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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}JVM源码分析之G1垃圾收集器分析一 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

JVM源码分析之G1垃圾收集器分析一

对 Java 的 gc 实现比较感兴趣,原先一般都是看周志明的书,但其实并没有讲具体的 gc 源码,而是把整个思路和流程讲解了一下
特别是 G1 的具体实现
一般对 G1 的理解其实就是把原先整块的新生代老年代分成了以 region 为单位的小块内存,简而言之,就是原先对新生代老年代的收集会涉及到整个代的堆内存空间,而G1 把它变成了更细致的小块内存
这带来了一个很明显的好处和一个很明显的坏处,好处是内存收集可以更灵活,耗时会变短,但整个收集的处理复杂度就变高了
目前看了一点点关于 G1 收集的预期时间相关的代码

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HeapWord* G1CollectedHeap::do_collection_pause(size_t word_size,
uint gc_count_before,
bool* succeeded,
GCCause::Cause gc_cause) {
assert_heap_not_locked_and_not_at_safepoint();
VM_G1CollectForAllocation op(word_size,
gc_count_before,
gc_cause,
false, /* should_initiate_conc_mark */
g1_policy()->max_pause_time_ms());
VMThread::execute(&op);

HeapWord* result = op.result();
bool ret_succeeded = op.prologue_succeeded() && op.pause_succeeded();
assert(result == NULL || ret_succeeded,
"the result should be NULL if the VM did not succeed");
*succeeded = ret_succeeded;

assert_heap_not_locked();
return result;
}

这里就是收集时需要停顿的,其中VMThread::execute(&op);是具体执行的,真正执行的是VM_G1CollectForAllocation::doit方法

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void VM_G1CollectForAllocation::doit() {
G1CollectedHeap* g1h = G1CollectedHeap::heap();
assert(!_should_initiate_conc_mark || g1h->should_do_concurrent_full_gc(_gc_cause),
"only a GC locker, a System.gc(), stats update, whitebox, or a hum allocation induced GC should start a cycle");

if (_word_size > 0) {
// An allocation has been requested. So, try to do that first.
_result = g1h->attempt_allocation_at_safepoint(_word_size,
false /* expect_null_cur_alloc_region */);
if (_result != NULL) {
// If we can successfully allocate before we actually do the
// pause then we will consider this pause successful.
_pause_succeeded = true;
return;
}
}

GCCauseSetter x(g1h, _gc_cause);
if (_should_initiate_conc_mark) {
// It's safer to read old_marking_cycles_completed() here, given
// that noone else will be updating it concurrently. Since we'll
// only need it if we're initiating a marking cycle, no point in
// setting it earlier.
_old_marking_cycles_completed_before = g1h->old_marking_cycles_completed();

// At this point we are supposed to start a concurrent cycle. We
// will do so if one is not already in progress.
bool res = g1h->g1_policy()->force_initial_mark_if_outside_cycle(_gc_cause);

// The above routine returns true if we were able to force the
// next GC pause to be an initial mark; it returns false if a
// marking cycle is already in progress.
//
// If a marking cycle is already in progress just return and skip the
// pause below - if the reason for requesting this initial mark pause
// was due to a System.gc() then the requesting thread should block in
// doit_epilogue() until the marking cycle is complete.
//
// If this initial mark pause was requested as part of a humongous
// allocation then we know that the marking cycle must just have
// been started by another thread (possibly also allocating a humongous
// object) as there was no active marking cycle when the requesting
// thread checked before calling collect() in
// attempt_allocation_humongous(). Retrying the GC, in this case,
// will cause the requesting thread to spin inside collect() until the
// just started marking cycle is complete - which may be a while. So
// we do NOT retry the GC.
if (!res) {
assert(_word_size == 0, "Concurrent Full GC/Humongous Object IM shouldn't be allocating");
if (_gc_cause != GCCause::_g1_humongous_allocation) {
_should_retry_gc = true;
}
return;
}
}

// Try a partial collection of some kind.
_pause_succeeded = g1h->do_collection_pause_at_safepoint(_target_pause_time_ms);

if (_pause_succeeded) {
if (_word_size > 0) {
// An allocation had been requested. Do it, eventually trying a stronger
// kind of GC.
_result = g1h->satisfy_failed_allocation(_word_size, &_pause_succeeded);
} else {
bool should_upgrade_to_full = !g1h->should_do_concurrent_full_gc(_gc_cause) &&
!g1h->has_regions_left_for_allocation();
if (should_upgrade_to_full) {
// There has been a request to perform a GC to free some space. We have no
// information on how much memory has been asked for. In case there are
// absolutely no regions left to allocate into, do a maximally compacting full GC.
log_info(gc, ergo)("Attempting maximally compacting collection");
_pause_succeeded = g1h->do_full_collection(false, /* explicit gc */
true /* clear_all_soft_refs */);
}
}
guarantee(_pause_succeeded, "Elevated collections during the safepoint must always succeed.");
} else {
assert(_result == NULL, "invariant");
// The only reason for the pause to not be successful is that, the GC locker is
// active (or has become active since the prologue was executed). In this case
// we should retry the pause after waiting for the GC locker to become inactive.
_should_retry_gc = true;
}
}

这里可以看到核心的是G1CollectedHeap::do_collection_pause_at_safepoint这个方法,它带上了目标暂停时间的值

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G1CollectedHeap::do_collection_pause_at_safepoint(double target_pause_time_ms) {
assert_at_safepoint_on_vm_thread();
guarantee(!is_gc_active(), "collection is not reentrant");

if (GCLocker::check_active_before_gc()) {
return false;
}

_gc_timer_stw->register_gc_start();

GCIdMark gc_id_mark;
_gc_tracer_stw->report_gc_start(gc_cause(), _gc_timer_stw->gc_start());

SvcGCMarker sgcm(SvcGCMarker::MINOR);
ResourceMark rm;

g1_policy()->note_gc_start();

wait_for_root_region_scanning();

print_heap_before_gc();
print_heap_regions();
trace_heap_before_gc(_gc_tracer_stw);

_verifier->verify_region_sets_optional();
_verifier->verify_dirty_young_regions();

// We should not be doing initial mark unless the conc mark thread is running
if (!_cm_thread->should_terminate()) {
// This call will decide whether this pause is an initial-mark
// pause. If it is, in_initial_mark_gc() will return true
// for the duration of this pause.
g1_policy()->decide_on_conc_mark_initiation();
}

// We do not allow initial-mark to be piggy-backed on a mixed GC.
assert(!collector_state()->in_initial_mark_gc() ||
collector_state()->in_young_only_phase(), "sanity");

// We also do not allow mixed GCs during marking.
assert(!collector_state()->mark_or_rebuild_in_progress() || collector_state()->in_young_only_phase(), "sanity");

// Record whether this pause is an initial mark. When the current
// thread has completed its logging output and it's safe to signal
// the CM thread, the flag's value in the policy has been reset.
bool should_start_conc_mark = collector_state()->in_initial_mark_gc();

// Inner scope for scope based logging, timers, and stats collection
{
EvacuationInfo evacuation_info;

if (collector_state()->in_initial_mark_gc()) {
// We are about to start a marking cycle, so we increment the
// full collection counter.
increment_old_marking_cycles_started();
_cm->gc_tracer_cm()->set_gc_cause(gc_cause());
}

_gc_tracer_stw->report_yc_type(collector_state()->yc_type());

GCTraceCPUTime tcpu;

G1HeapVerifier::G1VerifyType verify_type;
FormatBuffer<> gc_string("Pause Young ");
if (collector_state()->in_initial_mark_gc()) {
gc_string.append("(Concurrent Start)");
verify_type = G1HeapVerifier::G1VerifyConcurrentStart;
} else if (collector_state()->in_young_only_phase()) {
if (collector_state()->in_young_gc_before_mixed()) {
gc_string.append("(Prepare Mixed)");
} else {
gc_string.append("(Normal)");
}
verify_type = G1HeapVerifier::G1VerifyYoungNormal;
} else {
gc_string.append("(Mixed)");
verify_type = G1HeapVerifier::G1VerifyMixed;
}
GCTraceTime(Info, gc) tm(gc_string, NULL, gc_cause(), true);

uint active_workers = AdaptiveSizePolicy::calc_active_workers(workers()->total_workers(),
workers()->active_workers(),
Threads::number_of_non_daemon_threads());
active_workers = workers()->update_active_workers(active_workers);
log_info(gc,task)("Using %u workers of %u for evacuation", active_workers, workers()->total_workers());

TraceCollectorStats tcs(g1mm()->incremental_collection_counters());
TraceMemoryManagerStats tms(&_memory_manager, gc_cause(),
collector_state()->yc_type() == Mixed /* allMemoryPoolsAffected */);

G1HeapTransition heap_transition(this);
size_t heap_used_bytes_before_gc = used();

// Don't dynamically change the number of GC threads this early. A value of
// 0 is used to indicate serial work. When parallel work is done,
// it will be set.

{ // Call to jvmpi::post_class_unload_events must occur outside of active GC
IsGCActiveMark x;

gc_prologue(false);

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets before GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_before_gc(verify_type);

_verifier->check_bitmaps("GC Start");

#if COMPILER2_OR_JVMCI
DerivedPointerTable::clear();
#endif

// Please see comment in g1CollectedHeap.hpp and
// G1CollectedHeap::ref_processing_init() to see how
// reference processing currently works in G1.

// Enable discovery in the STW reference processor
_ref_processor_stw->enable_discovery();

{
// We want to temporarily turn off discovery by the
// CM ref processor, if necessary, and turn it back on
// on again later if we do. Using a scoped
// NoRefDiscovery object will do this.
NoRefDiscovery no_cm_discovery(_ref_processor_cm);

// Forget the current alloc region (we might even choose it to be part
// of the collection set!).
_allocator->release_mutator_alloc_region();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
//
// Preserving the old comment here if that helps the investigation:
//
// The elapsed time induced by the start time below deliberately elides
// the possible verification above.
double sample_start_time_sec = os::elapsedTime();

g1_policy()->record_collection_pause_start(sample_start_time_sec);

if (collector_state()->in_initial_mark_gc()) {
concurrent_mark()->pre_initial_mark();
}

g1_policy()->finalize_collection_set(target_pause_time_ms, &_survivor);

evacuation_info.set_collectionset_regions(collection_set()->region_length());

// Make sure the remembered sets are up to date. This needs to be
// done before register_humongous_regions_with_cset(), because the
// remembered sets are used there to choose eager reclaim candidates.
// If the remembered sets are not up to date we might miss some
// entries that need to be handled.
g1_rem_set()->cleanupHRRS();

register_humongous_regions_with_cset();

assert(_verifier->check_cset_fast_test(), "Inconsistency in the InCSetState table.");

// We call this after finalize_cset() to
// ensure that the CSet has been finalized.
_cm->verify_no_cset_oops();

if (_hr_printer.is_active()) {
G1PrintCollectionSetClosure cl(&_hr_printer);
_collection_set.iterate(&cl);
}

// Initialize the GC alloc regions.
_allocator->init_gc_alloc_regions(evacuation_info);

G1ParScanThreadStateSet per_thread_states(this, workers()->active_workers(), collection_set()->young_region_length());
pre_evacuate_collection_set();

// Actually do the work...
evacuate_collection_set(&per_thread_states);

post_evacuate_collection_set(evacuation_info, &per_thread_states);

const size_t* surviving_young_words = per_thread_states.surviving_young_words();
free_collection_set(&_collection_set, evacuation_info, surviving_young_words);

eagerly_reclaim_humongous_regions();

record_obj_copy_mem_stats();
_survivor_evac_stats.adjust_desired_plab_sz();
_old_evac_stats.adjust_desired_plab_sz();

double start = os::elapsedTime();
start_new_collection_set();
g1_policy()->phase_times()->record_start_new_cset_time_ms((os::elapsedTime() - start) * 1000.0);

if (evacuation_failed()) {
set_used(recalculate_used());
if (_archive_allocator != NULL) {
_archive_allocator->clear_used();
}
for (uint i = 0; i < ParallelGCThreads; i++) {
if (_evacuation_failed_info_array[i].has_failed()) {
_gc_tracer_stw->report_evacuation_failed(_evacuation_failed_info_array[i]);
}
}
} else {
// The "used" of the the collection set have already been subtracted
// when they were freed. Add in the bytes evacuated.
increase_used(g1_policy()->bytes_copied_during_gc());
}

if (collector_state()->in_initial_mark_gc()) {
// We have to do this before we notify the CM threads that
// they can start working to make sure that all the
// appropriate initialization is done on the CM object.
concurrent_mark()->post_initial_mark();
// Note that we don't actually trigger the CM thread at
// this point. We do that later when we're sure that
// the current thread has completed its logging output.
}

allocate_dummy_regions();

_allocator->init_mutator_alloc_region();

{
size_t expand_bytes = _heap_sizing_policy->expansion_amount();
if (expand_bytes > 0) {
size_t bytes_before = capacity();
// No need for an ergo logging here,
// expansion_amount() does this when it returns a value > 0.
double expand_ms;
if (!expand(expand_bytes, _workers, &expand_ms)) {
// We failed to expand the heap. Cannot do anything about it.
}
g1_policy()->phase_times()->record_expand_heap_time(expand_ms);
}
}

// We redo the verification but now wrt to the new CSet which
// has just got initialized after the previous CSet was freed.
_cm->verify_no_cset_oops();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
double sample_end_time_sec = os::elapsedTime();
double pause_time_ms = (sample_end_time_sec - sample_start_time_sec) * MILLIUNITS;
size_t total_cards_scanned = g1_policy()->phase_times()->sum_thread_work_items(G1GCPhaseTimes::ScanRS, G1GCPhaseTimes::ScanRSScannedCards);
g1_policy()->record_collection_pause_end(pause_time_ms, total_cards_scanned, heap_used_bytes_before_gc);

evacuation_info.set_collectionset_used_before(collection_set()->bytes_used_before());
evacuation_info.set_bytes_copied(g1_policy()->bytes_copied_during_gc());

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets after GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_after_gc(verify_type);
_verifier->check_bitmaps("GC End");

assert(!_ref_processor_stw->discovery_enabled(), "Postcondition");
_ref_processor_stw->verify_no_references_recorded();

// CM reference discovery will be re-enabled if necessary.
}

#ifdef TRACESPINNING
ParallelTaskTerminator::print_termination_counts();
#endif

gc_epilogue(false);
}

// Print the remainder of the GC log output.
if (evacuation_failed()) {
log_info(gc)("To-space exhausted");
}

g1_policy()->print_phases();
heap_transition.print();

// It is not yet to safe to tell the concurrent mark to
// start as we have some optional output below. We don't want the
// output from the concurrent mark thread interfering with this
// logging output either.

_hrm.verify_optional();
_verifier->verify_region_sets_optional();

TASKQUEUE_STATS_ONLY(print_taskqueue_stats());
TASKQUEUE_STATS_ONLY(reset_taskqueue_stats());

print_heap_after_gc();
print_heap_regions();
trace_heap_after_gc(_gc_tracer_stw);

// We must call G1MonitoringSupport::update_sizes() in the same scoping level
// as an active TraceMemoryManagerStats object (i.e. before the destructor for the
// TraceMemoryManagerStats is called) so that the G1 memory pools are updated
// before any GC notifications are raised.
g1mm()->update_sizes();

_gc_tracer_stw->report_evacuation_info(&evacuation_info);
_gc_tracer_stw->report_tenuring_threshold(_g1_policy->tenuring_threshold());
_gc_timer_stw->register_gc_end();
_gc_tracer_stw->report_gc_end(_gc_timer_stw->gc_end(), _gc_timer_stw->time_partitions());
}
// It should now be safe to tell the concurrent mark thread to start
// without its logging output interfering with the logging output
// that came from the pause.

if (should_start_conc_mark) {
// CAUTION: after the doConcurrentMark() call below,
// the concurrent marking thread(s) could be running
// concurrently with us. Make sure that anything after
// this point does not assume that we are the only GC thread
// running. Note: of course, the actual marking work will
// not start until the safepoint itself is released in
// SuspendibleThreadSet::desynchronize().
do_concurrent_mark();
}

return true;
}

往下走就是这一步G1Policy::finalize_collection_set,去处理新生代和老年代

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void G1Policy::finalize_collection_set(double target_pause_time_ms, G1SurvivorRegions* survivor) {
double time_remaining_ms = _collection_set->finalize_young_part(target_pause_time_ms, survivor);
_collection_set->finalize_old_part(time_remaining_ms);
}

这里分别调用了两个方法,可以看到剩余时间是往下传的,来看一下具体的方法

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double G1CollectionSet::finalize_young_part(double target_pause_time_ms, G1SurvivorRegions* survivors) {
double young_start_time_sec = os::elapsedTime();

finalize_incremental_building();

guarantee(target_pause_time_ms > 0.0,
"target_pause_time_ms = %1.6lf should be positive", target_pause_time_ms);

size_t pending_cards = _policy->pending_cards();
double base_time_ms = _policy->predict_base_elapsed_time_ms(pending_cards);
double time_remaining_ms = MAX2(target_pause_time_ms - base_time_ms, 0.0);

log_trace(gc, ergo, cset)("Start choosing CSet. pending cards: " SIZE_FORMAT " predicted base time: %1.2fms remaining time: %1.2fms target pause time: %1.2fms",
pending_cards, base_time_ms, time_remaining_ms, target_pause_time_ms);

// The young list is laid with the survivor regions from the previous
// pause are appended to the RHS of the young list, i.e.
// [Newly Young Regions ++ Survivors from last pause].

uint survivor_region_length = survivors->length();
uint eden_region_length = _g1h->eden_regions_count();
init_region_lengths(eden_region_length, survivor_region_length);

verify_young_cset_indices();

// Clear the fields that point to the survivor list - they are all young now.
survivors->convert_to_eden();

_bytes_used_before = _inc_bytes_used_before;
time_remaining_ms = MAX2(time_remaining_ms - _inc_predicted_elapsed_time_ms, 0.0);

log_trace(gc, ergo, cset)("Add young regions to CSet. eden: %u regions, survivors: %u regions, predicted young region time: %1.2fms, target pause time: %1.2fms",
eden_region_length, survivor_region_length, _inc_predicted_elapsed_time_ms, target_pause_time_ms);

// The number of recorded young regions is the incremental
// collection set's current size
set_recorded_rs_lengths(_inc_recorded_rs_lengths);

double young_end_time_sec = os::elapsedTime();
phase_times()->record_young_cset_choice_time_ms((young_end_time_sec - young_start_time_sec) * 1000.0);

return time_remaining_ms;
}

下面是老年代的部分

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void G1CollectionSet::finalize_old_part(double time_remaining_ms) {
double non_young_start_time_sec = os::elapsedTime();
double predicted_old_time_ms = 0.0;

if (collector_state()->in_mixed_phase()) {
cset_chooser()->verify();
const uint min_old_cset_length = _policy->calc_min_old_cset_length();
const uint max_old_cset_length = _policy->calc_max_old_cset_length();

uint expensive_region_num = 0;
bool check_time_remaining = _policy->adaptive_young_list_length();

HeapRegion* hr = cset_chooser()->peek();
while (hr != NULL) {
if (old_region_length() >= max_old_cset_length) {
// Added maximum number of old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached max). old %u regions, max %u regions",
old_region_length(), max_old_cset_length);
break;
}

// Stop adding regions if the remaining reclaimable space is
// not above G1HeapWastePercent.
size_t reclaimable_bytes = cset_chooser()->remaining_reclaimable_bytes();
double reclaimable_percent = _policy->reclaimable_bytes_percent(reclaimable_bytes);
double threshold = (double) G1HeapWastePercent;
if (reclaimable_percent <= threshold) {
// We've added enough old regions that the amount of uncollected
// reclaimable space is at or below the waste threshold. Stop
// adding old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (reclaimable percentage not over threshold). "
"old %u regions, max %u regions, reclaimable: " SIZE_FORMAT "B (%1.2f%%) threshold: " UINTX_FORMAT "%%",
old_region_length(), max_old_cset_length, reclaimable_bytes, reclaimable_percent, G1HeapWastePercent);
break;
}

double predicted_time_ms = predict_region_elapsed_time_ms(hr);
if (check_time_remaining) {
if (predicted_time_ms > time_remaining_ms) {
// Too expensive for the current CSet.

if (old_region_length() >= min_old_cset_length) {
// We have added the minimum number of old regions to the CSet,
// we are done with this CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (predicted time is too high). "
"predicted time: %1.2fms, remaining time: %1.2fms old %u regions, min %u regions",
predicted_time_ms, time_remaining_ms, old_region_length(), min_old_cset_length);
break;
}

// We'll add it anyway given that we haven't reached the
// minimum number of old regions.
expensive_region_num += 1;
}
} else {
if (old_region_length() >= min_old_cset_length) {
// In the non-auto-tuning case, we'll finish adding regions
// to the CSet if we reach the minimum.

log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached min). old %u regions, min %u regions",
old_region_length(), min_old_cset_length);
break;
}
}

// We will add this region to the CSet.
time_remaining_ms = MAX2(time_remaining_ms - predicted_time_ms, 0.0);
predicted_old_time_ms += predicted_time_ms;
cset_chooser()->pop(); // already have region via peek()
_g1h->old_set_remove(hr);
add_old_region(hr);

hr = cset_chooser()->peek();
}
if (hr == NULL) {
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (candidate old regions not available)");
}

if (expensive_region_num > 0) {
// We print the information once here at the end, predicated on
// whether we added any apparently expensive regions or not, to
// avoid generating output per region.
log_debug(gc, ergo, cset)("Added expensive regions to CSet (old CSet region num not reached min)."
"old: %u regions, expensive: %u regions, min: %u regions, remaining time: %1.2fms",
old_region_length(), expensive_region_num, min_old_cset_length, time_remaining_ms);
}

cset_chooser()->verify();
}

stop_incremental_building();

log_debug(gc, ergo, cset)("Finish choosing CSet. old: %u regions, predicted old region time: %1.2fms, time remaining: %1.2f",
old_region_length(), predicted_old_time_ms, time_remaining_ms);

double non_young_end_time_sec = os::elapsedTime();
phase_times()->record_non_young_cset_choice_time_ms((non_young_end_time_sec - non_young_start_time_sec) * 1000.0);

QuickSort::sort(_collection_set_regions, _collection_set_cur_length, compare_region_idx, true);
}

上面第三行是个判断,当前是否是 mixed 回收阶段,如果不是的话其实是没有老年代什么事的,所以可以看到代码基本是从这个 if 判断
if (collector_state()->in_mixed_phase()) {开始往下走的
先写到这,偏向于做笔记用,有错轻拍

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What hurts more, the pain of hard work or the pain of regret?

JVM源码分析之G1垃圾收集器分析一

对 Java 的 gc 实现比较感兴趣,原先一般都是看周志明的书,但其实并没有讲具体的 gc 源码,而是把整个思路和流程讲解了一下
特别是 G1 的具体实现
一般对 G1 的理解其实就是把原先整块的新生代老年代分成了以 region 为单位的小块内存,简而言之,就是原先对新生代老年代的收集会涉及到整个代的堆内存空间,而G1 把它变成了更细致的小块内存
这带来了一个很明显的好处和一个很明显的坏处,好处是内存收集可以更灵活,耗时会变短,但整个收集的处理复杂度就变高了
目前看了一点点关于 G1 收集的预期时间相关的代码

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HeapWord* G1CollectedHeap::do_collection_pause(size_t word_size,
uint gc_count_before,
bool* succeeded,
GCCause::Cause gc_cause) {
assert_heap_not_locked_and_not_at_safepoint();
VM_G1CollectForAllocation op(word_size,
gc_count_before,
gc_cause,
false, /* should_initiate_conc_mark */
g1_policy()->max_pause_time_ms());
VMThread::execute(&op);

HeapWord* result = op.result();
bool ret_succeeded = op.prologue_succeeded() && op.pause_succeeded();
assert(result == NULL || ret_succeeded,
"the result should be NULL if the VM did not succeed");
*succeeded = ret_succeeded;

assert_heap_not_locked();
return result;
}

这里就是收集时需要停顿的,其中VMThread::execute(&op);是具体执行的,真正执行的是VM_G1CollectForAllocation::doit方法

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void VM_G1CollectForAllocation::doit() {
G1CollectedHeap* g1h = G1CollectedHeap::heap();
assert(!_should_initiate_conc_mark || g1h->should_do_concurrent_full_gc(_gc_cause),
"only a GC locker, a System.gc(), stats update, whitebox, or a hum allocation induced GC should start a cycle");

if (_word_size > 0) {
// An allocation has been requested. So, try to do that first.
_result = g1h->attempt_allocation_at_safepoint(_word_size,
false /* expect_null_cur_alloc_region */);
if (_result != NULL) {
// If we can successfully allocate before we actually do the
// pause then we will consider this pause successful.
_pause_succeeded = true;
return;
}
}

GCCauseSetter x(g1h, _gc_cause);
if (_should_initiate_conc_mark) {
// It's safer to read old_marking_cycles_completed() here, given
// that noone else will be updating it concurrently. Since we'll
// only need it if we're initiating a marking cycle, no point in
// setting it earlier.
_old_marking_cycles_completed_before = g1h->old_marking_cycles_completed();

// At this point we are supposed to start a concurrent cycle. We
// will do so if one is not already in progress.
bool res = g1h->g1_policy()->force_initial_mark_if_outside_cycle(_gc_cause);

// The above routine returns true if we were able to force the
// next GC pause to be an initial mark; it returns false if a
// marking cycle is already in progress.
//
// If a marking cycle is already in progress just return and skip the
// pause below - if the reason for requesting this initial mark pause
// was due to a System.gc() then the requesting thread should block in
// doit_epilogue() until the marking cycle is complete.
//
// If this initial mark pause was requested as part of a humongous
// allocation then we know that the marking cycle must just have
// been started by another thread (possibly also allocating a humongous
// object) as there was no active marking cycle when the requesting
// thread checked before calling collect() in
// attempt_allocation_humongous(). Retrying the GC, in this case,
// will cause the requesting thread to spin inside collect() until the
// just started marking cycle is complete - which may be a while. So
// we do NOT retry the GC.
if (!res) {
assert(_word_size == 0, "Concurrent Full GC/Humongous Object IM shouldn't be allocating");
if (_gc_cause != GCCause::_g1_humongous_allocation) {
_should_retry_gc = true;
}
return;
}
}

// Try a partial collection of some kind.
_pause_succeeded = g1h->do_collection_pause_at_safepoint(_target_pause_time_ms);

if (_pause_succeeded) {
if (_word_size > 0) {
// An allocation had been requested. Do it, eventually trying a stronger
// kind of GC.
_result = g1h->satisfy_failed_allocation(_word_size, &_pause_succeeded);
} else {
bool should_upgrade_to_full = !g1h->should_do_concurrent_full_gc(_gc_cause) &&
!g1h->has_regions_left_for_allocation();
if (should_upgrade_to_full) {
// There has been a request to perform a GC to free some space. We have no
// information on how much memory has been asked for. In case there are
// absolutely no regions left to allocate into, do a maximally compacting full GC.
log_info(gc, ergo)("Attempting maximally compacting collection");
_pause_succeeded = g1h->do_full_collection(false, /* explicit gc */
true /* clear_all_soft_refs */);
}
}
guarantee(_pause_succeeded, "Elevated collections during the safepoint must always succeed.");
} else {
assert(_result == NULL, "invariant");
// The only reason for the pause to not be successful is that, the GC locker is
// active (or has become active since the prologue was executed). In this case
// we should retry the pause after waiting for the GC locker to become inactive.
_should_retry_gc = true;
}
}

这里可以看到核心的是G1CollectedHeap::do_collection_pause_at_safepoint这个方法,它带上了目标暂停时间的值

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G1CollectedHeap::do_collection_pause_at_safepoint(double target_pause_time_ms) {
assert_at_safepoint_on_vm_thread();
guarantee(!is_gc_active(), "collection is not reentrant");

if (GCLocker::check_active_before_gc()) {
return false;
}

_gc_timer_stw->register_gc_start();

GCIdMark gc_id_mark;
_gc_tracer_stw->report_gc_start(gc_cause(), _gc_timer_stw->gc_start());

SvcGCMarker sgcm(SvcGCMarker::MINOR);
ResourceMark rm;

g1_policy()->note_gc_start();

wait_for_root_region_scanning();

print_heap_before_gc();
print_heap_regions();
trace_heap_before_gc(_gc_tracer_stw);

_verifier->verify_region_sets_optional();
_verifier->verify_dirty_young_regions();

// We should not be doing initial mark unless the conc mark thread is running
if (!_cm_thread->should_terminate()) {
// This call will decide whether this pause is an initial-mark
// pause. If it is, in_initial_mark_gc() will return true
// for the duration of this pause.
g1_policy()->decide_on_conc_mark_initiation();
}

// We do not allow initial-mark to be piggy-backed on a mixed GC.
assert(!collector_state()->in_initial_mark_gc() ||
collector_state()->in_young_only_phase(), "sanity");

// We also do not allow mixed GCs during marking.
assert(!collector_state()->mark_or_rebuild_in_progress() || collector_state()->in_young_only_phase(), "sanity");

// Record whether this pause is an initial mark. When the current
// thread has completed its logging output and it's safe to signal
// the CM thread, the flag's value in the policy has been reset.
bool should_start_conc_mark = collector_state()->in_initial_mark_gc();

// Inner scope for scope based logging, timers, and stats collection
{
EvacuationInfo evacuation_info;

if (collector_state()->in_initial_mark_gc()) {
// We are about to start a marking cycle, so we increment the
// full collection counter.
increment_old_marking_cycles_started();
_cm->gc_tracer_cm()->set_gc_cause(gc_cause());
}

_gc_tracer_stw->report_yc_type(collector_state()->yc_type());

GCTraceCPUTime tcpu;

G1HeapVerifier::G1VerifyType verify_type;
FormatBuffer<> gc_string("Pause Young ");
if (collector_state()->in_initial_mark_gc()) {
gc_string.append("(Concurrent Start)");
verify_type = G1HeapVerifier::G1VerifyConcurrentStart;
} else if (collector_state()->in_young_only_phase()) {
if (collector_state()->in_young_gc_before_mixed()) {
gc_string.append("(Prepare Mixed)");
} else {
gc_string.append("(Normal)");
}
verify_type = G1HeapVerifier::G1VerifyYoungNormal;
} else {
gc_string.append("(Mixed)");
verify_type = G1HeapVerifier::G1VerifyMixed;
}
GCTraceTime(Info, gc) tm(gc_string, NULL, gc_cause(), true);

uint active_workers = AdaptiveSizePolicy::calc_active_workers(workers()->total_workers(),
workers()->active_workers(),
Threads::number_of_non_daemon_threads());
active_workers = workers()->update_active_workers(active_workers);
log_info(gc,task)("Using %u workers of %u for evacuation", active_workers, workers()->total_workers());

TraceCollectorStats tcs(g1mm()->incremental_collection_counters());
TraceMemoryManagerStats tms(&_memory_manager, gc_cause(),
collector_state()->yc_type() == Mixed /* allMemoryPoolsAffected */);

G1HeapTransition heap_transition(this);
size_t heap_used_bytes_before_gc = used();

// Don't dynamically change the number of GC threads this early. A value of
// 0 is used to indicate serial work. When parallel work is done,
// it will be set.

{ // Call to jvmpi::post_class_unload_events must occur outside of active GC
IsGCActiveMark x;

gc_prologue(false);

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets before GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_before_gc(verify_type);

_verifier->check_bitmaps("GC Start");

#if COMPILER2_OR_JVMCI
DerivedPointerTable::clear();
#endif

// Please see comment in g1CollectedHeap.hpp and
// G1CollectedHeap::ref_processing_init() to see how
// reference processing currently works in G1.

// Enable discovery in the STW reference processor
_ref_processor_stw->enable_discovery();

{
// We want to temporarily turn off discovery by the
// CM ref processor, if necessary, and turn it back on
// on again later if we do. Using a scoped
// NoRefDiscovery object will do this.
NoRefDiscovery no_cm_discovery(_ref_processor_cm);

// Forget the current alloc region (we might even choose it to be part
// of the collection set!).
_allocator->release_mutator_alloc_region();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
//
// Preserving the old comment here if that helps the investigation:
//
// The elapsed time induced by the start time below deliberately elides
// the possible verification above.
double sample_start_time_sec = os::elapsedTime();

g1_policy()->record_collection_pause_start(sample_start_time_sec);

if (collector_state()->in_initial_mark_gc()) {
concurrent_mark()->pre_initial_mark();
}

g1_policy()->finalize_collection_set(target_pause_time_ms, &_survivor);

evacuation_info.set_collectionset_regions(collection_set()->region_length());

// Make sure the remembered sets are up to date. This needs to be
// done before register_humongous_regions_with_cset(), because the
// remembered sets are used there to choose eager reclaim candidates.
// If the remembered sets are not up to date we might miss some
// entries that need to be handled.
g1_rem_set()->cleanupHRRS();

register_humongous_regions_with_cset();

assert(_verifier->check_cset_fast_test(), "Inconsistency in the InCSetState table.");

// We call this after finalize_cset() to
// ensure that the CSet has been finalized.
_cm->verify_no_cset_oops();

if (_hr_printer.is_active()) {
G1PrintCollectionSetClosure cl(&_hr_printer);
_collection_set.iterate(&cl);
}

// Initialize the GC alloc regions.
_allocator->init_gc_alloc_regions(evacuation_info);

G1ParScanThreadStateSet per_thread_states(this, workers()->active_workers(), collection_set()->young_region_length());
pre_evacuate_collection_set();

// Actually do the work...
evacuate_collection_set(&per_thread_states);

post_evacuate_collection_set(evacuation_info, &per_thread_states);

const size_t* surviving_young_words = per_thread_states.surviving_young_words();
free_collection_set(&_collection_set, evacuation_info, surviving_young_words);

eagerly_reclaim_humongous_regions();

record_obj_copy_mem_stats();
_survivor_evac_stats.adjust_desired_plab_sz();
_old_evac_stats.adjust_desired_plab_sz();

double start = os::elapsedTime();
start_new_collection_set();
g1_policy()->phase_times()->record_start_new_cset_time_ms((os::elapsedTime() - start) * 1000.0);

if (evacuation_failed()) {
set_used(recalculate_used());
if (_archive_allocator != NULL) {
_archive_allocator->clear_used();
}
for (uint i = 0; i < ParallelGCThreads; i++) {
if (_evacuation_failed_info_array[i].has_failed()) {
_gc_tracer_stw->report_evacuation_failed(_evacuation_failed_info_array[i]);
}
}
} else {
// The "used" of the the collection set have already been subtracted
// when they were freed. Add in the bytes evacuated.
increase_used(g1_policy()->bytes_copied_during_gc());
}

if (collector_state()->in_initial_mark_gc()) {
// We have to do this before we notify the CM threads that
// they can start working to make sure that all the
// appropriate initialization is done on the CM object.
concurrent_mark()->post_initial_mark();
// Note that we don't actually trigger the CM thread at
// this point. We do that later when we're sure that
// the current thread has completed its logging output.
}

allocate_dummy_regions();

_allocator->init_mutator_alloc_region();

{
size_t expand_bytes = _heap_sizing_policy->expansion_amount();
if (expand_bytes > 0) {
size_t bytes_before = capacity();
// No need for an ergo logging here,
// expansion_amount() does this when it returns a value > 0.
double expand_ms;
if (!expand(expand_bytes, _workers, &expand_ms)) {
// We failed to expand the heap. Cannot do anything about it.
}
g1_policy()->phase_times()->record_expand_heap_time(expand_ms);
}
}

// We redo the verification but now wrt to the new CSet which
// has just got initialized after the previous CSet was freed.
_cm->verify_no_cset_oops();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
double sample_end_time_sec = os::elapsedTime();
double pause_time_ms = (sample_end_time_sec - sample_start_time_sec) * MILLIUNITS;
size_t total_cards_scanned = g1_policy()->phase_times()->sum_thread_work_items(G1GCPhaseTimes::ScanRS, G1GCPhaseTimes::ScanRSScannedCards);
g1_policy()->record_collection_pause_end(pause_time_ms, total_cards_scanned, heap_used_bytes_before_gc);

evacuation_info.set_collectionset_used_before(collection_set()->bytes_used_before());
evacuation_info.set_bytes_copied(g1_policy()->bytes_copied_during_gc());

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets after GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_after_gc(verify_type);
_verifier->check_bitmaps("GC End");

assert(!_ref_processor_stw->discovery_enabled(), "Postcondition");
_ref_processor_stw->verify_no_references_recorded();

// CM reference discovery will be re-enabled if necessary.
}

#ifdef TRACESPINNING
ParallelTaskTerminator::print_termination_counts();
#endif

gc_epilogue(false);
}

// Print the remainder of the GC log output.
if (evacuation_failed()) {
log_info(gc)("To-space exhausted");
}

g1_policy()->print_phases();
heap_transition.print();

// It is not yet to safe to tell the concurrent mark to
// start as we have some optional output below. We don't want the
// output from the concurrent mark thread interfering with this
// logging output either.

_hrm.verify_optional();
_verifier->verify_region_sets_optional();

TASKQUEUE_STATS_ONLY(print_taskqueue_stats());
TASKQUEUE_STATS_ONLY(reset_taskqueue_stats());

print_heap_after_gc();
print_heap_regions();
trace_heap_after_gc(_gc_tracer_stw);

// We must call G1MonitoringSupport::update_sizes() in the same scoping level
// as an active TraceMemoryManagerStats object (i.e. before the destructor for the
// TraceMemoryManagerStats is called) so that the G1 memory pools are updated
// before any GC notifications are raised.
g1mm()->update_sizes();

_gc_tracer_stw->report_evacuation_info(&evacuation_info);
_gc_tracer_stw->report_tenuring_threshold(_g1_policy->tenuring_threshold());
_gc_timer_stw->register_gc_end();
_gc_tracer_stw->report_gc_end(_gc_timer_stw->gc_end(), _gc_timer_stw->time_partitions());
}
// It should now be safe to tell the concurrent mark thread to start
// without its logging output interfering with the logging output
// that came from the pause.

if (should_start_conc_mark) {
// CAUTION: after the doConcurrentMark() call below,
// the concurrent marking thread(s) could be running
// concurrently with us. Make sure that anything after
// this point does not assume that we are the only GC thread
// running. Note: of course, the actual marking work will
// not start until the safepoint itself is released in
// SuspendibleThreadSet::desynchronize().
do_concurrent_mark();
}

return true;
}

往下走就是这一步G1Policy::finalize_collection_set,去处理新生代和老年代

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void G1Policy::finalize_collection_set(double target_pause_time_ms, G1SurvivorRegions* survivor) {
double time_remaining_ms = _collection_set->finalize_young_part(target_pause_time_ms, survivor);
_collection_set->finalize_old_part(time_remaining_ms);
}

这里分别调用了两个方法,可以看到剩余时间是往下传的,来看一下具体的方法

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double G1CollectionSet::finalize_young_part(double target_pause_time_ms, G1SurvivorRegions* survivors) {
double young_start_time_sec = os::elapsedTime();

finalize_incremental_building();

guarantee(target_pause_time_ms > 0.0,
"target_pause_time_ms = %1.6lf should be positive", target_pause_time_ms);

size_t pending_cards = _policy->pending_cards();
double base_time_ms = _policy->predict_base_elapsed_time_ms(pending_cards);
double time_remaining_ms = MAX2(target_pause_time_ms - base_time_ms, 0.0);

log_trace(gc, ergo, cset)("Start choosing CSet. pending cards: " SIZE_FORMAT " predicted base time: %1.2fms remaining time: %1.2fms target pause time: %1.2fms",
pending_cards, base_time_ms, time_remaining_ms, target_pause_time_ms);

// The young list is laid with the survivor regions from the previous
// pause are appended to the RHS of the young list, i.e.
// [Newly Young Regions ++ Survivors from last pause].

uint survivor_region_length = survivors->length();
uint eden_region_length = _g1h->eden_regions_count();
init_region_lengths(eden_region_length, survivor_region_length);

verify_young_cset_indices();

// Clear the fields that point to the survivor list - they are all young now.
survivors->convert_to_eden();

_bytes_used_before = _inc_bytes_used_before;
time_remaining_ms = MAX2(time_remaining_ms - _inc_predicted_elapsed_time_ms, 0.0);

log_trace(gc, ergo, cset)("Add young regions to CSet. eden: %u regions, survivors: %u regions, predicted young region time: %1.2fms, target pause time: %1.2fms",
eden_region_length, survivor_region_length, _inc_predicted_elapsed_time_ms, target_pause_time_ms);

// The number of recorded young regions is the incremental
// collection set's current size
set_recorded_rs_lengths(_inc_recorded_rs_lengths);

double young_end_time_sec = os::elapsedTime();
phase_times()->record_young_cset_choice_time_ms((young_end_time_sec - young_start_time_sec) * 1000.0);

return time_remaining_ms;
}

下面是老年代的部分

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void G1CollectionSet::finalize_old_part(double time_remaining_ms) {
double non_young_start_time_sec = os::elapsedTime();
double predicted_old_time_ms = 0.0;

if (collector_state()->in_mixed_phase()) {
cset_chooser()->verify();
const uint min_old_cset_length = _policy->calc_min_old_cset_length();
const uint max_old_cset_length = _policy->calc_max_old_cset_length();

uint expensive_region_num = 0;
bool check_time_remaining = _policy->adaptive_young_list_length();

HeapRegion* hr = cset_chooser()->peek();
while (hr != NULL) {
if (old_region_length() >= max_old_cset_length) {
// Added maximum number of old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached max). old %u regions, max %u regions",
old_region_length(), max_old_cset_length);
break;
}

// Stop adding regions if the remaining reclaimable space is
// not above G1HeapWastePercent.
size_t reclaimable_bytes = cset_chooser()->remaining_reclaimable_bytes();
double reclaimable_percent = _policy->reclaimable_bytes_percent(reclaimable_bytes);
double threshold = (double) G1HeapWastePercent;
if (reclaimable_percent <= threshold) {
// We've added enough old regions that the amount of uncollected
// reclaimable space is at or below the waste threshold. Stop
// adding old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (reclaimable percentage not over threshold). "
"old %u regions, max %u regions, reclaimable: " SIZE_FORMAT "B (%1.2f%%) threshold: " UINTX_FORMAT "%%",
old_region_length(), max_old_cset_length, reclaimable_bytes, reclaimable_percent, G1HeapWastePercent);
break;
}

double predicted_time_ms = predict_region_elapsed_time_ms(hr);
if (check_time_remaining) {
if (predicted_time_ms > time_remaining_ms) {
// Too expensive for the current CSet.

if (old_region_length() >= min_old_cset_length) {
// We have added the minimum number of old regions to the CSet,
// we are done with this CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (predicted time is too high). "
"predicted time: %1.2fms, remaining time: %1.2fms old %u regions, min %u regions",
predicted_time_ms, time_remaining_ms, old_region_length(), min_old_cset_length);
break;
}

// We'll add it anyway given that we haven't reached the
// minimum number of old regions.
expensive_region_num += 1;
}
} else {
if (old_region_length() >= min_old_cset_length) {
// In the non-auto-tuning case, we'll finish adding regions
// to the CSet if we reach the minimum.

log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached min). old %u regions, min %u regions",
old_region_length(), min_old_cset_length);
break;
}
}

// We will add this region to the CSet.
time_remaining_ms = MAX2(time_remaining_ms - predicted_time_ms, 0.0);
predicted_old_time_ms += predicted_time_ms;
cset_chooser()->pop(); // already have region via peek()
_g1h->old_set_remove(hr);
add_old_region(hr);

hr = cset_chooser()->peek();
}
if (hr == NULL) {
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (candidate old regions not available)");
}

if (expensive_region_num > 0) {
// We print the information once here at the end, predicated on
// whether we added any apparently expensive regions or not, to
// avoid generating output per region.
log_debug(gc, ergo, cset)("Added expensive regions to CSet (old CSet region num not reached min)."
"old: %u regions, expensive: %u regions, min: %u regions, remaining time: %1.2fms",
old_region_length(), expensive_region_num, min_old_cset_length, time_remaining_ms);
}

cset_chooser()->verify();
}

stop_incremental_building();

log_debug(gc, ergo, cset)("Finish choosing CSet. old: %u regions, predicted old region time: %1.2fms, time remaining: %1.2f",
old_region_length(), predicted_old_time_ms, time_remaining_ms);

double non_young_end_time_sec = os::elapsedTime();
phase_times()->record_non_young_cset_choice_time_ms((non_young_end_time_sec - non_young_start_time_sec) * 1000.0);

QuickSort::sort(_collection_set_regions, _collection_set_cur_length, compare_region_idx, true);
}

上面第三行是个判断,当前是否是 mixed 回收阶段,如果不是的话其实是没有老年代什么事的,所以可以看到代码基本是从这个 if 判断
if (collector_state()->in_mixed_phase()) {开始往下走的
先写到这,偏向于做笔记用,有错轻拍

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村上春树《1Q84》读后感

看完了村上春树的《1Q84》,这应该是第五本看的他的书了,继 跑步,挪威的森林,刺杀骑士团长,海边的卡夫卡之后,不是其中最长的,好像是海边的卡夫卡还是刺杀骑士团长比较长一点,都是在微信读书上看的,比较方便,最开始在上面看的是高晓松的《鱼羊野史》,不知道为啥取这个名字,但是还是满吸引我的,不过由于去年的种种,没有很多心思把它看完,而且本身的组织形式就是比较松散的,看到哪算哪,其实一些野史部分是我比较喜欢,有些谈到人物的就不太有兴趣,而且类似于大祥哥吃的东西,反正都是哇,怎么这么好吃,嗯,太爱(niu)你(bi)了,高晓松就是这个人是我最喜欢的 xxx 家,我也没去细究过他有没有说重复过,反正是不太爱,后来因为这书还一度对战争史有了浓厚的兴趣,然而事实告诉我,大部头的战争史,其实正史我是真的啃不下去,我可能只对其中 10%的内容感兴趣,不过终于也在今年把它看完了,好像高晓松的晓说也最终季了,貌似其中讲朝鲜战争的还被和谐了,看样子是说出了一些故事(truth)。

本来只是想把 《1Q84》的读后感写下,现在觉得还是把这篇当成我今年的读书总结吧,不过先从《1Q84》说起。

严格来讲,这不是很书面化的读后感,可能我想写的也只是像聊天一样的说下我读过的书,包括的技术博客其实也是类似的,以后或许会转变,但是目前水平如此吧,写多了可能会变好,也可能不会。

开始正文吧,这书有点类似于海边的卡夫卡,一开始是通过两条故事线,穿插着叙述,一条是青豆的,不算是个职业杀手的女杀手,要去解决一个经常家暴的斯文败类,穿着描述得比较性感吧,杀人方式是通过比较长的细针,从脖子后面一个精巧的位置插入,可以造成是未知原因死亡的假象,可能会推断成心梗之类的,这里有个前置的细节,就是青豆是乘坐一辆很高级的出租车,内饰什么的都非常有质感,有点不像一辆出租车,然后车里放了一首比较小众的歌,雅纳切克的《小交响曲》,但是青豆知道它,这跟后面的情节也有些许关系,这是女主人公青豆的出场;相应的男主的出场印象不是太深刻,男主叫天吾,是个不知名的作家,跟一个叫小松的编辑有比较好的关系,虽然天吾还没有拿到比较有分量的奖项,但是小松很看好他,也让他帮忙审校一个新作家奖的投稿文章,虽然天吾自身还没获得过这个奖,天吾还有个正式工作,是当数学老师,天吾在学生时代是个数学天才,但后面有对文学产生了兴趣,文学还不足以养活自己,靠着教课还是能保持温饱;

接下来是正式故事的起点了,就是小松收到了一部小说投稿,名叫《空气蛹》,是个叫深绘里的女孩子投的稿,小松对他赋予了很高的评价,这里好像记岔了,好像是天吾对这部小说很有好感,但是小松比较怀疑,然后小松看了之后也有了浓厚的兴趣,这里就是开端了,小松想让天吾来重写润色这部《空气蛹》,因为故事本身很有分量,但是描写手法叙事方式等都很拙劣,而天吾正好擅长这个,小松对天吾的评价是,描写技巧无可挑剔,就是故事主体的火花还没际遇迸发,需要一个导火索,这个就可以类比我们程序员,很多比较初中级的程序员主要擅长在原来的代码上修修改改或者给他分配个小功能,比较高级的程序员就需要能做一些项目的架构设计,核心的技术方案设计,以前我也觉得写文档这个比较无聊,但是当一个项目真的比较庞大,复杂的时候,整体和核心部分的架构设计和方案还是需要有文档沉淀的,不然别人不知道没法接受,自己过段时间也会忘记。

对于小松的这个建议,他的初衷是想搅一搅这个死气沉沉套路颇深的文坛,因为本身《空气蛹》这部小说的内容很吸引人,小松想通过天吾的润色补充让这部小说冲击新人奖,有种恶作剧的意图,天吾对此表示很多担心和顾虑,小松的这个建议其实也是一种文学作假,有两方面的担心,一方面是原作者深绘里是否同意如此操作,一方面是外界如果发现了这个事实会有什么样的后果,但是小松表示不用担心,前一步由小松牵线,让天吾跟原作者深绘里当面沟通这个代写是否被允许,结果当然是被允许了,这里有了对深绘里的初步描写,按我的理解是比较仙的感觉,然后语言沟通有些吃力,或者说有她自己的特色,当面沟通时貌似是让深绘里回去再考虑下,然后后面再由天吾去深绘里寄宿的戎野老师家沟通具体的细节。

2019年12月18日23:37:19 更新
去到戎野老师家之后,天吾知道了关于深绘里的一些事情,深绘里的父亲与戎野老师应该是老友,深绘里的父亲在当初成立了一个叫”先驱”的公社,一个独立运行的社会组织,以运营农场作为物资来源,追求更为松散的共同体,即不过分激进地公有制,进行松散的共同生活,承认私有财产,简而言之就是这样一个能稳定存活下来的独立社会组织,但是随着稳定运行,内部的激进派和稳健派开始出现分歧,不可磨合,后来两派就分裂了,深绘里的父亲,深田保留在了稳健派,但是此时其实深田保内心是矛盾的,以为一开始其实是他倡导的独立革命才组织起了这群人,然而现在他又认清了现实社会已经不太相信能通过革命来独立的可能性,后来激进派便开始越加封闭,而且进行军事训练和思想教育,而后这个先驱的激进派别便有了新的名字”黎明”,深绘里也是在此时从先驱逃离来投靠戎野老师
暂时先写到这,未完待续~

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村上春树《1Q84》读后感

看完了村上春树的《1Q84》,这应该是第五本看的他的书了,继 跑步,挪威的森林,刺杀骑士团长,海边的卡夫卡之后,不是其中最长的,好像是海边的卡夫卡还是刺杀骑士团长比较长一点,都是在微信读书上看的,比较方便,最开始在上面看的是高晓松的《鱼羊野史》,不知道为啥取这个名字,但是还是满吸引我的,不过由于去年的种种,没有很多心思把它看完,而且本身的组织形式就是比较松散的,看到哪算哪,其实一些野史部分是我比较喜欢,有些谈到人物的就不太有兴趣,而且类似于大祥哥吃的东西,反正都是哇,怎么这么好吃,嗯,太爱(niu)你(bi)了,高晓松就是这个人是我最喜欢的 xxx 家,我也没去细究过他有没有说重复过,反正是不太爱,后来因为这书还一度对战争史有了浓厚的兴趣,然而事实告诉我,大部头的战争史,其实正史我是真的啃不下去,我可能只对其中 10%的内容感兴趣,不过终于也在今年把它看完了,好像高晓松的晓说也最终季了,貌似其中讲朝鲜战争的还被和谐了,看样子是说出了一些故事(truth)。

本来只是想把 《1Q84》的读后感写下,现在觉得还是把这篇当成我今年的读书总结吧,不过先从《1Q84》说起。

严格来讲,这不是很书面化的读后感,可能我想写的也只是像聊天一样的说下我读过的书,包括的技术博客其实也是类似的,以后或许会转变,但是目前水平如此吧,写多了可能会变好,也可能不会。

开始正文吧,这书有点类似于海边的卡夫卡,一开始是通过两条故事线,穿插着叙述,一条是青豆的,不算是个职业杀手的女杀手,要去解决一个经常家暴的斯文败类,穿着描述得比较性感吧,杀人方式是通过比较长的细针,从脖子后面一个精巧的位置插入,可以造成是未知原因死亡的假象,可能会推断成心梗之类的,这里有个前置的细节,就是青豆是乘坐一辆很高级的出租车,内饰什么的都非常有质感,有点不像一辆出租车,然后车里放了一首比较小众的歌,雅纳切克的《小交响曲》,但是青豆知道它,这跟后面的情节也有些许关系,这是女主人公青豆的出场;相应的男主的出场印象不是太深刻,男主叫天吾,是个不知名的作家,跟一个叫小松的编辑有比较好的关系,虽然天吾还没有拿到比较有分量的奖项,但是小松很看好他,也让他帮忙审校一个新作家奖的投稿文章,虽然天吾自身还没获得过这个奖,天吾还有个正式工作,是当数学老师,天吾在学生时代是个数学天才,但后面有对文学产生了兴趣,文学还不足以养活自己,靠着教课还是能保持温饱;

接下来是正式故事的起点了,就是小松收到了一部小说投稿,名叫《空气蛹》,是个叫深绘里的女孩子投的稿,小松对他赋予了很高的评价,这里好像记岔了,好像是天吾对这部小说很有好感,但是小松比较怀疑,然后小松看了之后也有了浓厚的兴趣,这里就是开端了,小松想让天吾来重写润色这部《空气蛹》,因为故事本身很有分量,但是描写手法叙事方式等都很拙劣,而天吾正好擅长这个,小松对天吾的评价是,描写技巧无可挑剔,就是故事主体的火花还没际遇迸发,需要一个导火索,这个就可以类比我们程序员,很多比较初中级的程序员主要擅长在原来的代码上修修改改或者给他分配个小功能,比较高级的程序员就需要能做一些项目的架构设计,核心的技术方案设计,以前我也觉得写文档这个比较无聊,但是当一个项目真的比较庞大,复杂的时候,整体和核心部分的架构设计和方案还是需要有文档沉淀的,不然别人不知道没法接受,自己过段时间也会忘记。

对于小松的这个建议,他的初衷是想搅一搅这个死气沉沉套路颇深的文坛,因为本身《空气蛹》这部小说的内容很吸引人,小松想通过天吾的润色补充让这部小说冲击新人奖,有种恶作剧的意图,天吾对此表示很多担心和顾虑,小松的这个建议其实也是一种文学作假,有两方面的担心,一方面是原作者深绘里是否同意如此操作,一方面是外界如果发现了这个事实会有什么样的后果,但是小松表示不用担心,前一步由小松牵线,让天吾跟原作者深绘里当面沟通这个代写是否被允许,结果当然是被允许了,这里有了对深绘里的初步描写,按我的理解是比较仙的感觉,然后语言沟通有些吃力,或者说有她自己的特色,当面沟通时貌似是让深绘里回去再考虑下,然后后面再由天吾去深绘里寄宿的戎野老师家沟通具体的细节。

2019年12月18日23:37:19 更新
去到戎野老师家之后,天吾知道了关于深绘里的一些事情,深绘里的父亲与戎野老师应该是老友,深绘里的父亲在当初成立了一个叫”先驱”的公社,一个独立运行的社会组织,以运营农场作为物资来源,追求更为松散的共同体,即不过分激进地公有制,进行松散的共同生活,承认私有财产,简而言之就是这样一个能稳定存活下来的独立社会组织,但是随着稳定运行,内部的激进派和稳健派开始出现分歧,不可磨合,后来两派就分裂了,深绘里的父亲,深田保留在了稳健派,但是此时其实深田保内心是矛盾的,以为一开始其实是他倡导的独立革命才组织起了这群人,然而现在他又认清了现实社会已经不太相信能通过革命来独立的可能性,后来激进派便开始越加封闭,而且进行军事训练和思想教育,而后这个先驱的激进派别便有了新的名字”黎明”,深绘里也是在此时从先驱逃离来投靠戎野老师
暂时先写到这,未完待续~

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What hurts more, the pain of hard work or the pain of regret?

G1收集器概述

G1: The Garbage-First Collector, 垃圾回收优先的垃圾回收器,目标是用户多核 cpu 和大内存的机器,最大的特点就是可预测的停顿时间,官方给出的介绍是提供一个用户在大的堆内存情况下一个低延迟表现的解决方案,通常是 6GB 及以上的堆大小,有低于 0.5 秒稳定的可预测的停顿时间。

这里主要介绍这个比较新的垃圾回收器,在 G1 之前的垃圾回收器都是基于如下图的内存结构分布,有新生代,老年代和永久代(jdk8 之前),然后G1 往前的那些垃圾回收器都有个分代,比如 serial,parallel 等,一般有个应用的组合,最初的 serial 和 serial old,因为新生代和老年代的收集方式不太一样,新生代主要是标记复制,所以有 eden 跟两个 survival区,老年代一般用标记整理方式,而 G1 对这个不太一样。

看一下 G1 的内存分布

可以看到这有很大的不同,G1 通过将内存分成大小相等的 region,每个region是存在于一个连续的虚拟内存范围,对于某个 region 来说其角色是类似于原来的收集器的Eden、Survivor、Old Generation,这个具体在代码层面

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// We encode the value of the heap region type so the generation can be
// determined quickly. The tag is split into two parts:
//
// major type (young, old, humongous, archive) : top N-1 bits
// minor type (eden / survivor, starts / cont hum, etc.) : bottom 1 bit
//
// If there's need to increase the number of minor types in the
// future, we'll have to increase the size of the latter and hence
// decrease the size of the former.
//
// 00000 0 [ 0] Free
//
// 00001 0 [ 2] Young Mask
// 00001 0 [ 2] Eden
// 00001 1 [ 3] Survivor
//
// 00010 0 [ 4] Humongous Mask
// 00100 0 [ 8] Pinned Mask
// 00110 0 [12] Starts Humongous
// 00110 1 [13] Continues Humongous
//
// 01000 0 [16] Old Mask
//
// 10000 0 [32] Archive Mask
// 11100 0 [56] Open Archive
// 11100 1 [57] Closed Archive
//
typedef enum {
FreeTag = 0,

YoungMask = 2,
EdenTag = YoungMask,
SurvTag = YoungMask + 1,

HumongousMask = 4,
PinnedMask = 8,
StartsHumongousTag = HumongousMask | PinnedMask,
ContinuesHumongousTag = HumongousMask | PinnedMask + 1,

OldMask = 16,
OldTag = OldMask,

// Archive regions are regions with immutable content (i.e. not reclaimed, and
// not allocated into during regular operation). They differ in the kind of references
// allowed for the contained objects:
// - Closed archive regions form a separate self-contained (closed) object graph
// within the set of all of these regions. No references outside of closed
// archive regions are allowed.
// - Open archive regions have no restrictions on the references of their objects.
// Objects within these regions are allowed to have references to objects
// contained in any other kind of regions.
ArchiveMask = 32,
OpenArchiveTag = ArchiveMask | PinnedMask | OldMask,
ClosedArchiveTag = ArchiveMask | PinnedMask | OldMask + 1
} Tag;

hotspot/share/gc/g1/heapRegionType.hpp

当执行垃圾收集时,G1以类似于CMS收集器的方式运行。 G1执行并发全局标记阶段,以确定整个堆中对象的存活性。标记阶段完成后,G1知道哪些region是基本空的。它首先收集这些region,通常会产生大量的可用空间。这就是为什么这种垃圾收集方法称为“垃圾优先”的原因。顾名思义,G1将其收集和压缩活动集中在可能充满可回收对象(即垃圾)的堆区域。 G1使用暂停预测模型来满足用户定义的暂停时间目标,并根据指定的暂停时间目标选择要收集的区域数。

由G1标识为可回收的区域是使用撤离的方式(Evacuation)。 G1将对象从堆的一个或多个区域复制到堆上的单个区域,并在此过程中压缩并释放内存。撤离是在多处理器上并行执行的,以减少暂停时间并增加吞吐量。因此,对于每次垃圾收集,G1都在用户定义的暂停时间内连续工作以减少碎片。这是优于前面两种方法的。 CMS(并发标记扫描)垃圾收集器不进行压缩。 ParallelOld垃圾回收仅执行整个堆压缩,这导致相当长的暂停时间。

需要重点注意的是,G1不是实时收集器。它很有可能达到设定的暂停时间目标,但并非绝对确定。 G1根据先前收集的数据,估算在用户指定的目标时间内可以收集多少个区域。因此,收集器具有收集区域成本的合理准确的模型,并且收集器使用此模型来确定要收集哪些和多少个区域,同时保持在暂停时间目标之内。

注意:G1同时具有并发(与应用程序线程一起运行,例如优化,标记,清理)和并行(多线程,例如stw)阶段。Full GC仍然是单线程的,但是如果正确调优,您的应用程序应该可以避免Full GC。

在前面那篇中在代码层面简单的了解了这个可预测时间的过程,这也是 G1 的一大特点。

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What hurts more, the pain of hard work or the pain of regret?

G1收集器概述

G1: The Garbage-First Collector, 垃圾回收优先的垃圾回收器,目标是用户多核 cpu 和大内存的机器,最大的特点就是可预测的停顿时间,官方给出的介绍是提供一个用户在大的堆内存情况下一个低延迟表现的解决方案,通常是 6GB 及以上的堆大小,有低于 0.5 秒稳定的可预测的停顿时间。

这里主要介绍这个比较新的垃圾回收器,在 G1 之前的垃圾回收器都是基于如下图的内存结构分布,有新生代,老年代和永久代(jdk8 之前),然后G1 往前的那些垃圾回收器都有个分代,比如 serial,parallel 等,一般有个应用的组合,最初的 serial 和 serial old,因为新生代和老年代的收集方式不太一样,新生代主要是标记复制,所以有 eden 跟两个 survival区,老年代一般用标记整理方式,而 G1 对这个不太一样。

看一下 G1 的内存分布

可以看到这有很大的不同,G1 通过将内存分成大小相等的 region,每个region是存在于一个连续的虚拟内存范围,对于某个 region 来说其角色是类似于原来的收集器的Eden、Survivor、Old Generation,这个具体在代码层面

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// We encode the value of the heap region type so the generation can be
// determined quickly. The tag is split into two parts:
//
// major type (young, old, humongous, archive) : top N-1 bits
// minor type (eden / survivor, starts / cont hum, etc.) : bottom 1 bit
//
// If there's need to increase the number of minor types in the
// future, we'll have to increase the size of the latter and hence
// decrease the size of the former.
//
// 00000 0 [ 0] Free
//
// 00001 0 [ 2] Young Mask
// 00001 0 [ 2] Eden
// 00001 1 [ 3] Survivor
//
// 00010 0 [ 4] Humongous Mask
// 00100 0 [ 8] Pinned Mask
// 00110 0 [12] Starts Humongous
// 00110 1 [13] Continues Humongous
//
// 01000 0 [16] Old Mask
//
// 10000 0 [32] Archive Mask
// 11100 0 [56] Open Archive
// 11100 1 [57] Closed Archive
//
typedef enum {
FreeTag = 0,

YoungMask = 2,
EdenTag = YoungMask,
SurvTag = YoungMask + 1,

HumongousMask = 4,
PinnedMask = 8,
StartsHumongousTag = HumongousMask | PinnedMask,
ContinuesHumongousTag = HumongousMask | PinnedMask + 1,

OldMask = 16,
OldTag = OldMask,

// Archive regions are regions with immutable content (i.e. not reclaimed, and
// not allocated into during regular operation). They differ in the kind of references
// allowed for the contained objects:
// - Closed archive regions form a separate self-contained (closed) object graph
// within the set of all of these regions. No references outside of closed
// archive regions are allowed.
// - Open archive regions have no restrictions on the references of their objects.
// Objects within these regions are allowed to have references to objects
// contained in any other kind of regions.
ArchiveMask = 32,
OpenArchiveTag = ArchiveMask | PinnedMask | OldMask,
ClosedArchiveTag = ArchiveMask | PinnedMask | OldMask + 1
} Tag;

hotspot/share/gc/g1/heapRegionType.hpp

当执行垃圾收集时,G1以类似于CMS收集器的方式运行。 G1执行并发全局标记阶段,以确定整个堆中对象的存活性。标记阶段完成后,G1知道哪些region是基本空的。它首先收集这些region,通常会产生大量的可用空间。这就是为什么这种垃圾收集方法称为“垃圾优先”的原因。顾名思义,G1将其收集和压缩活动集中在可能充满可回收对象(即垃圾)的堆区域。 G1使用暂停预测模型来满足用户定义的暂停时间目标,并根据指定的暂停时间目标选择要收集的区域数。

由G1标识为可回收的区域是使用撤离的方式(Evacuation)。 G1将对象从堆的一个或多个区域复制到堆上的单个区域,并在此过程中压缩并释放内存。撤离是在多处理器上并行执行的,以减少暂停时间并增加吞吐量。因此,对于每次垃圾收集,G1都在用户定义的暂停时间内连续工作以减少碎片。这是优于前面两种方法的。 CMS(并发标记扫描)垃圾收集器不进行压缩。 ParallelOld垃圾回收仅执行整个堆压缩,这导致相当长的暂停时间。

需要重点注意的是,G1不是实时收集器。它很有可能达到设定的暂停时间目标,但并非绝对确定。 G1根据先前收集的数据,估算在用户指定的目标时间内可以收集多少个区域。因此,收集器具有收集区域成本的合理准确的模型,并且收集器使用此模型来确定要收集哪些和多少个区域,同时保持在暂停时间目标之内。

注意:G1同时具有并发(与应用程序线程一起运行,例如优化,标记,清理)和并行(多线程,例如stw)阶段。Full GC仍然是单线程的,但是如果正确调优,您的应用程序应该可以避免Full GC。

在前面那篇中在代码层面简单的了解了这个可预测时间的过程,这也是 G1 的一大特点。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

聊一下 RocketMQ 的 DefaultMQPushConsumer 源码

首先看下官方的小 demo

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public static void main(String[] args) throws InterruptedException, MQClientException {

/*
* Instantiate with specified consumer group name.
* 首先是new 一个对象出来,然后指定 Consumer 的 Group
* 同一类Consumer的集合,这类Consumer通常消费同一类消息且消费逻辑一致。消费者组使得在消息消费方面,实现负载均衡和容错的目标变得非常容易。要注意的是,消费者组的消费者实例必须订阅完全相同的Topic。RocketMQ 支持两种消息模式:集群消费(Clustering)和广播消费(Broadcasting)。
*/
DefaultMQPushConsumer consumer = new DefaultMQPushConsumer("please_rename_unique_group_name_4");

/*
* Specify name server addresses.
* <p/>
* 这里可以通知指定环境变量或者设置对象参数的形式指定名字空间服务的地址
*
* Alternatively, you may specify name server addresses via exporting environmental variable: NAMESRV_ADDR
* <pre>
* {@code
* consumer.setNamesrvAddr("name-server1-ip:9876;name-server2-ip:9876");
* }
* </pre>
*/

/*
* Specify where to start in case the specified consumer group is a brand new one.
* 指定消费起始点
*/
consumer.setConsumeFromWhere(ConsumeFromWhere.CONSUME_FROM_FIRST_OFFSET);

/*
* Subscribe one more more topics to consume.
* 指定订阅的 topic 跟 tag,注意后面的是个表达式,可以以 tag1 || tag2 || tag3 传入
*/
consumer.subscribe("TopicTest", "*");

/*
* Register callback to execute on arrival of messages fetched from brokers.
* 注册具体获得消息后的处理方法
*/
consumer.registerMessageListener(new MessageListenerConcurrently() {

@Override
public ConsumeConcurrentlyStatus consumeMessage(List<MessageExt> msgs,
ConsumeConcurrentlyContext context) {
System.out.printf("%s Receive New Messages: %s %n", Thread.currentThread().getName(), msgs);
return ConsumeConcurrentlyStatus.CONSUME_SUCCESS;
}
});

/*
* Launch the consumer instance.
* 启动消费者
*/
consumer.start();

System.out.printf("Consumer Started.%n");
}

然后就是看看 start 的过程了

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/**
* This method gets internal infrastructure readily to serve. Instances must call this method after configuration.
*
* @throws MQClientException if there is any client error.
*/
@Override
public void start() throws MQClientException {
setConsumerGroup(NamespaceUtil.wrapNamespace(this.getNamespace(), this.consumerGroup));
this.defaultMQPushConsumerImpl.start();
if (null != traceDispatcher) {
try {
traceDispatcher.start(this.getNamesrvAddr(), this.getAccessChannel());
} catch (MQClientException e) {
log.warn("trace dispatcher start failed ", e);
}
}
}

具体的逻辑在this.defaultMQPushConsumerImpl.start(),这个 defaultMQPushConsumerImpl 就是

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/**
* Internal implementation. Most of the functions herein are delegated to it.
*/
protected final transient DefaultMQPushConsumerImpl defaultMQPushConsumerImpl;
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public synchronized void start() throws MQClientException {
switch (this.serviceState) {
case CREATE_JUST:
log.info("the consumer [{}] start beginning. messageModel={}, isUnitMode={}", this.defaultMQPushConsumer.getConsumerGroup(),
this.defaultMQPushConsumer.getMessageModel(), this.defaultMQPushConsumer.isUnitMode());
// 这里比较巧妙,相当于想设立了个屏障,防止并发启动,不过这里并不是悲观锁,也不算个严格的乐观锁
this.serviceState = ServiceState.START_FAILED;

this.checkConfig();

this.copySubscription();

if (this.defaultMQPushConsumer.getMessageModel() == MessageModel.CLUSTERING) {
this.defaultMQPushConsumer.changeInstanceNameToPID();
}

// 这个mQClientFactory,负责管理client(consumer、producer),并提供多中功能接口供各个Service(Rebalance、PullMessage等)调用;大部分逻辑均在这个类中完成
this.mQClientFactory = MQClientManager.getInstance().getOrCreateMQClientInstance(this.defaultMQPushConsumer, this.rpcHook);

// 这个 rebalanceImpl 主要负责决定,当前的consumer应该从哪些Queue中消费消息;
this.rebalanceImpl.setConsumerGroup(this.defaultMQPushConsumer.getConsumerGroup());
this.rebalanceImpl.setMessageModel(this.defaultMQPushConsumer.getMessageModel());
this.rebalanceImpl.setAllocateMessageQueueStrategy(this.defaultMQPushConsumer.getAllocateMessageQueueStrategy());
this.rebalanceImpl.setmQClientFactory(this.mQClientFactory);

// 长连接,负责从broker处拉取消息,然后利用ConsumeMessageService回调用户的Listener执行消息消费逻辑
this.pullAPIWrapper = new PullAPIWrapper(
mQClientFactory,
this.defaultMQPushConsumer.getConsumerGroup(), isUnitMode());
this.pullAPIWrapper.registerFilterMessageHook(filterMessageHookList);

if (this.defaultMQPushConsumer.getOffsetStore() != null) {
this.offsetStore = this.defaultMQPushConsumer.getOffsetStore();
} else {
switch (this.defaultMQPushConsumer.getMessageModel()) {
case BROADCASTING:
this.offsetStore = new LocalFileOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
case CLUSTERING:
this.offsetStore = new RemoteBrokerOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
default:
break;
}
this.defaultMQPushConsumer.setOffsetStore(this.offsetStore);
}
// offsetStore 维护当前consumer的消费记录(offset);有两种实现,Local和Rmote,Local存储在本地磁盘上,适用于BROADCASTING广播消费模式;而Remote则将消费进度存储在Broker上,适用于CLUSTERING集群消费模式;
this.offsetStore.load();

if (this.getMessageListenerInner() instanceof MessageListenerOrderly) {
this.consumeOrderly = true;
this.consumeMessageService =
new ConsumeMessageOrderlyService(this, (MessageListenerOrderly) this.getMessageListenerInner());
} else if (this.getMessageListenerInner() instanceof MessageListenerConcurrently) {
this.consumeOrderly = false;
this.consumeMessageService =
new ConsumeMessageConcurrentlyService(this, (MessageListenerConcurrently) this.getMessageListenerInner());
}

// 实现所谓的"Push-被动"消费机制;从Broker拉取的消息后,封装成ConsumeRequest提交给ConsumeMessageSerivce,此service负责回调用户的Listener消费消息;
this.consumeMessageService.start();

boolean registerOK = mQClientFactory.registerConsumer(this.defaultMQPushConsumer.getConsumerGroup(), this);
if (!registerOK) {
this.serviceState = ServiceState.CREATE_JUST;
this.consumeMessageService.shutdown();
throw new MQClientException("The consumer group[" + this.defaultMQPushConsumer.getConsumerGroup()
+ "] has been created before, specify another name please." + FAQUrl.suggestTodo(FAQUrl.GROUP_NAME_DUPLICATE_URL),
null);
}

mQClientFactory.start();
log.info("the consumer [{}] start OK.", this.defaultMQPushConsumer.getConsumerGroup());
this.serviceState = ServiceState.RUNNING;
break;
case RUNNING:
case START_FAILED:
case SHUTDOWN_ALREADY:
throw new MQClientException("The PushConsumer service state not OK, maybe started once, "
+ this.serviceState
+ FAQUrl.suggestTodo(FAQUrl.CLIENT_SERVICE_NOT_OK),
null);
default:
break;
}

this.updateTopicSubscribeInfoWhenSubscriptionChanged();
this.mQClientFactory.checkClientInBroker();
this.mQClientFactory.sendHeartbeatToAllBrokerWithLock();
this.mQClientFactory.rebalanceImmediately();
}

然后我们往下看主要的目光聚焦mQClientFactory.start()

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public void start() throws MQClientException {

synchronized (this) {
switch (this.serviceState) {
case CREATE_JUST:
this.serviceState = ServiceState.START_FAILED;
// If not specified,looking address from name server
if (null == this.clientConfig.getNamesrvAddr()) {
this.mQClientAPIImpl.fetchNameServerAddr();
}
// Start request-response channel
// 这里主要是初始化了个网络客户端
this.mQClientAPIImpl.start();
// Start various schedule tasks
// 定时任务
this.startScheduledTask();
// Start pull service
// 这里重点说下
this.pullMessageService.start();
// Start rebalance service
this.rebalanceService.start();
// Start push service
this.defaultMQProducer.getDefaultMQProducerImpl().start(false);
log.info("the client factory [{}] start OK", this.clientId);
this.serviceState = ServiceState.RUNNING;
break;
case START_FAILED:
throw new MQClientException("The Factory object[" + this.getClientId() + "] has been created before, and failed.", null);
default:
break;
}
}
}

我们来看下这个 pullMessageService,org.apache.rocketmq.client.impl.consumer.PullMessageService,

实现了 runnable 接口,
然后可以看到 run 方法

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public void run() {
log.info(this.getServiceName() + " service started");

while (!this.isStopped()) {
try {
PullRequest pullRequest = this.pullRequestQueue.take();
this.pullMessage(pullRequest);
} catch (InterruptedException ignored) {
} catch (Exception e) {
log.error("Pull Message Service Run Method exception", e);
}
}

log.info(this.getServiceName() + " service end");
}

接着在看 pullMessage 方法

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private void pullMessage(final PullRequest pullRequest) {
final MQConsumerInner consumer = this.mQClientFactory.selectConsumer(pullRequest.getConsumerGroup());
if (consumer != null) {
DefaultMQPushConsumerImpl impl = (DefaultMQPushConsumerImpl) consumer;
impl.pullMessage(pullRequest);
} else {
log.warn("No matched consumer for the PullRequest {}, drop it", pullRequest);
}
}

实际上调用了这个方法,这个方法很长,我在代码里注释下下每一段的功能

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public void pullMessage(final PullRequest pullRequest) {
final ProcessQueue processQueue = pullRequest.getProcessQueue();
// 这里开始就是检查状态,确定是否往下执行
if (processQueue.isDropped()) {
log.info("the pull request[{}] is dropped.", pullRequest.toString());
return;
}

pullRequest.getProcessQueue().setLastPullTimestamp(System.currentTimeMillis());

try {
this.makeSureStateOK();
} catch (MQClientException e) {
log.warn("pullMessage exception, consumer state not ok", e);
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
return;
}

if (this.isPause()) {
log.warn("consumer was paused, execute pull request later. instanceName={}, group={}", this.defaultMQPushConsumer.getInstanceName(), this.defaultMQPushConsumer.getConsumerGroup());
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_SUSPEND);
return;
}

// 这块其实是个类似于限流的功能块,对消息数量和消息大小做限制
long cachedMessageCount = processQueue.getMsgCount().get();
long cachedMessageSizeInMiB = processQueue.getMsgSize().get() / (1024 * 1024);

if (cachedMessageCount > this.defaultMQPushConsumer.getPullThresholdForQueue()) {
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL);
if ((queueFlowControlTimes++ % 1000) == 0) {
log.warn(
"the cached message count exceeds the threshold {}, so do flow control, minOffset={}, maxOffset={}, count={}, size={} MiB, pullRequest={}, flowControlTimes={}",
this.defaultMQPushConsumer.getPullThresholdForQueue(), processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), cachedMessageCount, cachedMessageSizeInMiB, pullRequest, queueFlowControlTimes);
}
return;
}

if (cachedMessageSizeInMiB > this.defaultMQPushConsumer.getPullThresholdSizeForQueue()) {
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL);
if ((queueFlowControlTimes++ % 1000) == 0) {
log.warn(
"the cached message size exceeds the threshold {} MiB, so do flow control, minOffset={}, maxOffset={}, count={}, size={} MiB, pullRequest={}, flowControlTimes={}",
this.defaultMQPushConsumer.getPullThresholdSizeForQueue(), processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), cachedMessageCount, cachedMessageSizeInMiB, pullRequest, queueFlowControlTimes);
}
return;
}

// 若不是顺序消费(即DefaultMQPushConsumerImpl.consumeOrderly等于false),则检查ProcessQueue对象的msgTreeMap:TreeMap<Long,MessageExt>变量的第一个key值与最后一个key值之间的差额,该key值表示查询的队列偏移量queueoffset;若差额大于阈值(由DefaultMQPushConsumer. consumeConcurrentlyMaxSpan指定,默认是2000),则调用PullMessageService.executePullRequestLater方法,在50毫秒之后重新将该PullRequest请求放入PullMessageService.pullRequestQueue队列中;并跳出该方法;这里的意思主要就是消息有堆积了,等会再来拉取
if (!this.consumeOrderly) {
if (processQueue.getMaxSpan() > this.defaultMQPushConsumer.getConsumeConcurrentlyMaxSpan()) {
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL);
if ((queueMaxSpanFlowControlTimes++ % 1000) == 0) {
log.warn(
"the queue's messages, span too long, so do flow control, minOffset={}, maxOffset={}, maxSpan={}, pullRequest={}, flowControlTimes={}",
processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), processQueue.getMaxSpan(),
pullRequest, queueMaxSpanFlowControlTimes);
}
return;
}
} else {
if (processQueue.isLocked()) {
if (!pullRequest.isLockedFirst()) {
final long offset = this.rebalanceImpl.computePullFromWhere(pullRequest.getMessageQueue());
boolean brokerBusy = offset < pullRequest.getNextOffset();
log.info("the first time to pull message, so fix offset from broker. pullRequest: {} NewOffset: {} brokerBusy: {}",
pullRequest, offset, brokerBusy);
if (brokerBusy) {
log.info("[NOTIFYME]the first time to pull message, but pull request offset larger than broker consume offset. pullRequest: {} NewOffset: {}",
pullRequest, offset);
}

pullRequest.setLockedFirst(true);
pullRequest.setNextOffset(offset);
}
} else {
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
log.info("pull message later because not locked in broker, {}", pullRequest);
return;
}
}

// 以PullRequest.messageQueue对象的topic值为参数从RebalanceImpl.subscriptionInner: ConcurrentHashMap, SubscriptionData>中获取对应的SubscriptionData对象,若该对象为null,考虑到并发的关系,调用executePullRequestLater方法,稍后重试;并跳出该方法;
final SubscriptionData subscriptionData = this.rebalanceImpl.getSubscriptionInner().get(pullRequest.getMessageQueue().getTopic());
if (null == subscriptionData) {
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
log.warn("find the consumer's subscription failed, {}", pullRequest);
return;
}

final long beginTimestamp = System.currentTimeMillis();

// 异步拉取回调,先不讨论细节
PullCallback pullCallback = new PullCallback() {
@Override
public void onSuccess(PullResult pullResult) {
if (pullResult != null) {
pullResult = DefaultMQPushConsumerImpl.this.pullAPIWrapper.processPullResult(pullRequest.getMessageQueue(), pullResult,
subscriptionData);

switch (pullResult.getPullStatus()) {
case FOUND:
long prevRequestOffset = pullRequest.getNextOffset();
pullRequest.setNextOffset(pullResult.getNextBeginOffset());
long pullRT = System.currentTimeMillis() - beginTimestamp;
DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullRT(pullRequest.getConsumerGroup(),
pullRequest.getMessageQueue().getTopic(), pullRT);

long firstMsgOffset = Long.MAX_VALUE;
if (pullResult.getMsgFoundList() == null || pullResult.getMsgFoundList().isEmpty()) {
DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
} else {
firstMsgOffset = pullResult.getMsgFoundList().get(0).getQueueOffset();

DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullTPS(pullRequest.getConsumerGroup(),
pullRequest.getMessageQueue().getTopic(), pullResult.getMsgFoundList().size());

boolean dispatchToConsume = processQueue.putMessage(pullResult.getMsgFoundList());
DefaultMQPushConsumerImpl.this.consumeMessageService.submitConsumeRequest(
pullResult.getMsgFoundList(),
processQueue,
pullRequest.getMessageQueue(),
dispatchToConsume);

if (DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval() > 0) {
DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest,
DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval());
} else {
DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
}
}

if (pullResult.getNextBeginOffset() < prevRequestOffset
|| firstMsgOffset < prevRequestOffset) {
log.warn(
"[BUG] pull message result maybe data wrong, nextBeginOffset: {} firstMsgOffset: {} prevRequestOffset: {}",
pullResult.getNextBeginOffset(),
firstMsgOffset,
prevRequestOffset);
}

break;
case NO_NEW_MSG:
pullRequest.setNextOffset(pullResult.getNextBeginOffset());

DefaultMQPushConsumerImpl.this.correctTagsOffset(pullRequest);

DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
break;
case NO_MATCHED_MSG:
pullRequest.setNextOffset(pullResult.getNextBeginOffset());

DefaultMQPushConsumerImpl.this.correctTagsOffset(pullRequest);

DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
break;
case OFFSET_ILLEGAL:
log.warn("the pull request offset illegal, {} {}",
pullRequest.toString(), pullResult.toString());
pullRequest.setNextOffset(pullResult.getNextBeginOffset());

pullRequest.getProcessQueue().setDropped(true);
DefaultMQPushConsumerImpl.this.executeTaskLater(new Runnable() {

@Override
public void run() {
try {
DefaultMQPushConsumerImpl.this.offsetStore.updateOffset(pullRequest.getMessageQueue(),
pullRequest.getNextOffset(), false);

DefaultMQPushConsumerImpl.this.offsetStore.persist(pullRequest.getMessageQueue());

DefaultMQPushConsumerImpl.this.rebalanceImpl.removeProcessQueue(pullRequest.getMessageQueue());

log.warn("fix the pull request offset, {}", pullRequest);
} catch (Throwable e) {
log.error("executeTaskLater Exception", e);
}
}
}, 10000);
break;
default:
break;
}
}
}

@Override
public void onException(Throwable e) {
if (!pullRequest.getMessageQueue().getTopic().startsWith(MixAll.RETRY_GROUP_TOPIC_PREFIX)) {
log.warn("execute the pull request exception", e);
}

DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
}
};
// 如果为集群模式,即可置commitOffsetEnable为 true
boolean commitOffsetEnable = false;
long commitOffsetValue = 0L;
if (MessageModel.CLUSTERING == this.defaultMQPushConsumer.getMessageModel()) {
commitOffsetValue = this.offsetStore.readOffset(pullRequest.getMessageQueue(), ReadOffsetType.READ_FROM_MEMORY);
if (commitOffsetValue > 0) {
commitOffsetEnable = true;
}
}

// 将上面获得的commitOffsetEnable更新到订阅关系里
String subExpression = null;
boolean classFilter = false;
SubscriptionData sd = this.rebalanceImpl.getSubscriptionInner().get(pullRequest.getMessageQueue().getTopic());
if (sd != null) {
if (this.defaultMQPushConsumer.isPostSubscriptionWhenPull() && !sd.isClassFilterMode()) {
subExpression = sd.getSubString();
}

classFilter = sd.isClassFilterMode();
}

// 组成 sysFlag
int sysFlag = PullSysFlag.buildSysFlag(
commitOffsetEnable, // commitOffset
true, // suspend
subExpression != null, // subscription
classFilter // class filter
);
// 调用真正的拉取消息接口
try {
this.pullAPIWrapper.pullKernelImpl(
pullRequest.getMessageQueue(),
subExpression,
subscriptionData.getExpressionType(),
subscriptionData.getSubVersion(),
pullRequest.getNextOffset(),
this.defaultMQPushConsumer.getPullBatchSize(),
sysFlag,
commitOffsetValue,
BROKER_SUSPEND_MAX_TIME_MILLIS,
CONSUMER_TIMEOUT_MILLIS_WHEN_SUSPEND,
CommunicationMode.ASYNC,
pullCallback
);
} catch (Exception e) {
log.error("pullKernelImpl exception", e);
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
}
}

以下就是拉取消息的底层 api,不够不是特别复杂,主要是在找 broker,和设置请求参数

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public PullResult pullKernelImpl(
final MessageQueue mq,
final String subExpression,
final String expressionType,
final long subVersion,
final long offset,
final int maxNums,
final int sysFlag,
final long commitOffset,
final long brokerSuspendMaxTimeMillis,
final long timeoutMillis,
final CommunicationMode communicationMode,
final PullCallback pullCallback
) throws MQClientException, RemotingException, MQBrokerException, InterruptedException {
FindBrokerResult findBrokerResult =
this.mQClientFactory.findBrokerAddressInSubscribe(mq.getBrokerName(),
this.recalculatePullFromWhichNode(mq), false);
if (null == findBrokerResult) {
this.mQClientFactory.updateTopicRouteInfoFromNameServer(mq.getTopic());
findBrokerResult =
this.mQClientFactory.findBrokerAddressInSubscribe(mq.getBrokerName(),
this.recalculatePullFromWhichNode(mq), false);
}

if (findBrokerResult != null) {
{
// check version
if (!ExpressionType.isTagType(expressionType)
&& findBrokerResult.getBrokerVersion() < MQVersion.Version.V4_1_0_SNAPSHOT.ordinal()) {
throw new MQClientException("The broker[" + mq.getBrokerName() + ", "
+ findBrokerResult.getBrokerVersion() + "] does not upgrade to support for filter message by " + expressionType, null);
}
}
int sysFlagInner = sysFlag;

if (findBrokerResult.isSlave()) {
sysFlagInner = PullSysFlag.clearCommitOffsetFlag(sysFlagInner);
}

PullMessageRequestHeader requestHeader = new PullMessageRequestHeader();
requestHeader.setConsumerGroup(this.consumerGroup);
requestHeader.setTopic(mq.getTopic());
requestHeader.setQueueId(mq.getQueueId());
requestHeader.setQueueOffset(offset);
requestHeader.setMaxMsgNums(maxNums);
requestHeader.setSysFlag(sysFlagInner);
requestHeader.setCommitOffset(commitOffset);
requestHeader.setSuspendTimeoutMillis(brokerSuspendMaxTimeMillis);
requestHeader.setSubscription(subExpression);
requestHeader.setSubVersion(subVersion);
requestHeader.setExpressionType(expressionType);

String brokerAddr = findBrokerResult.getBrokerAddr();
if (PullSysFlag.hasClassFilterFlag(sysFlagInner)) {
brokerAddr = computPullFromWhichFilterServer(mq.getTopic(), brokerAddr);
}

PullResult pullResult = this.mQClientFactory.getMQClientAPIImpl().pullMessage(
brokerAddr,
requestHeader,
timeoutMillis,
communicationMode,
pullCallback);

return pullResult;
}

throw new MQClientException("The broker[" + mq.getBrokerName() + "] not exist", null);
}

再看下一步的

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public PullResult pullMessage(
final String addr,
final PullMessageRequestHeader requestHeader,
final long timeoutMillis,
final CommunicationMode communicationMode,
final PullCallback pullCallback
) throws RemotingException, MQBrokerException, InterruptedException {
RemotingCommand request = RemotingCommand.createRequestCommand(RequestCode.PULL_MESSAGE, requestHeader);

switch (communicationMode) {
case ONEWAY:
assert false;
return null;
case ASYNC:
this.pullMessageAsync(addr, request, timeoutMillis, pullCallback);
return null;
case SYNC:
return this.pullMessageSync(addr, request, timeoutMillis);
default:
assert false;
break;
}

return null;
}

通过 communicationMode 判断是同步拉取还是异步拉取,异步就调用

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private void pullMessageAsync(
final String addr,
final RemotingCommand request,
final long timeoutMillis,
final PullCallback pullCallback
) throws RemotingException, InterruptedException {
this.remotingClient.invokeAsync(addr, request, timeoutMillis, new InvokeCallback() {
@Override
public void operationComplete(ResponseFuture responseFuture) {
异步
RemotingCommand response = responseFuture.getResponseCommand();
if (response != null) {
try {
PullResult pullResult = MQClientAPIImpl.this.processPullResponse(response);
assert pullResult != null;
pullCallback.onSuccess(pullResult);
} catch (Exception e) {
pullCallback.onException(e);
}
} else {
if (!responseFuture.isSendRequestOK()) {
pullCallback.onException(new MQClientException("send request failed to " + addr + ". Request: " + request, responseFuture.getCause()));
} else if (responseFuture.isTimeout()) {
pullCallback.onException(new MQClientException("wait response from " + addr + " timeout :" + responseFuture.getTimeoutMillis() + "ms" + ". Request: " + request,
responseFuture.getCause()));
} else {
pullCallback.onException(new MQClientException("unknown reason. addr: " + addr + ", timeoutMillis: " + timeoutMillis + ". Request: " + request, responseFuture.getCause()));
}
}
}
});
}

并且会调用前面 pullCallback 的onSuccess和onException方法,同步的就是调用

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private PullResult pullMessageSync(
final String addr,
final RemotingCommand request,
final long timeoutMillis
) throws RemotingException, InterruptedException, MQBrokerException {
RemotingCommand response = this.remotingClient.invokeSync(addr, request, timeoutMillis);
assert response != null;
return this.processPullResponse(response);
}

然后就是这个 remotingClient 的 invokeAsync 跟 invokeSync 方法

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@Override
public void invokeAsync(String addr, RemotingCommand request, long timeoutMillis, InvokeCallback invokeCallback)
throws InterruptedException, RemotingConnectException, RemotingTooMuchRequestException, RemotingTimeoutException,
RemotingSendRequestException {
long beginStartTime = System.currentTimeMillis();
final Channel channel = this.getAndCreateChannel(addr);
if (channel != null && channel.isActive()) {
try {
doBeforeRpcHooks(addr, request);
long costTime = System.currentTimeMillis() - beginStartTime;
if (timeoutMillis < costTime) {
throw new RemotingTooMuchRequestException("invokeAsync call timeout");
}
this.invokeAsyncImpl(channel, request, timeoutMillis - costTime, invokeCallback);
} catch (RemotingSendRequestException e) {
log.warn("invokeAsync: send request exception, so close the channel[{}]", addr);
this.closeChannel(addr, channel);
throw e;
}
} else {
this.closeChannel(addr, channel);
throw new RemotingConnectException(addr);
}
}
@Override
public RemotingCommand invokeSync(String addr, final RemotingCommand request, long timeoutMillis)
throws InterruptedException, RemotingConnectException, RemotingSendRequestException, RemotingTimeoutException {
long beginStartTime = System.currentTimeMillis();
final Channel channel = this.getAndCreateChannel(addr);
if (channel != null && channel.isActive()) {
try {
doBeforeRpcHooks(addr, request);
long costTime = System.currentTimeMillis() - beginStartTime;
if (timeoutMillis < costTime) {
throw new RemotingTimeoutException("invokeSync call timeout");
}
RemotingCommand response = this.invokeSyncImpl(channel, request, timeoutMillis - costTime);
doAfterRpcHooks(RemotingHelper.parseChannelRemoteAddr(channel), request, response);
return response;
} catch (RemotingSendRequestException e) {
log.warn("invokeSync: send request exception, so close the channel[{}]", addr);
this.closeChannel(addr, channel);
throw e;
} catch (RemotingTimeoutException e) {
if (nettyClientConfig.isClientCloseSocketIfTimeout()) {
this.closeChannel(addr, channel);
log.warn("invokeSync: close socket because of timeout, {}ms, {}", timeoutMillis, addr);
}
log.warn("invokeSync: wait response timeout exception, the channel[{}]", addr);
throw e;
}
} else {
this.closeChannel(addr, channel);
throw new RemotingConnectException(addr);
}
}

再往下看

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public RemotingCommand invokeSyncImpl(final Channel channel, final RemotingCommand request,
final long timeoutMillis)
throws InterruptedException, RemotingSendRequestException, RemotingTimeoutException {
final int opaque = request.getOpaque();

try {
同步跟异步都是会把结果用ResponseFuture抱起来
final ResponseFuture responseFuture = new ResponseFuture(channel, opaque, timeoutMillis, null, null);
this.responseTable.put(opaque, responseFuture);
final SocketAddress addr = channel.remoteAddress();
channel.writeAndFlush(request).addListener(new ChannelFutureListener() {
@Override
public void operationComplete(ChannelFuture f) throws Exception {
if (f.isSuccess()) {
responseFuture.setSendRequestOK(true);
return;
} else {
responseFuture.setSendRequestOK(false);
}

responseTable.remove(opaque);
responseFuture.setCause(f.cause());
responseFuture.putResponse(null);
log.warn("send a request command to channel <" + addr + "> failed.");
}
});
// 区别是同步的是在这等待
RemotingCommand responseCommand = responseFuture.waitResponse(timeoutMillis);
if (null == responseCommand) {
if (responseFuture.isSendRequestOK()) {
throw new RemotingTimeoutException(RemotingHelper.parseSocketAddressAddr(addr), timeoutMillis,
responseFuture.getCause());
} else {
throw new RemotingSendRequestException(RemotingHelper.parseSocketAddressAddr(addr), responseFuture.getCause());
}
}

return responseCommand;
} finally {
this.responseTable.remove(opaque);
}
}

public void invokeAsyncImpl(final Channel channel, final RemotingCommand request, final long timeoutMillis,
final InvokeCallback invokeCallback)
throws InterruptedException, RemotingTooMuchRequestException, RemotingTimeoutException, RemotingSendRequestException {
long beginStartTime = System.currentTimeMillis();
final int opaque = request.getOpaque();
boolean acquired = this.semaphoreAsync.tryAcquire(timeoutMillis, TimeUnit.MILLISECONDS);
if (acquired) {
final SemaphoreReleaseOnlyOnce once = new SemaphoreReleaseOnlyOnce(this.semaphoreAsync);
long costTime = System.currentTimeMillis() - beginStartTime;
if (timeoutMillis < costTime) {
once.release();
throw new RemotingTimeoutException("invokeAsyncImpl call timeout");
}

final ResponseFuture responseFuture = new ResponseFuture(channel, opaque, timeoutMillis - costTime, invokeCallback, once);
this.responseTable.put(opaque, responseFuture);
try {
channel.writeAndFlush(request).addListener(new ChannelFutureListener() {
@Override
public void operationComplete(ChannelFuture f) throws Exception {
if (f.isSuccess()) {
responseFuture.setSendRequestOK(true);
return;
}
requestFail(opaque);
log.warn("send a request command to channel <{}> failed.", RemotingHelper.parseChannelRemoteAddr(channel));
}
});
} catch (Exception e) {
responseFuture.release();
log.warn("send a request command to channel <" + RemotingHelper.parseChannelRemoteAddr(channel) + "> Exception", e);
throw new RemotingSendRequestException(RemotingHelper.parseChannelRemoteAddr(channel), e);
}
} else {
if (timeoutMillis <= 0) {
throw new RemotingTooMuchRequestException("invokeAsyncImpl invoke too fast");
} else {
String info =
String.format("invokeAsyncImpl tryAcquire semaphore timeout, %dms, waiting thread nums: %d semaphoreAsyncValue: %d",
timeoutMillis,
this.semaphoreAsync.getQueueLength(),
this.semaphoreAsync.availablePermits()
);
log.warn(info);
throw new RemotingTimeoutException(info);
}
}
}
0%
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What hurts more, the pain of hard work or the pain of regret?

聊一下 RocketMQ 的 DefaultMQPushConsumer 源码

首先看下官方的小 demo

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public static void main(String[] args) throws InterruptedException, MQClientException {

/*
* Instantiate with specified consumer group name.
* 首先是new 一个对象出来,然后指定 Consumer 的 Group
* 同一类Consumer的集合,这类Consumer通常消费同一类消息且消费逻辑一致。消费者组使得在消息消费方面,实现负载均衡和容错的目标变得非常容易。要注意的是,消费者组的消费者实例必须订阅完全相同的Topic。RocketMQ 支持两种消息模式:集群消费(Clustering)和广播消费(Broadcasting)。
*/
DefaultMQPushConsumer consumer = new DefaultMQPushConsumer("please_rename_unique_group_name_4");

/*
* Specify name server addresses.
* <p/>
* 这里可以通知指定环境变量或者设置对象参数的形式指定名字空间服务的地址
*
* Alternatively, you may specify name server addresses via exporting environmental variable: NAMESRV_ADDR
* <pre>
* {@code
* consumer.setNamesrvAddr("name-server1-ip:9876;name-server2-ip:9876");
* }
* </pre>
*/

/*
* Specify where to start in case the specified consumer group is a brand new one.
* 指定消费起始点
*/
consumer.setConsumeFromWhere(ConsumeFromWhere.CONSUME_FROM_FIRST_OFFSET);

/*
* Subscribe one more more topics to consume.
* 指定订阅的 topic 跟 tag,注意后面的是个表达式,可以以 tag1 || tag2 || tag3 传入
*/
consumer.subscribe("TopicTest", "*");

/*
* Register callback to execute on arrival of messages fetched from brokers.
* 注册具体获得消息后的处理方法
*/
consumer.registerMessageListener(new MessageListenerConcurrently() {

@Override
public ConsumeConcurrentlyStatus consumeMessage(List<MessageExt> msgs,
ConsumeConcurrentlyContext context) {
System.out.printf("%s Receive New Messages: %s %n", Thread.currentThread().getName(), msgs);
return ConsumeConcurrentlyStatus.CONSUME_SUCCESS;
}
});

/*
* Launch the consumer instance.
* 启动消费者
*/
consumer.start();

System.out.printf("Consumer Started.%n");
}

然后就是看看 start 的过程了

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/**
* This method gets internal infrastructure readily to serve. Instances must call this method after configuration.
*
* @throws MQClientException if there is any client error.
*/
@Override
public void start() throws MQClientException {
setConsumerGroup(NamespaceUtil.wrapNamespace(this.getNamespace(), this.consumerGroup));
this.defaultMQPushConsumerImpl.start();
if (null != traceDispatcher) {
try {
traceDispatcher.start(this.getNamesrvAddr(), this.getAccessChannel());
} catch (MQClientException e) {
log.warn("trace dispatcher start failed ", e);
}
}
}

具体的逻辑在this.defaultMQPushConsumerImpl.start(),这个 defaultMQPushConsumerImpl 就是

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/**
* Internal implementation. Most of the functions herein are delegated to it.
*/
protected final transient DefaultMQPushConsumerImpl defaultMQPushConsumerImpl;
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public synchronized void start() throws MQClientException {
switch (this.serviceState) {
case CREATE_JUST:
log.info("the consumer [{}] start beginning. messageModel={}, isUnitMode={}", this.defaultMQPushConsumer.getConsumerGroup(),
this.defaultMQPushConsumer.getMessageModel(), this.defaultMQPushConsumer.isUnitMode());
// 这里比较巧妙,相当于想设立了个屏障,防止并发启动,不过这里并不是悲观锁,也不算个严格的乐观锁
this.serviceState = ServiceState.START_FAILED;

this.checkConfig();

this.copySubscription();

if (this.defaultMQPushConsumer.getMessageModel() == MessageModel.CLUSTERING) {
this.defaultMQPushConsumer.changeInstanceNameToPID();
}

// 这个mQClientFactory,负责管理client(consumer、producer),并提供多中功能接口供各个Service(Rebalance、PullMessage等)调用;大部分逻辑均在这个类中完成
this.mQClientFactory = MQClientManager.getInstance().getOrCreateMQClientInstance(this.defaultMQPushConsumer, this.rpcHook);

// 这个 rebalanceImpl 主要负责决定,当前的consumer应该从哪些Queue中消费消息;
this.rebalanceImpl.setConsumerGroup(this.defaultMQPushConsumer.getConsumerGroup());
this.rebalanceImpl.setMessageModel(this.defaultMQPushConsumer.getMessageModel());
this.rebalanceImpl.setAllocateMessageQueueStrategy(this.defaultMQPushConsumer.getAllocateMessageQueueStrategy());
this.rebalanceImpl.setmQClientFactory(this.mQClientFactory);

// 长连接,负责从broker处拉取消息,然后利用ConsumeMessageService回调用户的Listener执行消息消费逻辑
this.pullAPIWrapper = new PullAPIWrapper(
mQClientFactory,
this.defaultMQPushConsumer.getConsumerGroup(), isUnitMode());
this.pullAPIWrapper.registerFilterMessageHook(filterMessageHookList);

if (this.defaultMQPushConsumer.getOffsetStore() != null) {
this.offsetStore = this.defaultMQPushConsumer.getOffsetStore();
} else {
switch (this.defaultMQPushConsumer.getMessageModel()) {
case BROADCASTING:
this.offsetStore = new LocalFileOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
case CLUSTERING:
this.offsetStore = new RemoteBrokerOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
default:
break;
}
this.defaultMQPushConsumer.setOffsetStore(this.offsetStore);
}
// offsetStore 维护当前consumer的消费记录(offset);有两种实现,Local和Rmote,Local存储在本地磁盘上,适用于BROADCASTING广播消费模式;而Remote则将消费进度存储在Broker上,适用于CLUSTERING集群消费模式;
this.offsetStore.load();

if (this.getMessageListenerInner() instanceof MessageListenerOrderly) {
this.consumeOrderly = true;
this.consumeMessageService =
new ConsumeMessageOrderlyService(this, (MessageListenerOrderly) this.getMessageListenerInner());
} else if (this.getMessageListenerInner() instanceof MessageListenerConcurrently) {
this.consumeOrderly = false;
this.consumeMessageService =
new ConsumeMessageConcurrentlyService(this, (MessageListenerConcurrently) this.getMessageListenerInner());
}

// 实现所谓的"Push-被动"消费机制;从Broker拉取的消息后,封装成ConsumeRequest提交给ConsumeMessageSerivce,此service负责回调用户的Listener消费消息;
this.consumeMessageService.start();

boolean registerOK = mQClientFactory.registerConsumer(this.defaultMQPushConsumer.getConsumerGroup(), this);
if (!registerOK) {
this.serviceState = ServiceState.CREATE_JUST;
this.consumeMessageService.shutdown();
throw new MQClientException("The consumer group[" + this.defaultMQPushConsumer.getConsumerGroup()
+ "] has been created before, specify another name please." + FAQUrl.suggestTodo(FAQUrl.GROUP_NAME_DUPLICATE_URL),
null);
}

mQClientFactory.start();
log.info("the consumer [{}] start OK.", this.defaultMQPushConsumer.getConsumerGroup());
this.serviceState = ServiceState.RUNNING;
break;
case RUNNING:
case START_FAILED:
case SHUTDOWN_ALREADY:
throw new MQClientException("The PushConsumer service state not OK, maybe started once, "
+ this.serviceState
+ FAQUrl.suggestTodo(FAQUrl.CLIENT_SERVICE_NOT_OK),
null);
default:
break;
}

this.updateTopicSubscribeInfoWhenSubscriptionChanged();
this.mQClientFactory.checkClientInBroker();
this.mQClientFactory.sendHeartbeatToAllBrokerWithLock();
this.mQClientFactory.rebalanceImmediately();
}

然后我们往下看主要的目光聚焦mQClientFactory.start()

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public void start() throws MQClientException {

synchronized (this) {
switch (this.serviceState) {
case CREATE_JUST:
this.serviceState = ServiceState.START_FAILED;
// If not specified,looking address from name server
if (null == this.clientConfig.getNamesrvAddr()) {
this.mQClientAPIImpl.fetchNameServerAddr();
}
// Start request-response channel
// 这里主要是初始化了个网络客户端
this.mQClientAPIImpl.start();
// Start various schedule tasks
// 定时任务
this.startScheduledTask();
// Start pull service
// 这里重点说下
this.pullMessageService.start();
// Start rebalance service
this.rebalanceService.start();
// Start push service
this.defaultMQProducer.getDefaultMQProducerImpl().start(false);
log.info("the client factory [{}] start OK", this.clientId);
this.serviceState = ServiceState.RUNNING;
break;
case START_FAILED:
throw new MQClientException("The Factory object[" + this.getClientId() + "] has been created before, and failed.", null);
default:
break;
}
}
}

我们来看下这个 pullMessageService,org.apache.rocketmq.client.impl.consumer.PullMessageService,

实现了 runnable 接口,
然后可以看到 run 方法

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public void run() {
log.info(this.getServiceName() + " service started");

while (!this.isStopped()) {
try {
PullRequest pullRequest = this.pullRequestQueue.take();
this.pullMessage(pullRequest);
} catch (InterruptedException ignored) {
} catch (Exception e) {
log.error("Pull Message Service Run Method exception", e);
}
}

log.info(this.getServiceName() + " service end");
}

接着在看 pullMessage 方法

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private void pullMessage(final PullRequest pullRequest) {
final MQConsumerInner consumer = this.mQClientFactory.selectConsumer(pullRequest.getConsumerGroup());
if (consumer != null) {
DefaultMQPushConsumerImpl impl = (DefaultMQPushConsumerImpl) consumer;
impl.pullMessage(pullRequest);
} else {
log.warn("No matched consumer for the PullRequest {}, drop it", pullRequest);
}
}

实际上调用了这个方法,这个方法很长,我在代码里注释下下每一段的功能

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public void pullMessage(final PullRequest pullRequest) {
final ProcessQueue processQueue = pullRequest.getProcessQueue();
// 这里开始就是检查状态,确定是否往下执行
if (processQueue.isDropped()) {
log.info("the pull request[{}] is dropped.", pullRequest.toString());
return;
}

pullRequest.getProcessQueue().setLastPullTimestamp(System.currentTimeMillis());

try {
this.makeSureStateOK();
} catch (MQClientException e) {
log.warn("pullMessage exception, consumer state not ok", e);
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
return;
}

if (this.isPause()) {
log.warn("consumer was paused, execute pull request later. instanceName={}, group={}", this.defaultMQPushConsumer.getInstanceName(), this.defaultMQPushConsumer.getConsumerGroup());
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_SUSPEND);
return;
}

// 这块其实是个类似于限流的功能块,对消息数量和消息大小做限制
long cachedMessageCount = processQueue.getMsgCount().get();
long cachedMessageSizeInMiB = processQueue.getMsgSize().get() / (1024 * 1024);

if (cachedMessageCount > this.defaultMQPushConsumer.getPullThresholdForQueue()) {
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL);
if ((queueFlowControlTimes++ % 1000) == 0) {
log.warn(
"the cached message count exceeds the threshold {}, so do flow control, minOffset={}, maxOffset={}, count={}, size={} MiB, pullRequest={}, flowControlTimes={}",
this.defaultMQPushConsumer.getPullThresholdForQueue(), processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), cachedMessageCount, cachedMessageSizeInMiB, pullRequest, queueFlowControlTimes);
}
return;
}

if (cachedMessageSizeInMiB > this.defaultMQPushConsumer.getPullThresholdSizeForQueue()) {
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL);
if ((queueFlowControlTimes++ % 1000) == 0) {
log.warn(
"the cached message size exceeds the threshold {} MiB, so do flow control, minOffset={}, maxOffset={}, count={}, size={} MiB, pullRequest={}, flowControlTimes={}",
this.defaultMQPushConsumer.getPullThresholdSizeForQueue(), processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), cachedMessageCount, cachedMessageSizeInMiB, pullRequest, queueFlowControlTimes);
}
return;
}

// 若不是顺序消费(即DefaultMQPushConsumerImpl.consumeOrderly等于false),则检查ProcessQueue对象的msgTreeMap:TreeMap<Long,MessageExt>变量的第一个key值与最后一个key值之间的差额,该key值表示查询的队列偏移量queueoffset;若差额大于阈值(由DefaultMQPushConsumer. consumeConcurrentlyMaxSpan指定,默认是2000),则调用PullMessageService.executePullRequestLater方法,在50毫秒之后重新将该PullRequest请求放入PullMessageService.pullRequestQueue队列中;并跳出该方法;这里的意思主要就是消息有堆积了,等会再来拉取
if (!this.consumeOrderly) {
if (processQueue.getMaxSpan() > this.defaultMQPushConsumer.getConsumeConcurrentlyMaxSpan()) {
this.executePullRequestLater(pullRequest, PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL);
if ((queueMaxSpanFlowControlTimes++ % 1000) == 0) {
log.warn(
"the queue's messages, span too long, so do flow control, minOffset={}, maxOffset={}, maxSpan={}, pullRequest={}, flowControlTimes={}",
processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), processQueue.getMaxSpan(),
pullRequest, queueMaxSpanFlowControlTimes);
}
return;
}
} else {
if (processQueue.isLocked()) {
if (!pullRequest.isLockedFirst()) {
final long offset = this.rebalanceImpl.computePullFromWhere(pullRequest.getMessageQueue());
boolean brokerBusy = offset < pullRequest.getNextOffset();
log.info("the first time to pull message, so fix offset from broker. pullRequest: {} NewOffset: {} brokerBusy: {}",
pullRequest, offset, brokerBusy);
if (brokerBusy) {
log.info("[NOTIFYME]the first time to pull message, but pull request offset larger than broker consume offset. pullRequest: {} NewOffset: {}",
pullRequest, offset);
}

pullRequest.setLockedFirst(true);
pullRequest.setNextOffset(offset);
}
} else {
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
log.info("pull message later because not locked in broker, {}", pullRequest);
return;
}
}

// 以PullRequest.messageQueue对象的topic值为参数从RebalanceImpl.subscriptionInner: ConcurrentHashMap, SubscriptionData>中获取对应的SubscriptionData对象,若该对象为null,考虑到并发的关系,调用executePullRequestLater方法,稍后重试;并跳出该方法;
final SubscriptionData subscriptionData = this.rebalanceImpl.getSubscriptionInner().get(pullRequest.getMessageQueue().getTopic());
if (null == subscriptionData) {
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
log.warn("find the consumer's subscription failed, {}", pullRequest);
return;
}

final long beginTimestamp = System.currentTimeMillis();

// 异步拉取回调,先不讨论细节
PullCallback pullCallback = new PullCallback() {
@Override
public void onSuccess(PullResult pullResult) {
if (pullResult != null) {
pullResult = DefaultMQPushConsumerImpl.this.pullAPIWrapper.processPullResult(pullRequest.getMessageQueue(), pullResult,
subscriptionData);

switch (pullResult.getPullStatus()) {
case FOUND:
long prevRequestOffset = pullRequest.getNextOffset();
pullRequest.setNextOffset(pullResult.getNextBeginOffset());
long pullRT = System.currentTimeMillis() - beginTimestamp;
DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullRT(pullRequest.getConsumerGroup(),
pullRequest.getMessageQueue().getTopic(), pullRT);

long firstMsgOffset = Long.MAX_VALUE;
if (pullResult.getMsgFoundList() == null || pullResult.getMsgFoundList().isEmpty()) {
DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
} else {
firstMsgOffset = pullResult.getMsgFoundList().get(0).getQueueOffset();

DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullTPS(pullRequest.getConsumerGroup(),
pullRequest.getMessageQueue().getTopic(), pullResult.getMsgFoundList().size());

boolean dispatchToConsume = processQueue.putMessage(pullResult.getMsgFoundList());
DefaultMQPushConsumerImpl.this.consumeMessageService.submitConsumeRequest(
pullResult.getMsgFoundList(),
processQueue,
pullRequest.getMessageQueue(),
dispatchToConsume);

if (DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval() > 0) {
DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest,
DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval());
} else {
DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
}
}

if (pullResult.getNextBeginOffset() < prevRequestOffset
|| firstMsgOffset < prevRequestOffset) {
log.warn(
"[BUG] pull message result maybe data wrong, nextBeginOffset: {} firstMsgOffset: {} prevRequestOffset: {}",
pullResult.getNextBeginOffset(),
firstMsgOffset,
prevRequestOffset);
}

break;
case NO_NEW_MSG:
pullRequest.setNextOffset(pullResult.getNextBeginOffset());

DefaultMQPushConsumerImpl.this.correctTagsOffset(pullRequest);

DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
break;
case NO_MATCHED_MSG:
pullRequest.setNextOffset(pullResult.getNextBeginOffset());

DefaultMQPushConsumerImpl.this.correctTagsOffset(pullRequest);

DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
break;
case OFFSET_ILLEGAL:
log.warn("the pull request offset illegal, {} {}",
pullRequest.toString(), pullResult.toString());
pullRequest.setNextOffset(pullResult.getNextBeginOffset());

pullRequest.getProcessQueue().setDropped(true);
DefaultMQPushConsumerImpl.this.executeTaskLater(new Runnable() {

@Override
public void run() {
try {
DefaultMQPushConsumerImpl.this.offsetStore.updateOffset(pullRequest.getMessageQueue(),
pullRequest.getNextOffset(), false);

DefaultMQPushConsumerImpl.this.offsetStore.persist(pullRequest.getMessageQueue());

DefaultMQPushConsumerImpl.this.rebalanceImpl.removeProcessQueue(pullRequest.getMessageQueue());

log.warn("fix the pull request offset, {}", pullRequest);
} catch (Throwable e) {
log.error("executeTaskLater Exception", e);
}
}
}, 10000);
break;
default:
break;
}
}
}

@Override
public void onException(Throwable e) {
if (!pullRequest.getMessageQueue().getTopic().startsWith(MixAll.RETRY_GROUP_TOPIC_PREFIX)) {
log.warn("execute the pull request exception", e);
}

DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
}
};
// 如果为集群模式,即可置commitOffsetEnable为 true
boolean commitOffsetEnable = false;
long commitOffsetValue = 0L;
if (MessageModel.CLUSTERING == this.defaultMQPushConsumer.getMessageModel()) {
commitOffsetValue = this.offsetStore.readOffset(pullRequest.getMessageQueue(), ReadOffsetType.READ_FROM_MEMORY);
if (commitOffsetValue > 0) {
commitOffsetEnable = true;
}
}

// 将上面获得的commitOffsetEnable更新到订阅关系里
String subExpression = null;
boolean classFilter = false;
SubscriptionData sd = this.rebalanceImpl.getSubscriptionInner().get(pullRequest.getMessageQueue().getTopic());
if (sd != null) {
if (this.defaultMQPushConsumer.isPostSubscriptionWhenPull() && !sd.isClassFilterMode()) {
subExpression = sd.getSubString();
}

classFilter = sd.isClassFilterMode();
}

// 组成 sysFlag
int sysFlag = PullSysFlag.buildSysFlag(
commitOffsetEnable, // commitOffset
true, // suspend
subExpression != null, // subscription
classFilter // class filter
);
// 调用真正的拉取消息接口
try {
this.pullAPIWrapper.pullKernelImpl(
pullRequest.getMessageQueue(),
subExpression,
subscriptionData.getExpressionType(),
subscriptionData.getSubVersion(),
pullRequest.getNextOffset(),
this.defaultMQPushConsumer.getPullBatchSize(),
sysFlag,
commitOffsetValue,
BROKER_SUSPEND_MAX_TIME_MILLIS,
CONSUMER_TIMEOUT_MILLIS_WHEN_SUSPEND,
CommunicationMode.ASYNC,
pullCallback
);
} catch (Exception e) {
log.error("pullKernelImpl exception", e);
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
}
}

以下就是拉取消息的底层 api,不够不是特别复杂,主要是在找 broker,和设置请求参数

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public PullResult pullKernelImpl(
final MessageQueue mq,
final String subExpression,
final String expressionType,
final long subVersion,
final long offset,
final int maxNums,
final int sysFlag,
final long commitOffset,
final long brokerSuspendMaxTimeMillis,
final long timeoutMillis,
final CommunicationMode communicationMode,
final PullCallback pullCallback
) throws MQClientException, RemotingException, MQBrokerException, InterruptedException {
FindBrokerResult findBrokerResult =
this.mQClientFactory.findBrokerAddressInSubscribe(mq.getBrokerName(),
this.recalculatePullFromWhichNode(mq), false);
if (null == findBrokerResult) {
this.mQClientFactory.updateTopicRouteInfoFromNameServer(mq.getTopic());
findBrokerResult =
this.mQClientFactory.findBrokerAddressInSubscribe(mq.getBrokerName(),
this.recalculatePullFromWhichNode(mq), false);
}

if (findBrokerResult != null) {
{
// check version
if (!ExpressionType.isTagType(expressionType)
&& findBrokerResult.getBrokerVersion() < MQVersion.Version.V4_1_0_SNAPSHOT.ordinal()) {
throw new MQClientException("The broker[" + mq.getBrokerName() + ", "
+ findBrokerResult.getBrokerVersion() + "] does not upgrade to support for filter message by " + expressionType, null);
}
}
int sysFlagInner = sysFlag;

if (findBrokerResult.isSlave()) {
sysFlagInner = PullSysFlag.clearCommitOffsetFlag(sysFlagInner);
}

PullMessageRequestHeader requestHeader = new PullMessageRequestHeader();
requestHeader.setConsumerGroup(this.consumerGroup);
requestHeader.setTopic(mq.getTopic());
requestHeader.setQueueId(mq.getQueueId());
requestHeader.setQueueOffset(offset);
requestHeader.setMaxMsgNums(maxNums);
requestHeader.setSysFlag(sysFlagInner);
requestHeader.setCommitOffset(commitOffset);
requestHeader.setSuspendTimeoutMillis(brokerSuspendMaxTimeMillis);
requestHeader.setSubscription(subExpression);
requestHeader.setSubVersion(subVersion);
requestHeader.setExpressionType(expressionType);

String brokerAddr = findBrokerResult.getBrokerAddr();
if (PullSysFlag.hasClassFilterFlag(sysFlagInner)) {
brokerAddr = computPullFromWhichFilterServer(mq.getTopic(), brokerAddr);
}

PullResult pullResult = this.mQClientFactory.getMQClientAPIImpl().pullMessage(
brokerAddr,
requestHeader,
timeoutMillis,
communicationMode,
pullCallback);

return pullResult;
}

throw new MQClientException("The broker[" + mq.getBrokerName() + "] not exist", null);
}

再看下一步的

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public PullResult pullMessage(
final String addr,
final PullMessageRequestHeader requestHeader,
final long timeoutMillis,
final CommunicationMode communicationMode,
final PullCallback pullCallback
) throws RemotingException, MQBrokerException, InterruptedException {
RemotingCommand request = RemotingCommand.createRequestCommand(RequestCode.PULL_MESSAGE, requestHeader);

switch (communicationMode) {
case ONEWAY:
assert false;
return null;
case ASYNC:
this.pullMessageAsync(addr, request, timeoutMillis, pullCallback);
return null;
case SYNC:
return this.pullMessageSync(addr, request, timeoutMillis);
default:
assert false;
break;
}

return null;
}

通过 communicationMode 判断是同步拉取还是异步拉取,异步就调用

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private void pullMessageAsync(
final String addr,
final RemotingCommand request,
final long timeoutMillis,
final PullCallback pullCallback
) throws RemotingException, InterruptedException {
this.remotingClient.invokeAsync(addr, request, timeoutMillis, new InvokeCallback() {
@Override
public void operationComplete(ResponseFuture responseFuture) {
异步
RemotingCommand response = responseFuture.getResponseCommand();
if (response != null) {
try {
PullResult pullResult = MQClientAPIImpl.this.processPullResponse(response);
assert pullResult != null;
pullCallback.onSuccess(pullResult);
} catch (Exception e) {
pullCallback.onException(e);
}
} else {
if (!responseFuture.isSendRequestOK()) {
pullCallback.onException(new MQClientException("send request failed to " + addr + ". Request: " + request, responseFuture.getCause()));
} else if (responseFuture.isTimeout()) {
pullCallback.onException(new MQClientException("wait response from " + addr + " timeout :" + responseFuture.getTimeoutMillis() + "ms" + ". Request: " + request,
responseFuture.getCause()));
} else {
pullCallback.onException(new MQClientException("unknown reason. addr: " + addr + ", timeoutMillis: " + timeoutMillis + ". Request: " + request, responseFuture.getCause()));
}
}
}
});
}

并且会调用前面 pullCallback 的onSuccess和onException方法,同步的就是调用

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private PullResult pullMessageSync(
final String addr,
final RemotingCommand request,
final long timeoutMillis
) throws RemotingException, InterruptedException, MQBrokerException {
RemotingCommand response = this.remotingClient.invokeSync(addr, request, timeoutMillis);
assert response != null;
return this.processPullResponse(response);
}

然后就是这个 remotingClient 的 invokeAsync 跟 invokeSync 方法

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@Override
public void invokeAsync(String addr, RemotingCommand request, long timeoutMillis, InvokeCallback invokeCallback)
throws InterruptedException, RemotingConnectException, RemotingTooMuchRequestException, RemotingTimeoutException,
RemotingSendRequestException {
long beginStartTime = System.currentTimeMillis();
final Channel channel = this.getAndCreateChannel(addr);
if (channel != null && channel.isActive()) {
try {
doBeforeRpcHooks(addr, request);
long costTime = System.currentTimeMillis() - beginStartTime;
if (timeoutMillis < costTime) {
throw new RemotingTooMuchRequestException("invokeAsync call timeout");
}
this.invokeAsyncImpl(channel, request, timeoutMillis - costTime, invokeCallback);
} catch (RemotingSendRequestException e) {
log.warn("invokeAsync: send request exception, so close the channel[{}]", addr);
this.closeChannel(addr, channel);
throw e;
}
} else {
this.closeChannel(addr, channel);
throw new RemotingConnectException(addr);
}
}
@Override
public RemotingCommand invokeSync(String addr, final RemotingCommand request, long timeoutMillis)
throws InterruptedException, RemotingConnectException, RemotingSendRequestException, RemotingTimeoutException {
long beginStartTime = System.currentTimeMillis();
final Channel channel = this.getAndCreateChannel(addr);
if (channel != null && channel.isActive()) {
try {
doBeforeRpcHooks(addr, request);
long costTime = System.currentTimeMillis() - beginStartTime;
if (timeoutMillis < costTime) {
throw new RemotingTimeoutException("invokeSync call timeout");
}
RemotingCommand response = this.invokeSyncImpl(channel, request, timeoutMillis - costTime);
doAfterRpcHooks(RemotingHelper.parseChannelRemoteAddr(channel), request, response);
return response;
} catch (RemotingSendRequestException e) {
log.warn("invokeSync: send request exception, so close the channel[{}]", addr);
this.closeChannel(addr, channel);
throw e;
} catch (RemotingTimeoutException e) {
if (nettyClientConfig.isClientCloseSocketIfTimeout()) {
this.closeChannel(addr, channel);
log.warn("invokeSync: close socket because of timeout, {}ms, {}", timeoutMillis, addr);
}
log.warn("invokeSync: wait response timeout exception, the channel[{}]", addr);
throw e;
}
} else {
this.closeChannel(addr, channel);
throw new RemotingConnectException(addr);
}
}

再往下看

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public RemotingCommand invokeSyncImpl(final Channel channel, final RemotingCommand request,
final long timeoutMillis)
throws InterruptedException, RemotingSendRequestException, RemotingTimeoutException {
final int opaque = request.getOpaque();

try {
同步跟异步都是会把结果用ResponseFuture抱起来
final ResponseFuture responseFuture = new ResponseFuture(channel, opaque, timeoutMillis, null, null);
this.responseTable.put(opaque, responseFuture);
final SocketAddress addr = channel.remoteAddress();
channel.writeAndFlush(request).addListener(new ChannelFutureListener() {
@Override
public void operationComplete(ChannelFuture f) throws Exception {
if (f.isSuccess()) {
responseFuture.setSendRequestOK(true);
return;
} else {
responseFuture.setSendRequestOK(false);
}

responseTable.remove(opaque);
responseFuture.setCause(f.cause());
responseFuture.putResponse(null);
log.warn("send a request command to channel <" + addr + "> failed.");
}
});
// 区别是同步的是在这等待
RemotingCommand responseCommand = responseFuture.waitResponse(timeoutMillis);
if (null == responseCommand) {
if (responseFuture.isSendRequestOK()) {
throw new RemotingTimeoutException(RemotingHelper.parseSocketAddressAddr(addr), timeoutMillis,
responseFuture.getCause());
} else {
throw new RemotingSendRequestException(RemotingHelper.parseSocketAddressAddr(addr), responseFuture.getCause());
}
}

return responseCommand;
} finally {
this.responseTable.remove(opaque);
}
}

public void invokeAsyncImpl(final Channel channel, final RemotingCommand request, final long timeoutMillis,
final InvokeCallback invokeCallback)
throws InterruptedException, RemotingTooMuchRequestException, RemotingTimeoutException, RemotingSendRequestException {
long beginStartTime = System.currentTimeMillis();
final int opaque = request.getOpaque();
boolean acquired = this.semaphoreAsync.tryAcquire(timeoutMillis, TimeUnit.MILLISECONDS);
if (acquired) {
final SemaphoreReleaseOnlyOnce once = new SemaphoreReleaseOnlyOnce(this.semaphoreAsync);
long costTime = System.currentTimeMillis() - beginStartTime;
if (timeoutMillis < costTime) {
once.release();
throw new RemotingTimeoutException("invokeAsyncImpl call timeout");
}

final ResponseFuture responseFuture = new ResponseFuture(channel, opaque, timeoutMillis - costTime, invokeCallback, once);
this.responseTable.put(opaque, responseFuture);
try {
channel.writeAndFlush(request).addListener(new ChannelFutureListener() {
@Override
public void operationComplete(ChannelFuture f) throws Exception {
if (f.isSuccess()) {
responseFuture.setSendRequestOK(true);
return;
}
requestFail(opaque);
log.warn("send a request command to channel <{}> failed.", RemotingHelper.parseChannelRemoteAddr(channel));
}
});
} catch (Exception e) {
responseFuture.release();
log.warn("send a request command to channel <" + RemotingHelper.parseChannelRemoteAddr(channel) + "> Exception", e);
throw new RemotingSendRequestException(RemotingHelper.parseChannelRemoteAddr(channel), e);
}
} else {
if (timeoutMillis <= 0) {
throw new RemotingTooMuchRequestException("invokeAsyncImpl invoke too fast");
} else {
String info =
String.format("invokeAsyncImpl tryAcquire semaphore timeout, %dms, waiting thread nums: %d semaphoreAsyncValue: %d",
timeoutMillis,
this.semaphoreAsync.getQueueLength(),
this.semaphoreAsync.availablePermits()
);
log.warn(info);
throw new RemotingTimeoutException(info);
}
}
}
0%
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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

聊一下 RocketMQ 的 NameServer 源码

前面介绍了,nameserver相当于dubbo的注册中心,用与管理broker,broker会在启动的时候注册到nameserver,并且会发送心跳给namaserver,nameserver负责保存活跃的broker,包括master和slave,同时保存topic和topic下的队列,以及filter列表,然后为producer和consumer的请求提供服务。

启动过程

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public static void main(String[] args) {
main0(args);
}

public static NamesrvController main0(String[] args) {

try {
NamesrvController controller = createNamesrvController(args);
start(controller);
String tip = "The Name Server boot success. serializeType=" + RemotingCommand.getSerializeTypeConfigInThisServer();
log.info(tip);
System.out.printf("%s%n", tip);
return controller;
} catch (Throwable e) {
e.printStackTrace();
System.exit(-1);
}

return null;
}

入口的代码时这样子,其实主要的逻辑在createNamesrvController和start方法,来看下这两个的实现

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public static NamesrvController createNamesrvController(String[] args) throws IOException, JoranException {
System.setProperty(RemotingCommand.REMOTING_VERSION_KEY, Integer.toString(MQVersion.CURRENT_VERSION));
//PackageConflictDetect.detectFastjson();

Options options = ServerUtil.buildCommandlineOptions(new Options());
commandLine = ServerUtil.parseCmdLine("mqnamesrv", args, buildCommandlineOptions(options), new PosixParser());
if (null == commandLine) {
System.exit(-1);
return null;
}

final NamesrvConfig namesrvConfig = new NamesrvConfig();
final NettyServerConfig nettyServerConfig = new NettyServerConfig();
nettyServerConfig.setListenPort(9876);
if (commandLine.hasOption('c')) {
String file = commandLine.getOptionValue('c');
if (file != null) {
InputStream in = new BufferedInputStream(new FileInputStream(file));
properties = new Properties();
properties.load(in);
MixAll.properties2Object(properties, namesrvConfig);
MixAll.properties2Object(properties, nettyServerConfig);

namesrvConfig.setConfigStorePath(file);

System.out.printf("load config properties file OK, %s%n", file);
in.close();
}
}

if (commandLine.hasOption('p')) {
InternalLogger console = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_CONSOLE_NAME);
MixAll.printObjectProperties(console, namesrvConfig);
MixAll.printObjectProperties(console, nettyServerConfig);
System.exit(0);
}

MixAll.properties2Object(ServerUtil.commandLine2Properties(commandLine), namesrvConfig);

if (null == namesrvConfig.getRocketmqHome()) {
System.out.printf("Please set the %s variable in your environment to match the location of the RocketMQ installation%n", MixAll.ROCKETMQ_HOME_ENV);
System.exit(-2);
}

LoggerContext lc = (LoggerContext) LoggerFactory.getILoggerFactory();
JoranConfigurator configurator = new JoranConfigurator();
configurator.setContext(lc);
lc.reset();
configurator.doConfigure(namesrvConfig.getRocketmqHome() + "/conf/logback_namesrv.xml");

log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);

MixAll.printObjectProperties(log, namesrvConfig);
MixAll.printObjectProperties(log, nettyServerConfig);

final NamesrvController controller = new NamesrvController(namesrvConfig, nettyServerConfig);

// remember all configs to prevent discard
controller.getConfiguration().registerConfig(properties);

return controller;
}

这个方法里其实主要是读取一些配置啥的,不是很复杂,

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public static NamesrvController start(final NamesrvController controller) throws Exception {

if (null == controller) {
throw new IllegalArgumentException("NamesrvController is null");
}

boolean initResult = controller.initialize();
if (!initResult) {
controller.shutdown();
System.exit(-3);
}

Runtime.getRuntime().addShutdownHook(new ShutdownHookThread(log, new Callable<Void>() {
@Override
public Void call() throws Exception {
controller.shutdown();
return null;
}
}));

controller.start();

return controller;
}

这个start里主要关注initialize方法,后面就是一个停机的hook,来看下initialize方法

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public boolean initialize() {

this.kvConfigManager.load();

this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.brokerHousekeepingService);

this.remotingExecutor =
Executors.newFixedThreadPool(nettyServerConfig.getServerWorkerThreads(), new ThreadFactoryImpl("RemotingExecutorThread_"));

this.registerProcessor();

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.routeInfoManager.scanNotActiveBroker();
}
}, 5, 10, TimeUnit.SECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.kvConfigManager.printAllPeriodically();
}
}, 1, 10, TimeUnit.MINUTES);

if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
// Register a listener to reload SslContext
try {
fileWatchService = new FileWatchService(
new String[] {
TlsSystemConfig.tlsServerCertPath,
TlsSystemConfig.tlsServerKeyPath,
TlsSystemConfig.tlsServerTrustCertPath
},
new FileWatchService.Listener() {
boolean certChanged, keyChanged = false;
@Override
public void onChanged(String path) {
if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
log.info("The trust certificate changed, reload the ssl context");
reloadServerSslContext();
}
if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
certChanged = true;
}
if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
keyChanged = true;
}
if (certChanged && keyChanged) {
log.info("The certificate and private key changed, reload the ssl context");
certChanged = keyChanged = false;
reloadServerSslContext();
}
}
private void reloadServerSslContext() {
((NettyRemotingServer) remotingServer).loadSslContext();
}
});
} catch (Exception e) {
log.warn("FileWatchService created error, can't load the certificate dynamically");
}
}

return true;
}

这里的kvConfigManager主要是来加载NameServer的配置参数,存到org.apache.rocketmq.namesrv.kvconfig.KVConfigManager#configTable中,然后是以BrokerHousekeepingService对象为参数初始化NettyRemotingServer对象,BrokerHousekeepingService对象作为该Netty连接中Socket链接的监听器(ChannelEventListener);监听与Broker建立的渠道的状态(空闲、关闭、异常三个状态),并调用BrokerHousekeepingService的相应onChannel方法。其中渠道的空闲、关闭、异常状态均调用RouteInfoManager.onChannelDestory方法处理。这个BrokerHousekeepingService可以字面化地理解为broker的管家服务,这个类内部三个状态方法其实都是调用的org.apache.rocketmq.namesrv.NamesrvController#getRouteInfoManager方法,而这个RouteInfoManager里面的对象有这些

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public class RouteInfoManager {
private static final InternalLogger log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);
private final static long BROKER_CHANNEL_EXPIRED_TIME = 1000 * 60 * 2;
private final ReadWriteLock lock = new ReentrantReadWriteLock();
// topic与queue的对应关系
private final HashMap<String/* topic */, List<QueueData>> topicQueueTable;
// Broker名称与broker属性的map
private final HashMap<String/* brokerName */, BrokerData> brokerAddrTable;
// 集群与broker集合的对应关系
private final HashMap<String/* clusterName */, Set<String/* brokerName */>> clusterAddrTable;
// 活跃的broker信息
private final HashMap<String/* brokerAddr */, BrokerLiveInfo> brokerLiveTable;
// Broker地址与过滤器
private final HashMap<String/* brokerAddr */, List<String>/* Filter Server */> filterServerTable;

然后接下去就是初始化了一个线程池,然后注册默认的处理类this.registerProcessor();默认都是这个处理器去处理请求 org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#DefaultRequestProcessor然后是初始化两个定时任务

第一是每10秒检查一遍Broker的状态的定时任务,调用scanNotActiveBroker方法;遍历brokerLiveTable集合,查看每个broker的最后更新时间(BrokerLiveInfo.lastUpdateTimestamp)是否超过2分钟,若超过则关闭该broker的渠道并调用RouteInfoManager.onChannelDestory方法清理RouteInfoManager类的topicQueueTable、brokerAddrTable、clusterAddrTable、filterServerTable成员变量。

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this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.routeInfoManager.scanNotActiveBroker();
}
}, 5, 10, TimeUnit.SECONDS);
public void scanNotActiveBroker() {
Iterator<Entry<String, BrokerLiveInfo>> it = this.brokerLiveTable.entrySet().iterator();
while (it.hasNext()) {
Entry<String, BrokerLiveInfo> next = it.next();
long last = next.getValue().getLastUpdateTimestamp();
if ((last + BROKER_CHANNEL_EXPIRED_TIME) < System.currentTimeMillis()) {
RemotingUtil.closeChannel(next.getValue().getChannel());
it.remove();
log.warn("The broker channel expired, {} {}ms", next.getKey(), BROKER_CHANNEL_EXPIRED_TIME);
this.onChannelDestroy(next.getKey(), next.getValue().getChannel());
}
}
}

public void onChannelDestroy(String remoteAddr, Channel channel) {
String brokerAddrFound = null;
if (channel != null) {
try {
try {
this.lock.readLock().lockInterruptibly();
Iterator<Entry<String, BrokerLiveInfo>> itBrokerLiveTable =
this.brokerLiveTable.entrySet().iterator();
while (itBrokerLiveTable.hasNext()) {
Entry<String, BrokerLiveInfo> entry = itBrokerLiveTable.next();
if (entry.getValue().getChannel() == channel) {
brokerAddrFound = entry.getKey();
break;
}
}
} finally {
this.lock.readLock().unlock();
}
} catch (Exception e) {
log.error("onChannelDestroy Exception", e);
}
}

if (null == brokerAddrFound) {
brokerAddrFound = remoteAddr;
} else {
log.info("the broker's channel destroyed, {}, clean it's data structure at once", brokerAddrFound);
}

if (brokerAddrFound != null && brokerAddrFound.length() > 0) {

try {
try {
this.lock.writeLock().lockInterruptibly();
this.brokerLiveTable.remove(brokerAddrFound);
this.filterServerTable.remove(brokerAddrFound);
String brokerNameFound = null;
boolean removeBrokerName = false;
Iterator<Entry<String, BrokerData>> itBrokerAddrTable =
this.brokerAddrTable.entrySet().iterator();
while (itBrokerAddrTable.hasNext() && (null == brokerNameFound)) {
BrokerData brokerData = itBrokerAddrTable.next().getValue();

Iterator<Entry<Long, String>> it = brokerData.getBrokerAddrs().entrySet().iterator();
while (it.hasNext()) {
Entry<Long, String> entry = it.next();
Long brokerId = entry.getKey();
String brokerAddr = entry.getValue();
if (brokerAddr.equals(brokerAddrFound)) {
brokerNameFound = brokerData.getBrokerName();
it.remove();
log.info("remove brokerAddr[{}, {}] from brokerAddrTable, because channel destroyed",
brokerId, brokerAddr);
break;
}
}

if (brokerData.getBrokerAddrs().isEmpty()) {
removeBrokerName = true;
itBrokerAddrTable.remove();
log.info("remove brokerName[{}] from brokerAddrTable, because channel destroyed",
brokerData.getBrokerName());
}
}

if (brokerNameFound != null && removeBrokerName) {
Iterator<Entry<String, Set<String>>> it = this.clusterAddrTable.entrySet().iterator();
while (it.hasNext()) {
Entry<String, Set<String>> entry = it.next();
String clusterName = entry.getKey();
Set<String> brokerNames = entry.getValue();
boolean removed = brokerNames.remove(brokerNameFound);
if (removed) {
log.info("remove brokerName[{}], clusterName[{}] from clusterAddrTable, because channel destroyed",
brokerNameFound, clusterName);

if (brokerNames.isEmpty()) {
log.info("remove the clusterName[{}] from clusterAddrTable, because channel destroyed and no broker in this cluster",
clusterName);
it.remove();
}

break;
}
}
}

if (removeBrokerName) {
Iterator<Entry<String, List<QueueData>>> itTopicQueueTable =
this.topicQueueTable.entrySet().iterator();
while (itTopicQueueTable.hasNext()) {
Entry<String, List<QueueData>> entry = itTopicQueueTable.next();
String topic = entry.getKey();
List<QueueData> queueDataList = entry.getValue();

Iterator<QueueData> itQueueData = queueDataList.iterator();
while (itQueueData.hasNext()) {
QueueData queueData = itQueueData.next();
if (queueData.getBrokerName().equals(brokerNameFound)) {
itQueueData.remove();
log.info("remove topic[{} {}], from topicQueueTable, because channel destroyed",
topic, queueData);
}
}

if (queueDataList.isEmpty()) {
itTopicQueueTable.remove();
log.info("remove topic[{}] all queue, from topicQueueTable, because channel destroyed",
topic);
}
}
}
} finally {
this.lock.writeLock().unlock();
}
} catch (Exception e) {
log.error("onChannelDestroy Exception", e);
}
}
}

第二个是每10分钟打印一次NameServer的配置参数。即KVConfigManager.configTable变量的内容。

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this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.kvConfigManager.printAllPeriodically();
}
}, 1, 10, TimeUnit.MINUTES);

然后这个初始化就差不多完成了,后面只需要把remotingServer start一下就好了

处理请求

直接上代码,其实主体是swtich case去判断

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@Override
public RemotingCommand processRequest(ChannelHandlerContext ctx,
RemotingCommand request) throws RemotingCommandException {

if (ctx != null) {
log.debug("receive request, {} {} {}",
request.getCode(),
RemotingHelper.parseChannelRemoteAddr(ctx.channel()),
request);
}


switch (request.getCode()) {
case RequestCode.PUT_KV_CONFIG:
return this.putKVConfig(ctx, request);
case RequestCode.GET_KV_CONFIG:
return this.getKVConfig(ctx, request);
case RequestCode.DELETE_KV_CONFIG:
return this.deleteKVConfig(ctx, request);
case RequestCode.QUERY_DATA_VERSION:
return queryBrokerTopicConfig(ctx, request);
case RequestCode.REGISTER_BROKER:
Version brokerVersion = MQVersion.value2Version(request.getVersion());
if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
return this.registerBrokerWithFilterServer(ctx, request);
} else {
return this.registerBroker(ctx, request);
}
case RequestCode.UNREGISTER_BROKER:
return this.unregisterBroker(ctx, request);
case RequestCode.GET_ROUTEINTO_BY_TOPIC:
return this.getRouteInfoByTopic(ctx, request);
case RequestCode.GET_BROKER_CLUSTER_INFO:
return this.getBrokerClusterInfo(ctx, request);
case RequestCode.WIPE_WRITE_PERM_OF_BROKER:
return this.wipeWritePermOfBroker(ctx, request);
case RequestCode.GET_ALL_TOPIC_LIST_FROM_NAMESERVER:
return getAllTopicListFromNameserver(ctx, request);
case RequestCode.DELETE_TOPIC_IN_NAMESRV:
return deleteTopicInNamesrv(ctx, request);
case RequestCode.GET_KVLIST_BY_NAMESPACE:
return this.getKVListByNamespace(ctx, request);
case RequestCode.GET_TOPICS_BY_CLUSTER:
return this.getTopicsByCluster(ctx, request);
case RequestCode.GET_SYSTEM_TOPIC_LIST_FROM_NS:
return this.getSystemTopicListFromNs(ctx, request);
case RequestCode.GET_UNIT_TOPIC_LIST:
return this.getUnitTopicList(ctx, request);
case RequestCode.GET_HAS_UNIT_SUB_TOPIC_LIST:
return this.getHasUnitSubTopicList(ctx, request);
case RequestCode.GET_HAS_UNIT_SUB_UNUNIT_TOPIC_LIST:
return this.getHasUnitSubUnUnitTopicList(ctx, request);
case RequestCode.UPDATE_NAMESRV_CONFIG:
return this.updateConfig(ctx, request);
case RequestCode.GET_NAMESRV_CONFIG:
return this.getConfig(ctx, request);
default:
break;
}
return null;
}

以broker注册为例,

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case RequestCode.REGISTER_BROKER:
Version brokerVersion = MQVersion.value2Version(request.getVersion());
if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
return this.registerBrokerWithFilterServer(ctx, request);
} else {
return this.registerBroker(ctx, request);
}

做了个简单的版本管理,我们看下前面一个的代码

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public RemotingCommand registerBrokerWithFilterServer(ChannelHandlerContext ctx, RemotingCommand request)
throws RemotingCommandException {
final RemotingCommand response = RemotingCommand.createResponseCommand(RegisterBrokerResponseHeader.class);
final RegisterBrokerResponseHeader responseHeader = (RegisterBrokerResponseHeader) response.readCustomHeader();
final RegisterBrokerRequestHeader requestHeader =
(RegisterBrokerRequestHeader) request.decodeCommandCustomHeader(RegisterBrokerRequestHeader.class);

if (!checksum(ctx, request, requestHeader)) {
response.setCode(ResponseCode.SYSTEM_ERROR);
response.setRemark("crc32 not match");
return response;
}

RegisterBrokerBody registerBrokerBody = new RegisterBrokerBody();

if (request.getBody() != null) {
try {
registerBrokerBody = RegisterBrokerBody.decode(request.getBody(), requestHeader.isCompressed());
} catch (Exception e) {
throw new RemotingCommandException("Failed to decode RegisterBrokerBody", e);
}
} else {
registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setCounter(new AtomicLong(0));
registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setTimestamp(0);
}

RegisterBrokerResult result = this.namesrvController.getRouteInfoManager().registerBroker(
requestHeader.getClusterName(),
requestHeader.getBrokerAddr(),
requestHeader.getBrokerName(),
requestHeader.getBrokerId(),
requestHeader.getHaServerAddr(),
registerBrokerBody.getTopicConfigSerializeWrapper(),
registerBrokerBody.getFilterServerList(),
ctx.channel());

responseHeader.setHaServerAddr(result.getHaServerAddr());
responseHeader.setMasterAddr(result.getMasterAddr());

byte[] jsonValue = this.namesrvController.getKvConfigManager().getKVListByNamespace(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG);
response.setBody(jsonValue);

response.setCode(ResponseCode.SUCCESS);
response.setRemark(null);
return response;
}

可以看到主要的逻辑还是在org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#registerBroker这个方法里

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public RegisterBrokerResult registerBroker(
final String clusterName,
final String brokerAddr,
final String brokerName,
final long brokerId,
final String haServerAddr,
final TopicConfigSerializeWrapper topicConfigWrapper,
final List<String> filterServerList,
final Channel channel) {
RegisterBrokerResult result = new RegisterBrokerResult();
try {
try {
this.lock.writeLock().lockInterruptibly();

// 更新这个clusterAddrTable
Set<String> brokerNames = this.clusterAddrTable.get(clusterName);
if (null == brokerNames) {
brokerNames = new HashSet<String>();
this.clusterAddrTable.put(clusterName, brokerNames);
}
brokerNames.add(brokerName);

boolean registerFirst = false;

// 更新brokerAddrTable
BrokerData brokerData = this.brokerAddrTable.get(brokerName);
if (null == brokerData) {
registerFirst = true;
brokerData = new BrokerData(clusterName, brokerName, new HashMap<Long, String>());
this.brokerAddrTable.put(brokerName, brokerData);
}
Map<Long, String> brokerAddrsMap = brokerData.getBrokerAddrs();
//Switch slave to master: first remove <1, IP:PORT> in namesrv, then add <0, IP:PORT>
//The same IP:PORT must only have one record in brokerAddrTable
Iterator<Entry<Long, String>> it = brokerAddrsMap.entrySet().iterator();
while (it.hasNext()) {
Entry<Long, String> item = it.next();
if (null != brokerAddr && brokerAddr.equals(item.getValue()) && brokerId != item.getKey()) {
it.remove();
}
}

String oldAddr = brokerData.getBrokerAddrs().put(brokerId, brokerAddr);
registerFirst = registerFirst || (null == oldAddr);

// 更新了org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable中的数据
if (null != topicConfigWrapper
&& MixAll.MASTER_ID == brokerId) {
if (this.isBrokerTopicConfigChanged(brokerAddr, topicConfigWrapper.getDataVersion())
|| registerFirst) {
ConcurrentMap<String, TopicConfig> tcTable =
topicConfigWrapper.getTopicConfigTable();
if (tcTable != null) {
for (Map.Entry<String, TopicConfig> entry : tcTable.entrySet()) {
this.createAndUpdateQueueData(brokerName, entry.getValue());
}
}
}
}

// 更新活跃broker信息
BrokerLiveInfo prevBrokerLiveInfo = this.brokerLiveTable.put(brokerAddr,
new BrokerLiveInfo(
System.currentTimeMillis(),
topicConfigWrapper.getDataVersion(),
channel,
haServerAddr));
if (null == prevBrokerLiveInfo) {
log.info("new broker registered, {} HAServer: {}", brokerAddr, haServerAddr);
}

// 处理filter
if (filterServerList != null) {
if (filterServerList.isEmpty()) {
this.filterServerTable.remove(brokerAddr);
} else {
this.filterServerTable.put(brokerAddr, filterServerList);
}
}

// 当当前broker非master时返回master信息
if (MixAll.MASTER_ID != brokerId) {
String masterAddr = brokerData.getBrokerAddrs().get(MixAll.MASTER_ID);
if (masterAddr != null) {
BrokerLiveInfo brokerLiveInfo = this.brokerLiveTable.get(masterAddr);
if (brokerLiveInfo != null) {
result.setHaServerAddr(brokerLiveInfo.getHaServerAddr());
result.setMasterAddr(masterAddr);
}
}
}
} finally {
this.lock.writeLock().unlock();
}
} catch (Exception e) {
log.error("registerBroker Exception", e);
}

return result;
}

这个是注册 broker 的逻辑,再看下根据 topic 获取 broker 信息和 topic 信息,org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#getRouteInfoByTopic 主要是这个方法的逻辑

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public RemotingCommand getRouteInfoByTopic(ChannelHandlerContext ctx,
RemotingCommand request) throws RemotingCommandException {
final RemotingCommand response = RemotingCommand.createResponseCommand(null);
final GetRouteInfoRequestHeader requestHeader =
(GetRouteInfoRequestHeader) request.decodeCommandCustomHeader(GetRouteInfoRequestHeader.class);

TopicRouteData topicRouteData = this.namesrvController.getRouteInfoManager().pickupTopicRouteData(requestHeader.getTopic());

if (topicRouteData != null) {
if (this.namesrvController.getNamesrvConfig().isOrderMessageEnable()) {
String orderTopicConf =
this.namesrvController.getKvConfigManager().getKVConfig(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG,
requestHeader.getTopic());
topicRouteData.setOrderTopicConf(orderTopicConf);
}

byte[] content = topicRouteData.encode();
response.setBody(content);
response.setCode(ResponseCode.SUCCESS);
response.setRemark(null);
return response;
}

response.setCode(ResponseCode.TOPIC_NOT_EXIST);
response.setRemark("No topic route info in name server for the topic: " + requestHeader.getTopic()
+ FAQUrl.suggestTodo(FAQUrl.APPLY_TOPIC_URL));
return response;
}

首先调用org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#pickupTopicRouteDataorg.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable获取到org.apache.rocketmq.common.protocol.route.QueueData这里面存了 brokerName,再通过org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#brokerAddrTable里获取到 broker 的地址信息等,然后再获取 orderMessage 的配置。

简要分析了下 RocketMQ 的 NameServer 的代码,比较粗粒度。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

聊一下 RocketMQ 的 NameServer 源码

前面介绍了,nameserver相当于dubbo的注册中心,用与管理broker,broker会在启动的时候注册到nameserver,并且会发送心跳给namaserver,nameserver负责保存活跃的broker,包括master和slave,同时保存topic和topic下的队列,以及filter列表,然后为producer和consumer的请求提供服务。

启动过程

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public static void main(String[] args) {
main0(args);
}

public static NamesrvController main0(String[] args) {

try {
NamesrvController controller = createNamesrvController(args);
start(controller);
String tip = "The Name Server boot success. serializeType=" + RemotingCommand.getSerializeTypeConfigInThisServer();
log.info(tip);
System.out.printf("%s%n", tip);
return controller;
} catch (Throwable e) {
e.printStackTrace();
System.exit(-1);
}

return null;
}

入口的代码时这样子,其实主要的逻辑在createNamesrvController和start方法,来看下这两个的实现

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public static NamesrvController createNamesrvController(String[] args) throws IOException, JoranException {
System.setProperty(RemotingCommand.REMOTING_VERSION_KEY, Integer.toString(MQVersion.CURRENT_VERSION));
//PackageConflictDetect.detectFastjson();

Options options = ServerUtil.buildCommandlineOptions(new Options());
commandLine = ServerUtil.parseCmdLine("mqnamesrv", args, buildCommandlineOptions(options), new PosixParser());
if (null == commandLine) {
System.exit(-1);
return null;
}

final NamesrvConfig namesrvConfig = new NamesrvConfig();
final NettyServerConfig nettyServerConfig = new NettyServerConfig();
nettyServerConfig.setListenPort(9876);
if (commandLine.hasOption('c')) {
String file = commandLine.getOptionValue('c');
if (file != null) {
InputStream in = new BufferedInputStream(new FileInputStream(file));
properties = new Properties();
properties.load(in);
MixAll.properties2Object(properties, namesrvConfig);
MixAll.properties2Object(properties, nettyServerConfig);

namesrvConfig.setConfigStorePath(file);

System.out.printf("load config properties file OK, %s%n", file);
in.close();
}
}

if (commandLine.hasOption('p')) {
InternalLogger console = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_CONSOLE_NAME);
MixAll.printObjectProperties(console, namesrvConfig);
MixAll.printObjectProperties(console, nettyServerConfig);
System.exit(0);
}

MixAll.properties2Object(ServerUtil.commandLine2Properties(commandLine), namesrvConfig);

if (null == namesrvConfig.getRocketmqHome()) {
System.out.printf("Please set the %s variable in your environment to match the location of the RocketMQ installation%n", MixAll.ROCKETMQ_HOME_ENV);
System.exit(-2);
}

LoggerContext lc = (LoggerContext) LoggerFactory.getILoggerFactory();
JoranConfigurator configurator = new JoranConfigurator();
configurator.setContext(lc);
lc.reset();
configurator.doConfigure(namesrvConfig.getRocketmqHome() + "/conf/logback_namesrv.xml");

log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);

MixAll.printObjectProperties(log, namesrvConfig);
MixAll.printObjectProperties(log, nettyServerConfig);

final NamesrvController controller = new NamesrvController(namesrvConfig, nettyServerConfig);

// remember all configs to prevent discard
controller.getConfiguration().registerConfig(properties);

return controller;
}

这个方法里其实主要是读取一些配置啥的,不是很复杂,

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public static NamesrvController start(final NamesrvController controller) throws Exception {

if (null == controller) {
throw new IllegalArgumentException("NamesrvController is null");
}

boolean initResult = controller.initialize();
if (!initResult) {
controller.shutdown();
System.exit(-3);
}

Runtime.getRuntime().addShutdownHook(new ShutdownHookThread(log, new Callable<Void>() {
@Override
public Void call() throws Exception {
controller.shutdown();
return null;
}
}));

controller.start();

return controller;
}

这个start里主要关注initialize方法,后面就是一个停机的hook,来看下initialize方法

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public boolean initialize() {

this.kvConfigManager.load();

this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.brokerHousekeepingService);

this.remotingExecutor =
Executors.newFixedThreadPool(nettyServerConfig.getServerWorkerThreads(), new ThreadFactoryImpl("RemotingExecutorThread_"));

this.registerProcessor();

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.routeInfoManager.scanNotActiveBroker();
}
}, 5, 10, TimeUnit.SECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.kvConfigManager.printAllPeriodically();
}
}, 1, 10, TimeUnit.MINUTES);

if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
// Register a listener to reload SslContext
try {
fileWatchService = new FileWatchService(
new String[] {
TlsSystemConfig.tlsServerCertPath,
TlsSystemConfig.tlsServerKeyPath,
TlsSystemConfig.tlsServerTrustCertPath
},
new FileWatchService.Listener() {
boolean certChanged, keyChanged = false;
@Override
public void onChanged(String path) {
if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
log.info("The trust certificate changed, reload the ssl context");
reloadServerSslContext();
}
if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
certChanged = true;
}
if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
keyChanged = true;
}
if (certChanged && keyChanged) {
log.info("The certificate and private key changed, reload the ssl context");
certChanged = keyChanged = false;
reloadServerSslContext();
}
}
private void reloadServerSslContext() {
((NettyRemotingServer) remotingServer).loadSslContext();
}
});
} catch (Exception e) {
log.warn("FileWatchService created error, can't load the certificate dynamically");
}
}

return true;
}

这里的kvConfigManager主要是来加载NameServer的配置参数,存到org.apache.rocketmq.namesrv.kvconfig.KVConfigManager#configTable中,然后是以BrokerHousekeepingService对象为参数初始化NettyRemotingServer对象,BrokerHousekeepingService对象作为该Netty连接中Socket链接的监听器(ChannelEventListener);监听与Broker建立的渠道的状态(空闲、关闭、异常三个状态),并调用BrokerHousekeepingService的相应onChannel方法。其中渠道的空闲、关闭、异常状态均调用RouteInfoManager.onChannelDestory方法处理。这个BrokerHousekeepingService可以字面化地理解为broker的管家服务,这个类内部三个状态方法其实都是调用的org.apache.rocketmq.namesrv.NamesrvController#getRouteInfoManager方法,而这个RouteInfoManager里面的对象有这些

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public class RouteInfoManager {
private static final InternalLogger log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);
private final static long BROKER_CHANNEL_EXPIRED_TIME = 1000 * 60 * 2;
private final ReadWriteLock lock = new ReentrantReadWriteLock();
// topic与queue的对应关系
private final HashMap<String/* topic */, List<QueueData>> topicQueueTable;
// Broker名称与broker属性的map
private final HashMap<String/* brokerName */, BrokerData> brokerAddrTable;
// 集群与broker集合的对应关系
private final HashMap<String/* clusterName */, Set<String/* brokerName */>> clusterAddrTable;
// 活跃的broker信息
private final HashMap<String/* brokerAddr */, BrokerLiveInfo> brokerLiveTable;
// Broker地址与过滤器
private final HashMap<String/* brokerAddr */, List<String>/* Filter Server */> filterServerTable;

然后接下去就是初始化了一个线程池,然后注册默认的处理类this.registerProcessor();默认都是这个处理器去处理请求 org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#DefaultRequestProcessor然后是初始化两个定时任务

第一是每10秒检查一遍Broker的状态的定时任务,调用scanNotActiveBroker方法;遍历brokerLiveTable集合,查看每个broker的最后更新时间(BrokerLiveInfo.lastUpdateTimestamp)是否超过2分钟,若超过则关闭该broker的渠道并调用RouteInfoManager.onChannelDestory方法清理RouteInfoManager类的topicQueueTable、brokerAddrTable、clusterAddrTable、filterServerTable成员变量。

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this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.routeInfoManager.scanNotActiveBroker();
}
}, 5, 10, TimeUnit.SECONDS);
public void scanNotActiveBroker() {
Iterator<Entry<String, BrokerLiveInfo>> it = this.brokerLiveTable.entrySet().iterator();
while (it.hasNext()) {
Entry<String, BrokerLiveInfo> next = it.next();
long last = next.getValue().getLastUpdateTimestamp();
if ((last + BROKER_CHANNEL_EXPIRED_TIME) < System.currentTimeMillis()) {
RemotingUtil.closeChannel(next.getValue().getChannel());
it.remove();
log.warn("The broker channel expired, {} {}ms", next.getKey(), BROKER_CHANNEL_EXPIRED_TIME);
this.onChannelDestroy(next.getKey(), next.getValue().getChannel());
}
}
}

public void onChannelDestroy(String remoteAddr, Channel channel) {
String brokerAddrFound = null;
if (channel != null) {
try {
try {
this.lock.readLock().lockInterruptibly();
Iterator<Entry<String, BrokerLiveInfo>> itBrokerLiveTable =
this.brokerLiveTable.entrySet().iterator();
while (itBrokerLiveTable.hasNext()) {
Entry<String, BrokerLiveInfo> entry = itBrokerLiveTable.next();
if (entry.getValue().getChannel() == channel) {
brokerAddrFound = entry.getKey();
break;
}
}
} finally {
this.lock.readLock().unlock();
}
} catch (Exception e) {
log.error("onChannelDestroy Exception", e);
}
}

if (null == brokerAddrFound) {
brokerAddrFound = remoteAddr;
} else {
log.info("the broker's channel destroyed, {}, clean it's data structure at once", brokerAddrFound);
}

if (brokerAddrFound != null && brokerAddrFound.length() > 0) {

try {
try {
this.lock.writeLock().lockInterruptibly();
this.brokerLiveTable.remove(brokerAddrFound);
this.filterServerTable.remove(brokerAddrFound);
String brokerNameFound = null;
boolean removeBrokerName = false;
Iterator<Entry<String, BrokerData>> itBrokerAddrTable =
this.brokerAddrTable.entrySet().iterator();
while (itBrokerAddrTable.hasNext() && (null == brokerNameFound)) {
BrokerData brokerData = itBrokerAddrTable.next().getValue();

Iterator<Entry<Long, String>> it = brokerData.getBrokerAddrs().entrySet().iterator();
while (it.hasNext()) {
Entry<Long, String> entry = it.next();
Long brokerId = entry.getKey();
String brokerAddr = entry.getValue();
if (brokerAddr.equals(brokerAddrFound)) {
brokerNameFound = brokerData.getBrokerName();
it.remove();
log.info("remove brokerAddr[{}, {}] from brokerAddrTable, because channel destroyed",
brokerId, brokerAddr);
break;
}
}

if (brokerData.getBrokerAddrs().isEmpty()) {
removeBrokerName = true;
itBrokerAddrTable.remove();
log.info("remove brokerName[{}] from brokerAddrTable, because channel destroyed",
brokerData.getBrokerName());
}
}

if (brokerNameFound != null && removeBrokerName) {
Iterator<Entry<String, Set<String>>> it = this.clusterAddrTable.entrySet().iterator();
while (it.hasNext()) {
Entry<String, Set<String>> entry = it.next();
String clusterName = entry.getKey();
Set<String> brokerNames = entry.getValue();
boolean removed = brokerNames.remove(brokerNameFound);
if (removed) {
log.info("remove brokerName[{}], clusterName[{}] from clusterAddrTable, because channel destroyed",
brokerNameFound, clusterName);

if (brokerNames.isEmpty()) {
log.info("remove the clusterName[{}] from clusterAddrTable, because channel destroyed and no broker in this cluster",
clusterName);
it.remove();
}

break;
}
}
}

if (removeBrokerName) {
Iterator<Entry<String, List<QueueData>>> itTopicQueueTable =
this.topicQueueTable.entrySet().iterator();
while (itTopicQueueTable.hasNext()) {
Entry<String, List<QueueData>> entry = itTopicQueueTable.next();
String topic = entry.getKey();
List<QueueData> queueDataList = entry.getValue();

Iterator<QueueData> itQueueData = queueDataList.iterator();
while (itQueueData.hasNext()) {
QueueData queueData = itQueueData.next();
if (queueData.getBrokerName().equals(brokerNameFound)) {
itQueueData.remove();
log.info("remove topic[{} {}], from topicQueueTable, because channel destroyed",
topic, queueData);
}
}

if (queueDataList.isEmpty()) {
itTopicQueueTable.remove();
log.info("remove topic[{}] all queue, from topicQueueTable, because channel destroyed",
topic);
}
}
}
} finally {
this.lock.writeLock().unlock();
}
} catch (Exception e) {
log.error("onChannelDestroy Exception", e);
}
}
}

第二个是每10分钟打印一次NameServer的配置参数。即KVConfigManager.configTable变量的内容。

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this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
NamesrvController.this.kvConfigManager.printAllPeriodically();
}
}, 1, 10, TimeUnit.MINUTES);

然后这个初始化就差不多完成了,后面只需要把remotingServer start一下就好了

处理请求

直接上代码,其实主体是swtich case去判断

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@Override
public RemotingCommand processRequest(ChannelHandlerContext ctx,
RemotingCommand request) throws RemotingCommandException {

if (ctx != null) {
log.debug("receive request, {} {} {}",
request.getCode(),
RemotingHelper.parseChannelRemoteAddr(ctx.channel()),
request);
}


switch (request.getCode()) {
case RequestCode.PUT_KV_CONFIG:
return this.putKVConfig(ctx, request);
case RequestCode.GET_KV_CONFIG:
return this.getKVConfig(ctx, request);
case RequestCode.DELETE_KV_CONFIG:
return this.deleteKVConfig(ctx, request);
case RequestCode.QUERY_DATA_VERSION:
return queryBrokerTopicConfig(ctx, request);
case RequestCode.REGISTER_BROKER:
Version brokerVersion = MQVersion.value2Version(request.getVersion());
if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
return this.registerBrokerWithFilterServer(ctx, request);
} else {
return this.registerBroker(ctx, request);
}
case RequestCode.UNREGISTER_BROKER:
return this.unregisterBroker(ctx, request);
case RequestCode.GET_ROUTEINTO_BY_TOPIC:
return this.getRouteInfoByTopic(ctx, request);
case RequestCode.GET_BROKER_CLUSTER_INFO:
return this.getBrokerClusterInfo(ctx, request);
case RequestCode.WIPE_WRITE_PERM_OF_BROKER:
return this.wipeWritePermOfBroker(ctx, request);
case RequestCode.GET_ALL_TOPIC_LIST_FROM_NAMESERVER:
return getAllTopicListFromNameserver(ctx, request);
case RequestCode.DELETE_TOPIC_IN_NAMESRV:
return deleteTopicInNamesrv(ctx, request);
case RequestCode.GET_KVLIST_BY_NAMESPACE:
return this.getKVListByNamespace(ctx, request);
case RequestCode.GET_TOPICS_BY_CLUSTER:
return this.getTopicsByCluster(ctx, request);
case RequestCode.GET_SYSTEM_TOPIC_LIST_FROM_NS:
return this.getSystemTopicListFromNs(ctx, request);
case RequestCode.GET_UNIT_TOPIC_LIST:
return this.getUnitTopicList(ctx, request);
case RequestCode.GET_HAS_UNIT_SUB_TOPIC_LIST:
return this.getHasUnitSubTopicList(ctx, request);
case RequestCode.GET_HAS_UNIT_SUB_UNUNIT_TOPIC_LIST:
return this.getHasUnitSubUnUnitTopicList(ctx, request);
case RequestCode.UPDATE_NAMESRV_CONFIG:
return this.updateConfig(ctx, request);
case RequestCode.GET_NAMESRV_CONFIG:
return this.getConfig(ctx, request);
default:
break;
}
return null;
}

以broker注册为例,

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case RequestCode.REGISTER_BROKER:
Version brokerVersion = MQVersion.value2Version(request.getVersion());
if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
return this.registerBrokerWithFilterServer(ctx, request);
} else {
return this.registerBroker(ctx, request);
}

做了个简单的版本管理,我们看下前面一个的代码

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public RemotingCommand registerBrokerWithFilterServer(ChannelHandlerContext ctx, RemotingCommand request)
throws RemotingCommandException {
final RemotingCommand response = RemotingCommand.createResponseCommand(RegisterBrokerResponseHeader.class);
final RegisterBrokerResponseHeader responseHeader = (RegisterBrokerResponseHeader) response.readCustomHeader();
final RegisterBrokerRequestHeader requestHeader =
(RegisterBrokerRequestHeader) request.decodeCommandCustomHeader(RegisterBrokerRequestHeader.class);

if (!checksum(ctx, request, requestHeader)) {
response.setCode(ResponseCode.SYSTEM_ERROR);
response.setRemark("crc32 not match");
return response;
}

RegisterBrokerBody registerBrokerBody = new RegisterBrokerBody();

if (request.getBody() != null) {
try {
registerBrokerBody = RegisterBrokerBody.decode(request.getBody(), requestHeader.isCompressed());
} catch (Exception e) {
throw new RemotingCommandException("Failed to decode RegisterBrokerBody", e);
}
} else {
registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setCounter(new AtomicLong(0));
registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setTimestamp(0);
}

RegisterBrokerResult result = this.namesrvController.getRouteInfoManager().registerBroker(
requestHeader.getClusterName(),
requestHeader.getBrokerAddr(),
requestHeader.getBrokerName(),
requestHeader.getBrokerId(),
requestHeader.getHaServerAddr(),
registerBrokerBody.getTopicConfigSerializeWrapper(),
registerBrokerBody.getFilterServerList(),
ctx.channel());

responseHeader.setHaServerAddr(result.getHaServerAddr());
responseHeader.setMasterAddr(result.getMasterAddr());

byte[] jsonValue = this.namesrvController.getKvConfigManager().getKVListByNamespace(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG);
response.setBody(jsonValue);

response.setCode(ResponseCode.SUCCESS);
response.setRemark(null);
return response;
}

可以看到主要的逻辑还是在org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#registerBroker这个方法里

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public RegisterBrokerResult registerBroker(
final String clusterName,
final String brokerAddr,
final String brokerName,
final long brokerId,
final String haServerAddr,
final TopicConfigSerializeWrapper topicConfigWrapper,
final List<String> filterServerList,
final Channel channel) {
RegisterBrokerResult result = new RegisterBrokerResult();
try {
try {
this.lock.writeLock().lockInterruptibly();

// 更新这个clusterAddrTable
Set<String> brokerNames = this.clusterAddrTable.get(clusterName);
if (null == brokerNames) {
brokerNames = new HashSet<String>();
this.clusterAddrTable.put(clusterName, brokerNames);
}
brokerNames.add(brokerName);

boolean registerFirst = false;

// 更新brokerAddrTable
BrokerData brokerData = this.brokerAddrTable.get(brokerName);
if (null == brokerData) {
registerFirst = true;
brokerData = new BrokerData(clusterName, brokerName, new HashMap<Long, String>());
this.brokerAddrTable.put(brokerName, brokerData);
}
Map<Long, String> brokerAddrsMap = brokerData.getBrokerAddrs();
//Switch slave to master: first remove <1, IP:PORT> in namesrv, then add <0, IP:PORT>
//The same IP:PORT must only have one record in brokerAddrTable
Iterator<Entry<Long, String>> it = brokerAddrsMap.entrySet().iterator();
while (it.hasNext()) {
Entry<Long, String> item = it.next();
if (null != brokerAddr && brokerAddr.equals(item.getValue()) && brokerId != item.getKey()) {
it.remove();
}
}

String oldAddr = brokerData.getBrokerAddrs().put(brokerId, brokerAddr);
registerFirst = registerFirst || (null == oldAddr);

// 更新了org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable中的数据
if (null != topicConfigWrapper
&& MixAll.MASTER_ID == brokerId) {
if (this.isBrokerTopicConfigChanged(brokerAddr, topicConfigWrapper.getDataVersion())
|| registerFirst) {
ConcurrentMap<String, TopicConfig> tcTable =
topicConfigWrapper.getTopicConfigTable();
if (tcTable != null) {
for (Map.Entry<String, TopicConfig> entry : tcTable.entrySet()) {
this.createAndUpdateQueueData(brokerName, entry.getValue());
}
}
}
}

// 更新活跃broker信息
BrokerLiveInfo prevBrokerLiveInfo = this.brokerLiveTable.put(brokerAddr,
new BrokerLiveInfo(
System.currentTimeMillis(),
topicConfigWrapper.getDataVersion(),
channel,
haServerAddr));
if (null == prevBrokerLiveInfo) {
log.info("new broker registered, {} HAServer: {}", brokerAddr, haServerAddr);
}

// 处理filter
if (filterServerList != null) {
if (filterServerList.isEmpty()) {
this.filterServerTable.remove(brokerAddr);
} else {
this.filterServerTable.put(brokerAddr, filterServerList);
}
}

// 当当前broker非master时返回master信息
if (MixAll.MASTER_ID != brokerId) {
String masterAddr = brokerData.getBrokerAddrs().get(MixAll.MASTER_ID);
if (masterAddr != null) {
BrokerLiveInfo brokerLiveInfo = this.brokerLiveTable.get(masterAddr);
if (brokerLiveInfo != null) {
result.setHaServerAddr(brokerLiveInfo.getHaServerAddr());
result.setMasterAddr(masterAddr);
}
}
}
} finally {
this.lock.writeLock().unlock();
}
} catch (Exception e) {
log.error("registerBroker Exception", e);
}

return result;
}

这个是注册 broker 的逻辑,再看下根据 topic 获取 broker 信息和 topic 信息,org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#getRouteInfoByTopic 主要是这个方法的逻辑

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public RemotingCommand getRouteInfoByTopic(ChannelHandlerContext ctx,
RemotingCommand request) throws RemotingCommandException {
final RemotingCommand response = RemotingCommand.createResponseCommand(null);
final GetRouteInfoRequestHeader requestHeader =
(GetRouteInfoRequestHeader) request.decodeCommandCustomHeader(GetRouteInfoRequestHeader.class);

TopicRouteData topicRouteData = this.namesrvController.getRouteInfoManager().pickupTopicRouteData(requestHeader.getTopic());

if (topicRouteData != null) {
if (this.namesrvController.getNamesrvConfig().isOrderMessageEnable()) {
String orderTopicConf =
this.namesrvController.getKvConfigManager().getKVConfig(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG,
requestHeader.getTopic());
topicRouteData.setOrderTopicConf(orderTopicConf);
}

byte[] content = topicRouteData.encode();
response.setBody(content);
response.setCode(ResponseCode.SUCCESS);
response.setRemark(null);
return response;
}

response.setCode(ResponseCode.TOPIC_NOT_EXIST);
response.setRemark("No topic route info in name server for the topic: " + requestHeader.getTopic()
+ FAQUrl.suggestTodo(FAQUrl.APPLY_TOPIC_URL));
return response;
}

首先调用org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#pickupTopicRouteDataorg.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable获取到org.apache.rocketmq.common.protocol.route.QueueData这里面存了 brokerName,再通过org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#brokerAddrTable里获取到 broker 的地址信息等,然后再获取 orderMessage 的配置。

简要分析了下 RocketMQ 的 NameServer 的代码,比较粗粒度。

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Linux 下 grep 命令的一点小技巧 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

Linux 下 grep 命令的一点小技巧

用了比较久的 grep 命令,其实都只是用了最最基本的功能来查日志,

譬如

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grep 'xxx' xxxx.log

然后有挺多情况比如想要找日志里带一些符号什么的,就需要用到一些特殊的

比如这样\"userId\":\"123456\",因为比如用户 ID 有时候会跟其他的 id 一样,只用具体的值 123456 来查的话干扰信息太多了,如果直接这样

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grep '\"userId\":\"123456\"' xxxx.log

好像不行,盲猜就是符号的问题,特别是\"这两个,

之前一直是想试一下,但是没成功,昨天在排查一个问题的时候发现了,只要把这些都转义了就行了

grep '\\\"userId\\\":\\\"123456\\\"' xxxx.log

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Linux 下 grep 命令的一点小技巧 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

Linux 下 grep 命令的一点小技巧

用了比较久的 grep 命令,其实都只是用了最最基本的功能来查日志,

譬如

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grep 'xxx' xxxx.log

然后有挺多情况比如想要找日志里带一些符号什么的,就需要用到一些特殊的

比如这样\"userId\":\"123456\",因为比如用户 ID 有时候会跟其他的 id 一样,只用具体的值 123456 来查的话干扰信息太多了,如果直接这样

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grep '\"userId\":\"123456\"' xxxx.log

好像不行,盲猜就是符号的问题,特别是\"这两个,

之前一直是想试一下,但是没成功,昨天在排查一个问题的时候发现了,只要把这些都转义了就行了

grep '\\\"userId\\\":\\\"123456\\\"' xxxx.log

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 25 Reverse Nodes in k-Group 题解分析 | Nicksxs's Blog

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Leetcode 25 Reverse Nodes in k-Group 题解分析

Given a linked list, reverse the nodes of a linked list k at a time and return its modified list.

k is a positive integer and is less than or equal to the length of the linked list. If the number of nodes is not a multiple of k then left-out nodes in the end should remain as it is.

Example:

Given this linked list: 1->2->3->4->5

For k = 2, you should return: 2->1->4->3->5

For k = 3, you should return: 3->2->1->4->5

Note:

  • Only constant extra memory is allowed.
  • You may not alter the values in the list’s nodes, only nodes itself may be changed.

这个题也算是经典中的经典了,各种算法题中的保留曲目,可能不全一样,不过反正都是逆转,这个算是比较难度大的,普通的应该就是整个链表反转,或者只对一个链表中的 m 到 n 位做翻转,这里是 k 个一组做翻转,其实这道题比较难的点是两个,一个是想清楚怎么处理,一个是代码的处理
简单来看下

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public ListNode reverseKGroup(ListNode head, int k) {
if (k <= 1) {
return head;
}
if (head == null) {
return null;
}
ListNode tempEnd = head;
ListNode tempHead = head;
ListNode lastHead = null;
boolean isHeadSet = false;
while (true) {
// k 个一组获取头尾
for (int i = 0; i < k - 1; i++) {
System.out.println(tempEnd.val);
if (tempEnd.next != null) {
tempEnd = tempEnd.next;
} else {
tempEnd = null;
break;
}
}
if (tempEnd != null) {
if (!isHeadSet) {
// 只有在第一组返回的时候需要赋值给 head
head = reverse(null, tempHead, tempEnd);
isHeadSet = !isHeadSet;
} else {
// 后面的需要将前一组的尾巴传进去,作为后一组头
reverse(lastHead, tempHead, tempEnd);
}
if (tempHead.next != null) {
// 如果后续节点还有
lastHead = tempHead;
tempEnd = tempHead.next;
tempHead = tempHead.next;
} else {
break;
}
} else {
break;
}
}

return head;
}
public ListNode reverse(ListNode lastHead, ListNode tempHead, ListNode tempEnd) {
// k 个一组的头尾传进来
ListNode tail = null;
while (tail != tempEnd) {
// tail 表示是将头往后换时,把后面那个先拿着
tail = tempHead.next;
// 然后就是交换
tempHead.next = tempEnd.next;
tempEnd.next = tempHead;
tempHead = tail;
}
if (lastHead !=null) {
// 如果不是第一组,则需要接上前一组的尾巴
lastHead.next = tail;
}
return tail;
}
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 25 Reverse Nodes in k-Group 题解分析 | Nicksxs's Blog

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Leetcode 25 Reverse Nodes in k-Group 题解分析

Given a linked list, reverse the nodes of a linked list k at a time and return its modified list.

k is a positive integer and is less than or equal to the length of the linked list. If the number of nodes is not a multiple of k then left-out nodes in the end should remain as it is.

Example:

Given this linked list: 1->2->3->4->5

For k = 2, you should return: 2->1->4->3->5

For k = 3, you should return: 3->2->1->4->5

Note:

  • Only constant extra memory is allowed.
  • You may not alter the values in the list’s nodes, only nodes itself may be changed.

这个题也算是经典中的经典了,各种算法题中的保留曲目,可能不全一样,不过反正都是逆转,这个算是比较难度大的,普通的应该就是整个链表反转,或者只对一个链表中的 m 到 n 位做翻转,这里是 k 个一组做翻转,其实这道题比较难的点是两个,一个是想清楚怎么处理,一个是代码的处理
简单来看下

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public ListNode reverseKGroup(ListNode head, int k) {
if (k <= 1) {
return head;
}
if (head == null) {
return null;
}
ListNode tempEnd = head;
ListNode tempHead = head;
ListNode lastHead = null;
boolean isHeadSet = false;
while (true) {
// k 个一组获取头尾
for (int i = 0; i < k - 1; i++) {
System.out.println(tempEnd.val);
if (tempEnd.next != null) {
tempEnd = tempEnd.next;
} else {
tempEnd = null;
break;
}
}
if (tempEnd != null) {
if (!isHeadSet) {
// 只有在第一组返回的时候需要赋值给 head
head = reverse(null, tempHead, tempEnd);
isHeadSet = !isHeadSet;
} else {
// 后面的需要将前一组的尾巴传进去,作为后一组头
reverse(lastHead, tempHead, tempEnd);
}
if (tempHead.next != null) {
// 如果后续节点还有
lastHead = tempHead;
tempEnd = tempHead.next;
tempHead = tempHead.next;
} else {
break;
}
} else {
break;
}
}

return head;
}
public ListNode reverse(ListNode lastHead, ListNode tempHead, ListNode tempEnd) {
// k 个一组的头尾传进来
ListNode tail = null;
while (tail != tempEnd) {
// tail 表示是将头往后换时,把后面那个先拿着
tail = tempHead.next;
// 然后就是交换
tempHead.next = tempEnd.next;
tempEnd.next = tempHead;
tempHead = tail;
}
if (lastHead !=null) {
// 如果不是第一组,则需要接上前一组的尾巴
lastHead.next = tail;
}
return tail;
}
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What hurts more, the pain of hard work or the pain of regret?

mybatis 的 $ 和 # 是有啥区别

这个问题也是面试中常被问到的,就抽空来了解下这个,跳过一大段前面初始化的逻辑,
对于一条select * from t1 where id = #{id}这样的 sql,在初始化扫描 mapper 的xml文件的时候会根据是否是 dynamic 来判断生成 DynamicSqlSource 还是 RawSqlSource,这里它是一条 RawSqlSource,
在这里做了替换,将#{}替换成了?

前面说的是否 dynamic 就是在这里进行判断

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// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseScriptNode
public SqlSource parseScriptNode() {
MixedSqlNode rootSqlNode = parseDynamicTags(context);
SqlSource sqlSource;
if (isDynamic) {
sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
} else {
sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
}
return sqlSource;
}
// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseDynamicTags
protected MixedSqlNode parseDynamicTags(XNode node) {
List<SqlNode> contents = new ArrayList<>();
NodeList children = node.getNode().getChildNodes();
for (int i = 0; i < children.getLength(); i++) {
XNode child = node.newXNode(children.item(i));
if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
String data = child.getStringBody("");
TextSqlNode textSqlNode = new TextSqlNode(data);
if (textSqlNode.isDynamic()) {
contents.add(textSqlNode);
isDynamic = true;
} else {
contents.add(new StaticTextSqlNode(data));
}
} else if (child.getNode().getNodeType() == Node.ELEMENT_NODE) { // issue #628
String nodeName = child.getNode().getNodeName();
NodeHandler handler = nodeHandlerMap.get(nodeName);
if (handler == null) {
throw new BuilderException("Unknown element <" + nodeName + "> in SQL statement.");
}
handler.handleNode(child, contents);
isDynamic = true;
}
}
return new MixedSqlNode(contents);
}
// org.apache.ibatis.scripting.xmltags.TextSqlNode#isDynamic
public boolean isDynamic() {
DynamicCheckerTokenParser checker = new DynamicCheckerTokenParser();
GenericTokenParser parser = createParser(checker);
parser.parse(text);
return checker.isDynamic();
}
private GenericTokenParser createParser(TokenHandler handler) {
return new GenericTokenParser("${", "}", handler);
}

可以看到其中一个条件就是是否有${}这种占位符,假如说上面的 sql 换成 ${},那么可以看到它会在这里创建一个 dynamicSqlSource,

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// org.apache.ibatis.scripting.xmltags.DynamicSqlSource
public class DynamicSqlSource implements SqlSource {

private final Configuration configuration;
private final SqlNode rootSqlNode;

public DynamicSqlSource(Configuration configuration, SqlNode rootSqlNode) {
this.configuration = configuration;
this.rootSqlNode = rootSqlNode;
}

@Override
public BoundSql getBoundSql(Object parameterObject) {
DynamicContext context = new DynamicContext(configuration, parameterObject);
rootSqlNode.apply(context);
SqlSourceBuilder sqlSourceParser = new SqlSourceBuilder(configuration);
Class<?> parameterType = parameterObject == null ? Object.class : parameterObject.getClass();
SqlSource sqlSource = sqlSourceParser.parse(context.getSql(), parameterType, context.getBindings());
BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
context.getBindings().forEach(boundSql::setAdditionalParameter);
return boundSql;
}

}

这里眼尖的同学可能就可以看出来了,RawSqlSource 在初始化的时候已经经过了 parse,把#{}替换成了?占位符,但是 DynamicSqlSource 并没有
再看这个图,我们发现在这的时候还没有进行替换
然后往里跟
好像是这里了

这里 rootSqlNode.apply 其实是一个对原来 sql 的解析结果的一个循环调用,不同类型的标签会构成不同的 node,像这里就是一个 textSqlNode

可以发现到这我们的 sql 已经被替换了,而且是直接作为 string 类型替换的,所以可以明白了这个问题所在,就是注入,不过细心的同学发现其实这里是有个

理论上还是可以做过滤的,不过好像现在没用起来。
我们前面可以发现对于#{}是在启动扫描 mapper的 xml 文件就替换成了 ?,然后是在什么时候变成实际的值的呢

发现到这的时候还是没有替换,其实说白了也就是 prepareStatement 那一套,

在这里进行替换,会拿到 org.apache.ibatis.mapping.ParameterMapping,然后进行替换,因为会带着类型信息,所以不用担心注入咯

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What hurts more, the pain of hard work or the pain of regret?

mybatis 的 $ 和 # 是有啥区别

这个问题也是面试中常被问到的,就抽空来了解下这个,跳过一大段前面初始化的逻辑,
对于一条select * from t1 where id = #{id}这样的 sql,在初始化扫描 mapper 的xml文件的时候会根据是否是 dynamic 来判断生成 DynamicSqlSource 还是 RawSqlSource,这里它是一条 RawSqlSource,
在这里做了替换,将#{}替换成了?

前面说的是否 dynamic 就是在这里进行判断

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// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseScriptNode
public SqlSource parseScriptNode() {
MixedSqlNode rootSqlNode = parseDynamicTags(context);
SqlSource sqlSource;
if (isDynamic) {
sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
} else {
sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
}
return sqlSource;
}
// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseDynamicTags
protected MixedSqlNode parseDynamicTags(XNode node) {
List<SqlNode> contents = new ArrayList<>();
NodeList children = node.getNode().getChildNodes();
for (int i = 0; i < children.getLength(); i++) {
XNode child = node.newXNode(children.item(i));
if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
String data = child.getStringBody("");
TextSqlNode textSqlNode = new TextSqlNode(data);
if (textSqlNode.isDynamic()) {
contents.add(textSqlNode);
isDynamic = true;
} else {
contents.add(new StaticTextSqlNode(data));
}
} else if (child.getNode().getNodeType() == Node.ELEMENT_NODE) { // issue #628
String nodeName = child.getNode().getNodeName();
NodeHandler handler = nodeHandlerMap.get(nodeName);
if (handler == null) {
throw new BuilderException("Unknown element <" + nodeName + "> in SQL statement.");
}
handler.handleNode(child, contents);
isDynamic = true;
}
}
return new MixedSqlNode(contents);
}
// org.apache.ibatis.scripting.xmltags.TextSqlNode#isDynamic
public boolean isDynamic() {
DynamicCheckerTokenParser checker = new DynamicCheckerTokenParser();
GenericTokenParser parser = createParser(checker);
parser.parse(text);
return checker.isDynamic();
}
private GenericTokenParser createParser(TokenHandler handler) {
return new GenericTokenParser("${", "}", handler);
}

可以看到其中一个条件就是是否有${}这种占位符,假如说上面的 sql 换成 ${},那么可以看到它会在这里创建一个 dynamicSqlSource,

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// org.apache.ibatis.scripting.xmltags.DynamicSqlSource
public class DynamicSqlSource implements SqlSource {

private final Configuration configuration;
private final SqlNode rootSqlNode;

public DynamicSqlSource(Configuration configuration, SqlNode rootSqlNode) {
this.configuration = configuration;
this.rootSqlNode = rootSqlNode;
}

@Override
public BoundSql getBoundSql(Object parameterObject) {
DynamicContext context = new DynamicContext(configuration, parameterObject);
rootSqlNode.apply(context);
SqlSourceBuilder sqlSourceParser = new SqlSourceBuilder(configuration);
Class<?> parameterType = parameterObject == null ? Object.class : parameterObject.getClass();
SqlSource sqlSource = sqlSourceParser.parse(context.getSql(), parameterType, context.getBindings());
BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
context.getBindings().forEach(boundSql::setAdditionalParameter);
return boundSql;
}

}

这里眼尖的同学可能就可以看出来了,RawSqlSource 在初始化的时候已经经过了 parse,把#{}替换成了?占位符,但是 DynamicSqlSource 并没有
再看这个图,我们发现在这的时候还没有进行替换
然后往里跟
好像是这里了

这里 rootSqlNode.apply 其实是一个对原来 sql 的解析结果的一个循环调用,不同类型的标签会构成不同的 node,像这里就是一个 textSqlNode

可以发现到这我们的 sql 已经被替换了,而且是直接作为 string 类型替换的,所以可以明白了这个问题所在,就是注入,不过细心的同学发现其实这里是有个

理论上还是可以做过滤的,不过好像现在没用起来。
我们前面可以发现对于#{}是在启动扫描 mapper的 xml 文件就替换成了 ?,然后是在什么时候变成实际的值的呢

发现到这的时候还是没有替换,其实说白了也就是 prepareStatement 那一套,

在这里进行替换,会拿到 org.apache.ibatis.mapping.ParameterMapping,然后进行替换,因为会带着类型信息,所以不用担心注入咯

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 3 Longest Substring Without Repeating Characters 题解分析 | Nicksxs's Blog

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 3 Longest Substring Without Repeating Characters 题解分析

又做了个题,看记录是以前用 C++写过的,现在捋一捋思路,用 Java 再写了一下,思路还是比较清晰的,但是边界细节处理得比较差

简要介绍

Given a string s, find the length of the longest substring without repeating characters.

样例

Example 1:

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Input: s = "abcabcbb"
Output: 3
Explanation: The answer is "abc", with the length of 3.

Example 2:

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Input: s = "bbbbb"
Output: 1
Explanation: The answer is "b", with the length of 1.

Example 3:

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Input: s = "pwwkew"
Output: 3
Explanation: The answer is "wke", with the length of 3.
Notice that the answer must be a substring, "pwke" is a subsequence and not a substring.

Example 4:

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Input: s = ""
Output: 0

就是一个最长不重复的字符串长度,因为也是中等难度的题,不太需要特别复杂的思考,最基本的就是O(N*N)两重循环,不过显然不太好,万一超时间,还有一种就是线性复杂度的了,这个就是需要搞定一个思路,比如字符串时 abcdefgaqwrty,比如遍历到第二个a的时候其实不用再从头去遍历了,只要把前面那个a给排除掉,继续往下算就好了

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class Solution {
Map<String, Integer> counter = new HashMap<>();
public int lengthOfLongestSubstring(String s) {
int length = s.length();
// 当前的长度
int subStringLength = 0;
// 最长的长度
int maxSubStringLength = 0;
// 考虑到重复的位置已经被跳过的情况,即已经在当前长度的字符串范围之前的重复字符不需要回溯
int lastDuplicatePos = -1;
for (int i = 0; i < length; i++) {
// 使用 map 存储字符和上一次出现的位置,如果存在并且大于上一次重复位置
if (counter.get(String.valueOf(s.charAt(i))) != null && counter.get(String.valueOf(s.charAt(i))) > lastDuplicatePos) {
// 记录重复位置
lastDuplicatePos = counter.get(String.valueOf(s.charAt(i)));
// 重置不重复子串的长度,减去重复起点
subStringLength = i - counter.get(String.valueOf(s.charAt(i))) - 1;
// 替换当前位置
counter.replace(String.valueOf(s.charAt(i)), i);
} else {
// 如果不存在就直接 put
counter.put(String.valueOf(s.charAt(i)), i);
}
// 长度累加
subStringLength++;
if (subStringLength > maxSubStringLength) {
// 简单替换
maxSubStringLength = subStringLength;
}
}
return maxSubStringLength;
}
}

注释应该写的比较清楚了。

0%
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 3 Longest Substring Without Repeating Characters 题解分析 | Nicksxs's Blog

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 3 Longest Substring Without Repeating Characters 题解分析

又做了个题,看记录是以前用 C++写过的,现在捋一捋思路,用 Java 再写了一下,思路还是比较清晰的,但是边界细节处理得比较差

简要介绍

Given a string s, find the length of the longest substring without repeating characters.

样例

Example 1:

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Input: s = "abcabcbb"
Output: 3
Explanation: The answer is "abc", with the length of 3.

Example 2:

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Input: s = "bbbbb"
Output: 1
Explanation: The answer is "b", with the length of 1.

Example 3:

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Input: s = "pwwkew"
Output: 3
Explanation: The answer is "wke", with the length of 3.
Notice that the answer must be a substring, "pwke" is a subsequence and not a substring.

Example 4:

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Input: s = ""
Output: 0

就是一个最长不重复的字符串长度,因为也是中等难度的题,不太需要特别复杂的思考,最基本的就是O(N*N)两重循环,不过显然不太好,万一超时间,还有一种就是线性复杂度的了,这个就是需要搞定一个思路,比如字符串时 abcdefgaqwrty,比如遍历到第二个a的时候其实不用再从头去遍历了,只要把前面那个a给排除掉,继续往下算就好了

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class Solution {
Map<String, Integer> counter = new HashMap<>();
public int lengthOfLongestSubstring(String s) {
int length = s.length();
// 当前的长度
int subStringLength = 0;
// 最长的长度
int maxSubStringLength = 0;
// 考虑到重复的位置已经被跳过的情况,即已经在当前长度的字符串范围之前的重复字符不需要回溯
int lastDuplicatePos = -1;
for (int i = 0; i < length; i++) {
// 使用 map 存储字符和上一次出现的位置,如果存在并且大于上一次重复位置
if (counter.get(String.valueOf(s.charAt(i))) != null && counter.get(String.valueOf(s.charAt(i))) > lastDuplicatePos) {
// 记录重复位置
lastDuplicatePos = counter.get(String.valueOf(s.charAt(i)));
// 重置不重复子串的长度,减去重复起点
subStringLength = i - counter.get(String.valueOf(s.charAt(i))) - 1;
// 替换当前位置
counter.replace(String.valueOf(s.charAt(i)), i);
} else {
// 如果不存在就直接 put
counter.put(String.valueOf(s.charAt(i)), i);
}
// 长度累加
subStringLength++;
if (subStringLength > maxSubStringLength) {
// 简单替换
maxSubStringLength = subStringLength;
}
}
return maxSubStringLength;
}
}

注释应该写的比较清楚了。

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What hurts more, the pain of hard work or the pain of regret?

mybatis 的缓存是怎么回事

Java 真的是任何一个中间件,比较常用的那种,都有很多内容值得深挖,比如这个缓存,慢慢有过一些感悟,比如如何提升性能,缓存无疑是一大重要手段,最底层开始 CPU 就有缓存,而且又小又贵,再往上一点内存一般作为硬盘存储在运行时的存储,一般在代码里也会用内存作为一些本地缓存,譬如数据库,像 mysql 这种也是有innodb_buffer_pool来提升查询效率,本质上理解就是用更快的存储作为相对慢存储的缓存,减少查询直接访问较慢的存储,并且这个都是相对的,比起 cpu 的缓存,那内存也是渣,但是与普通机械硬盘相比,那也是两个次元的水平。

闲扯这么多来说说 mybatis 的缓存,mybatis 一般作为一个轻量级的 orm 使用,相对应的就是比较重量级的 hibernate,不过不在这次讨论范围,上一次是主要讲了 mybatis 在解析 sql 过程中,对于两种占位符的不同替换实现策略,这次主要聊下 mybatis 的缓存,前面其实得了解下前置的东西,比如 sqlsession,先当做我们知道 sqlsession 是个什么玩意,可能或多或少的知道 mybatis 是有两级缓存,

一级缓存

第一级的缓存是在 BaseExecutor 中的 PerpetualCache,它是个最基本的缓存实现类,使用了 HashMap 实现缓存功能,代码其实没几十行

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public class PerpetualCache implements Cache {

private final String id;

private final Map<Object, Object> cache = new HashMap<>();

public PerpetualCache(String id) {
this.id = id;
}

@Override
public String getId() {
return id;
}

@Override
public int getSize() {
return cache.size();
}

@Override
public void putObject(Object key, Object value) {
cache.put(key, value);
}

@Override
public Object getObject(Object key) {
return cache.get(key);
}

@Override
public Object removeObject(Object key) {
return cache.remove(key);
}

@Override
public void clear() {
cache.clear();
}

@Override
public boolean equals(Object o) {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
if (this == o) {
return true;
}
if (!(o instanceof Cache)) {
return false;
}

Cache otherCache = (Cache) o;
return getId().equals(otherCache.getId());
}

@Override
public int hashCode() {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
return getId().hashCode();
}

}

可以看一下BaseExecutor 的构造函数

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protected BaseExecutor(Configuration configuration, Transaction transaction) {
this.transaction = transaction;
this.deferredLoads = new ConcurrentLinkedQueue<>();
this.localCache = new PerpetualCache("LocalCache");
this.localOutputParameterCache = new PerpetualCache("LocalOutputParameterCache");
this.closed = false;
this.configuration = configuration;
this.wrapper = this;
}

就是把 PerpetualCache 作为 localCache,然后怎么使用我看简单看一下,BaseExecutor 的查询首先是调用这个函数

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameter);
CacheKey key = createCacheKey(ms, parameter, rowBounds, boundSql);
return query(ms, parameter, rowBounds, resultHandler, key, boundSql);
}

可以看到首先是调用了 createCacheKey 方法,这个方法呢,先不看怎么写的,如果我们自己要实现这么个缓存,首先这个缓存 key 的设计也是个问题,如果是以表名加主键作为 key,那么分页查询,或者没有主键的时候就不行,来看看 mybatis 是怎么设计的

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@Override
public CacheKey createCacheKey(MappedStatement ms, Object parameterObject, RowBounds rowBounds, BoundSql boundSql) {
if (closed) {
throw new ExecutorException("Executor was closed.");
}
CacheKey cacheKey = new CacheKey();
cacheKey.update(ms.getId());
cacheKey.update(rowBounds.getOffset());
cacheKey.update(rowBounds.getLimit());
cacheKey.update(boundSql.getSql());
List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
TypeHandlerRegistry typeHandlerRegistry = ms.getConfiguration().getTypeHandlerRegistry();
// mimic DefaultParameterHandler logic
for (ParameterMapping parameterMapping : parameterMappings) {
if (parameterMapping.getMode() != ParameterMode.OUT) {
Object value;
String propertyName = parameterMapping.getProperty();
if (boundSql.hasAdditionalParameter(propertyName)) {
value = boundSql.getAdditionalParameter(propertyName);
} else if (parameterObject == null) {
value = null;
} else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
value = parameterObject;
} else {
MetaObject metaObject = configuration.newMetaObject(parameterObject);
value = metaObject.getValue(propertyName);
}
cacheKey.update(value);
}
}
if (configuration.getEnvironment() != null) {
// issue #176
cacheKey.update(configuration.getEnvironment().getId());
}
return cacheKey;
}

首先需要 id,这个 id 是 mapper 里方法的 id, 然后是偏移量跟返回行数,再就是 sql,然后是参数,基本上是会有影响的都加进去了,在这个 update 里面

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public void update(Object object) {
int baseHashCode = object == null ? 1 : ArrayUtil.hashCode(object);

count++;
checksum += baseHashCode;
baseHashCode *= count;

hashcode = multiplier * hashcode + baseHashCode;

updateList.add(object);
}

其实是一个 hash 转换,具体不纠结,就是提高特异性,然后回来就是继续调用 query

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
if (closed) {
throw new ExecutorException("Executor was closed.");
}
if (queryStack == 0 && ms.isFlushCacheRequired()) {
clearLocalCache();
}
List<E> list;
try {
queryStack++;
list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
if (list != null) {
handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
} else {
list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
}
} finally {
queryStack--;
}
if (queryStack == 0) {
for (DeferredLoad deferredLoad : deferredLoads) {
deferredLoad.load();
}
// issue #601
deferredLoads.clear();
if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
// issue #482
clearLocalCache();
}
}
return list;
}

可以看到是先从 localCache 里取,取不到再 queryFromDatabase,其实比较简单,这是一级缓存,考虑到 sqlsession 跟 BaseExecutor 的关系,其实是随着 sqlsession 来保证这个缓存不会出现脏数据幻读的情况,当然事务相关的后面可能再单独聊。

二级缓存

其实这个一级二级顺序有点反过来,其实查询的是先走的二级缓存,当然二级的需要配置开启,默认不开,
需要通过

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<setting name="cacheEnabled" value="true"/>

来开启,然后我们的查询就会走到

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public class CachingExecutor implements Executor {

private final Executor delegate;
private final TransactionalCacheManager tcm = new TransactionalCacheManager();

这个 Executor 中,这里我放了类里面的元素,发现没有一个 Cache 类,这就是一个特点了,往下看查询过程

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@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameterObject);
CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
throws SQLException {
Cache cache = ms.getCache();
if (cache != null) {
flushCacheIfRequired(ms);
if (ms.isUseCache() && resultHandler == null) {
ensureNoOutParams(ms, boundSql);
@SuppressWarnings("unchecked")
List<E> list = (List<E>) tcm.getObject(cache, key);
if (list == null) {
list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
tcm.putObject(cache, key, list); // issue #578 and #116
}
return list;
}
}
return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

看到没,其实缓存是从 tcm 这个成员变量里取,而这个是什么呢,事务性缓存(直译下),因为这个其实是用 MappedStatement 里的 Cache 作为key 从 tcm 的 map 取出来的

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public class TransactionalCacheManager {

private final Map<Cache, TransactionalCache> transactionalCaches = new HashMap<>();

MappedStatement是被全局使用的,所以其实二级缓存是跟着 mapper 的 namespace 走的,可以被多个 CachingExecutor 获取到,就会出现线程安全问题,线程安全问题可以用SynchronizedCache来解决,就是加锁,但是对于事务中的脏读,使用了TransactionalCache来解决这个问题,

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public class TransactionalCache implements Cache {

private static final Log log = LogFactory.getLog(TransactionalCache.class);

private final Cache delegate;
private boolean clearOnCommit;
private final Map<Object, Object> entriesToAddOnCommit;
private final Set<Object> entriesMissedInCache;

在事务还没提交的时候,会把中间状态的数据放在 entriesToAddOnCommit 中,只有在提交后会放进共享缓存中,

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public void commit() {
if (clearOnCommit) {
delegate.clear();
}
flushPendingEntries();
reset();
}
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}mybatis 的缓存是怎么回事 | Nicksxs's Blog

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mybatis 的缓存是怎么回事

Java 真的是任何一个中间件,比较常用的那种,都有很多内容值得深挖,比如这个缓存,慢慢有过一些感悟,比如如何提升性能,缓存无疑是一大重要手段,最底层开始 CPU 就有缓存,而且又小又贵,再往上一点内存一般作为硬盘存储在运行时的存储,一般在代码里也会用内存作为一些本地缓存,譬如数据库,像 mysql 这种也是有innodb_buffer_pool来提升查询效率,本质上理解就是用更快的存储作为相对慢存储的缓存,减少查询直接访问较慢的存储,并且这个都是相对的,比起 cpu 的缓存,那内存也是渣,但是与普通机械硬盘相比,那也是两个次元的水平。

闲扯这么多来说说 mybatis 的缓存,mybatis 一般作为一个轻量级的 orm 使用,相对应的就是比较重量级的 hibernate,不过不在这次讨论范围,上一次是主要讲了 mybatis 在解析 sql 过程中,对于两种占位符的不同替换实现策略,这次主要聊下 mybatis 的缓存,前面其实得了解下前置的东西,比如 sqlsession,先当做我们知道 sqlsession 是个什么玩意,可能或多或少的知道 mybatis 是有两级缓存,

一级缓存

第一级的缓存是在 BaseExecutor 中的 PerpetualCache,它是个最基本的缓存实现类,使用了 HashMap 实现缓存功能,代码其实没几十行

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public class PerpetualCache implements Cache {

private final String id;

private final Map<Object, Object> cache = new HashMap<>();

public PerpetualCache(String id) {
this.id = id;
}

@Override
public String getId() {
return id;
}

@Override
public int getSize() {
return cache.size();
}

@Override
public void putObject(Object key, Object value) {
cache.put(key, value);
}

@Override
public Object getObject(Object key) {
return cache.get(key);
}

@Override
public Object removeObject(Object key) {
return cache.remove(key);
}

@Override
public void clear() {
cache.clear();
}

@Override
public boolean equals(Object o) {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
if (this == o) {
return true;
}
if (!(o instanceof Cache)) {
return false;
}

Cache otherCache = (Cache) o;
return getId().equals(otherCache.getId());
}

@Override
public int hashCode() {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
return getId().hashCode();
}

}

可以看一下BaseExecutor 的构造函数

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protected BaseExecutor(Configuration configuration, Transaction transaction) {
this.transaction = transaction;
this.deferredLoads = new ConcurrentLinkedQueue<>();
this.localCache = new PerpetualCache("LocalCache");
this.localOutputParameterCache = new PerpetualCache("LocalOutputParameterCache");
this.closed = false;
this.configuration = configuration;
this.wrapper = this;
}

就是把 PerpetualCache 作为 localCache,然后怎么使用我看简单看一下,BaseExecutor 的查询首先是调用这个函数

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameter);
CacheKey key = createCacheKey(ms, parameter, rowBounds, boundSql);
return query(ms, parameter, rowBounds, resultHandler, key, boundSql);
}

可以看到首先是调用了 createCacheKey 方法,这个方法呢,先不看怎么写的,如果我们自己要实现这么个缓存,首先这个缓存 key 的设计也是个问题,如果是以表名加主键作为 key,那么分页查询,或者没有主键的时候就不行,来看看 mybatis 是怎么设计的

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@Override
public CacheKey createCacheKey(MappedStatement ms, Object parameterObject, RowBounds rowBounds, BoundSql boundSql) {
if (closed) {
throw new ExecutorException("Executor was closed.");
}
CacheKey cacheKey = new CacheKey();
cacheKey.update(ms.getId());
cacheKey.update(rowBounds.getOffset());
cacheKey.update(rowBounds.getLimit());
cacheKey.update(boundSql.getSql());
List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
TypeHandlerRegistry typeHandlerRegistry = ms.getConfiguration().getTypeHandlerRegistry();
// mimic DefaultParameterHandler logic
for (ParameterMapping parameterMapping : parameterMappings) {
if (parameterMapping.getMode() != ParameterMode.OUT) {
Object value;
String propertyName = parameterMapping.getProperty();
if (boundSql.hasAdditionalParameter(propertyName)) {
value = boundSql.getAdditionalParameter(propertyName);
} else if (parameterObject == null) {
value = null;
} else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
value = parameterObject;
} else {
MetaObject metaObject = configuration.newMetaObject(parameterObject);
value = metaObject.getValue(propertyName);
}
cacheKey.update(value);
}
}
if (configuration.getEnvironment() != null) {
// issue #176
cacheKey.update(configuration.getEnvironment().getId());
}
return cacheKey;
}

首先需要 id,这个 id 是 mapper 里方法的 id, 然后是偏移量跟返回行数,再就是 sql,然后是参数,基本上是会有影响的都加进去了,在这个 update 里面

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public void update(Object object) {
int baseHashCode = object == null ? 1 : ArrayUtil.hashCode(object);

count++;
checksum += baseHashCode;
baseHashCode *= count;

hashcode = multiplier * hashcode + baseHashCode;

updateList.add(object);
}

其实是一个 hash 转换,具体不纠结,就是提高特异性,然后回来就是继续调用 query

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
if (closed) {
throw new ExecutorException("Executor was closed.");
}
if (queryStack == 0 && ms.isFlushCacheRequired()) {
clearLocalCache();
}
List<E> list;
try {
queryStack++;
list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
if (list != null) {
handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
} else {
list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
}
} finally {
queryStack--;
}
if (queryStack == 0) {
for (DeferredLoad deferredLoad : deferredLoads) {
deferredLoad.load();
}
// issue #601
deferredLoads.clear();
if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
// issue #482
clearLocalCache();
}
}
return list;
}

可以看到是先从 localCache 里取,取不到再 queryFromDatabase,其实比较简单,这是一级缓存,考虑到 sqlsession 跟 BaseExecutor 的关系,其实是随着 sqlsession 来保证这个缓存不会出现脏数据幻读的情况,当然事务相关的后面可能再单独聊。

二级缓存

其实这个一级二级顺序有点反过来,其实查询的是先走的二级缓存,当然二级的需要配置开启,默认不开,
需要通过

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<setting name="cacheEnabled" value="true"/>

来开启,然后我们的查询就会走到

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public class CachingExecutor implements Executor {

private final Executor delegate;
private final TransactionalCacheManager tcm = new TransactionalCacheManager();

这个 Executor 中,这里我放了类里面的元素,发现没有一个 Cache 类,这就是一个特点了,往下看查询过程

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@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameterObject);
CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
throws SQLException {
Cache cache = ms.getCache();
if (cache != null) {
flushCacheIfRequired(ms);
if (ms.isUseCache() && resultHandler == null) {
ensureNoOutParams(ms, boundSql);
@SuppressWarnings("unchecked")
List<E> list = (List<E>) tcm.getObject(cache, key);
if (list == null) {
list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
tcm.putObject(cache, key, list); // issue #578 and #116
}
return list;
}
}
return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

看到没,其实缓存是从 tcm 这个成员变量里取,而这个是什么呢,事务性缓存(直译下),因为这个其实是用 MappedStatement 里的 Cache 作为key 从 tcm 的 map 取出来的

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public class TransactionalCacheManager {

private final Map<Cache, TransactionalCache> transactionalCaches = new HashMap<>();

MappedStatement是被全局使用的,所以其实二级缓存是跟着 mapper 的 namespace 走的,可以被多个 CachingExecutor 获取到,就会出现线程安全问题,线程安全问题可以用SynchronizedCache来解决,就是加锁,但是对于事务中的脏读,使用了TransactionalCache来解决这个问题,

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public class TransactionalCache implements Cache {

private static final Log log = LogFactory.getLog(TransactionalCache.class);

private final Cache delegate;
private boolean clearOnCommit;
private final Map<Object, Object> entriesToAddOnCommit;
private final Set<Object> entriesMissedInCache;

在事务还没提交的时候,会把中间状态的数据放在 entriesToAddOnCommit 中,只有在提交后会放进共享缓存中,

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public void commit() {
if (clearOnCommit) {
delegate.clear();
}
flushPendingEntries();
reset();
}
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Leetcode 2 Add Two Numbers 题解分析

又 roll 到了一个以前做过的题,不过现在用 Java 也来写一下,是 easy 级别的,所以就简单说下

简要介绍

You are given two non-empty linked lists representing two non-negative integers. The digits are stored in reverse order, and each of their nodes contains a single digit. Add the two numbers and return the sum as a linked list.

You may assume the two numbers do not contain any leading zero, except the number 0 itself.
就是给了两个链表,用来表示两个非负的整数,在链表中倒序放着,每个节点包含一位的数字,把他们加起来以后也按照原来的链表结构输出

样例

example 1

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Input: l1 = [2,4,3], l2 = [5,6,4]
Output: [7,0,8]
Explanation: 342 + 465 = 807.

example 2

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Input: l1 = [0], l2 = [0]
Output: [0]

example 3

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Input: l1 = [9,9,9,9,9,9,9], l2 = [9,9,9,9]
Output: [8,9,9,9,0,0,0,1]

题解

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public ListNode addTwoNumbers(ListNode l1, ListNode l2) {
ListNode root = new ListNode();
if (l1 == null && l2 == null) {
return root;
}
ListNode tail = root;
int entered = 0;
// 这个条件加了 entered,就是还有进位的数
while (l1 != null || l2 != null || entered != 0) {
int temp = entered;
if (l1 != null) {
temp += l1.val;
l1 = l1.next;
}
if (l2 != null) {
temp += l2.val;
l2 = l2.next;
}
entered = (temp - temp % 10) / 10;
tail.val = temp % 10;
// 循环内部的控制是为了排除最后的空节点
if (l1 != null || l2 != null || entered != 0) {
tail.next = new ListNode();
tail = tail.next;
}
}
// tail = null;
return root;
}

这里唯二需要注意的就是两个点,一个是循环条件需要包含进位值还存在的情况,还有一个是最后一个节点,如果是空的了,就不要在 new 一个出来了,写的比较挫

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Leetcode 2 Add Two Numbers 题解分析

又 roll 到了一个以前做过的题,不过现在用 Java 也来写一下,是 easy 级别的,所以就简单说下

简要介绍

You are given two non-empty linked lists representing two non-negative integers. The digits are stored in reverse order, and each of their nodes contains a single digit. Add the two numbers and return the sum as a linked list.

You may assume the two numbers do not contain any leading zero, except the number 0 itself.
就是给了两个链表,用来表示两个非负的整数,在链表中倒序放着,每个节点包含一位的数字,把他们加起来以后也按照原来的链表结构输出

样例

example 1

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Input: l1 = [2,4,3], l2 = [5,6,4]
Output: [7,0,8]
Explanation: 342 + 465 = 807.

example 2

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Input: l1 = [0], l2 = [0]
Output: [0]

example 3

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Input: l1 = [9,9,9,9,9,9,9], l2 = [9,9,9,9]
Output: [8,9,9,9,0,0,0,1]

题解

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public ListNode addTwoNumbers(ListNode l1, ListNode l2) {
ListNode root = new ListNode();
if (l1 == null && l2 == null) {
return root;
}
ListNode tail = root;
int entered = 0;
// 这个条件加了 entered,就是还有进位的数
while (l1 != null || l2 != null || entered != 0) {
int temp = entered;
if (l1 != null) {
temp += l1.val;
l1 = l1.next;
}
if (l2 != null) {
temp += l2.val;
l2 = l2.next;
}
entered = (temp - temp % 10) / 10;
tail.val = temp % 10;
// 循环内部的控制是为了排除最后的空节点
if (l1 != null || l2 != null || entered != 0) {
tail.next = new ListNode();
tail = tail.next;
}
}
// tail = null;
return root;
}

这里唯二需要注意的就是两个点,一个是循环条件需要包含进位值还存在的情况,还有一个是最后一个节点,如果是空的了,就不要在 new 一个出来了,写的比较挫

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Leetcode 104 二叉树的最大深度(Maximum Depth of Binary Tree) 题解分析

题目介绍

给定一个二叉树,找出其最大深度。

二叉树的深度为根节点到最远叶子节点的最长路径上的节点数。

说明: 叶子节点是指没有子节点的节点。

示例:
给定二叉树 [3,9,20,null,null,15,7],

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2
3
4
5
  3
/ \
9 20
/ \
15 7

返回它的最大深度 3 。

代码

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// 主体是个递归的应用
public int maxDepth(TreeNode root) {
// 节点的退出条件之一
if (root == null) {
return 0;
}
int left = 0;
int right = 0;
// 存在左子树,就递归左子树
if (root.left != null) {
left = maxDepth(root.left);
}
// 存在右子树,就递归右子树
if (root.right != null) {
right = maxDepth(root.right);
}
// 前面返回后,左右取大者
return Math.max(left + 1, right + 1);
}

分析

其实对于树这类题,一般是以递归形式比较方便,只是要注意退出条件

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Leetcode 104 二叉树的最大深度(Maximum Depth of Binary Tree) 题解分析

题目介绍

给定一个二叉树,找出其最大深度。

二叉树的深度为根节点到最远叶子节点的最长路径上的节点数。

说明: 叶子节点是指没有子节点的节点。

示例:
给定二叉树 [3,9,20,null,null,15,7],

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4
5
  3
/ \
9 20
/ \
15 7

返回它的最大深度 3 。

代码

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// 主体是个递归的应用
public int maxDepth(TreeNode root) {
// 节点的退出条件之一
if (root == null) {
return 0;
}
int left = 0;
int right = 0;
// 存在左子树,就递归左子树
if (root.left != null) {
left = maxDepth(root.left);
}
// 存在右子树,就递归右子树
if (root.right != null) {
right = maxDepth(root.right);
}
// 前面返回后,左右取大者
return Math.max(left + 1, right + 1);
}

分析

其实对于树这类题,一般是以递归形式比较方便,只是要注意退出条件

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 234 回文链表(Palindrome Linked List) 题解分析

题目介绍

Given a singly linked list, determine if it is a palindrome.
给定一个单向链表,判断是否是回文链表

例一 Example 1:

Input: 1->2
Output: false

例二 Example 2:

Input: 1->2->2->1
Output: true

挑战下自己

Follow up:
Could you do it in O(n) time and O(1) space?

简要分析

首先这是个单向链表,如果是双向的就可以一个从头到尾,一个从尾到头,显然那样就没啥意思了,然后想过要不找到中点,然后用一个栈,把前一半塞进栈里,但是这种其实也比较麻烦,比如长度是奇偶数,然后如何找到中点,这倒是可以借助于双指针,还是比较麻烦,再想一想,回文链表,就跟最开始的一样,链表只有单向的,我用个栈不就可以逆向了么,先把链表整个塞进栈里,然后在一个个 pop 出来跟链表从头开始比较,全对上了就是回文了

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/**
* Definition for singly-linked list.
* public class ListNode {
* int val;
* ListNode next;
* ListNode() {}
* ListNode(int val) { this.val = val; }
* ListNode(int val, ListNode next) { this.val = val; this.next = next; }
* }
*/
class Solution {
public boolean isPalindrome(ListNode head) {
if (head == null) {
return true;
}
ListNode tail = head;
LinkedList<Integer> stack = new LinkedList<>();
// 这里就是一个循环,将所有元素依次压入栈
while (tail != null) {
stack.push(tail.val);
tail = tail.next;
}
// 在逐个 pop 出来,其实这个出来的顺序就等于链表从尾到头遍历,同时跟链表从头到尾遍历进行逐对对比
while (!stack.isEmpty()) {
if (stack.peekFirst() == head.val) {
stack.pollFirst();
head = head.next;
} else {
return false;
}
}
return true;
}
}
0%
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What hurts more, the pain of hard work or the pain of regret?

Leetcode 234 回文链表(Palindrome Linked List) 题解分析

题目介绍

Given a singly linked list, determine if it is a palindrome.
给定一个单向链表,判断是否是回文链表

例一 Example 1:

Input: 1->2
Output: false

例二 Example 2:

Input: 1->2->2->1
Output: true

挑战下自己

Follow up:
Could you do it in O(n) time and O(1) space?

简要分析

首先这是个单向链表,如果是双向的就可以一个从头到尾,一个从尾到头,显然那样就没啥意思了,然后想过要不找到中点,然后用一个栈,把前一半塞进栈里,但是这种其实也比较麻烦,比如长度是奇偶数,然后如何找到中点,这倒是可以借助于双指针,还是比较麻烦,再想一想,回文链表,就跟最开始的一样,链表只有单向的,我用个栈不就可以逆向了么,先把链表整个塞进栈里,然后在一个个 pop 出来跟链表从头开始比较,全对上了就是回文了

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/**
* Definition for singly-linked list.
* public class ListNode {
* int val;
* ListNode next;
* ListNode() {}
* ListNode(int val) { this.val = val; }
* ListNode(int val, ListNode next) { this.val = val; this.next = next; }
* }
*/
class Solution {
public boolean isPalindrome(ListNode head) {
if (head == null) {
return true;
}
ListNode tail = head;
LinkedList<Integer> stack = new LinkedList<>();
// 这里就是一个循环,将所有元素依次压入栈
while (tail != null) {
stack.push(tail.val);
tail = tail.next;
}
// 在逐个 pop 出来,其实这个出来的顺序就等于链表从尾到头遍历,同时跟链表从头到尾遍历进行逐对对比
while (!stack.isEmpty()) {
if (stack.peekFirst() == head.val) {
stack.pollFirst();
head = head.next;
} else {
return false;
}
}
return true;
}
}
0%
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Leetcode 155 最小栈(Min Stack) 题解分析

题目介绍

Design a stack that supports push, pop, top, and retrieving the minimum element in constant time.
设计一个栈,支持压栈,出站,获取栈顶元素,通过常数级复杂度获取栈中的最小元素

  • push(x) – Push element x onto stack.
  • pop() – Removes the element on top of the stack.
  • top() – Get the top element.
  • getMin() – Retrieve the minimum element in the stack.

示例

Example 1:

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Input
["MinStack","push","push","push","getMin","pop","top","getMin"]
[[],[-2],[0],[-3],[],[],[],[]]

Output
[null,null,null,null,-3,null,0,-2]

Explanation
MinStack minStack = new MinStack();
minStack.push(-2);
minStack.push(0);
minStack.push(-3);
minStack.getMin(); // return -3
minStack.pop();
minStack.top(); // return 0
minStack.getMin(); // return -2

简要分析

其实现在大部分语言都自带类栈的数据结构,Java 也自带 stack 这个数据结构,所以这个题的主要难点的就是常数级的获取最小元素,最开始的想法是就一个栈外加一个记录最小值的变量就行了,但是仔细一想是不行的,因为随着元素被 pop 出去,这个最小值也可能需要梗着变化,就不太好判断了,所以后面是用了一个辅助栈。

代码

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class MinStack {
// 这个作为主栈
Stack<Integer> s1 = new Stack<>();
// 这个作为辅助栈,放最小值的栈
Stack<Integer> s2 = new Stack<>();
/** initialize your data structure here. */
public MinStack() {

}

public void push(int x) {
// 放入主栈
s1.push(x);
// 当 s2 是空或者当前值是小于"等于" s2 栈顶时,压入辅助最小值的栈
// 注意这里的"等于"非常必要,因为当最小值有多个的情况下,也需要压入栈,否则在 pop 的时候就会不对等
if (s2.isEmpty() || x <= s2.peek()) {
s2.push(x);
}
}

public void pop() {
// 首先就是主栈要 pop,然后就是第二个了,跟上面的"等于"很有关系,
// 因为如果有两个最小值,如果前面等于的情况没有压栈,那这边相等的时候 pop 就会少一个了,可能就导致最小值不对了
int x = s1.pop();
if (x == s2.peek()) {
s2.pop();
}
}

public int top() {
// 栈顶的元素
return s1.peek();
}

public int getMin() {
// 辅助最小栈的栈顶
return s2.peek();
}
}
0%
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Leetcode 155 最小栈(Min Stack) 题解分析

题目介绍

Design a stack that supports push, pop, top, and retrieving the minimum element in constant time.
设计一个栈,支持压栈,出站,获取栈顶元素,通过常数级复杂度获取栈中的最小元素

  • push(x) – Push element x onto stack.
  • pop() – Removes the element on top of the stack.
  • top() – Get the top element.
  • getMin() – Retrieve the minimum element in the stack.

示例

Example 1:

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Input
["MinStack","push","push","push","getMin","pop","top","getMin"]
[[],[-2],[0],[-3],[],[],[],[]]

Output
[null,null,null,null,-3,null,0,-2]

Explanation
MinStack minStack = new MinStack();
minStack.push(-2);
minStack.push(0);
minStack.push(-3);
minStack.getMin(); // return -3
minStack.pop();
minStack.top(); // return 0
minStack.getMin(); // return -2

简要分析

其实现在大部分语言都自带类栈的数据结构,Java 也自带 stack 这个数据结构,所以这个题的主要难点的就是常数级的获取最小元素,最开始的想法是就一个栈外加一个记录最小值的变量就行了,但是仔细一想是不行的,因为随着元素被 pop 出去,这个最小值也可能需要梗着变化,就不太好判断了,所以后面是用了一个辅助栈。

代码

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class MinStack {
// 这个作为主栈
Stack<Integer> s1 = new Stack<>();
// 这个作为辅助栈,放最小值的栈
Stack<Integer> s2 = new Stack<>();
/** initialize your data structure here. */
public MinStack() {

}

public void push(int x) {
// 放入主栈
s1.push(x);
// 当 s2 是空或者当前值是小于"等于" s2 栈顶时,压入辅助最小值的栈
// 注意这里的"等于"非常必要,因为当最小值有多个的情况下,也需要压入栈,否则在 pop 的时候就会不对等
if (s2.isEmpty() || x <= s2.peek()) {
s2.push(x);
}
}

public void pop() {
// 首先就是主栈要 pop,然后就是第二个了,跟上面的"等于"很有关系,
// 因为如果有两个最小值,如果前面等于的情况没有压栈,那这边相等的时候 pop 就会少一个了,可能就导致最小值不对了
int x = s1.pop();
if (x == s2.peek()) {
s2.pop();
}
}

public int top() {
// 栈顶的元素
return s1.peek();
}

public int getMin() {
// 辅助最小栈的栈顶
return s2.peek();
}
}
0%
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Leetcode 105 从前序与中序遍历序列构造二叉树(Construct Binary Tree from Preorder and Inorder Traversal) 题解分析

题目介绍

Given preorder and inorder traversal of a tree, construct the binary tree.
给定一棵树的前序和中序遍历,构造出一棵二叉树

注意

You may assume that duplicates do not exist in the tree.
你可以假设树中没有重复的元素。(PS: 不然就没法做了呀)

例子:

1
2
preorder = [3,9,20,15,7]
inorder = [9,3,15,20,7]

返回的二叉树

1
2
3
4
5
  3
/ \
9 20
/ \
15 7

简要分析

看到这个题可以想到一个比较常规的解法就是递归拆树,前序就是根左右,中序就是左根右,然后就是通过前序已经确定的根在中序中找到,然后去划分左右子树,这个例子里是 3,找到中序中的位置,那么就可以确定,9 是左子树,15,20,7是右子树,然后对应的可以根据左右子树的元素数量在前序中划分左右子树,再继续递归就行

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class Solution {
public TreeNode buildTree(int[] preorder, int[] inorder) {
// 获取下数组长度
int n = preorder.length;
// 排除一下异常和边界
if (n != inorder.length) {
return null;
}
if (n == 0) {
return null;
}
if (n == 1) {
return new TreeNode(preorder[0]);
}
// 获得根节点
TreeNode node = new TreeNode(preorder[0]);
int pos = 0;
// 找到中序中的位置
for (int i = 0; i < inorder.length; i++) {
if (node.val == inorder[i]) {
pos = i;
break;
}
}
// 划分左右再进行递归,注意下`Arrays.copyOfRange`的用法
node.left = buildTree(Arrays.copyOfRange(preorder, 1, pos + 1), Arrays.copyOfRange(inorder, 0, pos));
node.right = buildTree(Arrays.copyOfRange(preorder, pos + 1, n), Arrays.copyOfRange(inorder, pos + 1, n));
return node;
}
}
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Leetcode 105 从前序与中序遍历序列构造二叉树(Construct Binary Tree from Preorder and Inorder Traversal) 题解分析

题目介绍

Given preorder and inorder traversal of a tree, construct the binary tree.
给定一棵树的前序和中序遍历,构造出一棵二叉树

注意

You may assume that duplicates do not exist in the tree.
你可以假设树中没有重复的元素。(PS: 不然就没法做了呀)

例子:

1
2
preorder = [3,9,20,15,7]
inorder = [9,3,15,20,7]

返回的二叉树

1
2
3
4
5
  3
/ \
9 20
/ \
15 7

简要分析

看到这个题可以想到一个比较常规的解法就是递归拆树,前序就是根左右,中序就是左根右,然后就是通过前序已经确定的根在中序中找到,然后去划分左右子树,这个例子里是 3,找到中序中的位置,那么就可以确定,9 是左子树,15,20,7是右子树,然后对应的可以根据左右子树的元素数量在前序中划分左右子树,再继续递归就行

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class Solution {
public TreeNode buildTree(int[] preorder, int[] inorder) {
// 获取下数组长度
int n = preorder.length;
// 排除一下异常和边界
if (n != inorder.length) {
return null;
}
if (n == 0) {
return null;
}
if (n == 1) {
return new TreeNode(preorder[0]);
}
// 获得根节点
TreeNode node = new TreeNode(preorder[0]);
int pos = 0;
// 找到中序中的位置
for (int i = 0; i < inorder.length; i++) {
if (node.val == inorder[i]) {
pos = i;
break;
}
}
// 划分左右再进行递归,注意下`Arrays.copyOfRange`的用法
node.left = buildTree(Arrays.copyOfRange(preorder, 1, pos + 1), Arrays.copyOfRange(inorder, 0, pos));
node.right = buildTree(Arrays.copyOfRange(preorder, pos + 1, n), Arrays.copyOfRange(inorder, pos + 1, n));
return node;
}
}
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What hurts more, the pain of hard work or the pain of regret?

Leetcode 160 相交链表(intersection-of-two-linked-lists) 题解分析

题目介绍

写一个程序找出两个单向链表的交叉起始点,可能是我英语不好,图里画的其实还有一点是交叉以后所有节点都是相同的
Write a program to find the node at which the intersection of two singly linked lists begins.

For example, the following two linked lists:

begin to intersect at node c1.

Example 1:

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Input: intersectVal = 8, listA = [4,1,8,4,5], listB = [5,6,1,8,4,5], skipA = 2, skipB = 3
Output: Reference of the node with value = 8
Input Explanation: The intersected node's value is 8 (note that this must not be 0 if the two lists intersect). From the head of A, it reads as [4,1,8,4,5]. From the head of B, it reads as [5,6,1,8,4,5]. There are 2 nodes before the intersected node in A; There are 3 nodes before the intersected node in B.

分析题解

一开始没什么头绪,感觉只能最原始的遍历,后来看了一些文章,发现比较简单的方式就是先找两个链表的长度差,因为从相交点开始肯定是长度一致的,这是个很好的解题突破口,找到长度差以后就是先跳过长链表的较长部分,然后开始同步遍历比较 A,B 链表;

代码

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public ListNode getIntersectionNode(ListNode headA, ListNode headB) {
if (headA == null || headB == null) {
return null;
}
// 算 A 的长度
int countA = 0;
ListNode tailA = headA;
while (tailA != null) {
tailA = tailA.next;
countA++;
}
// 算 B 的长度
int countB = 0;
ListNode tailB = headB;
while (tailB != null) {
tailB = tailB.next;
countB++;
}
tailA = headA;
tailB = headB;
// 依据长度差,先让长的链表 tail 指针往后移
if (countA > countB) {
while (countA > countB) {
tailA = tailA.next;
countA--;
}
} else if (countA < countB) {
while (countA < countB) {
tailB = tailB.next;
countB--;
}
}
// 然后以相同速度遍历两个链表比较
while (tailA != null) {
if (tailA == tailB) {
return tailA;
} else {
tailA = tailA.next;
tailB = tailB.next;
}
}
return null;
}

总结

可能缺少这种思维,做的还是比较少,所以没法一下子反应过来,需要锻炼,我的第一反应是两重遍历,不过那样复杂度就高了,这里应该是只有 O(N) 的复杂度。

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 160 相交链表(intersection-of-two-linked-lists) 题解分析

题目介绍

写一个程序找出两个单向链表的交叉起始点,可能是我英语不好,图里画的其实还有一点是交叉以后所有节点都是相同的
Write a program to find the node at which the intersection of two singly linked lists begins.

For example, the following two linked lists:

begin to intersect at node c1.

Example 1:

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Input: intersectVal = 8, listA = [4,1,8,4,5], listB = [5,6,1,8,4,5], skipA = 2, skipB = 3
Output: Reference of the node with value = 8
Input Explanation: The intersected node's value is 8 (note that this must not be 0 if the two lists intersect). From the head of A, it reads as [4,1,8,4,5]. From the head of B, it reads as [5,6,1,8,4,5]. There are 2 nodes before the intersected node in A; There are 3 nodes before the intersected node in B.

分析题解

一开始没什么头绪,感觉只能最原始的遍历,后来看了一些文章,发现比较简单的方式就是先找两个链表的长度差,因为从相交点开始肯定是长度一致的,这是个很好的解题突破口,找到长度差以后就是先跳过长链表的较长部分,然后开始同步遍历比较 A,B 链表;

代码

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public ListNode getIntersectionNode(ListNode headA, ListNode headB) {
if (headA == null || headB == null) {
return null;
}
// 算 A 的长度
int countA = 0;
ListNode tailA = headA;
while (tailA != null) {
tailA = tailA.next;
countA++;
}
// 算 B 的长度
int countB = 0;
ListNode tailB = headB;
while (tailB != null) {
tailB = tailB.next;
countB++;
}
tailA = headA;
tailB = headB;
// 依据长度差,先让长的链表 tail 指针往后移
if (countA > countB) {
while (countA > countB) {
tailA = tailA.next;
countA--;
}
} else if (countA < countB) {
while (countA < countB) {
tailB = tailB.next;
countB--;
}
}
// 然后以相同速度遍历两个链表比较
while (tailA != null) {
if (tailA == tailB) {
return tailA;
} else {
tailA = tailA.next;
tailB = tailB.next;
}
}
return null;
}

总结

可能缺少这种思维,做的还是比较少,所以没法一下子反应过来,需要锻炼,我的第一反应是两重遍历,不过那样复杂度就高了,这里应该是只有 O(N) 的复杂度。

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Leetcode 124 二叉树中的最大路径和(Binary Tree Maximum Path Sum) 题解分析

题目介绍

A path in a binary tree is a sequence of nodes where each pair of adjacent nodes in the sequence has an edge connecting them. A node can only appear in the sequence at most once. Note that the path does not need to pass through the root.

The path sum of a path is the sum of the node’s values in the path.

Given the root of a binary tree, return the maximum path sum of any path.

路径 被定义为一条从树中任意节点出发,沿父节点-子节点连接,达到任意节点的序列。该路径 至少包含一个 节点,且不一定经过根节点。

路径和 是路径中各节点值的总和。

给你一个二叉树的根节点 root ,返回其 最大路径和

简要分析

其实这个题目会被误解成比较简单,左子树最大的,或者右子树最大的,或者两边加一下,仔细想想都不对,其实有可能是产生于左子树中,或者右子树中,这两个都是指跟左子树根还有右子树根没关系的,这么说感觉不太容易理解,画个图

可以看到图里,其实最长路径和是左边这个子树组成的,跟根节点还有右子树完全没关系,然后再想一种情况,如果是整棵树就是图中的左子树,那么这个最长路径和就是左子树加右子树加根节点了,所以不是我一开始想得那么简单,在代码实现中也需要一些技巧

代码

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int ansNew = Integer.MIN_VALUE;
public int maxPathSum(TreeNode root) {
maxSumNew(root);
return ansNew;
}

public int maxSumNew(TreeNode root) {
if (root == null) {
return 0;
}
// 这里是个简单的递归,就是去递归左右子树,但是这里其实有个概念,当这样处理时,其实相当于把子树的内部的最大路径和已经算出来了
int left = maxSumNew(root.left);
int right = maxSumNew(root.right);
// 这里前面我有点没想明白,但是看到 ansNew 的比较,其实相当于,返回的是三种情况里的最大值,一个是左子树+根,一个是右子树+根,一个是单独根节点,
// 这样这个递归的返回才会有意义,不然像原来的方法,它可能是跳着的,但是这种情况其实是借助于 ansNew 这个全局的最大值,因为原来我觉得要比较的是
// left, right, left + root , right + root, root, left + right + root 这些的最大值,这里是分成了两个阶段,left 跟 right 的最大值已经在上面的
// 调用过程中赋值给 ansNew 了
int currentSum = Math.max(Math.max(root.val + left , root.val + right), root.val);
// 这边返回的是 currentSum,然后再用它跟 left + right + root 进行对比,然后再去更新 ans
// PS: 有个小点也是这边的破局点,就是这个 ansNew
int res = Math.max(left + right + root.val, currentSum);
ans = Math.max(res, ans);
return currentSum;
}

这里非常重要的就是 ansNew 是最后的一个结果,而对于 maxSumNew 这个函数的返回值其实是需要包含了一个连续结果,因为要返回继续去算路径和,所以返回的是 currentSum,最终结果是 ansNew

结果图

难得有个 100%,贴个图哈哈

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Leetcode 124 二叉树中的最大路径和(Binary Tree Maximum Path Sum) 题解分析

题目介绍

A path in a binary tree is a sequence of nodes where each pair of adjacent nodes in the sequence has an edge connecting them. A node can only appear in the sequence at most once. Note that the path does not need to pass through the root.

The path sum of a path is the sum of the node’s values in the path.

Given the root of a binary tree, return the maximum path sum of any path.

路径 被定义为一条从树中任意节点出发,沿父节点-子节点连接,达到任意节点的序列。该路径 至少包含一个 节点,且不一定经过根节点。

路径和 是路径中各节点值的总和。

给你一个二叉树的根节点 root ,返回其 最大路径和

简要分析

其实这个题目会被误解成比较简单,左子树最大的,或者右子树最大的,或者两边加一下,仔细想想都不对,其实有可能是产生于左子树中,或者右子树中,这两个都是指跟左子树根还有右子树根没关系的,这么说感觉不太容易理解,画个图

可以看到图里,其实最长路径和是左边这个子树组成的,跟根节点还有右子树完全没关系,然后再想一种情况,如果是整棵树就是图中的左子树,那么这个最长路径和就是左子树加右子树加根节点了,所以不是我一开始想得那么简单,在代码实现中也需要一些技巧

代码

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int ansNew = Integer.MIN_VALUE;
public int maxPathSum(TreeNode root) {
maxSumNew(root);
return ansNew;
}

public int maxSumNew(TreeNode root) {
if (root == null) {
return 0;
}
// 这里是个简单的递归,就是去递归左右子树,但是这里其实有个概念,当这样处理时,其实相当于把子树的内部的最大路径和已经算出来了
int left = maxSumNew(root.left);
int right = maxSumNew(root.right);
// 这里前面我有点没想明白,但是看到 ansNew 的比较,其实相当于,返回的是三种情况里的最大值,一个是左子树+根,一个是右子树+根,一个是单独根节点,
// 这样这个递归的返回才会有意义,不然像原来的方法,它可能是跳着的,但是这种情况其实是借助于 ansNew 这个全局的最大值,因为原来我觉得要比较的是
// left, right, left + root , right + root, root, left + right + root 这些的最大值,这里是分成了两个阶段,left 跟 right 的最大值已经在上面的
// 调用过程中赋值给 ansNew 了
int currentSum = Math.max(Math.max(root.val + left , root.val + right), root.val);
// 这边返回的是 currentSum,然后再用它跟 left + right + root 进行对比,然后再去更新 ans
// PS: 有个小点也是这边的破局点,就是这个 ansNew
int res = Math.max(left + right + root.val, currentSum);
ans = Math.max(res, ans);
return currentSum;
}

这里非常重要的就是 ansNew 是最后的一个结果,而对于 maxSumNew 这个函数的返回值其实是需要包含了一个连续结果,因为要返回继续去算路径和,所以返回的是 currentSum,最终结果是 ansNew

结果图

难得有个 100%,贴个图哈哈

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}关于读书打卡与分享 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

关于读书打卡与分享

最近群里大佬发起了一个读书打卡活动,需要每天读一会书,在群里打卡分享感悟,争取一个月能读完一本书,说实话一天十分钟的读书时间倒是问题不大,不过每天都要打卡,而且一个月要读完一本书,其实难度还是有点大的,不过也想试试看。
之前某某老大给自己立了个 flag,说要读一百本书,这对我来说挺难实现的,一则我也不喜欢书只读一小半,二则感觉对于喜欢看的内容范围还是比较有限制,可能也算是比较矫情,不爱追热门的各类东西,因为往往会有一些跟大众不一致的观点看法,显得格格不入。所以还是这个打卡活动可能会比较适合我,书是人类进步的阶梯。
到现在是打卡了三天了,读的主要是白岩松的《幸福了吗》,对于白岩松,我们这一代人是比较熟悉,并且整体印象比较不错的一个央视主持人,从《焦点访谈》开始,到疫情期间的各类一线节目,可能对我来说是个三观比较正,敢于说一些真话的主持人,这中间其实是有个空档期,没怎么看电视,也不太关注了,只是在疫情期间的节目,还是一如既往地给人一种可靠的感觉,正好有一次偶然微信读书推荐了白岩松的这本书,就看了一部分,正好这次继续往下看,因为相对来讲不会很晦涩,并且从这位知名央视主持人的角度分享他的过往和想法看法,还是比较有意思的。
从对汶川地震,08 年奥运等往事的回忆和一些细节的呈现,也让我了解比较多当时所不知道的,特别是汶川地震,那时的我还在读高中,真的是看着电视,作为“猛男”都忍不住泪目了,共和国之殇,多难兴邦,但是这对于当事人来说,都是一场醒不过来的噩梦。
然后是对于足球的热爱,其实光这个就能掰扯很多,因为我不爱足球,只爱篮球,其中原因有的没的也挺多可以说的,但是看了他的书,才能比较深入的了解一个足球迷,对足球,对中国足球,对世界杯,对阿根廷的感情。
接下去还是想能继续坚持下去,加油!

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}关于读书打卡与分享 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

关于读书打卡与分享

最近群里大佬发起了一个读书打卡活动,需要每天读一会书,在群里打卡分享感悟,争取一个月能读完一本书,说实话一天十分钟的读书时间倒是问题不大,不过每天都要打卡,而且一个月要读完一本书,其实难度还是有点大的,不过也想试试看。
之前某某老大给自己立了个 flag,说要读一百本书,这对我来说挺难实现的,一则我也不喜欢书只读一小半,二则感觉对于喜欢看的内容范围还是比较有限制,可能也算是比较矫情,不爱追热门的各类东西,因为往往会有一些跟大众不一致的观点看法,显得格格不入。所以还是这个打卡活动可能会比较适合我,书是人类进步的阶梯。
到现在是打卡了三天了,读的主要是白岩松的《幸福了吗》,对于白岩松,我们这一代人是比较熟悉,并且整体印象比较不错的一个央视主持人,从《焦点访谈》开始,到疫情期间的各类一线节目,可能对我来说是个三观比较正,敢于说一些真话的主持人,这中间其实是有个空档期,没怎么看电视,也不太关注了,只是在疫情期间的节目,还是一如既往地给人一种可靠的感觉,正好有一次偶然微信读书推荐了白岩松的这本书,就看了一部分,正好这次继续往下看,因为相对来讲不会很晦涩,并且从这位知名央视主持人的角度分享他的过往和想法看法,还是比较有意思的。
从对汶川地震,08 年奥运等往事的回忆和一些细节的呈现,也让我了解比较多当时所不知道的,特别是汶川地震,那时的我还在读高中,真的是看着电视,作为“猛男”都忍不住泪目了,共和国之殇,多难兴邦,但是这对于当事人来说,都是一场醒不过来的噩梦。
然后是对于足球的热爱,其实光这个就能掰扯很多,因为我不爱足球,只爱篮球,其中原因有的没的也挺多可以说的,但是看了他的书,才能比较深入的了解一个足球迷,对足球,对中国足球,对世界杯,对阿根廷的感情。
接下去还是想能继续坚持下去,加油!

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What hurts more, the pain of hard work or the pain of regret?

AQS篇一

很多东西都是时看时新,而且时间长了也会忘,所以再来复习下,也会有一些新的角度看法这次来聊下AQS的内容,主要是这几个点,

第一个线程

第一个线程抢到锁了,此时state跟阻塞队列是怎么样的,其实这里是之前没理解对的地方

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/**
* Fair version of tryAcquire. Don't grant access unless
* recursive call or no waiters or is first.
*/
protected final boolean tryAcquire(int acquires) {
final Thread current = Thread.currentThread();
int c = getState();
// 这里如果state还是0说明锁还空着
if (c == 0) {
// 因为是公平锁版本的,先去看下是否阻塞队列里有排着队的
if (!hasQueuedPredecessors() &&
compareAndSetState(0, acquires)) {
// 没有排队的,并且state使用cas设置成功的就标记当前占有锁的线程是我
setExclusiveOwnerThread(current);
// 然后其实就返回了,包括阻塞队列的head和tail节点和waitStatus都没有设置
return true;
}
}
else if (current == getExclusiveOwnerThread()) {
int nextc = c + acquires;
if (nextc < 0)
throw new Error("Maximum lock count exceeded");
setState(nextc);
return true;
}
// 这里就是第二个线程会返回false
return false;
}
}

第二个线程

当第二个线程进来的时候应该是怎么样,结合代码来看

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/**
* Acquires in exclusive mode, ignoring interrupts. Implemented
* by invoking at least once {@link #tryAcquire},
* returning on success. Otherwise the thread is queued, possibly
* repeatedly blocking and unblocking, invoking {@link
* #tryAcquire} until success. This method can be used
* to implement method {@link Lock#lock}.
*
* @param arg the acquire argument. This value is conveyed to
* {@link #tryAcquire} but is otherwise uninterpreted and
* can represent anything you like.
*/
public final void acquire(int arg) {
// 前面第一种情况是tryAcquire直接成功了,这个if判断第一个条件就是false,就不往下执行了
// 如果是第二个线程,第一个条件获取锁不成功,条件判断!tryAcquire(arg) == true,就会走
// acquireQueued(addWaiter(Node.EXCLUSIVE), arg)
if (!tryAcquire(arg) &&
acquireQueued(addWaiter(Node.EXCLUSIVE), arg))
selfInterrupt();
}

然后来看下addWaiter的逻辑

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/**
* Creates and enqueues node for current thread and given mode.
*
* @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared
* @return the new node
*/
private Node addWaiter(Node mode) {
// 这里是包装成一个node
Node node = new Node(Thread.currentThread(), mode);
// Try the fast path of enq; backup to full enq on failure
// 最快的方式就是把当前线程的节点放在阻塞队列的最后
Node pred = tail;
// 只有当tail,也就是pred不为空的时候可以直接接上
if (pred != null) {
node.prev = pred;
// 如果这里cas成功了,就直接接上返回了
if (compareAndSetTail(pred, node)) {
pred.next = node;
return node;
}
}
// 不然就会继续走到这里
enq(node);
return node;
}

然后就是enq的逻辑了

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/**
* Inserts node into queue, initializing if necessary. See picture above.
* @param node the node to insert
* @return node's predecessor
*/
private Node enq(final Node node) {
for (;;) {
// 如果状态没变化的话,tail这时还是null的
Node t = tail;
if (t == null) { // Must initialize
// 这里就会初始化头结点,就是个空节点
if (compareAndSetHead(new Node()))
// tail也赋值成head
tail = head;
} else {
// 这里就设置tail了
node.prev = t;
if (compareAndSetTail(t, node)) {
t.next = node;
return t;
}
}
}
}

所以从这里可以看出来,其实head头结点不是个真实的带有线程的节点,并且不是在第一个线程进来的时候设置的

解锁

通过代码来看下

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/**
* Attempts to release this lock.
*
* <p>If the current thread is the holder of this lock then the hold
* count is decremented. If the hold count is now zero then the lock
* is released. If the current thread is not the holder of this
* lock then {@link IllegalMonitorStateException} is thrown.
*
* @throws IllegalMonitorStateException if the current thread does not
* hold this lock
*/
public void unlock() {
// 释放锁
sync.release(1);
}
/**
* Releases in exclusive mode. Implemented by unblocking one or
* more threads if {@link #tryRelease} returns true.
* This method can be used to implement method {@link Lock#unlock}.
*
* @param arg the release argument. This value is conveyed to
* {@link #tryRelease} but is otherwise uninterpreted and
* can represent anything you like.
* @return the value returned from {@link #tryRelease}
*/
public final boolean release(int arg) {
// 尝试去释放
if (tryRelease(arg)) {
Node h = head;
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}
protected final boolean tryRelease(int releases) {
int c = getState() - releases;
if (Thread.currentThread() != getExclusiveOwnerThread())
throw new IllegalMonitorStateException();
boolean free = false;
// 判断是否完全释放锁,因为可重入
if (c == 0) {
free = true;
setExclusiveOwnerThread(null);
}
setState(c);
return free;
}
// 这段代码和上面的一致,只是为了顺序性,又拷下来看下

public final boolean release(int arg) {
// 尝试去释放,如果是完全释放,返回的就是true,否则是false
if (tryRelease(arg)) {
Node h = head;
// 这里判断头结点是否为空以及waitStatus的状态,前面说了head节点其实是
// 在第二个线程进来的时候初始化的,如果是空的话说明没后续节点,并且waitStatus
// 也表示了后续的等待状态
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}

/**
* Wakes up node's successor, if one exists.
*
* @param node the node
*/
// 唤醒后继节点
private void unparkSuccessor(Node node) {
/*
* If status is negative (i.e., possibly needing signal) try
* to clear in anticipation of signalling. It is OK if this
* fails or if status is changed by waiting thread.
*/
int ws = node.waitStatus;
if (ws < 0)
compareAndSetWaitStatus(node, ws, 0);

/*
* Thread to unpark is held in successor, which is normally
* just the next node. But if cancelled or apparently null,
* traverse backwards from tail to find the actual
* non-cancelled successor.
*/
Node s = node.next;
// 如果后继节点是空或者当前节点取消等待了
if (s == null || s.waitStatus > 0) {
s = null;
// 从后往前找,找到非取消的节点,注意这里不是找到就退出,而是一直找到头
// 所以不必担心中间有取消的
for (Node t = tail; t != null && t != node; t = t.prev)
if (t.waitStatus <= 0)
s = t;
}
if (s != null)
// 将其唤醒
LockSupport.unpark(s.thread);
}
0%
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}AQS篇一 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

AQS篇一

很多东西都是时看时新,而且时间长了也会忘,所以再来复习下,也会有一些新的角度看法这次来聊下AQS的内容,主要是这几个点,

第一个线程

第一个线程抢到锁了,此时state跟阻塞队列是怎么样的,其实这里是之前没理解对的地方

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/**
* Fair version of tryAcquire. Don't grant access unless
* recursive call or no waiters or is first.
*/
protected final boolean tryAcquire(int acquires) {
final Thread current = Thread.currentThread();
int c = getState();
// 这里如果state还是0说明锁还空着
if (c == 0) {
// 因为是公平锁版本的,先去看下是否阻塞队列里有排着队的
if (!hasQueuedPredecessors() &&
compareAndSetState(0, acquires)) {
// 没有排队的,并且state使用cas设置成功的就标记当前占有锁的线程是我
setExclusiveOwnerThread(current);
// 然后其实就返回了,包括阻塞队列的head和tail节点和waitStatus都没有设置
return true;
}
}
else if (current == getExclusiveOwnerThread()) {
int nextc = c + acquires;
if (nextc < 0)
throw new Error("Maximum lock count exceeded");
setState(nextc);
return true;
}
// 这里就是第二个线程会返回false
return false;
}
}

第二个线程

当第二个线程进来的时候应该是怎么样,结合代码来看

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/**
* Acquires in exclusive mode, ignoring interrupts. Implemented
* by invoking at least once {@link #tryAcquire},
* returning on success. Otherwise the thread is queued, possibly
* repeatedly blocking and unblocking, invoking {@link
* #tryAcquire} until success. This method can be used
* to implement method {@link Lock#lock}.
*
* @param arg the acquire argument. This value is conveyed to
* {@link #tryAcquire} but is otherwise uninterpreted and
* can represent anything you like.
*/
public final void acquire(int arg) {
// 前面第一种情况是tryAcquire直接成功了,这个if判断第一个条件就是false,就不往下执行了
// 如果是第二个线程,第一个条件获取锁不成功,条件判断!tryAcquire(arg) == true,就会走
// acquireQueued(addWaiter(Node.EXCLUSIVE), arg)
if (!tryAcquire(arg) &&
acquireQueued(addWaiter(Node.EXCLUSIVE), arg))
selfInterrupt();
}

然后来看下addWaiter的逻辑

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/**
* Creates and enqueues node for current thread and given mode.
*
* @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared
* @return the new node
*/
private Node addWaiter(Node mode) {
// 这里是包装成一个node
Node node = new Node(Thread.currentThread(), mode);
// Try the fast path of enq; backup to full enq on failure
// 最快的方式就是把当前线程的节点放在阻塞队列的最后
Node pred = tail;
// 只有当tail,也就是pred不为空的时候可以直接接上
if (pred != null) {
node.prev = pred;
// 如果这里cas成功了,就直接接上返回了
if (compareAndSetTail(pred, node)) {
pred.next = node;
return node;
}
}
// 不然就会继续走到这里
enq(node);
return node;
}

然后就是enq的逻辑了

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/**
* Inserts node into queue, initializing if necessary. See picture above.
* @param node the node to insert
* @return node's predecessor
*/
private Node enq(final Node node) {
for (;;) {
// 如果状态没变化的话,tail这时还是null的
Node t = tail;
if (t == null) { // Must initialize
// 这里就会初始化头结点,就是个空节点
if (compareAndSetHead(new Node()))
// tail也赋值成head
tail = head;
} else {
// 这里就设置tail了
node.prev = t;
if (compareAndSetTail(t, node)) {
t.next = node;
return t;
}
}
}
}

所以从这里可以看出来,其实head头结点不是个真实的带有线程的节点,并且不是在第一个线程进来的时候设置的

解锁

通过代码来看下

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/**
* Attempts to release this lock.
*
* <p>If the current thread is the holder of this lock then the hold
* count is decremented. If the hold count is now zero then the lock
* is released. If the current thread is not the holder of this
* lock then {@link IllegalMonitorStateException} is thrown.
*
* @throws IllegalMonitorStateException if the current thread does not
* hold this lock
*/
public void unlock() {
// 释放锁
sync.release(1);
}
/**
* Releases in exclusive mode. Implemented by unblocking one or
* more threads if {@link #tryRelease} returns true.
* This method can be used to implement method {@link Lock#unlock}.
*
* @param arg the release argument. This value is conveyed to
* {@link #tryRelease} but is otherwise uninterpreted and
* can represent anything you like.
* @return the value returned from {@link #tryRelease}
*/
public final boolean release(int arg) {
// 尝试去释放
if (tryRelease(arg)) {
Node h = head;
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}
protected final boolean tryRelease(int releases) {
int c = getState() - releases;
if (Thread.currentThread() != getExclusiveOwnerThread())
throw new IllegalMonitorStateException();
boolean free = false;
// 判断是否完全释放锁,因为可重入
if (c == 0) {
free = true;
setExclusiveOwnerThread(null);
}
setState(c);
return free;
}
// 这段代码和上面的一致,只是为了顺序性,又拷下来看下

public final boolean release(int arg) {
// 尝试去释放,如果是完全释放,返回的就是true,否则是false
if (tryRelease(arg)) {
Node h = head;
// 这里判断头结点是否为空以及waitStatus的状态,前面说了head节点其实是
// 在第二个线程进来的时候初始化的,如果是空的话说明没后续节点,并且waitStatus
// 也表示了后续的等待状态
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}

/**
* Wakes up node's successor, if one exists.
*
* @param node the node
*/
// 唤醒后继节点
private void unparkSuccessor(Node node) {
/*
* If status is negative (i.e., possibly needing signal) try
* to clear in anticipation of signalling. It is OK if this
* fails or if status is changed by waiting thread.
*/
int ws = node.waitStatus;
if (ws < 0)
compareAndSetWaitStatus(node, ws, 0);

/*
* Thread to unpark is held in successor, which is normally
* just the next node. But if cancelled or apparently null,
* traverse backwards from tail to find the actual
* non-cancelled successor.
*/
Node s = node.next;
// 如果后继节点是空或者当前节点取消等待了
if (s == null || s.waitStatus > 0) {
s = null;
// 从后往前找,找到非取消的节点,注意这里不是找到就退出,而是一直找到头
// 所以不必担心中间有取消的
for (Node t = tail; t != null && t != node; t = t.prev)
if (t.waitStatus <= 0)
s = t;
}
if (s != null)
// 将其唤醒
LockSupport.unpark(s.thread);
}
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AQS篇二 之 Condition 浅析笔记

Condition也是 AQS 中很重要的一块内容,可以先看段示例代码,这段代码应该来自于Doug Lea大大,可以在 javadoc 中的 condition 部分找到,其实大大原来写过基于 synchronized 实现的,后面我也贴下代码

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import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

class BoundedBuffer {
final Lock lock = new ReentrantLock();
// condition 依赖于 lock 来产生
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();

// 对象池子,put 跟 take 的就是这里的
final Object[] items = new Object[100];
int putptr, takeptr, count;

// 生产
public void put(Object x) throws InterruptedException {
// 这里也说明了,需要先拥有锁
lock.lock();
try {
while (count == items.length)
notFull.await(); // 队列已满,等待,直到 not full 才能继续生产
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal(); // 生产成功,队列已经 not empty 了,发个通知出去
} finally {
lock.unlock();
}
}

// 消费
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await(); // 队列为空,等待,直到队列 not empty,才能继续消费
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal(); // 被我消费掉一个,队列 not full 了,发个通知出去
return x;
} finally {
lock.unlock();
}
}
}

介绍下 Condition 的结构

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public class ConditionObject implements Condition, java.io.Serializable {
private static final long serialVersionUID = 1173984872572414699L;
/** First node of condition queue. */
private transient Node firstWaiter;
/** Last node of condition queue. */
private transient Node lastWaiter;

主要的就这么点,而且也复用了 AQS 阻塞队列或者大大叫 lock queue中同样的 Node 节点,只不过它没有使用其中的双向队列,也就是prev 和 next,而是在 Node 中的 nextWaiter,所以只是个单向的队列,没使用 next 其实还有个用处,后面会提到,看下结构的示意图

然后主要是看两个方法,awaitsignal,
先来看下 await

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/**
* Implements interruptible condition wait.
* <ol>
* <li> If current thread is interrupted, throw InterruptedException.
* <li> Save lock state returned by {@link #getState}.
* <li> Invoke {@link #release} with saved state as argument,
* throwing IllegalMonitorStateException if it fails.
* <li> Block until signalled or interrupted.
* <li> Reacquire by invoking specialized version of
* {@link #acquire} with saved state as argument.
* <li> If interrupted while blocked in step 4, throw InterruptedException.
* </ol>
*/
public final void await() throws InterruptedException {
if (Thread.interrupted())
throw new InterruptedException();

// 将当前节点包装成一个 condition waiter node 节点
Node node = addConditionWaiter();

// 完全释放占有的锁,这里需要是占有锁的线程
int savedState = fullyRelease(node);
int interruptMode = 0;

// 判断下是否在阻塞队列中,因为有可能被其他节点从等待队列移动到阻塞队列
while (!isOnSyncQueue(node)) {
// park等待,等待被唤醒
LockSupport.park(this);
if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
break;
}

// 被唤醒后进入阻塞队列,等待获取锁,这里继续用了fullyRelease返回的 state
if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
interruptMode = REINTERRUPT;
if (node.nextWaiter != null) // clean up if cancelled
unlinkCancelledWaiters();
if (interruptMode != 0)
reportInterruptAfterWait(interruptMode);
}

添加条件队列节点

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/**
* Adds a new waiter to wait queue.
* @return its new wait node
*/
private Node addConditionWaiter() {
Node t = lastWaiter;
// If lastWaiter is cancelled, clean out.
// 如果节点已经不是 CONDITION 状态了,表示已经取消了
if (t != null && t.waitStatus != Node.CONDITION) {
// 把等待队列中取消的节点清理出去
unlinkCancelledWaiters();
t = lastWaiter;
}
// 把当前线程包装成waitStatus=CONDITION 的节点
Node node = new Node(Thread.currentThread(), Node.CONDITION);
// 没有 lastWaiter 节点,直接是 firstWaiter
if (t == null)
firstWaiter = node;
else
// 不然就接在 lastWaiter 后面
t.nextWaiter = node;
// 当前节点就会变成新的 lastWaiter
lastWaiter = node;
return node;
}

清理取消的节点

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/**
* Unlinks cancelled waiter nodes from condition queue.
* Called only while holding lock. This is called when
* cancellation occurred during condition wait, and upon
* insertion of a new waiter when lastWaiter is seen to have
* been cancelled. This method is needed to avoid garbage
* retention in the absence of signals. So even though it may
* require a full traversal, it comes into play only when
* timeouts or cancellations occur in the absence of
* signals. It traverses all nodes rather than stopping at a
* particular target to unlink all pointers to garbage nodes
* without requiring many re-traversals during cancellation
* storms.
*/
private void unlinkCancelledWaiters() {
Node t = firstWaiter;
Node trail = null;
// 循环遍历单向链表的节点,如果状态不是 CONDITION 就清出去
while (t != null) {
Node next = t.nextWaiter;
// 循环链表操作,清掉取消的节点
if (t.waitStatus != Node.CONDITION) {
t.nextWaiter = null;
if (trail == null)
firstWaiter = next;
else
trail.nextWaiter = next;
if (next == null)
lastWaiter = trail;
}
else
trail = t;
t = next;
}
}

完全释放锁

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/**
* Invokes release with current state value; returns saved state.
* Cancels node and throws exception on failure.
* @param node the condition node for this wait
* @return previous sync state
*/
final int fullyRelease(Node node) {
boolean failed = true;
try {
// 获取下当前的 state 值,因为是可重入的,所以这个值要保存下来
int savedState = getState();
// 这里还包含比较多操作,不过跟前面分析 AQS 的释放比较类似,不深入了
if (release(savedState)) {
failed = false;
// 返回这个值
return savedState;
} else {
throw new IllegalMonitorStateException();
}
} finally {
if (failed)
node.waitStatus = Node.CANCELLED;
}
}

判断是否在阻塞队列中

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/**
* Returns true if a node, always one that was initially placed on
* a condition queue, is now waiting to reacquire on sync queue.
* @param node the node
* @return true if is reacquiring
*/
final boolean isOnSyncQueue(Node node) {
// 如果waitStatus 是 CONDITION 或者没有 prev 前置节点肯定就不在
if (node.waitStatus == Node.CONDITION || node.prev == null)
return false;
// 这里就是我前面提到的 next 的作用
if (node.next != null) // If has successor, it must be on queue
return true;
// 从 tail 开始找,是否在阻塞队列中
/*
* node.prev can be non-null, but not yet on queue because
* the CAS to place it on queue can fail. So we have to
* traverse from tail to make sure it actually made it. It
* will always be near the tail in calls to this method, and
* unless the CAS failed (which is unlikely), it will be
* there, so we hardly ever traverse much.
*/
return findNodeFromTail(node);
}
/**
* Returns true if node is on sync queue by searching backwards from tail.
* Called only when needed by isOnSyncQueue.
* @return true if present
*/
private boolean findNodeFromTail(Node node) {
Node t = tail;
// 从 tail 开始,从后往前找
for (;;) {
if (t == node)
return true;
if (t == null)
return false;
t = t.prev;
}
}

await 的逻辑差不多就是这样子,主要的就是把自己包成一个 Node 节点,waitStatus 的状态是 CONDITION,挂在等待队列的最后,然后完全释放锁,park 等待

signal

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/**
* Moves the longest-waiting thread, if one exists, from the
* wait queue for this condition to the wait queue for the
* owning lock.
*
* @throws IllegalMonitorStateException if {@link #isHeldExclusively}
* returns {@code false}
*/
public final void signal() {
if (!isHeldExclusively())
throw new IllegalMonitorStateException();
// firstWaiter 肯定是最早开始等待的
Node first = firstWaiter;
// 如果不为空就唤醒
if (first != null)
doSignal(first);
}
/**
* Removes and transfers nodes until hit non-cancelled one or
* null. Split out from signal in part to encourage compilers
* to inline the case of no waiters.
* @param first (non-null) the first node on condition queue
*/
private void doSignal(Node first) {
do {
// 因为要去唤醒 first 节点了,firstWaiter 需要再从后面找一个
// 并且判断是否为空,如果是空的话就直接可以把 lastWaiter 设置成空了
if ( (firstWaiter = first.nextWaiter) == null)
lastWaiter = null;
// first 不需要继续保存后面的 waiter 了,因为 firstWaiter 已经是 first 的后置节点了
first.nextWaiter = null;
// 如果 first 节点转移不成功,并且 firstWaiter 节点不为空,则继续进入循环
} while (!transferForSignal(first) &&
(first = firstWaiter) != null);
}
/**
* Transfers a node from a condition queue onto sync queue.
* Returns true if successful.
* @param node the node
* @return true if successfully transferred (else the node was
* cancelled before signal)
*/
final boolean transferForSignal(Node node) {
/*
* If cannot change waitStatus, the node has been cancelled.
*/
// 如果状态已经不是 CONDITION 就不会设置成功,返回 false
if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
return false;
/*
* Splice onto queue and try to set waitStatus of predecessor to
* indicate that thread is (probably) waiting. If cancelled or
* attempt to set waitStatus fails, wake up to resync (in which
* case the waitStatus can be transiently and harmlessly wrong).
*/
// 调用跟aqs 第一篇中一样的 enq 方法进入阻塞队列,返回入队后的前一节点
Node p = enq(node);
int ws = p.waitStatus;
// 将前置节点状态设置成SIGNAL,表示后面有节点在等了
if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
LockSupport.unpark(node.thread);
// 返回 true,上一个方法的循环就退出了
return true;
}

这里其实就是把 condition 等待队列的第一个未取消的节点入队到阻塞队列去争锁

附录

synchronized 版的 BoundedBuffer

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/*
File: BoundedBuffer.java

Originally written by Doug Lea and released into the public domain.
This may be used for any purposes whatsoever without acknowledgment.
Thanks for the assistance and support of Sun Microsystems Labs,
and everyone contributing, testing, and using this code.

History:
Date Who What
11Jun1998 dl Create public version
17Jul1998 dl Simplified by eliminating wait counts
25aug1998 dl added peek
5May1999 dl replace % with conditional (slightly faster)
*/

package EDU.oswego.cs.dl.util.concurrent;

/**
* Efficient array-based bounded buffer class.
* Adapted from CPJ, chapter 8, which describes design.
* <p>[<a href="http://gee.cs.oswego.edu/dl/classes/EDU/oswego/cs/dl/util/concurrent/intro.html"> Introduction to this package. </a>] <p>
**/

public class BoundedBuffer implements BoundedChannel {

protected final Object[] array_; // the elements

protected int takePtr_ = 0; // circular indices
protected int putPtr_ = 0;

protected int usedSlots_ = 0; // length
protected int emptySlots_; // capacity - length

/**
* Helper monitor to handle puts.
**/
protected final Object putMonitor_ = new Object();

/**
* Create a BoundedBuffer with the given capacity.
* @exception IllegalArgumentException if capacity less or equal to zero
**/
public BoundedBuffer(int capacity) throws IllegalArgumentException {
if (capacity <= 0) throw new IllegalArgumentException();
array_ = new Object[capacity];
emptySlots_ = capacity;
}

/**
* Create a buffer with the current default capacity
**/

public BoundedBuffer() {
this(DefaultChannelCapacity.get());
}

/**
* Return the number of elements in the buffer.
* This is only a snapshot value, that may change
* immediately after returning.
**/
public synchronized int size() { return usedSlots_; }

public int capacity() { return array_.length; }

protected void incEmptySlots() {
synchronized(putMonitor_) {
++emptySlots_;
putMonitor_.notify();
}
}

protected synchronized void incUsedSlots() {
++usedSlots_;
notify();
}

protected final void insert(Object x) { // mechanics of put
--emptySlots_;
array_[putPtr_] = x;
if (++putPtr_ >= array_.length) putPtr_ = 0;
}

protected final Object extract() { // mechanics of take
--usedSlots_;
Object old = array_[takePtr_];
array_[takePtr_] = null;
if (++takePtr_ >= array_.length) takePtr_ = 0;
return old;
}

public Object peek() {
synchronized(this) {
if (usedSlots_ > 0)
return array_[takePtr_];
else
return null;
}
}


public void put(Object x) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
while (emptySlots_ <= 0) {
try { putMonitor_.wait(); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
}
insert(x);
}
incUsedSlots();
}

public boolean offer(Object x, long msecs) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;
while (emptySlots_ <= 0) {
if (waitTime <= 0) return false;
try { putMonitor_.wait(waitTime); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);
}
insert(x);
}
incUsedSlots();
return true;
}



public Object take() throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
while (usedSlots_ <= 0) {
try { wait(); }
catch (InterruptedException ex) {
notify();
throw ex;
}
}
old = extract();
}
incEmptySlots();
return old;
}

public Object poll(long msecs) throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;

while (usedSlots_ <= 0) {
if (waitTime <= 0) return null;
try { wait(waitTime); }
catch (InterruptedException ex) {
notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);

}
old = extract();
}
incEmptySlots();
return old;
}

}

0%
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What hurts more, the pain of hard work or the pain of regret?

AQS篇二 之 Condition 浅析笔记

Condition也是 AQS 中很重要的一块内容,可以先看段示例代码,这段代码应该来自于Doug Lea大大,可以在 javadoc 中的 condition 部分找到,其实大大原来写过基于 synchronized 实现的,后面我也贴下代码

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import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

class BoundedBuffer {
final Lock lock = new ReentrantLock();
// condition 依赖于 lock 来产生
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();

// 对象池子,put 跟 take 的就是这里的
final Object[] items = new Object[100];
int putptr, takeptr, count;

// 生产
public void put(Object x) throws InterruptedException {
// 这里也说明了,需要先拥有锁
lock.lock();
try {
while (count == items.length)
notFull.await(); // 队列已满,等待,直到 not full 才能继续生产
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal(); // 生产成功,队列已经 not empty 了,发个通知出去
} finally {
lock.unlock();
}
}

// 消费
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await(); // 队列为空,等待,直到队列 not empty,才能继续消费
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal(); // 被我消费掉一个,队列 not full 了,发个通知出去
return x;
} finally {
lock.unlock();
}
}
}

介绍下 Condition 的结构

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public class ConditionObject implements Condition, java.io.Serializable {
private static final long serialVersionUID = 1173984872572414699L;
/** First node of condition queue. */
private transient Node firstWaiter;
/** Last node of condition queue. */
private transient Node lastWaiter;

主要的就这么点,而且也复用了 AQS 阻塞队列或者大大叫 lock queue中同样的 Node 节点,只不过它没有使用其中的双向队列,也就是prev 和 next,而是在 Node 中的 nextWaiter,所以只是个单向的队列,没使用 next 其实还有个用处,后面会提到,看下结构的示意图

然后主要是看两个方法,awaitsignal,
先来看下 await

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/**
* Implements interruptible condition wait.
* <ol>
* <li> If current thread is interrupted, throw InterruptedException.
* <li> Save lock state returned by {@link #getState}.
* <li> Invoke {@link #release} with saved state as argument,
* throwing IllegalMonitorStateException if it fails.
* <li> Block until signalled or interrupted.
* <li> Reacquire by invoking specialized version of
* {@link #acquire} with saved state as argument.
* <li> If interrupted while blocked in step 4, throw InterruptedException.
* </ol>
*/
public final void await() throws InterruptedException {
if (Thread.interrupted())
throw new InterruptedException();

// 将当前节点包装成一个 condition waiter node 节点
Node node = addConditionWaiter();

// 完全释放占有的锁,这里需要是占有锁的线程
int savedState = fullyRelease(node);
int interruptMode = 0;

// 判断下是否在阻塞队列中,因为有可能被其他节点从等待队列移动到阻塞队列
while (!isOnSyncQueue(node)) {
// park等待,等待被唤醒
LockSupport.park(this);
if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
break;
}

// 被唤醒后进入阻塞队列,等待获取锁,这里继续用了fullyRelease返回的 state
if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
interruptMode = REINTERRUPT;
if (node.nextWaiter != null) // clean up if cancelled
unlinkCancelledWaiters();
if (interruptMode != 0)
reportInterruptAfterWait(interruptMode);
}

添加条件队列节点

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/**
* Adds a new waiter to wait queue.
* @return its new wait node
*/
private Node addConditionWaiter() {
Node t = lastWaiter;
// If lastWaiter is cancelled, clean out.
// 如果节点已经不是 CONDITION 状态了,表示已经取消了
if (t != null && t.waitStatus != Node.CONDITION) {
// 把等待队列中取消的节点清理出去
unlinkCancelledWaiters();
t = lastWaiter;
}
// 把当前线程包装成waitStatus=CONDITION 的节点
Node node = new Node(Thread.currentThread(), Node.CONDITION);
// 没有 lastWaiter 节点,直接是 firstWaiter
if (t == null)
firstWaiter = node;
else
// 不然就接在 lastWaiter 后面
t.nextWaiter = node;
// 当前节点就会变成新的 lastWaiter
lastWaiter = node;
return node;
}

清理取消的节点

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/**
* Unlinks cancelled waiter nodes from condition queue.
* Called only while holding lock. This is called when
* cancellation occurred during condition wait, and upon
* insertion of a new waiter when lastWaiter is seen to have
* been cancelled. This method is needed to avoid garbage
* retention in the absence of signals. So even though it may
* require a full traversal, it comes into play only when
* timeouts or cancellations occur in the absence of
* signals. It traverses all nodes rather than stopping at a
* particular target to unlink all pointers to garbage nodes
* without requiring many re-traversals during cancellation
* storms.
*/
private void unlinkCancelledWaiters() {
Node t = firstWaiter;
Node trail = null;
// 循环遍历单向链表的节点,如果状态不是 CONDITION 就清出去
while (t != null) {
Node next = t.nextWaiter;
// 循环链表操作,清掉取消的节点
if (t.waitStatus != Node.CONDITION) {
t.nextWaiter = null;
if (trail == null)
firstWaiter = next;
else
trail.nextWaiter = next;
if (next == null)
lastWaiter = trail;
}
else
trail = t;
t = next;
}
}

完全释放锁

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/**
* Invokes release with current state value; returns saved state.
* Cancels node and throws exception on failure.
* @param node the condition node for this wait
* @return previous sync state
*/
final int fullyRelease(Node node) {
boolean failed = true;
try {
// 获取下当前的 state 值,因为是可重入的,所以这个值要保存下来
int savedState = getState();
// 这里还包含比较多操作,不过跟前面分析 AQS 的释放比较类似,不深入了
if (release(savedState)) {
failed = false;
// 返回这个值
return savedState;
} else {
throw new IllegalMonitorStateException();
}
} finally {
if (failed)
node.waitStatus = Node.CANCELLED;
}
}

判断是否在阻塞队列中

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/**
* Returns true if a node, always one that was initially placed on
* a condition queue, is now waiting to reacquire on sync queue.
* @param node the node
* @return true if is reacquiring
*/
final boolean isOnSyncQueue(Node node) {
// 如果waitStatus 是 CONDITION 或者没有 prev 前置节点肯定就不在
if (node.waitStatus == Node.CONDITION || node.prev == null)
return false;
// 这里就是我前面提到的 next 的作用
if (node.next != null) // If has successor, it must be on queue
return true;
// 从 tail 开始找,是否在阻塞队列中
/*
* node.prev can be non-null, but not yet on queue because
* the CAS to place it on queue can fail. So we have to
* traverse from tail to make sure it actually made it. It
* will always be near the tail in calls to this method, and
* unless the CAS failed (which is unlikely), it will be
* there, so we hardly ever traverse much.
*/
return findNodeFromTail(node);
}
/**
* Returns true if node is on sync queue by searching backwards from tail.
* Called only when needed by isOnSyncQueue.
* @return true if present
*/
private boolean findNodeFromTail(Node node) {
Node t = tail;
// 从 tail 开始,从后往前找
for (;;) {
if (t == node)
return true;
if (t == null)
return false;
t = t.prev;
}
}

await 的逻辑差不多就是这样子,主要的就是把自己包成一个 Node 节点,waitStatus 的状态是 CONDITION,挂在等待队列的最后,然后完全释放锁,park 等待

signal

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/**
* Moves the longest-waiting thread, if one exists, from the
* wait queue for this condition to the wait queue for the
* owning lock.
*
* @throws IllegalMonitorStateException if {@link #isHeldExclusively}
* returns {@code false}
*/
public final void signal() {
if (!isHeldExclusively())
throw new IllegalMonitorStateException();
// firstWaiter 肯定是最早开始等待的
Node first = firstWaiter;
// 如果不为空就唤醒
if (first != null)
doSignal(first);
}
/**
* Removes and transfers nodes until hit non-cancelled one or
* null. Split out from signal in part to encourage compilers
* to inline the case of no waiters.
* @param first (non-null) the first node on condition queue
*/
private void doSignal(Node first) {
do {
// 因为要去唤醒 first 节点了,firstWaiter 需要再从后面找一个
// 并且判断是否为空,如果是空的话就直接可以把 lastWaiter 设置成空了
if ( (firstWaiter = first.nextWaiter) == null)
lastWaiter = null;
// first 不需要继续保存后面的 waiter 了,因为 firstWaiter 已经是 first 的后置节点了
first.nextWaiter = null;
// 如果 first 节点转移不成功,并且 firstWaiter 节点不为空,则继续进入循环
} while (!transferForSignal(first) &&
(first = firstWaiter) != null);
}
/**
* Transfers a node from a condition queue onto sync queue.
* Returns true if successful.
* @param node the node
* @return true if successfully transferred (else the node was
* cancelled before signal)
*/
final boolean transferForSignal(Node node) {
/*
* If cannot change waitStatus, the node has been cancelled.
*/
// 如果状态已经不是 CONDITION 就不会设置成功,返回 false
if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
return false;
/*
* Splice onto queue and try to set waitStatus of predecessor to
* indicate that thread is (probably) waiting. If cancelled or
* attempt to set waitStatus fails, wake up to resync (in which
* case the waitStatus can be transiently and harmlessly wrong).
*/
// 调用跟aqs 第一篇中一样的 enq 方法进入阻塞队列,返回入队后的前一节点
Node p = enq(node);
int ws = p.waitStatus;
// 将前置节点状态设置成SIGNAL,表示后面有节点在等了
if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
LockSupport.unpark(node.thread);
// 返回 true,上一个方法的循环就退出了
return true;
}

这里其实就是把 condition 等待队列的第一个未取消的节点入队到阻塞队列去争锁

附录

synchronized 版的 BoundedBuffer

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/*
File: BoundedBuffer.java

Originally written by Doug Lea and released into the public domain.
This may be used for any purposes whatsoever without acknowledgment.
Thanks for the assistance and support of Sun Microsystems Labs,
and everyone contributing, testing, and using this code.

History:
Date Who What
11Jun1998 dl Create public version
17Jul1998 dl Simplified by eliminating wait counts
25aug1998 dl added peek
5May1999 dl replace % with conditional (slightly faster)
*/

package EDU.oswego.cs.dl.util.concurrent;

/**
* Efficient array-based bounded buffer class.
* Adapted from CPJ, chapter 8, which describes design.
* <p>[<a href="http://gee.cs.oswego.edu/dl/classes/EDU/oswego/cs/dl/util/concurrent/intro.html"> Introduction to this package. </a>] <p>
**/

public class BoundedBuffer implements BoundedChannel {

protected final Object[] array_; // the elements

protected int takePtr_ = 0; // circular indices
protected int putPtr_ = 0;

protected int usedSlots_ = 0; // length
protected int emptySlots_; // capacity - length

/**
* Helper monitor to handle puts.
**/
protected final Object putMonitor_ = new Object();

/**
* Create a BoundedBuffer with the given capacity.
* @exception IllegalArgumentException if capacity less or equal to zero
**/
public BoundedBuffer(int capacity) throws IllegalArgumentException {
if (capacity <= 0) throw new IllegalArgumentException();
array_ = new Object[capacity];
emptySlots_ = capacity;
}

/**
* Create a buffer with the current default capacity
**/

public BoundedBuffer() {
this(DefaultChannelCapacity.get());
}

/**
* Return the number of elements in the buffer.
* This is only a snapshot value, that may change
* immediately after returning.
**/
public synchronized int size() { return usedSlots_; }

public int capacity() { return array_.length; }

protected void incEmptySlots() {
synchronized(putMonitor_) {
++emptySlots_;
putMonitor_.notify();
}
}

protected synchronized void incUsedSlots() {
++usedSlots_;
notify();
}

protected final void insert(Object x) { // mechanics of put
--emptySlots_;
array_[putPtr_] = x;
if (++putPtr_ >= array_.length) putPtr_ = 0;
}

protected final Object extract() { // mechanics of take
--usedSlots_;
Object old = array_[takePtr_];
array_[takePtr_] = null;
if (++takePtr_ >= array_.length) takePtr_ = 0;
return old;
}

public Object peek() {
synchronized(this) {
if (usedSlots_ > 0)
return array_[takePtr_];
else
return null;
}
}


public void put(Object x) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
while (emptySlots_ <= 0) {
try { putMonitor_.wait(); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
}
insert(x);
}
incUsedSlots();
}

public boolean offer(Object x, long msecs) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;
while (emptySlots_ <= 0) {
if (waitTime <= 0) return false;
try { putMonitor_.wait(waitTime); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);
}
insert(x);
}
incUsedSlots();
return true;
}



public Object take() throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
while (usedSlots_ <= 0) {
try { wait(); }
catch (InterruptedException ex) {
notify();
throw ex;
}
}
old = extract();
}
incEmptySlots();
return old;
}

public Object poll(long msecs) throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;

while (usedSlots_ <= 0) {
if (waitTime <= 0) return null;
try { wait(waitTime); }
catch (InterruptedException ex) {
notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);

}
old = extract();
}
incEmptySlots();
return old;
}

}

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 121 买卖股票的最佳时机(Best Time to Buy and Sell Stock) 题解分析

题目介绍

You are given an array prices where prices[i] is the price of a given stock on the ith day.

You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock.

Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return 0.

给定一个数组 prices ,它的第 i 个元素 prices[i] 表示一支给定股票第 i 天的价格。

你只能选择 某一天 买入这只股票,并选择在 未来的某一个不同的日子 卖出该股票。设计一个算法来计算你所能获取的最大利润。

返回你可以从这笔交易中获取的最大利润。如果你不能获取任何利润,返回 0

简单分析

其实这个跟二叉树的最长路径和有点类似,需要找到整体的最大收益,但是在迭代过程中需要一个当前的值

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int maxSofar = 0;
public int maxProfit(int[] prices) {
if (prices.length <= 1) {
return 0;
}
int maxIn = prices[0];
int maxOut = prices[0];
for (int i = 1; i < prices.length; i++) {
if (maxIn > prices[i]) {
// 当循环当前值小于之前的买入值时就当成买入值,同时卖出也要更新
maxIn = prices[i];
maxOut = prices[i];
}
if (prices[i] > maxOut) {
// 表示一个可卖出点,即比买入值高时
maxOut = prices[i];
// 需要设置一个历史值
maxSofar = Math.max(maxSofar, maxOut - maxIn);
}
}
return maxSofar;
}

总结下

一开始看到 easy 就觉得是很简单,就没有 maxSofar ,但是一提交就出现问题了
对于[2, 4, 1]这种就会变成 0,所以还是需要一个历史值来存放历史最大值,这题有点动态规划的意思

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 121 买卖股票的最佳时机(Best Time to Buy and Sell Stock) 题解分析

题目介绍

You are given an array prices where prices[i] is the price of a given stock on the ith day.

You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock.

Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return 0.

给定一个数组 prices ,它的第 i 个元素 prices[i] 表示一支给定股票第 i 天的价格。

你只能选择 某一天 买入这只股票,并选择在 未来的某一个不同的日子 卖出该股票。设计一个算法来计算你所能获取的最大利润。

返回你可以从这笔交易中获取的最大利润。如果你不能获取任何利润,返回 0

简单分析

其实这个跟二叉树的最长路径和有点类似,需要找到整体的最大收益,但是在迭代过程中需要一个当前的值

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int maxSofar = 0;
public int maxProfit(int[] prices) {
if (prices.length <= 1) {
return 0;
}
int maxIn = prices[0];
int maxOut = prices[0];
for (int i = 1; i < prices.length; i++) {
if (maxIn > prices[i]) {
// 当循环当前值小于之前的买入值时就当成买入值,同时卖出也要更新
maxIn = prices[i];
maxOut = prices[i];
}
if (prices[i] > maxOut) {
// 表示一个可卖出点,即比买入值高时
maxOut = prices[i];
// 需要设置一个历史值
maxSofar = Math.max(maxSofar, maxOut - maxIn);
}
}
return maxSofar;
}

总结下

一开始看到 easy 就觉得是很简单,就没有 maxSofar ,但是一提交就出现问题了
对于[2, 4, 1]这种就会变成 0,所以还是需要一个历史值来存放历史最大值,这题有点动态规划的意思

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}聊聊 Linux 下的 top 命令 | Nicksxs's Blog

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What hurts more, the pain of hard work or the pain of regret?

聊聊 Linux 下的 top 命令

top 命令在日常的 Linux 使用中,特别是做一些服务器的简单状态查看,排查故障都起了比较大的作用,但是由于这个命令看到的东西比较多,一般只会看部分,或者说像我这样就会比较片面地看一些信息,比如默认是进程维度的,可以在启动命令的时候加-H进入线程模式

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-H  :Threads-mode operation
Instructs top to display individual threads. Without this command-line option a summation of all threads in each process is shown. Later
this can be changed with the `H' interactive command.

这样就能用在 Java 中去 jstack 中找到对应的线程
其实还有比较重要的两个操作,
一个是在 top 启动状态下,按c键,这样能把比如说是一个 Java 进程,具体的进程命令显示出来
像这样
执行前是这样

执行后是这样

第二个就是排序了

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SORTING of task window

For compatibility, this top supports most of the former top sort keys. Since this is primarily a service to former top users, these commands
do not appear on any help screen.
command sorted-field supported
A start time (non-display) No
M %MEM Yes
N PID Yes
P %CPU Yes
T TIME+ Yes

Before using any of the following sort provisions, top suggests that you temporarily turn on column highlighting using the `x' interactive com‐
mand. That will help ensure that the actual sort environment matches your intent.

The following interactive commands will only be honored when the current sort field is visible. The sort field might not be visible because:
1) there is insufficient Screen Width
2) the `f' interactive command turned it Off

< :Move-Sort-Field-Left
Moves the sort column to the left unless the current sort field is the first field being displayed.

> :Move-Sort-Field-Right
Moves the sort column to the right unless the current sort field is the last field being displayed.

查看 man page 可以找到这一段,其实一般 man page 都是最细致的,只不过因为太多了,有时候懒得看,这里可以通过大写 M 和大写 P 分别按内存和 CPU 排序,下面还有两个小技巧,通过按 x 可以将当前活跃的排序列用不同颜色标出来,然后可以通过<>直接左右移动排序列

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}聊聊 Linux 下的 top 命令 | Nicksxs's Blog

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What hurts more, the pain of hard work or the pain of regret?

聊聊 Linux 下的 top 命令

top 命令在日常的 Linux 使用中,特别是做一些服务器的简单状态查看,排查故障都起了比较大的作用,但是由于这个命令看到的东西比较多,一般只会看部分,或者说像我这样就会比较片面地看一些信息,比如默认是进程维度的,可以在启动命令的时候加-H进入线程模式

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-H  :Threads-mode operation
Instructs top to display individual threads. Without this command-line option a summation of all threads in each process is shown. Later
this can be changed with the `H' interactive command.

这样就能用在 Java 中去 jstack 中找到对应的线程
其实还有比较重要的两个操作,
一个是在 top 启动状态下,按c键,这样能把比如说是一个 Java 进程,具体的进程命令显示出来
像这样
执行前是这样

执行后是这样

第二个就是排序了

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SORTING of task window

For compatibility, this top supports most of the former top sort keys. Since this is primarily a service to former top users, these commands
do not appear on any help screen.
command sorted-field supported
A start time (non-display) No
M %MEM Yes
N PID Yes
P %CPU Yes
T TIME+ Yes

Before using any of the following sort provisions, top suggests that you temporarily turn on column highlighting using the `x' interactive com‐
mand. That will help ensure that the actual sort environment matches your intent.

The following interactive commands will only be honored when the current sort field is visible. The sort field might not be visible because:
1) there is insufficient Screen Width
2) the `f' interactive command turned it Off

< :Move-Sort-Field-Left
Moves the sort column to the left unless the current sort field is the first field being displayed.

> :Move-Sort-Field-Right
Moves the sort column to the right unless the current sort field is the last field being displayed.

查看 man page 可以找到这一段,其实一般 man page 都是最细致的,只不过因为太多了,有时候懒得看,这里可以通过大写 M 和大写 P 分别按内存和 CPU 排序,下面还有两个小技巧,通过按 x 可以将当前活跃的排序列用不同颜色标出来,然后可以通过<>直接左右移动排序列

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Leetcode 48 旋转图像(Rotate Image) 题解分析

题目介绍

You are given an n x n 2D matrix representing an image, rotate the image by 90 degrees (clockwise).

You have to rotate the image in-place, which means you have to modify the input 2D matrix directly. DO NOT allocate another 2D matrix and do the rotation.

如图,这道题以前做过,其实一看有点蒙,好像规则很容易描述,但是代码很难写,因为要类似于贪吃蛇那样,后来想着应该会有一些特殊的技巧,比如翻转等

代码

直接上码

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public void rotate(int[][] matrix) {
// 这里真的傻了,长宽应该是一致的,所以取一次就够了
int lengthX = matrix[0].length;
int lengthY = matrix.length;
int temp;
System.out.println(lengthY - (lengthY % 2) / 2);
// 这里除错了,应该是减掉余数再除 2
// for (int i = 0; i < lengthY - (lengthY % 2) / 2; i++) {
/**
* 1 2 3 7 8 9
* 4 5 6 => 4 5 6 先沿着 4 5 6 上下交换
* 7 8 9 1 2 3
*/
for (int i = 0; i < (lengthY - (lengthY % 2)) / 2; i++) {
for (int j = 0; j < lengthX; j++) {
temp = matrix[i][j];
matrix[i][j] = matrix[lengthY-i-1][j];
matrix[lengthY-i-1][j] = temp;
}
}

/**
* 7 8 9 7 4 1
* 4 5 6 => 8 5 2 这里再沿着 7 5 3 这条对角线交换
* 1 2 3 9 6 3
*/
for (int i = 0; i < lengthX; i++) {
for (int j = 0; j <= i; j++) {
if (i == j) {
continue;
}
temp = matrix[i][j];
matrix[i][j] = matrix[j][i];
matrix[j][i] = temp;
}
}
}

还没到可以直接归纳题目类型的水平,主要是几年前做过,可能有那么点模糊的记忆,当然应该也有直接转的方法

0%
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Leetcode 48 旋转图像(Rotate Image) 题解分析

题目介绍

You are given an n x n 2D matrix representing an image, rotate the image by 90 degrees (clockwise).

You have to rotate the image in-place, which means you have to modify the input 2D matrix directly. DO NOT allocate another 2D matrix and do the rotation.

如图,这道题以前做过,其实一看有点蒙,好像规则很容易描述,但是代码很难写,因为要类似于贪吃蛇那样,后来想着应该会有一些特殊的技巧,比如翻转等

代码

直接上码

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public void rotate(int[][] matrix) {
// 这里真的傻了,长宽应该是一致的,所以取一次就够了
int lengthX = matrix[0].length;
int lengthY = matrix.length;
int temp;
System.out.println(lengthY - (lengthY % 2) / 2);
// 这里除错了,应该是减掉余数再除 2
// for (int i = 0; i < lengthY - (lengthY % 2) / 2; i++) {
/**
* 1 2 3 7 8 9
* 4 5 6 => 4 5 6 先沿着 4 5 6 上下交换
* 7 8 9 1 2 3
*/
for (int i = 0; i < (lengthY - (lengthY % 2)) / 2; i++) {
for (int j = 0; j < lengthX; j++) {
temp = matrix[i][j];
matrix[i][j] = matrix[lengthY-i-1][j];
matrix[lengthY-i-1][j] = temp;
}
}

/**
* 7 8 9 7 4 1
* 4 5 6 => 8 5 2 这里再沿着 7 5 3 这条对角线交换
* 1 2 3 9 6 3
*/
for (int i = 0; i < lengthX; i++) {
for (int j = 0; j <= i; j++) {
if (i == j) {
continue;
}
temp = matrix[i][j];
matrix[i][j] = matrix[j][i];
matrix[j][i] = temp;
}
}
}

还没到可以直接归纳题目类型的水平,主要是几年前做过,可能有那么点模糊的记忆,当然应该也有直接转的方法

0%
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Leetcode 236 二叉树的最近公共祖先(Lowest Common Ancestor of a Binary Tree) 题解分析

题目介绍

Given a binary tree, find the lowest common ancestor (LCA) of two given nodes in the tree.

According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself).”

给定一个二叉树, 找到该树中两个指定节点的最近公共祖先。

百度百科中最近公共祖先的定义为:“对于有根树 T 的两个节点 pq,最近公共祖先表示为一个节点 x,满足 xpq 的祖先且 x 的深度尽可能大(一个节点也可以是它自己的祖先)。”

代码

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public TreeNode lowestCommonAncestor(TreeNode root, TreeNode p, TreeNode q) {
// 如果当前节点就是 p 或者是 q 的时候,就直接返回了
// 当没找到,即 root == null 的时候也会返回 null,这是个重要的点
if (root == null || root == p || root == q) return root;
// 在左子树中找 p 和 q
TreeNode left = lowestCommonAncestor(root.left, p, q);
// 在右子树中找 p 和 q
TreeNode right = lowestCommonAncestor(root.right, p, q);
// 当左边是 null 就直接返回右子树,但是这里不表示右边不是 null,所以这个顺序是不影响的
// 考虑一种情况,如果一个节点的左右子树都是 null,那么其实对于这个节点来说首先两个子树分别调用
// lowestCommonAncestor会在开头就返回 null,那么就是上面 left 跟 right 都是 null,然后走下面的判断的时候
// 其实第一个 if 就返回了 null,如此递归返回就能达到当子树中没有找到 p 或者 q 的时候只返回 null
if (left == null) {
return right;
} else if (right == null) {
return left;
} else {
return root;
}
// if (right == null) {
// return left;
// } else if (left == null) {
// return right;
// } else {
// return root;
// }
// return left == null ? right : right == null ? left : root;
}
0%
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Leetcode 236 二叉树的最近公共祖先(Lowest Common Ancestor of a Binary Tree) 题解分析

题目介绍

Given a binary tree, find the lowest common ancestor (LCA) of two given nodes in the tree.

According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself).”

给定一个二叉树, 找到该树中两个指定节点的最近公共祖先。

百度百科中最近公共祖先的定义为:“对于有根树 T 的两个节点 pq,最近公共祖先表示为一个节点 x,满足 xpq 的祖先且 x 的深度尽可能大(一个节点也可以是它自己的祖先)。”

代码

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public TreeNode lowestCommonAncestor(TreeNode root, TreeNode p, TreeNode q) {
// 如果当前节点就是 p 或者是 q 的时候,就直接返回了
// 当没找到,即 root == null 的时候也会返回 null,这是个重要的点
if (root == null || root == p || root == q) return root;
// 在左子树中找 p 和 q
TreeNode left = lowestCommonAncestor(root.left, p, q);
// 在右子树中找 p 和 q
TreeNode right = lowestCommonAncestor(root.right, p, q);
// 当左边是 null 就直接返回右子树,但是这里不表示右边不是 null,所以这个顺序是不影响的
// 考虑一种情况,如果一个节点的左右子树都是 null,那么其实对于这个节点来说首先两个子树分别调用
// lowestCommonAncestor会在开头就返回 null,那么就是上面 left 跟 right 都是 null,然后走下面的判断的时候
// 其实第一个 if 就返回了 null,如此递归返回就能达到当子树中没有找到 p 或者 q 的时候只返回 null
if (left == null) {
return right;
} else if (right == null) {
return left;
} else {
return root;
}
// if (right == null) {
// return left;
// } else if (left == null) {
// return right;
// } else {
// return root;
// }
// return left == null ? right : right == null ? left : root;
}
0%
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What hurts more, the pain of hard work or the pain of regret?

Leetcode 42 接雨水 (Trapping Rain Water) 题解分析

题目介绍

给定 n 个非负整数表示每个宽度为 1 的柱子的高度图,计算按此排列的柱子,下雨之后能接多少雨水。

示例


输入:height = [0,1,0,2,1,0,1,3,2,1,2,1]
输出:6
解释:上面是由数组 [0,1,0,2,1,0,1,3,2,1,2,1] 表示的高度图,在这种情况下,可以接 6 个单位的雨水(蓝色部分表示雨水)。

简单分析

其实最开始的想法是从左到右扫区间,就是示例中的第一个水槽跟第二个水槽都可以用这个办法解决

前面这种是属于右侧比左侧高的情况,对于左侧高右侧低的就不行了,(写这篇的时候想起来可以再反着扫一遍可能可以)

所以这个方案不好,贴一下这个方案的代码

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public int trap(int[] height) {
int lastLeft = -1;
int sum = 0;
int tempSum = 0;
boolean startFlag = true;
for (int j : height) {
if (startFlag && j <= 0) {
startFlag = false;
continue;
}
if (j >= lastLeft) {
sum += tempSum;
tempSum = 0;
lastLeft = j;
} else {
tempSum += lastLeft - j;
}
}
return sum;
}

后面结合网上的解法,其实可以反过来,对于每个格子找左右侧的最大值,取小的那个和当前格子的差值就是这一个的储水量了

理解了这种想法,代码其实就不难了

代码

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int n = height.length;
if (n <= 2) {
return 0;
}
// 思路转变下,其实可以对于每一格算储水量,算法就是找到这一格左边的最高点跟这一格右边的最高点,
// 比较两侧的最高点,取小的那个,然后再跟当前格子的高度对比,差值就是当前格的储水量
int maxL[] = new int[n];
int maxR[] = new int[n];
int max = height[0];
maxL[0] = 0;
// 计算左侧的最高点
for (int i = 1; i < n - 1; i++) {
maxL[i] = max;
if (max < height[i]) {
max = height[i];
}
}
max = height[n - 1];
maxR[n - 1] = 0;
int tempSum, sum = 0;
// 计算右侧的最高点,并且同步算出来储水量,节省一个循环
for (int i = n - 2; i > 0; i--) {
maxR[i] = max;
if (height[i] > max) {
max = height[i];
}
tempSum = Math.min(maxL[i], maxR[i]) - height[i];
if (tempSum > 0) {
sum += tempSum;
}
}
return sum;
0%
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What hurts more, the pain of hard work or the pain of regret?

Leetcode 42 接雨水 (Trapping Rain Water) 题解分析

题目介绍

给定 n 个非负整数表示每个宽度为 1 的柱子的高度图,计算按此排列的柱子,下雨之后能接多少雨水。

示例


输入:height = [0,1,0,2,1,0,1,3,2,1,2,1]
输出:6
解释:上面是由数组 [0,1,0,2,1,0,1,3,2,1,2,1] 表示的高度图,在这种情况下,可以接 6 个单位的雨水(蓝色部分表示雨水)。

简单分析

其实最开始的想法是从左到右扫区间,就是示例中的第一个水槽跟第二个水槽都可以用这个办法解决

前面这种是属于右侧比左侧高的情况,对于左侧高右侧低的就不行了,(写这篇的时候想起来可以再反着扫一遍可能可以)

所以这个方案不好,贴一下这个方案的代码

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public int trap(int[] height) {
int lastLeft = -1;
int sum = 0;
int tempSum = 0;
boolean startFlag = true;
for (int j : height) {
if (startFlag && j <= 0) {
startFlag = false;
continue;
}
if (j >= lastLeft) {
sum += tempSum;
tempSum = 0;
lastLeft = j;
} else {
tempSum += lastLeft - j;
}
}
return sum;
}

后面结合网上的解法,其实可以反过来,对于每个格子找左右侧的最大值,取小的那个和当前格子的差值就是这一个的储水量了

理解了这种想法,代码其实就不难了

代码

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int n = height.length;
if (n <= 2) {
return 0;
}
// 思路转变下,其实可以对于每一格算储水量,算法就是找到这一格左边的最高点跟这一格右边的最高点,
// 比较两侧的最高点,取小的那个,然后再跟当前格子的高度对比,差值就是当前格的储水量
int maxL[] = new int[n];
int maxR[] = new int[n];
int max = height[0];
maxL[0] = 0;
// 计算左侧的最高点
for (int i = 1; i < n - 1; i++) {
maxL[i] = max;
if (max < height[i]) {
max = height[i];
}
}
max = height[n - 1];
maxR[n - 1] = 0;
int tempSum, sum = 0;
// 计算右侧的最高点,并且同步算出来储水量,节省一个循环
for (int i = n - 2; i > 0; i--) {
maxR[i] = max;
if (height[i] > max) {
max = height[i];
}
tempSum = Math.min(maxL[i], maxR[i]) - height[i];
if (tempSum > 0) {
sum += tempSum;
}
}
return sum;
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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

2021 年中总结

又到半年总结时,第一次写总结类型的文章感觉挺好写的,但是后面总觉得这过去的一段时间所做的事情,能力上的成长低于预期,但是是需要总结下,找找问题,顺便展望下未来。

这一年做的最让自己满意的应该就是看了一些书,由折腾群洋总发起的读书打卡活动,到目前为止已经读完了这几本书,《cUrl 必知必会》,《古董局中局 1》,《古董局中局 2》,《算法图解》,《每天 5 分钟玩转 Kubernetes》《幸福了吗?》《高可用可伸缩微服务架构:基于 Dubbo、Spring Cloud和 Service Mesh》《Rust 权威指南》后面可以写个专题说说看的这些书,虽然每天打卡如果时间安排不好,并且看的书像 rust 这样比较难的话还是会有点小焦虑,不过也是个调整过程,一方面可以在白天就抽空看一会,然后也不必要每次都看很大一章,注重吸收。

技术上的成长的话,有一些比较小的长进吧,对于一些之前忽视的 synchronized,ThreadLocal 和 AQS 等知识点做了下查漏补缺了,然后多了解了一些 Java 垃圾回收的内容,但是在实操上还是比较欠缺,成型的技术方案,架构上所谓的优化也比较少,一些想法也还有考虑不周全的地方,还需要多花时间和心思去学习加强,特别是在目前已经有的基础上如何做系统深层次的优化,既不要是鸡毛蒜皮的,也不能出现一些不可接受的问题和故障,这是个很重要的课题,需要好好学习,后面考虑定一些周期性目标,两个月左右能有一些成果和总结。

另外一部分是自己的服务,因为 ucloud 的机器太贵就没续费了,所以都迁移到腾讯云的小机器上了,顺便折腾了一点点 traefik,但是还很不熟练,不太习惯这一套,一方面是 docker 还不习惯,这也加重了对这套环境的不适应,还是习惯裸机部署,另一方面就是 k8s 了,家里的机器还没虚拟化,没有很好的条件可以做实验,这也是读书打卡的一个没做好的点,整体的学习效果受限于深度和实操,后面是看都是用 traefik,也找到了一篇文章可以 traefik 转发到裸机应用,因为主仓库用的是裸机的 gogs。

还有就是运动减肥上,唉,这又是很大的一个痛点,基本没效果,只是还算稳定,昨天看到一个视频说还需要力量训练来增肌,以此可以提升基础代谢,打算往这个方向尝试下,因为今天没有疫情限制了,在 6 月底完成了 200 公里的跑步小目标,只是有些膝盖跟大腿根外侧不适,抽空得去看下医生,后面打算每天也能做点卷腹跟俯卧撑。

下半年还希望能继续多看看书,比很多网上各种乱七八糟的文章会好很多,结合豆瓣评分,找一些评价高一些的文章,但也不是说分稍低点的就不行,有些也看人是不是适合,一般 6 分以上评价比较多的就可以试试。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

2021 年中总结

又到半年总结时,第一次写总结类型的文章感觉挺好写的,但是后面总觉得这过去的一段时间所做的事情,能力上的成长低于预期,但是是需要总结下,找找问题,顺便展望下未来。

这一年做的最让自己满意的应该就是看了一些书,由折腾群洋总发起的读书打卡活动,到目前为止已经读完了这几本书,《cUrl 必知必会》,《古董局中局 1》,《古董局中局 2》,《算法图解》,《每天 5 分钟玩转 Kubernetes》《幸福了吗?》《高可用可伸缩微服务架构:基于 Dubbo、Spring Cloud和 Service Mesh》《Rust 权威指南》后面可以写个专题说说看的这些书,虽然每天打卡如果时间安排不好,并且看的书像 rust 这样比较难的话还是会有点小焦虑,不过也是个调整过程,一方面可以在白天就抽空看一会,然后也不必要每次都看很大一章,注重吸收。

技术上的成长的话,有一些比较小的长进吧,对于一些之前忽视的 synchronized,ThreadLocal 和 AQS 等知识点做了下查漏补缺了,然后多了解了一些 Java 垃圾回收的内容,但是在实操上还是比较欠缺,成型的技术方案,架构上所谓的优化也比较少,一些想法也还有考虑不周全的地方,还需要多花时间和心思去学习加强,特别是在目前已经有的基础上如何做系统深层次的优化,既不要是鸡毛蒜皮的,也不能出现一些不可接受的问题和故障,这是个很重要的课题,需要好好学习,后面考虑定一些周期性目标,两个月左右能有一些成果和总结。

另外一部分是自己的服务,因为 ucloud 的机器太贵就没续费了,所以都迁移到腾讯云的小机器上了,顺便折腾了一点点 traefik,但是还很不熟练,不太习惯这一套,一方面是 docker 还不习惯,这也加重了对这套环境的不适应,还是习惯裸机部署,另一方面就是 k8s 了,家里的机器还没虚拟化,没有很好的条件可以做实验,这也是读书打卡的一个没做好的点,整体的学习效果受限于深度和实操,后面是看都是用 traefik,也找到了一篇文章可以 traefik 转发到裸机应用,因为主仓库用的是裸机的 gogs。

还有就是运动减肥上,唉,这又是很大的一个痛点,基本没效果,只是还算稳定,昨天看到一个视频说还需要力量训练来增肌,以此可以提升基础代谢,打算往这个方向尝试下,因为今天没有疫情限制了,在 6 月底完成了 200 公里的跑步小目标,只是有些膝盖跟大腿根外侧不适,抽空得去看下医生,后面打算每天也能做点卷腹跟俯卧撑。

下半年还希望能继续多看看书,比很多网上各种乱七八糟的文章会好很多,结合豆瓣评分,找一些评价高一些的文章,但也不是说分稍低点的就不行,有些也看人是不是适合,一般 6 分以上评价比较多的就可以试试。

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Leetcode 021 合并两个有序链表 ( Merge Two Sorted Lists ) 题解分析

题目介绍

Merge two sorted linked lists and return it as a sorted list. The list should be made by splicing together the nodes of the first two lists.

将两个升序链表合并为一个新的 升序 链表并返回。新链表是通过拼接给定的两个链表的所有节点组成的。

示例 1

输入:l1 = [1,2,4], l2 = [1,3,4]
输出:[1,1,2,3,4,4]

示例 2

输入: l1 = [], l2 = []
输出: []

示例 3

输入: l1 = [], l2 = [0]
输出: [0]

简要分析

这题是 Easy 的,看着也挺简单,两个链表进行合并,就是比较下大小,可能将就点的话最好就在两个链表中原地合并

题解代码

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public ListNode mergeTwoLists(ListNode l1, ListNode l2) {
// 下面两个if判断了入参的边界,如果其一为null,直接返回另一个就可以了
if (l1 == null) {
return l2;
}
if (l2 == null) {
return l1;
}
// new 一个合并后的头结点
ListNode merged = new ListNode();
// 这个是当前节点
ListNode current = merged;
// 一开始给这个while加了l1和l2不全为null的条件,后面想了下不需要
// 因为内部前两个if就是跳出条件
while (true) {
if (l1 == null) {
// 这里其实跟开头类似,只不过这里需要将l2剩余部分接到merged链表后面
// 所以不能是直接current = l2,这样就是把后面的直接丢了
current.val = l2.val;
current.next = l2.next;
break;
}
if (l2 == null) {
current.val = l1.val;
current.next = l1.next;
break;
}
// 这里是两个链表都不为空的时候,就比较下大小
if (l1.val < l2.val) {
current.val = l1.val;
l1 = l1.next;
} else {
current.val = l2.val;
l2 = l2.next;
}
// 这里是new个新的,其实也可以放在循环头上
current.next = new ListNode();
current = current.next;
}
current = null;
// 返回这个头结点
return merged;
}

结果

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 021 合并两个有序链表 ( Merge Two Sorted Lists ) 题解分析

题目介绍

Merge two sorted linked lists and return it as a sorted list. The list should be made by splicing together the nodes of the first two lists.

将两个升序链表合并为一个新的 升序 链表并返回。新链表是通过拼接给定的两个链表的所有节点组成的。

示例 1

输入:l1 = [1,2,4], l2 = [1,3,4]
输出:[1,1,2,3,4,4]

示例 2

输入: l1 = [], l2 = []
输出: []

示例 3

输入: l1 = [], l2 = [0]
输出: [0]

简要分析

这题是 Easy 的,看着也挺简单,两个链表进行合并,就是比较下大小,可能将就点的话最好就在两个链表中原地合并

题解代码

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public ListNode mergeTwoLists(ListNode l1, ListNode l2) {
// 下面两个if判断了入参的边界,如果其一为null,直接返回另一个就可以了
if (l1 == null) {
return l2;
}
if (l2 == null) {
return l1;
}
// new 一个合并后的头结点
ListNode merged = new ListNode();
// 这个是当前节点
ListNode current = merged;
// 一开始给这个while加了l1和l2不全为null的条件,后面想了下不需要
// 因为内部前两个if就是跳出条件
while (true) {
if (l1 == null) {
// 这里其实跟开头类似,只不过这里需要将l2剩余部分接到merged链表后面
// 所以不能是直接current = l2,这样就是把后面的直接丢了
current.val = l2.val;
current.next = l2.next;
break;
}
if (l2 == null) {
current.val = l1.val;
current.next = l1.next;
break;
}
// 这里是两个链表都不为空的时候,就比较下大小
if (l1.val < l2.val) {
current.val = l1.val;
l1 = l1.next;
} else {
current.val = l2.val;
l2 = l2.next;
}
// 这里是new个新的,其实也可以放在循环头上
current.next = new ListNode();
current = current.next;
}
current = null;
// 返回这个头结点
return merged;
}

结果

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Leetcode 028 实现 strStr() ( Implement strStr() ) 题解分析

题目介绍

Implement strStr().

Return the index of the first occurrence of needle in haystack, or -1 if needle is not part of haystack.

Clarification:

What should we return when needle is an empty string? This is a great question to ask during an interview.

For the purpose of this problem, we will return 0 when needle is an empty string. This is consistent to C’s strstr() and Java’s indexOf().

示例

Example 1:

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Input: haystack = "hello", needle = "ll"
Output: 2

Example 2:

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Input: haystack = "aaaaa", needle = "bba"
Output: -1

Example 3:

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Input: haystack = "", needle = ""
Output: 0

题解

字符串比较其实是写代码里永恒的主题,底层的编译器等处理肯定需要字符串对比,像 kmp 算法也是很厉害

code

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public int strStr(String haystack, String needle) {
// 如果两个字符串都为空,返回 -1
if (haystack == null || needle == null) {
return -1;
}
// 如果 haystack 长度小于 needle 长度,返回 -1
if (haystack.length() < needle.length()) {
return -1;
}
// 如果 needle 为空字符串,返回 0
if (needle.equals("")) {
return 0;
}
// 如果两者相等,返回 0
if (haystack.equals(needle)) {
return 0;
}
int needleLength = needle.length();
int haystackLength = haystack.length();
for (int i = needleLength - 1; i <= haystackLength - 1; i++) {
// 比较 needle 最后一个字符,倒着比较稍微节省点时间
if (needle.charAt(needleLength - 1) == haystack.charAt(i)) {
// 如果needle 是 1 的话直接可以返回 i 作为位置了
if (needle.length() == 1) {
return i;
}
boolean flag = true;
// 原来比的是 needle 的最后一个位置,然后这边从倒数第二个位置开始
int j = needle.length() - 2;
for (; j >= 0; j--) {
// 这里的 i- (needleLength - j) + 1 ) 比较绕,其实是外循环的 i 表示当前 i 位置的字符跟 needle 最后一个字符
// 相同,j 在上面的循环中--,对应的 haystack 也要在 i 这个位置 -- ,对应的位置就是 i - (needleLength - j) + 1
if (needle.charAt(j) != haystack.charAt(i - (needleLength - j) + 1)) {
flag = false;
break;
}
}
// 循环完了之后,如果 flag 为 true 说明 从 i 开始倒着对比都相同,但是这里需要起始位置,就需要
// i - needleLength + 1
if (flag) {
return i - needleLength + 1;
}
}
}
// 这里表示未找到
return -1;
}
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Leetcode 028 实现 strStr() ( Implement strStr() ) 题解分析

题目介绍

Implement strStr().

Return the index of the first occurrence of needle in haystack, or -1 if needle is not part of haystack.

Clarification:

What should we return when needle is an empty string? This is a great question to ask during an interview.

For the purpose of this problem, we will return 0 when needle is an empty string. This is consistent to C’s strstr() and Java’s indexOf().

示例

Example 1:

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Input: haystack = "hello", needle = "ll"
Output: 2

Example 2:

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Input: haystack = "aaaaa", needle = "bba"
Output: -1

Example 3:

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Input: haystack = "", needle = ""
Output: 0

题解

字符串比较其实是写代码里永恒的主题,底层的编译器等处理肯定需要字符串对比,像 kmp 算法也是很厉害

code

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public int strStr(String haystack, String needle) {
// 如果两个字符串都为空,返回 -1
if (haystack == null || needle == null) {
return -1;
}
// 如果 haystack 长度小于 needle 长度,返回 -1
if (haystack.length() < needle.length()) {
return -1;
}
// 如果 needle 为空字符串,返回 0
if (needle.equals("")) {
return 0;
}
// 如果两者相等,返回 0
if (haystack.equals(needle)) {
return 0;
}
int needleLength = needle.length();
int haystackLength = haystack.length();
for (int i = needleLength - 1; i <= haystackLength - 1; i++) {
// 比较 needle 最后一个字符,倒着比较稍微节省点时间
if (needle.charAt(needleLength - 1) == haystack.charAt(i)) {
// 如果needle 是 1 的话直接可以返回 i 作为位置了
if (needle.length() == 1) {
return i;
}
boolean flag = true;
// 原来比的是 needle 的最后一个位置,然后这边从倒数第二个位置开始
int j = needle.length() - 2;
for (; j >= 0; j--) {
// 这里的 i- (needleLength - j) + 1 ) 比较绕,其实是外循环的 i 表示当前 i 位置的字符跟 needle 最后一个字符
// 相同,j 在上面的循环中--,对应的 haystack 也要在 i 这个位置 -- ,对应的位置就是 i - (needleLength - j) + 1
if (needle.charAt(j) != haystack.charAt(i - (needleLength - j) + 1)) {
flag = false;
break;
}
}
// 循环完了之后,如果 flag 为 true 说明 从 i 开始倒着对比都相同,但是这里需要起始位置,就需要
// i - needleLength + 1
if (flag) {
return i - needleLength + 1;
}
}
}
// 这里表示未找到
return -1;
}
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Leetcode 053 最大子序和 ( Maximum Subarray ) 题解分析

题目介绍

Given an integer array nums, find the contiguous subarray (containing at least one number) which has the largest sum and return its sum.

A subarray is a contiguous part of an array.

示例

Example 1:

Input: nums = [-2,1,-3,4,-1,2,1,-5,4]
Output: 6
Explanation: [4,-1,2,1] has the largest sum = 6.

Example 2:

Input: nums = [1]
Output: 1

Example 3:

Input: nums = [5,4,-1,7,8]
Output: 23

说起来这个题其实非常有渊源,大学数据结构的第一个题就是这个,而最佳的算法就是传说中的 online 算法,就是遍历一次就完了,最基本的做法就是记下来所有的连续子数组,然后求出最大的那个。

代码

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public int maxSubArray(int[] nums) {
int max = nums[0];
int sum = nums[0];
for (int i = 1; i < nums.length; i++) {
// 这里最重要的就是这一行了,其实就是如果前面的 sum 是小于 0 的,那么就不需要前面的 sum,反正加上了还不如不加大
sum = Math.max(nums[i], sum + nums[i]);
// max 是用来承载最大值的
max = Math.max(max, sum);
}
return max;
}
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Leetcode 053 最大子序和 ( Maximum Subarray ) 题解分析

题目介绍

Given an integer array nums, find the contiguous subarray (containing at least one number) which has the largest sum and return its sum.

A subarray is a contiguous part of an array.

示例

Example 1:

Input: nums = [-2,1,-3,4,-1,2,1,-5,4]
Output: 6
Explanation: [4,-1,2,1] has the largest sum = 6.

Example 2:

Input: nums = [1]
Output: 1

Example 3:

Input: nums = [5,4,-1,7,8]
Output: 23

说起来这个题其实非常有渊源,大学数据结构的第一个题就是这个,而最佳的算法就是传说中的 online 算法,就是遍历一次就完了,最基本的做法就是记下来所有的连续子数组,然后求出最大的那个。

代码

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public int maxSubArray(int[] nums) {
int max = nums[0];
int sum = nums[0];
for (int i = 1; i < nums.length; i++) {
// 这里最重要的就是这一行了,其实就是如果前面的 sum 是小于 0 的,那么就不需要前面的 sum,反正加上了还不如不加大
sum = Math.max(nums[i], sum + nums[i]);
// max 是用来承载最大值的
max = Math.max(max, sum);
}
return max;
}
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Leetcode 349 两个数组的交集 ( Intersection of Two Arrays *Easy* ) 题解分析

题目介绍

给定两个数组 nums1 和 nums2 ,返回 它们的交集 。输出结果中的每个元素一定是 唯一 的。我们可以 不考虑输出结果的顺序

 

示例

示例 1:

输入:nums1 = [1,2,2,1], nums2 = [2,2]
输出:[2]

示例 2:

输入:nums1 = [4,9,5], nums2 = [9,4,9,8,4]
输出:[9,4]
解释:[4,9] 也是可通过的  

提示:

  • 1 <= nums1.length, nums2.length <= 1000
  • 0 <= nums1[i], nums2[i] <= 1000

分析与题解

两个数组的交集,最简单就是两层循环了把两个都存在的找出来,不过还有个要去重的问题,稍微思考下可以使用集合 set 来处理,先把一个数组全丢进去,再对比另外一个,如果出现在第一个集合里就丢进一个新的集合,最后转换成数组,这次我稍微取了个巧,因为看到了提示里的条件,两个数组中的元素都是不大于 1000 的,所以就搞了个 1000 长度的数组,如果在第一个数组出现,就在对应的下标设置成 1,如果在第二个数组也出现了就加 1,

code

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public int[] intersection(int[] nums1, int[] nums2) {
// 大小是 1000 的数组,如果没有提示的条件就没法这么做
// define a array which size is 1000, and can not be done like this without the condition in notice
int[] inter = new int[1000];
int[] outer;
int m = 0;
for (int j : nums1) {
// 这里得是设置成 1,因为有可能 nums1 就出现了重复元素,如果直接++会造成结果重复
// need to be set 1, cause element in nums1 can be duplicated
inter[j] = 1;
}
for (int j : nums2) {
if (inter[j] > 0) {
// 这里可以直接+1,因为后面判断只需要判断大于 1
// just plus 1, cause we can judge with condition that larger than 1
inter[j] += 1;
}
}
for (int i = 0; i < inter.length; i++) {
// 统计下元素数量
// count distinct elements
if (inter[i] > 1) {
m++;
}
}
// initial a array of size m
outer = new int[m];
m = 0;
for (int i = 0; i < inter.length; i++) {
if (inter[i] > 1) {
// add to outer
outer[m++] = i;
}
}
return outer;
}
0%
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Leetcode 349 两个数组的交集 ( Intersection of Two Arrays *Easy* ) 题解分析

题目介绍

给定两个数组 nums1 和 nums2 ,返回 它们的交集 。输出结果中的每个元素一定是 唯一 的。我们可以 不考虑输出结果的顺序

 

示例

示例 1:

输入:nums1 = [1,2,2,1], nums2 = [2,2]
输出:[2]

示例 2:

输入:nums1 = [4,9,5], nums2 = [9,4,9,8,4]
输出:[9,4]
解释:[4,9] 也是可通过的  

提示:

  • 1 <= nums1.length, nums2.length <= 1000
  • 0 <= nums1[i], nums2[i] <= 1000

分析与题解

两个数组的交集,最简单就是两层循环了把两个都存在的找出来,不过还有个要去重的问题,稍微思考下可以使用集合 set 来处理,先把一个数组全丢进去,再对比另外一个,如果出现在第一个集合里就丢进一个新的集合,最后转换成数组,这次我稍微取了个巧,因为看到了提示里的条件,两个数组中的元素都是不大于 1000 的,所以就搞了个 1000 长度的数组,如果在第一个数组出现,就在对应的下标设置成 1,如果在第二个数组也出现了就加 1,

code

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public int[] intersection(int[] nums1, int[] nums2) {
// 大小是 1000 的数组,如果没有提示的条件就没法这么做
// define a array which size is 1000, and can not be done like this without the condition in notice
int[] inter = new int[1000];
int[] outer;
int m = 0;
for (int j : nums1) {
// 这里得是设置成 1,因为有可能 nums1 就出现了重复元素,如果直接++会造成结果重复
// need to be set 1, cause element in nums1 can be duplicated
inter[j] = 1;
}
for (int j : nums2) {
if (inter[j] > 0) {
// 这里可以直接+1,因为后面判断只需要判断大于 1
// just plus 1, cause we can judge with condition that larger than 1
inter[j] += 1;
}
}
for (int i = 0; i < inter.length; i++) {
// 统计下元素数量
// count distinct elements
if (inter[i] > 1) {
m++;
}
}
// initial a array of size m
outer = new int[m];
m = 0;
for (int i = 0; i < inter.length; i++) {
if (inter[i] > 1) {
// add to outer
outer[m++] = i;
}
}
return outer;
}
0%
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What hurts more, the pain of hard work or the pain of regret?

Leetcode 83 删除排序链表中的重复元素 ( Remove Duplicates from Sorted List *Easy* ) 题解分析

题目介绍

给定一个已排序的链表的头 head , 删除所有重复的元素,使每个元素只出现一次 。返回 已排序的链表 。
PS:注意已排序,还有返回也要已排序

示例 1:

输入:head = [1,1,2]
输出:[1,2]

示例 2:

输入:head = [1,1,2,3,3]
输出:[1,2,3]

提示:

  • 链表中节点数目在范围 [0, 300]
  • -100 <= Node.val <= 100
  • 题目数据保证链表已经按 升序 排列

分析与题解

这题其实是比较正常的 easy 级别的题目,链表已经排好序了,如果还带一个排序就更复杂一点,
只需要前后项做个对比,如果一致则移除后项,因为可能存在多个重复项,所以只有在前后项不同
时才会更新被比较项

code

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public ListNode deleteDuplicates(ListNode head) {
// 链表头是空的或者只有一个头结点,就不用处理了
if (head == null || head.next == null) {
return head;
}
ListNode tail = head;
// 以处理节点还有后续节点作为循环边界条件
while (tail.next != null) {
ListNode temp = tail.next;
// 如果前后相同,那么可以跳过这个节点,将 Tail ----> temp ---> temp.next
// 更新成 Tail ----> temp.next
if (temp.val == tail.val) {
tail.next = temp.next;
} else {
// 不相同,则更新 tail
tail = tail.next;
}
}
// 最后返回头结点
return head;
}

链表应该是个需要反复的训练的数据结构,因为涉及到前后指针,然后更新操作,判空等,
我在这块也是掌握的不太好,需要多练习。

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 83 删除排序链表中的重复元素 ( Remove Duplicates from Sorted List *Easy* ) 题解分析

题目介绍

给定一个已排序的链表的头 head , 删除所有重复的元素,使每个元素只出现一次 。返回 已排序的链表 。
PS:注意已排序,还有返回也要已排序

示例 1:

输入:head = [1,1,2]
输出:[1,2]

示例 2:

输入:head = [1,1,2,3,3]
输出:[1,2,3]

提示:

  • 链表中节点数目在范围 [0, 300]
  • -100 <= Node.val <= 100
  • 题目数据保证链表已经按 升序 排列

分析与题解

这题其实是比较正常的 easy 级别的题目,链表已经排好序了,如果还带一个排序就更复杂一点,
只需要前后项做个对比,如果一致则移除后项,因为可能存在多个重复项,所以只有在前后项不同
时才会更新被比较项

code

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public ListNode deleteDuplicates(ListNode head) {
// 链表头是空的或者只有一个头结点,就不用处理了
if (head == null || head.next == null) {
return head;
}
ListNode tail = head;
// 以处理节点还有后续节点作为循环边界条件
while (tail.next != null) {
ListNode temp = tail.next;
// 如果前后相同,那么可以跳过这个节点,将 Tail ----> temp ---> temp.next
// 更新成 Tail ----> temp.next
if (temp.val == tail.val) {
tail.next = temp.next;
} else {
// 不相同,则更新 tail
tail = tail.next;
}
}
// 最后返回头结点
return head;
}

链表应该是个需要反复的训练的数据结构,因为涉及到前后指针,然后更新操作,判空等,
我在这块也是掌握的不太好,需要多练习。

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Leetcode 4 寻找两个正序数组的中位数 ( Median of Two Sorted Arrays *Hard* ) 题解分析

题目介绍

给定两个大小分别为 mn 的正序(从小到大)数组 nums1 和 nums2。请你找出并返回这两个正序数组的 中位数

算法的时间复杂度应该为 O(log (m+n))

示例 1:

输入:nums1 = [1,3], nums2 = [2]
输出:2.00000
解释:合并数组 = [1,2,3] ,中位数 2

示例 2:

输入:nums1 = [1,2], nums2 = [3,4]
输出:2.50000
解释:合并数组 = [1,2,3,4] ,中位数 (2 + 3) / 2 = 2.5

分析与题解

这个题也是我随机出来的,之前都是随机到 easy 的,而且是序号这么靠前的,然后翻一下,之前应该是用 C++做过的,具体的方法其实可以从他的算法时间复杂度要求看出来,大概率是要二分法这种,后面就结合代码来讲了

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public double findMedianSortedArrays(int[] nums1, int[] nums2) {
int n1 = nums1.length;
int n2 = nums2.length;
if (n1 > n2) {
return findMedianSortedArrays(nums2, nums1);
}

// 找到两个数组的中点下标
int k = (n1 + n2 + 1 ) / 2;
// 使用一个类似于二分法的查找方法
// 起始值就是 num1 的头跟尾
int left = 0;
int right = n1;
while (left < right) {
// m1 表示我取的是 nums1 的中点,即二分法的方式
int m1 = left + (right - left) / 2;
// *** 这里是重点,因为这个问题也可以转换成找成 n1 + n2 那么多个数中的前 (n1 + n2 + 1) / 2 个
// *** 因为两个数组都是排好序的,那么我从 num1 中取了 m1 个,从 num2 中就是去 k - m1 个
// *** 但是不知道取出来大小是否正好是整体排序的第 (n1 + n2 + 1) / 2 个,所以需要二分法上下对比
int m2 = k - m1;
// 如果 nums1[m1] 小,那我在第一个数组 nums1 的二分查找就要把左端点改成前一次的中点 + 1 (不然就进死循环了
if (nums1[m1] < nums2[m2 - 1]) {
left = m1 + 1;
} else {
right = m1;
}
}

// 因为对比后其实我们只是拿到了一个位置,具体哪个是第 k 个就需要继续判断
int m1 = left;
int m2 = k - left;
// 如果 m1 或者 m2 有小于等于 0 的,那这个值可以先抛弃
// m1 如果等于 0,就是 num1[0] 都比 nums2 中所有值都要大
// m2 等于 0 的话 刚好相反
// 可以这么推断,当其中一个是 0 的时候那么另一个 mx 值肯定是> 0 的,那么就是取的对应的这个下标的值
int c1 = Math.max( m1 <= 0 ? Integer.MIN_VALUE : nums1[m1 - 1] , m2 <= 0 ? Integer.MIN_VALUE : nums2[m2 - 1]);
// 如果两个数组的元素数量和是奇数,那就直接可以返回了,因为 m1 + m2 就是 k, 如果是一个数组,那这个元素其实就是 nums[k - 1]
// 如果 m1 或者 m2 是 0,那另一个就是 k,取 mx - 1的下标就等于是 k - 1
// 如果都不是 0,那就是取的了 nums1[m1 - 1] 与 nums2[m2 - 1]中的较大者,如果取得是后者,那么也就是 m1 + m2 - 1 的下标就是 k - 1
if ((n1 + n2) % 2 == 1) {
return c1;
}
// 如果是偶数个,那还要取两个数组后面的较小者,然后求平均值
int c2 = Math.min(m1 >= n1 ? Integer.MAX_VALUE : nums1[m1], m2 >= n2 ? Integer.MAX_VALUE : nums2[m2]);
return (c1 + c2) / 2.0;
}

前面考虑的方法还是比较繁琐,考虑了两个数组的各种交叉情况,后面这个参考了一些网上的解法,代码比较简洁,但是可能不容易一下子就搞明白,所以配合了比较多的注释。

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 4 寻找两个正序数组的中位数 ( Median of Two Sorted Arrays *Hard* ) 题解分析

题目介绍

给定两个大小分别为 mn 的正序(从小到大)数组 nums1 和 nums2。请你找出并返回这两个正序数组的 中位数

算法的时间复杂度应该为 O(log (m+n))

示例 1:

输入:nums1 = [1,3], nums2 = [2]
输出:2.00000
解释:合并数组 = [1,2,3] ,中位数 2

示例 2:

输入:nums1 = [1,2], nums2 = [3,4]
输出:2.50000
解释:合并数组 = [1,2,3,4] ,中位数 (2 + 3) / 2 = 2.5

分析与题解

这个题也是我随机出来的,之前都是随机到 easy 的,而且是序号这么靠前的,然后翻一下,之前应该是用 C++做过的,具体的方法其实可以从他的算法时间复杂度要求看出来,大概率是要二分法这种,后面就结合代码来讲了

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public double findMedianSortedArrays(int[] nums1, int[] nums2) {
int n1 = nums1.length;
int n2 = nums2.length;
if (n1 > n2) {
return findMedianSortedArrays(nums2, nums1);
}

// 找到两个数组的中点下标
int k = (n1 + n2 + 1 ) / 2;
// 使用一个类似于二分法的查找方法
// 起始值就是 num1 的头跟尾
int left = 0;
int right = n1;
while (left < right) {
// m1 表示我取的是 nums1 的中点,即二分法的方式
int m1 = left + (right - left) / 2;
// *** 这里是重点,因为这个问题也可以转换成找成 n1 + n2 那么多个数中的前 (n1 + n2 + 1) / 2 个
// *** 因为两个数组都是排好序的,那么我从 num1 中取了 m1 个,从 num2 中就是去 k - m1 个
// *** 但是不知道取出来大小是否正好是整体排序的第 (n1 + n2 + 1) / 2 个,所以需要二分法上下对比
int m2 = k - m1;
// 如果 nums1[m1] 小,那我在第一个数组 nums1 的二分查找就要把左端点改成前一次的中点 + 1 (不然就进死循环了
if (nums1[m1] < nums2[m2 - 1]) {
left = m1 + 1;
} else {
right = m1;
}
}

// 因为对比后其实我们只是拿到了一个位置,具体哪个是第 k 个就需要继续判断
int m1 = left;
int m2 = k - left;
// 如果 m1 或者 m2 有小于等于 0 的,那这个值可以先抛弃
// m1 如果等于 0,就是 num1[0] 都比 nums2 中所有值都要大
// m2 等于 0 的话 刚好相反
// 可以这么推断,当其中一个是 0 的时候那么另一个 mx 值肯定是> 0 的,那么就是取的对应的这个下标的值
int c1 = Math.max( m1 <= 0 ? Integer.MIN_VALUE : nums1[m1 - 1] , m2 <= 0 ? Integer.MIN_VALUE : nums2[m2 - 1]);
// 如果两个数组的元素数量和是奇数,那就直接可以返回了,因为 m1 + m2 就是 k, 如果是一个数组,那这个元素其实就是 nums[k - 1]
// 如果 m1 或者 m2 是 0,那另一个就是 k,取 mx - 1的下标就等于是 k - 1
// 如果都不是 0,那就是取的了 nums1[m1 - 1] 与 nums2[m2 - 1]中的较大者,如果取得是后者,那么也就是 m1 + m2 - 1 的下标就是 k - 1
if ((n1 + n2) % 2 == 1) {
return c1;
}
// 如果是偶数个,那还要取两个数组后面的较小者,然后求平均值
int c2 = Math.min(m1 >= n1 ? Integer.MAX_VALUE : nums1[m1], m2 >= n2 ? Integer.MAX_VALUE : nums2[m2]);
return (c1 + c2) / 2.0;
}

前面考虑的方法还是比较繁琐,考虑了两个数组的各种交叉情况,后面这个参考了一些网上的解法,代码比较简洁,但是可能不容易一下子就搞明白,所以配合了比较多的注释。

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Leetcode 1115 交替打印 FooBar ( Print FooBar Alternately *Medium* ) 题解分析

无聊想去 roll 一题就看到了有并发题,就找到了这题,其实一眼看我的想法也是用信号量,但是用 condition 应该也是可以处理的,不过这类问题好像本地有点难调,因为它好像是抽取代码执行的,跟直观的逻辑比较不一样
Suppose you are given the following code:

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class FooBar {
public void foo() {
for (int i = 0; i < n; i++) {
print("foo");
}
}

public void bar() {
for (int i = 0; i < n; i++) {
print("bar");
}
}
}

The same instance of FooBar will be passed to two different threads:

  • thread A will call foo(), while
  • thread B will call bar().
    Modify the given program to output "foobar" n times.

示例

Example 1:

Input: n = 1
Output: “foobar”
Explanation: There are two threads being fired asynchronously. One of them calls foo(), while the other calls bar().
“foobar” is being output 1 time.

Example 2:

Input: n = 2
Output: “foobarfoobar”
Explanation: “foobar” is being output 2 times.

题解

简析

其实用信号量是很直观的,就是让打印 foo 的线程先拥有信号量,打印后就等待,给 bar 信号量 + 1,然后 bar 线程运行打印消耗 bar 信号量,再给 foo 信号量 + 1

code

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class FooBar {

private final Semaphore foo = new Semaphore(1);
private final Semaphore bar = new Semaphore(0);
private int n;

public FooBar(int n) {
this.n = n;
}

public void foo(Runnable printFoo) throws InterruptedException {

for (int i = 0; i < n; i++) {
foo.acquire();
// printFoo.run() outputs "foo". Do not change or remove this line.
printFoo.run();
bar.release();
}
}

public void bar(Runnable printBar) throws InterruptedException {

for (int i = 0; i < n; i++) {
bar.acquire();
// printBar.run() outputs "bar". Do not change or remove this line.
printBar.run();
foo.release();
}
}
}
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Leetcode 1115 交替打印 FooBar ( Print FooBar Alternately *Medium* ) 题解分析

无聊想去 roll 一题就看到了有并发题,就找到了这题,其实一眼看我的想法也是用信号量,但是用 condition 应该也是可以处理的,不过这类问题好像本地有点难调,因为它好像是抽取代码执行的,跟直观的逻辑比较不一样
Suppose you are given the following code:

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class FooBar {
public void foo() {
for (int i = 0; i < n; i++) {
print("foo");
}
}

public void bar() {
for (int i = 0; i < n; i++) {
print("bar");
}
}
}

The same instance of FooBar will be passed to two different threads:

  • thread A will call foo(), while
  • thread B will call bar().
    Modify the given program to output "foobar" n times.

示例

Example 1:

Input: n = 1
Output: “foobar”
Explanation: There are two threads being fired asynchronously. One of them calls foo(), while the other calls bar().
“foobar” is being output 1 time.

Example 2:

Input: n = 2
Output: “foobarfoobar”
Explanation: “foobar” is being output 2 times.

题解

简析

其实用信号量是很直观的,就是让打印 foo 的线程先拥有信号量,打印后就等待,给 bar 信号量 + 1,然后 bar 线程运行打印消耗 bar 信号量,再给 foo 信号量 + 1

code

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class FooBar {

private final Semaphore foo = new Semaphore(1);
private final Semaphore bar = new Semaphore(0);
private int n;

public FooBar(int n) {
this.n = n;
}

public void foo(Runnable printFoo) throws InterruptedException {

for (int i = 0; i < n; i++) {
foo.acquire();
// printFoo.run() outputs "foo". Do not change or remove this line.
printFoo.run();
bar.release();
}
}

public void bar(Runnable printBar) throws InterruptedException {

for (int i = 0; i < n; i++) {
bar.acquire();
// printBar.run() outputs "bar". Do not change or remove this line.
printBar.run();
foo.release();
}
}
}
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Leetcode 698 划分为k个相等的子集 ( Partition to K Equal Sum Subsets *Medium* ) 题解分析

题目介绍

Given an integer array nums and an integer k, return true if it is possible to divide this array into k non-empty subsets whose sums are all equal.

示例

Example 1:

Input: nums = [4,3,2,3,5,2,1], k = 4
Output: true
Explanation: It is possible to divide it into 4 subsets (5), (1, 4), (2,3), (2,3) with equal sums.

Example 2:

Input: nums = [1,2,3,4], k = 3
Output: false

Constraints:

  • 1 <= k <= nums.length <= 16
  • 1 <= nums[i] <= 10^4
  • The frequency of each element is in the range [1, 4].

解析

看到这个题一开始以为挺简单,但是仔细想想问题还是挺多的,首先是分成 k 组,但是数量不限,应该需要用到回溯的方式,同时对于时间和空间复杂度也有要求,一开始这个代码是超时的,我也试了下 leetcode 上 discussion 里 vote 最高的提交也是超时的,不过看 discussion 里的帖子,貌似是后面加了一些条件,可以帮忙提高执行效率,第三条提示不太清楚意图,具体可以看下代码

代码

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public boolean canPartitionKSubsets(int[] nums, int k) {
if (k == 1) {
return true;
}
int sum = 0, n;
n = nums.length;
for (int num : nums) {
sum += num;
}
if (sum % k != 0) {
return false;
}

int avg = sum / k;
// 排序
Arrays.sort(nums);
// 做个前置判断,如果最大值超过分组平均值了就可以返回 false 了
if (nums[n - 1] > avg) {
return false;
}
// 这里取了个巧,先将数组中元素就等于分组平均值的直接排除了
int calculated = 0;
for (int i = n - 1; i > 0; i--) {
if (nums[i] == avg) {
k--;
calculated++;
}
}

int[] bucket = new int[k];
// 初始化 bucket
for (int i = 0; i < k; i++) {
bucket[i] = avg;
}

// 提前做下边界判断
if (nums[n - 1] > avg) {
return false;
}

return backTraversal(nums, bucket, k, n - 1 - calculated);
}

private boolean backTraversal(int[] nums, int[] bucket, int k, int cur) {
if (cur < 0) {
return true;
}
for (int i = 0; i < k; i++) {
if (bucket[i] == nums[cur] || bucket[i] >= nums[cur] + nums[0]) {
// 判断如果当前 bucket[i] 剩余的数字等于nums[cur], 即当前bucket已经满了
// 或者如果当前 bucket[i] 剩余的数字大于等于 nums[cur] + nums[0] ,
// 因为nums 在经过排序后 nums[0]是最小值,如果加上 nums[0] 都已经超过bucket[i] 了,
// 那当前bucket[i] 肯定是没法由包含 nums[cur] 的组合组成一个满足和为前面 s/k 的组合了
// 这里判断的是 nums[cur] ,如果第一次 k 次循环都不符合其实就返回 false 了

// 而如果符合,就将 bucket[i] 减去 nums[cur] 再次进入递归,
// 这里进入递归有个收敛参数就是 cur - 1,因为其实判断 cur 递减作为一个结束条件
bucket[i] -= nums[cur];
// 符合条件,这里对应着入口,当 cur 被减到 0 了,就表示都符合了因为是根据所有值的和 s 和 k 组除出来的平均值,当所有数都通过前面的 if 判断符合了,并且每个数字都使用了,
// 即说明已经符合要求了
if (backTraversal(nums, bucket, k, cur - 1)) return true;
// 这边是个回退机制,如果前面 nums[cur]没办法组合成和为平均值的话就减掉进入下一个循环
bucket[i] += nums[cur];
}
}
return false;
}

最后贴个图

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Leetcode 698 划分为k个相等的子集 ( Partition to K Equal Sum Subsets *Medium* ) 题解分析

题目介绍

Given an integer array nums and an integer k, return true if it is possible to divide this array into k non-empty subsets whose sums are all equal.

示例

Example 1:

Input: nums = [4,3,2,3,5,2,1], k = 4
Output: true
Explanation: It is possible to divide it into 4 subsets (5), (1, 4), (2,3), (2,3) with equal sums.

Example 2:

Input: nums = [1,2,3,4], k = 3
Output: false

Constraints:

  • 1 <= k <= nums.length <= 16
  • 1 <= nums[i] <= 10^4
  • The frequency of each element is in the range [1, 4].

解析

看到这个题一开始以为挺简单,但是仔细想想问题还是挺多的,首先是分成 k 组,但是数量不限,应该需要用到回溯的方式,同时对于时间和空间复杂度也有要求,一开始这个代码是超时的,我也试了下 leetcode 上 discussion 里 vote 最高的提交也是超时的,不过看 discussion 里的帖子,貌似是后面加了一些条件,可以帮忙提高执行效率,第三条提示不太清楚意图,具体可以看下代码

代码

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public boolean canPartitionKSubsets(int[] nums, int k) {
if (k == 1) {
return true;
}
int sum = 0, n;
n = nums.length;
for (int num : nums) {
sum += num;
}
if (sum % k != 0) {
return false;
}

int avg = sum / k;
// 排序
Arrays.sort(nums);
// 做个前置判断,如果最大值超过分组平均值了就可以返回 false 了
if (nums[n - 1] > avg) {
return false;
}
// 这里取了个巧,先将数组中元素就等于分组平均值的直接排除了
int calculated = 0;
for (int i = n - 1; i > 0; i--) {
if (nums[i] == avg) {
k--;
calculated++;
}
}

int[] bucket = new int[k];
// 初始化 bucket
for (int i = 0; i < k; i++) {
bucket[i] = avg;
}

// 提前做下边界判断
if (nums[n - 1] > avg) {
return false;
}

return backTraversal(nums, bucket, k, n - 1 - calculated);
}

private boolean backTraversal(int[] nums, int[] bucket, int k, int cur) {
if (cur < 0) {
return true;
}
for (int i = 0; i < k; i++) {
if (bucket[i] == nums[cur] || bucket[i] >= nums[cur] + nums[0]) {
// 判断如果当前 bucket[i] 剩余的数字等于nums[cur], 即当前bucket已经满了
// 或者如果当前 bucket[i] 剩余的数字大于等于 nums[cur] + nums[0] ,
// 因为nums 在经过排序后 nums[0]是最小值,如果加上 nums[0] 都已经超过bucket[i] 了,
// 那当前bucket[i] 肯定是没法由包含 nums[cur] 的组合组成一个满足和为前面 s/k 的组合了
// 这里判断的是 nums[cur] ,如果第一次 k 次循环都不符合其实就返回 false 了

// 而如果符合,就将 bucket[i] 减去 nums[cur] 再次进入递归,
// 这里进入递归有个收敛参数就是 cur - 1,因为其实判断 cur 递减作为一个结束条件
bucket[i] -= nums[cur];
// 符合条件,这里对应着入口,当 cur 被减到 0 了,就表示都符合了因为是根据所有值的和 s 和 k 组除出来的平均值,当所有数都通过前面的 if 判断符合了,并且每个数字都使用了,
// 即说明已经符合要求了
if (backTraversal(nums, bucket, k, cur - 1)) return true;
// 这边是个回退机制,如果前面 nums[cur]没办法组合成和为平均值的话就减掉进入下一个循环
bucket[i] += nums[cur];
}
}
return false;
}

最后贴个图

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 20 有效的括号 ( Valid Parentheses *Easy* ) 题解分析 | Nicksxs's Blog

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Leetcode 20 有效的括号 ( Valid Parentheses *Easy* ) 题解分析

题目介绍

Given a string s containing just the characters '(', ')', '{', '}', '[' and ']', determine if the input string is valid.

An input string is valid if:

  1. Open brackets must be closed by the same type of brackets.
  2. Open brackets must be closed in the correct order.

示例

Example 1:

Input: s = “()”
Output: true

Example 2:

Input: s = “()[]{}”
Output: true

Example 3:

Input: s = “(]”
Output: false

Constraints:

  • 1 <= s.length <= 10^4
  • s consists of parentheses only '()[]{}'.

解析

easy题,并且看起来也是比较简单的,三种括号按对匹配,直接用栈来做,栈里面存的是括号的类型,如果是左括号,就放入栈中,如果是右括号,就把栈顶的元素弹出,如果弹出的元素不是左括号,就返回false,如果弹出的元素是左括号,就继续往下走,如果遍历完了,如果栈里面还有元素,就返回false,如果遍历完了,如果栈里面没有元素,就返回true

代码

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class Solution {
public boolean isValid(String s) {

if (s.length() % 2 != 0) {
return false;
}
Stack<String> stk = new Stack<>();
for (int i = 0; i < s.length(); i++) {
if (s.charAt(i) == '{' || s.charAt(i) == '(' || s.charAt(i) == '[') {
stk.push(String.valueOf(s.charAt(i)));
continue;
}
if (s.charAt(i) == '}') {
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 20 有效的括号 ( Valid Parentheses *Easy* ) 题解分析 | Nicksxs's Blog

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Leetcode 20 有效的括号 ( Valid Parentheses *Easy* ) 题解分析

题目介绍

Given a string s containing just the characters '(', ')', '{', '}', '[' and ']', determine if the input string is valid.

An input string is valid if:

  1. Open brackets must be closed by the same type of brackets.
  2. Open brackets must be closed in the correct order.

示例

Example 1:

Input: s = “()”
Output: true

Example 2:

Input: s = “()[]{}”
Output: true

Example 3:

Input: s = “(]”
Output: false

Constraints:

  • 1 <= s.length <= 10^4
  • s consists of parentheses only '()[]{}'.

解析

easy题,并且看起来也是比较简单的,三种括号按对匹配,直接用栈来做,栈里面存的是括号的类型,如果是左括号,就放入栈中,如果是右括号,就把栈顶的元素弹出,如果弹出的元素不是左括号,就返回false,如果弹出的元素是左括号,就继续往下走,如果遍历完了,如果栈里面还有元素,就返回false,如果遍历完了,如果栈里面没有元素,就返回true

代码

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class Solution {
public boolean isValid(String s) {

if (s.length() % 2 != 0) {
return false;
}
Stack<String> stk = new Stack<>();
for (int i = 0; i < s.length(); i++) {
if (s.charAt(i) == '{' || s.charAt(i) == '(' || s.charAt(i) == '[') {
stk.push(String.valueOf(s.charAt(i)));
continue;
}
if (s.charAt(i) == '}') {
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}《长安的荔枝》读后感 | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

《长安的荔枝》读后感

断断续续地看完了马伯庸老师的《长安的荔枝》,一开始是看这本书在排行榜排得很高,又是马伯庸的,之前看过他的《古董局中局》,还是很有意思的,而且正好是比较短的,不过前后也拖了蛮久才看完,看完后读了下马老师自己写的后记,就特别有感触。
整个故事是围绕一个上林署监事李善德被委任一项给贵妃送荔枝的差事展开,“长安回望绣成堆,山顶千门次第开,一骑红尘妃子笑,无人知是荔枝来”,以前没细究过这个送荔枝的过程,但是以以前的运输速度和保鲜条件,感觉也不是太现实,所以主人公一开始就以为只是像以往一样是送荔枝干这种,能比较方便运输,不容易变质的,结果发现其实是同僚在坑他,这次是要在贵妃生辰的时候给贵妃送来新鲜的岭南荔枝,用比较时兴的词来说,这就是个送命题啊,鲜荔枝一日色变,两日香变,三日味变,同僚的还有杜甫跟韩承,都觉得老李可以直接写休书了,保全家人,不然就是全家送命,李善德也觉得基本算是判刑了,而且其实是这事被转了几次,最后到老李所在的上林署,主管为了骗他接下这个活还特意在文书上把荔枝鲜的“鲜”字贴住,那会叫做“贴黄”,变成了荔枝“煎”,所以说官场险恶,大家都想把这烫手山芋丢出去,结果丢到了我们老实的老李头上,但是从接到这个通知到贵妃的生辰六月初一还有挺长的时间,其实这个活虽然送命,但是在前期这个“荔枝使”也基本就是类似带着尚方宝剑,御赐黄马褂的职位,随便申请经费,不必像常规的部门费用需要定预算,申请后再层层审批,而是特事特批特办的耍赖做法,所以在这段时间是能够潇洒挥霍一下的。其实可以好好地捞一波给妻女,然后写下和离,在自己死后能让她们过的好一些,但最后还是在杜甫的一番劝导下做出了尝试一番的决定,因为也没其他办法,既是退无可退,何不向前拼死一搏,其实说到这,我觉得看这本书感觉有所收获的第一点,有时候总觉得事情没戏了,想躺平放弃了,但是这样其实这个结果是不会变好的,尝试努力,拼尽全力搏一搏,说不定会有所改观,至少不会变更坏了。

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}《长安的荔枝》读后感 | Nicksxs's Blog

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What hurts more, the pain of hard work or the pain of regret?

《长安的荔枝》读后感

断断续续地看完了马伯庸老师的《长安的荔枝》,一开始是看这本书在排行榜排得很高,又是马伯庸的,之前看过他的《古董局中局》,还是很有意思的,而且正好是比较短的,不过前后也拖了蛮久才看完,看完后读了下马老师自己写的后记,就特别有感触。
整个故事是围绕一个上林署监事李善德被委任一项给贵妃送荔枝的差事展开,“长安回望绣成堆,山顶千门次第开,一骑红尘妃子笑,无人知是荔枝来”,以前没细究过这个送荔枝的过程,但是以以前的运输速度和保鲜条件,感觉也不是太现实,所以主人公一开始就以为只是像以往一样是送荔枝干这种,能比较方便运输,不容易变质的,结果发现其实是同僚在坑他,这次是要在贵妃生辰的时候给贵妃送来新鲜的岭南荔枝,用比较时兴的词来说,这就是个送命题啊,鲜荔枝一日色变,两日香变,三日味变,同僚的还有杜甫跟韩承,都觉得老李可以直接写休书了,保全家人,不然就是全家送命,李善德也觉得基本算是判刑了,而且其实是这事被转了几次,最后到老李所在的上林署,主管为了骗他接下这个活还特意在文书上把荔枝鲜的“鲜”字贴住,那会叫做“贴黄”,变成了荔枝“煎”,所以说官场险恶,大家都想把这烫手山芋丢出去,结果丢到了我们老实的老李头上,但是从接到这个通知到贵妃的生辰六月初一还有挺长的时间,其实这个活虽然送命,但是在前期这个“荔枝使”也基本就是类似带着尚方宝剑,御赐黄马褂的职位,随便申请经费,不必像常规的部门费用需要定预算,申请后再层层审批,而是特事特批特办的耍赖做法,所以在这段时间是能够潇洒挥霍一下的。其实可以好好地捞一波给妻女,然后写下和离,在自己死后能让她们过的好一些,但最后还是在杜甫的一番劝导下做出了尝试一番的决定,因为也没其他办法,既是退无可退,何不向前拼死一搏,其实说到这,我觉得看这本书感觉有所收获的第一点,有时候总觉得事情没戏了,想躺平放弃了,但是这样其实这个结果是不会变好的,尝试努力,拼尽全力搏一搏,说不定会有所改观,至少不会变更坏了。

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Leetcode 1260 二维网格迁移 ( Shift 2D Grid *Easy* ) 题解分析

题目介绍

Given a 2D grid of size m x n and an integer k. You need to shift the grid k times.

In one shift operation:

Element at grid[i][j] moves to grid[i][j + 1].
Element at grid[i][n - 1] moves to grid[i + 1][0].
Element at grid[m - 1][n - 1] moves to grid[0][0].
Return the 2D grid after applying shift operation k times.

示例

Example 1:

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 1
Output: [[9,1,2],[3,4,5],[6,7,8]]

Example 2:

Input: grid = [[3,8,1,9],[19,7,2,5],[4,6,11,10],[12,0,21,13]], k = 4
Output: [[12,0,21,13],[3,8,1,9],[19,7,2,5],[4,6,11,10]]

Example 3:

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 9
Output: [[1,2,3],[4,5,6],[7,8,9]]

提示

  • m == grid.length
  • n == grid[i].length
  • 1 <= m <= 50
  • 1 <= n <= 50
  • -1000 <= grid[i][j] <= 1000
  • 0 <= k <= 100

解析

这个题主要是矩阵或者说数组的操作,并且题目要返回的是个 List,所以也不用原地操作,只需要找对位置就可以了,k 是多少就相当于让这个二维数组头尾衔接移动 k 个元素

代码

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public List<List<Integer>> shiftGrid(int[][] grid, int k) {
// 行数
int m = grid.length;
// 列数
int n = grid[0].length;
// 偏移值,取下模
k = k % (m * n);
// 反向取下数量,因为我打算直接从头填充新的矩阵
/*
* 比如
* 1 2 3
* 4 5 6
* 7 8 9
* 需要变成
* 9 1 2
* 3 4 5
* 6 7 8
* 就要从 9 开始填充
*/
int reverseK = m * n - k;
List<List<Integer>> matrix = new ArrayList<>();
// 这类就是两层循环
for (int i = 0; i < m; i++) {
List<Integer> line = new ArrayList<>();
for (int j = 0; j < n; j++) {
// 数量会随着循环迭代增长, 确认是第几个
int currentNum = reverseK + i * n + (j + 1);
// 这里处理下到达矩阵末尾后减掉 m * n
if (currentNum > m * n) {
currentNum -= m * n;
}
// 根据矩阵列数 n 算出在原来矩阵的位置
int last = (currentNum - 1) % n;
int passLine = (currentNum - 1) / n;

line.add(grid[passLine][last]);
}
matrix.add(line);
}
return matrix;
}

结果数据


比较慢

0%
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Leetcode 1260 二维网格迁移 ( Shift 2D Grid *Easy* ) 题解分析

题目介绍

Given a 2D grid of size m x n and an integer k. You need to shift the grid k times.

In one shift operation:

Element at grid[i][j] moves to grid[i][j + 1].
Element at grid[i][n - 1] moves to grid[i + 1][0].
Element at grid[m - 1][n - 1] moves to grid[0][0].
Return the 2D grid after applying shift operation k times.

示例

Example 1:

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 1
Output: [[9,1,2],[3,4,5],[6,7,8]]

Example 2:

Input: grid = [[3,8,1,9],[19,7,2,5],[4,6,11,10],[12,0,21,13]], k = 4
Output: [[12,0,21,13],[3,8,1,9],[19,7,2,5],[4,6,11,10]]

Example 3:

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 9
Output: [[1,2,3],[4,5,6],[7,8,9]]

提示

  • m == grid.length
  • n == grid[i].length
  • 1 <= m <= 50
  • 1 <= n <= 50
  • -1000 <= grid[i][j] <= 1000
  • 0 <= k <= 100

解析

这个题主要是矩阵或者说数组的操作,并且题目要返回的是个 List,所以也不用原地操作,只需要找对位置就可以了,k 是多少就相当于让这个二维数组头尾衔接移动 k 个元素

代码

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public List<List<Integer>> shiftGrid(int[][] grid, int k) {
// 行数
int m = grid.length;
// 列数
int n = grid[0].length;
// 偏移值,取下模
k = k % (m * n);
// 反向取下数量,因为我打算直接从头填充新的矩阵
/*
* 比如
* 1 2 3
* 4 5 6
* 7 8 9
* 需要变成
* 9 1 2
* 3 4 5
* 6 7 8
* 就要从 9 开始填充
*/
int reverseK = m * n - k;
List<List<Integer>> matrix = new ArrayList<>();
// 这类就是两层循环
for (int i = 0; i < m; i++) {
List<Integer> line = new ArrayList<>();
for (int j = 0; j < n; j++) {
// 数量会随着循环迭代增长, 确认是第几个
int currentNum = reverseK + i * n + (j + 1);
// 这里处理下到达矩阵末尾后减掉 m * n
if (currentNum > m * n) {
currentNum -= m * n;
}
// 根据矩阵列数 n 算出在原来矩阵的位置
int last = (currentNum - 1) % n;
int passLine = (currentNum - 1) / n;

line.add(grid[passLine][last]);
}
matrix.add(line);
}
return matrix;
}

结果数据


比较慢

0%
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Leetcode 16 最接近的三数之和 ( 3Sum Closest *Medium* ) 题解分析

题目介绍

Given an integer array nums of length n and an integer target, find three integers in nums such that the sum is closest to target.

Return the sum of the three integers.

You may assume that each input would have exactly one solution.

简单解释下就是之前是要三数之和等于目标值,现在是找到最接近的三数之和。

示例

Example 1:

Input: nums = [-1,2,1,-4], target = 1
Output: 2
Explanation: The sum that is closest to the target is 2. (-1 + 2 + 1 = 2).

Example 2:

Input: nums = [0,0,0], target = 1
Output: 0

Constraints:

  • 3 <= nums.length <= 1000
  • -1000 <= nums[i] <= 1000
  • -10^4 <= target <= 10^4

简单解析

这个题思路上来讲不难,也是用原来三数之和的方式去做,利用”双指针法”或者其它描述法,但是需要简化逻辑

code

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public int threeSumClosest(int[] nums, int target) {
Arrays.sort(nums);
// 当前最近的和
int closestSum = nums[0] + nums[1] + nums[nums.length - 1];
for (int i = 0; i < nums.length - 2; i++) {
if (i == 0 || nums[i] != nums[i - 1]) {
// 左指针
int left = i + 1;
// 右指针
int right = nums.length - 1;
// 判断是否遍历完了
while (left < right) {
// 当前的和
int sum = nums[i] + nums[left] + nums[right];
// 小优化,相等就略过了
while (left < right && nums[left] == nums[left + 1]) {
left++;
}
while (left < right && nums[right] == nums[right - 1]) {
right--;
}
// 这里判断,其实也还是希望趋近目标值
if (sum < target) {
left++;
} else {
right--;
}
// 判断是否需要替换
if (Math.abs(sum - target) < Math.abs(closestSum - target)) {
closestSum = sum;
}
}
}
}
return closestSum;
}

结果

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Leetcode 16 最接近的三数之和 ( 3Sum Closest *Medium* ) 题解分析

题目介绍

Given an integer array nums of length n and an integer target, find three integers in nums such that the sum is closest to target.

Return the sum of the three integers.

You may assume that each input would have exactly one solution.

简单解释下就是之前是要三数之和等于目标值,现在是找到最接近的三数之和。

示例

Example 1:

Input: nums = [-1,2,1,-4], target = 1
Output: 2
Explanation: The sum that is closest to the target is 2. (-1 + 2 + 1 = 2).

Example 2:

Input: nums = [0,0,0], target = 1
Output: 0

Constraints:

  • 3 <= nums.length <= 1000
  • -1000 <= nums[i] <= 1000
  • -10^4 <= target <= 10^4

简单解析

这个题思路上来讲不难,也是用原来三数之和的方式去做,利用”双指针法”或者其它描述法,但是需要简化逻辑

code

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public int threeSumClosest(int[] nums, int target) {
Arrays.sort(nums);
// 当前最近的和
int closestSum = nums[0] + nums[1] + nums[nums.length - 1];
for (int i = 0; i < nums.length - 2; i++) {
if (i == 0 || nums[i] != nums[i - 1]) {
// 左指针
int left = i + 1;
// 右指针
int right = nums.length - 1;
// 判断是否遍历完了
while (left < right) {
// 当前的和
int sum = nums[i] + nums[left] + nums[right];
// 小优化,相等就略过了
while (left < right && nums[left] == nums[left + 1]) {
left++;
}
while (left < right && nums[right] == nums[right - 1]) {
right--;
}
// 这里判断,其实也还是希望趋近目标值
if (sum < target) {
left++;
} else {
right--;
}
// 判断是否需要替换
if (Math.abs(sum - target) < Math.abs(closestSum - target)) {
closestSum = sum;
}
}
}
}
return closestSum;
}

结果

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 278 第一个错误的版本 ( First Bad Version *Easy* ) 题解分析

题目介绍

You are a product manager and currently leading a team to develop a new product. Unfortunately, the latest version of your product fails the quality check. Since each version is developed based on the previous version, all the versions after a bad version are also bad.

Suppose you have n versions [1, 2, ..., n] and you want to find out the first bad one, which causes all the following ones to be bad.

You are given an API bool isBadVersion(version) which returns whether version is bad. Implement a function to find the first bad version. You should minimize the number of calls to the API.

示例

Example 1:

Input: n = 5, bad = 4
Output: 4
Explanation:
call isBadVersion(3) -> false
call isBadVersion(5) -> true
call isBadVersion(4) -> true
Then 4 is the first bad version.

Example 2:

Input: n = 1, bad = 1
Output: 1

简析

简单来说就是一个二分查找,但是这个问题其实处理起来还是需要搞清楚一些边界问题

代码

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public int firstBadVersion(int n) {
// 类似于双指针法
int left = 1, right = n, mid;
while (left < right) {
// 取中点
mid = left + (right - left) / 2;
// 如果不是错误版本,就往右找
if (!isBadVersion(mid)) {
left = mid + 1;
} else {
// 如果是的话就往左查找
right = mid;
}
}
// 这里考虑交界情况是,在上面循环中如果 left 是好的,right 是坏的,那进入循环的时候 mid == left
// 然后 left = mid + 1 就会等于 right,循环条件就跳出了,此时 left 就是那个起始的错误点了
// 其实这两个是同一个值
return left;
}

往右移动示例

往左移动示例

结果

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What hurts more, the pain of hard work or the pain of regret?

Leetcode 278 第一个错误的版本 ( First Bad Version *Easy* ) 题解分析

题目介绍

You are a product manager and currently leading a team to develop a new product. Unfortunately, the latest version of your product fails the quality check. Since each version is developed based on the previous version, all the versions after a bad version are also bad.

Suppose you have n versions [1, 2, ..., n] and you want to find out the first bad one, which causes all the following ones to be bad.

You are given an API bool isBadVersion(version) which returns whether version is bad. Implement a function to find the first bad version. You should minimize the number of calls to the API.

示例

Example 1:

Input: n = 5, bad = 4
Output: 4
Explanation:
call isBadVersion(3) -> false
call isBadVersion(5) -> true
call isBadVersion(4) -> true
Then 4 is the first bad version.

Example 2:

Input: n = 1, bad = 1
Output: 1

简析

简单来说就是一个二分查找,但是这个问题其实处理起来还是需要搞清楚一些边界问题

代码

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public int firstBadVersion(int n) {
// 类似于双指针法
int left = 1, right = n, mid;
while (left < right) {
// 取中点
mid = left + (right - left) / 2;
// 如果不是错误版本,就往右找
if (!isBadVersion(mid)) {
left = mid + 1;
} else {
// 如果是的话就往左查找
right = mid;
}
}
// 这里考虑交界情况是,在上面循环中如果 left 是好的,right 是坏的,那进入循环的时候 mid == left
// 然后 left = mid + 1 就会等于 right,循环条件就跳出了,此时 left 就是那个起始的错误点了
// 其实这两个是同一个值
return left;
}

往右移动示例

往左移动示例

结果

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Leetcode 885 螺旋矩阵 III ( Spiral Matrix III *Medium* ) 题解分析

题目介绍

You start at the cell (rStart, cStart) of an rows x cols grid facing east. The northwest corner is at the first row and column in the grid, and the southeast corner is at the last row and column.

You will walk in a clockwise spiral shape to visit every position in this grid. Whenever you move outside the grid’s boundary, we continue our walk outside the grid (but may return to the grid boundary later.). Eventually, we reach all rows * cols spaces of the grid.

Return an array of coordinates representing the positions of the grid in the order you visited them.

Example 1:

Input: rows = 1, cols = 4, rStart = 0, cStart = 0
Output: [[0,0],[0,1],[0,2],[0,3]]

Example 2:

Input: rows = 5, cols = 6, rStart = 1, cStart = 4
Output: [[1,4],[1,5],[2,5],[2,4],[2,3],[1,3],[0,3],[0,4],[0,5],[3,5],[3,4],[3,3],[3,2],[2,2],[1,2],[0,2],[4,5],[4,4],[4,3],[4,2],[4,1],[3,1],[2,1],[1,1],[0,1],[4,0],[3,0],[2,0],[1,0],[0,0]]

Constraints:

  • 1 <= rows, cols <= 100
  • 0 <= rStart < rows
  • 0 <= cStart < cols

简析

这个题主要是要相同螺旋矩阵的转变方向的边界判断,已经相同步长会行进两次这个规律,写代码倒不复杂

代码

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public int[][] spiralMatrixIII(int rows, int cols, int rStart, int cStart) {
int size = rows * cols;
int x = rStart, y = cStart;
// 返回的二维矩阵
int[][] matrix = new int[size][2];
// 传入的参数就是入口第一个
matrix[0][0] = rStart;
matrix[0][1] = cStart;
// 作为数量
int z = 1;
// 步进,1,1,2,2,3,3,4 ... 螺旋矩阵的增长
int a = 1;
// 方向 1 表示右,2 表示下,3 表示左,4 表示上
int dir = 1;
while (z < size) {
for (int i = 0; i < 2; i++) {
for (int j= 0; j < a; j++) {
// 处理方向
if (dir % 4 == 1) {
y++;
} else if (dir % 4 == 2) {
x++;
} else if (dir % 4 == 3) {
y--;
} else {
x--;
}
// 如果在实际矩阵内
if (x < rows && y < cols && x >= 0 && y >= 0) {
matrix[z][0] = x;
matrix[z][1] = y;
z++;
}
}
// 转变方向
dir++;
}
// 步进++
a++;
}
return matrix;
}

结果

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Leetcode 885 螺旋矩阵 III ( Spiral Matrix III *Medium* ) 题解分析

题目介绍

You start at the cell (rStart, cStart) of an rows x cols grid facing east. The northwest corner is at the first row and column in the grid, and the southeast corner is at the last row and column.

You will walk in a clockwise spiral shape to visit every position in this grid. Whenever you move outside the grid’s boundary, we continue our walk outside the grid (but may return to the grid boundary later.). Eventually, we reach all rows * cols spaces of the grid.

Return an array of coordinates representing the positions of the grid in the order you visited them.

Example 1:

Input: rows = 1, cols = 4, rStart = 0, cStart = 0
Output: [[0,0],[0,1],[0,2],[0,3]]

Example 2:

Input: rows = 5, cols = 6, rStart = 1, cStart = 4
Output: [[1,4],[1,5],[2,5],[2,4],[2,3],[1,3],[0,3],[0,4],[0,5],[3,5],[3,4],[3,3],[3,2],[2,2],[1,2],[0,2],[4,5],[4,4],[4,3],[4,2],[4,1],[3,1],[2,1],[1,1],[0,1],[4,0],[3,0],[2,0],[1,0],[0,0]]

Constraints:

  • 1 <= rows, cols <= 100
  • 0 <= rStart < rows
  • 0 <= cStart < cols

简析

这个题主要是要相同螺旋矩阵的转变方向的边界判断,已经相同步长会行进两次这个规律,写代码倒不复杂

代码

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public int[][] spiralMatrixIII(int rows, int cols, int rStart, int cStart) {
int size = rows * cols;
int x = rStart, y = cStart;
// 返回的二维矩阵
int[][] matrix = new int[size][2];
// 传入的参数就是入口第一个
matrix[0][0] = rStart;
matrix[0][1] = cStart;
// 作为数量
int z = 1;
// 步进,1,1,2,2,3,3,4 ... 螺旋矩阵的增长
int a = 1;
// 方向 1 表示右,2 表示下,3 表示左,4 表示上
int dir = 1;
while (z < size) {
for (int i = 0; i < 2; i++) {
for (int j= 0; j < a; j++) {
// 处理方向
if (dir % 4 == 1) {
y++;
} else if (dir % 4 == 2) {
x++;
} else if (dir % 4 == 3) {
y--;
} else {
x--;
}
// 如果在实际矩阵内
if (x < rows && y < cols && x >= 0 && y >= 0) {
matrix[z][0] = x;
matrix[z][1] = y;
z++;
}
}
// 转变方向
dir++;
}
// 步进++
a++;
}
return matrix;
}

结果

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Leetcode 1862 向下取整数对和 ( Sum of Floored Pairs *Hard* ) 题解分析

题目介绍

Given an integer array nums, return the sum of floor(nums[i] / nums[j]) for all pairs of indices 0 <= i, j < nums.length in the array. Since the answer may be too large, return it modulo 10^9 + 7.

The floor() function returns the integer part of the division.

对应中文
给你一个整数数组 nums ,请你返回所有下标对 0 <= i, j < nums.length 的 floor(nums[i] / nums[j]) 结果之和。由于答案可能会很大,请你返回答案对10^9 + 7 取余 的结果。

函数 floor() 返回输入数字的整数部分。

示例

Example 1:

Input: nums = [2,5,9]
Output: 10
Explanation:
floor(2 / 5) = floor(2 / 9) = floor(5 / 9) = 0
floor(2 / 2) = floor(5 / 5) = floor(9 / 9) = 1
floor(5 / 2) = 2
floor(9 / 2) = 4
floor(9 / 5) = 1
We calculate the floor of the division for every pair of indices in the array then sum them up.

Example 2:

Input: nums = [7,7,7,7,7,7,7]
Output: 49

Constraints:

  • 1 <= nums.length <= 10^5
  • 1 <= nums[i] <= 10^5

简析

这题不愧是 hard,要不是看了讨论区的一个大神的解答感觉从头做得想好久,
主要是两点,对于任何一个在里面的数,随便举个例子是 k,最简单的就是循环所有数对 k 除一下,
这样效率会很低,那么对于 k 有什么规律呢,就是对于所有小于 k 的数,往下取整都是 0,所以不用考虑,
对于所有大于 k 的数我们可以分成一个个的区间,[k,2k-1),[2k,3k-1),[3k,4k-1)……对于这些区间的
除了 k 往下取整,每个区间内的都是一样的,所以可以简化为对于任意一个 k,我只要知道与k 相同的有多少个,然后比 k 大的各个区间各有多少个数就可以了

代码

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static final int MAXE5 = 100_000;

static final int MODULUSE9 = 1_000_000_000 + 7;

public int sumOfFlooredPairs(int[] nums) {
int[] counts = new int[MAXE5+1];
for (int num : nums) {
counts[num]++;
}
// 这里就是很巧妙的给后一个加上前一个的值,这样其实前后任意两者之差就是这中间的元素数量
for (int i = 1; i <= MAXE5; i++) {
counts[i] += counts[i - 1];
}
long total = 0;
for (int i = 1; i <= MAXE5; i++) {
long sum = 0;
if (counts[i] == counts[i-1]) {
continue;
}
for (int j = 1; i*j <= MAXE5; j++) {
int min = i * j - 1;
int upper = i * (j + 1) - 1;
// 在每一个区间内的数量,
sum += (counts[Math.min(upper, MAXE5)] - counts[min]) * (long)j;
}
// 左边乘数的数量,即 i 位置的元素数量
total = (total + (sum % MODULUSE9 ) * (counts[i] - counts[i-1])) % MODULUSE9;
}
return (int)total;
}

贴出来大神的解析,解析

结果

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Leetcode 1862 向下取整数对和 ( Sum of Floored Pairs *Hard* ) 题解分析

题目介绍

Given an integer array nums, return the sum of floor(nums[i] / nums[j]) for all pairs of indices 0 <= i, j < nums.length in the array. Since the answer may be too large, return it modulo 10^9 + 7.

The floor() function returns the integer part of the division.

对应中文
给你一个整数数组 nums ,请你返回所有下标对 0 <= i, j < nums.length 的 floor(nums[i] / nums[j]) 结果之和。由于答案可能会很大,请你返回答案对10^9 + 7 取余 的结果。

函数 floor() 返回输入数字的整数部分。

示例

Example 1:

Input: nums = [2,5,9]
Output: 10
Explanation:
floor(2 / 5) = floor(2 / 9) = floor(5 / 9) = 0
floor(2 / 2) = floor(5 / 5) = floor(9 / 9) = 1
floor(5 / 2) = 2
floor(9 / 2) = 4
floor(9 / 5) = 1
We calculate the floor of the division for every pair of indices in the array then sum them up.

Example 2:

Input: nums = [7,7,7,7,7,7,7]
Output: 49

Constraints:

  • 1 <= nums.length <= 10^5
  • 1 <= nums[i] <= 10^5

简析

这题不愧是 hard,要不是看了讨论区的一个大神的解答感觉从头做得想好久,
主要是两点,对于任何一个在里面的数,随便举个例子是 k,最简单的就是循环所有数对 k 除一下,
这样效率会很低,那么对于 k 有什么规律呢,就是对于所有小于 k 的数,往下取整都是 0,所以不用考虑,
对于所有大于 k 的数我们可以分成一个个的区间,[k,2k-1),[2k,3k-1),[3k,4k-1)……对于这些区间的
除了 k 往下取整,每个区间内的都是一样的,所以可以简化为对于任意一个 k,我只要知道与k 相同的有多少个,然后比 k 大的各个区间各有多少个数就可以了

代码

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static final int MAXE5 = 100_000;

static final int MODULUSE9 = 1_000_000_000 + 7;

public int sumOfFlooredPairs(int[] nums) {
int[] counts = new int[MAXE5+1];
for (int num : nums) {
counts[num]++;
}
// 这里就是很巧妙的给后一个加上前一个的值,这样其实前后任意两者之差就是这中间的元素数量
for (int i = 1; i <= MAXE5; i++) {
counts[i] += counts[i - 1];
}
long total = 0;
for (int i = 1; i <= MAXE5; i++) {
long sum = 0;
if (counts[i] == counts[i-1]) {
continue;
}
for (int j = 1; i*j <= MAXE5; j++) {
int min = i * j - 1;
int upper = i * (j + 1) - 1;
// 在每一个区间内的数量,
sum += (counts[Math.min(upper, MAXE5)] - counts[min]) * (long)j;
}
// 左边乘数的数量,即 i 位置的元素数量
total = (total + (sum % MODULUSE9 ) * (counts[i] - counts[i-1])) % MODULUSE9;
}
return (int)total;
}

贴出来大神的解析,解析

结果

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Leetcode 747 至少是其他数字两倍的最大数 ( Largest Number At Least Twice of Others *Easy* ) 题解分析

题目介绍

You are given an integer array nums where the largest integer is unique.

Determine whether the largest element in the array is at least twice as much as every other number in the array. If it is, return the index of the largest element, or return -1 otherwise.
确认在数组中的最大数是否是其余任意数的两倍大及以上,如果是返回索引,如果不是返回-1

示例

Example 1:

Input: nums = [3,6,1,0]
Output: 1
Explanation: 6 is the largest integer.
For every other number in the array x, 6 is at least twice as big as x.
The index of value 6 is 1, so we return 1.

Example 2:

Input: nums = [1,2,3,4]
Output: -1
Explanation: 4 is less than twice the value of 3, so we return -1.

提示:

  • 2 <= nums.length <= 50
  • 0 <= nums[i] <= 100
  • The largest element in nums is unique.

简要解析

这个题easy是题意也比较简单,找最大值,并且最大值是其他任意值的两倍及以上,其实就是找最大值跟次大值,比较下就好了

代码

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public int dominantIndex(int[] nums) {
int largest = Integer.MIN_VALUE;
int second = Integer.MIN_VALUE;
int largestIndex = -1;
for (int i = 0; i < nums.length; i++) {
// 如果有最大的就更新,同时更新最大值和第二大的
if (nums[i] > largest) {
second = largest;
largest = nums[i];
largestIndex = i;
} else if (nums[i] > second) {
// 没有超过最大的,但是比第二大的更大就更新第二大的
second = nums[i];
}
}

// 判断下是否符合题目要求,要是所有值的两倍及以上
if (largest >= 2 * second) {
return largestIndex;
} else {
return -1;
}
}

通过图

第一次错了是把第二大的情况只考虑第一种,也有可能最大值完全没经过替换就变成最大值了

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Leetcode 747 至少是其他数字两倍的最大数 ( Largest Number At Least Twice of Others *Easy* ) 题解分析 | Nicksxs's Blog

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Leetcode 747 至少是其他数字两倍的最大数 ( Largest Number At Least Twice of Others *Easy* ) 题解分析

题目介绍

You are given an integer array nums where the largest integer is unique.

Determine whether the largest element in the array is at least twice as much as every other number in the array. If it is, return the index of the largest element, or return -1 otherwise.
确认在数组中的最大数是否是其余任意数的两倍大及以上,如果是返回索引,如果不是返回-1

示例

Example 1:

Input: nums = [3,6,1,0]
Output: 1
Explanation: 6 is the largest integer.
For every other number in the array x, 6 is at least twice as big as x.
The index of value 6 is 1, so we return 1.

Example 2:

Input: nums = [1,2,3,4]
Output: -1
Explanation: 4 is less than twice the value of 3, so we return -1.

提示:

  • 2 <= nums.length <= 50
  • 0 <= nums[i] <= 100
  • The largest element in nums is unique.

简要解析

这个题easy是题意也比较简单,找最大值,并且最大值是其他任意值的两倍及以上,其实就是找最大值跟次大值,比较下就好了

代码

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public int dominantIndex(int[] nums) {
int largest = Integer.MIN_VALUE;
int second = Integer.MIN_VALUE;
int largestIndex = -1;
for (int i = 0; i < nums.length; i++) {
// 如果有最大的就更新,同时更新最大值和第二大的
if (nums[i] > largest) {
second = largest;
largest = nums[i];
largestIndex = i;
} else if (nums[i] > second) {
// 没有超过最大的,但是比第二大的更大就更新第二大的
second = nums[i];
}
}

// 判断下是否符合题目要求,要是所有值的两倍及以上
if (largest >= 2 * second) {
return largestIndex;
} else {
return -1;
}
}

通过图

第一次错了是把第二大的情况只考虑第一种,也有可能最大值完全没经过替换就变成最大值了

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Leetcode 25 Reverse Nodes in k-Group 题解分析-再解分析

上一次主要是给了一个解题方案,没有具体讲解,这次又做到了就来看下几种方案,链表转置一直是我比较疑惑的问题,特别是边界处理,而这个问题要把难度加大了
我先讲一下我一开始的思路和解题方法,首先就是写一个转置方法,就处理 k 个一组的内部转置,然后外部循环处理分组以及前后连接等问题,但是这里就涉及到一个问题,就是前后连接的话对于整个链表头,也就是第一个 k 元素组来说,头是个空的,就需要额外处理,一开始就是用判空做额外处理,然后在前后连接的时候也有一些困扰,看了自己的代码库发现其实之前也做过,而且发现这个思路跟以前做的还是一样的,只不过在处理 k 个元素内部的转置的时候有了点差异

一开始的思路是这样的,想了下其实还是比较有问题,从处理难度上来说,在 k 组内处理的时候一开始 A 节点会是悬空的,然后得处理到组内最后一个元素的时候再接上,逻辑会更复杂,而另一种思路就是直接把 A 先挪到 C 后面,这样每次只需要移动一个,可能思路上会更清晰一点

也就是这样的,这种方案就是之前发过的题解代码,上一篇

而最后这种则代码会简单一些,但是需要一定的理解成本,比较重要的一点是我们加了个虚拟的头结点,第一步会先获取下链表的总长度,然后在内循环里处理转置,重点就是分四步,
也就是图里的,第一步先把 cur 的下一个节点设置成 next 的 next 节点,这里就是图里 A 连接到 C,第二步是把 next 的 next 节点设置成虚拟头的 next节点,第三步是把 pre 的next 节点设置成 next,第四步是 next 往后移动

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cur.next = next.next;
next.next = pre.next;
pre.next = next;
next = cur.next;


在备注下代码

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Leetcode 25 Reverse Nodes in k-Group 题解分析-再解分析

上一次主要是给了一个解题方案,没有具体讲解,这次又做到了就来看下几种方案,链表转置一直是我比较疑惑的问题,特别是边界处理,而这个问题要把难度加大了
我先讲一下我一开始的思路和解题方法,首先就是写一个转置方法,就处理 k 个一组的内部转置,然后外部循环处理分组以及前后连接等问题,但是这里就涉及到一个问题,就是前后连接的话对于整个链表头,也就是第一个 k 元素组来说,头是个空的,就需要额外处理,一开始就是用判空做额外处理,然后在前后连接的时候也有一些困扰,看了自己的代码库发现其实之前也做过,而且发现这个思路跟以前做的还是一样的,只不过在处理 k 个元素内部的转置的时候有了点差异

一开始的思路是这样的,想了下其实还是比较有问题,从处理难度上来说,在 k 组内处理的时候一开始 A 节点会是悬空的,然后得处理到组内最后一个元素的时候再接上,逻辑会更复杂,而另一种思路就是直接把 A 先挪到 C 后面,这样每次只需要移动一个,可能思路上会更清晰一点

也就是这样的,这种方案就是之前发过的题解代码,上一篇

而最后这种则代码会简单一些,但是需要一定的理解成本,比较重要的一点是我们加了个虚拟的头结点,第一步会先获取下链表的总长度,然后在内循环里处理转置,重点就是分四步,
也就是图里的,第一步先把 cur 的下一个节点设置成 next 的 next 节点,这里就是图里 A 连接到 C,第二步是把 next 的 next 节点设置成虚拟头的 next节点,第三步是把 pre 的next 节点设置成 next,第四步是 next 往后移动

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cur.next = next.next;
next.next = pre.next;
pre.next = next;
next = cur.next;


在备注下代码

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Leetcode 572 Subtree of Another Tree 题解分析

题目介绍

Given the roots of two binary trees root and subRoot, return true if there is a subtree of root with the same structure and node values of subRoot and false otherwise.

A subtree of a binary tree tree is a tree that consists of a node in tree and all of this node’s descendants. The tree tree could also be considered as a subtree of itself.

示例 1

Input: root = [3,4,5,1,2], subRoot = [4,1,2]
Output: true

示例 2

Input: root = [3,4,5,1,2,null,null,null,null,0], subRoot = [4,1,2]
Output: false

解析

需要判断subRoot 为根节点的这棵树是不是 root 为根节点的这个树的子树,题应该不是特别难理解,只是需要注意,这里是子树,而不是一个子结构,也就是示例 2 的判断结果是 false,因为左边子树还有个 0,只能认为是左边的一部分,但不是子树,思路分析也不难,就是递归去判断,只不过是两种维度,第一种就是找到子树的根节点,也就是在 root 树找到 subRoot 的根节点相同的节点,这个就会用到递归,如果找到了一个,就开始递归的对比所有子节点,必须完全一样

代码

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public boolean isSubtree(TreeNode root, TreeNode subRoot) {
if (subRoot == null || root == null) {
return false;
}
if (root.val == subRoot.val) {
// 如果 root 节点跟 subRoot 节点相同,就开始递归对比所有的子节点
if (isSameTree(root.left, subRoot.left) && isSameTree(root.right, subRoot.right)) {
return true;
}
}
// 如果 root 节点不同,就开始递归往下找与 subRoot 相同的起始节点,这里是或的关系,因为在左右子树任一找到一个就行
return isSubtree(root.left, subRoot) || isSubtree(root.right, subRoot);
}
// 需要完全相同,也就是说不能像示例 2 那样多一个子节点这种,以及其他不同的情况,反正就是要完全一样
public boolean isSameTree(TreeNode root, TreeNode subTree) {
// 如果递归到这个节点都为空也认为是相同的
if (root == null && subTree == null) {
return true;
}
// 因为有前面的判断,这里就隐含了 subTree != null 这个条件
if (root == null) {
return false;
}
// 也因为有前面的判断,这里就隐含了 root != null 这个条件
if (subTree == null) {
return false;
}
// 两个都不为空,但是值不相同,也是 false
if (root.val != subTree.val) {
return false;
}
// 跟节点相同,就开始递归判断左右子树,必须两者都相同
return isSameTree(root.left, subTree.left) && isSameTree(root.right, subTree.right);
}
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Leetcode 572 Subtree of Another Tree 题解分析

题目介绍

Given the roots of two binary trees root and subRoot, return true if there is a subtree of root with the same structure and node values of subRoot and false otherwise.

A subtree of a binary tree tree is a tree that consists of a node in tree and all of this node’s descendants. The tree tree could also be considered as a subtree of itself.

示例 1

Input: root = [3,4,5,1,2], subRoot = [4,1,2]
Output: true

示例 2

Input: root = [3,4,5,1,2,null,null,null,null,0], subRoot = [4,1,2]
Output: false

解析

需要判断subRoot 为根节点的这棵树是不是 root 为根节点的这个树的子树,题应该不是特别难理解,只是需要注意,这里是子树,而不是一个子结构,也就是示例 2 的判断结果是 false,因为左边子树还有个 0,只能认为是左边的一部分,但不是子树,思路分析也不难,就是递归去判断,只不过是两种维度,第一种就是找到子树的根节点,也就是在 root 树找到 subRoot 的根节点相同的节点,这个就会用到递归,如果找到了一个,就开始递归的对比所有子节点,必须完全一样

代码

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public boolean isSubtree(TreeNode root, TreeNode subRoot) {
if (subRoot == null || root == null) {
return false;
}
if (root.val == subRoot.val) {
// 如果 root 节点跟 subRoot 节点相同,就开始递归对比所有的子节点
if (isSameTree(root.left, subRoot.left) && isSameTree(root.right, subRoot.right)) {
return true;
}
}
// 如果 root 节点不同,就开始递归往下找与 subRoot 相同的起始节点,这里是或的关系,因为在左右子树任一找到一个就行
return isSubtree(root.left, subRoot) || isSubtree(root.right, subRoot);
}
// 需要完全相同,也就是说不能像示例 2 那样多一个子节点这种,以及其他不同的情况,反正就是要完全一样
public boolean isSameTree(TreeNode root, TreeNode subTree) {
// 如果递归到这个节点都为空也认为是相同的
if (root == null && subTree == null) {
return true;
}
// 因为有前面的判断,这里就隐含了 subTree != null 这个条件
if (root == null) {
return false;
}
// 也因为有前面的判断,这里就隐含了 root != null 这个条件
if (subTree == null) {
return false;
}
// 两个都不为空,但是值不相同,也是 false
if (root.val != subTree.val) {
return false;
}
// 跟节点相同,就开始递归判断左右子树,必须两者都相同
return isSameTree(root.left, subTree.left) && isSameTree(root.right, subTree.right);
}
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https://nicksxs.me/2021/12/26/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E5%8E%9F%E7%90%86%E5%88%9D%E7%AF%87/ 2022-06-11 - https://nicksxs.me/2021/12/26/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E5%8E%9F%E7%90%86%E5%88%9D%E7%AF%87/ + https://nicksxs.me/2021/04/04/%E8%81%8A%E8%81%8A-dubbo-%E7%9A%84%E7%BA%BF%E7%A8%8B%E6%B1%A0/ 2022-06-11 @@ -925,11 +925,11 @@ 2020-01-18 - https://nicksxs.me/2015/04/14/Add-Two-Number/ + https://nicksxs.me/2016/08/14/34-Search-for-a-Range/ 2020-01-12 - https://nicksxs.me/2016/08/14/34-Search-for-a-Range/ + https://nicksxs.me/2015/04/14/Add-Two-Number/ 2020-01-12 @@ -965,11 +965,11 @@ 2020-01-12 - https://nicksxs.me/2019/06/18/openresty/ + https://nicksxs.me/2016/10/11/minimum-size-subarray-sum-209/ 2020-01-12 - https://nicksxs.me/2016/10/11/minimum-size-subarray-sum-209/ + https://nicksxs.me/2019/06/18/openresty/ 2020-01-12 @@ -1001,11 +1001,11 @@ 2020-01-12 - https://nicksxs.me/2015/01/04/Path-Sum/ + 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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}分类: gc | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}分类: gc | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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What hurts more, the pain of hard work or the pain of regret?

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}分类: Java | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}分类: java | Nicksxs's Blog

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

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\ No newline at end of file diff --git a/leancloud.memo b/leancloud.memo index 0ef247dc3e..b3f5b2ee08 100644 --- a/leancloud.memo +++ b/leancloud.memo @@ -265,4 +265,5 @@ {"title":"用 ollama 本地运行谷歌开源大模型 Gemma","url":"/2024/03/24/用-ollama-本地运行大模型/"}, {"title":"折腾记-给玩客云刷上Armbian","url":"/2024/03/31/折腾记-给玩客云刷上Armbian/"}, {"title":"Headscale渐入佳境-路由设置","url":"/2024/04/07/Headscale渐入佳境-路由设置/"}, +{"title":"Headscale下篇-自定义中转derper","url":"/2024/04/14/Headscale下篇-自定义中转derper/"}, ] \ No newline at end of file diff --git a/leancloud_counter_security_urls.json b/leancloud_counter_security_urls.json index d5185915e5..b1d7674a8c 100644 --- a/leancloud_counter_security_urls.json +++ b/leancloud_counter_security_urls.json @@ -1 +1 @@ -[{"title":"2019年终总结","url":"/2020/02/01/2019年终总结/"},{"title":"村上春树《1Q84》读后感","url":"/2019/12/18/1Q84读后感/"},{"title":"2020 年终总结","url":"/2021/03/31/2020-年终总结/"},{"title":"2022 年终总结","url":"/2023/01/15/2022-年终总结/"},{"title":"2021 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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

拖更原因

这篇年终总结本来应该在农历过完年就出来的,结果是对没有受疫情影响的春节放假时间空闲情况预估太良好,虽然公司调了几天假,但是因为春节期间疫情状况比较好,本来酒店都不让接待聚餐什么的,后来统统放开,结果就是从初一到初六每天要不就是去亲戚家,要不就是去酒店饭店吃饭,计划很丰满,现实很骨感,时间感觉一下就没了,然后年后感觉有点犯懒了,所以才拖到现在。

生活-健身跑步

去年(19 年)的时候跑步突破了 300 公里,然后20 年给自己定了个 400 公里的目标,结果意料之中的没成功,原因可能疫情算一点吧,后面买了跑步机之后,基本周末回家都能跑一下,但是最后还是只跑了300 多公里,总的keep 记录跑量也没超过 1000 公里,所以跑步这个目标还是没成功的,不过还算是比去年多跑一点,这样也算后面好突破点,后面的目标就不定的太高了,每年能比前一年多一点就好,其实跑步已经从一种减肥方式变成一种习惯了,一周一次的跑步已经比较难有效减重了,但是对于保持精力和身体状态还是很有效和重要的,只是对于目前的体重还是要多减下去一些跑步才好,太重了对膝盖负担太大了,可惜还是时间呐,游泳骑车什么的都需要更苛刻的条件和时间,饮食呢控制起来比较难(贪吃
终于在 3 月底之前跑到了 1000 公里,迟了三个月,不过也总算达到了,只是体重控制还是不行,有试着走走楼梯,但是感觉对膝盖负担比较大,得再想想用什么方式

技术成长

一直提不起笔来写这篇年终总结还有个比较大的原因是觉得20 年的成长不如预期,大小目标都没怎么完成,比如深入了解 jvm,是想能有些深入的见解,而不再是某些点的比较片面的理解,系统性的归纳总结也比较少,每个方向或多或少有些看法和理解,但是不全面,一些东西看过了也会忘记,需要温故而知新,比如 AQS 的内容,第一次读其实理解比较浅,后面就强迫自己去读,去写,才有了一些比之前更深入的理解,因为很多文章都是带有作者思路的引导,适不适合自己都要看是否能从他的思路把它看懂,有些就差别很大,这个跟看书也一样,有些书大众一致推荐,一般情况下大多是经典的好的,但是也有可能是不太适合自己的,可能有时候机缘巧合看到的反而让人茅塞顿开,在 todo 里已经积攒了好多的点和面需要去学习实践,一方面是自己懒,一方面是时间也相对偏少,看看 21 年能不能有所提升,加强“时间管理”,哈哈

技术上主要是看了 mysql 的 mvcc 相关内容,rocketmq 的,redis 的代码,还有 mybatis 等,其实每一个都能写很多,也有很多值得学习的,需要全面系统学习,之前想好好画一个思维导图,将整个技术体系都梳理下,还只做了一点点,方式也有点问题,应该从大到小,而不是深度优先,细节有很多,每一个方面都有自己比较熟悉擅长的,也有不太了解的,可以做一个评分,这个也是亟待改善的,希望今年能完成。

博客

博客方面 20 年一年整是写了 53 篇,差不多是一周一篇的节奏,这个还是不错的,虽然博客质量参差不齐,但是这个更新频率还是比较好的,并且也定了个潜规则,可以一周技术一周生活,这样能缓解水文的频率,提高些技术文章的质量,虽然结果并没有好多少,不过感觉还是可以这么坚持的,能提高一些技术文章的质量那就更好了

top 命令在日常的 Linux 使用中,特别是做一些服务器的简单状态查看,排查故障都起了比较大的作用,但是由于这个命令看到的东西比较多,一般只会看部分,或者说像我这样就会比较片面地看一些信息,比如默认是进程维度的,可以在启动命令的时候加-H进入线程模式

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-H  :Threads-mode operation
Instructs top to display individual threads. Without this command-line option a summation of all threads in each process is shown. Later
this can be changed with the `H' interactive command.

这样就能用在 Java 中去 jstack 中找到对应的线程
其实还有比较重要的两个操作,
一个是在 top 启动状态下,按c键,这样能把比如说是一个 Java 进程,具体的进程命令显示出来
像这样
执行前是这样

执行后是这样

第二个就是排序了

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SORTING of task window

For compatibility, this top supports most of the former top sort keys. Since this is primarily a service to former top users, these commands
do not appear on any help screen.
command sorted-field supported
A start time (non-display) No
M %MEM Yes
N PID Yes
P %CPU Yes
T TIME+ Yes

Before using any of the following sort provisions, top suggests that you temporarily turn on column highlighting using the `x' interactive com‐
mand. That will help ensure that the actual sort environment matches your intent.

The following interactive commands will only be honored when the current sort field is visible. The sort field might not be visible because:
1) there is insufficient Screen Width
2) the `f' interactive command turned it Off

< :Move-Sort-Field-Left
Moves the sort column to the left unless the current sort field is the first field being displayed.

> :Move-Sort-Field-Right
Moves the sort column to the right unless the current sort field is the last field being displayed.

查看 man page 可以找到这一段,其实一般 man page 都是最细致的,只不过因为太多了,有时候懒得看,这里可以通过大写 M 和大写 P 分别按内存和 CPU 排序,下面还有两个小技巧,通过按 x 可以将当前活跃的排序列用不同颜色标出来,然后可以通过<>直接左右移动排序列

事情源于周末来回家发生的两件事情,先是回去的时候从高铁下车要坐公交,现在算是有个比较好的临时候车点了,但是可能由于疫情好转,晚上都不用检查健康码就可以进候车点,但是上公交的时候还是需要看健康码,一般情况下从高铁下来的,各个地方的人都有,而且也不太清楚这边上公交车需要查验健康码,我的一个看法是候车的时候就应该放个横幅告示,或者再配合喇叭循环播放,请提前准备好健康码,上车前需要查验,因为像这周的情况,我乘坐的那辆车是间隔时间比较长,而且终点是工业开发区,可能是比较多外来务工人员的目的地,正好这部分人可能对于操作手机检验健康码这个事情不太熟悉,所以结果就是头上几个不知道怎么搞出来健康码,然后让几乎有满满一整车的人在后面堵着,司机又非常厌烦那些没有提前出示健康码的,有位乘客搞得久了点,还被误以为没刷卡买票,差点吵起来,其实公共交通或者高铁站负责的在公交指引路线上多写一句上车前需要查验健康码,可能就能改善比较多,还有就是那个积水的路,这个吐槽起来就一大坨了,整个绍兴像 dayuejin 一样到处都是破路。
第二个就是来杭州的时候,经过人行横道,远处车道的公交车停下来等我们了,为了少添麻烦总想快点穿过去,但是这时靠近我们的车道(晚上光线较暗,可见度不佳)有一辆从远处来的奥迪 A4 还是 A5 这种的车反而想加速冲过去,如果少看一下可能我已经残了,交规考的靠近人行道要减速好像基本都是个摆设了,杭州也只有公交车因为一些考核指标原因会主动礼让,人其实需要有同理心,虽然可能有些人是开车多于骑车走路的,但是总也不可能永远不穿人行道吧,甚至这些人可能还会在人行道红灯的时候走过去。这个事情不是吐槽公共交通的,只是也有些许关系,想起来还有一件事也是刚才来杭州的时候看到的,等公交的时候看到有辆路虎要加塞,而目标车道刚好是辆大货车,大货车看到按了喇叭,路虎犹豫了下还是挤进去了,可能是对路虎的扛撞性能非常自信吧,反正我是挺后怕的,这种级别的车,被撞了的话估计还是鸡蛋撞石头,吨位惯性在那,这里再延伸下,挺多开豪车的人好像都觉得这路上路权更大一些,谁谁都得让着他,可能实际吃亏的不多,所以越加巩固了这种思维,当真的碰到不管的可能就会明白了,路权这个事情在天朝也基本没啥人重视,也没想说个结论,就到这吧

题目介绍

You are given an array prices where prices[i] is the price of a given stock on the ith day.

You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock.

Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return 0.

给定一个数组 prices ,它的第 i 个元素 prices[i] 表示一支给定股票第 i 天的价格。

你只能选择 某一天 买入这只股票,并选择在 未来的某一个不同的日子 卖出该股票。设计一个算法来计算你所能获取的最大利润。

返回你可以从这笔交易中获取的最大利润。如果你不能获取任何利润,返回 0

简单分析

其实这个跟二叉树的最长路径和有点类似,需要找到整体的最大收益,但是在迭代过程中需要一个当前的值

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int maxSofar = 0;
public int maxProfit(int[] prices) {
if (prices.length <= 1) {
return 0;
}
int maxIn = prices[0];
int maxOut = prices[0];
for (int i = 1; i < prices.length; i++) {
if (maxIn > prices[i]) {
// 当循环当前值小于之前的买入值时就当成买入值,同时卖出也要更新
maxIn = prices[i];
maxOut = prices[i];
}
if (prices[i] > maxOut) {
// 表示一个可卖出点,即比买入值高时
maxOut = prices[i];
// 需要设置一个历史值
maxSofar = Math.max(maxSofar, maxOut - maxIn);
}
}
return maxSofar;
}

总结下

一开始看到 easy 就觉得是很简单,就没有 maxSofar ,但是一提交就出现问题了
对于[2, 4, 1]这种就会变成 0,所以还是需要一个历史值来存放历史最大值,这题有点动态规划的意思

最近看了下这本垃圾回收算法手册,看到了第三章的标记-整理回收算法,做个简单的读书笔记

双指针整理算法

对于一块待整理区域,通过两个指针,free 在区域的起始端,scan 指针在区域的末端,free 指针从前往后知道找到空闲区域,scan 从后往前一直找到存活对象,当 free 指针未与 scan 指针交叉时,会给 scan 位置的对象特定位置标记上 free 的地址,即将要转移的地址,不过这里有个限制,这种整理算法一般会用于对象大小统一的情况,否则 free 指针扫描时还需要匹配scan 指针扫描到的存活对象的大小。

Lisp 2 整理算法

需要三次完整遍历堆区域
第一遍是遍历后将计算出所有对象的最终地址(转发地址)
第二遍是使用转发地址更新赋值器线程根以及被标记对象中的引用,该操作将确保它们指向对象的新位置
第三次遍历是relocate最终将存活对象移动到其新的目标位置

引线整理算法

这个真的长见识了,

可以看到,原来是 A,B,C 对象引用了 N,这里会在第一次遍历的时候把这种引用反过来,让 N 的对象头部保存下 A 的地址,表示这类引用,然后在遍历到 B 的时候在链起来,到最后就会把所有引用了 N 对象的所有对象通过引线链起来,在第二次遍历的时候就把更新A,B,C 对象引用的 N 地址,并且移动 N 对象

单次遍历算法

这个一直提到过位图的实现方式,

可以看到在第一步会先通过位图标记,标记的方式是位图的每一位对应的堆内存的一个字(这里可能指的是 byte 吧),然后将一个存活对象的内存区域的第一个字跟最后一个字标记,这里如果在通过普通的方式就还需要一个地方在存转发地址,但是因为具体的位置可以通过位图算出来,也就不需要额外记录了

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

拖更原因

这篇年终总结本来应该在农历过完年就出来的,结果是对没有受疫情影响的春节放假时间空闲情况预估太良好,虽然公司调了几天假,但是因为春节期间疫情状况比较好,本来酒店都不让接待聚餐什么的,后来统统放开,结果就是从初一到初六每天要不就是去亲戚家,要不就是去酒店饭店吃饭,计划很丰满,现实很骨感,时间感觉一下就没了,然后年后感觉有点犯懒了,所以才拖到现在。

生活-健身跑步

去年(19 年)的时候跑步突破了 300 公里,然后20 年给自己定了个 400 公里的目标,结果意料之中的没成功,原因可能疫情算一点吧,后面买了跑步机之后,基本周末回家都能跑一下,但是最后还是只跑了300 多公里,总的keep 记录跑量也没超过 1000 公里,所以跑步这个目标还是没成功的,不过还算是比去年多跑一点,这样也算后面好突破点,后面的目标就不定的太高了,每年能比前一年多一点就好,其实跑步已经从一种减肥方式变成一种习惯了,一周一次的跑步已经比较难有效减重了,但是对于保持精力和身体状态还是很有效和重要的,只是对于目前的体重还是要多减下去一些跑步才好,太重了对膝盖负担太大了,可惜还是时间呐,游泳骑车什么的都需要更苛刻的条件和时间,饮食呢控制起来比较难(贪吃
终于在 3 月底之前跑到了 1000 公里,迟了三个月,不过也总算达到了,只是体重控制还是不行,有试着走走楼梯,但是感觉对膝盖负担比较大,得再想想用什么方式

技术成长

一直提不起笔来写这篇年终总结还有个比较大的原因是觉得20 年的成长不如预期,大小目标都没怎么完成,比如深入了解 jvm,是想能有些深入的见解,而不再是某些点的比较片面的理解,系统性的归纳总结也比较少,每个方向或多或少有些看法和理解,但是不全面,一些东西看过了也会忘记,需要温故而知新,比如 AQS 的内容,第一次读其实理解比较浅,后面就强迫自己去读,去写,才有了一些比之前更深入的理解,因为很多文章都是带有作者思路的引导,适不适合自己都要看是否能从他的思路把它看懂,有些就差别很大,这个跟看书也一样,有些书大众一致推荐,一般情况下大多是经典的好的,但是也有可能是不太适合自己的,可能有时候机缘巧合看到的反而让人茅塞顿开,在 todo 里已经积攒了好多的点和面需要去学习实践,一方面是自己懒,一方面是时间也相对偏少,看看 21 年能不能有所提升,加强“时间管理”,哈哈

技术上主要是看了 mysql 的 mvcc 相关内容,rocketmq 的,redis 的代码,还有 mybatis 等,其实每一个都能写很多,也有很多值得学习的,需要全面系统学习,之前想好好画一个思维导图,将整个技术体系都梳理下,还只做了一点点,方式也有点问题,应该从大到小,而不是深度优先,细节有很多,每一个方面都有自己比较熟悉擅长的,也有不太了解的,可以做一个评分,这个也是亟待改善的,希望今年能完成。

博客

博客方面 20 年一年整是写了 53 篇,差不多是一周一篇的节奏,这个还是不错的,虽然博客质量参差不齐,但是这个更新频率还是比较好的,并且也定了个潜规则,可以一周技术一周生活,这样能缓解水文的频率,提高些技术文章的质量,虽然结果并没有好多少,不过感觉还是可以这么坚持的,能提高一些技术文章的质量那就更好了

top 命令在日常的 Linux 使用中,特别是做一些服务器的简单状态查看,排查故障都起了比较大的作用,但是由于这个命令看到的东西比较多,一般只会看部分,或者说像我这样就会比较片面地看一些信息,比如默认是进程维度的,可以在启动命令的时候加-H进入线程模式

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-H  :Threads-mode operation
Instructs top to display individual threads. Without this command-line option a summation of all threads in each process is shown. Later
this can be changed with the `H' interactive command.

这样就能用在 Java 中去 jstack 中找到对应的线程
其实还有比较重要的两个操作,
一个是在 top 启动状态下,按c键,这样能把比如说是一个 Java 进程,具体的进程命令显示出来
像这样
执行前是这样

执行后是这样

第二个就是排序了

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SORTING of task window

For compatibility, this top supports most of the former top sort keys. Since this is primarily a service to former top users, these commands
do not appear on any help screen.
command sorted-field supported
A start time (non-display) No
M %MEM Yes
N PID Yes
P %CPU Yes
T TIME+ Yes

Before using any of the following sort provisions, top suggests that you temporarily turn on column highlighting using the `x' interactive com‐
mand. That will help ensure that the actual sort environment matches your intent.

The following interactive commands will only be honored when the current sort field is visible. The sort field might not be visible because:
1) there is insufficient Screen Width
2) the `f' interactive command turned it Off

< :Move-Sort-Field-Left
Moves the sort column to the left unless the current sort field is the first field being displayed.

> :Move-Sort-Field-Right
Moves the sort column to the right unless the current sort field is the last field being displayed.

查看 man page 可以找到这一段,其实一般 man page 都是最细致的,只不过因为太多了,有时候懒得看,这里可以通过大写 M 和大写 P 分别按内存和 CPU 排序,下面还有两个小技巧,通过按 x 可以将当前活跃的排序列用不同颜色标出来,然后可以通过<>直接左右移动排序列

事情源于周末来回家发生的两件事情,先是回去的时候从高铁下车要坐公交,现在算是有个比较好的临时候车点了,但是可能由于疫情好转,晚上都不用检查健康码就可以进候车点,但是上公交的时候还是需要看健康码,一般情况下从高铁下来的,各个地方的人都有,而且也不太清楚这边上公交车需要查验健康码,我的一个看法是候车的时候就应该放个横幅告示,或者再配合喇叭循环播放,请提前准备好健康码,上车前需要查验,因为像这周的情况,我乘坐的那辆车是间隔时间比较长,而且终点是工业开发区,可能是比较多外来务工人员的目的地,正好这部分人可能对于操作手机检验健康码这个事情不太熟悉,所以结果就是头上几个不知道怎么搞出来健康码,然后让几乎有满满一整车的人在后面堵着,司机又非常厌烦那些没有提前出示健康码的,有位乘客搞得久了点,还被误以为没刷卡买票,差点吵起来,其实公共交通或者高铁站负责的在公交指引路线上多写一句上车前需要查验健康码,可能就能改善比较多,还有就是那个积水的路,这个吐槽起来就一大坨了,整个绍兴像 dayuejin 一样到处都是破路。
第二个就是来杭州的时候,经过人行横道,远处车道的公交车停下来等我们了,为了少添麻烦总想快点穿过去,但是这时靠近我们的车道(晚上光线较暗,可见度不佳)有一辆从远处来的奥迪 A4 还是 A5 这种的车反而想加速冲过去,如果少看一下可能我已经残了,交规考的靠近人行道要减速好像基本都是个摆设了,杭州也只有公交车因为一些考核指标原因会主动礼让,人其实需要有同理心,虽然可能有些人是开车多于骑车走路的,但是总也不可能永远不穿人行道吧,甚至这些人可能还会在人行道红灯的时候走过去。这个事情不是吐槽公共交通的,只是也有些许关系,想起来还有一件事也是刚才来杭州的时候看到的,等公交的时候看到有辆路虎要加塞,而目标车道刚好是辆大货车,大货车看到按了喇叭,路虎犹豫了下还是挤进去了,可能是对路虎的扛撞性能非常自信吧,反正我是挺后怕的,这种级别的车,被撞了的话估计还是鸡蛋撞石头,吨位惯性在那,这里再延伸下,挺多开豪车的人好像都觉得这路上路权更大一些,谁谁都得让着他,可能实际吃亏的不多,所以越加巩固了这种思维,当真的碰到不管的可能就会明白了,路权这个事情在天朝也基本没啥人重视,也没想说个结论,就到这吧

题目介绍

You are given an array prices where prices[i] is the price of a given stock on the ith day.

You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock.

Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return 0.

给定一个数组 prices ,它的第 i 个元素 prices[i] 表示一支给定股票第 i 天的价格。

你只能选择 某一天 买入这只股票,并选择在 未来的某一个不同的日子 卖出该股票。设计一个算法来计算你所能获取的最大利润。

返回你可以从这笔交易中获取的最大利润。如果你不能获取任何利润,返回 0

简单分析

其实这个跟二叉树的最长路径和有点类似,需要找到整体的最大收益,但是在迭代过程中需要一个当前的值

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int maxSofar = 0;
public int maxProfit(int[] prices) {
if (prices.length <= 1) {
return 0;
}
int maxIn = prices[0];
int maxOut = prices[0];
for (int i = 1; i < prices.length; i++) {
if (maxIn > prices[i]) {
// 当循环当前值小于之前的买入值时就当成买入值,同时卖出也要更新
maxIn = prices[i];
maxOut = prices[i];
}
if (prices[i] > maxOut) {
// 表示一个可卖出点,即比买入值高时
maxOut = prices[i];
// 需要设置一个历史值
maxSofar = Math.max(maxSofar, maxOut - maxIn);
}
}
return maxSofar;
}

总结下

一开始看到 easy 就觉得是很简单,就没有 maxSofar ,但是一提交就出现问题了
对于[2, 4, 1]这种就会变成 0,所以还是需要一个历史值来存放历史最大值,这题有点动态规划的意思

最近看了下这本垃圾回收算法手册,看到了第三章的标记-整理回收算法,做个简单的读书笔记

双指针整理算法

对于一块待整理区域,通过两个指针,free 在区域的起始端,scan 指针在区域的末端,free 指针从前往后知道找到空闲区域,scan 从后往前一直找到存活对象,当 free 指针未与 scan 指针交叉时,会给 scan 位置的对象特定位置标记上 free 的地址,即将要转移的地址,不过这里有个限制,这种整理算法一般会用于对象大小统一的情况,否则 free 指针扫描时还需要匹配scan 指针扫描到的存活对象的大小。

Lisp 2 整理算法

需要三次完整遍历堆区域
第一遍是遍历后将计算出所有对象的最终地址(转发地址)
第二遍是使用转发地址更新赋值器线程根以及被标记对象中的引用,该操作将确保它们指向对象的新位置
第三次遍历是relocate最终将存活对象移动到其新的目标位置

引线整理算法

这个真的长见识了,

可以看到,原来是 A,B,C 对象引用了 N,这里会在第一次遍历的时候把这种引用反过来,让 N 的对象头部保存下 A 的地址,表示这类引用,然后在遍历到 B 的时候在链起来,到最后就会把所有引用了 N 对象的所有对象通过引线链起来,在第二次遍历的时候就把更新A,B,C 对象引用的 N 地址,并且移动 N 对象

单次遍历算法

这个一直提到过位图的实现方式,

可以看到在第一步会先通过位图标记,标记的方式是位图的每一位对应的堆内存的一个字(这里可能指的是 byte 吧),然后将一个存活对象的内存区域的第一个字跟最后一个字标记,这里如果在通过普通的方式就还需要一个地方在存转发地址,但是因为具体的位置可以通过位图算出来,也就不需要额外记录了

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

新年开工开车来杭州,因为没有车位加限行今天来就没开车来了,从东站做公交回住的地方,这班神奇的车我之前也吐槽过了,有神奇的乘客和神奇的司机,因为基本上这班车是从我毕业就开始乘了,所以也算是比较熟悉了,以前总体感觉不太好的是乘坐时间太长了,不过这个也不能怪车,是我自己住得远(离东站),后来住到了现在的地方,也算是直达,并且 LD 比较喜欢直达的,不爱更快却要换乘的地铁,所以坐的频率比较高,也说过前面那些比较气人的乘客,自己不好好戴口罩,反而联合一起上车的乘客诽谤司机,说他要吃人了要打人了,也正是这个司机比较有意思,上车就让戴好口罩,还给大家讲,哪里哪里又有疫情了,我觉得其实这个司机还是不错的,特殊时期,对于这种公共交通,这样的确是比较负责任的做法,只是说话方式,语气这个因人而异,他也不是来伺候人的,而且这么一大车人,说了一遍不行,再说一遍,三遍以上了,嗓门大一点也属于正常的人的行为。
还是说回今天要说的,今天这位司机我看着跟前面说的那位有点像,因为上车的时候比较暗没看清脸,主要原因是这位司机开车比较猛,比较急,然后车上因为这个时间点,比较多大学开学来的学生,拎着个行李箱,一开始是前面已经都站满了人,后面还有很多空位,因为后面没地方放行李箱,就因为这样前面站着的有几个就在说司机开慢点,结果司机貌似也没听进去,还是我行我素,过了会又有人说司机开稳一点,就在这个人说完没一会,停在红绿灯路口的车里,就有人问有没有垃圾桶,接着又让司机开门,说晕车太严重了,要下车,司机开了门,我望出去两个妹子下了车,好像在路边草丛吐了,前面开门下车的时候就有人说她们第一次来杭州,可能有点责怪司机开的不稳,也影响了杭州交通给新来杭州的人的感受,说完了事情经过,其实我有蛮多感触,对于杭州公交司机,我大概是大一来了没多久,陪室友去文三路买电脑就晕车,下车的时候在公交车站吐了,可能是从大学开始缺乏锻炼,又饮食不规律,更加容易晕车,大部分晕车我觉得都是我自己的原因,有时候是上车前吃太多了,或者早上起太早,没睡好,没吃东西,反正自己也是挺多原因的,说到司机的原因的话,我觉得可能这班车还算好的,最让我难受的还是上下班高峰的时候,因为经过的那条路是比较重要的主干道,路比较老比较窄,并且还有很多人行道,所以经常一脚油门连带着一脚刹车,真的很难受,这种算是我觉得真的是公交体验比较差的一点,但是这一点呢也不能完全怪公交司机,杭州的路政规划是很垃圾,没看错,是垃圾,所以总体结论是公交还行,主要是路政规划就是垃圾,包括这条主干道这么多人行道,并且两边都是老小区,老年人在上班高峰可能要买菜送娃或者其他事情,在通畅的情况下可能只需要六分钟的路程,有时候因为各种原因,半小时都开不完,扯开去一点,杭州的路,核心的高速说封就封,本来是高架可以直接通到城西,结果没造,到了路本已经很拥挤的时候开始来造隧道,各种破坏,隧道接高架的地方,无尽的加塞,对于我这样的小白司机来说真的是太恶心了,所以我一直想说的就是杭州这个地方房价领先基础设施十年,地铁,高架,高速通通不行,地面道路就更不行了。
总结下,其实杭州的真正的公交体验差,应该还是路造成的,对于前面的那两位妹子来说,有可能是她们来自于公交司机都是开的特别稳,并且路况也很好的地方,也或者是我被虐习惯了🤦‍♂️

Condition也是 AQS 中很重要的一块内容,可以先看段示例代码,这段代码应该来自于Doug Lea大大,可以在 javadoc 中的 condition 部分找到,其实大大原来写过基于 synchronized 实现的,后面我也贴下代码

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import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

class BoundedBuffer {
final Lock lock = new ReentrantLock();
// condition 依赖于 lock 来产生
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();

// 对象池子,put 跟 take 的就是这里的
final Object[] items = new Object[100];
int putptr, takeptr, count;

// 生产
public void put(Object x) throws InterruptedException {
// 这里也说明了,需要先拥有锁
lock.lock();
try {
while (count == items.length)
notFull.await(); // 队列已满,等待,直到 not full 才能继续生产
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal(); // 生产成功,队列已经 not empty 了,发个通知出去
} finally {
lock.unlock();
}
}

// 消费
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await(); // 队列为空,等待,直到队列 not empty,才能继续消费
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal(); // 被我消费掉一个,队列 not full 了,发个通知出去
return x;
} finally {
lock.unlock();
}
}
}

介绍下 Condition 的结构

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public class ConditionObject implements Condition, java.io.Serializable {
private static final long serialVersionUID = 1173984872572414699L;
/** First node of condition queue. */
private transient Node firstWaiter;
/** Last node of condition queue. */
private transient Node lastWaiter;

主要的就这么点,而且也复用了 AQS 阻塞队列或者大大叫 lock queue中同样的 Node 节点,只不过它没有使用其中的双向队列,也就是prev 和 next,而是在 Node 中的 nextWaiter,所以只是个单向的队列,没使用 next 其实还有个用处,后面会提到,看下结构的示意图

然后主要是看两个方法,awaitsignal,
先来看下 await

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/**
* Implements interruptible condition wait.
* <ol>
* <li> If current thread is interrupted, throw InterruptedException.
* <li> Save lock state returned by {@link #getState}.
* <li> Invoke {@link #release} with saved state as argument,
* throwing IllegalMonitorStateException if it fails.
* <li> Block until signalled or interrupted.
* <li> Reacquire by invoking specialized version of
* {@link #acquire} with saved state as argument.
* <li> If interrupted while blocked in step 4, throw InterruptedException.
* </ol>
*/
public final void await() throws InterruptedException {
if (Thread.interrupted())
throw new InterruptedException();

// 将当前节点包装成一个 condition waiter node 节点
Node node = addConditionWaiter();

// 完全释放占有的锁,这里需要是占有锁的线程
int savedState = fullyRelease(node);
int interruptMode = 0;

// 判断下是否在阻塞队列中,因为有可能被其他节点从等待队列移动到阻塞队列
while (!isOnSyncQueue(node)) {
// park等待,等待被唤醒
LockSupport.park(this);
if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
break;
}

// 被唤醒后进入阻塞队列,等待获取锁,这里继续用了fullyRelease返回的 state
if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
interruptMode = REINTERRUPT;
if (node.nextWaiter != null) // clean up if cancelled
unlinkCancelledWaiters();
if (interruptMode != 0)
reportInterruptAfterWait(interruptMode);
}

添加条件队列节点

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/**
* Adds a new waiter to wait queue.
* @return its new wait node
*/
private Node addConditionWaiter() {
Node t = lastWaiter;
// If lastWaiter is cancelled, clean out.
// 如果节点已经不是 CONDITION 状态了,表示已经取消了
if (t != null && t.waitStatus != Node.CONDITION) {
// 把等待队列中取消的节点清理出去
unlinkCancelledWaiters();
t = lastWaiter;
}
// 把当前线程包装成waitStatus=CONDITION 的节点
Node node = new Node(Thread.currentThread(), Node.CONDITION);
// 没有 lastWaiter 节点,直接是 firstWaiter
if (t == null)
firstWaiter = node;
else
// 不然就接在 lastWaiter 后面
t.nextWaiter = node;
// 当前节点就会变成新的 lastWaiter
lastWaiter = node;
return node;
}

清理取消的节点

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/**
* Unlinks cancelled waiter nodes from condition queue.
* Called only while holding lock. This is called when
* cancellation occurred during condition wait, and upon
* insertion of a new waiter when lastWaiter is seen to have
* been cancelled. This method is needed to avoid garbage
* retention in the absence of signals. So even though it may
* require a full traversal, it comes into play only when
* timeouts or cancellations occur in the absence of
* signals. It traverses all nodes rather than stopping at a
* particular target to unlink all pointers to garbage nodes
* without requiring many re-traversals during cancellation
* storms.
*/
private void unlinkCancelledWaiters() {
Node t = firstWaiter;
Node trail = null;
// 循环遍历单向链表的节点,如果状态不是 CONDITION 就清出去
while (t != null) {
Node next = t.nextWaiter;
// 循环链表操作,清掉取消的节点
if (t.waitStatus != Node.CONDITION) {
t.nextWaiter = null;
if (trail == null)
firstWaiter = next;
else
trail.nextWaiter = next;
if (next == null)
lastWaiter = trail;
}
else
trail = t;
t = next;
}
}

完全释放锁

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/**
* Invokes release with current state value; returns saved state.
* Cancels node and throws exception on failure.
* @param node the condition node for this wait
* @return previous sync state
*/
final int fullyRelease(Node node) {
boolean failed = true;
try {
// 获取下当前的 state 值,因为是可重入的,所以这个值要保存下来
int savedState = getState();
// 这里还包含比较多操作,不过跟前面分析 AQS 的释放比较类似,不深入了
if (release(savedState)) {
failed = false;
// 返回这个值
return savedState;
} else {
throw new IllegalMonitorStateException();
}
} finally {
if (failed)
node.waitStatus = Node.CANCELLED;
}
}

判断是否在阻塞队列中

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/**
* Returns true if a node, always one that was initially placed on
* a condition queue, is now waiting to reacquire on sync queue.
* @param node the node
* @return true if is reacquiring
*/
final boolean isOnSyncQueue(Node node) {
// 如果waitStatus 是 CONDITION 或者没有 prev 前置节点肯定就不在
if (node.waitStatus == Node.CONDITION || node.prev == null)
return false;
// 这里就是我前面提到的 next 的作用
if (node.next != null) // If has successor, it must be on queue
return true;
// 从 tail 开始找,是否在阻塞队列中
/*
* node.prev can be non-null, but not yet on queue because
* the CAS to place it on queue can fail. So we have to
* traverse from tail to make sure it actually made it. It
* will always be near the tail in calls to this method, and
* unless the CAS failed (which is unlikely), it will be
* there, so we hardly ever traverse much.
*/
return findNodeFromTail(node);
}
/**
* Returns true if node is on sync queue by searching backwards from tail.
* Called only when needed by isOnSyncQueue.
* @return true if present
*/
private boolean findNodeFromTail(Node node) {
Node t = tail;
// 从 tail 开始,从后往前找
for (;;) {
if (t == node)
return true;
if (t == null)
return false;
t = t.prev;
}
}

await 的逻辑差不多就是这样子,主要的就是把自己包成一个 Node 节点,waitStatus 的状态是 CONDITION,挂在等待队列的最后,然后完全释放锁,park 等待

signal

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/**
* Moves the longest-waiting thread, if one exists, from the
* wait queue for this condition to the wait queue for the
* owning lock.
*
* @throws IllegalMonitorStateException if {@link #isHeldExclusively}
* returns {@code false}
*/
public final void signal() {
if (!isHeldExclusively())
throw new IllegalMonitorStateException();
// firstWaiter 肯定是最早开始等待的
Node first = firstWaiter;
// 如果不为空就唤醒
if (first != null)
doSignal(first);
}
/**
* Removes and transfers nodes until hit non-cancelled one or
* null. Split out from signal in part to encourage compilers
* to inline the case of no waiters.
* @param first (non-null) the first node on condition queue
*/
private void doSignal(Node first) {
do {
// 因为要去唤醒 first 节点了,firstWaiter 需要再从后面找一个
// 并且判断是否为空,如果是空的话就直接可以把 lastWaiter 设置成空了
if ( (firstWaiter = first.nextWaiter) == null)
lastWaiter = null;
// first 不需要继续保存后面的 waiter 了,因为 firstWaiter 已经是 first 的后置节点了
first.nextWaiter = null;
// 如果 first 节点转移不成功,并且 firstWaiter 节点不为空,则继续进入循环
} while (!transferForSignal(first) &&
(first = firstWaiter) != null);
}
/**
* Transfers a node from a condition queue onto sync queue.
* Returns true if successful.
* @param node the node
* @return true if successfully transferred (else the node was
* cancelled before signal)
*/
final boolean transferForSignal(Node node) {
/*
* If cannot change waitStatus, the node has been cancelled.
*/
// 如果状态已经不是 CONDITION 就不会设置成功,返回 false
if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
return false;
/*
* Splice onto queue and try to set waitStatus of predecessor to
* indicate that thread is (probably) waiting. If cancelled or
* attempt to set waitStatus fails, wake up to resync (in which
* case the waitStatus can be transiently and harmlessly wrong).
*/
// 调用跟aqs 第一篇中一样的 enq 方法进入阻塞队列,返回入队后的前一节点
Node p = enq(node);
int ws = p.waitStatus;
// 将前置节点状态设置成SIGNAL,表示后面有节点在等了
if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
LockSupport.unpark(node.thread);
// 返回 true,上一个方法的循环就退出了
return true;
}

这里其实就是把 condition 等待队列的第一个未取消的节点入队到阻塞队列去争锁

附录

synchronized 版的 BoundedBuffer

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/*
File: BoundedBuffer.java

Originally written by Doug Lea and released into the public domain.
This may be used for any purposes whatsoever without acknowledgment.
Thanks for the assistance and support of Sun Microsystems Labs,
and everyone contributing, testing, and using this code.

History:
Date Who What
11Jun1998 dl Create public version
17Jul1998 dl Simplified by eliminating wait counts
25aug1998 dl added peek
5May1999 dl replace % with conditional (slightly faster)
*/

package EDU.oswego.cs.dl.util.concurrent;

/**
* Efficient array-based bounded buffer class.
* Adapted from CPJ, chapter 8, which describes design.
* <p>[<a href="http://gee.cs.oswego.edu/dl/classes/EDU/oswego/cs/dl/util/concurrent/intro.html"> Introduction to this package. </a>] <p>
**/

public class BoundedBuffer implements BoundedChannel {

protected final Object[] array_; // the elements

protected int takePtr_ = 0; // circular indices
protected int putPtr_ = 0;

protected int usedSlots_ = 0; // length
protected int emptySlots_; // capacity - length

/**
* Helper monitor to handle puts.
**/
protected final Object putMonitor_ = new Object();

/**
* Create a BoundedBuffer with the given capacity.
* @exception IllegalArgumentException if capacity less or equal to zero
**/
public BoundedBuffer(int capacity) throws IllegalArgumentException {
if (capacity <= 0) throw new IllegalArgumentException();
array_ = new Object[capacity];
emptySlots_ = capacity;
}

/**
* Create a buffer with the current default capacity
**/

public BoundedBuffer() {
this(DefaultChannelCapacity.get());
}

/**
* Return the number of elements in the buffer.
* This is only a snapshot value, that may change
* immediately after returning.
**/
public synchronized int size() { return usedSlots_; }

public int capacity() { return array_.length; }

protected void incEmptySlots() {
synchronized(putMonitor_) {
++emptySlots_;
putMonitor_.notify();
}
}

protected synchronized void incUsedSlots() {
++usedSlots_;
notify();
}

protected final void insert(Object x) { // mechanics of put
--emptySlots_;
array_[putPtr_] = x;
if (++putPtr_ >= array_.length) putPtr_ = 0;
}

protected final Object extract() { // mechanics of take
--usedSlots_;
Object old = array_[takePtr_];
array_[takePtr_] = null;
if (++takePtr_ >= array_.length) takePtr_ = 0;
return old;
}

public Object peek() {
synchronized(this) {
if (usedSlots_ > 0)
return array_[takePtr_];
else
return null;
}
}


public void put(Object x) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
while (emptySlots_ <= 0) {
try { putMonitor_.wait(); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
}
insert(x);
}
incUsedSlots();
}

public boolean offer(Object x, long msecs) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;
while (emptySlots_ <= 0) {
if (waitTime <= 0) return false;
try { putMonitor_.wait(waitTime); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);
}
insert(x);
}
incUsedSlots();
return true;
}



public Object take() throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
while (usedSlots_ <= 0) {
try { wait(); }
catch (InterruptedException ex) {
notify();
throw ex;
}
}
old = extract();
}
incEmptySlots();
return old;
}

public Object poll(long msecs) throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;

while (usedSlots_ <= 0) {
if (waitTime <= 0) return null;
try { wait(waitTime); }
catch (InterruptedException ex) {
notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);

}
old = extract();
}
incEmptySlots();
return old;
}

}

很多东西都是时看时新,而且时间长了也会忘,所以再来复习下,也会有一些新的角度看法这次来聊下AQS的内容,主要是这几个点,

第一个线程

第一个线程抢到锁了,此时state跟阻塞队列是怎么样的,其实这里是之前没理解对的地方

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/**
* Fair version of tryAcquire. Don't grant access unless
* recursive call or no waiters or is first.
*/
protected final boolean tryAcquire(int acquires) {
final Thread current = Thread.currentThread();
int c = getState();
// 这里如果state还是0说明锁还空着
if (c == 0) {
// 因为是公平锁版本的,先去看下是否阻塞队列里有排着队的
if (!hasQueuedPredecessors() &&
compareAndSetState(0, acquires)) {
// 没有排队的,并且state使用cas设置成功的就标记当前占有锁的线程是我
setExclusiveOwnerThread(current);
// 然后其实就返回了,包括阻塞队列的head和tail节点和waitStatus都没有设置
return true;
}
}
else if (current == getExclusiveOwnerThread()) {
int nextc = c + acquires;
if (nextc < 0)
throw new Error("Maximum lock count exceeded");
setState(nextc);
return true;
}
// 这里就是第二个线程会返回false
return false;
}
}

第二个线程

当第二个线程进来的时候应该是怎么样,结合代码来看

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/**
* Acquires in exclusive mode, ignoring interrupts. Implemented
* by invoking at least once {@link #tryAcquire},
* returning on success. Otherwise the thread is queued, possibly
* repeatedly blocking and unblocking, invoking {@link
* #tryAcquire} until success. This method can be used
* to implement method {@link Lock#lock}.
*
* @param arg the acquire argument. This value is conveyed to
* {@link #tryAcquire} but is otherwise uninterpreted and
* can represent anything you like.
*/
public final void acquire(int arg) {
// 前面第一种情况是tryAcquire直接成功了,这个if判断第一个条件就是false,就不往下执行了
// 如果是第二个线程,第一个条件获取锁不成功,条件判断!tryAcquire(arg) == true,就会走
// acquireQueued(addWaiter(Node.EXCLUSIVE), arg)
if (!tryAcquire(arg) &&
acquireQueued(addWaiter(Node.EXCLUSIVE), arg))
selfInterrupt();
}

然后来看下addWaiter的逻辑

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/**
* Creates and enqueues node for current thread and given mode.
*
* @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared
* @return the new node
*/
private Node addWaiter(Node mode) {
// 这里是包装成一个node
Node node = new Node(Thread.currentThread(), mode);
// Try the fast path of enq; backup to full enq on failure
// 最快的方式就是把当前线程的节点放在阻塞队列的最后
Node pred = tail;
// 只有当tail,也就是pred不为空的时候可以直接接上
if (pred != null) {
node.prev = pred;
// 如果这里cas成功了,就直接接上返回了
if (compareAndSetTail(pred, node)) {
pred.next = node;
return node;
}
}
// 不然就会继续走到这里
enq(node);
return node;
}

然后就是enq的逻辑了

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/**
* Inserts node into queue, initializing if necessary. See picture above.
* @param node the node to insert
* @return node's predecessor
*/
private Node enq(final Node node) {
for (;;) {
// 如果状态没变化的话,tail这时还是null的
Node t = tail;
if (t == null) { // Must initialize
// 这里就会初始化头结点,就是个空节点
if (compareAndSetHead(new Node()))
// tail也赋值成head
tail = head;
} else {
// 这里就设置tail了
node.prev = t;
if (compareAndSetTail(t, node)) {
t.next = node;
return t;
}
}
}
}

所以从这里可以看出来,其实head头结点不是个真实的带有线程的节点,并且不是在第一个线程进来的时候设置的

解锁

通过代码来看下

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/**
* Attempts to release this lock.
*
* <p>If the current thread is the holder of this lock then the hold
* count is decremented. If the hold count is now zero then the lock
* is released. If the current thread is not the holder of this
* lock then {@link IllegalMonitorStateException} is thrown.
*
* @throws IllegalMonitorStateException if the current thread does not
* hold this lock
*/
public void unlock() {
// 释放锁
sync.release(1);
}
/**
* Releases in exclusive mode. Implemented by unblocking one or
* more threads if {@link #tryRelease} returns true.
* This method can be used to implement method {@link Lock#unlock}.
*
* @param arg the release argument. This value is conveyed to
* {@link #tryRelease} but is otherwise uninterpreted and
* can represent anything you like.
* @return the value returned from {@link #tryRelease}
*/
public final boolean release(int arg) {
// 尝试去释放
if (tryRelease(arg)) {
Node h = head;
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}
protected final boolean tryRelease(int releases) {
int c = getState() - releases;
if (Thread.currentThread() != getExclusiveOwnerThread())
throw new IllegalMonitorStateException();
boolean free = false;
// 判断是否完全释放锁,因为可重入
if (c == 0) {
free = true;
setExclusiveOwnerThread(null);
}
setState(c);
return free;
}
// 这段代码和上面的一致,只是为了顺序性,又拷下来看下

public final boolean release(int arg) {
// 尝试去释放,如果是完全释放,返回的就是true,否则是false
if (tryRelease(arg)) {
Node h = head;
// 这里判断头结点是否为空以及waitStatus的状态,前面说了head节点其实是
// 在第二个线程进来的时候初始化的,如果是空的话说明没后续节点,并且waitStatus
// 也表示了后续的等待状态
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}

/**
* Wakes up node's successor, if one exists.
*
* @param node the node
*/
// 唤醒后继节点
private void unparkSuccessor(Node node) {
/*
* If status is negative (i.e., possibly needing signal) try
* to clear in anticipation of signalling. It is OK if this
* fails or if status is changed by waiting thread.
*/
int ws = node.waitStatus;
if (ws < 0)
compareAndSetWaitStatus(node, ws, 0);

/*
* Thread to unpark is held in successor, which is normally
* just the next node. But if cancelled or apparently null,
* traverse backwards from tail to find the actual
* non-cancelled successor.
*/
Node s = node.next;
// 如果后继节点是空或者当前节点取消等待了
if (s == null || s.waitStatus > 0) {
s = null;
// 从后往前找,找到非取消的节点,注意这里不是找到就退出,而是一直找到头
// 所以不必担心中间有取消的
for (Node t = tail; t != null && t != node; t = t.prev)
if (t.waitStatus <= 0)
s = t;
}
if (s != null)
// 将其唤醒
LockSupport.unpark(s.thread);
}

最近群里大佬发起了一个读书打卡活动,需要每天读一会书,在群里打卡分享感悟,争取一个月能读完一本书,说实话一天十分钟的读书时间倒是问题不大,不过每天都要打卡,而且一个月要读完一本书,其实难度还是有点大的,不过也想试试看。
之前某某老大给自己立了个 flag,说要读一百本书,这对我来说挺难实现的,一则我也不喜欢书只读一小半,二则感觉对于喜欢看的内容范围还是比较有限制,可能也算是比较矫情,不爱追热门的各类东西,因为往往会有一些跟大众不一致的观点看法,显得格格不入。所以还是这个打卡活动可能会比较适合我,书是人类进步的阶梯。
到现在是打卡了三天了,读的主要是白岩松的《幸福了吗》,对于白岩松,我们这一代人是比较熟悉,并且整体印象比较不错的一个央视主持人,从《焦点访谈》开始,到疫情期间的各类一线节目,可能对我来说是个三观比较正,敢于说一些真话的主持人,这中间其实是有个空档期,没怎么看电视,也不太关注了,只是在疫情期间的节目,还是一如既往地给人一种可靠的感觉,正好有一次偶然微信读书推荐了白岩松的这本书,就看了一部分,正好这次继续往下看,因为相对来讲不会很晦涩,并且从这位知名央视主持人的角度分享他的过往和想法看法,还是比较有意思的。
从对汶川地震,08 年奥运等往事的回忆和一些细节的呈现,也让我了解比较多当时所不知道的,特别是汶川地震,那时的我还在读高中,真的是看着电视,作为“猛男”都忍不住泪目了,共和国之殇,多难兴邦,但是这对于当事人来说,都是一场醒不过来的噩梦。
然后是对于足球的热爱,其实光这个就能掰扯很多,因为我不爱足球,只爱篮球,其中原因有的没的也挺多可以说的,但是看了他的书,才能比较深入的了解一个足球迷,对足球,对中国足球,对世界杯,对阿根廷的感情。
接下去还是想能继续坚持下去,加油!

前面写过一系列的 redis 源码分析的,但是实际上很多的问题还是需要结合实际的使用,然后其实就避不开缓存使用的三个著名问题,穿透,击穿和雪崩,这三个概念也是有着千丝万缕的关系,

缓存穿透

缓存穿透是指当数据库中本身就不存在这个数据的时候,使用一般的缓存策略时访问不到缓存后就访问数据库,但是因为数据库也没数据,所以如果不做任何策略优化的话,这类数据就每次都会访问一次数据库,对数据库压力也会比较大。

缓存击穿

缓存击穿跟穿透比较类似的,都是访问缓存不在,然后去访问数据库,与穿透不一样的是击穿是在数据库中存在数据,但是可能由于第一次访问,或者缓存过期了,需要访问到数据库,这对于访问量小的情况其实算是个正常情况,但是随着请求量变高就会引发一些性能隐患。

缓存雪崩

缓存雪崩就是击穿的大规模集群效应,当大量的缓存过期失效的时候,这些请求都是直接访问到数据库了,会对数据库造成很大的压力。

对于以上三种场景也有一些比较常见的解决方案,但也不能说是万无一失的,需要随着业务去寻找合适的方案

解决缓存穿透

对于数据库中就没这个数据的时候,一种是可以对这个 key 设置下空值,即以一个特定的表示是数据库不存在的,这种情况需要合理地调整过期时间,当这个 key 在数据库中有数据了的话,也需要有策略去更新这个值,并且如果这类 key 非常多,这个方法就会不太合适,就可以使用第二种方法,就是布隆过滤器,bloom filter,前置一个布隆过滤器,当这个 key 在数据库不存在的话,先用布隆过滤器挡一道,如果不在的话就直接返回了,当然布隆过滤器不是绝对的准确的

解决缓存击穿

当一个 key 的缓存过期了,如果大量请求过来访问这个 key,请求都会落在数据库里,这个时候就可以使用一些类似于互斥锁的方式去让一个线程去访问数据库,更新缓存,但是这里其实也有个问题,就是如果是热点 key 其实这种方式也比较危险,万一更新失败,或者更新操作的时候耗时比较久,就会有一大堆请求卡在那,这种情况可能需要有一些异步提前刷新缓存,可以结合具体场景选择方式

解决缓存雪崩

雪崩的情况是指大批量的 key 都一起过期了,击穿的放大版,大批量的请求都打到数据库上了,一方面有可能直接缓存不可用了,就需要用集群化高可用的缓存服务,然后对于实际使用中也可以使用本地缓存结合 redis 缓存,去提高可用性,再配合一些限流措施,然后就是缓存使用过程总的过期时间最好能加一些随机值,防止在同一时间过期而导致雪崩,结合互斥锁防止大量请求打到数据库。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

新年开工开车来杭州,因为没有车位加限行今天来就没开车来了,从东站做公交回住的地方,这班神奇的车我之前也吐槽过了,有神奇的乘客和神奇的司机,因为基本上这班车是从我毕业就开始乘了,所以也算是比较熟悉了,以前总体感觉不太好的是乘坐时间太长了,不过这个也不能怪车,是我自己住得远(离东站),后来住到了现在的地方,也算是直达,并且 LD 比较喜欢直达的,不爱更快却要换乘的地铁,所以坐的频率比较高,也说过前面那些比较气人的乘客,自己不好好戴口罩,反而联合一起上车的乘客诽谤司机,说他要吃人了要打人了,也正是这个司机比较有意思,上车就让戴好口罩,还给大家讲,哪里哪里又有疫情了,我觉得其实这个司机还是不错的,特殊时期,对于这种公共交通,这样的确是比较负责任的做法,只是说话方式,语气这个因人而异,他也不是来伺候人的,而且这么一大车人,说了一遍不行,再说一遍,三遍以上了,嗓门大一点也属于正常的人的行为。
还是说回今天要说的,今天这位司机我看着跟前面说的那位有点像,因为上车的时候比较暗没看清脸,主要原因是这位司机开车比较猛,比较急,然后车上因为这个时间点,比较多大学开学来的学生,拎着个行李箱,一开始是前面已经都站满了人,后面还有很多空位,因为后面没地方放行李箱,就因为这样前面站着的有几个就在说司机开慢点,结果司机貌似也没听进去,还是我行我素,过了会又有人说司机开稳一点,就在这个人说完没一会,停在红绿灯路口的车里,就有人问有没有垃圾桶,接着又让司机开门,说晕车太严重了,要下车,司机开了门,我望出去两个妹子下了车,好像在路边草丛吐了,前面开门下车的时候就有人说她们第一次来杭州,可能有点责怪司机开的不稳,也影响了杭州交通给新来杭州的人的感受,说完了事情经过,其实我有蛮多感触,对于杭州公交司机,我大概是大一来了没多久,陪室友去文三路买电脑就晕车,下车的时候在公交车站吐了,可能是从大学开始缺乏锻炼,又饮食不规律,更加容易晕车,大部分晕车我觉得都是我自己的原因,有时候是上车前吃太多了,或者早上起太早,没睡好,没吃东西,反正自己也是挺多原因的,说到司机的原因的话,我觉得可能这班车还算好的,最让我难受的还是上下班高峰的时候,因为经过的那条路是比较重要的主干道,路比较老比较窄,并且还有很多人行道,所以经常一脚油门连带着一脚刹车,真的很难受,这种算是我觉得真的是公交体验比较差的一点,但是这一点呢也不能完全怪公交司机,杭州的路政规划是很垃圾,没看错,是垃圾,所以总体结论是公交还行,主要是路政规划就是垃圾,包括这条主干道这么多人行道,并且两边都是老小区,老年人在上班高峰可能要买菜送娃或者其他事情,在通畅的情况下可能只需要六分钟的路程,有时候因为各种原因,半小时都开不完,扯开去一点,杭州的路,核心的高速说封就封,本来是高架可以直接通到城西,结果没造,到了路本已经很拥挤的时候开始来造隧道,各种破坏,隧道接高架的地方,无尽的加塞,对于我这样的小白司机来说真的是太恶心了,所以我一直想说的就是杭州这个地方房价领先基础设施十年,地铁,高架,高速通通不行,地面道路就更不行了。
总结下,其实杭州的真正的公交体验差,应该还是路造成的,对于前面的那两位妹子来说,有可能是她们来自于公交司机都是开的特别稳,并且路况也很好的地方,也或者是我被虐习惯了🤦‍♂️

Condition也是 AQS 中很重要的一块内容,可以先看段示例代码,这段代码应该来自于Doug Lea大大,可以在 javadoc 中的 condition 部分找到,其实大大原来写过基于 synchronized 实现的,后面我也贴下代码

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import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

class BoundedBuffer {
final Lock lock = new ReentrantLock();
// condition 依赖于 lock 来产生
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();

// 对象池子,put 跟 take 的就是这里的
final Object[] items = new Object[100];
int putptr, takeptr, count;

// 生产
public void put(Object x) throws InterruptedException {
// 这里也说明了,需要先拥有锁
lock.lock();
try {
while (count == items.length)
notFull.await(); // 队列已满,等待,直到 not full 才能继续生产
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal(); // 生产成功,队列已经 not empty 了,发个通知出去
} finally {
lock.unlock();
}
}

// 消费
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await(); // 队列为空,等待,直到队列 not empty,才能继续消费
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal(); // 被我消费掉一个,队列 not full 了,发个通知出去
return x;
} finally {
lock.unlock();
}
}
}

介绍下 Condition 的结构

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public class ConditionObject implements Condition, java.io.Serializable {
private static final long serialVersionUID = 1173984872572414699L;
/** First node of condition queue. */
private transient Node firstWaiter;
/** Last node of condition queue. */
private transient Node lastWaiter;

主要的就这么点,而且也复用了 AQS 阻塞队列或者大大叫 lock queue中同样的 Node 节点,只不过它没有使用其中的双向队列,也就是prev 和 next,而是在 Node 中的 nextWaiter,所以只是个单向的队列,没使用 next 其实还有个用处,后面会提到,看下结构的示意图

然后主要是看两个方法,awaitsignal,
先来看下 await

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/**
* Implements interruptible condition wait.
* <ol>
* <li> If current thread is interrupted, throw InterruptedException.
* <li> Save lock state returned by {@link #getState}.
* <li> Invoke {@link #release} with saved state as argument,
* throwing IllegalMonitorStateException if it fails.
* <li> Block until signalled or interrupted.
* <li> Reacquire by invoking specialized version of
* {@link #acquire} with saved state as argument.
* <li> If interrupted while blocked in step 4, throw InterruptedException.
* </ol>
*/
public final void await() throws InterruptedException {
if (Thread.interrupted())
throw new InterruptedException();

// 将当前节点包装成一个 condition waiter node 节点
Node node = addConditionWaiter();

// 完全释放占有的锁,这里需要是占有锁的线程
int savedState = fullyRelease(node);
int interruptMode = 0;

// 判断下是否在阻塞队列中,因为有可能被其他节点从等待队列移动到阻塞队列
while (!isOnSyncQueue(node)) {
// park等待,等待被唤醒
LockSupport.park(this);
if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
break;
}

// 被唤醒后进入阻塞队列,等待获取锁,这里继续用了fullyRelease返回的 state
if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
interruptMode = REINTERRUPT;
if (node.nextWaiter != null) // clean up if cancelled
unlinkCancelledWaiters();
if (interruptMode != 0)
reportInterruptAfterWait(interruptMode);
}

添加条件队列节点

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/**
* Adds a new waiter to wait queue.
* @return its new wait node
*/
private Node addConditionWaiter() {
Node t = lastWaiter;
// If lastWaiter is cancelled, clean out.
// 如果节点已经不是 CONDITION 状态了,表示已经取消了
if (t != null && t.waitStatus != Node.CONDITION) {
// 把等待队列中取消的节点清理出去
unlinkCancelledWaiters();
t = lastWaiter;
}
// 把当前线程包装成waitStatus=CONDITION 的节点
Node node = new Node(Thread.currentThread(), Node.CONDITION);
// 没有 lastWaiter 节点,直接是 firstWaiter
if (t == null)
firstWaiter = node;
else
// 不然就接在 lastWaiter 后面
t.nextWaiter = node;
// 当前节点就会变成新的 lastWaiter
lastWaiter = node;
return node;
}

清理取消的节点

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/**
* Unlinks cancelled waiter nodes from condition queue.
* Called only while holding lock. This is called when
* cancellation occurred during condition wait, and upon
* insertion of a new waiter when lastWaiter is seen to have
* been cancelled. This method is needed to avoid garbage
* retention in the absence of signals. So even though it may
* require a full traversal, it comes into play only when
* timeouts or cancellations occur in the absence of
* signals. It traverses all nodes rather than stopping at a
* particular target to unlink all pointers to garbage nodes
* without requiring many re-traversals during cancellation
* storms.
*/
private void unlinkCancelledWaiters() {
Node t = firstWaiter;
Node trail = null;
// 循环遍历单向链表的节点,如果状态不是 CONDITION 就清出去
while (t != null) {
Node next = t.nextWaiter;
// 循环链表操作,清掉取消的节点
if (t.waitStatus != Node.CONDITION) {
t.nextWaiter = null;
if (trail == null)
firstWaiter = next;
else
trail.nextWaiter = next;
if (next == null)
lastWaiter = trail;
}
else
trail = t;
t = next;
}
}

完全释放锁

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/**
* Invokes release with current state value; returns saved state.
* Cancels node and throws exception on failure.
* @param node the condition node for this wait
* @return previous sync state
*/
final int fullyRelease(Node node) {
boolean failed = true;
try {
// 获取下当前的 state 值,因为是可重入的,所以这个值要保存下来
int savedState = getState();
// 这里还包含比较多操作,不过跟前面分析 AQS 的释放比较类似,不深入了
if (release(savedState)) {
failed = false;
// 返回这个值
return savedState;
} else {
throw new IllegalMonitorStateException();
}
} finally {
if (failed)
node.waitStatus = Node.CANCELLED;
}
}

判断是否在阻塞队列中

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/**
* Returns true if a node, always one that was initially placed on
* a condition queue, is now waiting to reacquire on sync queue.
* @param node the node
* @return true if is reacquiring
*/
final boolean isOnSyncQueue(Node node) {
// 如果waitStatus 是 CONDITION 或者没有 prev 前置节点肯定就不在
if (node.waitStatus == Node.CONDITION || node.prev == null)
return false;
// 这里就是我前面提到的 next 的作用
if (node.next != null) // If has successor, it must be on queue
return true;
// 从 tail 开始找,是否在阻塞队列中
/*
* node.prev can be non-null, but not yet on queue because
* the CAS to place it on queue can fail. So we have to
* traverse from tail to make sure it actually made it. It
* will always be near the tail in calls to this method, and
* unless the CAS failed (which is unlikely), it will be
* there, so we hardly ever traverse much.
*/
return findNodeFromTail(node);
}
/**
* Returns true if node is on sync queue by searching backwards from tail.
* Called only when needed by isOnSyncQueue.
* @return true if present
*/
private boolean findNodeFromTail(Node node) {
Node t = tail;
// 从 tail 开始,从后往前找
for (;;) {
if (t == node)
return true;
if (t == null)
return false;
t = t.prev;
}
}

await 的逻辑差不多就是这样子,主要的就是把自己包成一个 Node 节点,waitStatus 的状态是 CONDITION,挂在等待队列的最后,然后完全释放锁,park 等待

signal

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/**
* Moves the longest-waiting thread, if one exists, from the
* wait queue for this condition to the wait queue for the
* owning lock.
*
* @throws IllegalMonitorStateException if {@link #isHeldExclusively}
* returns {@code false}
*/
public final void signal() {
if (!isHeldExclusively())
throw new IllegalMonitorStateException();
// firstWaiter 肯定是最早开始等待的
Node first = firstWaiter;
// 如果不为空就唤醒
if (first != null)
doSignal(first);
}
/**
* Removes and transfers nodes until hit non-cancelled one or
* null. Split out from signal in part to encourage compilers
* to inline the case of no waiters.
* @param first (non-null) the first node on condition queue
*/
private void doSignal(Node first) {
do {
// 因为要去唤醒 first 节点了,firstWaiter 需要再从后面找一个
// 并且判断是否为空,如果是空的话就直接可以把 lastWaiter 设置成空了
if ( (firstWaiter = first.nextWaiter) == null)
lastWaiter = null;
// first 不需要继续保存后面的 waiter 了,因为 firstWaiter 已经是 first 的后置节点了
first.nextWaiter = null;
// 如果 first 节点转移不成功,并且 firstWaiter 节点不为空,则继续进入循环
} while (!transferForSignal(first) &&
(first = firstWaiter) != null);
}
/**
* Transfers a node from a condition queue onto sync queue.
* Returns true if successful.
* @param node the node
* @return true if successfully transferred (else the node was
* cancelled before signal)
*/
final boolean transferForSignal(Node node) {
/*
* If cannot change waitStatus, the node has been cancelled.
*/
// 如果状态已经不是 CONDITION 就不会设置成功,返回 false
if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
return false;
/*
* Splice onto queue and try to set waitStatus of predecessor to
* indicate that thread is (probably) waiting. If cancelled or
* attempt to set waitStatus fails, wake up to resync (in which
* case the waitStatus can be transiently and harmlessly wrong).
*/
// 调用跟aqs 第一篇中一样的 enq 方法进入阻塞队列,返回入队后的前一节点
Node p = enq(node);
int ws = p.waitStatus;
// 将前置节点状态设置成SIGNAL,表示后面有节点在等了
if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
LockSupport.unpark(node.thread);
// 返回 true,上一个方法的循环就退出了
return true;
}

这里其实就是把 condition 等待队列的第一个未取消的节点入队到阻塞队列去争锁

附录

synchronized 版的 BoundedBuffer

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/*
File: BoundedBuffer.java

Originally written by Doug Lea and released into the public domain.
This may be used for any purposes whatsoever without acknowledgment.
Thanks for the assistance and support of Sun Microsystems Labs,
and everyone contributing, testing, and using this code.

History:
Date Who What
11Jun1998 dl Create public version
17Jul1998 dl Simplified by eliminating wait counts
25aug1998 dl added peek
5May1999 dl replace % with conditional (slightly faster)
*/

package EDU.oswego.cs.dl.util.concurrent;

/**
* Efficient array-based bounded buffer class.
* Adapted from CPJ, chapter 8, which describes design.
* <p>[<a href="http://gee.cs.oswego.edu/dl/classes/EDU/oswego/cs/dl/util/concurrent/intro.html"> Introduction to this package. </a>] <p>
**/

public class BoundedBuffer implements BoundedChannel {

protected final Object[] array_; // the elements

protected int takePtr_ = 0; // circular indices
protected int putPtr_ = 0;

protected int usedSlots_ = 0; // length
protected int emptySlots_; // capacity - length

/**
* Helper monitor to handle puts.
**/
protected final Object putMonitor_ = new Object();

/**
* Create a BoundedBuffer with the given capacity.
* @exception IllegalArgumentException if capacity less or equal to zero
**/
public BoundedBuffer(int capacity) throws IllegalArgumentException {
if (capacity <= 0) throw new IllegalArgumentException();
array_ = new Object[capacity];
emptySlots_ = capacity;
}

/**
* Create a buffer with the current default capacity
**/

public BoundedBuffer() {
this(DefaultChannelCapacity.get());
}

/**
* Return the number of elements in the buffer.
* This is only a snapshot value, that may change
* immediately after returning.
**/
public synchronized int size() { return usedSlots_; }

public int capacity() { return array_.length; }

protected void incEmptySlots() {
synchronized(putMonitor_) {
++emptySlots_;
putMonitor_.notify();
}
}

protected synchronized void incUsedSlots() {
++usedSlots_;
notify();
}

protected final void insert(Object x) { // mechanics of put
--emptySlots_;
array_[putPtr_] = x;
if (++putPtr_ >= array_.length) putPtr_ = 0;
}

protected final Object extract() { // mechanics of take
--usedSlots_;
Object old = array_[takePtr_];
array_[takePtr_] = null;
if (++takePtr_ >= array_.length) takePtr_ = 0;
return old;
}

public Object peek() {
synchronized(this) {
if (usedSlots_ > 0)
return array_[takePtr_];
else
return null;
}
}


public void put(Object x) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
while (emptySlots_ <= 0) {
try { putMonitor_.wait(); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
}
insert(x);
}
incUsedSlots();
}

public boolean offer(Object x, long msecs) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;
while (emptySlots_ <= 0) {
if (waitTime <= 0) return false;
try { putMonitor_.wait(waitTime); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);
}
insert(x);
}
incUsedSlots();
return true;
}



public Object take() throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
while (usedSlots_ <= 0) {
try { wait(); }
catch (InterruptedException ex) {
notify();
throw ex;
}
}
old = extract();
}
incEmptySlots();
return old;
}

public Object poll(long msecs) throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;

while (usedSlots_ <= 0) {
if (waitTime <= 0) return null;
try { wait(waitTime); }
catch (InterruptedException ex) {
notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);

}
old = extract();
}
incEmptySlots();
return old;
}

}

很多东西都是时看时新,而且时间长了也会忘,所以再来复习下,也会有一些新的角度看法这次来聊下AQS的内容,主要是这几个点,

第一个线程

第一个线程抢到锁了,此时state跟阻塞队列是怎么样的,其实这里是之前没理解对的地方

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/**
* Fair version of tryAcquire. Don't grant access unless
* recursive call or no waiters or is first.
*/
protected final boolean tryAcquire(int acquires) {
final Thread current = Thread.currentThread();
int c = getState();
// 这里如果state还是0说明锁还空着
if (c == 0) {
// 因为是公平锁版本的,先去看下是否阻塞队列里有排着队的
if (!hasQueuedPredecessors() &&
compareAndSetState(0, acquires)) {
// 没有排队的,并且state使用cas设置成功的就标记当前占有锁的线程是我
setExclusiveOwnerThread(current);
// 然后其实就返回了,包括阻塞队列的head和tail节点和waitStatus都没有设置
return true;
}
}
else if (current == getExclusiveOwnerThread()) {
int nextc = c + acquires;
if (nextc < 0)
throw new Error("Maximum lock count exceeded");
setState(nextc);
return true;
}
// 这里就是第二个线程会返回false
return false;
}
}

第二个线程

当第二个线程进来的时候应该是怎么样,结合代码来看

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/**
* Acquires in exclusive mode, ignoring interrupts. Implemented
* by invoking at least once {@link #tryAcquire},
* returning on success. Otherwise the thread is queued, possibly
* repeatedly blocking and unblocking, invoking {@link
* #tryAcquire} until success. This method can be used
* to implement method {@link Lock#lock}.
*
* @param arg the acquire argument. This value is conveyed to
* {@link #tryAcquire} but is otherwise uninterpreted and
* can represent anything you like.
*/
public final void acquire(int arg) {
// 前面第一种情况是tryAcquire直接成功了,这个if判断第一个条件就是false,就不往下执行了
// 如果是第二个线程,第一个条件获取锁不成功,条件判断!tryAcquire(arg) == true,就会走
// acquireQueued(addWaiter(Node.EXCLUSIVE), arg)
if (!tryAcquire(arg) &&
acquireQueued(addWaiter(Node.EXCLUSIVE), arg))
selfInterrupt();
}

然后来看下addWaiter的逻辑

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/**
* Creates and enqueues node for current thread and given mode.
*
* @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared
* @return the new node
*/
private Node addWaiter(Node mode) {
// 这里是包装成一个node
Node node = new Node(Thread.currentThread(), mode);
// Try the fast path of enq; backup to full enq on failure
// 最快的方式就是把当前线程的节点放在阻塞队列的最后
Node pred = tail;
// 只有当tail,也就是pred不为空的时候可以直接接上
if (pred != null) {
node.prev = pred;
// 如果这里cas成功了,就直接接上返回了
if (compareAndSetTail(pred, node)) {
pred.next = node;
return node;
}
}
// 不然就会继续走到这里
enq(node);
return node;
}

然后就是enq的逻辑了

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/**
* Inserts node into queue, initializing if necessary. See picture above.
* @param node the node to insert
* @return node's predecessor
*/
private Node enq(final Node node) {
for (;;) {
// 如果状态没变化的话,tail这时还是null的
Node t = tail;
if (t == null) { // Must initialize
// 这里就会初始化头结点,就是个空节点
if (compareAndSetHead(new Node()))
// tail也赋值成head
tail = head;
} else {
// 这里就设置tail了
node.prev = t;
if (compareAndSetTail(t, node)) {
t.next = node;
return t;
}
}
}
}

所以从这里可以看出来,其实head头结点不是个真实的带有线程的节点,并且不是在第一个线程进来的时候设置的

解锁

通过代码来看下

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/**
* Attempts to release this lock.
*
* <p>If the current thread is the holder of this lock then the hold
* count is decremented. If the hold count is now zero then the lock
* is released. If the current thread is not the holder of this
* lock then {@link IllegalMonitorStateException} is thrown.
*
* @throws IllegalMonitorStateException if the current thread does not
* hold this lock
*/
public void unlock() {
// 释放锁
sync.release(1);
}
/**
* Releases in exclusive mode. Implemented by unblocking one or
* more threads if {@link #tryRelease} returns true.
* This method can be used to implement method {@link Lock#unlock}.
*
* @param arg the release argument. This value is conveyed to
* {@link #tryRelease} but is otherwise uninterpreted and
* can represent anything you like.
* @return the value returned from {@link #tryRelease}
*/
public final boolean release(int arg) {
// 尝试去释放
if (tryRelease(arg)) {
Node h = head;
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}
protected final boolean tryRelease(int releases) {
int c = getState() - releases;
if (Thread.currentThread() != getExclusiveOwnerThread())
throw new IllegalMonitorStateException();
boolean free = false;
// 判断是否完全释放锁,因为可重入
if (c == 0) {
free = true;
setExclusiveOwnerThread(null);
}
setState(c);
return free;
}
// 这段代码和上面的一致,只是为了顺序性,又拷下来看下

public final boolean release(int arg) {
// 尝试去释放,如果是完全释放,返回的就是true,否则是false
if (tryRelease(arg)) {
Node h = head;
// 这里判断头结点是否为空以及waitStatus的状态,前面说了head节点其实是
// 在第二个线程进来的时候初始化的,如果是空的话说明没后续节点,并且waitStatus
// 也表示了后续的等待状态
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}

/**
* Wakes up node's successor, if one exists.
*
* @param node the node
*/
// 唤醒后继节点
private void unparkSuccessor(Node node) {
/*
* If status is negative (i.e., possibly needing signal) try
* to clear in anticipation of signalling. It is OK if this
* fails or if status is changed by waiting thread.
*/
int ws = node.waitStatus;
if (ws < 0)
compareAndSetWaitStatus(node, ws, 0);

/*
* Thread to unpark is held in successor, which is normally
* just the next node. But if cancelled or apparently null,
* traverse backwards from tail to find the actual
* non-cancelled successor.
*/
Node s = node.next;
// 如果后继节点是空或者当前节点取消等待了
if (s == null || s.waitStatus > 0) {
s = null;
// 从后往前找,找到非取消的节点,注意这里不是找到就退出,而是一直找到头
// 所以不必担心中间有取消的
for (Node t = tail; t != null && t != node; t = t.prev)
if (t.waitStatus <= 0)
s = t;
}
if (s != null)
// 将其唤醒
LockSupport.unpark(s.thread);
}

最近群里大佬发起了一个读书打卡活动,需要每天读一会书,在群里打卡分享感悟,争取一个月能读完一本书,说实话一天十分钟的读书时间倒是问题不大,不过每天都要打卡,而且一个月要读完一本书,其实难度还是有点大的,不过也想试试看。
之前某某老大给自己立了个 flag,说要读一百本书,这对我来说挺难实现的,一则我也不喜欢书只读一小半,二则感觉对于喜欢看的内容范围还是比较有限制,可能也算是比较矫情,不爱追热门的各类东西,因为往往会有一些跟大众不一致的观点看法,显得格格不入。所以还是这个打卡活动可能会比较适合我,书是人类进步的阶梯。
到现在是打卡了三天了,读的主要是白岩松的《幸福了吗》,对于白岩松,我们这一代人是比较熟悉,并且整体印象比较不错的一个央视主持人,从《焦点访谈》开始,到疫情期间的各类一线节目,可能对我来说是个三观比较正,敢于说一些真话的主持人,这中间其实是有个空档期,没怎么看电视,也不太关注了,只是在疫情期间的节目,还是一如既往地给人一种可靠的感觉,正好有一次偶然微信读书推荐了白岩松的这本书,就看了一部分,正好这次继续往下看,因为相对来讲不会很晦涩,并且从这位知名央视主持人的角度分享他的过往和想法看法,还是比较有意思的。
从对汶川地震,08 年奥运等往事的回忆和一些细节的呈现,也让我了解比较多当时所不知道的,特别是汶川地震,那时的我还在读高中,真的是看着电视,作为“猛男”都忍不住泪目了,共和国之殇,多难兴邦,但是这对于当事人来说,都是一场醒不过来的噩梦。
然后是对于足球的热爱,其实光这个就能掰扯很多,因为我不爱足球,只爱篮球,其中原因有的没的也挺多可以说的,但是看了他的书,才能比较深入的了解一个足球迷,对足球,对中国足球,对世界杯,对阿根廷的感情。
接下去还是想能继续坚持下去,加油!

前面写过一系列的 redis 源码分析的,但是实际上很多的问题还是需要结合实际的使用,然后其实就避不开缓存使用的三个著名问题,穿透,击穿和雪崩,这三个概念也是有着千丝万缕的关系,

缓存穿透

缓存穿透是指当数据库中本身就不存在这个数据的时候,使用一般的缓存策略时访问不到缓存后就访问数据库,但是因为数据库也没数据,所以如果不做任何策略优化的话,这类数据就每次都会访问一次数据库,对数据库压力也会比较大。

缓存击穿

缓存击穿跟穿透比较类似的,都是访问缓存不在,然后去访问数据库,与穿透不一样的是击穿是在数据库中存在数据,但是可能由于第一次访问,或者缓存过期了,需要访问到数据库,这对于访问量小的情况其实算是个正常情况,但是随着请求量变高就会引发一些性能隐患。

缓存雪崩

缓存雪崩就是击穿的大规模集群效应,当大量的缓存过期失效的时候,这些请求都是直接访问到数据库了,会对数据库造成很大的压力。

对于以上三种场景也有一些比较常见的解决方案,但也不能说是万无一失的,需要随着业务去寻找合适的方案

解决缓存穿透

对于数据库中就没这个数据的时候,一种是可以对这个 key 设置下空值,即以一个特定的表示是数据库不存在的,这种情况需要合理地调整过期时间,当这个 key 在数据库中有数据了的话,也需要有策略去更新这个值,并且如果这类 key 非常多,这个方法就会不太合适,就可以使用第二种方法,就是布隆过滤器,bloom filter,前置一个布隆过滤器,当这个 key 在数据库不存在的话,先用布隆过滤器挡一道,如果不在的话就直接返回了,当然布隆过滤器不是绝对的准确的

解决缓存击穿

当一个 key 的缓存过期了,如果大量请求过来访问这个 key,请求都会落在数据库里,这个时候就可以使用一些类似于互斥锁的方式去让一个线程去访问数据库,更新缓存,但是这里其实也有个问题,就是如果是热点 key 其实这种方式也比较危险,万一更新失败,或者更新操作的时候耗时比较久,就会有一大堆请求卡在那,这种情况可能需要有一些异步提前刷新缓存,可以结合具体场景选择方式

解决缓存雪崩

雪崩的情况是指大批量的 key 都一起过期了,击穿的放大版,大批量的请求都打到数据库上了,一方面有可能直接缓存不可用了,就需要用集群化高可用的缓存服务,然后对于实际使用中也可以使用本地缓存结合 redis 缓存,去提高可用性,再配合一些限流措施,然后就是缓存使用过程总的过期时间最好能加一些随机值,防止在同一时间过期而导致雪崩,结合互斥锁防止大量请求打到数据库。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

题目介绍

A path in a binary tree is a sequence of nodes where each pair of adjacent nodes in the sequence has an edge connecting them. A node can only appear in the sequence at most once. Note that the path does not need to pass through the root.

The path sum of a path is the sum of the node’s values in the path.

Given the root of a binary tree, return the maximum path sum of any path.

路径 被定义为一条从树中任意节点出发,沿父节点-子节点连接,达到任意节点的序列。该路径 至少包含一个 节点,且不一定经过根节点。

路径和 是路径中各节点值的总和。

给你一个二叉树的根节点 root ,返回其 最大路径和

简要分析

其实这个题目会被误解成比较简单,左子树最大的,或者右子树最大的,或者两边加一下,仔细想想都不对,其实有可能是产生于左子树中,或者右子树中,这两个都是指跟左子树根还有右子树根没关系的,这么说感觉不太容易理解,画个图

可以看到图里,其实最长路径和是左边这个子树组成的,跟根节点还有右子树完全没关系,然后再想一种情况,如果是整棵树就是图中的左子树,那么这个最长路径和就是左子树加右子树加根节点了,所以不是我一开始想得那么简单,在代码实现中也需要一些技巧

代码

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int ansNew = Integer.MIN_VALUE;
public int maxPathSum(TreeNode root) {
maxSumNew(root);
return ansNew;
}

public int maxSumNew(TreeNode root) {
if (root == null) {
return 0;
}
// 这里是个简单的递归,就是去递归左右子树,但是这里其实有个概念,当这样处理时,其实相当于把子树的内部的最大路径和已经算出来了
int left = maxSumNew(root.left);
int right = maxSumNew(root.right);
// 这里前面我有点没想明白,但是看到 ansNew 的比较,其实相当于,返回的是三种情况里的最大值,一个是左子树+根,一个是右子树+根,一个是单独根节点,
// 这样这个递归的返回才会有意义,不然像原来的方法,它可能是跳着的,但是这种情况其实是借助于 ansNew 这个全局的最大值,因为原来我觉得要比较的是
// left, right, left + root , right + root, root, left + right + root 这些的最大值,这里是分成了两个阶段,left 跟 right 的最大值已经在上面的
// 调用过程中赋值给 ansNew 了
int currentSum = Math.max(Math.max(root.val + left , root.val + right), root.val);
// 这边返回的是 currentSum,然后再用它跟 left + right + root 进行对比,然后再去更新 ans
// PS: 有个小点也是这边的破局点,就是这个 ansNew
int res = Math.max(left + right + root.val, currentSum);
ans = Math.max(res, ans);
return currentSum;
}

这里非常重要的就是 ansNew 是最后的一个结果,而对于 maxSumNew 这个函数的返回值其实是需要包含了一个连续结果,因为要返回继续去算路径和,所以返回的是 currentSum,最终结果是 ansNew

结果图

难得有个 100%,贴个图哈哈

今天真的是被气得不轻,情况是碰到一个有 70 多秒的直行红灯,然后直行就排了很长的队,但是左转车道没车,就有好几辆车占着左转车道,准备往直行车道插队加塞,一般这种加塞的,会挑个不太计较的,如果前面一辆不让的话就再等等,我因为赶着回家,就不想让,结果那辆车几次车头直接往里冲,当时怒气值基本已经蓄满了,我真的是分毫都不想让,如果路上都是让着这种人的,那么这种情况只会越来越严重,我理解的这种心态,就赌你怕麻烦,多一事不如少一事,结果就是每次都能顺利插队加塞,其实延伸到我们社会中的种种实质性的排队或者等同于排队的情况,都已经有这种惯有思维,一方面这种不符合规则,可能在严重程度上容易被很多人所忽视,基本上已经被很多人当成是“合理”行为,另一方面,对于这些“微小”的违规行为,本身管理层面也基本没有想要管的意思,就更多的成为了纵容这些行为的导火索,并且大多数人都是想着如果不让,发生点小剐小蹭的要浪费很多时间精力来处理,甚至会觉得会被别人觉得自己太小气等等,诸多内外成本结合起来,会真的去硬刚的可能少之又少了,这样也就让更多的人觉得这种行为是被默许的,再举个非常小的例子,以我们公司疫情期间的盒饭发放为例,有两个比较“有意思”的事情,第一个就是因为疫情,本来是让排队要间隔一米,但是可能除了我比较怕死会跟前面的人保持点距离基本没别人会不挨着前面的人,甚至我跟我前面的人保持点距离,后面的同学会推着我让我上去;第二个是关于拿饭,这么多人排着队拿饭,然后有部分同学,一个人拿好几份,帮组里其他人的都拿了,有些甚至一个人拿十份,假如这个盒饭发放是说明了可以按部门直接全领了那就没啥问题,但是当时的状况是个人排队领自己的那一份,如果一个同学直接帮着组里十几个人都拿了,后面排队的人是什么感受呢,甚至有些是看到队伍排长了,就找队伍里自己认识的比较靠前的人说你帮我也拿一份,其实作为我这个比较按规矩办事的“愣头青”来说,我是比较不能接受这两件小事里的行为的,再往下说可能就有点偏激了,先说到这~

题目介绍

写一个程序找出两个单向链表的交叉起始点,可能是我英语不好,图里画的其实还有一点是交叉以后所有节点都是相同的
Write a program to find the node at which the intersection of two singly linked lists begins.

For example, the following two linked lists:

begin to intersect at node c1.

Example 1:

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Input: intersectVal = 8, listA = [4,1,8,4,5], listB = [5,6,1,8,4,5], skipA = 2, skipB = 3
Output: Reference of the node with value = 8
Input Explanation: The intersected node's value is 8 (note that this must not be 0 if the two lists intersect). From the head of A, it reads as [4,1,8,4,5]. From the head of B, it reads as [5,6,1,8,4,5]. There are 2 nodes before the intersected node in A; There are 3 nodes before the intersected node in B.

分析题解

一开始没什么头绪,感觉只能最原始的遍历,后来看了一些文章,发现比较简单的方式就是先找两个链表的长度差,因为从相交点开始肯定是长度一致的,这是个很好的解题突破口,找到长度差以后就是先跳过长链表的较长部分,然后开始同步遍历比较 A,B 链表;

代码

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public ListNode getIntersectionNode(ListNode headA, ListNode headB) {
if (headA == null || headB == null) {
return null;
}
// 算 A 的长度
int countA = 0;
ListNode tailA = headA;
while (tailA != null) {
tailA = tailA.next;
countA++;
}
// 算 B 的长度
int countB = 0;
ListNode tailB = headB;
while (tailB != null) {
tailB = tailB.next;
countB++;
}
tailA = headA;
tailB = headB;
// 依据长度差,先让长的链表 tail 指针往后移
if (countA > countB) {
while (countA > countB) {
tailA = tailA.next;
countA--;
}
} else if (countA < countB) {
while (countA < countB) {
tailB = tailB.next;
countB--;
}
}
// 然后以相同速度遍历两个链表比较
while (tailA != null) {
if (tailA == tailB) {
return tailA;
} else {
tailA = tailA.next;
tailB = tailB.next;
}
}
return null;
}

总结

可能缺少这种思维,做的还是比较少,所以没法一下子反应过来,需要锻炼,我的第一反应是两重遍历,不过那样复杂度就高了,这里应该是只有 O(N) 的复杂度。

Java 中的这个话题也是比较常遇到的,关于这块原先也是比较忽略的,但是仔细想想又有点遗忘了就在这里记一下
简单看下代码
java.lang.Object#equals

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public boolean equals(Object obj) {
return (this == obj);
}

对于所有对象的父类,equals 方法其实对比的就是对象的地址,也就是是否是同一个对象,试想如果像 Integer 或者 String 这种,我们没有重写 equals,那其实就等于是在用==,可能就没法达到我们的目的,所以像 String 这种常用的 jdk 类都是默认重写了
java.lang.String#equals

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public boolean equals(Object anObject) {
if (this == anObject) {
return true;
}
if (anObject instanceof String) {
String anotherString = (String)anObject;
int n = value.length;
if (n == anotherString.value.length) {
char v1[] = value;
char v2[] = anotherString.value;
int i = 0;
while (n-- != 0) {
if (v1[i] != v2[i])
return false;
i++;
}
return true;
}
}
return false;
}

然后呢就是为啥一些书或者 effective java 中写了 equalshashCode 要一起重写,这里涉及到当对象作为 HashMapkey 的时候
首先 HashMap 会使用 hashCode 去判断是否在同一个槽里,然后在通过 equals 去判断是否是同一个 key,是的话就替换,不是的话就链表接下去,如果不重写 hashCode 的话,默认的 objecthashCodenative 方法,根据对象的地址生成的,这样其实对象的值相同的话,因为地址不同,HashMap 也会出现异常,所以需要重写,同时也需要重写 equals 方法,才能确认是同一个 key,而不是落在同一个槽的不同 key.

前几天同事问了我个 mysql 索引的问题,虽然大概知道,但是还是想来实践下,就是 is null,is not null 这类查询是否能用索引,可能之前有些网上的文章说都是不能用索引,但是其实不是,我们来看个小试验

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CREATE TABLE `null_index_t` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT,
`null_key` varchar(255) DEFAULT NULL,
`null_key1` varchar(255) DEFAULT NULL,
`null_key2` varchar(255) DEFAULT NULL,
PRIMARY KEY (`id`),
KEY `idx_1` (`null_key`) USING BTREE,
KEY `idx_2` (`null_key1`) USING BTREE,
KEY `idx_3` (`null_key2`) USING BTREE
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;

用个存储过程来插入数据

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delimiter $ #以delimiter来标记用$表示存储过程结束
create procedure nullIndex1()
begin
declare i int;
declare j int;
set i=1;
set j=1;
while(i<=100) do
while(j<=100) do
IF (i % 3 = 0) THEN
INSERT INTO null_index_t ( `null_key`, `null_key1`, `null_key2` ) VALUES (null , LEFT(MD5(RAND()), 8), LEFT(MD5(RAND()), 8));
ELSEIF (i % 3 = 1) THEN
INSERT INTO null_index_t ( `null_key`, `null_key1`, `null_key2` ) VALUES (LEFT(MD5(RAND()), 8), NULL, LEFT(MD5(RAND()), 8));
ELSE
INSERT INTO null_index_t ( `null_key`, `null_key1`, `null_key2` ) VALUES (LEFT(MD5(RAND()), 8), LEFT(MD5(RAND()), 8), NULL);
END IF;
set j=j+1;
end while;
set i=i+1;
set j=1;
end while;
end
$
call nullIndex1();

然后看下我们的 is null 查询

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EXPLAIN select * from null_index_t WHERE null_key is null;


再来看看另一个

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EXPLAIN select * from null_index_t WHERE null_key is not null;


从这里能看出来啥呢,可以思考下

从上面可以发现,is null应该是用上了索引了,所以至少不是一刀切不能用,但是看着is not null好像不太行额
我们在做一点小改动,把这个表里的数据改成 9100 条是 null,剩下 900 条是有值的,然后再执行下

然后再来看看执行结果

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EXPLAIN select * from null_index_t WHERE null_key is null;

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EXPLAIN select * from null_index_t WHERE null_key is not null;


是不是不一样了,这里再补充下我试验使用的 mysql 是 5.7 的,不保证在其他版本的一致性,
其实可以看出随着数据量的变化,mysql 会不会使用索引是会变化的,不是说 is not null 一定会使用,也不是一定不会使用,而是优化器会根据查询成本做个预判,这个预判尽可能会减小查询成本,主要包括回表啥的,但是也不一定完全准确。

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

题目介绍

A path in a binary tree is a sequence of nodes where each pair of adjacent nodes in the sequence has an edge connecting them. A node can only appear in the sequence at most once. Note that the path does not need to pass through the root.

The path sum of a path is the sum of the node’s values in the path.

Given the root of a binary tree, return the maximum path sum of any path.

路径 被定义为一条从树中任意节点出发,沿父节点-子节点连接,达到任意节点的序列。该路径 至少包含一个 节点,且不一定经过根节点。

路径和 是路径中各节点值的总和。

给你一个二叉树的根节点 root ,返回其 最大路径和

简要分析

其实这个题目会被误解成比较简单,左子树最大的,或者右子树最大的,或者两边加一下,仔细想想都不对,其实有可能是产生于左子树中,或者右子树中,这两个都是指跟左子树根还有右子树根没关系的,这么说感觉不太容易理解,画个图

可以看到图里,其实最长路径和是左边这个子树组成的,跟根节点还有右子树完全没关系,然后再想一种情况,如果是整棵树就是图中的左子树,那么这个最长路径和就是左子树加右子树加根节点了,所以不是我一开始想得那么简单,在代码实现中也需要一些技巧

代码

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int ansNew = Integer.MIN_VALUE;
public int maxPathSum(TreeNode root) {
maxSumNew(root);
return ansNew;
}

public int maxSumNew(TreeNode root) {
if (root == null) {
return 0;
}
// 这里是个简单的递归,就是去递归左右子树,但是这里其实有个概念,当这样处理时,其实相当于把子树的内部的最大路径和已经算出来了
int left = maxSumNew(root.left);
int right = maxSumNew(root.right);
// 这里前面我有点没想明白,但是看到 ansNew 的比较,其实相当于,返回的是三种情况里的最大值,一个是左子树+根,一个是右子树+根,一个是单独根节点,
// 这样这个递归的返回才会有意义,不然像原来的方法,它可能是跳着的,但是这种情况其实是借助于 ansNew 这个全局的最大值,因为原来我觉得要比较的是
// left, right, left + root , right + root, root, left + right + root 这些的最大值,这里是分成了两个阶段,left 跟 right 的最大值已经在上面的
// 调用过程中赋值给 ansNew 了
int currentSum = Math.max(Math.max(root.val + left , root.val + right), root.val);
// 这边返回的是 currentSum,然后再用它跟 left + right + root 进行对比,然后再去更新 ans
// PS: 有个小点也是这边的破局点,就是这个 ansNew
int res = Math.max(left + right + root.val, currentSum);
ans = Math.max(res, ans);
return currentSum;
}

这里非常重要的就是 ansNew 是最后的一个结果,而对于 maxSumNew 这个函数的返回值其实是需要包含了一个连续结果,因为要返回继续去算路径和,所以返回的是 currentSum,最终结果是 ansNew

结果图

难得有个 100%,贴个图哈哈

今天真的是被气得不轻,情况是碰到一个有 70 多秒的直行红灯,然后直行就排了很长的队,但是左转车道没车,就有好几辆车占着左转车道,准备往直行车道插队加塞,一般这种加塞的,会挑个不太计较的,如果前面一辆不让的话就再等等,我因为赶着回家,就不想让,结果那辆车几次车头直接往里冲,当时怒气值基本已经蓄满了,我真的是分毫都不想让,如果路上都是让着这种人的,那么这种情况只会越来越严重,我理解的这种心态,就赌你怕麻烦,多一事不如少一事,结果就是每次都能顺利插队加塞,其实延伸到我们社会中的种种实质性的排队或者等同于排队的情况,都已经有这种惯有思维,一方面这种不符合规则,可能在严重程度上容易被很多人所忽视,基本上已经被很多人当成是“合理”行为,另一方面,对于这些“微小”的违规行为,本身管理层面也基本没有想要管的意思,就更多的成为了纵容这些行为的导火索,并且大多数人都是想着如果不让,发生点小剐小蹭的要浪费很多时间精力来处理,甚至会觉得会被别人觉得自己太小气等等,诸多内外成本结合起来,会真的去硬刚的可能少之又少了,这样也就让更多的人觉得这种行为是被默许的,再举个非常小的例子,以我们公司疫情期间的盒饭发放为例,有两个比较“有意思”的事情,第一个就是因为疫情,本来是让排队要间隔一米,但是可能除了我比较怕死会跟前面的人保持点距离基本没别人会不挨着前面的人,甚至我跟我前面的人保持点距离,后面的同学会推着我让我上去;第二个是关于拿饭,这么多人排着队拿饭,然后有部分同学,一个人拿好几份,帮组里其他人的都拿了,有些甚至一个人拿十份,假如这个盒饭发放是说明了可以按部门直接全领了那就没啥问题,但是当时的状况是个人排队领自己的那一份,如果一个同学直接帮着组里十几个人都拿了,后面排队的人是什么感受呢,甚至有些是看到队伍排长了,就找队伍里自己认识的比较靠前的人说你帮我也拿一份,其实作为我这个比较按规矩办事的“愣头青”来说,我是比较不能接受这两件小事里的行为的,再往下说可能就有点偏激了,先说到这~

题目介绍

写一个程序找出两个单向链表的交叉起始点,可能是我英语不好,图里画的其实还有一点是交叉以后所有节点都是相同的
Write a program to find the node at which the intersection of two singly linked lists begins.

For example, the following two linked lists:

begin to intersect at node c1.

Example 1:

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Input: intersectVal = 8, listA = [4,1,8,4,5], listB = [5,6,1,8,4,5], skipA = 2, skipB = 3
Output: Reference of the node with value = 8
Input Explanation: The intersected node's value is 8 (note that this must not be 0 if the two lists intersect). From the head of A, it reads as [4,1,8,4,5]. From the head of B, it reads as [5,6,1,8,4,5]. There are 2 nodes before the intersected node in A; There are 3 nodes before the intersected node in B.

分析题解

一开始没什么头绪,感觉只能最原始的遍历,后来看了一些文章,发现比较简单的方式就是先找两个链表的长度差,因为从相交点开始肯定是长度一致的,这是个很好的解题突破口,找到长度差以后就是先跳过长链表的较长部分,然后开始同步遍历比较 A,B 链表;

代码

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public ListNode getIntersectionNode(ListNode headA, ListNode headB) {
if (headA == null || headB == null) {
return null;
}
// 算 A 的长度
int countA = 0;
ListNode tailA = headA;
while (tailA != null) {
tailA = tailA.next;
countA++;
}
// 算 B 的长度
int countB = 0;
ListNode tailB = headB;
while (tailB != null) {
tailB = tailB.next;
countB++;
}
tailA = headA;
tailB = headB;
// 依据长度差,先让长的链表 tail 指针往后移
if (countA > countB) {
while (countA > countB) {
tailA = tailA.next;
countA--;
}
} else if (countA < countB) {
while (countA < countB) {
tailB = tailB.next;
countB--;
}
}
// 然后以相同速度遍历两个链表比较
while (tailA != null) {
if (tailA == tailB) {
return tailA;
} else {
tailA = tailA.next;
tailB = tailB.next;
}
}
return null;
}

总结

可能缺少这种思维,做的还是比较少,所以没法一下子反应过来,需要锻炼,我的第一反应是两重遍历,不过那样复杂度就高了,这里应该是只有 O(N) 的复杂度。

Java 中的这个话题也是比较常遇到的,关于这块原先也是比较忽略的,但是仔细想想又有点遗忘了就在这里记一下
简单看下代码
java.lang.Object#equals

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public boolean equals(Object obj) {
return (this == obj);
}

对于所有对象的父类,equals 方法其实对比的就是对象的地址,也就是是否是同一个对象,试想如果像 Integer 或者 String 这种,我们没有重写 equals,那其实就等于是在用==,可能就没法达到我们的目的,所以像 String 这种常用的 jdk 类都是默认重写了
java.lang.String#equals

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public boolean equals(Object anObject) {
if (this == anObject) {
return true;
}
if (anObject instanceof String) {
String anotherString = (String)anObject;
int n = value.length;
if (n == anotherString.value.length) {
char v1[] = value;
char v2[] = anotherString.value;
int i = 0;
while (n-- != 0) {
if (v1[i] != v2[i])
return false;
i++;
}
return true;
}
}
return false;
}

然后呢就是为啥一些书或者 effective java 中写了 equalshashCode 要一起重写,这里涉及到当对象作为 HashMapkey 的时候
首先 HashMap 会使用 hashCode 去判断是否在同一个槽里,然后在通过 equals 去判断是否是同一个 key,是的话就替换,不是的话就链表接下去,如果不重写 hashCode 的话,默认的 objecthashCodenative 方法,根据对象的地址生成的,这样其实对象的值相同的话,因为地址不同,HashMap 也会出现异常,所以需要重写,同时也需要重写 equals 方法,才能确认是同一个 key,而不是落在同一个槽的不同 key.

前几天同事问了我个 mysql 索引的问题,虽然大概知道,但是还是想来实践下,就是 is null,is not null 这类查询是否能用索引,可能之前有些网上的文章说都是不能用索引,但是其实不是,我们来看个小试验

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CREATE TABLE `null_index_t` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT,
`null_key` varchar(255) DEFAULT NULL,
`null_key1` varchar(255) DEFAULT NULL,
`null_key2` varchar(255) DEFAULT NULL,
PRIMARY KEY (`id`),
KEY `idx_1` (`null_key`) USING BTREE,
KEY `idx_2` (`null_key1`) USING BTREE,
KEY `idx_3` (`null_key2`) USING BTREE
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;

用个存储过程来插入数据

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delimiter $ #以delimiter来标记用$表示存储过程结束
create procedure nullIndex1()
begin
declare i int;
declare j int;
set i=1;
set j=1;
while(i<=100) do
while(j<=100) do
IF (i % 3 = 0) THEN
INSERT INTO null_index_t ( `null_key`, `null_key1`, `null_key2` ) VALUES (null , LEFT(MD5(RAND()), 8), LEFT(MD5(RAND()), 8));
ELSEIF (i % 3 = 1) THEN
INSERT INTO null_index_t ( `null_key`, `null_key1`, `null_key2` ) VALUES (LEFT(MD5(RAND()), 8), NULL, LEFT(MD5(RAND()), 8));
ELSE
INSERT INTO null_index_t ( `null_key`, `null_key1`, `null_key2` ) VALUES (LEFT(MD5(RAND()), 8), LEFT(MD5(RAND()), 8), NULL);
END IF;
set j=j+1;
end while;
set i=i+1;
set j=1;
end while;
end
$
call nullIndex1();

然后看下我们的 is null 查询

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EXPLAIN select * from null_index_t WHERE null_key is null;


再来看看另一个

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EXPLAIN select * from null_index_t WHERE null_key is not null;


从这里能看出来啥呢,可以思考下

从上面可以发现,is null应该是用上了索引了,所以至少不是一刀切不能用,但是看着is not null好像不太行额
我们在做一点小改动,把这个表里的数据改成 9100 条是 null,剩下 900 条是有值的,然后再执行下

然后再来看看执行结果

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EXPLAIN select * from null_index_t WHERE null_key is null;

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EXPLAIN select * from null_index_t WHERE null_key is not null;


是不是不一样了,这里再补充下我试验使用的 mysql 是 5.7 的,不保证在其他版本的一致性,
其实可以看出随着数据量的变化,mysql 会不会使用索引是会变化的,不是说 is not null 一定会使用,也不是一定不会使用,而是优化器会根据查询成本做个预判,这个预判尽可能会减小查询成本,主要包括回表啥的,但是也不一定完全准确。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

几年前看了柴静的《穹顶之下》觉得这个记者调查得很深入,挺有水平,然后再看到了她跟丁仲礼的采访,其实没看完整,也没试着去理解,就觉得环境问题挺严重的,为啥柴静这个对面的这位好像对这个很不屑的样子,最近因为丁仲礼上了美国制裁名单,B 站又有人把这个视频发了出来,就完整看了下,就觉得自己挺惭愧的,就抱着对柴静的好感而没来由的否定了丁老的看法和说法,所以人也需要不断地学习,改正之前错误的观点,当然不是说我现在说的就是百分百正确,只是个人的一些浅显的见解

先聊聊这个事情,整体看下来我的一些理解,IPCC给中国的方案其实是个很大的陷阱,它里面有几个隐藏的点是容易被我们外行忽略的,第一点是基数,首先发达国家目前(指2010年采访或者IPCC方案时间)的人均碳排放量已经是远高于发展中国家的了,这也就导致了所谓的发达国家承诺减排80%是个非常有诚意的承诺其实就是忽悠;第二点是碳排放是个累计过程,从1900年开始到2050年,或者说到2010年,发达国家已经排的量是远超过发展中国家的,这是非常不公平的;第三点其实是通过前两点推导出来的,也就是即使发达国家这么有诚意地说减排80%,扒开这层虚伪的外衣,其实是给他们11亿人分走了48%的碳排放量,留给发展中国家55亿人口的只剩下了52%;第四点,人是否因为国家的发达与否而应受到不平等待遇,如果按国家维度,丁老说的,摩纳哥要跟中国分同样的排放量么,中国人还算不算人;第五点,这点算是我自己想的,也可能是柴静屁股决定脑袋想不到的点,她作为一个物质生活条件已经足够好了,那么对于那些生活在物质条件平均线以下的,他们是否能像城里人那样有空调地暖,洗澡有热水器浴霸,上下班能开车,这些其实都直接或者间接地导致了碳排放;他们有没有改善物质生活条件地权利呢,并且再说回来,其实丁老也给了我们觉得合理地方案,我们保证不管发达国家不管减排多少,我们都不会超过他们的80%,我觉得这是真正的诚意,而不是接着减排80%的噱头来忽悠人,也是像丁老这样的专家才能看破这个陷阱,碳排放权其实就是发展权,就是人权,中国人就不是人了么,或者说站在贫困线以下的人民是否有改善物质条件的权利,而不是说像柴静这样,只是管她自己,可能觉得小孩因为空气污染导致身体不好,所以做了穹顶之下这个纪录片,想去改善这个事情,空气污染不是说对的,只是每个国家都有这个过程,如果不发展,哪里有资源去让人活得好,活得好了是前提,然后再去各方面都改善。

对于这个问题其实更想说的是人的认知偏差,之前总觉得美帝是更自由民主,公平啥的,或者说觉得美帝啥都好,有种无脑愤青的感觉,外国的月亮比较圆,但是经历了像川普当选美国总统以来的各种魔幻操作,还有对于疫情的种种不可思议的美国民众的反应,其实更让人明白第一是外国的月亮没比较圆,第二是事情总是没那么简单粗暴非黑即白,美国不像原先设想地那么领先优秀,但是的确有很多方面是全球领先的,天朝也有体制所带来的优势,不可妄自菲薄,也不能忙不自大,还是要多学习知识,提升认知水平。

题目介绍

Given preorder and inorder traversal of a tree, construct the binary tree.
给定一棵树的前序和中序遍历,构造出一棵二叉树

注意

You may assume that duplicates do not exist in the tree.
你可以假设树中没有重复的元素。(PS: 不然就没法做了呀)

例子:

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preorder = [3,9,20,15,7]
inorder = [9,3,15,20,7]

返回的二叉树

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5
  3
/ \
9 20
/ \
15 7

简要分析

看到这个题可以想到一个比较常规的解法就是递归拆树,前序就是根左右,中序就是左根右,然后就是通过前序已经确定的根在中序中找到,然后去划分左右子树,这个例子里是 3,找到中序中的位置,那么就可以确定,9 是左子树,15,20,7是右子树,然后对应的可以根据左右子树的元素数量在前序中划分左右子树,再继续递归就行

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class Solution {
public TreeNode buildTree(int[] preorder, int[] inorder) {
// 获取下数组长度
int n = preorder.length;
// 排除一下异常和边界
if (n != inorder.length) {
return null;
}
if (n == 0) {
return null;
}
if (n == 1) {
return new TreeNode(preorder[0]);
}
// 获得根节点
TreeNode node = new TreeNode(preorder[0]);
int pos = 0;
// 找到中序中的位置
for (int i = 0; i < inorder.length; i++) {
if (node.val == inorder[i]) {
pos = i;
break;
}
}
// 划分左右再进行递归,注意下`Arrays.copyOfRange`的用法
node.left = buildTree(Arrays.copyOfRange(preorder, 1, pos + 1), Arrays.copyOfRange(inorder, 0, pos));
node.right = buildTree(Arrays.copyOfRange(preorder, pos + 1, n), Arrays.copyOfRange(inorder, pos + 1, n));
return node;
}
}

题目介绍

Design a stack that supports push, pop, top, and retrieving the minimum element in constant time.
设计一个栈,支持压栈,出站,获取栈顶元素,通过常数级复杂度获取栈中的最小元素

  • push(x) – Push element x onto stack.
  • pop() – Removes the element on top of the stack.
  • top() – Get the top element.
  • getMin() – Retrieve the minimum element in the stack.

示例

Example 1:

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Input
["MinStack","push","push","push","getMin","pop","top","getMin"]
[[],[-2],[0],[-3],[],[],[],[]]

Output
[null,null,null,null,-3,null,0,-2]

Explanation
MinStack minStack = new MinStack();
minStack.push(-2);
minStack.push(0);
minStack.push(-3);
minStack.getMin(); // return -3
minStack.pop();
minStack.top(); // return 0
minStack.getMin(); // return -2

简要分析

其实现在大部分语言都自带类栈的数据结构,Java 也自带 stack 这个数据结构,所以这个题的主要难点的就是常数级的获取最小元素,最开始的想法是就一个栈外加一个记录最小值的变量就行了,但是仔细一想是不行的,因为随着元素被 pop 出去,这个最小值也可能需要梗着变化,就不太好判断了,所以后面是用了一个辅助栈。

代码

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class MinStack {
// 这个作为主栈
Stack<Integer> s1 = new Stack<>();
// 这个作为辅助栈,放最小值的栈
Stack<Integer> s2 = new Stack<>();
/** initialize your data structure here. */
public MinStack() {

}

public void push(int x) {
// 放入主栈
s1.push(x);
// 当 s2 是空或者当前值是小于"等于" s2 栈顶时,压入辅助最小值的栈
// 注意这里的"等于"非常必要,因为当最小值有多个的情况下,也需要压入栈,否则在 pop 的时候就会不对等
if (s2.isEmpty() || x <= s2.peek()) {
s2.push(x);
}
}

public void pop() {
// 首先就是主栈要 pop,然后就是第二个了,跟上面的"等于"很有关系,
// 因为如果有两个最小值,如果前面等于的情况没有压栈,那这边相等的时候 pop 就会少一个了,可能就导致最小值不对了
int x = s1.pop();
if (x == s2.peek()) {
s2.pop();
}
}

public int top() {
// 栈顶的元素
return s1.peek();
}

public int getMin() {
// 辅助最小栈的栈顶
return s2.peek();
}
}

前几天清华美院学姐的热点火了,然后仔细看了下,其实是个学姐诬陷以为其貌不扬的男同学摸她屁股

然后还在朋友圈发文想让他社死,我也是挺晚才知道这个词什么意思,然后后面我看到了这个图片,挺有意思的

本来其实也没什么想聊这个的,是在 B 站看了个吐槽这个的,然后刚好晚上乘公交的时候又碰到了有点类似的问题
故事描述下,我们从始发站做了公交,这辆公交司机上次碰到过一回,就是会比较关注乘客的佩戴情况,主要考虑到目前国内疫情,然后这次在差不多人都坐满的情况下,可能在提示了三次让车内乘客戴好口罩,但是他指的那个中年女性还是没有反应,司机就转头比较大声指着这个乘客(中年女性)让戴好口罩,然后这个乘客(中年女性)就大声的说“我口罩是滑下来了,你指着我干嘛,你态度这么差,要吃了我一样,我要投诉你”等等,然后可能跟她一块的一个中年女性也是这么帮腔指责司机,比较基本的理解,车子里这么多乘客,假如是处于这位乘客口罩滑下来了而不自知的情况下,司机在提示了三次以后回头指着她说,我想的是没什么问题的,但是这位却反而指责这位司机指着她,并且说是态度差,要吃了她,完全是不可理喻的,并且一直喋喋不休说她口罩滑掉了有什么错,要投诉这个司机,让他可以提前退休了,在其他乘客的劝说下司机准备继续开车时,又口吐芬芳“你个傻,你来打我呀”,真的是让我再次体会到了所谓的恶人先告状的又一完美呈现,后面还有个乘客还是表示要打死司机这个傻,让我有点不明所以,俗话说有人是得理不饶人,前提是得理,这种理亏不饶人真的是挺让人长见识的,试想下,司机在提示三次后,这位乘客还是没有把口罩戴好,如何在不指着这位乘客的情况下能准确的提示到她呢,并且觉得语气态度不好,司机要载着一车的人,因为你这一个乘客不戴好口罩而不能正常出发,有些着急应该很正常吧,可能是平时自己在家里耀武扬威的使唤别人习惯了吧,别人不敢这么大声跟她说话,其实想想这位中年女性应该年纪不会很大,还比较时髦的吧,像一些常见的中年杭州本地人可能是不会说傻*这个词的吧。
杭州的公交可能是在二月份疫情还比较严重的时候是要求上车出示健康码,后面比较缓和以后只要求佩戴好口罩,但是在我们小绍兴,目前还是一律要求检验健康码和佩戴口罩,对于疫情中,并且目前阶段国内也时有报出小范围的疫情的情况下,司机尽职要求佩戴好口罩其实也是为了乘客着想,另一种情况如果司机不严格要求,万一车上有个感染者,这位中年女性被传染了,如果能找到这个司机的话,是不是想“打死”这个司机,竟然让感染者上了车,反正她自己是不可能有错的,上来就是对方态度差,要投诉,自己不戴好口罩啥都没错,我就想知道如果因为自己没戴好口罩被感染了,是不是也是司机的错,毕竟没有像仆人那样点头哈腰求着她戴好口罩。
再说回来,整个车就她一个人没戴好口罩,并且还有个细节,其实这个乘客是上了车之后就没戴好了,本来上车的时候是戴好的,这种比较有可能是觉得上车的时候司机那看一眼就好了,如果好好戴着口罩,一点事情都没有,唉,纯粹是太气愤了,调理逻辑什么的就忽略吧

之前看了 dubbo 的一些代码,在学习过程中,主要关注那些比较“高级”的内容,SPI,自适应扩展等,却忘了一些作为一个 rpc 框架最核心需要的部分,比如如何通信,序列化,网络,容错机制等等,因为其实这个最核心的就是远程调用,自适应扩展其实就是让代码可扩展性,可读性,更优雅等,写的搓一点其实也问题不大,但是一个合适的通信协议,序列化方法,如何容错等却是真正保证是一个 rpc 框架最重要的要素。
首先来看这张图
cluster
在集群调用失败时,Dubbo 提供了多种容错方案,缺省为 failover 重试。
各节点关系:

  • 这里的 InvokerProvider 的一个可调用 Service 的抽象,Invoker 封装了 Provider 地址及 Service 接口信息
  • Directory 代表多个 Invoker,可以把它看成 List<Invoker> ,但与 List 不同的是,它的值可能是动态变化的,比如注册中心推送变更
  • ClusterDirectory 中的多个 Invoker 伪装成一个 Invoker,对上层透明,伪装过程包含了容错逻辑,调用失败后,重试另一个
  • Router 负责从多个 Invoker 中按路由规则选出子集,比如读写分离,应用隔离等
  • LoadBalance 负责从多个 Invoker 中选出具体的一个用于本次调用,选的过程包含了负载均衡算法,调用失败后,需要重选

集群容错模式

Failover Cluster

失败自动切换,当出现失败,重试其它服务器 1。通常用于读操作,但重试会带来更长延迟。可通过 retries=”2” 来设置重试次数(不含第一次)。

重试次数配置如下:

<dubbo:service retries=”2” />
这里重点看下 Failover Cluster集群模式的实现

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public class FailoverCluster implements Cluster {

public final static String NAME = "failover";

public <T> Invoker<T> join(Directory<T> directory) throws RpcException {
return new FailoverClusterInvoker<T>(directory);
}

}

这个代码就非常简单,重点需要看FailoverClusterInvoker里的代码,FailoverClusterInvoker继承了AbstractClusterInvoker类,其中invoke 方法是在抽象类里实现的

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@Override
public Result invoke(final Invocation invocation) throws RpcException {
checkWhetherDestroyed();
// binding attachments into invocation.
// 绑定 attachments 到 invocation 中.
Map<String, Object> contextAttachments = RpcContext.getContext().getObjectAttachments();
if (contextAttachments != null && contextAttachments.size() != 0) {
((RpcInvocation) invocation).addObjectAttachments(contextAttachments);
}
// 列举 Invoker
List<Invoker<T>> invokers = list(invocation);
// 加载 LoadBalance 负载均衡器
LoadBalance loadbalance = initLoadBalance(invokers, invocation);
RpcUtils.attachInvocationIdIfAsync(getUrl(), invocation);
// 调用 实际的 doInvoke 进行后续操作
return doInvoke(invocation, invokers, loadbalance);
}
// 这是个抽象方法,实际是由子类实现的
protected abstract Result doInvoke(Invocation invocation, List<Invoker<T>> invokers,
LoadBalance loadbalance) throws RpcException;

然后重点就是FailoverClusterInvoker中的doInvoke方法了,其实它里面也就这么一个方法

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@Override
@SuppressWarnings({"unchecked", "rawtypes"})
public Result doInvoke(Invocation invocation, final List<Invoker<T>> invokers, LoadBalance loadbalance) throws RpcException {
List<Invoker<T>> copyInvokers = invokers;
checkInvokers(copyInvokers, invocation);
String methodName = RpcUtils.getMethodName(invocation);
// 获取重试次数,这里默认是 2 次,还有可以注意下后面的+1
int len = getUrl().getMethodParameter(methodName, RETRIES_KEY, DEFAULT_RETRIES) + 1;
if (len <= 0) {
len = 1;
}
// retry loop.
RpcException le = null; // last exception.
List<Invoker<T>> invoked = new ArrayList<Invoker<T>>(copyInvokers.size()); // invoked invokers.
Set<String> providers = new HashSet<String>(len);
// 循环调用,失败重试
for (int i = 0; i < len; i++) {
//Reselect before retry to avoid a change of candidate `invokers`.
//NOTE: if `invokers` changed, then `invoked` also lose accuracy.
if (i > 0) {
checkWhetherDestroyed();
// 在进行重试前重新列举 Invoker,这样做的好处是,如果某个服务挂了,
// 通过调用 list 可得到最新可用的 Invoker 列表
copyInvokers = list(invocation);
// check again
// 对 copyinvokers 进行判空检查
checkInvokers(copyInvokers, invocation);
}
// 通过负载均衡来选择 invoker
Invoker<T> invoker = select(loadbalance, invocation, copyInvokers, invoked);
// 将其添加到 invoker 到 invoked 列表中
invoked.add(invoker);
// 设置上下文
RpcContext.getContext().setInvokers((List) invoked);
try {
// 正式调用
Result result = invoker.invoke(invocation);
if (le != null && logger.isWarnEnabled()) {
logger.warn("Although retry the method " + methodName
+ " in the service " + getInterface().getName()
+ " was successful by the provider " + invoker.getUrl().getAddress()
+ ", but there have been failed providers " + providers
+ " (" + providers.size() + "/" + copyInvokers.size()
+ ") from the registry " + directory.getUrl().getAddress()
+ " on the consumer " + NetUtils.getLocalHost()
+ " using the dubbo version " + Version.getVersion() + ". Last error is: "
+ le.getMessage(), le);
}
return result;
} catch (RpcException e) {
if (e.isBiz()) { // biz exception.
throw e;
}
le = e;
} catch (Throwable e) {
le = new RpcException(e.getMessage(), e);
} finally {
providers.add(invoker.getUrl().getAddress());
}
}
throw new RpcException(le.getCode(), "Failed to invoke the method "
+ methodName + " in the service " + getInterface().getName()
+ ". Tried " + len + " times of the providers " + providers
+ " (" + providers.size() + "/" + copyInvokers.size()
+ ") from the registry " + directory.getUrl().getAddress()
+ " on the consumer " + NetUtils.getLocalHost() + " using the dubbo version "
+ Version.getVersion() + ". Last error is: "
+ le.getMessage(), le.getCause() != null ? le.getCause() : le);
}

Failfast Cluster

快速失败,只发起一次调用,失败立即报错。通常用于非幂等性的写操作,比如新增记录。

Failsafe Cluster

失败安全,出现异常时,直接忽略。通常用于写入审计日志等操作。

Failback Cluster

失败自动恢复,后台记录失败请求,定时重发。通常用于消息通知操作。

Forking Cluster

并行调用多个服务器,只要一个成功即返回。通常用于实时性要求较高的读操作,但需要浪费更多服务资源。可通过 forks=”2” 来设置最大并行数。

Broadcast Cluster

广播调用所有提供者,逐个调用,任意一台报错则报错 2。通常用于通知所有提供者更新缓存或日志等本地资源信息。

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

几年前看了柴静的《穹顶之下》觉得这个记者调查得很深入,挺有水平,然后再看到了她跟丁仲礼的采访,其实没看完整,也没试着去理解,就觉得环境问题挺严重的,为啥柴静这个对面的这位好像对这个很不屑的样子,最近因为丁仲礼上了美国制裁名单,B 站又有人把这个视频发了出来,就完整看了下,就觉得自己挺惭愧的,就抱着对柴静的好感而没来由的否定了丁老的看法和说法,所以人也需要不断地学习,改正之前错误的观点,当然不是说我现在说的就是百分百正确,只是个人的一些浅显的见解

先聊聊这个事情,整体看下来我的一些理解,IPCC给中国的方案其实是个很大的陷阱,它里面有几个隐藏的点是容易被我们外行忽略的,第一点是基数,首先发达国家目前(指2010年采访或者IPCC方案时间)的人均碳排放量已经是远高于发展中国家的了,这也就导致了所谓的发达国家承诺减排80%是个非常有诚意的承诺其实就是忽悠;第二点是碳排放是个累计过程,从1900年开始到2050年,或者说到2010年,发达国家已经排的量是远超过发展中国家的,这是非常不公平的;第三点其实是通过前两点推导出来的,也就是即使发达国家这么有诚意地说减排80%,扒开这层虚伪的外衣,其实是给他们11亿人分走了48%的碳排放量,留给发展中国家55亿人口的只剩下了52%;第四点,人是否因为国家的发达与否而应受到不平等待遇,如果按国家维度,丁老说的,摩纳哥要跟中国分同样的排放量么,中国人还算不算人;第五点,这点算是我自己想的,也可能是柴静屁股决定脑袋想不到的点,她作为一个物质生活条件已经足够好了,那么对于那些生活在物质条件平均线以下的,他们是否能像城里人那样有空调地暖,洗澡有热水器浴霸,上下班能开车,这些其实都直接或者间接地导致了碳排放;他们有没有改善物质生活条件地权利呢,并且再说回来,其实丁老也给了我们觉得合理地方案,我们保证不管发达国家不管减排多少,我们都不会超过他们的80%,我觉得这是真正的诚意,而不是接着减排80%的噱头来忽悠人,也是像丁老这样的专家才能看破这个陷阱,碳排放权其实就是发展权,就是人权,中国人就不是人了么,或者说站在贫困线以下的人民是否有改善物质条件的权利,而不是说像柴静这样,只是管她自己,可能觉得小孩因为空气污染导致身体不好,所以做了穹顶之下这个纪录片,想去改善这个事情,空气污染不是说对的,只是每个国家都有这个过程,如果不发展,哪里有资源去让人活得好,活得好了是前提,然后再去各方面都改善。

对于这个问题其实更想说的是人的认知偏差,之前总觉得美帝是更自由民主,公平啥的,或者说觉得美帝啥都好,有种无脑愤青的感觉,外国的月亮比较圆,但是经历了像川普当选美国总统以来的各种魔幻操作,还有对于疫情的种种不可思议的美国民众的反应,其实更让人明白第一是外国的月亮没比较圆,第二是事情总是没那么简单粗暴非黑即白,美国不像原先设想地那么领先优秀,但是的确有很多方面是全球领先的,天朝也有体制所带来的优势,不可妄自菲薄,也不能忙不自大,还是要多学习知识,提升认知水平。

题目介绍

Given preorder and inorder traversal of a tree, construct the binary tree.
给定一棵树的前序和中序遍历,构造出一棵二叉树

注意

You may assume that duplicates do not exist in the tree.
你可以假设树中没有重复的元素。(PS: 不然就没法做了呀)

例子:

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preorder = [3,9,20,15,7]
inorder = [9,3,15,20,7]

返回的二叉树

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  3
/ \
9 20
/ \
15 7

简要分析

看到这个题可以想到一个比较常规的解法就是递归拆树,前序就是根左右,中序就是左根右,然后就是通过前序已经确定的根在中序中找到,然后去划分左右子树,这个例子里是 3,找到中序中的位置,那么就可以确定,9 是左子树,15,20,7是右子树,然后对应的可以根据左右子树的元素数量在前序中划分左右子树,再继续递归就行

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class Solution {
public TreeNode buildTree(int[] preorder, int[] inorder) {
// 获取下数组长度
int n = preorder.length;
// 排除一下异常和边界
if (n != inorder.length) {
return null;
}
if (n == 0) {
return null;
}
if (n == 1) {
return new TreeNode(preorder[0]);
}
// 获得根节点
TreeNode node = new TreeNode(preorder[0]);
int pos = 0;
// 找到中序中的位置
for (int i = 0; i < inorder.length; i++) {
if (node.val == inorder[i]) {
pos = i;
break;
}
}
// 划分左右再进行递归,注意下`Arrays.copyOfRange`的用法
node.left = buildTree(Arrays.copyOfRange(preorder, 1, pos + 1), Arrays.copyOfRange(inorder, 0, pos));
node.right = buildTree(Arrays.copyOfRange(preorder, pos + 1, n), Arrays.copyOfRange(inorder, pos + 1, n));
return node;
}
}

题目介绍

Design a stack that supports push, pop, top, and retrieving the minimum element in constant time.
设计一个栈,支持压栈,出站,获取栈顶元素,通过常数级复杂度获取栈中的最小元素

  • push(x) – Push element x onto stack.
  • pop() – Removes the element on top of the stack.
  • top() – Get the top element.
  • getMin() – Retrieve the minimum element in the stack.

示例

Example 1:

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Input
["MinStack","push","push","push","getMin","pop","top","getMin"]
[[],[-2],[0],[-3],[],[],[],[]]

Output
[null,null,null,null,-3,null,0,-2]

Explanation
MinStack minStack = new MinStack();
minStack.push(-2);
minStack.push(0);
minStack.push(-3);
minStack.getMin(); // return -3
minStack.pop();
minStack.top(); // return 0
minStack.getMin(); // return -2

简要分析

其实现在大部分语言都自带类栈的数据结构,Java 也自带 stack 这个数据结构,所以这个题的主要难点的就是常数级的获取最小元素,最开始的想法是就一个栈外加一个记录最小值的变量就行了,但是仔细一想是不行的,因为随着元素被 pop 出去,这个最小值也可能需要梗着变化,就不太好判断了,所以后面是用了一个辅助栈。

代码

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class MinStack {
// 这个作为主栈
Stack<Integer> s1 = new Stack<>();
// 这个作为辅助栈,放最小值的栈
Stack<Integer> s2 = new Stack<>();
/** initialize your data structure here. */
public MinStack() {

}

public void push(int x) {
// 放入主栈
s1.push(x);
// 当 s2 是空或者当前值是小于"等于" s2 栈顶时,压入辅助最小值的栈
// 注意这里的"等于"非常必要,因为当最小值有多个的情况下,也需要压入栈,否则在 pop 的时候就会不对等
if (s2.isEmpty() || x <= s2.peek()) {
s2.push(x);
}
}

public void pop() {
// 首先就是主栈要 pop,然后就是第二个了,跟上面的"等于"很有关系,
// 因为如果有两个最小值,如果前面等于的情况没有压栈,那这边相等的时候 pop 就会少一个了,可能就导致最小值不对了
int x = s1.pop();
if (x == s2.peek()) {
s2.pop();
}
}

public int top() {
// 栈顶的元素
return s1.peek();
}

public int getMin() {
// 辅助最小栈的栈顶
return s2.peek();
}
}

前几天清华美院学姐的热点火了,然后仔细看了下,其实是个学姐诬陷以为其貌不扬的男同学摸她屁股

然后还在朋友圈发文想让他社死,我也是挺晚才知道这个词什么意思,然后后面我看到了这个图片,挺有意思的

本来其实也没什么想聊这个的,是在 B 站看了个吐槽这个的,然后刚好晚上乘公交的时候又碰到了有点类似的问题
故事描述下,我们从始发站做了公交,这辆公交司机上次碰到过一回,就是会比较关注乘客的佩戴情况,主要考虑到目前国内疫情,然后这次在差不多人都坐满的情况下,可能在提示了三次让车内乘客戴好口罩,但是他指的那个中年女性还是没有反应,司机就转头比较大声指着这个乘客(中年女性)让戴好口罩,然后这个乘客(中年女性)就大声的说“我口罩是滑下来了,你指着我干嘛,你态度这么差,要吃了我一样,我要投诉你”等等,然后可能跟她一块的一个中年女性也是这么帮腔指责司机,比较基本的理解,车子里这么多乘客,假如是处于这位乘客口罩滑下来了而不自知的情况下,司机在提示了三次以后回头指着她说,我想的是没什么问题的,但是这位却反而指责这位司机指着她,并且说是态度差,要吃了她,完全是不可理喻的,并且一直喋喋不休说她口罩滑掉了有什么错,要投诉这个司机,让他可以提前退休了,在其他乘客的劝说下司机准备继续开车时,又口吐芬芳“你个傻,你来打我呀”,真的是让我再次体会到了所谓的恶人先告状的又一完美呈现,后面还有个乘客还是表示要打死司机这个傻,让我有点不明所以,俗话说有人是得理不饶人,前提是得理,这种理亏不饶人真的是挺让人长见识的,试想下,司机在提示三次后,这位乘客还是没有把口罩戴好,如何在不指着这位乘客的情况下能准确的提示到她呢,并且觉得语气态度不好,司机要载着一车的人,因为你这一个乘客不戴好口罩而不能正常出发,有些着急应该很正常吧,可能是平时自己在家里耀武扬威的使唤别人习惯了吧,别人不敢这么大声跟她说话,其实想想这位中年女性应该年纪不会很大,还比较时髦的吧,像一些常见的中年杭州本地人可能是不会说傻*这个词的吧。
杭州的公交可能是在二月份疫情还比较严重的时候是要求上车出示健康码,后面比较缓和以后只要求佩戴好口罩,但是在我们小绍兴,目前还是一律要求检验健康码和佩戴口罩,对于疫情中,并且目前阶段国内也时有报出小范围的疫情的情况下,司机尽职要求佩戴好口罩其实也是为了乘客着想,另一种情况如果司机不严格要求,万一车上有个感染者,这位中年女性被传染了,如果能找到这个司机的话,是不是想“打死”这个司机,竟然让感染者上了车,反正她自己是不可能有错的,上来就是对方态度差,要投诉,自己不戴好口罩啥都没错,我就想知道如果因为自己没戴好口罩被感染了,是不是也是司机的错,毕竟没有像仆人那样点头哈腰求着她戴好口罩。
再说回来,整个车就她一个人没戴好口罩,并且还有个细节,其实这个乘客是上了车之后就没戴好了,本来上车的时候是戴好的,这种比较有可能是觉得上车的时候司机那看一眼就好了,如果好好戴着口罩,一点事情都没有,唉,纯粹是太气愤了,调理逻辑什么的就忽略吧

之前看了 dubbo 的一些代码,在学习过程中,主要关注那些比较“高级”的内容,SPI,自适应扩展等,却忘了一些作为一个 rpc 框架最核心需要的部分,比如如何通信,序列化,网络,容错机制等等,因为其实这个最核心的就是远程调用,自适应扩展其实就是让代码可扩展性,可读性,更优雅等,写的搓一点其实也问题不大,但是一个合适的通信协议,序列化方法,如何容错等却是真正保证是一个 rpc 框架最重要的要素。
首先来看这张图
cluster
在集群调用失败时,Dubbo 提供了多种容错方案,缺省为 failover 重试。
各节点关系:

  • 这里的 InvokerProvider 的一个可调用 Service 的抽象,Invoker 封装了 Provider 地址及 Service 接口信息
  • Directory 代表多个 Invoker,可以把它看成 List<Invoker> ,但与 List 不同的是,它的值可能是动态变化的,比如注册中心推送变更
  • ClusterDirectory 中的多个 Invoker 伪装成一个 Invoker,对上层透明,伪装过程包含了容错逻辑,调用失败后,重试另一个
  • Router 负责从多个 Invoker 中按路由规则选出子集,比如读写分离,应用隔离等
  • LoadBalance 负责从多个 Invoker 中选出具体的一个用于本次调用,选的过程包含了负载均衡算法,调用失败后,需要重选

集群容错模式

Failover Cluster

失败自动切换,当出现失败,重试其它服务器 1。通常用于读操作,但重试会带来更长延迟。可通过 retries=”2” 来设置重试次数(不含第一次)。

重试次数配置如下:

<dubbo:service retries=”2” />
这里重点看下 Failover Cluster集群模式的实现

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public class FailoverCluster implements Cluster {

public final static String NAME = "failover";

public <T> Invoker<T> join(Directory<T> directory) throws RpcException {
return new FailoverClusterInvoker<T>(directory);
}

}

这个代码就非常简单,重点需要看FailoverClusterInvoker里的代码,FailoverClusterInvoker继承了AbstractClusterInvoker类,其中invoke 方法是在抽象类里实现的

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@Override
public Result invoke(final Invocation invocation) throws RpcException {
checkWhetherDestroyed();
// binding attachments into invocation.
// 绑定 attachments 到 invocation 中.
Map<String, Object> contextAttachments = RpcContext.getContext().getObjectAttachments();
if (contextAttachments != null && contextAttachments.size() != 0) {
((RpcInvocation) invocation).addObjectAttachments(contextAttachments);
}
// 列举 Invoker
List<Invoker<T>> invokers = list(invocation);
// 加载 LoadBalance 负载均衡器
LoadBalance loadbalance = initLoadBalance(invokers, invocation);
RpcUtils.attachInvocationIdIfAsync(getUrl(), invocation);
// 调用 实际的 doInvoke 进行后续操作
return doInvoke(invocation, invokers, loadbalance);
}
// 这是个抽象方法,实际是由子类实现的
protected abstract Result doInvoke(Invocation invocation, List<Invoker<T>> invokers,
LoadBalance loadbalance) throws RpcException;

然后重点就是FailoverClusterInvoker中的doInvoke方法了,其实它里面也就这么一个方法

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@Override
@SuppressWarnings({"unchecked", "rawtypes"})
public Result doInvoke(Invocation invocation, final List<Invoker<T>> invokers, LoadBalance loadbalance) throws RpcException {
List<Invoker<T>> copyInvokers = invokers;
checkInvokers(copyInvokers, invocation);
String methodName = RpcUtils.getMethodName(invocation);
// 获取重试次数,这里默认是 2 次,还有可以注意下后面的+1
int len = getUrl().getMethodParameter(methodName, RETRIES_KEY, DEFAULT_RETRIES) + 1;
if (len <= 0) {
len = 1;
}
// retry loop.
RpcException le = null; // last exception.
List<Invoker<T>> invoked = new ArrayList<Invoker<T>>(copyInvokers.size()); // invoked invokers.
Set<String> providers = new HashSet<String>(len);
// 循环调用,失败重试
for (int i = 0; i < len; i++) {
//Reselect before retry to avoid a change of candidate `invokers`.
//NOTE: if `invokers` changed, then `invoked` also lose accuracy.
if (i > 0) {
checkWhetherDestroyed();
// 在进行重试前重新列举 Invoker,这样做的好处是,如果某个服务挂了,
// 通过调用 list 可得到最新可用的 Invoker 列表
copyInvokers = list(invocation);
// check again
// 对 copyinvokers 进行判空检查
checkInvokers(copyInvokers, invocation);
}
// 通过负载均衡来选择 invoker
Invoker<T> invoker = select(loadbalance, invocation, copyInvokers, invoked);
// 将其添加到 invoker 到 invoked 列表中
invoked.add(invoker);
// 设置上下文
RpcContext.getContext().setInvokers((List) invoked);
try {
// 正式调用
Result result = invoker.invoke(invocation);
if (le != null && logger.isWarnEnabled()) {
logger.warn("Although retry the method " + methodName
+ " in the service " + getInterface().getName()
+ " was successful by the provider " + invoker.getUrl().getAddress()
+ ", but there have been failed providers " + providers
+ " (" + providers.size() + "/" + copyInvokers.size()
+ ") from the registry " + directory.getUrl().getAddress()
+ " on the consumer " + NetUtils.getLocalHost()
+ " using the dubbo version " + Version.getVersion() + ". Last error is: "
+ le.getMessage(), le);
}
return result;
} catch (RpcException e) {
if (e.isBiz()) { // biz exception.
throw e;
}
le = e;
} catch (Throwable e) {
le = new RpcException(e.getMessage(), e);
} finally {
providers.add(invoker.getUrl().getAddress());
}
}
throw new RpcException(le.getCode(), "Failed to invoke the method "
+ methodName + " in the service " + getInterface().getName()
+ ". Tried " + len + " times of the providers " + providers
+ " (" + providers.size() + "/" + copyInvokers.size()
+ ") from the registry " + directory.getUrl().getAddress()
+ " on the consumer " + NetUtils.getLocalHost() + " using the dubbo version "
+ Version.getVersion() + ". Last error is: "
+ le.getMessage(), le.getCause() != null ? le.getCause() : le);
}

Failfast Cluster

快速失败,只发起一次调用,失败立即报错。通常用于非幂等性的写操作,比如新增记录。

Failsafe Cluster

失败安全,出现异常时,直接忽略。通常用于写入审计日志等操作。

Failback Cluster

失败自动恢复,后台记录失败请求,定时重发。通常用于消息通知操作。

Forking Cluster

并行调用多个服务器,只要一个成功即返回。通常用于实时性要求较高的读操作,但需要浪费更多服务资源。可通过 forks=”2” 来设置最大并行数。

Broadcast Cluster

广播调用所有提供者,逐个调用,任意一台报错则报错 2。通常用于通知所有提供者更新缓存或日志等本地资源信息。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

题目介绍

Given a singly linked list, determine if it is a palindrome.
给定一个单向链表,判断是否是回文链表

例一 Example 1:

Input: 1->2
Output: false

例二 Example 2:

Input: 1->2->2->1
Output: true

挑战下自己

Follow up:
Could you do it in O(n) time and O(1) space?

简要分析

首先这是个单向链表,如果是双向的就可以一个从头到尾,一个从尾到头,显然那样就没啥意思了,然后想过要不找到中点,然后用一个栈,把前一半塞进栈里,但是这种其实也比较麻烦,比如长度是奇偶数,然后如何找到中点,这倒是可以借助于双指针,还是比较麻烦,再想一想,回文链表,就跟最开始的一样,链表只有单向的,我用个栈不就可以逆向了么,先把链表整个塞进栈里,然后在一个个 pop 出来跟链表从头开始比较,全对上了就是回文了

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/**
* Definition for singly-linked list.
* public class ListNode {
* int val;
* ListNode next;
* ListNode() {}
* ListNode(int val) { this.val = val; }
* ListNode(int val, ListNode next) { this.val = val; this.next = next; }
* }
*/
class Solution {
public boolean isPalindrome(ListNode head) {
if (head == null) {
return true;
}
ListNode tail = head;
LinkedList<Integer> stack = new LinkedList<>();
// 这里就是一个循环,将所有元素依次压入栈
while (tail != null) {
stack.push(tail.val);
tail = tail.next;
}
// 在逐个 pop 出来,其实这个出来的顺序就等于链表从尾到头遍历,同时跟链表从头到尾遍历进行逐对对比
while (!stack.isEmpty()) {
if (stack.peekFirst() == head.val) {
stack.pollFirst();
head = head.next;
} else {
return false;
}
}
return true;
}
}

一说到这个主题,想到的应该是双亲委派模型,不过讲的包括但不限于这个,主要内容是参考深入理解 Java 虚拟机书中的介绍,
一个类型的生命周期包含了七个阶段,加载,验证,准备,解析,初始化,使用,卸载。

  • 加载

  1. 通过一个类的全限定名来获取定义此类的二进制字节流
  2. 将这个字节流代表的静态存储结构转化为方法区的运行时数据结构
  3. 在内存中生成了一个代表这个类的 java.lang.Class 对象,作为方法区这个类的各种数据的访问入口
  • 验证

  1. 文件格式验证
  2. 元数据验证
  3. 字节码验证
  4. 符号引用验证
  • 准备

准备阶段是正式为类中定义的变量(即静态变量,被static修饰的变量)分配内存并设置类变量初始值的阶段

  • 解析

解析阶段是 Java 虚拟机将常量池内的符号引用替换为直接引用的过程

以上验证准备解析 三个阶段又合称为链接阶段,链接阶段要做的是将加载到JVM中的二进制字节流的类数据信息合并到JVM的运行时状态中。

  • 初始化

类的初始化阶段是类加载过程的最后一个步骤,也是除了自定义类加载器之外将主动权交给了应用程序,其实就是执行类构造器()方法的过程,()并不是我们在 Java 代码中直接编写的方法,它是 Javac编译器的自动生成物,()方法是由编译器自动收集类中的所有类变量的复制动作和静态句块(static{}块)中的语句合并产生的,编译器收集的顺序是由语句在原文件中出现的顺序决定的,静态语句块中只能访问定义在静态语句块之前的变量,定义在它之后的变量,在前面的静态语句块可以复制,但是不能访问,同时还要保证父类的执行先于子类,然后保证多线程下的并发问题

最终,方法区会存储当前类类信息,包括类的静态变量、类初始化代码(定义静态变量时的赋值语句 和 静态初始化代码块)、实例变量定义、实例初始化代码(定义实例变量时的赋值语句实例代码块和构造方法)和实例方法,还有父类的类信息引用。

在前司和目前公司,用的配置中心都是使用的 Apollo,经过了业界验证,比较强大的配置管理系统,特别是在0.10 后开始支持对使用 value 注解的配置值进行自动更新,今天刚好有个同学问到我,就顺便写篇文章记录下,其实也是借助于 spring 强大的 bean 生命周期管理,可以实现BeanPostProcessor接口,使用postProcessBeforeInitialization方法,来对bean 内部的属性和方法进行判断,是否有 value 注解,如果有就是将它注册到一个 map 中,可以看到这个方法com.ctrip.framework.apollo.spring.annotation.SpringValueProcessor#processField

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@Override
protected void processField(Object bean, String beanName, Field field) {
// register @Value on field
Value value = field.getAnnotation(Value.class);
if (value == null) {
return;
}
Set<String> keys = placeholderHelper.extractPlaceholderKeys(value.value());

if (keys.isEmpty()) {
return;
}

for (String key : keys) {
SpringValue springValue = new SpringValue(key, value.value(), bean, beanName, field, false);
springValueRegistry.register(beanFactory, key, springValue);
logger.debug("Monitoring {}", springValue);
}
}

然后我们看下这个springValueRegistry是啥玩意

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public class SpringValueRegistry {
private static final long CLEAN_INTERVAL_IN_SECONDS = 5;
private final Map<BeanFactory, Multimap<String, SpringValue>> registry = Maps.newConcurrentMap();
private final AtomicBoolean initialized = new AtomicBoolean(false);
private final Object LOCK = new Object();

public void register(BeanFactory beanFactory, String key, SpringValue springValue) {
if (!registry.containsKey(beanFactory)) {
synchronized (LOCK) {
if (!registry.containsKey(beanFactory)) {
registry.put(beanFactory, LinkedListMultimap.<String, SpringValue>create());
}
}
}

registry.get(beanFactory).put(key, springValue);

// lazy initialize
if (initialized.compareAndSet(false, true)) {
initialize();
}
}

这类其实就是个 map 来存放 springvalue,然后有com.ctrip.framework.apollo.spring.property.AutoUpdateConfigChangeListener来监听更新操作,当有变更时

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@Override
public void onChange(ConfigChangeEvent changeEvent) {
Set<String> keys = changeEvent.changedKeys();
if (CollectionUtils.isEmpty(keys)) {
return;
}
for (String key : keys) {
// 1. check whether the changed key is relevant
Collection<SpringValue> targetValues = springValueRegistry.get(beanFactory, key);
if (targetValues == null || targetValues.isEmpty()) {
continue;
}

// 2. check whether the value is really changed or not (since spring property sources have hierarchies)
// 这里其实有一点比较绕,是因为 Apollo 里的 namespace 划分,会出现 key 相同,但是 namespace 不同的情况,所以会有个优先级存在,所以需要去校验 environment 里面的是否已经更新,如果未更新则表示不需要更新
if (!shouldTriggerAutoUpdate(changeEvent, key)) {
continue;
}

// 3. update the value
for (SpringValue val : targetValues) {
updateSpringValue(val);
}
}
}

其实原理很简单,就是得了解知道下

题目介绍

给定一个二叉树,找出其最大深度。

二叉树的深度为根节点到最远叶子节点的最长路径上的节点数。

说明: 叶子节点是指没有子节点的节点。

示例:
给定二叉树 [3,9,20,null,null,15,7],

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/ \
9 20
/ \
15 7

返回它的最大深度 3 。

代码

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// 主体是个递归的应用
public int maxDepth(TreeNode root) {
// 节点的退出条件之一
if (root == null) {
return 0;
}
int left = 0;
int right = 0;
// 存在左子树,就递归左子树
if (root.left != null) {
left = maxDepth(root.left);
}
// 存在右子树,就递归右子树
if (root.right != null) {
right = maxDepth(root.right);
}
// 前面返回后,左右取大者
return Math.max(left + 1, right + 1);
}

分析

其实对于树这类题,一般是以递归形式比较方便,只是要注意退出条件

终于回忆起来了,年纪大了写这种东西真的要立马写,不然很容易想不起来,那天应该是 9 月 12 日,也就是上周六,因为我爸也去了,而且娘亲(丈母娘,LD 这么叫,我也就随了她这么叫,当然是背后,当面就叫妈)也在那,早上一到那二爹就给我爸指挥了活,要挖一条院子的出水道,自己想出来的词,因为觉得下水道是竖的,在那稍稍帮了一会会忙,然后我还是比较惯例的跟着 LD 还有娘亲去住的家里,主要是老丈人可能也不太想让我干太累的活,因为上次已经差不多把三楼都整理干净了,然后就是二楼了,二楼说实话我也帮不上什么忙,主要是衣服被子什么的,正好是有张以前小孩子睡过的那种摇篮床,看上去虽然有一些破损,整体还是不错的,所以打算拿过去,我就负责把它拆掉了,比较简单的是只要拧螺丝就行了,但是其实是用了好多好多工具才搞定的,一开始只要螺丝刀就行了,但是因为年代久了,后面的螺帽也有点锈住或者本身就会串着会一起动,所以拿来了个扳手,大部分的其实都被这两个工具给搞定了,但是后期大概还剩下四分之一的时候,有一颗完全锈住,并且螺纹跟之前那些都不一样,但是这个已经是最大的螺丝刀了,也没办法换个大的了,所以又去找来个一字的,因为十字的不是也可以用一字的拧嘛,结果可能是我买的工具箱里的一字螺丝刀太新了,口子那很锋利,直接把螺丝花纹给划掉了,大的小的都划掉,然后真的变成凹进去一个圆柱体了,然后就想能不能隔一层布去拧,然而因为的确是已经变成圆柱体了,布也不太给力,不放弃的我又去找来了个老虎钳,妄图把划掉的螺丝用老虎钳钳住,另一端用扳手拧开螺帽,但是这个螺丝跟螺帽真的是生锈的太严重了,外加上钳不太牢,完全是两边一起转,实在是没办法了,在征得同意之后,直接掰断了,火死了,一颗螺丝折腾得比我拆一张床还久,那天因为早上去的也比较晚了,然后就快吃午饭了,正好想着带一点东西过去,就把一些脸盆,泡脚桶啥的拿过去了,先是去吃了饭,还是在那家快餐店,菜的口味还是依然不错,就是人比较多,我爸旁边都是素菜,都没怎么吃远一点的荤菜,下次要早点去,把荤菜放我爸旁边😄(PS:他们家饭还是依然尴尬,需要等),吃完就开到在修的房子那把东西拿了出来,我爸已经动作很快的打了一小半的地沟了,说实话那玩意真的是很重,我之前把它从三楼拿下来,就觉得这个太重了,这次还要用起来,感觉我的手会分分钟废掉,不过一开始我还是跟着LD去了住的家里,惯例睡了午觉,那天睡得比较踏实,竟然睡了一个小时,醒了想了下,其实LD她们收拾也用不上我(没啥力气活),我还是去帮我爸他们,跟LD说了下就去了在修的老房子那,两位老爹在一起钻地,看着就很累,我连忙上去想换一会他们,因为刚好是钻到混凝土地线,特别难,力道不够就会滑开,用蛮力就是钻进去拔不出来,原理是因为本身浇的时候就是很紧实的,需要边钻边动,那家伙实在是太重了,真的是汗如雨下,基本是三个人轮流来,我是个添乱的,经常卡住,然后把地线,其实就是一条混凝土横梁,里面还有14跟18的钢筋,需要割断,这个割断也是很有技巧,钢筋本身在里面是受到挤压的,直接用切割的,到快断掉的时候就会崩一下,非常危险,还是老丈人比较有经验,要留一点点,然后直接用榔头敲断就好了,本来以为这个是最难的了,结果下面是一块非常大的青基石,而且也是石头跟石头挤一块,边上一点点打钻有点杯水车薪,后来是用那种螺旋的钻,钻四个洞,相对位置大概是个长方形,这样子把中间这个长方形钻出来就比较容易地能拿出来了,后面的也容易搞出来了,后面的其实难度不是特别大了,主要是地沟打好之后得看看高低是不是符合要求的,不能本来是往外排水的反而外面高,这个怎么看就又很有技巧了,一般在地上的只要侧着看一下就好了,考究点就用下水平尺,但是在地下的,不用水平尺,其实可以借助于地沟里正要放进去的水管,放点水进去,看水往哪流就行了,铺好水管后,就剩填埋的活了,不是太麻烦了,那天真的是累到了,打那个混凝土的时候我真的是把我整个人压上去了,不过也挺爽的,有点把平时无处发泄的蛮力发泄出去了。

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

题目介绍

Given a singly linked list, determine if it is a palindrome.
给定一个单向链表,判断是否是回文链表

例一 Example 1:

Input: 1->2
Output: false

例二 Example 2:

Input: 1->2->2->1
Output: true

挑战下自己

Follow up:
Could you do it in O(n) time and O(1) space?

简要分析

首先这是个单向链表,如果是双向的就可以一个从头到尾,一个从尾到头,显然那样就没啥意思了,然后想过要不找到中点,然后用一个栈,把前一半塞进栈里,但是这种其实也比较麻烦,比如长度是奇偶数,然后如何找到中点,这倒是可以借助于双指针,还是比较麻烦,再想一想,回文链表,就跟最开始的一样,链表只有单向的,我用个栈不就可以逆向了么,先把链表整个塞进栈里,然后在一个个 pop 出来跟链表从头开始比较,全对上了就是回文了

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/**
* Definition for singly-linked list.
* public class ListNode {
* int val;
* ListNode next;
* ListNode() {}
* ListNode(int val) { this.val = val; }
* ListNode(int val, ListNode next) { this.val = val; this.next = next; }
* }
*/
class Solution {
public boolean isPalindrome(ListNode head) {
if (head == null) {
return true;
}
ListNode tail = head;
LinkedList<Integer> stack = new LinkedList<>();
// 这里就是一个循环,将所有元素依次压入栈
while (tail != null) {
stack.push(tail.val);
tail = tail.next;
}
// 在逐个 pop 出来,其实这个出来的顺序就等于链表从尾到头遍历,同时跟链表从头到尾遍历进行逐对对比
while (!stack.isEmpty()) {
if (stack.peekFirst() == head.val) {
stack.pollFirst();
head = head.next;
} else {
return false;
}
}
return true;
}
}

一说到这个主题,想到的应该是双亲委派模型,不过讲的包括但不限于这个,主要内容是参考深入理解 Java 虚拟机书中的介绍,
一个类型的生命周期包含了七个阶段,加载,验证,准备,解析,初始化,使用,卸载。

  • 加载

  1. 通过一个类的全限定名来获取定义此类的二进制字节流
  2. 将这个字节流代表的静态存储结构转化为方法区的运行时数据结构
  3. 在内存中生成了一个代表这个类的 java.lang.Class 对象,作为方法区这个类的各种数据的访问入口
  • 验证

  1. 文件格式验证
  2. 元数据验证
  3. 字节码验证
  4. 符号引用验证
  • 准备

准备阶段是正式为类中定义的变量(即静态变量,被static修饰的变量)分配内存并设置类变量初始值的阶段

  • 解析

解析阶段是 Java 虚拟机将常量池内的符号引用替换为直接引用的过程

以上验证准备解析 三个阶段又合称为链接阶段,链接阶段要做的是将加载到JVM中的二进制字节流的类数据信息合并到JVM的运行时状态中。

  • 初始化

类的初始化阶段是类加载过程的最后一个步骤,也是除了自定义类加载器之外将主动权交给了应用程序,其实就是执行类构造器()方法的过程,()并不是我们在 Java 代码中直接编写的方法,它是 Javac编译器的自动生成物,()方法是由编译器自动收集类中的所有类变量的复制动作和静态句块(static{}块)中的语句合并产生的,编译器收集的顺序是由语句在原文件中出现的顺序决定的,静态语句块中只能访问定义在静态语句块之前的变量,定义在它之后的变量,在前面的静态语句块可以复制,但是不能访问,同时还要保证父类的执行先于子类,然后保证多线程下的并发问题

最终,方法区会存储当前类类信息,包括类的静态变量、类初始化代码(定义静态变量时的赋值语句 和 静态初始化代码块)、实例变量定义、实例初始化代码(定义实例变量时的赋值语句实例代码块和构造方法)和实例方法,还有父类的类信息引用。

在前司和目前公司,用的配置中心都是使用的 Apollo,经过了业界验证,比较强大的配置管理系统,特别是在0.10 后开始支持对使用 value 注解的配置值进行自动更新,今天刚好有个同学问到我,就顺便写篇文章记录下,其实也是借助于 spring 强大的 bean 生命周期管理,可以实现BeanPostProcessor接口,使用postProcessBeforeInitialization方法,来对bean 内部的属性和方法进行判断,是否有 value 注解,如果有就是将它注册到一个 map 中,可以看到这个方法com.ctrip.framework.apollo.spring.annotation.SpringValueProcessor#processField

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@Override
protected void processField(Object bean, String beanName, Field field) {
// register @Value on field
Value value = field.getAnnotation(Value.class);
if (value == null) {
return;
}
Set<String> keys = placeholderHelper.extractPlaceholderKeys(value.value());

if (keys.isEmpty()) {
return;
}

for (String key : keys) {
SpringValue springValue = new SpringValue(key, value.value(), bean, beanName, field, false);
springValueRegistry.register(beanFactory, key, springValue);
logger.debug("Monitoring {}", springValue);
}
}

然后我们看下这个springValueRegistry是啥玩意

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public class SpringValueRegistry {
private static final long CLEAN_INTERVAL_IN_SECONDS = 5;
private final Map<BeanFactory, Multimap<String, SpringValue>> registry = Maps.newConcurrentMap();
private final AtomicBoolean initialized = new AtomicBoolean(false);
private final Object LOCK = new Object();

public void register(BeanFactory beanFactory, String key, SpringValue springValue) {
if (!registry.containsKey(beanFactory)) {
synchronized (LOCK) {
if (!registry.containsKey(beanFactory)) {
registry.put(beanFactory, LinkedListMultimap.<String, SpringValue>create());
}
}
}

registry.get(beanFactory).put(key, springValue);

// lazy initialize
if (initialized.compareAndSet(false, true)) {
initialize();
}
}

这类其实就是个 map 来存放 springvalue,然后有com.ctrip.framework.apollo.spring.property.AutoUpdateConfigChangeListener来监听更新操作,当有变更时

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@Override
public void onChange(ConfigChangeEvent changeEvent) {
Set<String> keys = changeEvent.changedKeys();
if (CollectionUtils.isEmpty(keys)) {
return;
}
for (String key : keys) {
// 1. check whether the changed key is relevant
Collection<SpringValue> targetValues = springValueRegistry.get(beanFactory, key);
if (targetValues == null || targetValues.isEmpty()) {
continue;
}

// 2. check whether the value is really changed or not (since spring property sources have hierarchies)
// 这里其实有一点比较绕,是因为 Apollo 里的 namespace 划分,会出现 key 相同,但是 namespace 不同的情况,所以会有个优先级存在,所以需要去校验 environment 里面的是否已经更新,如果未更新则表示不需要更新
if (!shouldTriggerAutoUpdate(changeEvent, key)) {
continue;
}

// 3. update the value
for (SpringValue val : targetValues) {
updateSpringValue(val);
}
}
}

其实原理很简单,就是得了解知道下

题目介绍

给定一个二叉树,找出其最大深度。

二叉树的深度为根节点到最远叶子节点的最长路径上的节点数。

说明: 叶子节点是指没有子节点的节点。

示例:
给定二叉树 [3,9,20,null,null,15,7],

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/ \
9 20
/ \
15 7

返回它的最大深度 3 。

代码

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// 主体是个递归的应用
public int maxDepth(TreeNode root) {
// 节点的退出条件之一
if (root == null) {
return 0;
}
int left = 0;
int right = 0;
// 存在左子树,就递归左子树
if (root.left != null) {
left = maxDepth(root.left);
}
// 存在右子树,就递归右子树
if (root.right != null) {
right = maxDepth(root.right);
}
// 前面返回后,左右取大者
return Math.max(left + 1, right + 1);
}

分析

其实对于树这类题,一般是以递归形式比较方便,只是要注意退出条件

终于回忆起来了,年纪大了写这种东西真的要立马写,不然很容易想不起来,那天应该是 9 月 12 日,也就是上周六,因为我爸也去了,而且娘亲(丈母娘,LD 这么叫,我也就随了她这么叫,当然是背后,当面就叫妈)也在那,早上一到那二爹就给我爸指挥了活,要挖一条院子的出水道,自己想出来的词,因为觉得下水道是竖的,在那稍稍帮了一会会忙,然后我还是比较惯例的跟着 LD 还有娘亲去住的家里,主要是老丈人可能也不太想让我干太累的活,因为上次已经差不多把三楼都整理干净了,然后就是二楼了,二楼说实话我也帮不上什么忙,主要是衣服被子什么的,正好是有张以前小孩子睡过的那种摇篮床,看上去虽然有一些破损,整体还是不错的,所以打算拿过去,我就负责把它拆掉了,比较简单的是只要拧螺丝就行了,但是其实是用了好多好多工具才搞定的,一开始只要螺丝刀就行了,但是因为年代久了,后面的螺帽也有点锈住或者本身就会串着会一起动,所以拿来了个扳手,大部分的其实都被这两个工具给搞定了,但是后期大概还剩下四分之一的时候,有一颗完全锈住,并且螺纹跟之前那些都不一样,但是这个已经是最大的螺丝刀了,也没办法换个大的了,所以又去找来个一字的,因为十字的不是也可以用一字的拧嘛,结果可能是我买的工具箱里的一字螺丝刀太新了,口子那很锋利,直接把螺丝花纹给划掉了,大的小的都划掉,然后真的变成凹进去一个圆柱体了,然后就想能不能隔一层布去拧,然而因为的确是已经变成圆柱体了,布也不太给力,不放弃的我又去找来了个老虎钳,妄图把划掉的螺丝用老虎钳钳住,另一端用扳手拧开螺帽,但是这个螺丝跟螺帽真的是生锈的太严重了,外加上钳不太牢,完全是两边一起转,实在是没办法了,在征得同意之后,直接掰断了,火死了,一颗螺丝折腾得比我拆一张床还久,那天因为早上去的也比较晚了,然后就快吃午饭了,正好想着带一点东西过去,就把一些脸盆,泡脚桶啥的拿过去了,先是去吃了饭,还是在那家快餐店,菜的口味还是依然不错,就是人比较多,我爸旁边都是素菜,都没怎么吃远一点的荤菜,下次要早点去,把荤菜放我爸旁边😄(PS:他们家饭还是依然尴尬,需要等),吃完就开到在修的房子那把东西拿了出来,我爸已经动作很快的打了一小半的地沟了,说实话那玩意真的是很重,我之前把它从三楼拿下来,就觉得这个太重了,这次还要用起来,感觉我的手会分分钟废掉,不过一开始我还是跟着LD去了住的家里,惯例睡了午觉,那天睡得比较踏实,竟然睡了一个小时,醒了想了下,其实LD她们收拾也用不上我(没啥力气活),我还是去帮我爸他们,跟LD说了下就去了在修的老房子那,两位老爹在一起钻地,看着就很累,我连忙上去想换一会他们,因为刚好是钻到混凝土地线,特别难,力道不够就会滑开,用蛮力就是钻进去拔不出来,原理是因为本身浇的时候就是很紧实的,需要边钻边动,那家伙实在是太重了,真的是汗如雨下,基本是三个人轮流来,我是个添乱的,经常卡住,然后把地线,其实就是一条混凝土横梁,里面还有14跟18的钢筋,需要割断,这个割断也是很有技巧,钢筋本身在里面是受到挤压的,直接用切割的,到快断掉的时候就会崩一下,非常危险,还是老丈人比较有经验,要留一点点,然后直接用榔头敲断就好了,本来以为这个是最难的了,结果下面是一块非常大的青基石,而且也是石头跟石头挤一块,边上一点点打钻有点杯水车薪,后来是用那种螺旋的钻,钻四个洞,相对位置大概是个长方形,这样子把中间这个长方形钻出来就比较容易地能拿出来了,后面的也容易搞出来了,后面的其实难度不是特别大了,主要是地沟打好之后得看看高低是不是符合要求的,不能本来是往外排水的反而外面高,这个怎么看就又很有技巧了,一般在地上的只要侧着看一下就好了,考究点就用下水平尺,但是在地下的,不用水平尺,其实可以借助于地沟里正要放进去的水管,放点水进去,看水往哪流就行了,铺好水管后,就剩填埋的活了,不是太麻烦了,那天真的是累到了,打那个混凝土的时候我真的是把我整个人压上去了,不过也挺爽的,有点把平时无处发泄的蛮力发泄出去了。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

又 roll 到了一个以前做过的题,不过现在用 Java 也来写一下,是 easy 级别的,所以就简单说下

简要介绍

You are given two non-empty linked lists representing two non-negative integers. The digits are stored in reverse order, and each of their nodes contains a single digit. Add the two numbers and return the sum as a linked list.

You may assume the two numbers do not contain any leading zero, except the number 0 itself.
就是给了两个链表,用来表示两个非负的整数,在链表中倒序放着,每个节点包含一位的数字,把他们加起来以后也按照原来的链表结构输出

样例

example 1

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Input: l1 = [2,4,3], l2 = [5,6,4]
Output: [7,0,8]
Explanation: 342 + 465 = 807.

example 2

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Input: l1 = [0], l2 = [0]
Output: [0]

example 3

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Input: l1 = [9,9,9,9,9,9,9], l2 = [9,9,9,9]
Output: [8,9,9,9,0,0,0,1]

题解

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public ListNode addTwoNumbers(ListNode l1, ListNode l2) {
ListNode root = new ListNode();
if (l1 == null && l2 == null) {
return root;
}
ListNode tail = root;
int entered = 0;
// 这个条件加了 entered,就是还有进位的数
while (l1 != null || l2 != null || entered != 0) {
int temp = entered;
if (l1 != null) {
temp += l1.val;
l1 = l1.next;
}
if (l2 != null) {
temp += l2.val;
l2 = l2.next;
}
entered = (temp - temp % 10) / 10;
tail.val = temp % 10;
// 循环内部的控制是为了排除最后的空节点
if (l1 != null || l2 != null || entered != 0) {
tail.next = new ListNode();
tail = tail.next;
}
}
// tail = null;
return root;
}

这里唯二需要注意的就是两个点,一个是循环条件需要包含进位值还存在的情况,还有一个是最后一个节点,如果是空的了,就不要在 new 一个出来了,写的比较挫

Java 真的是任何一个中间件,比较常用的那种,都有很多内容值得深挖,比如这个缓存,慢慢有过一些感悟,比如如何提升性能,缓存无疑是一大重要手段,最底层开始 CPU 就有缓存,而且又小又贵,再往上一点内存一般作为硬盘存储在运行时的存储,一般在代码里也会用内存作为一些本地缓存,譬如数据库,像 mysql 这种也是有innodb_buffer_pool来提升查询效率,本质上理解就是用更快的存储作为相对慢存储的缓存,减少查询直接访问较慢的存储,并且这个都是相对的,比起 cpu 的缓存,那内存也是渣,但是与普通机械硬盘相比,那也是两个次元的水平。

闲扯这么多来说说 mybatis 的缓存,mybatis 一般作为一个轻量级的 orm 使用,相对应的就是比较重量级的 hibernate,不过不在这次讨论范围,上一次是主要讲了 mybatis 在解析 sql 过程中,对于两种占位符的不同替换实现策略,这次主要聊下 mybatis 的缓存,前面其实得了解下前置的东西,比如 sqlsession,先当做我们知道 sqlsession 是个什么玩意,可能或多或少的知道 mybatis 是有两级缓存,

一级缓存

第一级的缓存是在 BaseExecutor 中的 PerpetualCache,它是个最基本的缓存实现类,使用了 HashMap 实现缓存功能,代码其实没几十行

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public class PerpetualCache implements Cache {

private final String id;

private final Map<Object, Object> cache = new HashMap<>();

public PerpetualCache(String id) {
this.id = id;
}

@Override
public String getId() {
return id;
}

@Override
public int getSize() {
return cache.size();
}

@Override
public void putObject(Object key, Object value) {
cache.put(key, value);
}

@Override
public Object getObject(Object key) {
return cache.get(key);
}

@Override
public Object removeObject(Object key) {
return cache.remove(key);
}

@Override
public void clear() {
cache.clear();
}

@Override
public boolean equals(Object o) {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
if (this == o) {
return true;
}
if (!(o instanceof Cache)) {
return false;
}

Cache otherCache = (Cache) o;
return getId().equals(otherCache.getId());
}

@Override
public int hashCode() {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
return getId().hashCode();
}

}

可以看一下BaseExecutor 的构造函数

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protected BaseExecutor(Configuration configuration, Transaction transaction) {
this.transaction = transaction;
this.deferredLoads = new ConcurrentLinkedQueue<>();
this.localCache = new PerpetualCache("LocalCache");
this.localOutputParameterCache = new PerpetualCache("LocalOutputParameterCache");
this.closed = false;
this.configuration = configuration;
this.wrapper = this;
}

就是把 PerpetualCache 作为 localCache,然后怎么使用我看简单看一下,BaseExecutor 的查询首先是调用这个函数

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameter);
CacheKey key = createCacheKey(ms, parameter, rowBounds, boundSql);
return query(ms, parameter, rowBounds, resultHandler, key, boundSql);
}

可以看到首先是调用了 createCacheKey 方法,这个方法呢,先不看怎么写的,如果我们自己要实现这么个缓存,首先这个缓存 key 的设计也是个问题,如果是以表名加主键作为 key,那么分页查询,或者没有主键的时候就不行,来看看 mybatis 是怎么设计的

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@Override
public CacheKey createCacheKey(MappedStatement ms, Object parameterObject, RowBounds rowBounds, BoundSql boundSql) {
if (closed) {
throw new ExecutorException("Executor was closed.");
}
CacheKey cacheKey = new CacheKey();
cacheKey.update(ms.getId());
cacheKey.update(rowBounds.getOffset());
cacheKey.update(rowBounds.getLimit());
cacheKey.update(boundSql.getSql());
List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
TypeHandlerRegistry typeHandlerRegistry = ms.getConfiguration().getTypeHandlerRegistry();
// mimic DefaultParameterHandler logic
for (ParameterMapping parameterMapping : parameterMappings) {
if (parameterMapping.getMode() != ParameterMode.OUT) {
Object value;
String propertyName = parameterMapping.getProperty();
if (boundSql.hasAdditionalParameter(propertyName)) {
value = boundSql.getAdditionalParameter(propertyName);
} else if (parameterObject == null) {
value = null;
} else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
value = parameterObject;
} else {
MetaObject metaObject = configuration.newMetaObject(parameterObject);
value = metaObject.getValue(propertyName);
}
cacheKey.update(value);
}
}
if (configuration.getEnvironment() != null) {
// issue #176
cacheKey.update(configuration.getEnvironment().getId());
}
return cacheKey;
}

首先需要 id,这个 id 是 mapper 里方法的 id, 然后是偏移量跟返回行数,再就是 sql,然后是参数,基本上是会有影响的都加进去了,在这个 update 里面

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public void update(Object object) {
int baseHashCode = object == null ? 1 : ArrayUtil.hashCode(object);

count++;
checksum += baseHashCode;
baseHashCode *= count;

hashcode = multiplier * hashcode + baseHashCode;

updateList.add(object);
}

其实是一个 hash 转换,具体不纠结,就是提高特异性,然后回来就是继续调用 query

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
if (closed) {
throw new ExecutorException("Executor was closed.");
}
if (queryStack == 0 && ms.isFlushCacheRequired()) {
clearLocalCache();
}
List<E> list;
try {
queryStack++;
list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
if (list != null) {
handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
} else {
list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
}
} finally {
queryStack--;
}
if (queryStack == 0) {
for (DeferredLoad deferredLoad : deferredLoads) {
deferredLoad.load();
}
// issue #601
deferredLoads.clear();
if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
// issue #482
clearLocalCache();
}
}
return list;
}

可以看到是先从 localCache 里取,取不到再 queryFromDatabase,其实比较简单,这是一级缓存,考虑到 sqlsession 跟 BaseExecutor 的关系,其实是随着 sqlsession 来保证这个缓存不会出现脏数据幻读的情况,当然事务相关的后面可能再单独聊。

二级缓存

其实这个一级二级顺序有点反过来,其实查询的是先走的二级缓存,当然二级的需要配置开启,默认不开,
需要通过

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<setting name="cacheEnabled" value="true"/>

来开启,然后我们的查询就会走到

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public class CachingExecutor implements Executor {

private final Executor delegate;
private final TransactionalCacheManager tcm = new TransactionalCacheManager();

这个 Executor 中,这里我放了类里面的元素,发现没有一个 Cache 类,这就是一个特点了,往下看查询过程

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@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameterObject);
CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
throws SQLException {
Cache cache = ms.getCache();
if (cache != null) {
flushCacheIfRequired(ms);
if (ms.isUseCache() && resultHandler == null) {
ensureNoOutParams(ms, boundSql);
@SuppressWarnings("unchecked")
List<E> list = (List<E>) tcm.getObject(cache, key);
if (list == null) {
list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
tcm.putObject(cache, key, list); // issue #578 and #116
}
return list;
}
}
return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

看到没,其实缓存是从 tcm 这个成员变量里取,而这个是什么呢,事务性缓存(直译下),因为这个其实是用 MappedStatement 里的 Cache 作为key 从 tcm 的 map 取出来的

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public class TransactionalCacheManager {

private final Map<Cache, TransactionalCache> transactionalCaches = new HashMap<>();

MappedStatement是被全局使用的,所以其实二级缓存是跟着 mapper 的 namespace 走的,可以被多个 CachingExecutor 获取到,就会出现线程安全问题,线程安全问题可以用SynchronizedCache来解决,就是加锁,但是对于事务中的脏读,使用了TransactionalCache来解决这个问题,

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public class TransactionalCache implements Cache {

private static final Log log = LogFactory.getLog(TransactionalCache.class);

private final Cache delegate;
private boolean clearOnCommit;
private final Map<Object, Object> entriesToAddOnCommit;
private final Set<Object> entriesMissedInCache;

在事务还没提交的时候,会把中间状态的数据放在 entriesToAddOnCommit 中,只有在提交后会放进共享缓存中,

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public void commit() {
if (clearOnCommit) {
delegate.clear();
}
flushPendingEntries();
reset();
}

小工记四

第四周去的时候让我们去了现在在住的房子里,去三楼整理东西了,蛮多的东西需要收拾整理,有些需要丢一下,以前往往是把不太要用的东西就放三楼了,但是后面就不会再去收拾整理,LD 跟丈母娘负责收拾,我不太知道哪些还要的,哪些不要了,而且本来也不擅长这种收拾🤦‍♂️,然后就变成她们收拾出来废纸箱,我负责拆掉,压平,这时候终于觉得体重还算是有点作用,总体来说这个事情我其实也不擅长,不擅长的主要是捆起来,可能我总是小题大做,因为纸箱大小不一,如果不做一下分类,然后把大的折小一些的话,直接绑起来,容易拎起来就散掉了,而且一些鞋盒子这种小件的纸盒会比较薄,冰箱这种大件的比较厚,厚的比较不容易变形,需要大力踩踏,而且扎的时候需要用体重压住捆实了之后那样子才是真的捆实的,不然待会又是松松垮垮容易滑出来散架,因为压住了捆好后,下来了之后箱子就会弹开了把绳子崩紧实,感觉又是掌握到生活小技巧了😃,我这里其实比较单调无聊,然后 LD 那可以说非常厉害了,一共理出来 11 把旧电扇,还有好多没用过全新的不锈钢脸盆大大小小的,感觉比店里在卖的还多,还有是有比较多小时候的东西,特别多小时候的衣服,其实这种对我来说最难了,可能需要读一下断舍离,蛮多东西都舍不得扔,但是其实是没啥用了,然后还占地方,这天应该算是比较轻松的一天了,上午主要是把收拾出来要的和不要的搬下楼,然后下午要去把纸板给卖掉。中午还是去小快餐店吃的,在住的家里理东西还有个好处就是中午吃完饭可以小憩一下,因为我个人是非常依赖午休的,不然下午完全没精神,而且心态也会比较烦躁,一方面是客观的的确比较疲惫,另一方面应该主观心理作用也有点影响,就像上班的时候也是觉得不午睡就会很难受,心理作用也有一点,不过总之能睡还是睡一会,真的没办法就心态好点,吃完午饭之后我们就推着小平板车去收废品的地方卖掉了上午我收拾捆起来的纸板,好像卖了一百多,都是直接过地磅了,不用一捆一捆地称,不过有个小插曲,那里另外一个大爷在倒他的三轮车的时候撞了我一下,还好车速慢,屁股上肉垫后,接下来就比较麻烦了,是LD 她们两姐妹从小到大的书,也要去卖掉,小平板车就载不下了,而且着实也不太好推,轮子不太平,导致推着很累,书有好多箱,本来是想去亲戚家借电动三轮车,因为不会开摩托的那种,摩托的那种 LD 邻居家就有,可是到了那发现那个也是很大,而且刹车是用脚踩的那种,俺爹不太放心,就说第二天周日他有空会帮忙去载了卖掉的,然后比较搞笑的来了,丈母娘看错了时间,以为已经快五点了,就让我们顺便在车里带点东西去在修的房子,放到那边三楼去,到了那还跟老丈人说已经这么迟了要赶紧去菜场买菜了,结果我们回来以后才发现看错了一个小时🤦‍♂️。
前面可以没提,前三周去的我们一般就周六去一天,然后周日因为要早点回杭州,而且可能想让我们周日能休息下,但是这周就因为周日的时候我爸要去帮忙载书,然后 LD 姐姐也会过来收拾东西,我们周日就又去整理收拾了,周日由于俺爹去的很早,我过去的时候书已经木有了,主要是去收拾东西了,把一些有用没用的继续整理,基本上三楼的就处理完毕了,舒了一大口气,毕竟让丈母娘一个人收拾实在是太累了,但是要扔掉的衣服比较棘手,附近知道的青蛙回收桶被推倒了,其他地方也不知道哪里有,我们就先载了一些东西去在修的房子那,然后去找青蛙桶,结果一个小区可以进,但是已经满了,另一个不让进,后来只能让 LD 姐姐带去她们小区扔了,塞了满满一车。因为要赶回杭州的车就没有等我爸一起回来,他还在那帮忙搞卫生间的墙缝。
虽然这两天不太热,活也不算很吃力,不过我这个体重和易出汗的体质,还是让短袖不知道湿透了多少次,灌了好多水和冰红茶(下午能提提神),回来周一早上称体重也比较喜人,差一点就达到阶段目标,可以想想去哪里吃之前想好的烤肉跟火锅了(估计吃完立马回到解放前)。

又做了个题,看记录是以前用 C++写过的,现在捋一捋思路,用 Java 再写了一下,思路还是比较清晰的,但是边界细节处理得比较差

简要介绍

Given a string s, find the length of the longest substring without repeating characters.

样例

Example 1:

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Input: s = "abcabcbb"
Output: 3
Explanation: The answer is "abc", with the length of 3.

Example 2:

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Input: s = "bbbbb"
Output: 1
Explanation: The answer is "b", with the length of 1.

Example 3:

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Input: s = "pwwkew"
Output: 3
Explanation: The answer is "wke", with the length of 3.
Notice that the answer must be a substring, "pwke" is a subsequence and not a substring.

Example 4:

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Input: s = ""
Output: 0

就是一个最长不重复的字符串长度,因为也是中等难度的题,不太需要特别复杂的思考,最基本的就是O(N*N)两重循环,不过显然不太好,万一超时间,还有一种就是线性复杂度的了,这个就是需要搞定一个思路,比如字符串时 abcdefgaqwrty,比如遍历到第二个a的时候其实不用再从头去遍历了,只要把前面那个a给排除掉,继续往下算就好了

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class Solution {
Map<String, Integer> counter = new HashMap<>();
public int lengthOfLongestSubstring(String s) {
int length = s.length();
// 当前的长度
int subStringLength = 0;
// 最长的长度
int maxSubStringLength = 0;
// 考虑到重复的位置已经被跳过的情况,即已经在当前长度的字符串范围之前的重复字符不需要回溯
int lastDuplicatePos = -1;
for (int i = 0; i < length; i++) {
// 使用 map 存储字符和上一次出现的位置,如果存在并且大于上一次重复位置
if (counter.get(String.valueOf(s.charAt(i))) != null && counter.get(String.valueOf(s.charAt(i))) > lastDuplicatePos) {
// 记录重复位置
lastDuplicatePos = counter.get(String.valueOf(s.charAt(i)));
// 重置不重复子串的长度,减去重复起点
subStringLength = i - counter.get(String.valueOf(s.charAt(i))) - 1;
// 替换当前位置
counter.replace(String.valueOf(s.charAt(i)), i);
} else {
// 如果不存在就直接 put
counter.put(String.valueOf(s.charAt(i)), i);
}
// 长度累加
subStringLength++;
if (subStringLength > maxSubStringLength) {
// 简单替换
maxSubStringLength = subStringLength;
}
}
return maxSubStringLength;
}
}

注释应该写的比较清楚了。

小工记三

前面这两周周末也都去老丈人家帮忙了,上上周周六先是去了那个在装修的旧房子那,把三楼收拾了下,因为要搬进来住,来不及等二楼装修好,就要把三楼里的东西都整理干净,这个活感觉是比较 easy,原来是就准备把三楼当放东西仓储的地方了,我们乡下大部分三层楼都是这么用的,这次也是没办法,之前搬进来的木头什么的都搬出去,主要是这上面灰尘太多,后面清理鼻孔的时候都是黑色的了,把东西都搬出去以后主要是地还是很脏,就扫了地拖了地,因为是水泥地,灰尘又太多了,拖起来都是会灰尘扬起来,整个脱完了的确干净很多,然而这会就出了个大乌龙,我们清理的是三楼的西边一间,结果老丈人上来说要住东边那间的🤦‍♂️,不过其实西边的也得清理,因为还是要放被子什么的,不算是白费功夫,接着清理东边那间,之前这个房子做过群租房,里面有个高低铺的床,当时觉得可以用在放被子什么的就没扔,只是拆掉了放旁边,我们就把它擦干净了又装好,发现螺丝🔩少了几个,亘古不变的真理,拆了以后装要不就多几个要不就少几个,不是很牢靠,不过用来放放被子省得放地上总还是可以的,对了前面还做了个事情就是铺地毯,其实也不是地毯,就是类似于墙布雨篷布那种,别人不用了送给我们的,三楼水泥地也不会铺瓷砖地板了就放一下,干净好看点,不过大小不合适要裁一下,那把剪刀是真的太难用了,我手都要抽筋了,它就是刀口只有一小个点是能剪下来的,其他都是钝的,后来还是用刀片直接裁,铺好以后,真的感觉也不太一样了,焕然一新的感觉
差不多中午了就去吃饭了,之前两次是去了一家小饭店,还是还比较干净,但是店里菜不好吃,还死贵,这次去了一家小快餐店,口味好,便宜,味道是真的不错,带鱼跟黄鱼都好吃,一点都不腥,我对这类比较腥的鱼真的是很挑剔的,基本上除了家里做的很少吃外面的,那天抱着试试的态度吃了下,真的还不错,后来丈母娘说好像这家老板是给别人结婚喜事酒席当厨师的,怪不得做的好吃,其实本来是有一点小抗拒,怕不干净什么的,后来发现菜很好吃,而且可能是老丈人跟干活的师傅去吃的比较多,老板很客气,我们吃完饭,还给我们买了葡萄吃,不过这家店有一个槽点,就是饭比较不好吃,有时候会夹生,不过后面聊起来其实是这种小菜馆饭点的通病,烧的太早太多容易多出来浪费,烧的迟了不够吃,而且大的电饭锅比较不容易烧好。
下午前面还是在处理三楼的,窗户上各种钉子,实在是太多了,我后面在走廊上排了一排🤦‍♂️,有些是直接断了,有些是就撬了出来,感觉我在杭州租房也没有这样子各种钉钉子,挂下衣服什么的也不用这么多吧,比较不能理解,搞得到处都是钉子。那天我爸也去帮忙了,主要是在卫生间里做白缝,其实也是个技术活,印象中好像我小时候自己家里也做过这个事情,但是比较模糊了,后面我们三楼搞完了就去帮我爸了,前面是我老婆二爹在那先刷上白缝,这里叫白缝,有些考究的也叫美缝,就是瓷砖铺完之后的缝,如果不去弄的话,里面水泥的颜色就露出来了,而且容易渗水,所以就要用白水泥加胶水搅拌之后糊在缝上,但是也不是直接糊,先要把缝抠一抠,因为铺瓷砖的还不会仔细到每个缝里的水泥都是一样满,而且也需要一些空间糊上去,不然就太表面的一层很容易被水直接冲掉了,然后这次其实也不是用的白水泥,而是直接现成买来就已经配好的用来填缝的,兑水搅拌均匀就好了,后面就主要是我跟我爸在搞,那个时候真的觉得我实在是太胖了,蹲下去真的没一会就受不了了,膝盖什么的太难受了,后面我跪着刷,然后膝盖又疼,也是比较不容易,不过我爸动作很快,我中间跪累了休息一会,我爸就能搞一大片,后面其实我也没做多少(谦虚一下),总体来讲这次不是很累,就是蹲着跪着腿有点受不了,是应该好好减肥了。

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

又 roll 到了一个以前做过的题,不过现在用 Java 也来写一下,是 easy 级别的,所以就简单说下

简要介绍

You are given two non-empty linked lists representing two non-negative integers. The digits are stored in reverse order, and each of their nodes contains a single digit. Add the two numbers and return the sum as a linked list.

You may assume the two numbers do not contain any leading zero, except the number 0 itself.
就是给了两个链表,用来表示两个非负的整数,在链表中倒序放着,每个节点包含一位的数字,把他们加起来以后也按照原来的链表结构输出

样例

example 1

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Input: l1 = [2,4,3], l2 = [5,6,4]
Output: [7,0,8]
Explanation: 342 + 465 = 807.

example 2

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Input: l1 = [0], l2 = [0]
Output: [0]

example 3

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Input: l1 = [9,9,9,9,9,9,9], l2 = [9,9,9,9]
Output: [8,9,9,9,0,0,0,1]

题解

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public ListNode addTwoNumbers(ListNode l1, ListNode l2) {
ListNode root = new ListNode();
if (l1 == null && l2 == null) {
return root;
}
ListNode tail = root;
int entered = 0;
// 这个条件加了 entered,就是还有进位的数
while (l1 != null || l2 != null || entered != 0) {
int temp = entered;
if (l1 != null) {
temp += l1.val;
l1 = l1.next;
}
if (l2 != null) {
temp += l2.val;
l2 = l2.next;
}
entered = (temp - temp % 10) / 10;
tail.val = temp % 10;
// 循环内部的控制是为了排除最后的空节点
if (l1 != null || l2 != null || entered != 0) {
tail.next = new ListNode();
tail = tail.next;
}
}
// tail = null;
return root;
}

这里唯二需要注意的就是两个点,一个是循环条件需要包含进位值还存在的情况,还有一个是最后一个节点,如果是空的了,就不要在 new 一个出来了,写的比较挫

Java 真的是任何一个中间件,比较常用的那种,都有很多内容值得深挖,比如这个缓存,慢慢有过一些感悟,比如如何提升性能,缓存无疑是一大重要手段,最底层开始 CPU 就有缓存,而且又小又贵,再往上一点内存一般作为硬盘存储在运行时的存储,一般在代码里也会用内存作为一些本地缓存,譬如数据库,像 mysql 这种也是有innodb_buffer_pool来提升查询效率,本质上理解就是用更快的存储作为相对慢存储的缓存,减少查询直接访问较慢的存储,并且这个都是相对的,比起 cpu 的缓存,那内存也是渣,但是与普通机械硬盘相比,那也是两个次元的水平。

闲扯这么多来说说 mybatis 的缓存,mybatis 一般作为一个轻量级的 orm 使用,相对应的就是比较重量级的 hibernate,不过不在这次讨论范围,上一次是主要讲了 mybatis 在解析 sql 过程中,对于两种占位符的不同替换实现策略,这次主要聊下 mybatis 的缓存,前面其实得了解下前置的东西,比如 sqlsession,先当做我们知道 sqlsession 是个什么玩意,可能或多或少的知道 mybatis 是有两级缓存,

一级缓存

第一级的缓存是在 BaseExecutor 中的 PerpetualCache,它是个最基本的缓存实现类,使用了 HashMap 实现缓存功能,代码其实没几十行

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public class PerpetualCache implements Cache {

private final String id;

private final Map<Object, Object> cache = new HashMap<>();

public PerpetualCache(String id) {
this.id = id;
}

@Override
public String getId() {
return id;
}

@Override
public int getSize() {
return cache.size();
}

@Override
public void putObject(Object key, Object value) {
cache.put(key, value);
}

@Override
public Object getObject(Object key) {
return cache.get(key);
}

@Override
public Object removeObject(Object key) {
return cache.remove(key);
}

@Override
public void clear() {
cache.clear();
}

@Override
public boolean equals(Object o) {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
if (this == o) {
return true;
}
if (!(o instanceof Cache)) {
return false;
}

Cache otherCache = (Cache) o;
return getId().equals(otherCache.getId());
}

@Override
public int hashCode() {
if (getId() == null) {
throw new CacheException("Cache instances require an ID.");
}
return getId().hashCode();
}

}

可以看一下BaseExecutor 的构造函数

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protected BaseExecutor(Configuration configuration, Transaction transaction) {
this.transaction = transaction;
this.deferredLoads = new ConcurrentLinkedQueue<>();
this.localCache = new PerpetualCache("LocalCache");
this.localOutputParameterCache = new PerpetualCache("LocalOutputParameterCache");
this.closed = false;
this.configuration = configuration;
this.wrapper = this;
}

就是把 PerpetualCache 作为 localCache,然后怎么使用我看简单看一下,BaseExecutor 的查询首先是调用这个函数

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameter);
CacheKey key = createCacheKey(ms, parameter, rowBounds, boundSql);
return query(ms, parameter, rowBounds, resultHandler, key, boundSql);
}

可以看到首先是调用了 createCacheKey 方法,这个方法呢,先不看怎么写的,如果我们自己要实现这么个缓存,首先这个缓存 key 的设计也是个问题,如果是以表名加主键作为 key,那么分页查询,或者没有主键的时候就不行,来看看 mybatis 是怎么设计的

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@Override
public CacheKey createCacheKey(MappedStatement ms, Object parameterObject, RowBounds rowBounds, BoundSql boundSql) {
if (closed) {
throw new ExecutorException("Executor was closed.");
}
CacheKey cacheKey = new CacheKey();
cacheKey.update(ms.getId());
cacheKey.update(rowBounds.getOffset());
cacheKey.update(rowBounds.getLimit());
cacheKey.update(boundSql.getSql());
List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
TypeHandlerRegistry typeHandlerRegistry = ms.getConfiguration().getTypeHandlerRegistry();
// mimic DefaultParameterHandler logic
for (ParameterMapping parameterMapping : parameterMappings) {
if (parameterMapping.getMode() != ParameterMode.OUT) {
Object value;
String propertyName = parameterMapping.getProperty();
if (boundSql.hasAdditionalParameter(propertyName)) {
value = boundSql.getAdditionalParameter(propertyName);
} else if (parameterObject == null) {
value = null;
} else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
value = parameterObject;
} else {
MetaObject metaObject = configuration.newMetaObject(parameterObject);
value = metaObject.getValue(propertyName);
}
cacheKey.update(value);
}
}
if (configuration.getEnvironment() != null) {
// issue #176
cacheKey.update(configuration.getEnvironment().getId());
}
return cacheKey;
}

首先需要 id,这个 id 是 mapper 里方法的 id, 然后是偏移量跟返回行数,再就是 sql,然后是参数,基本上是会有影响的都加进去了,在这个 update 里面

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public void update(Object object) {
int baseHashCode = object == null ? 1 : ArrayUtil.hashCode(object);

count++;
checksum += baseHashCode;
baseHashCode *= count;

hashcode = multiplier * hashcode + baseHashCode;

updateList.add(object);
}

其实是一个 hash 转换,具体不纠结,就是提高特异性,然后回来就是继续调用 query

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@Override
public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
if (closed) {
throw new ExecutorException("Executor was closed.");
}
if (queryStack == 0 && ms.isFlushCacheRequired()) {
clearLocalCache();
}
List<E> list;
try {
queryStack++;
list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
if (list != null) {
handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
} else {
list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
}
} finally {
queryStack--;
}
if (queryStack == 0) {
for (DeferredLoad deferredLoad : deferredLoads) {
deferredLoad.load();
}
// issue #601
deferredLoads.clear();
if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
// issue #482
clearLocalCache();
}
}
return list;
}

可以看到是先从 localCache 里取,取不到再 queryFromDatabase,其实比较简单,这是一级缓存,考虑到 sqlsession 跟 BaseExecutor 的关系,其实是随着 sqlsession 来保证这个缓存不会出现脏数据幻读的情况,当然事务相关的后面可能再单独聊。

二级缓存

其实这个一级二级顺序有点反过来,其实查询的是先走的二级缓存,当然二级的需要配置开启,默认不开,
需要通过

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<setting name="cacheEnabled" value="true"/>

来开启,然后我们的查询就会走到

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public class CachingExecutor implements Executor {

private final Executor delegate;
private final TransactionalCacheManager tcm = new TransactionalCacheManager();

这个 Executor 中,这里我放了类里面的元素,发现没有一个 Cache 类,这就是一个特点了,往下看查询过程

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@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
BoundSql boundSql = ms.getBoundSql(parameterObject);
CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

@Override
public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
throws SQLException {
Cache cache = ms.getCache();
if (cache != null) {
flushCacheIfRequired(ms);
if (ms.isUseCache() && resultHandler == null) {
ensureNoOutParams(ms, boundSql);
@SuppressWarnings("unchecked")
List<E> list = (List<E>) tcm.getObject(cache, key);
if (list == null) {
list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
tcm.putObject(cache, key, list); // issue #578 and #116
}
return list;
}
}
return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
}

看到没,其实缓存是从 tcm 这个成员变量里取,而这个是什么呢,事务性缓存(直译下),因为这个其实是用 MappedStatement 里的 Cache 作为key 从 tcm 的 map 取出来的

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public class TransactionalCacheManager {

private final Map<Cache, TransactionalCache> transactionalCaches = new HashMap<>();

MappedStatement是被全局使用的,所以其实二级缓存是跟着 mapper 的 namespace 走的,可以被多个 CachingExecutor 获取到,就会出现线程安全问题,线程安全问题可以用SynchronizedCache来解决,就是加锁,但是对于事务中的脏读,使用了TransactionalCache来解决这个问题,

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public class TransactionalCache implements Cache {

private static final Log log = LogFactory.getLog(TransactionalCache.class);

private final Cache delegate;
private boolean clearOnCommit;
private final Map<Object, Object> entriesToAddOnCommit;
private final Set<Object> entriesMissedInCache;

在事务还没提交的时候,会把中间状态的数据放在 entriesToAddOnCommit 中,只有在提交后会放进共享缓存中,

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public void commit() {
if (clearOnCommit) {
delegate.clear();
}
flushPendingEntries();
reset();
}

小工记四

第四周去的时候让我们去了现在在住的房子里,去三楼整理东西了,蛮多的东西需要收拾整理,有些需要丢一下,以前往往是把不太要用的东西就放三楼了,但是后面就不会再去收拾整理,LD 跟丈母娘负责收拾,我不太知道哪些还要的,哪些不要了,而且本来也不擅长这种收拾🤦‍♂️,然后就变成她们收拾出来废纸箱,我负责拆掉,压平,这时候终于觉得体重还算是有点作用,总体来说这个事情我其实也不擅长,不擅长的主要是捆起来,可能我总是小题大做,因为纸箱大小不一,如果不做一下分类,然后把大的折小一些的话,直接绑起来,容易拎起来就散掉了,而且一些鞋盒子这种小件的纸盒会比较薄,冰箱这种大件的比较厚,厚的比较不容易变形,需要大力踩踏,而且扎的时候需要用体重压住捆实了之后那样子才是真的捆实的,不然待会又是松松垮垮容易滑出来散架,因为压住了捆好后,下来了之后箱子就会弹开了把绳子崩紧实,感觉又是掌握到生活小技巧了😃,我这里其实比较单调无聊,然后 LD 那可以说非常厉害了,一共理出来 11 把旧电扇,还有好多没用过全新的不锈钢脸盆大大小小的,感觉比店里在卖的还多,还有是有比较多小时候的东西,特别多小时候的衣服,其实这种对我来说最难了,可能需要读一下断舍离,蛮多东西都舍不得扔,但是其实是没啥用了,然后还占地方,这天应该算是比较轻松的一天了,上午主要是把收拾出来要的和不要的搬下楼,然后下午要去把纸板给卖掉。中午还是去小快餐店吃的,在住的家里理东西还有个好处就是中午吃完饭可以小憩一下,因为我个人是非常依赖午休的,不然下午完全没精神,而且心态也会比较烦躁,一方面是客观的的确比较疲惫,另一方面应该主观心理作用也有点影响,就像上班的时候也是觉得不午睡就会很难受,心理作用也有一点,不过总之能睡还是睡一会,真的没办法就心态好点,吃完午饭之后我们就推着小平板车去收废品的地方卖掉了上午我收拾捆起来的纸板,好像卖了一百多,都是直接过地磅了,不用一捆一捆地称,不过有个小插曲,那里另外一个大爷在倒他的三轮车的时候撞了我一下,还好车速慢,屁股上肉垫后,接下来就比较麻烦了,是LD 她们两姐妹从小到大的书,也要去卖掉,小平板车就载不下了,而且着实也不太好推,轮子不太平,导致推着很累,书有好多箱,本来是想去亲戚家借电动三轮车,因为不会开摩托的那种,摩托的那种 LD 邻居家就有,可是到了那发现那个也是很大,而且刹车是用脚踩的那种,俺爹不太放心,就说第二天周日他有空会帮忙去载了卖掉的,然后比较搞笑的来了,丈母娘看错了时间,以为已经快五点了,就让我们顺便在车里带点东西去在修的房子,放到那边三楼去,到了那还跟老丈人说已经这么迟了要赶紧去菜场买菜了,结果我们回来以后才发现看错了一个小时🤦‍♂️。
前面可以没提,前三周去的我们一般就周六去一天,然后周日因为要早点回杭州,而且可能想让我们周日能休息下,但是这周就因为周日的时候我爸要去帮忙载书,然后 LD 姐姐也会过来收拾东西,我们周日就又去整理收拾了,周日由于俺爹去的很早,我过去的时候书已经木有了,主要是去收拾东西了,把一些有用没用的继续整理,基本上三楼的就处理完毕了,舒了一大口气,毕竟让丈母娘一个人收拾实在是太累了,但是要扔掉的衣服比较棘手,附近知道的青蛙回收桶被推倒了,其他地方也不知道哪里有,我们就先载了一些东西去在修的房子那,然后去找青蛙桶,结果一个小区可以进,但是已经满了,另一个不让进,后来只能让 LD 姐姐带去她们小区扔了,塞了满满一车。因为要赶回杭州的车就没有等我爸一起回来,他还在那帮忙搞卫生间的墙缝。
虽然这两天不太热,活也不算很吃力,不过我这个体重和易出汗的体质,还是让短袖不知道湿透了多少次,灌了好多水和冰红茶(下午能提提神),回来周一早上称体重也比较喜人,差一点就达到阶段目标,可以想想去哪里吃之前想好的烤肉跟火锅了(估计吃完立马回到解放前)。

又做了个题,看记录是以前用 C++写过的,现在捋一捋思路,用 Java 再写了一下,思路还是比较清晰的,但是边界细节处理得比较差

简要介绍

Given a string s, find the length of the longest substring without repeating characters.

样例

Example 1:

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Input: s = "abcabcbb"
Output: 3
Explanation: The answer is "abc", with the length of 3.

Example 2:

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Input: s = "bbbbb"
Output: 1
Explanation: The answer is "b", with the length of 1.

Example 3:

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Input: s = "pwwkew"
Output: 3
Explanation: The answer is "wke", with the length of 3.
Notice that the answer must be a substring, "pwke" is a subsequence and not a substring.

Example 4:

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Input: s = ""
Output: 0

就是一个最长不重复的字符串长度,因为也是中等难度的题,不太需要特别复杂的思考,最基本的就是O(N*N)两重循环,不过显然不太好,万一超时间,还有一种就是线性复杂度的了,这个就是需要搞定一个思路,比如字符串时 abcdefgaqwrty,比如遍历到第二个a的时候其实不用再从头去遍历了,只要把前面那个a给排除掉,继续往下算就好了

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class Solution {
Map<String, Integer> counter = new HashMap<>();
public int lengthOfLongestSubstring(String s) {
int length = s.length();
// 当前的长度
int subStringLength = 0;
// 最长的长度
int maxSubStringLength = 0;
// 考虑到重复的位置已经被跳过的情况,即已经在当前长度的字符串范围之前的重复字符不需要回溯
int lastDuplicatePos = -1;
for (int i = 0; i < length; i++) {
// 使用 map 存储字符和上一次出现的位置,如果存在并且大于上一次重复位置
if (counter.get(String.valueOf(s.charAt(i))) != null && counter.get(String.valueOf(s.charAt(i))) > lastDuplicatePos) {
// 记录重复位置
lastDuplicatePos = counter.get(String.valueOf(s.charAt(i)));
// 重置不重复子串的长度,减去重复起点
subStringLength = i - counter.get(String.valueOf(s.charAt(i))) - 1;
// 替换当前位置
counter.replace(String.valueOf(s.charAt(i)), i);
} else {
// 如果不存在就直接 put
counter.put(String.valueOf(s.charAt(i)), i);
}
// 长度累加
subStringLength++;
if (subStringLength > maxSubStringLength) {
// 简单替换
maxSubStringLength = subStringLength;
}
}
return maxSubStringLength;
}
}

注释应该写的比较清楚了。

小工记三

前面这两周周末也都去老丈人家帮忙了,上上周周六先是去了那个在装修的旧房子那,把三楼收拾了下,因为要搬进来住,来不及等二楼装修好,就要把三楼里的东西都整理干净,这个活感觉是比较 easy,原来是就准备把三楼当放东西仓储的地方了,我们乡下大部分三层楼都是这么用的,这次也是没办法,之前搬进来的木头什么的都搬出去,主要是这上面灰尘太多,后面清理鼻孔的时候都是黑色的了,把东西都搬出去以后主要是地还是很脏,就扫了地拖了地,因为是水泥地,灰尘又太多了,拖起来都是会灰尘扬起来,整个脱完了的确干净很多,然而这会就出了个大乌龙,我们清理的是三楼的西边一间,结果老丈人上来说要住东边那间的🤦‍♂️,不过其实西边的也得清理,因为还是要放被子什么的,不算是白费功夫,接着清理东边那间,之前这个房子做过群租房,里面有个高低铺的床,当时觉得可以用在放被子什么的就没扔,只是拆掉了放旁边,我们就把它擦干净了又装好,发现螺丝🔩少了几个,亘古不变的真理,拆了以后装要不就多几个要不就少几个,不是很牢靠,不过用来放放被子省得放地上总还是可以的,对了前面还做了个事情就是铺地毯,其实也不是地毯,就是类似于墙布雨篷布那种,别人不用了送给我们的,三楼水泥地也不会铺瓷砖地板了就放一下,干净好看点,不过大小不合适要裁一下,那把剪刀是真的太难用了,我手都要抽筋了,它就是刀口只有一小个点是能剪下来的,其他都是钝的,后来还是用刀片直接裁,铺好以后,真的感觉也不太一样了,焕然一新的感觉
差不多中午了就去吃饭了,之前两次是去了一家小饭店,还是还比较干净,但是店里菜不好吃,还死贵,这次去了一家小快餐店,口味好,便宜,味道是真的不错,带鱼跟黄鱼都好吃,一点都不腥,我对这类比较腥的鱼真的是很挑剔的,基本上除了家里做的很少吃外面的,那天抱着试试的态度吃了下,真的还不错,后来丈母娘说好像这家老板是给别人结婚喜事酒席当厨师的,怪不得做的好吃,其实本来是有一点小抗拒,怕不干净什么的,后来发现菜很好吃,而且可能是老丈人跟干活的师傅去吃的比较多,老板很客气,我们吃完饭,还给我们买了葡萄吃,不过这家店有一个槽点,就是饭比较不好吃,有时候会夹生,不过后面聊起来其实是这种小菜馆饭点的通病,烧的太早太多容易多出来浪费,烧的迟了不够吃,而且大的电饭锅比较不容易烧好。
下午前面还是在处理三楼的,窗户上各种钉子,实在是太多了,我后面在走廊上排了一排🤦‍♂️,有些是直接断了,有些是就撬了出来,感觉我在杭州租房也没有这样子各种钉钉子,挂下衣服什么的也不用这么多吧,比较不能理解,搞得到处都是钉子。那天我爸也去帮忙了,主要是在卫生间里做白缝,其实也是个技术活,印象中好像我小时候自己家里也做过这个事情,但是比较模糊了,后面我们三楼搞完了就去帮我爸了,前面是我老婆二爹在那先刷上白缝,这里叫白缝,有些考究的也叫美缝,就是瓷砖铺完之后的缝,如果不去弄的话,里面水泥的颜色就露出来了,而且容易渗水,所以就要用白水泥加胶水搅拌之后糊在缝上,但是也不是直接糊,先要把缝抠一抠,因为铺瓷砖的还不会仔细到每个缝里的水泥都是一样满,而且也需要一些空间糊上去,不然就太表面的一层很容易被水直接冲掉了,然后这次其实也不是用的白水泥,而是直接现成买来就已经配好的用来填缝的,兑水搅拌均匀就好了,后面就主要是我跟我爸在搞,那个时候真的觉得我实在是太胖了,蹲下去真的没一会就受不了了,膝盖什么的太难受了,后面我跪着刷,然后膝盖又疼,也是比较不容易,不过我爸动作很快,我中间跪累了休息一会,我爸就能搞一大片,后面其实我也没做多少(谦虚一下),总体来讲这次不是很累,就是蹲着跪着腿有点受不了,是应该好好减肥了。

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What hurts more, the pain of hard work or the pain of regret?

这个问题也是面试中常被问到的,就抽空来了解下这个,跳过一大段前面初始化的逻辑,
对于一条select * from t1 where id = #{id}这样的 sql,在初始化扫描 mapper 的xml文件的时候会根据是否是 dynamic 来判断生成 DynamicSqlSource 还是 RawSqlSource,这里它是一条 RawSqlSource,
在这里做了替换,将#{}替换成了?

前面说的是否 dynamic 就是在这里进行判断

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// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseScriptNode
public SqlSource parseScriptNode() {
MixedSqlNode rootSqlNode = parseDynamicTags(context);
SqlSource sqlSource;
if (isDynamic) {
sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
} else {
sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
}
return sqlSource;
}
// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseDynamicTags
protected MixedSqlNode parseDynamicTags(XNode node) {
List<SqlNode> contents = new ArrayList<>();
NodeList children = node.getNode().getChildNodes();
for (int i = 0; i < children.getLength(); i++) {
XNode child = node.newXNode(children.item(i));
if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
String data = child.getStringBody("");
TextSqlNode textSqlNode = new TextSqlNode(data);
if (textSqlNode.isDynamic()) {
contents.add(textSqlNode);
isDynamic = true;
} else {
contents.add(new StaticTextSqlNode(data));
}
} else if (child.getNode().getNodeType() == Node.ELEMENT_NODE) { // issue #628
String nodeName = child.getNode().getNodeName();
NodeHandler handler = nodeHandlerMap.get(nodeName);
if (handler == null) {
throw new BuilderException("Unknown element <" + nodeName + "> in SQL statement.");
}
handler.handleNode(child, contents);
isDynamic = true;
}
}
return new MixedSqlNode(contents);
}
// org.apache.ibatis.scripting.xmltags.TextSqlNode#isDynamic
public boolean isDynamic() {
DynamicCheckerTokenParser checker = new DynamicCheckerTokenParser();
GenericTokenParser parser = createParser(checker);
parser.parse(text);
return checker.isDynamic();
}
private GenericTokenParser createParser(TokenHandler handler) {
return new GenericTokenParser("${", "}", handler);
}

可以看到其中一个条件就是是否有${}这种占位符,假如说上面的 sql 换成 ${},那么可以看到它会在这里创建一个 dynamicSqlSource,

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// org.apache.ibatis.scripting.xmltags.DynamicSqlSource
public class DynamicSqlSource implements SqlSource {

private final Configuration configuration;
private final SqlNode rootSqlNode;

public DynamicSqlSource(Configuration configuration, SqlNode rootSqlNode) {
this.configuration = configuration;
this.rootSqlNode = rootSqlNode;
}

@Override
public BoundSql getBoundSql(Object parameterObject) {
DynamicContext context = new DynamicContext(configuration, parameterObject);
rootSqlNode.apply(context);
SqlSourceBuilder sqlSourceParser = new SqlSourceBuilder(configuration);
Class<?> parameterType = parameterObject == null ? Object.class : parameterObject.getClass();
SqlSource sqlSource = sqlSourceParser.parse(context.getSql(), parameterType, context.getBindings());
BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
context.getBindings().forEach(boundSql::setAdditionalParameter);
return boundSql;
}

}

这里眼尖的同学可能就可以看出来了,RawSqlSource 在初始化的时候已经经过了 parse,把#{}替换成了?占位符,但是 DynamicSqlSource 并没有
再看这个图,我们发现在这的时候还没有进行替换
然后往里跟
好像是这里了

这里 rootSqlNode.apply 其实是一个对原来 sql 的解析结果的一个循环调用,不同类型的标签会构成不同的 node,像这里就是一个 textSqlNode

可以发现到这我们的 sql 已经被替换了,而且是直接作为 string 类型替换的,所以可以明白了这个问题所在,就是注入,不过细心的同学发现其实这里是有个

理论上还是可以做过滤的,不过好像现在没用起来。
我们前面可以发现对于#{}是在启动扫描 mapper的 xml 文件就替换成了 ?,然后是在什么时候变成实际的值的呢

发现到这的时候还是没有替换,其实说白了也就是 prepareStatement 那一套,

在这里进行替换,会拿到 org.apache.ibatis.mapping.ParameterMapping,然后进行替换,因为会带着类型信息,所以不用担心注入咯

因为活实在比较多,也不太好叫大工(活比较杂散),相比上一次我跟 LD 俩人晚起了一点,我真的是只要有事,早上就醒的很早,准备八点出发的,六点就醒了,然后想继续睡就一直做梦🤦‍♂️,差不多八点半多到的丈人家,他们应该已经干了有一会了,我们到了以后就分配给我撬地板的活,上次说的那个敲掉柜子的房间里,还铺着质地还不错的木地板,但是也不想要了,得撬掉重新铺。
拿着撬棍和榔头就上楼去干了,浙江这几天的天气,最高温度一般 38、9,楼上那个房间也没风扇,有了也不能用,都是灰尘,撬了两下,我感觉我体内的水就像真气爆发一样变成汗炸了出来,眼睛全被汗糊住了,可能大部分人不太了解地板是怎么铺的,一般是在地面先铺一层混凝土,混凝土中间嵌进去规则的长条木条,然后真正的地板一块块的都是钉在那个木条上,用那种气枪钉和普通的钉子,并且块跟块之前还有一个木头的槽结构相互耦合,然后边缘的一圈在用较薄的木板将整个木地板封边(这些词都是我现造的),边缘的用的钉子会更多,所以那几下真的很用力,而且撬地板,得蹲下起来,如此反复,对于我这个体重快超过身高的中年人来说的确是非常大的挑战,接下来继续撬了几个,已经有种要虚脱晕倒的感觉了,及时去喝水擦了汗,又歇了一会,为啥一上来就这么拼呢,主要是因为那个房间丈人在干活的时候是直接看得到的🤦‍♂️,后来被 LD 一顿教育,本来就是去帮忙的,又不是专业做这个的,急啥。
喝了水之后,又稍稍歇了一会,就开始继续撬了,本来觉得这个地板撬着好像还行,房间不大,没多久就撬完了,撬完之后喝了点饮料(补充点糖分,早餐吃得少,有点低血糖),然后看到 LD 在撬下面的木条了,这个动作开始了那天最大的经验值收集行动,前面说了这个木条一般是跟混凝土一块铺上去的,但是谁也没想到,这个混凝土铺上去的时候竟然处理的这么随意,根本没考虑跟下面的贴合,所以撬木条的时候直接把木条跟木条中间大块大块的混凝土一块撬起来了,想想那重量,于是我这靠蛮力干活的,就用力把木条带着混凝土一块撬了起来,还沾沾自喜,但是发现结果是撬起来一块之后,体力值瞬间归零,上一篇我也提到了,其实干这类活也是很有技巧性的,但是上次的是我没学会,可能需要花时间学的,但是这次是LD 用她的纤细胳膊教会我的,我在撬的时候,屏住一口气,双手用力,起,大概是吃好几口奶的力气都用出来了,但是 LD 在我休息的时候,慢慢悠悠的,先把撬棍挤到木条或者混凝土跟下层的缝里,然后往下垫一小块混凝土碎石,然后轻轻松松的扳两下,就撬开了,亏我高中的时候引以为傲的物理成绩,作为物理课代表,这么浅显易懂的杠杆原理都完全不会用到生活里,后面在用这个技巧撬的过程中,真的觉得自己蠢到家了,当然在明白了用点杠杆原理之后,撬地板的活就变得慢慢悠悠,悠哉悠哉的了(其实还是很热的,披着毛巾擦眼睛)。
上午的活差不多完了,后面就是把撬出来的混凝土和地板条丢下去,地上铺着不用了的被子,然后就是午饭和午休环节了,午饭换了一家快餐,味道非常可以,下午的活就比较单调了,帮忙清理了上去扔下来的混凝土碎块跟木条,然后稍微打扫了下,老丈人就让我们回家了,接着上次说的,还是觉得比跑步啥的消耗大太多了,那汗流的,一口就能喝完一瓶 500 毫升左右的矿泉水。

本来是想取个像现在那些公众号转了又转的文章标题,”面试官再问你xxxxx,就把这篇文章甩给他看”这种标题,但是觉得实在太 low 了,还是用一部我比较喜欢的电影里的一句台词,《人在囧途》里王宝强对着那张老板给他的欠条,看不懂字时候说的那句,这些都是些啥(第四声)
当我刚开始面 Java 的时候,其实我真的没注意这方面的东西,实话说就是不知道这些是啥,开发中用过 Interceptor和 Aop,了解 aop 的实现原理,但是不知道 Java web 中的 Filter 是怎么回事,知道 dubbo 的 filter,就这样,所以被问到了的确是回答不出来,可能就觉得这个渣渣,这么简单的都不会,所以还是花点时间来看看这个是个啥,为了避免我口吐芬芳,还是耐下性子来简单说下这几个东西
首先是 servlet,怎么去解释这个呢,因为之前是 PHPer,所以比较喜欢用它来举例子,在普通的 PHP 的 web 应用中一般有几部分组成,接受 HTTP 请求的是前置的 nginx 或者 apache,但是这俩玩意都是只能处理静态的请求,远古时代 PHP 和 HTML 混编是通过 apache 的 php module,跟后来 nginx 使用 php-fpm 其实道理类似,就是把请求中需要 PHP 处理的转发给 PHP,在 Java 中呢,是有个比较牛叉的叫 Tomcat 的,它可以把请求转成 servlet,而 servlet 其实就是一种实现了特定接口的 Java 代码,

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package javax.servlet;

import java.io.IOException;

/**
* Defines methods that all servlets must implement.
*
* <p>
* A servlet is a small Java program that runs within a Web server. Servlets
* receive and respond to requests from Web clients, usually across HTTP, the
* HyperText Transfer Protocol.
*
* <p>
* To implement this interface, you can write a generic servlet that extends
* <code>javax.servlet.GenericServlet</code> or an HTTP servlet that extends
* <code>javax.servlet.http.HttpServlet</code>.
*
* <p>
* This interface defines methods to initialize a servlet, to service requests,
* and to remove a servlet from the server. These are known as life-cycle
* methods and are called in the following sequence:
* <ol>
* <li>The servlet is constructed, then initialized with the <code>init</code>
* method.
* <li>Any calls from clients to the <code>service</code> method are handled.
* <li>The servlet is taken out of service, then destroyed with the
* <code>destroy</code> method, then garbage collected and finalized.
* </ol>
*
* <p>
* In addition to the life-cycle methods, this interface provides the
* <code>getServletConfig</code> method, which the servlet can use to get any
* startup information, and the <code>getServletInfo</code> method, which allows
* the servlet to return basic information about itself, such as author,
* version, and copyright.
*
* @see GenericServlet
* @see javax.servlet.http.HttpServlet
*/
public interface Servlet {

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being placed into service.
*
* <p>
* The servlet container calls the <code>init</code> method exactly once
* after instantiating the servlet. The <code>init</code> method must
* complete successfully before the servlet can receive any requests.
*
* <p>
* The servlet container cannot place the servlet into service if the
* <code>init</code> method
* <ol>
* <li>Throws a <code>ServletException</code>
* <li>Does not return within a time period defined by the Web server
* </ol>
*
*
* @param config
* a <code>ServletConfig</code> object containing the servlet's
* configuration and initialization parameters
*
* @exception ServletException
* if an exception has occurred that interferes with the
* servlet's normal operation
*
* @see UnavailableException
* @see #getServletConfig
*/
public void init(ServletConfig config) throws ServletException;

/**
*
* Returns a {@link ServletConfig} object, which contains initialization and
* startup parameters for this servlet. The <code>ServletConfig</code>
* object returned is the one passed to the <code>init</code> method.
*
* <p>
* Implementations of this interface are responsible for storing the
* <code>ServletConfig</code> object so that this method can return it. The
* {@link GenericServlet} class, which implements this interface, already
* does this.
*
* @return the <code>ServletConfig</code> object that initializes this
* servlet
*
* @see #init
*/
public ServletConfig getServletConfig();

/**
* Called by the servlet container to allow the servlet to respond to a
* request.
*
* <p>
* This method is only called after the servlet's <code>init()</code> method
* has completed successfully.
*
* <p>
* The status code of the response always should be set for a servlet that
* throws or sends an error.
*
*
* <p>
* Servlets typically run inside multithreaded servlet containers that can
* handle multiple requests concurrently. Developers must be aware to
* synchronize access to any shared resources such as files, network
* connections, and as well as the servlet's class and instance variables.
* More information on multithreaded programming in Java is available in <a
* href
* ="http://java.sun.com/Series/Tutorial/java/threads/multithreaded.html">
* the Java tutorial on multi-threaded programming</a>.
*
*
* @param req
* the <code>ServletRequest</code> object that contains the
* client's request
*
* @param res
* the <code>ServletResponse</code> object that contains the
* servlet's response
*
* @exception ServletException
* if an exception occurs that interferes with the servlet's
* normal operation
*
* @exception IOException
* if an input or output exception occurs
*/
public void service(ServletRequest req, ServletResponse res)
throws ServletException, IOException;

/**
* Returns information about the servlet, such as author, version, and
* copyright.
*
* <p>
* The string that this method returns should be plain text and not markup
* of any kind (such as HTML, XML, etc.).
*
* @return a <code>String</code> containing servlet information
*/
public String getServletInfo();

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being taken out of service. This method is only called once all
* threads within the servlet's <code>service</code> method have exited or
* after a timeout period has passed. After the servlet container calls this
* method, it will not call the <code>service</code> method again on this
* servlet.
*
* <p>
* This method gives the servlet an opportunity to clean up any resources
* that are being held (for example, memory, file handles, threads) and make
* sure that any persistent state is synchronized with the servlet's current
* state in memory.
*/
public void destroy();
}

重点看 servlet 的 service方法,就是接受请求,处理完了给响应,不说细节,不然光 Tomcat 的能说半年,所以呢再进一步去理解,其实就能知道,就是一个先后的问题,盗个图

filter 跟后两者最大的不一样其实是一个基于 servlet,在非常外层做的处理,然后是 interceptor 的 prehandle 跟 posthandle,接着才是我们常规的 aop,就这么点事情,做个小试验吧(还是先补段代码吧)

Filter

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// ---------------------------------------------------- FilterChain Methods

/**
* Invoke the next filter in this chain, passing the specified request
* and response. If there are no more filters in this chain, invoke
* the <code>service()</code> method of the servlet itself.
*
* @param request The servlet request we are processing
* @param response The servlet response we are creating
*
* @exception IOException if an input/output error occurs
* @exception ServletException if a servlet exception occurs
*/
@Override
public void doFilter(ServletRequest request, ServletResponse response)
throws IOException, ServletException {

if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
try {
java.security.AccessController.doPrivileged(
new java.security.PrivilegedExceptionAction<Void>() {
@Override
public Void run()
throws ServletException, IOException {
internalDoFilter(req,res);
return null;
}
}
);
} catch( PrivilegedActionException pe) {
Exception e = pe.getException();
if (e instanceof ServletException)
throw (ServletException) e;
else if (e instanceof IOException)
throw (IOException) e;
else if (e instanceof RuntimeException)
throw (RuntimeException) e;
else
throw new ServletException(e.getMessage(), e);
}
} else {
internalDoFilter(request,response);
}
}
private void internalDoFilter(ServletRequest request,
ServletResponse response)
throws IOException, ServletException {

// Call the next filter if there is one
if (pos < n) {
ApplicationFilterConfig filterConfig = filters[pos++];
try {
Filter filter = filterConfig.getFilter();

if (request.isAsyncSupported() && "false".equalsIgnoreCase(
filterConfig.getFilterDef().getAsyncSupported())) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR, Boolean.FALSE);
}
if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();

Object[] args = new Object[]{req, res, this};
SecurityUtil.doAsPrivilege ("doFilter", filter, classType, args, principal);
} else {
filter.doFilter(request, response, this);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.filter"), e);
}
return;
}

// We fell off the end of the chain -- call the servlet instance
try {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(request);
lastServicedResponse.set(response);
}

if (request.isAsyncSupported() && !servletSupportsAsync) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR,
Boolean.FALSE);
}
// Use potentially wrapped request from this point
if ((request instanceof HttpServletRequest) &&
(response instanceof HttpServletResponse) &&
Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();
Object[] args = new Object[]{req, res};
SecurityUtil.doAsPrivilege("service",
servlet,
classTypeUsedInService,
args,
principal);
} else {
servlet.service(request, response);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.servlet"), e);
} finally {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(null);
lastServicedResponse.set(null);
}
}
}

注意看这一行
filter.doFilter(request, response, this);
是不是看懂了,就是个 filter 链,但是这个代码在哪呢,org.apache.catalina.core.ApplicationFilterChain#doFilter
然后是interceptor,

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protected void doDispatch(HttpServletRequest request, HttpServletResponse response) throws Exception {
HttpServletRequest processedRequest = request;
HandlerExecutionChain mappedHandler = null;
boolean multipartRequestParsed = false;
WebAsyncManager asyncManager = WebAsyncUtils.getAsyncManager(request);

try {
try {
ModelAndView mv = null;
Object dispatchException = null;

try {
processedRequest = this.checkMultipart(request);
multipartRequestParsed = processedRequest != request;
mappedHandler = this.getHandler(processedRequest);
if (mappedHandler == null) {
this.noHandlerFound(processedRequest, response);
return;
}

HandlerAdapter ha = this.getHandlerAdapter(mappedHandler.getHandler());
String method = request.getMethod();
boolean isGet = "GET".equals(method);
if (isGet || "HEAD".equals(method)) {
long lastModified = ha.getLastModified(request, mappedHandler.getHandler());
if ((new ServletWebRequest(request, response)).checkNotModified(lastModified) && isGet) {
return;
}
}

/**
* 看这里看这里‼️
*/
if (!mappedHandler.applyPreHandle(processedRequest, response)) {
return;
}

mv = ha.handle(processedRequest, response, mappedHandler.getHandler());
if (asyncManager.isConcurrentHandlingStarted()) {
return;
}

this.applyDefaultViewName(processedRequest, mv);
/**
* 再看这里看这里‼️
*/
mappedHandler.applyPostHandle(processedRequest, response, mv);
} catch (Exception var20) {
dispatchException = var20;
} catch (Throwable var21) {
dispatchException = new NestedServletException("Handler dispatch failed", var21);
}

this.processDispatchResult(processedRequest, response, mappedHandler, mv, (Exception)dispatchException);
} catch (Exception var22) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, var22);
} catch (Throwable var23) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, new NestedServletException("Handler processing failed", var23));
}

} finally {
if (asyncManager.isConcurrentHandlingStarted()) {
if (mappedHandler != null) {
mappedHandler.applyAfterConcurrentHandlingStarted(processedRequest, response);
}
} else if (multipartRequestParsed) {
this.cleanupMultipart(processedRequest);
}

}
}

代码在哪呢,org.springframework.web.servlet.DispatcherServlet#doDispatch,然后才是我们自己写的 aop,是不是差不多明白了,嗯,接下来是例子
写个 filter

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public class DemoFilter extends HttpServlet implements Filter {
@Override
public void init(FilterConfig filterConfig) throws ServletException {
System.out.println("==>DemoFilter启动");
}

@Override
public void doFilter(ServletRequest servletRequest, ServletResponse servletResponse, FilterChain filterChain) throws IOException, ServletException {
// 将请求转换成HttpServletRequest 请求
HttpServletRequest req = (HttpServletRequest) servletRequest;
HttpServletResponse resp = (HttpServletResponse) servletResponse;
System.out.println("before filter");
filterChain.doFilter(req, resp);
System.out.println("after filter");
}

@Override
public void destroy() {

}
}

因为用的springboot,所以就不写 web.xml 了,写个配置类

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@Configuration
public class FilterConfiguration {
@Bean
public FilterRegistrationBean filterDemo4Registration() {
FilterRegistrationBean registration = new FilterRegistrationBean();
//注入过滤器
registration.setFilter(new DemoFilter());
//拦截规则
registration.addUrlPatterns("/*");
//过滤器名称
registration.setName("DemoFilter");
//是否自动注册 false 取消Filter的自动注册
registration.setEnabled(true);
//过滤器顺序
registration.setOrder(1);
return registration;
}

}

然后再来个 interceptor 和 aop,以及一个简单的请求处理

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public class DemoInterceptor extends HandlerInterceptorAdapter {
@Override
public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler) throws Exception {
System.out.println("preHandle test");
return true;
}

@Override
public void postHandle(HttpServletRequest request, HttpServletResponse response, Object handler, ModelAndView modelAndView) throws Exception {
System.out.println("postHandle test");
}
}
@Aspect
@Component
public class DemoAspect {

@Pointcut("execution( public * com.nicksxs.springbootdemo.demo.DemoController.*())")
public void point() {

}

@Before("point()")
public void doBefore(){
System.out.println("==doBefore==");
}

@After("point()")
public void doAfter(){
System.out.println("==doAfter==");
}
}
@RestController
public class DemoController {

@RequestMapping("/hello")
@ResponseBody
public String hello() {
return "hello world";
}
}

好了,请求一下,看看 stdout,

搞定完事儿~

这周回家提前约好了要去老丈人家帮下忙,因为在翻修下老房子,活不是特别整的那种,所以大部分都是自己干,或者找个大工临时干几天(我们这那种比较专业的泥工匠叫做大工),像我这样去帮忙的,就是干点小工(把给大工帮忙的,干些偏体力活的叫做小工)的活。从大学毕业以后真的蛮少帮家里干活了,以前上学的时候放假还是帮家里淘个米,简单的扫地拖地啥的,当然刚高考完的时候,还去我爸厂里帮忙干了几天的活,实在是比较累,不过现在想着是觉得自己那时候比较牛,而不是特别排斥这个活,相对于现在的工作来说,导致了一系列的职业病,颈椎腰背都很僵硬,眼镜也不好,还有反流,像我爸那种活反而是脑力加体力的比较好的结合。
这一天的活前半部分主要是在清理厨房,瓷砖上的油污和墙上天花板上即将脱落的石灰或者白色涂料层,这种活特别是瓷砖上的油污,之前在自己家里也干活,还是比较熟悉的,不过前面主要是LD 在干,我主要是先搞墙上和天花板上的,干活还是很需要技巧的,如果直接去铲,那基本我会变成一个灰人,而且吸一鼻子灰,老丈人比较专业,先接上软管用水冲,一冲效果特别好,有些石灰涂料层直接就冲掉了,冲完之后先用带加长杆的刀片铲铲了一圈墙面,说实话因为老房子之前租出去了,所以墙面什么的被糟蹋的比较难看,一层一层的,不过这还算还好,后面主要是天花板上的,这可难倒我了,从小我爸妈是比较把我当小孩管着,爬上爬下的基本都是我爸搞定,但是到了老丈人家也只得硬着头皮上了,爬到跳(一种建筑工地用的架子)上,还有点晃,小心脏扑通扑通跳,而且带加长杆的铲子还是比较重的,铲一会手也有点累,不过坚持着铲完了,上面还是比较平整的,不过下来的时候又把我难住了🤦‍♂️,往下爬的时候有根杆子要跨过去,由于裤子比较紧,强行一把跨过去怕抽筋,所以以一个非常尴尬的姿势停留休息了一会,再跨了过去,幸好事后问 LD,他们都没看到,哈哈哈,然后就是帮忙一起搞瓷砖上的油污,这个太有经验了,不过老丈人更有意思,一会试试啤酒,一会用用沙子,后面在午饭前基本就弄的比较干净了,就坐着等吃饭了,下午午休了会,就继续干活了。
下午是我这次体验的重点了,因为要清理以前贴的墙纸,真的是个很麻烦的活,只能说贴墙纸的师傅活干得太好了,基本不可能整个撕下来,想用铲子一点点铲下来也不行,太轻了就只铲掉表面一层,太重了就把墙纸跟墙面的石灰啥的整个铲下来了,而且手又累又酸,后来想着是不是继续用水冲一下,对着一小面墙试验了下,效果还不错,但是又发现了个问题,那一面墙又有一块是后面糊上去的,铲掉外层的石灰后不平,然后就是最最重头的,也是让我后遗症持续到第二天的,要把那一块糊上去的水泥敲下来,毛估下大概是敲了80%左右,剩下的我的手已经不会用力了,因为那一块应该是要糊上去的始作俑者,就一块里面凹进去的,我拿着榔头敲到我手已经没法使劲了,而且大下午,感觉没五分钟,我的汗已经糊满脸,眼睛也睁不开,不然就流到眼睛里了,此处获得成就一:用榔头敲墙壁,也是个技术加体力的活,而且需要非常好的技巧,否则手马上就废了,敲下去的反作用力,没一会就不行了,然后是看着老丈人兄弟帮忙拆一个柜子,在我看来是个几天都搞不定的活,他轻轻松松在我敲墙的那会就搞定了,以前总觉得我干的活非常有技术含量,可是这个事情真的也是很有技巧啊,它是个把一间房间分隔开的柜子,从底到顶上,还带着门,我还在旁边帮忙撬一下脚踢,一根木条撬半天,唉,成就二:专业的人就是不一样。
最后就是成就三了:我之前沾沾自喜的跑了多少步,做了什么锻炼,其实都是渣渣,像这样干一天活,没经历过的,基本大半天就废了,反过来说,如果能经常去这么干一天活,跑步啥的都是渣渣,消耗的能量远远超过跑个十公里啥的。

Given a linked list, reverse the nodes of a linked list k at a time and return its modified list.

k is a positive integer and is less than or equal to the length of the linked list. If the number of nodes is not a multiple of k then left-out nodes in the end should remain as it is.

Example:

Given this linked list: 1->2->3->4->5

For k = 2, you should return: 2->1->4->3->5

For k = 3, you should return: 3->2->1->4->5

Note:

  • Only constant extra memory is allowed.
  • You may not alter the values in the list’s nodes, only nodes itself may be changed.

这个题也算是经典中的经典了,各种算法题中的保留曲目,可能不全一样,不过反正都是逆转,这个算是比较难度大的,普通的应该就是整个链表反转,或者只对一个链表中的 m 到 n 位做翻转,这里是 k 个一组做翻转,其实这道题比较难的点是两个,一个是想清楚怎么处理,一个是代码的处理
简单来看下

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public ListNode reverseKGroup(ListNode head, int k) {
if (k <= 1) {
return head;
}
if (head == null) {
return null;
}
ListNode tempEnd = head;
ListNode tempHead = head;
ListNode lastHead = null;
boolean isHeadSet = false;
while (true) {
// k 个一组获取头尾
for (int i = 0; i < k - 1; i++) {
System.out.println(tempEnd.val);
if (tempEnd.next != null) {
tempEnd = tempEnd.next;
} else {
tempEnd = null;
break;
}
}
if (tempEnd != null) {
if (!isHeadSet) {
// 只有在第一组返回的时候需要赋值给 head
head = reverse(null, tempHead, tempEnd);
isHeadSet = !isHeadSet;
} else {
// 后面的需要将前一组的尾巴传进去,作为后一组头
reverse(lastHead, tempHead, tempEnd);
}
if (tempHead.next != null) {
// 如果后续节点还有
lastHead = tempHead;
tempEnd = tempHead.next;
tempHead = tempHead.next;
} else {
break;
}
} else {
break;
}
}

return head;
}
public ListNode reverse(ListNode lastHead, ListNode tempHead, ListNode tempEnd) {
// k 个一组的头尾传进来
ListNode tail = null;
while (tail != tempEnd) {
// tail 表示是将头往后换时,把后面那个先拿着
tail = tempHead.next;
// 然后就是交换
tempHead.next = tempEnd.next;
tempEnd.next = tempHead;
tempHead = tail;
}
if (lastHead !=null) {
// 如果不是第一组,则需要接上前一组的尾巴
lastHead.next = tail;
}
return tail;
}
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.site-nav .animated{animation:none}body.site-nav-on .site-nav{height:var(--scroll-height);visibility:unset}}.menu .menu-item{display:block;margin:0}.menu .menu-item a{padding:5px 20px;position:relative;text-align:left;transition-property:background-color}.menu .menu-item .badge{background:#ccc;border-radius:10px;color:var(--content-bg-color);float:right;padding:2px 5px;text-shadow:1px 1px 0 rgba(0,0,0,.1)}.main-menu .menu-item-active::after{background:#bbb;border-radius:50%;content:' ';height:6px;margin-top:-3px;position:absolute;right:15px;top:50%;width:6px}.sub-menu{margin:0;padding:6px 0}.sub-menu .menu-item{display:inline-block}.sub-menu .menu-item a{background:0 0;margin:5px 10px;padding:initial}.sub-menu .menu-item a:hover{background:0 0;color:#fc6423}.sub-menu .menu-item-active{border-bottom-color:#fc6423;color:#fc6423}.sub-menu .menu-item-active:hover{border-bottom-color:#fc6423}.sidebar{position:-webkit-sticky;position:sticky;top:12px}@media 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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

这个问题也是面试中常被问到的,就抽空来了解下这个,跳过一大段前面初始化的逻辑,
对于一条select * from t1 where id = #{id}这样的 sql,在初始化扫描 mapper 的xml文件的时候会根据是否是 dynamic 来判断生成 DynamicSqlSource 还是 RawSqlSource,这里它是一条 RawSqlSource,
在这里做了替换,将#{}替换成了?

前面说的是否 dynamic 就是在这里进行判断

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// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseScriptNode
public SqlSource parseScriptNode() {
MixedSqlNode rootSqlNode = parseDynamicTags(context);
SqlSource sqlSource;
if (isDynamic) {
sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
} else {
sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
}
return sqlSource;
}
// org.apache.ibatis.scripting.xmltags.XMLScriptBuilder#parseDynamicTags
protected MixedSqlNode parseDynamicTags(XNode node) {
List<SqlNode> contents = new ArrayList<>();
NodeList children = node.getNode().getChildNodes();
for (int i = 0; i < children.getLength(); i++) {
XNode child = node.newXNode(children.item(i));
if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
String data = child.getStringBody("");
TextSqlNode textSqlNode = new TextSqlNode(data);
if (textSqlNode.isDynamic()) {
contents.add(textSqlNode);
isDynamic = true;
} else {
contents.add(new StaticTextSqlNode(data));
}
} else if (child.getNode().getNodeType() == Node.ELEMENT_NODE) { // issue #628
String nodeName = child.getNode().getNodeName();
NodeHandler handler = nodeHandlerMap.get(nodeName);
if (handler == null) {
throw new BuilderException("Unknown element <" + nodeName + "> in SQL statement.");
}
handler.handleNode(child, contents);
isDynamic = true;
}
}
return new MixedSqlNode(contents);
}
// org.apache.ibatis.scripting.xmltags.TextSqlNode#isDynamic
public boolean isDynamic() {
DynamicCheckerTokenParser checker = new DynamicCheckerTokenParser();
GenericTokenParser parser = createParser(checker);
parser.parse(text);
return checker.isDynamic();
}
private GenericTokenParser createParser(TokenHandler handler) {
return new GenericTokenParser("${", "}", handler);
}

可以看到其中一个条件就是是否有${}这种占位符,假如说上面的 sql 换成 ${},那么可以看到它会在这里创建一个 dynamicSqlSource,

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// org.apache.ibatis.scripting.xmltags.DynamicSqlSource
public class DynamicSqlSource implements SqlSource {

private final Configuration configuration;
private final SqlNode rootSqlNode;

public DynamicSqlSource(Configuration configuration, SqlNode rootSqlNode) {
this.configuration = configuration;
this.rootSqlNode = rootSqlNode;
}

@Override
public BoundSql getBoundSql(Object parameterObject) {
DynamicContext context = new DynamicContext(configuration, parameterObject);
rootSqlNode.apply(context);
SqlSourceBuilder sqlSourceParser = new SqlSourceBuilder(configuration);
Class<?> parameterType = parameterObject == null ? Object.class : parameterObject.getClass();
SqlSource sqlSource = sqlSourceParser.parse(context.getSql(), parameterType, context.getBindings());
BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
context.getBindings().forEach(boundSql::setAdditionalParameter);
return boundSql;
}

}

这里眼尖的同学可能就可以看出来了,RawSqlSource 在初始化的时候已经经过了 parse,把#{}替换成了?占位符,但是 DynamicSqlSource 并没有
再看这个图,我们发现在这的时候还没有进行替换
然后往里跟
好像是这里了

这里 rootSqlNode.apply 其实是一个对原来 sql 的解析结果的一个循环调用,不同类型的标签会构成不同的 node,像这里就是一个 textSqlNode

可以发现到这我们的 sql 已经被替换了,而且是直接作为 string 类型替换的,所以可以明白了这个问题所在,就是注入,不过细心的同学发现其实这里是有个

理论上还是可以做过滤的,不过好像现在没用起来。
我们前面可以发现对于#{}是在启动扫描 mapper的 xml 文件就替换成了 ?,然后是在什么时候变成实际的值的呢

发现到这的时候还是没有替换,其实说白了也就是 prepareStatement 那一套,

在这里进行替换,会拿到 org.apache.ibatis.mapping.ParameterMapping,然后进行替换,因为会带着类型信息,所以不用担心注入咯

因为活实在比较多,也不太好叫大工(活比较杂散),相比上一次我跟 LD 俩人晚起了一点,我真的是只要有事,早上就醒的很早,准备八点出发的,六点就醒了,然后想继续睡就一直做梦🤦‍♂️,差不多八点半多到的丈人家,他们应该已经干了有一会了,我们到了以后就分配给我撬地板的活,上次说的那个敲掉柜子的房间里,还铺着质地还不错的木地板,但是也不想要了,得撬掉重新铺。
拿着撬棍和榔头就上楼去干了,浙江这几天的天气,最高温度一般 38、9,楼上那个房间也没风扇,有了也不能用,都是灰尘,撬了两下,我感觉我体内的水就像真气爆发一样变成汗炸了出来,眼睛全被汗糊住了,可能大部分人不太了解地板是怎么铺的,一般是在地面先铺一层混凝土,混凝土中间嵌进去规则的长条木条,然后真正的地板一块块的都是钉在那个木条上,用那种气枪钉和普通的钉子,并且块跟块之前还有一个木头的槽结构相互耦合,然后边缘的一圈在用较薄的木板将整个木地板封边(这些词都是我现造的),边缘的用的钉子会更多,所以那几下真的很用力,而且撬地板,得蹲下起来,如此反复,对于我这个体重快超过身高的中年人来说的确是非常大的挑战,接下来继续撬了几个,已经有种要虚脱晕倒的感觉了,及时去喝水擦了汗,又歇了一会,为啥一上来就这么拼呢,主要是因为那个房间丈人在干活的时候是直接看得到的🤦‍♂️,后来被 LD 一顿教育,本来就是去帮忙的,又不是专业做这个的,急啥。
喝了水之后,又稍稍歇了一会,就开始继续撬了,本来觉得这个地板撬着好像还行,房间不大,没多久就撬完了,撬完之后喝了点饮料(补充点糖分,早餐吃得少,有点低血糖),然后看到 LD 在撬下面的木条了,这个动作开始了那天最大的经验值收集行动,前面说了这个木条一般是跟混凝土一块铺上去的,但是谁也没想到,这个混凝土铺上去的时候竟然处理的这么随意,根本没考虑跟下面的贴合,所以撬木条的时候直接把木条跟木条中间大块大块的混凝土一块撬起来了,想想那重量,于是我这靠蛮力干活的,就用力把木条带着混凝土一块撬了起来,还沾沾自喜,但是发现结果是撬起来一块之后,体力值瞬间归零,上一篇我也提到了,其实干这类活也是很有技巧性的,但是上次的是我没学会,可能需要花时间学的,但是这次是LD 用她的纤细胳膊教会我的,我在撬的时候,屏住一口气,双手用力,起,大概是吃好几口奶的力气都用出来了,但是 LD 在我休息的时候,慢慢悠悠的,先把撬棍挤到木条或者混凝土跟下层的缝里,然后往下垫一小块混凝土碎石,然后轻轻松松的扳两下,就撬开了,亏我高中的时候引以为傲的物理成绩,作为物理课代表,这么浅显易懂的杠杆原理都完全不会用到生活里,后面在用这个技巧撬的过程中,真的觉得自己蠢到家了,当然在明白了用点杠杆原理之后,撬地板的活就变得慢慢悠悠,悠哉悠哉的了(其实还是很热的,披着毛巾擦眼睛)。
上午的活差不多完了,后面就是把撬出来的混凝土和地板条丢下去,地上铺着不用了的被子,然后就是午饭和午休环节了,午饭换了一家快餐,味道非常可以,下午的活就比较单调了,帮忙清理了上去扔下来的混凝土碎块跟木条,然后稍微打扫了下,老丈人就让我们回家了,接着上次说的,还是觉得比跑步啥的消耗大太多了,那汗流的,一口就能喝完一瓶 500 毫升左右的矿泉水。

本来是想取个像现在那些公众号转了又转的文章标题,”面试官再问你xxxxx,就把这篇文章甩给他看”这种标题,但是觉得实在太 low 了,还是用一部我比较喜欢的电影里的一句台词,《人在囧途》里王宝强对着那张老板给他的欠条,看不懂字时候说的那句,这些都是些啥(第四声)
当我刚开始面 Java 的时候,其实我真的没注意这方面的东西,实话说就是不知道这些是啥,开发中用过 Interceptor和 Aop,了解 aop 的实现原理,但是不知道 Java web 中的 Filter 是怎么回事,知道 dubbo 的 filter,就这样,所以被问到了的确是回答不出来,可能就觉得这个渣渣,这么简单的都不会,所以还是花点时间来看看这个是个啥,为了避免我口吐芬芳,还是耐下性子来简单说下这几个东西
首先是 servlet,怎么去解释这个呢,因为之前是 PHPer,所以比较喜欢用它来举例子,在普通的 PHP 的 web 应用中一般有几部分组成,接受 HTTP 请求的是前置的 nginx 或者 apache,但是这俩玩意都是只能处理静态的请求,远古时代 PHP 和 HTML 混编是通过 apache 的 php module,跟后来 nginx 使用 php-fpm 其实道理类似,就是把请求中需要 PHP 处理的转发给 PHP,在 Java 中呢,是有个比较牛叉的叫 Tomcat 的,它可以把请求转成 servlet,而 servlet 其实就是一种实现了特定接口的 Java 代码,

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package javax.servlet;

import java.io.IOException;

/**
* Defines methods that all servlets must implement.
*
* <p>
* A servlet is a small Java program that runs within a Web server. Servlets
* receive and respond to requests from Web clients, usually across HTTP, the
* HyperText Transfer Protocol.
*
* <p>
* To implement this interface, you can write a generic servlet that extends
* <code>javax.servlet.GenericServlet</code> or an HTTP servlet that extends
* <code>javax.servlet.http.HttpServlet</code>.
*
* <p>
* This interface defines methods to initialize a servlet, to service requests,
* and to remove a servlet from the server. These are known as life-cycle
* methods and are called in the following sequence:
* <ol>
* <li>The servlet is constructed, then initialized with the <code>init</code>
* method.
* <li>Any calls from clients to the <code>service</code> method are handled.
* <li>The servlet is taken out of service, then destroyed with the
* <code>destroy</code> method, then garbage collected and finalized.
* </ol>
*
* <p>
* In addition to the life-cycle methods, this interface provides the
* <code>getServletConfig</code> method, which the servlet can use to get any
* startup information, and the <code>getServletInfo</code> method, which allows
* the servlet to return basic information about itself, such as author,
* version, and copyright.
*
* @see GenericServlet
* @see javax.servlet.http.HttpServlet
*/
public interface Servlet {

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being placed into service.
*
* <p>
* The servlet container calls the <code>init</code> method exactly once
* after instantiating the servlet. The <code>init</code> method must
* complete successfully before the servlet can receive any requests.
*
* <p>
* The servlet container cannot place the servlet into service if the
* <code>init</code> method
* <ol>
* <li>Throws a <code>ServletException</code>
* <li>Does not return within a time period defined by the Web server
* </ol>
*
*
* @param config
* a <code>ServletConfig</code> object containing the servlet's
* configuration and initialization parameters
*
* @exception ServletException
* if an exception has occurred that interferes with the
* servlet's normal operation
*
* @see UnavailableException
* @see #getServletConfig
*/
public void init(ServletConfig config) throws ServletException;

/**
*
* Returns a {@link ServletConfig} object, which contains initialization and
* startup parameters for this servlet. The <code>ServletConfig</code>
* object returned is the one passed to the <code>init</code> method.
*
* <p>
* Implementations of this interface are responsible for storing the
* <code>ServletConfig</code> object so that this method can return it. The
* {@link GenericServlet} class, which implements this interface, already
* does this.
*
* @return the <code>ServletConfig</code> object that initializes this
* servlet
*
* @see #init
*/
public ServletConfig getServletConfig();

/**
* Called by the servlet container to allow the servlet to respond to a
* request.
*
* <p>
* This method is only called after the servlet's <code>init()</code> method
* has completed successfully.
*
* <p>
* The status code of the response always should be set for a servlet that
* throws or sends an error.
*
*
* <p>
* Servlets typically run inside multithreaded servlet containers that can
* handle multiple requests concurrently. Developers must be aware to
* synchronize access to any shared resources such as files, network
* connections, and as well as the servlet's class and instance variables.
* More information on multithreaded programming in Java is available in <a
* href
* ="http://java.sun.com/Series/Tutorial/java/threads/multithreaded.html">
* the Java tutorial on multi-threaded programming</a>.
*
*
* @param req
* the <code>ServletRequest</code> object that contains the
* client's request
*
* @param res
* the <code>ServletResponse</code> object that contains the
* servlet's response
*
* @exception ServletException
* if an exception occurs that interferes with the servlet's
* normal operation
*
* @exception IOException
* if an input or output exception occurs
*/
public void service(ServletRequest req, ServletResponse res)
throws ServletException, IOException;

/**
* Returns information about the servlet, such as author, version, and
* copyright.
*
* <p>
* The string that this method returns should be plain text and not markup
* of any kind (such as HTML, XML, etc.).
*
* @return a <code>String</code> containing servlet information
*/
public String getServletInfo();

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being taken out of service. This method is only called once all
* threads within the servlet's <code>service</code> method have exited or
* after a timeout period has passed. After the servlet container calls this
* method, it will not call the <code>service</code> method again on this
* servlet.
*
* <p>
* This method gives the servlet an opportunity to clean up any resources
* that are being held (for example, memory, file handles, threads) and make
* sure that any persistent state is synchronized with the servlet's current
* state in memory.
*/
public void destroy();
}

重点看 servlet 的 service方法,就是接受请求,处理完了给响应,不说细节,不然光 Tomcat 的能说半年,所以呢再进一步去理解,其实就能知道,就是一个先后的问题,盗个图

filter 跟后两者最大的不一样其实是一个基于 servlet,在非常外层做的处理,然后是 interceptor 的 prehandle 跟 posthandle,接着才是我们常规的 aop,就这么点事情,做个小试验吧(还是先补段代码吧)

Filter

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// ---------------------------------------------------- FilterChain Methods

/**
* Invoke the next filter in this chain, passing the specified request
* and response. If there are no more filters in this chain, invoke
* the <code>service()</code> method of the servlet itself.
*
* @param request The servlet request we are processing
* @param response The servlet response we are creating
*
* @exception IOException if an input/output error occurs
* @exception ServletException if a servlet exception occurs
*/
@Override
public void doFilter(ServletRequest request, ServletResponse response)
throws IOException, ServletException {

if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
try {
java.security.AccessController.doPrivileged(
new java.security.PrivilegedExceptionAction<Void>() {
@Override
public Void run()
throws ServletException, IOException {
internalDoFilter(req,res);
return null;
}
}
);
} catch( PrivilegedActionException pe) {
Exception e = pe.getException();
if (e instanceof ServletException)
throw (ServletException) e;
else if (e instanceof IOException)
throw (IOException) e;
else if (e instanceof RuntimeException)
throw (RuntimeException) e;
else
throw new ServletException(e.getMessage(), e);
}
} else {
internalDoFilter(request,response);
}
}
private void internalDoFilter(ServletRequest request,
ServletResponse response)
throws IOException, ServletException {

// Call the next filter if there is one
if (pos < n) {
ApplicationFilterConfig filterConfig = filters[pos++];
try {
Filter filter = filterConfig.getFilter();

if (request.isAsyncSupported() && "false".equalsIgnoreCase(
filterConfig.getFilterDef().getAsyncSupported())) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR, Boolean.FALSE);
}
if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();

Object[] args = new Object[]{req, res, this};
SecurityUtil.doAsPrivilege ("doFilter", filter, classType, args, principal);
} else {
filter.doFilter(request, response, this);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.filter"), e);
}
return;
}

// We fell off the end of the chain -- call the servlet instance
try {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(request);
lastServicedResponse.set(response);
}

if (request.isAsyncSupported() && !servletSupportsAsync) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR,
Boolean.FALSE);
}
// Use potentially wrapped request from this point
if ((request instanceof HttpServletRequest) &&
(response instanceof HttpServletResponse) &&
Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();
Object[] args = new Object[]{req, res};
SecurityUtil.doAsPrivilege("service",
servlet,
classTypeUsedInService,
args,
principal);
} else {
servlet.service(request, response);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.servlet"), e);
} finally {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(null);
lastServicedResponse.set(null);
}
}
}

注意看这一行
filter.doFilter(request, response, this);
是不是看懂了,就是个 filter 链,但是这个代码在哪呢,org.apache.catalina.core.ApplicationFilterChain#doFilter
然后是interceptor,

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protected void doDispatch(HttpServletRequest request, HttpServletResponse response) throws Exception {
HttpServletRequest processedRequest = request;
HandlerExecutionChain mappedHandler = null;
boolean multipartRequestParsed = false;
WebAsyncManager asyncManager = WebAsyncUtils.getAsyncManager(request);

try {
try {
ModelAndView mv = null;
Object dispatchException = null;

try {
processedRequest = this.checkMultipart(request);
multipartRequestParsed = processedRequest != request;
mappedHandler = this.getHandler(processedRequest);
if (mappedHandler == null) {
this.noHandlerFound(processedRequest, response);
return;
}

HandlerAdapter ha = this.getHandlerAdapter(mappedHandler.getHandler());
String method = request.getMethod();
boolean isGet = "GET".equals(method);
if (isGet || "HEAD".equals(method)) {
long lastModified = ha.getLastModified(request, mappedHandler.getHandler());
if ((new ServletWebRequest(request, response)).checkNotModified(lastModified) && isGet) {
return;
}
}

/**
* 看这里看这里‼️
*/
if (!mappedHandler.applyPreHandle(processedRequest, response)) {
return;
}

mv = ha.handle(processedRequest, response, mappedHandler.getHandler());
if (asyncManager.isConcurrentHandlingStarted()) {
return;
}

this.applyDefaultViewName(processedRequest, mv);
/**
* 再看这里看这里‼️
*/
mappedHandler.applyPostHandle(processedRequest, response, mv);
} catch (Exception var20) {
dispatchException = var20;
} catch (Throwable var21) {
dispatchException = new NestedServletException("Handler dispatch failed", var21);
}

this.processDispatchResult(processedRequest, response, mappedHandler, mv, (Exception)dispatchException);
} catch (Exception var22) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, var22);
} catch (Throwable var23) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, new NestedServletException("Handler processing failed", var23));
}

} finally {
if (asyncManager.isConcurrentHandlingStarted()) {
if (mappedHandler != null) {
mappedHandler.applyAfterConcurrentHandlingStarted(processedRequest, response);
}
} else if (multipartRequestParsed) {
this.cleanupMultipart(processedRequest);
}

}
}

代码在哪呢,org.springframework.web.servlet.DispatcherServlet#doDispatch,然后才是我们自己写的 aop,是不是差不多明白了,嗯,接下来是例子
写个 filter

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public class DemoFilter extends HttpServlet implements Filter {
@Override
public void init(FilterConfig filterConfig) throws ServletException {
System.out.println("==>DemoFilter启动");
}

@Override
public void doFilter(ServletRequest servletRequest, ServletResponse servletResponse, FilterChain filterChain) throws IOException, ServletException {
// 将请求转换成HttpServletRequest 请求
HttpServletRequest req = (HttpServletRequest) servletRequest;
HttpServletResponse resp = (HttpServletResponse) servletResponse;
System.out.println("before filter");
filterChain.doFilter(req, resp);
System.out.println("after filter");
}

@Override
public void destroy() {

}
}

因为用的springboot,所以就不写 web.xml 了,写个配置类

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@Configuration
public class FilterConfiguration {
@Bean
public FilterRegistrationBean filterDemo4Registration() {
FilterRegistrationBean registration = new FilterRegistrationBean();
//注入过滤器
registration.setFilter(new DemoFilter());
//拦截规则
registration.addUrlPatterns("/*");
//过滤器名称
registration.setName("DemoFilter");
//是否自动注册 false 取消Filter的自动注册
registration.setEnabled(true);
//过滤器顺序
registration.setOrder(1);
return registration;
}

}

然后再来个 interceptor 和 aop,以及一个简单的请求处理

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public class DemoInterceptor extends HandlerInterceptorAdapter {
@Override
public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler) throws Exception {
System.out.println("preHandle test");
return true;
}

@Override
public void postHandle(HttpServletRequest request, HttpServletResponse response, Object handler, ModelAndView modelAndView) throws Exception {
System.out.println("postHandle test");
}
}
@Aspect
@Component
public class DemoAspect {

@Pointcut("execution( public * com.nicksxs.springbootdemo.demo.DemoController.*())")
public void point() {

}

@Before("point()")
public void doBefore(){
System.out.println("==doBefore==");
}

@After("point()")
public void doAfter(){
System.out.println("==doAfter==");
}
}
@RestController
public class DemoController {

@RequestMapping("/hello")
@ResponseBody
public String hello() {
return "hello world";
}
}

好了,请求一下,看看 stdout,

搞定完事儿~

这周回家提前约好了要去老丈人家帮下忙,因为在翻修下老房子,活不是特别整的那种,所以大部分都是自己干,或者找个大工临时干几天(我们这那种比较专业的泥工匠叫做大工),像我这样去帮忙的,就是干点小工(把给大工帮忙的,干些偏体力活的叫做小工)的活。从大学毕业以后真的蛮少帮家里干活了,以前上学的时候放假还是帮家里淘个米,简单的扫地拖地啥的,当然刚高考完的时候,还去我爸厂里帮忙干了几天的活,实在是比较累,不过现在想着是觉得自己那时候比较牛,而不是特别排斥这个活,相对于现在的工作来说,导致了一系列的职业病,颈椎腰背都很僵硬,眼镜也不好,还有反流,像我爸那种活反而是脑力加体力的比较好的结合。
这一天的活前半部分主要是在清理厨房,瓷砖上的油污和墙上天花板上即将脱落的石灰或者白色涂料层,这种活特别是瓷砖上的油污,之前在自己家里也干活,还是比较熟悉的,不过前面主要是LD 在干,我主要是先搞墙上和天花板上的,干活还是很需要技巧的,如果直接去铲,那基本我会变成一个灰人,而且吸一鼻子灰,老丈人比较专业,先接上软管用水冲,一冲效果特别好,有些石灰涂料层直接就冲掉了,冲完之后先用带加长杆的刀片铲铲了一圈墙面,说实话因为老房子之前租出去了,所以墙面什么的被糟蹋的比较难看,一层一层的,不过这还算还好,后面主要是天花板上的,这可难倒我了,从小我爸妈是比较把我当小孩管着,爬上爬下的基本都是我爸搞定,但是到了老丈人家也只得硬着头皮上了,爬到跳(一种建筑工地用的架子)上,还有点晃,小心脏扑通扑通跳,而且带加长杆的铲子还是比较重的,铲一会手也有点累,不过坚持着铲完了,上面还是比较平整的,不过下来的时候又把我难住了🤦‍♂️,往下爬的时候有根杆子要跨过去,由于裤子比较紧,强行一把跨过去怕抽筋,所以以一个非常尴尬的姿势停留休息了一会,再跨了过去,幸好事后问 LD,他们都没看到,哈哈哈,然后就是帮忙一起搞瓷砖上的油污,这个太有经验了,不过老丈人更有意思,一会试试啤酒,一会用用沙子,后面在午饭前基本就弄的比较干净了,就坐着等吃饭了,下午午休了会,就继续干活了。
下午是我这次体验的重点了,因为要清理以前贴的墙纸,真的是个很麻烦的活,只能说贴墙纸的师傅活干得太好了,基本不可能整个撕下来,想用铲子一点点铲下来也不行,太轻了就只铲掉表面一层,太重了就把墙纸跟墙面的石灰啥的整个铲下来了,而且手又累又酸,后来想着是不是继续用水冲一下,对着一小面墙试验了下,效果还不错,但是又发现了个问题,那一面墙又有一块是后面糊上去的,铲掉外层的石灰后不平,然后就是最最重头的,也是让我后遗症持续到第二天的,要把那一块糊上去的水泥敲下来,毛估下大概是敲了80%左右,剩下的我的手已经不会用力了,因为那一块应该是要糊上去的始作俑者,就一块里面凹进去的,我拿着榔头敲到我手已经没法使劲了,而且大下午,感觉没五分钟,我的汗已经糊满脸,眼睛也睁不开,不然就流到眼睛里了,此处获得成就一:用榔头敲墙壁,也是个技术加体力的活,而且需要非常好的技巧,否则手马上就废了,敲下去的反作用力,没一会就不行了,然后是看着老丈人兄弟帮忙拆一个柜子,在我看来是个几天都搞不定的活,他轻轻松松在我敲墙的那会就搞定了,以前总觉得我干的活非常有技术含量,可是这个事情真的也是很有技巧啊,它是个把一间房间分隔开的柜子,从底到顶上,还带着门,我还在旁边帮忙撬一下脚踢,一根木条撬半天,唉,成就二:专业的人就是不一样。
最后就是成就三了:我之前沾沾自喜的跑了多少步,做了什么锻炼,其实都是渣渣,像这样干一天活,没经历过的,基本大半天就废了,反过来说,如果能经常去这么干一天活,跑步啥的都是渣渣,消耗的能量远远超过跑个十公里啥的。

Given a linked list, reverse the nodes of a linked list k at a time and return its modified list.

k is a positive integer and is less than or equal to the length of the linked list. If the number of nodes is not a multiple of k then left-out nodes in the end should remain as it is.

Example:

Given this linked list: 1->2->3->4->5

For k = 2, you should return: 2->1->4->3->5

For k = 3, you should return: 3->2->1->4->5

Note:

  • Only constant extra memory is allowed.
  • You may not alter the values in the list’s nodes, only nodes itself may be changed.

这个题也算是经典中的经典了,各种算法题中的保留曲目,可能不全一样,不过反正都是逆转,这个算是比较难度大的,普通的应该就是整个链表反转,或者只对一个链表中的 m 到 n 位做翻转,这里是 k 个一组做翻转,其实这道题比较难的点是两个,一个是想清楚怎么处理,一个是代码的处理
简单来看下

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public ListNode reverseKGroup(ListNode head, int k) {
if (k <= 1) {
return head;
}
if (head == null) {
return null;
}
ListNode tempEnd = head;
ListNode tempHead = head;
ListNode lastHead = null;
boolean isHeadSet = false;
while (true) {
// k 个一组获取头尾
for (int i = 0; i < k - 1; i++) {
System.out.println(tempEnd.val);
if (tempEnd.next != null) {
tempEnd = tempEnd.next;
} else {
tempEnd = null;
break;
}
}
if (tempEnd != null) {
if (!isHeadSet) {
// 只有在第一组返回的时候需要赋值给 head
head = reverse(null, tempHead, tempEnd);
isHeadSet = !isHeadSet;
} else {
// 后面的需要将前一组的尾巴传进去,作为后一组头
reverse(lastHead, tempHead, tempEnd);
}
if (tempHead.next != null) {
// 如果后续节点还有
lastHead = tempHead;
tempEnd = tempHead.next;
tempHead = tempHead.next;
} else {
break;
}
} else {
break;
}
}

return head;
}
public ListNode reverse(ListNode lastHead, ListNode tempHead, ListNode tempEnd) {
// k 个一组的头尾传进来
ListNode tail = null;
while (tail != tempEnd) {
// tail 表示是将头往后换时,把后面那个先拿着
tail = tempHead.next;
// 然后就是交换
tempHead.next = tempEnd.next;
tempEnd.next = tempHead;
tempHead = tail;
}
if (lastHead !=null) {
// 如果不是第一组,则需要接上前一组的尾巴
lastHead.next = tail;
}
return tail;
}
0%
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

用了比较久的 grep 命令,其实都只是用了最最基本的功能来查日志,

譬如

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grep 'xxx' xxxx.log

然后有挺多情况比如想要找日志里带一些符号什么的,就需要用到一些特殊的

比如这样\"userId\":\"123456\",因为比如用户 ID 有时候会跟其他的 id 一样,只用具体的值 123456 来查的话干扰信息太多了,如果直接这样

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grep '\"userId\":\"123456\"' xxxx.log

好像不行,盲猜就是符号的问题,特别是\"这两个,

之前一直是想试一下,但是没成功,昨天在排查一个问题的时候发现了,只要把这些都转义了就行了

grep '\\\"userId\\\":\\\"123456\\\"' xxxx.log

原谅我的标题党,其实这些工具的确很厉害,之前其实介绍过一点相关的,是从我一次问题排查的过程中用到的,但是最近又有碰到一次排查问题,发现其实用 idea 直接 dump thread 是不现实的,毕竟服务器环境的没法这么操作,那就得用 Java 的那些工具了

jstack & jps

譬如 jstack,这个命令其实不能更简单了
看看 help 信息

-l参数可以打出锁的额外信息,然后后面的 pid 就是进程 id 咯,机智的小伙伴会问了(就你这个小白才问这么蠢的问题🤦‍♂️),怎么看 Java 应用的进程呢
那就是 jps 了,命令也很简单,一般直接用 jps命令就好了,不过也可以 help 看一下

稍微解释下,-q是只显示进程 id,-m是输出给main 方法的参数,比如我在配置中加给参数

然后用 jps -m查看

-v加上小 v 的话就是打印 jvm 参数

还是有点东西,然后就继续介绍 jstack 了,然后我们看看 jstack 出来是啥,为了加点内容我加了个死锁

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public static void main(String[] args) throws InterruptedException {
SpringApplication.run(ThreadDumpDemoApplication.class, args);
ReentrantLock lock1 = new ReentrantLock();
ReentrantLock lock2 = new ReentrantLock();
Thread t1 = new Thread() {
@Override
public void run() {
try {
lock1.lock();
TimeUnit.SECONDS.sleep(1);
lock2.lock();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
};
Thread t2 = new Thread() {
@Override
public void run() {
try {
lock2.lock();
TimeUnit.SECONDS.sleep(1);
lock1.lock();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
};
t1.setName("mythread1");
t2.setName("mythread2");
t1.start();
t2.start();
Thread.sleep(10000);
}

然后看看出来时怎么样的

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2020-08-02 21:50:32
Full thread dump Java HotSpot(TM) 64-Bit Server VM (25.201-b09 mixed mode):

"DestroyJavaVM" #147 prio=5 os_prio=31 tid=0x00007fc9dd807000 nid=0x2603 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"mythread2" #140 prio=5 os_prio=31 tid=0x00007fc9dd877000 nid=0x9903 waiting on condition [0x0000700006fb9000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4330> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$2.run(ThreadDumpDemoApplication.java:34)

Locked ownable synchronizers:
- <0x000000076f5d4360> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)

"mythread1" #139 prio=5 os_prio=31 tid=0x00007fc9de873800 nid=0x9a03 waiting on condition [0x0000700006eb6000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4360> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$1.run(ThreadDumpDemoApplication.java:22)

Locked ownable synchronizers:
- <0x000000076f5d4330> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)

"http-nio-8080-Acceptor" #137 daemon prio=5 os_prio=31 tid=0x00007fc9de1ac000 nid=0x9b03 runnable [0x0000700006db3000]
java.lang.Thread.State: RUNNABLE
at sun.nio.ch.ServerSocketChannelImpl.accept0(Native Method)
at sun.nio.ch.ServerSocketChannelImpl.accept(ServerSocketChannelImpl.java:422)
at sun.nio.ch.ServerSocketChannelImpl.accept(ServerSocketChannelImpl.java:250)
- locked <0x000000076f1e4820> (a java.lang.Object)
at org.apache.tomcat.util.net.NioEndpoint.serverSocketAccept(NioEndpoint.java:469)
at org.apache.tomcat.util.net.NioEndpoint.serverSocketAccept(NioEndpoint.java:71)
at org.apache.tomcat.util.net.Acceptor.run(Acceptor.java:95)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-ClientPoller" #136 daemon prio=5 os_prio=31 tid=0x00007fc9dd876800 nid=0x6503 runnable [0x0000700006cb0000]
java.lang.Thread.State: RUNNABLE
at sun.nio.ch.KQueueArrayWrapper.kevent0(Native Method)
at sun.nio.ch.KQueueArrayWrapper.poll(KQueueArrayWrapper.java:198)
at sun.nio.ch.KQueueSelectorImpl.doSelect(KQueueSelectorImpl.java:117)
at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:86)
- locked <0x000000076f2978c8> (a sun.nio.ch.Util$3)
- locked <0x000000076f2978b8> (a java.util.Collections$UnmodifiableSet)
- locked <0x000000076f297798> (a sun.nio.ch.KQueueSelectorImpl)
at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:97)
at org.apache.tomcat.util.net.NioEndpoint$Poller.run(NioEndpoint.java:709)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-10" #135 daemon prio=5 os_prio=31 tid=0x00007fc9de1af000 nid=0x9d03 waiting on condition [0x0000700006bad000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-9" #134 daemon prio=5 os_prio=31 tid=0x00007fc9de1ab800 nid=0x6403 waiting on condition [0x0000700006aaa000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-8" #133 daemon prio=5 os_prio=31 tid=0x00007fc9de873000 nid=0x9f03 waiting on condition [0x00007000069a7000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-7" #132 daemon prio=5 os_prio=31 tid=0x00007fc9df0a1800 nid=0xa103 waiting on condition [0x00007000068a4000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-6" #131 daemon prio=5 os_prio=31 tid=0x00007fc9df242800 nid=0x6103 waiting on condition [0x00007000067a1000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-5" #130 daemon prio=5 os_prio=31 tid=0x00007fc9de872000 nid=0x5f03 waiting on condition [0x000070000669e000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-4" #129 daemon prio=5 os_prio=31 tid=0x00007fc9de1a6000 nid=0x5e03 waiting on condition [0x000070000659b000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-3" #128 daemon prio=5 os_prio=31 tid=0x00007fc9de871800 nid=0x5c03 waiting on condition [0x0000700006498000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-2" #127 daemon prio=5 os_prio=31 tid=0x00007fc9dead9000 nid=0x5b03 waiting on condition [0x0000700006395000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-1" #126 daemon prio=5 os_prio=31 tid=0x00007fc9ddb00000 nid=0x5a03 waiting on condition [0x0000700006292000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-BlockPoller" #125 daemon prio=5 os_prio=31 tid=0x00007fc9df242000 nid=0xa503 runnable [0x000070000618f000]
java.lang.Thread.State: RUNNABLE
at sun.nio.ch.KQueueArrayWrapper.kevent0(Native Method)
at sun.nio.ch.KQueueArrayWrapper.poll(KQueueArrayWrapper.java:198)
at sun.nio.ch.KQueueSelectorImpl.doSelect(KQueueSelectorImpl.java:117)
at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:86)
- locked <0x000000076f1eea30> (a sun.nio.ch.Util$3)
- locked <0x000000076f1ee198> (a java.util.Collections$UnmodifiableSet)
- locked <0x000000076f1ee010> (a sun.nio.ch.KQueueSelectorImpl)
at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:97)
at org.apache.tomcat.util.net.NioBlockingSelector$BlockPoller.run(NioBlockingSelector.java:313)

Locked ownable synchronizers:
- None

"container-0" #124 prio=5 os_prio=31 tid=0x00007fc9df06a000 nid=0x5803 waiting on condition [0x000070000608c000]
java.lang.Thread.State: TIMED_WAITING (sleeping)
at java.lang.Thread.sleep(Native Method)
at org.apache.catalina.core.StandardServer.await(StandardServer.java:570)
at org.springframework.boot.web.embedded.tomcat.TomcatWebServer$1.run(TomcatWebServer.java:197)

Locked ownable synchronizers:
- None

"Catalina-utility-2" #123 prio=1 os_prio=31 tid=0x00007fc9de886000 nid=0xa80f waiting on condition [0x0000700005f89000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076c88ab58> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:1088)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:809)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"Catalina-utility-1" #122 prio=1 os_prio=31 tid=0x00007fc9de884000 nid=0x5667 waiting on condition [0x0000700005e86000]
java.lang.Thread.State: TIMED_WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076c88ab58> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.parkNanos(LockSupport.java:215)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.awaitNanos(AbstractQueuedSynchronizer.java:2078)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:1093)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:809)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"RMI Scheduler(0)" #15 daemon prio=5 os_prio=31 tid=0x00007fc9de9ee000 nid=0x5503 waiting on condition [0x0000700005d83000]
java.lang.Thread.State: TIMED_WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x00000006c0015410> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.parkNanos(LockSupport.java:215)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.awaitNanos(AbstractQueuedSynchronizer.java:2078)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:1093)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:809)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"Attach Listener" #13 daemon prio=9 os_prio=31 tid=0x00007fc9df149800 nid=0x3c07 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"RMI TCP Accept-0" #11 daemon prio=5 os_prio=31 tid=0x00007fc9df100000 nid=0x4003 runnable [0x0000700005977000]
java.lang.Thread.State: RUNNABLE
at java.net.PlainSocketImpl.socketAccept(Native Method)
at java.net.AbstractPlainSocketImpl.accept(AbstractPlainSocketImpl.java:409)
at java.net.ServerSocket.implAccept(ServerSocket.java:545)
at java.net.ServerSocket.accept(ServerSocket.java:513)
at sun.management.jmxremote.LocalRMIServerSocketFactory$1.accept(LocalRMIServerSocketFactory.java:52)
at sun.rmi.transport.tcp.TCPTransport$AcceptLoop.executeAcceptLoop(TCPTransport.java:405)
at sun.rmi.transport.tcp.TCPTransport$AcceptLoop.run(TCPTransport.java:377)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"Service Thread" #9 daemon prio=9 os_prio=31 tid=0x00007fc9df0ce800 nid=0x4103 runnable [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"C1 CompilerThread2" #8 daemon prio=9 os_prio=31 tid=0x00007fc9df0ce000 nid=0x4203 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"C2 CompilerThread1" #7 daemon prio=9 os_prio=31 tid=0x00007fc9de0a3800 nid=0x3503 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"C2 CompilerThread0" #6 daemon prio=9 os_prio=31 tid=0x00007fc9de89b000 nid=0x3403 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"Monitor Ctrl-Break" #5 daemon prio=5 os_prio=31 tid=0x00007fc9df0ca000 nid=0x3303 runnable [0x0000700005468000]
java.lang.Thread.State: RUNNABLE
at java.net.SocketInputStream.socketRead0(Native Method)
at java.net.SocketInputStream.socketRead(SocketInputStream.java:116)
at java.net.SocketInputStream.read(SocketInputStream.java:171)
at java.net.SocketInputStream.read(SocketInputStream.java:141)
at sun.nio.cs.StreamDecoder.readBytes(StreamDecoder.java:284)
at sun.nio.cs.StreamDecoder.implRead(StreamDecoder.java:326)
at sun.nio.cs.StreamDecoder.read(StreamDecoder.java:178)
- locked <0x00000006c001b760> (a java.io.InputStreamReader)
at java.io.InputStreamReader.read(InputStreamReader.java:184)
at java.io.BufferedReader.fill(BufferedReader.java:161)
at java.io.BufferedReader.readLine(BufferedReader.java:324)
- locked <0x00000006c001b760> (a java.io.InputStreamReader)
at java.io.BufferedReader.readLine(BufferedReader.java:389)
at com.intellij.rt.execution.application.AppMainV2$1.run(AppMainV2.java:64)

Locked ownable synchronizers:
- None

"Signal Dispatcher" #4 daemon prio=9 os_prio=31 tid=0x00007fc9de824000 nid=0x4503 runnable [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"Finalizer" #3 daemon prio=8 os_prio=31 tid=0x00007fc9dd811800 nid=0x4f03 in Object.wait() [0x0000700005262000]
java.lang.Thread.State: WAITING (on object monitor)
at java.lang.Object.wait(Native Method)
- waiting on <0x00000006c0008348> (a java.lang.ref.ReferenceQueue$Lock)
at java.lang.ref.ReferenceQueue.remove(ReferenceQueue.java:144)
- locked <0x00000006c0008348> (a java.lang.ref.ReferenceQueue$Lock)
at java.lang.ref.ReferenceQueue.remove(ReferenceQueue.java:165)
at java.lang.ref.Finalizer$FinalizerThread.run(Finalizer.java:216)

Locked ownable synchronizers:
- None

"Reference Handler" #2 daemon prio=10 os_prio=31 tid=0x00007fc9de02a000 nid=0x5003 in Object.wait() [0x000070000515f000]
java.lang.Thread.State: WAITING (on object monitor)
at java.lang.Object.wait(Native Method)
- waiting on <0x00000006c001b940> (a java.lang.ref.Reference$Lock)
at java.lang.Object.wait(Object.java:502)
at java.lang.ref.Reference.tryHandlePending(Reference.java:191)
- locked <0x00000006c001b940> (a java.lang.ref.Reference$Lock)
at java.lang.ref.Reference$ReferenceHandler.run(Reference.java:153)

Locked ownable synchronizers:
- None

"VM Thread" os_prio=31 tid=0x00007fc9df00b800 nid=0x2c03 runnable

"GC task thread#0 (ParallelGC)" os_prio=31 tid=0x00007fc9de805000 nid=0x1e07 runnable

"GC task thread#1 (ParallelGC)" os_prio=31 tid=0x00007fc9de003800 nid=0x2a03 runnable

"GC task thread#2 (ParallelGC)" os_prio=31 tid=0x00007fc9df002000 nid=0x5403 runnable

"GC task thread#3 (ParallelGC)" os_prio=31 tid=0x00007fc9df002800 nid=0x5203 runnable

"VM Periodic Task Thread" os_prio=31 tid=0x00007fc9df11a800 nid=0x3a03 waiting on condition

JNI global references: 1087


Found one Java-level deadlock:
=============================
"mythread2":
waiting for ownable synchronizer 0x000000076f5d4330, (a java.util.concurrent.locks.ReentrantLock$NonfairSync),
which is held by "mythread1"
"mythread1":
waiting for ownable synchronizer 0x000000076f5d4360, (a java.util.concurrent.locks.ReentrantLock$NonfairSync),
which is held by "mythread2"

Java stack information for the threads listed above:
===================================================
"mythread2":
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4330> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$2.run(ThreadDumpDemoApplication.java:34)
"mythread1":
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4360> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$1.run(ThreadDumpDemoApplication.java:22)

Found 1 deadlock.

前面的信息其实上次就看过了,后面就可以发现有个死锁了,

上面比较长,把主要的截出来,就是这边的,这点就很强大了。

jmap

惯例还是看一下帮助信息

这个相对命令比较多,不过因为现在 dump 下来我们可能会用文件模式,然后将文件下载下来使用 mat 进行分析,所以可以使用
jmap -dump:live,format=b,file=heap.bin <pid>
命令照着上面看的就是打印活着的对象,然后以二进制格式,文件名叫 heap.bin 然后最后就是进程 id,打印出来以后可以用 mat 打开

这样就可以很清晰的看到应用里的各种信息,jmap 直接在命令中还可以看很多信息,比如使用jmap -histo <pid>打印对象的实例数和对象占用的内存

jmap -finalizerinfo <pid> 打印正在等候回收的对象

小tips

对于一些应用内存已经占满了,jstack 和 jmap 可能会连不上的情况,可以使用-F参数强制打印线程或者 dump 文件,但是要注意这两者使用的用户必须与 java 进程启动用户一致,并且使用的 jdk 也要一致

这周因为没有准备技术方面的内容加之之前有想分享下我和跑步的一些事情,我从小学开始就是个体育渣,因为体重大非常胖,小学的时候要做仰卧起坐,基本是一个都起不来,然后那时候跑步也是要我命那种,跟另外一个比较胖的同学在跑步队尾苟延残喘,只有立定跳远还行。

时光飞逝,我在初中高中的时候因为爱打篮球,以为自己体质已经有了质的变化,所以在体育课跑步的时候妄图跟一位体育非常好的同学一起跑,结果跟的快断气了,最终还是确认了自己是个体育渣,特别是到了大学的第一次体测跑一千米,跑完直接吐了,一则是大学太宅不运动,二则的确是底子不好。那么怎么会去跑步了呢,其实也没什么特殊的原因,就是工作以后因为运动得更少,体质差,而且越来越胖,所以就想运动下,加之跑步也是我觉得成本最低的运动了,刚好那时候17 年租的地方附近小区周围的路车不太多,一圈刚好一公里多,就觉得开始跑跑看,其实想想以前觉得一千米是非常远的,学校塑胶跑道才 400 米,一千米要两圈半,太难了,但是后来在这个小区周围跑的时候好像跑了一圈以后还能再跑一点,最后跑了两圈,可把自己牛坏了,我都能跑两千米了,哈哈,这是个什么概念呢,大学里最让我绝望的两项体育相关的内容就是一千米和十二分钟跑,一千米把我跑吐了,十二分钟跑及格五圈半也能让我跑完花一周时间恢复以及提前一周心理压力爆炸,虽然我那时候跑的不快,但是已经能跑两千米了,瞬间让自己自信心爆炸,并且跑完步出完汗的感觉是非常棒的,毕竟吃奶茶鸡排都能心安理得了,谁叫我跑步了呢😄,其实现在回去看,那时候跑得还算快的,因为还比较瘦,现在要跑得那么快心跳就太快了,关于心跳什么的后面说,开始建立起自信心之后,对跑步这件事就开始不那么排斥跟害怕了,毕竟我能跑两千米了,然后试试三公里,哇,也可以了呢,三公里是什么概念呢,我大学里跑过最多的一次是十二分钟跑五圈半还是六圈,也就是两公里多,不到三公里,几乎是生涯最长了,一时间产生了一些我可能是个被埋没的运动天才的错觉,其实细想下也能明白,只是速度足够慢了就能跑多一点,毕竟提测一千米是要跑进四分钟才及格,自己跑的时候一千米跑六分多钟已经算不慢了(对我自己来说),但是即使是这样还是对把跑步坚持下去这件事有了很大的正面激励作用,并且由于那时候上下班骑车,整个体重控制的比较理想,导致一时间误会跑步就能非常快的减肥(其实这是我跑步历程中比较大的误区之一),因为会在跑步前后称下体重,如果跑个五公里(后面可以跑五公里了),可能体重就能降 0.5 千克,但实际上这只是这五公里跑步身体流失的水分,喝杯水就回来了,那时候能控制体重主要是骑车跟跑步一起的作用,并且工作压力相对来讲比较小,没有过劳肥。

后面其实跑步慢慢变得一个比较习惯的运动了,从三公里,到五公里,到七公里,再到十公里,十公里差不多对我来说是个坎,一直还不能比较轻松的跑十公里,可能近一两年好了一些(原谅我只是跟自己比较,跟那些大神比差得不知道多远),其实对我来说每次都是个突破,因为其实与他人比较没有特别大意义,比较顶尖的差得太远,比较普通的也不行,都会打击自信心,比较比我差的就更没意义了,所以其实能挑战自己,能把自己的上限提高才是最有意义的,这也是我看着朋友圈里的一些大神的速度除了佩服赞叹之外没什么其他的惭愧或者说嫌弃自己的感觉(阿 Q 精神😄)。

一直感性地觉得,跑步能解压,跑完浑身汗,有种把身体的负能量都排出去的感觉,也把吃太多的罪恶感排解掉了🤦‍♂️,之前朋友有看一本书,书名差不多叫越跑越接近自己,这个也是我觉得挺准确的一句话,当跑到接近极限了,还想再继续再跑一点,再跑一点就能突破自己上一次的最远记录了,再跑一点就能又一次突破自己了,成人以后,毕业以后,进入社会以后,世事总是难以件件顺遂,磕磕绊绊的往前走,总觉得要崩溃了,但是还是得坚持,再熬一下,再拼一下,可能还是失败,但人生呢,运气好的人和事总是小概率的,唯有面对挫折,还是日拱一卒,来日方长,我们再坚持下,没准下一次,没准再跑一会,就能突破自己,达到新的境界。

另外个人后期对跑步的一些知识和理解也变得深入一些,比如伤膝盖,其实跑步的确伤膝盖,需要做一些准备和防护,最好的是适合自己的跑鞋和比较好的路(最好的是塑胶跑道了),也要注意热身跟跑后的拉伸(虽然我做的很差),还有就是注意心率,每个人有自己的适宜心率,我这就不冒充科普达人了,可以自行搜索关键字,先说到这吧~

broker 的启动形式有点类似于 NameServer,都是服务类型的,跟 Consumer 差别比较大,

首先是org.apache.rocketmq.broker.BrokerStartup中的 main 函数,org.apache.rocketmq.broker.BrokerStartup#createBrokerController基本就是读取参数,这里差点把最核心的初始化给漏了,

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final BrokerController controller = new BrokerController(
brokerConfig,
nettyServerConfig,
nettyClientConfig,
messageStoreConfig);
// remember all configs to prevent discard
controller.getConfiguration().registerConfig(properties);

boolean initResult = controller.initialize();

前面是以 broker 配置,netty 的服务端和客户端配置,以及消息存储配置在实例化 BrokerController,然后就是初始化了

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public boolean initialize() throws CloneNotSupportedException {
boolean result = this.topicConfigManager.load();

result = result && this.consumerOffsetManager.load();
result = result && this.subscriptionGroupManager.load();
result = result && this.consumerFilterManager.load();

前面这些就是各个配置的 load 了,然后是个我认为比较重要的部分messageStore 的实例化,

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if (result) {
try {
this.messageStore =
new DefaultMessageStore(this.messageStoreConfig, this.brokerStatsManager, this.messageArrivingListener,
this.brokerConfig);
if (messageStoreConfig.isEnableDLegerCommitLog()) {
DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
}
this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
//load plugin
MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
this.messageStore = MessageStoreFactory.build(context, this.messageStore);
this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));
} catch (IOException e) {
result = false;
log.error("Failed to initialize", e);
}
}

result = result && this.messageStore.load();

先是实例化,实例化构造函数里的代码比较重要,重点看一下

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public DefaultMessageStore(final MessageStoreConfig messageStoreConfig, final BrokerStatsManager brokerStatsManager,
final MessageArrivingListener messageArrivingListener, final BrokerConfig brokerConfig) throws IOException {
this.messageArrivingListener = messageArrivingListener;
this.brokerConfig = brokerConfig;
this.messageStoreConfig = messageStoreConfig;
this.brokerStatsManager = brokerStatsManager;
this.allocateMappedFileService = new AllocateMappedFileService(this);
if (messageStoreConfig.isEnableDLegerCommitLog()) {
this.commitLog = new DLedgerCommitLog(this);
} else {
this.commitLog = new CommitLog(this);
}
this.consumeQueueTable = new ConcurrentHashMap<>(32);

this.flushConsumeQueueService = new FlushConsumeQueueService();
this.cleanCommitLogService = new CleanCommitLogService();
this.cleanConsumeQueueService = new CleanConsumeQueueService();
this.storeStatsService = new StoreStatsService();
this.indexService = new IndexService(this);
if (!messageStoreConfig.isEnableDLegerCommitLog()) {
this.haService = new HAService(this);
} else {
this.haService = null;
}
this.reputMessageService = new ReputMessageService();

this.scheduleMessageService = new ScheduleMessageService(this);

this.transientStorePool = new TransientStorePool(messageStoreConfig);

if (messageStoreConfig.isTransientStorePoolEnable()) {
this.transientStorePool.init();
}

this.allocateMappedFileService.start();

this.indexService.start();

this.dispatcherList = new LinkedList<>();
this.dispatcherList.addLast(new CommitLogDispatcherBuildConsumeQueue());
this.dispatcherList.addLast(new CommitLogDispatcherBuildIndex());

File file = new File(StorePathConfigHelper.getLockFile(messageStoreConfig.getStorePathRootDir()));
MappedFile.ensureDirOK(file.getParent());
lockFile = new RandomAccessFile(file, "rw");
}

这里面有很多类,不过先把从构造函数里传进来的忽略下,接下来就是 AllocateMappedFileService 这个service,前面看过文章的可能会根据上面的代码猜到,这也是个 ServiceThread,如果是对RocketMQ 有所了解的可能从名字可以看出这个类是关于 RocketMQ 消息怎么落盘的,当需要创建MappedFile时(在MapedFileQueue.getLastMapedFile方法中),向该线程的requestQueue队列中放入AllocateRequest请求对象,该线程会在后台监听该队列,并在后台创建MapedFile对象,即同时创建了物理文件。然后是创建了 IndexService 服务线程,用来给创建索引;还有是FlushConsumeQueueService是将ConsumeQueue 刷入磁盘;CleanCommitLogService用来清理过期的 CommitLog,默认是 72 小时以上;CleanConsumeQueueService是将小于最新的 CommitLog 偏移量的 ConsumeQueue 清理掉;StoreStatsService是储存统计服务;HAService用于CommitLog 的主备同步;ScheduleMessageService用于定时消息;还有就是这个ReputMessageService非常重要,就是由它实现了将 CommitLog 以 topic+queue 纬度构建 ConsumeQueue,后面TransientStorePool是异步刷盘时的存储buffer,也可以从后面的判断中看出来

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public boolean isTransientStorePoolEnable() {
return transientStorePoolEnable && FlushDiskType.ASYNC_FLUSH == getFlushDiskType()
&& BrokerRole.SLAVE != getBrokerRole();
}

再然后就是启动两个服务线程,dispatcherList是为CommitLog文件转发请求,差不多这个初始化就这些内容。

然后回到外层,下面是主备切换的配置,然后是数据统计,接着是存储插件加载,然后是往转发器链表里再加一个过滤器

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if (messageStoreConfig.isEnableDLegerCommitLog()) {
DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
}
this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
//load plugin
MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
this.messageStore = MessageStoreFactory.build(context, this.messageStore);
this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));

接下来就是org.apache.rocketmq.store.MessageStore#load的过程了,

  1. 调用ScheduleMessageService.load方法,初始化延迟级别列表。将这些级别(”1s 5s 10s 30s 1m 2m 3m 4m 5m 6m 7m 8m 9m 10m 20m 30m 1h 2h”)的延时存入延迟级别delayLevelTable:ConcurrentHashMap<Integer /* level */, Long/* delay timeMillis */>变量中,例如1s的kv值为1:1000,5s的kv值为2:5000,key值依次类推;每个延迟级别即为一个队列。

2)调用CommitLog.load方法,在此方法中调用MapedFileQueue.load方法,将$HOME /store/commitlog目录下的所有文件加载到MapedFileQueue的List变量中;

3)调用DefaultMessageStore.loadConsumeQueue方法加载consumequeue文件数据到DefaultMessageStore.consumeQueueTable集合中。

初始化StoreCheckPoint对象,加载$HOME/store/checkpoint文件,该文件记录三个字段值,分别是物理队列消息时间戳、逻辑队列消息时间戳、索引队列消息时间戳。

调用IndexService.load方法加载$HOME/store/index目录下的文件。对该目录下的每个文件初始化一个IndexFile对象。然后调用IndexFile对象的load方法将IndexHeader加载到对象的变量中;再根据检查是否存在abort文件,若有存在abort文件,则表示Broker表示上次是异常退出的,则检查checkpoint的indexMsgTimestamp字段值是否小于IndexHeader的endTimestamp值,indexMsgTimestamp值表示最后刷盘的时间,若小于则表示在最后刷盘之后在该文件中还创建了索引,则要删除该Index文件,否则将该IndexFile对象放入indexFileList:ArrayList索引文件集合中。

然后调用org.apache.rocketmq.store.DefaultMessageStore#recover恢复,前面有根据boolean lastExitOK = !this.isTempFileExist();临时文件是否存在来判断上一次是否正常退出,根据这个状态来选择什么恢复策略

接下去是初始化 Netty 服务端,初始化发送消息线程池(sendMessageExecutor)、拉取消息线程池(pullMessageExecutor)、管理Broker线程池(adminBrokerExecutor)、客户端管理线程池(clientManageExecutor),注册事件处理器,包括发送消息事件处理器(SendMessageProcessor)、拉取消息事件处理器、查询消息事件处理器(QueryMessageProcessor,包括客户端的心跳事件、注销事件、获取消费者列表事件、更新更新和查询消费进度consumerOffset)、客户端管理事件处理器(ClientManageProcessor)、结束事务处理器(EndTransactionProcessor)、默认事件处理器(AdminBrokerProcessor),然后是定时任务

BrokerController.this.getBrokerStats().record(); 记录 Broker 状态

BrokerController.this.consumerOffsetManager.persist(); 持久化consumerOffset

BrokerController.this.consumerFilterManager.persist();持久化consumerFilter

BrokerController.this.protectBroker(); 保护 broker,消费慢,不让继续投递

BrokerController.this.printWaterMark(); 打印水位

log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes()); 检查落后程度

BrokerController.this.brokerOuterAPI.fetchNameServerAddr(); 定时获取 nameserver

BrokerController.this.printMasterAndSlaveDiff(); 打印主从不一致

然后是 tsl,初始化事务消息,初始化 RPCHook

请把害怕打到公屏上🤦‍♂️,从线程池名字和调用的方法应该可以看出大部分的用途

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this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.clientHousekeepingService);
NettyServerConfig fastConfig = (NettyServerConfig) this.nettyServerConfig.clone();
fastConfig.setListenPort(nettyServerConfig.getListenPort() - 2);
this.fastRemotingServer = new NettyRemotingServer(fastConfig, this.clientHousekeepingService);
this.sendMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getSendMessageThreadPoolNums(),
this.brokerConfig.getSendMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.sendThreadPoolQueue,
new ThreadFactoryImpl("SendMessageThread_"));

this.pullMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getPullMessageThreadPoolNums(),
this.brokerConfig.getPullMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.pullThreadPoolQueue,
new ThreadFactoryImpl("PullMessageThread_"));

this.replyMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.replyThreadPoolQueue,
new ThreadFactoryImpl("ProcessReplyMessageThread_"));

this.queryMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getQueryMessageThreadPoolNums(),
this.brokerConfig.getQueryMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.queryThreadPoolQueue,
new ThreadFactoryImpl("QueryMessageThread_"));

this.adminBrokerExecutor =
Executors.newFixedThreadPool(this.brokerConfig.getAdminBrokerThreadPoolNums(), new ThreadFactoryImpl(
"AdminBrokerThread_"));

this.clientManageExecutor = new ThreadPoolExecutor(
this.brokerConfig.getClientManageThreadPoolNums(),
this.brokerConfig.getClientManageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.clientManagerThreadPoolQueue,
new ThreadFactoryImpl("ClientManageThread_"));

this.heartbeatExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getHeartbeatThreadPoolNums(),
this.brokerConfig.getHeartbeatThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.heartbeatThreadPoolQueue,
new ThreadFactoryImpl("HeartbeatThread_", true));

this.endTransactionExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getEndTransactionThreadPoolNums(),
this.brokerConfig.getEndTransactionThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.endTransactionThreadPoolQueue,
new ThreadFactoryImpl("EndTransactionThread_"));

this.consumerManageExecutor =
Executors.newFixedThreadPool(this.brokerConfig.getConsumerManageThreadPoolNums(), new ThreadFactoryImpl(
"ConsumerManageThread_"));

this.registerProcessor();

final long initialDelay = UtilAll.computeNextMorningTimeMillis() - System.currentTimeMillis();
final long period = 1000 * 60 * 60 * 24;
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.getBrokerStats().record();
} catch (Throwable e) {
log.error("schedule record error.", e);
}
}
}, initialDelay, period, TimeUnit.MILLISECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.consumerOffsetManager.persist();
} catch (Throwable e) {
log.error("schedule persist consumerOffset error.", e);
}
}
}, 1000 * 10, this.brokerConfig.getFlushConsumerOffsetInterval(), TimeUnit.MILLISECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.consumerFilterManager.persist();
} catch (Throwable e) {
log.error("schedule persist consumer filter error.", e);
}
}
}, 1000 * 10, 1000 * 10, TimeUnit.MILLISECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.protectBroker();
} catch (Throwable e) {
log.error("protectBroker error.", e);
}
}
}, 3, 3, TimeUnit.MINUTES);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.printWaterMark();
} catch (Throwable e) {
log.error("printWaterMark error.", e);
}
}
}, 10, 1, TimeUnit.SECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
try {
log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes());
} catch (Throwable e) {
log.error("schedule dispatchBehindBytes error.", e);
}
}
}, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);

if (this.brokerConfig.getNamesrvAddr() != null) {
this.brokerOuterAPI.updateNameServerAddressList(this.brokerConfig.getNamesrvAddr());
log.info("Set user specified name server address: {}", this.brokerConfig.getNamesrvAddr());
} else if (this.brokerConfig.isFetchNamesrvAddrByAddressServer()) {
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
try {
BrokerController.this.brokerOuterAPI.fetchNameServerAddr();
} catch (Throwable e) {
log.error("ScheduledTask fetchNameServerAddr exception", e);
}
}
}, 1000 * 10, 1000 * 60 * 2, TimeUnit.MILLISECONDS);
}

if (!messageStoreConfig.isEnableDLegerCommitLog()) {
if (BrokerRole.SLAVE == this.messageStoreConfig.getBrokerRole()) {
if (this.messageStoreConfig.getHaMasterAddress() != null && this.messageStoreConfig.getHaMasterAddress().length() >= 6) {
this.messageStore.updateHaMasterAddress(this.messageStoreConfig.getHaMasterAddress());
this.updateMasterHAServerAddrPeriodically = false;
} else {
this.updateMasterHAServerAddrPeriodically = true;
}
} else {
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.printMasterAndSlaveDiff();
} catch (Throwable e) {
log.error("schedule printMasterAndSlaveDiff error.", e);
}
}
}, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);
}
}

if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
// Register a listener to reload SslContext
try {
fileWatchService = new FileWatchService(
new String[] {
TlsSystemConfig.tlsServerCertPath,
TlsSystemConfig.tlsServerKeyPath,
TlsSystemConfig.tlsServerTrustCertPath
},
new FileWatchService.Listener() {
boolean certChanged, keyChanged = false;

@Override
public void onChanged(String path) {
if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
log.info("The trust certificate changed, reload the ssl context");
reloadServerSslContext();
}
if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
certChanged = true;
}
if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
keyChanged = true;
}
if (certChanged && keyChanged) {
log.info("The certificate and private key changed, reload the ssl context");
certChanged = keyChanged = false;
reloadServerSslContext();
}
}

private void reloadServerSslContext() {
((NettyRemotingServer) remotingServer).loadSslContext();
((NettyRemotingServer) fastRemotingServer).loadSslContext();
}
});
} catch (Exception e) {
log.warn("FileWatchService created error, can't load the certificate dynamically");
}
}
initialTransaction();
initialAcl();
initialRpcHooks();
}
return result;

Broker 启动过程

贴代码

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public void start() throws Exception {
if (this.messageStore != null) {
this.messageStore.start();
}

if (this.remotingServer != null) {
this.remotingServer.start();
}

if (this.fastRemotingServer != null) {
this.fastRemotingServer.start();
}

if (this.fileWatchService != null) {
this.fileWatchService.start();
}

if (this.brokerOuterAPI != null) {
this.brokerOuterAPI.start();
}

if (this.pullRequestHoldService != null) {
this.pullRequestHoldService.start();
}

if (this.clientHousekeepingService != null) {
this.clientHousekeepingService.start();
}

if (this.filterServerManager != null) {
this.filterServerManager.start();
}

if (!messageStoreConfig.isEnableDLegerCommitLog()) {
startProcessorByHa(messageStoreConfig.getBrokerRole());
handleSlaveSynchronize(messageStoreConfig.getBrokerRole());
this.registerBrokerAll(true, false, true);
}

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
try {
BrokerController.this.registerBrokerAll(true, false, brokerConfig.isForceRegister());
} catch (Throwable e) {
log.error("registerBrokerAll Exception", e);
}
}
}, 1000 * 10, Math.max(10000, Math.min(brokerConfig.getRegisterNameServerPeriod(), 60000)), TimeUnit.MILLISECONDS);

if (this.brokerStatsManager != null) {
this.brokerStatsManager.start();
}

if (this.brokerFastFailure != null) {
this.brokerFastFailure.start();
}


}

首先是启动messageStore,调用 start 方法,这里面又调用了一些代码

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public void start() throws Exception {

lock = lockFile.getChannel().tryLock(0, 1, false);
if (lock == null || lock.isShared() || !lock.isValid()) {
throw new RuntimeException("Lock failed,MQ already started");
}

lockFile.getChannel().write(ByteBuffer.wrap("lock".getBytes()));
lockFile.getChannel().force(true);
{
/**
* 1. Make sure the fast-forward messages to be truncated during the recovering according to the max physical offset of the commitlog;
* 2. DLedger committedPos may be missing, so the maxPhysicalPosInLogicQueue maybe bigger that maxOffset returned by DLedgerCommitLog, just let it go;
* 3. Calculate the reput offset according to the consume queue;
* 4. Make sure the fall-behind messages to be dispatched before starting the commitlog, especially when the broker role are automatically changed.
*/
long maxPhysicalPosInLogicQueue = commitLog.getMinOffset();
for (ConcurrentMap<Integer, ConsumeQueue> maps : this.consumeQueueTable.values()) {
for (ConsumeQueue logic : maps.values()) {
if (logic.getMaxPhysicOffset() > maxPhysicalPosInLogicQueue) {
maxPhysicalPosInLogicQueue = logic.getMaxPhysicOffset();
}
}
}
if (maxPhysicalPosInLogicQueue < 0) {
maxPhysicalPosInLogicQueue = 0;
}
if (maxPhysicalPosInLogicQueue < this.commitLog.getMinOffset()) {
maxPhysicalPosInLogicQueue = this.commitLog.getMinOffset();
/**
* This happens in following conditions:
* 1. If someone removes all the consumequeue files or the disk get damaged.
* 2. Launch a new broker, and copy the commitlog from other brokers.
*
* All the conditions has the same in common that the maxPhysicalPosInLogicQueue should be 0.
* If the maxPhysicalPosInLogicQueue is gt 0, there maybe something wrong.
*/
log.warn("[TooSmallCqOffset] maxPhysicalPosInLogicQueue={} clMinOffset={}", maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset());
}
log.info("[SetReputOffset] maxPhysicalPosInLogicQueue={} clMinOffset={} clMaxOffset={} clConfirmedOffset={}",
maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset(), this.commitLog.getMaxOffset(), this.commitLog.getConfirmOffset());
this.reputMessageService.setReputFromOffset(maxPhysicalPosInLogicQueue);
this.reputMessageService.start();

/**
* 1. Finish dispatching the messages fall behind, then to start other services.
* 2. DLedger committedPos may be missing, so here just require dispatchBehindBytes <= 0
*/
while (true) {
if (dispatchBehindBytes() <= 0) {
break;
}
Thread.sleep(1000);
log.info("Try to finish doing reput the messages fall behind during the starting, reputOffset={} maxOffset={} behind={}", this.reputMessageService.getReputFromOffset(), this.getMaxPhyOffset(), this.dispatchBehindBytes());
}
this.recoverTopicQueueTable();
}

if (!messageStoreConfig.isEnableDLegerCommitLog()) {
this.haService.start();
this.handleScheduleMessageService(messageStoreConfig.getBrokerRole());
}

this.flushConsumeQueueService.start();
this.commitLog.start();
this.storeStatsService.start();

this.createTempFile();
this.addScheduleTask();
this.shutdown = false;
}

调用DefaultMessageStore.start方法启动DefaultMessageStore对象中的一些服务线程。

  1. 启动ReputMessageService服务线程
  2. 启动FlushConsumeQueueService服务线程;
  3. 调用CommitLog.start方法,启动CommitLog对象中的FlushCommitLogService线程服务,若是同步刷盘(SYNC_FLUSH)则是启动GroupCommitService线程服务;若是异步刷盘(ASYNC_FLUSH)则是启动FlushRealTimeService线程服务;
  4. 启动StoreStatsService线程服务;
  5. 启动定时清理任务

然后是启动ClientHousekeepingService的 netty 服务端和客户端,然后是启动fileWatchService证书服务,接着启动BrokerOuterAPI中的NettyRemotingClient,即建立与NameServer的链接,用于自身Broker与其他模块的RPC功能调用;包括获取NameServer的地址、注册Broker、注销Broker、获取Topic配置、获取消息进度信息、获取订阅关系等RPC功能,然后是PullRequestHoldService服务线程,这个就是实现长轮询的,然后启动管家ClientHousekeepingService服务,负责扫描不活跃的生产者,消费者和 filter,启动FilterServerManager 过滤器服务管理,然后启动定时任务调用org.apache.rocketmq.broker.BrokerController#registerBrokerAll向所有 nameserver 注册 broker,最后是按需开启org.apache.rocketmq.store.stats.BrokerStatsManager和org.apache.rocketmq.broker.latency.BrokerFastFailure,基本上启动过程就完成了

很快2020 年就过了一半了,而且是今年这么特殊的一年,很多事情都发生的出乎意料,疫情这个绕不过去的话题,之前写了点比较愤青的文字,感觉不太适合发出来就烂在草稿箱里吧,这个目前一大影响估计是今年都没办法完全摘下口罩了,前面几个月来回杭州都开车,因为彭埠大桥不通行了,实在是非常不方便,每条路都灰常堵,心累,吐槽下杭州的交通规划和交警同志,工作实在做的不咋地。

另外一件是就是蜗壳,从前不知道黝黑蜗壳是啥意思,只是经常会在他的视频里看到,大学的时候在缘网下了一个集锦,炒鸡帅气,各种空接扣篮,越来越能明白那句“你永远不知道意外和明天不知道哪个会先来,且行且珍惜”的含义,只是听了很多道理,依然活不好这一生,知易行难,王阳明真的是这方面的大师,有空可以看看这方面的书,一直想写写我跟篮球跟蜗壳的这十几年,争取能早日写好吧,不过得找个静得下来的时候写。

正事方面上半年还是挺让人失望的,没有达成一些目标,应该还是能力不足吧,技术方面分析一下还是停留在看的表面层,有些实操的,或者结合业务场景的能力不太行,算是在坚持写写 blog,主要是被这个每周一篇的目标推着走,有时会比较焦虑,内容产出也还比较差,希望能在后面有些改善,可能会降低频率,只是觉得降低了也不一定能有比较好的提升,无法战胜自己的惰性,所以暂时还是坚持下这个目标吧,还有就是 coding 能力,有时候也应该刷刷题,提升思维敏捷度,大脑用太少可能生锈了,况且本来就不是很有优势,虽然失望也只能继续努力吧,日拱一卒,来日方长,加油吧~😔

还有就是跑步减肥了,截止今天,上半年跑了 136 公里了,因为疫情影响,农历年后是从 4 月 17 号开始跑的,去年跑到了 300 公里,奖励自己了一个手表(真的挺后悔的,还不如 200 块买个手表),今年希望可以能在这个基础上再进一步,一直跟领导说,跑步算是我坚持下来的唯一一个好习惯了,618 买了个跑步机,周末回家了可以不受天气影响的多跑跑,不过如果天气好可能还是会出去跑跑,跑步机跑道多少还是有点拘束,只是感觉可能是我还是吃得太多了🤦‍♂️,效果不是很明显,还在 80 这个坎徘徊,等于浪费了大半年,可能是年初的项目太费心力,压力比较大,吃得更多,是不是可以算工伤😄,这方面也需要好好调整,可以放得开一点,虽然不太可能一下子到位,但是总要去努力下,随着年龄成长总要承担更多,也要看得开一点,没法事事如愿,尽力就好了,减肥这个事情还在结合一些俯卧撑啥的,希望也能坚持下去,加油吧,不知道原话怎么说的,意思是人类最大的勇敢就是看透了人世间的苦难,仍然热爱生活。我当然没可能让内心变得这么强大,试着去努力吧,奥力给!

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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

用了比较久的 grep 命令,其实都只是用了最最基本的功能来查日志,

譬如

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grep 'xxx' xxxx.log

然后有挺多情况比如想要找日志里带一些符号什么的,就需要用到一些特殊的

比如这样\"userId\":\"123456\",因为比如用户 ID 有时候会跟其他的 id 一样,只用具体的值 123456 来查的话干扰信息太多了,如果直接这样

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grep '\"userId\":\"123456\"' xxxx.log

好像不行,盲猜就是符号的问题,特别是\"这两个,

之前一直是想试一下,但是没成功,昨天在排查一个问题的时候发现了,只要把这些都转义了就行了

grep '\\\"userId\\\":\\\"123456\\\"' xxxx.log

原谅我的标题党,其实这些工具的确很厉害,之前其实介绍过一点相关的,是从我一次问题排查的过程中用到的,但是最近又有碰到一次排查问题,发现其实用 idea 直接 dump thread 是不现实的,毕竟服务器环境的没法这么操作,那就得用 Java 的那些工具了

jstack & jps

譬如 jstack,这个命令其实不能更简单了
看看 help 信息

-l参数可以打出锁的额外信息,然后后面的 pid 就是进程 id 咯,机智的小伙伴会问了(就你这个小白才问这么蠢的问题🤦‍♂️),怎么看 Java 应用的进程呢
那就是 jps 了,命令也很简单,一般直接用 jps命令就好了,不过也可以 help 看一下

稍微解释下,-q是只显示进程 id,-m是输出给main 方法的参数,比如我在配置中加给参数

然后用 jps -m查看

-v加上小 v 的话就是打印 jvm 参数

还是有点东西,然后就继续介绍 jstack 了,然后我们看看 jstack 出来是啥,为了加点内容我加了个死锁

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public static void main(String[] args) throws InterruptedException {
SpringApplication.run(ThreadDumpDemoApplication.class, args);
ReentrantLock lock1 = new ReentrantLock();
ReentrantLock lock2 = new ReentrantLock();
Thread t1 = new Thread() {
@Override
public void run() {
try {
lock1.lock();
TimeUnit.SECONDS.sleep(1);
lock2.lock();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
};
Thread t2 = new Thread() {
@Override
public void run() {
try {
lock2.lock();
TimeUnit.SECONDS.sleep(1);
lock1.lock();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
};
t1.setName("mythread1");
t2.setName("mythread2");
t1.start();
t2.start();
Thread.sleep(10000);
}

然后看看出来时怎么样的

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2020-08-02 21:50:32
Full thread dump Java HotSpot(TM) 64-Bit Server VM (25.201-b09 mixed mode):

"DestroyJavaVM" #147 prio=5 os_prio=31 tid=0x00007fc9dd807000 nid=0x2603 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"mythread2" #140 prio=5 os_prio=31 tid=0x00007fc9dd877000 nid=0x9903 waiting on condition [0x0000700006fb9000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4330> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$2.run(ThreadDumpDemoApplication.java:34)

Locked ownable synchronizers:
- <0x000000076f5d4360> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)

"mythread1" #139 prio=5 os_prio=31 tid=0x00007fc9de873800 nid=0x9a03 waiting on condition [0x0000700006eb6000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4360> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$1.run(ThreadDumpDemoApplication.java:22)

Locked ownable synchronizers:
- <0x000000076f5d4330> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)

"http-nio-8080-Acceptor" #137 daemon prio=5 os_prio=31 tid=0x00007fc9de1ac000 nid=0x9b03 runnable [0x0000700006db3000]
java.lang.Thread.State: RUNNABLE
at sun.nio.ch.ServerSocketChannelImpl.accept0(Native Method)
at sun.nio.ch.ServerSocketChannelImpl.accept(ServerSocketChannelImpl.java:422)
at sun.nio.ch.ServerSocketChannelImpl.accept(ServerSocketChannelImpl.java:250)
- locked <0x000000076f1e4820> (a java.lang.Object)
at org.apache.tomcat.util.net.NioEndpoint.serverSocketAccept(NioEndpoint.java:469)
at org.apache.tomcat.util.net.NioEndpoint.serverSocketAccept(NioEndpoint.java:71)
at org.apache.tomcat.util.net.Acceptor.run(Acceptor.java:95)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-ClientPoller" #136 daemon prio=5 os_prio=31 tid=0x00007fc9dd876800 nid=0x6503 runnable [0x0000700006cb0000]
java.lang.Thread.State: RUNNABLE
at sun.nio.ch.KQueueArrayWrapper.kevent0(Native Method)
at sun.nio.ch.KQueueArrayWrapper.poll(KQueueArrayWrapper.java:198)
at sun.nio.ch.KQueueSelectorImpl.doSelect(KQueueSelectorImpl.java:117)
at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:86)
- locked <0x000000076f2978c8> (a sun.nio.ch.Util$3)
- locked <0x000000076f2978b8> (a java.util.Collections$UnmodifiableSet)
- locked <0x000000076f297798> (a sun.nio.ch.KQueueSelectorImpl)
at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:97)
at org.apache.tomcat.util.net.NioEndpoint$Poller.run(NioEndpoint.java:709)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-10" #135 daemon prio=5 os_prio=31 tid=0x00007fc9de1af000 nid=0x9d03 waiting on condition [0x0000700006bad000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-9" #134 daemon prio=5 os_prio=31 tid=0x00007fc9de1ab800 nid=0x6403 waiting on condition [0x0000700006aaa000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-8" #133 daemon prio=5 os_prio=31 tid=0x00007fc9de873000 nid=0x9f03 waiting on condition [0x00007000069a7000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-7" #132 daemon prio=5 os_prio=31 tid=0x00007fc9df0a1800 nid=0xa103 waiting on condition [0x00007000068a4000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-6" #131 daemon prio=5 os_prio=31 tid=0x00007fc9df242800 nid=0x6103 waiting on condition [0x00007000067a1000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-5" #130 daemon prio=5 os_prio=31 tid=0x00007fc9de872000 nid=0x5f03 waiting on condition [0x000070000669e000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-4" #129 daemon prio=5 os_prio=31 tid=0x00007fc9de1a6000 nid=0x5e03 waiting on condition [0x000070000659b000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-3" #128 daemon prio=5 os_prio=31 tid=0x00007fc9de871800 nid=0x5c03 waiting on condition [0x0000700006498000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-2" #127 daemon prio=5 os_prio=31 tid=0x00007fc9dead9000 nid=0x5b03 waiting on condition [0x0000700006395000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-exec-1" #126 daemon prio=5 os_prio=31 tid=0x00007fc9ddb00000 nid=0x5a03 waiting on condition [0x0000700006292000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f26aa00> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:107)
at org.apache.tomcat.util.threads.TaskQueue.take(TaskQueue.java:33)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"http-nio-8080-BlockPoller" #125 daemon prio=5 os_prio=31 tid=0x00007fc9df242000 nid=0xa503 runnable [0x000070000618f000]
java.lang.Thread.State: RUNNABLE
at sun.nio.ch.KQueueArrayWrapper.kevent0(Native Method)
at sun.nio.ch.KQueueArrayWrapper.poll(KQueueArrayWrapper.java:198)
at sun.nio.ch.KQueueSelectorImpl.doSelect(KQueueSelectorImpl.java:117)
at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:86)
- locked <0x000000076f1eea30> (a sun.nio.ch.Util$3)
- locked <0x000000076f1ee198> (a java.util.Collections$UnmodifiableSet)
- locked <0x000000076f1ee010> (a sun.nio.ch.KQueueSelectorImpl)
at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:97)
at org.apache.tomcat.util.net.NioBlockingSelector$BlockPoller.run(NioBlockingSelector.java:313)

Locked ownable synchronizers:
- None

"container-0" #124 prio=5 os_prio=31 tid=0x00007fc9df06a000 nid=0x5803 waiting on condition [0x000070000608c000]
java.lang.Thread.State: TIMED_WAITING (sleeping)
at java.lang.Thread.sleep(Native Method)
at org.apache.catalina.core.StandardServer.await(StandardServer.java:570)
at org.springframework.boot.web.embedded.tomcat.TomcatWebServer$1.run(TomcatWebServer.java:197)

Locked ownable synchronizers:
- None

"Catalina-utility-2" #123 prio=1 os_prio=31 tid=0x00007fc9de886000 nid=0xa80f waiting on condition [0x0000700005f89000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076c88ab58> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:1088)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:809)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"Catalina-utility-1" #122 prio=1 os_prio=31 tid=0x00007fc9de884000 nid=0x5667 waiting on condition [0x0000700005e86000]
java.lang.Thread.State: TIMED_WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076c88ab58> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.parkNanos(LockSupport.java:215)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.awaitNanos(AbstractQueuedSynchronizer.java:2078)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:1093)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:809)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"RMI Scheduler(0)" #15 daemon prio=5 os_prio=31 tid=0x00007fc9de9ee000 nid=0x5503 waiting on condition [0x0000700005d83000]
java.lang.Thread.State: TIMED_WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x00000006c0015410> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
at java.util.concurrent.locks.LockSupport.parkNanos(LockSupport.java:215)
at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.awaitNanos(AbstractQueuedSynchronizer.java:2078)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:1093)
at java.util.concurrent.ScheduledThreadPoolExecutor$DelayedWorkQueue.take(ScheduledThreadPoolExecutor.java:809)
at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"Attach Listener" #13 daemon prio=9 os_prio=31 tid=0x00007fc9df149800 nid=0x3c07 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"RMI TCP Accept-0" #11 daemon prio=5 os_prio=31 tid=0x00007fc9df100000 nid=0x4003 runnable [0x0000700005977000]
java.lang.Thread.State: RUNNABLE
at java.net.PlainSocketImpl.socketAccept(Native Method)
at java.net.AbstractPlainSocketImpl.accept(AbstractPlainSocketImpl.java:409)
at java.net.ServerSocket.implAccept(ServerSocket.java:545)
at java.net.ServerSocket.accept(ServerSocket.java:513)
at sun.management.jmxremote.LocalRMIServerSocketFactory$1.accept(LocalRMIServerSocketFactory.java:52)
at sun.rmi.transport.tcp.TCPTransport$AcceptLoop.executeAcceptLoop(TCPTransport.java:405)
at sun.rmi.transport.tcp.TCPTransport$AcceptLoop.run(TCPTransport.java:377)
at java.lang.Thread.run(Thread.java:748)

Locked ownable synchronizers:
- None

"Service Thread" #9 daemon prio=9 os_prio=31 tid=0x00007fc9df0ce800 nid=0x4103 runnable [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"C1 CompilerThread2" #8 daemon prio=9 os_prio=31 tid=0x00007fc9df0ce000 nid=0x4203 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"C2 CompilerThread1" #7 daemon prio=9 os_prio=31 tid=0x00007fc9de0a3800 nid=0x3503 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"C2 CompilerThread0" #6 daemon prio=9 os_prio=31 tid=0x00007fc9de89b000 nid=0x3403 waiting on condition [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"Monitor Ctrl-Break" #5 daemon prio=5 os_prio=31 tid=0x00007fc9df0ca000 nid=0x3303 runnable [0x0000700005468000]
java.lang.Thread.State: RUNNABLE
at java.net.SocketInputStream.socketRead0(Native Method)
at java.net.SocketInputStream.socketRead(SocketInputStream.java:116)
at java.net.SocketInputStream.read(SocketInputStream.java:171)
at java.net.SocketInputStream.read(SocketInputStream.java:141)
at sun.nio.cs.StreamDecoder.readBytes(StreamDecoder.java:284)
at sun.nio.cs.StreamDecoder.implRead(StreamDecoder.java:326)
at sun.nio.cs.StreamDecoder.read(StreamDecoder.java:178)
- locked <0x00000006c001b760> (a java.io.InputStreamReader)
at java.io.InputStreamReader.read(InputStreamReader.java:184)
at java.io.BufferedReader.fill(BufferedReader.java:161)
at java.io.BufferedReader.readLine(BufferedReader.java:324)
- locked <0x00000006c001b760> (a java.io.InputStreamReader)
at java.io.BufferedReader.readLine(BufferedReader.java:389)
at com.intellij.rt.execution.application.AppMainV2$1.run(AppMainV2.java:64)

Locked ownable synchronizers:
- None

"Signal Dispatcher" #4 daemon prio=9 os_prio=31 tid=0x00007fc9de824000 nid=0x4503 runnable [0x0000000000000000]
java.lang.Thread.State: RUNNABLE

Locked ownable synchronizers:
- None

"Finalizer" #3 daemon prio=8 os_prio=31 tid=0x00007fc9dd811800 nid=0x4f03 in Object.wait() [0x0000700005262000]
java.lang.Thread.State: WAITING (on object monitor)
at java.lang.Object.wait(Native Method)
- waiting on <0x00000006c0008348> (a java.lang.ref.ReferenceQueue$Lock)
at java.lang.ref.ReferenceQueue.remove(ReferenceQueue.java:144)
- locked <0x00000006c0008348> (a java.lang.ref.ReferenceQueue$Lock)
at java.lang.ref.ReferenceQueue.remove(ReferenceQueue.java:165)
at java.lang.ref.Finalizer$FinalizerThread.run(Finalizer.java:216)

Locked ownable synchronizers:
- None

"Reference Handler" #2 daemon prio=10 os_prio=31 tid=0x00007fc9de02a000 nid=0x5003 in Object.wait() [0x000070000515f000]
java.lang.Thread.State: WAITING (on object monitor)
at java.lang.Object.wait(Native Method)
- waiting on <0x00000006c001b940> (a java.lang.ref.Reference$Lock)
at java.lang.Object.wait(Object.java:502)
at java.lang.ref.Reference.tryHandlePending(Reference.java:191)
- locked <0x00000006c001b940> (a java.lang.ref.Reference$Lock)
at java.lang.ref.Reference$ReferenceHandler.run(Reference.java:153)

Locked ownable synchronizers:
- None

"VM Thread" os_prio=31 tid=0x00007fc9df00b800 nid=0x2c03 runnable

"GC task thread#0 (ParallelGC)" os_prio=31 tid=0x00007fc9de805000 nid=0x1e07 runnable

"GC task thread#1 (ParallelGC)" os_prio=31 tid=0x00007fc9de003800 nid=0x2a03 runnable

"GC task thread#2 (ParallelGC)" os_prio=31 tid=0x00007fc9df002000 nid=0x5403 runnable

"GC task thread#3 (ParallelGC)" os_prio=31 tid=0x00007fc9df002800 nid=0x5203 runnable

"VM Periodic Task Thread" os_prio=31 tid=0x00007fc9df11a800 nid=0x3a03 waiting on condition

JNI global references: 1087


Found one Java-level deadlock:
=============================
"mythread2":
waiting for ownable synchronizer 0x000000076f5d4330, (a java.util.concurrent.locks.ReentrantLock$NonfairSync),
which is held by "mythread1"
"mythread1":
waiting for ownable synchronizer 0x000000076f5d4360, (a java.util.concurrent.locks.ReentrantLock$NonfairSync),
which is held by "mythread2"

Java stack information for the threads listed above:
===================================================
"mythread2":
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4330> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$2.run(ThreadDumpDemoApplication.java:34)
"mythread1":
at sun.misc.Unsafe.park(Native Method)
- parking to wait for <0x000000076f5d4360> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at com.nicksxs.thread_dump_demo.ThreadDumpDemoApplication$1.run(ThreadDumpDemoApplication.java:22)

Found 1 deadlock.

前面的信息其实上次就看过了,后面就可以发现有个死锁了,

上面比较长,把主要的截出来,就是这边的,这点就很强大了。

jmap

惯例还是看一下帮助信息

这个相对命令比较多,不过因为现在 dump 下来我们可能会用文件模式,然后将文件下载下来使用 mat 进行分析,所以可以使用
jmap -dump:live,format=b,file=heap.bin <pid>
命令照着上面看的就是打印活着的对象,然后以二进制格式,文件名叫 heap.bin 然后最后就是进程 id,打印出来以后可以用 mat 打开

这样就可以很清晰的看到应用里的各种信息,jmap 直接在命令中还可以看很多信息,比如使用jmap -histo <pid>打印对象的实例数和对象占用的内存

jmap -finalizerinfo <pid> 打印正在等候回收的对象

小tips

对于一些应用内存已经占满了,jstack 和 jmap 可能会连不上的情况,可以使用-F参数强制打印线程或者 dump 文件,但是要注意这两者使用的用户必须与 java 进程启动用户一致,并且使用的 jdk 也要一致

这周因为没有准备技术方面的内容加之之前有想分享下我和跑步的一些事情,我从小学开始就是个体育渣,因为体重大非常胖,小学的时候要做仰卧起坐,基本是一个都起不来,然后那时候跑步也是要我命那种,跟另外一个比较胖的同学在跑步队尾苟延残喘,只有立定跳远还行。

时光飞逝,我在初中高中的时候因为爱打篮球,以为自己体质已经有了质的变化,所以在体育课跑步的时候妄图跟一位体育非常好的同学一起跑,结果跟的快断气了,最终还是确认了自己是个体育渣,特别是到了大学的第一次体测跑一千米,跑完直接吐了,一则是大学太宅不运动,二则的确是底子不好。那么怎么会去跑步了呢,其实也没什么特殊的原因,就是工作以后因为运动得更少,体质差,而且越来越胖,所以就想运动下,加之跑步也是我觉得成本最低的运动了,刚好那时候17 年租的地方附近小区周围的路车不太多,一圈刚好一公里多,就觉得开始跑跑看,其实想想以前觉得一千米是非常远的,学校塑胶跑道才 400 米,一千米要两圈半,太难了,但是后来在这个小区周围跑的时候好像跑了一圈以后还能再跑一点,最后跑了两圈,可把自己牛坏了,我都能跑两千米了,哈哈,这是个什么概念呢,大学里最让我绝望的两项体育相关的内容就是一千米和十二分钟跑,一千米把我跑吐了,十二分钟跑及格五圈半也能让我跑完花一周时间恢复以及提前一周心理压力爆炸,虽然我那时候跑的不快,但是已经能跑两千米了,瞬间让自己自信心爆炸,并且跑完步出完汗的感觉是非常棒的,毕竟吃奶茶鸡排都能心安理得了,谁叫我跑步了呢😄,其实现在回去看,那时候跑得还算快的,因为还比较瘦,现在要跑得那么快心跳就太快了,关于心跳什么的后面说,开始建立起自信心之后,对跑步这件事就开始不那么排斥跟害怕了,毕竟我能跑两千米了,然后试试三公里,哇,也可以了呢,三公里是什么概念呢,我大学里跑过最多的一次是十二分钟跑五圈半还是六圈,也就是两公里多,不到三公里,几乎是生涯最长了,一时间产生了一些我可能是个被埋没的运动天才的错觉,其实细想下也能明白,只是速度足够慢了就能跑多一点,毕竟提测一千米是要跑进四分钟才及格,自己跑的时候一千米跑六分多钟已经算不慢了(对我自己来说),但是即使是这样还是对把跑步坚持下去这件事有了很大的正面激励作用,并且由于那时候上下班骑车,整个体重控制的比较理想,导致一时间误会跑步就能非常快的减肥(其实这是我跑步历程中比较大的误区之一),因为会在跑步前后称下体重,如果跑个五公里(后面可以跑五公里了),可能体重就能降 0.5 千克,但实际上这只是这五公里跑步身体流失的水分,喝杯水就回来了,那时候能控制体重主要是骑车跟跑步一起的作用,并且工作压力相对来讲比较小,没有过劳肥。

后面其实跑步慢慢变得一个比较习惯的运动了,从三公里,到五公里,到七公里,再到十公里,十公里差不多对我来说是个坎,一直还不能比较轻松的跑十公里,可能近一两年好了一些(原谅我只是跟自己比较,跟那些大神比差得不知道多远),其实对我来说每次都是个突破,因为其实与他人比较没有特别大意义,比较顶尖的差得太远,比较普通的也不行,都会打击自信心,比较比我差的就更没意义了,所以其实能挑战自己,能把自己的上限提高才是最有意义的,这也是我看着朋友圈里的一些大神的速度除了佩服赞叹之外没什么其他的惭愧或者说嫌弃自己的感觉(阿 Q 精神😄)。

一直感性地觉得,跑步能解压,跑完浑身汗,有种把身体的负能量都排出去的感觉,也把吃太多的罪恶感排解掉了🤦‍♂️,之前朋友有看一本书,书名差不多叫越跑越接近自己,这个也是我觉得挺准确的一句话,当跑到接近极限了,还想再继续再跑一点,再跑一点就能突破自己上一次的最远记录了,再跑一点就能又一次突破自己了,成人以后,毕业以后,进入社会以后,世事总是难以件件顺遂,磕磕绊绊的往前走,总觉得要崩溃了,但是还是得坚持,再熬一下,再拼一下,可能还是失败,但人生呢,运气好的人和事总是小概率的,唯有面对挫折,还是日拱一卒,来日方长,我们再坚持下,没准下一次,没准再跑一会,就能突破自己,达到新的境界。

另外个人后期对跑步的一些知识和理解也变得深入一些,比如伤膝盖,其实跑步的确伤膝盖,需要做一些准备和防护,最好的是适合自己的跑鞋和比较好的路(最好的是塑胶跑道了),也要注意热身跟跑后的拉伸(虽然我做的很差),还有就是注意心率,每个人有自己的适宜心率,我这就不冒充科普达人了,可以自行搜索关键字,先说到这吧~

broker 的启动形式有点类似于 NameServer,都是服务类型的,跟 Consumer 差别比较大,

首先是org.apache.rocketmq.broker.BrokerStartup中的 main 函数,org.apache.rocketmq.broker.BrokerStartup#createBrokerController基本就是读取参数,这里差点把最核心的初始化给漏了,

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final BrokerController controller = new BrokerController(
brokerConfig,
nettyServerConfig,
nettyClientConfig,
messageStoreConfig);
// remember all configs to prevent discard
controller.getConfiguration().registerConfig(properties);

boolean initResult = controller.initialize();

前面是以 broker 配置,netty 的服务端和客户端配置,以及消息存储配置在实例化 BrokerController,然后就是初始化了

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public boolean initialize() throws CloneNotSupportedException {
boolean result = this.topicConfigManager.load();

result = result && this.consumerOffsetManager.load();
result = result && this.subscriptionGroupManager.load();
result = result && this.consumerFilterManager.load();

前面这些就是各个配置的 load 了,然后是个我认为比较重要的部分messageStore 的实例化,

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if (result) {
try {
this.messageStore =
new DefaultMessageStore(this.messageStoreConfig, this.brokerStatsManager, this.messageArrivingListener,
this.brokerConfig);
if (messageStoreConfig.isEnableDLegerCommitLog()) {
DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
}
this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
//load plugin
MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
this.messageStore = MessageStoreFactory.build(context, this.messageStore);
this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));
} catch (IOException e) {
result = false;
log.error("Failed to initialize", e);
}
}

result = result && this.messageStore.load();

先是实例化,实例化构造函数里的代码比较重要,重点看一下

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public DefaultMessageStore(final MessageStoreConfig messageStoreConfig, final BrokerStatsManager brokerStatsManager,
final MessageArrivingListener messageArrivingListener, final BrokerConfig brokerConfig) throws IOException {
this.messageArrivingListener = messageArrivingListener;
this.brokerConfig = brokerConfig;
this.messageStoreConfig = messageStoreConfig;
this.brokerStatsManager = brokerStatsManager;
this.allocateMappedFileService = new AllocateMappedFileService(this);
if (messageStoreConfig.isEnableDLegerCommitLog()) {
this.commitLog = new DLedgerCommitLog(this);
} else {
this.commitLog = new CommitLog(this);
}
this.consumeQueueTable = new ConcurrentHashMap<>(32);

this.flushConsumeQueueService = new FlushConsumeQueueService();
this.cleanCommitLogService = new CleanCommitLogService();
this.cleanConsumeQueueService = new CleanConsumeQueueService();
this.storeStatsService = new StoreStatsService();
this.indexService = new IndexService(this);
if (!messageStoreConfig.isEnableDLegerCommitLog()) {
this.haService = new HAService(this);
} else {
this.haService = null;
}
this.reputMessageService = new ReputMessageService();

this.scheduleMessageService = new ScheduleMessageService(this);

this.transientStorePool = new TransientStorePool(messageStoreConfig);

if (messageStoreConfig.isTransientStorePoolEnable()) {
this.transientStorePool.init();
}

this.allocateMappedFileService.start();

this.indexService.start();

this.dispatcherList = new LinkedList<>();
this.dispatcherList.addLast(new CommitLogDispatcherBuildConsumeQueue());
this.dispatcherList.addLast(new CommitLogDispatcherBuildIndex());

File file = new File(StorePathConfigHelper.getLockFile(messageStoreConfig.getStorePathRootDir()));
MappedFile.ensureDirOK(file.getParent());
lockFile = new RandomAccessFile(file, "rw");
}

这里面有很多类,不过先把从构造函数里传进来的忽略下,接下来就是 AllocateMappedFileService 这个service,前面看过文章的可能会根据上面的代码猜到,这也是个 ServiceThread,如果是对RocketMQ 有所了解的可能从名字可以看出这个类是关于 RocketMQ 消息怎么落盘的,当需要创建MappedFile时(在MapedFileQueue.getLastMapedFile方法中),向该线程的requestQueue队列中放入AllocateRequest请求对象,该线程会在后台监听该队列,并在后台创建MapedFile对象,即同时创建了物理文件。然后是创建了 IndexService 服务线程,用来给创建索引;还有是FlushConsumeQueueService是将ConsumeQueue 刷入磁盘;CleanCommitLogService用来清理过期的 CommitLog,默认是 72 小时以上;CleanConsumeQueueService是将小于最新的 CommitLog 偏移量的 ConsumeQueue 清理掉;StoreStatsService是储存统计服务;HAService用于CommitLog 的主备同步;ScheduleMessageService用于定时消息;还有就是这个ReputMessageService非常重要,就是由它实现了将 CommitLog 以 topic+queue 纬度构建 ConsumeQueue,后面TransientStorePool是异步刷盘时的存储buffer,也可以从后面的判断中看出来

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public boolean isTransientStorePoolEnable() {
return transientStorePoolEnable && FlushDiskType.ASYNC_FLUSH == getFlushDiskType()
&& BrokerRole.SLAVE != getBrokerRole();
}

再然后就是启动两个服务线程,dispatcherList是为CommitLog文件转发请求,差不多这个初始化就这些内容。

然后回到外层,下面是主备切换的配置,然后是数据统计,接着是存储插件加载,然后是往转发器链表里再加一个过滤器

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if (messageStoreConfig.isEnableDLegerCommitLog()) {
DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
}
this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
//load plugin
MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
this.messageStore = MessageStoreFactory.build(context, this.messageStore);
this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));

接下来就是org.apache.rocketmq.store.MessageStore#load的过程了,

  1. 调用ScheduleMessageService.load方法,初始化延迟级别列表。将这些级别(”1s 5s 10s 30s 1m 2m 3m 4m 5m 6m 7m 8m 9m 10m 20m 30m 1h 2h”)的延时存入延迟级别delayLevelTable:ConcurrentHashMap<Integer /* level */, Long/* delay timeMillis */>变量中,例如1s的kv值为1:1000,5s的kv值为2:5000,key值依次类推;每个延迟级别即为一个队列。

2)调用CommitLog.load方法,在此方法中调用MapedFileQueue.load方法,将$HOME /store/commitlog目录下的所有文件加载到MapedFileQueue的List变量中;

3)调用DefaultMessageStore.loadConsumeQueue方法加载consumequeue文件数据到DefaultMessageStore.consumeQueueTable集合中。

初始化StoreCheckPoint对象,加载$HOME/store/checkpoint文件,该文件记录三个字段值,分别是物理队列消息时间戳、逻辑队列消息时间戳、索引队列消息时间戳。

调用IndexService.load方法加载$HOME/store/index目录下的文件。对该目录下的每个文件初始化一个IndexFile对象。然后调用IndexFile对象的load方法将IndexHeader加载到对象的变量中;再根据检查是否存在abort文件,若有存在abort文件,则表示Broker表示上次是异常退出的,则检查checkpoint的indexMsgTimestamp字段值是否小于IndexHeader的endTimestamp值,indexMsgTimestamp值表示最后刷盘的时间,若小于则表示在最后刷盘之后在该文件中还创建了索引,则要删除该Index文件,否则将该IndexFile对象放入indexFileList:ArrayList索引文件集合中。

然后调用org.apache.rocketmq.store.DefaultMessageStore#recover恢复,前面有根据boolean lastExitOK = !this.isTempFileExist();临时文件是否存在来判断上一次是否正常退出,根据这个状态来选择什么恢复策略

接下去是初始化 Netty 服务端,初始化发送消息线程池(sendMessageExecutor)、拉取消息线程池(pullMessageExecutor)、管理Broker线程池(adminBrokerExecutor)、客户端管理线程池(clientManageExecutor),注册事件处理器,包括发送消息事件处理器(SendMessageProcessor)、拉取消息事件处理器、查询消息事件处理器(QueryMessageProcessor,包括客户端的心跳事件、注销事件、获取消费者列表事件、更新更新和查询消费进度consumerOffset)、客户端管理事件处理器(ClientManageProcessor)、结束事务处理器(EndTransactionProcessor)、默认事件处理器(AdminBrokerProcessor),然后是定时任务

BrokerController.this.getBrokerStats().record(); 记录 Broker 状态

BrokerController.this.consumerOffsetManager.persist(); 持久化consumerOffset

BrokerController.this.consumerFilterManager.persist();持久化consumerFilter

BrokerController.this.protectBroker(); 保护 broker,消费慢,不让继续投递

BrokerController.this.printWaterMark(); 打印水位

log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes()); 检查落后程度

BrokerController.this.brokerOuterAPI.fetchNameServerAddr(); 定时获取 nameserver

BrokerController.this.printMasterAndSlaveDiff(); 打印主从不一致

然后是 tsl,初始化事务消息,初始化 RPCHook

请把害怕打到公屏上🤦‍♂️,从线程池名字和调用的方法应该可以看出大部分的用途

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this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.clientHousekeepingService);
NettyServerConfig fastConfig = (NettyServerConfig) this.nettyServerConfig.clone();
fastConfig.setListenPort(nettyServerConfig.getListenPort() - 2);
this.fastRemotingServer = new NettyRemotingServer(fastConfig, this.clientHousekeepingService);
this.sendMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getSendMessageThreadPoolNums(),
this.brokerConfig.getSendMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.sendThreadPoolQueue,
new ThreadFactoryImpl("SendMessageThread_"));

this.pullMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getPullMessageThreadPoolNums(),
this.brokerConfig.getPullMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.pullThreadPoolQueue,
new ThreadFactoryImpl("PullMessageThread_"));

this.replyMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.replyThreadPoolQueue,
new ThreadFactoryImpl("ProcessReplyMessageThread_"));

this.queryMessageExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getQueryMessageThreadPoolNums(),
this.brokerConfig.getQueryMessageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.queryThreadPoolQueue,
new ThreadFactoryImpl("QueryMessageThread_"));

this.adminBrokerExecutor =
Executors.newFixedThreadPool(this.brokerConfig.getAdminBrokerThreadPoolNums(), new ThreadFactoryImpl(
"AdminBrokerThread_"));

this.clientManageExecutor = new ThreadPoolExecutor(
this.brokerConfig.getClientManageThreadPoolNums(),
this.brokerConfig.getClientManageThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.clientManagerThreadPoolQueue,
new ThreadFactoryImpl("ClientManageThread_"));

this.heartbeatExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getHeartbeatThreadPoolNums(),
this.brokerConfig.getHeartbeatThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.heartbeatThreadPoolQueue,
new ThreadFactoryImpl("HeartbeatThread_", true));

this.endTransactionExecutor = new BrokerFixedThreadPoolExecutor(
this.brokerConfig.getEndTransactionThreadPoolNums(),
this.brokerConfig.getEndTransactionThreadPoolNums(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.endTransactionThreadPoolQueue,
new ThreadFactoryImpl("EndTransactionThread_"));

this.consumerManageExecutor =
Executors.newFixedThreadPool(this.brokerConfig.getConsumerManageThreadPoolNums(), new ThreadFactoryImpl(
"ConsumerManageThread_"));

this.registerProcessor();

final long initialDelay = UtilAll.computeNextMorningTimeMillis() - System.currentTimeMillis();
final long period = 1000 * 60 * 60 * 24;
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.getBrokerStats().record();
} catch (Throwable e) {
log.error("schedule record error.", e);
}
}
}, initialDelay, period, TimeUnit.MILLISECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.consumerOffsetManager.persist();
} catch (Throwable e) {
log.error("schedule persist consumerOffset error.", e);
}
}
}, 1000 * 10, this.brokerConfig.getFlushConsumerOffsetInterval(), TimeUnit.MILLISECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.consumerFilterManager.persist();
} catch (Throwable e) {
log.error("schedule persist consumer filter error.", e);
}
}
}, 1000 * 10, 1000 * 10, TimeUnit.MILLISECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.protectBroker();
} catch (Throwable e) {
log.error("protectBroker error.", e);
}
}
}, 3, 3, TimeUnit.MINUTES);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.printWaterMark();
} catch (Throwable e) {
log.error("printWaterMark error.", e);
}
}
}, 10, 1, TimeUnit.SECONDS);

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
try {
log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes());
} catch (Throwable e) {
log.error("schedule dispatchBehindBytes error.", e);
}
}
}, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);

if (this.brokerConfig.getNamesrvAddr() != null) {
this.brokerOuterAPI.updateNameServerAddressList(this.brokerConfig.getNamesrvAddr());
log.info("Set user specified name server address: {}", this.brokerConfig.getNamesrvAddr());
} else if (this.brokerConfig.isFetchNamesrvAddrByAddressServer()) {
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
try {
BrokerController.this.brokerOuterAPI.fetchNameServerAddr();
} catch (Throwable e) {
log.error("ScheduledTask fetchNameServerAddr exception", e);
}
}
}, 1000 * 10, 1000 * 60 * 2, TimeUnit.MILLISECONDS);
}

if (!messageStoreConfig.isEnableDLegerCommitLog()) {
if (BrokerRole.SLAVE == this.messageStoreConfig.getBrokerRole()) {
if (this.messageStoreConfig.getHaMasterAddress() != null && this.messageStoreConfig.getHaMasterAddress().length() >= 6) {
this.messageStore.updateHaMasterAddress(this.messageStoreConfig.getHaMasterAddress());
this.updateMasterHAServerAddrPeriodically = false;
} else {
this.updateMasterHAServerAddrPeriodically = true;
}
} else {
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
try {
BrokerController.this.printMasterAndSlaveDiff();
} catch (Throwable e) {
log.error("schedule printMasterAndSlaveDiff error.", e);
}
}
}, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);
}
}

if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
// Register a listener to reload SslContext
try {
fileWatchService = new FileWatchService(
new String[] {
TlsSystemConfig.tlsServerCertPath,
TlsSystemConfig.tlsServerKeyPath,
TlsSystemConfig.tlsServerTrustCertPath
},
new FileWatchService.Listener() {
boolean certChanged, keyChanged = false;

@Override
public void onChanged(String path) {
if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
log.info("The trust certificate changed, reload the ssl context");
reloadServerSslContext();
}
if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
certChanged = true;
}
if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
keyChanged = true;
}
if (certChanged && keyChanged) {
log.info("The certificate and private key changed, reload the ssl context");
certChanged = keyChanged = false;
reloadServerSslContext();
}
}

private void reloadServerSslContext() {
((NettyRemotingServer) remotingServer).loadSslContext();
((NettyRemotingServer) fastRemotingServer).loadSslContext();
}
});
} catch (Exception e) {
log.warn("FileWatchService created error, can't load the certificate dynamically");
}
}
initialTransaction();
initialAcl();
initialRpcHooks();
}
return result;

Broker 启动过程

贴代码

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public void start() throws Exception {
if (this.messageStore != null) {
this.messageStore.start();
}

if (this.remotingServer != null) {
this.remotingServer.start();
}

if (this.fastRemotingServer != null) {
this.fastRemotingServer.start();
}

if (this.fileWatchService != null) {
this.fileWatchService.start();
}

if (this.brokerOuterAPI != null) {
this.brokerOuterAPI.start();
}

if (this.pullRequestHoldService != null) {
this.pullRequestHoldService.start();
}

if (this.clientHousekeepingService != null) {
this.clientHousekeepingService.start();
}

if (this.filterServerManager != null) {
this.filterServerManager.start();
}

if (!messageStoreConfig.isEnableDLegerCommitLog()) {
startProcessorByHa(messageStoreConfig.getBrokerRole());
handleSlaveSynchronize(messageStoreConfig.getBrokerRole());
this.registerBrokerAll(true, false, true);
}

this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

@Override
public void run() {
try {
BrokerController.this.registerBrokerAll(true, false, brokerConfig.isForceRegister());
} catch (Throwable e) {
log.error("registerBrokerAll Exception", e);
}
}
}, 1000 * 10, Math.max(10000, Math.min(brokerConfig.getRegisterNameServerPeriod(), 60000)), TimeUnit.MILLISECONDS);

if (this.brokerStatsManager != null) {
this.brokerStatsManager.start();
}

if (this.brokerFastFailure != null) {
this.brokerFastFailure.start();
}


}

首先是启动messageStore,调用 start 方法,这里面又调用了一些代码

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public void start() throws Exception {

lock = lockFile.getChannel().tryLock(0, 1, false);
if (lock == null || lock.isShared() || !lock.isValid()) {
throw new RuntimeException("Lock failed,MQ already started");
}

lockFile.getChannel().write(ByteBuffer.wrap("lock".getBytes()));
lockFile.getChannel().force(true);
{
/**
* 1. Make sure the fast-forward messages to be truncated during the recovering according to the max physical offset of the commitlog;
* 2. DLedger committedPos may be missing, so the maxPhysicalPosInLogicQueue maybe bigger that maxOffset returned by DLedgerCommitLog, just let it go;
* 3. Calculate the reput offset according to the consume queue;
* 4. Make sure the fall-behind messages to be dispatched before starting the commitlog, especially when the broker role are automatically changed.
*/
long maxPhysicalPosInLogicQueue = commitLog.getMinOffset();
for (ConcurrentMap<Integer, ConsumeQueue> maps : this.consumeQueueTable.values()) {
for (ConsumeQueue logic : maps.values()) {
if (logic.getMaxPhysicOffset() > maxPhysicalPosInLogicQueue) {
maxPhysicalPosInLogicQueue = logic.getMaxPhysicOffset();
}
}
}
if (maxPhysicalPosInLogicQueue < 0) {
maxPhysicalPosInLogicQueue = 0;
}
if (maxPhysicalPosInLogicQueue < this.commitLog.getMinOffset()) {
maxPhysicalPosInLogicQueue = this.commitLog.getMinOffset();
/**
* This happens in following conditions:
* 1. If someone removes all the consumequeue files or the disk get damaged.
* 2. Launch a new broker, and copy the commitlog from other brokers.
*
* All the conditions has the same in common that the maxPhysicalPosInLogicQueue should be 0.
* If the maxPhysicalPosInLogicQueue is gt 0, there maybe something wrong.
*/
log.warn("[TooSmallCqOffset] maxPhysicalPosInLogicQueue={} clMinOffset={}", maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset());
}
log.info("[SetReputOffset] maxPhysicalPosInLogicQueue={} clMinOffset={} clMaxOffset={} clConfirmedOffset={}",
maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset(), this.commitLog.getMaxOffset(), this.commitLog.getConfirmOffset());
this.reputMessageService.setReputFromOffset(maxPhysicalPosInLogicQueue);
this.reputMessageService.start();

/**
* 1. Finish dispatching the messages fall behind, then to start other services.
* 2. DLedger committedPos may be missing, so here just require dispatchBehindBytes <= 0
*/
while (true) {
if (dispatchBehindBytes() <= 0) {
break;
}
Thread.sleep(1000);
log.info("Try to finish doing reput the messages fall behind during the starting, reputOffset={} maxOffset={} behind={}", this.reputMessageService.getReputFromOffset(), this.getMaxPhyOffset(), this.dispatchBehindBytes());
}
this.recoverTopicQueueTable();
}

if (!messageStoreConfig.isEnableDLegerCommitLog()) {
this.haService.start();
this.handleScheduleMessageService(messageStoreConfig.getBrokerRole());
}

this.flushConsumeQueueService.start();
this.commitLog.start();
this.storeStatsService.start();

this.createTempFile();
this.addScheduleTask();
this.shutdown = false;
}

调用DefaultMessageStore.start方法启动DefaultMessageStore对象中的一些服务线程。

  1. 启动ReputMessageService服务线程
  2. 启动FlushConsumeQueueService服务线程;
  3. 调用CommitLog.start方法,启动CommitLog对象中的FlushCommitLogService线程服务,若是同步刷盘(SYNC_FLUSH)则是启动GroupCommitService线程服务;若是异步刷盘(ASYNC_FLUSH)则是启动FlushRealTimeService线程服务;
  4. 启动StoreStatsService线程服务;
  5. 启动定时清理任务

然后是启动ClientHousekeepingService的 netty 服务端和客户端,然后是启动fileWatchService证书服务,接着启动BrokerOuterAPI中的NettyRemotingClient,即建立与NameServer的链接,用于自身Broker与其他模块的RPC功能调用;包括获取NameServer的地址、注册Broker、注销Broker、获取Topic配置、获取消息进度信息、获取订阅关系等RPC功能,然后是PullRequestHoldService服务线程,这个就是实现长轮询的,然后启动管家ClientHousekeepingService服务,负责扫描不活跃的生产者,消费者和 filter,启动FilterServerManager 过滤器服务管理,然后启动定时任务调用org.apache.rocketmq.broker.BrokerController#registerBrokerAll向所有 nameserver 注册 broker,最后是按需开启org.apache.rocketmq.store.stats.BrokerStatsManager和org.apache.rocketmq.broker.latency.BrokerFastFailure,基本上启动过程就完成了

很快2020 年就过了一半了,而且是今年这么特殊的一年,很多事情都发生的出乎意料,疫情这个绕不过去的话题,之前写了点比较愤青的文字,感觉不太适合发出来就烂在草稿箱里吧,这个目前一大影响估计是今年都没办法完全摘下口罩了,前面几个月来回杭州都开车,因为彭埠大桥不通行了,实在是非常不方便,每条路都灰常堵,心累,吐槽下杭州的交通规划和交警同志,工作实在做的不咋地。

另外一件是就是蜗壳,从前不知道黝黑蜗壳是啥意思,只是经常会在他的视频里看到,大学的时候在缘网下了一个集锦,炒鸡帅气,各种空接扣篮,越来越能明白那句“你永远不知道意外和明天不知道哪个会先来,且行且珍惜”的含义,只是听了很多道理,依然活不好这一生,知易行难,王阳明真的是这方面的大师,有空可以看看这方面的书,一直想写写我跟篮球跟蜗壳的这十几年,争取能早日写好吧,不过得找个静得下来的时候写。

正事方面上半年还是挺让人失望的,没有达成一些目标,应该还是能力不足吧,技术方面分析一下还是停留在看的表面层,有些实操的,或者结合业务场景的能力不太行,算是在坚持写写 blog,主要是被这个每周一篇的目标推着走,有时会比较焦虑,内容产出也还比较差,希望能在后面有些改善,可能会降低频率,只是觉得降低了也不一定能有比较好的提升,无法战胜自己的惰性,所以暂时还是坚持下这个目标吧,还有就是 coding 能力,有时候也应该刷刷题,提升思维敏捷度,大脑用太少可能生锈了,况且本来就不是很有优势,虽然失望也只能继续努力吧,日拱一卒,来日方长,加油吧~😔

还有就是跑步减肥了,截止今天,上半年跑了 136 公里了,因为疫情影响,农历年后是从 4 月 17 号开始跑的,去年跑到了 300 公里,奖励自己了一个手表(真的挺后悔的,还不如 200 块买个手表),今年希望可以能在这个基础上再进一步,一直跟领导说,跑步算是我坚持下来的唯一一个好习惯了,618 买了个跑步机,周末回家了可以不受天气影响的多跑跑,不过如果天气好可能还是会出去跑跑,跑步机跑道多少还是有点拘束,只是感觉可能是我还是吃得太多了🤦‍♂️,效果不是很明显,还在 80 这个坎徘徊,等于浪费了大半年,可能是年初的项目太费心力,压力比较大,吃得更多,是不是可以算工伤😄,这方面也需要好好调整,可以放得开一点,虽然不太可能一下子到位,但是总要去努力下,随着年龄成长总要承担更多,也要看得开一点,没法事事如愿,尽力就好了,减肥这个事情还在结合一些俯卧撑啥的,希望也能坚持下去,加油吧,不知道原话怎么说的,意思是人类最大的勇敢就是看透了人世间的苦难,仍然热爱生活。我当然没可能让内心变得这么强大,试着去努力吧,奥力给!

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

Maven 翻译为”专家”、”内行”,是 Apache 下的一个纯 Java 开发的开源项目。基于项目对象模型(缩写:POM)概念,Maven利用一个中央信息片断能管理一个项目的构建、报告和文档等步骤。

Maven 是一个项目管理工具,可以对 Java 项目进行构建、依赖管理。

Maven 也可被用于构建和管理各种项目,例如 C#,Ruby,Scala 和其他语言编写的项目。Maven 曾是 Jakarta 项目的子项目,现为由 Apache 软件基金会主持的独立 Apache 项目。

maven也是我们日常项目中实用的包管理工具,相比以前需要用把包下载下来,放进 lib 中,在平时工作中使用的话,其实像 idea 这样的 ide 工具都会自带 maven 工具和插件

maven的基本操作

  • mvn -v
    查看 maven 信息
  • mvn compile
    将 Java 编译成 class 文件
  • mvn test
    执行 test 包下的测试用例
  • mvn package
    将项目打成 jar 包
  • mvn clean
    删除package 在 target 目录下面打出来的 jar 包和 target 目录
  • mvn install
    将打出来的 jar 包复制到 maven 的本地仓库里
  • mvn deploy
    将打出来的 jar 包上传到远程仓库里

与 composer 对比

因为我也是个 PHP 程序员,所以对比一下两种语言,很容易想到在 PHP 的 composer 跟 Java 的 maven 是比较类似的作用,有一点两者是非常相似的,就是原仓库都是因为某些原因连接拉取都会很慢,所以像 composer 会有一些国内源,前阵子阿里也出了一个,类似的 maven 一般也会使用阿里的镜像仓库,通过在 setting.xml 文件中的设置

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<mirrors>
<mirror>
<id>aliyun</id>
<name>aliyun maven</name>
<url>http://maven.aliyun.com/nexus/content/groups/public/</url>
<mirrorOf>central</mirrorOf>
</mirror>
</mirrors>

这算是个尴尬的共同点,然后因为 PHP 是解释型脚本语言,所以 php 打出来的 composer 包其实就是个 php 代码包,使用SPL Autoload等方式加载代码包,maven 包则是经过编译的 class 包,还有一点是 composer 也可以直接使用 github 地址作为包代码的拉取源,这点也是比较大的区别,maven使用 pom 文件管理依赖

maven 的个人小技巧

  • maven 拉取依赖时,同时将 snapshot 也更新了,就是 mvn compile加个-U参数,如果还不行就需要将本地仓库的 snapshot 删掉,
    这个命令的 help 命令解释是 -U,–update-snapshots Forces a check for missing releases and updated snapshots on
    remote repositories,这个在日常使用中还是很经常使用的
  • maven 出现依赖冲突的时候的解决方法
    首先是依赖分析,使用mvn dependency:tree分析下依赖关系,如果要找具体某个包的依赖引用关系可以使用mvn dependency:tree -Dverbose -Dincludes=org.springframework:spring-webmvc命令进行分析,如果发现有冲突的依赖关系,本身 maven 中依赖引用有相对的顺序,大致来说是引用路径短的优先,pom 文件中定义的顺序优先,如果要把冲突的包排除掉可以在 pom 中用
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    <exclusions>
    <exclusion>
    <groupId>ch.qos.logback</groupId>
    <artifactId>logback-classic</artifactId>
    </exclusion>
    </exclusions>
    将冲突的包排除掉
  • maven 依赖的 jdk 版本管理
    前面介绍的mvn -v可以查看 maven 的安装信息
    比如
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    Apache Maven 3.6.3 (cecedd343002696d0abb50b32b541b8a6ba2883f)
    Maven home: /usr/local/Cellar/maven/3.6.3_1/libexec
    Java version: 1.8.0_201, vendor: Oracle Corporation, runtime: /Library/Java/JavaVirtualMachines/jdk1.8.0_201.jdk/Contents/Home/jre
    Default locale: zh_CN, platform encoding: UTF-8
    OS name: "mac os x", version: "10.14.6", arch: "x86_64", family: "mac"
    这里可以看到用了 mac 自带的 jdk1.8,结合我之前碰到的一个问题,因为使用 homebrew 升级了 gradle,而 gradle 又依赖了 jdk13,因为这个 mvn 的 Java version 也变成 jdk13 了,然后 mvn 编译的时候出现了 java.lang.ExceptionInInitializerError: com.sun.tools.javac.code.TypeTags这个问题,所以需要把这个版本给改回来,但是咋改呢,网上搜来的一大堆都是在 pom 文件里的
    source和 target 版本
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    <build>
    <plugins>
    <plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-compiler-plugin</artifactId>
    <configuration>
    <source>1.8</source>
    <target>1.8</target>
    <encoding>UTF-8</encoding>
    </configuration>
    </plugin>
    </plugins>
    <build>
    或者修改 maven 的 setting.xml中的
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    <profiles>
    <profile>
    <id>ngmm-nexus</id>
    <activation>
    <jdk>1.8</jdk>
    </activation>
    <properties>
    <maven.compiler.source>1.8</maven.compiler.source>
    <maven.compiler.target>1.8</maven.compiler.target>
    <maven.compiler.compilerVersion>1.8</maven.compiler.compilerVersion>
    </properties>
    </profile>
    </profiles>
    但是这些都没啥用啊,真正有办法的是建个 .mavenrc,这个顾名思义就是 maven 的资源文件,类似于 .bashrc.zshrc,在里面添加 MAVEN_HOME 和 JAVA_HOME,然后执行 source .mavenrc就 OK 啦

G1: The Garbage-First Collector, 垃圾回收优先的垃圾回收器,目标是用户多核 cpu 和大内存的机器,最大的特点就是可预测的停顿时间,官方给出的介绍是提供一个用户在大的堆内存情况下一个低延迟表现的解决方案,通常是 6GB 及以上的堆大小,有低于 0.5 秒稳定的可预测的停顿时间。

这里主要介绍这个比较新的垃圾回收器,在 G1 之前的垃圾回收器都是基于如下图的内存结构分布,有新生代,老年代和永久代(jdk8 之前),然后G1 往前的那些垃圾回收器都有个分代,比如 serial,parallel 等,一般有个应用的组合,最初的 serial 和 serial old,因为新生代和老年代的收集方式不太一样,新生代主要是标记复制,所以有 eden 跟两个 survival区,老年代一般用标记整理方式,而 G1 对这个不太一样。

看一下 G1 的内存分布

可以看到这有很大的不同,G1 通过将内存分成大小相等的 region,每个region是存在于一个连续的虚拟内存范围,对于某个 region 来说其角色是类似于原来的收集器的Eden、Survivor、Old Generation,这个具体在代码层面

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// We encode the value of the heap region type so the generation can be
// determined quickly. The tag is split into two parts:
//
// major type (young, old, humongous, archive) : top N-1 bits
// minor type (eden / survivor, starts / cont hum, etc.) : bottom 1 bit
//
// If there's need to increase the number of minor types in the
// future, we'll have to increase the size of the latter and hence
// decrease the size of the former.
//
// 00000 0 [ 0] Free
//
// 00001 0 [ 2] Young Mask
// 00001 0 [ 2] Eden
// 00001 1 [ 3] Survivor
//
// 00010 0 [ 4] Humongous Mask
// 00100 0 [ 8] Pinned Mask
// 00110 0 [12] Starts Humongous
// 00110 1 [13] Continues Humongous
//
// 01000 0 [16] Old Mask
//
// 10000 0 [32] Archive Mask
// 11100 0 [56] Open Archive
// 11100 1 [57] Closed Archive
//
typedef enum {
FreeTag = 0,

YoungMask = 2,
EdenTag = YoungMask,
SurvTag = YoungMask + 1,

HumongousMask = 4,
PinnedMask = 8,
StartsHumongousTag = HumongousMask | PinnedMask,
ContinuesHumongousTag = HumongousMask | PinnedMask + 1,

OldMask = 16,
OldTag = OldMask,

// Archive regions are regions with immutable content (i.e. not reclaimed, and
// not allocated into during regular operation). They differ in the kind of references
// allowed for the contained objects:
// - Closed archive regions form a separate self-contained (closed) object graph
// within the set of all of these regions. No references outside of closed
// archive regions are allowed.
// - Open archive regions have no restrictions on the references of their objects.
// Objects within these regions are allowed to have references to objects
// contained in any other kind of regions.
ArchiveMask = 32,
OpenArchiveTag = ArchiveMask | PinnedMask | OldMask,
ClosedArchiveTag = ArchiveMask | PinnedMask | OldMask + 1
} Tag;

hotspot/share/gc/g1/heapRegionType.hpp

当执行垃圾收集时,G1以类似于CMS收集器的方式运行。 G1执行并发全局标记阶段,以确定整个堆中对象的存活性。标记阶段完成后,G1知道哪些region是基本空的。它首先收集这些region,通常会产生大量的可用空间。这就是为什么这种垃圾收集方法称为“垃圾优先”的原因。顾名思义,G1将其收集和压缩活动集中在可能充满可回收对象(即垃圾)的堆区域。 G1使用暂停预测模型来满足用户定义的暂停时间目标,并根据指定的暂停时间目标选择要收集的区域数。

由G1标识为可回收的区域是使用撤离的方式(Evacuation)。 G1将对象从堆的一个或多个区域复制到堆上的单个区域,并在此过程中压缩并释放内存。撤离是在多处理器上并行执行的,以减少暂停时间并增加吞吐量。因此,对于每次垃圾收集,G1都在用户定义的暂停时间内连续工作以减少碎片。这是优于前面两种方法的。 CMS(并发标记扫描)垃圾收集器不进行压缩。 ParallelOld垃圾回收仅执行整个堆压缩,这导致相当长的暂停时间。

需要重点注意的是,G1不是实时收集器。它很有可能达到设定的暂停时间目标,但并非绝对确定。 G1根据先前收集的数据,估算在用户指定的目标时间内可以收集多少个区域。因此,收集器具有收集区域成本的合理准确的模型,并且收集器使用此模型来确定要收集哪些和多少个区域,同时保持在暂停时间目标之内。

注意:G1同时具有并发(与应用程序线程一起运行,例如优化,标记,清理)和并行(多线程,例如stw)阶段。Full GC仍然是单线程的,但是如果正确调优,您的应用程序应该可以避免Full GC。

在前面那篇中在代码层面简单的了解了这个可预测时间的过程,这也是 G1 的一大特点。

今天是农历初八了,年前一个月的时候就准备做下今年的年终总结,可是写了一点觉得太情绪化了,希望后面写个平淡点的,正好最近技术方面还没有看到一个完整成文的内容,就来写一下这一年的总结,尽量少写一点太情绪化的东西。

跳槽

年初换了个公司,也算换了个环境,跟前公司不太一样,做的事情方向也不同,可能是侧重点不同,一开始有些不适应,主要是压力上,会觉得压力比较大,但是总体来说与人相处的部分还是不错的,做的技术方向还是Java,这里也感谢前东家让我有机会转了Java,个人感觉杭州整个市场还是Java比较有优势,不过在开始的时候总觉得对Java有点不适应,应该值得深究的东西还是很多的,而且对于面试来说,也是有很多可以问的,后面慢慢发现除开某里等一线超一线互联网公司之外,大部分的面试还是有大概的套路跟大纲的,不过更细致的则因人而异了,面试有时候也还看缘分,面试官关注的点跟应试者比较契合的话就很容易通过面试,不然的话总会有能刁难或者理性化地说比较难回答的问题。这个后面可以单独说一下,先按下不表。
刚进公司没多久就负责比较重要的项目,工期也比较紧张,整体来说那段时间的压力的确是比较大的,不过总算最后结果不坏,这里应该说对一些原来在前东家都是掌握的不太好的部分,比如maven,其实maven对于java程序员来说还是很重要的,但是我碰到过的面试基本没问过这个,我自己也在后面的面试中没问过相关的,不知道咋问,比如dependence分析、冲突解决,比如对bean的理解,这个算是我一直以来的疑问点,因为以前刚开始学Java学spring,上来就是bean,但是bean到底是啥,IOC是啥,可能网上的文章跟大多数书籍跟我的理解思路不太match,导致一直不能很好的理解这玩意,到后面才理解,要理解这个bean,需要有两个基本概念,一个是面向对象,一个是对象容器跟依赖反转,还是只说到这,后面可以有专题说一下,总之自认为技术上有了不小的长进了,方向上应该是偏实用的。这个重要的项目完成后慢慢能喘口气了,后面也有一些比较紧急且工作量大的,不过在我TL的帮助下还是能尽量协调好资源。

面试

后面因为项目比较多,缺少开发,所以也参与帮忙做一些面试,这里总体感觉是面的候选人还是比较多样的,有些工作了蛮多年但是一些基础问题回答的不好,有些还是在校学生,但是面试技巧不错,针对常见的面试题都有不错的准备,不过还是觉得光靠这些面试题不能完全说明问题,真正工作了需要的是解决问题的人,而不是会背题的,退一步来说能好好准备面试还是比较重要的,也是双向选择中的基本尊重,印象比较深刻的是参加了去杭州某高校的校招面试,感觉参加校招的同学还是很多的,大部分是20年将毕业的研究生,挺多都是基础很扎实,对比起我刚要毕业时还是很汗颜,挺多来面试的同学都非常不错,那天强度也很大,从下午到那开始一直面到六七点,在这祝福那些来面试的同学,也都不容易的,能找到心仪的工作。

技术方向

这一年前大半部分还是比较焦虑不能恢复那种主动找时间学习的状态,可能换了公司是主要的原因,初期有个适应的过程也比较正常,总体来说可能是到九十月份开始慢慢有所改善,对这些方面有学习了下,

  • spring方向,spring真的是个庞然大物,但是还是要先抓住根本,慢慢发散去了解其他的细节,抓住bean的生命周期,当然也不是死记硬背,让我一个个背下来我也不行,但是知道它究竟是干嘛的,有啥用,并且在工作中能用起来是最重要的
  • mysql数据库,这部分主要是关注了mvcc,知道了个大概,源码实现细节还没具体研究,有时间可以来个专题(一大堆待写的内容)
  • java的一些源码,比如aqs这种,结合文章看了下源码,一开始总感觉静不下心来看,然后有一次被LD刺激了下就看完了,包括conditionObject等
  • redis的源码,这里包括了Redis分布式锁和redis的数据结构源码,已经写成文章,不过比较着急成文,所以质量不是特别好,希望后面再来补补
  • jvm源码,这部分正好是想了解下g1收集器,大概把周志明的书看完了,但是还没完整的理解掌握,还有就是g1收集器的部分,一是概念部分大概理解了,后面是就是想从源码层面去学习理解,这也是新一年的主要计划
  • mq的部分是了解了zero copy,sendfile等,跟消息队列主题关系不大🤦‍♂️
    这么看还是学了点东西的,希望新一年再接再厉。

生活

住的地方没变化,主要是周边设施比较方便,暂时没找到更好的就没打算换,主要的问题是没电梯,一开始没觉得有啥,真正住起来还是觉得比较累的,希望后面租的可以有电梯,或者楼层低一点,还有就是要通下水道,第一次让师傅上门,花了两百大洋,后来自学成才了,让师傅通了一次才撑了一个月就不行了,后面自己通的差不多可以撑半年,还是比较有成就感的😀,然后就是跑步了,年初的时候去了紫金港跑步,后面因为工作的原因没去了,但是公司的跑步机倒是让我重拾起这个唯一的运动健身项目,后面因为肠胃问题,体重也需要控制,所以就周末回来也在家这边坚持跑步,下半年的话基本保持每周一次以上,比较那些跑马拉松的大牛还是差距很大,不过也是突破自我了,有一次跑了12公里,最远的距离,而且后面感觉跑十公里也不是特别吃不消了,这一年达成了300公里的目标,体重也稍有下降,比较满意的结果。

期待

希望工作方面技术方面能有所长进,生活上能多点时间陪家人,继续跑步减肥,家人健健康康的,嗯

这应该是 redis 系列的最后一篇了,讲下快表,其实最前面讲的链表在早先的 redis 版本中也作为 list 的数据结构使用过,但是单纯的链表的缺陷之前也说了,插入便利,但是空间利用率低,并且不能进行二分查找等,检索效率低,ziplist 压缩表的产生也是同理,希望获得更好的性能,包括存储空间和访问性能等,原来我也不懂这个快表要怎么快,然后明白了一个道理,其实并没有什么银弹,只是大牛们会在适合的时候使用最适合的数据结构来实现性能的最大化,这里面有一招就是不同数据结构的组合调整,比如 Java 中的 HashMap,在链表节点数大于 8 时会转变成红黑树,以此提高访问效率,不费话了,回到快表,quicklist,这个数据结构主要使用在 list 类型中,如果我说其实这个 quicklist 就是个链表,可能大家不太会相信,但是事实上的确可以认为 quicklist 是个双向链表,看下代码

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/* quicklistNode is a 32 byte struct describing a ziplist for a quicklist.
* We use bit fields keep the quicklistNode at 32 bytes.
* count: 16 bits, max 65536 (max zl bytes is 65k, so max count actually < 32k).
* encoding: 2 bits, RAW=1, LZF=2.
* container: 2 bits, NONE=1, ZIPLIST=2.
* recompress: 1 bit, bool, true if node is temporarry decompressed for usage.
* attempted_compress: 1 bit, boolean, used for verifying during testing.
* extra: 10 bits, free for future use; pads out the remainder of 32 bits */
typedef struct quicklistNode {
struct quicklistNode *prev;
struct quicklistNode *next;
unsigned char *zl;
unsigned int sz; /* ziplist size in bytes */
unsigned int count : 16; /* count of items in ziplist */
unsigned int encoding : 2; /* RAW==1 or LZF==2 */
unsigned int container : 2; /* NONE==1 or ZIPLIST==2 */
unsigned int recompress : 1; /* was this node previous compressed? */
unsigned int attempted_compress : 1; /* node can't compress; too small */
unsigned int extra : 10; /* more bits to steal for future usage */
} quicklistNode;

/* quicklistLZF is a 4+N byte struct holding 'sz' followed by 'compressed'.
* 'sz' is byte length of 'compressed' field.
* 'compressed' is LZF data with total (compressed) length 'sz'
* NOTE: uncompressed length is stored in quicklistNode->sz.
* When quicklistNode->zl is compressed, node->zl points to a quicklistLZF */
typedef struct quicklistLZF {
unsigned int sz; /* LZF size in bytes*/
char compressed[];
} quicklistLZF;

/* quicklist is a 40 byte struct (on 64-bit systems) describing a quicklist.
* 'count' is the number of total entries.
* 'len' is the number of quicklist nodes.
* 'compress' is: -1 if compression disabled, otherwise it's the number
* of quicklistNodes to leave uncompressed at ends of quicklist.
* 'fill' is the user-requested (or default) fill factor. */
typedef struct quicklist {
quicklistNode *head;
quicklistNode *tail;
unsigned long count; /* total count of all entries in all ziplists */
unsigned long len; /* number of quicklistNodes */
int fill : 16; /* fill factor for individual nodes */
unsigned int compress : 16; /* depth of end nodes not to compress;0=off */
} quicklist;

粗略看下,quicklist 里有 head,tail, quicklistNode里有 prev,next 指针,是不是有链表的基本轮廓了,那么为啥这玩意要称为快表呢,快在哪,关键就在这个unsigned char *zl;zl 是不是前面又看到过,就是 ziplist ,这是什么鬼,链表里用压缩表,这不套娃么,先别急,回顾下前面说的 ziplist,ziplist 有哪些特点,内存利用率高,可以从表头快速定位到尾节点,节点可以从后往前找,但是有个缺点,就是从中间插入的效率比较低,需要整体往后移,这个其实是普通数组的优化版,但还是有数组的一些劣势,所以要真的快,是不是可以将链表跟数组真的结合起来。

ziplist

这里有两个 redis 的配置参数,list-max-ziplist-sizelist-compress-depth,先来说第一个,既然快表是将链表跟压缩表数组结合起来使用,那么具体怎么用呢,比如我有一个 10 个元素的 list,那具体怎么放,每个 quicklistNode 里放多大的 ziplist,假如每个快表节点的 ziplist 只放一个元素,那么其实这就退化成了一个链表,如果 10 个元素放在一个 quicklistNode 的 ziplist 里,那就退化成了一个 ziplist,所以有了这个 list-max-ziplist-size,而且它还比较牛,能取正负值,当是正值时,对应的就是每个 quicklistNode 的 ziplist 中的元素个数,比如配置了 list-max-ziplist-size = 5,那么我刚才的 10 个元素的 list 就是一个两个 quicklistNode 组成的快表,每个 quicklistNode 中的 ziplist 包含了五个元素,当 list-max-ziplist-size取负值的时候,它限制了 ziplist 的字节数

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size_t offset = (-fill) - 1;
if (offset < (sizeof(optimization_level) / sizeof(*optimization_level))) {
if (sz <= optimization_level[offset]) {
return 1;
} else {
return 0;
}
} else {
return 0;
}

/* Optimization levels for size-based filling */
static const size_t optimization_level[] = {4096, 8192, 16384, 32768, 65536};

/* Create a new quicklist.
* Free with quicklistRelease(). */
quicklist *quicklistCreate(void) {
struct quicklist *quicklist;

quicklist = zmalloc(sizeof(*quicklist));
quicklist->head = quicklist->tail = NULL;
quicklist->len = 0;
quicklist->count = 0;
quicklist->compress = 0;
quicklist->fill = -2;
return quicklist;
}

这个 fill 就是传进来的 list-max-ziplist-size, 具体对应的就是

  • -5: 每个quicklist节点上的ziplist大小不能超过64 Kb。(注:1kb => 1024 bytes)
  • -4: 每个quicklist节点上的ziplist大小不能超过32 Kb。
  • -3: 每个quicklist节点上的ziplist大小不能超过16 Kb。
  • -2: 每个quicklist节点上的ziplist大小不能超过8 Kb。(-2是Redis给出的默认值)也就是上面的 quicklist->fill = -2;
  • -1: 每个quicklist节点上的ziplist大小不能超过4 Kb。

压缩

list-compress-depth这个参数呢是用来配置压缩的,等等压缩是为啥,不是里面已经是压缩表了么,大牛们就是为了性能殚精竭虑,这里考虑到的是一个场景,一般状况下,list 都是两端的访问频率比较高,那么是不是可以对中间的数据进行压缩,那么这个参数就是用来表示

1
/* depth of end nodes not to compress;0=off */
  • 0,代表不压缩,默认值
  • 1,两端各一个节点不压缩
  • 2,两端各两个节点不压缩
  • … 依次类推
    压缩后的 ziplist 就会变成 quicklistLZF,然后替换 zl 指针,这里使用的是 LZF 压缩算法,压缩后的 quicklistLZF 中的 compressed 也是个柔性数组,压缩后的 ziplist 整个就放进这个柔性数组

插入过程

简单说下插入元素的过程

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/* Wrapper to allow argument-based switching between HEAD/TAIL pop */
void quicklistPush(quicklist *quicklist, void *value, const size_t sz,
int where) {
if (where == QUICKLIST_HEAD) {
quicklistPushHead(quicklist, value, sz);
} else if (where == QUICKLIST_TAIL) {
quicklistPushTail(quicklist, value, sz);
}
}

/* Add new entry to head node of quicklist.
*
* Returns 0 if used existing head.
* Returns 1 if new head created. */
int quicklistPushHead(quicklist *quicklist, void *value, size_t sz) {
quicklistNode *orig_head = quicklist->head;
if (likely(
_quicklistNodeAllowInsert(quicklist->head, quicklist->fill, sz))) {
quicklist->head->zl =
ziplistPush(quicklist->head->zl, value, sz, ZIPLIST_HEAD);
quicklistNodeUpdateSz(quicklist->head);
} else {
quicklistNode *node = quicklistCreateNode();
node->zl = ziplistPush(ziplistNew(), value, sz, ZIPLIST_HEAD);

quicklistNodeUpdateSz(node);
_quicklistInsertNodeBefore(quicklist, quicklist->head, node);
}
quicklist->count++;
quicklist->head->count++;
return (orig_head != quicklist->head);
}

/* Add new entry to tail node of quicklist.
*
* Returns 0 if used existing tail.
* Returns 1 if new tail created. */
int quicklistPushTail(quicklist *quicklist, void *value, size_t sz) {
quicklistNode *orig_tail = quicklist->tail;
if (likely(
_quicklistNodeAllowInsert(quicklist->tail, quicklist->fill, sz))) {
quicklist->tail->zl =
ziplistPush(quicklist->tail->zl, value, sz, ZIPLIST_TAIL);
quicklistNodeUpdateSz(quicklist->tail);
} else {
quicklistNode *node = quicklistCreateNode();
node->zl = ziplistPush(ziplistNew(), value, sz, ZIPLIST_TAIL);

quicklistNodeUpdateSz(node);
_quicklistInsertNodeAfter(quicklist, quicklist->tail, node);
}
quicklist->count++;
quicklist->tail->count++;
return (orig_tail != quicklist->tail);
}

/* Wrappers for node inserting around existing node. */
REDIS_STATIC void _quicklistInsertNodeBefore(quicklist *quicklist,
quicklistNode *old_node,
quicklistNode *new_node) {
__quicklistInsertNode(quicklist, old_node, new_node, 0);
}

REDIS_STATIC void _quicklistInsertNodeAfter(quicklist *quicklist,
quicklistNode *old_node,
quicklistNode *new_node) {
__quicklistInsertNode(quicklist, old_node, new_node, 1);
}

/* Insert 'new_node' after 'old_node' if 'after' is 1.
* Insert 'new_node' before 'old_node' if 'after' is 0.
* Note: 'new_node' is *always* uncompressed, so if we assign it to
* head or tail, we do not need to uncompress it. */
REDIS_STATIC void __quicklistInsertNode(quicklist *quicklist,
quicklistNode *old_node,
quicklistNode *new_node, int after) {
if (after) {
new_node->prev = old_node;
if (old_node) {
new_node->next = old_node->next;
if (old_node->next)
old_node->next->prev = new_node;
old_node->next = new_node;
}
if (quicklist->tail == old_node)
quicklist->tail = new_node;
} else {
new_node->next = old_node;
if (old_node) {
new_node->prev = old_node->prev;
if (old_node->prev)
old_node->prev->next = new_node;
old_node->prev = new_node;
}
if (quicklist->head == old_node)
quicklist->head = new_node;
}
/* If this insert creates the only element so far, initialize head/tail. */
if (quicklist->len == 0) {
quicklist->head = quicklist->tail = new_node;
}

if (old_node)
quicklistCompress(quicklist, old_node);

quicklist->len++;
}

前面第一步先根据插入的是头还是尾选择不同的 push 函数,quicklistPushHead 或者 quicklistPushTail,举例分析下从头插入的 quicklistPushHead,先判断当前的 quicklistNode 节点还能不能允许再往 ziplist 里添加元素,如果可以就添加,如果不允许就新建一个 quicklistNode,然后调用 _quicklistInsertNodeBefore 将节点插进去,具体插入quicklist节点的操作类似链表的插入。

前面说了这么些数据结构,其实大家对于 redis 最初的印象应该就是个 key-value 的缓存,类似于 memcache,redis 其实也是个 key-value,key 还是一样的字符串,或者说就是用 redis 自己的动态字符串实现,但是 value 其实就是前面说的那些数据结构,差不多快说完了,还有个 quicklist 后面还有一篇,这里先介绍下 redis 对于这些不同类型的 value 是怎么实现的,首先看下 redisObject 的源码头文件

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/* The actual Redis Object */
#define OBJ_STRING 0 /* String object. */
#define OBJ_LIST 1 /* List object. */
#define OBJ_SET 2 /* Set object. */
#define OBJ_ZSET 3 /* Sorted set object. */
#define OBJ_HASH 4 /* Hash object. */
/*
* Objects encoding. Some kind of objects like Strings and Hashes can be
* internally represented in multiple ways. The 'encoding' field of the object
* is set to one of this fields for this object. */
#define OBJ_ENCODING_RAW 0 /* Raw representation */
#define OBJ_ENCODING_INT 1 /* Encoded as integer */
#define OBJ_ENCODING_HT 2 /* Encoded as hash table */
#define OBJ_ENCODING_ZIPMAP 3 /* Encoded as zipmap */
#define OBJ_ENCODING_LINKEDLIST 4 /* No longer used: old list encoding. */
#define OBJ_ENCODING_ZIPLIST 5 /* Encoded as ziplist */
#define OBJ_ENCODING_INTSET 6 /* Encoded as intset */
#define OBJ_ENCODING_SKIPLIST 7 /* Encoded as skiplist */
#define OBJ_ENCODING_EMBSTR 8 /* Embedded sds string encoding */
#define OBJ_ENCODING_QUICKLIST 9 /* Encoded as linked list of ziplists */
#define OBJ_ENCODING_STREAM 10 /* Encoded as a radix tree of listpacks */

#define LRU_BITS 24
#define LRU_CLOCK_MAX ((1<<LRU_BITS)-1) /* Max value of obj->lru */
#define LRU_CLOCK_RESOLUTION 1000 /* LRU clock resolution in ms */

#define OBJ_SHARED_REFCOUNT INT_MAX
typedef struct redisObject {
unsigned type:4;
unsigned encoding:4;
unsigned lru:LRU_BITS; /* LRU time (relative to global lru_clock) or
* LFU data (least significant 8 bits frequency
* and most significant 16 bits access time). */
int refcount;
void *ptr;
} robj;

主体结构就是这个 redisObject,

  • type: 字段表示对象的类型,它对应的就是 redis 的对外暴露的,或者说用户可以使用的五种类型,OBJ_STRING, OBJ_LIST, OBJ_SET, OBJ_ZSET, OBJ_HASH
  • encoding: 字段表示这个对象在 redis 内部的编码方式,由OBJ_ENCODING_开头的 11 种
  • lru: 做LRU替换算法用,占24个bit
  • refcount: 引用计数。它允许robj对象在某些情况下被共享。
  • ptr: 指向底层实现数据结构的指针
    当 type 是 OBJ_STRING 时,表示类型是个 string,它的编码方式 encoding 可能有 OBJ_ENCODING_RAW,OBJ_ENCODING_INT,OBJ_ENCODING_EMBSTR 三种
    当 type 是 OBJ_LIST 时,表示类型是 list,它的编码方式 encoding 是 OBJ_ENCODING_QUICKLIST,对于早一些的版本,2.2这种可能还会使用 OBJ_ENCODING_ZIPLIST,OBJ_ENCODING_LINKEDLIST
    当 type 是 OBJ_SET 时,是个集合,但是得看具体元素的类型,有可能使用整数集合,OBJ_ENCODING_INTSET, 如果元素不全是整型或者数量超过一定限制,那么编码就是 OBJ_ENCODING_HT hash table 了
    当 type 是 OBJ_ZSET 时,是个有序集合,它底层有可能使用的是 OBJ_ENCODING_ZIPLIST 或者 OBJ_ENCODING_SKIPLIST
    当 type 是 OBJ_HASH 时,一开始也是 OBJ_ENCODING_ZIPLIST,然后当数据量大于 hash_max_ziplist_entries 时会转成 OBJ_ENCODING_HT
0%
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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}Nicksxs's Blog - What hurts more, the pain of hard work or the pain of regret?

Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

Maven 翻译为”专家”、”内行”,是 Apache 下的一个纯 Java 开发的开源项目。基于项目对象模型(缩写:POM)概念,Maven利用一个中央信息片断能管理一个项目的构建、报告和文档等步骤。

Maven 是一个项目管理工具,可以对 Java 项目进行构建、依赖管理。

Maven 也可被用于构建和管理各种项目,例如 C#,Ruby,Scala 和其他语言编写的项目。Maven 曾是 Jakarta 项目的子项目,现为由 Apache 软件基金会主持的独立 Apache 项目。

maven也是我们日常项目中实用的包管理工具,相比以前需要用把包下载下来,放进 lib 中,在平时工作中使用的话,其实像 idea 这样的 ide 工具都会自带 maven 工具和插件

maven的基本操作

  • mvn -v
    查看 maven 信息
  • mvn compile
    将 Java 编译成 class 文件
  • mvn test
    执行 test 包下的测试用例
  • mvn package
    将项目打成 jar 包
  • mvn clean
    删除package 在 target 目录下面打出来的 jar 包和 target 目录
  • mvn install
    将打出来的 jar 包复制到 maven 的本地仓库里
  • mvn deploy
    将打出来的 jar 包上传到远程仓库里

与 composer 对比

因为我也是个 PHP 程序员,所以对比一下两种语言,很容易想到在 PHP 的 composer 跟 Java 的 maven 是比较类似的作用,有一点两者是非常相似的,就是原仓库都是因为某些原因连接拉取都会很慢,所以像 composer 会有一些国内源,前阵子阿里也出了一个,类似的 maven 一般也会使用阿里的镜像仓库,通过在 setting.xml 文件中的设置

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<mirrors>
<mirror>
<id>aliyun</id>
<name>aliyun maven</name>
<url>http://maven.aliyun.com/nexus/content/groups/public/</url>
<mirrorOf>central</mirrorOf>
</mirror>
</mirrors>

这算是个尴尬的共同点,然后因为 PHP 是解释型脚本语言,所以 php 打出来的 composer 包其实就是个 php 代码包,使用SPL Autoload等方式加载代码包,maven 包则是经过编译的 class 包,还有一点是 composer 也可以直接使用 github 地址作为包代码的拉取源,这点也是比较大的区别,maven使用 pom 文件管理依赖

maven 的个人小技巧

  • maven 拉取依赖时,同时将 snapshot 也更新了,就是 mvn compile加个-U参数,如果还不行就需要将本地仓库的 snapshot 删掉,
    这个命令的 help 命令解释是 -U,–update-snapshots Forces a check for missing releases and updated snapshots on
    remote repositories,这个在日常使用中还是很经常使用的
  • maven 出现依赖冲突的时候的解决方法
    首先是依赖分析,使用mvn dependency:tree分析下依赖关系,如果要找具体某个包的依赖引用关系可以使用mvn dependency:tree -Dverbose -Dincludes=org.springframework:spring-webmvc命令进行分析,如果发现有冲突的依赖关系,本身 maven 中依赖引用有相对的顺序,大致来说是引用路径短的优先,pom 文件中定义的顺序优先,如果要把冲突的包排除掉可以在 pom 中用
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    <exclusions>
    <exclusion>
    <groupId>ch.qos.logback</groupId>
    <artifactId>logback-classic</artifactId>
    </exclusion>
    </exclusions>
    将冲突的包排除掉
  • maven 依赖的 jdk 版本管理
    前面介绍的mvn -v可以查看 maven 的安装信息
    比如
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    Apache Maven 3.6.3 (cecedd343002696d0abb50b32b541b8a6ba2883f)
    Maven home: /usr/local/Cellar/maven/3.6.3_1/libexec
    Java version: 1.8.0_201, vendor: Oracle Corporation, runtime: /Library/Java/JavaVirtualMachines/jdk1.8.0_201.jdk/Contents/Home/jre
    Default locale: zh_CN, platform encoding: UTF-8
    OS name: "mac os x", version: "10.14.6", arch: "x86_64", family: "mac"
    这里可以看到用了 mac 自带的 jdk1.8,结合我之前碰到的一个问题,因为使用 homebrew 升级了 gradle,而 gradle 又依赖了 jdk13,因为这个 mvn 的 Java version 也变成 jdk13 了,然后 mvn 编译的时候出现了 java.lang.ExceptionInInitializerError: com.sun.tools.javac.code.TypeTags这个问题,所以需要把这个版本给改回来,但是咋改呢,网上搜来的一大堆都是在 pom 文件里的
    source和 target 版本
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    <build>
    <plugins>
    <plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-compiler-plugin</artifactId>
    <configuration>
    <source>1.8</source>
    <target>1.8</target>
    <encoding>UTF-8</encoding>
    </configuration>
    </plugin>
    </plugins>
    <build>
    或者修改 maven 的 setting.xml中的
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    <profiles>
    <profile>
    <id>ngmm-nexus</id>
    <activation>
    <jdk>1.8</jdk>
    </activation>
    <properties>
    <maven.compiler.source>1.8</maven.compiler.source>
    <maven.compiler.target>1.8</maven.compiler.target>
    <maven.compiler.compilerVersion>1.8</maven.compiler.compilerVersion>
    </properties>
    </profile>
    </profiles>
    但是这些都没啥用啊,真正有办法的是建个 .mavenrc,这个顾名思义就是 maven 的资源文件,类似于 .bashrc.zshrc,在里面添加 MAVEN_HOME 和 JAVA_HOME,然后执行 source .mavenrc就 OK 啦

G1: The Garbage-First Collector, 垃圾回收优先的垃圾回收器,目标是用户多核 cpu 和大内存的机器,最大的特点就是可预测的停顿时间,官方给出的介绍是提供一个用户在大的堆内存情况下一个低延迟表现的解决方案,通常是 6GB 及以上的堆大小,有低于 0.5 秒稳定的可预测的停顿时间。

这里主要介绍这个比较新的垃圾回收器,在 G1 之前的垃圾回收器都是基于如下图的内存结构分布,有新生代,老年代和永久代(jdk8 之前),然后G1 往前的那些垃圾回收器都有个分代,比如 serial,parallel 等,一般有个应用的组合,最初的 serial 和 serial old,因为新生代和老年代的收集方式不太一样,新生代主要是标记复制,所以有 eden 跟两个 survival区,老年代一般用标记整理方式,而 G1 对这个不太一样。

看一下 G1 的内存分布

可以看到这有很大的不同,G1 通过将内存分成大小相等的 region,每个region是存在于一个连续的虚拟内存范围,对于某个 region 来说其角色是类似于原来的收集器的Eden、Survivor、Old Generation,这个具体在代码层面

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// We encode the value of the heap region type so the generation can be
// determined quickly. The tag is split into two parts:
//
// major type (young, old, humongous, archive) : top N-1 bits
// minor type (eden / survivor, starts / cont hum, etc.) : bottom 1 bit
//
// If there's need to increase the number of minor types in the
// future, we'll have to increase the size of the latter and hence
// decrease the size of the former.
//
// 00000 0 [ 0] Free
//
// 00001 0 [ 2] Young Mask
// 00001 0 [ 2] Eden
// 00001 1 [ 3] Survivor
//
// 00010 0 [ 4] Humongous Mask
// 00100 0 [ 8] Pinned Mask
// 00110 0 [12] Starts Humongous
// 00110 1 [13] Continues Humongous
//
// 01000 0 [16] Old Mask
//
// 10000 0 [32] Archive Mask
// 11100 0 [56] Open Archive
// 11100 1 [57] Closed Archive
//
typedef enum {
FreeTag = 0,

YoungMask = 2,
EdenTag = YoungMask,
SurvTag = YoungMask + 1,

HumongousMask = 4,
PinnedMask = 8,
StartsHumongousTag = HumongousMask | PinnedMask,
ContinuesHumongousTag = HumongousMask | PinnedMask + 1,

OldMask = 16,
OldTag = OldMask,

// Archive regions are regions with immutable content (i.e. not reclaimed, and
// not allocated into during regular operation). They differ in the kind of references
// allowed for the contained objects:
// - Closed archive regions form a separate self-contained (closed) object graph
// within the set of all of these regions. No references outside of closed
// archive regions are allowed.
// - Open archive regions have no restrictions on the references of their objects.
// Objects within these regions are allowed to have references to objects
// contained in any other kind of regions.
ArchiveMask = 32,
OpenArchiveTag = ArchiveMask | PinnedMask | OldMask,
ClosedArchiveTag = ArchiveMask | PinnedMask | OldMask + 1
} Tag;

hotspot/share/gc/g1/heapRegionType.hpp

当执行垃圾收集时,G1以类似于CMS收集器的方式运行。 G1执行并发全局标记阶段,以确定整个堆中对象的存活性。标记阶段完成后,G1知道哪些region是基本空的。它首先收集这些region,通常会产生大量的可用空间。这就是为什么这种垃圾收集方法称为“垃圾优先”的原因。顾名思义,G1将其收集和压缩活动集中在可能充满可回收对象(即垃圾)的堆区域。 G1使用暂停预测模型来满足用户定义的暂停时间目标,并根据指定的暂停时间目标选择要收集的区域数。

由G1标识为可回收的区域是使用撤离的方式(Evacuation)。 G1将对象从堆的一个或多个区域复制到堆上的单个区域,并在此过程中压缩并释放内存。撤离是在多处理器上并行执行的,以减少暂停时间并增加吞吐量。因此,对于每次垃圾收集,G1都在用户定义的暂停时间内连续工作以减少碎片。这是优于前面两种方法的。 CMS(并发标记扫描)垃圾收集器不进行压缩。 ParallelOld垃圾回收仅执行整个堆压缩,这导致相当长的暂停时间。

需要重点注意的是,G1不是实时收集器。它很有可能达到设定的暂停时间目标,但并非绝对确定。 G1根据先前收集的数据,估算在用户指定的目标时间内可以收集多少个区域。因此,收集器具有收集区域成本的合理准确的模型,并且收集器使用此模型来确定要收集哪些和多少个区域,同时保持在暂停时间目标之内。

注意:G1同时具有并发(与应用程序线程一起运行,例如优化,标记,清理)和并行(多线程,例如stw)阶段。Full GC仍然是单线程的,但是如果正确调优,您的应用程序应该可以避免Full GC。

在前面那篇中在代码层面简单的了解了这个可预测时间的过程,这也是 G1 的一大特点。

今天是农历初八了,年前一个月的时候就准备做下今年的年终总结,可是写了一点觉得太情绪化了,希望后面写个平淡点的,正好最近技术方面还没有看到一个完整成文的内容,就来写一下这一年的总结,尽量少写一点太情绪化的东西。

跳槽

年初换了个公司,也算换了个环境,跟前公司不太一样,做的事情方向也不同,可能是侧重点不同,一开始有些不适应,主要是压力上,会觉得压力比较大,但是总体来说与人相处的部分还是不错的,做的技术方向还是Java,这里也感谢前东家让我有机会转了Java,个人感觉杭州整个市场还是Java比较有优势,不过在开始的时候总觉得对Java有点不适应,应该值得深究的东西还是很多的,而且对于面试来说,也是有很多可以问的,后面慢慢发现除开某里等一线超一线互联网公司之外,大部分的面试还是有大概的套路跟大纲的,不过更细致的则因人而异了,面试有时候也还看缘分,面试官关注的点跟应试者比较契合的话就很容易通过面试,不然的话总会有能刁难或者理性化地说比较难回答的问题。这个后面可以单独说一下,先按下不表。
刚进公司没多久就负责比较重要的项目,工期也比较紧张,整体来说那段时间的压力的确是比较大的,不过总算最后结果不坏,这里应该说对一些原来在前东家都是掌握的不太好的部分,比如maven,其实maven对于java程序员来说还是很重要的,但是我碰到过的面试基本没问过这个,我自己也在后面的面试中没问过相关的,不知道咋问,比如dependence分析、冲突解决,比如对bean的理解,这个算是我一直以来的疑问点,因为以前刚开始学Java学spring,上来就是bean,但是bean到底是啥,IOC是啥,可能网上的文章跟大多数书籍跟我的理解思路不太match,导致一直不能很好的理解这玩意,到后面才理解,要理解这个bean,需要有两个基本概念,一个是面向对象,一个是对象容器跟依赖反转,还是只说到这,后面可以有专题说一下,总之自认为技术上有了不小的长进了,方向上应该是偏实用的。这个重要的项目完成后慢慢能喘口气了,后面也有一些比较紧急且工作量大的,不过在我TL的帮助下还是能尽量协调好资源。

面试

后面因为项目比较多,缺少开发,所以也参与帮忙做一些面试,这里总体感觉是面的候选人还是比较多样的,有些工作了蛮多年但是一些基础问题回答的不好,有些还是在校学生,但是面试技巧不错,针对常见的面试题都有不错的准备,不过还是觉得光靠这些面试题不能完全说明问题,真正工作了需要的是解决问题的人,而不是会背题的,退一步来说能好好准备面试还是比较重要的,也是双向选择中的基本尊重,印象比较深刻的是参加了去杭州某高校的校招面试,感觉参加校招的同学还是很多的,大部分是20年将毕业的研究生,挺多都是基础很扎实,对比起我刚要毕业时还是很汗颜,挺多来面试的同学都非常不错,那天强度也很大,从下午到那开始一直面到六七点,在这祝福那些来面试的同学,也都不容易的,能找到心仪的工作。

技术方向

这一年前大半部分还是比较焦虑不能恢复那种主动找时间学习的状态,可能换了公司是主要的原因,初期有个适应的过程也比较正常,总体来说可能是到九十月份开始慢慢有所改善,对这些方面有学习了下,

  • spring方向,spring真的是个庞然大物,但是还是要先抓住根本,慢慢发散去了解其他的细节,抓住bean的生命周期,当然也不是死记硬背,让我一个个背下来我也不行,但是知道它究竟是干嘛的,有啥用,并且在工作中能用起来是最重要的
  • mysql数据库,这部分主要是关注了mvcc,知道了个大概,源码实现细节还没具体研究,有时间可以来个专题(一大堆待写的内容)
  • java的一些源码,比如aqs这种,结合文章看了下源码,一开始总感觉静不下心来看,然后有一次被LD刺激了下就看完了,包括conditionObject等
  • redis的源码,这里包括了Redis分布式锁和redis的数据结构源码,已经写成文章,不过比较着急成文,所以质量不是特别好,希望后面再来补补
  • jvm源码,这部分正好是想了解下g1收集器,大概把周志明的书看完了,但是还没完整的理解掌握,还有就是g1收集器的部分,一是概念部分大概理解了,后面是就是想从源码层面去学习理解,这也是新一年的主要计划
  • mq的部分是了解了zero copy,sendfile等,跟消息队列主题关系不大🤦‍♂️
    这么看还是学了点东西的,希望新一年再接再厉。

生活

住的地方没变化,主要是周边设施比较方便,暂时没找到更好的就没打算换,主要的问题是没电梯,一开始没觉得有啥,真正住起来还是觉得比较累的,希望后面租的可以有电梯,或者楼层低一点,还有就是要通下水道,第一次让师傅上门,花了两百大洋,后来自学成才了,让师傅通了一次才撑了一个月就不行了,后面自己通的差不多可以撑半年,还是比较有成就感的😀,然后就是跑步了,年初的时候去了紫金港跑步,后面因为工作的原因没去了,但是公司的跑步机倒是让我重拾起这个唯一的运动健身项目,后面因为肠胃问题,体重也需要控制,所以就周末回来也在家这边坚持跑步,下半年的话基本保持每周一次以上,比较那些跑马拉松的大牛还是差距很大,不过也是突破自我了,有一次跑了12公里,最远的距离,而且后面感觉跑十公里也不是特别吃不消了,这一年达成了300公里的目标,体重也稍有下降,比较满意的结果。

期待

希望工作方面技术方面能有所长进,生活上能多点时间陪家人,继续跑步减肥,家人健健康康的,嗯

这应该是 redis 系列的最后一篇了,讲下快表,其实最前面讲的链表在早先的 redis 版本中也作为 list 的数据结构使用过,但是单纯的链表的缺陷之前也说了,插入便利,但是空间利用率低,并且不能进行二分查找等,检索效率低,ziplist 压缩表的产生也是同理,希望获得更好的性能,包括存储空间和访问性能等,原来我也不懂这个快表要怎么快,然后明白了一个道理,其实并没有什么银弹,只是大牛们会在适合的时候使用最适合的数据结构来实现性能的最大化,这里面有一招就是不同数据结构的组合调整,比如 Java 中的 HashMap,在链表节点数大于 8 时会转变成红黑树,以此提高访问效率,不费话了,回到快表,quicklist,这个数据结构主要使用在 list 类型中,如果我说其实这个 quicklist 就是个链表,可能大家不太会相信,但是事实上的确可以认为 quicklist 是个双向链表,看下代码

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/* quicklistNode is a 32 byte struct describing a ziplist for a quicklist.
* We use bit fields keep the quicklistNode at 32 bytes.
* count: 16 bits, max 65536 (max zl bytes is 65k, so max count actually < 32k).
* encoding: 2 bits, RAW=1, LZF=2.
* container: 2 bits, NONE=1, ZIPLIST=2.
* recompress: 1 bit, bool, true if node is temporarry decompressed for usage.
* attempted_compress: 1 bit, boolean, used for verifying during testing.
* extra: 10 bits, free for future use; pads out the remainder of 32 bits */
typedef struct quicklistNode {
struct quicklistNode *prev;
struct quicklistNode *next;
unsigned char *zl;
unsigned int sz; /* ziplist size in bytes */
unsigned int count : 16; /* count of items in ziplist */
unsigned int encoding : 2; /* RAW==1 or LZF==2 */
unsigned int container : 2; /* NONE==1 or ZIPLIST==2 */
unsigned int recompress : 1; /* was this node previous compressed? */
unsigned int attempted_compress : 1; /* node can't compress; too small */
unsigned int extra : 10; /* more bits to steal for future usage */
} quicklistNode;

/* quicklistLZF is a 4+N byte struct holding 'sz' followed by 'compressed'.
* 'sz' is byte length of 'compressed' field.
* 'compressed' is LZF data with total (compressed) length 'sz'
* NOTE: uncompressed length is stored in quicklistNode->sz.
* When quicklistNode->zl is compressed, node->zl points to a quicklistLZF */
typedef struct quicklistLZF {
unsigned int sz; /* LZF size in bytes*/
char compressed[];
} quicklistLZF;

/* quicklist is a 40 byte struct (on 64-bit systems) describing a quicklist.
* 'count' is the number of total entries.
* 'len' is the number of quicklist nodes.
* 'compress' is: -1 if compression disabled, otherwise it's the number
* of quicklistNodes to leave uncompressed at ends of quicklist.
* 'fill' is the user-requested (or default) fill factor. */
typedef struct quicklist {
quicklistNode *head;
quicklistNode *tail;
unsigned long count; /* total count of all entries in all ziplists */
unsigned long len; /* number of quicklistNodes */
int fill : 16; /* fill factor for individual nodes */
unsigned int compress : 16; /* depth of end nodes not to compress;0=off */
} quicklist;

粗略看下,quicklist 里有 head,tail, quicklistNode里有 prev,next 指针,是不是有链表的基本轮廓了,那么为啥这玩意要称为快表呢,快在哪,关键就在这个unsigned char *zl;zl 是不是前面又看到过,就是 ziplist ,这是什么鬼,链表里用压缩表,这不套娃么,先别急,回顾下前面说的 ziplist,ziplist 有哪些特点,内存利用率高,可以从表头快速定位到尾节点,节点可以从后往前找,但是有个缺点,就是从中间插入的效率比较低,需要整体往后移,这个其实是普通数组的优化版,但还是有数组的一些劣势,所以要真的快,是不是可以将链表跟数组真的结合起来。

ziplist

这里有两个 redis 的配置参数,list-max-ziplist-sizelist-compress-depth,先来说第一个,既然快表是将链表跟压缩表数组结合起来使用,那么具体怎么用呢,比如我有一个 10 个元素的 list,那具体怎么放,每个 quicklistNode 里放多大的 ziplist,假如每个快表节点的 ziplist 只放一个元素,那么其实这就退化成了一个链表,如果 10 个元素放在一个 quicklistNode 的 ziplist 里,那就退化成了一个 ziplist,所以有了这个 list-max-ziplist-size,而且它还比较牛,能取正负值,当是正值时,对应的就是每个 quicklistNode 的 ziplist 中的元素个数,比如配置了 list-max-ziplist-size = 5,那么我刚才的 10 个元素的 list 就是一个两个 quicklistNode 组成的快表,每个 quicklistNode 中的 ziplist 包含了五个元素,当 list-max-ziplist-size取负值的时候,它限制了 ziplist 的字节数

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size_t offset = (-fill) - 1;
if (offset < (sizeof(optimization_level) / sizeof(*optimization_level))) {
if (sz <= optimization_level[offset]) {
return 1;
} else {
return 0;
}
} else {
return 0;
}

/* Optimization levels for size-based filling */
static const size_t optimization_level[] = {4096, 8192, 16384, 32768, 65536};

/* Create a new quicklist.
* Free with quicklistRelease(). */
quicklist *quicklistCreate(void) {
struct quicklist *quicklist;

quicklist = zmalloc(sizeof(*quicklist));
quicklist->head = quicklist->tail = NULL;
quicklist->len = 0;
quicklist->count = 0;
quicklist->compress = 0;
quicklist->fill = -2;
return quicklist;
}

这个 fill 就是传进来的 list-max-ziplist-size, 具体对应的就是

  • -5: 每个quicklist节点上的ziplist大小不能超过64 Kb。(注:1kb => 1024 bytes)
  • -4: 每个quicklist节点上的ziplist大小不能超过32 Kb。
  • -3: 每个quicklist节点上的ziplist大小不能超过16 Kb。
  • -2: 每个quicklist节点上的ziplist大小不能超过8 Kb。(-2是Redis给出的默认值)也就是上面的 quicklist->fill = -2;
  • -1: 每个quicklist节点上的ziplist大小不能超过4 Kb。

压缩

list-compress-depth这个参数呢是用来配置压缩的,等等压缩是为啥,不是里面已经是压缩表了么,大牛们就是为了性能殚精竭虑,这里考虑到的是一个场景,一般状况下,list 都是两端的访问频率比较高,那么是不是可以对中间的数据进行压缩,那么这个参数就是用来表示

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/* depth of end nodes not to compress;0=off */
  • 0,代表不压缩,默认值
  • 1,两端各一个节点不压缩
  • 2,两端各两个节点不压缩
  • … 依次类推
    压缩后的 ziplist 就会变成 quicklistLZF,然后替换 zl 指针,这里使用的是 LZF 压缩算法,压缩后的 quicklistLZF 中的 compressed 也是个柔性数组,压缩后的 ziplist 整个就放进这个柔性数组

插入过程

简单说下插入元素的过程

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/* Wrapper to allow argument-based switching between HEAD/TAIL pop */
void quicklistPush(quicklist *quicklist, void *value, const size_t sz,
int where) {
if (where == QUICKLIST_HEAD) {
quicklistPushHead(quicklist, value, sz);
} else if (where == QUICKLIST_TAIL) {
quicklistPushTail(quicklist, value, sz);
}
}

/* Add new entry to head node of quicklist.
*
* Returns 0 if used existing head.
* Returns 1 if new head created. */
int quicklistPushHead(quicklist *quicklist, void *value, size_t sz) {
quicklistNode *orig_head = quicklist->head;
if (likely(
_quicklistNodeAllowInsert(quicklist->head, quicklist->fill, sz))) {
quicklist->head->zl =
ziplistPush(quicklist->head->zl, value, sz, ZIPLIST_HEAD);
quicklistNodeUpdateSz(quicklist->head);
} else {
quicklistNode *node = quicklistCreateNode();
node->zl = ziplistPush(ziplistNew(), value, sz, ZIPLIST_HEAD);

quicklistNodeUpdateSz(node);
_quicklistInsertNodeBefore(quicklist, quicklist->head, node);
}
quicklist->count++;
quicklist->head->count++;
return (orig_head != quicklist->head);
}

/* Add new entry to tail node of quicklist.
*
* Returns 0 if used existing tail.
* Returns 1 if new tail created. */
int quicklistPushTail(quicklist *quicklist, void *value, size_t sz) {
quicklistNode *orig_tail = quicklist->tail;
if (likely(
_quicklistNodeAllowInsert(quicklist->tail, quicklist->fill, sz))) {
quicklist->tail->zl =
ziplistPush(quicklist->tail->zl, value, sz, ZIPLIST_TAIL);
quicklistNodeUpdateSz(quicklist->tail);
} else {
quicklistNode *node = quicklistCreateNode();
node->zl = ziplistPush(ziplistNew(), value, sz, ZIPLIST_TAIL);

quicklistNodeUpdateSz(node);
_quicklistInsertNodeAfter(quicklist, quicklist->tail, node);
}
quicklist->count++;
quicklist->tail->count++;
return (orig_tail != quicklist->tail);
}

/* Wrappers for node inserting around existing node. */
REDIS_STATIC void _quicklistInsertNodeBefore(quicklist *quicklist,
quicklistNode *old_node,
quicklistNode *new_node) {
__quicklistInsertNode(quicklist, old_node, new_node, 0);
}

REDIS_STATIC void _quicklistInsertNodeAfter(quicklist *quicklist,
quicklistNode *old_node,
quicklistNode *new_node) {
__quicklistInsertNode(quicklist, old_node, new_node, 1);
}

/* Insert 'new_node' after 'old_node' if 'after' is 1.
* Insert 'new_node' before 'old_node' if 'after' is 0.
* Note: 'new_node' is *always* uncompressed, so if we assign it to
* head or tail, we do not need to uncompress it. */
REDIS_STATIC void __quicklistInsertNode(quicklist *quicklist,
quicklistNode *old_node,
quicklistNode *new_node, int after) {
if (after) {
new_node->prev = old_node;
if (old_node) {
new_node->next = old_node->next;
if (old_node->next)
old_node->next->prev = new_node;
old_node->next = new_node;
}
if (quicklist->tail == old_node)
quicklist->tail = new_node;
} else {
new_node->next = old_node;
if (old_node) {
new_node->prev = old_node->prev;
if (old_node->prev)
old_node->prev->next = new_node;
old_node->prev = new_node;
}
if (quicklist->head == old_node)
quicklist->head = new_node;
}
/* If this insert creates the only element so far, initialize head/tail. */
if (quicklist->len == 0) {
quicklist->head = quicklist->tail = new_node;
}

if (old_node)
quicklistCompress(quicklist, old_node);

quicklist->len++;
}

前面第一步先根据插入的是头还是尾选择不同的 push 函数,quicklistPushHead 或者 quicklistPushTail,举例分析下从头插入的 quicklistPushHead,先判断当前的 quicklistNode 节点还能不能允许再往 ziplist 里添加元素,如果可以就添加,如果不允许就新建一个 quicklistNode,然后调用 _quicklistInsertNodeBefore 将节点插进去,具体插入quicklist节点的操作类似链表的插入。

前面说了这么些数据结构,其实大家对于 redis 最初的印象应该就是个 key-value 的缓存,类似于 memcache,redis 其实也是个 key-value,key 还是一样的字符串,或者说就是用 redis 自己的动态字符串实现,但是 value 其实就是前面说的那些数据结构,差不多快说完了,还有个 quicklist 后面还有一篇,这里先介绍下 redis 对于这些不同类型的 value 是怎么实现的,首先看下 redisObject 的源码头文件

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/* The actual Redis Object */
#define OBJ_STRING 0 /* String object. */
#define OBJ_LIST 1 /* List object. */
#define OBJ_SET 2 /* Set object. */
#define OBJ_ZSET 3 /* Sorted set object. */
#define OBJ_HASH 4 /* Hash object. */
/*
* Objects encoding. Some kind of objects like Strings and Hashes can be
* internally represented in multiple ways. The 'encoding' field of the object
* is set to one of this fields for this object. */
#define OBJ_ENCODING_RAW 0 /* Raw representation */
#define OBJ_ENCODING_INT 1 /* Encoded as integer */
#define OBJ_ENCODING_HT 2 /* Encoded as hash table */
#define OBJ_ENCODING_ZIPMAP 3 /* Encoded as zipmap */
#define OBJ_ENCODING_LINKEDLIST 4 /* No longer used: old list encoding. */
#define OBJ_ENCODING_ZIPLIST 5 /* Encoded as ziplist */
#define OBJ_ENCODING_INTSET 6 /* Encoded as intset */
#define OBJ_ENCODING_SKIPLIST 7 /* Encoded as skiplist */
#define OBJ_ENCODING_EMBSTR 8 /* Embedded sds string encoding */
#define OBJ_ENCODING_QUICKLIST 9 /* Encoded as linked list of ziplists */
#define OBJ_ENCODING_STREAM 10 /* Encoded as a radix tree of listpacks */

#define LRU_BITS 24
#define LRU_CLOCK_MAX ((1<<LRU_BITS)-1) /* Max value of obj->lru */
#define LRU_CLOCK_RESOLUTION 1000 /* LRU clock resolution in ms */

#define OBJ_SHARED_REFCOUNT INT_MAX
typedef struct redisObject {
unsigned type:4;
unsigned encoding:4;
unsigned lru:LRU_BITS; /* LRU time (relative to global lru_clock) or
* LFU data (least significant 8 bits frequency
* and most significant 16 bits access time). */
int refcount;
void *ptr;
} robj;

主体结构就是这个 redisObject,

  • type: 字段表示对象的类型,它对应的就是 redis 的对外暴露的,或者说用户可以使用的五种类型,OBJ_STRING, OBJ_LIST, OBJ_SET, OBJ_ZSET, OBJ_HASH
  • encoding: 字段表示这个对象在 redis 内部的编码方式,由OBJ_ENCODING_开头的 11 种
  • lru: 做LRU替换算法用,占24个bit
  • refcount: 引用计数。它允许robj对象在某些情况下被共享。
  • ptr: 指向底层实现数据结构的指针
    当 type 是 OBJ_STRING 时,表示类型是个 string,它的编码方式 encoding 可能有 OBJ_ENCODING_RAW,OBJ_ENCODING_INT,OBJ_ENCODING_EMBSTR 三种
    当 type 是 OBJ_LIST 时,表示类型是 list,它的编码方式 encoding 是 OBJ_ENCODING_QUICKLIST,对于早一些的版本,2.2这种可能还会使用 OBJ_ENCODING_ZIPLIST,OBJ_ENCODING_LINKEDLIST
    当 type 是 OBJ_SET 时,是个集合,但是得看具体元素的类型,有可能使用整数集合,OBJ_ENCODING_INTSET, 如果元素不全是整型或者数量超过一定限制,那么编码就是 OBJ_ENCODING_HT hash table 了
    当 type 是 OBJ_ZSET 时,是个有序集合,它底层有可能使用的是 OBJ_ENCODING_ZIPLIST 或者 OBJ_ENCODING_SKIPLIST
    当 type 是 OBJ_HASH 时,一开始也是 OBJ_ENCODING_ZIPLIST,然后当数据量大于 hash_max_ziplist_entries 时会转成 OBJ_ENCODING_HT
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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

看完了村上春树的《1Q84》,这应该是第五本看的他的书了,继 跑步,挪威的森林,刺杀骑士团长,海边的卡夫卡之后,不是其中最长的,好像是海边的卡夫卡还是刺杀骑士团长比较长一点,都是在微信读书上看的,比较方便,最开始在上面看的是高晓松的《鱼羊野史》,不知道为啥取这个名字,但是还是满吸引我的,不过由于去年的种种,没有很多心思把它看完,而且本身的组织形式就是比较松散的,看到哪算哪,其实一些野史部分是我比较喜欢,有些谈到人物的就不太有兴趣,而且类似于大祥哥吃的东西,反正都是哇,怎么这么好吃,嗯,太爱(niu)你(bi)了,高晓松就是这个人是我最喜欢的 xxx 家,我也没去细究过他有没有说重复过,反正是不太爱,后来因为这书还一度对战争史有了浓厚的兴趣,然而事实告诉我,大部头的战争史,其实正史我是真的啃不下去,我可能只对其中 10%的内容感兴趣,不过终于也在今年把它看完了,好像高晓松的晓说也最终季了,貌似其中讲朝鲜战争的还被和谐了,看样子是说出了一些故事(truth)。

本来只是想把 《1Q84》的读后感写下,现在觉得还是把这篇当成我今年的读书总结吧,不过先从《1Q84》说起。

严格来讲,这不是很书面化的读后感,可能我想写的也只是像聊天一样的说下我读过的书,包括的技术博客其实也是类似的,以后或许会转变,但是目前水平如此吧,写多了可能会变好,也可能不会。

开始正文吧,这书有点类似于海边的卡夫卡,一开始是通过两条故事线,穿插着叙述,一条是青豆的,不算是个职业杀手的女杀手,要去解决一个经常家暴的斯文败类,穿着描述得比较性感吧,杀人方式是通过比较长的细针,从脖子后面一个精巧的位置插入,可以造成是未知原因死亡的假象,可能会推断成心梗之类的,这里有个前置的细节,就是青豆是乘坐一辆很高级的出租车,内饰什么的都非常有质感,有点不像一辆出租车,然后车里放了一首比较小众的歌,雅纳切克的《小交响曲》,但是青豆知道它,这跟后面的情节也有些许关系,这是女主人公青豆的出场;相应的男主的出场印象不是太深刻,男主叫天吾,是个不知名的作家,跟一个叫小松的编辑有比较好的关系,虽然天吾还没有拿到比较有分量的奖项,但是小松很看好他,也让他帮忙审校一个新作家奖的投稿文章,虽然天吾自身还没获得过这个奖,天吾还有个正式工作,是当数学老师,天吾在学生时代是个数学天才,但后面有对文学产生了兴趣,文学还不足以养活自己,靠着教课还是能保持温饱;

接下来是正式故事的起点了,就是小松收到了一部小说投稿,名叫《空气蛹》,是个叫深绘里的女孩子投的稿,小松对他赋予了很高的评价,这里好像记岔了,好像是天吾对这部小说很有好感,但是小松比较怀疑,然后小松看了之后也有了浓厚的兴趣,这里就是开端了,小松想让天吾来重写润色这部《空气蛹》,因为故事本身很有分量,但是描写手法叙事方式等都很拙劣,而天吾正好擅长这个,小松对天吾的评价是,描写技巧无可挑剔,就是故事主体的火花还没际遇迸发,需要一个导火索,这个就可以类比我们程序员,很多比较初中级的程序员主要擅长在原来的代码上修修改改或者给他分配个小功能,比较高级的程序员就需要能做一些项目的架构设计,核心的技术方案设计,以前我也觉得写文档这个比较无聊,但是当一个项目真的比较庞大,复杂的时候,整体和核心部分的架构设计和方案还是需要有文档沉淀的,不然别人不知道没法接受,自己过段时间也会忘记。

对于小松的这个建议,他的初衷是想搅一搅这个死气沉沉套路颇深的文坛,因为本身《空气蛹》这部小说的内容很吸引人,小松想通过天吾的润色补充让这部小说冲击新人奖,有种恶作剧的意图,天吾对此表示很多担心和顾虑,小松的这个建议其实也是一种文学作假,有两方面的担心,一方面是原作者深绘里是否同意如此操作,一方面是外界如果发现了这个事实会有什么样的后果,但是小松表示不用担心,前一步由小松牵线,让天吾跟原作者深绘里当面沟通这个代写是否被允许,结果当然是被允许了,这里有了对深绘里的初步描写,按我的理解是比较仙的感觉,然后语言沟通有些吃力,或者说有她自己的特色,当面沟通时貌似是让深绘里回去再考虑下,然后后面再由天吾去深绘里寄宿的戎野老师家沟通具体的细节。

2019年12月18日23:37:19 更新
去到戎野老师家之后,天吾知道了关于深绘里的一些事情,深绘里的父亲与戎野老师应该是老友,深绘里的父亲在当初成立了一个叫”先驱”的公社,一个独立运行的社会组织,以运营农场作为物资来源,追求更为松散的共同体,即不过分激进地公有制,进行松散的共同生活,承认私有财产,简而言之就是这样一个能稳定存活下来的独立社会组织,但是随着稳定运行,内部的激进派和稳健派开始出现分歧,不可磨合,后来两派就分裂了,深绘里的父亲,深田保留在了稳健派,但是此时其实深田保内心是矛盾的,以为一开始其实是他倡导的独立革命才组织起了这群人,然而现在他又认清了现实社会已经不太相信能通过革命来独立的可能性,后来激进派便开始越加封闭,而且进行军事训练和思想教育,而后这个先驱的激进派别便有了新的名字”黎明”,深绘里也是在此时从先驱逃离来投靠戎野老师
暂时先写到这,未完待续~

今天看了一下 redis 分布式锁 redlock 的实现,简单记录下,

加锁

原先我对 redis 锁的概念就是加锁使用 setnx,解锁使用 lua 脚本,但是 setnx 具体是啥,lua 脚本是啥不是很清楚
首先简单思考下这个问题,首先为啥不是先 get 一下 key 存不存在,然后再 set 一个 key value,因为加锁这个操作我们是要保证两点,一个是不能中途被打断,也就是说要原子性,如果是先 get 一下 key,如果不存在再 set 值的话,那就不是原子操作了;第二个是可不可以直接 set 值呢,显然不行,锁要保证唯一性,有且只能有一个线程或者其他应用单位获得该锁,正好 setnx 给了我们这种原子命令

然后是 setnx 的键和值分别是啥,键比较容易想到是要锁住的资源,比如 user_id, 这里有个我自己之前比较容易陷进去的误区,但是这个误区后
面再说,这里其实是把user_id 作为要锁住的资源,在我获得锁的时候别的线程不允许操作,以此保证业务的正确性,不会被多个线程同时修改,确定了键,再来看看值是啥,其实原先我认为值是啥都没关系,我只要锁住了,光键就够我用了,但是考虑下多个线程的问题,如果我这个线程加了锁,然后我因为 gc 停顿等原因卡死了,这个时候redis 的锁或者说就是 redis 的缓存已经过期了,这时候另一个线程获得锁成功,然后我这个线程又活过来了,然后我就仍然认为我拿着锁,我去对数据进行修改或者释放锁,是不是就出现问题了,所以是不是我们还需要一个东西来区分这个锁是哪个线程加的,所以我们可以将值设置成为一个线程独有识别的值,至少在相对长的一段时间内不会重复。

上面其实还有两个问题,一个是当 gc 超时时,我这个线程如何知道我手里的锁已经过期了,一种方法是我在加好锁之后就维护一个超时时间,这里其实还有个问题,不过跟第二个问题相关,就一起说了,就是设置超时时间,有些对于不是锁的 redis 缓存操作可以是先设置好值,然后在设置过期时间,那么这就又有上面说到的不是原子性的问题,那么就需要在同一条指令里把超时时间也设置了,幸好 redis 提供了这种支持

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SET resource_name my_random_value NX PX 30000

这里借鉴一下解释下,resource_name就是 key,代表要锁住的东西,my_random_value就是识别我这个线程的,NX代表只有在不存在的时候才设置,然后PX 30000表示超时时间是 30秒自动过期

PS:记录下我原先有的一个误区,是不是要用 key 来区分加锁的线程,这样只有一个用处,就是自身线程可以识别是否是自己加的锁,但是最大的问题是别的线程不知道,其实这个用户的出发点是我在担心前面提过的一个问题,就是当 gc 停顿后,我要去判断当前的这个锁是否是我加的,还有就是当释放锁的时候,如果保证不会错误释放了其他线程加的锁,但是这样附带很多其他问题,最大的就是其他线程怎么知道能不能加这个锁。

解锁

当线程在锁过期之前就处理完了业务逻辑,那就可以提前释放这个锁,那么提前释放要怎么操作,直接del key显然是不行的,因为这样就是我前面想用线程随机值加资源名作为锁的初衷,我不能去释放别的线程加的锁,那么我要怎么办呢,先 get 一下看是不是我的?那又变成非原子的操作了,幸好redis 也考虑到了这个问题,给了lua 脚本来操作这种

1
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if redis.call("get",KEYS[1]) == ARGV[1] then
return redis.call("del",KEYS[1])
else
return 0
end

这里的KEYS[1]就是前面加锁的resource_name,ARGV[1]就是线程的随机值my_random_value

多节点

前面说的其实是单节点 redis 作为分布式锁的情况,那么当我们的 redis 有多节点的情况呢,如果多节点下处于加锁或者解锁或者锁有效情况下
redis 的某个节点宕掉了怎么办,这里就有一些需要思考的地方,是否单独搞一个单节点的 redis作为分布式锁专用的,但是如果这个单节点的挂了呢,还有就是成本问题,所以我们需要一个多节点的分布式锁方案
这里就引出了开头说到的redlock,这个可是 redis的作者写的, 他的加锁过程是分以下几步去做这个事情

  • 获取当前时间(毫秒数)。
  • 按顺序依次向N个Redis节点执行获取锁的操作。这个获取操作跟前面基于单Redis节点的获取锁的过程相同,包含随机字符串my_random_value,也包含过期时间(比如PX 30000,即锁的有效时间)。为了保证在某个Redis节点不可用的时候算法能够继续运行,这个获取锁的操作还有一个超时时间(time out),它要远小于锁的有效时间(几十毫秒量级)。客户端在向某个Redis节点获取锁失败以后,应该立即尝试下一个Redis节点。这里的失败,应该包含任何类型的失败,比如该Redis节点不可用,或者该Redis节点上的锁已经被其它客户端持有(注:Redlock原文中这里只提到了Redis节点不可用的情况,但也应该包含其它的失败情况)。
  • 计算整个获取锁的过程总共消耗了多长时间,计算方法是用当前时间减去第1步记录的时间。如果客户端从大多数Redis节点(>= N/2+1)成功获取到了锁,并且获取锁总共消耗的时间没有超过锁的有效时间(lock validity time),那么这时客户端才认为最终获取锁成功;否则,认为最终获取锁失败。
  • 如果最终获取锁成功了,那么这个锁的有效时间应该重新计算,它等于最初的锁的有效时间减去第3步计算出来的获取锁消耗的时间。
  • 如果最终获取锁失败了(可能由于获取到锁的Redis节点个数少于N/2+1,或者整个获取锁的过程消耗的时间超过了锁的最初有效时间),那么客户端应该立即向所有Redis节点发起释放锁的操作(即前面介绍的Redis Lua脚本)。
    释放锁的过程比较简单:客户端向所有Redis节点发起释放锁的操作,不管这些节点当时在获取锁的时候成功与否。这里为什么要向所有的节点发送释放锁的操作呢,这里是因为有部分的节点的失败原因可能是加锁时阻塞,加锁成功的结果没有及时返回,所以为了防止这种情况还是需要向所有发起这个释放锁的操作。
    初步记录就先到这。

对 Java 的 gc 实现比较感兴趣,原先一般都是看周志明的书,但其实并没有讲具体的 gc 源码,而是把整个思路和流程讲解了一下
特别是 G1 的具体实现
一般对 G1 的理解其实就是把原先整块的新生代老年代分成了以 region 为单位的小块内存,简而言之,就是原先对新生代老年代的收集会涉及到整个代的堆内存空间,而G1 把它变成了更细致的小块内存
这带来了一个很明显的好处和一个很明显的坏处,好处是内存收集可以更灵活,耗时会变短,但整个收集的处理复杂度就变高了
目前看了一点点关于 G1 收集的预期时间相关的代码

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HeapWord* G1CollectedHeap::do_collection_pause(size_t word_size,
uint gc_count_before,
bool* succeeded,
GCCause::Cause gc_cause) {
assert_heap_not_locked_and_not_at_safepoint();
VM_G1CollectForAllocation op(word_size,
gc_count_before,
gc_cause,
false, /* should_initiate_conc_mark */
g1_policy()->max_pause_time_ms());
VMThread::execute(&op);

HeapWord* result = op.result();
bool ret_succeeded = op.prologue_succeeded() && op.pause_succeeded();
assert(result == NULL || ret_succeeded,
"the result should be NULL if the VM did not succeed");
*succeeded = ret_succeeded;

assert_heap_not_locked();
return result;
}

这里就是收集时需要停顿的,其中VMThread::execute(&op);是具体执行的,真正执行的是VM_G1CollectForAllocation::doit方法

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void VM_G1CollectForAllocation::doit() {
G1CollectedHeap* g1h = G1CollectedHeap::heap();
assert(!_should_initiate_conc_mark || g1h->should_do_concurrent_full_gc(_gc_cause),
"only a GC locker, a System.gc(), stats update, whitebox, or a hum allocation induced GC should start a cycle");

if (_word_size > 0) {
// An allocation has been requested. So, try to do that first.
_result = g1h->attempt_allocation_at_safepoint(_word_size,
false /* expect_null_cur_alloc_region */);
if (_result != NULL) {
// If we can successfully allocate before we actually do the
// pause then we will consider this pause successful.
_pause_succeeded = true;
return;
}
}

GCCauseSetter x(g1h, _gc_cause);
if (_should_initiate_conc_mark) {
// It's safer to read old_marking_cycles_completed() here, given
// that noone else will be updating it concurrently. Since we'll
// only need it if we're initiating a marking cycle, no point in
// setting it earlier.
_old_marking_cycles_completed_before = g1h->old_marking_cycles_completed();

// At this point we are supposed to start a concurrent cycle. We
// will do so if one is not already in progress.
bool res = g1h->g1_policy()->force_initial_mark_if_outside_cycle(_gc_cause);

// The above routine returns true if we were able to force the
// next GC pause to be an initial mark; it returns false if a
// marking cycle is already in progress.
//
// If a marking cycle is already in progress just return and skip the
// pause below - if the reason for requesting this initial mark pause
// was due to a System.gc() then the requesting thread should block in
// doit_epilogue() until the marking cycle is complete.
//
// If this initial mark pause was requested as part of a humongous
// allocation then we know that the marking cycle must just have
// been started by another thread (possibly also allocating a humongous
// object) as there was no active marking cycle when the requesting
// thread checked before calling collect() in
// attempt_allocation_humongous(). Retrying the GC, in this case,
// will cause the requesting thread to spin inside collect() until the
// just started marking cycle is complete - which may be a while. So
// we do NOT retry the GC.
if (!res) {
assert(_word_size == 0, "Concurrent Full GC/Humongous Object IM shouldn't be allocating");
if (_gc_cause != GCCause::_g1_humongous_allocation) {
_should_retry_gc = true;
}
return;
}
}

// Try a partial collection of some kind.
_pause_succeeded = g1h->do_collection_pause_at_safepoint(_target_pause_time_ms);

if (_pause_succeeded) {
if (_word_size > 0) {
// An allocation had been requested. Do it, eventually trying a stronger
// kind of GC.
_result = g1h->satisfy_failed_allocation(_word_size, &_pause_succeeded);
} else {
bool should_upgrade_to_full = !g1h->should_do_concurrent_full_gc(_gc_cause) &&
!g1h->has_regions_left_for_allocation();
if (should_upgrade_to_full) {
// There has been a request to perform a GC to free some space. We have no
// information on how much memory has been asked for. In case there are
// absolutely no regions left to allocate into, do a maximally compacting full GC.
log_info(gc, ergo)("Attempting maximally compacting collection");
_pause_succeeded = g1h->do_full_collection(false, /* explicit gc */
true /* clear_all_soft_refs */);
}
}
guarantee(_pause_succeeded, "Elevated collections during the safepoint must always succeed.");
} else {
assert(_result == NULL, "invariant");
// The only reason for the pause to not be successful is that, the GC locker is
// active (or has become active since the prologue was executed). In this case
// we should retry the pause after waiting for the GC locker to become inactive.
_should_retry_gc = true;
}
}

这里可以看到核心的是G1CollectedHeap::do_collection_pause_at_safepoint这个方法,它带上了目标暂停时间的值

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G1CollectedHeap::do_collection_pause_at_safepoint(double target_pause_time_ms) {
assert_at_safepoint_on_vm_thread();
guarantee(!is_gc_active(), "collection is not reentrant");

if (GCLocker::check_active_before_gc()) {
return false;
}

_gc_timer_stw->register_gc_start();

GCIdMark gc_id_mark;
_gc_tracer_stw->report_gc_start(gc_cause(), _gc_timer_stw->gc_start());

SvcGCMarker sgcm(SvcGCMarker::MINOR);
ResourceMark rm;

g1_policy()->note_gc_start();

wait_for_root_region_scanning();

print_heap_before_gc();
print_heap_regions();
trace_heap_before_gc(_gc_tracer_stw);

_verifier->verify_region_sets_optional();
_verifier->verify_dirty_young_regions();

// We should not be doing initial mark unless the conc mark thread is running
if (!_cm_thread->should_terminate()) {
// This call will decide whether this pause is an initial-mark
// pause. If it is, in_initial_mark_gc() will return true
// for the duration of this pause.
g1_policy()->decide_on_conc_mark_initiation();
}

// We do not allow initial-mark to be piggy-backed on a mixed GC.
assert(!collector_state()->in_initial_mark_gc() ||
collector_state()->in_young_only_phase(), "sanity");

// We also do not allow mixed GCs during marking.
assert(!collector_state()->mark_or_rebuild_in_progress() || collector_state()->in_young_only_phase(), "sanity");

// Record whether this pause is an initial mark. When the current
// thread has completed its logging output and it's safe to signal
// the CM thread, the flag's value in the policy has been reset.
bool should_start_conc_mark = collector_state()->in_initial_mark_gc();

// Inner scope for scope based logging, timers, and stats collection
{
EvacuationInfo evacuation_info;

if (collector_state()->in_initial_mark_gc()) {
// We are about to start a marking cycle, so we increment the
// full collection counter.
increment_old_marking_cycles_started();
_cm->gc_tracer_cm()->set_gc_cause(gc_cause());
}

_gc_tracer_stw->report_yc_type(collector_state()->yc_type());

GCTraceCPUTime tcpu;

G1HeapVerifier::G1VerifyType verify_type;
FormatBuffer<> gc_string("Pause Young ");
if (collector_state()->in_initial_mark_gc()) {
gc_string.append("(Concurrent Start)");
verify_type = G1HeapVerifier::G1VerifyConcurrentStart;
} else if (collector_state()->in_young_only_phase()) {
if (collector_state()->in_young_gc_before_mixed()) {
gc_string.append("(Prepare Mixed)");
} else {
gc_string.append("(Normal)");
}
verify_type = G1HeapVerifier::G1VerifyYoungNormal;
} else {
gc_string.append("(Mixed)");
verify_type = G1HeapVerifier::G1VerifyMixed;
}
GCTraceTime(Info, gc) tm(gc_string, NULL, gc_cause(), true);

uint active_workers = AdaptiveSizePolicy::calc_active_workers(workers()->total_workers(),
workers()->active_workers(),
Threads::number_of_non_daemon_threads());
active_workers = workers()->update_active_workers(active_workers);
log_info(gc,task)("Using %u workers of %u for evacuation", active_workers, workers()->total_workers());

TraceCollectorStats tcs(g1mm()->incremental_collection_counters());
TraceMemoryManagerStats tms(&_memory_manager, gc_cause(),
collector_state()->yc_type() == Mixed /* allMemoryPoolsAffected */);

G1HeapTransition heap_transition(this);
size_t heap_used_bytes_before_gc = used();

// Don't dynamically change the number of GC threads this early. A value of
// 0 is used to indicate serial work. When parallel work is done,
// it will be set.

{ // Call to jvmpi::post_class_unload_events must occur outside of active GC
IsGCActiveMark x;

gc_prologue(false);

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets before GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_before_gc(verify_type);

_verifier->check_bitmaps("GC Start");

#if COMPILER2_OR_JVMCI
DerivedPointerTable::clear();
#endif

// Please see comment in g1CollectedHeap.hpp and
// G1CollectedHeap::ref_processing_init() to see how
// reference processing currently works in G1.

// Enable discovery in the STW reference processor
_ref_processor_stw->enable_discovery();

{
// We want to temporarily turn off discovery by the
// CM ref processor, if necessary, and turn it back on
// on again later if we do. Using a scoped
// NoRefDiscovery object will do this.
NoRefDiscovery no_cm_discovery(_ref_processor_cm);

// Forget the current alloc region (we might even choose it to be part
// of the collection set!).
_allocator->release_mutator_alloc_region();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
//
// Preserving the old comment here if that helps the investigation:
//
// The elapsed time induced by the start time below deliberately elides
// the possible verification above.
double sample_start_time_sec = os::elapsedTime();

g1_policy()->record_collection_pause_start(sample_start_time_sec);

if (collector_state()->in_initial_mark_gc()) {
concurrent_mark()->pre_initial_mark();
}

g1_policy()->finalize_collection_set(target_pause_time_ms, &_survivor);

evacuation_info.set_collectionset_regions(collection_set()->region_length());

// Make sure the remembered sets are up to date. This needs to be
// done before register_humongous_regions_with_cset(), because the
// remembered sets are used there to choose eager reclaim candidates.
// If the remembered sets are not up to date we might miss some
// entries that need to be handled.
g1_rem_set()->cleanupHRRS();

register_humongous_regions_with_cset();

assert(_verifier->check_cset_fast_test(), "Inconsistency in the InCSetState table.");

// We call this after finalize_cset() to
// ensure that the CSet has been finalized.
_cm->verify_no_cset_oops();

if (_hr_printer.is_active()) {
G1PrintCollectionSetClosure cl(&_hr_printer);
_collection_set.iterate(&cl);
}

// Initialize the GC alloc regions.
_allocator->init_gc_alloc_regions(evacuation_info);

G1ParScanThreadStateSet per_thread_states(this, workers()->active_workers(), collection_set()->young_region_length());
pre_evacuate_collection_set();

// Actually do the work...
evacuate_collection_set(&per_thread_states);

post_evacuate_collection_set(evacuation_info, &per_thread_states);

const size_t* surviving_young_words = per_thread_states.surviving_young_words();
free_collection_set(&_collection_set, evacuation_info, surviving_young_words);

eagerly_reclaim_humongous_regions();

record_obj_copy_mem_stats();
_survivor_evac_stats.adjust_desired_plab_sz();
_old_evac_stats.adjust_desired_plab_sz();

double start = os::elapsedTime();
start_new_collection_set();
g1_policy()->phase_times()->record_start_new_cset_time_ms((os::elapsedTime() - start) * 1000.0);

if (evacuation_failed()) {
set_used(recalculate_used());
if (_archive_allocator != NULL) {
_archive_allocator->clear_used();
}
for (uint i = 0; i < ParallelGCThreads; i++) {
if (_evacuation_failed_info_array[i].has_failed()) {
_gc_tracer_stw->report_evacuation_failed(_evacuation_failed_info_array[i]);
}
}
} else {
// The "used" of the the collection set have already been subtracted
// when they were freed. Add in the bytes evacuated.
increase_used(g1_policy()->bytes_copied_during_gc());
}

if (collector_state()->in_initial_mark_gc()) {
// We have to do this before we notify the CM threads that
// they can start working to make sure that all the
// appropriate initialization is done on the CM object.
concurrent_mark()->post_initial_mark();
// Note that we don't actually trigger the CM thread at
// this point. We do that later when we're sure that
// the current thread has completed its logging output.
}

allocate_dummy_regions();

_allocator->init_mutator_alloc_region();

{
size_t expand_bytes = _heap_sizing_policy->expansion_amount();
if (expand_bytes > 0) {
size_t bytes_before = capacity();
// No need for an ergo logging here,
// expansion_amount() does this when it returns a value > 0.
double expand_ms;
if (!expand(expand_bytes, _workers, &expand_ms)) {
// We failed to expand the heap. Cannot do anything about it.
}
g1_policy()->phase_times()->record_expand_heap_time(expand_ms);
}
}

// We redo the verification but now wrt to the new CSet which
// has just got initialized after the previous CSet was freed.
_cm->verify_no_cset_oops();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
double sample_end_time_sec = os::elapsedTime();
double pause_time_ms = (sample_end_time_sec - sample_start_time_sec) * MILLIUNITS;
size_t total_cards_scanned = g1_policy()->phase_times()->sum_thread_work_items(G1GCPhaseTimes::ScanRS, G1GCPhaseTimes::ScanRSScannedCards);
g1_policy()->record_collection_pause_end(pause_time_ms, total_cards_scanned, heap_used_bytes_before_gc);

evacuation_info.set_collectionset_used_before(collection_set()->bytes_used_before());
evacuation_info.set_bytes_copied(g1_policy()->bytes_copied_during_gc());

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets after GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_after_gc(verify_type);
_verifier->check_bitmaps("GC End");

assert(!_ref_processor_stw->discovery_enabled(), "Postcondition");
_ref_processor_stw->verify_no_references_recorded();

// CM reference discovery will be re-enabled if necessary.
}

#ifdef TRACESPINNING
ParallelTaskTerminator::print_termination_counts();
#endif

gc_epilogue(false);
}

// Print the remainder of the GC log output.
if (evacuation_failed()) {
log_info(gc)("To-space exhausted");
}

g1_policy()->print_phases();
heap_transition.print();

// It is not yet to safe to tell the concurrent mark to
// start as we have some optional output below. We don't want the
// output from the concurrent mark thread interfering with this
// logging output either.

_hrm.verify_optional();
_verifier->verify_region_sets_optional();

TASKQUEUE_STATS_ONLY(print_taskqueue_stats());
TASKQUEUE_STATS_ONLY(reset_taskqueue_stats());

print_heap_after_gc();
print_heap_regions();
trace_heap_after_gc(_gc_tracer_stw);

// We must call G1MonitoringSupport::update_sizes() in the same scoping level
// as an active TraceMemoryManagerStats object (i.e. before the destructor for the
// TraceMemoryManagerStats is called) so that the G1 memory pools are updated
// before any GC notifications are raised.
g1mm()->update_sizes();

_gc_tracer_stw->report_evacuation_info(&evacuation_info);
_gc_tracer_stw->report_tenuring_threshold(_g1_policy->tenuring_threshold());
_gc_timer_stw->register_gc_end();
_gc_tracer_stw->report_gc_end(_gc_timer_stw->gc_end(), _gc_timer_stw->time_partitions());
}
// It should now be safe to tell the concurrent mark thread to start
// without its logging output interfering with the logging output
// that came from the pause.

if (should_start_conc_mark) {
// CAUTION: after the doConcurrentMark() call below,
// the concurrent marking thread(s) could be running
// concurrently with us. Make sure that anything after
// this point does not assume that we are the only GC thread
// running. Note: of course, the actual marking work will
// not start until the safepoint itself is released in
// SuspendibleThreadSet::desynchronize().
do_concurrent_mark();
}

return true;
}

往下走就是这一步G1Policy::finalize_collection_set,去处理新生代和老年代

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void G1Policy::finalize_collection_set(double target_pause_time_ms, G1SurvivorRegions* survivor) {
double time_remaining_ms = _collection_set->finalize_young_part(target_pause_time_ms, survivor);
_collection_set->finalize_old_part(time_remaining_ms);
}

这里分别调用了两个方法,可以看到剩余时间是往下传的,来看一下具体的方法

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double G1CollectionSet::finalize_young_part(double target_pause_time_ms, G1SurvivorRegions* survivors) {
double young_start_time_sec = os::elapsedTime();

finalize_incremental_building();

guarantee(target_pause_time_ms > 0.0,
"target_pause_time_ms = %1.6lf should be positive", target_pause_time_ms);

size_t pending_cards = _policy->pending_cards();
double base_time_ms = _policy->predict_base_elapsed_time_ms(pending_cards);
double time_remaining_ms = MAX2(target_pause_time_ms - base_time_ms, 0.0);

log_trace(gc, ergo, cset)("Start choosing CSet. pending cards: " SIZE_FORMAT " predicted base time: %1.2fms remaining time: %1.2fms target pause time: %1.2fms",
pending_cards, base_time_ms, time_remaining_ms, target_pause_time_ms);

// The young list is laid with the survivor regions from the previous
// pause are appended to the RHS of the young list, i.e.
// [Newly Young Regions ++ Survivors from last pause].

uint survivor_region_length = survivors->length();
uint eden_region_length = _g1h->eden_regions_count();
init_region_lengths(eden_region_length, survivor_region_length);

verify_young_cset_indices();

// Clear the fields that point to the survivor list - they are all young now.
survivors->convert_to_eden();

_bytes_used_before = _inc_bytes_used_before;
time_remaining_ms = MAX2(time_remaining_ms - _inc_predicted_elapsed_time_ms, 0.0);

log_trace(gc, ergo, cset)("Add young regions to CSet. eden: %u regions, survivors: %u regions, predicted young region time: %1.2fms, target pause time: %1.2fms",
eden_region_length, survivor_region_length, _inc_predicted_elapsed_time_ms, target_pause_time_ms);

// The number of recorded young regions is the incremental
// collection set's current size
set_recorded_rs_lengths(_inc_recorded_rs_lengths);

double young_end_time_sec = os::elapsedTime();
phase_times()->record_young_cset_choice_time_ms((young_end_time_sec - young_start_time_sec) * 1000.0);

return time_remaining_ms;
}

下面是老年代的部分

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void G1CollectionSet::finalize_old_part(double time_remaining_ms) {
double non_young_start_time_sec = os::elapsedTime();
double predicted_old_time_ms = 0.0;

if (collector_state()->in_mixed_phase()) {
cset_chooser()->verify();
const uint min_old_cset_length = _policy->calc_min_old_cset_length();
const uint max_old_cset_length = _policy->calc_max_old_cset_length();

uint expensive_region_num = 0;
bool check_time_remaining = _policy->adaptive_young_list_length();

HeapRegion* hr = cset_chooser()->peek();
while (hr != NULL) {
if (old_region_length() >= max_old_cset_length) {
// Added maximum number of old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached max). old %u regions, max %u regions",
old_region_length(), max_old_cset_length);
break;
}

// Stop adding regions if the remaining reclaimable space is
// not above G1HeapWastePercent.
size_t reclaimable_bytes = cset_chooser()->remaining_reclaimable_bytes();
double reclaimable_percent = _policy->reclaimable_bytes_percent(reclaimable_bytes);
double threshold = (double) G1HeapWastePercent;
if (reclaimable_percent <= threshold) {
// We've added enough old regions that the amount of uncollected
// reclaimable space is at or below the waste threshold. Stop
// adding old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (reclaimable percentage not over threshold). "
"old %u regions, max %u regions, reclaimable: " SIZE_FORMAT "B (%1.2f%%) threshold: " UINTX_FORMAT "%%",
old_region_length(), max_old_cset_length, reclaimable_bytes, reclaimable_percent, G1HeapWastePercent);
break;
}

double predicted_time_ms = predict_region_elapsed_time_ms(hr);
if (check_time_remaining) {
if (predicted_time_ms > time_remaining_ms) {
// Too expensive for the current CSet.

if (old_region_length() >= min_old_cset_length) {
// We have added the minimum number of old regions to the CSet,
// we are done with this CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (predicted time is too high). "
"predicted time: %1.2fms, remaining time: %1.2fms old %u regions, min %u regions",
predicted_time_ms, time_remaining_ms, old_region_length(), min_old_cset_length);
break;
}

// We'll add it anyway given that we haven't reached the
// minimum number of old regions.
expensive_region_num += 1;
}
} else {
if (old_region_length() >= min_old_cset_length) {
// In the non-auto-tuning case, we'll finish adding regions
// to the CSet if we reach the minimum.

log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached min). old %u regions, min %u regions",
old_region_length(), min_old_cset_length);
break;
}
}

// We will add this region to the CSet.
time_remaining_ms = MAX2(time_remaining_ms - predicted_time_ms, 0.0);
predicted_old_time_ms += predicted_time_ms;
cset_chooser()->pop(); // already have region via peek()
_g1h->old_set_remove(hr);
add_old_region(hr);

hr = cset_chooser()->peek();
}
if (hr == NULL) {
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (candidate old regions not available)");
}

if (expensive_region_num > 0) {
// We print the information once here at the end, predicated on
// whether we added any apparently expensive regions or not, to
// avoid generating output per region.
log_debug(gc, ergo, cset)("Added expensive regions to CSet (old CSet region num not reached min)."
"old: %u regions, expensive: %u regions, min: %u regions, remaining time: %1.2fms",
old_region_length(), expensive_region_num, min_old_cset_length, time_remaining_ms);
}

cset_chooser()->verify();
}

stop_incremental_building();

log_debug(gc, ergo, cset)("Finish choosing CSet. old: %u regions, predicted old region time: %1.2fms, time remaining: %1.2f",
old_region_length(), predicted_old_time_ms, time_remaining_ms);

double non_young_end_time_sec = os::elapsedTime();
phase_times()->record_non_young_cset_choice_time_ms((non_young_end_time_sec - non_young_start_time_sec) * 1000.0);

QuickSort::sort(_collection_set_regions, _collection_set_cur_length, compare_region_idx, true);
}

上面第三行是个判断,当前是否是 mixed 回收阶段,如果不是的话其实是没有老年代什么事的,所以可以看到代码基本是从这个 if 判断
if (collector_state()->in_mixed_phase()) {开始往下走的
先写到这,偏向于做笔记用,有错轻拍

最近看了大神的 AQS 的文章,之前总是断断续续地看一点,每次都知难而退,下次看又从头开始,昨天总算硬着头皮看完了第一部分
首先 AQS 只要有这些属性

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// 头结点,你直接把它当做 当前持有锁的线程 可能是最好理解的
private transient volatile Node head;

// 阻塞的尾节点,每个新的节点进来,都插入到最后,也就形成了一个链表
private transient volatile Node tail;

// 这个是最重要的,代表当前锁的状态,0代表没有被占用,大于 0 代表有线程持有当前锁
// 这个值可以大于 1,是因为锁可以重入,每次重入都加上 1
private volatile int state;

// 代表当前持有独占锁的线程,举个最重要的使用例子,因为锁可以重入
// reentrantLock.lock()可以嵌套调用多次,所以每次用这个来判断当前线程是否已经拥有了锁
// if (currentThread == getExclusiveOwnerThread()) {state++}
private transient Thread exclusiveOwnerThread; //继承自AbstractOwnableSynchronizer

大概了解了 aqs 底层的双向等待队列,
结构是这样的

每个 node 里面主要是的代码结构也比较简单

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static final class Node {
// 标识节点当前在共享模式下
static final Node SHARED = new Node();
// 标识节点当前在独占模式下
static final Node EXCLUSIVE = null;

// ======== 下面的几个int常量是给waitStatus用的 ===========
/** waitStatus value to indicate thread has cancelled */
// 代码此线程取消了争抢这个锁
static final int CANCELLED = 1;
/** waitStatus value to indicate successor's thread needs unparking */
// 官方的描述是,其表示当前node的后继节点对应的线程需要被唤醒
static final int SIGNAL = -1;
/** waitStatus value to indicate thread is waiting on condition */
// 本文不分析condition,所以略过吧,下一篇文章会介绍这个
static final int CONDITION = -2;
/**
* waitStatus value to indicate the next acquireShared should
* unconditionally propagate
*/
// 同样的不分析,略过吧
static final int PROPAGATE = -3;
// =====================================================


// 取值为上面的1、-1、-2、-3,或者0(以后会讲到)
// 这么理解,暂时只需要知道如果这个值 大于0 代表此线程取消了等待,
// ps: 半天抢不到锁,不抢了,ReentrantLock是可以指定timeouot的。。。
volatile int waitStatus;
// 前驱节点的引用
volatile Node prev;
// 后继节点的引用
volatile Node next;
// 这个就是线程本尊
volatile Thread thread;

}

其实可以主要关注这个 waitStatus 因为这个是后面的节点给前面的节点设置的,等于-1 的时候代表后面有节点等待,需要去唤醒,
这里使用了一个变种的 CLH 队列实现,CLH 队列相关内容可以查看这篇 自旋锁、排队自旋锁、MCS锁、CLH锁

目前公司要对一些新的产品功能做灰度测试,因为在后端业务代码层面添加判断比较麻烦,所以想在nginx上做点手脚,就想到了openresty
前后也踩了不少坑,这边先写一点

首先是日志
error_log logs/error.log debug;
需要nginx开启日志的debug才能看到日志

使用 lua_code_cache off即可, 另外注意只有使用 content_by_lua_file 才会生效

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http {
lua_code_cache off;
}

location ~* /(\d+-.*)/api/orgunits/load_all(.*) {
default_type 'application/json;charset=utf-8';
content_by_lua_file /data/projects/xxx/current/lua/controller/load_data.lua;
}

使用lua给nginx请求response头添加内容可以用这个

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ngx.header['response'] = 'header'

使用总结

后续:

  1. 一开始在本地环境的时候使用content_by_lua_file只关注了头,后来发到测试环境发现请求内容都没代理转发到后端服务上
    网上查了下发现content_by_lua_file是将请求的所有内容包括response都用这里面的lua脚本生成了,content这个词就表示是请求内容
    后来改成了access_by_lua_file就正常了,只是要去获取请求内容和修改响应头,并不是要完整的接管请求

  2. 后来又碰到了一个坑是nginx有个client_body_buffer_size的配置参数,nginx在32位和64位系统里有8K和16K两个默认值,当请求内容大于这两个值的时候,会把请求内容放到临时文件里,这个时候openresty里的ngx.req.get_post_args()就会报“failed to get post args: requesty body in temp file not supported”这个错误,将client_body_buffer_size这个参数配置调大一点就好了

  3. 还有就是lua的异常捕获,网上看一般是用pcall和xpcall来进行保护调用,因为问题主要出在cjson的decode,这里有两个解决方案,一个就是将cjson.decode使用pcall封装,

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    local decode = require("cjson").decode

    function json_decode( str )
    local ok, t = pcall(decode, str)
    if not ok then
    return nil
    end

    return t
    end

    这个是使用了pcall,称为保护调用,会在内部错误后返回两个参数,第一个是false,第二个是错误信息
    还有一种是使用cjson.safe包

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    local json = require("cjson.safe")
    local str = [[ {"key:"value"} ]]

    local t = json.decode(str)
    if t then
    ngx.say(" --> ", type(t))
    end

    cjson.safe包会在解析失败的时候返回nil

  4. 还有一个是redis链接时如果host使用的是域名的话会提示“failed to connect: no resolver defined to resolve “redis.xxxxxx.com””,这里需要使用nginx的resolver指令,
    resolver 8.8.8.8 valid=3600s;

  5. 还有一点补充下
    就是业务在使用redis的时候使用了db的特性,所以在lua访问redis的时候也需要执行db,这里lua的redis库也支持了这个特性,可以使用instance:select(config:get(‘db’))来切换db

  6. 性能优化tips
    建议是尽量少使用阶段钩子,例如content_by_lua_file,*_by_lua

  7. 发现一个不错的openresty站点
    地址

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Nicksxs's Blog

What hurts more, the pain of hard work or the pain of regret?

看完了村上春树的《1Q84》,这应该是第五本看的他的书了,继 跑步,挪威的森林,刺杀骑士团长,海边的卡夫卡之后,不是其中最长的,好像是海边的卡夫卡还是刺杀骑士团长比较长一点,都是在微信读书上看的,比较方便,最开始在上面看的是高晓松的《鱼羊野史》,不知道为啥取这个名字,但是还是满吸引我的,不过由于去年的种种,没有很多心思把它看完,而且本身的组织形式就是比较松散的,看到哪算哪,其实一些野史部分是我比较喜欢,有些谈到人物的就不太有兴趣,而且类似于大祥哥吃的东西,反正都是哇,怎么这么好吃,嗯,太爱(niu)你(bi)了,高晓松就是这个人是我最喜欢的 xxx 家,我也没去细究过他有没有说重复过,反正是不太爱,后来因为这书还一度对战争史有了浓厚的兴趣,然而事实告诉我,大部头的战争史,其实正史我是真的啃不下去,我可能只对其中 10%的内容感兴趣,不过终于也在今年把它看完了,好像高晓松的晓说也最终季了,貌似其中讲朝鲜战争的还被和谐了,看样子是说出了一些故事(truth)。

本来只是想把 《1Q84》的读后感写下,现在觉得还是把这篇当成我今年的读书总结吧,不过先从《1Q84》说起。

严格来讲,这不是很书面化的读后感,可能我想写的也只是像聊天一样的说下我读过的书,包括的技术博客其实也是类似的,以后或许会转变,但是目前水平如此吧,写多了可能会变好,也可能不会。

开始正文吧,这书有点类似于海边的卡夫卡,一开始是通过两条故事线,穿插着叙述,一条是青豆的,不算是个职业杀手的女杀手,要去解决一个经常家暴的斯文败类,穿着描述得比较性感吧,杀人方式是通过比较长的细针,从脖子后面一个精巧的位置插入,可以造成是未知原因死亡的假象,可能会推断成心梗之类的,这里有个前置的细节,就是青豆是乘坐一辆很高级的出租车,内饰什么的都非常有质感,有点不像一辆出租车,然后车里放了一首比较小众的歌,雅纳切克的《小交响曲》,但是青豆知道它,这跟后面的情节也有些许关系,这是女主人公青豆的出场;相应的男主的出场印象不是太深刻,男主叫天吾,是个不知名的作家,跟一个叫小松的编辑有比较好的关系,虽然天吾还没有拿到比较有分量的奖项,但是小松很看好他,也让他帮忙审校一个新作家奖的投稿文章,虽然天吾自身还没获得过这个奖,天吾还有个正式工作,是当数学老师,天吾在学生时代是个数学天才,但后面有对文学产生了兴趣,文学还不足以养活自己,靠着教课还是能保持温饱;

接下来是正式故事的起点了,就是小松收到了一部小说投稿,名叫《空气蛹》,是个叫深绘里的女孩子投的稿,小松对他赋予了很高的评价,这里好像记岔了,好像是天吾对这部小说很有好感,但是小松比较怀疑,然后小松看了之后也有了浓厚的兴趣,这里就是开端了,小松想让天吾来重写润色这部《空气蛹》,因为故事本身很有分量,但是描写手法叙事方式等都很拙劣,而天吾正好擅长这个,小松对天吾的评价是,描写技巧无可挑剔,就是故事主体的火花还没际遇迸发,需要一个导火索,这个就可以类比我们程序员,很多比较初中级的程序员主要擅长在原来的代码上修修改改或者给他分配个小功能,比较高级的程序员就需要能做一些项目的架构设计,核心的技术方案设计,以前我也觉得写文档这个比较无聊,但是当一个项目真的比较庞大,复杂的时候,整体和核心部分的架构设计和方案还是需要有文档沉淀的,不然别人不知道没法接受,自己过段时间也会忘记。

对于小松的这个建议,他的初衷是想搅一搅这个死气沉沉套路颇深的文坛,因为本身《空气蛹》这部小说的内容很吸引人,小松想通过天吾的润色补充让这部小说冲击新人奖,有种恶作剧的意图,天吾对此表示很多担心和顾虑,小松的这个建议其实也是一种文学作假,有两方面的担心,一方面是原作者深绘里是否同意如此操作,一方面是外界如果发现了这个事实会有什么样的后果,但是小松表示不用担心,前一步由小松牵线,让天吾跟原作者深绘里当面沟通这个代写是否被允许,结果当然是被允许了,这里有了对深绘里的初步描写,按我的理解是比较仙的感觉,然后语言沟通有些吃力,或者说有她自己的特色,当面沟通时貌似是让深绘里回去再考虑下,然后后面再由天吾去深绘里寄宿的戎野老师家沟通具体的细节。

2019年12月18日23:37:19 更新
去到戎野老师家之后,天吾知道了关于深绘里的一些事情,深绘里的父亲与戎野老师应该是老友,深绘里的父亲在当初成立了一个叫”先驱”的公社,一个独立运行的社会组织,以运营农场作为物资来源,追求更为松散的共同体,即不过分激进地公有制,进行松散的共同生活,承认私有财产,简而言之就是这样一个能稳定存活下来的独立社会组织,但是随着稳定运行,内部的激进派和稳健派开始出现分歧,不可磨合,后来两派就分裂了,深绘里的父亲,深田保留在了稳健派,但是此时其实深田保内心是矛盾的,以为一开始其实是他倡导的独立革命才组织起了这群人,然而现在他又认清了现实社会已经不太相信能通过革命来独立的可能性,后来激进派便开始越加封闭,而且进行军事训练和思想教育,而后这个先驱的激进派别便有了新的名字”黎明”,深绘里也是在此时从先驱逃离来投靠戎野老师
暂时先写到这,未完待续~

今天看了一下 redis 分布式锁 redlock 的实现,简单记录下,

加锁

原先我对 redis 锁的概念就是加锁使用 setnx,解锁使用 lua 脚本,但是 setnx 具体是啥,lua 脚本是啥不是很清楚
首先简单思考下这个问题,首先为啥不是先 get 一下 key 存不存在,然后再 set 一个 key value,因为加锁这个操作我们是要保证两点,一个是不能中途被打断,也就是说要原子性,如果是先 get 一下 key,如果不存在再 set 值的话,那就不是原子操作了;第二个是可不可以直接 set 值呢,显然不行,锁要保证唯一性,有且只能有一个线程或者其他应用单位获得该锁,正好 setnx 给了我们这种原子命令

然后是 setnx 的键和值分别是啥,键比较容易想到是要锁住的资源,比如 user_id, 这里有个我自己之前比较容易陷进去的误区,但是这个误区后
面再说,这里其实是把user_id 作为要锁住的资源,在我获得锁的时候别的线程不允许操作,以此保证业务的正确性,不会被多个线程同时修改,确定了键,再来看看值是啥,其实原先我认为值是啥都没关系,我只要锁住了,光键就够我用了,但是考虑下多个线程的问题,如果我这个线程加了锁,然后我因为 gc 停顿等原因卡死了,这个时候redis 的锁或者说就是 redis 的缓存已经过期了,这时候另一个线程获得锁成功,然后我这个线程又活过来了,然后我就仍然认为我拿着锁,我去对数据进行修改或者释放锁,是不是就出现问题了,所以是不是我们还需要一个东西来区分这个锁是哪个线程加的,所以我们可以将值设置成为一个线程独有识别的值,至少在相对长的一段时间内不会重复。

上面其实还有两个问题,一个是当 gc 超时时,我这个线程如何知道我手里的锁已经过期了,一种方法是我在加好锁之后就维护一个超时时间,这里其实还有个问题,不过跟第二个问题相关,就一起说了,就是设置超时时间,有些对于不是锁的 redis 缓存操作可以是先设置好值,然后在设置过期时间,那么这就又有上面说到的不是原子性的问题,那么就需要在同一条指令里把超时时间也设置了,幸好 redis 提供了这种支持

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SET resource_name my_random_value NX PX 30000

这里借鉴一下解释下,resource_name就是 key,代表要锁住的东西,my_random_value就是识别我这个线程的,NX代表只有在不存在的时候才设置,然后PX 30000表示超时时间是 30秒自动过期

PS:记录下我原先有的一个误区,是不是要用 key 来区分加锁的线程,这样只有一个用处,就是自身线程可以识别是否是自己加的锁,但是最大的问题是别的线程不知道,其实这个用户的出发点是我在担心前面提过的一个问题,就是当 gc 停顿后,我要去判断当前的这个锁是否是我加的,还有就是当释放锁的时候,如果保证不会错误释放了其他线程加的锁,但是这样附带很多其他问题,最大的就是其他线程怎么知道能不能加这个锁。

解锁

当线程在锁过期之前就处理完了业务逻辑,那就可以提前释放这个锁,那么提前释放要怎么操作,直接del key显然是不行的,因为这样就是我前面想用线程随机值加资源名作为锁的初衷,我不能去释放别的线程加的锁,那么我要怎么办呢,先 get 一下看是不是我的?那又变成非原子的操作了,幸好redis 也考虑到了这个问题,给了lua 脚本来操作这种

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if redis.call("get",KEYS[1]) == ARGV[1] then
return redis.call("del",KEYS[1])
else
return 0
end

这里的KEYS[1]就是前面加锁的resource_name,ARGV[1]就是线程的随机值my_random_value

多节点

前面说的其实是单节点 redis 作为分布式锁的情况,那么当我们的 redis 有多节点的情况呢,如果多节点下处于加锁或者解锁或者锁有效情况下
redis 的某个节点宕掉了怎么办,这里就有一些需要思考的地方,是否单独搞一个单节点的 redis作为分布式锁专用的,但是如果这个单节点的挂了呢,还有就是成本问题,所以我们需要一个多节点的分布式锁方案
这里就引出了开头说到的redlock,这个可是 redis的作者写的, 他的加锁过程是分以下几步去做这个事情

  • 获取当前时间(毫秒数)。
  • 按顺序依次向N个Redis节点执行获取锁的操作。这个获取操作跟前面基于单Redis节点的获取锁的过程相同,包含随机字符串my_random_value,也包含过期时间(比如PX 30000,即锁的有效时间)。为了保证在某个Redis节点不可用的时候算法能够继续运行,这个获取锁的操作还有一个超时时间(time out),它要远小于锁的有效时间(几十毫秒量级)。客户端在向某个Redis节点获取锁失败以后,应该立即尝试下一个Redis节点。这里的失败,应该包含任何类型的失败,比如该Redis节点不可用,或者该Redis节点上的锁已经被其它客户端持有(注:Redlock原文中这里只提到了Redis节点不可用的情况,但也应该包含其它的失败情况)。
  • 计算整个获取锁的过程总共消耗了多长时间,计算方法是用当前时间减去第1步记录的时间。如果客户端从大多数Redis节点(>= N/2+1)成功获取到了锁,并且获取锁总共消耗的时间没有超过锁的有效时间(lock validity time),那么这时客户端才认为最终获取锁成功;否则,认为最终获取锁失败。
  • 如果最终获取锁成功了,那么这个锁的有效时间应该重新计算,它等于最初的锁的有效时间减去第3步计算出来的获取锁消耗的时间。
  • 如果最终获取锁失败了(可能由于获取到锁的Redis节点个数少于N/2+1,或者整个获取锁的过程消耗的时间超过了锁的最初有效时间),那么客户端应该立即向所有Redis节点发起释放锁的操作(即前面介绍的Redis Lua脚本)。
    释放锁的过程比较简单:客户端向所有Redis节点发起释放锁的操作,不管这些节点当时在获取锁的时候成功与否。这里为什么要向所有的节点发送释放锁的操作呢,这里是因为有部分的节点的失败原因可能是加锁时阻塞,加锁成功的结果没有及时返回,所以为了防止这种情况还是需要向所有发起这个释放锁的操作。
    初步记录就先到这。

对 Java 的 gc 实现比较感兴趣,原先一般都是看周志明的书,但其实并没有讲具体的 gc 源码,而是把整个思路和流程讲解了一下
特别是 G1 的具体实现
一般对 G1 的理解其实就是把原先整块的新生代老年代分成了以 region 为单位的小块内存,简而言之,就是原先对新生代老年代的收集会涉及到整个代的堆内存空间,而G1 把它变成了更细致的小块内存
这带来了一个很明显的好处和一个很明显的坏处,好处是内存收集可以更灵活,耗时会变短,但整个收集的处理复杂度就变高了
目前看了一点点关于 G1 收集的预期时间相关的代码

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HeapWord* G1CollectedHeap::do_collection_pause(size_t word_size,
uint gc_count_before,
bool* succeeded,
GCCause::Cause gc_cause) {
assert_heap_not_locked_and_not_at_safepoint();
VM_G1CollectForAllocation op(word_size,
gc_count_before,
gc_cause,
false, /* should_initiate_conc_mark */
g1_policy()->max_pause_time_ms());
VMThread::execute(&op);

HeapWord* result = op.result();
bool ret_succeeded = op.prologue_succeeded() && op.pause_succeeded();
assert(result == NULL || ret_succeeded,
"the result should be NULL if the VM did not succeed");
*succeeded = ret_succeeded;

assert_heap_not_locked();
return result;
}

这里就是收集时需要停顿的,其中VMThread::execute(&op);是具体执行的,真正执行的是VM_G1CollectForAllocation::doit方法

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void VM_G1CollectForAllocation::doit() {
G1CollectedHeap* g1h = G1CollectedHeap::heap();
assert(!_should_initiate_conc_mark || g1h->should_do_concurrent_full_gc(_gc_cause),
"only a GC locker, a System.gc(), stats update, whitebox, or a hum allocation induced GC should start a cycle");

if (_word_size > 0) {
// An allocation has been requested. So, try to do that first.
_result = g1h->attempt_allocation_at_safepoint(_word_size,
false /* expect_null_cur_alloc_region */);
if (_result != NULL) {
// If we can successfully allocate before we actually do the
// pause then we will consider this pause successful.
_pause_succeeded = true;
return;
}
}

GCCauseSetter x(g1h, _gc_cause);
if (_should_initiate_conc_mark) {
// It's safer to read old_marking_cycles_completed() here, given
// that noone else will be updating it concurrently. Since we'll
// only need it if we're initiating a marking cycle, no point in
// setting it earlier.
_old_marking_cycles_completed_before = g1h->old_marking_cycles_completed();

// At this point we are supposed to start a concurrent cycle. We
// will do so if one is not already in progress.
bool res = g1h->g1_policy()->force_initial_mark_if_outside_cycle(_gc_cause);

// The above routine returns true if we were able to force the
// next GC pause to be an initial mark; it returns false if a
// marking cycle is already in progress.
//
// If a marking cycle is already in progress just return and skip the
// pause below - if the reason for requesting this initial mark pause
// was due to a System.gc() then the requesting thread should block in
// doit_epilogue() until the marking cycle is complete.
//
// If this initial mark pause was requested as part of a humongous
// allocation then we know that the marking cycle must just have
// been started by another thread (possibly also allocating a humongous
// object) as there was no active marking cycle when the requesting
// thread checked before calling collect() in
// attempt_allocation_humongous(). Retrying the GC, in this case,
// will cause the requesting thread to spin inside collect() until the
// just started marking cycle is complete - which may be a while. So
// we do NOT retry the GC.
if (!res) {
assert(_word_size == 0, "Concurrent Full GC/Humongous Object IM shouldn't be allocating");
if (_gc_cause != GCCause::_g1_humongous_allocation) {
_should_retry_gc = true;
}
return;
}
}

// Try a partial collection of some kind.
_pause_succeeded = g1h->do_collection_pause_at_safepoint(_target_pause_time_ms);

if (_pause_succeeded) {
if (_word_size > 0) {
// An allocation had been requested. Do it, eventually trying a stronger
// kind of GC.
_result = g1h->satisfy_failed_allocation(_word_size, &_pause_succeeded);
} else {
bool should_upgrade_to_full = !g1h->should_do_concurrent_full_gc(_gc_cause) &&
!g1h->has_regions_left_for_allocation();
if (should_upgrade_to_full) {
// There has been a request to perform a GC to free some space. We have no
// information on how much memory has been asked for. In case there are
// absolutely no regions left to allocate into, do a maximally compacting full GC.
log_info(gc, ergo)("Attempting maximally compacting collection");
_pause_succeeded = g1h->do_full_collection(false, /* explicit gc */
true /* clear_all_soft_refs */);
}
}
guarantee(_pause_succeeded, "Elevated collections during the safepoint must always succeed.");
} else {
assert(_result == NULL, "invariant");
// The only reason for the pause to not be successful is that, the GC locker is
// active (or has become active since the prologue was executed). In this case
// we should retry the pause after waiting for the GC locker to become inactive.
_should_retry_gc = true;
}
}

这里可以看到核心的是G1CollectedHeap::do_collection_pause_at_safepoint这个方法,它带上了目标暂停时间的值

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G1CollectedHeap::do_collection_pause_at_safepoint(double target_pause_time_ms) {
assert_at_safepoint_on_vm_thread();
guarantee(!is_gc_active(), "collection is not reentrant");

if (GCLocker::check_active_before_gc()) {
return false;
}

_gc_timer_stw->register_gc_start();

GCIdMark gc_id_mark;
_gc_tracer_stw->report_gc_start(gc_cause(), _gc_timer_stw->gc_start());

SvcGCMarker sgcm(SvcGCMarker::MINOR);
ResourceMark rm;

g1_policy()->note_gc_start();

wait_for_root_region_scanning();

print_heap_before_gc();
print_heap_regions();
trace_heap_before_gc(_gc_tracer_stw);

_verifier->verify_region_sets_optional();
_verifier->verify_dirty_young_regions();

// We should not be doing initial mark unless the conc mark thread is running
if (!_cm_thread->should_terminate()) {
// This call will decide whether this pause is an initial-mark
// pause. If it is, in_initial_mark_gc() will return true
// for the duration of this pause.
g1_policy()->decide_on_conc_mark_initiation();
}

// We do not allow initial-mark to be piggy-backed on a mixed GC.
assert(!collector_state()->in_initial_mark_gc() ||
collector_state()->in_young_only_phase(), "sanity");

// We also do not allow mixed GCs during marking.
assert(!collector_state()->mark_or_rebuild_in_progress() || collector_state()->in_young_only_phase(), "sanity");

// Record whether this pause is an initial mark. When the current
// thread has completed its logging output and it's safe to signal
// the CM thread, the flag's value in the policy has been reset.
bool should_start_conc_mark = collector_state()->in_initial_mark_gc();

// Inner scope for scope based logging, timers, and stats collection
{
EvacuationInfo evacuation_info;

if (collector_state()->in_initial_mark_gc()) {
// We are about to start a marking cycle, so we increment the
// full collection counter.
increment_old_marking_cycles_started();
_cm->gc_tracer_cm()->set_gc_cause(gc_cause());
}

_gc_tracer_stw->report_yc_type(collector_state()->yc_type());

GCTraceCPUTime tcpu;

G1HeapVerifier::G1VerifyType verify_type;
FormatBuffer<> gc_string("Pause Young ");
if (collector_state()->in_initial_mark_gc()) {
gc_string.append("(Concurrent Start)");
verify_type = G1HeapVerifier::G1VerifyConcurrentStart;
} else if (collector_state()->in_young_only_phase()) {
if (collector_state()->in_young_gc_before_mixed()) {
gc_string.append("(Prepare Mixed)");
} else {
gc_string.append("(Normal)");
}
verify_type = G1HeapVerifier::G1VerifyYoungNormal;
} else {
gc_string.append("(Mixed)");
verify_type = G1HeapVerifier::G1VerifyMixed;
}
GCTraceTime(Info, gc) tm(gc_string, NULL, gc_cause(), true);

uint active_workers = AdaptiveSizePolicy::calc_active_workers(workers()->total_workers(),
workers()->active_workers(),
Threads::number_of_non_daemon_threads());
active_workers = workers()->update_active_workers(active_workers);
log_info(gc,task)("Using %u workers of %u for evacuation", active_workers, workers()->total_workers());

TraceCollectorStats tcs(g1mm()->incremental_collection_counters());
TraceMemoryManagerStats tms(&_memory_manager, gc_cause(),
collector_state()->yc_type() == Mixed /* allMemoryPoolsAffected */);

G1HeapTransition heap_transition(this);
size_t heap_used_bytes_before_gc = used();

// Don't dynamically change the number of GC threads this early. A value of
// 0 is used to indicate serial work. When parallel work is done,
// it will be set.

{ // Call to jvmpi::post_class_unload_events must occur outside of active GC
IsGCActiveMark x;

gc_prologue(false);

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets before GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_before_gc(verify_type);

_verifier->check_bitmaps("GC Start");

#if COMPILER2_OR_JVMCI
DerivedPointerTable::clear();
#endif

// Please see comment in g1CollectedHeap.hpp and
// G1CollectedHeap::ref_processing_init() to see how
// reference processing currently works in G1.

// Enable discovery in the STW reference processor
_ref_processor_stw->enable_discovery();

{
// We want to temporarily turn off discovery by the
// CM ref processor, if necessary, and turn it back on
// on again later if we do. Using a scoped
// NoRefDiscovery object will do this.
NoRefDiscovery no_cm_discovery(_ref_processor_cm);

// Forget the current alloc region (we might even choose it to be part
// of the collection set!).
_allocator->release_mutator_alloc_region();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
//
// Preserving the old comment here if that helps the investigation:
//
// The elapsed time induced by the start time below deliberately elides
// the possible verification above.
double sample_start_time_sec = os::elapsedTime();

g1_policy()->record_collection_pause_start(sample_start_time_sec);

if (collector_state()->in_initial_mark_gc()) {
concurrent_mark()->pre_initial_mark();
}

g1_policy()->finalize_collection_set(target_pause_time_ms, &_survivor);

evacuation_info.set_collectionset_regions(collection_set()->region_length());

// Make sure the remembered sets are up to date. This needs to be
// done before register_humongous_regions_with_cset(), because the
// remembered sets are used there to choose eager reclaim candidates.
// If the remembered sets are not up to date we might miss some
// entries that need to be handled.
g1_rem_set()->cleanupHRRS();

register_humongous_regions_with_cset();

assert(_verifier->check_cset_fast_test(), "Inconsistency in the InCSetState table.");

// We call this after finalize_cset() to
// ensure that the CSet has been finalized.
_cm->verify_no_cset_oops();

if (_hr_printer.is_active()) {
G1PrintCollectionSetClosure cl(&_hr_printer);
_collection_set.iterate(&cl);
}

// Initialize the GC alloc regions.
_allocator->init_gc_alloc_regions(evacuation_info);

G1ParScanThreadStateSet per_thread_states(this, workers()->active_workers(), collection_set()->young_region_length());
pre_evacuate_collection_set();

// Actually do the work...
evacuate_collection_set(&per_thread_states);

post_evacuate_collection_set(evacuation_info, &per_thread_states);

const size_t* surviving_young_words = per_thread_states.surviving_young_words();
free_collection_set(&_collection_set, evacuation_info, surviving_young_words);

eagerly_reclaim_humongous_regions();

record_obj_copy_mem_stats();
_survivor_evac_stats.adjust_desired_plab_sz();
_old_evac_stats.adjust_desired_plab_sz();

double start = os::elapsedTime();
start_new_collection_set();
g1_policy()->phase_times()->record_start_new_cset_time_ms((os::elapsedTime() - start) * 1000.0);

if (evacuation_failed()) {
set_used(recalculate_used());
if (_archive_allocator != NULL) {
_archive_allocator->clear_used();
}
for (uint i = 0; i < ParallelGCThreads; i++) {
if (_evacuation_failed_info_array[i].has_failed()) {
_gc_tracer_stw->report_evacuation_failed(_evacuation_failed_info_array[i]);
}
}
} else {
// The "used" of the the collection set have already been subtracted
// when they were freed. Add in the bytes evacuated.
increase_used(g1_policy()->bytes_copied_during_gc());
}

if (collector_state()->in_initial_mark_gc()) {
// We have to do this before we notify the CM threads that
// they can start working to make sure that all the
// appropriate initialization is done on the CM object.
concurrent_mark()->post_initial_mark();
// Note that we don't actually trigger the CM thread at
// this point. We do that later when we're sure that
// the current thread has completed its logging output.
}

allocate_dummy_regions();

_allocator->init_mutator_alloc_region();

{
size_t expand_bytes = _heap_sizing_policy->expansion_amount();
if (expand_bytes > 0) {
size_t bytes_before = capacity();
// No need for an ergo logging here,
// expansion_amount() does this when it returns a value > 0.
double expand_ms;
if (!expand(expand_bytes, _workers, &expand_ms)) {
// We failed to expand the heap. Cannot do anything about it.
}
g1_policy()->phase_times()->record_expand_heap_time(expand_ms);
}
}

// We redo the verification but now wrt to the new CSet which
// has just got initialized after the previous CSet was freed.
_cm->verify_no_cset_oops();

// This timing is only used by the ergonomics to handle our pause target.
// It is unclear why this should not include the full pause. We will
// investigate this in CR 7178365.
double sample_end_time_sec = os::elapsedTime();
double pause_time_ms = (sample_end_time_sec - sample_start_time_sec) * MILLIUNITS;
size_t total_cards_scanned = g1_policy()->phase_times()->sum_thread_work_items(G1GCPhaseTimes::ScanRS, G1GCPhaseTimes::ScanRSScannedCards);
g1_policy()->record_collection_pause_end(pause_time_ms, total_cards_scanned, heap_used_bytes_before_gc);

evacuation_info.set_collectionset_used_before(collection_set()->bytes_used_before());
evacuation_info.set_bytes_copied(g1_policy()->bytes_copied_during_gc());

if (VerifyRememberedSets) {
log_info(gc, verify)("[Verifying RemSets after GC]");
VerifyRegionRemSetClosure v_cl;
heap_region_iterate(&v_cl);
}

_verifier->verify_after_gc(verify_type);
_verifier->check_bitmaps("GC End");

assert(!_ref_processor_stw->discovery_enabled(), "Postcondition");
_ref_processor_stw->verify_no_references_recorded();

// CM reference discovery will be re-enabled if necessary.
}

#ifdef TRACESPINNING
ParallelTaskTerminator::print_termination_counts();
#endif

gc_epilogue(false);
}

// Print the remainder of the GC log output.
if (evacuation_failed()) {
log_info(gc)("To-space exhausted");
}

g1_policy()->print_phases();
heap_transition.print();

// It is not yet to safe to tell the concurrent mark to
// start as we have some optional output below. We don't want the
// output from the concurrent mark thread interfering with this
// logging output either.

_hrm.verify_optional();
_verifier->verify_region_sets_optional();

TASKQUEUE_STATS_ONLY(print_taskqueue_stats());
TASKQUEUE_STATS_ONLY(reset_taskqueue_stats());

print_heap_after_gc();
print_heap_regions();
trace_heap_after_gc(_gc_tracer_stw);

// We must call G1MonitoringSupport::update_sizes() in the same scoping level
// as an active TraceMemoryManagerStats object (i.e. before the destructor for the
// TraceMemoryManagerStats is called) so that the G1 memory pools are updated
// before any GC notifications are raised.
g1mm()->update_sizes();

_gc_tracer_stw->report_evacuation_info(&evacuation_info);
_gc_tracer_stw->report_tenuring_threshold(_g1_policy->tenuring_threshold());
_gc_timer_stw->register_gc_end();
_gc_tracer_stw->report_gc_end(_gc_timer_stw->gc_end(), _gc_timer_stw->time_partitions());
}
// It should now be safe to tell the concurrent mark thread to start
// without its logging output interfering with the logging output
// that came from the pause.

if (should_start_conc_mark) {
// CAUTION: after the doConcurrentMark() call below,
// the concurrent marking thread(s) could be running
// concurrently with us. Make sure that anything after
// this point does not assume that we are the only GC thread
// running. Note: of course, the actual marking work will
// not start until the safepoint itself is released in
// SuspendibleThreadSet::desynchronize().
do_concurrent_mark();
}

return true;
}

往下走就是这一步G1Policy::finalize_collection_set,去处理新生代和老年代

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void G1Policy::finalize_collection_set(double target_pause_time_ms, G1SurvivorRegions* survivor) {
double time_remaining_ms = _collection_set->finalize_young_part(target_pause_time_ms, survivor);
_collection_set->finalize_old_part(time_remaining_ms);
}

这里分别调用了两个方法,可以看到剩余时间是往下传的,来看一下具体的方法

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double G1CollectionSet::finalize_young_part(double target_pause_time_ms, G1SurvivorRegions* survivors) {
double young_start_time_sec = os::elapsedTime();

finalize_incremental_building();

guarantee(target_pause_time_ms > 0.0,
"target_pause_time_ms = %1.6lf should be positive", target_pause_time_ms);

size_t pending_cards = _policy->pending_cards();
double base_time_ms = _policy->predict_base_elapsed_time_ms(pending_cards);
double time_remaining_ms = MAX2(target_pause_time_ms - base_time_ms, 0.0);

log_trace(gc, ergo, cset)("Start choosing CSet. pending cards: " SIZE_FORMAT " predicted base time: %1.2fms remaining time: %1.2fms target pause time: %1.2fms",
pending_cards, base_time_ms, time_remaining_ms, target_pause_time_ms);

// The young list is laid with the survivor regions from the previous
// pause are appended to the RHS of the young list, i.e.
// [Newly Young Regions ++ Survivors from last pause].

uint survivor_region_length = survivors->length();
uint eden_region_length = _g1h->eden_regions_count();
init_region_lengths(eden_region_length, survivor_region_length);

verify_young_cset_indices();

// Clear the fields that point to the survivor list - they are all young now.
survivors->convert_to_eden();

_bytes_used_before = _inc_bytes_used_before;
time_remaining_ms = MAX2(time_remaining_ms - _inc_predicted_elapsed_time_ms, 0.0);

log_trace(gc, ergo, cset)("Add young regions to CSet. eden: %u regions, survivors: %u regions, predicted young region time: %1.2fms, target pause time: %1.2fms",
eden_region_length, survivor_region_length, _inc_predicted_elapsed_time_ms, target_pause_time_ms);

// The number of recorded young regions is the incremental
// collection set's current size
set_recorded_rs_lengths(_inc_recorded_rs_lengths);

double young_end_time_sec = os::elapsedTime();
phase_times()->record_young_cset_choice_time_ms((young_end_time_sec - young_start_time_sec) * 1000.0);

return time_remaining_ms;
}

下面是老年代的部分

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void G1CollectionSet::finalize_old_part(double time_remaining_ms) {
double non_young_start_time_sec = os::elapsedTime();
double predicted_old_time_ms = 0.0;

if (collector_state()->in_mixed_phase()) {
cset_chooser()->verify();
const uint min_old_cset_length = _policy->calc_min_old_cset_length();
const uint max_old_cset_length = _policy->calc_max_old_cset_length();

uint expensive_region_num = 0;
bool check_time_remaining = _policy->adaptive_young_list_length();

HeapRegion* hr = cset_chooser()->peek();
while (hr != NULL) {
if (old_region_length() >= max_old_cset_length) {
// Added maximum number of old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached max). old %u regions, max %u regions",
old_region_length(), max_old_cset_length);
break;
}

// Stop adding regions if the remaining reclaimable space is
// not above G1HeapWastePercent.
size_t reclaimable_bytes = cset_chooser()->remaining_reclaimable_bytes();
double reclaimable_percent = _policy->reclaimable_bytes_percent(reclaimable_bytes);
double threshold = (double) G1HeapWastePercent;
if (reclaimable_percent <= threshold) {
// We've added enough old regions that the amount of uncollected
// reclaimable space is at or below the waste threshold. Stop
// adding old regions to the CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (reclaimable percentage not over threshold). "
"old %u regions, max %u regions, reclaimable: " SIZE_FORMAT "B (%1.2f%%) threshold: " UINTX_FORMAT "%%",
old_region_length(), max_old_cset_length, reclaimable_bytes, reclaimable_percent, G1HeapWastePercent);
break;
}

double predicted_time_ms = predict_region_elapsed_time_ms(hr);
if (check_time_remaining) {
if (predicted_time_ms > time_remaining_ms) {
// Too expensive for the current CSet.

if (old_region_length() >= min_old_cset_length) {
// We have added the minimum number of old regions to the CSet,
// we are done with this CSet.
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (predicted time is too high). "
"predicted time: %1.2fms, remaining time: %1.2fms old %u regions, min %u regions",
predicted_time_ms, time_remaining_ms, old_region_length(), min_old_cset_length);
break;
}

// We'll add it anyway given that we haven't reached the
// minimum number of old regions.
expensive_region_num += 1;
}
} else {
if (old_region_length() >= min_old_cset_length) {
// In the non-auto-tuning case, we'll finish adding regions
// to the CSet if we reach the minimum.

log_debug(gc, ergo, cset)("Finish adding old regions to CSet (old CSet region num reached min). old %u regions, min %u regions",
old_region_length(), min_old_cset_length);
break;
}
}

// We will add this region to the CSet.
time_remaining_ms = MAX2(time_remaining_ms - predicted_time_ms, 0.0);
predicted_old_time_ms += predicted_time_ms;
cset_chooser()->pop(); // already have region via peek()
_g1h->old_set_remove(hr);
add_old_region(hr);

hr = cset_chooser()->peek();
}
if (hr == NULL) {
log_debug(gc, ergo, cset)("Finish adding old regions to CSet (candidate old regions not available)");
}

if (expensive_region_num > 0) {
// We print the information once here at the end, predicated on
// whether we added any apparently expensive regions or not, to
// avoid generating output per region.
log_debug(gc, ergo, cset)("Added expensive regions to CSet (old CSet region num not reached min)."
"old: %u regions, expensive: %u regions, min: %u regions, remaining time: %1.2fms",
old_region_length(), expensive_region_num, min_old_cset_length, time_remaining_ms);
}

cset_chooser()->verify();
}

stop_incremental_building();

log_debug(gc, ergo, cset)("Finish choosing CSet. old: %u regions, predicted old region time: %1.2fms, time remaining: %1.2f",
old_region_length(), predicted_old_time_ms, time_remaining_ms);

double non_young_end_time_sec = os::elapsedTime();
phase_times()->record_non_young_cset_choice_time_ms((non_young_end_time_sec - non_young_start_time_sec) * 1000.0);

QuickSort::sort(_collection_set_regions, _collection_set_cur_length, compare_region_idx, true);
}

上面第三行是个判断,当前是否是 mixed 回收阶段,如果不是的话其实是没有老年代什么事的,所以可以看到代码基本是从这个 if 判断
if (collector_state()->in_mixed_phase()) {开始往下走的
先写到这,偏向于做笔记用,有错轻拍

最近看了大神的 AQS 的文章,之前总是断断续续地看一点,每次都知难而退,下次看又从头开始,昨天总算硬着头皮看完了第一部分
首先 AQS 只要有这些属性

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// 头结点,你直接把它当做 当前持有锁的线程 可能是最好理解的
private transient volatile Node head;

// 阻塞的尾节点,每个新的节点进来,都插入到最后,也就形成了一个链表
private transient volatile Node tail;

// 这个是最重要的,代表当前锁的状态,0代表没有被占用,大于 0 代表有线程持有当前锁
// 这个值可以大于 1,是因为锁可以重入,每次重入都加上 1
private volatile int state;

// 代表当前持有独占锁的线程,举个最重要的使用例子,因为锁可以重入
// reentrantLock.lock()可以嵌套调用多次,所以每次用这个来判断当前线程是否已经拥有了锁
// if (currentThread == getExclusiveOwnerThread()) {state++}
private transient Thread exclusiveOwnerThread; //继承自AbstractOwnableSynchronizer

大概了解了 aqs 底层的双向等待队列,
结构是这样的

每个 node 里面主要是的代码结构也比较简单

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static final class Node {
// 标识节点当前在共享模式下
static final Node SHARED = new Node();
// 标识节点当前在独占模式下
static final Node EXCLUSIVE = null;

// ======== 下面的几个int常量是给waitStatus用的 ===========
/** waitStatus value to indicate thread has cancelled */
// 代码此线程取消了争抢这个锁
static final int CANCELLED = 1;
/** waitStatus value to indicate successor's thread needs unparking */
// 官方的描述是,其表示当前node的后继节点对应的线程需要被唤醒
static final int SIGNAL = -1;
/** waitStatus value to indicate thread is waiting on condition */
// 本文不分析condition,所以略过吧,下一篇文章会介绍这个
static final int CONDITION = -2;
/**
* waitStatus value to indicate the next acquireShared should
* unconditionally propagate
*/
// 同样的不分析,略过吧
static final int PROPAGATE = -3;
// =====================================================


// 取值为上面的1、-1、-2、-3,或者0(以后会讲到)
// 这么理解,暂时只需要知道如果这个值 大于0 代表此线程取消了等待,
// ps: 半天抢不到锁,不抢了,ReentrantLock是可以指定timeouot的。。。
volatile int waitStatus;
// 前驱节点的引用
volatile Node prev;
// 后继节点的引用
volatile Node next;
// 这个就是线程本尊
volatile Thread thread;

}

其实可以主要关注这个 waitStatus 因为这个是后面的节点给前面的节点设置的,等于-1 的时候代表后面有节点等待,需要去唤醒,
这里使用了一个变种的 CLH 队列实现,CLH 队列相关内容可以查看这篇 自旋锁、排队自旋锁、MCS锁、CLH锁

目前公司要对一些新的产品功能做灰度测试,因为在后端业务代码层面添加判断比较麻烦,所以想在nginx上做点手脚,就想到了openresty
前后也踩了不少坑,这边先写一点

首先是日志
error_log logs/error.log debug;
需要nginx开启日志的debug才能看到日志

使用 lua_code_cache off即可, 另外注意只有使用 content_by_lua_file 才会生效

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http {
lua_code_cache off;
}

location ~* /(\d+-.*)/api/orgunits/load_all(.*) {
default_type 'application/json;charset=utf-8';
content_by_lua_file /data/projects/xxx/current/lua/controller/load_data.lua;
}

使用lua给nginx请求response头添加内容可以用这个

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ngx.header['response'] = 'header'

使用总结

后续:

  1. 一开始在本地环境的时候使用content_by_lua_file只关注了头,后来发到测试环境发现请求内容都没代理转发到后端服务上
    网上查了下发现content_by_lua_file是将请求的所有内容包括response都用这里面的lua脚本生成了,content这个词就表示是请求内容
    后来改成了access_by_lua_file就正常了,只是要去获取请求内容和修改响应头,并不是要完整的接管请求

  2. 后来又碰到了一个坑是nginx有个client_body_buffer_size的配置参数,nginx在32位和64位系统里有8K和16K两个默认值,当请求内容大于这两个值的时候,会把请求内容放到临时文件里,这个时候openresty里的ngx.req.get_post_args()就会报“failed to get post args: requesty body in temp file not supported”这个错误,将client_body_buffer_size这个参数配置调大一点就好了

  3. 还有就是lua的异常捕获,网上看一般是用pcall和xpcall来进行保护调用,因为问题主要出在cjson的decode,这里有两个解决方案,一个就是将cjson.decode使用pcall封装,

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    local decode = require("cjson").decode

    function json_decode( str )
    local ok, t = pcall(decode, str)
    if not ok then
    return nil
    end

    return t
    end

    这个是使用了pcall,称为保护调用,会在内部错误后返回两个参数,第一个是false,第二个是错误信息
    还有一种是使用cjson.safe包

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    local json = require("cjson.safe")
    local str = [[ {"key:"value"} ]]

    local t = json.decode(str)
    if t then
    ngx.say(" --> ", type(t))
    end

    cjson.safe包会在解析失败的时候返回nil

  4. 还有一个是redis链接时如果host使用的是域名的话会提示“failed to connect: no resolver defined to resolve “redis.xxxxxx.com””,这里需要使用nginx的resolver指令,
    resolver 8.8.8.8 valid=3600s;

  5. 还有一点补充下
    就是业务在使用redis的时候使用了db的特性,所以在lua访问redis的时候也需要执行db,这里lua的redis库也支持了这个特性,可以使用instance:select(config:get(‘db’))来切换db

  6. 性能优化tips
    建议是尽量少使用阶段钩子,例如content_by_lua_file,*_by_lua

  7. 发现一个不错的openresty站点
    地址

0%
\ No newline at end of file diff --git a/search.xml b/search.xml index c984e0fa15..c67dac9bed 100644 --- a/search.xml +++ b/search.xml @@ -1,5 +1,25 @@ + + 村上春树《1Q84》读后感 + /2019/12/18/1Q84%E8%AF%BB%E5%90%8E%E6%84%9F/ + 看完了村上春树的《1Q84》,这应该是第五本看的他的书了,继 跑步,挪威的森林,刺杀骑士团长,海边的卡夫卡之后,不是其中最长的,好像是海边的卡夫卡还是刺杀骑士团长比较长一点,都是在微信读书上看的,比较方便,最开始在上面看的是高晓松的《鱼羊野史》,不知道为啥取这个名字,但是还是满吸引我的,不过由于去年的种种,没有很多心思把它看完,而且本身的组织形式就是比较松散的,看到哪算哪,其实一些野史部分是我比较喜欢,有些谈到人物的就不太有兴趣,而且类似于大祥哥吃的东西,反正都是哇,怎么这么好吃,嗯,太爱(niu)你(bi)了,高晓松就是这个人是我最喜欢的 xxx 家,我也没去细究过他有没有说重复过,反正是不太爱,后来因为这书还一度对战争史有了浓厚的兴趣,然而事实告诉我,大部头的战争史,其实正史我是真的啃不下去,我可能只对其中 10%的内容感兴趣,不过终于也在今年把它看完了,好像高晓松的晓说也最终季了,貌似其中讲朝鲜战争的还被和谐了,看样子是说出了一些故事(truth)。

+

本来只是想把 《1Q84》的读后感写下,现在觉得还是把这篇当成我今年的读书总结吧,不过先从《1Q84》说起。

+

严格来讲,这不是很书面化的读后感,可能我想写的也只是像聊天一样的说下我读过的书,包括的技术博客其实也是类似的,以后或许会转变,但是目前水平如此吧,写多了可能会变好,也可能不会。

+

开始正文吧,这书有点类似于海边的卡夫卡,一开始是通过两条故事线,穿插着叙述,一条是青豆的,不算是个职业杀手的女杀手,要去解决一个经常家暴的斯文败类,穿着描述得比较性感吧,杀人方式是通过比较长的细针,从脖子后面一个精巧的位置插入,可以造成是未知原因死亡的假象,可能会推断成心梗之类的,这里有个前置的细节,就是青豆是乘坐一辆很高级的出租车,内饰什么的都非常有质感,有点不像一辆出租车,然后车里放了一首比较小众的歌,雅纳切克的《小交响曲》,但是青豆知道它,这跟后面的情节也有些许关系,这是女主人公青豆的出场;相应的男主的出场印象不是太深刻,男主叫天吾,是个不知名的作家,跟一个叫小松的编辑有比较好的关系,虽然天吾还没有拿到比较有分量的奖项,但是小松很看好他,也让他帮忙审校一个新作家奖的投稿文章,虽然天吾自身还没获得过这个奖,天吾还有个正式工作,是当数学老师,天吾在学生时代是个数学天才,但后面有对文学产生了兴趣,文学还不足以养活自己,靠着教课还是能保持温饱;

+

接下来是正式故事的起点了,就是小松收到了一部小说投稿,名叫《空气蛹》,是个叫深绘里的女孩子投的稿,小松对他赋予了很高的评价,这里好像记岔了,好像是天吾对这部小说很有好感,但是小松比较怀疑,然后小松看了之后也有了浓厚的兴趣,这里就是开端了,小松想让天吾来重写润色这部《空气蛹》,因为故事本身很有分量,但是描写手法叙事方式等都很拙劣,而天吾正好擅长这个,小松对天吾的评价是,描写技巧无可挑剔,就是故事主体的火花还没际遇迸发,需要一个导火索,这个就可以类比我们程序员,很多比较初中级的程序员主要擅长在原来的代码上修修改改或者给他分配个小功能,比较高级的程序员就需要能做一些项目的架构设计,核心的技术方案设计,以前我也觉得写文档这个比较无聊,但是当一个项目真的比较庞大,复杂的时候,整体和核心部分的架构设计和方案还是需要有文档沉淀的,不然别人不知道没法接受,自己过段时间也会忘记。

+

对于小松的这个建议,他的初衷是想搅一搅这个死气沉沉套路颇深的文坛,因为本身《空气蛹》这部小说的内容很吸引人,小松想通过天吾的润色补充让这部小说冲击新人奖,有种恶作剧的意图,天吾对此表示很多担心和顾虑,小松的这个建议其实也是一种文学作假,有两方面的担心,一方面是原作者深绘里是否同意如此操作,一方面是外界如果发现了这个事实会有什么样的后果,但是小松表示不用担心,前一步由小松牵线,让天吾跟原作者深绘里当面沟通这个代写是否被允许,结果当然是被允许了,这里有了对深绘里的初步描写,按我的理解是比较仙的感觉,然后语言沟通有些吃力,或者说有她自己的特色,当面沟通时貌似是让深绘里回去再考虑下,然后后面再由天吾去深绘里寄宿的戎野老师家沟通具体的细节。

+

2019年12月18日23:37:19 更新
去到戎野老师家之后,天吾知道了关于深绘里的一些事情,深绘里的父亲与戎野老师应该是老友,深绘里的父亲在当初成立了一个叫”先驱”的公社,一个独立运行的社会组织,以运营农场作为物资来源,追求更为松散的共同体,即不过分激进地公有制,进行松散的共同生活,承认私有财产,简而言之就是这样一个能稳定存活下来的独立社会组织,但是随着稳定运行,内部的激进派和稳健派开始出现分歧,不可磨合,后来两派就分裂了,深绘里的父亲,深田保留在了稳健派,但是此时其实深田保内心是矛盾的,以为一开始其实是他倡导的独立革命才组织起了这群人,然而现在他又认清了现实社会已经不太相信能通过革命来独立的可能性,后来激进派便开始越加封闭,而且进行军事训练和思想教育,而后这个先驱的激进派别便有了新的名字”黎明”,深绘里也是在此时从先驱逃离来投靠戎野老师
暂时先写到这,未完待续~

+]]>
+ + 读后感 + 生活 + 村上春树 + + + 读后感 + +
2019年终总结 /2020/02/01/2019%E5%B9%B4%E7%BB%88%E6%80%BB%E7%BB%93/ @@ -29,26 +49,6 @@ 2019 - - 村上春树《1Q84》读后感 - /2019/12/18/1Q84%E8%AF%BB%E5%90%8E%E6%84%9F/ - 看完了村上春树的《1Q84》,这应该是第五本看的他的书了,继 跑步,挪威的森林,刺杀骑士团长,海边的卡夫卡之后,不是其中最长的,好像是海边的卡夫卡还是刺杀骑士团长比较长一点,都是在微信读书上看的,比较方便,最开始在上面看的是高晓松的《鱼羊野史》,不知道为啥取这个名字,但是还是满吸引我的,不过由于去年的种种,没有很多心思把它看完,而且本身的组织形式就是比较松散的,看到哪算哪,其实一些野史部分是我比较喜欢,有些谈到人物的就不太有兴趣,而且类似于大祥哥吃的东西,反正都是哇,怎么这么好吃,嗯,太爱(niu)你(bi)了,高晓松就是这个人是我最喜欢的 xxx 家,我也没去细究过他有没有说重复过,反正是不太爱,后来因为这书还一度对战争史有了浓厚的兴趣,然而事实告诉我,大部头的战争史,其实正史我是真的啃不下去,我可能只对其中 10%的内容感兴趣,不过终于也在今年把它看完了,好像高晓松的晓说也最终季了,貌似其中讲朝鲜战争的还被和谐了,看样子是说出了一些故事(truth)。

-

本来只是想把 《1Q84》的读后感写下,现在觉得还是把这篇当成我今年的读书总结吧,不过先从《1Q84》说起。

-

严格来讲,这不是很书面化的读后感,可能我想写的也只是像聊天一样的说下我读过的书,包括的技术博客其实也是类似的,以后或许会转变,但是目前水平如此吧,写多了可能会变好,也可能不会。

-

开始正文吧,这书有点类似于海边的卡夫卡,一开始是通过两条故事线,穿插着叙述,一条是青豆的,不算是个职业杀手的女杀手,要去解决一个经常家暴的斯文败类,穿着描述得比较性感吧,杀人方式是通过比较长的细针,从脖子后面一个精巧的位置插入,可以造成是未知原因死亡的假象,可能会推断成心梗之类的,这里有个前置的细节,就是青豆是乘坐一辆很高级的出租车,内饰什么的都非常有质感,有点不像一辆出租车,然后车里放了一首比较小众的歌,雅纳切克的《小交响曲》,但是青豆知道它,这跟后面的情节也有些许关系,这是女主人公青豆的出场;相应的男主的出场印象不是太深刻,男主叫天吾,是个不知名的作家,跟一个叫小松的编辑有比较好的关系,虽然天吾还没有拿到比较有分量的奖项,但是小松很看好他,也让他帮忙审校一个新作家奖的投稿文章,虽然天吾自身还没获得过这个奖,天吾还有个正式工作,是当数学老师,天吾在学生时代是个数学天才,但后面有对文学产生了兴趣,文学还不足以养活自己,靠着教课还是能保持温饱;

-

接下来是正式故事的起点了,就是小松收到了一部小说投稿,名叫《空气蛹》,是个叫深绘里的女孩子投的稿,小松对他赋予了很高的评价,这里好像记岔了,好像是天吾对这部小说很有好感,但是小松比较怀疑,然后小松看了之后也有了浓厚的兴趣,这里就是开端了,小松想让天吾来重写润色这部《空气蛹》,因为故事本身很有分量,但是描写手法叙事方式等都很拙劣,而天吾正好擅长这个,小松对天吾的评价是,描写技巧无可挑剔,就是故事主体的火花还没际遇迸发,需要一个导火索,这个就可以类比我们程序员,很多比较初中级的程序员主要擅长在原来的代码上修修改改或者给他分配个小功能,比较高级的程序员就需要能做一些项目的架构设计,核心的技术方案设计,以前我也觉得写文档这个比较无聊,但是当一个项目真的比较庞大,复杂的时候,整体和核心部分的架构设计和方案还是需要有文档沉淀的,不然别人不知道没法接受,自己过段时间也会忘记。

-

对于小松的这个建议,他的初衷是想搅一搅这个死气沉沉套路颇深的文坛,因为本身《空气蛹》这部小说的内容很吸引人,小松想通过天吾的润色补充让这部小说冲击新人奖,有种恶作剧的意图,天吾对此表示很多担心和顾虑,小松的这个建议其实也是一种文学作假,有两方面的担心,一方面是原作者深绘里是否同意如此操作,一方面是外界如果发现了这个事实会有什么样的后果,但是小松表示不用担心,前一步由小松牵线,让天吾跟原作者深绘里当面沟通这个代写是否被允许,结果当然是被允许了,这里有了对深绘里的初步描写,按我的理解是比较仙的感觉,然后语言沟通有些吃力,或者说有她自己的特色,当面沟通时貌似是让深绘里回去再考虑下,然后后面再由天吾去深绘里寄宿的戎野老师家沟通具体的细节。

-

2019年12月18日23:37:19 更新
去到戎野老师家之后,天吾知道了关于深绘里的一些事情,深绘里的父亲与戎野老师应该是老友,深绘里的父亲在当初成立了一个叫”先驱”的公社,一个独立运行的社会组织,以运营农场作为物资来源,追求更为松散的共同体,即不过分激进地公有制,进行松散的共同生活,承认私有财产,简而言之就是这样一个能稳定存活下来的独立社会组织,但是随着稳定运行,内部的激进派和稳健派开始出现分歧,不可磨合,后来两派就分裂了,深绘里的父亲,深田保留在了稳健派,但是此时其实深田保内心是矛盾的,以为一开始其实是他倡导的独立革命才组织起了这群人,然而现在他又认清了现实社会已经不太相信能通过革命来独立的可能性,后来激进派便开始越加封闭,而且进行军事训练和思想教育,而后这个先驱的激进派别便有了新的名字”黎明”,深绘里也是在此时从先驱逃离来投靠戎野老师
暂时先写到这,未完待续~

-]]>
- - 生活 - 读后感 - 村上春树 - - - 读后感 - -
2020 年终总结 /2021/03/31/2020-%E5%B9%B4%E7%BB%88%E6%80%BB%E7%BB%93/ @@ -75,61 +75,56 @@ - 2022 年终总结 - /2023/01/15/2022-%E5%B9%B4%E7%BB%88%E6%80%BB%E7%BB%93/ - 一年又一年,时间匆匆,这一年过得不太容易,很多事情都是来得猝不及防,很多规划也照例是没有完成,今年更多了一些,又是比较丧的一篇总结
工作上的变化让我多理解了一些社会跟职场的现实吧,可能的确是我不够优秀,也可能是其他,说回我自身,在工作中今年应该是收获比较一般的一年,不能说没有,对原先不熟悉的业务的掌握程度有了比较大的提升,只是问题依旧存在,也挺难推动完全改变,只能尽自己所能,而这一点也主要是在团队中的定位因为前面说的一些原因,在前期不明确,限制比较大,虽然现在并没有完全解决,但也有了一些明显的改善,如果明年继续为这家公司服务,希望能有所突破,在人心沟通上的技巧总是比较反感,可也是不得不使用或者说被迫学习使用的,LD说我的对错观太强了,拗不过来,希望能有所改变。
长远的规划上没有什么明确的想法,很容易否定原来的各种想法,见识过各种现实的残酷,明白以前的一些想法不够全面或者比较幼稚,想有更上一层楼的机会,只是不希望是通过自己不认可的方式。比较能接受的是通过提升自己的技术和执行力,能够有更进一步的可能。
技术上是挺失败的去年跟前年还是能看一些书,学一些东西,今年少了很多,可能对原来比较熟悉的都有些遗忘,最近有在改善博客的内容,能更多的是系列化的,由浅入深,只是还很不完善,没什么规划,体系上也还不完整,不过还是以mybatis作为一个开头,后续新开始的内容或者原先写过的相关的都能做个整理,不再是想到啥就写点啥。最近的一个重点是在k8s上,学习方式跟一些特别优秀的人比起来还是会慢一些,不过也是自己的方法,能够更深入的理解整个体系,并讲解出来,可能会尝试采用视频的方式,对一些比较好的内容做尝试,看看会不会有比较好的数据和反馈,在22年还苟着周更的独立技术博客也算是比较稀有了的,其他站的发布也要勤一些,形成所谓的“矩阵”。
跑步减肥这个么还是比较惨,22年只跑了368公里,比21年少了85公里,有一些客观但很多是主观的原因,还是需要跑起来,只是减肥也很迫切,体重比较大跑步还是有些压力的,买了动感单车,就是时间稍长屁股痛这个目前比较难解决,骑还是每天在骑就是强度跟时间不太够,要保证每天30分钟的量可能会比较好。
加油吧,愿23年家人和自己都健康,顺遂。大家也一样。

+ 2020年中总结 + /2020/07/11/2020%E5%B9%B4%E4%B8%AD%E6%80%BB%E7%BB%93/ + 很快2020 年就过了一半了,而且是今年这么特殊的一年,很多事情都发生的出乎意料,疫情这个绕不过去的话题,之前写了点比较愤青的文字,感觉不太适合发出来就烂在草稿箱里吧,这个目前一大影响估计是今年都没办法完全摘下口罩了,前面几个月来回杭州都开车,因为彭埠大桥不通行了,实在是非常不方便,每条路都灰常堵,心累,吐槽下杭州的交通规划和交警同志,工作实在做的不咋地。

+

另外一件是就是蜗壳,从前不知道黝黑蜗壳是啥意思,只是经常会在他的视频里看到,大学的时候在缘网下了一个集锦,炒鸡帅气,各种空接扣篮,越来越能明白那句“你永远不知道意外和明天不知道哪个会先来,且行且珍惜”的含义,只是听了很多道理,依然活不好这一生,知易行难,王阳明真的是这方面的大师,有空可以看看这方面的书,一直想写写我跟篮球跟蜗壳的这十几年,争取能早日写好吧,不过得找个静得下来的时候写。

+

正事方面上半年还是挺让人失望的,没有达成一些目标,应该还是能力不足吧,技术方面分析一下还是停留在看的表面层,有些实操的,或者结合业务场景的能力不太行,算是在坚持写写 blog,主要是被这个每周一篇的目标推着走,有时会比较焦虑,内容产出也还比较差,希望能在后面有些改善,可能会降低频率,只是觉得降低了也不一定能有比较好的提升,无法战胜自己的惰性,所以暂时还是坚持下这个目标吧,还有就是 coding 能力,有时候也应该刷刷题,提升思维敏捷度,大脑用太少可能生锈了,况且本来就不是很有优势,虽然失望也只能继续努力吧,日拱一卒,来日方长,加油吧~😔

+

还有就是跑步减肥了,截止今天,上半年跑了 136 公里了,因为疫情影响,农历年后是从 4 月 17 号开始跑的,去年跑到了 300 公里,奖励自己了一个手表(真的挺后悔的,还不如 200 块买个手表),今年希望可以能在这个基础上再进一步,一直跟领导说,跑步算是我坚持下来的唯一一个好习惯了,618 买了个跑步机,周末回家了可以不受天气影响的多跑跑,不过如果天气好可能还是会出去跑跑,跑步机跑道多少还是有点拘束,只是感觉可能是我还是吃得太多了🤦‍♂️,效果不是很明显,还在 80 这个坎徘徊,等于浪费了大半年,可能是年初的项目太费心力,压力比较大,吃得更多,是不是可以算工伤😄,这方面也需要好好调整,可以放得开一点,虽然不太可能一下子到位,但是总要去努力下,随着年龄成长总要承担更多,也要看得开一点,没法事事如愿,尽力就好了,减肥这个事情还在结合一些俯卧撑啥的,希望也能坚持下去,加油吧,不知道原话怎么说的,意思是人类最大的勇敢就是看透了人世间的苦难,仍然热爱生活。我当然没可能让内心变得这么强大,试着去努力吧,奥力给!

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生活 - 年终总结 + 年中总结 + 2020 生活 - 年终总结 - 2022 - 2023 + 2020 + 年中总结
- 2021 年中总结 - /2021/07/18/2021-%E5%B9%B4%E4%B8%AD%E6%80%BB%E7%BB%93/ - 又到半年总结时,第一次写总结类型的文章感觉挺好写的,但是后面总觉得这过去的一段时间所做的事情,能力上的成长低于预期,但是是需要总结下,找找问题,顺便展望下未来。

-

这一年做的最让自己满意的应该就是看了一些书,由折腾群洋总发起的读书打卡活动,到目前为止已经读完了这几本书,《cUrl 必知必会》,《古董局中局 1》,《古董局中局 2》,《算法图解》,《每天 5 分钟玩转 Kubernetes》《幸福了吗?》《高可用可伸缩微服务架构:基于 Dubbo、Spring Cloud和 Service Mesh》《Rust 权威指南》后面可以写个专题说说看的这些书,虽然每天打卡如果时间安排不好,并且看的书像 rust 这样比较难的话还是会有点小焦虑,不过也是个调整过程,一方面可以在白天就抽空看一会,然后也不必要每次都看很大一章,注重吸收。

-

技术上的成长的话,有一些比较小的长进吧,对于一些之前忽视的 synchronized,ThreadLocal 和 AQS 等知识点做了下查漏补缺了,然后多了解了一些 Java 垃圾回收的内容,但是在实操上还是比较欠缺,成型的技术方案,架构上所谓的优化也比较少,一些想法也还有考虑不周全的地方,还需要多花时间和心思去学习加强,特别是在目前已经有的基础上如何做系统深层次的优化,既不要是鸡毛蒜皮的,也不能出现一些不可接受的问题和故障,这是个很重要的课题,需要好好学习,后面考虑定一些周期性目标,两个月左右能有一些成果和总结。

-

另外一部分是自己的服务,因为 ucloud 的机器太贵就没续费了,所以都迁移到腾讯云的小机器上了,顺便折腾了一点点 traefik,但是还很不熟练,不太习惯这一套,一方面是 docker 还不习惯,这也加重了对这套环境的不适应,还是习惯裸机部署,另一方面就是 k8s 了,家里的机器还没虚拟化,没有很好的条件可以做实验,这也是读书打卡的一个没做好的点,整体的学习效果受限于深度和实操,后面是看都是用 traefik,也找到了一篇文章可以 traefik 转发到裸机应用,因为主仓库用的是裸机的 gogs。

-

还有就是运动减肥上,唉,这又是很大的一个痛点,基本没效果,只是还算稳定,昨天看到一个视频说还需要力量训练来增肌,以此可以提升基础代谢,打算往这个方向尝试下,因为今天没有疫情限制了,在 6 月底完成了 200 公里的跑步小目标,只是有些膝盖跟大腿根外侧不适,抽空得去看下医生,后面打算每天也能做点卷腹跟俯卧撑。

-

下半年还希望能继续多看看书,比很多网上各种乱七八糟的文章会好很多,结合豆瓣评分,找一些评价高一些的文章,但也不是说分稍低点的就不行,有些也看人是不是适合,一般 6 分以上评价比较多的就可以试试。

+ 2022 年终总结 + /2023/01/15/2022-%E5%B9%B4%E7%BB%88%E6%80%BB%E7%BB%93/ + 一年又一年,时间匆匆,这一年过得不太容易,很多事情都是来得猝不及防,很多规划也照例是没有完成,今年更多了一些,又是比较丧的一篇总结
工作上的变化让我多理解了一些社会跟职场的现实吧,可能的确是我不够优秀,也可能是其他,说回我自身,在工作中今年应该是收获比较一般的一年,不能说没有,对原先不熟悉的业务的掌握程度有了比较大的提升,只是问题依旧存在,也挺难推动完全改变,只能尽自己所能,而这一点也主要是在团队中的定位因为前面说的一些原因,在前期不明确,限制比较大,虽然现在并没有完全解决,但也有了一些明显的改善,如果明年继续为这家公司服务,希望能有所突破,在人心沟通上的技巧总是比较反感,可也是不得不使用或者说被迫学习使用的,LD说我的对错观太强了,拗不过来,希望能有所改变。
长远的规划上没有什么明确的想法,很容易否定原来的各种想法,见识过各种现实的残酷,明白以前的一些想法不够全面或者比较幼稚,想有更上一层楼的机会,只是不希望是通过自己不认可的方式。比较能接受的是通过提升自己的技术和执行力,能够有更进一步的可能。
技术上是挺失败的去年跟前年还是能看一些书,学一些东西,今年少了很多,可能对原来比较熟悉的都有些遗忘,最近有在改善博客的内容,能更多的是系列化的,由浅入深,只是还很不完善,没什么规划,体系上也还不完整,不过还是以mybatis作为一个开头,后续新开始的内容或者原先写过的相关的都能做个整理,不再是想到啥就写点啥。最近的一个重点是在k8s上,学习方式跟一些特别优秀的人比起来还是会慢一些,不过也是自己的方法,能够更深入的理解整个体系,并讲解出来,可能会尝试采用视频的方式,对一些比较好的内容做尝试,看看会不会有比较好的数据和反馈,在22年还苟着周更的独立技术博客也算是比较稀有了的,其他站的发布也要勤一些,形成所谓的“矩阵”。
跑步减肥这个么还是比较惨,22年只跑了368公里,比21年少了85公里,有一些客观但很多是主观的原因,还是需要跑起来,只是减肥也很迫切,体重比较大跑步还是有些压力的,买了动感单车,就是时间稍长屁股痛这个目前比较难解决,骑还是每天在骑就是强度跟时间不太够,要保证每天30分钟的量可能会比较好。
加油吧,愿23年家人和自己都健康,顺遂。大家也一样。

]]>
生活 - 年中总结 - 2021 + 年终总结 生活 - 2021 - 技术 - 读书 - 年中总结 + 年终总结 + 2022 + 2023
- 2020年中总结 - /2020/07/11/2020%E5%B9%B4%E4%B8%AD%E6%80%BB%E7%BB%93/ - 很快2020 年就过了一半了,而且是今年这么特殊的一年,很多事情都发生的出乎意料,疫情这个绕不过去的话题,之前写了点比较愤青的文字,感觉不太适合发出来就烂在草稿箱里吧,这个目前一大影响估计是今年都没办法完全摘下口罩了,前面几个月来回杭州都开车,因为彭埠大桥不通行了,实在是非常不方便,每条路都灰常堵,心累,吐槽下杭州的交通规划和交警同志,工作实在做的不咋地。

-

另外一件是就是蜗壳,从前不知道黝黑蜗壳是啥意思,只是经常会在他的视频里看到,大学的时候在缘网下了一个集锦,炒鸡帅气,各种空接扣篮,越来越能明白那句“你永远不知道意外和明天不知道哪个会先来,且行且珍惜”的含义,只是听了很多道理,依然活不好这一生,知易行难,王阳明真的是这方面的大师,有空可以看看这方面的书,一直想写写我跟篮球跟蜗壳的这十几年,争取能早日写好吧,不过得找个静得下来的时候写。

-

正事方面上半年还是挺让人失望的,没有达成一些目标,应该还是能力不足吧,技术方面分析一下还是停留在看的表面层,有些实操的,或者结合业务场景的能力不太行,算是在坚持写写 blog,主要是被这个每周一篇的目标推着走,有时会比较焦虑,内容产出也还比较差,希望能在后面有些改善,可能会降低频率,只是觉得降低了也不一定能有比较好的提升,无法战胜自己的惰性,所以暂时还是坚持下这个目标吧,还有就是 coding 能力,有时候也应该刷刷题,提升思维敏捷度,大脑用太少可能生锈了,况且本来就不是很有优势,虽然失望也只能继续努力吧,日拱一卒,来日方长,加油吧~😔

-

还有就是跑步减肥了,截止今天,上半年跑了 136 公里了,因为疫情影响,农历年后是从 4 月 17 号开始跑的,去年跑到了 300 公里,奖励自己了一个手表(真的挺后悔的,还不如 200 块买个手表),今年希望可以能在这个基础上再进一步,一直跟领导说,跑步算是我坚持下来的唯一一个好习惯了,618 买了个跑步机,周末回家了可以不受天气影响的多跑跑,不过如果天气好可能还是会出去跑跑,跑步机跑道多少还是有点拘束,只是感觉可能是我还是吃得太多了🤦‍♂️,效果不是很明显,还在 80 这个坎徘徊,等于浪费了大半年,可能是年初的项目太费心力,压力比较大,吃得更多,是不是可以算工伤😄,这方面也需要好好调整,可以放得开一点,虽然不太可能一下子到位,但是总要去努力下,随着年龄成长总要承担更多,也要看得开一点,没法事事如愿,尽力就好了,减肥这个事情还在结合一些俯卧撑啥的,希望也能坚持下去,加油吧,不知道原话怎么说的,意思是人类最大的勇敢就是看透了人世间的苦难,仍然热爱生活。我当然没可能让内心变得这么强大,试着去努力吧,奥力给!

-]]>
+ 34_Search_for_a_Range + /2016/08/14/34-Search-for-a-Range/ + question

34. Search for a Range

Original Page

+

Given a sorted array of integers, find the starting and ending position of a given target value.

+

Your algorithm’s runtime complexity must be in the order of O(log n).

+

If the target is not found in the array, return [-1, -1].

+

For example,
Given [5, 7, 7, 8, 8, 10] and target value 8,
return [3, 4].

+

analysis

一开始就想到了二分查找,但是原来做二分查找的时候一般都是找到确定的那个数就完成了,
这里的情况比较特殊,需要找到整个区间,所以需要两遍查找,并且一个是找到小于target
的最大索引,一个是找到大于target的最大索引,代码参考leetcode discuss,这位仁
兄也做了详细的分析解释。

+

code

class Solution {
public:
vector<int> searchRange(vector<int>& nums, int target) {
vector<int> ret(2, -1);
int i = 0, j = nums.size() - 1;
int mid;
while(i < j){
mid = (i + j) / 2;
if(nums[mid] < target) i = mid + 1;
else j = mid;
}
if(nums[i] != target) return ret;
else {
ret[0] = i;
if((i+1) < (nums.size() - 1) && nums[i+1] > target){
ret[1] = i;
return ret;
}
} //一点小优化
j = nums.size() - 1;
while(i < j){
mid = (i + j) / 2 + 1;
if(nums[mid] > target) j = mid - 1;
else i = mid;
}
ret[1] = j;
return ret;
}
};
]]>
- 生活 - 年中总结 - 2020 + leetcode - 生活 - 2020 - 年中总结 + leetcode + c++
@@ -149,6 +144,82 @@ 拖更 + + AQS篇二 之 Condition 浅析笔记 + /2021/02/21/AQS-%E4%B9%8B-Condition-%E6%B5%85%E6%9E%90%E7%AC%94%E8%AE%B0/ + Condition也是 AQS 中很重要的一块内容,可以先看段示例代码,这段代码应该来自于Doug Lea大大,可以在 javadoc 中的 condition 部分找到,其实大大原来写过基于 synchronized 实现的,后面我也贴下代码

+
import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

class BoundedBuffer {
final Lock lock = new ReentrantLock();
// condition 依赖于 lock 来产生
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();

// 对象池子,put 跟 take 的就是这里的
final Object[] items = new Object[100];
int putptr, takeptr, count;

// 生产
public void put(Object x) throws InterruptedException {
// 这里也说明了,需要先拥有锁
lock.lock();
try {
while (count == items.length)
notFull.await(); // 队列已满,等待,直到 not full 才能继续生产
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal(); // 生产成功,队列已经 not empty 了,发个通知出去
} finally {
lock.unlock();
}
}

// 消费
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await(); // 队列为空,等待,直到队列 not empty,才能继续消费
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal(); // 被我消费掉一个,队列 not full 了,发个通知出去
return x;
} finally {
lock.unlock();
}
}
}
+ +

介绍下 Condition 的结构

+
public class ConditionObject implements Condition, java.io.Serializable {
private static final long serialVersionUID = 1173984872572414699L;
/** First node of condition queue. */
private transient Node firstWaiter;
/** Last node of condition queue. */
private transient Node lastWaiter;
+

主要的就这么点,而且也复用了 AQS 阻塞队列或者大大叫 lock queue中同样的 Node 节点,只不过它没有使用其中的双向队列,也就是prev 和 next,而是在 Node 中的 nextWaiter,所以只是个单向的队列,没使用 next 其实还有个用处,后面会提到,看下结构的示意图

然后主要是看两个方法,awaitsignal,
先来看下 await

+
/**
* Implements interruptible condition wait.
* <ol>
* <li> If current thread is interrupted, throw InterruptedException.
* <li> Save lock state returned by {@link #getState}.
* <li> Invoke {@link #release} with saved state as argument,
* throwing IllegalMonitorStateException if it fails.
* <li> Block until signalled or interrupted.
* <li> Reacquire by invoking specialized version of
* {@link #acquire} with saved state as argument.
* <li> If interrupted while blocked in step 4, throw InterruptedException.
* </ol>
*/
public final void await() throws InterruptedException {
if (Thread.interrupted())
throw new InterruptedException();

// 将当前节点包装成一个 condition waiter node 节点
Node node = addConditionWaiter();

// 完全释放占有的锁,这里需要是占有锁的线程
int savedState = fullyRelease(node);
int interruptMode = 0;

// 判断下是否在阻塞队列中,因为有可能被其他节点从等待队列移动到阻塞队列
while (!isOnSyncQueue(node)) {
// park等待,等待被唤醒
LockSupport.park(this);
if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
break;
}

// 被唤醒后进入阻塞队列,等待获取锁,这里继续用了fullyRelease返回的 state
if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
interruptMode = REINTERRUPT;
if (node.nextWaiter != null) // clean up if cancelled
unlinkCancelledWaiters();
if (interruptMode != 0)
reportInterruptAfterWait(interruptMode);
}
+

添加条件队列节点

+
/**
* Adds a new waiter to wait queue.
* @return its new wait node
*/
private Node addConditionWaiter() {
Node t = lastWaiter;
// If lastWaiter is cancelled, clean out.
// 如果节点已经不是 CONDITION 状态了,表示已经取消了
if (t != null && t.waitStatus != Node.CONDITION) {
// 把等待队列中取消的节点清理出去
unlinkCancelledWaiters();
t = lastWaiter;
}
// 把当前线程包装成waitStatus=CONDITION 的节点
Node node = new Node(Thread.currentThread(), Node.CONDITION);
// 没有 lastWaiter 节点,直接是 firstWaiter
if (t == null)
firstWaiter = node;
else
// 不然就接在 lastWaiter 后面
t.nextWaiter = node;
// 当前节点就会变成新的 lastWaiter
lastWaiter = node;
return node;
}
+

清理取消的节点

+
/**
* Unlinks cancelled waiter nodes from condition queue.
* Called only while holding lock. This is called when
* cancellation occurred during condition wait, and upon
* insertion of a new waiter when lastWaiter is seen to have
* been cancelled. This method is needed to avoid garbage
* retention in the absence of signals. So even though it may
* require a full traversal, it comes into play only when
* timeouts or cancellations occur in the absence of
* signals. It traverses all nodes rather than stopping at a
* particular target to unlink all pointers to garbage nodes
* without requiring many re-traversals during cancellation
* storms.
*/
private void unlinkCancelledWaiters() {
Node t = firstWaiter;
Node trail = null;
// 循环遍历单向链表的节点,如果状态不是 CONDITION 就清出去
while (t != null) {
Node next = t.nextWaiter;
// 循环链表操作,清掉取消的节点
if (t.waitStatus != Node.CONDITION) {
t.nextWaiter = null;
if (trail == null)
firstWaiter = next;
else
trail.nextWaiter = next;
if (next == null)
lastWaiter = trail;
}
else
trail = t;
t = next;
}
}
+ +

完全释放锁

+
/**
* Invokes release with current state value; returns saved state.
* Cancels node and throws exception on failure.
* @param node the condition node for this wait
* @return previous sync state
*/
final int fullyRelease(Node node) {
boolean failed = true;
try {
// 获取下当前的 state 值,因为是可重入的,所以这个值要保存下来
int savedState = getState();
// 这里还包含比较多操作,不过跟前面分析 AQS 的释放比较类似,不深入了
if (release(savedState)) {
failed = false;
// 返回这个值
return savedState;
} else {
throw new IllegalMonitorStateException();
}
} finally {
if (failed)
node.waitStatus = Node.CANCELLED;
}
}
+

判断是否在阻塞队列中

+
/**
* Returns true if a node, always one that was initially placed on
* a condition queue, is now waiting to reacquire on sync queue.
* @param node the node
* @return true if is reacquiring
*/
final boolean isOnSyncQueue(Node node) {
// 如果waitStatus 是 CONDITION 或者没有 prev 前置节点肯定就不在
if (node.waitStatus == Node.CONDITION || node.prev == null)
return false;
// 这里就是我前面提到的 next 的作用
if (node.next != null) // If has successor, it must be on queue
return true;
// 从 tail 开始找,是否在阻塞队列中
/*
* node.prev can be non-null, but not yet on queue because
* the CAS to place it on queue can fail. So we have to
* traverse from tail to make sure it actually made it. It
* will always be near the tail in calls to this method, and
* unless the CAS failed (which is unlikely), it will be
* there, so we hardly ever traverse much.
*/
return findNodeFromTail(node);
}
/**
* Returns true if node is on sync queue by searching backwards from tail.
* Called only when needed by isOnSyncQueue.
* @return true if present
*/
private boolean findNodeFromTail(Node node) {
Node t = tail;
// 从 tail 开始,从后往前找
for (;;) {
if (t == node)
return true;
if (t == null)
return false;
t = t.prev;
}
}
+

await 的逻辑差不多就是这样子,主要的就是把自己包成一个 Node 节点,waitStatus 的状态是 CONDITION,挂在等待队列的最后,然后完全释放锁,park 等待

+

signal

/**
* Moves the longest-waiting thread, if one exists, from the
* wait queue for this condition to the wait queue for the
* owning lock.
*
* @throws IllegalMonitorStateException if {@link #isHeldExclusively}
* returns {@code false}
*/
public final void signal() {
if (!isHeldExclusively())
throw new IllegalMonitorStateException();
// firstWaiter 肯定是最早开始等待的
Node first = firstWaiter;
// 如果不为空就唤醒
if (first != null)
doSignal(first);
}
/**
* Removes and transfers nodes until hit non-cancelled one or
* null. Split out from signal in part to encourage compilers
* to inline the case of no waiters.
* @param first (non-null) the first node on condition queue
*/
private void doSignal(Node first) {
do {
// 因为要去唤醒 first 节点了,firstWaiter 需要再从后面找一个
// 并且判断是否为空,如果是空的话就直接可以把 lastWaiter 设置成空了
if ( (firstWaiter = first.nextWaiter) == null)
lastWaiter = null;
// first 不需要继续保存后面的 waiter 了,因为 firstWaiter 已经是 first 的后置节点了
first.nextWaiter = null;
// 如果 first 节点转移不成功,并且 firstWaiter 节点不为空,则继续进入循环
} while (!transferForSignal(first) &&
(first = firstWaiter) != null);
}
/**
* Transfers a node from a condition queue onto sync queue.
* Returns true if successful.
* @param node the node
* @return true if successfully transferred (else the node was
* cancelled before signal)
*/
final boolean transferForSignal(Node node) {
/*
* If cannot change waitStatus, the node has been cancelled.
*/
// 如果状态已经不是 CONDITION 就不会设置成功,返回 false
if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
return false;
/*
* Splice onto queue and try to set waitStatus of predecessor to
* indicate that thread is (probably) waiting. If cancelled or
* attempt to set waitStatus fails, wake up to resync (in which
* case the waitStatus can be transiently and harmlessly wrong).
*/
// 调用跟aqs 第一篇中一样的 enq 方法进入阻塞队列,返回入队后的前一节点
Node p = enq(node);
int ws = p.waitStatus;
// 将前置节点状态设置成SIGNAL,表示后面有节点在等了
if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
LockSupport.unpark(node.thread);
// 返回 true,上一个方法的循环就退出了
return true;
}
+

这里其实就是把 condition 等待队列的第一个未取消的节点入队到阻塞队列去争锁

+

附录

synchronized 版的 BoundedBuffer

+
/*
File: BoundedBuffer.java

Originally written by Doug Lea and released into the public domain.
This may be used for any purposes whatsoever without acknowledgment.
Thanks for the assistance and support of Sun Microsystems Labs,
and everyone contributing, testing, and using this code.

History:
Date Who What
11Jun1998 dl Create public version
17Jul1998 dl Simplified by eliminating wait counts
25aug1998 dl added peek
5May1999 dl replace % with conditional (slightly faster)
*/

package EDU.oswego.cs.dl.util.concurrent;

/**
* Efficient array-based bounded buffer class.
* Adapted from CPJ, chapter 8, which describes design.
* <p>[<a href="http://gee.cs.oswego.edu/dl/classes/EDU/oswego/cs/dl/util/concurrent/intro.html"> Introduction to this package. </a>] <p>
**/

public class BoundedBuffer implements BoundedChannel {

protected final Object[] array_; // the elements

protected int takePtr_ = 0; // circular indices
protected int putPtr_ = 0;

protected int usedSlots_ = 0; // length
protected int emptySlots_; // capacity - length

/**
* Helper monitor to handle puts.
**/
protected final Object putMonitor_ = new Object();

/**
* Create a BoundedBuffer with the given capacity.
* @exception IllegalArgumentException if capacity less or equal to zero
**/
public BoundedBuffer(int capacity) throws IllegalArgumentException {
if (capacity <= 0) throw new IllegalArgumentException();
array_ = new Object[capacity];
emptySlots_ = capacity;
}

/**
* Create a buffer with the current default capacity
**/

public BoundedBuffer() {
this(DefaultChannelCapacity.get());
}

/**
* Return the number of elements in the buffer.
* This is only a snapshot value, that may change
* immediately after returning.
**/
public synchronized int size() { return usedSlots_; }

public int capacity() { return array_.length; }

protected void incEmptySlots() {
synchronized(putMonitor_) {
++emptySlots_;
putMonitor_.notify();
}
}

protected synchronized void incUsedSlots() {
++usedSlots_;
notify();
}

protected final void insert(Object x) { // mechanics of put
--emptySlots_;
array_[putPtr_] = x;
if (++putPtr_ >= array_.length) putPtr_ = 0;
}

protected final Object extract() { // mechanics of take
--usedSlots_;
Object old = array_[takePtr_];
array_[takePtr_] = null;
if (++takePtr_ >= array_.length) takePtr_ = 0;
return old;
}

public Object peek() {
synchronized(this) {
if (usedSlots_ > 0)
return array_[takePtr_];
else
return null;
}
}


public void put(Object x) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
while (emptySlots_ <= 0) {
try { putMonitor_.wait(); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
}
insert(x);
}
incUsedSlots();
}

public boolean offer(Object x, long msecs) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;
while (emptySlots_ <= 0) {
if (waitTime <= 0) return false;
try { putMonitor_.wait(waitTime); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);
}
insert(x);
}
incUsedSlots();
return true;
}



public Object take() throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
while (usedSlots_ <= 0) {
try { wait(); }
catch (InterruptedException ex) {
notify();
throw ex;
}
}
old = extract();
}
incEmptySlots();
return old;
}

public Object poll(long msecs) throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;

while (usedSlots_ <= 0) {
if (waitTime <= 0) return null;
try { wait(waitTime); }
catch (InterruptedException ex) {
notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);

}
old = extract();
}
incEmptySlots();
return old;
}

}

+]]>
+ + Java + 并发 + + + java + 并发 + j.u.c + aqs + condition + await + signal + lock + unlock + +
+ + AQS篇一 + /2021/02/14/AQS%E7%AF%87%E4%B8%80/ + 很多东西都是时看时新,而且时间长了也会忘,所以再来复习下,也会有一些新的角度看法这次来聊下AQS的内容,主要是这几个点,

+

第一个线程

第一个线程抢到锁了,此时state跟阻塞队列是怎么样的,其实这里是之前没理解对的地方

+
/**
* Fair version of tryAcquire. Don't grant access unless
* recursive call or no waiters or is first.
*/
protected final boolean tryAcquire(int acquires) {
final Thread current = Thread.currentThread();
int c = getState();
// 这里如果state还是0说明锁还空着
if (c == 0) {
// 因为是公平锁版本的,先去看下是否阻塞队列里有排着队的
if (!hasQueuedPredecessors() &&
compareAndSetState(0, acquires)) {
// 没有排队的,并且state使用cas设置成功的就标记当前占有锁的线程是我
setExclusiveOwnerThread(current);
// 然后其实就返回了,包括阻塞队列的head和tail节点和waitStatus都没有设置
return true;
}
}
else if (current == getExclusiveOwnerThread()) {
int nextc = c + acquires;
if (nextc < 0)
throw new Error("Maximum lock count exceeded");
setState(nextc);
return true;
}
// 这里就是第二个线程会返回false
return false;
}
}
+ +

第二个线程

当第二个线程进来的时候应该是怎么样,结合代码来看

+
/**
* Acquires in exclusive mode, ignoring interrupts. Implemented
* by invoking at least once {@link #tryAcquire},
* returning on success. Otherwise the thread is queued, possibly
* repeatedly blocking and unblocking, invoking {@link
* #tryAcquire} until success. This method can be used
* to implement method {@link Lock#lock}.
*
* @param arg the acquire argument. This value is conveyed to
* {@link #tryAcquire} but is otherwise uninterpreted and
* can represent anything you like.
*/
public final void acquire(int arg) {
// 前面第一种情况是tryAcquire直接成功了,这个if判断第一个条件就是false,就不往下执行了
// 如果是第二个线程,第一个条件获取锁不成功,条件判断!tryAcquire(arg) == true,就会走
// acquireQueued(addWaiter(Node.EXCLUSIVE), arg)
if (!tryAcquire(arg) &&
acquireQueued(addWaiter(Node.EXCLUSIVE), arg))
selfInterrupt();
}
+ +

然后来看下addWaiter的逻辑

+
/**
* Creates and enqueues node for current thread and given mode.
*
* @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared
* @return the new node
*/
private Node addWaiter(Node mode) {
// 这里是包装成一个node
Node node = new Node(Thread.currentThread(), mode);
// Try the fast path of enq; backup to full enq on failure
// 最快的方式就是把当前线程的节点放在阻塞队列的最后
Node pred = tail;
// 只有当tail,也就是pred不为空的时候可以直接接上
if (pred != null) {
node.prev = pred;
// 如果这里cas成功了,就直接接上返回了
if (compareAndSetTail(pred, node)) {
pred.next = node;
return node;
}
}
// 不然就会继续走到这里
enq(node);
return node;
}
+ +

然后就是enq的逻辑了

+
/**
* Inserts node into queue, initializing if necessary. See picture above.
* @param node the node to insert
* @return node's predecessor
*/
private Node enq(final Node node) {
for (;;) {
// 如果状态没变化的话,tail这时还是null的
Node t = tail;
if (t == null) { // Must initialize
// 这里就会初始化头结点,就是个空节点
if (compareAndSetHead(new Node()))
// tail也赋值成head
tail = head;
} else {
// 这里就设置tail了
node.prev = t;
if (compareAndSetTail(t, node)) {
t.next = node;
return t;
}
}
}
}
+ +

所以从这里可以看出来,其实head头结点不是个真实的带有线程的节点,并且不是在第一个线程进来的时候设置的

+

解锁

通过代码来看下

+
/**
* Attempts to release this lock.
*
* <p>If the current thread is the holder of this lock then the hold
* count is decremented. If the hold count is now zero then the lock
* is released. If the current thread is not the holder of this
* lock then {@link IllegalMonitorStateException} is thrown.
*
* @throws IllegalMonitorStateException if the current thread does not
* hold this lock
*/
public void unlock() {
// 释放锁
sync.release(1);
}
/**
* Releases in exclusive mode. Implemented by unblocking one or
* more threads if {@link #tryRelease} returns true.
* This method can be used to implement method {@link Lock#unlock}.
*
* @param arg the release argument. This value is conveyed to
* {@link #tryRelease} but is otherwise uninterpreted and
* can represent anything you like.
* @return the value returned from {@link #tryRelease}
*/
public final boolean release(int arg) {
// 尝试去释放
if (tryRelease(arg)) {
Node h = head;
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}
protected final boolean tryRelease(int releases) {
int c = getState() - releases;
if (Thread.currentThread() != getExclusiveOwnerThread())
throw new IllegalMonitorStateException();
boolean free = false;
// 判断是否完全释放锁,因为可重入
if (c == 0) {
free = true;
setExclusiveOwnerThread(null);
}
setState(c);
return free;
}
// 这段代码和上面的一致,只是为了顺序性,又拷下来看下

public final boolean release(int arg) {
// 尝试去释放,如果是完全释放,返回的就是true,否则是false
if (tryRelease(arg)) {
Node h = head;
// 这里判断头结点是否为空以及waitStatus的状态,前面说了head节点其实是
// 在第二个线程进来的时候初始化的,如果是空的话说明没后续节点,并且waitStatus
// 也表示了后续的等待状态
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}

/**
* Wakes up node's successor, if one exists.
*
* @param node the node
*/
// 唤醒后继节点
private void unparkSuccessor(Node node) {
/*
* If status is negative (i.e., possibly needing signal) try
* to clear in anticipation of signalling. It is OK if this
* fails or if status is changed by waiting thread.
*/
int ws = node.waitStatus;
if (ws < 0)
compareAndSetWaitStatus(node, ws, 0);

/*
* Thread to unpark is held in successor, which is normally
* just the next node. But if cancelled or apparently null,
* traverse backwards from tail to find the actual
* non-cancelled successor.
*/
Node s = node.next;
// 如果后继节点是空或者当前节点取消等待了
if (s == null || s.waitStatus > 0) {
s = null;
// 从后往前找,找到非取消的节点,注意这里不是找到就退出,而是一直找到头
// 所以不必担心中间有取消的
for (Node t = tail; t != null && t != node; t = t.prev)
if (t.waitStatus <= 0)
s = t;
}
if (s != null)
// 将其唤醒
LockSupport.unpark(s.thread);
}
+ + + + +]]>
+ + Java + 并发 + + + java + 并发 + j.u.c + aqs + +
AbstractQueuedSynchronizer /2019/09/23/AbstractQueuedSynchronizer/ @@ -166,6 +237,46 @@ aqs + + Apollo 如何获取当前环境 + /2022/09/04/Apollo-%E5%A6%82%E4%BD%95%E8%8E%B7%E5%8F%96%E5%BD%93%E5%89%8D%E7%8E%AF%E5%A2%83/ + 在用 Apollo 作为配置中心的过程中才到过几个坑,这边记录下,因为运行 java 服务的启动参数一般比较固定,所以我们在一个新环境里运行的时候没有特意去检查,然后突然发现业务上有一些数据异常,排查之后才发现java 服务连接了测试环境的 apollo,而原因是因为环境变量传了-Denv=fat,而在我们的环境配置中 fat 就是代表测试环境, 其实应该是-Denv=pro,而 apollo 总共有这些环境

+
public enum Env{
LOCAL, DEV, FWS, FAT, UAT, LPT, PRO, TOOLS, UNKNOWN;

public static Env fromString(String env) {
Env environment = EnvUtils.transformEnv(env);
Preconditions.checkArgument(environment != UNKNOWN, String.format("Env %s is invalid", env));
return environment;
}
}
+

而这些解释

+
/**
* Here is the brief description for all the predefined environments:
* <ul>
* <li>LOCAL: Local Development environment, assume you are working at the beach with no network access</li>
* <li>DEV: Development environment</li>
* <li>FWS: Feature Web Service Test environment</li>
* <li>FAT: Feature Acceptance Test environment</li>
* <li>UAT: User Acceptance Test environment</li>
* <li>LPT: Load and Performance Test environment</li>
* <li>PRO: Production environment</li>
* <li>TOOLS: Tooling environment, a special area in production environment which allows
* access to test environment, e.g. Apollo Portal should be deployed in tools environment</li>
* </ul>
*/
+

那如果要在运行时知道 apollo 当前使用的环境可以用这个

+
Env apolloEnv = ApolloInjector.getInstance(ConfigUtil.class).getApolloEnv();
+

简单记录下。

+]]>
+ + Java + + + Java + Apollo + environment + +
+ + add-two-number + /2015/04/14/Add-Two-Number/ + problem

You are given two linked lists representing two non-negative numbers. The digits are stored in reverse order and each of their nodes contain a single digit. Add the two numbers and return it as a linked list.

+

Input:(2 -> 4 -> 3) + (5 -> 6 -> 4)
Output: 7 -> 0 -> 8

+

分析(不用英文装逼了)
这个代码是抄来的,链接原作是这位大大。

+ +

一开始没看懂题,后来发现是要进位的,自己写的时候想把长短不同时长的串接到结果
串的后面,试了下因为进位会有些问题比较难搞定,这样的话就是在其中一个为空的
时候还是会循环操作,在链表太大的时候可能会有问题,就这样(逃
原来是有个小错误没发现,改进后的代码也AC了,棒棒哒!

+

正确代码

/**
* Definition for singly-linked list.
* struct ListNode {
* int val;
* ListNode *next;
* ListNode(int x) : val(x), next(NULL) {}
* };
*/
class Solution {
public:
ListNode *addTwoNumbers(ListNode *l1, ListNode *l2) {
ListNode dummy(0);
ListNode* p = &dummy;

int cn = 0;
while(l1 || l2){
int val = cn + (l1 ? l1->val : 0) + (l2 ? l2->val : 0);
cn = val / 10;
val = val % 10;
p->next = new ListNode(val);
p = p->next;
if(l1){
l1 = l1->next;
}
if(l2){
l2 = l2->next;
}
}
if(cn != 0){
p->next = new ListNode(cn);
p = p->next;
}
return dummy.next;
}
};
+ +

失败的代码

/**
* Definition for singly-linked list.
* struct ListNode {
* int val;
* ListNode *next;
* ListNode(int x) : val(x), next(NULL) {}
* };
*/
class Solution {
public:
ListNode *addTwoNumbers(ListNode *l1, ListNode *l2) {
ListNode dummy(0);
ListNode* p = &dummy;

int cn = 0;
int flag = 0;
while(l1 || l2){
int val = cn + (l1 ? l1->val : 0) + (l2 ? l2->val : 0);
cn = val / 10;
val = val % 10;
p->next = new ListNode(val);
p = p->next;
if(!l1 && cn == 0){
flag = 1;
break;
}
if(!l2 && cn == 0){
flag = 1;
break;
}
if(l1){
l1 = l1->next;
}
if(l2){
l2 = l2->next;
}
}
if(!l1 && cn == 0 && flag == 1){
p->next = l2->next;
}
if(!l2 && cn == 0 && flag == 1){
p->next = l1->next;
}
if(cn != 0){
p->next = new ListNode(cn);
p = p->next;
}
return dummy.next;
}
};
+]]>
+ + leetcode + + + leetcode + c++ + +
Apollo 客户端启动过程分析 /2022/09/18/Apollo-%E5%AE%A2%E6%88%B7%E7%AB%AF%E5%90%AF%E5%8A%A8%E8%BF%87%E7%A8%8B%E5%88%86%E6%9E%90/ @@ -215,26 +326,6 @@ Apollo - - Apollo 如何获取当前环境 - /2022/09/04/Apollo-%E5%A6%82%E4%BD%95%E8%8E%B7%E5%8F%96%E5%BD%93%E5%89%8D%E7%8E%AF%E5%A2%83/ - 在用 Apollo 作为配置中心的过程中才到过几个坑,这边记录下,因为运行 java 服务的启动参数一般比较固定,所以我们在一个新环境里运行的时候没有特意去检查,然后突然发现业务上有一些数据异常,排查之后才发现java 服务连接了测试环境的 apollo,而原因是因为环境变量传了-Denv=fat,而在我们的环境配置中 fat 就是代表测试环境, 其实应该是-Denv=pro,而 apollo 总共有这些环境

-
public enum Env{
LOCAL, DEV, FWS, FAT, UAT, LPT, PRO, TOOLS, UNKNOWN;

public static Env fromString(String env) {
Env environment = EnvUtils.transformEnv(env);
Preconditions.checkArgument(environment != UNKNOWN, String.format("Env %s is invalid", env));
return environment;
}
}
-

而这些解释

-
/**
* Here is the brief description for all the predefined environments:
* <ul>
* <li>LOCAL: Local Development environment, assume you are working at the beach with no network access</li>
* <li>DEV: Development environment</li>
* <li>FWS: Feature Web Service Test environment</li>
* <li>FAT: Feature Acceptance Test environment</li>
* <li>UAT: User Acceptance Test environment</li>
* <li>LPT: Load and Performance Test environment</li>
* <li>PRO: Production environment</li>
* <li>TOOLS: Tooling environment, a special area in production environment which allows
* access to test environment, e.g. Apollo Portal should be deployed in tools environment</li>
* </ul>
*/
-

那如果要在运行时知道 apollo 当前使用的环境可以用这个

-
Env apolloEnv = ApolloInjector.getInstance(ConfigUtil.class).getApolloEnv();
-

简单记录下。

-]]>
- - Java - - - Java - Apollo - environment - -
Apollo 的 value 注解是怎么自动更新的 /2020/11/01/Apollo-%E7%9A%84-value-%E6%B3%A8%E8%A7%A3%E6%98%AF%E6%80%8E%E4%B9%88%E8%87%AA%E5%8A%A8%E6%9B%B4%E6%96%B0%E7%9A%84/ @@ -260,142 +351,81 @@ - Clone Graph Part I - /2014/12/30/Clone-Graph-Part-I/ - problem
Clone a graph. Input is a Node pointer. Return the Node pointer of the cloned graph.

A graph is defined below:
struct Node {
vector neighbors;
}
- - -

code

typedef unordered_map<Node *, Node *> Map;

Node *clone(Node *graph) {
if (!graph) return NULL;

Map map;
queue<Node *> q;
q.push(graph);

Node *graphCopy = new Node();
map[graph] = graphCopy;

while (!q.empty()) {
Node *node = q.front();
q.pop();
int n = node->neighbors.size();
for (int i = 0; i < n; i++) {
Node *neighbor = node->neighbors[i];
// no copy exists
if (map.find(neighbor) == map.end()) {
Node *p = new Node();
map[node]->neighbors.push_back(p);
map[neighbor] = p;
q.push(neighbor);
} else { // a copy already exists
map[node]->neighbors.push_back(map[neighbor]);
}
}
}

return graphCopy;
}
-

anlysis

using the Breadth-first traversal
and use a map to save the neighbors not to be duplicated.

+ 2021 年中总结 + /2021/07/18/2021-%E5%B9%B4%E4%B8%AD%E6%80%BB%E7%BB%93/ + 又到半年总结时,第一次写总结类型的文章感觉挺好写的,但是后面总觉得这过去的一段时间所做的事情,能力上的成长低于预期,但是是需要总结下,找找问题,顺便展望下未来。

+

这一年做的最让自己满意的应该就是看了一些书,由折腾群洋总发起的读书打卡活动,到目前为止已经读完了这几本书,《cUrl 必知必会》,《古董局中局 1》,《古董局中局 2》,《算法图解》,《每天 5 分钟玩转 Kubernetes》《幸福了吗?》《高可用可伸缩微服务架构:基于 Dubbo、Spring Cloud和 Service Mesh》《Rust 权威指南》后面可以写个专题说说看的这些书,虽然每天打卡如果时间安排不好,并且看的书像 rust 这样比较难的话还是会有点小焦虑,不过也是个调整过程,一方面可以在白天就抽空看一会,然后也不必要每次都看很大一章,注重吸收。

+

技术上的成长的话,有一些比较小的长进吧,对于一些之前忽视的 synchronized,ThreadLocal 和 AQS 等知识点做了下查漏补缺了,然后多了解了一些 Java 垃圾回收的内容,但是在实操上还是比较欠缺,成型的技术方案,架构上所谓的优化也比较少,一些想法也还有考虑不周全的地方,还需要多花时间和心思去学习加强,特别是在目前已经有的基础上如何做系统深层次的优化,既不要是鸡毛蒜皮的,也不能出现一些不可接受的问题和故障,这是个很重要的课题,需要好好学习,后面考虑定一些周期性目标,两个月左右能有一些成果和总结。

+

另外一部分是自己的服务,因为 ucloud 的机器太贵就没续费了,所以都迁移到腾讯云的小机器上了,顺便折腾了一点点 traefik,但是还很不熟练,不太习惯这一套,一方面是 docker 还不习惯,这也加重了对这套环境的不适应,还是习惯裸机部署,另一方面就是 k8s 了,家里的机器还没虚拟化,没有很好的条件可以做实验,这也是读书打卡的一个没做好的点,整体的学习效果受限于深度和实操,后面是看都是用 traefik,也找到了一篇文章可以 traefik 转发到裸机应用,因为主仓库用的是裸机的 gogs。

+

还有就是运动减肥上,唉,这又是很大的一个痛点,基本没效果,只是还算稳定,昨天看到一个视频说还需要力量训练来增肌,以此可以提升基础代谢,打算往这个方向尝试下,因为今天没有疫情限制了,在 6 月底完成了 200 公里的跑步小目标,只是有些膝盖跟大腿根外侧不适,抽空得去看下医生,后面打算每天也能做点卷腹跟俯卧撑。

+

下半年还希望能继续多看看书,比很多网上各种乱七八糟的文章会好很多,结合豆瓣评分,找一些评价高一些的文章,但也不是说分稍低点的就不行,有些也看人是不是适合,一般 6 分以上评价比较多的就可以试试。

]]>
- leetcode - - - leetcode - C++ - -
- - AQS篇二 之 Condition 浅析笔记 - /2021/02/21/AQS-%E4%B9%8B-Condition-%E6%B5%85%E6%9E%90%E7%AC%94%E8%AE%B0/ - Condition也是 AQS 中很重要的一块内容,可以先看段示例代码,这段代码应该来自于Doug Lea大大,可以在 javadoc 中的 condition 部分找到,其实大大原来写过基于 synchronized 实现的,后面我也贴下代码

-
import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

class BoundedBuffer {
final Lock lock = new ReentrantLock();
// condition 依赖于 lock 来产生
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();

// 对象池子,put 跟 take 的就是这里的
final Object[] items = new Object[100];
int putptr, takeptr, count;

// 生产
public void put(Object x) throws InterruptedException {
// 这里也说明了,需要先拥有锁
lock.lock();
try {
while (count == items.length)
notFull.await(); // 队列已满,等待,直到 not full 才能继续生产
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal(); // 生产成功,队列已经 not empty 了,发个通知出去
} finally {
lock.unlock();
}
}

// 消费
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await(); // 队列为空,等待,直到队列 not empty,才能继续消费
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal(); // 被我消费掉一个,队列 not full 了,发个通知出去
return x;
} finally {
lock.unlock();
}
}
}
- -

介绍下 Condition 的结构

-
public class ConditionObject implements Condition, java.io.Serializable {
private static final long serialVersionUID = 1173984872572414699L;
/** First node of condition queue. */
private transient Node firstWaiter;
/** Last node of condition queue. */
private transient Node lastWaiter;
-

主要的就这么点,而且也复用了 AQS 阻塞队列或者大大叫 lock queue中同样的 Node 节点,只不过它没有使用其中的双向队列,也就是prev 和 next,而是在 Node 中的 nextWaiter,所以只是个单向的队列,没使用 next 其实还有个用处,后面会提到,看下结构的示意图

然后主要是看两个方法,awaitsignal,
先来看下 await

-
/**
* Implements interruptible condition wait.
* <ol>
* <li> If current thread is interrupted, throw InterruptedException.
* <li> Save lock state returned by {@link #getState}.
* <li> Invoke {@link #release} with saved state as argument,
* throwing IllegalMonitorStateException if it fails.
* <li> Block until signalled or interrupted.
* <li> Reacquire by invoking specialized version of
* {@link #acquire} with saved state as argument.
* <li> If interrupted while blocked in step 4, throw InterruptedException.
* </ol>
*/
public final void await() throws InterruptedException {
if (Thread.interrupted())
throw new InterruptedException();

// 将当前节点包装成一个 condition waiter node 节点
Node node = addConditionWaiter();

// 完全释放占有的锁,这里需要是占有锁的线程
int savedState = fullyRelease(node);
int interruptMode = 0;

// 判断下是否在阻塞队列中,因为有可能被其他节点从等待队列移动到阻塞队列
while (!isOnSyncQueue(node)) {
// park等待,等待被唤醒
LockSupport.park(this);
if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
break;
}

// 被唤醒后进入阻塞队列,等待获取锁,这里继续用了fullyRelease返回的 state
if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
interruptMode = REINTERRUPT;
if (node.nextWaiter != null) // clean up if cancelled
unlinkCancelledWaiters();
if (interruptMode != 0)
reportInterruptAfterWait(interruptMode);
}
-

添加条件队列节点

-
/**
* Adds a new waiter to wait queue.
* @return its new wait node
*/
private Node addConditionWaiter() {
Node t = lastWaiter;
// If lastWaiter is cancelled, clean out.
// 如果节点已经不是 CONDITION 状态了,表示已经取消了
if (t != null && t.waitStatus != Node.CONDITION) {
// 把等待队列中取消的节点清理出去
unlinkCancelledWaiters();
t = lastWaiter;
}
// 把当前线程包装成waitStatus=CONDITION 的节点
Node node = new Node(Thread.currentThread(), Node.CONDITION);
// 没有 lastWaiter 节点,直接是 firstWaiter
if (t == null)
firstWaiter = node;
else
// 不然就接在 lastWaiter 后面
t.nextWaiter = node;
// 当前节点就会变成新的 lastWaiter
lastWaiter = node;
return node;
}
-

清理取消的节点

-
/**
* Unlinks cancelled waiter nodes from condition queue.
* Called only while holding lock. This is called when
* cancellation occurred during condition wait, and upon
* insertion of a new waiter when lastWaiter is seen to have
* been cancelled. This method is needed to avoid garbage
* retention in the absence of signals. So even though it may
* require a full traversal, it comes into play only when
* timeouts or cancellations occur in the absence of
* signals. It traverses all nodes rather than stopping at a
* particular target to unlink all pointers to garbage nodes
* without requiring many re-traversals during cancellation
* storms.
*/
private void unlinkCancelledWaiters() {
Node t = firstWaiter;
Node trail = null;
// 循环遍历单向链表的节点,如果状态不是 CONDITION 就清出去
while (t != null) {
Node next = t.nextWaiter;
// 循环链表操作,清掉取消的节点
if (t.waitStatus != Node.CONDITION) {
t.nextWaiter = null;
if (trail == null)
firstWaiter = next;
else
trail.nextWaiter = next;
if (next == null)
lastWaiter = trail;
}
else
trail = t;
t = next;
}
}
- -

完全释放锁

-
/**
* Invokes release with current state value; returns saved state.
* Cancels node and throws exception on failure.
* @param node the condition node for this wait
* @return previous sync state
*/
final int fullyRelease(Node node) {
boolean failed = true;
try {
// 获取下当前的 state 值,因为是可重入的,所以这个值要保存下来
int savedState = getState();
// 这里还包含比较多操作,不过跟前面分析 AQS 的释放比较类似,不深入了
if (release(savedState)) {
failed = false;
// 返回这个值
return savedState;
} else {
throw new IllegalMonitorStateException();
}
} finally {
if (failed)
node.waitStatus = Node.CANCELLED;
}
}
-

判断是否在阻塞队列中

-
/**
* Returns true if a node, always one that was initially placed on
* a condition queue, is now waiting to reacquire on sync queue.
* @param node the node
* @return true if is reacquiring
*/
final boolean isOnSyncQueue(Node node) {
// 如果waitStatus 是 CONDITION 或者没有 prev 前置节点肯定就不在
if (node.waitStatus == Node.CONDITION || node.prev == null)
return false;
// 这里就是我前面提到的 next 的作用
if (node.next != null) // If has successor, it must be on queue
return true;
// 从 tail 开始找,是否在阻塞队列中
/*
* node.prev can be non-null, but not yet on queue because
* the CAS to place it on queue can fail. So we have to
* traverse from tail to make sure it actually made it. It
* will always be near the tail in calls to this method, and
* unless the CAS failed (which is unlikely), it will be
* there, so we hardly ever traverse much.
*/
return findNodeFromTail(node);
}
/**
* Returns true if node is on sync queue by searching backwards from tail.
* Called only when needed by isOnSyncQueue.
* @return true if present
*/
private boolean findNodeFromTail(Node node) {
Node t = tail;
// 从 tail 开始,从后往前找
for (;;) {
if (t == node)
return true;
if (t == null)
return false;
t = t.prev;
}
}
-

await 的逻辑差不多就是这样子,主要的就是把自己包成一个 Node 节点,waitStatus 的状态是 CONDITION,挂在等待队列的最后,然后完全释放锁,park 等待

-

signal

/**
* Moves the longest-waiting thread, if one exists, from the
* wait queue for this condition to the wait queue for the
* owning lock.
*
* @throws IllegalMonitorStateException if {@link #isHeldExclusively}
* returns {@code false}
*/
public final void signal() {
if (!isHeldExclusively())
throw new IllegalMonitorStateException();
// firstWaiter 肯定是最早开始等待的
Node first = firstWaiter;
// 如果不为空就唤醒
if (first != null)
doSignal(first);
}
/**
* Removes and transfers nodes until hit non-cancelled one or
* null. Split out from signal in part to encourage compilers
* to inline the case of no waiters.
* @param first (non-null) the first node on condition queue
*/
private void doSignal(Node first) {
do {
// 因为要去唤醒 first 节点了,firstWaiter 需要再从后面找一个
// 并且判断是否为空,如果是空的话就直接可以把 lastWaiter 设置成空了
if ( (firstWaiter = first.nextWaiter) == null)
lastWaiter = null;
// first 不需要继续保存后面的 waiter 了,因为 firstWaiter 已经是 first 的后置节点了
first.nextWaiter = null;
// 如果 first 节点转移不成功,并且 firstWaiter 节点不为空,则继续进入循环
} while (!transferForSignal(first) &&
(first = firstWaiter) != null);
}
/**
* Transfers a node from a condition queue onto sync queue.
* Returns true if successful.
* @param node the node
* @return true if successfully transferred (else the node was
* cancelled before signal)
*/
final boolean transferForSignal(Node node) {
/*
* If cannot change waitStatus, the node has been cancelled.
*/
// 如果状态已经不是 CONDITION 就不会设置成功,返回 false
if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
return false;
/*
* Splice onto queue and try to set waitStatus of predecessor to
* indicate that thread is (probably) waiting. If cancelled or
* attempt to set waitStatus fails, wake up to resync (in which
* case the waitStatus can be transiently and harmlessly wrong).
*/
// 调用跟aqs 第一篇中一样的 enq 方法进入阻塞队列,返回入队后的前一节点
Node p = enq(node);
int ws = p.waitStatus;
// 将前置节点状态设置成SIGNAL,表示后面有节点在等了
if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
LockSupport.unpark(node.thread);
// 返回 true,上一个方法的循环就退出了
return true;
}
-

这里其实就是把 condition 等待队列的第一个未取消的节点入队到阻塞队列去争锁

-

附录

synchronized 版的 BoundedBuffer

-
/*
File: BoundedBuffer.java

Originally written by Doug Lea and released into the public domain.
This may be used for any purposes whatsoever without acknowledgment.
Thanks for the assistance and support of Sun Microsystems Labs,
and everyone contributing, testing, and using this code.

History:
Date Who What
11Jun1998 dl Create public version
17Jul1998 dl Simplified by eliminating wait counts
25aug1998 dl added peek
5May1999 dl replace % with conditional (slightly faster)
*/

package EDU.oswego.cs.dl.util.concurrent;

/**
* Efficient array-based bounded buffer class.
* Adapted from CPJ, chapter 8, which describes design.
* <p>[<a href="http://gee.cs.oswego.edu/dl/classes/EDU/oswego/cs/dl/util/concurrent/intro.html"> Introduction to this package. </a>] <p>
**/

public class BoundedBuffer implements BoundedChannel {

protected final Object[] array_; // the elements

protected int takePtr_ = 0; // circular indices
protected int putPtr_ = 0;

protected int usedSlots_ = 0; // length
protected int emptySlots_; // capacity - length

/**
* Helper monitor to handle puts.
**/
protected final Object putMonitor_ = new Object();

/**
* Create a BoundedBuffer with the given capacity.
* @exception IllegalArgumentException if capacity less or equal to zero
**/
public BoundedBuffer(int capacity) throws IllegalArgumentException {
if (capacity <= 0) throw new IllegalArgumentException();
array_ = new Object[capacity];
emptySlots_ = capacity;
}

/**
* Create a buffer with the current default capacity
**/

public BoundedBuffer() {
this(DefaultChannelCapacity.get());
}

/**
* Return the number of elements in the buffer.
* This is only a snapshot value, that may change
* immediately after returning.
**/
public synchronized int size() { return usedSlots_; }

public int capacity() { return array_.length; }

protected void incEmptySlots() {
synchronized(putMonitor_) {
++emptySlots_;
putMonitor_.notify();
}
}

protected synchronized void incUsedSlots() {
++usedSlots_;
notify();
}

protected final void insert(Object x) { // mechanics of put
--emptySlots_;
array_[putPtr_] = x;
if (++putPtr_ >= array_.length) putPtr_ = 0;
}

protected final Object extract() { // mechanics of take
--usedSlots_;
Object old = array_[takePtr_];
array_[takePtr_] = null;
if (++takePtr_ >= array_.length) takePtr_ = 0;
return old;
}

public Object peek() {
synchronized(this) {
if (usedSlots_ > 0)
return array_[takePtr_];
else
return null;
}
}


public void put(Object x) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
while (emptySlots_ <= 0) {
try { putMonitor_.wait(); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
}
insert(x);
}
incUsedSlots();
}

public boolean offer(Object x, long msecs) throws InterruptedException {
if (x == null) throw new IllegalArgumentException();
if (Thread.interrupted()) throw new InterruptedException();

synchronized(putMonitor_) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;
while (emptySlots_ <= 0) {
if (waitTime <= 0) return false;
try { putMonitor_.wait(waitTime); }
catch (InterruptedException ex) {
putMonitor_.notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);
}
insert(x);
}
incUsedSlots();
return true;
}



public Object take() throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
while (usedSlots_ <= 0) {
try { wait(); }
catch (InterruptedException ex) {
notify();
throw ex;
}
}
old = extract();
}
incEmptySlots();
return old;
}

public Object poll(long msecs) throws InterruptedException {
if (Thread.interrupted()) throw new InterruptedException();
Object old = null;
synchronized(this) {
long start = (msecs <= 0)? 0 : System.currentTimeMillis();
long waitTime = msecs;

while (usedSlots_ <= 0) {
if (waitTime <= 0) return null;
try { wait(waitTime); }
catch (InterruptedException ex) {
notify();
throw ex;
}
waitTime = msecs - (System.currentTimeMillis() - start);

}
old = extract();
}
incEmptySlots();
return old;
}

}

-]]>
- - Java - 并发 + 生活 + 年中总结 + 2021 - java - aqs - 并发 - j.u.c - condition - await - signal - lock - unlock + 生活 + 2021 + 年中总结 + 技术 + 读书
- add-two-number - /2015/04/14/Add-Two-Number/ - problem

You are given two linked lists representing two non-negative numbers. The digits are stored in reverse order and each of their nodes contain a single digit. Add the two numbers and return it as a linked list.

-

Input:(2 -> 4 -> 3) + (5 -> 6 -> 4)
Output: 7 -> 0 -> 8

-

分析(不用英文装逼了)
这个代码是抄来的,链接原作是这位大大。

- -

一开始没看懂题,后来发现是要进位的,自己写的时候想把长短不同时长的串接到结果
串的后面,试了下因为进位会有些问题比较难搞定,这样的话就是在其中一个为空的
时候还是会循环操作,在链表太大的时候可能会有问题,就这样(逃
原来是有个小错误没发现,改进后的代码也AC了,棒棒哒!

-

正确代码

/**
* Definition for singly-linked list.
* struct ListNode {
* int val;
* ListNode *next;
* ListNode(int x) : val(x), next(NULL) {}
* };
*/
class Solution {
public:
ListNode *addTwoNumbers(ListNode *l1, ListNode *l2) {
ListNode dummy(0);
ListNode* p = &dummy;

int cn = 0;
while(l1 || l2){
int val = cn + (l1 ? l1->val : 0) + (l2 ? l2->val : 0);
cn = val / 10;
val = val % 10;
p->next = new ListNode(val);
p = p->next;
if(l1){
l1 = l1->next;
}
if(l2){
l2 = l2->next;
}
}
if(cn != 0){
p->next = new ListNode(cn);
p = p->next;
}
return dummy.next;
}
};
+ Comparator使用小记 + /2020/04/05/Comparator%E4%BD%BF%E7%94%A8%E5%B0%8F%E8%AE%B0/ + 在Java8的stream之前,将对象进行排序的时候,可能需要对象实现Comparable接口,或者自己实现一个Comparator,

+

比如这样子

+

我的对象是Entity

+
public class Entity {

private Long id;

private Long sortValue;

public Long getId() {
return id;
}

public void setId(Long id) {
this.id = id;
}

public Long getSortValue() {
return sortValue;
}

public void setSortValue(Long sortValue) {
this.sortValue = sortValue;
}
}
-

失败的代码

/**
* Definition for singly-linked list.
* struct ListNode {
* int val;
* ListNode *next;
* ListNode(int x) : val(x), next(NULL) {}
* };
*/
class Solution {
public:
ListNode *addTwoNumbers(ListNode *l1, ListNode *l2) {
ListNode dummy(0);
ListNode* p = &dummy;

int cn = 0;
int flag = 0;
while(l1 || l2){
int val = cn + (l1 ? l1->val : 0) + (l2 ? l2->val : 0);
cn = val / 10;
val = val % 10;
p->next = new ListNode(val);
p = p->next;
if(!l1 && cn == 0){
flag = 1;
break;
}
if(!l2 && cn == 0){
flag = 1;
break;
}
if(l1){
l1 = l1->next;
}
if(l2){
l2 = l2->next;
}
}
if(!l1 && cn == 0 && flag == 1){
p->next = l2->next;
}
if(!l2 && cn == 0 && flag == 1){
p->next = l1->next;
}
if(cn != 0){
p->next = new ListNode(cn);
p = p->next;
}
return dummy.next;
}
};
-]]>
- - leetcode - - - leetcode - c++ - -
- - Disruptor 系列三 - /2022/09/25/Disruptor-%E7%B3%BB%E5%88%97%E4%B8%89/ - 原来一直有点被误导,
gatingSequences用来标识每个 processer 的操作位点,但是怎么记录更新有点搞不清楚
其实问题在于 gatingSequences 是个 Sequence 数组,首先要看下怎么加进去的,
可以看到是在 com.lmax.disruptor.RingBuffer#addGatingSequences 这个方法里添加
首先是 com.lmax.disruptor.dsl.Disruptor#handleEventsWith(com.lmax.disruptor.EventHandler<? super T>...)
然后执行 com.lmax.disruptor.dsl.Disruptor#createEventProcessors(com.lmax.disruptor.Sequence[], com.lmax.disruptor.EventHandler<? super T>[])

-
EventHandlerGroup<T> createEventProcessors(
final Sequence[] barrierSequences,
final EventHandler<? super T>[] eventHandlers)
{
checkNotStarted();

final Sequence[] processorSequences = new Sequence[eventHandlers.length];
final SequenceBarrier barrier = ringBuffer.newBarrier(barrierSequences);

for (int i = 0, eventHandlersLength = eventHandlers.length; i < eventHandlersLength; i++)
{
final EventHandler<? super T> eventHandler = eventHandlers[i];

// 这里将 handler 包装成一个 BatchEventProcessor
final BatchEventProcessor<T> batchEventProcessor =
new BatchEventProcessor<>(ringBuffer, barrier, eventHandler);

if (exceptionHandler != null)
{
batchEventProcessor.setExceptionHandler(exceptionHandler);
}

consumerRepository.add(batchEventProcessor, eventHandler, barrier);
processorSequences[i] = batchEventProcessor.getSequence();
}

updateGatingSequencesForNextInChain(barrierSequences, processorSequences);

return new EventHandlerGroup<>(this, consumerRepository, processorSequences);
}
+

Comparator

+
public class MyComparator implements Comparator {
@Override
public int compare(Object o1, Object o2) {
Entity e1 = (Entity) o1;
Entity e2 = (Entity) o2;
if (e1.getSortValue() < e2.getSortValue()) {
return -1;
} else if (e1.getSortValue().equals(e2.getSortValue())) {
return 0;
} else {
return 1;
}
}
}
-

BatchEventProcessor 在类内有个定义 sequence

-
private final Sequence sequence = new Sequence(Sequencer.INITIAL_CURSOR_VALUE);
-

然后在上面循环中的这一句取出来

-
processorSequences[i] = batchEventProcessor.getSequence();
-

调用com.lmax.disruptor.dsl.Disruptor#updateGatingSequencesForNextInChain 方法

-
private void updateGatingSequencesForNextInChain(final Sequence[] barrierSequences, final Sequence[] processorSequences)
{
if (processorSequences.length > 0)
{
// 然后在这里添加
ringBuffer.addGatingSequences(processorSequences);
for (final Sequence barrierSequence : barrierSequences)
{
ringBuffer.removeGatingSequence(barrierSequence);
}
consumerRepository.unMarkEventProcessorsAsEndOfChain(barrierSequences);
}
}
+

比较代码

+
private static MyComparator myComparator = new MyComparator();

public static void main(String[] args) {
List<Entity> list = new ArrayList<Entity>();
Entity e1 = new Entity();
e1.setId(1L);
e1.setSortValue(1L);
list.add(e1);
Entity e2 = new Entity();
e2.setId(2L);
e2.setSortValue(null);
list.add(e2);
Collections.sort(list, myComparator);
-

而如何更新则是在处理器 com.lmax.disruptor.BatchEventProcessor#run

-
public void run()
{
if (running.compareAndSet(IDLE, RUNNING))
{
sequenceBarrier.clearAlert();

notifyStart();
try
{
if (running.get() == RUNNING)
{
processEvents();
}
}
finally
{
notifyShutdown();
running.set(IDLE);
}
}
else
{
// This is a little bit of guess work. The running state could of changed to HALTED by
// this point. However, Java does not have compareAndExchange which is the only way
// to get it exactly correct.
if (running.get() == RUNNING)
{
throw new IllegalStateException("Thread is already running");
}
else
{
earlyExit();
}
}
}
-

然后是

-
private void processEvents()
{
T event = null;
long nextSequence = sequence.get() + 1L;

while (true)
{
try
{
final long availableSequence = sequenceBarrier.waitFor(nextSequence);
if (batchStartAware != null)
{
batchStartAware.onBatchStart(availableSequence - nextSequence + 1);
}

while (nextSequence <= availableSequence)
{
event = dataProvider.get(nextSequence);
eventHandler.onEvent(event, nextSequence, nextSequence == availableSequence);
nextSequence++;
}
// 如果正常处理完,那就是会更新为 availableSequence,因为都处理好了
sequence.set(availableSequence);
}
catch (final TimeoutException e)
{
notifyTimeout(sequence.get());
}
catch (final AlertException ex)
{
if (running.get() != RUNNING)
{
break;
}
}
catch (final Throwable ex)
{
handleEventException(ex, nextSequence, event);
// 如果是异常就只是 nextSequence
sequence.set(nextSequence);
nextSequence++;
}
}
}
+

看到这里的e2的排序值是null,在Comparator中如果要正常运行的话,就得判空之类的,这里有两点需要,一个是不想写这个MyComparator,然后也没那么好排除掉list里排序值,那么有什么办法能解决这种问题呢,应该说java的这方面真的是很强大

+

+

看一下nullsFirst的实现

+
final static class NullComparator<T> implements Comparator<T>, Serializable {
private static final long serialVersionUID = -7569533591570686392L;
private final boolean nullFirst;
// if null, non-null Ts are considered equal
private final Comparator<T> real;

@SuppressWarnings("unchecked")
NullComparator(boolean nullFirst, Comparator<? super T> real) {
this.nullFirst = nullFirst;
this.real = (Comparator<T>) real;
}

@Override
public int compare(T a, T b) {
if (a == null) {
return (b == null) ? 0 : (nullFirst ? -1 : 1);
} else if (b == null) {
return nullFirst ? 1: -1;
} else {
return (real == null) ? 0 : real.compare(a, b);
}
}
+ +

核心代码就是下面这段,其实就是帮我们把前面要做的事情做掉了,是不是挺方便的,小记一下哈

]]>
Java + 集合 Java - Disruptor + Stream + Comparator + 排序 + sort + nullsfirst
- AQS篇一 - /2021/02/14/AQS%E7%AF%87%E4%B8%80/ - 很多东西都是时看时新,而且时间长了也会忘,所以再来复习下,也会有一些新的角度看法这次来聊下AQS的内容,主要是这几个点,

-

第一个线程

第一个线程抢到锁了,此时state跟阻塞队列是怎么样的,其实这里是之前没理解对的地方

-
/**
* Fair version of tryAcquire. Don't grant access unless
* recursive call or no waiters or is first.
*/
protected final boolean tryAcquire(int acquires) {
final Thread current = Thread.currentThread();
int c = getState();
// 这里如果state还是0说明锁还空着
if (c == 0) {
// 因为是公平锁版本的,先去看下是否阻塞队列里有排着队的
if (!hasQueuedPredecessors() &&
compareAndSetState(0, acquires)) {
// 没有排队的,并且state使用cas设置成功的就标记当前占有锁的线程是我
setExclusiveOwnerThread(current);
// 然后其实就返回了,包括阻塞队列的head和tail节点和waitStatus都没有设置
return true;
}
}
else if (current == getExclusiveOwnerThread()) {
int nextc = c + acquires;
if (nextc < 0)
throw new Error("Maximum lock count exceeded");
setState(nextc);
return true;
}
// 这里就是第二个线程会返回false
return false;
}
}
- -

第二个线程

当第二个线程进来的时候应该是怎么样,结合代码来看

-
/**
* Acquires in exclusive mode, ignoring interrupts. Implemented
* by invoking at least once {@link #tryAcquire},
* returning on success. Otherwise the thread is queued, possibly
* repeatedly blocking and unblocking, invoking {@link
* #tryAcquire} until success. This method can be used
* to implement method {@link Lock#lock}.
*
* @param arg the acquire argument. This value is conveyed to
* {@link #tryAcquire} but is otherwise uninterpreted and
* can represent anything you like.
*/
public final void acquire(int arg) {
// 前面第一种情况是tryAcquire直接成功了,这个if判断第一个条件就是false,就不往下执行了
// 如果是第二个线程,第一个条件获取锁不成功,条件判断!tryAcquire(arg) == true,就会走
// acquireQueued(addWaiter(Node.EXCLUSIVE), arg)
if (!tryAcquire(arg) &&
acquireQueued(addWaiter(Node.EXCLUSIVE), arg))
selfInterrupt();
}
- -

然后来看下addWaiter的逻辑

-
/**
* Creates and enqueues node for current thread and given mode.
*
* @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared
* @return the new node
*/
private Node addWaiter(Node mode) {
// 这里是包装成一个node
Node node = new Node(Thread.currentThread(), mode);
// Try the fast path of enq; backup to full enq on failure
// 最快的方式就是把当前线程的节点放在阻塞队列的最后
Node pred = tail;
// 只有当tail,也就是pred不为空的时候可以直接接上
if (pred != null) {
node.prev = pred;
// 如果这里cas成功了,就直接接上返回了
if (compareAndSetTail(pred, node)) {
pred.next = node;
return node;
}
}
// 不然就会继续走到这里
enq(node);
return node;
}
- -

然后就是enq的逻辑了

-
/**
* Inserts node into queue, initializing if necessary. See picture above.
* @param node the node to insert
* @return node's predecessor
*/
private Node enq(final Node node) {
for (;;) {
// 如果状态没变化的话,tail这时还是null的
Node t = tail;
if (t == null) { // Must initialize
// 这里就会初始化头结点,就是个空节点
if (compareAndSetHead(new Node()))
// tail也赋值成head
tail = head;
} else {
// 这里就设置tail了
node.prev = t;
if (compareAndSetTail(t, node)) {
t.next = node;
return t;
}
}
}
}
- -

所以从这里可以看出来,其实head头结点不是个真实的带有线程的节点,并且不是在第一个线程进来的时候设置的

-

解锁

通过代码来看下

-
/**
* Attempts to release this lock.
*
* <p>If the current thread is the holder of this lock then the hold
* count is decremented. If the hold count is now zero then the lock
* is released. If the current thread is not the holder of this
* lock then {@link IllegalMonitorStateException} is thrown.
*
* @throws IllegalMonitorStateException if the current thread does not
* hold this lock
*/
public void unlock() {
// 释放锁
sync.release(1);
}
/**
* Releases in exclusive mode. Implemented by unblocking one or
* more threads if {@link #tryRelease} returns true.
* This method can be used to implement method {@link Lock#unlock}.
*
* @param arg the release argument. This value is conveyed to
* {@link #tryRelease} but is otherwise uninterpreted and
* can represent anything you like.
* @return the value returned from {@link #tryRelease}
*/
public final boolean release(int arg) {
// 尝试去释放
if (tryRelease(arg)) {
Node h = head;
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}
protected final boolean tryRelease(int releases) {
int c = getState() - releases;
if (Thread.currentThread() != getExclusiveOwnerThread())
throw new IllegalMonitorStateException();
boolean free = false;
// 判断是否完全释放锁,因为可重入
if (c == 0) {
free = true;
setExclusiveOwnerThread(null);
}
setState(c);
return free;
}
// 这段代码和上面的一致,只是为了顺序性,又拷下来看下

public final boolean release(int arg) {
// 尝试去释放,如果是完全释放,返回的就是true,否则是false
if (tryRelease(arg)) {
Node h = head;
// 这里判断头结点是否为空以及waitStatus的状态,前面说了head节点其实是
// 在第二个线程进来的时候初始化的,如果是空的话说明没后续节点,并且waitStatus
// 也表示了后续的等待状态
if (h != null && h.waitStatus != 0)
unparkSuccessor(h);
return true;
}
return false;
}

/**
* Wakes up node's successor, if one exists.
*
* @param node the node
*/
// 唤醒后继节点
private void unparkSuccessor(Node node) {
/*
* If status is negative (i.e., possibly needing signal) try
* to clear in anticipation of signalling. It is OK if this
* fails or if status is changed by waiting thread.
*/
int ws = node.waitStatus;
if (ws < 0)
compareAndSetWaitStatus(node, ws, 0);

/*
* Thread to unpark is held in successor, which is normally
* just the next node. But if cancelled or apparently null,
* traverse backwards from tail to find the actual
* non-cancelled successor.
*/
Node s = node.next;
// 如果后继节点是空或者当前节点取消等待了
if (s == null || s.waitStatus > 0) {
s = null;
// 从后往前找,找到非取消的节点,注意这里不是找到就退出,而是一直找到头
// 所以不必担心中间有取消的
for (Node t = tail; t != null && t != node; t = t.prev)
if (t.waitStatus <= 0)
s = t;
}
if (s != null)
// 将其唤醒
LockSupport.unpark(s.thread);
}
- - - - + Disruptor 系列一 + /2022/02/13/Disruptor-%E7%B3%BB%E5%88%97%E4%B8%80/ + 很久之前就听说过这个框架,不过之前有点跟消息队列混起来,这个也是种队列,但不是跟 rocketmq,nsq 那种一样的,而是在进程内部提供队列服务的,偏向于取代ArrayBlockingQueue,因为这个阻塞队列是使用了锁来控制阻塞,关于并发其实有一些通用的最佳实践,就是用锁,即使是 JDK 提供的锁,也是比较耗资源的,当然这是跟不加锁的对比,同样是锁,JDK 的实现还是性能比较优秀的。常见的阻塞队列中例如 ArrayBlockingQueueLinkedBlockingQueue 都有锁的身影的存在,区别在于 ArrayBlockingQueue 是一把锁,后者是两把锁,不过重点不在几把锁,这里其实是两个问题,一个是所谓的 lock free, 对于一个单生产者的 disruptor 来说,因为写入是只有一个线程的,是可以不用加锁,多生产者的时候使用的是 cas 来获取对应的写入坑位,另一个是解决“伪共享”问题,后面可以详细点分析,先介绍下使用
首先是数据源

+
public class LongEvent {
private long value;

public void set(long value) {
this.value = value;
}

public long getValue() {
return value;
}

public void setValue(long value) {
this.value = value;
}
}
+

事件生产

+
public class LongEventFactory implements EventFactory<LongEvent>
{
public LongEvent newInstance()
{
return new LongEvent();
}
}
+

事件处理器

+
public class LongEventHandler implements EventHandler<LongEvent> {

// event 事件,
// sequence 当前的序列
// 是否当前批次最后一个数据
public void onEvent(LongEvent event, long sequence, boolean endOfBatch)
{
String str = String.format("long event : %s l:%s b:%s", event.getValue(), sequence, endOfBatch);
System.out.println(str);
}
}

+

主方法代码

+
package disruptor;

import com.lmax.disruptor.RingBuffer;
import com.lmax.disruptor.dsl.Disruptor;
import com.lmax.disruptor.util.DaemonThreadFactory;

import java.nio.ByteBuffer;

public class LongEventMain
{
public static void main(String[] args) throws Exception
{
// 这个需要是 2 的幂次,这样在定位的时候只需要位移操作,也能减少各种计算操作
int bufferSize = 1024;

Disruptor<LongEvent> disruptor =
new Disruptor<>(LongEvent::new, bufferSize, DaemonThreadFactory.INSTANCE);

// 类似于注册处理器
disruptor.handleEventsWith(new LongEventHandler());
// 或者直接用 lambda
disruptor.handleEventsWith((event, sequence, endOfBatch) ->
System.out.println("Event: " + event));
// 启动我们的 disruptor
disruptor.start();


RingBuffer<LongEvent> ringBuffer = disruptor.getRingBuffer();
ByteBuffer bb = ByteBuffer.allocate(8);
for (long l = 0; true; l++)
{
bb.putLong(0, l);
// 生产事件
ringBuffer.publishEvent((event, sequence, buffer) -> event.set(buffer.getLong(0)), bb);
Thread.sleep(1000);
}
}
}
+

运行下可以看到运行结果

这里其实就只是最简单的使用,生产者只有一个,然后也不是批量的。

]]>
Java - 并发 - java - aqs - 并发 - j.u.c + Java + Disruptor
@@ -436,17 +466,22 @@ - Disruptor 系列一 - /2022/02/13/Disruptor-%E7%B3%BB%E5%88%97%E4%B8%80/ - 很久之前就听说过这个框架,不过之前有点跟消息队列混起来,这个也是种队列,但不是跟 rocketmq,nsq 那种一样的,而是在进程内部提供队列服务的,偏向于取代ArrayBlockingQueue,因为这个阻塞队列是使用了锁来控制阻塞,关于并发其实有一些通用的最佳实践,就是用锁,即使是 JDK 提供的锁,也是比较耗资源的,当然这是跟不加锁的对比,同样是锁,JDK 的实现还是性能比较优秀的。常见的阻塞队列中例如 ArrayBlockingQueueLinkedBlockingQueue 都有锁的身影的存在,区别在于 ArrayBlockingQueue 是一把锁,后者是两把锁,不过重点不在几把锁,这里其实是两个问题,一个是所谓的 lock free, 对于一个单生产者的 disruptor 来说,因为写入是只有一个线程的,是可以不用加锁,多生产者的时候使用的是 cas 来获取对应的写入坑位,另一个是解决“伪共享”问题,后面可以详细点分析,先介绍下使用
首先是数据源

-
public class LongEvent {
private long value;

public void set(long value) {
this.value = value;
}

public long getValue() {
return value;
}

public void setValue(long value) {
this.value = value;
}
}
-

事件生产

-
public class LongEventFactory implements EventFactory<LongEvent>
{
public LongEvent newInstance()
{
return new LongEvent();
}
}
-

事件处理器

-
public class LongEventHandler implements EventHandler<LongEvent> {

// event 事件,
// sequence 当前的序列
// 是否当前批次最后一个数据
public void onEvent(LongEvent event, long sequence, boolean endOfBatch)
{
String str = String.format("long event : %s l:%s b:%s", event.getValue(), sequence, endOfBatch);
System.out.println(str);
}
}

-

主方法代码

-
package disruptor;

import com.lmax.disruptor.RingBuffer;
import com.lmax.disruptor.dsl.Disruptor;
import com.lmax.disruptor.util.DaemonThreadFactory;

import java.nio.ByteBuffer;

public class LongEventMain
{
public static void main(String[] args) throws Exception
{
// 这个需要是 2 的幂次,这样在定位的时候只需要位移操作,也能减少各种计算操作
int bufferSize = 1024;

Disruptor<LongEvent> disruptor =
new Disruptor<>(LongEvent::new, bufferSize, DaemonThreadFactory.INSTANCE);

// 类似于注册处理器
disruptor.handleEventsWith(new LongEventHandler());
// 或者直接用 lambda
disruptor.handleEventsWith((event, sequence, endOfBatch) ->
System.out.println("Event: " + event));
// 启动我们的 disruptor
disruptor.start();


RingBuffer<LongEvent> ringBuffer = disruptor.getRingBuffer();
ByteBuffer bb = ByteBuffer.allocate(8);
for (long l = 0; true; l++)
{
bb.putLong(0, l);
// 生产事件
ringBuffer.publishEvent((event, sequence, buffer) -> event.set(buffer.getLong(0)), bb);
Thread.sleep(1000);
}
}
}
-

运行下可以看到运行结果

这里其实就只是最简单的使用,生产者只有一个,然后也不是批量的。

+ Disruptor 系列三 + /2022/09/25/Disruptor-%E7%B3%BB%E5%88%97%E4%B8%89/ + 原来一直有点被误导,
gatingSequences用来标识每个 processer 的操作位点,但是怎么记录更新有点搞不清楚
其实问题在于 gatingSequences 是个 Sequence 数组,首先要看下怎么加进去的,
可以看到是在 com.lmax.disruptor.RingBuffer#addGatingSequences 这个方法里添加
首先是 com.lmax.disruptor.dsl.Disruptor#handleEventsWith(com.lmax.disruptor.EventHandler<? super T>...)
然后执行 com.lmax.disruptor.dsl.Disruptor#createEventProcessors(com.lmax.disruptor.Sequence[], com.lmax.disruptor.EventHandler<? super T>[])

+
EventHandlerGroup<T> createEventProcessors(
final Sequence[] barrierSequences,
final EventHandler<? super T>[] eventHandlers)
{
checkNotStarted();

final Sequence[] processorSequences = new Sequence[eventHandlers.length];
final SequenceBarrier barrier = ringBuffer.newBarrier(barrierSequences);

for (int i = 0, eventHandlersLength = eventHandlers.length; i < eventHandlersLength; i++)
{
final EventHandler<? super T> eventHandler = eventHandlers[i];

// 这里将 handler 包装成一个 BatchEventProcessor
final BatchEventProcessor<T> batchEventProcessor =
new BatchEventProcessor<>(ringBuffer, barrier, eventHandler);

if (exceptionHandler != null)
{
batchEventProcessor.setExceptionHandler(exceptionHandler);
}

consumerRepository.add(batchEventProcessor, eventHandler, barrier);
processorSequences[i] = batchEventProcessor.getSequence();
}

updateGatingSequencesForNextInChain(barrierSequences, processorSequences);

return new EventHandlerGroup<>(this, consumerRepository, processorSequences);
}
+ +

BatchEventProcessor 在类内有个定义 sequence

+
private final Sequence sequence = new Sequence(Sequencer.INITIAL_CURSOR_VALUE);
+

然后在上面循环中的这一句取出来

+
processorSequences[i] = batchEventProcessor.getSequence();
+

调用com.lmax.disruptor.dsl.Disruptor#updateGatingSequencesForNextInChain 方法

+
private void updateGatingSequencesForNextInChain(final Sequence[] barrierSequences, final Sequence[] processorSequences)
{
if (processorSequences.length > 0)
{
// 然后在这里添加
ringBuffer.addGatingSequences(processorSequences);
for (final Sequence barrierSequence : barrierSequences)
{
ringBuffer.removeGatingSequence(barrierSequence);
}
consumerRepository.unMarkEventProcessorsAsEndOfChain(barrierSequences);
}
}
+ +

而如何更新则是在处理器 com.lmax.disruptor.BatchEventProcessor#run

+
public void run()
{
if (running.compareAndSet(IDLE, RUNNING))
{
sequenceBarrier.clearAlert();

notifyStart();
try
{
if (running.get() == RUNNING)
{
processEvents();
}
}
finally
{
notifyShutdown();
running.set(IDLE);
}
}
else
{
// This is a little bit of guess work. The running state could of changed to HALTED by
// this point. However, Java does not have compareAndExchange which is the only way
// to get it exactly correct.
if (running.get() == RUNNING)
{
throw new IllegalStateException("Thread is already running");
}
else
{
earlyExit();
}
}
}
+

然后是

+
private void processEvents()
{
T event = null;
long nextSequence = sequence.get() + 1L;

while (true)
{
try
{
final long availableSequence = sequenceBarrier.waitFor(nextSequence);
if (batchStartAware != null)
{
batchStartAware.onBatchStart(availableSequence - nextSequence + 1);
}

while (nextSequence <= availableSequence)
{
event = dataProvider.get(nextSequence);
eventHandler.onEvent(event, nextSequence, nextSequence == availableSequence);
nextSequence++;
}
// 如果正常处理完,那就是会更新为 availableSequence,因为都处理好了
sequence.set(availableSequence);
}
catch (final TimeoutException e)
{
notifyTimeout(sequence.get());
}
catch (final AlertException ex)
{
if (running.get() != RUNNING)
{
break;
}
}
catch (final Throwable ex)
{
handleEventException(ex, nextSequence, event);
// 如果是异常就只是 nextSequence
sequence.set(nextSequence);
nextSequence++;
}
}
}
]]>
Java @@ -457,21 +492,40 @@
- 34_Search_for_a_Range - /2016/08/14/34-Search-for-a-Range/ - question

34. Search for a Range

Original Page

-

Given a sorted array of integers, find the starting and ending position of a given target value.

-

Your algorithm’s runtime complexity must be in the order of O(log n).

-

If the target is not found in the array, return [-1, -1].

-

For example,
Given [5, 7, 7, 8, 8, 10] and target value 8,
return [3, 4].

-

analysis

一开始就想到了二分查找,但是原来做二分查找的时候一般都是找到确定的那个数就完成了,
这里的情况比较特殊,需要找到整个区间,所以需要两遍查找,并且一个是找到小于target
的最大索引,一个是找到大于target的最大索引,代码参考leetcode discuss,这位仁
兄也做了详细的分析解释。

-

code

class Solution {
public:
vector<int> searchRange(vector<int>& nums, int target) {
vector<int> ret(2, -1);
int i = 0, j = nums.size() - 1;
int mid;
while(i < j){
mid = (i + j) / 2;
if(nums[mid] < target) i = mid + 1;
else j = mid;
}
if(nums[i] != target) return ret;
else {
ret[0] = i;
if((i+1) < (nums.size() - 1) && nums[i+1] > target){
ret[1] = i;
return ret;
}
} //一点小优化
j = nums.size() - 1;
while(i < j){
mid = (i + j) / 2 + 1;
if(nums[mid] > target) j = mid - 1;
else i = mid;
}
ret[1] = j;
return ret;
}
};
]]>
+ Filter, Interceptor, Aop, 啥, 啥, 啥? 这些都是啥? + /2020/08/22/Filter-Intercepter-Aop-%E5%95%A5-%E5%95%A5-%E5%95%A5-%E8%BF%99%E4%BA%9B%E9%83%BD%E6%98%AF%E5%95%A5/ + 本来是想取个像现在那些公众号转了又转的文章标题,”面试官再问你xxxxx,就把这篇文章甩给他看”这种标题,但是觉得实在太 low 了,还是用一部我比较喜欢的电影里的一句台词,《人在囧途》里王宝强对着那张老板给他的欠条,看不懂字时候说的那句,这些都是些啥(第四声)
当我刚开始面 Java 的时候,其实我真的没注意这方面的东西,实话说就是不知道这些是啥,开发中用过 Interceptor和 Aop,了解 aop 的实现原理,但是不知道 Java web 中的 Filter 是怎么回事,知道 dubbo 的 filter,就这样,所以被问到了的确是回答不出来,可能就觉得这个渣渣,这么简单的都不会,所以还是花点时间来看看这个是个啥,为了避免我口吐芬芳,还是耐下性子来简单说下这几个东西
首先是 servlet,怎么去解释这个呢,因为之前是 PHPer,所以比较喜欢用它来举例子,在普通的 PHP 的 web 应用中一般有几部分组成,接受 HTTP 请求的是前置的 nginx 或者 apache,但是这俩玩意都是只能处理静态的请求,远古时代 PHP 和 HTML 混编是通过 apache 的 php module,跟后来 nginx 使用 php-fpm 其实道理类似,就是把请求中需要 PHP 处理的转发给 PHP,在 Java 中呢,是有个比较牛叉的叫 Tomcat 的,它可以把请求转成 servlet,而 servlet 其实就是一种实现了特定接口的 Java 代码,

+

package javax.servlet;

import java.io.IOException;

/**
* Defines methods that all servlets must implement.
*
* <p>
* A servlet is a small Java program that runs within a Web server. Servlets
* receive and respond to requests from Web clients, usually across HTTP, the
* HyperText Transfer Protocol.
*
* <p>
* To implement this interface, you can write a generic servlet that extends
* <code>javax.servlet.GenericServlet</code> or an HTTP servlet that extends
* <code>javax.servlet.http.HttpServlet</code>.
*
* <p>
* This interface defines methods to initialize a servlet, to service requests,
* and to remove a servlet from the server. These are known as life-cycle
* methods and are called in the following sequence:
* <ol>
* <li>The servlet is constructed, then initialized with the <code>init</code>
* method.
* <li>Any calls from clients to the <code>service</code> method are handled.
* <li>The servlet is taken out of service, then destroyed with the
* <code>destroy</code> method, then garbage collected and finalized.
* </ol>
*
* <p>
* In addition to the life-cycle methods, this interface provides the
* <code>getServletConfig</code> method, which the servlet can use to get any
* startup information, and the <code>getServletInfo</code> method, which allows
* the servlet to return basic information about itself, such as author,
* version, and copyright.
*
* @see GenericServlet
* @see javax.servlet.http.HttpServlet
*/
public interface Servlet {

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being placed into service.
*
* <p>
* The servlet container calls the <code>init</code> method exactly once
* after instantiating the servlet. The <code>init</code> method must
* complete successfully before the servlet can receive any requests.
*
* <p>
* The servlet container cannot place the servlet into service if the
* <code>init</code> method
* <ol>
* <li>Throws a <code>ServletException</code>
* <li>Does not return within a time period defined by the Web server
* </ol>
*
*
* @param config
* a <code>ServletConfig</code> object containing the servlet's
* configuration and initialization parameters
*
* @exception ServletException
* if an exception has occurred that interferes with the
* servlet's normal operation
*
* @see UnavailableException
* @see #getServletConfig
*/
public void init(ServletConfig config) throws ServletException;

/**
*
* Returns a {@link ServletConfig} object, which contains initialization and
* startup parameters for this servlet. The <code>ServletConfig</code>
* object returned is the one passed to the <code>init</code> method.
*
* <p>
* Implementations of this interface are responsible for storing the
* <code>ServletConfig</code> object so that this method can return it. The
* {@link GenericServlet} class, which implements this interface, already
* does this.
*
* @return the <code>ServletConfig</code> object that initializes this
* servlet
*
* @see #init
*/
public ServletConfig getServletConfig();

/**
* Called by the servlet container to allow the servlet to respond to a
* request.
*
* <p>
* This method is only called after the servlet's <code>init()</code> method
* has completed successfully.
*
* <p>
* The status code of the response always should be set for a servlet that
* throws or sends an error.
*
*
* <p>
* Servlets typically run inside multithreaded servlet containers that can
* handle multiple requests concurrently. Developers must be aware to
* synchronize access to any shared resources such as files, network
* connections, and as well as the servlet's class and instance variables.
* More information on multithreaded programming in Java is available in <a
* href
* ="http://java.sun.com/Series/Tutorial/java/threads/multithreaded.html">
* the Java tutorial on multi-threaded programming</a>.
*
*
* @param req
* the <code>ServletRequest</code> object that contains the
* client's request
*
* @param res
* the <code>ServletResponse</code> object that contains the
* servlet's response
*
* @exception ServletException
* if an exception occurs that interferes with the servlet's
* normal operation
*
* @exception IOException
* if an input or output exception occurs
*/
public void service(ServletRequest req, ServletResponse res)
throws ServletException, IOException;

/**
* Returns information about the servlet, such as author, version, and
* copyright.
*
* <p>
* The string that this method returns should be plain text and not markup
* of any kind (such as HTML, XML, etc.).
*
* @return a <code>String</code> containing servlet information
*/
public String getServletInfo();

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being taken out of service. This method is only called once all
* threads within the servlet's <code>service</code> method have exited or
* after a timeout period has passed. After the servlet container calls this
* method, it will not call the <code>service</code> method again on this
* servlet.
*
* <p>
* This method gives the servlet an opportunity to clean up any resources
* that are being held (for example, memory, file handles, threads) and make
* sure that any persistent state is synchronized with the servlet's current
* state in memory.
*/
public void destroy();
}

+

重点看 servlet 的 service方法,就是接受请求,处理完了给响应,不说细节,不然光 Tomcat 的能说半年,所以呢再进一步去理解,其实就能知道,就是一个先后的问题,盗个图

filter 跟后两者最大的不一样其实是一个基于 servlet,在非常外层做的处理,然后是 interceptor 的 prehandle 跟 posthandle,接着才是我们常规的 aop,就这么点事情,做个小试验吧(还是先补段代码吧)

+

Filter

// ---------------------------------------------------- FilterChain Methods

/**
* Invoke the next filter in this chain, passing the specified request
* and response. If there are no more filters in this chain, invoke
* the <code>service()</code> method of the servlet itself.
*
* @param request The servlet request we are processing
* @param response The servlet response we are creating
*
* @exception IOException if an input/output error occurs
* @exception ServletException if a servlet exception occurs
*/
@Override
public void doFilter(ServletRequest request, ServletResponse response)
throws IOException, ServletException {

if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
try {
java.security.AccessController.doPrivileged(
new java.security.PrivilegedExceptionAction<Void>() {
@Override
public Void run()
throws ServletException, IOException {
internalDoFilter(req,res);
return null;
}
}
);
} catch( PrivilegedActionException pe) {
Exception e = pe.getException();
if (e instanceof ServletException)
throw (ServletException) e;
else if (e instanceof IOException)
throw (IOException) e;
else if (e instanceof RuntimeException)
throw (RuntimeException) e;
else
throw new ServletException(e.getMessage(), e);
}
} else {
internalDoFilter(request,response);
}
}
private void internalDoFilter(ServletRequest request,
ServletResponse response)
throws IOException, ServletException {

// Call the next filter if there is one
if (pos < n) {
ApplicationFilterConfig filterConfig = filters[pos++];
try {
Filter filter = filterConfig.getFilter();

if (request.isAsyncSupported() && "false".equalsIgnoreCase(
filterConfig.getFilterDef().getAsyncSupported())) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR, Boolean.FALSE);
}
if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();

Object[] args = new Object[]{req, res, this};
SecurityUtil.doAsPrivilege ("doFilter", filter, classType, args, principal);
} else {
filter.doFilter(request, response, this);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.filter"), e);
}
return;
}

// We fell off the end of the chain -- call the servlet instance
try {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(request);
lastServicedResponse.set(response);
}

if (request.isAsyncSupported() && !servletSupportsAsync) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR,
Boolean.FALSE);
}
// Use potentially wrapped request from this point
if ((request instanceof HttpServletRequest) &&
(response instanceof HttpServletResponse) &&
Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();
Object[] args = new Object[]{req, res};
SecurityUtil.doAsPrivilege("service",
servlet,
classTypeUsedInService,
args,
principal);
} else {
servlet.service(request, response);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.servlet"), e);
} finally {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(null);
lastServicedResponse.set(null);
}
}
}
+

注意看这一行
filter.doFilter(request, response, this);
是不是看懂了,就是个 filter 链,但是这个代码在哪呢,org.apache.catalina.core.ApplicationFilterChain#doFilter
然后是interceptor,

+
protected void doDispatch(HttpServletRequest request, HttpServletResponse response) throws Exception {
HttpServletRequest processedRequest = request;
HandlerExecutionChain mappedHandler = null;
boolean multipartRequestParsed = false;
WebAsyncManager asyncManager = WebAsyncUtils.getAsyncManager(request);

try {
try {
ModelAndView mv = null;
Object dispatchException = null;

try {
processedRequest = this.checkMultipart(request);
multipartRequestParsed = processedRequest != request;
mappedHandler = this.getHandler(processedRequest);
if (mappedHandler == null) {
this.noHandlerFound(processedRequest, response);
return;
}

HandlerAdapter ha = this.getHandlerAdapter(mappedHandler.getHandler());
String method = request.getMethod();
boolean isGet = "GET".equals(method);
if (isGet || "HEAD".equals(method)) {
long lastModified = ha.getLastModified(request, mappedHandler.getHandler());
if ((new ServletWebRequest(request, response)).checkNotModified(lastModified) && isGet) {
return;
}
}

/**
* 看这里看这里‼️
*/
if (!mappedHandler.applyPreHandle(processedRequest, response)) {
return;
}

mv = ha.handle(processedRequest, response, mappedHandler.getHandler());
if (asyncManager.isConcurrentHandlingStarted()) {
return;
}

this.applyDefaultViewName(processedRequest, mv);
/**
* 再看这里看这里‼️
*/
mappedHandler.applyPostHandle(processedRequest, response, mv);
} catch (Exception var20) {
dispatchException = var20;
} catch (Throwable var21) {
dispatchException = new NestedServletException("Handler dispatch failed", var21);
}

this.processDispatchResult(processedRequest, response, mappedHandler, mv, (Exception)dispatchException);
} catch (Exception var22) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, var22);
} catch (Throwable var23) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, new NestedServletException("Handler processing failed", var23));
}

} finally {
if (asyncManager.isConcurrentHandlingStarted()) {
if (mappedHandler != null) {
mappedHandler.applyAfterConcurrentHandlingStarted(processedRequest, response);
}
} else if (multipartRequestParsed) {
this.cleanupMultipart(processedRequest);
}

}
}
+

代码在哪呢,org.springframework.web.servlet.DispatcherServlet#doDispatch,然后才是我们自己写的 aop,是不是差不多明白了,嗯,接下来是例子
写个 filter

+
public class DemoFilter extends HttpServlet implements Filter {
@Override
public void init(FilterConfig filterConfig) throws ServletException {
System.out.println("==>DemoFilter启动");
}

@Override
public void doFilter(ServletRequest servletRequest, ServletResponse servletResponse, FilterChain filterChain) throws IOException, ServletException {
// 将请求转换成HttpServletRequest 请求
HttpServletRequest req = (HttpServletRequest) servletRequest;
HttpServletResponse resp = (HttpServletResponse) servletResponse;
System.out.println("before filter");
filterChain.doFilter(req, resp);
System.out.println("after filter");
}

@Override
public void destroy() {

}
}
+

因为用的springboot,所以就不写 web.xml 了,写个配置类

+
@Configuration
public class FilterConfiguration {
@Bean
public FilterRegistrationBean filterDemo4Registration() {
FilterRegistrationBean registration = new FilterRegistrationBean();
//注入过滤器
registration.setFilter(new DemoFilter());
//拦截规则
registration.addUrlPatterns("/*");
//过滤器名称
registration.setName("DemoFilter");
//是否自动注册 false 取消Filter的自动注册
registration.setEnabled(true);
//过滤器顺序
registration.setOrder(1);
return registration;
}

}
+

然后再来个 interceptor 和 aop,以及一个简单的请求处理

+
public class DemoInterceptor extends HandlerInterceptorAdapter {
@Override
public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler) throws Exception {
System.out.println("preHandle test");
return true;
}

@Override
public void postHandle(HttpServletRequest request, HttpServletResponse response, Object handler, ModelAndView modelAndView) throws Exception {
System.out.println("postHandle test");
}
}
@Aspect
@Component
public class DemoAspect {

@Pointcut("execution( public * com.nicksxs.springbootdemo.demo.DemoController.*())")
public void point() {

}

@Before("point()")
public void doBefore(){
System.out.println("==doBefore==");
}

@After("point()")
public void doAfter(){
System.out.println("==doAfter==");
}
}
@RestController
public class DemoController {

@RequestMapping("/hello")
@ResponseBody
public String hello() {
return "hello world";
}
}
+

好了,请求一下,看看 stdout,

搞定完事儿~

+]]>
- leetcode + Java + Filter + Interceptor - AOP + Spring + Servlet + Interceptor + AOP - leetcode - c++ + Java + Filter + Interceptor + AOP + Spring + Tomcat + Servlet + Web
@@ -504,31 +558,6 @@

image

上面的 urls 注释掉,后面的 paths 添加刚才的配置文件路径,这样就可以了,至于连接是不是走的这个

可以用 tailscale netcheck 查看最近的 derper 节点已经延迟,看到使用了自己的 derper 就对了

-]]> - - headscale - - - headscale - -
- - Headscale初体验以及踩坑记 - /2023/01/22/Headscale%E5%88%9D%E4%BD%93%E9%AA%8C%E4%BB%A5%E5%8F%8A%E8%B8%A9%E5%9D%91%E8%AE%B0/ - 最近或者说很久以前就想着能够把几个散装服务器以及家里的网络连起来,譬如一些remote desktop的访问,之前搞了下frp,因为家里电脑没怎么注意安全性就被搞了一下,所以还是想用相对更安全的方式,比如限定ip和端口进行访问,但是感觉ip也不固定就比较难搞,后来看到了 TailscaleHeadscale 的方式,就想着试试看,没想到一开始就踩了几个比较莫名其妙的坑。
可以按官方文档去搭建,也可以在网上找一些其他人搭建的教程。我碰到的主要是关于配置文件的问题

-

第一个问题

Error initializing error="failed to read or create private key: failed to save private key to disk: open /etc/headscale/private.key: read-only file system"
-

其实一开始看到这个我都有点懵了,咋回事呢,read-only file system一般有可能是文件系统出问题了,不可写入,需要重启或者修改挂载方式,被这个错误的错误日志给误导了,后面才知道是配置文件,在另一个教程中也有个类似的回复,一开始没注意,其实就是同一个问题。
默认的配置文件是这样的

-
---
# headscale will look for a configuration file named `config.yaml` (or `config.json`) in the following order:
#
# - `/etc/headscale`
# - `~/.headscale`
# - current working directory

# The url clients will connect to.
# Typically this will be a domain like:
#
# https://myheadscale.example.com:443
#
server_url: http://127.0.0.1:8080

# Address to listen to / bind to on the server
#
# For production:
# listen_addr: 0.0.0.0:8080
listen_addr: 127.0.0.1:8080

# Address to listen to /metrics, you may want
# to keep this endpoint private to your internal
# network
#
metrics_listen_addr: 127.0.0.1:9090

# Address to listen for gRPC.
# gRPC is used for controlling a headscale server
# remotely with the CLI
# Note: Remote access _only_ works if you have
# valid certificates.
#
# For production:
# grpc_listen_addr: 0.0.0.0:50443
grpc_listen_addr: 127.0.0.1:50443

# Allow the gRPC admin interface to run in INSECURE
# mode. This is not recommended as the traffic will
# be unencrypted. Only enable if you know what you
# are doing.
grpc_allow_insecure: false

# Private key used to encrypt the traffic between headscale
# and Tailscale clients.
# The private key file will be autogenerated if it's missing.
#
# For production:
# /var/lib/headscale/private.key
private_key_path: ./private.key

# The Noise section includes specific configuration for the
# TS2021 Noise protocol
noise:
# The Noise private key is used to encrypt the
# traffic between headscale and Tailscale clients when
# using the new Noise-based protocol. It must be different
# from the legacy private key.
#
# For production:
# private_key_path: /var/lib/headscale/noise_private.key
private_key_path: ./noise_private.key

# List of IP prefixes to allocate tailaddresses from.
# Each prefix consists of either an IPv4 or IPv6 address,
# and the associated prefix length, delimited by a slash.
# While this looks like it can take arbitrary values, it
# needs to be within IP ranges supported by the Tailscale
# client.
# IPv6: https://github.com/tailscale/tailscale/blob/22ebb25e833264f58d7c3f534a8b166894a89536/net/tsaddr/tsaddr.go#LL81C52-L81C71
# IPv4: https://github.com/tailscale/tailscale/blob/22ebb25e833264f58d7c3f534a8b166894a89536/net/tsaddr/tsaddr.go#L33
ip_prefixes:
- fd7a:115c:a1e0::/48
- 100.64.0.0/10

# DERP is a relay system that Tailscale uses when a direct
# connection cannot be established.
# https://tailscale.com/blog/how-tailscale-works/#encrypted-tcp-relays-derp
#
# headscale needs a list of DERP servers that can be presented
# to the clients.
derp:
server:
# If enabled, runs the embedded DERP server and merges it into the rest of the DERP config
# The Headscale server_url defined above MUST be using https, DERP requires TLS to be in place
enabled: false

# Region ID to use for the embedded DERP server.
# The local DERP prevails if the region ID collides with other region ID coming from
# the regular DERP config.
region_id: 999

# Region code and name are displayed in the Tailscale UI to identify a DERP region
region_code: "headscale"
region_name: "Headscale Embedded DERP"

# Listens over UDP at the configured address for STUN connections - to help with NAT traversal.
# When the embedded DERP server is enabled stun_listen_addr MUST be defined.
#
# For more details on how this works, check this great article: https://tailscale.com/blog/how-tailscale-works/
stun_listen_addr: "0.0.0.0:3478"

# List of externally available DERP maps encoded in JSON
urls:
- https://controlplane.tailscale.com/derpmap/default

# Locally available DERP map files encoded in YAML
#
# This option is mostly interesting for people hosting
# their own DERP servers:
# https://tailscale.com/kb/1118/custom-derp-servers/
#
# paths:
# - /etc/headscale/derp-example.yaml
paths: []

# If enabled, a worker will be set up to periodically
# refresh the given sources and update the derpmap
# will be set up.
auto_update_enabled: true

# How often should we check for DERP updates?
update_frequency: 24h

# Disables the automatic check for headscale updates on startup
disable_check_updates: false

# Time before an inactive ephemeral node is deleted?
ephemeral_node_inactivity_timeout: 30m

# Period to check for node updates within the tailnet. A value too low will severely affect
# CPU consumption of Headscale. A value too high (over 60s) will cause problems
# for the nodes, as they won't get updates or keep alive messages frequently enough.
# In case of doubts, do not touch the default 10s.
node_update_check_interval: 10s

# SQLite config
db_type: sqlite3

# For production:
# db_path: /var/lib/headscale/db.sqlite
db_path: ./db.sqlite

# # Postgres config
# If using a Unix socket to connect to Postgres, set the socket path in the 'host' field and leave 'port' blank.
# db_type: postgres
# db_host: localhost
# db_port: 5432
# db_name: headscale
# db_user: foo
# db_pass: bar

# If other 'sslmode' is required instead of 'require(true)' and 'disabled(false)', set the 'sslmode' you need
# in the 'db_ssl' field. Refers to https://www.postgresql.org/docs/current/libpq-ssl.html Table 34.1.
# db_ssl: false

### TLS configuration
#
## Let's encrypt / ACME
#
# headscale supports automatically requesting and setting up
# TLS for a domain with Let's Encrypt.
#
# URL to ACME directory
acme_url: https://acme-v02.api.letsencrypt.org/directory

# Email to register with ACME provider
acme_email: ""

# Domain name to request a TLS certificate for:
tls_letsencrypt_hostname: ""

# Path to store certificates and metadata needed by
# letsencrypt
# For production:
# tls_letsencrypt_cache_dir: /var/lib/headscale/cache
tls_letsencrypt_cache_dir: ./cache

# Type of ACME challenge to use, currently supported types:
# HTTP-01 or TLS-ALPN-01
# See [docs/tls.md](docs/tls.md) for more information
tls_letsencrypt_challenge_type: HTTP-01
# When HTTP-01 challenge is chosen, letsencrypt must set up a
# verification endpoint, and it will be listening on:
# :http = port 80
tls_letsencrypt_listen: ":http"

## Use already defined certificates:
tls_cert_path: ""
tls_key_path: ""

log:
# Output formatting for logs: text or json
format: text
level: info

# Path to a file containg ACL policies.
# ACLs can be defined as YAML or HUJSON.
# https://tailscale.com/kb/1018/acls/
acl_policy_path: ""

## DNS
#
# headscale supports Tailscale's DNS configuration and MagicDNS.
# Please have a look to their KB to better understand the concepts:
#
# - https://tailscale.com/kb/1054/dns/
# - https://tailscale.com/kb/1081/magicdns/
# - https://tailscale.com/blog/2021-09-private-dns-with-magicdns/
#
dns_config:
# Whether to prefer using Headscale provided DNS or use local.
override_local_dns: true

# List of DNS servers to expose to clients.
nameservers:
- 1.1.1.1

# NextDNS (see https://tailscale.com/kb/1218/nextdns/).
# "abc123" is example NextDNS ID, replace with yours.
#
# With metadata sharing:
# nameservers:
# - https://dns.nextdns.io/abc123
#
# Without metadata sharing:
# nameservers:
# - 2a07:a8c0::ab:c123
# - 2a07:a8c1::ab:c123

# Split DNS (see https://tailscale.com/kb/1054/dns/),
# list of search domains and the DNS to query for each one.
#
# restricted_nameservers:
# foo.bar.com:
# - 1.1.1.1
# darp.headscale.net:
# - 1.1.1.1
# - 8.8.8.8

# Search domains to inject.
domains: []

# Extra DNS records
# so far only A-records are supported (on the tailscale side)
# See https://github.com/juanfont/headscale/blob/main/docs/dns-records.md#Limitations
# extra_records:
# - name: "grafana.myvpn.example.com"
# type: "A"
# value: "100.64.0.3"
#
# # you can also put it in one line
# - { name: "prometheus.myvpn.example.com", type: "A", value: "100.64.0.3" }

# Whether to use [MagicDNS](https://tailscale.com/kb/1081/magicdns/).
# Only works if there is at least a nameserver defined.
magic_dns: true

# Defines the base domain to create the hostnames for MagicDNS.
# `base_domain` must be a FQDNs, without the trailing dot.
# The FQDN of the hosts will be
# `hostname.user.base_domain` (e.g., _myhost.myuser.example.com_).
base_domain: example.com

# Unix socket used for the CLI to connect without authentication
# Note: for production you will want to set this to something like:
# unix_socket: /var/run/headscale.sock
unix_socket: ./headscale.sock
unix_socket_permission: "0770"
#
# headscale supports experimental OpenID connect support,
# it is still being tested and might have some bugs, please
# help us test it.
# OpenID Connect
# oidc:
# only_start_if_oidc_is_available: true
# issuer: "https://your-oidc.issuer.com/path"
# client_id: "your-oidc-client-id"
# client_secret: "your-oidc-client-secret"
# # Alternatively, set `client_secret_path` to read the secret from the file.
# # It resolves environment variables, making integration to systemd's
# # `LoadCredential` straightforward:
# client_secret_path: "${CREDENTIALS_DIRECTORY}/oidc_client_secret"
# # client_secret and client_secret_path are mutually exclusive.
#
# Customize the scopes used in the OIDC flow, defaults to "openid", "profile" and "email" and add custom query
# parameters to the Authorize Endpoint request. Scopes default to "openid", "profile" and "email".
#
# scope: ["openid", "profile", "email", "custom"]
# extra_params:
# domain_hint: example.com
#
# List allowed principal domains and/or users. If an authenticated user's domain is not in this list, the
# authentication request will be rejected.
#
# allowed_domains:
# - example.com
# Groups from keycloak have a leading '/'
# allowed_groups:
# - /headscale
# allowed_users:
# - alice@example.com
#
# If `strip_email_domain` is set to `true`, the domain part of the username email address will be removed.
# This will transform `first-name.last-name@example.com` to the user `first-name.last-name`
# If `strip_email_domain` is set to `false` the domain part will NOT be removed resulting to the following
# user: `first-name.last-name.example.com`
#
# strip_email_domain: true

# Logtail configuration
# Logtail is Tailscales logging and auditing infrastructure, it allows the control panel
# to instruct tailscale nodes to log their activity to a remote server.
logtail:
# Enable logtail for this headscales clients.
# As there is currently no support for overriding the log server in headscale, this is
# disabled by default. Enabling this will make your clients send logs to Tailscale Inc.
enabled: false

# Enabling this option makes devices prefer a random port for WireGuard traffic over the
# default static port 41641. This option is intended as a workaround for some buggy
# firewall devices. See https://tailscale.com/kb/1181/firewalls/ for more information.
randomize_client_port: false
- -

问题就是出在几个文件路径的配置,默认都是当前目录,也就是headscale的可执行文件所在目录,需要按它配置说明中的生产配置进行修改

-
# For production:
# /var/lib/headscale/private.key
private_key_path: /var/lib/headscale/private.key
-

直接改成绝对路径就好了,还有两个文件路径
另一个也是个秘钥的路径问题

-
noise:
# The Noise private key is used to encrypt the
# traffic between headscale and Tailscale clients when
# using the new Noise-based protocol. It must be different
# from the legacy private key.
#
# For production:
# private_key_path: /var/lib/headscale/noise_private.key
private_key_path: /var/lib/headscale/noise_private.key
-

第二个问题

这个问题也是一种误导,
错误信息是

-
Error initializing error="unable to open database file: out of memory (14)"
-

这就是个文件,内存也完全没有被占满的迹象,原来也是文件路径的问题

-
# For production:
# db_path: /var/lib/headscale/db.sqlite
db_path: /var/lib/headscale/db.sqlite
-

都改成绝对路径就可以了,然后这里还有个就是要对/var/lib/headscale//etc/headscale/等路径赋予headscale用户权限,有时候对这类问题的排查真的蛮头疼,日志报错都不是真实的错误信息,开源项目对这些错误的提示真的也需要优化,后续的譬如mac也加入节点等后面再开篇讲

]]>
headscale @@ -554,13 +583,13 @@ Java JVM - C++ GC + C++ Java - C++ JVM + C++ G1 GC Garbage-First Collector @@ -584,37 +613,28 @@
- Comparator使用小记 - /2020/04/05/Comparator%E4%BD%BF%E7%94%A8%E5%B0%8F%E8%AE%B0/ - 在Java8的stream之前,将对象进行排序的时候,可能需要对象实现Comparable接口,或者自己实现一个Comparator,

-

比如这样子

-

我的对象是Entity

-
public class Entity {

private Long id;

private Long sortValue;

public Long getId() {
return id;
}

public void setId(Long id) {
this.id = id;
}

public Long getSortValue() {
return sortValue;
}

public void setSortValue(Long sortValue) {
this.sortValue = sortValue;
}
}
- -

Comparator

-
public class MyComparator implements Comparator {
@Override
public int compare(Object o1, Object o2) {
Entity e1 = (Entity) o1;
Entity e2 = (Entity) o2;
if (e1.getSortValue() < e2.getSortValue()) {
return -1;
} else if (e1.getSortValue().equals(e2.getSortValue())) {
return 0;
} else {
return 1;
}
}
}
- -

比较代码

-
private static MyComparator myComparator = new MyComparator();

public static void main(String[] args) {
List<Entity> list = new ArrayList<Entity>();
Entity e1 = new Entity();
e1.setId(1L);
e1.setSortValue(1L);
list.add(e1);
Entity e2 = new Entity();
e2.setId(2L);
e2.setSortValue(null);
list.add(e2);
Collections.sort(list, myComparator);
- -

看到这里的e2的排序值是null,在Comparator中如果要正常运行的话,就得判空之类的,这里有两点需要,一个是不想写这个MyComparator,然后也没那么好排除掉list里排序值,那么有什么办法能解决这种问题呢,应该说java的这方面真的是很强大

-

-

看一下nullsFirst的实现

-
final static class NullComparator<T> implements Comparator<T>, Serializable {
private static final long serialVersionUID = -7569533591570686392L;
private final boolean nullFirst;
// if null, non-null Ts are considered equal
private final Comparator<T> real;

@SuppressWarnings("unchecked")
NullComparator(boolean nullFirst, Comparator<? super T> real) {
this.nullFirst = nullFirst;
this.real = (Comparator<T>) real;
}

@Override
public int compare(T a, T b) {
if (a == null) {
return (b == null) ? 0 : (nullFirst ? -1 : 1);
} else if (b == null) {
return nullFirst ? 1: -1;
} else {
return (real == null) ? 0 : real.compare(a, b);
}
}
+ Headscale初体验以及踩坑记 + /2023/01/22/Headscale%E5%88%9D%E4%BD%93%E9%AA%8C%E4%BB%A5%E5%8F%8A%E8%B8%A9%E5%9D%91%E8%AE%B0/ + 最近或者说很久以前就想着能够把几个散装服务器以及家里的网络连起来,譬如一些remote desktop的访问,之前搞了下frp,因为家里电脑没怎么注意安全性就被搞了一下,所以还是想用相对更安全的方式,比如限定ip和端口进行访问,但是感觉ip也不固定就比较难搞,后来看到了 TailscaleHeadscale 的方式,就想着试试看,没想到一开始就踩了几个比较莫名其妙的坑。
可以按官方文档去搭建,也可以在网上找一些其他人搭建的教程。我碰到的主要是关于配置文件的问题

+

第一个问题

Error initializing error="failed to read or create private key: failed to save private key to disk: open /etc/headscale/private.key: read-only file system"
+

其实一开始看到这个我都有点懵了,咋回事呢,read-only file system一般有可能是文件系统出问题了,不可写入,需要重启或者修改挂载方式,被这个错误的错误日志给误导了,后面才知道是配置文件,在另一个教程中也有个类似的回复,一开始没注意,其实就是同一个问题。
默认的配置文件是这样的

+
---
# headscale will look for a configuration file named `config.yaml` (or `config.json`) in the following order:
#
# - `/etc/headscale`
# - `~/.headscale`
# - current working directory

# The url clients will connect to.
# Typically this will be a domain like:
#
# https://myheadscale.example.com:443
#
server_url: http://127.0.0.1:8080

# Address to listen to / bind to on the server
#
# For production:
# listen_addr: 0.0.0.0:8080
listen_addr: 127.0.0.1:8080

# Address to listen to /metrics, you may want
# to keep this endpoint private to your internal
# network
#
metrics_listen_addr: 127.0.0.1:9090

# Address to listen for gRPC.
# gRPC is used for controlling a headscale server
# remotely with the CLI
# Note: Remote access _only_ works if you have
# valid certificates.
#
# For production:
# grpc_listen_addr: 0.0.0.0:50443
grpc_listen_addr: 127.0.0.1:50443

# Allow the gRPC admin interface to run in INSECURE
# mode. This is not recommended as the traffic will
# be unencrypted. Only enable if you know what you
# are doing.
grpc_allow_insecure: false

# Private key used to encrypt the traffic between headscale
# and Tailscale clients.
# The private key file will be autogenerated if it's missing.
#
# For production:
# /var/lib/headscale/private.key
private_key_path: ./private.key

# The Noise section includes specific configuration for the
# TS2021 Noise protocol
noise:
# The Noise private key is used to encrypt the
# traffic between headscale and Tailscale clients when
# using the new Noise-based protocol. It must be different
# from the legacy private key.
#
# For production:
# private_key_path: /var/lib/headscale/noise_private.key
private_key_path: ./noise_private.key

# List of IP prefixes to allocate tailaddresses from.
# Each prefix consists of either an IPv4 or IPv6 address,
# and the associated prefix length, delimited by a slash.
# While this looks like it can take arbitrary values, it
# needs to be within IP ranges supported by the Tailscale
# client.
# IPv6: https://github.com/tailscale/tailscale/blob/22ebb25e833264f58d7c3f534a8b166894a89536/net/tsaddr/tsaddr.go#LL81C52-L81C71
# IPv4: https://github.com/tailscale/tailscale/blob/22ebb25e833264f58d7c3f534a8b166894a89536/net/tsaddr/tsaddr.go#L33
ip_prefixes:
- fd7a:115c:a1e0::/48
- 100.64.0.0/10

# DERP is a relay system that Tailscale uses when a direct
# connection cannot be established.
# https://tailscale.com/blog/how-tailscale-works/#encrypted-tcp-relays-derp
#
# headscale needs a list of DERP servers that can be presented
# to the clients.
derp:
server:
# If enabled, runs the embedded DERP server and merges it into the rest of the DERP config
# The Headscale server_url defined above MUST be using https, DERP requires TLS to be in place
enabled: false

# Region ID to use for the embedded DERP server.
# The local DERP prevails if the region ID collides with other region ID coming from
# the regular DERP config.
region_id: 999

# Region code and name are displayed in the Tailscale UI to identify a DERP region
region_code: "headscale"
region_name: "Headscale Embedded DERP"

# Listens over UDP at the configured address for STUN connections - to help with NAT traversal.
# When the embedded DERP server is enabled stun_listen_addr MUST be defined.
#
# For more details on how this works, check this great article: https://tailscale.com/blog/how-tailscale-works/
stun_listen_addr: "0.0.0.0:3478"

# List of externally available DERP maps encoded in JSON
urls:
- https://controlplane.tailscale.com/derpmap/default

# Locally available DERP map files encoded in YAML
#
# This option is mostly interesting for people hosting
# their own DERP servers:
# https://tailscale.com/kb/1118/custom-derp-servers/
#
# paths:
# - /etc/headscale/derp-example.yaml
paths: []

# If enabled, a worker will be set up to periodically
# refresh the given sources and update the derpmap
# will be set up.
auto_update_enabled: true

# How often should we check for DERP updates?
update_frequency: 24h

# Disables the automatic check for headscale updates on startup
disable_check_updates: false

# Time before an inactive ephemeral node is deleted?
ephemeral_node_inactivity_timeout: 30m

# Period to check for node updates within the tailnet. A value too low will severely affect
# CPU consumption of Headscale. A value too high (over 60s) will cause problems
# for the nodes, as they won't get updates or keep alive messages frequently enough.
# In case of doubts, do not touch the default 10s.
node_update_check_interval: 10s

# SQLite config
db_type: sqlite3

# For production:
# db_path: /var/lib/headscale/db.sqlite
db_path: ./db.sqlite

# # Postgres config
# If using a Unix socket to connect to Postgres, set the socket path in the 'host' field and leave 'port' blank.
# db_type: postgres
# db_host: localhost
# db_port: 5432
# db_name: headscale
# db_user: foo
# db_pass: bar

# If other 'sslmode' is required instead of 'require(true)' and 'disabled(false)', set the 'sslmode' you need
# in the 'db_ssl' field. Refers to https://www.postgresql.org/docs/current/libpq-ssl.html Table 34.1.
# db_ssl: false

### TLS configuration
#
## Let's encrypt / ACME
#
# headscale supports automatically requesting and setting up
# TLS for a domain with Let's Encrypt.
#
# URL to ACME directory
acme_url: https://acme-v02.api.letsencrypt.org/directory

# Email to register with ACME provider
acme_email: ""

# Domain name to request a TLS certificate for:
tls_letsencrypt_hostname: ""

# Path to store certificates and metadata needed by
# letsencrypt
# For production:
# tls_letsencrypt_cache_dir: /var/lib/headscale/cache
tls_letsencrypt_cache_dir: ./cache

# Type of ACME challenge to use, currently supported types:
# HTTP-01 or TLS-ALPN-01
# See [docs/tls.md](docs/tls.md) for more information
tls_letsencrypt_challenge_type: HTTP-01
# When HTTP-01 challenge is chosen, letsencrypt must set up a
# verification endpoint, and it will be listening on:
# :http = port 80
tls_letsencrypt_listen: ":http"

## Use already defined certificates:
tls_cert_path: ""
tls_key_path: ""

log:
# Output formatting for logs: text or json
format: text
level: info

# Path to a file containg ACL policies.
# ACLs can be defined as YAML or HUJSON.
# https://tailscale.com/kb/1018/acls/
acl_policy_path: ""

## DNS
#
# headscale supports Tailscale's DNS configuration and MagicDNS.
# Please have a look to their KB to better understand the concepts:
#
# - https://tailscale.com/kb/1054/dns/
# - https://tailscale.com/kb/1081/magicdns/
# - https://tailscale.com/blog/2021-09-private-dns-with-magicdns/
#
dns_config:
# Whether to prefer using Headscale provided DNS or use local.
override_local_dns: true

# List of DNS servers to expose to clients.
nameservers:
- 1.1.1.1

# NextDNS (see https://tailscale.com/kb/1218/nextdns/).
# "abc123" is example NextDNS ID, replace with yours.
#
# With metadata sharing:
# nameservers:
# - https://dns.nextdns.io/abc123
#
# Without metadata sharing:
# nameservers:
# - 2a07:a8c0::ab:c123
# - 2a07:a8c1::ab:c123

# Split DNS (see https://tailscale.com/kb/1054/dns/),
# list of search domains and the DNS to query for each one.
#
# restricted_nameservers:
# foo.bar.com:
# - 1.1.1.1
# darp.headscale.net:
# - 1.1.1.1
# - 8.8.8.8

# Search domains to inject.
domains: []

# Extra DNS records
# so far only A-records are supported (on the tailscale side)
# See https://github.com/juanfont/headscale/blob/main/docs/dns-records.md#Limitations
# extra_records:
# - name: "grafana.myvpn.example.com"
# type: "A"
# value: "100.64.0.3"
#
# # you can also put it in one line
# - { name: "prometheus.myvpn.example.com", type: "A", value: "100.64.0.3" }

# Whether to use [MagicDNS](https://tailscale.com/kb/1081/magicdns/).
# Only works if there is at least a nameserver defined.
magic_dns: true

# Defines the base domain to create the hostnames for MagicDNS.
# `base_domain` must be a FQDNs, without the trailing dot.
# The FQDN of the hosts will be
# `hostname.user.base_domain` (e.g., _myhost.myuser.example.com_).
base_domain: example.com

# Unix socket used for the CLI to connect without authentication
# Note: for production you will want to set this to something like:
# unix_socket: /var/run/headscale.sock
unix_socket: ./headscale.sock
unix_socket_permission: "0770"
#
# headscale supports experimental OpenID connect support,
# it is still being tested and might have some bugs, please
# help us test it.
# OpenID Connect
# oidc:
# only_start_if_oidc_is_available: true
# issuer: "https://your-oidc.issuer.com/path"
# client_id: "your-oidc-client-id"
# client_secret: "your-oidc-client-secret"
# # Alternatively, set `client_secret_path` to read the secret from the file.
# # It resolves environment variables, making integration to systemd's
# # `LoadCredential` straightforward:
# client_secret_path: "${CREDENTIALS_DIRECTORY}/oidc_client_secret"
# # client_secret and client_secret_path are mutually exclusive.
#
# Customize the scopes used in the OIDC flow, defaults to "openid", "profile" and "email" and add custom query
# parameters to the Authorize Endpoint request. Scopes default to "openid", "profile" and "email".
#
# scope: ["openid", "profile", "email", "custom"]
# extra_params:
# domain_hint: example.com
#
# List allowed principal domains and/or users. If an authenticated user's domain is not in this list, the
# authentication request will be rejected.
#
# allowed_domains:
# - example.com
# Groups from keycloak have a leading '/'
# allowed_groups:
# - /headscale
# allowed_users:
# - alice@example.com
#
# If `strip_email_domain` is set to `true`, the domain part of the username email address will be removed.
# This will transform `first-name.last-name@example.com` to the user `first-name.last-name`
# If `strip_email_domain` is set to `false` the domain part will NOT be removed resulting to the following
# user: `first-name.last-name.example.com`
#
# strip_email_domain: true

# Logtail configuration
# Logtail is Tailscales logging and auditing infrastructure, it allows the control panel
# to instruct tailscale nodes to log their activity to a remote server.
logtail:
# Enable logtail for this headscales clients.
# As there is currently no support for overriding the log server in headscale, this is
# disabled by default. Enabling this will make your clients send logs to Tailscale Inc.
enabled: false

# Enabling this option makes devices prefer a random port for WireGuard traffic over the
# default static port 41641. This option is intended as a workaround for some buggy
# firewall devices. See https://tailscale.com/kb/1181/firewalls/ for more information.
randomize_client_port: false
-

核心代码就是下面这段,其实就是帮我们把前面要做的事情做掉了,是不是挺方便的,小记一下哈

+

问题就是出在几个文件路径的配置,默认都是当前目录,也就是headscale的可执行文件所在目录,需要按它配置说明中的生产配置进行修改

+
# For production:
# /var/lib/headscale/private.key
private_key_path: /var/lib/headscale/private.key
+

直接改成绝对路径就好了,还有两个文件路径
另一个也是个秘钥的路径问题

+
noise:
# The Noise private key is used to encrypt the
# traffic between headscale and Tailscale clients when
# using the new Noise-based protocol. It must be different
# from the legacy private key.
#
# For production:
# private_key_path: /var/lib/headscale/noise_private.key
private_key_path: /var/lib/headscale/noise_private.key
+

第二个问题

这个问题也是一种误导,
错误信息是

+
Error initializing error="unable to open database file: out of memory (14)"
+

这就是个文件,内存也完全没有被占满的迹象,原来也是文件路径的问题

+
# For production:
# db_path: /var/lib/headscale/db.sqlite
db_path: /var/lib/headscale/db.sqlite
+

都改成绝对路径就可以了,然后这里还有个就是要对/var/lib/headscale//etc/headscale/等路径赋予headscale用户权限,有时候对这类问题的排查真的蛮头疼,日志报错都不是真实的错误信息,开源项目对这些错误的提示真的也需要优化,后续的譬如mac也加入节点等后面再开篇讲

]]>
- Java - 集合 + headscale - Java - Stream - Comparator - 排序 - sort - nullsfirst + headscale
@@ -637,50 +657,70 @@ Java JVM - C++ GC + C++ Java - C++ JVM + C++ - Filter, Interceptor, Aop, 啥, 啥, 啥? 这些都是啥? - /2020/08/22/Filter-Intercepter-Aop-%E5%95%A5-%E5%95%A5-%E5%95%A5-%E8%BF%99%E4%BA%9B%E9%83%BD%E6%98%AF%E5%95%A5/ - 本来是想取个像现在那些公众号转了又转的文章标题,”面试官再问你xxxxx,就把这篇文章甩给他看”这种标题,但是觉得实在太 low 了,还是用一部我比较喜欢的电影里的一句台词,《人在囧途》里王宝强对着那张老板给他的欠条,看不懂字时候说的那句,这些都是些啥(第四声)
当我刚开始面 Java 的时候,其实我真的没注意这方面的东西,实话说就是不知道这些是啥,开发中用过 Interceptor和 Aop,了解 aop 的实现原理,但是不知道 Java web 中的 Filter 是怎么回事,知道 dubbo 的 filter,就这样,所以被问到了的确是回答不出来,可能就觉得这个渣渣,这么简单的都不会,所以还是花点时间来看看这个是个啥,为了避免我口吐芬芳,还是耐下性子来简单说下这几个东西
首先是 servlet,怎么去解释这个呢,因为之前是 PHPer,所以比较喜欢用它来举例子,在普通的 PHP 的 web 应用中一般有几部分组成,接受 HTTP 请求的是前置的 nginx 或者 apache,但是这俩玩意都是只能处理静态的请求,远古时代 PHP 和 HTML 混编是通过 apache 的 php module,跟后来 nginx 使用 php-fpm 其实道理类似,就是把请求中需要 PHP 处理的转发给 PHP,在 Java 中呢,是有个比较牛叉的叫 Tomcat 的,它可以把请求转成 servlet,而 servlet 其实就是一种实现了特定接口的 Java 代码,

-

package javax.servlet;

import java.io.IOException;

/**
* Defines methods that all servlets must implement.
*
* <p>
* A servlet is a small Java program that runs within a Web server. Servlets
* receive and respond to requests from Web clients, usually across HTTP, the
* HyperText Transfer Protocol.
*
* <p>
* To implement this interface, you can write a generic servlet that extends
* <code>javax.servlet.GenericServlet</code> or an HTTP servlet that extends
* <code>javax.servlet.http.HttpServlet</code>.
*
* <p>
* This interface defines methods to initialize a servlet, to service requests,
* and to remove a servlet from the server. These are known as life-cycle
* methods and are called in the following sequence:
* <ol>
* <li>The servlet is constructed, then initialized with the <code>init</code>
* method.
* <li>Any calls from clients to the <code>service</code> method are handled.
* <li>The servlet is taken out of service, then destroyed with the
* <code>destroy</code> method, then garbage collected and finalized.
* </ol>
*
* <p>
* In addition to the life-cycle methods, this interface provides the
* <code>getServletConfig</code> method, which the servlet can use to get any
* startup information, and the <code>getServletInfo</code> method, which allows
* the servlet to return basic information about itself, such as author,
* version, and copyright.
*
* @see GenericServlet
* @see javax.servlet.http.HttpServlet
*/
public interface Servlet {

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being placed into service.
*
* <p>
* The servlet container calls the <code>init</code> method exactly once
* after instantiating the servlet. The <code>init</code> method must
* complete successfully before the servlet can receive any requests.
*
* <p>
* The servlet container cannot place the servlet into service if the
* <code>init</code> method
* <ol>
* <li>Throws a <code>ServletException</code>
* <li>Does not return within a time period defined by the Web server
* </ol>
*
*
* @param config
* a <code>ServletConfig</code> object containing the servlet's
* configuration and initialization parameters
*
* @exception ServletException
* if an exception has occurred that interferes with the
* servlet's normal operation
*
* @see UnavailableException
* @see #getServletConfig
*/
public void init(ServletConfig config) throws ServletException;

/**
*
* Returns a {@link ServletConfig} object, which contains initialization and
* startup parameters for this servlet. The <code>ServletConfig</code>
* object returned is the one passed to the <code>init</code> method.
*
* <p>
* Implementations of this interface are responsible for storing the
* <code>ServletConfig</code> object so that this method can return it. The
* {@link GenericServlet} class, which implements this interface, already
* does this.
*
* @return the <code>ServletConfig</code> object that initializes this
* servlet
*
* @see #init
*/
public ServletConfig getServletConfig();

/**
* Called by the servlet container to allow the servlet to respond to a
* request.
*
* <p>
* This method is only called after the servlet's <code>init()</code> method
* has completed successfully.
*
* <p>
* The status code of the response always should be set for a servlet that
* throws or sends an error.
*
*
* <p>
* Servlets typically run inside multithreaded servlet containers that can
* handle multiple requests concurrently. Developers must be aware to
* synchronize access to any shared resources such as files, network
* connections, and as well as the servlet's class and instance variables.
* More information on multithreaded programming in Java is available in <a
* href
* ="http://java.sun.com/Series/Tutorial/java/threads/multithreaded.html">
* the Java tutorial on multi-threaded programming</a>.
*
*
* @param req
* the <code>ServletRequest</code> object that contains the
* client's request
*
* @param res
* the <code>ServletResponse</code> object that contains the
* servlet's response
*
* @exception ServletException
* if an exception occurs that interferes with the servlet's
* normal operation
*
* @exception IOException
* if an input or output exception occurs
*/
public void service(ServletRequest req, ServletResponse res)
throws ServletException, IOException;

/**
* Returns information about the servlet, such as author, version, and
* copyright.
*
* <p>
* The string that this method returns should be plain text and not markup
* of any kind (such as HTML, XML, etc.).
*
* @return a <code>String</code> containing servlet information
*/
public String getServletInfo();

/**
* Called by the servlet container to indicate to a servlet that the servlet
* is being taken out of service. This method is only called once all
* threads within the servlet's <code>service</code> method have exited or
* after a timeout period has passed. After the servlet container calls this
* method, it will not call the <code>service</code> method again on this
* servlet.
*
* <p>
* This method gives the servlet an opportunity to clean up any resources
* that are being held (for example, memory, file handles, threads) and make
* sure that any persistent state is synchronized with the servlet's current
* state in memory.
*/
public void destroy();
}

-

重点看 servlet 的 service方法,就是接受请求,处理完了给响应,不说细节,不然光 Tomcat 的能说半年,所以呢再进一步去理解,其实就能知道,就是一个先后的问题,盗个图

filter 跟后两者最大的不一样其实是一个基于 servlet,在非常外层做的处理,然后是 interceptor 的 prehandle 跟 posthandle,接着才是我们常规的 aop,就这么点事情,做个小试验吧(还是先补段代码吧)

-

Filter

// ---------------------------------------------------- FilterChain Methods

/**
* Invoke the next filter in this chain, passing the specified request
* and response. If there are no more filters in this chain, invoke
* the <code>service()</code> method of the servlet itself.
*
* @param request The servlet request we are processing
* @param response The servlet response we are creating
*
* @exception IOException if an input/output error occurs
* @exception ServletException if a servlet exception occurs
*/
@Override
public void doFilter(ServletRequest request, ServletResponse response)
throws IOException, ServletException {

if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
try {
java.security.AccessController.doPrivileged(
new java.security.PrivilegedExceptionAction<Void>() {
@Override
public Void run()
throws ServletException, IOException {
internalDoFilter(req,res);
return null;
}
}
);
} catch( PrivilegedActionException pe) {
Exception e = pe.getException();
if (e instanceof ServletException)
throw (ServletException) e;
else if (e instanceof IOException)
throw (IOException) e;
else if (e instanceof RuntimeException)
throw (RuntimeException) e;
else
throw new ServletException(e.getMessage(), e);
}
} else {
internalDoFilter(request,response);
}
}
private void internalDoFilter(ServletRequest request,
ServletResponse response)
throws IOException, ServletException {

// Call the next filter if there is one
if (pos < n) {
ApplicationFilterConfig filterConfig = filters[pos++];
try {
Filter filter = filterConfig.getFilter();

if (request.isAsyncSupported() && "false".equalsIgnoreCase(
filterConfig.getFilterDef().getAsyncSupported())) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR, Boolean.FALSE);
}
if( Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();

Object[] args = new Object[]{req, res, this};
SecurityUtil.doAsPrivilege ("doFilter", filter, classType, args, principal);
} else {
filter.doFilter(request, response, this);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.filter"), e);
}
return;
}

// We fell off the end of the chain -- call the servlet instance
try {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(request);
lastServicedResponse.set(response);
}

if (request.isAsyncSupported() && !servletSupportsAsync) {
request.setAttribute(Globals.ASYNC_SUPPORTED_ATTR,
Boolean.FALSE);
}
// Use potentially wrapped request from this point
if ((request instanceof HttpServletRequest) &&
(response instanceof HttpServletResponse) &&
Globals.IS_SECURITY_ENABLED ) {
final ServletRequest req = request;
final ServletResponse res = response;
Principal principal =
((HttpServletRequest) req).getUserPrincipal();
Object[] args = new Object[]{req, res};
SecurityUtil.doAsPrivilege("service",
servlet,
classTypeUsedInService,
args,
principal);
} else {
servlet.service(request, response);
}
} catch (IOException | ServletException | RuntimeException e) {
throw e;
} catch (Throwable e) {
e = ExceptionUtils.unwrapInvocationTargetException(e);
ExceptionUtils.handleThrowable(e);
throw new ServletException(sm.getString("filterChain.servlet"), e);
} finally {
if (ApplicationDispatcher.WRAP_SAME_OBJECT) {
lastServicedRequest.set(null);
lastServicedResponse.set(null);
}
}
}
-

注意看这一行
filter.doFilter(request, response, this);
是不是看懂了,就是个 filter 链,但是这个代码在哪呢,org.apache.catalina.core.ApplicationFilterChain#doFilter
然后是interceptor,

-
protected void doDispatch(HttpServletRequest request, HttpServletResponse response) throws Exception {
HttpServletRequest processedRequest = request;
HandlerExecutionChain mappedHandler = null;
boolean multipartRequestParsed = false;
WebAsyncManager asyncManager = WebAsyncUtils.getAsyncManager(request);

try {
try {
ModelAndView mv = null;
Object dispatchException = null;

try {
processedRequest = this.checkMultipart(request);
multipartRequestParsed = processedRequest != request;
mappedHandler = this.getHandler(processedRequest);
if (mappedHandler == null) {
this.noHandlerFound(processedRequest, response);
return;
}

HandlerAdapter ha = this.getHandlerAdapter(mappedHandler.getHandler());
String method = request.getMethod();
boolean isGet = "GET".equals(method);
if (isGet || "HEAD".equals(method)) {
long lastModified = ha.getLastModified(request, mappedHandler.getHandler());
if ((new ServletWebRequest(request, response)).checkNotModified(lastModified) && isGet) {
return;
}
}

/**
* 看这里看这里‼️
*/
if (!mappedHandler.applyPreHandle(processedRequest, response)) {
return;
}

mv = ha.handle(processedRequest, response, mappedHandler.getHandler());
if (asyncManager.isConcurrentHandlingStarted()) {
return;
}

this.applyDefaultViewName(processedRequest, mv);
/**
* 再看这里看这里‼️
*/
mappedHandler.applyPostHandle(processedRequest, response, mv);
} catch (Exception var20) {
dispatchException = var20;
} catch (Throwable var21) {
dispatchException = new NestedServletException("Handler dispatch failed", var21);
}

this.processDispatchResult(processedRequest, response, mappedHandler, mv, (Exception)dispatchException);
} catch (Exception var22) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, var22);
} catch (Throwable var23) {
this.triggerAfterCompletion(processedRequest, response, mappedHandler, new NestedServletException("Handler processing failed", var23));
}

} finally {
if (asyncManager.isConcurrentHandlingStarted()) {
if (mappedHandler != null) {
mappedHandler.applyAfterConcurrentHandlingStarted(processedRequest, response);
}
} else if (multipartRequestParsed) {
this.cleanupMultipart(processedRequest);
}

}
}
-

代码在哪呢,org.springframework.web.servlet.DispatcherServlet#doDispatch,然后才是我们自己写的 aop,是不是差不多明白了,嗯,接下来是例子
写个 filter

-
public class DemoFilter extends HttpServlet implements Filter {
@Override
public void init(FilterConfig filterConfig) throws ServletException {
System.out.println("==>DemoFilter启动");
}

@Override
public void doFilter(ServletRequest servletRequest, ServletResponse servletResponse, FilterChain filterChain) throws IOException, ServletException {
// 将请求转换成HttpServletRequest 请求
HttpServletRequest req = (HttpServletRequest) servletRequest;
HttpServletResponse resp = (HttpServletResponse) servletResponse;
System.out.println("before filter");
filterChain.doFilter(req, resp);
System.out.println("after filter");
}

@Override
public void destroy() {

}
}
-

因为用的springboot,所以就不写 web.xml 了,写个配置类

-
@Configuration
public class FilterConfiguration {
@Bean
public FilterRegistrationBean filterDemo4Registration() {
FilterRegistrationBean registration = new FilterRegistrationBean();
//注入过滤器
registration.setFilter(new DemoFilter());
//拦截规则
registration.addUrlPatterns("/*");
//过滤器名称
registration.setName("DemoFilter");
//是否自动注册 false 取消Filter的自动注册
registration.setEnabled(true);
//过滤器顺序
registration.setOrder(1);
return registration;
}

}
-

然后再来个 interceptor 和 aop,以及一个简单的请求处理

-
public class DemoInterceptor extends HandlerInterceptorAdapter {
@Override
public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler) throws Exception {
System.out.println("preHandle test");
return true;
}

@Override
public void postHandle(HttpServletRequest request, HttpServletResponse response, Object handler, ModelAndView modelAndView) throws Exception {
System.out.println("postHandle test");
}
}
@Aspect
@Component
public class DemoAspect {

@Pointcut("execution( public * com.nicksxs.springbootdemo.demo.DemoController.*())")
public void point() {

}

@Before("point()")
public void doBefore(){
System.out.println("==doBefore==");
}

@After("point()")
public void doAfter(){
System.out.println("==doAfter==");
}
}
@RestController
public class DemoController {

@RequestMapping("/hello")
@ResponseBody
public String hello() {
return "hello world";
}
}
-

好了,请求一下,看看 stdout,

搞定完事儿~

+ Java 线程池系列-准备篇 + /2024/02/04/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E5%87%86%E5%A4%87%E7%AF%87/ + Java 线程池是 Java 并发体系里的重要组成部分,不过说起线程池一般都是几个参数,以及参数的含义和逻辑,为了更适合刚开始学习的同学或者说有一些会对这么个习惯性的概括讲法有点疑惑的,我们就从零开始,从最基础的开始看起,先来看下里面用来判断线程池状态和线程数量的部分

+
private final AtomicInteger ctl = new AtomicInteger(ctlOf(RUNNING, 0));
private static final int COUNT_BITS = Integer.SIZE - 3;
private static final int CAPACITY = (1 << COUNT_BITS) - 1;

// runState is stored in the high-order bits
private static final int RUNNING = -1 << COUNT_BITS;
private static final int SHUTDOWN = 0 << COUNT_BITS;
private static final int STOP = 1 << COUNT_BITS;
private static final int TIDYING = 2 << COUNT_BITS;
private static final int TERMINATED = 3 << COUNT_BITS;

// Packing and unpacking ctl
private static int runStateOf(int c) { return c & ~CAPACITY; }
private static int workerCountOf(int c) { return c & CAPACITY; }
private static int ctlOf(int rs, int wc) { return rs | wc; }
+

这里我们先看下 COUNT_BITS 它是 Integer.SIZE - 3Integer.SIZE 这个是 32,也就是代表了 Java 用了四个 Byte 来存一个 Integer, 那么 COUNT_BITS 就是 29,
这个 29 是用了干嘛的呢,逐步往下看,为什么先介绍 COUNT_BITS,因为第一行的 ctl 的值是通过 ctlOf(RUNNING, 0) 算出来的,而 RUNNING 又是通过等于 -1 左移 COUNT_BITS 位来得到,移动 29 位后,还剩下三位,而这三位只需要表示后面五种状态,其中只有 RUNNING 是负值,这样就巧妙的只利用了 ctl 的前三位来存储线程池的状态而后面的 29 位就是用来存储线程数量的,具体怎么取呢,我们在来看下 CAPACITY 它是 (1 << COUNT_BITS) - 1 把 1 左移 29 位后减 1,也就是 536870911,这里再补充下,左移一位就等于是乘以 2,左移 29 位就是乘以 2 的 29 次,减了 1 就是 29 位能存的最大值,代表线程池最大的线程容量,用二进制来表示就是 32 位长度的int,前三位是 0,后 29 位是 1,代表了线程池的容量,那么 runStateOfworkerCountOf 的理解就很简单了,
runStateOf 是 c 跟 CAPACITY 取反之后的值做”与”操作,CAPACITY 取反就变成了前三位是 1,后面的二十九位是 0,而对于”与”操作,后面的二十九位无论是什么都会被忽略,也就是取了前三位的值
workerCountOf 正好相反,直接跟 CAPACITY 做 “与” 操作,也就是取后二十九位的值
ctlOf 就是直接对 rswc 做了 “或” 操作
而前面也提到了只有 RUNNING 是负数,那么就可以直接做大小比较来判断线程池状态
这个可能对很多同学来说是非常简单的,但是对于一部分同学来说就是个拦路虎,希望能对这部分同学有所帮助。

+]]>
+ + Java + + + Java + +
+ + Java 线程池系列-实战篇 + /2024/03/17/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E5%AE%9E%E6%88%98%E7%AF%87/ + 线程池在实际使用过程中,有时候在理解比较偏理论的时候会出现一些判断错误,这里我们就来看一个实际的案例

+
private static final ThreadPoolExecutor threadPoolExecutor =
new ThreadPoolExecutor(1, 1,
0, TimeUnit.MINUTES,
new MyArrayBlockingQueue<>(2));
public static void main(String[] args) throws InterruptedException {
for (int i = 0; i < 100; i++) {
Thread.sleep(100);
for (int j = 0; j < 3; j++) {
threadPoolExecutor.execute(() -> {
int a = 0;
});
}
System.out.println("===============> 详情任务 - 任务处理完成");
}
System.out.println("都执行完成了");
}
+

MyArrayBlockingQueue 是我复制的 ArrayBlockingQueue 加了点日志,可以认为就是一样的,这种情况下
执行过程是怎么样的呢, 队列长度是 2,核心线程数和最大线程数都是 1,提交任务是采用了两层循环,内层是循环三次,往线程池里提交任务,然后内层循环完了以后会重新睡眠 100 毫秒
在进入下一次外层循环,如果能一眼看出来问题的说明对线程池了解得很深入了,如果没有的话我们就一起来看下
先说下结论,这个代码会出现拒绝异常

考虑下是什么原因呢,是不是我线程数太少了,放大一些,感觉符合直觉一点
修改成

+
private static final ThreadPoolExecutor threadPoolExecutor =
new ThreadPoolExecutor(100, 100,
0, TimeUnit.MINUTES,
new MyArrayBlockingQueue<>(2));
+

然而还是一样

只不过晚了点出现,那么问题出在哪呢
为什么我要去重写这个 MyArrayBlockingQueue,就是为了找到原因,其实很多讲解线程池的都是讲了线程池的参数,什么队列是链表的,数组的
但是没有讲到我是怎么往队列塞任务,怎么从队列取任务的呢

+
public boolean offer(E e) {
checkNotNull(e);
final ReentrantLock lock = this.lock;
lock.lock();
try {
if (count == items.length) {
return false;
}
else {
enqueue(e);
return true;
}
} finally {
lock.unlock();
}
}
+

这里是往队列里塞任务,注意这里需要获得锁,
而对于获取任务呢

+
public E take() throws InterruptedException {
final ReentrantLock lock = this.lock;
lock.lockInterruptibly();
try {
while (count == 0)
notEmpty.await();
return dequeue();
} finally {
lock.unlock();
}
}
+

注意这里也需要获得锁,当我一个线程池的线程数进入稳定状态,也就是保持一定数量的线程不变的情况下
上面是一种比较可能的情况,即核心线程数等于最大线程数,那么我在提交任务的时候是非常快的

+
if (command == null)
throw new NullPointerException();
/*
* Proceed in 3 steps:
*
* 1. If fewer than corePoolSize threads are running, try to
* start a new thread with the given command as its first
* task. The call to addWorker atomically checks runState and
* workerCount, and so prevents false alarms that would add
* threads when it shouldn't, by returning false.
*
* 2. If a task can be successfully queued, then we still need
* to double-check whether we should have added a thread
* (because existing ones died since last checking) or that
* the pool shut down since entry into this method. So we
* recheck state and if necessary roll back the enqueuing if
* stopped, or start a new thread if there are none.
*
* 3. If we cannot queue task, then we try to add a new
* thread. If it fails, we know we are shut down or saturated
* and so reject the task.
*/
int c = ctl.get();
if (workerCountOf(c) < corePoolSize) {
if (addWorker(command, true))
return;
c = ctl.get();
}
if (isRunning(c) && workQueue.offer(command)) {
int recheck = ctl.get();
if (! isRunning(recheck) && remove(command))
reject(command);
else if (workerCountOf(recheck) == 0)
addWorker(null, false);
}
else if (!addWorker(command, false))
reject(command);
}
+

再来看下这段代码,第一步只需要判断是否为空,第二步就是判断核心线程数量,明显我说的情况,前面两步就直接过去了
然后就是判断线程池运行状态和往队列里塞任务了,但是线程运行完一个任务主动从队列里获取则需要更多的逻辑
这样就造成了我往队列里塞任务会比获取任务快很多,队列一满,就会抛出拒绝异常
即使我把线程数量放大到 100 还是一样,只不过会出现的慢一点,那么口说无凭,我们来验证下,提交任务过快,那么我在提交
方法里做个延迟

+
public boolean offer(E e) {
checkNotNull(e);
final ReentrantLock lock = this.lock;
lock.lock();
try {
if (count == items.length) {
return false;
}
else {
enqueue(e);
return true;
}
} finally {
lock.unlock();
try {
Thread.sleep(1000);
} catch (InterruptedException ex) {
throw new RuntimeException(ex);
}
}
}
+

这样就没啥问题了

+

除了最后这个加延时,其他的直接用 ArrayBlockingQueue 就可以实验,实操一下会对这个逻辑有更深的理解

+]]>
+ + Java + + + Java + +
+ + Java 线程池系列-第一篇 + /2024/02/11/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E7%AC%AC%E4%B8%80%E7%AF%87/ + 这一篇我们继续聊线程池,一般线程池会介绍我们的参数,我先不一样一些
我们先来翻译一下

+
 An {@link ExecutorService} that executes each submitted task using
one of possibly several pooled threads, normally configured
using {@link Executors} factory methods.
// executorService 使用一个线程池中的线程来执行每个提交的任务,经常使用 Executors 工厂方法

<p>Thread pools address two different problems: they usually
provide improved performance when executing large numbers of
asynchronous tasks, due to reduced per-task invocation overhead,
and they provide a means of bounding and managing the resources,
including threads, consumed when executing a collection of tasks.
Each {@code ThreadPoolExecutor} also maintains some basic
statistics, such as the number of completed tasks.
// 线程池解决两个不同的问题,通常是为了在提交大量异步任务时,通过减少每个任务的调度开销来提高性能
// 并且提供了一种管理和约束资源,包括线程消耗的方法,每个 ThreadPoolExecutor还会管理一些基础的统计信息
// 比如完成的任务数量


<p>To be useful across a wide range of contexts, this class
provides many adjustable parameters and extensibility
hooks. However, programmers are urged to use the more convenient
{@link Executors} factory methods {@link
Executors#newCachedThreadPool} (unbounded thread pool, with
automatic thread reclamation), {@link Executors#newFixedThreadPool}
(fixed size thread pool) and {@link
Executors#newSingleThreadExecutor} (single background thread), that
preconfigure settings for the most common usage
scenarios. Otherwise, use the following guide when manually
configuring and tuning this class:
// 为了在各种情况下都能派上用场,该类提供了许多可调整的参数和扩展钩子。不过,我们建议程序员使用更方便的 Executors 工厂方法 Executors.
// newCachedThreadPool(无限制线程池,可自动回收线程)、Executors.newFixedThreadPool(固定大小线程池)和 Executors.
// newSingleThreadExecutor(单后台线程),这些方法可为最常见的使用场景预先配置设置。否则,在手动配置和调整该类时,请使用以下指南:

Core and maximum pool sizes
// 核心和最大线程池大小
A ThreadPoolExecutor will automatically adjust the pool size (see getPoolSize) according to the bounds set by corePoolSize (see getCorePoolSize) and maximumPoolSize (see getMaximumPoolSize). When a new task is submitted in method execute(Runnable), and fewer than corePoolSize threads are running, a new thread is created to handle the request, even if other worker threads are idle. If there are more than corePoolSize but less than maximumPoolSize threads running, a new thread will be created only if the queue is full. By setting corePoolSize and maximumPoolSize the same, you create a fixed-size thread pool. By setting maximumPoolSize to an essentially unbounded value such as Integer.MAX_VALUE, you allow the pool to accommodate an arbitrary number of concurrent tasks. Most typically, core and maximum pool sizes are set only upon construction, but they may also be changed dynamically using setCorePoolSize and setMaximumPoolSize.
// ThreadPoolExecutor 会根据 corePoolSize(参见 getCorePoolSize)和 maximumPoolSize(参见 getMaximumPoolSize)设置的界限自动调整池大小(参见 getPoolSize)。在方法 execute(Runnable) 中提交新任务时,如果运行的线程少于 corePoolSize,即使其他工作线程处于空闲状态,也会创建一个新线程来处理请求。如果运行的线程多于 corePoolSize 但少于 maximumPoolSize,则只有在队列已满时才会创建新线程。如果将 corePoolSize 和 maximumPoolSize 设置为相同,就可以创建一个固定大小的线程池。如果将 maximumPoolSize 设置为 Integer.MAX_VALUE 等基本无限制的值,就可以让池容纳任意数量的并发任务。通常,核心和最大线程池大小只在构建时设置,但也可以使用 setCorePoolSize 和 setMaximumPoolSize 动态更改。

On-demand construction
// 按需构建
By default, even core threads are initially created and started only when new tasks arrive, but this can be overridden dynamically using method prestartCoreThread or prestartAllCoreThreads. You probably want to prestart threads if you construct the pool with a non-empty queue.
// 默认情况下,即使是核心线程也是只有当新任务到来时才会初始创建和启动,但这可以使用方法 prestartCoreThread 或 prestartAllCoreThreads 进行动态重载。如果使用非空队列构建线程池,则可能需要预启动线程。
Creating new threads
// 创建新线程
/** New threads are created using a ThreadFactory. If not otherwise specified, a Executors.defaultThreadFactory is used, that creates threads to all be in the same ThreadGroup and with the same NORM_PRIORITY priority and non-daemon status. By supplying a different ThreadFactory, you can alter the thread's name, thread group, priority, daemon status, etc. If a ThreadFactory fails to create a thread when asked by returning null from newThread, the executor will continue, but might not be able to execute any tasks. Threads should possess the "modifyThread" RuntimePermission. If worker threads or other threads using the pool do not possess this permission, service may be degraded: configuration changes may not take effect in a timely manner, and a shutdown pool may remain in a state in which termination is possible but not completed. */
// 新线程是使用线程工厂(ThreadFactory)创建的。如果未另行指定,将使用 Executors.defaultThreadFactory 创建线程,创建的线程将全部位于同一线程组,并具有相同的 NORM_PRIORITY 优先级和非守护进程状态。通过提供不同的 ThreadFactory,可以更改线程的名称、线程组、优先级、守护进程状态等。如果线程工厂无法按要求创建线程,从 newThread 返回空值,执行器将继续运行,但可能无法执行任何任务。线程应拥有 "modifyThread "运行时权限。如果工作线程或使用池的其他线程不具备此权限,服务可能会降级:配置更改可能无法及时生效,关闭的池可能会一直处于可以终止但无法完成的状态。
Keep-alive times
// 保活时间
If the pool currently has more than corePoolSize threads, excess threads will be terminated if they have been idle for more than the keepAliveTime (see getKeepAliveTime(TimeUnit)). This provides a means of reducing resource consumption when the pool is not being actively used. If the pool becomes more active later, new threads will be constructed. This parameter can also be changed dynamically using method setKeepAliveTime(long, TimeUnit). Using a value of Long.MAX_VALUE TimeUnit.NANOSECONDS effectively disables idle threads from ever terminating prior to shut down. By default, the keep-alive policy applies only when there are more than corePoolSize threads. But method allowCoreThreadTimeOut(boolean) can be used to apply this time-out policy to core threads as well, so long as the keepAliveTime value is non-zero.
// 如果当前池中的线程数超过 corePoolSize,多余的线程在闲置时间超过 keepAliveTime(请参阅 getKeepAliveTime(TimeUnit))时将被终止。这提供了一种在线程池未被频繁使用时减少资源消耗的方法。如果以后池变得更加活跃,就会构建新线程。也可以使用方法 setKeepAliveTime(long, TimeUnit) 动态更改该参数。使用 Long.MAX_VALUE TimeUnit.NANOSECONDS 值可有效禁止闲置线程在关闭前终止。默认情况下,只有当线程数超过 corePoolSize 时,才会采用保持连接策略。但只要 keepAliveTime 值不为零,就可以使用方法 allowCoreThreadTimeOut(boolean) 将超时策略也应用到核心线程。
Queuing
// 队列
Any BlockingQueue may be used to transfer and hold submitted tasks. The use of this queue interacts with pool sizing:
// 任何阻塞队列(BlockingQueue)都可用于传输和保留已提交的任务。该队列的使用与线程池大小有关:
If fewer than corePoolSize threads are running, the Executor always prefers adding a new thread rather than queuing.
// 如果运行的线程少于 corePoolSize,执行器总是倾向于添加新线程而不是队列。
If corePoolSize or more threads are running, the Executor always prefers queuing a request rather than adding a new thread.
// 如果运行的线程数大于或等于 corePoolSize,执行器总是倾向于将请求排队,而不是添加新线程。
If a request cannot be queued, a new thread is created unless this would exceed maximumPoolSize, in which case, the task will be rejected.
// 如果请求无法进队列,执行器会创建一个新线程,除非这样做会超过最大线程池大小(maximumPoolSize),在这种情况下,任务会被拒绝。
There are three general strategies for queuing:
// 入队一般有三种策略:
Direct handoffs. A good default choice for a work queue is a SynchronousQueue that hands off tasks to threads without otherwise holding them. Here, an attempt to queue a task will fail if no threads are immediately available to run it, so a new thread will be constructed. This policy avoids lockups when handling sets of requests that might have internal dependencies. Direct handoffs generally require unbounded maximumPoolSizes to avoid rejection of new submitted tasks. This in turn admits the possibility of unbounded thread growth when commands continue to arrive on average faster than they can be processed.
// 直接交接。工作队列的一个很好的默认选择是同步队列(SynchronousQueue),它可以将任务移交给线程,而不会以其他方式保留任务。在这里,如果没有线程可立即运行任务,则队列任务的尝试将失败,因此会构建一个新的线程。在处理可能存在内部依赖关系的请求集时,这种策略可以避免死锁。直接交接通常需要无限制的最大线程池大小,以避免新提交的任务被拒绝。反过来,当命令的平均到达速度超过其处理速度时,就有可能导致线程无限制增长。
/** Unbounded queues. Using an unbounded queue (for example a LinkedBlockingQueue without a predefined capacity) will cause new tasks to wait in the queue when all corePoolSize threads are busy. Thus, no more than corePoolSize threads will ever be created. (And the value of the maximumPoolSize therefore doesn't have any effect.) This may be appropriate when each task is completely independent of others, so tasks cannot affect each others execution; for example, in a web page server. While this style of queuing can be useful in smoothing out transient bursts of requests, it admits the possibility of unbounded work queue growth when commands continue to arrive on average faster than they can be processed. */
// 无界队列。使用无界队列(例如没有预定义容量的 LinkedBlockingQueue)会导致新任务在所有 corePoolSize 线程都繁忙时在队列中等待。因此,创建的线程不会超过 corePoolSize。(当每个任务都完全独立于其他任务,因此任务之间不会相互影响执行时,例如在网页服务器中,这种方式可能比较合适。虽然这种队列方式在平滑瞬时突发请求方面很有用,但当命令的平均到达速度持续超过其处理速度时,就会导致工作队列无限制地增长。
Bounded queues. A bounded queue (for example, an ArrayBlockingQueue) helps prevent resource exhaustion when used with finite maximumPoolSizes, but can be more difficult to tune and control. Queue sizes and maximum pool sizes may be traded off for each other: Using large queues and small pools minimizes CPU usage, OS resources, and context-switching overhead, but can lead to artificially low throughput. If tasks frequently block (for example if they are I/O bound), a system may be able to schedule time for more threads than you otherwise allow. Use of small queues generally requires larger pool sizes, which keeps CPUs busier but may encounter unacceptable scheduling overhead, which also decreases throughput.
// 有界队列 有界队列(例如 ArrayBlockingQueue)与有限的最大线程池大小一起使用时,有助于防止资源耗尽,但可能更难调整和控制。队列大小和最大池大小可以相互权衡: 使用大队列和小池可以最大限度地减少 CPU 占用率、操作系统资源和上下文切换开销,但会导致人为的低吞吐量。如果任务经常出现阻塞(例如,如果任务受 I/O 约束),系统可能会为更多线程安排时间,而不考虑其他因素。使用小队列通常需要更大的池规模,这将使 CPU 更繁忙,但可能会遇到无法接受的调度开销,这也会降低吞吐量。
Rejected tasks
// 被拒绝的任务
New tasks submitted in method execute(Runnable) will be rejected when the Executor has been shut down, and also when the Executor uses finite bounds for both maximum threads and work queue capacity, and is saturated. In either case, the execute method invokes the RejectedExecutionHandler.rejectedExecution(Runnable, ThreadPoolExecutor) method of its RejectedExecutionHandler. Four predefined handler policies are provided:
// 如果执行器已关闭,或者执行器使用了最大线程数和工作队列容量的有限界限,并已达到饱和,那么在 execute(Runnable) 方法中提交的新任务将被拒绝。在这两种情况下,execute 方法都会调用其 RejectedExecutionHandler 的 RejectedExecutionHandler.rejectedExecution(Runnable, ThreadPoolExecutor) 方法。提供了四种预定义的处理程序策略:
In the default ThreadPoolExecutor.AbortPolicy, the handler throws a runtime RejectedExecutionException upon rejection.
// 在默认的 ThreadPoolExecutor.AbortPolicy 中,处理程序会在拒绝时抛出运行时 RejectedExecutionException。
In ThreadPoolExecutor.CallerRunsPolicy, the thread that invokes execute itself runs the task. This provides a simple feedback control mechanism that will slow down the rate that new tasks are submitted.
// 在 ThreadPoolExecutor.CallerRunsPolicy 中,调用执行本身的线程会运行任务。这提供了一个简单的反馈控制机制,可减慢提交新任务的速度。
In ThreadPoolExecutor.DiscardPolicy, a task that cannot be executed is simply dropped.
// 在 ThreadPoolExecutor.DiscardPolicy 中,无法执行的任务会被直接丢弃。
In ThreadPoolExecutor.DiscardOldestPolicy, if the executor is not shut down, the task at the head of the work queue is dropped, and then execution is retried (which can fail again, causing this to be repeated.)
// 在 ThreadPoolExecutor.DiscardOldestPolicy 中,如果执行器没有关闭,工作队列头部的任务就会被丢弃,然后重新执行(可能会再次失败,导致重复执行)。
It is possible to define and use other kinds of RejectedExecutionHandler classes. Doing so requires some care especially when policies are designed to work only under particular capacity or queuing policies.
// 我们还可以定义和使用其他类型的 RejectedExecutionHandler 类。这样做需要小心谨慎,尤其是当策略设计为仅在特定容量或队列策略下运行时。
Hook methods
// 钩子方法
This class provides protected overridable beforeExecute(Thread, Runnable) and afterExecute(Runnable, Throwable) methods that are called before and after execution of each task. These can be used to manipulate the execution environment; for example, reinitializing ThreadLocals, gathering statistics, or adding log entries. Additionally, method terminated can be overridden to perform any special processing that needs to be done once the Executor has fully terminated.
// 该类提供 protected 的可重载 beforeExecute(Thread, Runnable) 和 afterExecute(Runnable, Throwable) 方法,可在每个任务执行前后调用。这些方法可用于操纵执行环境,例如,重新初始化线程位置、收集统计数据或添加日志条目。此外,还可以重写终止方法,以便在执行器完全终止后执行任何需要进行的特殊处理。(一些动态线程池技术就用到了这两个方法)
If hook or callback methods throw exceptions, internal worker threads may in turn fail and abruptly terminate.
// 如果钩子或回调方法抛出异常,内部工作线程可能会失败并突然终止。
Queue maintenance
// 队列维护
Method getQueue() allows access to the work queue for purposes of monitoring and debugging. Use of this method for any other purpose is strongly discouraged. Two supplied methods, remove(Runnable) and purge are available to assist in storage reclamation when large numbers of queued tasks become cancelled.
// 方法 getQueue() 允许访问工作队列,以便进行监控和调试。强烈建议不要将此方法用于任何其他目的。当大量队列任务被取消时,可使用 remove(Runnable) 和 purge 这两个提供的方法来帮助回收存储空间。(不建议直接将获取到的队列进行修改操作)
Finalization
// 终止
A pool that is no longer referenced in a program AND has no remaining threads will be shutdown automatically. If you would like to ensure that unreferenced pools are reclaimed even if users forget to call shutdown, then you must arrange that unused threads eventually die, by setting appropriate keep-alive times, using a lower bound of zero core threads and/or setting allowCoreThreadTimeOut(boolean).
// 程序中不再引用且没有剩余线程的池将自动关闭。如果要确保即使用户忘记调用 shutdown 也能回收未引用的池,则必须通过设置适当的保持连接时间、使用零核心线程下限和/或设置 allowCoreThreadTimeOut(boolean) 来使得未使用的线程最终被停止。
+

通过前面的简单翻译我们就能大致略窥得线程池配置全貌,继续看一个构造方法

+
public ThreadPoolExecutor(int corePoolSize,
int maximumPoolSize,
long keepAliveTime,
TimeUnit unit,
BlockingQueue<Runnable> workQueue) {
this(corePoolSize, maximumPoolSize, keepAliveTime, unit, workQueue,
Executors.defaultThreadFactory(), defaultHandler);
}
private static final RejectedExecutionHandler defaultHandler =
new AbortPolicy();
+

这个构造方法就主要配置了 corePoolSize 核心线程数,maximumPoolSize 最大线程数, keepAliveTime 线程保活时间,unit 时间单位,workQueue 工作队列,而传入后可以看到使用了默认的线程工厂和默认的拒绝处理器

+
public ThreadPoolExecutor(int corePoolSize,
int maximumPoolSize,
long keepAliveTime,
TimeUnit unit,
BlockingQueue<Runnable> workQueue,
ThreadFactory threadFactory,
RejectedExecutionHandler handler) {
if (corePoolSize < 0 ||
maximumPoolSize <= 0 ||
maximumPoolSize < corePoolSize ||
keepAliveTime < 0)
throw new IllegalArgumentException();
if (workQueue == null || threadFactory == null || handler == null)
throw new NullPointerException();
this.acc = System.getSecurityManager() == null ?
null :
AccessController.getContext();
this.corePoolSize = corePoolSize;
this.maximumPoolSize = maximumPoolSize;
this.workQueue = workQueue;
this.keepAliveTime = unit.toNanos(keepAliveTime);
this.threadFactory = threadFactory;
this.handler = handler;
}
+

最终会执行到这里做一些校验判断,包括几个参数校验和配置赋值

]]>
Java - Filter - Interceptor - AOP - Spring - Servlet - Interceptor - AOP Java - Filter - Interceptor - AOP - Spring - Tomcat - Servlet - Web
@@ -702,11 +742,13 @@ - Java 线程池系列-准备篇 - /2024/02/04/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E5%87%86%E5%A4%87%E7%AF%87/ - Java 线程池是 Java 并发体系里的重要组成部分,不过说起线程池一般都是几个参数,以及参数的含义和逻辑,为了更适合刚开始学习的同学或者说有一些会对这么个习惯性的概括讲法有点疑惑的,我们就从零开始,从最基础的开始看起,先来看下里面用来判断线程池状态和线程数量的部分

-
private final AtomicInteger ctl = new AtomicInteger(ctlOf(RUNNING, 0));
private static final int COUNT_BITS = Integer.SIZE - 3;
private static final int CAPACITY = (1 << COUNT_BITS) - 1;

// runState is stored in the high-order bits
private static final int RUNNING = -1 << COUNT_BITS;
private static final int SHUTDOWN = 0 << COUNT_BITS;
private static final int STOP = 1 << COUNT_BITS;
private static final int TIDYING = 2 << COUNT_BITS;
private static final int TERMINATED = 3 << COUNT_BITS;

// Packing and unpacking ctl
private static int runStateOf(int c) { return c & ~CAPACITY; }
private static int workerCountOf(int c) { return c & CAPACITY; }
private static int ctlOf(int rs, int wc) { return rs | wc; }
-

这里我们先看下 COUNT_BITS 它是 Integer.SIZE - 3Integer.SIZE 这个是 32,也就是代表了 Java 用了四个 Byte 来存一个 Integer, 那么 COUNT_BITS 就是 29,
这个 29 是用了干嘛的呢,逐步往下看,为什么先介绍 COUNT_BITS,因为第一行的 ctl 的值是通过 ctlOf(RUNNING, 0) 算出来的,而 RUNNING 又是通过等于 -1 左移 COUNT_BITS 位来得到,移动 29 位后,还剩下三位,而这三位只需要表示后面五种状态,其中只有 RUNNING 是负值,这样就巧妙的只利用了 ctl 的前三位来存储线程池的状态而后面的 29 位就是用来存储线程数量的,具体怎么取呢,我们在来看下 CAPACITY 它是 (1 << COUNT_BITS) - 1 把 1 左移 29 位后减 1,也就是 536870911,这里再补充下,左移一位就等于是乘以 2,左移 29 位就是乘以 2 的 29 次,减了 1 就是 29 位能存的最大值,代表线程池最大的线程容量,用二进制来表示就是 32 位长度的int,前三位是 0,后 29 位是 1,代表了线程池的容量,那么 runStateOfworkerCountOf 的理解就很简单了,
runStateOf 是 c 跟 CAPACITY 取反之后的值做”与”操作,CAPACITY 取反就变成了前三位是 1,后面的二十九位是 0,而对于”与”操作,后面的二十九位无论是什么都会被忽略,也就是取了前三位的值
workerCountOf 正好相反,直接跟 CAPACITY 做 “与” 操作,也就是取后二十九位的值
ctlOf 就是直接对 rswc 做了 “或” 操作
而前面也提到了只有 RUNNING 是负数,那么就可以直接做大小比较来判断线程池状态
这个可能对很多同学来说是非常简单的,但是对于一部分同学来说就是个拦路虎,希望能对这部分同学有所帮助。

+ Java 线程池系列-第二篇 + /2024/02/18/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E7%AC%AC%E4%BA%8C%E7%AF%87/ + 介绍了线程池的目的和实现概述,以及如何初始化的,我们就来开始看看线程池最重要的执行过程
老规矩,还是先把注释翻译下,这个对理解逻辑其实非常重要,后面可以循着注释的逻辑来看代码
第一步,如果是少于核心线程数的线程正在运行,那么尝试去开启一个新线程,并把提交的命令
command 最为 first task,这里调用了 addWorker,会自动检查运行状态和线程数,并通过
返回 false 来提示不应该增加线程,比如已经有其他任务先创建了线程导致已经超过了核心线程数
第二步,在前面不符合的情况下,也就是线程数已经大于等于核心线程数了或者在调用 addWorker
的时候校验发现线程数已经大于等于核心线程数或者线程池运行状态不是正在运行了就会进入下一个判断
首先还是判断线程池是否正在运行,然后将 command 放进队列,如果成功进队了,还需要再次进行校验
如果线程池状态不是正在运行了,则需要再出队,然后执行拒绝策略,如果状态正常,但是线程被回收完了
那需要创建线程
第三步,如果不能正常进队列,会尝试再启动一个新线程,这里表示核心线程数满了,并且队列也满了,
则需要再开启一个新线程,如果开启失败则执行拒绝策略
代码注释基本已经把代码讲得很详细了

+
public void execute(Runnable command) {
if (command == null)
throw new NullPointerException();
/*
* Proceed in 3 steps:
*
* 1. If fewer than corePoolSize threads are running, try to
* start a new thread with the given command as its first
* task. The call to addWorker atomically checks runState and
* workerCount, and so prevents false alarms that would add
* threads when it shouldn't, by returning false.
*
* 2. If a task can be successfully queued, then we still need
* to double-check whether we should have added a thread
* (because existing ones died since last checking) or that
* the pool shut down since entry into this method. So we
* recheck state and if necessary roll back the enqueuing if
* stopped, or start a new thread if there are none.
*
* 3. If we cannot queue task, then we try to add a new
* thread. If it fails, we know we are shut down or saturated
* and so reject the task.
*/
int c = ctl.get();
// 这就是第一步
if (workerCountOf(c) < corePoolSize) {
if (addWorker(command, true))
return;
// 注意这里是第一步可能失败了,获取一下最新的状态
c = ctl.get();
}
// 这里是第二步
if (isRunning(c) && workQueue.offer(command)) {
// 每次都获取最新的状态
int recheck = ctl.get();
if (! isRunning(recheck) && remove(command))
reject(command);
else if (workerCountOf(recheck) == 0)
// 这里是判断如果一个线程都没了的话,注意添加的是非核心线程
addWorker(null, false);
}
// 这里第三步是添加线程,并且是非核心线程
else if (!addWorker(command, false))
reject(command);
}
+

这里面比较重要的就是 addWorker 方法,我们也来看一下
这里用到了 break retry; 就是在循环中跳出到这个 retry 的位置继续执行
然后还是获取运行状态,如果是非运行状态,
并且rs == SHUTDOWNfirstTask == null! workQueue.isEmpty(),至少一个为false
因为只有当 SHUTDOWN 状态才会出现后面两者为 false 的情况,如果是 SHUTDOWN ,队列不为空还是需要执行完队列里的任务
然后是判断线程数量与传入参数 core 还有核心线程数跟最大线程数的对比,如果是超过了就返回 false 也就是外层的第一步的内部
if 就会继续执行后面的获取线程池状态,然后是 cas 增加线程数量,如果失败则 break 跳到方法开头,如果成功则继续重新获取 c
判断线程池运行状态,如果不一致则从外层继续进入
后面的就是新建一个 worker,然后获取锁,继续判断线程池状态,如果在运行中或者队列不为空(隐含条件)则继续执行添加 worker
并判断是否需要更新历史最大线程数,更改线程添加状态,然后启动线程,标记线程启动状态

+
private boolean addWorker(Runnable firstTask, boolean core) {
retry:
for (;;) {
int c = ctl.get();
int rs = runStateOf(c);

// Check if queue empty only if necessary.
if (rs >= SHUTDOWN && ! (rs == SHUTDOWN && firstTask == null && ! workQueue.isEmpty()))
return false;

for (;;) {
int wc = workerCountOf(c);
if (wc >= CAPACITY ||
wc >= (core ? corePoolSize : maximumPoolSize))
return false;
if (compareAndIncrementWorkerCount(c))
break retry;
c = ctl.get(); // Re-read ctl
if (runStateOf(c) != rs)
continue retry;
// else CAS failed due to workerCount change; retry inner loop
}
}

boolean workerStarted = false;
boolean workerAdded = false;
Worker w = null;
try {
w = new Worker(firstTask);
final Thread t = w.thread;
if (t != null) {
final ReentrantLock mainLock = this.mainLock;
mainLock.lock();
try {
// Recheck while holding lock.
// Back out on ThreadFactory failure or if
// shut down before lock acquired.
int rs = runStateOf(ctl.get());

if (rs < SHUTDOWN ||
(rs == SHUTDOWN && firstTask == null)) {
if (t.isAlive()) // precheck that t is startable
throw new IllegalThreadStateException();
workers.add(w);
int s = workers.size();
if (s > largestPoolSize)
largestPoolSize = s;
workerAdded = true;
}
} finally {
mainLock.unlock();
}
if (workerAdded) {
t.start();
workerStarted = true;
}
}
} finally {
if (! workerStarted)
addWorkerFailed(w);
}
return workerStarted;
}
+

后面会继续讲下线程如何执行队列里的任务

]]>
Java @@ -732,6 +774,23 @@ Java
+ + Clone Graph Part I + /2014/12/30/Clone-Graph-Part-I/ + problem
Clone a graph. Input is a Node pointer. Return the Node pointer of the cloned graph.

A graph is defined below:
struct Node {
vector neighbors;
}
+ + +

code

typedef unordered_map<Node *, Node *> Map;

Node *clone(Node *graph) {
if (!graph) return NULL;

Map map;
queue<Node *> q;
q.push(graph);

Node *graphCopy = new Node();
map[graph] = graphCopy;

while (!q.empty()) {
Node *node = q.front();
q.pop();
int n = node->neighbors.size();
for (int i = 0; i < n; i++) {
Node *neighbor = node->neighbors[i];
// no copy exists
if (map.find(neighbor) == map.end()) {
Node *p = new Node();
map[node]->neighbors.push_back(p);
map[neighbor] = p;
q.push(neighbor);
} else { // a copy already exists
map[node]->neighbors.push_back(map[neighbor]);
}
}
}

return graphCopy;
}
+

anlysis

using the Breadth-first traversal
and use a map to save the neighbors not to be duplicated.

+]]>
+ + leetcode + + + leetcode + C++ + +
Leetcode 021 合并两个有序链表 ( Merge Two Sorted Lists ) 题解分析 /2021/10/07/Leetcode-021-%E5%90%88%E5%B9%B6%E4%B8%A4%E4%B8%AA%E6%9C%89%E5%BA%8F%E9%93%BE%E8%A1%A8-Merge-Two-Sorted-Lists-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ @@ -757,34 +816,8 @@ leetcode - java leetcode - 题解 - - - - Leetcode 028 实现 strStr() ( Implement strStr() ) 题解分析 - /2021/10/31/Leetcode-028-%E5%AE%9E%E7%8E%B0-strStr-Implement-strStr-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

Implement strStr().

-

Return the index of the first occurrence of needle in haystack, or -1 if needle is not part of haystack.

-

Clarification:

What should we return when needle is an empty string? This is a great question to ask during an interview.

-

For the purpose of this problem, we will return 0 when needle is an empty string. This is consistent to C’s strstr() and Java’s indexOf().

-

示例

Example 1:

-
Input: haystack = "hello", needle = "ll"
Output: 2
-

Example 2:

-
Input: haystack = "aaaaa", needle = "bba"
Output: -1
-

Example 3:

-
Input: haystack = "", needle = ""
Output: 0
- -

题解

字符串比较其实是写代码里永恒的主题,底层的编译器等处理肯定需要字符串对比,像 kmp 算法也是很厉害

-

code

public int strStr(String haystack, String needle) {
// 如果两个字符串都为空,返回 -1
if (haystack == null || needle == null) {
return -1;
}
// 如果 haystack 长度小于 needle 长度,返回 -1
if (haystack.length() < needle.length()) {
return -1;
}
// 如果 needle 为空字符串,返回 0
if (needle.equals("")) {
return 0;
}
// 如果两者相等,返回 0
if (haystack.equals(needle)) {
return 0;
}
int needleLength = needle.length();
int haystackLength = haystack.length();
for (int i = needleLength - 1; i <= haystackLength - 1; i++) {
// 比较 needle 最后一个字符,倒着比较稍微节省点时间
if (needle.charAt(needleLength - 1) == haystack.charAt(i)) {
// 如果needle 是 1 的话直接可以返回 i 作为位置了
if (needle.length() == 1) {
return i;
}
boolean flag = true;
// 原来比的是 needle 的最后一个位置,然后这边从倒数第二个位置开始
int j = needle.length() - 2;
for (; j >= 0; j--) {
// 这里的 i- (needleLength - j) + 1 ) 比较绕,其实是外循环的 i 表示当前 i 位置的字符跟 needle 最后一个字符
// 相同,j 在上面的循环中--,对应的 haystack 也要在 i 这个位置 -- ,对应的位置就是 i - (needleLength - j) + 1
if (needle.charAt(j) != haystack.charAt(i - (needleLength - j) + 1)) {
flag = false;
break;
}
}
// 循环完了之后,如果 flag 为 true 说明 从 i 开始倒着对比都相同,但是这里需要起始位置,就需要
// i - needleLength + 1
if (flag) {
return i - needleLength + 1;
}
}
}
// 这里表示未找到
return -1;
}
]]>
- - Java - leetcode - - java - leetcode 题解
@@ -812,8 +845,8 @@ leetcode - java leetcode + java 题解 @@ -830,16 +863,16 @@

分析

其实对于树这类题,一般是以递归形式比较方便,只是要注意退出条件

]]> - Java leetcode + Java Binary Tree java Binary Tree DFS - java leetcode + java 题解 Binary Tree DFS @@ -847,61 +880,29 @@ - Java 线程池系列-实战篇 - /2024/03/17/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E5%AE%9E%E6%88%98%E7%AF%87/ - 线程池在实际使用过程中,有时候在理解比较偏理论的时候会出现一些判断错误,这里我们就来看一个实际的案例

-
private static final ThreadPoolExecutor threadPoolExecutor =
new ThreadPoolExecutor(1, 1,
0, TimeUnit.MINUTES,
new MyArrayBlockingQueue<>(2));
public static void main(String[] args) throws InterruptedException {
for (int i = 0; i < 100; i++) {
Thread.sleep(100);
for (int j = 0; j < 3; j++) {
threadPoolExecutor.execute(() -> {
int a = 0;
});
}
System.out.println("===============> 详情任务 - 任务处理完成");
}
System.out.println("都执行完成了");
}
-

MyArrayBlockingQueue 是我复制的 ArrayBlockingQueue 加了点日志,可以认为就是一样的,这种情况下
执行过程是怎么样的呢, 队列长度是 2,核心线程数和最大线程数都是 1,提交任务是采用了两层循环,内层是循环三次,往线程池里提交任务,然后内层循环完了以后会重新睡眠 100 毫秒
在进入下一次外层循环,如果能一眼看出来问题的说明对线程池了解得很深入了,如果没有的话我们就一起来看下
先说下结论,这个代码会出现拒绝异常

考虑下是什么原因呢,是不是我线程数太少了,放大一些,感觉符合直觉一点
修改成

-
private static final ThreadPoolExecutor threadPoolExecutor =
new ThreadPoolExecutor(100, 100,
0, TimeUnit.MINUTES,
new MyArrayBlockingQueue<>(2));
-

然而还是一样

只不过晚了点出现,那么问题出在哪呢
为什么我要去重写这个 MyArrayBlockingQueue,就是为了找到原因,其实很多讲解线程池的都是讲了线程池的参数,什么队列是链表的,数组的
但是没有讲到我是怎么往队列塞任务,怎么从队列取任务的呢

-
public boolean offer(E e) {
checkNotNull(e);
final ReentrantLock lock = this.lock;
lock.lock();
try {
if (count == items.length) {
return false;
}
else {
enqueue(e);
return true;
}
} finally {
lock.unlock();
}
}
-

这里是往队列里塞任务,注意这里需要获得锁,
而对于获取任务呢

-
public E take() throws InterruptedException {
final ReentrantLock lock = this.lock;
lock.lockInterruptibly();
try {
while (count == 0)
notEmpty.await();
return dequeue();
} finally {
lock.unlock();
}
}
-

注意这里也需要获得锁,当我一个线程池的线程数进入稳定状态,也就是保持一定数量的线程不变的情况下
上面是一种比较可能的情况,即核心线程数等于最大线程数,那么我在提交任务的时候是非常快的

-
if (command == null)
throw new NullPointerException();
/*
* Proceed in 3 steps:
*
* 1. If fewer than corePoolSize threads are running, try to
* start a new thread with the given command as its first
* task. The call to addWorker atomically checks runState and
* workerCount, and so prevents false alarms that would add
* threads when it shouldn't, by returning false.
*
* 2. If a task can be successfully queued, then we still need
* to double-check whether we should have added a thread
* (because existing ones died since last checking) or that
* the pool shut down since entry into this method. So we
* recheck state and if necessary roll back the enqueuing if
* stopped, or start a new thread if there are none.
*
* 3. If we cannot queue task, then we try to add a new
* thread. If it fails, we know we are shut down or saturated
* and so reject the task.
*/
int c = ctl.get();
if (workerCountOf(c) < corePoolSize) {
if (addWorker(command, true))
return;
c = ctl.get();
}
if (isRunning(c) && workQueue.offer(command)) {
int recheck = ctl.get();
if (! isRunning(recheck) && remove(command))
reject(command);
else if (workerCountOf(recheck) == 0)
addWorker(null, false);
}
else if (!addWorker(command, false))
reject(command);
}
-

再来看下这段代码,第一步只需要判断是否为空,第二步就是判断核心线程数量,明显我说的情况,前面两步就直接过去了
然后就是判断线程池运行状态和往队列里塞任务了,但是线程运行完一个任务主动从队列里获取则需要更多的逻辑
这样就造成了我往队列里塞任务会比获取任务快很多,队列一满,就会抛出拒绝异常
即使我把线程数量放大到 100 还是一样,只不过会出现的慢一点,那么口说无凭,我们来验证下,提交任务过快,那么我在提交
方法里做个延迟

-
public boolean offer(E e) {
checkNotNull(e);
final ReentrantLock lock = this.lock;
lock.lock();
try {
if (count == items.length) {
return false;
}
else {
enqueue(e);
return true;
}
} finally {
lock.unlock();
try {
Thread.sleep(1000);
} catch (InterruptedException ex) {
throw new RuntimeException(ex);
}
}
}
-

这样就没啥问题了

-

除了最后这个加延时,其他的直接用 ArrayBlockingQueue 就可以实验,实操一下会对这个逻辑有更深的理解

-]]>
- - Java - - - Java - -
- - Leetcode 105 从前序与中序遍历序列构造二叉树(Construct Binary Tree from Preorder and Inorder Traversal) 题解分析 - /2020/12/13/Leetcode-105-%E4%BB%8E%E5%89%8D%E5%BA%8F%E4%B8%8E%E4%B8%AD%E5%BA%8F%E9%81%8D%E5%8E%86%E5%BA%8F%E5%88%97%E6%9E%84%E9%80%A0%E4%BA%8C%E5%8F%89%E6%A0%91-Construct-Binary-Tree-from-Preorder-and-Inorder-Traversal-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

Given preorder and inorder traversal of a tree, construct the binary tree.
给定一棵树的前序和中序遍历,构造出一棵二叉树

-

注意

You may assume that duplicates do not exist in the tree.
你可以假设树中没有重复的元素。(PS: 不然就没法做了呀)

-

例子:

preorder = [3,9,20,15,7]
inorder = [9,3,15,20,7]
-

返回的二叉树

-
  3
/ \
9 20
/ \
15 7
- + Leetcode 028 实现 strStr() ( Implement strStr() ) 题解分析 + /2021/10/31/Leetcode-028-%E5%AE%9E%E7%8E%B0-strStr-Implement-strStr-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

Implement strStr().

+

Return the index of the first occurrence of needle in haystack, or -1 if needle is not part of haystack.

+

Clarification:

What should we return when needle is an empty string? This is a great question to ask during an interview.

+

For the purpose of this problem, we will return 0 when needle is an empty string. This is consistent to C’s strstr() and Java’s indexOf().

+

示例

Example 1:

+
Input: haystack = "hello", needle = "ll"
Output: 2
+

Example 2:

+
Input: haystack = "aaaaa", needle = "bba"
Output: -1
+

Example 3:

+
Input: haystack = "", needle = ""
Output: 0
-

简要分析

看到这个题可以想到一个比较常规的解法就是递归拆树,前序就是根左右,中序就是左根右,然后就是通过前序已经确定的根在中序中找到,然后去划分左右子树,这个例子里是 3,找到中序中的位置,那么就可以确定,9 是左子树,15,20,7是右子树,然后对应的可以根据左右子树的元素数量在前序中划分左右子树,再继续递归就行

-
class Solution {
public TreeNode buildTree(int[] preorder, int[] inorder) {
// 获取下数组长度
int n = preorder.length;
// 排除一下异常和边界
if (n != inorder.length) {
return null;
}
if (n == 0) {
return null;
}
if (n == 1) {
return new TreeNode(preorder[0]);
}
// 获得根节点
TreeNode node = new TreeNode(preorder[0]);
int pos = 0;
// 找到中序中的位置
for (int i = 0; i < inorder.length; i++) {
if (node.val == inorder[i]) {
pos = i;
break;
}
}
// 划分左右再进行递归,注意下`Arrays.copyOfRange`的用法
node.left = buildTree(Arrays.copyOfRange(preorder, 1, pos + 1), Arrays.copyOfRange(inorder, 0, pos));
node.right = buildTree(Arrays.copyOfRange(preorder, pos + 1, n), Arrays.copyOfRange(inorder, pos + 1, n));
return node;
}
}
]]>
+

题解

字符串比较其实是写代码里永恒的主题,底层的编译器等处理肯定需要字符串对比,像 kmp 算法也是很厉害

+

code

public int strStr(String haystack, String needle) {
// 如果两个字符串都为空,返回 -1
if (haystack == null || needle == null) {
return -1;
}
// 如果 haystack 长度小于 needle 长度,返回 -1
if (haystack.length() < needle.length()) {
return -1;
}
// 如果 needle 为空字符串,返回 0
if (needle.equals("")) {
return 0;
}
// 如果两者相等,返回 0
if (haystack.equals(needle)) {
return 0;
}
int needleLength = needle.length();
int haystackLength = haystack.length();
for (int i = needleLength - 1; i <= haystackLength - 1; i++) {
// 比较 needle 最后一个字符,倒着比较稍微节省点时间
if (needle.charAt(needleLength - 1) == haystack.charAt(i)) {
// 如果needle 是 1 的话直接可以返回 i 作为位置了
if (needle.length() == 1) {
return i;
}
boolean flag = true;
// 原来比的是 needle 的最后一个位置,然后这边从倒数第二个位置开始
int j = needle.length() - 2;
for (; j >= 0; j--) {
// 这里的 i- (needleLength - j) + 1 ) 比较绕,其实是外循环的 i 表示当前 i 位置的字符跟 needle 最后一个字符
// 相同,j 在上面的循环中--,对应的 haystack 也要在 i 这个位置 -- ,对应的位置就是 i - (needleLength - j) + 1
if (needle.charAt(j) != haystack.charAt(i - (needleLength - j) + 1)) {
flag = false;
break;
}
}
// 循环完了之后,如果 flag 为 true 说明 从 i 开始倒着对比都相同,但是这里需要起始位置,就需要
// i - needleLength + 1
if (flag) {
return i - needleLength + 1;
}
}
}
// 这里表示未找到
return -1;
}
]]>
Java leetcode - Binary Tree - java - Binary Tree - DFS - java leetcode + java 题解 - Binary Tree - 二叉树 - 递归 - Preorder Traversal - Inorder Traversal - 前序 - 中序
@@ -928,8 +929,8 @@ leetcode - java leetcode + java 题解 Print FooBar Alternately @@ -949,60 +950,19 @@

总结下

一开始看到 easy 就觉得是很简单,就没有 maxSofar ,但是一提交就出现问题了
对于[2, 4, 1]这种就会变成 0,所以还是需要一个历史值来存放历史最大值,这题有点动态规划的意思

]]> - Java leetcode + Java DP java DP - java leetcode + java 题解 DP
- - Leetcode 1260 二维网格迁移 ( Shift 2D Grid *Easy* ) 题解分析 - /2022/07/22/Leetcode-1260-%E4%BA%8C%E7%BB%B4%E7%BD%91%E6%A0%BC%E8%BF%81%E7%A7%BB-Shift-2D-Grid-Easy-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

Given a 2D grid of size m x n and an integer k. You need to shift the grid k times.

-

In one shift operation:

-

Element at grid[i][j] moves to grid[i][j + 1].
Element at grid[i][n - 1] moves to grid[i + 1][0].
Element at grid[m - 1][n - 1] moves to grid[0][0].
Return the 2D grid after applying shift operation k times.

-

示例

Example 1:

-
-

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 1
Output: [[9,1,2],[3,4,5],[6,7,8]]

-
-

Example 2:

-
-

Input: grid = [[3,8,1,9],[19,7,2,5],[4,6,11,10],[12,0,21,13]], k = 4
Output: [[12,0,21,13],[3,8,1,9],[19,7,2,5],[4,6,11,10]]

-
-

Example 3:

-

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 9
Output: [[1,2,3],[4,5,6],[7,8,9]]

-
-

提示

    -
  • m == grid.length
  • -
  • n == grid[i].length
  • -
  • 1 <= m <= 50
  • -
  • 1 <= n <= 50
  • -
  • -1000 <= grid[i][j] <= 1000
  • -
  • 0 <= k <= 100
  • -
-

解析

这个题主要是矩阵或者说数组的操作,并且题目要返回的是个 List,所以也不用原地操作,只需要找对位置就可以了,k 是多少就相当于让这个二维数组头尾衔接移动 k 个元素

-

代码

public List<List<Integer>> shiftGrid(int[][] grid, int k) {
// 行数
int m = grid.length;
// 列数
int n = grid[0].length;
// 偏移值,取下模
k = k % (m * n);
// 反向取下数量,因为我打算直接从头填充新的矩阵
/*
* 比如
* 1 2 3
* 4 5 6
* 7 8 9
* 需要变成
* 9 1 2
* 3 4 5
* 6 7 8
* 就要从 9 开始填充
*/
int reverseK = m * n - k;
List<List<Integer>> matrix = new ArrayList<>();
// 这类就是两层循环
for (int i = 0; i < m; i++) {
List<Integer> line = new ArrayList<>();
for (int j = 0; j < n; j++) {
// 数量会随着循环迭代增长, 确认是第几个
int currentNum = reverseK + i * n + (j + 1);
// 这里处理下到达矩阵末尾后减掉 m * n
if (currentNum > m * n) {
currentNum -= m * n;
}
// 根据矩阵列数 n 算出在原来矩阵的位置
int last = (currentNum - 1) % n;
int passLine = (currentNum - 1) / n;

line.add(grid[passLine][last]);
}
matrix.add(line);
}
return matrix;
}
- -

结果数据


比较慢

-]]>
- - Java - leetcode - - - java - leetcode - 题解 - Shift 2D Grid - -
Leetcode 124 二叉树中的最大路径和(Binary Tree Maximum Path Sum) 题解分析 /2021/01/24/Leetcode-124-%E4%BA%8C%E5%8F%89%E6%A0%91%E4%B8%AD%E7%9A%84%E6%9C%80%E5%A4%A7%E8%B7%AF%E5%BE%84%E5%92%8C-Binary-Tree-Maximum-Path-Sum-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ @@ -1019,20 +979,61 @@

结果图

难得有个 100%,贴个图哈哈

]]> - Java leetcode + Java Binary Tree java Binary Tree - java leetcode + java 题解 Binary Tree 二叉树
+ + Leetcode 1260 二维网格迁移 ( Shift 2D Grid *Easy* ) 题解分析 + /2022/07/22/Leetcode-1260-%E4%BA%8C%E7%BB%B4%E7%BD%91%E6%A0%BC%E8%BF%81%E7%A7%BB-Shift-2D-Grid-Easy-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

Given a 2D grid of size m x n and an integer k. You need to shift the grid k times.

+

In one shift operation:

+

Element at grid[i][j] moves to grid[i][j + 1].
Element at grid[i][n - 1] moves to grid[i + 1][0].
Element at grid[m - 1][n - 1] moves to grid[0][0].
Return the 2D grid after applying shift operation k times.

+

示例

Example 1:

+
+

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 1
Output: [[9,1,2],[3,4,5],[6,7,8]]

+
+

Example 2:

+
+

Input: grid = [[3,8,1,9],[19,7,2,5],[4,6,11,10],[12,0,21,13]], k = 4
Output: [[12,0,21,13],[3,8,1,9],[19,7,2,5],[4,6,11,10]]

+
+

Example 3:

+

Input: grid = [[1,2,3],[4,5,6],[7,8,9]], k = 9
Output: [[1,2,3],[4,5,6],[7,8,9]]

+
+

提示

    +
  • m == grid.length
  • +
  • n == grid[i].length
  • +
  • 1 <= m <= 50
  • +
  • 1 <= n <= 50
  • +
  • -1000 <= grid[i][j] <= 1000
  • +
  • 0 <= k <= 100
  • +
+

解析

这个题主要是矩阵或者说数组的操作,并且题目要返回的是个 List,所以也不用原地操作,只需要找对位置就可以了,k 是多少就相当于让这个二维数组头尾衔接移动 k 个元素

+

代码

public List<List<Integer>> shiftGrid(int[][] grid, int k) {
// 行数
int m = grid.length;
// 列数
int n = grid[0].length;
// 偏移值,取下模
k = k % (m * n);
// 反向取下数量,因为我打算直接从头填充新的矩阵
/*
* 比如
* 1 2 3
* 4 5 6
* 7 8 9
* 需要变成
* 9 1 2
* 3 4 5
* 6 7 8
* 就要从 9 开始填充
*/
int reverseK = m * n - k;
List<List<Integer>> matrix = new ArrayList<>();
// 这类就是两层循环
for (int i = 0; i < m; i++) {
List<Integer> line = new ArrayList<>();
for (int j = 0; j < n; j++) {
// 数量会随着循环迭代增长, 确认是第几个
int currentNum = reverseK + i * n + (j + 1);
// 这里处理下到达矩阵末尾后减掉 m * n
if (currentNum > m * n) {
currentNum -= m * n;
}
// 根据矩阵列数 n 算出在原来矩阵的位置
int last = (currentNum - 1) % n;
int passLine = (currentNum - 1) / n;

line.add(grid[passLine][last]);
}
matrix.add(line);
}
return matrix;
}
+ +

结果数据


比较慢

+]]>
+ + Java + leetcode + + + leetcode + java + 题解 + Shift 2D Grid + +
Leetcode 155 最小栈(Min Stack) 题解分析 /2020/12/06/Leetcode-155-%E6%9C%80%E5%B0%8F%E6%A0%88-Min-Stack-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ @@ -1051,15 +1052,15 @@ ]]> - Java leetcode + Java stack java stack - java leetcode + java 题解 stack min stack @@ -1067,6 +1068,40 @@ leetcode 155 + + Leetcode 16 最接近的三数之和 ( 3Sum Closest *Medium* ) 题解分析 + /2022/08/06/Leetcode-16-%E6%9C%80%E6%8E%A5%E8%BF%91%E7%9A%84%E4%B8%89%E6%95%B0%E4%B9%8B%E5%92%8C-3Sum-Closest-Medium-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

Given an integer array nums of length n and an integer target, find three integers in nums such that the sum is closest to target.

+

Return the sum of the three integers.

+

You may assume that each input would have exactly one solution.

+

简单解释下就是之前是要三数之和等于目标值,现在是找到最接近的三数之和。

+

示例

Example 1:

+

Input: nums = [-1,2,1,-4], target = 1
Output: 2
Explanation: The sum that is closest to the target is 2. (-1 + 2 + 1 = 2).

+
+

Example 2:

+

Input: nums = [0,0,0], target = 1
Output: 0

+
+

Constraints:

    +
  • 3 <= nums.length <= 1000
  • +
  • -1000 <= nums[i] <= 1000
  • +
  • -10^4 <= target <= 10^4
  • +
+

简单解析

这个题思路上来讲不难,也是用原来三数之和的方式去做,利用”双指针法”或者其它描述法,但是需要简化逻辑

+

code

public int threeSumClosest(int[] nums, int target) {
Arrays.sort(nums);
// 当前最近的和
int closestSum = nums[0] + nums[1] + nums[nums.length - 1];
for (int i = 0; i < nums.length - 2; i++) {
if (i == 0 || nums[i] != nums[i - 1]) {
// 左指针
int left = i + 1;
// 右指针
int right = nums.length - 1;
// 判断是否遍历完了
while (left < right) {
// 当前的和
int sum = nums[i] + nums[left] + nums[right];
// 小优化,相等就略过了
while (left < right && nums[left] == nums[left + 1]) {
left++;
}
while (left < right && nums[right] == nums[right - 1]) {
right--;
}
// 这里判断,其实也还是希望趋近目标值
if (sum < target) {
left++;
} else {
right--;
}
// 判断是否需要替换
if (Math.abs(sum - target) < Math.abs(closestSum - target)) {
closestSum = sum;
}
}
}
}
return closestSum;
}
+ +

结果

+]]>
+ + Java + leetcode + + + leetcode + java + 题解 + 3Sum Closest + +
Leetcode 160 相交链表(intersection-of-two-linked-lists) 题解分析 /2021/01/10/Leetcode-160-%E7%9B%B8%E4%BA%A4%E9%93%BE%E8%A1%A8-intersection-of-two-linked-lists-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ @@ -1079,15 +1114,15 @@

总结

可能缺少这种思维,做的还是比较少,所以没法一下子反应过来,需要锻炼,我的第一反应是两重遍历,不过那样复杂度就高了,这里应该是只有 O(N) 的复杂度。

]]> - Java leetcode + Java Linked List java Linked List - java leetcode + java 题解 Linked List @@ -1120,43 +1155,42 @@ leetcode - java leetcode + java 题解
- Leetcode 16 最接近的三数之和 ( 3Sum Closest *Medium* ) 题解分析 - /2022/08/06/Leetcode-16-%E6%9C%80%E6%8E%A5%E8%BF%91%E7%9A%84%E4%B8%89%E6%95%B0%E4%B9%8B%E5%92%8C-3Sum-Closest-Medium-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

Given an integer array nums of length n and an integer target, find three integers in nums such that the sum is closest to target.

-

Return the sum of the three integers.

-

You may assume that each input would have exactly one solution.

-

简单解释下就是之前是要三数之和等于目标值,现在是找到最接近的三数之和。

-

示例

Example 1:

-

Input: nums = [-1,2,1,-4], target = 1
Output: 2
Explanation: The sum that is closest to the target is 2. (-1 + 2 + 1 = 2).

-
-

Example 2:

-

Input: nums = [0,0,0], target = 1
Output: 0

-
-

Constraints:

    -
  • 3 <= nums.length <= 1000
  • -
  • -1000 <= nums[i] <= 1000
  • -
  • -10^4 <= target <= 10^4
  • -
-

简单解析

这个题思路上来讲不难,也是用原来三数之和的方式去做,利用”双指针法”或者其它描述法,但是需要简化逻辑

-

code

public int threeSumClosest(int[] nums, int target) {
Arrays.sort(nums);
// 当前最近的和
int closestSum = nums[0] + nums[1] + nums[nums.length - 1];
for (int i = 0; i < nums.length - 2; i++) {
if (i == 0 || nums[i] != nums[i - 1]) {
// 左指针
int left = i + 1;
// 右指针
int right = nums.length - 1;
// 判断是否遍历完了
while (left < right) {
// 当前的和
int sum = nums[i] + nums[left] + nums[right];
// 小优化,相等就略过了
while (left < right && nums[left] == nums[left + 1]) {
left++;
}
while (left < right && nums[right] == nums[right - 1]) {
right--;
}
// 这里判断,其实也还是希望趋近目标值
if (sum < target) {
left++;
} else {
right--;
}
// 判断是否需要替换
if (Math.abs(sum - target) < Math.abs(closestSum - target)) {
closestSum = sum;
}
}
}
}
return closestSum;
}
+ Leetcode 105 从前序与中序遍历序列构造二叉树(Construct Binary Tree from Preorder and Inorder Traversal) 题解分析 + /2020/12/13/Leetcode-105-%E4%BB%8E%E5%89%8D%E5%BA%8F%E4%B8%8E%E4%B8%AD%E5%BA%8F%E9%81%8D%E5%8E%86%E5%BA%8F%E5%88%97%E6%9E%84%E9%80%A0%E4%BA%8C%E5%8F%89%E6%A0%91-Construct-Binary-Tree-from-Preorder-and-Inorder-Traversal-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

Given preorder and inorder traversal of a tree, construct the binary tree.
给定一棵树的前序和中序遍历,构造出一棵二叉树

+

注意

You may assume that duplicates do not exist in the tree.
你可以假设树中没有重复的元素。(PS: 不然就没法做了呀)

+

例子:

preorder = [3,9,20,15,7]
inorder = [9,3,15,20,7]
+

返回的二叉树

+
  3
/ \
9 20
/ \
15 7
-

结果

-]]>
+ +

简要分析

看到这个题可以想到一个比较常规的解法就是递归拆树,前序就是根左右,中序就是左根右,然后就是通过前序已经确定的根在中序中找到,然后去划分左右子树,这个例子里是 3,找到中序中的位置,那么就可以确定,9 是左子树,15,20,7是右子树,然后对应的可以根据左右子树的元素数量在前序中划分左右子树,再继续递归就行

+
class Solution {
public TreeNode buildTree(int[] preorder, int[] inorder) {
// 获取下数组长度
int n = preorder.length;
// 排除一下异常和边界
if (n != inorder.length) {
return null;
}
if (n == 0) {
return null;
}
if (n == 1) {
return new TreeNode(preorder[0]);
}
// 获得根节点
TreeNode node = new TreeNode(preorder[0]);
int pos = 0;
// 找到中序中的位置
for (int i = 0; i < inorder.length; i++) {
if (node.val == inorder[i]) {
pos = i;
break;
}
}
// 划分左右再进行递归,注意下`Arrays.copyOfRange`的用法
node.left = buildTree(Arrays.copyOfRange(preorder, 1, pos + 1), Arrays.copyOfRange(inorder, 0, pos));
node.right = buildTree(Arrays.copyOfRange(preorder, pos + 1, n), Arrays.copyOfRange(inorder, pos + 1, n));
return node;
}
}
]]>
- Java leetcode + Java + Binary Tree + java + Binary Tree + DFS - java leetcode + java 题解 - 3Sum Closest + Binary Tree + 二叉树 + 递归 + Preorder Traversal + Inorder Traversal + 前序 + 中序
@@ -1175,15 +1209,15 @@

这里唯二需要注意的就是两个点,一个是循环条件需要包含进位值还存在的情况,还有一个是最后一个节点,如果是空的了,就不要在 new 一个出来了,写的比较挫

]]> - Java leetcode + Java linked list java linked list - java leetcode + java 题解 linked list @@ -1219,8 +1253,8 @@ leetcode - java leetcode + java
@@ -1233,56 +1267,41 @@

简要分析

首先这是个单向链表,如果是双向的就可以一个从头到尾,一个从尾到头,显然那样就没啥意思了,然后想过要不找到中点,然后用一个栈,把前一半塞进栈里,但是这种其实也比较麻烦,比如长度是奇偶数,然后如何找到中点,这倒是可以借助于双指针,还是比较麻烦,再想一想,回文链表,就跟最开始的一样,链表只有单向的,我用个栈不就可以逆向了么,先把链表整个塞进栈里,然后在一个个 pop 出来跟链表从头开始比较,全对上了就是回文了

/**
* Definition for singly-linked list.
* public class ListNode {
* int val;
* ListNode next;
* ListNode() {}
* ListNode(int val) { this.val = val; }
* ListNode(int val, ListNode next) { this.val = val; this.next = next; }
* }
*/
class Solution {
public boolean isPalindrome(ListNode head) {
if (head == null) {
return true;
}
ListNode tail = head;
LinkedList<Integer> stack = new LinkedList<>();
// 这里就是一个循环,将所有元素依次压入栈
while (tail != null) {
stack.push(tail.val);
tail = tail.next;
}
// 在逐个 pop 出来,其实这个出来的顺序就等于链表从尾到头遍历,同时跟链表从头到尾遍历进行逐对对比
while (!stack.isEmpty()) {
if (stack.peekFirst() == head.val) {
stack.pollFirst();
head = head.next;
} else {
return false;
}
}
return true;
}
}
]]> - Java leetcode + Java Linked List java Linked List - java leetcode + java 题解 Linked List
- Leetcode 236 二叉树的最近公共祖先(Lowest Common Ancestor of a Binary Tree) 题解分析 - /2021/05/23/Leetcode-236-%E4%BA%8C%E5%8F%89%E6%A0%91%E7%9A%84%E6%9C%80%E8%BF%91%E5%85%AC%E5%85%B1%E7%A5%96%E5%85%88-Lowest-Common-Ancestor-of-a-Binary-Tree-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

Given a binary tree, find the lowest common ancestor (LCA) of two given nodes in the tree.

-

According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself).”

-

给定一个二叉树, 找到该树中两个指定节点的最近公共祖先。

-

百度百科中最近公共祖先的定义为:“对于有根树 T 的两个节点 pq,最近公共祖先表示为一个节点 x,满足 xpq 的祖先且 x 的深度尽可能大(一个节点也可以是它自己的祖先)。”

-

代码

public TreeNode lowestCommonAncestor(TreeNode root, TreeNode p, TreeNode q) {
// 如果当前节点就是 p 或者是 q 的时候,就直接返回了
// 当没找到,即 root == null 的时候也会返回 null,这是个重要的点
if (root == null || root == p || root == q) return root;
// 在左子树中找 p 和 q
TreeNode left = lowestCommonAncestor(root.left, p, q);
// 在右子树中找 p 和 q
TreeNode right = lowestCommonAncestor(root.right, p, q);
// 当左边是 null 就直接返回右子树,但是这里不表示右边不是 null,所以这个顺序是不影响的
// 考虑一种情况,如果一个节点的左右子树都是 null,那么其实对于这个节点来说首先两个子树分别调用
// lowestCommonAncestor会在开头就返回 null,那么就是上面 left 跟 right 都是 null,然后走下面的判断的时候
// 其实第一个 if 就返回了 null,如此递归返回就能达到当子树中没有找到 p 或者 q 的时候只返回 null
if (left == null) {
return right;
} else if (right == null) {
return left;
} else {
return root;
}
// if (right == null) {
// return left;
// } else if (left == null) {
// return right;
// } else {
// return root;
// }
// return left == null ? right : right == null ? left : root;
}
-]]>
+ Leetcode 25 Reverse Nodes in k-Group 题解分析 + /2020/08/16/Leetcode-25-Reverse-Nodes-in-k-Group-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90-1/ + Given a linked list, reverse the nodes of a linked list k at a time and return its modified list.

+

k is a positive integer and is less than or equal to the length of the linked list. If the number of nodes is not a multiple of k then left-out nodes in the end should remain as it is.

+

Example:

Given this linked list: 1->2->3->4->5

+

For k = 2, you should return: 2->1->4->3->5

+

For k = 3, you should return: 3->2->1->4->5

+

Note:

    +
  • Only constant extra memory is allowed.
  • +
  • You may not alter the values in the list’s nodes, only nodes itself may be changed.
  • +
+

这个题也算是经典中的经典了,各种算法题中的保留曲目,可能不全一样,不过反正都是逆转,这个算是比较难度大的,普通的应该就是整个链表反转,或者只对一个链表中的 m 到 n 位做翻转,这里是 k 个一组做翻转,其实这道题比较难的点是两个,一个是想清楚怎么处理,一个是代码的处理
简单来看下

+
public ListNode reverseKGroup(ListNode head, int k) {
if (k <= 1) {
return head;
}
if (head == null) {
return null;
}
ListNode tempEnd = head;
ListNode tempHead = head;
ListNode lastHead = null;
boolean isHeadSet = false;
while (true) {
// k 个一组获取头尾
for (int i = 0; i < k - 1; i++) {
System.out.println(tempEnd.val);
if (tempEnd.next != null) {
tempEnd = tempEnd.next;
} else {
tempEnd = null;
break;
}
}
if (tempEnd != null) {
if (!isHeadSet) {
// 只有在第一组返回的时候需要赋值给 head
head = reverse(null, tempHead, tempEnd);
isHeadSet = !isHeadSet;
} else {
// 后面的需要将前一组的尾巴传进去,作为后一组头
reverse(lastHead, tempHead, tempEnd);
}
if (tempHead.next != null) {
// 如果后续节点还有
lastHead = tempHead;
tempEnd = tempHead.next;
tempHead = tempHead.next;
} else {
break;
}
} else {
break;
}
}

return head;
}
public ListNode reverse(ListNode lastHead, ListNode tempHead, ListNode tempEnd) {
// k 个一组的头尾传进来
ListNode tail = null;
while (tail != tempEnd) {
// tail 表示是将头往后换时,把后面那个先拿着
tail = tempHead.next;
// 然后就是交换
tempHead.next = tempEnd.next;
tempEnd.next = tempHead;
tempHead = tail;
}
if (lastHead !=null) {
// 如果不是第一组,则需要接上前一组的尾巴
lastHead.next = tail;
}
return tail;
}
]]>
Java leetcode - Lowest Common Ancestor of a Binary Tree - java leetcode + java 题解 - Lowest Common Ancestor of a Binary Tree - -
- - Java 线程池系列-第一篇 - /2024/02/11/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E7%AC%AC%E4%B8%80%E7%AF%87/ - 这一篇我们继续聊线程池,一般线程池会介绍我们的参数,我先不一样一些
我们先来翻译一下

-
 An {@link ExecutorService} that executes each submitted task using
one of possibly several pooled threads, normally configured
using {@link Executors} factory methods.
// executorService 使用一个线程池中的线程来执行每个提交的任务,经常使用 Executors 工厂方法

<p>Thread pools address two different problems: they usually
provide improved performance when executing large numbers of
asynchronous tasks, due to reduced per-task invocation overhead,
and they provide a means of bounding and managing the resources,
including threads, consumed when executing a collection of tasks.
Each {@code ThreadPoolExecutor} also maintains some basic
statistics, such as the number of completed tasks.
// 线程池解决两个不同的问题,通常是为了在提交大量异步任务时,通过减少每个任务的调度开销来提高性能
// 并且提供了一种管理和约束资源,包括线程消耗的方法,每个 ThreadPoolExecutor还会管理一些基础的统计信息
// 比如完成的任务数量


<p>To be useful across a wide range of contexts, this class
provides many adjustable parameters and extensibility
hooks. However, programmers are urged to use the more convenient
{@link Executors} factory methods {@link
Executors#newCachedThreadPool} (unbounded thread pool, with
automatic thread reclamation), {@link Executors#newFixedThreadPool}
(fixed size thread pool) and {@link
Executors#newSingleThreadExecutor} (single background thread), that
preconfigure settings for the most common usage
scenarios. Otherwise, use the following guide when manually
configuring and tuning this class:
// 为了在各种情况下都能派上用场,该类提供了许多可调整的参数和扩展钩子。不过,我们建议程序员使用更方便的 Executors 工厂方法 Executors.
// newCachedThreadPool(无限制线程池,可自动回收线程)、Executors.newFixedThreadPool(固定大小线程池)和 Executors.
// newSingleThreadExecutor(单后台线程),这些方法可为最常见的使用场景预先配置设置。否则,在手动配置和调整该类时,请使用以下指南:

Core and maximum pool sizes
// 核心和最大线程池大小
A ThreadPoolExecutor will automatically adjust the pool size (see getPoolSize) according to the bounds set by corePoolSize (see getCorePoolSize) and maximumPoolSize (see getMaximumPoolSize). When a new task is submitted in method execute(Runnable), and fewer than corePoolSize threads are running, a new thread is created to handle the request, even if other worker threads are idle. If there are more than corePoolSize but less than maximumPoolSize threads running, a new thread will be created only if the queue is full. By setting corePoolSize and maximumPoolSize the same, you create a fixed-size thread pool. By setting maximumPoolSize to an essentially unbounded value such as Integer.MAX_VALUE, you allow the pool to accommodate an arbitrary number of concurrent tasks. Most typically, core and maximum pool sizes are set only upon construction, but they may also be changed dynamically using setCorePoolSize and setMaximumPoolSize.
// ThreadPoolExecutor 会根据 corePoolSize(参见 getCorePoolSize)和 maximumPoolSize(参见 getMaximumPoolSize)设置的界限自动调整池大小(参见 getPoolSize)。在方法 execute(Runnable) 中提交新任务时,如果运行的线程少于 corePoolSize,即使其他工作线程处于空闲状态,也会创建一个新线程来处理请求。如果运行的线程多于 corePoolSize 但少于 maximumPoolSize,则只有在队列已满时才会创建新线程。如果将 corePoolSize 和 maximumPoolSize 设置为相同,就可以创建一个固定大小的线程池。如果将 maximumPoolSize 设置为 Integer.MAX_VALUE 等基本无限制的值,就可以让池容纳任意数量的并发任务。通常,核心和最大线程池大小只在构建时设置,但也可以使用 setCorePoolSize 和 setMaximumPoolSize 动态更改。

On-demand construction
// 按需构建
By default, even core threads are initially created and started only when new tasks arrive, but this can be overridden dynamically using method prestartCoreThread or prestartAllCoreThreads. You probably want to prestart threads if you construct the pool with a non-empty queue.
// 默认情况下,即使是核心线程也是只有当新任务到来时才会初始创建和启动,但这可以使用方法 prestartCoreThread 或 prestartAllCoreThreads 进行动态重载。如果使用非空队列构建线程池,则可能需要预启动线程。
Creating new threads
// 创建新线程
/** New threads are created using a ThreadFactory. If not otherwise specified, a Executors.defaultThreadFactory is used, that creates threads to all be in the same ThreadGroup and with the same NORM_PRIORITY priority and non-daemon status. By supplying a different ThreadFactory, you can alter the thread's name, thread group, priority, daemon status, etc. If a ThreadFactory fails to create a thread when asked by returning null from newThread, the executor will continue, but might not be able to execute any tasks. Threads should possess the "modifyThread" RuntimePermission. If worker threads or other threads using the pool do not possess this permission, service may be degraded: configuration changes may not take effect in a timely manner, and a shutdown pool may remain in a state in which termination is possible but not completed. */
// 新线程是使用线程工厂(ThreadFactory)创建的。如果未另行指定,将使用 Executors.defaultThreadFactory 创建线程,创建的线程将全部位于同一线程组,并具有相同的 NORM_PRIORITY 优先级和非守护进程状态。通过提供不同的 ThreadFactory,可以更改线程的名称、线程组、优先级、守护进程状态等。如果线程工厂无法按要求创建线程,从 newThread 返回空值,执行器将继续运行,但可能无法执行任何任务。线程应拥有 "modifyThread "运行时权限。如果工作线程或使用池的其他线程不具备此权限,服务可能会降级:配置更改可能无法及时生效,关闭的池可能会一直处于可以终止但无法完成的状态。
Keep-alive times
// 保活时间
If the pool currently has more than corePoolSize threads, excess threads will be terminated if they have been idle for more than the keepAliveTime (see getKeepAliveTime(TimeUnit)). This provides a means of reducing resource consumption when the pool is not being actively used. If the pool becomes more active later, new threads will be constructed. This parameter can also be changed dynamically using method setKeepAliveTime(long, TimeUnit). Using a value of Long.MAX_VALUE TimeUnit.NANOSECONDS effectively disables idle threads from ever terminating prior to shut down. By default, the keep-alive policy applies only when there are more than corePoolSize threads. But method allowCoreThreadTimeOut(boolean) can be used to apply this time-out policy to core threads as well, so long as the keepAliveTime value is non-zero.
// 如果当前池中的线程数超过 corePoolSize,多余的线程在闲置时间超过 keepAliveTime(请参阅 getKeepAliveTime(TimeUnit))时将被终止。这提供了一种在线程池未被频繁使用时减少资源消耗的方法。如果以后池变得更加活跃,就会构建新线程。也可以使用方法 setKeepAliveTime(long, TimeUnit) 动态更改该参数。使用 Long.MAX_VALUE TimeUnit.NANOSECONDS 值可有效禁止闲置线程在关闭前终止。默认情况下,只有当线程数超过 corePoolSize 时,才会采用保持连接策略。但只要 keepAliveTime 值不为零,就可以使用方法 allowCoreThreadTimeOut(boolean) 将超时策略也应用到核心线程。
Queuing
// 队列
Any BlockingQueue may be used to transfer and hold submitted tasks. The use of this queue interacts with pool sizing:
// 任何阻塞队列(BlockingQueue)都可用于传输和保留已提交的任务。该队列的使用与线程池大小有关:
If fewer than corePoolSize threads are running, the Executor always prefers adding a new thread rather than queuing.
// 如果运行的线程少于 corePoolSize,执行器总是倾向于添加新线程而不是队列。
If corePoolSize or more threads are running, the Executor always prefers queuing a request rather than adding a new thread.
// 如果运行的线程数大于或等于 corePoolSize,执行器总是倾向于将请求排队,而不是添加新线程。
If a request cannot be queued, a new thread is created unless this would exceed maximumPoolSize, in which case, the task will be rejected.
// 如果请求无法进队列,执行器会创建一个新线程,除非这样做会超过最大线程池大小(maximumPoolSize),在这种情况下,任务会被拒绝。
There are three general strategies for queuing:
// 入队一般有三种策略:
Direct handoffs. A good default choice for a work queue is a SynchronousQueue that hands off tasks to threads without otherwise holding them. Here, an attempt to queue a task will fail if no threads are immediately available to run it, so a new thread will be constructed. This policy avoids lockups when handling sets of requests that might have internal dependencies. Direct handoffs generally require unbounded maximumPoolSizes to avoid rejection of new submitted tasks. This in turn admits the possibility of unbounded thread growth when commands continue to arrive on average faster than they can be processed.
// 直接交接。工作队列的一个很好的默认选择是同步队列(SynchronousQueue),它可以将任务移交给线程,而不会以其他方式保留任务。在这里,如果没有线程可立即运行任务,则队列任务的尝试将失败,因此会构建一个新的线程。在处理可能存在内部依赖关系的请求集时,这种策略可以避免死锁。直接交接通常需要无限制的最大线程池大小,以避免新提交的任务被拒绝。反过来,当命令的平均到达速度超过其处理速度时,就有可能导致线程无限制增长。
/** Unbounded queues. Using an unbounded queue (for example a LinkedBlockingQueue without a predefined capacity) will cause new tasks to wait in the queue when all corePoolSize threads are busy. Thus, no more than corePoolSize threads will ever be created. (And the value of the maximumPoolSize therefore doesn't have any effect.) This may be appropriate when each task is completely independent of others, so tasks cannot affect each others execution; for example, in a web page server. While this style of queuing can be useful in smoothing out transient bursts of requests, it admits the possibility of unbounded work queue growth when commands continue to arrive on average faster than they can be processed. */
// 无界队列。使用无界队列(例如没有预定义容量的 LinkedBlockingQueue)会导致新任务在所有 corePoolSize 线程都繁忙时在队列中等待。因此,创建的线程不会超过 corePoolSize。(当每个任务都完全独立于其他任务,因此任务之间不会相互影响执行时,例如在网页服务器中,这种方式可能比较合适。虽然这种队列方式在平滑瞬时突发请求方面很有用,但当命令的平均到达速度持续超过其处理速度时,就会导致工作队列无限制地增长。
Bounded queues. A bounded queue (for example, an ArrayBlockingQueue) helps prevent resource exhaustion when used with finite maximumPoolSizes, but can be more difficult to tune and control. Queue sizes and maximum pool sizes may be traded off for each other: Using large queues and small pools minimizes CPU usage, OS resources, and context-switching overhead, but can lead to artificially low throughput. If tasks frequently block (for example if they are I/O bound), a system may be able to schedule time for more threads than you otherwise allow. Use of small queues generally requires larger pool sizes, which keeps CPUs busier but may encounter unacceptable scheduling overhead, which also decreases throughput.
// 有界队列 有界队列(例如 ArrayBlockingQueue)与有限的最大线程池大小一起使用时,有助于防止资源耗尽,但可能更难调整和控制。队列大小和最大池大小可以相互权衡: 使用大队列和小池可以最大限度地减少 CPU 占用率、操作系统资源和上下文切换开销,但会导致人为的低吞吐量。如果任务经常出现阻塞(例如,如果任务受 I/O 约束),系统可能会为更多线程安排时间,而不考虑其他因素。使用小队列通常需要更大的池规模,这将使 CPU 更繁忙,但可能会遇到无法接受的调度开销,这也会降低吞吐量。
Rejected tasks
// 被拒绝的任务
New tasks submitted in method execute(Runnable) will be rejected when the Executor has been shut down, and also when the Executor uses finite bounds for both maximum threads and work queue capacity, and is saturated. In either case, the execute method invokes the RejectedExecutionHandler.rejectedExecution(Runnable, ThreadPoolExecutor) method of its RejectedExecutionHandler. Four predefined handler policies are provided:
// 如果执行器已关闭,或者执行器使用了最大线程数和工作队列容量的有限界限,并已达到饱和,那么在 execute(Runnable) 方法中提交的新任务将被拒绝。在这两种情况下,execute 方法都会调用其 RejectedExecutionHandler 的 RejectedExecutionHandler.rejectedExecution(Runnable, ThreadPoolExecutor) 方法。提供了四种预定义的处理程序策略:
In the default ThreadPoolExecutor.AbortPolicy, the handler throws a runtime RejectedExecutionException upon rejection.
// 在默认的 ThreadPoolExecutor.AbortPolicy 中,处理程序会在拒绝时抛出运行时 RejectedExecutionException。
In ThreadPoolExecutor.CallerRunsPolicy, the thread that invokes execute itself runs the task. This provides a simple feedback control mechanism that will slow down the rate that new tasks are submitted.
// 在 ThreadPoolExecutor.CallerRunsPolicy 中,调用执行本身的线程会运行任务。这提供了一个简单的反馈控制机制,可减慢提交新任务的速度。
In ThreadPoolExecutor.DiscardPolicy, a task that cannot be executed is simply dropped.
// 在 ThreadPoolExecutor.DiscardPolicy 中,无法执行的任务会被直接丢弃。
In ThreadPoolExecutor.DiscardOldestPolicy, if the executor is not shut down, the task at the head of the work queue is dropped, and then execution is retried (which can fail again, causing this to be repeated.)
// 在 ThreadPoolExecutor.DiscardOldestPolicy 中,如果执行器没有关闭,工作队列头部的任务就会被丢弃,然后重新执行(可能会再次失败,导致重复执行)。
It is possible to define and use other kinds of RejectedExecutionHandler classes. Doing so requires some care especially when policies are designed to work only under particular capacity or queuing policies.
// 我们还可以定义和使用其他类型的 RejectedExecutionHandler 类。这样做需要小心谨慎,尤其是当策略设计为仅在特定容量或队列策略下运行时。
Hook methods
// 钩子方法
This class provides protected overridable beforeExecute(Thread, Runnable) and afterExecute(Runnable, Throwable) methods that are called before and after execution of each task. These can be used to manipulate the execution environment; for example, reinitializing ThreadLocals, gathering statistics, or adding log entries. Additionally, method terminated can be overridden to perform any special processing that needs to be done once the Executor has fully terminated.
// 该类提供 protected 的可重载 beforeExecute(Thread, Runnable) 和 afterExecute(Runnable, Throwable) 方法,可在每个任务执行前后调用。这些方法可用于操纵执行环境,例如,重新初始化线程位置、收集统计数据或添加日志条目。此外,还可以重写终止方法,以便在执行器完全终止后执行任何需要进行的特殊处理。(一些动态线程池技术就用到了这两个方法)
If hook or callback methods throw exceptions, internal worker threads may in turn fail and abruptly terminate.
// 如果钩子或回调方法抛出异常,内部工作线程可能会失败并突然终止。
Queue maintenance
// 队列维护
Method getQueue() allows access to the work queue for purposes of monitoring and debugging. Use of this method for any other purpose is strongly discouraged. Two supplied methods, remove(Runnable) and purge are available to assist in storage reclamation when large numbers of queued tasks become cancelled.
// 方法 getQueue() 允许访问工作队列,以便进行监控和调试。强烈建议不要将此方法用于任何其他目的。当大量队列任务被取消时,可使用 remove(Runnable) 和 purge 这两个提供的方法来帮助回收存储空间。(不建议直接将获取到的队列进行修改操作)
Finalization
// 终止
A pool that is no longer referenced in a program AND has no remaining threads will be shutdown automatically. If you would like to ensure that unreferenced pools are reclaimed even if users forget to call shutdown, then you must arrange that unused threads eventually die, by setting appropriate keep-alive times, using a lower bound of zero core threads and/or setting allowCoreThreadTimeOut(boolean).
// 程序中不再引用且没有剩余线程的池将自动关闭。如果要确保即使用户忘记调用 shutdown 也能回收未引用的池,则必须通过设置适当的保持连接时间、使用零核心线程下限和/或设置 allowCoreThreadTimeOut(boolean) 来使得未使用的线程最终被停止。
-

通过前面的简单翻译我们就能大致略窥得线程池配置全貌,继续看一个构造方法

-
public ThreadPoolExecutor(int corePoolSize,
int maximumPoolSize,
long keepAliveTime,
TimeUnit unit,
BlockingQueue<Runnable> workQueue) {
this(corePoolSize, maximumPoolSize, keepAliveTime, unit, workQueue,
Executors.defaultThreadFactory(), defaultHandler);
}
private static final RejectedExecutionHandler defaultHandler =
new AbortPolicy();
-

这个构造方法就主要配置了 corePoolSize 核心线程数,maximumPoolSize 最大线程数, keepAliveTime 线程保活时间,unit 时间单位,workQueue 工作队列,而传入后可以看到使用了默认的线程工厂和默认的拒绝处理器

-
public ThreadPoolExecutor(int corePoolSize,
int maximumPoolSize,
long keepAliveTime,
TimeUnit unit,
BlockingQueue<Runnable> workQueue,
ThreadFactory threadFactory,
RejectedExecutionHandler handler) {
if (corePoolSize < 0 ||
maximumPoolSize <= 0 ||
maximumPoolSize < corePoolSize ||
keepAliveTime < 0)
throw new IllegalArgumentException();
if (workQueue == null || threadFactory == null || handler == null)
throw new NullPointerException();
this.acc = System.getSecurityManager() == null ?
null :
AccessController.getContext();
this.corePoolSize = corePoolSize;
this.maximumPoolSize = maximumPoolSize;
this.workQueue = workQueue;
this.keepAliveTime = unit.toNanos(keepAliveTime);
this.threadFactory = threadFactory;
this.handler = handler;
}
-

最终会执行到这里做一些校验判断,包括几个参数校验和配置赋值

-]]>
- - Java - - - Java
@@ -1308,57 +1327,97 @@ leetcode - java leetcode + java 题解 First Bad Version - Leetcode 3 Longest Substring Without Repeating Characters 题解分析 - /2020/09/20/Leetcode-3-Longest-Substring-Without-Repeating-Characters-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 又做了个题,看记录是以前用 C++写过的,现在捋一捋思路,用 Java 再写了一下,思路还是比较清晰的,但是边界细节处理得比较差

-

简要介绍

Given a string s, find the length of the longest substring without repeating characters.

-

样例

Example 1:

Input: s = "abcabcbb"
Output: 3
Explanation: The answer is "abc", with the length of 3.
- -

Example 2:

Input: s = "bbbbb"
Output: 1
Explanation: The answer is "b", with the length of 1.
-

Example 3:

Input: s = "pwwkew"
Output: 3
Explanation: The answer is "wke", with the length of 3.
Notice that the answer must be a substring, "pwke" is a subsequence and not a substring.
-

Example 4:

Input: s = ""
Output: 0
+ Leetcode 25 Reverse Nodes in k-Group 题解分析-再解分析 + /2024/01/21/Leetcode-25-Reverse-Nodes-in-k-Group-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 上一次主要是给了一个解题方案,没有具体讲解,这次又做到了就来看下几种方案,链表转置一直是我比较疑惑的问题,特别是边界处理,而这个问题要把难度加大了
我先讲一下我一开始的思路和解题方法,首先就是写一个转置方法,就处理 k 个一组的内部转置,然后外部循环处理分组以及前后连接等问题,但是这里就涉及到一个问题,就是前后连接的话对于整个链表头,也就是第一个 k 元素组来说,头是个空的,就需要额外处理,一开始就是用判空做额外处理,然后在前后连接的时候也有一些困扰,看了自己的代码库发现其实之前也做过,而且发现这个思路跟以前做的还是一样的,只不过在处理 k 个元素内部的转置的时候有了点差异

一开始的思路是这样的,想了下其实还是比较有问题,从处理难度上来说,在 k 组内处理的时候一开始 A 节点会是悬空的,然后得处理到组内最后一个元素的时候再接上,逻辑会更复杂,而另一种思路就是直接把 A 先挪到 C 后面,这样每次只需要移动一个,可能思路上会更清晰一点

也就是这样的,这种方案就是之前发过的题解代码,上一篇

+

而最后这种则代码会简单一些,但是需要一定的理解成本,比较重要的一点是我们加了个虚拟的头结点,第一步会先获取下链表的总长度,然后在内循环里处理转置,重点就是分四步,
也就是图里的,第一步先把 cur 的下一个节点设置成 next 的 next 节点,这里就是图里 A 连接到 C,第二步是把 next 的 next 节点设置成虚拟头的 next节点,第三步是把 pre 的next 节点设置成 next,第四步是 next 往后移动

+
cur.next = next.next;
next.next = pre.next;
pre.next = next;
next = cur.next;
-

就是一个最长不重复的字符串长度,因为也是中等难度的题,不太需要特别复杂的思考,最基本的就是O(N*N)两重循环,不过显然不太好,万一超时间,还有一种就是线性复杂度的了,这个就是需要搞定一个思路,比如字符串时 abcdefgaqwrty,比如遍历到第二个a的时候其实不用再从头去遍历了,只要把前面那个a给排除掉,继续往下算就好了

-
class Solution {
Map<String, Integer> counter = new HashMap<>();
public int lengthOfLongestSubstring(String s) {
int length = s.length();
// 当前的长度
int subStringLength = 0;
// 最长的长度
int maxSubStringLength = 0;
// 考虑到重复的位置已经被跳过的情况,即已经在当前长度的字符串范围之前的重复字符不需要回溯
int lastDuplicatePos = -1;
for (int i = 0; i < length; i++) {
// 使用 map 存储字符和上一次出现的位置,如果存在并且大于上一次重复位置
if (counter.get(String.valueOf(s.charAt(i))) != null && counter.get(String.valueOf(s.charAt(i))) > lastDuplicatePos) {
// 记录重复位置
lastDuplicatePos = counter.get(String.valueOf(s.charAt(i)));
// 重置不重复子串的长度,减去重复起点
subStringLength = i - counter.get(String.valueOf(s.charAt(i))) - 1;
// 替换当前位置
counter.replace(String.valueOf(s.charAt(i)), i);
} else {
// 如果不存在就直接 put
counter.put(String.valueOf(s.charAt(i)), i);
}
// 长度累加
subStringLength++;
if (subStringLength > maxSubStringLength) {
// 简单替换
maxSubStringLength = subStringLength;
}
}
return maxSubStringLength;
}
}
-

注释应该写的比较清楚了。

+


在备注下代码

]]>
Java leetcode - 字符串 - online - java - string - java leetcode + java 题解 - string
- Leetcode 349 两个数组的交集 ( Intersection of Two Arrays *Easy* ) 题解分析 - /2022/03/07/Leetcode-349-%E4%B8%A4%E4%B8%AA%E6%95%B0%E7%BB%84%E7%9A%84%E4%BA%A4%E9%9B%86-Intersection-of-Two-Arrays-Easy-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

给定两个数组 nums1 和 nums2 ,返回 它们的交集 。输出结果中的每个元素一定是 唯一 的。我们可以 不考虑输出结果的顺序

-

 

-

示例

-

示例 1:

-

输入:nums1 = [1,2,2,1], nums2 = [2,2]
输出:[2]

-
-
-

示例 2:

-

输入:nums1 = [4,9,5], nums2 = [9,4,9,8,4]
输出:[9,4]
解释:[4,9] 也是可通过的 - 

-
-

提示:

    -
  • 1 <= nums1.length, nums2.length <= 1000
  • + Leetcode 236 二叉树的最近公共祖先(Lowest Common Ancestor of a Binary Tree) 题解分析 + /2021/05/23/Leetcode-236-%E4%BA%8C%E5%8F%89%E6%A0%91%E7%9A%84%E6%9C%80%E8%BF%91%E5%85%AC%E5%85%B1%E7%A5%96%E5%85%88-Lowest-Common-Ancestor-of-a-Binary-Tree-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

    Given a binary tree, find the lowest common ancestor (LCA) of two given nodes in the tree.

    +

    According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself).”

    +

    给定一个二叉树, 找到该树中两个指定节点的最近公共祖先。

    +

    百度百科中最近公共祖先的定义为:“对于有根树 T 的两个节点 pq,最近公共祖先表示为一个节点 x,满足 xpq 的祖先且 x 的深度尽可能大(一个节点也可以是它自己的祖先)。”

    +

    代码

    public TreeNode lowestCommonAncestor(TreeNode root, TreeNode p, TreeNode q) {
    // 如果当前节点就是 p 或者是 q 的时候,就直接返回了
    // 当没找到,即 root == null 的时候也会返回 null,这是个重要的点
    if (root == null || root == p || root == q) return root;
    // 在左子树中找 p 和 q
    TreeNode left = lowestCommonAncestor(root.left, p, q);
    // 在右子树中找 p 和 q
    TreeNode right = lowestCommonAncestor(root.right, p, q);
    // 当左边是 null 就直接返回右子树,但是这里不表示右边不是 null,所以这个顺序是不影响的
    // 考虑一种情况,如果一个节点的左右子树都是 null,那么其实对于这个节点来说首先两个子树分别调用
    // lowestCommonAncestor会在开头就返回 null,那么就是上面 left 跟 right 都是 null,然后走下面的判断的时候
    // 其实第一个 if 就返回了 null,如此递归返回就能达到当子树中没有找到 p 或者 q 的时候只返回 null
    if (left == null) {
    return right;
    } else if (right == null) {
    return left;
    } else {
    return root;
    }
    // if (right == null) {
    // return left;
    // } else if (left == null) {
    // return right;
    // } else {
    // return root;
    // }
    // return left == null ? right : right == null ? left : root;
    }
    +]]>
    + + Java + leetcode + Lowest Common Ancestor of a Binary Tree + + + leetcode + java + 题解 + Lowest Common Ancestor of a Binary Tree + + + + Leetcode 3 Longest Substring Without Repeating Characters 题解分析 + /2020/09/20/Leetcode-3-Longest-Substring-Without-Repeating-Characters-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 又做了个题,看记录是以前用 C++写过的,现在捋一捋思路,用 Java 再写了一下,思路还是比较清晰的,但是边界细节处理得比较差

    +

    简要介绍

    Given a string s, find the length of the longest substring without repeating characters.

    +

    样例

    Example 1:

    Input: s = "abcabcbb"
    Output: 3
    Explanation: The answer is "abc", with the length of 3.
    + +

    Example 2:

    Input: s = "bbbbb"
    Output: 1
    Explanation: The answer is "b", with the length of 1.
    +

    Example 3:

    Input: s = "pwwkew"
    Output: 3
    Explanation: The answer is "wke", with the length of 3.
    Notice that the answer must be a substring, "pwke" is a subsequence and not a substring.
    +

    Example 4:

    Input: s = ""
    Output: 0
    + +

    就是一个最长不重复的字符串长度,因为也是中等难度的题,不太需要特别复杂的思考,最基本的就是O(N*N)两重循环,不过显然不太好,万一超时间,还有一种就是线性复杂度的了,这个就是需要搞定一个思路,比如字符串时 abcdefgaqwrty,比如遍历到第二个a的时候其实不用再从头去遍历了,只要把前面那个a给排除掉,继续往下算就好了

    +
    class Solution {
    Map<String, Integer> counter = new HashMap<>();
    public int lengthOfLongestSubstring(String s) {
    int length = s.length();
    // 当前的长度
    int subStringLength = 0;
    // 最长的长度
    int maxSubStringLength = 0;
    // 考虑到重复的位置已经被跳过的情况,即已经在当前长度的字符串范围之前的重复字符不需要回溯
    int lastDuplicatePos = -1;
    for (int i = 0; i < length; i++) {
    // 使用 map 存储字符和上一次出现的位置,如果存在并且大于上一次重复位置
    if (counter.get(String.valueOf(s.charAt(i))) != null && counter.get(String.valueOf(s.charAt(i))) > lastDuplicatePos) {
    // 记录重复位置
    lastDuplicatePos = counter.get(String.valueOf(s.charAt(i)));
    // 重置不重复子串的长度,减去重复起点
    subStringLength = i - counter.get(String.valueOf(s.charAt(i))) - 1;
    // 替换当前位置
    counter.replace(String.valueOf(s.charAt(i)), i);
    } else {
    // 如果不存在就直接 put
    counter.put(String.valueOf(s.charAt(i)), i);
    }
    // 长度累加
    subStringLength++;
    if (subStringLength > maxSubStringLength) {
    // 简单替换
    maxSubStringLength = subStringLength;
    }
    }
    return maxSubStringLength;
    }
    }
    +

    注释应该写的比较清楚了。

    +]]>
    + + leetcode + Java + 字符串 - online + java + string + + + leetcode + java + 题解 + string + +
    + + Leetcode 349 两个数组的交集 ( Intersection of Two Arrays *Easy* ) 题解分析 + /2022/03/07/Leetcode-349-%E4%B8%A4%E4%B8%AA%E6%95%B0%E7%BB%84%E7%9A%84%E4%BA%A4%E9%9B%86-Intersection-of-Two-Arrays-Easy-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

    给定两个数组 nums1 和 nums2 ,返回 它们的交集 。输出结果中的每个元素一定是 唯一 的。我们可以 不考虑输出结果的顺序

    +

     

    +

    示例

    +

    示例 1:

    +

    输入:nums1 = [1,2,2,1], nums2 = [2,2]
    输出:[2]

    +
    +
    +

    示例 2:

    +

    输入:nums1 = [4,9,5], nums2 = [9,4,9,8,4]
    输出:[9,4]
    解释:[4,9] 也是可通过的 + 

    +
    +

    提示:

      +
    • 1 <= nums1.length, nums2.length <= 1000
    • 0 <= nums1[i], nums2[i] <= 1000

    分析与题解

    两个数组的交集,最简单就是两层循环了把两个都存在的找出来,不过还有个要去重的问题,稍微思考下可以使用集合 set 来处理,先把一个数组全丢进去,再对比另外一个,如果出现在第一个集合里就丢进一个新的集合,最后转换成数组,这次我稍微取了个巧,因为看到了提示里的条件,两个数组中的元素都是不大于 1000 的,所以就搞了个 1000 长度的数组,如果在第一个数组出现,就在对应的下标设置成 1,如果在第二个数组也出现了就加 1,

    @@ -1368,8 +1427,8 @@ leetcode - java leetcode + java 题解 Intersection of Two Arrays @@ -1394,8 +1453,8 @@ leetcode - java leetcode + java 题解 Median of Two Sorted Arrays @@ -1415,8 +1474,8 @@ leetcode - java leetcode + java dp 代码题解 Trapping Rain Water @@ -1424,22 +1483,6 @@ Leetcode 42
    - - Java 线程池系列-第二篇 - /2024/02/18/Java-%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%B3%BB%E5%88%97-%E7%AC%AC%E4%BA%8C%E7%AF%87/ - 介绍了线程池的目的和实现概述,以及如何初始化的,我们就来开始看看线程池最重要的执行过程
    老规矩,还是先把注释翻译下,这个对理解逻辑其实非常重要,后面可以循着注释的逻辑来看代码
    第一步,如果是少于核心线程数的线程正在运行,那么尝试去开启一个新线程,并把提交的命令
    command 最为 first task,这里调用了 addWorker,会自动检查运行状态和线程数,并通过
    返回 false 来提示不应该增加线程,比如已经有其他任务先创建了线程导致已经超过了核心线程数
    第二步,在前面不符合的情况下,也就是线程数已经大于等于核心线程数了或者在调用 addWorker
    的时候校验发现线程数已经大于等于核心线程数或者线程池运行状态不是正在运行了就会进入下一个判断
    首先还是判断线程池是否正在运行,然后将 command 放进队列,如果成功进队了,还需要再次进行校验
    如果线程池状态不是正在运行了,则需要再出队,然后执行拒绝策略,如果状态正常,但是线程被回收完了
    那需要创建线程
    第三步,如果不能正常进队列,会尝试再启动一个新线程,这里表示核心线程数满了,并且队列也满了,
    则需要再开启一个新线程,如果开启失败则执行拒绝策略
    代码注释基本已经把代码讲得很详细了

    -
    public void execute(Runnable command) {
    if (command == null)
    throw new NullPointerException();
    /*
    * Proceed in 3 steps:
    *
    * 1. If fewer than corePoolSize threads are running, try to
    * start a new thread with the given command as its first
    * task. The call to addWorker atomically checks runState and
    * workerCount, and so prevents false alarms that would add
    * threads when it shouldn't, by returning false.
    *
    * 2. If a task can be successfully queued, then we still need
    * to double-check whether we should have added a thread
    * (because existing ones died since last checking) or that
    * the pool shut down since entry into this method. So we
    * recheck state and if necessary roll back the enqueuing if
    * stopped, or start a new thread if there are none.
    *
    * 3. If we cannot queue task, then we try to add a new
    * thread. If it fails, we know we are shut down or saturated
    * and so reject the task.
    */
    int c = ctl.get();
    // 这就是第一步
    if (workerCountOf(c) < corePoolSize) {
    if (addWorker(command, true))
    return;
    // 注意这里是第一步可能失败了,获取一下最新的状态
    c = ctl.get();
    }
    // 这里是第二步
    if (isRunning(c) && workQueue.offer(command)) {
    // 每次都获取最新的状态
    int recheck = ctl.get();
    if (! isRunning(recheck) && remove(command))
    reject(command);
    else if (workerCountOf(recheck) == 0)
    // 这里是判断如果一个线程都没了的话,注意添加的是非核心线程
    addWorker(null, false);
    }
    // 这里第三步是添加线程,并且是非核心线程
    else if (!addWorker(command, false))
    reject(command);
    }
    -

    这里面比较重要的就是 addWorker 方法,我们也来看一下
    这里用到了 break retry; 就是在循环中跳出到这个 retry 的位置继续执行
    然后还是获取运行状态,如果是非运行状态,
    并且rs == SHUTDOWNfirstTask == null! workQueue.isEmpty(),至少一个为false
    因为只有当 SHUTDOWN 状态才会出现后面两者为 false 的情况,如果是 SHUTDOWN ,队列不为空还是需要执行完队列里的任务
    然后是判断线程数量与传入参数 core 还有核心线程数跟最大线程数的对比,如果是超过了就返回 false 也就是外层的第一步的内部
    if 就会继续执行后面的获取线程池状态,然后是 cas 增加线程数量,如果失败则 break 跳到方法开头,如果成功则继续重新获取 c
    判断线程池运行状态,如果不一致则从外层继续进入
    后面的就是新建一个 worker,然后获取锁,继续判断线程池状态,如果在运行中或者队列不为空(隐含条件)则继续执行添加 worker
    并判断是否需要更新历史最大线程数,更改线程添加状态,然后启动线程,标记线程启动状态

    -
    private boolean addWorker(Runnable firstTask, boolean core) {
    retry:
    for (;;) {
    int c = ctl.get();
    int rs = runStateOf(c);

    // Check if queue empty only if necessary.
    if (rs >= SHUTDOWN && ! (rs == SHUTDOWN && firstTask == null && ! workQueue.isEmpty()))
    return false;

    for (;;) {
    int wc = workerCountOf(c);
    if (wc >= CAPACITY ||
    wc >= (core ? corePoolSize : maximumPoolSize))
    return false;
    if (compareAndIncrementWorkerCount(c))
    break retry;
    c = ctl.get(); // Re-read ctl
    if (runStateOf(c) != rs)
    continue retry;
    // else CAS failed due to workerCount change; retry inner loop
    }
    }

    boolean workerStarted = false;
    boolean workerAdded = false;
    Worker w = null;
    try {
    w = new Worker(firstTask);
    final Thread t = w.thread;
    if (t != null) {
    final ReentrantLock mainLock = this.mainLock;
    mainLock.lock();
    try {
    // Recheck while holding lock.
    // Back out on ThreadFactory failure or if
    // shut down before lock acquired.
    int rs = runStateOf(ctl.get());

    if (rs < SHUTDOWN ||
    (rs == SHUTDOWN && firstTask == null)) {
    if (t.isAlive()) // precheck that t is startable
    throw new IllegalThreadStateException();
    workers.add(w);
    int s = workers.size();
    if (s > largestPoolSize)
    largestPoolSize = s;
    workerAdded = true;
    }
    } finally {
    mainLock.unlock();
    }
    if (workerAdded) {
    t.start();
    workerStarted = true;
    }
    }
    } finally {
    if (! workerStarted)
    addWorkerFailed(w);
    }
    return workerStarted;
    }
    -

    后面会继续讲下线程如何执行队列里的任务

    -]]>
    - - Java - - - Java - -
    Leetcode 48 旋转图像(Rotate Image) 题解分析 /2021/05/01/Leetcode-48-%E6%97%8B%E8%BD%AC%E5%9B%BE%E5%83%8F-Rotate-Image-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ @@ -1455,13 +1498,39 @@ Rotate Image - java leetcode + java 题解 Rotate Image 矩阵 + + Leetcode 572 Subtree of Another Tree 题解分析 + /2024/01/28/Leetcode-572-Subtree-of-Another-Tree-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ + 题目介绍

    Given the roots of two binary trees root and subRoot, return true if there is a subtree of root with the same structure and node values of subRoot and false otherwise.

    +

    A subtree of a binary tree tree is a tree that consists of a node in tree and all of this node’s descendants. The tree tree could also be considered as a subtree of itself.

    +

    示例 1

    +
    +

    Input: root = [3,4,5,1,2], subRoot = [4,1,2]
    Output: true

    +
    +

    示例 2

    +
    +

    Input: root = [3,4,5,1,2,null,null,null,null,0], subRoot = [4,1,2]
    Output: false

    +
    +

    解析

    需要判断subRoot 为根节点的这棵树是不是 root 为根节点的这个树的子树,题应该不是特别难理解,只是需要注意,这里是子树,而不是一个子结构,也就是示例 2 的判断结果是 false,因为左边子树还有个 0,只能认为是左边的一部分,但不是子树,思路分析也不难,就是递归去判断,只不过是两种维度,第一种就是找到子树的根节点,也就是在 root 树找到 subRoot 的根节点相同的节点,这个就会用到递归,如果找到了一个,就开始递归的对比所有子节点,必须完全一样

    +

    代码

    public boolean isSubtree(TreeNode root, TreeNode subRoot) {
    if (subRoot == null || root == null) {
    return false;
    }
    if (root.val == subRoot.val) {
    // 如果 root 节点跟 subRoot 节点相同,就开始递归对比所有的子节点
    if (isSameTree(root.left, subRoot.left) && isSameTree(root.right, subRoot.right)) {
    return true;
    }
    }
    // 如果 root 节点不同,就开始递归往下找与 subRoot 相同的起始节点,这里是或的关系,因为在左右子树任一找到一个就行
    return isSubtree(root.left, subRoot) || isSubtree(root.right, subRoot);
    }
    // 需要完全相同,也就是说不能像示例 2 那样多一个子节点这种,以及其他不同的情况,反正就是要完全一样
    public boolean isSameTree(TreeNode root, TreeNode subTree) {
    // 如果递归到这个节点都为空也认为是相同的
    if (root == null && subTree == null) {
    return true;
    }
    // 因为有前面的判断,这里就隐含了 subTree != null 这个条件
    if (root == null) {
    return false;
    }
    // 也因为有前面的判断,这里就隐含了 root != null 这个条件
    if (subTree == null) {
    return false;
    }
    // 两个都不为空,但是值不相同,也是 false
    if (root.val != subTree.val) {
    return false;
    }
    // 跟节点相同,就开始递归判断左右子树,必须两者都相同
    return isSameTree(root.left, subTree.left) && isSameTree(root.right, subTree.right);
    }
    +]]>
    + + Java + leetcode + + + leetcode + java + 题解 + +
    Leetcode 698 划分为k个相等的子集 ( Partition to K Equal Sum Subsets *Medium* ) 题解分析 /2022/06/19/Leetcode-698-%E5%88%92%E5%88%86%E4%B8%BAk%E4%B8%AA%E7%9B%B8%E7%AD%89%E7%9A%84%E5%AD%90%E9%9B%86-Partition-to-K-Equal-Sum-Subsets-Medium-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ @@ -1490,8 +1559,8 @@ leetcode - java leetcode + java @@ -1519,8 +1588,8 @@ leetcode - java leetcode + java 题解 @@ -1550,8 +1619,8 @@ leetcode - java leetcode + java 题解 Remove Duplicates from Sorted List @@ -1584,8 +1653,8 @@ leetcode - java leetcode + java 题解 @@ -1624,8 +1693,8 @@ ]]> Linux - 命令 小技巧 + 命令 grep grep 查日志 @@ -1689,6 +1758,22 @@ Maven + + Number of 1 Bits + /2015/03/11/Number-Of-1-Bits/ + Number of 1 Bits

    Write a function that takes an unsigned integer and returns the number of ’1’ bits it has (also known as the Hamming weight). For example, the 32-bit integer ‘11’ has binary representation 00000000000000000000000000001011, so the function should return 3.

    + +

    分析

    从1位到2位到4位逐步的交换

    +
    +

    code

    int hammingWeight(uint32_t n) {
    const uint32_t m1 = 0x55555555; //binary: 0101...
    const uint32_t m2 = 0x33333333; //binary: 00110011..
    const uint32_t m4 = 0x0f0f0f0f; //binary: 4 zeros, 4 ones ...
    const uint32_t m8 = 0x00ff00ff; //binary: 8 zeros, 8 ones ...
    const uint32_t m16 = 0x0000ffff; //binary: 16 zeros, 16 ones ...

    n = (n & m1 ) + ((n >> 1) & m1 ); //put count of each 2 bits into those 2 bits
    n = (n & m2 ) + ((n >> 2) & m2 ); //put count of each 4 bits into those 4 bits
    n = (n & m4 ) + ((n >> 4) & m4 ); //put count of each 8 bits into those 8 bits
    n = (n & m8 ) + ((n >> 8) & m8 ); //put count of each 16 bits into those 16 bits
    n = (n & m16) + ((n >> 16) & m16); //put count of each 32 bits into those 32 bits
    return n;

    }
    ]]>
    + + leetcode + + + leetcode + c++ + +
    Path Sum /2015/01/04/Path-Sum/ @@ -1708,22 +1793,6 @@ c++ - - Number of 1 Bits - /2015/03/11/Number-Of-1-Bits/ - Number of 1 Bits

    Write a function that takes an unsigned integer and returns the number of ’1’ bits it has (also known as the Hamming weight). For example, the 32-bit integer ‘11’ has binary representation 00000000000000000000000000001011, so the function should return 3.

    - -

    分析

    从1位到2位到4位逐步的交换

    -
    -

    code

    int hammingWeight(uint32_t n) {
    const uint32_t m1 = 0x55555555; //binary: 0101...
    const uint32_t m2 = 0x33333333; //binary: 00110011..
    const uint32_t m4 = 0x0f0f0f0f; //binary: 4 zeros, 4 ones ...
    const uint32_t m8 = 0x00ff00ff; //binary: 8 zeros, 8 ones ...
    const uint32_t m16 = 0x0000ffff; //binary: 16 zeros, 16 ones ...

    n = (n & m1 ) + ((n >> 1) & m1 ); //put count of each 2 bits into those 2 bits
    n = (n & m2 ) + ((n >> 2) & m2 ); //put count of each 4 bits into those 4 bits
    n = (n & m4 ) + ((n >> 4) & m4 ); //put count of each 8 bits into those 8 bits
    n = (n & m8 ) + ((n >> 8) & m8 ); //put count of each 16 bits into those 16 bits
    n = (n & m16) + ((n >> 16) & m16); //put count of each 32 bits into those 32 bits
    return n;

    }
    ]]>
    - - leetcode - - - leetcode - c++ - -
    Redis_分布式锁 /2019/12/10/Redis-Part-1/ @@ -1818,44 +1887,6 @@

    然后调用了 onStartup 方法,

    public final void onStartup(ServletContext servletContext) throws ServletException {
    String description = getDescription();
    if (!isEnabled()) {
    logger.info(StringUtils.capitalize(description) + " was not registered (disabled)");
    return;
    }
    register(description, servletContext);
    }

    就会去执行注册逻辑

    -]]> - - Java - SpringBoot - Tomcat - - - Java - Tomcat - SpringBoot - -
    - - Tomcat 系列篇三-介绍下 Coyote - /2023/09/24/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E4%B8%89-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Coyote/ - 前面介绍了 connector,这里边还有个很重要的概念是 Coyote,真正将前面的 connector 跟后面的 container 做了连接,
    org.apache.tomcat.util.net.AbstractEndpoint#createSocketProcessor 从这里开始
    然后会调用到 org.apache.tomcat.util.net.NioEndpoint#createSocketProcessor

    -
    @Override
    protected SocketProcessorBase<NioChannel> createSocketProcessor(
    SocketWrapperBase<NioChannel> socketWrapper, SocketEvent event) {
    return new SocketProcessor(socketWrapper, event);
    }
    -

    里面实际的是 new 了
    org.apache.tomcat.util.net.NioEndpoint.SocketProcessor#SocketProcessor

    -
    protected class SocketProcessor extends SocketProcessorBase<NioChannel> {

    public SocketProcessor(SocketWrapperBase<NioChannel> socketWrapper, SocketEvent event) {
    super(socketWrapper, event);
    }

    @Override
    protected void doRun() {
    /*
    * Do not cache and re-use the value of socketWrapper.getSocket() in
    * this method. If the socket closes the value will be updated to
    * CLOSED_NIO_CHANNEL and the previous value potentially re-used for
    * a new connection. That can result in a stale cached value which
    * in turn can result in unintentionally closing currently active
    * connections.
    */
    Poller poller = NioEndpoint.this.poller;
    if (poller == null) {
    socketWrapper.close();
    -

    然后是 org.apache.tomcat.util.net.NioEndpoint.SocketProcessor#doRun 这里开始运行

    -
    protected void doRun() {
    /*
    * Do not cache and re-use the value of socketWrapper.getSocket() in
    * this method. If the socket closes the value will be updated to
    * CLOSED_NIO_CHANNEL and the previous value potentially re-used for
    * a new connection. That can result in a stale cached value which
    * in turn can result in unintentionally closing currently active
    * connections.
    */
    Poller poller = NioEndpoint.this.poller;
    if (poller == null) {
    socketWrapper.close();
    return;
    }

    try {
    int handshake = -1;
    try {
    if (socketWrapper.getSocket().isHandshakeComplete()) {
    // No TLS handshaking required. Let the handler
    // process this socket / event combination.
    handshake = 0;
    } else if (event == SocketEvent.STOP || event == SocketEvent.DISCONNECT ||
    event == SocketEvent.ERROR) {
    // Unable to complete the TLS handshake. Treat it as
    // if the handshake failed.
    handshake = -1;
    } else {
    handshake = socketWrapper.getSocket().handshake(event == SocketEvent.OPEN_READ, event == SocketEvent.OPEN_WRITE);
    // The handshake process reads/writes from/to the
    // socket. status may therefore be OPEN_WRITE once
    // the handshake completes. However, the handshake
    // happens when the socket is opened so the status
    // must always be OPEN_READ after it completes. It
    // is OK to always set this as it is only used if
    // the handshake completes.
    event = SocketEvent.OPEN_READ;
    }
    } catch (IOException x) {
    handshake = -1;
    if (log.isDebugEnabled()) {
    log.debug("Error during SSL handshake",x);
    }
    } catch (CancelledKeyException ckx) {
    handshake = -1;
    }
    if (handshake == 0) {
    SocketState state = SocketState.OPEN;
    // Process the request from this socket
    if (event == null) {
    state = getHandler().process(socketWrapper, SocketEvent.OPEN_READ);
    } else {
    state = getHandler().process(socketWrapper, event);
    }
    if (state == SocketState.CLOSED) {
    poller.cancelledKey(getSelectionKey(), socketWrapper);
    }
    -

    org.apache.coyote.AbstractProtocol.ConnectionHandler#process 这个 getHandler 是哪个呢

    -
    public AbstractHttp11Protocol(AbstractEndpoint<S,?> endpoint) {
    super(endpoint);
    setConnectionTimeout(Constants.DEFAULT_CONNECTION_TIMEOUT);
    ConnectionHandler<S> cHandler = new ConnectionHandler<>(this);
    setHandler(cHandler);
    getEndpoint().setHandler(cHandler);
    }
    -

    上面补充下这个 Handler,帮助后面的理解,而这个 connectionHandler 则是实现了 AbstractEndpoint.Handler

    -
    protected static class ConnectionHandler<S> implements AbstractEndpoint.Handler<S> {

    private final AbstractProtocol<S> proto;
    private final RequestGroupInfo global = new RequestGroupInfo();
    private final AtomicLong registerCount = new AtomicLong(0);
    private final RecycledProcessors recycledProcessors = new RecycledProcessors(this);

    public ConnectionHandler(AbstractProtocol<S> proto) {
    this.proto = proto;
    }

    protected AbstractProtocol<S> getProtocol() {
    return proto;
    }
    -

    然后会继续寻找真实的 Processer

    -
    @Override
    public SocketState process(SocketWrapperBase<S> wrapper, SocketEvent status) {
    if (getLog().isDebugEnabled()) {
    getLog().debug(sm.getString("abstractConnectionHandler.process",
    wrapper.getSocket(), status));
    }
    if (wrapper == null) {
    // Nothing to do. Socket has been closed.
    return SocketState.CLOSED;
    }

    S socket = wrapper.getSocket();

    Processor processor = (Processor) wrapper.getCurrentProcessor();
    if (getLog().isDebugEnabled()) {
    getLog().debug(sm.getString("abstractConnectionHandler.connectionsGet",
    processor, socket));
    }
    // 省略代码
    // 直到这里创建 processor
    if (processor == null) {
    processor = getProtocol().createProcessor();
    register(processor);
    if (getLog().isDebugEnabled()) {
    getLog().debug(sm.getString("abstractConnectionHandler.processorCreate", processor));
    }
    }
    -

    也就是 org.apache.coyote.http11.AbstractHttp11Protocol#createProcessor

    -
    @Override
    protected Processor createProcessor() {
    Http11Processor processor = new Http11Processor(this, adapter);
    return processor;
    }
    -

    再往后就是调用 process 方法了,然后它是 Http11Processor 的抽象父类
    org.apache.coyote.AbstractProcessorLight
    会调用 org.apache.coyote.AbstractProcessorLight#process 来处理前面说的 socket
    接着会跑到这

    -
    @Override
    public SocketState process(SocketWrapperBase<?> socketWrapper, SocketEvent status)
    throws IOException {

    SocketState state = SocketState.CLOSED;
    Iterator<DispatchType> dispatches = null;
    do {
    if (dispatches != null) {
    DispatchType nextDispatch = dispatches.next();
    if (getLog().isDebugEnabled()) {
    getLog().debug("Processing dispatch type: [" + nextDispatch + "]");
    }
    state = dispatch(nextDispatch.getSocketStatus());
    if (!dispatches.hasNext()) {
    state = checkForPipelinedData(state, socketWrapper);
    }
    } else if (status == SocketEvent.DISCONNECT) {
    // Do nothing here, just wait for it to get recycled
    } else if (isAsync() || isUpgrade() || state == SocketState.ASYNC_END) {
    state = dispatch(status);
    state = checkForPipelinedData(state, socketWrapper);
    } else if (status == SocketEvent.OPEN_WRITE) {
    // Extra write event likely after async, ignore
    state = SocketState.LONG;
    } else if (status == SocketEvent.OPEN_READ) {
    state = service(socketWrapper);
    -

    接下去就是
    org.apache.coyote.http11.Http11Processor#service
    再就是调用coyote的 service 方法也就是 org.apache.catalina.connector.CoyoteAdapter#service
    这里就会调用到

    -

    connector.getService().getContainer().getPipeline().getFirst().invoke(
    request, response);

    -

    然后进行 valve 串的执行到 org.apache.catalina.core.StandardWrapperValve#invoke
    会调用

    -
    filterChain.doFilter
    (request.getRequest(), response.getResponse());
    -

    就会执行 filter 链
    最后到
    org.apache.catalina.core.ApplicationFilterChain#internalDoFilter

    -
    servlet.service(request, response);
    -

    就到了 DispatcherServlet 处理的流程, 这样就和之前介绍 DispatcherServlet开始的请求处理接上了。

    ]]>
    Java @@ -1915,6 +1946,44 @@

    正常请求回到这
    else if (!processSocket(socketWrapper, SocketEvent.OPEN_READ, true))
    然后调用processSocket 进行处理,

    public boolean processSocket(SocketWrapperBase<S> socketWrapper,
    SocketEvent event, boolean dispatch) {
    try {
    if (socketWrapper == null) {
    return false;
    }
    SocketProcessorBase<S> sc = null;
    if (processorCache != null) {
    sc = processorCache.pop();
    }
    if (sc == null) {
    sc = createSocketProcessor(socketWrapper, event);
    } else {
    sc.reset(socketWrapper, event);
    }
    Executor executor = getExecutor();
    if (dispatch && executor != null) {
    executor.execute(sc);
    } else {
    sc.run();
    }
    } catch (RejectedExecutionException ree) {
    getLog().warn(sm.getString("endpoint.executor.fail", socketWrapper) , ree);
    return false;
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    // This means we got an OOM or similar creating a thread, or that
    // the pool and its queue are full
    getLog().error(sm.getString("endpoint.process.fail"), t);
    return false;
    }
    return true;
    }

    这里就会调用 createSocketProcessor 进行处理了,不过这是下一篇的内容了。

    +]]> + + Java + SpringBoot + Tomcat + + + Java + Tomcat + SpringBoot + +
    + + Tomcat 系列篇三-介绍下 Coyote + /2023/09/24/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E4%B8%89-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Coyote/ + 前面介绍了 connector,这里边还有个很重要的概念是 Coyote,真正将前面的 connector 跟后面的 container 做了连接,
    org.apache.tomcat.util.net.AbstractEndpoint#createSocketProcessor 从这里开始
    然后会调用到 org.apache.tomcat.util.net.NioEndpoint#createSocketProcessor

    +
    @Override
    protected SocketProcessorBase<NioChannel> createSocketProcessor(
    SocketWrapperBase<NioChannel> socketWrapper, SocketEvent event) {
    return new SocketProcessor(socketWrapper, event);
    }
    +

    里面实际的是 new 了
    org.apache.tomcat.util.net.NioEndpoint.SocketProcessor#SocketProcessor

    +
    protected class SocketProcessor extends SocketProcessorBase<NioChannel> {

    public SocketProcessor(SocketWrapperBase<NioChannel> socketWrapper, SocketEvent event) {
    super(socketWrapper, event);
    }

    @Override
    protected void doRun() {
    /*
    * Do not cache and re-use the value of socketWrapper.getSocket() in
    * this method. If the socket closes the value will be updated to
    * CLOSED_NIO_CHANNEL and the previous value potentially re-used for
    * a new connection. That can result in a stale cached value which
    * in turn can result in unintentionally closing currently active
    * connections.
    */
    Poller poller = NioEndpoint.this.poller;
    if (poller == null) {
    socketWrapper.close();
    +

    然后是 org.apache.tomcat.util.net.NioEndpoint.SocketProcessor#doRun 这里开始运行

    +
    protected void doRun() {
    /*
    * Do not cache and re-use the value of socketWrapper.getSocket() in
    * this method. If the socket closes the value will be updated to
    * CLOSED_NIO_CHANNEL and the previous value potentially re-used for
    * a new connection. That can result in a stale cached value which
    * in turn can result in unintentionally closing currently active
    * connections.
    */
    Poller poller = NioEndpoint.this.poller;
    if (poller == null) {
    socketWrapper.close();
    return;
    }

    try {
    int handshake = -1;
    try {
    if (socketWrapper.getSocket().isHandshakeComplete()) {
    // No TLS handshaking required. Let the handler
    // process this socket / event combination.
    handshake = 0;
    } else if (event == SocketEvent.STOP || event == SocketEvent.DISCONNECT ||
    event == SocketEvent.ERROR) {
    // Unable to complete the TLS handshake. Treat it as
    // if the handshake failed.
    handshake = -1;
    } else {
    handshake = socketWrapper.getSocket().handshake(event == SocketEvent.OPEN_READ, event == SocketEvent.OPEN_WRITE);
    // The handshake process reads/writes from/to the
    // socket. status may therefore be OPEN_WRITE once
    // the handshake completes. However, the handshake
    // happens when the socket is opened so the status
    // must always be OPEN_READ after it completes. It
    // is OK to always set this as it is only used if
    // the handshake completes.
    event = SocketEvent.OPEN_READ;
    }
    } catch (IOException x) {
    handshake = -1;
    if (log.isDebugEnabled()) {
    log.debug("Error during SSL handshake",x);
    }
    } catch (CancelledKeyException ckx) {
    handshake = -1;
    }
    if (handshake == 0) {
    SocketState state = SocketState.OPEN;
    // Process the request from this socket
    if (event == null) {
    state = getHandler().process(socketWrapper, SocketEvent.OPEN_READ);
    } else {
    state = getHandler().process(socketWrapper, event);
    }
    if (state == SocketState.CLOSED) {
    poller.cancelledKey(getSelectionKey(), socketWrapper);
    }
    +

    org.apache.coyote.AbstractProtocol.ConnectionHandler#process 这个 getHandler 是哪个呢

    +
    public AbstractHttp11Protocol(AbstractEndpoint<S,?> endpoint) {
    super(endpoint);
    setConnectionTimeout(Constants.DEFAULT_CONNECTION_TIMEOUT);
    ConnectionHandler<S> cHandler = new ConnectionHandler<>(this);
    setHandler(cHandler);
    getEndpoint().setHandler(cHandler);
    }
    +

    上面补充下这个 Handler,帮助后面的理解,而这个 connectionHandler 则是实现了 AbstractEndpoint.Handler

    +
    protected static class ConnectionHandler<S> implements AbstractEndpoint.Handler<S> {

    private final AbstractProtocol<S> proto;
    private final RequestGroupInfo global = new RequestGroupInfo();
    private final AtomicLong registerCount = new AtomicLong(0);
    private final RecycledProcessors recycledProcessors = new RecycledProcessors(this);

    public ConnectionHandler(AbstractProtocol<S> proto) {
    this.proto = proto;
    }

    protected AbstractProtocol<S> getProtocol() {
    return proto;
    }
    +

    然后会继续寻找真实的 Processer

    +
    @Override
    public SocketState process(SocketWrapperBase<S> wrapper, SocketEvent status) {
    if (getLog().isDebugEnabled()) {
    getLog().debug(sm.getString("abstractConnectionHandler.process",
    wrapper.getSocket(), status));
    }
    if (wrapper == null) {
    // Nothing to do. Socket has been closed.
    return SocketState.CLOSED;
    }

    S socket = wrapper.getSocket();

    Processor processor = (Processor) wrapper.getCurrentProcessor();
    if (getLog().isDebugEnabled()) {
    getLog().debug(sm.getString("abstractConnectionHandler.connectionsGet",
    processor, socket));
    }
    // 省略代码
    // 直到这里创建 processor
    if (processor == null) {
    processor = getProtocol().createProcessor();
    register(processor);
    if (getLog().isDebugEnabled()) {
    getLog().debug(sm.getString("abstractConnectionHandler.processorCreate", processor));
    }
    }
    +

    也就是 org.apache.coyote.http11.AbstractHttp11Protocol#createProcessor

    +
    @Override
    protected Processor createProcessor() {
    Http11Processor processor = new Http11Processor(this, adapter);
    return processor;
    }
    +

    再往后就是调用 process 方法了,然后它是 Http11Processor 的抽象父类
    org.apache.coyote.AbstractProcessorLight
    会调用 org.apache.coyote.AbstractProcessorLight#process 来处理前面说的 socket
    接着会跑到这

    +
    @Override
    public SocketState process(SocketWrapperBase<?> socketWrapper, SocketEvent status)
    throws IOException {

    SocketState state = SocketState.CLOSED;
    Iterator<DispatchType> dispatches = null;
    do {
    if (dispatches != null) {
    DispatchType nextDispatch = dispatches.next();
    if (getLog().isDebugEnabled()) {
    getLog().debug("Processing dispatch type: [" + nextDispatch + "]");
    }
    state = dispatch(nextDispatch.getSocketStatus());
    if (!dispatches.hasNext()) {
    state = checkForPipelinedData(state, socketWrapper);
    }
    } else if (status == SocketEvent.DISCONNECT) {
    // Do nothing here, just wait for it to get recycled
    } else if (isAsync() || isUpgrade() || state == SocketState.ASYNC_END) {
    state = dispatch(status);
    state = checkForPipelinedData(state, socketWrapper);
    } else if (status == SocketEvent.OPEN_WRITE) {
    // Extra write event likely after async, ignore
    state = SocketState.LONG;
    } else if (status == SocketEvent.OPEN_READ) {
    state = service(socketWrapper);
    +

    接下去就是
    org.apache.coyote.http11.Http11Processor#service
    再就是调用coyote的 service 方法也就是 org.apache.catalina.connector.CoyoteAdapter#service
    这里就会调用到

    +

    connector.getService().getContainer().getPipeline().getFirst().invoke(
    request, response);

    +

    然后进行 valve 串的执行到 org.apache.catalina.core.StandardWrapperValve#invoke
    会调用

    +
    filterChain.doFilter
    (request.getRequest(), response.getResponse());
    +

    就会执行 filter 链
    最后到
    org.apache.catalina.core.ApplicationFilterChain#internalDoFilter

    +
    servlet.service(request, response);
    +

    就到了 DispatcherServlet 处理的流程, 这样就和之前介绍 DispatcherServlet开始的请求处理接上了。

    ]]>
    Java @@ -1986,29 +2055,28 @@
    - Tomcat 系列篇八-介绍下 Tomcat 里的线程池用处 - /2023/11/05/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%85%AB-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Tomcat-%E9%87%8C%E7%9A%84%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%94%A8%E5%A4%84/ - 线程池在 Tomcat 中也是非常重要的工具,这里我们简单介绍下 Tomcat 中的线程池,在 container 的启动过程中
    org.apache.catalina.core.ContainerBase#initInternal

    -
    @Override
    protected void initInternal() throws LifecycleException {
    reconfigureStartStopExecutor(getStartStopThreads());
    super.initInternal();
    }
    -

    这里先会获取线程数,

    -
    @Override
    public int getStartStopThreads() {
    return startStopThreads;
    }
    -

    默认的 ContainerBase 的设置线程数是 1

    -
    private int startStopThreads = 1;
    -

    那就会按照 org.apache.catalina.core.ContainerBase#reconfigureStartStopExecutor 来设置线程池类型

    -
    private void reconfigureStartStopExecutor(int threads) {
    if (threads == 1) {
    // Use a fake executor
    if (!(startStopExecutor instanceof InlineExecutorService)) {
    startStopExecutor = new InlineExecutorService();
    }
    } else {
    // Delegate utility execution to the Service
    Server server = Container.getService(this).getServer();
    server.setUtilityThreads(threads);
    startStopExecutor = server.getUtilityExecutor();
    }
    }
    -

    此时线程池类型是 null 也就会走到上一个分支中,new 一个 InlineExecutorService 出来
    前面的这些其实是在 StandardEngine 初始化过程中,也就是 initInternal 时候进行的
    然后具体的使用是在 startInternal 开始方法中,

    -
    // Start our child containers, if any
    Container children[] = findChildren();
    List<Future<Void>> results = new ArrayList<>();
    for (Container child : children) {
    results.add(startStopExecutor.submit(new StartChild(child)));
    }
    -

    会获取当前 StandardEngine 的子组件提交给线程池进行启动
    而这个 StartChild 也比较简单

    -
    private static class StartChild implements Callable<Void> {

    private Container child;

    public StartChild(Container child) {
    this.child = child;
    }

    @Override
    public Void call() throws LifecycleException {
    child.start();
    return null;
    }
    }
    -

    就是调用子组件的 start 方法,
    在 org.apache.tomcat.util.threads.InlineExecutorService 的父类,java.util.concurrent.AbstractExecutorService 中先会把 Callable 包装成 FutureTask

    -
    public <T> Future<T> submit(Callable<T> task) {
    if (task == null) throw new NullPointerException();
    RunnableFuture<T> ftask = newTaskFor(task);
    execute(ftask);
    return ftask;
    }
    protected <T> RunnableFuture<T> newTaskFor(Callable<T> callable) {
    return new FutureTask<T>(callable);
    }
    -

    然后进行执行,

    -
    @Override
    public void execute(Runnable command) {
    synchronized (lock) {
    if (shutdown) {
    throw new RejectedExecutionException();
    }
    taskRunning = true;
    }
    command.run();
    synchronized (lock) {
    taskRunning = false;
    if (shutdown) {
    terminated = true;
    lock.notifyAll();
    }
    }
    }
    -

    这个就是我们 startStopExecutor 的主要作用,帮我们启动子组件
    对于 Container 来说启动的就是 host,而其实 host 也是继承了 ContainerBase 的,后面可以再继续介绍下

    -]]>
    - - Java - SpringBoot + Tomcat 系列篇十一-介绍下 Tomcat 里的后台处理和热加载 + /2023/12/10/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%8D%81%E4%B8%80-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Tomcat-%E9%87%8C%E7%9A%84%E5%90%8E%E5%8F%B0%E5%A4%84%E7%90%86%E5%92%8C%E7%83%AD%E5%8A%A0%E8%BD%BD/ + 这部分其实之前在讲线程池的时候也有点带到了, 主要是在这个类里
    org.apache.catalina.core.ContainerBase.ContainerBackgroundProcessor

    +
    protected class ContainerBackgroundProcessor implements Runnable {

    @Override
    public void run() {
    processChildren(ContainerBase.this);
    }

    protected void processChildren(Container container) {
    ClassLoader originalClassLoader = null;

    try {
    if (container instanceof Context) {
    Loader loader = ((Context) container).getLoader();
    // Loader will be null for FailedContext instances
    if (loader == null) {
    return;
    }

    // Ensure background processing for Contexts and Wrappers
    // is performed under the web app's class loader
    originalClassLoader = ((Context) container).bind(false, null);
    }
    // 调用 Container 的 backgroundProcess
    container.backgroundProcess();
    // 然后寻找 children
    Container[] children = container.findChildren();
    for (Container child : children) {
    // 如果 backgroundProcessorDelay <= 0 就调用执行
    // 否则代表这个 Container 有之前第八篇说的 StartChild 这种
    if (child.getBackgroundProcessorDelay() <= 0) {
    processChildren(child);
    }
    }
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    log.error(sm.getString("containerBase.backgroundProcess.error"), t);
    } finally {
    if (container instanceof Context) {
    ((Context) container).unbind(false, originalClassLoader);
    }
    }
    }
    }
    +

    这个触发方式是在 ContainerBase 里的

    +
    protected class ContainerBackgroundProcessorMonitor implements Runnable {
    @Override
    public void run() {
    if (getState().isAvailable()) {
    threadStart();
    }
    }
    }
    + +

    而在这个 threadStart 里

    +
    protected void threadStart() {
    if (backgroundProcessorDelay > 0
    && (getState().isAvailable() || LifecycleState.STARTING_PREP.equals(getState()))
    && (backgroundProcessorFuture == null || backgroundProcessorFuture.isDone())) {
    if (backgroundProcessorFuture != null && backgroundProcessorFuture.isDone()) {
    // There was an error executing the scheduled task, get it and log it
    try {
    backgroundProcessorFuture.get();
    } catch (InterruptedException | ExecutionException e) {
    log.error(sm.getString("containerBase.backgroundProcess.error"), e);
    }
    }
    backgroundProcessorFuture = Container.getService(this).getServer().getUtilityExecutor()
    .scheduleWithFixedDelay(new ContainerBackgroundProcessor(),
    backgroundProcessorDelay, backgroundProcessorDelay,
    TimeUnit.SECONDS);
    }
    }
    +

    就调用了线程池的 scheduleWithFixedDelay 方法提交了这个 ContainerBackgroundProcessor
    仔细看代码会发现,

    +
    public StandardEngine() {

    super();
    pipeline.setBasic(new StandardEngineValve());
    /* Set the jmvRoute using the system property jvmRoute */
    try {
    setJvmRoute(System.getProperty("jvmRoute"));
    } catch(Exception ex) {
    log.warn(sm.getString("standardEngine.jvmRouteFail"));
    }
    // By default, the engine will hold the reloading thread
    backgroundProcessorDelay = 10;

    }
    +

    这个就不用开启后台热加载,而主要的热加载同学应该是
    org.apache.catalina.core.StandardContext#backgroundProcess

    +
    public void backgroundProcess() {

    if (!getState().isAvailable()) {
    return;
    }

    Loader loader = getLoader();
    if (loader != null) {
    try {
    // 这里就用了 loader 的 backgroundProcess
    loader.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.loader", loader), e);
    }
    }
    Manager manager = getManager();
    if (manager != null) {
    try {
    manager.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.manager", manager),
    e);
    }
    }
    WebResourceRoot resources = getResources();
    if (resources != null) {
    try {
    resources.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.resources",
    resources), e);
    }
    }
    InstanceManager instanceManager = getInstanceManager();
    if (instanceManager != null) {
    try {
    instanceManager.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.instanceManager",
    resources), e);
    }
    }
    super.backgroundProcess();
    }
    +

    loader 的后台处理就是

    +
    @Override
    public void backgroundProcess() {
    if (reloadable && modified()) {
    try {
    Thread.currentThread().setContextClassLoader
    (WebappLoader.class.getClassLoader());
    if (context != null) {
    context.reload();
    }
    } finally {
    if (context != null && context.getLoader() != null) {
    Thread.currentThread().setContextClassLoader
    (context.getLoader().getClassLoader());
    }
    }
    }
    }
    +

    然后又会回到 context 的 reload,也就是 StandardContext 的 reload

    +
    @Override
    public synchronized void reload() {

    // Validate our current component state
    if (!getState().isAvailable()) {
    throw new IllegalStateException
    (sm.getString("standardContext.notStarted", getName()));
    }

    if(log.isInfoEnabled()) {
    log.info(sm.getString("standardContext.reloadingStarted",
    getName()));
    }

    // Stop accepting requests temporarily.
    setPaused(true);

    try {
    stop();
    } catch (LifecycleException e) {
    log.error(
    sm.getString("standardContext.stoppingContext", getName()), e);
    }

    try {
    start();
    } catch (LifecycleException e) {
    log.error(
    sm.getString("standardContext.startingContext", getName()), e);
    }

    setPaused(false);

    if(log.isInfoEnabled()) {
    log.info(sm.getString("standardContext.reloadingCompleted",
    getName()));
    }

    }
    +

    这样就是线程池结合后台处理,还是有些复杂的。

    +]]>
    + + Java + SpringBoot Tomcat @@ -2084,63 +2152,6 @@

    就是在 org.apache.catalina.mapper.Mapper#addContextVersion 方法中

    public void addContextVersion(String hostName, Host host, String path,
    String version, Context context, String[] welcomeResources,
    WebResourceRoot resources, Collection<WrapperMappingInfo> wrappers) {

    hostName = renameWildcardHost(hostName);

    MappedHost mappedHost = exactFind(hosts, hostName);
    if (mappedHost == null) {
    addHost(hostName, new String[0], host);
    mappedHost = exactFind(hosts, hostName);
    if (mappedHost == null) {
    log.error(sm.getString("mapper.addContext.noHost", hostName));
    return;
    }
    }
    if (mappedHost.isAlias()) {
    log.error(sm.getString("mapper.addContext.hostIsAlias", hostName));
    return;
    }
    int slashCount = slashCount(path);
    synchronized (mappedHost) {
    ContextVersion newContextVersion = new ContextVersion(version,
    path, slashCount, context, resources, welcomeResources);
    if (wrappers != null) {
    addWrappers(newContextVersion, wrappers);
    }

    大致介绍了下 Mapper 的逻辑

    -]]> - - Java - SpringBoot - Tomcat - - - Java - Tomcat - SpringBoot - -
    - - Tomcat 系列篇十一-介绍下 Tomcat 里的后台处理和热加载 - /2023/12/10/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%8D%81%E4%B8%80-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Tomcat-%E9%87%8C%E7%9A%84%E5%90%8E%E5%8F%B0%E5%A4%84%E7%90%86%E5%92%8C%E7%83%AD%E5%8A%A0%E8%BD%BD/ - 这部分其实之前在讲线程池的时候也有点带到了, 主要是在这个类里
    org.apache.catalina.core.ContainerBase.ContainerBackgroundProcessor

    -
    protected class ContainerBackgroundProcessor implements Runnable {

    @Override
    public void run() {
    processChildren(ContainerBase.this);
    }

    protected void processChildren(Container container) {
    ClassLoader originalClassLoader = null;

    try {
    if (container instanceof Context) {
    Loader loader = ((Context) container).getLoader();
    // Loader will be null for FailedContext instances
    if (loader == null) {
    return;
    }

    // Ensure background processing for Contexts and Wrappers
    // is performed under the web app's class loader
    originalClassLoader = ((Context) container).bind(false, null);
    }
    // 调用 Container 的 backgroundProcess
    container.backgroundProcess();
    // 然后寻找 children
    Container[] children = container.findChildren();
    for (Container child : children) {
    // 如果 backgroundProcessorDelay <= 0 就调用执行
    // 否则代表这个 Container 有之前第八篇说的 StartChild 这种
    if (child.getBackgroundProcessorDelay() <= 0) {
    processChildren(child);
    }
    }
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    log.error(sm.getString("containerBase.backgroundProcess.error"), t);
    } finally {
    if (container instanceof Context) {
    ((Context) container).unbind(false, originalClassLoader);
    }
    }
    }
    }
    -

    这个触发方式是在 ContainerBase 里的

    -
    protected class ContainerBackgroundProcessorMonitor implements Runnable {
    @Override
    public void run() {
    if (getState().isAvailable()) {
    threadStart();
    }
    }
    }
    - -

    而在这个 threadStart 里

    -
    protected void threadStart() {
    if (backgroundProcessorDelay > 0
    && (getState().isAvailable() || LifecycleState.STARTING_PREP.equals(getState()))
    && (backgroundProcessorFuture == null || backgroundProcessorFuture.isDone())) {
    if (backgroundProcessorFuture != null && backgroundProcessorFuture.isDone()) {
    // There was an error executing the scheduled task, get it and log it
    try {
    backgroundProcessorFuture.get();
    } catch (InterruptedException | ExecutionException e) {
    log.error(sm.getString("containerBase.backgroundProcess.error"), e);
    }
    }
    backgroundProcessorFuture = Container.getService(this).getServer().getUtilityExecutor()
    .scheduleWithFixedDelay(new ContainerBackgroundProcessor(),
    backgroundProcessorDelay, backgroundProcessorDelay,
    TimeUnit.SECONDS);
    }
    }
    -

    就调用了线程池的 scheduleWithFixedDelay 方法提交了这个 ContainerBackgroundProcessor
    仔细看代码会发现,

    -
    public StandardEngine() {

    super();
    pipeline.setBasic(new StandardEngineValve());
    /* Set the jmvRoute using the system property jvmRoute */
    try {
    setJvmRoute(System.getProperty("jvmRoute"));
    } catch(Exception ex) {
    log.warn(sm.getString("standardEngine.jvmRouteFail"));
    }
    // By default, the engine will hold the reloading thread
    backgroundProcessorDelay = 10;

    }
    -

    这个就不用开启后台热加载,而主要的热加载同学应该是
    org.apache.catalina.core.StandardContext#backgroundProcess

    -
    public void backgroundProcess() {

    if (!getState().isAvailable()) {
    return;
    }

    Loader loader = getLoader();
    if (loader != null) {
    try {
    // 这里就用了 loader 的 backgroundProcess
    loader.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.loader", loader), e);
    }
    }
    Manager manager = getManager();
    if (manager != null) {
    try {
    manager.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.manager", manager),
    e);
    }
    }
    WebResourceRoot resources = getResources();
    if (resources != null) {
    try {
    resources.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.resources",
    resources), e);
    }
    }
    InstanceManager instanceManager = getInstanceManager();
    if (instanceManager != null) {
    try {
    instanceManager.backgroundProcess();
    } catch (Exception e) {
    log.warn(sm.getString(
    "standardContext.backgroundProcess.instanceManager",
    resources), e);
    }
    }
    super.backgroundProcess();
    }
    -

    loader 的后台处理就是

    -
    @Override
    public void backgroundProcess() {
    if (reloadable && modified()) {
    try {
    Thread.currentThread().setContextClassLoader
    (WebappLoader.class.getClassLoader());
    if (context != null) {
    context.reload();
    }
    } finally {
    if (context != null && context.getLoader() != null) {
    Thread.currentThread().setContextClassLoader
    (context.getLoader().getClassLoader());
    }
    }
    }
    }
    -

    然后又会回到 context 的 reload,也就是 StandardContext 的 reload

    -
    @Override
    public synchronized void reload() {

    // Validate our current component state
    if (!getState().isAvailable()) {
    throw new IllegalStateException
    (sm.getString("standardContext.notStarted", getName()));
    }

    if(log.isInfoEnabled()) {
    log.info(sm.getString("standardContext.reloadingStarted",
    getName()));
    }

    // Stop accepting requests temporarily.
    setPaused(true);

    try {
    stop();
    } catch (LifecycleException e) {
    log.error(
    sm.getString("standardContext.stoppingContext", getName()), e);
    }

    try {
    start();
    } catch (LifecycleException e) {
    log.error(
    sm.getString("standardContext.startingContext", getName()), e);
    }

    setPaused(false);

    if(log.isInfoEnabled()) {
    log.info(sm.getString("standardContext.reloadingCompleted",
    getName()));
    }

    }
    -

    这样就是线程池结合后台处理,还是有些复杂的。

    -]]>
    - - Java - SpringBoot - Tomcat - - - Java - Tomcat - SpringBoot - -
    - - Tomcat 系列篇五-介绍下 Service 启动过程 - /2023/10/07/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%9B%9B-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Service-%E5%90%AF%E5%8A%A8%E8%BF%87%E7%A8%8B/ - 这里开始介绍下 Service 的启动过程,Tomcat 的启动过程中

    -
    public void start() throws LifecycleException {
    getServer();
    server.start();
    }
    -

    getServer之前讲到过

    -
    public Server getServer() {

    if (server != null) {
    return server;
    }

    System.setProperty("catalina.useNaming", "false");

    server = new StandardServer();

    initBaseDir();

    // Set configuration source
    ConfigFileLoader.setSource(new CatalinaBaseConfigurationSource(new File(basedir), null));

    server.setPort( -1 );

    Service service = new StandardService();
    service.setName("Tomcat");
    server.addService(service);
    return server;
    }
    -

    会 new 一个StandardService,添加到 server 里,然后进行启动
    而这个外面的 server.start 其实调用的是 org.apache.catalina.Lifecycle#start,
    里面是一个 Lifecycle 的接口,这个接口被很多 Tomcat 的组件实现,其实都共用了 Lifecycle 的机制
    然后 Lifecycle 里面会根据状态,调用实际的实现层的 startInternal 方法

    -
    @Override
    protected void startInternal() throws LifecycleException {

    if(log.isInfoEnabled()) {
    log.info(sm.getString("standardService.start.name", this.name));
    }
    setState(LifecycleState.STARTING);

    // Start our defined Container first
    if (engine != null) {
    synchronized (engine) {
    engine.start();
    }
    }

    synchronized (executors) {
    for (Executor executor: executors) {
    executor.start();
    }
    }

    mapperListener.start();

    // Start our defined Connectors second
    synchronized (connectorsLock) {
    for (Connector connector: connectors) {
    // If it has already failed, don't try and start it
    if (connector.getState() != LifecycleState.FAILED) {
    connector.start();
    }
    }
    }
    }
    -

    这里会先设置状态,这个状态也有点东西,可以后面再讲,因为里面有个状态事件的触发
    然后是启动 Engine,也就是 container,在这里就是 StandardEngine,先不深入去讲里面做了啥,后面讲 StandardEngine 的启动过程会讲,然后是启动线程池了,对于 StandardService 是没有线程池要启动的,或者是 springboot 集成的这个 Tomcat 中不需要,接着就是 mapperListener 的启动,这里其实是给 container 这种添加 listener,用来监听事件,做处理
    然后就是启动 connector,connector 的启动就是之前说的,里面会启动 protocolHandler,这里还是一样的通过 Lifecycle 的接口,再通过 Lifecycle 的模板方法调用实际的 connector 实现 startInternal 方法,这也是 Tomcat 的一大特点,关于 Tomcat 也是个很大的课题,后面可能还会调整下组织结构,对新同学更友好一点。
    值得注意的还有两个
    第一个是添加 connector,先是锁一下,设置 connector 的 Service,然后 connectors 是个数组,这里进行了重新申请一个数组,然后进行拷贝,再把新添加的放到数组最后,

    -
    @Override
    public void addConnector(Connector connector) {

    synchronized (connectorsLock) {
    connector.setService(this);
    Connector results[] = new Connector[connectors.length + 1];
    System.arraycopy(connectors, 0, results, 0, connectors.length);
    results[connectors.length] = connector;
    connectors = results;
    }

    try {
    if (getState().isAvailable()) {
    connector.start();
    }
    } catch (LifecycleException e) {
    throw new IllegalArgumentException(
    sm.getString("standardService.connector.startFailed", connector), e);
    }

    // Report this property change to interested listeners
    support.firePropertyChange("connector", null, connector);
    }
    -

    然后是判断当前的状态是否可用,如果可用就启动 connector, 最后触发下 connector 的变更事件
    还有一个是设置Engine,

    -

    @Override
    public void setContainer(Engine engine) {
    Engine oldEngine = this.engine;
    if (oldEngine != null) {
    oldEngine.setService(null);
    }
    this.engine = engine;
    if (this.engine != null) {
    this.engine.setService(this);
    }
    if (getState().isAvailable()) {
    if (this.engine != null) {
    try {
    this.engine.start();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.engine.startFailed"), e);
    }
    }
    // Restart MapperListener to pick up new engine.
    try {
    mapperListener.stop();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.mapperListener.stopFailed"), e);
    }
    try {
    mapperListener.start();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.mapperListener.startFailed"), e);
    }
    if (oldEngine != null) {
    try {
    oldEngine.stop();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.engine.stopFailed"), e);
    }
    }
    }

    // Report this property change to interested listeners
    support.firePropertyChange("container", oldEngine, this.engine);
    }
    -

    前面两步是把第一个的 engine 的 service 设置为 null,然后第二个 engine 也就是新的这个的 service 设置成当前的 service,然后也是判断状态,启动 engine,接着是重启 mapperListener,先关闭再启动,最后是关闭老的 engine,最后的最后就是触发 container 变更事件。

    ]]>
    Java @@ -2211,47 +2222,51 @@
    - two sum - /2015/01/14/Two-Sum/ - problem

    Given an array of integers, find two numbers such that they add up to a specific target number.

    -

    The function twoSum should return indices of the two numbers such that they add up to the target, where index1 must be less than index2. Please note that your returned answers (both index1 and index2) are not zero-based.

    - -

    You may assume that each input would have exactly one solution.

    -

    Input: numbers={2, 7, 11, 15}, target=9
    Output: index1=1, index2=2

    -

    code

    struct Node
    {
    int num, pos;
    };
    bool cmp(Node a, Node b)
    {
    return a.num < b.num;
    }
    class Solution {
    public:
    vector<int> twoSum(vector<int> &numbers, int target) {
    // Start typing your C/C++ solution below
    // DO NOT write int main() function
    vector<int> result;
    vector<Node> array;
    for (int i = 0; i < numbers.size(); i++)
    {
    Node temp;
    temp.num = numbers[i];
    temp.pos = i;
    array.push_back(temp);
    }

    sort(array.begin(), array.end(), cmp);
    for (int i = 0, j = array.size() - 1; i != j;)
    {
    int sum = array[i].num + array[j].num;
    if (sum == target)
    {
    if (array[i].pos < array[j].pos)
    {
    result.push_back(array[i].pos + 1);
    result.push_back(array[j].pos + 1);
    } else
    {
    result.push_back(array[j].pos + 1);
    result.push_back(array[i].pos + 1);
    }
    break;
    } else if (sum < target)
    {
    i++;
    } else if (sum > target)
    {
    j--;
    }
    }
    return result;
    }
    };
    - -

    Analysis

    sort the array, then test from head and end, until catch the right answer

    + Tomcat 系列篇五-介绍下 Service 启动过程 + /2023/10/07/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%9B%9B-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Service-%E5%90%AF%E5%8A%A8%E8%BF%87%E7%A8%8B/ + 这里开始介绍下 Service 的启动过程,Tomcat 的启动过程中

    +
    public void start() throws LifecycleException {
    getServer();
    server.start();
    }
    +

    getServer之前讲到过

    +
    public Server getServer() {

    if (server != null) {
    return server;
    }

    System.setProperty("catalina.useNaming", "false");

    server = new StandardServer();

    initBaseDir();

    // Set configuration source
    ConfigFileLoader.setSource(new CatalinaBaseConfigurationSource(new File(basedir), null));

    server.setPort( -1 );

    Service service = new StandardService();
    service.setName("Tomcat");
    server.addService(service);
    return server;
    }
    +

    会 new 一个StandardService,添加到 server 里,然后进行启动
    而这个外面的 server.start 其实调用的是 org.apache.catalina.Lifecycle#start,
    里面是一个 Lifecycle 的接口,这个接口被很多 Tomcat 的组件实现,其实都共用了 Lifecycle 的机制
    然后 Lifecycle 里面会根据状态,调用实际的实现层的 startInternal 方法

    +
    @Override
    protected void startInternal() throws LifecycleException {

    if(log.isInfoEnabled()) {
    log.info(sm.getString("standardService.start.name", this.name));
    }
    setState(LifecycleState.STARTING);

    // Start our defined Container first
    if (engine != null) {
    synchronized (engine) {
    engine.start();
    }
    }

    synchronized (executors) {
    for (Executor executor: executors) {
    executor.start();
    }
    }

    mapperListener.start();

    // Start our defined Connectors second
    synchronized (connectorsLock) {
    for (Connector connector: connectors) {
    // If it has already failed, don't try and start it
    if (connector.getState() != LifecycleState.FAILED) {
    connector.start();
    }
    }
    }
    }
    +

    这里会先设置状态,这个状态也有点东西,可以后面再讲,因为里面有个状态事件的触发
    然后是启动 Engine,也就是 container,在这里就是 StandardEngine,先不深入去讲里面做了啥,后面讲 StandardEngine 的启动过程会讲,然后是启动线程池了,对于 StandardService 是没有线程池要启动的,或者是 springboot 集成的这个 Tomcat 中不需要,接着就是 mapperListener 的启动,这里其实是给 container 这种添加 listener,用来监听事件,做处理
    然后就是启动 connector,connector 的启动就是之前说的,里面会启动 protocolHandler,这里还是一样的通过 Lifecycle 的接口,再通过 Lifecycle 的模板方法调用实际的 connector 实现 startInternal 方法,这也是 Tomcat 的一大特点,关于 Tomcat 也是个很大的课题,后面可能还会调整下组织结构,对新同学更友好一点。
    值得注意的还有两个
    第一个是添加 connector,先是锁一下,设置 connector 的 Service,然后 connectors 是个数组,这里进行了重新申请一个数组,然后进行拷贝,再把新添加的放到数组最后,

    +
    @Override
    public void addConnector(Connector connector) {

    synchronized (connectorsLock) {
    connector.setService(this);
    Connector results[] = new Connector[connectors.length + 1];
    System.arraycopy(connectors, 0, results, 0, connectors.length);
    results[connectors.length] = connector;
    connectors = results;
    }

    try {
    if (getState().isAvailable()) {
    connector.start();
    }
    } catch (LifecycleException e) {
    throw new IllegalArgumentException(
    sm.getString("standardService.connector.startFailed", connector), e);
    }

    // Report this property change to interested listeners
    support.firePropertyChange("connector", null, connector);
    }
    +

    然后是判断当前的状态是否可用,如果可用就启动 connector, 最后触发下 connector 的变更事件
    还有一个是设置Engine,

    +

    @Override
    public void setContainer(Engine engine) {
    Engine oldEngine = this.engine;
    if (oldEngine != null) {
    oldEngine.setService(null);
    }
    this.engine = engine;
    if (this.engine != null) {
    this.engine.setService(this);
    }
    if (getState().isAvailable()) {
    if (this.engine != null) {
    try {
    this.engine.start();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.engine.startFailed"), e);
    }
    }
    // Restart MapperListener to pick up new engine.
    try {
    mapperListener.stop();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.mapperListener.stopFailed"), e);
    }
    try {
    mapperListener.start();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.mapperListener.startFailed"), e);
    }
    if (oldEngine != null) {
    try {
    oldEngine.stop();
    } catch (LifecycleException e) {
    log.error(sm.getString("standardService.engine.stopFailed"), e);
    }
    }
    }

    // Report this property change to interested listeners
    support.firePropertyChange("container", oldEngine, this.engine);
    }
    +

    前面两步是把第一个的 engine 的 service 设置为 null,然后第二个 engine 也就是新的这个的 service 设置成当前的 service,然后也是判断状态,启动 engine,接着是重启 mapperListener,先关闭再启动,最后是关闭老的 engine,最后的最后就是触发 container 变更事件。

    ]]>
    - leetcode + Java + SpringBoot + Tomcat - leetcode - c++ + Java + Tomcat + SpringBoot
    - Tomcat 系列篇四-介绍下 Valve 架构 - /2023/10/01/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%9B%9B-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Valve-%E6%9E%B6%E6%9E%84/ - valve 是 Tomcat 架构中比较重要的一个组成部分,
    之前说到

    -
    connector.getService().getContainer().getPipeline().getFirst().invoke(
    request, response);
    -

    这段代码是通过 CoyoteAdapter 将请求处理往 container 传,这里就有个 pipeline 机制,这个 pipeline 可以看一下接口

    -
    public interface Pipeline extends Contained {

    public Valve getBasic();

    public void setBasic(Valve valve);

    public void addValve(Valve valve);

    public Valve[] getValves();

    public void removeValve(Valve valve);

    public Valve getFirst();

    public boolean isAsyncSupported();

    public void findNonAsyncValves(Set<String> result);
    }
    -

    这里可以往 pipeline 里添加 valve,然后看下 valve 的接口

    -
    public interface Valve {

    public Valve getNext();

    public void setNext(Valve valve);

    public void backgroundProcess();

    public void invoke(Request request, Response response)
    throws IOException, ServletException;


    public boolean isAsyncSupported();
    }
    -

    这里主要看的就是 getNext 跟 setNext,就变成了一个有序的 pipeline,然后就是 invoke 方法,其实 pipeline 是由两部分组成,valve 在其中起到了前后衔接的重要作用,而且可以再 invoke 中进一步串联调用

    图中我们可以看到,对于 container 这个 pipeline,是没设置 first 的,只有 basic,basic 就是个兜底的 valve,在 StandardPipeline 中的 getFirst 实现

    -
    @Override
    public Valve getFirst() {
    if (first != null) {
    return first;
    }

    return basic;
    }
    -

    取不到 first 就降级到 basic,也就是这里的 StandardEngineValve
    它的 invoke 我们来看下

    -
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Select the Host to be used for this Request
    Host host = request.getHost();
    if (host == null) {
    // HTTP 0.9 or HTTP 1.0 request without a host when no default host
    // is defined.
    // Don't overwrite an existing error
    if (!response.isError()) {
    response.sendError(404);
    }
    return;
    }
    if (request.isAsyncSupported()) {
    request.setAsyncSupported(host.getPipeline().isAsyncSupported());
    }

    // Ask this Host to process this request
    host.getPipeline().getFirst().invoke(request, response);
    }
    -

    比较简单,就是调用 host 中的 pipeline 里的第一个 valve 来处理

    第一个是 org.apache.catalina.valves.ErrorReportValve,
    这里处理的其实是先调用了 next

    -
    @Override
    public void invoke(Request request, Response response) throws IOException, ServletException {

    // Perform the request
    getNext().invoke(request, response);

    if (response.isCommitted()) {
    if (response.setErrorReported()) {
    // Error wasn't previously reported but we can't write an error
    // page because the response has already been committed.

    // See if IO is allowed
    AtomicBoolean ioAllowed = new AtomicBoolean(true);
    response.getCoyoteResponse().action(ActionCode.IS_IO_ALLOWED, ioAllowed);

    if (ioAllowed.get()) {
    // I/O is currently still allowed. Flush any data that is
    // still to be written to the client.
    try {
    response.flushBuffer();
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    }
    // Now close immediately to signal to the client that
    // something went wrong
    response.getCoyoteResponse().action(ActionCode.CLOSE_NOW,
    request.getAttribute(RequestDispatcher.ERROR_EXCEPTION));
    }
    }
    return;
    }

    Throwable throwable = (Throwable) request.getAttribute(RequestDispatcher.ERROR_EXCEPTION);

    // If an async request is in progress and is not going to end once this
    // container thread finishes, do not process any error page here.
    if (request.isAsync() && !request.isAsyncCompleting()) {
    return;
    }

    if (throwable != null && !response.isError()) {
    // Make sure that the necessary methods have been called on the
    // response. (It is possible a component may just have set the
    // Throwable. Tomcat won't do that but other components might.)
    // These are safe to call at this point as we know that the response
    // has not been committed.
    response.reset();
    response.sendError(HttpServletResponse.SC_INTERNAL_SERVER_ERROR);
    }

    // One way or another, response.sendError() will have been called before
    // execution reaches this point and suspended the response. Need to
    // reverse that so this valve can write to the response.
    response.setSuspended(false);

    try {
    report(request, response, throwable);
    } catch (Throwable tt) {
    ExceptionUtils.handleThrowable(tt);
    }
    }
    -

    虽然是放在 first,实际是先调用 next 的 invoke,也就是 org.apache.catalina.core.StandardHostValve 的invoke 方法

    -
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Select the Context to be used for this Request
    Context context = request.getContext();
    if (context == null) {
    // Don't overwrite an existing error
    if (!response.isError()) {
    response.sendError(404);
    }
    return;
    }

    if (request.isAsyncSupported()) {
    request.setAsyncSupported(context.getPipeline().isAsyncSupported());
    }

    boolean asyncAtStart = request.isAsync();

    try {
    context.bind(Globals.IS_SECURITY_ENABLED, MY_CLASSLOADER);

    if (!asyncAtStart && !context.fireRequestInitEvent(request.getRequest())) {
    // Don't fire listeners during async processing (the listener
    // fired for the request that called startAsync()).
    // If a request init listener throws an exception, the request
    // is aborted.
    return;
    }

    // Ask this Context to process this request. Requests that are
    // already in error must have been routed here to check for
    // application defined error pages so DO NOT forward them to the the
    // application for processing.
    try {
    if (!response.isErrorReportRequired()) {
    // 交给 context 去处理请求了
    context.getPipeline().getFirst().invoke(request, response);
    }
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    container.getLogger().error("Exception Processing " + request.getRequestURI(), t);
    // If a new error occurred while trying to report a previous
    // error allow the original error to be reported.
    if (!response.isErrorReportRequired()) {
    request.setAttribute(RequestDispatcher.ERROR_EXCEPTION, t);
    throwable(request, response, t);
    }
    }

    // Now that the request/response pair is back under container
    // control lift the suspension so that the error handling can
    // complete and/or the container can flush any remaining data
    response.setSuspended(false);

    Throwable t = (Throwable) request.getAttribute(RequestDispatcher.ERROR_EXCEPTION);

    // Protect against NPEs if the context was destroyed during a
    // long running request.
    if (!context.getState().isAvailable()) {
    return;
    }

    // Look for (and render if found) an application level error page
    if (response.isErrorReportRequired()) {
    // If an error has occurred that prevents further I/O, don't waste time
    // producing an error report that will never be read
    AtomicBoolean result = new AtomicBoolean(false);
    response.getCoyoteResponse().action(ActionCode.IS_IO_ALLOWED, result);
    if (result.get()) {
    if (t != null) {
    throwable(request, response, t);
    } else {
    status(request, response);
    }
    }
    }

    if (!request.isAsync() && !asyncAtStart) {
    context.fireRequestDestroyEvent(request.getRequest());
    }
    } finally {
    // Access a session (if present) to update last accessed time, based
    // on a strict interpretation of the specification
    if (ACCESS_SESSION) {
    request.getSession(false);
    }

    context.unbind(Globals.IS_SECURITY_ENABLED, MY_CLASSLOADER);
    }
    }
    -

    这里的往下就是调用 context 的 pipeline 去处理请求了, StandardContext 的 pipeline 里的 first 是
    org.apache.catalina.authenticator.NonLoginAuthenticator,处理认证相关的,然后 basic 就是
    org.apache.catalina.core.StandardContextValve, 这里的来看下

    -
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Disallow any direct access to resources under WEB-INF or META-INF
    MessageBytes requestPathMB = request.getRequestPathMB();
    if ((requestPathMB.startsWithIgnoreCase("/META-INF/", 0))
    || (requestPathMB.equalsIgnoreCase("/META-INF"))
    || (requestPathMB.startsWithIgnoreCase("/WEB-INF/", 0))
    || (requestPathMB.equalsIgnoreCase("/WEB-INF"))) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND);
    return;
    }

    // Select the Wrapper to be used for this Request
    Wrapper wrapper = request.getWrapper();
    if (wrapper == null || wrapper.isUnavailable()) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND);
    return;
    }

    // Acknowledge the request
    try {
    response.sendAcknowledgement(ContinueResponseTiming.IMMEDIATELY);
    } catch (IOException ioe) {
    container.getLogger().error(sm.getString(
    "standardContextValve.acknowledgeException"), ioe);
    request.setAttribute(RequestDispatcher.ERROR_EXCEPTION, ioe);
    response.sendError(HttpServletResponse.SC_INTERNAL_SERVER_ERROR);
    return;
    }

    if (request.isAsyncSupported()) {
    request.setAsyncSupported(wrapper.getPipeline().isAsyncSupported());
    }
    wrapper.getPipeline().getFirst().invoke(request, response);
    }
    -

    会调用 wrapper 的 pipeline 去处理请求,这里也只有一个
    org.apache.catalina.core.StandardWrapperValve
    这部分的逻辑比较长,因为要串联后面的 filter 流程

    -
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Initialize local variables we may need
    boolean unavailable = false;
    Throwable throwable = null;
    // This should be a Request attribute...
    long t1=System.currentTimeMillis();
    requestCount.incrementAndGet();
    StandardWrapper wrapper = (StandardWrapper) getContainer();
    Servlet servlet = null;
    Context context = (Context) wrapper.getParent();

    // Check for the application being marked unavailable
    if (!context.getState().isAvailable()) {
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardContext.isUnavailable"));
    unavailable = true;
    }

    // Check for the servlet being marked unavailable
    if (!unavailable && wrapper.isUnavailable()) {
    container.getLogger().info(sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    long available = wrapper.getAvailable();
    if ((available > 0L) && (available < Long.MAX_VALUE)) {
    response.setDateHeader("Retry-After", available);
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    } else if (available == Long.MAX_VALUE) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND,
    sm.getString("standardWrapper.notFound",
    wrapper.getName()));
    }
    unavailable = true;
    }

    // Allocate a servlet instance to process this request
    try {
    if (!unavailable) {
    servlet = wrapper.allocate();
    }
    } catch (UnavailableException e) {
    container.getLogger().error(
    sm.getString("standardWrapper.allocateException",
    wrapper.getName()), e);
    long available = wrapper.getAvailable();
    if ((available > 0L) && (available < Long.MAX_VALUE)) {
    response.setDateHeader("Retry-After", available);
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    } else if (available == Long.MAX_VALUE) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND,
    sm.getString("standardWrapper.notFound",
    wrapper.getName()));
    }
    } catch (ServletException e) {
    container.getLogger().error(sm.getString("standardWrapper.allocateException",
    wrapper.getName()), StandardWrapper.getRootCause(e));
    throwable = e;
    exception(request, response, e);
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString("standardWrapper.allocateException",
    wrapper.getName()), e);
    throwable = e;
    exception(request, response, e);
    servlet = null;
    }

    MessageBytes requestPathMB = request.getRequestPathMB();
    DispatcherType dispatcherType = DispatcherType.REQUEST;
    if (request.getDispatcherType()==DispatcherType.ASYNC) {
    dispatcherType = DispatcherType.ASYNC;
    }
    request.setAttribute(Globals.DISPATCHER_TYPE_ATTR,dispatcherType);
    request.setAttribute(Globals.DISPATCHER_REQUEST_PATH_ATTR,
    requestPathMB);
    // Create the filter chain for this request
    ApplicationFilterChain filterChain =
    ApplicationFilterFactory.createFilterChain(request, wrapper, servlet);

    // Call the filter chain for this request
    // NOTE: This also calls the servlet's service() method
    Container container = this.container;
    try {
    if ((servlet != null) && (filterChain != null)) {
    // Swallow output if needed
    if (context.getSwallowOutput()) {
    try {
    SystemLogHandler.startCapture();
    if (request.isAsyncDispatching()) {
    request.getAsyncContextInternal().doInternalDispatch();
    } else {
    filterChain.doFilter(request.getRequest(),
    response.getResponse());
    }
    } finally {
    String log = SystemLogHandler.stopCapture();
    if (log != null && log.length() > 0) {
    context.getLogger().info(log);
    }
    }
    } else {
    if (request.isAsyncDispatching()) {
    request.getAsyncContextInternal().doInternalDispatch();
    } else {
    filterChain.doFilter
    (request.getRequest(), response.getResponse());
    }
    }

    }
    } catch (ClientAbortException | CloseNowException e) {
    if (container.getLogger().isDebugEnabled()) {
    container.getLogger().debug(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    }
    throwable = e;
    exception(request, response, e);
    } catch (IOException e) {
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    throwable = e;
    exception(request, response, e);
    } catch (UnavailableException e) {
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    // throwable = e;
    // exception(request, response, e);
    wrapper.unavailable(e);
    long available = wrapper.getAvailable();
    if ((available > 0L) && (available < Long.MAX_VALUE)) {
    response.setDateHeader("Retry-After", available);
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    } else if (available == Long.MAX_VALUE) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND,
    sm.getString("standardWrapper.notFound",
    wrapper.getName()));
    }
    // Do not save exception in 'throwable', because we
    // do not want to do exception(request, response, e) processing
    } catch (ServletException e) {
    Throwable rootCause = StandardWrapper.getRootCause(e);
    if (!(rootCause instanceof ClientAbortException)) {
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceExceptionRoot",
    wrapper.getName(), context.getName(), e.getMessage()),
    rootCause);
    }
    throwable = e;
    exception(request, response, e);
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    throwable = e;
    exception(request, response, e);
    } finally {
    // Release the filter chain (if any) for this request
    if (filterChain != null) {
    filterChain.release();
    }

    // Deallocate the allocated servlet instance
    try {
    if (servlet != null) {
    wrapper.deallocate(servlet);
    }
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString("standardWrapper.deallocateException",
    wrapper.getName()), e);
    if (throwable == null) {
    throwable = e;
    exception(request, response, e);
    }
    }

    // If this servlet has been marked permanently unavailable,
    // unload it and release this instance
    try {
    if ((servlet != null) &&
    (wrapper.getAvailable() == Long.MAX_VALUE)) {
    wrapper.unload();
    }
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString("standardWrapper.unloadException",
    wrapper.getName()), e);
    if (throwable == null) {
    exception(request, response, e);
    }
    }
    long t2=System.currentTimeMillis();

    long time=t2-t1;
    processingTime += time;
    if( time > maxTime) {
    maxTime=time;
    }
    if( time < minTime) {
    minTime=time;
    }
    }
    }
    -

    这里就会创建 ApplicationFilterChain 然后进行
    filterChain.doFilter(request.getRequest(), response.getResponse());
    doFilter 处理

    + Tomcat 系列篇八-介绍下 Tomcat 里的线程池用处 + /2023/11/05/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%85%AB-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Tomcat-%E9%87%8C%E7%9A%84%E7%BA%BF%E7%A8%8B%E6%B1%A0%E7%94%A8%E5%A4%84/ + 线程池在 Tomcat 中也是非常重要的工具,这里我们简单介绍下 Tomcat 中的线程池,在 container 的启动过程中
    org.apache.catalina.core.ContainerBase#initInternal

    +
    @Override
    protected void initInternal() throws LifecycleException {
    reconfigureStartStopExecutor(getStartStopThreads());
    super.initInternal();
    }
    +

    这里先会获取线程数,

    +
    @Override
    public int getStartStopThreads() {
    return startStopThreads;
    }
    +

    默认的 ContainerBase 的设置线程数是 1

    +
    private int startStopThreads = 1;
    +

    那就会按照 org.apache.catalina.core.ContainerBase#reconfigureStartStopExecutor 来设置线程池类型

    +
    private void reconfigureStartStopExecutor(int threads) {
    if (threads == 1) {
    // Use a fake executor
    if (!(startStopExecutor instanceof InlineExecutorService)) {
    startStopExecutor = new InlineExecutorService();
    }
    } else {
    // Delegate utility execution to the Service
    Server server = Container.getService(this).getServer();
    server.setUtilityThreads(threads);
    startStopExecutor = server.getUtilityExecutor();
    }
    }
    +

    此时线程池类型是 null 也就会走到上一个分支中,new 一个 InlineExecutorService 出来
    前面的这些其实是在 StandardEngine 初始化过程中,也就是 initInternal 时候进行的
    然后具体的使用是在 startInternal 开始方法中,

    +
    // Start our child containers, if any
    Container children[] = findChildren();
    List<Future<Void>> results = new ArrayList<>();
    for (Container child : children) {
    results.add(startStopExecutor.submit(new StartChild(child)));
    }
    +

    会获取当前 StandardEngine 的子组件提交给线程池进行启动
    而这个 StartChild 也比较简单

    +
    private static class StartChild implements Callable<Void> {

    private Container child;

    public StartChild(Container child) {
    this.child = child;
    }

    @Override
    public Void call() throws LifecycleException {
    child.start();
    return null;
    }
    }
    +

    就是调用子组件的 start 方法,
    在 org.apache.tomcat.util.threads.InlineExecutorService 的父类,java.util.concurrent.AbstractExecutorService 中先会把 Callable 包装成 FutureTask

    +
    public <T> Future<T> submit(Callable<T> task) {
    if (task == null) throw new NullPointerException();
    RunnableFuture<T> ftask = newTaskFor(task);
    execute(ftask);
    return ftask;
    }
    protected <T> RunnableFuture<T> newTaskFor(Callable<T> callable) {
    return new FutureTask<T>(callable);
    }
    +

    然后进行执行,

    +
    @Override
    public void execute(Runnable command) {
    synchronized (lock) {
    if (shutdown) {
    throw new RejectedExecutionException();
    }
    taskRunning = true;
    }
    command.run();
    synchronized (lock) {
    taskRunning = false;
    if (shutdown) {
    terminated = true;
    lock.notifyAll();
    }
    }
    }
    +

    这个就是我们 startStopExecutor 的主要作用,帮我们启动子组件
    对于 Container 来说启动的就是 host,而其实 host 也是继承了 ContainerBase 的,后面可以再继续介绍下

    ]]>
    Java @@ -2265,27 +2280,23 @@
    - Leetcode 25 Reverse Nodes in k-Group 题解分析 - /2020/08/16/Leetcode-25-Reverse-Nodes-in-k-Group-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90-1/ - Given a linked list, reverse the nodes of a linked list k at a time and return its modified list.

    -

    k is a positive integer and is less than or equal to the length of the linked list. If the number of nodes is not a multiple of k then left-out nodes in the end should remain as it is.

    -

    Example:

    Given this linked list: 1->2->3->4->5

    -

    For k = 2, you should return: 2->1->4->3->5

    -

    For k = 3, you should return: 3->2->1->4->5

    -

    Note:

      -
    • Only constant extra memory is allowed.
    • -
    • You may not alter the values in the list’s nodes, only nodes itself may be changed.
    • -
    -

    这个题也算是经典中的经典了,各种算法题中的保留曲目,可能不全一样,不过反正都是逆转,这个算是比较难度大的,普通的应该就是整个链表反转,或者只对一个链表中的 m 到 n 位做翻转,这里是 k 个一组做翻转,其实这道题比较难的点是两个,一个是想清楚怎么处理,一个是代码的处理
    简单来看下

    -
    public ListNode reverseKGroup(ListNode head, int k) {
    if (k <= 1) {
    return head;
    }
    if (head == null) {
    return null;
    }
    ListNode tempEnd = head;
    ListNode tempHead = head;
    ListNode lastHead = null;
    boolean isHeadSet = false;
    while (true) {
    // k 个一组获取头尾
    for (int i = 0; i < k - 1; i++) {
    System.out.println(tempEnd.val);
    if (tempEnd.next != null) {
    tempEnd = tempEnd.next;
    } else {
    tempEnd = null;
    break;
    }
    }
    if (tempEnd != null) {
    if (!isHeadSet) {
    // 只有在第一组返回的时候需要赋值给 head
    head = reverse(null, tempHead, tempEnd);
    isHeadSet = !isHeadSet;
    } else {
    // 后面的需要将前一组的尾巴传进去,作为后一组头
    reverse(lastHead, tempHead, tempEnd);
    }
    if (tempHead.next != null) {
    // 如果后续节点还有
    lastHead = tempHead;
    tempEnd = tempHead.next;
    tempHead = tempHead.next;
    } else {
    break;
    }
    } else {
    break;
    }
    }

    return head;
    }
    public ListNode reverse(ListNode lastHead, ListNode tempHead, ListNode tempEnd) {
    // k 个一组的头尾传进来
    ListNode tail = null;
    while (tail != tempEnd) {
    // tail 表示是将头往后换时,把后面那个先拿着
    tail = tempHead.next;
    // 然后就是交换
    tempHead.next = tempEnd.next;
    tempEnd.next = tempHead;
    tempHead = tail;
    }
    if (lastHead !=null) {
    // 如果不是第一组,则需要接上前一组的尾巴
    lastHead.next = tail;
    }
    return tail;
    }
    ]]>
    + two sum + /2015/01/14/Two-Sum/ + problem

    Given an array of integers, find two numbers such that they add up to a specific target number.

    +

    The function twoSum should return indices of the two numbers such that they add up to the target, where index1 must be less than index2. Please note that your returned answers (both index1 and index2) are not zero-based.

    + +

    You may assume that each input would have exactly one solution.

    +

    Input: numbers={2, 7, 11, 15}, target=9
    Output: index1=1, index2=2

    +

    code

    struct Node
    {
    int num, pos;
    };
    bool cmp(Node a, Node b)
    {
    return a.num < b.num;
    }
    class Solution {
    public:
    vector<int> twoSum(vector<int> &numbers, int target) {
    // Start typing your C/C++ solution below
    // DO NOT write int main() function
    vector<int> result;
    vector<Node> array;
    for (int i = 0; i < numbers.size(); i++)
    {
    Node temp;
    temp.num = numbers[i];
    temp.pos = i;
    array.push_back(temp);
    }

    sort(array.begin(), array.end(), cmp);
    for (int i = 0, j = array.size() - 1; i != j;)
    {
    int sum = array[i].num + array[j].num;
    if (sum == target)
    {
    if (array[i].pos < array[j].pos)
    {
    result.push_back(array[i].pos + 1);
    result.push_back(array[j].pos + 1);
    } else
    {
    result.push_back(array[j].pos + 1);
    result.push_back(array[i].pos + 1);
    }
    break;
    } else if (sum < target)
    {
    i++;
    } else if (sum > target)
    {
    j--;
    }
    }
    return result;
    }
    };
    + +

    Analysis

    sort the array, then test from head and end, until catch the right answer

    +]]>
    - Java leetcode - java leetcode - 题解 + c++
    @@ -2343,41 +2354,6 @@ c++ - - Leetcode 25 Reverse Nodes in k-Group 题解分析-再解分析 - /2024/01/21/Leetcode-25-Reverse-Nodes-in-k-Group-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 上一次主要是给了一个解题方案,没有具体讲解,这次又做到了就来看下几种方案,链表转置一直是我比较疑惑的问题,特别是边界处理,而这个问题要把难度加大了
    我先讲一下我一开始的思路和解题方法,首先就是写一个转置方法,就处理 k 个一组的内部转置,然后外部循环处理分组以及前后连接等问题,但是这里就涉及到一个问题,就是前后连接的话对于整个链表头,也就是第一个 k 元素组来说,头是个空的,就需要额外处理,一开始就是用判空做额外处理,然后在前后连接的时候也有一些困扰,看了自己的代码库发现其实之前也做过,而且发现这个思路跟以前做的还是一样的,只不过在处理 k 个元素内部的转置的时候有了点差异

    一开始的思路是这样的,想了下其实还是比较有问题,从处理难度上来说,在 k 组内处理的时候一开始 A 节点会是悬空的,然后得处理到组内最后一个元素的时候再接上,逻辑会更复杂,而另一种思路就是直接把 A 先挪到 C 后面,这样每次只需要移动一个,可能思路上会更清晰一点

    也就是这样的,这种方案就是之前发过的题解代码,上一篇

    -

    而最后这种则代码会简单一些,但是需要一定的理解成本,比较重要的一点是我们加了个虚拟的头结点,第一步会先获取下链表的总长度,然后在内循环里处理转置,重点就是分四步,
    也就是图里的,第一步先把 cur 的下一个节点设置成 next 的 next 节点,这里就是图里 A 连接到 C,第二步是把 next 的 next 节点设置成虚拟头的 next节点,第三步是把 pre 的next 节点设置成 next,第四步是 next 往后移动

    -
    cur.next = next.next;
    next.next = pre.next;
    pre.next = next;
    next = cur.next;
    - -


    在备注下代码

    -]]>
    - - Java - leetcode - - - java - leetcode - 题解 - -
    - - dnsmasq的一个使用注意点 - /2023/04/16/dnsmasq%E7%9A%84%E4%B8%80%E4%B8%AA%E4%BD%BF%E7%94%A8%E6%B3%A8%E6%84%8F%E7%82%B9/ - 在本地使用了 valet 做 php 的开发环境,因为可以指定自定义域名和证书,碰巧最近公司的网络环境比较糟糕,就想要在自定义 dns 上下点功夫,本来我们经常要在 dns 那配置个内部的 dns 地址,就想是不是可以通过 dnsmasq 来解决,
    却在第一步碰到个低级的问题,在 dnsmasq 的主配置文件里
    我配置了解析文件路径配置
    像这样

    -
    resolv-file=/opt/homebrew/etc/dnsmasq.d/resolv.dnsmasq.conf
    -

    结果发现 dnsmasq 就起不来了,因为是 brew 服务的形式起来,发现日志也没有, dnsmasq 配置文件本身也没什么日志,这个是最讨厌的,网上搜了一圈也都没有, brew services 的服务如果启动状态是 error,并且服务本身没有日志的话就是一头雾水,并且对于 plist 来说,即使我手动加了标准输出和错误输出,brew services restart 的时候也是会被重新覆盖,
    后来仔细看了下这个问题,发现它下面有这么一行配置

    -
    conf-dir=/opt/homebrew/etc/dnsmasq.d/,*.conf
    -

    想了一下发现这个问题其实很简单,dnsmasq 应该是不支持同一配置文件加载两次,
    我把 resolv 文件放在了同一个配置文件目录下,所以就被加载了两次,所以改掉目录就行了,但是目前看 dnsmasq 还不符合我的要求,也有可能我还没完全了解 dnsmasq 的使用方法,我想要的是比如按特定的域名后缀来配置对应的 dns 服务器,这样就不太会被影响,可以试试 AdGuard 看

    -]]>
    - - dns - - - dnsmasq - -
    docker-mysql-cluster /2016/08/14/docker-mysql-cluster/ @@ -2397,38 +2373,6 @@ mysql - - docker比一般多一点的初学者介绍三 - /2020/03/21/docker%E6%AF%94%E4%B8%80%E8%88%AC%E5%A4%9A%E4%B8%80%E7%82%B9%E7%9A%84%E5%88%9D%E5%AD%A6%E8%80%85%E4%BB%8B%E7%BB%8D%E4%B8%89/ - 运行第一个 Dockerfile

    上一篇的 Dockerfile 我们停留在构建阶段,现在来把它跑起来

    -
    docker run -d -p 80 --name static_web nicksxs/static_web \
    nginx -g "daemon off;"
    -

    这里的-d表示以分离模型运行docker (detached),然后-p 是表示将容器的 80 端口开放给宿主机,然后容器名就叫 static_web,使用了我们上次构建的 static_web 镜像,后面的是让 nginx 在前台运行

    可以看到返回了个容器 id,但是具体情况没出现,也没连上去,那我们想看看怎么访问在 Dockerfile 里写的静态页面,我们来看下docker 进程

    发现为我们随机分配了一个宿主机的端口,32768,去服务器的防火墙把这个外网端口开一下,看看是不是符合我们的预期呢

    好像不太对额,应该是 ubuntu 安装的 nginx 的默认工作目录不对,我们来进容器看看,再熟悉下命令docker exec -it 4792455ca2ed /bin/bash
    记得容器 id 换成自己的,进入容器后得找找 nginx 的配置文件,通常在/etc/nginx,/usr/local/etc等目录下,然后找到我们的目录是在这

    所以把刚才的内容复制过去再试试

    目标达成,give me five✌️

    -

    第二个 Dockerfile

    然后就想来动态一点的,毕竟写过 PHP,就来试试 PHP
    再建一个目录叫 dynamic_web,里面创建 src 目录,放一个 index.php
    内容是

    -
    <?php
    echo "Hello World!";
    -

    然后在 dynamic_web 目录下创建 Dockerfile,

    -
    FROM trafex/alpine-nginx-php7:latest
    COPY src/ /var/www/html
    EXPOSE 80
    -

    Dockerfile 虽然只有三行,不过要着重说明下,这个底包其实不是docker 官方的,有两点考虑,一点是官方的基本都是 php apache 的镜像,还有就是 alpine这个,截取一段中文介绍

    -
    -

    Alpine 操作系统是一个面向安全的轻型 Linux 发行版。它不同于通常 Linux 发行版,Alpine 采用了 musl libc 和 busybox 以减小系统的体积和运行时资源消耗,但功能上比 busybox 又完善的多,因此得到开源社区越来越多的青睐。在保持瘦身的同时,Alpine 还提供了自己的包管理工具 apk,可以通过 https://pkgs.alpinelinux.org/packages 网站上查询包信息,也可以直接通过 apk 命令直接查询和安装各种软件。
    Alpine 由非商业组织维护的,支持广泛场景的 Linux发行版,它特别为资深/重度Linux用户而优化,关注安全,性能和资源效能。Alpine 镜像可以适用于更多常用场景,并且是一个优秀的可以适用于生产的基础系统/环境。

    -
    -
    -

    Alpine Docker 镜像也继承了 Alpine Linux 发行版的这些优势。相比于其他 Docker 镜像,它的容量非常小,仅仅只有 5 MB 左右(对比 Ubuntu 系列镜像接近 200 MB),且拥有非常友好的包管理机制。官方镜像来自 docker-alpine 项目。

    -
    -
    -

    目前 Docker 官方已开始推荐使用 Alpine 替代之前的 Ubuntu 做为基础镜像环境。这样会带来多个好处。包括镜像下载速度加快,镜像安全性提高,主机之间的切换更方便,占用更少磁盘空间等。

    -
    -

    一方面在没有镜像的情况下,拉取 docker 镜像还是比较费力的,第二个就是也能节省硬盘空间,所以目前有大部分的 docker 镜像都将 alpine 作为基础镜像了
    然后再来构建下

    这里还有个点,就是上面的那个镜像我们也是 EXPOSE 80端口,然后外部宿主机会随机映射一个端口,为了偷个懒,我们就直接指定外部端口了
    docker run -d -p 80:80 dynamic_web打开浏览器发现访问不了,咋回事呢
    因为我们没看trafex/alpine-nginx-php7:latest这个镜像说明,它内部的服务是 8080 端口的,所以我们映射的暴露端口应该是 8080,再用 docker run -d -p 80:8080 dynamic_web这个启动,

    -]]>
    - - Docker - 介绍 - - - Docker - namespace - Dockerfile - -
    docker比一般多一点的初学者介绍 /2020/03/08/docker%E6%AF%94%E4%B8%80%E8%88%AC%E5%A4%9A%E4%B8%80%E7%82%B9%E7%9A%84%E5%88%9D%E5%AD%A6%E8%80%85%E4%BB%8B%E7%BB%8D/ @@ -2484,26 +2428,35 @@ - docker比一般多一点的初学者介绍四 - /2022/12/25/docker%E6%AF%94%E4%B8%80%E8%88%AC%E5%A4%9A%E4%B8%80%E7%82%B9%E7%9A%84%E5%88%9D%E5%AD%A6%E8%80%85%E4%BB%8B%E7%BB%8D%E5%9B%9B/ - 这次单独介绍下docker体系里非常重要的cgroup,docker对资源的限制也是基于cgroup构建的,
    简单尝试
    新建一个shell脚本

    -
    #!/bin/bash
    while true;do
    echo "1"
    done
    - -

    直接执行的话就是单核100%的cpu

    -

    首先在cgroup下面建个目录

    -
    mkdir -p /sys/fs/cgroup/cpu/sxs_test/
    -

    查看目录下的文件

    其中cpuacct开头的表示cpu相关的统计信息,
    我们要配置cpu的额度,是在cpu.cfs_quota_us中

    -
    echo 2000 > /sys/fs/cgroup/cpu/sxs_test/cpu.cfs_quota_us  
    -

    这样表示可以使用2%的cpu,总的配额是在cpu.cfs_period_us中

    -

    然后将当前进程输入到cgroup.procs,

    -
    echo $$ > /sys/fs/cgroup/cpu/sxs_test/cgroup.procs
    -

    这样就会自动继承当前进程产生的新进程
    再次执行就可以看到cpu被限制了

    + docker比一般多一点的初学者介绍三 + /2020/03/21/docker%E6%AF%94%E4%B8%80%E8%88%AC%E5%A4%9A%E4%B8%80%E7%82%B9%E7%9A%84%E5%88%9D%E5%AD%A6%E8%80%85%E4%BB%8B%E7%BB%8D%E4%B8%89/ + 运行第一个 Dockerfile

    上一篇的 Dockerfile 我们停留在构建阶段,现在来把它跑起来

    +
    docker run -d -p 80 --name static_web nicksxs/static_web \
    nginx -g "daemon off;"
    +

    这里的-d表示以分离模型运行docker (detached),然后-p 是表示将容器的 80 端口开放给宿主机,然后容器名就叫 static_web,使用了我们上次构建的 static_web 镜像,后面的是让 nginx 在前台运行

    可以看到返回了个容器 id,但是具体情况没出现,也没连上去,那我们想看看怎么访问在 Dockerfile 里写的静态页面,我们来看下docker 进程

    发现为我们随机分配了一个宿主机的端口,32768,去服务器的防火墙把这个外网端口开一下,看看是不是符合我们的预期呢

    好像不太对额,应该是 ubuntu 安装的 nginx 的默认工作目录不对,我们来进容器看看,再熟悉下命令docker exec -it 4792455ca2ed /bin/bash
    记得容器 id 换成自己的,进入容器后得找找 nginx 的配置文件,通常在/etc/nginx,/usr/local/etc等目录下,然后找到我们的目录是在这

    所以把刚才的内容复制过去再试试

    目标达成,give me five✌️

    +

    第二个 Dockerfile

    然后就想来动态一点的,毕竟写过 PHP,就来试试 PHP
    再建一个目录叫 dynamic_web,里面创建 src 目录,放一个 index.php
    内容是

    +
    <?php
    echo "Hello World!";
    +

    然后在 dynamic_web 目录下创建 Dockerfile,

    +
    FROM trafex/alpine-nginx-php7:latest
    COPY src/ /var/www/html
    EXPOSE 80
    +

    Dockerfile 虽然只有三行,不过要着重说明下,这个底包其实不是docker 官方的,有两点考虑,一点是官方的基本都是 php apache 的镜像,还有就是 alpine这个,截取一段中文介绍

    +
    +

    Alpine 操作系统是一个面向安全的轻型 Linux 发行版。它不同于通常 Linux 发行版,Alpine 采用了 musl libc 和 busybox 以减小系统的体积和运行时资源消耗,但功能上比 busybox 又完善的多,因此得到开源社区越来越多的青睐。在保持瘦身的同时,Alpine 还提供了自己的包管理工具 apk,可以通过 https://pkgs.alpinelinux.org/packages 网站上查询包信息,也可以直接通过 apk 命令直接查询和安装各种软件。
    Alpine 由非商业组织维护的,支持广泛场景的 Linux发行版,它特别为资深/重度Linux用户而优化,关注安全,性能和资源效能。Alpine 镜像可以适用于更多常用场景,并且是一个优秀的可以适用于生产的基础系统/环境。

    +
    +
    +

    Alpine Docker 镜像也继承了 Alpine Linux 发行版的这些优势。相比于其他 Docker 镜像,它的容量非常小,仅仅只有 5 MB 左右(对比 Ubuntu 系列镜像接近 200 MB),且拥有非常友好的包管理机制。官方镜像来自 docker-alpine 项目。

    +
    +
    +

    目前 Docker 官方已开始推荐使用 Alpine 替代之前的 Ubuntu 做为基础镜像环境。这样会带来多个好处。包括镜像下载速度加快,镜像安全性提高,主机之间的切换更方便,占用更少磁盘空间等。

    +
    +

    一方面在没有镜像的情况下,拉取 docker 镜像还是比较费力的,第二个就是也能节省硬盘空间,所以目前有大部分的 docker 镜像都将 alpine 作为基础镜像了
    然后再来构建下

    这里还有个点,就是上面的那个镜像我们也是 EXPOSE 80端口,然后外部宿主机会随机映射一个端口,为了偷个懒,我们就直接指定外部端口了
    docker run -d -p 80:80 dynamic_web打开浏览器发现访问不了,咋回事呢
    因为我们没看trafex/alpine-nginx-php7:latest这个镜像说明,它内部的服务是 8080 端口的,所以我们映射的暴露端口应该是 8080,再用 docker run -d -p 80:8080 dynamic_web这个启动,

    ]]>
    Docker + 介绍 Docker + namespace + Dockerfile
    @@ -2532,6 +2485,77 @@ cgroup + + docker比一般多一点的初学者介绍四 + /2022/12/25/docker%E6%AF%94%E4%B8%80%E8%88%AC%E5%A4%9A%E4%B8%80%E7%82%B9%E7%9A%84%E5%88%9D%E5%AD%A6%E8%80%85%E4%BB%8B%E7%BB%8D%E5%9B%9B/ + 这次单独介绍下docker体系里非常重要的cgroup,docker对资源的限制也是基于cgroup构建的,
    简单尝试
    新建一个shell脚本

    +
    #!/bin/bash
    while true;do
    echo "1"
    done
    + +

    直接执行的话就是单核100%的cpu

    +

    首先在cgroup下面建个目录

    +
    mkdir -p /sys/fs/cgroup/cpu/sxs_test/
    +

    查看目录下的文件

    其中cpuacct开头的表示cpu相关的统计信息,
    我们要配置cpu的额度,是在cpu.cfs_quota_us中

    +
    echo 2000 > /sys/fs/cgroup/cpu/sxs_test/cpu.cfs_quota_us  
    +

    这样表示可以使用2%的cpu,总的配额是在cpu.cfs_period_us中

    +

    然后将当前进程输入到cgroup.procs,

    +
    echo $$ > /sys/fs/cgroup/cpu/sxs_test/cgroup.procs
    +

    这样就会自动继承当前进程产生的新进程
    再次执行就可以看到cpu被限制了

    +]]>
    + + Docker + + + Docker + +
    + + dubbo 客户端配置的一个重要知识点 + /2022/06/11/dubbo-%E5%AE%A2%E6%88%B7%E7%AB%AF%E9%85%8D%E7%BD%AE%E7%9A%84%E4%B8%80%E4%B8%AA%E9%87%8D%E8%A6%81%E7%9F%A5%E8%AF%86%E7%82%B9/ + 在配置项目中其实会留着比较多的问题,由于不同的项目没有比较统一的规划和框架模板,一般都是只有创建者会比较了解(可能也不了解),譬如前阵子在配置一个 springboot + dubbo 的项目,发现了dubbo 连接注册中间客户端的问题,这里可以结合下代码来看
    比如有的应用是用的这个

    +
    <dependency>
    <groupId>org.apache.curator</groupId>
    <artifactId>curator-client</artifactId>
    <version>${curator.version}</version>
    </dependency>
    <dependency>
    <groupId>org.apache.curator</groupId>
    <artifactId>curator-recipes</artifactId>
    <version>${curator.version}</version>
    </dependency>
    +

    有个别应用用的是这个

    +
    <dependency>
    <groupId>com.101tec</groupId>
    <artifactId>zkclient</artifactId>
    <version>0.11</version>
    </dependency>
    +

    还有的应用是找不到相关的依赖,并且这些的使用没有个比较好的说明,为啥用前者,为啥用后者,有啥注意点,
    首先在使用 2.6.5 的 alibaba 的 dubbo 的时候,只使用后者是会报错的,至于为啥会报错,其实就是这篇文章想说明的点
    报错的内容其实很简单, 就是缺少这个 org.apache.curator.framework.CuratorFrameworkFactory
    这个类看着像是依赖上面的配置,但是应该不需要两个配置一块用的,所以还是需要去看代码
    通过找上面类被依赖的和 dubbo 连接注册中心相关的代码,看到了这段指点迷津的代码

    +
    @SPI("curator")
    public interface ZookeeperTransporter {

    @Adaptive({Constants.CLIENT_KEY, Constants.TRANSPORTER_KEY})
    ZookeeperClient connect(URL url);

    }
    +

    众所周知,dubbo 创造了叫自适应扩展点加载的神奇技术,这里的 adaptive 注解中的Constants.CLIENT_KEYConstants.TRANSPORTER_KEY 可以在配置 dubbo 的注册信息的时候进行配置,如果是通过 xml 配置的话,可以在 <dubbo:registry/> 这个 tag 中的以上两个 key 进行配置,
    具体在 dubbo.xsd 中有描述

    +
    <xsd:element name="registry" type="registryType">
    <xsd:annotation>
    <xsd:documentation><![CDATA[ The registry config ]]></xsd:documentation>
    </xsd:annotation>
    </xsd:element>
    + +


    并且在 spi 的配置com.alibaba.dubbo.remoting.zookeeper.ZookeeperTransporter 中可以看到

    +
    zkclient=com.alibaba.dubbo.remoting.zookeeper.zkclient.ZkclientZookeeperTransporter
    curator=com.alibaba.dubbo.remoting.zookeeper.curator.CuratorZookeeperTransporter

    zkclient=com.alibaba.dubbo.remoting.zookeeper.zkclient.ZkclientZookeeperTransporter
    curator=com.alibaba.dubbo.remoting.zookeeper.curator.CuratorZookeeperTransporter

    zkclient=com.alibaba.dubbo.remoting.zookeeper.zkclient.ZkclientZookeeperTransporter
    curator=com.alibaba.dubbo.remoting.zookeeper.curator.CuratorZookeeperTransporter
    +

    而在上面的代码里默认的SPI 值是 curator,所以如果不配置,那就会报上面找不到类的问题,所以如果需要使用 zkclient 的,就需要在<dubbo:registry/> 配置中添加 client="zkclient"这个配置,所以有些地方还是需要懂一些更深层次的原理,但也不至于每个东西都要抠到每一行代码原理,除非就是专门做这一块的。
    还有一点是发现有些应用是碰运气,刚好有个三方包把这个类带进来了,但是这个应用就没有单独配置这块,如果不了解或者后续忘了再来查问题就会很奇怪

    +]]>
    + + Java + Dubbo + + + Java + Dubbo + +
    + + docker使用中发现的echo命令的一个小技巧及其他 + /2020/03/29/echo%E5%91%BD%E4%BB%A4%E7%9A%84%E4%B8%80%E4%B8%AA%E5%B0%8F%E6%8A%80%E5%B7%A7/ + echo 实操技巧

    最近做 docker 系列,会经常需要进到 docker 内部,如上一篇介绍的,这些镜像一般都有用 ubuntu 或者alpine 这样的 Linux 系统作为底包,如果构建镜像的时候没有替换源的话,因为特殊的网络原因,在内部想编辑下东西要安装个类似于 vim 这样的编辑器就会很慢很慢,像视频里 two thousand years later~ 而且如果在容器内部想改源配置的话也要编辑器,就陷入了一个鸡生蛋,跟蛋生鸡的死锁问题中,对于 linux 大神来说应该有一万种方法解决这个问题,对于我这个渣渣来说可能只想到了这个土方法,先 cp backup 一下 sources.list, 再 echo “xxx” > sources.list, 这里就碰到了一个问题,这个 sources.list 一般不止一行,直接 echo 的话就解析不了了,不过 echo 可以支持”\n”转义,就是加-e看一下解释和示例,我这里使用了 tldr ,可以用 npm install -g tldr 安装,也可以直接用man, 或者–help 来查看使用方式

    +

    查看镜像底包

    还有一点也是在这个时候要安装 vim 之类的,得知道是什么镜像底包,如果是用 uname 指令,其实看到的是宿主机的系统,得用cat /etc/issue

    +


    这里稍稍记一下

    +

    寻找系统镜像源

    目前国内系统源用得比较多的是阿里云源,不过这里也推荐清华源, 中科大源, 浙大源 这里不要脸的推荐下母校的源,不过还不是很完善,尽情期待下。

    +]]>
    + + Linux + Docker + 命令 + echo + 发行版本 + + + linux + Docker + echo + uname + 发行版 + +
    github 小技巧-更新 github host key /2023/03/28/github-%E5%B0%8F%E6%8A%80%E5%B7%A7-%E6%9B%B4%E6%96%B0-github-host-key/ @@ -2559,28 +2583,37 @@ - dubbo 客户端配置的一个重要知识点 - /2022/06/11/dubbo-%E5%AE%A2%E6%88%B7%E7%AB%AF%E9%85%8D%E7%BD%AE%E7%9A%84%E4%B8%80%E4%B8%AA%E9%87%8D%E8%A6%81%E7%9F%A5%E8%AF%86%E7%82%B9/ - 在配置项目中其实会留着比较多的问题,由于不同的项目没有比较统一的规划和框架模板,一般都是只有创建者会比较了解(可能也不了解),譬如前阵子在配置一个 springboot + dubbo 的项目,发现了dubbo 连接注册中间客户端的问题,这里可以结合下代码来看
    比如有的应用是用的这个

    -
    <dependency>
    <groupId>org.apache.curator</groupId>
    <artifactId>curator-client</artifactId>
    <version>${curator.version}</version>
    </dependency>
    <dependency>
    <groupId>org.apache.curator</groupId>
    <artifactId>curator-recipes</artifactId>
    <version>${curator.version}</version>
    </dependency>
    -

    有个别应用用的是这个

    -
    <dependency>
    <groupId>com.101tec</groupId>
    <artifactId>zkclient</artifactId>
    <version>0.11</version>
    </dependency>
    -

    还有的应用是找不到相关的依赖,并且这些的使用没有个比较好的说明,为啥用前者,为啥用后者,有啥注意点,
    首先在使用 2.6.5 的 alibaba 的 dubbo 的时候,只使用后者是会报错的,至于为啥会报错,其实就是这篇文章想说明的点
    报错的内容其实很简单, 就是缺少这个 org.apache.curator.framework.CuratorFrameworkFactory
    这个类看着像是依赖上面的配置,但是应该不需要两个配置一块用的,所以还是需要去看代码
    通过找上面类被依赖的和 dubbo 连接注册中心相关的代码,看到了这段指点迷津的代码

    -
    @SPI("curator")
    public interface ZookeeperTransporter {

    @Adaptive({Constants.CLIENT_KEY, Constants.TRANSPORTER_KEY})
    ZookeeperClient connect(URL url);

    }
    -

    众所周知,dubbo 创造了叫自适应扩展点加载的神奇技术,这里的 adaptive 注解中的Constants.CLIENT_KEYConstants.TRANSPORTER_KEY 可以在配置 dubbo 的注册信息的时候进行配置,如果是通过 xml 配置的话,可以在 <dubbo:registry/> 这个 tag 中的以上两个 key 进行配置,
    具体在 dubbo.xsd 中有描述

    -
    <xsd:element name="registry" type="registryType">
    <xsd:annotation>
    <xsd:documentation><![CDATA[ The registry config ]]></xsd:documentation>
    </xsd:annotation>
    </xsd:element>
    - -


    并且在 spi 的配置com.alibaba.dubbo.remoting.zookeeper.ZookeeperTransporter 中可以看到

    -
    zkclient=com.alibaba.dubbo.remoting.zookeeper.zkclient.ZkclientZookeeperTransporter
    curator=com.alibaba.dubbo.remoting.zookeeper.curator.CuratorZookeeperTransporter

    zkclient=com.alibaba.dubbo.remoting.zookeeper.zkclient.ZkclientZookeeperTransporter
    curator=com.alibaba.dubbo.remoting.zookeeper.curator.CuratorZookeeperTransporter

    zkclient=com.alibaba.dubbo.remoting.zookeeper.zkclient.ZkclientZookeeperTransporter
    curator=com.alibaba.dubbo.remoting.zookeeper.curator.CuratorZookeeperTransporter
    -

    而在上面的代码里默认的SPI 值是 curator,所以如果不配置,那就会报上面找不到类的问题,所以如果需要使用 zkclient 的,就需要在<dubbo:registry/> 配置中添加 client="zkclient"这个配置,所以有些地方还是需要懂一些更深层次的原理,但也不至于每个东西都要抠到每一行代码原理,除非就是专门做这一块的。
    还有一点是发现有些应用是碰运气,刚好有个三方包把这个类带进来了,但是这个应用就没有单独配置这块,如果不了解或者后续忘了再来查问题就会很奇怪

    + Tomcat 系列篇四-介绍下 Valve 架构 + /2023/10/01/Tomcat-%E7%B3%BB%E5%88%97%E7%AF%87%E5%9B%9B-%E4%BB%8B%E7%BB%8D%E4%B8%8B-Valve-%E6%9E%B6%E6%9E%84/ + valve 是 Tomcat 架构中比较重要的一个组成部分,
    之前说到

    +
    connector.getService().getContainer().getPipeline().getFirst().invoke(
    request, response);
    +

    这段代码是通过 CoyoteAdapter 将请求处理往 container 传,这里就有个 pipeline 机制,这个 pipeline 可以看一下接口

    +
    public interface Pipeline extends Contained {

    public Valve getBasic();

    public void setBasic(Valve valve);

    public void addValve(Valve valve);

    public Valve[] getValves();

    public void removeValve(Valve valve);

    public Valve getFirst();

    public boolean isAsyncSupported();

    public void findNonAsyncValves(Set<String> result);
    }
    +

    这里可以往 pipeline 里添加 valve,然后看下 valve 的接口

    +
    public interface Valve {

    public Valve getNext();

    public void setNext(Valve valve);

    public void backgroundProcess();

    public void invoke(Request request, Response response)
    throws IOException, ServletException;


    public boolean isAsyncSupported();
    }
    +

    这里主要看的就是 getNext 跟 setNext,就变成了一个有序的 pipeline,然后就是 invoke 方法,其实 pipeline 是由两部分组成,valve 在其中起到了前后衔接的重要作用,而且可以再 invoke 中进一步串联调用

    图中我们可以看到,对于 container 这个 pipeline,是没设置 first 的,只有 basic,basic 就是个兜底的 valve,在 StandardPipeline 中的 getFirst 实现

    +
    @Override
    public Valve getFirst() {
    if (first != null) {
    return first;
    }

    return basic;
    }
    +

    取不到 first 就降级到 basic,也就是这里的 StandardEngineValve
    它的 invoke 我们来看下

    +
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Select the Host to be used for this Request
    Host host = request.getHost();
    if (host == null) {
    // HTTP 0.9 or HTTP 1.0 request without a host when no default host
    // is defined.
    // Don't overwrite an existing error
    if (!response.isError()) {
    response.sendError(404);
    }
    return;
    }
    if (request.isAsyncSupported()) {
    request.setAsyncSupported(host.getPipeline().isAsyncSupported());
    }

    // Ask this Host to process this request
    host.getPipeline().getFirst().invoke(request, response);
    }
    +

    比较简单,就是调用 host 中的 pipeline 里的第一个 valve 来处理

    第一个是 org.apache.catalina.valves.ErrorReportValve,
    这里处理的其实是先调用了 next

    +
    @Override
    public void invoke(Request request, Response response) throws IOException, ServletException {

    // Perform the request
    getNext().invoke(request, response);

    if (response.isCommitted()) {
    if (response.setErrorReported()) {
    // Error wasn't previously reported but we can't write an error
    // page because the response has already been committed.

    // See if IO is allowed
    AtomicBoolean ioAllowed = new AtomicBoolean(true);
    response.getCoyoteResponse().action(ActionCode.IS_IO_ALLOWED, ioAllowed);

    if (ioAllowed.get()) {
    // I/O is currently still allowed. Flush any data that is
    // still to be written to the client.
    try {
    response.flushBuffer();
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    }
    // Now close immediately to signal to the client that
    // something went wrong
    response.getCoyoteResponse().action(ActionCode.CLOSE_NOW,
    request.getAttribute(RequestDispatcher.ERROR_EXCEPTION));
    }
    }
    return;
    }

    Throwable throwable = (Throwable) request.getAttribute(RequestDispatcher.ERROR_EXCEPTION);

    // If an async request is in progress and is not going to end once this
    // container thread finishes, do not process any error page here.
    if (request.isAsync() && !request.isAsyncCompleting()) {
    return;
    }

    if (throwable != null && !response.isError()) {
    // Make sure that the necessary methods have been called on the
    // response. (It is possible a component may just have set the
    // Throwable. Tomcat won't do that but other components might.)
    // These are safe to call at this point as we know that the response
    // has not been committed.
    response.reset();
    response.sendError(HttpServletResponse.SC_INTERNAL_SERVER_ERROR);
    }

    // One way or another, response.sendError() will have been called before
    // execution reaches this point and suspended the response. Need to
    // reverse that so this valve can write to the response.
    response.setSuspended(false);

    try {
    report(request, response, throwable);
    } catch (Throwable tt) {
    ExceptionUtils.handleThrowable(tt);
    }
    }
    +

    虽然是放在 first,实际是先调用 next 的 invoke,也就是 org.apache.catalina.core.StandardHostValve 的invoke 方法

    +
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Select the Context to be used for this Request
    Context context = request.getContext();
    if (context == null) {
    // Don't overwrite an existing error
    if (!response.isError()) {
    response.sendError(404);
    }
    return;
    }

    if (request.isAsyncSupported()) {
    request.setAsyncSupported(context.getPipeline().isAsyncSupported());
    }

    boolean asyncAtStart = request.isAsync();

    try {
    context.bind(Globals.IS_SECURITY_ENABLED, MY_CLASSLOADER);

    if (!asyncAtStart && !context.fireRequestInitEvent(request.getRequest())) {
    // Don't fire listeners during async processing (the listener
    // fired for the request that called startAsync()).
    // If a request init listener throws an exception, the request
    // is aborted.
    return;
    }

    // Ask this Context to process this request. Requests that are
    // already in error must have been routed here to check for
    // application defined error pages so DO NOT forward them to the the
    // application for processing.
    try {
    if (!response.isErrorReportRequired()) {
    // 交给 context 去处理请求了
    context.getPipeline().getFirst().invoke(request, response);
    }
    } catch (Throwable t) {
    ExceptionUtils.handleThrowable(t);
    container.getLogger().error("Exception Processing " + request.getRequestURI(), t);
    // If a new error occurred while trying to report a previous
    // error allow the original error to be reported.
    if (!response.isErrorReportRequired()) {
    request.setAttribute(RequestDispatcher.ERROR_EXCEPTION, t);
    throwable(request, response, t);
    }
    }

    // Now that the request/response pair is back under container
    // control lift the suspension so that the error handling can
    // complete and/or the container can flush any remaining data
    response.setSuspended(false);

    Throwable t = (Throwable) request.getAttribute(RequestDispatcher.ERROR_EXCEPTION);

    // Protect against NPEs if the context was destroyed during a
    // long running request.
    if (!context.getState().isAvailable()) {
    return;
    }

    // Look for (and render if found) an application level error page
    if (response.isErrorReportRequired()) {
    // If an error has occurred that prevents further I/O, don't waste time
    // producing an error report that will never be read
    AtomicBoolean result = new AtomicBoolean(false);
    response.getCoyoteResponse().action(ActionCode.IS_IO_ALLOWED, result);
    if (result.get()) {
    if (t != null) {
    throwable(request, response, t);
    } else {
    status(request, response);
    }
    }
    }

    if (!request.isAsync() && !asyncAtStart) {
    context.fireRequestDestroyEvent(request.getRequest());
    }
    } finally {
    // Access a session (if present) to update last accessed time, based
    // on a strict interpretation of the specification
    if (ACCESS_SESSION) {
    request.getSession(false);
    }

    context.unbind(Globals.IS_SECURITY_ENABLED, MY_CLASSLOADER);
    }
    }
    +

    这里的往下就是调用 context 的 pipeline 去处理请求了, StandardContext 的 pipeline 里的 first 是
    org.apache.catalina.authenticator.NonLoginAuthenticator,处理认证相关的,然后 basic 就是
    org.apache.catalina.core.StandardContextValve, 这里的来看下

    +
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Disallow any direct access to resources under WEB-INF or META-INF
    MessageBytes requestPathMB = request.getRequestPathMB();
    if ((requestPathMB.startsWithIgnoreCase("/META-INF/", 0))
    || (requestPathMB.equalsIgnoreCase("/META-INF"))
    || (requestPathMB.startsWithIgnoreCase("/WEB-INF/", 0))
    || (requestPathMB.equalsIgnoreCase("/WEB-INF"))) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND);
    return;
    }

    // Select the Wrapper to be used for this Request
    Wrapper wrapper = request.getWrapper();
    if (wrapper == null || wrapper.isUnavailable()) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND);
    return;
    }

    // Acknowledge the request
    try {
    response.sendAcknowledgement(ContinueResponseTiming.IMMEDIATELY);
    } catch (IOException ioe) {
    container.getLogger().error(sm.getString(
    "standardContextValve.acknowledgeException"), ioe);
    request.setAttribute(RequestDispatcher.ERROR_EXCEPTION, ioe);
    response.sendError(HttpServletResponse.SC_INTERNAL_SERVER_ERROR);
    return;
    }

    if (request.isAsyncSupported()) {
    request.setAsyncSupported(wrapper.getPipeline().isAsyncSupported());
    }
    wrapper.getPipeline().getFirst().invoke(request, response);
    }
    +

    会调用 wrapper 的 pipeline 去处理请求,这里也只有一个
    org.apache.catalina.core.StandardWrapperValve
    这部分的逻辑比较长,因为要串联后面的 filter 流程

    +
    @Override
    public final void invoke(Request request, Response response)
    throws IOException, ServletException {

    // Initialize local variables we may need
    boolean unavailable = false;
    Throwable throwable = null;
    // This should be a Request attribute...
    long t1=System.currentTimeMillis();
    requestCount.incrementAndGet();
    StandardWrapper wrapper = (StandardWrapper) getContainer();
    Servlet servlet = null;
    Context context = (Context) wrapper.getParent();

    // Check for the application being marked unavailable
    if (!context.getState().isAvailable()) {
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardContext.isUnavailable"));
    unavailable = true;
    }

    // Check for the servlet being marked unavailable
    if (!unavailable && wrapper.isUnavailable()) {
    container.getLogger().info(sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    long available = wrapper.getAvailable();
    if ((available > 0L) && (available < Long.MAX_VALUE)) {
    response.setDateHeader("Retry-After", available);
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    } else if (available == Long.MAX_VALUE) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND,
    sm.getString("standardWrapper.notFound",
    wrapper.getName()));
    }
    unavailable = true;
    }

    // Allocate a servlet instance to process this request
    try {
    if (!unavailable) {
    servlet = wrapper.allocate();
    }
    } catch (UnavailableException e) {
    container.getLogger().error(
    sm.getString("standardWrapper.allocateException",
    wrapper.getName()), e);
    long available = wrapper.getAvailable();
    if ((available > 0L) && (available < Long.MAX_VALUE)) {
    response.setDateHeader("Retry-After", available);
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    } else if (available == Long.MAX_VALUE) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND,
    sm.getString("standardWrapper.notFound",
    wrapper.getName()));
    }
    } catch (ServletException e) {
    container.getLogger().error(sm.getString("standardWrapper.allocateException",
    wrapper.getName()), StandardWrapper.getRootCause(e));
    throwable = e;
    exception(request, response, e);
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString("standardWrapper.allocateException",
    wrapper.getName()), e);
    throwable = e;
    exception(request, response, e);
    servlet = null;
    }

    MessageBytes requestPathMB = request.getRequestPathMB();
    DispatcherType dispatcherType = DispatcherType.REQUEST;
    if (request.getDispatcherType()==DispatcherType.ASYNC) {
    dispatcherType = DispatcherType.ASYNC;
    }
    request.setAttribute(Globals.DISPATCHER_TYPE_ATTR,dispatcherType);
    request.setAttribute(Globals.DISPATCHER_REQUEST_PATH_ATTR,
    requestPathMB);
    // Create the filter chain for this request
    ApplicationFilterChain filterChain =
    ApplicationFilterFactory.createFilterChain(request, wrapper, servlet);

    // Call the filter chain for this request
    // NOTE: This also calls the servlet's service() method
    Container container = this.container;
    try {
    if ((servlet != null) && (filterChain != null)) {
    // Swallow output if needed
    if (context.getSwallowOutput()) {
    try {
    SystemLogHandler.startCapture();
    if (request.isAsyncDispatching()) {
    request.getAsyncContextInternal().doInternalDispatch();
    } else {
    filterChain.doFilter(request.getRequest(),
    response.getResponse());
    }
    } finally {
    String log = SystemLogHandler.stopCapture();
    if (log != null && log.length() > 0) {
    context.getLogger().info(log);
    }
    }
    } else {
    if (request.isAsyncDispatching()) {
    request.getAsyncContextInternal().doInternalDispatch();
    } else {
    filterChain.doFilter
    (request.getRequest(), response.getResponse());
    }
    }

    }
    } catch (ClientAbortException | CloseNowException e) {
    if (container.getLogger().isDebugEnabled()) {
    container.getLogger().debug(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    }
    throwable = e;
    exception(request, response, e);
    } catch (IOException e) {
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    throwable = e;
    exception(request, response, e);
    } catch (UnavailableException e) {
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    // throwable = e;
    // exception(request, response, e);
    wrapper.unavailable(e);
    long available = wrapper.getAvailable();
    if ((available > 0L) && (available < Long.MAX_VALUE)) {
    response.setDateHeader("Retry-After", available);
    response.sendError(HttpServletResponse.SC_SERVICE_UNAVAILABLE,
    sm.getString("standardWrapper.isUnavailable",
    wrapper.getName()));
    } else if (available == Long.MAX_VALUE) {
    response.sendError(HttpServletResponse.SC_NOT_FOUND,
    sm.getString("standardWrapper.notFound",
    wrapper.getName()));
    }
    // Do not save exception in 'throwable', because we
    // do not want to do exception(request, response, e) processing
    } catch (ServletException e) {
    Throwable rootCause = StandardWrapper.getRootCause(e);
    if (!(rootCause instanceof ClientAbortException)) {
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceExceptionRoot",
    wrapper.getName(), context.getName(), e.getMessage()),
    rootCause);
    }
    throwable = e;
    exception(request, response, e);
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString(
    "standardWrapper.serviceException", wrapper.getName(),
    context.getName()), e);
    throwable = e;
    exception(request, response, e);
    } finally {
    // Release the filter chain (if any) for this request
    if (filterChain != null) {
    filterChain.release();
    }

    // Deallocate the allocated servlet instance
    try {
    if (servlet != null) {
    wrapper.deallocate(servlet);
    }
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString("standardWrapper.deallocateException",
    wrapper.getName()), e);
    if (throwable == null) {
    throwable = e;
    exception(request, response, e);
    }
    }

    // If this servlet has been marked permanently unavailable,
    // unload it and release this instance
    try {
    if ((servlet != null) &&
    (wrapper.getAvailable() == Long.MAX_VALUE)) {
    wrapper.unload();
    }
    } catch (Throwable e) {
    ExceptionUtils.handleThrowable(e);
    container.getLogger().error(sm.getString("standardWrapper.unloadException",
    wrapper.getName()), e);
    if (throwable == null) {
    exception(request, response, e);
    }
    }
    long t2=System.currentTimeMillis();

    long time=t2-t1;
    processingTime += time;
    if( time > maxTime) {
    maxTime=time;
    }
    if( time < minTime) {
    minTime=time;
    }
    }
    }
    +

    这里就会创建 ApplicationFilterChain 然后进行
    filterChain.doFilter(request.getRequest(), response.getResponse());
    doFilter 处理

    ]]>
    Java - Dubbo + SpringBoot + Tomcat Java - Dubbo + Tomcat + SpringBoot
    @@ -2616,29 +2649,6 @@ Webhook - - docker使用中发现的echo命令的一个小技巧及其他 - /2020/03/29/echo%E5%91%BD%E4%BB%A4%E7%9A%84%E4%B8%80%E4%B8%AA%E5%B0%8F%E6%8A%80%E5%B7%A7/ - echo 实操技巧

    最近做 docker 系列,会经常需要进到 docker 内部,如上一篇介绍的,这些镜像一般都有用 ubuntu 或者alpine 这样的 Linux 系统作为底包,如果构建镜像的时候没有替换源的话,因为特殊的网络原因,在内部想编辑下东西要安装个类似于 vim 这样的编辑器就会很慢很慢,像视频里 two thousand years later~ 而且如果在容器内部想改源配置的话也要编辑器,就陷入了一个鸡生蛋,跟蛋生鸡的死锁问题中,对于 linux 大神来说应该有一万种方法解决这个问题,对于我这个渣渣来说可能只想到了这个土方法,先 cp backup 一下 sources.list, 再 echo “xxx” > sources.list, 这里就碰到了一个问题,这个 sources.list 一般不止一行,直接 echo 的话就解析不了了,不过 echo 可以支持”\n”转义,就是加-e看一下解释和示例,我这里使用了 tldr ,可以用 npm install -g tldr 安装,也可以直接用man, 或者–help 来查看使用方式

    -

    查看镜像底包

    还有一点也是在这个时候要安装 vim 之类的,得知道是什么镜像底包,如果是用 uname 指令,其实看到的是宿主机的系统,得用cat /etc/issue

    -


    这里稍稍记一下

    -

    寻找系统镜像源

    目前国内系统源用得比较多的是阿里云源,不过这里也推荐清华源, 中科大源, 浙大源 这里不要脸的推荐下母校的源,不过还不是很完善,尽情期待下。

    -]]>
    - - Linux - Docker - 命令 - echo - 发行版本 - - - linux - Docker - echo - uname - 发行版 - -
    headscale 添加节点 /2023/07/09/headscale-%E6%B7%BB%E5%8A%A0%E8%8A%82%E7%82%B9/ @@ -2657,6 +2667,27 @@ headscale + + hexo 配置系列-接入Algolia搜索 + /2023/04/02/hexo-%E9%85%8D%E7%BD%AE%E7%B3%BB%E5%88%97-%E6%8E%A5%E5%85%A5Algolia%E6%90%9C%E7%B4%A2/ + 博客之前使用的是 local search,最开始感觉使用体验还不错,速度也不慢,最近自己搜了下觉得效果差了很多,不知道是啥原因,所以接入有 next 主题支持的 Algolia 搜索,next 主题的文档已经介绍的很清楚了,这边就记录下,
    首先要去 Algolia 开通下账户,创建一个索引

    创建好后要去找一下 api key 的配置,这个跟 next 主题的说明已经有些不一样了
    在设置里可以找到

    这里默认会有两个 key

    一个是 search only,一个是 admin key,需要再创建一个自定义 key
    这个 key 需要有这些权限,称为 High-privilege API key, 后面有用

    然后就是到博客目录下安装

    +
    cd hexo-site
    npm install hexo-algolia
    +

    然后在 hexo 站点配置中添加

    +
    algolia:
    applicationID: "Application ID"
    apiKey: "Search-only API key"
    indexName: "indexName"
    +

    包括应用 Id,只搜索的 api key(默认给创建好的那个),indexName 就是最开始创建的 index 名,

    +
    export HEXO_ALGOLIA_INDEXING_KEY=High-privilege API key # Use Git Bash
    # set HEXO_ALGOLIA_INDEXING_KEY=High-privilege API key # Use Windows command line
    hexo clean
    hexo algolia
    +

    然后再到 next 配置中开启 algolia_search

    +
    # Algolia Search
    algolia_search:
    enable: true
    hits:
    per_page: 10
    +

    搜索的界面其实跟 local 的差不多,就是搜索效果会好一些

    也推荐可以搜搜过往的内容,已经左边有个热度的,做了个按阅读量排序的榜单。

    +]]>
    + + hexo + 技巧 + + + hexo + +
    invert-binary-tree /2015/06/22/invert-binary-tree/ @@ -2688,24 +2719,33 @@ - hexo 配置系列-接入Algolia搜索 - /2023/04/02/hexo-%E9%85%8D%E7%BD%AE%E7%B3%BB%E5%88%97-%E6%8E%A5%E5%85%A5Algolia%E6%90%9C%E7%B4%A2/ - 博客之前使用的是 local search,最开始感觉使用体验还不错,速度也不慢,最近自己搜了下觉得效果差了很多,不知道是啥原因,所以接入有 next 主题支持的 Algolia 搜索,next 主题的文档已经介绍的很清楚了,这边就记录下,
    首先要去 Algolia 开通下账户,创建一个索引

    创建好后要去找一下 api key 的配置,这个跟 next 主题的说明已经有些不一样了
    在设置里可以找到

    这里默认会有两个 key

    一个是 search only,一个是 admin key,需要再创建一个自定义 key
    这个 key 需要有这些权限,称为 High-privilege API key, 后面有用

    然后就是到博客目录下安装

    -
    cd hexo-site
    npm install hexo-algolia
    -

    然后在 hexo 站点配置中添加

    -
    algolia:
    applicationID: "Application ID"
    apiKey: "Search-only API key"
    indexName: "indexName"
    -

    包括应用 Id,只搜索的 api key(默认给创建好的那个),indexName 就是最开始创建的 index 名,

    -
    export HEXO_ALGOLIA_INDEXING_KEY=High-privilege API key # Use Git Bash
    # set HEXO_ALGOLIA_INDEXING_KEY=High-privilege API key # Use Windows command line
    hexo clean
    hexo algolia
    -

    然后再到 next 配置中开启 algolia_search

    -
    # Algolia Search
    algolia_search:
    enable: true
    hits:
    per_page: 10
    -

    搜索的界面其实跟 local 的差不多,就是搜索效果会好一些

    也推荐可以搜搜过往的内容,已经左边有个热度的,做了个按阅读量排序的榜单。

    + java 中发起 http 请求时证书问题解决记录 + /2023/07/29/java-%E4%B8%AD%E5%8F%91%E8%B5%B7-http-%E8%AF%B7%E6%B1%82%E6%97%B6%E8%AF%81%E4%B9%A6%E9%97%AE%E9%A2%98%E8%A7%A3%E5%86%B3%E8%AE%B0%E5%BD%95/ + 再一次环境部署是发现了个问题,就是在请求微信 https 请求的时候,出现了个错误
    No appropriate protocol (protocol is disabled or cipher suites are inappropriate)
    一开始以为是环境问题,从 oracle 的 jdk 换成了基于 openjdk 的底包,没有 javax 的关系,
    完整的提示包含了 javax 的异常
    java.lang.RuntimeException: javax.net.ssl.SSLHandshakeException: No appropriate protocol (protocol is disabled or cipher suites are inappropriate)
    后面再看了下,是不是也可能是证书的问题,然后就去找了下是不是证书相关的,
    可以看到在 /usr/lib/jvm/java-8-openjdk-amd64/jre/lib/security 路径下的 java.security
    jdk.tls.disabledAlgorithms=SSLv3, TLSv1, TLSv1.1, RC4, DES, MD5withRSA,
    而正好在我们代码里 createSocketFactory 的时候使用了 TLSv1 这个证书协议

    +
    SSLContext sslContext = SSLContext.getInstance("TLS");
    sslContext.init(kmf.getKeyManagers(), null, new SecureRandom());
    return new SSLConnectionSocketFactory(sslContext, new String[]{"TLSv1"}, null, new DefaultHostnameVerifier());
    +

    所以就有两种方案,一个是使用更新版本的 TLS 或者另一个就是使用比较久的 jdk,这也说明其实即使都是 jdk8 的,不同的小版本差异还是会有些影响,有的时候对于这些错误还是需要更深入地学习,不能一概而之认为就是 jdk 用的是 oracle 还是 openjdk 的,不同的错误可能就需要仔细确认原因所在。

    ]]>
    - hexo - 技巧 + java - hexo + java + +
    + + minimum-size-subarray-sum-209 + /2016/10/11/minimum-size-subarray-sum-209/ + problem

    Given an array of n positive integers and a positive integer s, find the minimal length of a subarray of which the sum ≥ s. If there isn’t one, return 0 instead.

    +

    For example, given the array [2,3,1,2,4,3] and s = 7,
    the subarray [4,3] has the minimal length under the problem constraint.

    +

    题解

    参考,滑动窗口,跟之前Data Structure课上的online算法有点像,链接

    +

    Code

    class Solution {
    public:
    int minSubArrayLen(int s, vector<int>& nums) {
    int len = nums.size();
    if(len == 0) return 0;
    int minlen = INT_MAX;
    int sum = 0;

    int left = 0;
    int right = -1;
    while(right < len)
    {
    while(sum < s && right < len)
    sum += nums[++right];
    if(sum >= s)
    {
    minlen = minlen < right - left + 1 ? minlen : right - left + 1;
    sum -= nums[left++];
    }
    }
    return minlen > len ? 0 : minlen;
    }
    };
    +]]>
    + + leetcode + + + leetcode + c++
    @@ -2722,17 +2762,26 @@ - java 中发起 http 请求时证书问题解决记录 - /2023/07/29/java-%E4%B8%AD%E5%8F%91%E8%B5%B7-http-%E8%AF%B7%E6%B1%82%E6%97%B6%E8%AF%81%E4%B9%A6%E9%97%AE%E9%A2%98%E8%A7%A3%E5%86%B3%E8%AE%B0%E5%BD%95/ - 再一次环境部署是发现了个问题,就是在请求微信 https 请求的时候,出现了个错误
    No appropriate protocol (protocol is disabled or cipher suites are inappropriate)
    一开始以为是环境问题,从 oracle 的 jdk 换成了基于 openjdk 的底包,没有 javax 的关系,
    完整的提示包含了 javax 的异常
    java.lang.RuntimeException: javax.net.ssl.SSLHandshakeException: No appropriate protocol (protocol is disabled or cipher suites are inappropriate)
    后面再看了下,是不是也可能是证书的问题,然后就去找了下是不是证书相关的,
    可以看到在 /usr/lib/jvm/java-8-openjdk-amd64/jre/lib/security 路径下的 java.security
    jdk.tls.disabledAlgorithms=SSLv3, TLSv1, TLSv1.1, RC4, DES, MD5withRSA,
    而正好在我们代码里 createSocketFactory 的时候使用了 TLSv1 这个证书协议

    -
    SSLContext sslContext = SSLContext.getInstance("TLS");
    sslContext.init(kmf.getKeyManagers(), null, new SecureRandom());
    return new SSLConnectionSocketFactory(sslContext, new String[]{"TLSv1"}, null, new DefaultHostnameVerifier());
    -

    所以就有两种方案,一个是使用更新版本的 TLS 或者另一个就是使用比较久的 jdk,这也说明其实即使都是 jdk8 的,不同的小版本差异还是会有些影响,有的时候对于这些错误还是需要更深入地学习,不能一概而之认为就是 jdk 用的是 oracle 还是 openjdk 的,不同的错误可能就需要仔细确认原因所在。

    -]]>
    + mybatis 的 foreach 使用的注意点 + /2022/07/09/mybatis-%E7%9A%84-foreach-%E4%BD%BF%E7%94%A8%E7%9A%84%E6%B3%A8%E6%84%8F%E7%82%B9/ + mybatis 在作为轻量级 orm 框架,如果要使用类似于 in 查询的语句,除了直接替换字符串,还可以使用 foreach 标签
    在mybatis的 dtd 文件中可以看到可以配置这些字段,

    +
    <!ELEMENT foreach (#PCDATA | include | trim | where | set | foreach | choose | if | bind)*>
    <!ATTLIST foreach
    collection CDATA #REQUIRED
    item CDATA #IMPLIED
    index CDATA #IMPLIED
    open CDATA #IMPLIED
    close CDATA #IMPLIED
    separator CDATA #IMPLIED
    >
    +

    collection 表示需要使用 foreach 的集合,item 表示进行迭代的变量名,index 就是索引值,而 open 跟 close
    代表拼接的起始和结束符号,一般就是左右括号,separator 则是每个 item 直接的分隔符

    +

    例如写了一个简单的 sql 查询

    +
    <select id="search" parameterType="list" resultMap="StudentMap">
    select * from student
    <where>
    id in
    <foreach collection="list" item="item" open="(" close=")" separator=",">
    #{item}
    </foreach>
    </where>
    </select>
    +

    这里就发现了一个问题,collection 对应的这个值,如果传入的参数是个 HashMap,collection 的这个值就是以此作为
    key 从这个 HashMap 获取对应的集合,但是这里有几个特殊的小技巧,
    在上面的这个方法对应的接口方法定义中

    +
    public List<Student> search(List<Long> userIds);
    +

    我是这么定义的,而 collection 的值是list,这里就有一点不能理解了,但其实是 mybatis 考虑到使用的方便性,
    帮我们做了一点点小转换,我们翻一下 mybatis 的DefaultSqlSession 中的代码可以看到

    +
    @Override
    public <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds) {
    try {
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, Executor.NO_RESULT_HANDLER);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    // 就是在这帮我们做了转换
    private Object wrapCollection(final Object object) {
    if (object instanceof Collection) {
    StrictMap<Object> map = new StrictMap<Object>();
    map.put("collection", object);
    if (object instanceof List) {
    // 如果类型是list 就会转成以 list 为 key 的 map
    map.put("list", object);
    }
    return map;
    } else if (object != null && object.getClass().isArray()) {
    StrictMap<Object> map = new StrictMap<Object>();
    map.put("array", object);
    return map;
    }
    return object;
    }
    ]]>
    - java + Java + Mybatis + Mysql - java + Java + Mysql + Mybatis
    @@ -2747,8 +2796,8 @@ Java Mybatis - Spring Mysql + Spring Sql注入 Mybatis @@ -2760,26 +2809,48 @@ - mybatis 的 foreach 使用的注意点 - /2022/07/09/mybatis-%E7%9A%84-foreach-%E4%BD%BF%E7%94%A8%E7%9A%84%E6%B3%A8%E6%84%8F%E7%82%B9/ - mybatis 在作为轻量级 orm 框架,如果要使用类似于 in 查询的语句,除了直接替换字符串,还可以使用 foreach 标签
    在mybatis的 dtd 文件中可以看到可以配置这些字段,

    -
    <!ELEMENT foreach (#PCDATA | include | trim | where | set | foreach | choose | if | bind)*>
    <!ATTLIST foreach
    collection CDATA #REQUIRED
    item CDATA #IMPLIED
    index CDATA #IMPLIED
    open CDATA #IMPLIED
    close CDATA #IMPLIED
    separator CDATA #IMPLIED
    >
    -

    collection 表示需要使用 foreach 的集合,item 表示进行迭代的变量名,index 就是索引值,而 open 跟 close
    代表拼接的起始和结束符号,一般就是左右括号,separator 则是每个 item 直接的分隔符

    -

    例如写了一个简单的 sql 查询

    -
    <select id="search" parameterType="list" resultMap="StudentMap">
    select * from student
    <where>
    id in
    <foreach collection="list" item="item" open="(" close=")" separator=",">
    #{item}
    </foreach>
    </where>
    </select>
    -

    这里就发现了一个问题,collection 对应的这个值,如果传入的参数是个 HashMap,collection 的这个值就是以此作为
    key 从这个 HashMap 获取对应的集合,但是这里有几个特殊的小技巧,
    在上面的这个方法对应的接口方法定义中

    -
    public List<Student> search(List<Long> userIds);
    -

    我是这么定义的,而 collection 的值是list,这里就有一点不能理解了,但其实是 mybatis 考虑到使用的方便性,
    帮我们做了一点点小转换,我们翻一下 mybatis 的DefaultSqlSession 中的代码可以看到

    -
    @Override
    public <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds) {
    try {
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, Executor.NO_RESULT_HANDLER);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    // 就是在这帮我们做了转换
    private Object wrapCollection(final Object object) {
    if (object instanceof Collection) {
    StrictMap<Object> map = new StrictMap<Object>();
    map.put("collection", object);
    if (object instanceof List) {
    // 如果类型是list 就会转成以 list 为 key 的 map
    map.put("list", object);
    }
    return map;
    } else if (object != null && object.getClass().isArray()) {
    StrictMap<Object> map = new StrictMap<Object>();
    map.put("array", object);
    return map;
    }
    return object;
    }
    ]]>
    + mybatis 的缓存是怎么回事 + /2020/10/03/mybatis-%E7%9A%84%E7%BC%93%E5%AD%98%E6%98%AF%E6%80%8E%E4%B9%88%E5%9B%9E%E4%BA%8B/ + Java 真的是任何一个中间件,比较常用的那种,都有很多内容值得深挖,比如这个缓存,慢慢有过一些感悟,比如如何提升性能,缓存无疑是一大重要手段,最底层开始 CPU 就有缓存,而且又小又贵,再往上一点内存一般作为硬盘存储在运行时的存储,一般在代码里也会用内存作为一些本地缓存,譬如数据库,像 mysql 这种也是有innodb_buffer_pool来提升查询效率,本质上理解就是用更快的存储作为相对慢存储的缓存,减少查询直接访问较慢的存储,并且这个都是相对的,比起 cpu 的缓存,那内存也是渣,但是与普通机械硬盘相比,那也是两个次元的水平。

    +

    闲扯这么多来说说 mybatis 的缓存,mybatis 一般作为一个轻量级的 orm 使用,相对应的就是比较重量级的 hibernate,不过不在这次讨论范围,上一次是主要讲了 mybatis 在解析 sql 过程中,对于两种占位符的不同替换实现策略,这次主要聊下 mybatis 的缓存,前面其实得了解下前置的东西,比如 sqlsession,先当做我们知道 sqlsession 是个什么玩意,可能或多或少的知道 mybatis 是有两级缓存,

    +

    一级缓存

    第一级的缓存是在 BaseExecutor 中的 PerpetualCache,它是个最基本的缓存实现类,使用了 HashMap 实现缓存功能,代码其实没几十行

    +
    public class PerpetualCache implements Cache {

    private final String id;

    private final Map<Object, Object> cache = new HashMap<>();

    public PerpetualCache(String id) {
    this.id = id;
    }

    @Override
    public String getId() {
    return id;
    }

    @Override
    public int getSize() {
    return cache.size();
    }

    @Override
    public void putObject(Object key, Object value) {
    cache.put(key, value);
    }

    @Override
    public Object getObject(Object key) {
    return cache.get(key);
    }

    @Override
    public Object removeObject(Object key) {
    return cache.remove(key);
    }

    @Override
    public void clear() {
    cache.clear();
    }

    @Override
    public boolean equals(Object o) {
    if (getId() == null) {
    throw new CacheException("Cache instances require an ID.");
    }
    if (this == o) {
    return true;
    }
    if (!(o instanceof Cache)) {
    return false;
    }

    Cache otherCache = (Cache) o;
    return getId().equals(otherCache.getId());
    }

    @Override
    public int hashCode() {
    if (getId() == null) {
    throw new CacheException("Cache instances require an ID.");
    }
    return getId().hashCode();
    }

    }
    +

    可以看一下BaseExecutor 的构造函数

    +
    protected BaseExecutor(Configuration configuration, Transaction transaction) {
    this.transaction = transaction;
    this.deferredLoads = new ConcurrentLinkedQueue<>();
    this.localCache = new PerpetualCache("LocalCache");
    this.localOutputParameterCache = new PerpetualCache("LocalOutputParameterCache");
    this.closed = false;
    this.configuration = configuration;
    this.wrapper = this;
    }
    +

    就是把 PerpetualCache 作为 localCache,然后怎么使用我看简单看一下,BaseExecutor 的查询首先是调用这个函数

    +
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameter);
    CacheKey key = createCacheKey(ms, parameter, rowBounds, boundSql);
    return query(ms, parameter, rowBounds, resultHandler, key, boundSql);
    }
    +

    可以看到首先是调用了 createCacheKey 方法,这个方法呢,先不看怎么写的,如果我们自己要实现这么个缓存,首先这个缓存 key 的设计也是个问题,如果是以表名加主键作为 key,那么分页查询,或者没有主键的时候就不行,来看看 mybatis 是怎么设计的

    +
    @Override
    public CacheKey createCacheKey(MappedStatement ms, Object parameterObject, RowBounds rowBounds, BoundSql boundSql) {
    if (closed) {
    throw new ExecutorException("Executor was closed.");
    }
    CacheKey cacheKey = new CacheKey();
    cacheKey.update(ms.getId());
    cacheKey.update(rowBounds.getOffset());
    cacheKey.update(rowBounds.getLimit());
    cacheKey.update(boundSql.getSql());
    List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
    TypeHandlerRegistry typeHandlerRegistry = ms.getConfiguration().getTypeHandlerRegistry();
    // mimic DefaultParameterHandler logic
    for (ParameterMapping parameterMapping : parameterMappings) {
    if (parameterMapping.getMode() != ParameterMode.OUT) {
    Object value;
    String propertyName = parameterMapping.getProperty();
    if (boundSql.hasAdditionalParameter(propertyName)) {
    value = boundSql.getAdditionalParameter(propertyName);
    } else if (parameterObject == null) {
    value = null;
    } else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
    value = parameterObject;
    } else {
    MetaObject metaObject = configuration.newMetaObject(parameterObject);
    value = metaObject.getValue(propertyName);
    }
    cacheKey.update(value);
    }
    }
    if (configuration.getEnvironment() != null) {
    // issue #176
    cacheKey.update(configuration.getEnvironment().getId());
    }
    return cacheKey;
    }

    +

    首先需要 id,这个 id 是 mapper 里方法的 id, 然后是偏移量跟返回行数,再就是 sql,然后是参数,基本上是会有影响的都加进去了,在这个 update 里面

    +
    public void update(Object object) {
    int baseHashCode = object == null ? 1 : ArrayUtil.hashCode(object);

    count++;
    checksum += baseHashCode;
    baseHashCode *= count;

    hashcode = multiplier * hashcode + baseHashCode;

    updateList.add(object);
    }
    +

    其实是一个 hash 转换,具体不纠结,就是提高特异性,然后回来就是继续调用 query

    +
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
    ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
    if (closed) {
    throw new ExecutorException("Executor was closed.");
    }
    if (queryStack == 0 && ms.isFlushCacheRequired()) {
    clearLocalCache();
    }
    List<E> list;
    try {
    queryStack++;
    list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
    if (list != null) {
    handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
    } else {
    list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
    }
    } finally {
    queryStack--;
    }
    if (queryStack == 0) {
    for (DeferredLoad deferredLoad : deferredLoads) {
    deferredLoad.load();
    }
    // issue #601
    deferredLoads.clear();
    if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
    // issue #482
    clearLocalCache();
    }
    }
    return list;
    }
    +

    可以看到是先从 localCache 里取,取不到再 queryFromDatabase,其实比较简单,这是一级缓存,考虑到 sqlsession 跟 BaseExecutor 的关系,其实是随着 sqlsession 来保证这个缓存不会出现脏数据幻读的情况,当然事务相关的后面可能再单独聊。

    +

    二级缓存

    其实这个一级二级顺序有点反过来,其实查询的是先走的二级缓存,当然二级的需要配置开启,默认不开,
    需要通过

    +
    <setting name="cacheEnabled" value="true"/>
    +

    来开启,然后我们的查询就会走到

    +
    public class CachingExecutor implements Executor {

    private final Executor delegate;
    private final TransactionalCacheManager tcm = new TransactionalCacheManager();
    +

    这个 Executor 中,这里我放了类里面的元素,发现没有一个 Cache 类,这就是一个特点了,往下看查询过程

    +
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameterObject);
    CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
    return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }

    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
    throws SQLException {
    Cache cache = ms.getCache();
    if (cache != null) {
    flushCacheIfRequired(ms);
    if (ms.isUseCache() && resultHandler == null) {
    ensureNoOutParams(ms, boundSql);
    @SuppressWarnings("unchecked")
    List<E> list = (List<E>) tcm.getObject(cache, key);
    if (list == null) {
    list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    tcm.putObject(cache, key, list); // issue #578 and #116
    }
    return list;
    }
    }
    return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    +

    看到没,其实缓存是从 tcm 这个成员变量里取,而这个是什么呢,事务性缓存(直译下),因为这个其实是用 MappedStatement 里的 Cache 作为key 从 tcm 的 map 取出来的

    +
    public class TransactionalCacheManager {

    private final Map<Cache, TransactionalCache> transactionalCaches = new HashMap<>();
    +

    MappedStatement是被全局使用的,所以其实二级缓存是跟着 mapper 的 namespace 走的,可以被多个 CachingExecutor 获取到,就会出现线程安全问题,线程安全问题可以用SynchronizedCache来解决,就是加锁,但是对于事务中的脏读,使用了TransactionalCache来解决这个问题,

    +
    public class TransactionalCache implements Cache {

    private static final Log log = LogFactory.getLog(TransactionalCache.class);

    private final Cache delegate;
    private boolean clearOnCommit;
    private final Map<Object, Object> entriesToAddOnCommit;
    private final Set<Object> entriesMissedInCache;
    +

    在事务还没提交的时候,会把中间状态的数据放在 entriesToAddOnCommit 中,只有在提交后会放进共享缓存中,

    +
    public void commit() {
    if (clearOnCommit) {
    delegate.clear();
    }
    flushPendingEntries();
    reset();
    }
    ]]>
    Java Mybatis - Mysql + Mybatis + Spring + 缓存 + Mybatis Java Mysql Mybatis + 缓存
    @@ -2839,6 +2910,145 @@

    根本的就是从configuration里获取了mappedStatement

    private <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds, ResultHandler handler) {
    try {
    // 这里进行了获取
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, handler);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    +]]> + + Java + Mybatis + + + Java + Mysql + Mybatis + +
    + + mybatis系列-connection连接池解析 + /2023/02/19/mybatis%E7%B3%BB%E5%88%97-connection%E8%BF%9E%E6%8E%A5%E6%B1%A0%E8%A7%A3%E6%9E%90/ + 连接池主要是两个逻辑,首先是获取连接的逻辑,结合代码来讲一讲

    +
    private PooledConnection popConnection(String username, String password) throws SQLException {
    boolean countedWait = false;
    PooledConnection conn = null;
    long t = System.currentTimeMillis();
    int localBadConnectionCount = 0;

    // 循环获取连接
    while (conn == null) {
    // 加锁
    lock.lock();
    try {
    // 如果闲置的连接列表不为空
    if (!state.idleConnections.isEmpty()) {
    // Pool has available connection
    // 连接池有可用的连接
    conn = state.idleConnections.remove(0);
    if (log.isDebugEnabled()) {
    log.debug("Checked out connection " + conn.getRealHashCode() + " from pool.");
    }
    } else {
    // Pool does not have available connection
    // 进入这个分支表示没有空闲连接,但是活跃连接数还没达到最大活跃连接数上限,那么这时候就可以创建一个新连接
    if (state.activeConnections.size() < poolMaximumActiveConnections) {
    // Can create new connection
    // 这里创建连接我们之前讲过,
    conn = new PooledConnection(dataSource.getConnection(), this);
    if (log.isDebugEnabled()) {
    log.debug("Created connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Cannot create new connection
    // 进到这个分支了就表示没法创建新连接了,那么怎么办呢,这里引入了一个 poolMaximumCheckoutTime,这代表了我去控制连接一次被使用的最长时间,如果超过这个时间了,我就要去关闭失效它
    PooledConnection oldestActiveConnection = state.activeConnections.get(0);
    long longestCheckoutTime = oldestActiveConnection.getCheckoutTime();
    if (longestCheckoutTime > poolMaximumCheckoutTime) {
    // Can claim overdue connection
    // 所有超时连接从池中被借出的次数+1
    state.claimedOverdueConnectionCount++;
    // 所有超时连接从池中被借出并归还的时间总和 + 当前连接借出时间
    state.accumulatedCheckoutTimeOfOverdueConnections += longestCheckoutTime;
    // 所有连接从池中被借出并归还的时间总和 + 当前连接借出时间
    state.accumulatedCheckoutTime += longestCheckoutTime;
    // 从活跃连接数中移除此连接
    state.activeConnections.remove(oldestActiveConnection);
    // 如果该连接不是自动提交的,则尝试回滚
    if (!oldestActiveConnection.getRealConnection().getAutoCommit()) {
    try {
    oldestActiveConnection.getRealConnection().rollback();
    } catch (SQLException e) {
    /*
    Just log a message for debug and continue to execute the following
    statement like nothing happened.
    Wrap the bad connection with a new PooledConnection, this will help
    to not interrupt current executing thread and give current thread a
    chance to join the next competition for another valid/good database
    connection. At the end of this loop, bad {@link @conn} will be set as null.
    */
    log.debug("Bad connection. Could not roll back");
    }
    }
    // 用此连接的真实连接再创建一个连接,并设置时间
    conn = new PooledConnection(oldestActiveConnection.getRealConnection(), this);
    conn.setCreatedTimestamp(oldestActiveConnection.getCreatedTimestamp());
    conn.setLastUsedTimestamp(oldestActiveConnection.getLastUsedTimestamp());
    oldestActiveConnection.invalidate();
    if (log.isDebugEnabled()) {
    log.debug("Claimed overdue connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Must wait
    // 这样还是获取不到连接就只能等待了
    try {
    // 标记状态,然后把等待计数+1
    if (!countedWait) {
    state.hadToWaitCount++;
    countedWait = true;
    }
    if (log.isDebugEnabled()) {
    log.debug("Waiting as long as " + poolTimeToWait + " milliseconds for connection.");
    }
    long wt = System.currentTimeMillis();
    // 等待 poolTimeToWait 时间
    condition.await(poolTimeToWait, TimeUnit.MILLISECONDS);
    // 记录等待时间
    state.accumulatedWaitTime += System.currentTimeMillis() - wt;
    } catch (InterruptedException e) {
    // set interrupt flag
    Thread.currentThread().interrupt();
    break;
    }
    }
    }
    }
    // 如果连接不为空
    if (conn != null) {
    // ping to server and check the connection is valid or not
    // 判断是否有效
    if (conn.isValid()) {
    if (!conn.getRealConnection().getAutoCommit()) {
    // 回滚未提交的
    conn.getRealConnection().rollback();
    }
    conn.setConnectionTypeCode(assembleConnectionTypeCode(dataSource.getUrl(), username, password));
    // 设置时间
    conn.setCheckoutTimestamp(System.currentTimeMillis());
    conn.setLastUsedTimestamp(System.currentTimeMillis());
    // 添加进活跃连接
    state.activeConnections.add(conn);
    state.requestCount++;
    state.accumulatedRequestTime += System.currentTimeMillis() - t;
    } else {
    if (log.isDebugEnabled()) {
    log.debug("A bad connection (" + conn.getRealHashCode() + ") was returned from the pool, getting another connection.");
    }
    // 连接无效,坏连接+1
    state.badConnectionCount++;
    localBadConnectionCount++;
    conn = null;
    // 如果坏连接已经超过了容忍上限,就抛异常
    if (localBadConnectionCount > (poolMaximumIdleConnections + poolMaximumLocalBadConnectionTolerance)) {
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Could not get a good connection to the database.");
    }
    throw new SQLException("PooledDataSource: Could not get a good connection to the database.");
    }
    }
    }
    } finally {
    // 释放锁
    lock.unlock();
    }

    }

    if (conn == null) {
    // 连接仍为空
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }
    // 抛出异常
    throw new SQLException("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }
    // fanhui
    return conn;
    }
    + +

    然后是还回连接

    +
    protected void pushConnection(PooledConnection conn) throws SQLException {
    // 加锁
    lock.lock();
    try {
    // 从活跃连接中移除当前连接
    state.activeConnections.remove(conn);
    if (conn.isValid()) {
    // 当前的空闲连接数小于连接池中允许的最大空闲连接数
    if (state.idleConnections.size() < poolMaximumIdleConnections && conn.getConnectionTypeCode() == expectedConnectionTypeCode) {
    // 记录借出时间
    state.accumulatedCheckoutTime += conn.getCheckoutTime();
    if (!conn.getRealConnection().getAutoCommit()) {
    // 同样是做回滚
    conn.getRealConnection().rollback();
    }
    // 新建一个连接
    PooledConnection newConn = new PooledConnection(conn.getRealConnection(), this);
    // 加入到空闲连接列表中
    state.idleConnections.add(newConn);
    newConn.setCreatedTimestamp(conn.getCreatedTimestamp());
    newConn.setLastUsedTimestamp(conn.getLastUsedTimestamp());
    // 原连接失效
    conn.invalidate();
    if (log.isDebugEnabled()) {
    log.debug("Returned connection " + newConn.getRealHashCode() + " to pool.");
    }
    // 提醒前面等待的
    condition.signal();
    } else {
    // 上面是相同的,就是这里是空闲连接数已经超过上限
    state.accumulatedCheckoutTime += conn.getCheckoutTime();
    if (!conn.getRealConnection().getAutoCommit()) {
    conn.getRealConnection().rollback();
    }
    conn.getRealConnection().close();
    if (log.isDebugEnabled()) {
    log.debug("Closed connection " + conn.getRealHashCode() + ".");
    }
    conn.invalidate();
    }
    } else {
    if (log.isDebugEnabled()) {
    log.debug("A bad connection (" + conn.getRealHashCode() + ") attempted to return to the pool, discarding connection.");
    }
    state.badConnectionCount++;
    }
    } finally {
    lock.unlock();
    }
    }
    +]]>
    + + Java + Mybatis + + + Java + Mysql + Mybatis + +
    + + mybatis系列-dataSource解析 + /2023/01/08/mybatis%E7%B3%BB%E5%88%97-dataSource%E8%A7%A3%E6%9E%90/ + DataSource 作为数据库查询的最重要的数据源,在 mybatis 中也展开来说下
    首先是解析的过程

    +
    SqlSessionFactory sqlSessionFactory = new SqlSessionFactoryBuilder().build(inputStream);
    + +

    在构建 SqlSessionFactory 也就是 DefaultSqlSessionFactory 的时候,

    +
    public SqlSessionFactory build(InputStream inputStream) {
    return build(inputStream, null, null);
    }
    public SqlSessionFactory build(InputStream inputStream, String environment, Properties properties) {
    try {
    XMLConfigBuilder parser = new XMLConfigBuilder(inputStream, environment, properties);
    return build(parser.parse());
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error building SqlSession.", e);
    } finally {
    ErrorContext.instance().reset();
    try {
    if (inputStream != null) {
    inputStream.close();
    }
    } catch (IOException e) {
    // Intentionally ignore. Prefer previous error.
    }
    }
    }
    +

    前面也说过,就是解析 mybatis-config.xmlConfiguration

    +
    public Configuration parse() {
    if (parsed) {
    throw new BuilderException("Each XMLConfigBuilder can only be used once.");
    }
    parsed = true;
    parseConfiguration(parser.evalNode("/configuration"));
    return configuration;
    }
    private void parseConfiguration(XNode root) {
    try {
    // issue #117 read properties first
    propertiesElement(root.evalNode("properties"));
    Properties settings = settingsAsProperties(root.evalNode("settings"));
    loadCustomVfs(settings);
    loadCustomLogImpl(settings);
    typeAliasesElement(root.evalNode("typeAliases"));
    pluginElement(root.evalNode("plugins"));
    objectFactoryElement(root.evalNode("objectFactory"));
    objectWrapperFactoryElement(root.evalNode("objectWrapperFactory"));
    reflectorFactoryElement(root.evalNode("reflectorFactory"));
    settingsElement(settings);
    // read it after objectFactory and objectWrapperFactory issue #631
    // -------------> 是在这里解析了DataSource
    environmentsElement(root.evalNode("environments"));
    databaseIdProviderElement(root.evalNode("databaseIdProvider"));
    typeHandlerElement(root.evalNode("typeHandlers"));
    mapperElement(root.evalNode("mappers"));
    } catch (Exception e) {
    throw new BuilderException("Error parsing SQL Mapper Configuration. Cause: " + e, e);
    }
    }
    +

    环境解析了这一块的内容

    +
    <environments default="development">
    <environment id="development">
    <transactionManager type="JDBC"/>
    <dataSource type="POOLED">
    <property name="driver" value="${driver}"/>
    <property name="url" value="${url}"/>
    <property name="username" value="${username}"/>
    <property name="password" value="${password}"/>
    </dataSource>
    </environment>
    </environments>
    +

    解析也是自上而下的,

    +
    private void environmentsElement(XNode context) throws Exception {
    if (context != null) {
    if (environment == null) {
    environment = context.getStringAttribute("default");
    }
    for (XNode child : context.getChildren()) {
    String id = child.getStringAttribute("id");
    if (isSpecifiedEnvironment(id)) {
    TransactionFactory txFactory = transactionManagerElement(child.evalNode("transactionManager"));
    DataSourceFactory dsFactory = dataSourceElement(child.evalNode("dataSource"));
    DataSource dataSource = dsFactory.getDataSource();
    Environment.Builder environmentBuilder = new Environment.Builder(id)
    .transactionFactory(txFactory)
    .dataSource(dataSource);
    configuration.setEnvironment(environmentBuilder.build());
    break;
    }
    }
    }
    }
    +

    前面第一步是解析事务管理器元素

    +
    private TransactionFactory transactionManagerElement(XNode context) throws Exception {
    if (context != null) {
    String type = context.getStringAttribute("type");
    Properties props = context.getChildrenAsProperties();
    TransactionFactory factory = (TransactionFactory) resolveClass(type).getDeclaredConstructor().newInstance();
    factory.setProperties(props);
    return factory;
    }
    throw new BuilderException("Environment declaration requires a TransactionFactory.");
    }
    +

    而这里的 resolveClass 其实就使用了上一篇的 typeAliases 系统,这里是使用了 JdbcTransactionFactory 作为事务管理器,
    后面的就是 DataSourceFactory 的创建也是 DataSource 的创建

    +
    private DataSourceFactory dataSourceElement(XNode context) throws Exception {
    if (context != null) {
    String type = context.getStringAttribute("type");
    Properties props = context.getChildrenAsProperties();
    DataSourceFactory factory = (DataSourceFactory) resolveClass(type).getDeclaredConstructor().newInstance();
    factory.setProperties(props);
    return factory;
    }
    throw new BuilderException("Environment declaration requires a DataSourceFactory.");
    }
    +

    因为在config文件中设置了Pooled,所以对应创建的就是 PooledDataSourceFactory
    但是这里其实有个比较需要注意的,mybatis 这里的其实是继承了 UnpooledDataSourceFactory
    将基础方法都放在了 UnpooledDataSourceFactory

    +
    public class PooledDataSourceFactory extends UnpooledDataSourceFactory {

    public PooledDataSourceFactory() {
    this.dataSource = new PooledDataSource();
    }

    }
    +

    这里只保留了在构造方法里创建 DataSource
    而这个 PooledDataSource 虽然没有直接继承 UnpooledDataSource,但其实
    在构造方法里也是

    +
    public PooledDataSource() {
    dataSource = new UnpooledDataSource();
    }
    +

    至于为什么这么做呢应该也是考虑到能比较多的复用代码,因为 Pooled 其实跟 Unpooled 最重要的差别就在于是不是每次都重开连接
    使用连接池能够让应用在有大量查询的时候不用反复创建连接,省去了建联的网络等开销,Unpooled就是完成与数据库的连接,并可以获取该连接
    主要的代码

    +
    @Override
    public Connection getConnection() throws SQLException {
    return doGetConnection(username, password);
    }

    @Override
    public Connection getConnection(String username, String password) throws SQLException {
    return doGetConnection(username, password);
    }
    private Connection doGetConnection(String username, String password) throws SQLException {
    Properties props = new Properties();
    if (driverProperties != null) {
    props.putAll(driverProperties);
    }
    if (username != null) {
    props.setProperty("user", username);
    }
    if (password != null) {
    props.setProperty("password", password);
    }
    return doGetConnection(props);
    }
    private Connection doGetConnection(Properties properties) throws SQLException {
    initializeDriver();
    Connection connection = DriverManager.getConnection(url, properties);
    configureConnection(connection);
    return connection;
    }
    +

    而对于Pooled就会处理池化的逻辑

    +
    private PooledConnection popConnection(String username, String password) throws SQLException {
    boolean countedWait = false;
    PooledConnection conn = null;
    long t = System.currentTimeMillis();
    int localBadConnectionCount = 0;

    while (conn == null) {
    lock.lock();
    try {
    if (!state.idleConnections.isEmpty()) {
    // Pool has available connection
    conn = state.idleConnections.remove(0);
    if (log.isDebugEnabled()) {
    log.debug("Checked out connection " + conn.getRealHashCode() + " from pool.");
    }
    } else {
    // Pool does not have available connection
    if (state.activeConnections.size() < poolMaximumActiveConnections) {
    // Can create new connection
    conn = new PooledConnection(dataSource.getConnection(), this);
    if (log.isDebugEnabled()) {
    log.debug("Created connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Cannot create new connection
    PooledConnection oldestActiveConnection = state.activeConnections.get(0);
    long longestCheckoutTime = oldestActiveConnection.getCheckoutTime();
    if (longestCheckoutTime > poolMaximumCheckoutTime) {
    // Can claim overdue connection
    state.claimedOverdueConnectionCount++;
    state.accumulatedCheckoutTimeOfOverdueConnections += longestCheckoutTime;
    state.accumulatedCheckoutTime += longestCheckoutTime;
    state.activeConnections.remove(oldestActiveConnection);
    if (!oldestActiveConnection.getRealConnection().getAutoCommit()) {
    try {
    oldestActiveConnection.getRealConnection().rollback();
    } catch (SQLException e) {
    /*
    Just log a message for debug and continue to execute the following
    statement like nothing happened.
    Wrap the bad connection with a new PooledConnection, this will help
    to not interrupt current executing thread and give current thread a
    chance to join the next competition for another valid/good database
    connection. At the end of this loop, bad {@link @conn} will be set as null.
    */
    log.debug("Bad connection. Could not roll back");
    }
    }
    conn = new PooledConnection(oldestActiveConnection.getRealConnection(), this);
    conn.setCreatedTimestamp(oldestActiveConnection.getCreatedTimestamp());
    conn.setLastUsedTimestamp(oldestActiveConnection.getLastUsedTimestamp());
    oldestActiveConnection.invalidate();
    if (log.isDebugEnabled()) {
    log.debug("Claimed overdue connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Must wait
    try {
    if (!countedWait) {
    state.hadToWaitCount++;
    countedWait = true;
    }
    if (log.isDebugEnabled()) {
    log.debug("Waiting as long as " + poolTimeToWait + " milliseconds for connection.");
    }
    long wt = System.currentTimeMillis();
    condition.await(poolTimeToWait, TimeUnit.MILLISECONDS);
    state.accumulatedWaitTime += System.currentTimeMillis() - wt;
    } catch (InterruptedException e) {
    // set interrupt flag
    Thread.currentThread().interrupt();
    break;
    }
    }
    }
    }
    if (conn != null) {
    // ping to server and check the connection is valid or not
    if (conn.isValid()) {
    if (!conn.getRealConnection().getAutoCommit()) {
    conn.getRealConnection().rollback();
    }
    conn.setConnectionTypeCode(assembleConnectionTypeCode(dataSource.getUrl(), username, password));
    conn.setCheckoutTimestamp(System.currentTimeMillis());
    conn.setLastUsedTimestamp(System.currentTimeMillis());
    state.activeConnections.add(conn);
    state.requestCount++;
    state.accumulatedRequestTime += System.currentTimeMillis() - t;
    } else {
    if (log.isDebugEnabled()) {
    log.debug("A bad connection (" + conn.getRealHashCode() + ") was returned from the pool, getting another connection.");
    }
    state.badConnectionCount++;
    localBadConnectionCount++;
    conn = null;
    if (localBadConnectionCount > (poolMaximumIdleConnections + poolMaximumLocalBadConnectionTolerance)) {
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Could not get a good connection to the database.");
    }
    throw new SQLException("PooledDataSource: Could not get a good connection to the database.");
    }
    }
    }
    } finally {
    lock.unlock();
    }

    }

    if (conn == null) {
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }
    throw new SQLException("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }

    return conn;
    }
    +

    它的入口不是个get方法,而是pop,从含义来来讲就不一样
    org.apache.ibatis.datasource.pooled.PooledDataSource#getConnection()

    +
    @Override
    public Connection getConnection() throws SQLException {
    return popConnection(dataSource.getUsername(), dataSource.getPassword()).getProxyConnection();
    }
    +

    对于具体怎么获取连接我们可以下一篇具体讲下

    +]]>
    + + Java + Mybatis + + + Java + Mysql + Mybatis + +
    + + mybatis系列-foreach 解析 + /2023/06/11/mybatis%E7%B3%BB%E5%88%97-foreach-%E8%A7%A3%E6%9E%90/ + 在 org.apache.ibatis.builder.xml.XMLConfigBuilder#parseConfiguration 中进行配置解析,其中这一行就是解析 mappers

    +
    mapperElement(root.evalNode("mappers"));
    +

    具体的代码会执行到这

    +
    private void mapperElement(XNode parent) throws Exception {
    if (parent != null) {
    for (XNode child : parent.getChildren()) {
    if ("package".equals(child.getName())) {
    // 这里解析的不是 package
    String mapperPackage = child.getStringAttribute("name");
    configuration.addMappers(mapperPackage);
    } else {
    // 根据 resource 和 url 还有 mapperClass 判断
    String resource = child.getStringAttribute("resource");
    String url = child.getStringAttribute("url");
    String mapperClass = child.getStringAttribute("class");
    // resource 不为空其他为空的情况,就开始将 resource 读成输入流
    if (resource != null && url == null && mapperClass == null) {
    ErrorContext.instance().resource(resource);
    try(InputStream inputStream = Resources.getResourceAsStream(resource)) {
    // 初始化 XMLMapperBuilder 来解析 mapper
    XMLMapperBuilder mapperParser = new XMLMapperBuilder(inputStream, configuration, resource, configuration.getSqlFragments());
    mapperParser.parse();
    }
    +

    然后再是 parse 过程

    +
    public void parse() {
    if (!configuration.isResourceLoaded(resource)) {
    // 解析 mapper 节点,也就是下图中的mapper
    configurationElement(parser.evalNode("/mapper"));
    configuration.addLoadedResource(resource);
    bindMapperForNamespace();
    }

    parsePendingResultMaps();
    parsePendingCacheRefs();
    parsePendingStatements();
    }
    +

    image

    +

    继续往下走

    +
    private void configurationElement(XNode context) {
    try {
    String namespace = context.getStringAttribute("namespace");
    if (namespace == null || namespace.isEmpty()) {
    throw new BuilderException("Mapper's namespace cannot be empty");
    }
    builderAssistant.setCurrentNamespace(namespace);
    // 处理cache 和 cache 应用
    cacheRefElement(context.evalNode("cache-ref"));
    cacheElement(context.evalNode("cache"));
    parameterMapElement(context.evalNodes("/mapper/parameterMap"));
    resultMapElements(context.evalNodes("/mapper/resultMap"));
    sqlElement(context.evalNodes("/mapper/sql"));
    // 因为我们是个 sql 查询,所以具体逻辑是在这里面
    buildStatementFromContext(context.evalNodes("select|insert|update|delete"));
    } catch (Exception e) {
    throw new BuilderException("Error parsing Mapper XML. The XML location is '" + resource + "'. Cause: " + e, e);
    }
    }
    +

    然后是

    +
    private void buildStatementFromContext(List<XNode> list) {
    if (configuration.getDatabaseId() != null) {
    buildStatementFromContext(list, configuration.getDatabaseId());
    }
    // 然后没有 databaseId 就走到这
    buildStatementFromContext(list, null);
    }
    +

    继续

    +
    private void buildStatementFromContext(List<XNode> list, String requiredDatabaseId) {
    for (XNode context : list) {
    // 创建语句解析器
    final XMLStatementBuilder statementParser = new XMLStatementBuilder(configuration, builderAssistant, context, requiredDatabaseId);
    try {
    // 解析节点
    statementParser.parseStatementNode();
    } catch (IncompleteElementException e) {
    configuration.addIncompleteStatement(statementParser);
    }
    }
    }
    +

    这个代码比较长,做下简略,只保留相关代码

    +
    public void parseStatementNode() {
    String id = context.getStringAttribute("id");
    String databaseId = context.getStringAttribute("databaseId");

    if (!databaseIdMatchesCurrent(id, databaseId, this.requiredDatabaseId)) {
    return;
    }

    String nodeName = context.getNode().getNodeName();
    SqlCommandType sqlCommandType = SqlCommandType.valueOf(nodeName.toUpperCase(Locale.ENGLISH));
    boolean isSelect = sqlCommandType == SqlCommandType.SELECT;
    boolean flushCache = context.getBooleanAttribute("flushCache", !isSelect);
    boolean useCache = context.getBooleanAttribute("useCache", isSelect);
    boolean resultOrdered = context.getBooleanAttribute("resultOrdered", false);


    // 简略前后代码,主要看这里,创建 sqlSource

    SqlSource sqlSource = langDriver.createSqlSource(configuration, context, parameterTypeClass);


    +

    然后根据 LanguageDriver,我们这用的 XMLLanguageDriver,先是初始化

    +
      @Override
    public SqlSource createSqlSource(Configuration configuration, XNode script, Class<?> parameterType) {
    XMLScriptBuilder builder = new XMLScriptBuilder(configuration, script, parameterType);
    return builder.parseScriptNode();
    }
    // 初始化有一些逻辑
    public XMLScriptBuilder(Configuration configuration, XNode context, Class<?> parameterType) {
    super(configuration);
    this.context = context;
    this.parameterType = parameterType;
    // 特别是这,我这次特意在 mapper 中加了 foreach,就是为了说下这一块的解析
    initNodeHandlerMap();
    }
    // 设置各种类型的处理器
    private void initNodeHandlerMap() {
    nodeHandlerMap.put("trim", new TrimHandler());
    nodeHandlerMap.put("where", new WhereHandler());
    nodeHandlerMap.put("set", new SetHandler());
    nodeHandlerMap.put("foreach", new ForEachHandler());
    nodeHandlerMap.put("if", new IfHandler());
    nodeHandlerMap.put("choose", new ChooseHandler());
    nodeHandlerMap.put("when", new IfHandler());
    nodeHandlerMap.put("otherwise", new OtherwiseHandler());
    nodeHandlerMap.put("bind", new BindHandler());
    }
    +

    初始化解析器以后就开始解析了

    +
    public SqlSource parseScriptNode() {
    // 先是解析 parseDynamicTags
    MixedSqlNode rootSqlNode = parseDynamicTags(context);
    SqlSource sqlSource;
    if (isDynamic) {
    sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
    } else {
    sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
    }
    return sqlSource;
    }
    +

    但是这里可能做的事情比较多

    +
    protected MixedSqlNode parseDynamicTags(XNode node) {
    List<SqlNode> contents = new ArrayList<>();
    // 获取子节点,这里可以把我 xml 中的 SELECT 语句分成三部分,第一部分是 select 到 in,然后是 foreach 部分,最后是\n结束符
    NodeList children = node.getNode().getChildNodes();
    for (int i = 0; i < children.getLength(); i++) {
    XNode child = node.newXNode(children.item(i));
    // 第一个节点是个纯 text 节点就会走到这
    if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
    String data = child.getStringBody("");
    TextSqlNode textSqlNode = new TextSqlNode(data);
    if (textSqlNode.isDynamic()) {
    contents.add(textSqlNode);
    isDynamic = true;
    } else {
    // 在 content 中添加这个 node
    contents.add(new StaticTextSqlNode(data));
    }
    } else if (child.getNode().getNodeType() == Node.ELEMENT_NODE) { // issue #628
    // 第二个节点是个带 foreach 的,是个内部元素节点
    String nodeName = child.getNode().getNodeName();
    // 通过 nodeName 获取处理器
    NodeHandler handler = nodeHandlerMap.get(nodeName);
    if (handler == null) {
    throw new BuilderException("Unknown element <" + nodeName + "> in SQL statement.");
    }
    // 调用处理器来处理
    handler.handleNode(child, contents);
    isDynamic = true;
    }
    }
    // 然后返回这个混合 sql 节点
    return new MixedSqlNode(contents);
    }
    +

    再看下 handleNode 的逻辑

    +
        @Override
    public void handleNode(XNode nodeToHandle, List<SqlNode> targetContents) {
    // 又会套娃执行这里的 parseDynamicTags
    MixedSqlNode mixedSqlNode = parseDynamicTags(nodeToHandle);
    String collection = nodeToHandle.getStringAttribute("collection");
    Boolean nullable = nodeToHandle.getBooleanAttribute("nullable");
    String item = nodeToHandle.getStringAttribute("item");
    String index = nodeToHandle.getStringAttribute("index");
    String open = nodeToHandle.getStringAttribute("open");
    String close = nodeToHandle.getStringAttribute("close");
    String separator = nodeToHandle.getStringAttribute("separator");
    ForEachSqlNode forEachSqlNode = new ForEachSqlNode(configuration, mixedSqlNode, collection, nullable, index, item, open, close, separator);
    targetContents.add(forEachSqlNode);
    }
    // 这里走的逻辑不一样了
    protected MixedSqlNode parseDynamicTags(XNode node) {
    List<SqlNode> contents = new ArrayList<>();
    // 这里是 foreach 内部的,所以是个 text_node
    NodeList children = node.getNode().getChildNodes();
    for (int i = 0; i < children.getLength(); i++) {
    XNode child = node.newXNode(children.item(i));
    // 第一个节点是个纯 text 节点就会走到这
    if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
    String data = child.getStringBody("");
    TextSqlNode textSqlNode = new TextSqlNode(data);
    // 判断是否动态是根据代码里是否有 ${}
    if (textSqlNode.isDynamic()) {
    contents.add(textSqlNode);
    isDynamic = true;
    } else {
    // 所以还是会走到这
    // 在 content 中添加这个 node
    contents.add(new StaticTextSqlNode(data));
    }
    // 最后继续包装成 MixedSqlNode
    // 再回到这里
    @Override
    public void handleNode(XNode nodeToHandle, List<SqlNode> targetContents) {
    MixedSqlNode mixedSqlNode = parseDynamicTags(nodeToHandle);
    // 处理 foreach 内部的各个变量
    String collection = nodeToHandle.getStringAttribute("collection");
    Boolean nullable = nodeToHandle.getBooleanAttribute("nullable");
    String item = nodeToHandle.getStringAttribute("item");
    String index = nodeToHandle.getStringAttribute("index");
    String open = nodeToHandle.getStringAttribute("open");
    String close = nodeToHandle.getStringAttribute("close");
    String separator = nodeToHandle.getStringAttribute("separator");
    ForEachSqlNode forEachSqlNode = new ForEachSqlNode(configuration, mixedSqlNode, collection, nullable, index, item, open, close, separator);
    targetContents.add(forEachSqlNode);
    }
    +

    再回过来

    +
    public SqlSource parseScriptNode() {
    MixedSqlNode rootSqlNode = parseDynamicTags(context);
    SqlSource sqlSource;
    // 因为在 foreach 节点处理时直接是把 isDynamic 置成了 true
    if (isDynamic) {
    // 所以是个 DynamicSqlSource
    sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
    } else {
    sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
    }
    return sqlSource;
    }
    +

    这里就做完了预处理工作,真正在执行的执行的时候还需要进一步解析

    +

    因为前面讲过很多了,所以直接跳到这里

    +
      @Override
    public <T> T selectOne(String statement, Object parameter) {
    // Popular vote was to return null on 0 results and throw exception on too many.
    // 都知道是在这进去
    List<T> list = this.selectList(statement, parameter);
    if (list.size() == 1) {
    return list.get(0);
    } else if (list.size() > 1) {
    throw new TooManyResultsException("Expected one result (or null) to be returned by selectOne(), but found: " + list.size());
    } else {
    return null;
    }
    }

    @Override
    public <E> List<E> selectList(String statement, Object parameter) {
    return this.selectList(statement, parameter, RowBounds.DEFAULT);
    }
    @Override
    public <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds) {
    return selectList(statement, parameter, rowBounds, Executor.NO_RESULT_HANDLER);
    }
    private <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds, ResultHandler handler) {
    try {
    // 前面也讲过这个,
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, handler);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    // 包括这里,是调用的org.apache.ibatis.executor.CachingExecutor#query(org.apache.ibatis.mapping.MappedStatement, java.lang.Object, org.apache.ibatis.session.RowBounds, org.apache.ibatis.session.ResultHandler)
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameterObject);
    CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
    return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    // 然后是获取 BoundSql
    public BoundSql getBoundSql(Object parameterObject) {
    BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
    List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
    if (parameterMappings == null || parameterMappings.isEmpty()) {
    boundSql = new BoundSql(configuration, boundSql.getSql(), parameterMap.getParameterMappings(), parameterObject);
    }

    // check for nested result maps in parameter mappings (issue #30)
    for (ParameterMapping pm : boundSql.getParameterMappings()) {
    String rmId = pm.getResultMapId();
    if (rmId != null) {
    ResultMap rm = configuration.getResultMap(rmId);
    if (rm != null) {
    hasNestedResultMaps |= rm.hasNestedResultMaps();
    }
    }
    }

    return boundSql;
    }
    // 因为前面讲了是生成的 DynamicSqlSource,所以也是调用这个的 getBoundSql
    @Override
    public BoundSql getBoundSql(Object parameterObject) {
    DynamicContext context = new DynamicContext(configuration, parameterObject);
    // 重点关注着
    rootSqlNode.apply(context);
    SqlSourceBuilder sqlSourceParser = new SqlSourceBuilder(configuration);
    Class<?> parameterType = parameterObject == null ? Object.class : parameterObject.getClass();
    SqlSource sqlSource = sqlSourceParser.parse(context.getSql(), parameterType, context.getBindings());
    BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
    context.getBindings().forEach(boundSql::setAdditionalParameter);
    return boundSql;
    }
    // 继续是这个 DynamicSqlNode 的 apply
    public boolean apply(DynamicContext context) {
    contents.forEach(node -> node.apply(context));
    return true;
    }
    // 看下面的图
    +

    image

    +

    我们重点看 foreach 的逻辑

    +
    @Override
    public boolean apply(DynamicContext context) {
    Map<String, Object> bindings = context.getBindings();
    final Iterable<?> iterable = evaluator.evaluateIterable(collectionExpression, bindings,
    Optional.ofNullable(nullable).orElseGet(configuration::isNullableOnForEach));
    if (iterable == null || !iterable.iterator().hasNext()) {
    return true;
    }
    boolean first = true;
    // 开始符号
    applyOpen(context);
    int i = 0;
    for (Object o : iterable) {
    DynamicContext oldContext = context;
    if (first || separator == null) {
    context = new PrefixedContext(context, "");
    } else {
    context = new PrefixedContext(context, separator);
    }
    int uniqueNumber = context.getUniqueNumber();
    // Issue #709
    if (o instanceof Map.Entry) {
    @SuppressWarnings("unchecked")
    Map.Entry<Object, Object> mapEntry = (Map.Entry<Object, Object>) o;
    applyIndex(context, mapEntry.getKey(), uniqueNumber);
    applyItem(context, mapEntry.getValue(), uniqueNumber);
    } else {
    applyIndex(context, i, uniqueNumber);
    applyItem(context, o, uniqueNumber);
    }
    // 转换变量名,变成这种形式 select * from student where id in
    // (
    // #{__frch_id_0}
    // )
    contents.apply(new FilteredDynamicContext(configuration, context, index, item, uniqueNumber));
    if (first) {
    first = !((PrefixedContext) context).isPrefixApplied();
    }
    context = oldContext;
    i++;
    }
    applyClose(context);
    context.getBindings().remove(item);
    context.getBindings().remove(index);
    return true;
    }
    // 回到外层就会调用 parse 方法, 把#{} 这段替换成 ?
    public SqlSource parse(String originalSql, Class<?> parameterType, Map<String, Object> additionalParameters) {
    ParameterMappingTokenHandler handler = new ParameterMappingTokenHandler(configuration, parameterType, additionalParameters);
    GenericTokenParser parser = new GenericTokenParser("#{", "}", handler);
    String sql;
    if (configuration.isShrinkWhitespacesInSql()) {
    sql = parser.parse(removeExtraWhitespaces(originalSql));
    } else {
    sql = parser.parse(originalSql);
    }
    return new StaticSqlSource(configuration, sql, handler.getParameterMappings());
    }
    +

    image

    +

    可以看到这里,然后再进行替换

    +

    image

    +

    真实的从 ? 替换成具体的变量值,是在这里
    org.apache.ibatis.executor.SimpleExecutor#doQuery
    调用了

    +
    private Statement prepareStatement(StatementHandler handler, Log statementLog) throws SQLException {
    Statement stmt;
    Connection connection = getConnection(statementLog);
    stmt = handler.prepare(connection, transaction.getTimeout());
    handler.parameterize(stmt);
    return stmt;
    }
    @Override
    public void parameterize(Statement statement) throws SQLException {
    parameterHandler.setParameters((PreparedStatement) statement);
    }
    @Override
    public void setParameters(PreparedStatement ps) {
    ErrorContext.instance().activity("setting parameters").object(mappedStatement.getParameterMap().getId());
    List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
    if (parameterMappings != null) {
    for (int i = 0; i < parameterMappings.size(); i++) {
    ParameterMapping parameterMapping = parameterMappings.get(i);
    if (parameterMapping.getMode() != ParameterMode.OUT) {
    Object value;
    String propertyName = parameterMapping.getProperty();
    if (boundSql.hasAdditionalParameter(propertyName)) { // issue #448 ask first for additional params
    value = boundSql.getAdditionalParameter(propertyName);
    } else if (parameterObject == null) {
    value = null;
    } else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
    value = parameterObject;
    } else {
    MetaObject metaObject = configuration.newMetaObject(parameterObject);
    value = metaObject.getValue(propertyName);
    }
    TypeHandler typeHandler = parameterMapping.getTypeHandler();
    JdbcType jdbcType = parameterMapping.getJdbcType();
    if (value == null && jdbcType == null) {
    jdbcType = configuration.getJdbcTypeForNull();
    }
    try {
    // -------------------------->
    // 替换变量
    typeHandler.setParameter(ps, i + 1, value, jdbcType);
    } catch (TypeException | SQLException e) {
    throw new TypeException("Could not set parameters for mapping: " + parameterMapping + ". Cause: " + e, e);
    }
    }
    }
    }
    }
    +]]>
    + + Java + Mybatis + + + Java + Mysql + Mybatis + +
    + + mybatis系列-sql 类的简单使用 + /2023/03/12/mybatis%E7%B3%BB%E5%88%97-sql-%E7%B1%BB%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/ + mybatis 还有个比较有趣的功能,就是使用 SQL 类生成 sql,有点类似于 hibernate 或者像 php 的 laravel 框架等的,就是把sql 这种放在 xml 里或者代码里直接写 sql 用对象的形式

    +

    select语句

    比如这样

    +
    public static void main(String[] args) {
    String selectSql = new SQL() {{
    SELECT("id", "name");
    FROM("student");
    WHERE("id = #{id}");
    }}.toString();
    System.out.println(selectSql);
    }
    +

    打印出来就是

    +
    SELECT id, name
    FROM student
    WHERE (id = #{id})
    +

    应付简单的 sql 查询基本都可以这么解决,如果习惯这种模式,还是不错的,
    其实以面向对象的编程模式来说,这样是比较符合面向对象的,先不深入的解析这块的源码,先从使用角度讲一下

    +

    比如 update 语句

    String updateSql = new SQL() {{
    UPDATE("student");
    SET("name = #{name}");
    WHERE("id = #{id}");
    }}.toString();
    +

    打印输出就是

    +
    UPDATE student
    SET name = #{name}
    WHERE (id = #{id})
    + +

    insert 语句

    String insertSql = new SQL() {{
    INSERT_INTO("student");
    VALUES("name", "#{name}");
    VALUES("age", "#{age}");
    }}.toString();
    System.out.println(insertSql);
    +

    打印输出

    +
    INSERT INTO student
    (name, age)
    VALUES (#{name}, #{age})
    +

    delete语句

    String deleteSql = new SQL() {{
    DELETE_FROM("student");
    WHERE("id = #{id}");
    }}.toString();
    System.out.println(deleteSql);
    +

    打印输出

    +
    DELETE FROM student
    WHERE (id = #{id})
    ]]>
    Java @@ -2872,56 +3082,6 @@

    上面的可以看出来就是按我们常规的 sql 理解顺序来处理
    就是select ... from ... where ... 这样子
    再看下 sqlClause 的代码

    private void sqlClause(SafeAppendable builder, String keyword, List<String> parts, String open, String close,
    String conjunction) {
    if (!parts.isEmpty()) {
    if (!builder.isEmpty()) {
    builder.append("\n");
    }
    builder.append(keyword);
    builder.append(" ");
    builder.append(open);
    String last = "________";
    for (int i = 0, n = parts.size(); i < n; i++) {
    String part = parts.get(i);
    if (i > 0 && !part.equals(AND) && !part.equals(OR) && !last.equals(AND) && !last.equals(OR)) {
    builder.append(conjunction);
    }
    builder.append(part);
    last = part;
    }
    builder.append(close);
    }
    }

    这里的拼接方式还需要判断 AND 和 OR 的判断逻辑,其他就没什么特别的了,只是where 语句中的 lastList 不知道是干嘛的,好像只有添加跟赋值的操作,有知道的大神也可以评论指导下

    -]]> - - Java - Mybatis - - - Java - Mysql - Mybatis - -
    - - mybatis系列-foreach 解析 - /2023/06/11/mybatis%E7%B3%BB%E5%88%97-foreach-%E8%A7%A3%E6%9E%90/ - 在 org.apache.ibatis.builder.xml.XMLConfigBuilder#parseConfiguration 中进行配置解析,其中这一行就是解析 mappers

    -
    mapperElement(root.evalNode("mappers"));
    -

    具体的代码会执行到这

    -
    private void mapperElement(XNode parent) throws Exception {
    if (parent != null) {
    for (XNode child : parent.getChildren()) {
    if ("package".equals(child.getName())) {
    // 这里解析的不是 package
    String mapperPackage = child.getStringAttribute("name");
    configuration.addMappers(mapperPackage);
    } else {
    // 根据 resource 和 url 还有 mapperClass 判断
    String resource = child.getStringAttribute("resource");
    String url = child.getStringAttribute("url");
    String mapperClass = child.getStringAttribute("class");
    // resource 不为空其他为空的情况,就开始将 resource 读成输入流
    if (resource != null && url == null && mapperClass == null) {
    ErrorContext.instance().resource(resource);
    try(InputStream inputStream = Resources.getResourceAsStream(resource)) {
    // 初始化 XMLMapperBuilder 来解析 mapper
    XMLMapperBuilder mapperParser = new XMLMapperBuilder(inputStream, configuration, resource, configuration.getSqlFragments());
    mapperParser.parse();
    }
    -

    然后再是 parse 过程

    -
    public void parse() {
    if (!configuration.isResourceLoaded(resource)) {
    // 解析 mapper 节点,也就是下图中的mapper
    configurationElement(parser.evalNode("/mapper"));
    configuration.addLoadedResource(resource);
    bindMapperForNamespace();
    }

    parsePendingResultMaps();
    parsePendingCacheRefs();
    parsePendingStatements();
    }
    -

    image

    -

    继续往下走

    -
    private void configurationElement(XNode context) {
    try {
    String namespace = context.getStringAttribute("namespace");
    if (namespace == null || namespace.isEmpty()) {
    throw new BuilderException("Mapper's namespace cannot be empty");
    }
    builderAssistant.setCurrentNamespace(namespace);
    // 处理cache 和 cache 应用
    cacheRefElement(context.evalNode("cache-ref"));
    cacheElement(context.evalNode("cache"));
    parameterMapElement(context.evalNodes("/mapper/parameterMap"));
    resultMapElements(context.evalNodes("/mapper/resultMap"));
    sqlElement(context.evalNodes("/mapper/sql"));
    // 因为我们是个 sql 查询,所以具体逻辑是在这里面
    buildStatementFromContext(context.evalNodes("select|insert|update|delete"));
    } catch (Exception e) {
    throw new BuilderException("Error parsing Mapper XML. The XML location is '" + resource + "'. Cause: " + e, e);
    }
    }
    -

    然后是

    -
    private void buildStatementFromContext(List<XNode> list) {
    if (configuration.getDatabaseId() != null) {
    buildStatementFromContext(list, configuration.getDatabaseId());
    }
    // 然后没有 databaseId 就走到这
    buildStatementFromContext(list, null);
    }
    -

    继续

    -
    private void buildStatementFromContext(List<XNode> list, String requiredDatabaseId) {
    for (XNode context : list) {
    // 创建语句解析器
    final XMLStatementBuilder statementParser = new XMLStatementBuilder(configuration, builderAssistant, context, requiredDatabaseId);
    try {
    // 解析节点
    statementParser.parseStatementNode();
    } catch (IncompleteElementException e) {
    configuration.addIncompleteStatement(statementParser);
    }
    }
    }
    -

    这个代码比较长,做下简略,只保留相关代码

    -
    public void parseStatementNode() {
    String id = context.getStringAttribute("id");
    String databaseId = context.getStringAttribute("databaseId");

    if (!databaseIdMatchesCurrent(id, databaseId, this.requiredDatabaseId)) {
    return;
    }

    String nodeName = context.getNode().getNodeName();
    SqlCommandType sqlCommandType = SqlCommandType.valueOf(nodeName.toUpperCase(Locale.ENGLISH));
    boolean isSelect = sqlCommandType == SqlCommandType.SELECT;
    boolean flushCache = context.getBooleanAttribute("flushCache", !isSelect);
    boolean useCache = context.getBooleanAttribute("useCache", isSelect);
    boolean resultOrdered = context.getBooleanAttribute("resultOrdered", false);


    // 简略前后代码,主要看这里,创建 sqlSource

    SqlSource sqlSource = langDriver.createSqlSource(configuration, context, parameterTypeClass);


    -

    然后根据 LanguageDriver,我们这用的 XMLLanguageDriver,先是初始化

    -
      @Override
    public SqlSource createSqlSource(Configuration configuration, XNode script, Class<?> parameterType) {
    XMLScriptBuilder builder = new XMLScriptBuilder(configuration, script, parameterType);
    return builder.parseScriptNode();
    }
    // 初始化有一些逻辑
    public XMLScriptBuilder(Configuration configuration, XNode context, Class<?> parameterType) {
    super(configuration);
    this.context = context;
    this.parameterType = parameterType;
    // 特别是这,我这次特意在 mapper 中加了 foreach,就是为了说下这一块的解析
    initNodeHandlerMap();
    }
    // 设置各种类型的处理器
    private void initNodeHandlerMap() {
    nodeHandlerMap.put("trim", new TrimHandler());
    nodeHandlerMap.put("where", new WhereHandler());
    nodeHandlerMap.put("set", new SetHandler());
    nodeHandlerMap.put("foreach", new ForEachHandler());
    nodeHandlerMap.put("if", new IfHandler());
    nodeHandlerMap.put("choose", new ChooseHandler());
    nodeHandlerMap.put("when", new IfHandler());
    nodeHandlerMap.put("otherwise", new OtherwiseHandler());
    nodeHandlerMap.put("bind", new BindHandler());
    }
    -

    初始化解析器以后就开始解析了

    -
    public SqlSource parseScriptNode() {
    // 先是解析 parseDynamicTags
    MixedSqlNode rootSqlNode = parseDynamicTags(context);
    SqlSource sqlSource;
    if (isDynamic) {
    sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
    } else {
    sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
    }
    return sqlSource;
    }
    -

    但是这里可能做的事情比较多

    -
    protected MixedSqlNode parseDynamicTags(XNode node) {
    List<SqlNode> contents = new ArrayList<>();
    // 获取子节点,这里可以把我 xml 中的 SELECT 语句分成三部分,第一部分是 select 到 in,然后是 foreach 部分,最后是\n结束符
    NodeList children = node.getNode().getChildNodes();
    for (int i = 0; i < children.getLength(); i++) {
    XNode child = node.newXNode(children.item(i));
    // 第一个节点是个纯 text 节点就会走到这
    if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
    String data = child.getStringBody("");
    TextSqlNode textSqlNode = new TextSqlNode(data);
    if (textSqlNode.isDynamic()) {
    contents.add(textSqlNode);
    isDynamic = true;
    } else {
    // 在 content 中添加这个 node
    contents.add(new StaticTextSqlNode(data));
    }
    } else if (child.getNode().getNodeType() == Node.ELEMENT_NODE) { // issue #628
    // 第二个节点是个带 foreach 的,是个内部元素节点
    String nodeName = child.getNode().getNodeName();
    // 通过 nodeName 获取处理器
    NodeHandler handler = nodeHandlerMap.get(nodeName);
    if (handler == null) {
    throw new BuilderException("Unknown element <" + nodeName + "> in SQL statement.");
    }
    // 调用处理器来处理
    handler.handleNode(child, contents);
    isDynamic = true;
    }
    }
    // 然后返回这个混合 sql 节点
    return new MixedSqlNode(contents);
    }
    -

    再看下 handleNode 的逻辑

    -
        @Override
    public void handleNode(XNode nodeToHandle, List<SqlNode> targetContents) {
    // 又会套娃执行这里的 parseDynamicTags
    MixedSqlNode mixedSqlNode = parseDynamicTags(nodeToHandle);
    String collection = nodeToHandle.getStringAttribute("collection");
    Boolean nullable = nodeToHandle.getBooleanAttribute("nullable");
    String item = nodeToHandle.getStringAttribute("item");
    String index = nodeToHandle.getStringAttribute("index");
    String open = nodeToHandle.getStringAttribute("open");
    String close = nodeToHandle.getStringAttribute("close");
    String separator = nodeToHandle.getStringAttribute("separator");
    ForEachSqlNode forEachSqlNode = new ForEachSqlNode(configuration, mixedSqlNode, collection, nullable, index, item, open, close, separator);
    targetContents.add(forEachSqlNode);
    }
    // 这里走的逻辑不一样了
    protected MixedSqlNode parseDynamicTags(XNode node) {
    List<SqlNode> contents = new ArrayList<>();
    // 这里是 foreach 内部的,所以是个 text_node
    NodeList children = node.getNode().getChildNodes();
    for (int i = 0; i < children.getLength(); i++) {
    XNode child = node.newXNode(children.item(i));
    // 第一个节点是个纯 text 节点就会走到这
    if (child.getNode().getNodeType() == Node.CDATA_SECTION_NODE || child.getNode().getNodeType() == Node.TEXT_NODE) {
    String data = child.getStringBody("");
    TextSqlNode textSqlNode = new TextSqlNode(data);
    // 判断是否动态是根据代码里是否有 ${}
    if (textSqlNode.isDynamic()) {
    contents.add(textSqlNode);
    isDynamic = true;
    } else {
    // 所以还是会走到这
    // 在 content 中添加这个 node
    contents.add(new StaticTextSqlNode(data));
    }
    // 最后继续包装成 MixedSqlNode
    // 再回到这里
    @Override
    public void handleNode(XNode nodeToHandle, List<SqlNode> targetContents) {
    MixedSqlNode mixedSqlNode = parseDynamicTags(nodeToHandle);
    // 处理 foreach 内部的各个变量
    String collection = nodeToHandle.getStringAttribute("collection");
    Boolean nullable = nodeToHandle.getBooleanAttribute("nullable");
    String item = nodeToHandle.getStringAttribute("item");
    String index = nodeToHandle.getStringAttribute("index");
    String open = nodeToHandle.getStringAttribute("open");
    String close = nodeToHandle.getStringAttribute("close");
    String separator = nodeToHandle.getStringAttribute("separator");
    ForEachSqlNode forEachSqlNode = new ForEachSqlNode(configuration, mixedSqlNode, collection, nullable, index, item, open, close, separator);
    targetContents.add(forEachSqlNode);
    }
    -

    再回过来

    -
    public SqlSource parseScriptNode() {
    MixedSqlNode rootSqlNode = parseDynamicTags(context);
    SqlSource sqlSource;
    // 因为在 foreach 节点处理时直接是把 isDynamic 置成了 true
    if (isDynamic) {
    // 所以是个 DynamicSqlSource
    sqlSource = new DynamicSqlSource(configuration, rootSqlNode);
    } else {
    sqlSource = new RawSqlSource(configuration, rootSqlNode, parameterType);
    }
    return sqlSource;
    }
    -

    这里就做完了预处理工作,真正在执行的执行的时候还需要进一步解析

    -

    因为前面讲过很多了,所以直接跳到这里

    -
      @Override
    public <T> T selectOne(String statement, Object parameter) {
    // Popular vote was to return null on 0 results and throw exception on too many.
    // 都知道是在这进去
    List<T> list = this.selectList(statement, parameter);
    if (list.size() == 1) {
    return list.get(0);
    } else if (list.size() > 1) {
    throw new TooManyResultsException("Expected one result (or null) to be returned by selectOne(), but found: " + list.size());
    } else {
    return null;
    }
    }

    @Override
    public <E> List<E> selectList(String statement, Object parameter) {
    return this.selectList(statement, parameter, RowBounds.DEFAULT);
    }
    @Override
    public <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds) {
    return selectList(statement, parameter, rowBounds, Executor.NO_RESULT_HANDLER);
    }
    private <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds, ResultHandler handler) {
    try {
    // 前面也讲过这个,
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, handler);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    // 包括这里,是调用的org.apache.ibatis.executor.CachingExecutor#query(org.apache.ibatis.mapping.MappedStatement, java.lang.Object, org.apache.ibatis.session.RowBounds, org.apache.ibatis.session.ResultHandler)
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameterObject);
    CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
    return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    // 然后是获取 BoundSql
    public BoundSql getBoundSql(Object parameterObject) {
    BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
    List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
    if (parameterMappings == null || parameterMappings.isEmpty()) {
    boundSql = new BoundSql(configuration, boundSql.getSql(), parameterMap.getParameterMappings(), parameterObject);
    }

    // check for nested result maps in parameter mappings (issue #30)
    for (ParameterMapping pm : boundSql.getParameterMappings()) {
    String rmId = pm.getResultMapId();
    if (rmId != null) {
    ResultMap rm = configuration.getResultMap(rmId);
    if (rm != null) {
    hasNestedResultMaps |= rm.hasNestedResultMaps();
    }
    }
    }

    return boundSql;
    }
    // 因为前面讲了是生成的 DynamicSqlSource,所以也是调用这个的 getBoundSql
    @Override
    public BoundSql getBoundSql(Object parameterObject) {
    DynamicContext context = new DynamicContext(configuration, parameterObject);
    // 重点关注着
    rootSqlNode.apply(context);
    SqlSourceBuilder sqlSourceParser = new SqlSourceBuilder(configuration);
    Class<?> parameterType = parameterObject == null ? Object.class : parameterObject.getClass();
    SqlSource sqlSource = sqlSourceParser.parse(context.getSql(), parameterType, context.getBindings());
    BoundSql boundSql = sqlSource.getBoundSql(parameterObject);
    context.getBindings().forEach(boundSql::setAdditionalParameter);
    return boundSql;
    }
    // 继续是这个 DynamicSqlNode 的 apply
    public boolean apply(DynamicContext context) {
    contents.forEach(node -> node.apply(context));
    return true;
    }
    // 看下面的图
    -

    image

    -

    我们重点看 foreach 的逻辑

    -
    @Override
    public boolean apply(DynamicContext context) {
    Map<String, Object> bindings = context.getBindings();
    final Iterable<?> iterable = evaluator.evaluateIterable(collectionExpression, bindings,
    Optional.ofNullable(nullable).orElseGet(configuration::isNullableOnForEach));
    if (iterable == null || !iterable.iterator().hasNext()) {
    return true;
    }
    boolean first = true;
    // 开始符号
    applyOpen(context);
    int i = 0;
    for (Object o : iterable) {
    DynamicContext oldContext = context;
    if (first || separator == null) {
    context = new PrefixedContext(context, "");
    } else {
    context = new PrefixedContext(context, separator);
    }
    int uniqueNumber = context.getUniqueNumber();
    // Issue #709
    if (o instanceof Map.Entry) {
    @SuppressWarnings("unchecked")
    Map.Entry<Object, Object> mapEntry = (Map.Entry<Object, Object>) o;
    applyIndex(context, mapEntry.getKey(), uniqueNumber);
    applyItem(context, mapEntry.getValue(), uniqueNumber);
    } else {
    applyIndex(context, i, uniqueNumber);
    applyItem(context, o, uniqueNumber);
    }
    // 转换变量名,变成这种形式 select * from student where id in
    // (
    // #{__frch_id_0}
    // )
    contents.apply(new FilteredDynamicContext(configuration, context, index, item, uniqueNumber));
    if (first) {
    first = !((PrefixedContext) context).isPrefixApplied();
    }
    context = oldContext;
    i++;
    }
    applyClose(context);
    context.getBindings().remove(item);
    context.getBindings().remove(index);
    return true;
    }
    // 回到外层就会调用 parse 方法, 把#{} 这段替换成 ?
    public SqlSource parse(String originalSql, Class<?> parameterType, Map<String, Object> additionalParameters) {
    ParameterMappingTokenHandler handler = new ParameterMappingTokenHandler(configuration, parameterType, additionalParameters);
    GenericTokenParser parser = new GenericTokenParser("#{", "}", handler);
    String sql;
    if (configuration.isShrinkWhitespacesInSql()) {
    sql = parser.parse(removeExtraWhitespaces(originalSql));
    } else {
    sql = parser.parse(originalSql);
    }
    return new StaticSqlSource(configuration, sql, handler.getParameterMappings());
    }
    -

    image

    -

    可以看到这里,然后再进行替换

    -

    image

    -

    真实的从 ? 替换成具体的变量值,是在这里
    org.apache.ibatis.executor.SimpleExecutor#doQuery
    调用了

    -
    private Statement prepareStatement(StatementHandler handler, Log statementLog) throws SQLException {
    Statement stmt;
    Connection connection = getConnection(statementLog);
    stmt = handler.prepare(connection, transaction.getTimeout());
    handler.parameterize(stmt);
    return stmt;
    }
    @Override
    public void parameterize(Statement statement) throws SQLException {
    parameterHandler.setParameters((PreparedStatement) statement);
    }
    @Override
    public void setParameters(PreparedStatement ps) {
    ErrorContext.instance().activity("setting parameters").object(mappedStatement.getParameterMap().getId());
    List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
    if (parameterMappings != null) {
    for (int i = 0; i < parameterMappings.size(); i++) {
    ParameterMapping parameterMapping = parameterMappings.get(i);
    if (parameterMapping.getMode() != ParameterMode.OUT) {
    Object value;
    String propertyName = parameterMapping.getProperty();
    if (boundSql.hasAdditionalParameter(propertyName)) { // issue #448 ask first for additional params
    value = boundSql.getAdditionalParameter(propertyName);
    } else if (parameterObject == null) {
    value = null;
    } else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
    value = parameterObject;
    } else {
    MetaObject metaObject = configuration.newMetaObject(parameterObject);
    value = metaObject.getValue(propertyName);
    }
    TypeHandler typeHandler = parameterMapping.getTypeHandler();
    JdbcType jdbcType = parameterMapping.getJdbcType();
    if (value == null && jdbcType == null) {
    jdbcType = configuration.getJdbcTypeForNull();
    }
    try {
    // -------------------------->
    // 替换变量
    typeHandler.setParameter(ps, i + 1, value, jdbcType);
    } catch (TypeException | SQLException e) {
    throw new TypeException("Could not set parameters for mapping: " + parameterMapping + ". Cause: " + e, e);
    }
    }
    }
    }
    }
    ]]>
    Java @@ -2949,36 +3109,6 @@

    而获取的逻辑在这

    public <T> Class<T> resolveAlias(String string) {
    try {
    if (string == null) {
    return null;
    }
    // issue #748
    // 同样的转成小写
    String key = string.toLowerCase(Locale.ENGLISH);
    Class<T> value;
    if (typeAliases.containsKey(key)) {
    value = (Class<T>) typeAliases.get(key);
    } else {
    // 这里还有从路径下处理的逻辑
    value = (Class<T>) Resources.classForName(string);
    }
    return value;
    } catch (ClassNotFoundException e) {
    throw new TypeException("Could not resolve type alias '" + string + "'. Cause: " + e, e);
    }
    }

    逻辑比较简单,但是在mybatis中也是不可或缺的一块概念

    -]]> - - Java - Mybatis - - - Java - Mysql - Mybatis - -
    - - mybatis系列-sql 类的简单使用 - /2023/03/12/mybatis%E7%B3%BB%E5%88%97-sql-%E7%B1%BB%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/ - mybatis 还有个比较有趣的功能,就是使用 SQL 类生成 sql,有点类似于 hibernate 或者像 php 的 laravel 框架等的,就是把sql 这种放在 xml 里或者代码里直接写 sql 用对象的形式

    -

    select语句

    比如这样

    -
    public static void main(String[] args) {
    String selectSql = new SQL() {{
    SELECT("id", "name");
    FROM("student");
    WHERE("id = #{id}");
    }}.toString();
    System.out.println(selectSql);
    }
    -

    打印出来就是

    -
    SELECT id, name
    FROM student
    WHERE (id = #{id})
    -

    应付简单的 sql 查询基本都可以这么解决,如果习惯这种模式,还是不错的,
    其实以面向对象的编程模式来说,这样是比较符合面向对象的,先不深入的解析这块的源码,先从使用角度讲一下

    -

    比如 update 语句

    String updateSql = new SQL() {{
    UPDATE("student");
    SET("name = #{name}");
    WHERE("id = #{id}");
    }}.toString();
    -

    打印输出就是

    -
    UPDATE student
    SET name = #{name}
    WHERE (id = #{id})
    - -

    insert 语句

    String insertSql = new SQL() {{
    INSERT_INTO("student");
    VALUES("name", "#{name}");
    VALUES("age", "#{age}");
    }}.toString();
    System.out.println(insertSql);
    -

    打印输出

    -
    INSERT INTO student
    (name, age)
    VALUES (#{name}, #{age})
    -

    delete语句

    String deleteSql = new SQL() {{
    DELETE_FROM("student");
    WHERE("id = #{id}");
    }}.toString();
    System.out.println(deleteSql);
    -

    打印输出

    -
    DELETE FROM student
    WHERE (id = #{id})
    ]]>
    Java @@ -3128,6 +3258,66 @@
    @Override
    public Connection getConnection() throws SQLException {
    return popConnection(dataSource.getUsername(), dataSource.getPassword()).getProxyConnection();
    }

    所以最终的connection就是com.mysql.cj.jdbc.ConnectionImpl@358ab600

    +]]> + + Java + Mybatis + + + Java + Mysql + Mybatis + +
    + + mybatis系列-第一条sql的细节 + /2022/12/11/mybatis%E7%B3%BB%E5%88%97-%E7%AC%AC%E4%B8%80%E6%9D%A1sql%E7%9A%84%E7%BB%86%E8%8A%82/ + 先补充两个点,
    第一是前面我们说了
    使用org.apache.ibatis.builder.xml.XMLConfigBuilder 创建了parser解析器,那么解析的结果是什么
    看这个方法的返回值

    +
    public Configuration parse() {
    if (parsed) {
    throw new BuilderException("Each XMLConfigBuilder can only be used once.");
    }
    parsed = true;
    parseConfiguration(parser.evalNode("/configuration"));
    return configuration;
    }
    + +

    返回的是 org.apache.ibatis.session.Configuration , 而这个 Configuration 也是 mybatis 中特别重要的配置核心类,贴一下里面的成员变量,

    +
    public class Configuration {

    protected Environment environment;

    protected boolean safeRowBoundsEnabled;
    protected boolean safeResultHandlerEnabled = true;
    protected boolean mapUnderscoreToCamelCase;
    protected boolean aggressiveLazyLoading;
    protected boolean multipleResultSetsEnabled = true;
    protected boolean useGeneratedKeys;
    protected boolean useColumnLabel = true;
    protected boolean cacheEnabled = true;
    protected boolean callSettersOnNulls;
    protected boolean useActualParamName = true;
    protected boolean returnInstanceForEmptyRow;
    protected boolean shrinkWhitespacesInSql;
    protected boolean nullableOnForEach;
    protected boolean argNameBasedConstructorAutoMapping;

    protected String logPrefix;
    protected Class<? extends Log> logImpl;
    protected Class<? extends VFS> vfsImpl;
    protected Class<?> defaultSqlProviderType;
    protected LocalCacheScope localCacheScope = LocalCacheScope.SESSION;
    protected JdbcType jdbcTypeForNull = JdbcType.OTHER;
    protected Set<String> lazyLoadTriggerMethods = new HashSet<>(Arrays.asList("equals", "clone", "hashCode", "toString"));
    protected Integer defaultStatementTimeout;
    protected Integer defaultFetchSize;
    protected ResultSetType defaultResultSetType;
    protected ExecutorType defaultExecutorType = ExecutorType.SIMPLE;
    protected AutoMappingBehavior autoMappingBehavior = AutoMappingBehavior.PARTIAL;
    protected AutoMappingUnknownColumnBehavior autoMappingUnknownColumnBehavior = AutoMappingUnknownColumnBehavior.NONE;

    protected Properties variables = new Properties();
    protected ReflectorFactory reflectorFactory = new DefaultReflectorFactory();
    protected ObjectFactory objectFactory = new DefaultObjectFactory();
    protected ObjectWrapperFactory objectWrapperFactory = new DefaultObjectWrapperFactory();

    protected boolean lazyLoadingEnabled = false;
    protected ProxyFactory proxyFactory = new JavassistProxyFactory(); // #224 Using internal Javassist instead of OGNL

    protected String databaseId;
    /**
    * Configuration factory class.
    * Used to create Configuration for loading deserialized unread properties.
    *
    * @see <a href='https://github.com/mybatis/old-google-code-issues/issues/300'>Issue 300 (google code)</a>
    */
    protected Class<?> configurationFactory;

    protected final MapperRegistry mapperRegistry = new MapperRegistry(this);
    protected final InterceptorChain interceptorChain = new InterceptorChain();
    protected final TypeHandlerRegistry typeHandlerRegistry = new TypeHandlerRegistry(this);
    protected final TypeAliasRegistry typeAliasRegistry = new TypeAliasRegistry();
    protected final LanguageDriverRegistry languageRegistry = new LanguageDriverRegistry();

    protected final Map<String, MappedStatement> mappedStatements = new StrictMap<MappedStatement>("Mapped Statements collection")
    .conflictMessageProducer((savedValue, targetValue) ->
    ". please check " + savedValue.getResource() + " and " + targetValue.getResource());
    protected final Map<String, Cache> caches = new StrictMap<>("Caches collection");
    protected final Map<String, ResultMap> resultMaps = new StrictMap<>("Result Maps collection");
    protected final Map<String, ParameterMap> parameterMaps = new StrictMap<>("Parameter Maps collection");
    protected final Map<String, KeyGenerator> keyGenerators = new StrictMap<>("Key Generators collection");

    protected final Set<String> loadedResources = new HashSet<>();
    protected final Map<String, XNode> sqlFragments = new StrictMap<>("XML fragments parsed from previous mappers");

    protected final Collection<XMLStatementBuilder> incompleteStatements = new LinkedList<>();
    protected final Collection<CacheRefResolver> incompleteCacheRefs = new LinkedList<>();
    protected final Collection<ResultMapResolver> incompleteResultMaps = new LinkedList<>();
    protected final Collection<MethodResolver> incompleteMethods = new LinkedList<>();
    + +

    这么多成员变量,先不一一解释作用,但是其中的几个参数我们应该是已经知道了的,第一个就是 mappedStatements ,上一篇我们知道被解析的mapper就是放在这里,后面的 resultMapsparameterMaps 也比较常用的就是我们参数和结果的映射map,这里跟我之前有一篇解释为啥我们一些变量的使用会比较特殊,比如list,可以参考这篇keyGenerators是在我们需要定义主键生成器的时候使用。
    然后第二点是我们创建的 org.apache.ibatis.session.SqlSessionFactory 是哪个,

    +
    public SqlSessionFactory build(Configuration config) {
    return new DefaultSqlSessionFactory(config);
    }
    + +

    是这个 DefaultSqlSessionFactory ,这是其中一个 SqlSessionFactory 的实现
    接下来我们看看 openSession 里干了啥

    +
    public SqlSession openSession() {
    return openSessionFromDataSource(configuration.getDefaultExecutorType(), null, false);
    }
    + +

    这边有几个参数,第一个是默认的执行器类型,往上找找上面贴着的 Configuration 的成员变量里可以看到默认是
    protected ExecutorType defaultExecutorType = ExecutorType.SIMPLE;

    +

    因为没有指明特殊的执行逻辑,所以默认我们也就用简单类型的,第二个参数是是事务级别,第三个是是否自动提交

    +
    private SqlSession openSessionFromDataSource(ExecutorType execType, TransactionIsolationLevel level, boolean autoCommit) {
    Transaction tx = null;
    try {
    final Environment environment = configuration.getEnvironment();
    final TransactionFactory transactionFactory = getTransactionFactoryFromEnvironment(environment);
    tx = transactionFactory.newTransaction(environment.getDataSource(), level, autoCommit);
    // --------> 先关注这里
    final Executor executor = configuration.newExecutor(tx, execType);
    return new DefaultSqlSession(configuration, executor, autoCommit);
    } catch (Exception e) {
    closeTransaction(tx); // may have fetched a connection so lets call close()
    throw ExceptionFactory.wrapException("Error opening session. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    + +

    具体是调用了 Configuration 的这个方法

    +
    public Executor newExecutor(Transaction transaction, ExecutorType executorType) {
    executorType = executorType == null ? defaultExecutorType : executorType;
    Executor executor;
    if (ExecutorType.BATCH == executorType) {
    executor = new BatchExecutor(this, transaction);
    } else if (ExecutorType.REUSE == executorType) {
    executor = new ReuseExecutor(this, transaction);
    } else {
    // ---------> 会走到这个分支
    executor = new SimpleExecutor(this, transaction);
    }
    if (cacheEnabled) {
    executor = new CachingExecutor(executor);
    }
    executor = (Executor) interceptorChain.pluginAll(executor);
    return executor;
    }
    + +

    上面传入的 executorTypeConfiguration 的默认类型,也就是 simple 类型,并且 cacheEnabledConfiguration 默认为 true,所以会包装成CachingExecutor ,然后后面就是插件了,这块我们先不展开
    然后我们的openSession返回的就是创建了DefaultSqlSession

    +
    public DefaultSqlSession(Configuration configuration, Executor executor, boolean autoCommit) {
    this.configuration = configuration;
    this.executor = executor;
    this.dirty = false;
    this.autoCommit = autoCommit;
    }
    + +

    然后就是调用 selectOne, 因为前面已经把这部分代码说过了,就直接跳转过来
    org.apache.ibatis.session.defaults.DefaultSqlSession#selectList(java.lang.String, java.lang.Object, org.apache.ibatis.session.RowBounds, org.apache.ibatis.session.ResultHandler)

    +
    private <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds, ResultHandler handler) {
    try {
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, handler);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    + +

    因为前面说了 executor 包装了 CachingExecutor ,所以会先调用

    +
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameterObject);
    CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
    return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    + +

    然后是调用的真实的query方法

    +
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
    throws SQLException {
    Cache cache = ms.getCache();
    if (cache != null) {
    flushCacheIfRequired(ms);
    if (ms.isUseCache() && resultHandler == null) {
    ensureNoOutParams(ms, boundSql);
    @SuppressWarnings("unchecked")
    List<E> list = (List<E>) tcm.getObject(cache, key);
    if (list == null) {
    list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    tcm.putObject(cache, key, list); // issue #578 and #116
    }
    return list;
    }
    }
    return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    + +

    这里是第一次查询,没有缓存就先到最后一行,继续是调用到 org.apache.ibatis.executor.BaseExecutor#queryFromDatabase

    +
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
    ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
    if (closed) {
    throw new ExecutorException("Executor was closed.");
    }
    if (queryStack == 0 && ms.isFlushCacheRequired()) {
    clearLocalCache();
    }
    List<E> list;
    try {
    queryStack++;
    list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
    if (list != null) {
    handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
    } else {
    // ----------->会走到这里
    list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
    }
    } finally {
    queryStack--;
    }
    if (queryStack == 0) {
    for (DeferredLoad deferredLoad : deferredLoads) {
    deferredLoad.load();
    }
    // issue #601
    deferredLoads.clear();
    if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
    // issue #482
    clearLocalCache();
    }
    }
    return list;
    }
    + +

    然后是

    +
    private <E> List<E> queryFromDatabase(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
    List<E> list;
    localCache.putObject(key, EXECUTION_PLACEHOLDER);
    try {
    list = doQuery(ms, parameter, rowBounds, resultHandler, boundSql);
    } finally {
    localCache.removeObject(key);
    }
    localCache.putObject(key, list);
    if (ms.getStatementType() == StatementType.CALLABLE) {
    localOutputParameterCache.putObject(key, parameter);
    }
    return list;
    }
    + +

    然后就是 simpleExecutor 的执行过程

    +
    @Override
    public <E> List<E> doQuery(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, BoundSql boundSql) throws SQLException {
    Statement stmt = null;
    try {
    Configuration configuration = ms.getConfiguration();
    StatementHandler handler = configuration.newStatementHandler(wrapper, ms, parameter, rowBounds, resultHandler, boundSql);
    stmt = prepareStatement(handler, ms.getStatementLog());
    return handler.query(stmt, resultHandler);
    } finally {
    closeStatement(stmt);
    }
    }
    + +

    接下去其实就是跟jdbc交互了

    +
    @Override
    public <E> List<E> query(Statement statement, ResultHandler resultHandler) throws SQLException {
    PreparedStatement ps = (PreparedStatement) statement;
    ps.execute();
    return resultSetHandler.handleResultSets(ps);
    }
    + +

    com.mysql.cj.jdbc.ClientPreparedStatement#execute

    +
    public boolean execute() throws SQLException {
    try {
    synchronized(this.checkClosed().getConnectionMutex()) {
    JdbcConnection locallyScopedConn = this.connection;
    if (!this.doPingInstead && !this.checkReadOnlySafeStatement()) {
    throw SQLError.createSQLException(Messages.getString("PreparedStatement.20") + Messages.getString("PreparedStatement.21"), "S1009", this.exceptionInterceptor);
    } else {
    ResultSetInternalMethods rs = null;
    this.lastQueryIsOnDupKeyUpdate = false;
    if (this.retrieveGeneratedKeys) {
    this.lastQueryIsOnDupKeyUpdate = this.containsOnDuplicateKeyUpdate();
    }

    this.batchedGeneratedKeys = null;
    this.resetCancelledState();
    this.implicitlyCloseAllOpenResults();
    this.clearWarnings();
    if (this.doPingInstead) {
    this.doPingInstead();
    return true;
    } else {
    this.setupStreamingTimeout(locallyScopedConn);
    Message sendPacket = ((PreparedQuery)this.query).fillSendPacket(((PreparedQuery)this.query).getQueryBindings());
    String oldDb = null;
    if (!locallyScopedConn.getDatabase().equals(this.getCurrentDatabase())) {
    oldDb = locallyScopedConn.getDatabase();
    locallyScopedConn.setDatabase(this.getCurrentDatabase());
    }

    CachedResultSetMetaData cachedMetadata = null;
    boolean cacheResultSetMetadata = (Boolean)locallyScopedConn.getPropertySet().getBooleanProperty(PropertyKey.cacheResultSetMetadata).getValue();
    if (cacheResultSetMetadata) {
    cachedMetadata = locallyScopedConn.getCachedMetaData(((PreparedQuery)this.query).getOriginalSql());
    }

    locallyScopedConn.setSessionMaxRows(this.getQueryInfo().getFirstStmtChar() == 'S' ? this.maxRows : -1);
    rs = this.executeInternal(this.maxRows, sendPacket, this.createStreamingResultSet(), this.getQueryInfo().getFirstStmtChar() == 'S', cachedMetadata, false);
    if (cachedMetadata != null) {
    locallyScopedConn.initializeResultsMetadataFromCache(((PreparedQuery)this.query).getOriginalSql(), cachedMetadata, rs);
    } else if (rs.hasRows() && cacheResultSetMetadata) {
    locallyScopedConn.initializeResultsMetadataFromCache(((PreparedQuery)this.query).getOriginalSql(), (CachedResultSetMetaData)null, rs);
    }

    if (this.retrieveGeneratedKeys) {
    rs.setFirstCharOfQuery(this.getQueryInfo().getFirstStmtChar());
    }

    if (oldDb != null) {
    locallyScopedConn.setDatabase(oldDb);
    }

    if (rs != null) {
    this.lastInsertId = rs.getUpdateID();
    this.results = rs;
    }

    return rs != null && rs.hasRows();
    }
    }
    }
    } catch (CJException var11) {
    throw SQLExceptionsMapping.translateException(var11, this.getExceptionInterceptor());
    }
    }
    + ]]>
    Java @@ -3214,127 +3404,58 @@
    - mybatis系列-dataSource解析 - /2023/01/08/mybatis%E7%B3%BB%E5%88%97-dataSource%E8%A7%A3%E6%9E%90/ - DataSource 作为数据库查询的最重要的数据源,在 mybatis 中也展开来说下
    首先是解析的过程

    -
    SqlSessionFactory sqlSessionFactory = new SqlSessionFactoryBuilder().build(inputStream);
    - -

    在构建 SqlSessionFactory 也就是 DefaultSqlSessionFactory 的时候,

    -
    public SqlSessionFactory build(InputStream inputStream) {
    return build(inputStream, null, null);
    }
    public SqlSessionFactory build(InputStream inputStream, String environment, Properties properties) {
    try {
    XMLConfigBuilder parser = new XMLConfigBuilder(inputStream, environment, properties);
    return build(parser.parse());
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error building SqlSession.", e);
    } finally {
    ErrorContext.instance().reset();
    try {
    if (inputStream != null) {
    inputStream.close();
    }
    } catch (IOException e) {
    // Intentionally ignore. Prefer previous error.
    }
    }
    }
    -

    前面也说过,就是解析 mybatis-config.xmlConfiguration

    -
    public Configuration parse() {
    if (parsed) {
    throw new BuilderException("Each XMLConfigBuilder can only be used once.");
    }
    parsed = true;
    parseConfiguration(parser.evalNode("/configuration"));
    return configuration;
    }
    private void parseConfiguration(XNode root) {
    try {
    // issue #117 read properties first
    propertiesElement(root.evalNode("properties"));
    Properties settings = settingsAsProperties(root.evalNode("settings"));
    loadCustomVfs(settings);
    loadCustomLogImpl(settings);
    typeAliasesElement(root.evalNode("typeAliases"));
    pluginElement(root.evalNode("plugins"));
    objectFactoryElement(root.evalNode("objectFactory"));
    objectWrapperFactoryElement(root.evalNode("objectWrapperFactory"));
    reflectorFactoryElement(root.evalNode("reflectorFactory"));
    settingsElement(settings);
    // read it after objectFactory and objectWrapperFactory issue #631
    // -------------> 是在这里解析了DataSource
    environmentsElement(root.evalNode("environments"));
    databaseIdProviderElement(root.evalNode("databaseIdProvider"));
    typeHandlerElement(root.evalNode("typeHandlers"));
    mapperElement(root.evalNode("mappers"));
    } catch (Exception e) {
    throw new BuilderException("Error parsing SQL Mapper Configuration. Cause: " + e, e);
    }
    }
    -

    环境解析了这一块的内容

    -
    <environments default="development">
    <environment id="development">
    <transactionManager type="JDBC"/>
    <dataSource type="POOLED">
    <property name="driver" value="${driver}"/>
    <property name="url" value="${url}"/>
    <property name="username" value="${username}"/>
    <property name="password" value="${password}"/>
    </dataSource>
    </environment>
    </environments>
    -

    解析也是自上而下的,

    -
    private void environmentsElement(XNode context) throws Exception {
    if (context != null) {
    if (environment == null) {
    environment = context.getStringAttribute("default");
    }
    for (XNode child : context.getChildren()) {
    String id = child.getStringAttribute("id");
    if (isSpecifiedEnvironment(id)) {
    TransactionFactory txFactory = transactionManagerElement(child.evalNode("transactionManager"));
    DataSourceFactory dsFactory = dataSourceElement(child.evalNode("dataSource"));
    DataSource dataSource = dsFactory.getDataSource();
    Environment.Builder environmentBuilder = new Environment.Builder(id)
    .transactionFactory(txFactory)
    .dataSource(dataSource);
    configuration.setEnvironment(environmentBuilder.build());
    break;
    }
    }
    }
    }
    -

    前面第一步是解析事务管理器元素

    -
    private TransactionFactory transactionManagerElement(XNode context) throws Exception {
    if (context != null) {
    String type = context.getStringAttribute("type");
    Properties props = context.getChildrenAsProperties();
    TransactionFactory factory = (TransactionFactory) resolveClass(type).getDeclaredConstructor().newInstance();
    factory.setProperties(props);
    return factory;
    }
    throw new BuilderException("Environment declaration requires a TransactionFactory.");
    }
    -

    而这里的 resolveClass 其实就使用了上一篇的 typeAliases 系统,这里是使用了 JdbcTransactionFactory 作为事务管理器,
    后面的就是 DataSourceFactory 的创建也是 DataSource 的创建

    -
    private DataSourceFactory dataSourceElement(XNode context) throws Exception {
    if (context != null) {
    String type = context.getStringAttribute("type");
    Properties props = context.getChildrenAsProperties();
    DataSourceFactory factory = (DataSourceFactory) resolveClass(type).getDeclaredConstructor().newInstance();
    factory.setProperties(props);
    return factory;
    }
    throw new BuilderException("Environment declaration requires a DataSourceFactory.");
    }
    -

    因为在config文件中设置了Pooled,所以对应创建的就是 PooledDataSourceFactory
    但是这里其实有个比较需要注意的,mybatis 这里的其实是继承了 UnpooledDataSourceFactory
    将基础方法都放在了 UnpooledDataSourceFactory

    -
    public class PooledDataSourceFactory extends UnpooledDataSourceFactory {

    public PooledDataSourceFactory() {
    this.dataSource = new PooledDataSource();
    }

    }
    -

    这里只保留了在构造方法里创建 DataSource
    而这个 PooledDataSource 虽然没有直接继承 UnpooledDataSource,但其实
    在构造方法里也是

    -
    public PooledDataSource() {
    dataSource = new UnpooledDataSource();
    }
    -

    至于为什么这么做呢应该也是考虑到能比较多的复用代码,因为 Pooled 其实跟 Unpooled 最重要的差别就在于是不是每次都重开连接
    使用连接池能够让应用在有大量查询的时候不用反复创建连接,省去了建联的网络等开销,Unpooled就是完成与数据库的连接,并可以获取该连接
    主要的代码

    -
    @Override
    public Connection getConnection() throws SQLException {
    return doGetConnection(username, password);
    }

    @Override
    public Connection getConnection(String username, String password) throws SQLException {
    return doGetConnection(username, password);
    }
    private Connection doGetConnection(String username, String password) throws SQLException {
    Properties props = new Properties();
    if (driverProperties != null) {
    props.putAll(driverProperties);
    }
    if (username != null) {
    props.setProperty("user", username);
    }
    if (password != null) {
    props.setProperty("password", password);
    }
    return doGetConnection(props);
    }
    private Connection doGetConnection(Properties properties) throws SQLException {
    initializeDriver();
    Connection connection = DriverManager.getConnection(url, properties);
    configureConnection(connection);
    return connection;
    }
    -

    而对于Pooled就会处理池化的逻辑

    -
    private PooledConnection popConnection(String username, String password) throws SQLException {
    boolean countedWait = false;
    PooledConnection conn = null;
    long t = System.currentTimeMillis();
    int localBadConnectionCount = 0;

    while (conn == null) {
    lock.lock();
    try {
    if (!state.idleConnections.isEmpty()) {
    // Pool has available connection
    conn = state.idleConnections.remove(0);
    if (log.isDebugEnabled()) {
    log.debug("Checked out connection " + conn.getRealHashCode() + " from pool.");
    }
    } else {
    // Pool does not have available connection
    if (state.activeConnections.size() < poolMaximumActiveConnections) {
    // Can create new connection
    conn = new PooledConnection(dataSource.getConnection(), this);
    if (log.isDebugEnabled()) {
    log.debug("Created connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Cannot create new connection
    PooledConnection oldestActiveConnection = state.activeConnections.get(0);
    long longestCheckoutTime = oldestActiveConnection.getCheckoutTime();
    if (longestCheckoutTime > poolMaximumCheckoutTime) {
    // Can claim overdue connection
    state.claimedOverdueConnectionCount++;
    state.accumulatedCheckoutTimeOfOverdueConnections += longestCheckoutTime;
    state.accumulatedCheckoutTime += longestCheckoutTime;
    state.activeConnections.remove(oldestActiveConnection);
    if (!oldestActiveConnection.getRealConnection().getAutoCommit()) {
    try {
    oldestActiveConnection.getRealConnection().rollback();
    } catch (SQLException e) {
    /*
    Just log a message for debug and continue to execute the following
    statement like nothing happened.
    Wrap the bad connection with a new PooledConnection, this will help
    to not interrupt current executing thread and give current thread a
    chance to join the next competition for another valid/good database
    connection. At the end of this loop, bad {@link @conn} will be set as null.
    */
    log.debug("Bad connection. Could not roll back");
    }
    }
    conn = new PooledConnection(oldestActiveConnection.getRealConnection(), this);
    conn.setCreatedTimestamp(oldestActiveConnection.getCreatedTimestamp());
    conn.setLastUsedTimestamp(oldestActiveConnection.getLastUsedTimestamp());
    oldestActiveConnection.invalidate();
    if (log.isDebugEnabled()) {
    log.debug("Claimed overdue connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Must wait
    try {
    if (!countedWait) {
    state.hadToWaitCount++;
    countedWait = true;
    }
    if (log.isDebugEnabled()) {
    log.debug("Waiting as long as " + poolTimeToWait + " milliseconds for connection.");
    }
    long wt = System.currentTimeMillis();
    condition.await(poolTimeToWait, TimeUnit.MILLISECONDS);
    state.accumulatedWaitTime += System.currentTimeMillis() - wt;
    } catch (InterruptedException e) {
    // set interrupt flag
    Thread.currentThread().interrupt();
    break;
    }
    }
    }
    }
    if (conn != null) {
    // ping to server and check the connection is valid or not
    if (conn.isValid()) {
    if (!conn.getRealConnection().getAutoCommit()) {
    conn.getRealConnection().rollback();
    }
    conn.setConnectionTypeCode(assembleConnectionTypeCode(dataSource.getUrl(), username, password));
    conn.setCheckoutTimestamp(System.currentTimeMillis());
    conn.setLastUsedTimestamp(System.currentTimeMillis());
    state.activeConnections.add(conn);
    state.requestCount++;
    state.accumulatedRequestTime += System.currentTimeMillis() - t;
    } else {
    if (log.isDebugEnabled()) {
    log.debug("A bad connection (" + conn.getRealHashCode() + ") was returned from the pool, getting another connection.");
    }
    state.badConnectionCount++;
    localBadConnectionCount++;
    conn = null;
    if (localBadConnectionCount > (poolMaximumIdleConnections + poolMaximumLocalBadConnectionTolerance)) {
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Could not get a good connection to the database.");
    }
    throw new SQLException("PooledDataSource: Could not get a good connection to the database.");
    }
    }
    }
    } finally {
    lock.unlock();
    }

    }

    if (conn == null) {
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }
    throw new SQLException("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }

    return conn;
    }
    -

    它的入口不是个get方法,而是pop,从含义来来讲就不一样
    org.apache.ibatis.datasource.pooled.PooledDataSource#getConnection()

    -
    @Override
    public Connection getConnection() throws SQLException {
    return popConnection(dataSource.getUsername(), dataSource.getPassword()).getProxyConnection();
    }
    -

    对于具体怎么获取连接我们可以下一篇具体讲下

    -]]>
    - - Java - Mybatis - - - Java - Mysql - Mybatis - -
    - - minimum-size-subarray-sum-209 - /2016/10/11/minimum-size-subarray-sum-209/ - problem

    Given an array of n positive integers and a positive integer s, find the minimal length of a subarray of which the sum ≥ s. If there isn’t one, return 0 instead.

    -

    For example, given the array [2,3,1,2,4,3] and s = 7,
    the subarray [4,3] has the minimal length under the problem constraint.

    -

    题解

    参考,滑动窗口,跟之前Data Structure课上的online算法有点像,链接

    -

    Code

    class Solution {
    public:
    int minSubArrayLen(int s, vector<int>& nums) {
    int len = nums.size();
    if(len == 0) return 0;
    int minlen = INT_MAX;
    int sum = 0;

    int left = 0;
    int right = -1;
    while(right < len)
    {
    while(sum < s && right < len)
    sum += nums[++right];
    if(sum >= s)
    {
    minlen = minlen < right - left + 1 ? minlen : right - left + 1;
    sum -= nums[left++];
    }
    }
    return minlen > len ? 0 : minlen;
    }
    };
    -]]>
    - - leetcode - - - leetcode - c++ - -
    - - php-abstract-class-and-interface - /2016/11/10/php-abstract-class-and-interface/ - PHP抽象类和接口
      -
    • 抽象类与接口
    • -
    • 抽象类内可以包含非抽象函数,即可实现函数
    • -
    • 抽象类内必须包含至少一个抽象方法,抽象类和接口均不能实例化
    • -
    • 抽象类可以设置访问级别,接口默认都是public
    • -
    • 类可以实现多个接口但不能继承多个抽象类
    • -
    • 类必须实现抽象类和接口里的抽象方法,不一定要实现抽象类的非抽象方法
    • -
    • 接口内不能定义变量,但是可以定义常量
    • -
    -

    示例代码

    <?php
    interface int1{
    const INTER1 = 111;
    function inter1();
    }
    interface int2{
    const INTER1 = 222;
    function inter2();
    }
    abstract class abst1{
    public function abstr1(){
    echo 1111;
    }
    abstract function abstra1(){
    echo 'ahahahha';
    }
    }
    abstract class abst2{
    public function abstr2(){
    echo 1111;
    }
    abstract function abstra2();
    }
    class normal1 extends abst1{
    protected function abstr2(){
    echo 222;
    }
    }
    - -

    result

    PHP Fatal error:  Abstract function abst1::abstra1() cannot contain body in new.php on line 17

    Fatal error: Abstract function abst1::abstra1() cannot contain body in php on line 17
    -]]>
    - - php - - - php - -
    - - mybatis系列-connection连接池解析 - /2023/02/19/mybatis%E7%B3%BB%E5%88%97-connection%E8%BF%9E%E6%8E%A5%E6%B1%A0%E8%A7%A3%E6%9E%90/ - 连接池主要是两个逻辑,首先是获取连接的逻辑,结合代码来讲一讲

    -
    private PooledConnection popConnection(String username, String password) throws SQLException {
    boolean countedWait = false;
    PooledConnection conn = null;
    long t = System.currentTimeMillis();
    int localBadConnectionCount = 0;

    // 循环获取连接
    while (conn == null) {
    // 加锁
    lock.lock();
    try {
    // 如果闲置的连接列表不为空
    if (!state.idleConnections.isEmpty()) {
    // Pool has available connection
    // 连接池有可用的连接
    conn = state.idleConnections.remove(0);
    if (log.isDebugEnabled()) {
    log.debug("Checked out connection " + conn.getRealHashCode() + " from pool.");
    }
    } else {
    // Pool does not have available connection
    // 进入这个分支表示没有空闲连接,但是活跃连接数还没达到最大活跃连接数上限,那么这时候就可以创建一个新连接
    if (state.activeConnections.size() < poolMaximumActiveConnections) {
    // Can create new connection
    // 这里创建连接我们之前讲过,
    conn = new PooledConnection(dataSource.getConnection(), this);
    if (log.isDebugEnabled()) {
    log.debug("Created connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Cannot create new connection
    // 进到这个分支了就表示没法创建新连接了,那么怎么办呢,这里引入了一个 poolMaximumCheckoutTime,这代表了我去控制连接一次被使用的最长时间,如果超过这个时间了,我就要去关闭失效它
    PooledConnection oldestActiveConnection = state.activeConnections.get(0);
    long longestCheckoutTime = oldestActiveConnection.getCheckoutTime();
    if (longestCheckoutTime > poolMaximumCheckoutTime) {
    // Can claim overdue connection
    // 所有超时连接从池中被借出的次数+1
    state.claimedOverdueConnectionCount++;
    // 所有超时连接从池中被借出并归还的时间总和 + 当前连接借出时间
    state.accumulatedCheckoutTimeOfOverdueConnections += longestCheckoutTime;
    // 所有连接从池中被借出并归还的时间总和 + 当前连接借出时间
    state.accumulatedCheckoutTime += longestCheckoutTime;
    // 从活跃连接数中移除此连接
    state.activeConnections.remove(oldestActiveConnection);
    // 如果该连接不是自动提交的,则尝试回滚
    if (!oldestActiveConnection.getRealConnection().getAutoCommit()) {
    try {
    oldestActiveConnection.getRealConnection().rollback();
    } catch (SQLException e) {
    /*
    Just log a message for debug and continue to execute the following
    statement like nothing happened.
    Wrap the bad connection with a new PooledConnection, this will help
    to not interrupt current executing thread and give current thread a
    chance to join the next competition for another valid/good database
    connection. At the end of this loop, bad {@link @conn} will be set as null.
    */
    log.debug("Bad connection. Could not roll back");
    }
    }
    // 用此连接的真实连接再创建一个连接,并设置时间
    conn = new PooledConnection(oldestActiveConnection.getRealConnection(), this);
    conn.setCreatedTimestamp(oldestActiveConnection.getCreatedTimestamp());
    conn.setLastUsedTimestamp(oldestActiveConnection.getLastUsedTimestamp());
    oldestActiveConnection.invalidate();
    if (log.isDebugEnabled()) {
    log.debug("Claimed overdue connection " + conn.getRealHashCode() + ".");
    }
    } else {
    // Must wait
    // 这样还是获取不到连接就只能等待了
    try {
    // 标记状态,然后把等待计数+1
    if (!countedWait) {
    state.hadToWaitCount++;
    countedWait = true;
    }
    if (log.isDebugEnabled()) {
    log.debug("Waiting as long as " + poolTimeToWait + " milliseconds for connection.");
    }
    long wt = System.currentTimeMillis();
    // 等待 poolTimeToWait 时间
    condition.await(poolTimeToWait, TimeUnit.MILLISECONDS);
    // 记录等待时间
    state.accumulatedWaitTime += System.currentTimeMillis() - wt;
    } catch (InterruptedException e) {
    // set interrupt flag
    Thread.currentThread().interrupt();
    break;
    }
    }
    }
    }
    // 如果连接不为空
    if (conn != null) {
    // ping to server and check the connection is valid or not
    // 判断是否有效
    if (conn.isValid()) {
    if (!conn.getRealConnection().getAutoCommit()) {
    // 回滚未提交的
    conn.getRealConnection().rollback();
    }
    conn.setConnectionTypeCode(assembleConnectionTypeCode(dataSource.getUrl(), username, password));
    // 设置时间
    conn.setCheckoutTimestamp(System.currentTimeMillis());
    conn.setLastUsedTimestamp(System.currentTimeMillis());
    // 添加进活跃连接
    state.activeConnections.add(conn);
    state.requestCount++;
    state.accumulatedRequestTime += System.currentTimeMillis() - t;
    } else {
    if (log.isDebugEnabled()) {
    log.debug("A bad connection (" + conn.getRealHashCode() + ") was returned from the pool, getting another connection.");
    }
    // 连接无效,坏连接+1
    state.badConnectionCount++;
    localBadConnectionCount++;
    conn = null;
    // 如果坏连接已经超过了容忍上限,就抛异常
    if (localBadConnectionCount > (poolMaximumIdleConnections + poolMaximumLocalBadConnectionTolerance)) {
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Could not get a good connection to the database.");
    }
    throw new SQLException("PooledDataSource: Could not get a good connection to the database.");
    }
    }
    }
    } finally {
    // 释放锁
    lock.unlock();
    }

    }

    if (conn == null) {
    // 连接仍为空
    if (log.isDebugEnabled()) {
    log.debug("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }
    // 抛出异常
    throw new SQLException("PooledDataSource: Unknown severe error condition. The connection pool returned a null connection.");
    }
    // fanhui
    return conn;
    }
    + pcre-intro-and-a-simple-package + /2015/01/16/pcre-intro-and-a-simple-package/ + Pcre
    +

    Perl Compatible Regular Expressions (PCRE) is a regular
    expression C library inspired by the regular expression
    capabilities in the Perl programming language, written
    by Philip Hazel, starting in summer 1997.

    +
    +

    因为最近工作内容的一部分需要做字符串的识别处理,所以就顺便用上了之前在PHP中用过的正则,在C/C++中本身不包含正则库,这里使用的pcre,对MFC开发,在这里提供了静态链接库,在引入lib跟.h文件后即可使用。

    + -

    然后是还回连接

    -
    protected void pushConnection(PooledConnection conn) throws SQLException {
    // 加锁
    lock.lock();
    try {
    // 从活跃连接中移除当前连接
    state.activeConnections.remove(conn);
    if (conn.isValid()) {
    // 当前的空闲连接数小于连接池中允许的最大空闲连接数
    if (state.idleConnections.size() < poolMaximumIdleConnections && conn.getConnectionTypeCode() == expectedConnectionTypeCode) {
    // 记录借出时间
    state.accumulatedCheckoutTime += conn.getCheckoutTime();
    if (!conn.getRealConnection().getAutoCommit()) {
    // 同样是做回滚
    conn.getRealConnection().rollback();
    }
    // 新建一个连接
    PooledConnection newConn = new PooledConnection(conn.getRealConnection(), this);
    // 加入到空闲连接列表中
    state.idleConnections.add(newConn);
    newConn.setCreatedTimestamp(conn.getCreatedTimestamp());
    newConn.setLastUsedTimestamp(conn.getLastUsedTimestamp());
    // 原连接失效
    conn.invalidate();
    if (log.isDebugEnabled()) {
    log.debug("Returned connection " + newConn.getRealHashCode() + " to pool.");
    }
    // 提醒前面等待的
    condition.signal();
    } else {
    // 上面是相同的,就是这里是空闲连接数已经超过上限
    state.accumulatedCheckoutTime += conn.getCheckoutTime();
    if (!conn.getRealConnection().getAutoCommit()) {
    conn.getRealConnection().rollback();
    }
    conn.getRealConnection().close();
    if (log.isDebugEnabled()) {
    log.debug("Closed connection " + conn.getRealHashCode() + ".");
    }
    conn.invalidate();
    }
    } else {
    if (log.isDebugEnabled()) {
    log.debug("A bad connection (" + conn.getRealHashCode() + ") attempted to return to the pool, discarding connection.");
    }
    state.badConnectionCount++;
    }
    } finally {
    lock.unlock();
    }
    }
    +

    Regular Expression Syntax

    然后是一些正则语法,官方的语法文档比较科学严谨,特别是对类似于贪婪匹配等细节的说明,当然一般的使用可以在网上找到很多匹配语法,例如这个

    +

    PCRE函数介绍

    +

    pcre_compile
    原型:

    +
    +
    #include <pcre.h>
    pcre *pcre_compile(const char *pattern, int options, const char **errptr, int *erroffset, const unsigned char *tableptr);
    +

    功能:将一个正则表达式编译成一个内部表示,在匹配多个字符串时,可以加速匹配。其同pcre_compile2功能一样只是缺少一个参数errorcodeptr。
    参数:
    pattern 正则表达式
    options 为0,或者其他参数选项
    errptr 出错消息
    erroffset 出错位置
    tableptr 指向一个字符数组的指针,可以设置为空NULL

    +
    +

    pcre_exec
    原型:

    +
    +
    #include <pcre.h>
    int pcre_exec(const pcre *code, const pcre_extra *extra, const char *subject, int length, int startoffset, int options, int *ovector, int ovecsize)
    +

    功能:使用编译好的模式进行匹配,采用与Perl相似的算法,返回匹配串的偏移位置。
    参数:
    code 编译好的模式
    extra 指向一个pcre_extra结构体,可以为NULL
    subject 需要匹配的字符串
    length 匹配的字符串长度(Byte)
    startoffset 匹配的开始位置
    options 选项位
    ovector 指向一个结果的整型数组
    ovecsize 数组大小。

    +

    这里是两个最常用的函数的简单说明,pcre的静态库提供了一系列的函数以供使用,可以参考这个博客说明,另外对于以上函数的具体参数详细说明可以参考官网此处

    +

    一个丑陋的封装

    void COcxDemoDlg::pcre_exec_all(const pcre * re, PCRE_SPTR src, vector<pair<int, int>> &vc)
    {
    int rc;
    int ovector[30];
    int i = 0;
    pair<int, int> pr;
    rc = pcre_exec(re, NULL, src, strlen(src), i, 0, ovector, 30);
    for (; rc > 0;)
    {
    i = ovector[1];
    pr.first = ovector[2];
    pr.second = ovector[3];
    vc.push_back(pr);
    rc = pcre_exec(re, NULL, src, strlen(src), i, 0, ovector, 30);
    }
    }
    +

    vector中是全文匹配后的索引对,只是简单地用下。

    ]]>
    - Java - Mybatis - - - Java - Mysql - Mybatis + C++ +
    + + c++ + mfc - Leetcode 572 Subtree of Another Tree 题解分析 - /2024/01/28/Leetcode-572-Subtree-of-Another-Tree-%E9%A2%98%E8%A7%A3%E5%88%86%E6%9E%90/ - 题目介绍

    Given the roots of two binary trees root and subRoot, return true if there is a subtree of root with the same structure and node values of subRoot and false otherwise.

    -

    A subtree of a binary tree tree is a tree that consists of a node in tree and all of this node’s descendants. The tree tree could also be considered as a subtree of itself.

    -

    示例 1

    -
    -

    Input: root = [3,4,5,1,2], subRoot = [4,1,2]
    Output: true

    -
    -

    示例 2

    -
    -

    Input: root = [3,4,5,1,2,null,null,null,null,0], subRoot = [4,1,2]
    Output: false

    -
    -

    解析

    需要判断subRoot 为根节点的这棵树是不是 root 为根节点的这个树的子树,题应该不是特别难理解,只是需要注意,这里是子树,而不是一个子结构,也就是示例 2 的判断结果是 false,因为左边子树还有个 0,只能认为是左边的一部分,但不是子树,思路分析也不难,就是递归去判断,只不过是两种维度,第一种就是找到子树的根节点,也就是在 root 树找到 subRoot 的根节点相同的节点,这个就会用到递归,如果找到了一个,就开始递归的对比所有子节点,必须完全一样

    -

    代码

    public boolean isSubtree(TreeNode root, TreeNode subRoot) {
    if (subRoot == null || root == null) {
    return false;
    }
    if (root.val == subRoot.val) {
    // 如果 root 节点跟 subRoot 节点相同,就开始递归对比所有的子节点
    if (isSameTree(root.left, subRoot.left) && isSameTree(root.right, subRoot.right)) {
    return true;
    }
    }
    // 如果 root 节点不同,就开始递归往下找与 subRoot 相同的起始节点,这里是或的关系,因为在左右子树任一找到一个就行
    return isSubtree(root.left, subRoot) || isSubtree(root.right, subRoot);
    }
    // 需要完全相同,也就是说不能像示例 2 那样多一个子节点这种,以及其他不同的情况,反正就是要完全一样
    public boolean isSameTree(TreeNode root, TreeNode subTree) {
    // 如果递归到这个节点都为空也认为是相同的
    if (root == null && subTree == null) {
    return true;
    }
    // 因为有前面的判断,这里就隐含了 subTree != null 这个条件
    if (root == null) {
    return false;
    }
    // 也因为有前面的判断,这里就隐含了 root != null 这个条件
    if (subTree == null) {
    return false;
    }
    // 两个都不为空,但是值不相同,也是 false
    if (root.val != subTree.val) {
    return false;
    }
    // 跟节点相同,就开始递归判断左右子树,必须两者都相同
    return isSameTree(root.left, subTree.left) && isSameTree(root.right, subTree.right);
    }
    + php-abstract-class-and-interface + /2016/11/10/php-abstract-class-and-interface/ + PHP抽象类和接口
      +
    • 抽象类与接口
    • +
    • 抽象类内可以包含非抽象函数,即可实现函数
    • +
    • 抽象类内必须包含至少一个抽象方法,抽象类和接口均不能实例化
    • +
    • 抽象类可以设置访问级别,接口默认都是public
    • +
    • 类可以实现多个接口但不能继承多个抽象类
    • +
    • 类必须实现抽象类和接口里的抽象方法,不一定要实现抽象类的非抽象方法
    • +
    • 接口内不能定义变量,但是可以定义常量
    • +
    +

    示例代码

    <?php
    interface int1{
    const INTER1 = 111;
    function inter1();
    }
    interface int2{
    const INTER1 = 222;
    function inter2();
    }
    abstract class abst1{
    public function abstr1(){
    echo 1111;
    }
    abstract function abstra1(){
    echo 'ahahahha';
    }
    }
    abstract class abst2{
    public function abstr2(){
    echo 1111;
    }
    abstract function abstra2();
    }
    class normal1 extends abst1{
    protected function abstr2(){
    echo 222;
    }
    }
    + +

    result

    PHP Fatal error:  Abstract function abst1::abstra1() cannot contain body in new.php on line 17

    Fatal error: Abstract function abst1::abstra1() cannot contain body in php on line 17
    ]]>
    - Java - leetcode + php - java - leetcode - 题解 + php
    @@ -3406,6 +3527,26 @@ php + + powershell 初体验 + /2022/11/13/powershell-%E5%88%9D%E4%BD%93%E9%AA%8C/ + powershell变量

    变量命名类似于php

    +
    PS C:\Users\Nicks> $a=1
    PS C:\Users\Nicks> $b=2
    PS C:\Users\Nicks> $a*$b
    2
    +

    有一个比较好用的是变量交换
    一般的语言做两个变量交换一般需要一个临时变量

    +
    $tmp=$a
    $a=$b
    $b=$tmp
    +

    而在powershell中可以这样

    +
    $a,$b=$b,$a
    PS C:\Users\Nicks> $a,$b=$b,$a
    PS C:\Users\Nicks> $a
    2
    PS C:\Users\Nicks> $b
    1
    +

    还可以通过这个

    +
    PS C:\Users\Nicks> ls variable:

    Name Value
    ---- -----
    $ $b
    ? True
    ^ $b
    a 2
    args {}
    b 1
    +

    查看现存的变量
    当然一般脚本都是动态类型的,
    可以通过
    gettype方法

    +]]>
    + + 语言 + + + powershell + +
    powershell 初体验二 /2022/11/20/powershell-%E5%88%9D%E4%BD%93%E9%AA%8C%E4%BA%8C/ @@ -3432,23 +3573,25 @@ - powershell 初体验 - /2022/11/13/powershell-%E5%88%9D%E4%BD%93%E9%AA%8C/ - powershell变量

    变量命名类似于php

    -
    PS C:\Users\Nicks> $a=1
    PS C:\Users\Nicks> $b=2
    PS C:\Users\Nicks> $a*$b
    2
    -

    有一个比较好用的是变量交换
    一般的语言做两个变量交换一般需要一个临时变量

    -
    $tmp=$a
    $a=$b
    $b=$tmp
    -

    而在powershell中可以这样

    -
    $a,$b=$b,$a
    PS C:\Users\Nicks> $a,$b=$b,$a
    PS C:\Users\Nicks> $a
    2
    PS C:\Users\Nicks> $b
    1
    -

    还可以通过这个

    -
    PS C:\Users\Nicks> ls variable:

    Name Value
    ---- -----
    $ $b
    ? True
    ^ $b
    a 2
    args {}
    b 1
    -

    查看现存的变量
    当然一般脚本都是动态类型的,
    可以通过
    gettype方法

    + rabbitmq-tips + /2017/04/25/rabbitmq-tips/ + rabbitmq 介绍

    接触了一下rabbitmq,原来在选型的时候是在rabbitmq跟kafka之间做选择,网上搜了一下之后发现kafka的优势在于吞吐量,而rabbitmq相对注重可靠性,因为应用在im上,需要保证消息不能丢失所以就暂时选定rabbitmq,
    Message Queue的需求由来已久,80年代最早在金融交易中,高盛等公司采用Teknekron公司的产品,当时的Message queuing软件叫做:the information bus(TIB)。 TIB被电信和通讯公司采用,路透社收购了Teknekron公司。之后,IBM开发了MQSeries,微软开发了Microsoft Message Queue(MSMQ)。这些商业MQ供应商的问题是厂商锁定,价格高昂。2001年,Java Message queuing试图解决锁定和交互性的问题,但对应用来说反而更加麻烦了。
    RabbitMQ采用Erlang语言开发。Erlang语言由Ericson设计,专门为开发concurrent和distribution系统的一种语言,在电信领域使用广泛。OTP(Open Telecom Platform)作为Erlang语言的一部分,包含了很多基于Erlang开发的中间件/库/工具,如mnesia/SASL,极大方便了Erlang应用的开发。OTP就类似于Python语言中众多的module,用户借助这些module可以很方便的开发应用。
    于是2004年,摩根大通和iMatrix开始着手Advanced Message Queuing Protocol (AMQP)开放标准的开发。2006年,AMQP规范发布。2007年,Rabbit技术公司基于AMQP标准开发的RabbitMQ 1.0 发布。所有主要的编程语言均有与代理接口通讯的客户端库。

    +

    简单的使用经验

    通俗的理解

    这里介绍下其中的一些概念,connection表示和队列服务器的连接,一般情况下是tcp连接, channel表示通道,可以在一个连接上建立多个通道,这里主要是节省了tcp连接握手的成本,exchange可以理解成一个路由器,将消息推送给对应的队列queue,其实是像一个订阅的模式。

    +

    集群经验

    rabbitmqctl stop这个是关闭rabbitmq,在搭建集群时候先关闭服务,然后使用rabbitmq-server -detached静默启动,这时候使用rabbitmqctl cluster_status查看集群状态,因为还没将节点加入集群,所以只能看到类似

    +
    Cluster status of node rabbit@rabbit1 ...
    [{nodes,[{disc,[rabbit@rabbit1,rabbit@rabbit2,rabbit@rabbit3]}]},
    {running_nodes,[rabbit@rabbit2,rabbit@rabbit1]}]
    ...done.
    +

    然后就可以把当前节点加入集群,

    +
    rabbit2$ rabbitmqctl stop_app #这个stop_app与stop的区别是前者停的是rabbitmq应用,保留erlang节点,
    #后者是停止了rabbitmq和erlang节点
    Stopping node rabbit@rabbit2 ...done.
    rabbit2$ rabbitmqctl join_cluster rabbit@rabbit1 #这里可以用--ram指定将当前节点作为内存节点加入集群
    Clustering node rabbit@rabbit2 with [rabbit@rabbit1] ...done.
    rabbit2$ rabbitmqctl start_app
    Starting node rabbit@rabbit2 ...done.
    +

    其他可以参考官方文档

    +

    一些坑

    消息丢失

    这里碰到过一个坑,对于使用exchange来做消息路由的,会有一个情况,就是在routing_key没被订阅的时候,会将该条找不到路由对应的queue的消息丢掉What happens if we break our contract and send a message with one or four words, like "orange" or "quick.orange.male.rabbit"? Well, these messages won't match any bindings and will be lost.对应链接,而当使用空的exchange时,会保留消息,当出现消费者的时候就可以将收到之前生产者所推送的消息对应链接,这里就是用了空的exchange。

    +

    集群搭建

    集群搭建的时候有个erlang vm生成的random cookie,这个是用来做集群之间认证的,相同的cookie才能连接,但是如果通过vim打开复制后在其他几点新建文件写入会多一个换行,导致集群建立是报错,所以这里最好使用scp等传输命令直接传输cookie文件,同时要注意下cookie的文件权限。
    另外在集群搭建的时候如果更改过hostname,那么要把rabbitmq的数据库删除,否则启动后会马上挂掉

    ]]>
    - 语言 + php - powershell + php + mq + im
    @@ -3466,66 +3609,6 @@ redis - - mybatis系列-第一条sql的细节 - /2022/12/11/mybatis%E7%B3%BB%E5%88%97-%E7%AC%AC%E4%B8%80%E6%9D%A1sql%E7%9A%84%E7%BB%86%E8%8A%82/ - 先补充两个点,
    第一是前面我们说了
    使用org.apache.ibatis.builder.xml.XMLConfigBuilder 创建了parser解析器,那么解析的结果是什么
    看这个方法的返回值

    -
    public Configuration parse() {
    if (parsed) {
    throw new BuilderException("Each XMLConfigBuilder can only be used once.");
    }
    parsed = true;
    parseConfiguration(parser.evalNode("/configuration"));
    return configuration;
    }
    - -

    返回的是 org.apache.ibatis.session.Configuration , 而这个 Configuration 也是 mybatis 中特别重要的配置核心类,贴一下里面的成员变量,

    -
    public class Configuration {

    protected Environment environment;

    protected boolean safeRowBoundsEnabled;
    protected boolean safeResultHandlerEnabled = true;
    protected boolean mapUnderscoreToCamelCase;
    protected boolean aggressiveLazyLoading;
    protected boolean multipleResultSetsEnabled = true;
    protected boolean useGeneratedKeys;
    protected boolean useColumnLabel = true;
    protected boolean cacheEnabled = true;
    protected boolean callSettersOnNulls;
    protected boolean useActualParamName = true;
    protected boolean returnInstanceForEmptyRow;
    protected boolean shrinkWhitespacesInSql;
    protected boolean nullableOnForEach;
    protected boolean argNameBasedConstructorAutoMapping;

    protected String logPrefix;
    protected Class<? extends Log> logImpl;
    protected Class<? extends VFS> vfsImpl;
    protected Class<?> defaultSqlProviderType;
    protected LocalCacheScope localCacheScope = LocalCacheScope.SESSION;
    protected JdbcType jdbcTypeForNull = JdbcType.OTHER;
    protected Set<String> lazyLoadTriggerMethods = new HashSet<>(Arrays.asList("equals", "clone", "hashCode", "toString"));
    protected Integer defaultStatementTimeout;
    protected Integer defaultFetchSize;
    protected ResultSetType defaultResultSetType;
    protected ExecutorType defaultExecutorType = ExecutorType.SIMPLE;
    protected AutoMappingBehavior autoMappingBehavior = AutoMappingBehavior.PARTIAL;
    protected AutoMappingUnknownColumnBehavior autoMappingUnknownColumnBehavior = AutoMappingUnknownColumnBehavior.NONE;

    protected Properties variables = new Properties();
    protected ReflectorFactory reflectorFactory = new DefaultReflectorFactory();
    protected ObjectFactory objectFactory = new DefaultObjectFactory();
    protected ObjectWrapperFactory objectWrapperFactory = new DefaultObjectWrapperFactory();

    protected boolean lazyLoadingEnabled = false;
    protected ProxyFactory proxyFactory = new JavassistProxyFactory(); // #224 Using internal Javassist instead of OGNL

    protected String databaseId;
    /**
    * Configuration factory class.
    * Used to create Configuration for loading deserialized unread properties.
    *
    * @see <a href='https://github.com/mybatis/old-google-code-issues/issues/300'>Issue 300 (google code)</a>
    */
    protected Class<?> configurationFactory;

    protected final MapperRegistry mapperRegistry = new MapperRegistry(this);
    protected final InterceptorChain interceptorChain = new InterceptorChain();
    protected final TypeHandlerRegistry typeHandlerRegistry = new TypeHandlerRegistry(this);
    protected final TypeAliasRegistry typeAliasRegistry = new TypeAliasRegistry();
    protected final LanguageDriverRegistry languageRegistry = new LanguageDriverRegistry();

    protected final Map<String, MappedStatement> mappedStatements = new StrictMap<MappedStatement>("Mapped Statements collection")
    .conflictMessageProducer((savedValue, targetValue) ->
    ". please check " + savedValue.getResource() + " and " + targetValue.getResource());
    protected final Map<String, Cache> caches = new StrictMap<>("Caches collection");
    protected final Map<String, ResultMap> resultMaps = new StrictMap<>("Result Maps collection");
    protected final Map<String, ParameterMap> parameterMaps = new StrictMap<>("Parameter Maps collection");
    protected final Map<String, KeyGenerator> keyGenerators = new StrictMap<>("Key Generators collection");

    protected final Set<String> loadedResources = new HashSet<>();
    protected final Map<String, XNode> sqlFragments = new StrictMap<>("XML fragments parsed from previous mappers");

    protected final Collection<XMLStatementBuilder> incompleteStatements = new LinkedList<>();
    protected final Collection<CacheRefResolver> incompleteCacheRefs = new LinkedList<>();
    protected final Collection<ResultMapResolver> incompleteResultMaps = new LinkedList<>();
    protected final Collection<MethodResolver> incompleteMethods = new LinkedList<>();
    - -

    这么多成员变量,先不一一解释作用,但是其中的几个参数我们应该是已经知道了的,第一个就是 mappedStatements ,上一篇我们知道被解析的mapper就是放在这里,后面的 resultMapsparameterMaps 也比较常用的就是我们参数和结果的映射map,这里跟我之前有一篇解释为啥我们一些变量的使用会比较特殊,比如list,可以参考这篇keyGenerators是在我们需要定义主键生成器的时候使用。
    然后第二点是我们创建的 org.apache.ibatis.session.SqlSessionFactory 是哪个,

    -
    public SqlSessionFactory build(Configuration config) {
    return new DefaultSqlSessionFactory(config);
    }
    - -

    是这个 DefaultSqlSessionFactory ,这是其中一个 SqlSessionFactory 的实现
    接下来我们看看 openSession 里干了啥

    -
    public SqlSession openSession() {
    return openSessionFromDataSource(configuration.getDefaultExecutorType(), null, false);
    }
    - -

    这边有几个参数,第一个是默认的执行器类型,往上找找上面贴着的 Configuration 的成员变量里可以看到默认是
    protected ExecutorType defaultExecutorType = ExecutorType.SIMPLE;

    -

    因为没有指明特殊的执行逻辑,所以默认我们也就用简单类型的,第二个参数是是事务级别,第三个是是否自动提交

    -
    private SqlSession openSessionFromDataSource(ExecutorType execType, TransactionIsolationLevel level, boolean autoCommit) {
    Transaction tx = null;
    try {
    final Environment environment = configuration.getEnvironment();
    final TransactionFactory transactionFactory = getTransactionFactoryFromEnvironment(environment);
    tx = transactionFactory.newTransaction(environment.getDataSource(), level, autoCommit);
    // --------> 先关注这里
    final Executor executor = configuration.newExecutor(tx, execType);
    return new DefaultSqlSession(configuration, executor, autoCommit);
    } catch (Exception e) {
    closeTransaction(tx); // may have fetched a connection so lets call close()
    throw ExceptionFactory.wrapException("Error opening session. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    - -

    具体是调用了 Configuration 的这个方法

    -
    public Executor newExecutor(Transaction transaction, ExecutorType executorType) {
    executorType = executorType == null ? defaultExecutorType : executorType;
    Executor executor;
    if (ExecutorType.BATCH == executorType) {
    executor = new BatchExecutor(this, transaction);
    } else if (ExecutorType.REUSE == executorType) {
    executor = new ReuseExecutor(this, transaction);
    } else {
    // ---------> 会走到这个分支
    executor = new SimpleExecutor(this, transaction);
    }
    if (cacheEnabled) {
    executor = new CachingExecutor(executor);
    }
    executor = (Executor) interceptorChain.pluginAll(executor);
    return executor;
    }
    - -

    上面传入的 executorTypeConfiguration 的默认类型,也就是 simple 类型,并且 cacheEnabledConfiguration 默认为 true,所以会包装成CachingExecutor ,然后后面就是插件了,这块我们先不展开
    然后我们的openSession返回的就是创建了DefaultSqlSession

    -
    public DefaultSqlSession(Configuration configuration, Executor executor, boolean autoCommit) {
    this.configuration = configuration;
    this.executor = executor;
    this.dirty = false;
    this.autoCommit = autoCommit;
    }
    - -

    然后就是调用 selectOne, 因为前面已经把这部分代码说过了,就直接跳转过来
    org.apache.ibatis.session.defaults.DefaultSqlSession#selectList(java.lang.String, java.lang.Object, org.apache.ibatis.session.RowBounds, org.apache.ibatis.session.ResultHandler)

    -
    private <E> List<E> selectList(String statement, Object parameter, RowBounds rowBounds, ResultHandler handler) {
    try {
    MappedStatement ms = configuration.getMappedStatement(statement);
    return executor.query(ms, wrapCollection(parameter), rowBounds, handler);
    } catch (Exception e) {
    throw ExceptionFactory.wrapException("Error querying database. Cause: " + e, e);
    } finally {
    ErrorContext.instance().reset();
    }
    }
    - -

    因为前面说了 executor 包装了 CachingExecutor ,所以会先调用

    -
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameterObject);
    CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
    return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    - -

    然后是调用的真实的query方法

    -
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
    throws SQLException {
    Cache cache = ms.getCache();
    if (cache != null) {
    flushCacheIfRequired(ms);
    if (ms.isUseCache() && resultHandler == null) {
    ensureNoOutParams(ms, boundSql);
    @SuppressWarnings("unchecked")
    List<E> list = (List<E>) tcm.getObject(cache, key);
    if (list == null) {
    list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    tcm.putObject(cache, key, list); // issue #578 and #116
    }
    return list;
    }
    }
    return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    - -

    这里是第一次查询,没有缓存就先到最后一行,继续是调用到 org.apache.ibatis.executor.BaseExecutor#queryFromDatabase

    -
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
    ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
    if (closed) {
    throw new ExecutorException("Executor was closed.");
    }
    if (queryStack == 0 && ms.isFlushCacheRequired()) {
    clearLocalCache();
    }
    List<E> list;
    try {
    queryStack++;
    list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
    if (list != null) {
    handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
    } else {
    // ----------->会走到这里
    list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
    }
    } finally {
    queryStack--;
    }
    if (queryStack == 0) {
    for (DeferredLoad deferredLoad : deferredLoads) {
    deferredLoad.load();
    }
    // issue #601
    deferredLoads.clear();
    if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
    // issue #482
    clearLocalCache();
    }
    }
    return list;
    }
    - -

    然后是

    -
    private <E> List<E> queryFromDatabase(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
    List<E> list;
    localCache.putObject(key, EXECUTION_PLACEHOLDER);
    try {
    list = doQuery(ms, parameter, rowBounds, resultHandler, boundSql);
    } finally {
    localCache.removeObject(key);
    }
    localCache.putObject(key, list);
    if (ms.getStatementType() == StatementType.CALLABLE) {
    localOutputParameterCache.putObject(key, parameter);
    }
    return list;
    }
    - -

    然后就是 simpleExecutor 的执行过程

    -
    @Override
    public <E> List<E> doQuery(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, BoundSql boundSql) throws SQLException {
    Statement stmt = null;
    try {
    Configuration configuration = ms.getConfiguration();
    StatementHandler handler = configuration.newStatementHandler(wrapper, ms, parameter, rowBounds, resultHandler, boundSql);
    stmt = prepareStatement(handler, ms.getStatementLog());
    return handler.query(stmt, resultHandler);
    } finally {
    closeStatement(stmt);
    }
    }
    - -

    接下去其实就是跟jdbc交互了

    -
    @Override
    public <E> List<E> query(Statement statement, ResultHandler resultHandler) throws SQLException {
    PreparedStatement ps = (PreparedStatement) statement;
    ps.execute();
    return resultSetHandler.handleResultSets(ps);
    }
    - -

    com.mysql.cj.jdbc.ClientPreparedStatement#execute

    -
    public boolean execute() throws SQLException {
    try {
    synchronized(this.checkClosed().getConnectionMutex()) {
    JdbcConnection locallyScopedConn = this.connection;
    if (!this.doPingInstead && !this.checkReadOnlySafeStatement()) {
    throw SQLError.createSQLException(Messages.getString("PreparedStatement.20") + Messages.getString("PreparedStatement.21"), "S1009", this.exceptionInterceptor);
    } else {
    ResultSetInternalMethods rs = null;
    this.lastQueryIsOnDupKeyUpdate = false;
    if (this.retrieveGeneratedKeys) {
    this.lastQueryIsOnDupKeyUpdate = this.containsOnDuplicateKeyUpdate();
    }

    this.batchedGeneratedKeys = null;
    this.resetCancelledState();
    this.implicitlyCloseAllOpenResults();
    this.clearWarnings();
    if (this.doPingInstead) {
    this.doPingInstead();
    return true;
    } else {
    this.setupStreamingTimeout(locallyScopedConn);
    Message sendPacket = ((PreparedQuery)this.query).fillSendPacket(((PreparedQuery)this.query).getQueryBindings());
    String oldDb = null;
    if (!locallyScopedConn.getDatabase().equals(this.getCurrentDatabase())) {
    oldDb = locallyScopedConn.getDatabase();
    locallyScopedConn.setDatabase(this.getCurrentDatabase());
    }

    CachedResultSetMetaData cachedMetadata = null;
    boolean cacheResultSetMetadata = (Boolean)locallyScopedConn.getPropertySet().getBooleanProperty(PropertyKey.cacheResultSetMetadata).getValue();
    if (cacheResultSetMetadata) {
    cachedMetadata = locallyScopedConn.getCachedMetaData(((PreparedQuery)this.query).getOriginalSql());
    }

    locallyScopedConn.setSessionMaxRows(this.getQueryInfo().getFirstStmtChar() == 'S' ? this.maxRows : -1);
    rs = this.executeInternal(this.maxRows, sendPacket, this.createStreamingResultSet(), this.getQueryInfo().getFirstStmtChar() == 'S', cachedMetadata, false);
    if (cachedMetadata != null) {
    locallyScopedConn.initializeResultsMetadataFromCache(((PreparedQuery)this.query).getOriginalSql(), cachedMetadata, rs);
    } else if (rs.hasRows() && cacheResultSetMetadata) {
    locallyScopedConn.initializeResultsMetadataFromCache(((PreparedQuery)this.query).getOriginalSql(), (CachedResultSetMetaData)null, rs);
    }

    if (this.retrieveGeneratedKeys) {
    rs.setFirstCharOfQuery(this.getQueryInfo().getFirstStmtChar());
    }

    if (oldDb != null) {
    locallyScopedConn.setDatabase(oldDb);
    }

    if (rs != null) {
    this.lastInsertId = rs.getUpdateID();
    this.results = rs;
    }

    return rs != null && rs.hasRows();
    }
    }
    }
    } catch (CJException var11) {
    throw SQLExceptionsMapping.translateException(var11, this.getExceptionInterceptor());
    }
    }
    - -]]>
    - - Java - Mybatis - - - Java - Mysql - Mybatis - -
    redis数据结构介绍-第一部分 SDS,链表,字典 /2019/12/26/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D/ @@ -3554,85 +3637,38 @@ - rabbitmq-tips - /2017/04/25/rabbitmq-tips/ - rabbitmq 介绍

    接触了一下rabbitmq,原来在选型的时候是在rabbitmq跟kafka之间做选择,网上搜了一下之后发现kafka的优势在于吞吐量,而rabbitmq相对注重可靠性,因为应用在im上,需要保证消息不能丢失所以就暂时选定rabbitmq,
    Message Queue的需求由来已久,80年代最早在金融交易中,高盛等公司采用Teknekron公司的产品,当时的Message queuing软件叫做:the information bus(TIB)。 TIB被电信和通讯公司采用,路透社收购了Teknekron公司。之后,IBM开发了MQSeries,微软开发了Microsoft Message Queue(MSMQ)。这些商业MQ供应商的问题是厂商锁定,价格高昂。2001年,Java Message queuing试图解决锁定和交互性的问题,但对应用来说反而更加麻烦了。
    RabbitMQ采用Erlang语言开发。Erlang语言由Ericson设计,专门为开发concurrent和distribution系统的一种语言,在电信领域使用广泛。OTP(Open Telecom Platform)作为Erlang语言的一部分,包含了很多基于Erlang开发的中间件/库/工具,如mnesia/SASL,极大方便了Erlang应用的开发。OTP就类似于Python语言中众多的module,用户借助这些module可以很方便的开发应用。
    于是2004年,摩根大通和iMatrix开始着手Advanced Message Queuing Protocol (AMQP)开放标准的开发。2006年,AMQP规范发布。2007年,Rabbit技术公司基于AMQP标准开发的RabbitMQ 1.0 发布。所有主要的编程语言均有与代理接口通讯的客户端库。

    -

    简单的使用经验

    通俗的理解

    这里介绍下其中的一些概念,connection表示和队列服务器的连接,一般情况下是tcp连接, channel表示通道,可以在一个连接上建立多个通道,这里主要是节省了tcp连接握手的成本,exchange可以理解成一个路由器,将消息推送给对应的队列queue,其实是像一个订阅的模式。

    -

    集群经验

    rabbitmqctl stop这个是关闭rabbitmq,在搭建集群时候先关闭服务,然后使用rabbitmq-server -detached静默启动,这时候使用rabbitmqctl cluster_status查看集群状态,因为还没将节点加入集群,所以只能看到类似

    -
    Cluster status of node rabbit@rabbit1 ...
    [{nodes,[{disc,[rabbit@rabbit1,rabbit@rabbit2,rabbit@rabbit3]}]},
    {running_nodes,[rabbit@rabbit2,rabbit@rabbit1]}]
    ...done.
    -

    然后就可以把当前节点加入集群,

    -
    rabbit2$ rabbitmqctl stop_app #这个stop_app与stop的区别是前者停的是rabbitmq应用,保留erlang节点,
    #后者是停止了rabbitmq和erlang节点
    Stopping node rabbit@rabbit2 ...done.
    rabbit2$ rabbitmqctl join_cluster rabbit@rabbit1 #这里可以用--ram指定将当前节点作为内存节点加入集群
    Clustering node rabbit@rabbit2 with [rabbit@rabbit1] ...done.
    rabbit2$ rabbitmqctl start_app
    Starting node rabbit@rabbit2 ...done.
    -

    其他可以参考官方文档

    -

    一些坑

    消息丢失

    这里碰到过一个坑,对于使用exchange来做消息路由的,会有一个情况,就是在routing_key没被订阅的时候,会将该条找不到路由对应的queue的消息丢掉What happens if we break our contract and send a message with one or four words, like "orange" or "quick.orange.male.rabbit"? Well, these messages won't match any bindings and will be lost.对应链接,而当使用空的exchange时,会保留消息,当出现消费者的时候就可以将收到之前生产者所推送的消息对应链接,这里就是用了空的exchange。

    -

    集群搭建

    集群搭建的时候有个erlang vm生成的random cookie,这个是用来做集群之间认证的,相同的cookie才能连接,但是如果通过vim打开复制后在其他几点新建文件写入会多一个换行,导致集群建立是报错,所以这里最好使用scp等传输命令直接传输cookie文件,同时要注意下cookie的文件权限。
    另外在集群搭建的时候如果更改过hostname,那么要把rabbitmq的数据库删除,否则启动后会马上挂掉

    + redis数据结构介绍三-第三部分 整数集合 + /2020/01/10/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E4%B8%89/ + redis中对于 set 其实有两种处理,对于元素均为整型,并且元素数目较少时,使用 intset 作为底层数据结构,否则使用 dict 作为底层数据结构,先看一下代码先

    +
    typedef struct intset {
    // 编码方式
    uint32_t encoding;
    // 集合包含的元素数量
    uint32_t length;
    // 保存元素的数组
    int8_t contents[];
    } intset;

    /* Note that these encodings are ordered, so:
    * INTSET_ENC_INT16 < INTSET_ENC_INT32 < INTSET_ENC_INT64. */
    #define INTSET_ENC_INT16 (sizeof(int16_t))
    #define INTSET_ENC_INT32 (sizeof(int32_t))
    #define INTSET_ENC_INT64 (sizeof(int64_t))
    +

    一眼看,为啥整型还需要编码,然后 int8_t 怎么能存下大整形呢,带着这些疑问,我们一步步分析下去,这里的编码其实指的是这个整型集合里存的究竟是多大的整型,16 位,还是 32 位,还是 64 位,结构体下面的宏定义就是表示了 encoding 的可能取值,INTSET_ENC_INT16 表示每个元素用2个字节存储,INTSET_ENC_INT32 表示每个元素用4个字节存储,INTSET_ENC_INT64 表示每个元素用8个字节存储。因此,intset中存储的整数最多只能占用64bit。length 就是正常的表示集合中元素的数量。最奇怪的应该就是这个 contents 了,是个 int8_t 的数组,那放毛线数据啊,最小的都有 16 位,这里我在看代码和《redis 设计与实现》的时候也有点懵逼,后来查了下发现这是个比较取巧的用法,这里我用自己的理解表述一下,先看看 8,16,32,64 的关系,一眼看就知道都是 2 的 N 次,并且呈两倍关系,而且 8 位刚好一个字节,所以呢其实这里的contents 不是个常规意义上的 int8_t 类型的数组,而是个柔性数组。看下 wiki 的定义

    +
    +

    Flexible array members1 were introduced in the C99 standard of the C programming language (in particular, in section §6.7.2.1, item 16, page 103).2 It is a member of a struct, which is an array without a given dimension. It must be the last member of such a struct and it must be accompanied by at least one other member, as in the following example:

    +
    +
    struct vectord {
    size_t len;
    double arr[]; // the flexible array member must be last
    };
    +

    在初始化这个 intset 的时候,这个contents数组是不占用空间的,后面的反正用到了申请,那么这里就有一个问题,给出了三种可能的 encoding 值,他们能随便换吗,显然不行,首先在 intset 中数据的存放是有序的,这个有部分原因是方便二分查找,然后存放数据其实随着数据的大小不同会有一个升级的过程,看下图

    新创建的intset只有一个header,总共8个字节。其中encoding = 2, length = 0, 类型都是uint32_t,各占 4 字节,添加15, 5两个元素之后,因为它们是比较小的整数,都能使用2个字节表示,所以encoding不变,值还是2,也就是默认的 INTSET_ENC_INT16,当添加32768的时候,它不再能用2个字节来表示了(2个字节能表达的数据范围是-215~215-1,而32768等于215,超出范围了),因此encoding必须升级到INTSET_ENC_INT32(值为4),即用4个字节表示一个元素。在添加每个元素的过程中,intset始终保持从小到大有序。与ziplist类似,intset也是按小端(little endian)模式存储的(参见维基百科词条Endianness)。比如,在上图中intset添加完所有数据之后,表示encoding字段的4个字节应该解释成0x00000004,而第4个数据应该解释成0x00008000 = 32768

    ]]>
    - php - - - php - mq - im - -
    - - mybatis 的缓存是怎么回事 - /2020/10/03/mybatis-%E7%9A%84%E7%BC%93%E5%AD%98%E6%98%AF%E6%80%8E%E4%B9%88%E5%9B%9E%E4%BA%8B/ - Java 真的是任何一个中间件,比较常用的那种,都有很多内容值得深挖,比如这个缓存,慢慢有过一些感悟,比如如何提升性能,缓存无疑是一大重要手段,最底层开始 CPU 就有缓存,而且又小又贵,再往上一点内存一般作为硬盘存储在运行时的存储,一般在代码里也会用内存作为一些本地缓存,譬如数据库,像 mysql 这种也是有innodb_buffer_pool来提升查询效率,本质上理解就是用更快的存储作为相对慢存储的缓存,减少查询直接访问较慢的存储,并且这个都是相对的,比起 cpu 的缓存,那内存也是渣,但是与普通机械硬盘相比,那也是两个次元的水平。

    -

    闲扯这么多来说说 mybatis 的缓存,mybatis 一般作为一个轻量级的 orm 使用,相对应的就是比较重量级的 hibernate,不过不在这次讨论范围,上一次是主要讲了 mybatis 在解析 sql 过程中,对于两种占位符的不同替换实现策略,这次主要聊下 mybatis 的缓存,前面其实得了解下前置的东西,比如 sqlsession,先当做我们知道 sqlsession 是个什么玩意,可能或多或少的知道 mybatis 是有两级缓存,

    -

    一级缓存

    第一级的缓存是在 BaseExecutor 中的 PerpetualCache,它是个最基本的缓存实现类,使用了 HashMap 实现缓存功能,代码其实没几十行

    -
    public class PerpetualCache implements Cache {

    private final String id;

    private final Map<Object, Object> cache = new HashMap<>();

    public PerpetualCache(String id) {
    this.id = id;
    }

    @Override
    public String getId() {
    return id;
    }

    @Override
    public int getSize() {
    return cache.size();
    }

    @Override
    public void putObject(Object key, Object value) {
    cache.put(key, value);
    }

    @Override
    public Object getObject(Object key) {
    return cache.get(key);
    }

    @Override
    public Object removeObject(Object key) {
    return cache.remove(key);
    }

    @Override
    public void clear() {
    cache.clear();
    }

    @Override
    public boolean equals(Object o) {
    if (getId() == null) {
    throw new CacheException("Cache instances require an ID.");
    }
    if (this == o) {
    return true;
    }
    if (!(o instanceof Cache)) {
    return false;
    }

    Cache otherCache = (Cache) o;
    return getId().equals(otherCache.getId());
    }

    @Override
    public int hashCode() {
    if (getId() == null) {
    throw new CacheException("Cache instances require an ID.");
    }
    return getId().hashCode();
    }

    }
    -

    可以看一下BaseExecutor 的构造函数

    -
    protected BaseExecutor(Configuration configuration, Transaction transaction) {
    this.transaction = transaction;
    this.deferredLoads = new ConcurrentLinkedQueue<>();
    this.localCache = new PerpetualCache("LocalCache");
    this.localOutputParameterCache = new PerpetualCache("LocalOutputParameterCache");
    this.closed = false;
    this.configuration = configuration;
    this.wrapper = this;
    }
    -

    就是把 PerpetualCache 作为 localCache,然后怎么使用我看简单看一下,BaseExecutor 的查询首先是调用这个函数

    -
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameter);
    CacheKey key = createCacheKey(ms, parameter, rowBounds, boundSql);
    return query(ms, parameter, rowBounds, resultHandler, key, boundSql);
    }
    -

    可以看到首先是调用了 createCacheKey 方法,这个方法呢,先不看怎么写的,如果我们自己要实现这么个缓存,首先这个缓存 key 的设计也是个问题,如果是以表名加主键作为 key,那么分页查询,或者没有主键的时候就不行,来看看 mybatis 是怎么设计的

    -
    @Override
    public CacheKey createCacheKey(MappedStatement ms, Object parameterObject, RowBounds rowBounds, BoundSql boundSql) {
    if (closed) {
    throw new ExecutorException("Executor was closed.");
    }
    CacheKey cacheKey = new CacheKey();
    cacheKey.update(ms.getId());
    cacheKey.update(rowBounds.getOffset());
    cacheKey.update(rowBounds.getLimit());
    cacheKey.update(boundSql.getSql());
    List<ParameterMapping> parameterMappings = boundSql.getParameterMappings();
    TypeHandlerRegistry typeHandlerRegistry = ms.getConfiguration().getTypeHandlerRegistry();
    // mimic DefaultParameterHandler logic
    for (ParameterMapping parameterMapping : parameterMappings) {
    if (parameterMapping.getMode() != ParameterMode.OUT) {
    Object value;
    String propertyName = parameterMapping.getProperty();
    if (boundSql.hasAdditionalParameter(propertyName)) {
    value = boundSql.getAdditionalParameter(propertyName);
    } else if (parameterObject == null) {
    value = null;
    } else if (typeHandlerRegistry.hasTypeHandler(parameterObject.getClass())) {
    value = parameterObject;
    } else {
    MetaObject metaObject = configuration.newMetaObject(parameterObject);
    value = metaObject.getValue(propertyName);
    }
    cacheKey.update(value);
    }
    }
    if (configuration.getEnvironment() != null) {
    // issue #176
    cacheKey.update(configuration.getEnvironment().getId());
    }
    return cacheKey;
    }

    -

    首先需要 id,这个 id 是 mapper 里方法的 id, 然后是偏移量跟返回行数,再就是 sql,然后是参数,基本上是会有影响的都加进去了,在这个 update 里面

    -
    public void update(Object object) {
    int baseHashCode = object == null ? 1 : ArrayUtil.hashCode(object);

    count++;
    checksum += baseHashCode;
    baseHashCode *= count;

    hashcode = multiplier * hashcode + baseHashCode;

    updateList.add(object);
    }
    -

    其实是一个 hash 转换,具体不纠结,就是提高特异性,然后回来就是继续调用 query

    -
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql) throws SQLException {
    ErrorContext.instance().resource(ms.getResource()).activity("executing a query").object(ms.getId());
    if (closed) {
    throw new ExecutorException("Executor was closed.");
    }
    if (queryStack == 0 && ms.isFlushCacheRequired()) {
    clearLocalCache();
    }
    List<E> list;
    try {
    queryStack++;
    list = resultHandler == null ? (List<E>) localCache.getObject(key) : null;
    if (list != null) {
    handleLocallyCachedOutputParameters(ms, key, parameter, boundSql);
    } else {
    list = queryFromDatabase(ms, parameter, rowBounds, resultHandler, key, boundSql);
    }
    } finally {
    queryStack--;
    }
    if (queryStack == 0) {
    for (DeferredLoad deferredLoad : deferredLoads) {
    deferredLoad.load();
    }
    // issue #601
    deferredLoads.clear();
    if (configuration.getLocalCacheScope() == LocalCacheScope.STATEMENT) {
    // issue #482
    clearLocalCache();
    }
    }
    return list;
    }
    -

    可以看到是先从 localCache 里取,取不到再 queryFromDatabase,其实比较简单,这是一级缓存,考虑到 sqlsession 跟 BaseExecutor 的关系,其实是随着 sqlsession 来保证这个缓存不会出现脏数据幻读的情况,当然事务相关的后面可能再单独聊。

    -

    二级缓存

    其实这个一级二级顺序有点反过来,其实查询的是先走的二级缓存,当然二级的需要配置开启,默认不开,
    需要通过

    -
    <setting name="cacheEnabled" value="true"/>
    -

    来开启,然后我们的查询就会走到

    -
    public class CachingExecutor implements Executor {

    private final Executor delegate;
    private final TransactionalCacheManager tcm = new TransactionalCacheManager();
    -

    这个 Executor 中,这里我放了类里面的元素,发现没有一个 Cache 类,这就是一个特点了,往下看查询过程

    -
    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler) throws SQLException {
    BoundSql boundSql = ms.getBoundSql(parameterObject);
    CacheKey key = createCacheKey(ms, parameterObject, rowBounds, boundSql);
    return query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }

    @Override
    public <E> List<E> query(MappedStatement ms, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, CacheKey key, BoundSql boundSql)
    throws SQLException {
    Cache cache = ms.getCache();
    if (cache != null) {
    flushCacheIfRequired(ms);
    if (ms.isUseCache() && resultHandler == null) {
    ensureNoOutParams(ms, boundSql);
    @SuppressWarnings("unchecked")
    List<E> list = (List<E>) tcm.getObject(cache, key);
    if (list == null) {
    list = delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    tcm.putObject(cache, key, list); // issue #578 and #116
    }
    return list;
    }
    }
    return delegate.query(ms, parameterObject, rowBounds, resultHandler, key, boundSql);
    }
    -

    看到没,其实缓存是从 tcm 这个成员变量里取,而这个是什么呢,事务性缓存(直译下),因为这个其实是用 MappedStatement 里的 Cache 作为key 从 tcm 的 map 取出来的

    -
    public class TransactionalCacheManager {

    private final Map<Cache, TransactionalCache> transactionalCaches = new HashMap<>();
    -

    MappedStatement是被全局使用的,所以其实二级缓存是跟着 mapper 的 namespace 走的,可以被多个 CachingExecutor 获取到,就会出现线程安全问题,线程安全问题可以用SynchronizedCache来解决,就是加锁,但是对于事务中的脏读,使用了TransactionalCache来解决这个问题,

    -
    public class TransactionalCache implements Cache {

    private static final Log log = LogFactory.getLog(TransactionalCache.class);

    private final Cache delegate;
    private boolean clearOnCommit;
    private final Map<Object, Object> entriesToAddOnCommit;
    private final Set<Object> entriesMissedInCache;
    -

    在事务还没提交的时候,会把中间状态的数据放在 entriesToAddOnCommit 中,只有在提交后会放进共享缓存中,

    -
    public void commit() {
    if (clearOnCommit) {
    delegate.clear();
    }
    flushPendingEntries();
    reset();
    }
    ]]>
    - - Java - Mybatis - Spring - Mybatis - 缓存 - Mybatis + Redis + 数据结构 + C + 源码 + Redis - Java - Mysql - Mybatis - 缓存 + redis + 数据结构 + 源码
    - redis数据结构介绍五-第五部分 对象 - /2020/01/20/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E4%BA%94/ - 前面说了这么些数据结构,其实大家对于 redis 最初的印象应该就是个 key-value 的缓存,类似于 memcache,redis 其实也是个 key-value,key 还是一样的字符串,或者说就是用 redis 自己的动态字符串实现,但是 value 其实就是前面说的那些数据结构,差不多快说完了,还有个 quicklist 后面还有一篇,这里先介绍下 redis 对于这些不同类型的 value 是怎么实现的,首先看下 redisObject 的源码头文件

    -
    /* The actual Redis Object */
    #define OBJ_STRING 0 /* String object. */
    #define OBJ_LIST 1 /* List object. */
    #define OBJ_SET 2 /* Set object. */
    #define OBJ_ZSET 3 /* Sorted set object. */
    #define OBJ_HASH 4 /* Hash object. */
    /*
    * Objects encoding. Some kind of objects like Strings and Hashes can be
    * internally represented in multiple ways. The 'encoding' field of the object
    * is set to one of this fields for this object. */
    #define OBJ_ENCODING_RAW 0 /* Raw representation */
    #define OBJ_ENCODING_INT 1 /* Encoded as integer */
    #define OBJ_ENCODING_HT 2 /* Encoded as hash table */
    #define OBJ_ENCODING_ZIPMAP 3 /* Encoded as zipmap */
    #define OBJ_ENCODING_LINKEDLIST 4 /* No longer used: old list encoding. */
    #define OBJ_ENCODING_ZIPLIST 5 /* Encoded as ziplist */
    #define OBJ_ENCODING_INTSET 6 /* Encoded as intset */
    #define OBJ_ENCODING_SKIPLIST 7 /* Encoded as skiplist */
    #define OBJ_ENCODING_EMBSTR 8 /* Embedded sds string encoding */
    #define OBJ_ENCODING_QUICKLIST 9 /* Encoded as linked list of ziplists */
    #define OBJ_ENCODING_STREAM 10 /* Encoded as a radix tree of listpacks */

    #define LRU_BITS 24
    #define LRU_CLOCK_MAX ((1<<LRU_BITS)-1) /* Max value of obj->lru */
    #define LRU_CLOCK_RESOLUTION 1000 /* LRU clock resolution in ms */

    #define OBJ_SHARED_REFCOUNT INT_MAX
    typedef struct redisObject {
    unsigned type:4;
    unsigned encoding:4;
    unsigned lru:LRU_BITS; /* LRU time (relative to global lru_clock) or
    * LFU data (least significant 8 bits frequency
    * and most significant 16 bits access time). */
    int refcount;
    void *ptr;
    } robj;
    -

    主体结构就是这个 redisObject,

    -
      -
    • type: 字段表示对象的类型,它对应的就是 redis 的对外暴露的,或者说用户可以使用的五种类型,OBJ_STRING, OBJ_LIST, OBJ_SET, OBJ_ZSET, OBJ_HASH
    • -
    • encoding: 字段表示这个对象在 redis 内部的编码方式,由OBJ_ENCODING_开头的 11 种
    • -
    • lru: 做LRU替换算法用,占24个bit
    • -
    • refcount: 引用计数。它允许robj对象在某些情况下被共享。
    • -
    • ptr: 指向底层实现数据结构的指针
      当 type 是 OBJ_STRING 时,表示类型是个 string,它的编码方式 encoding 可能有 OBJ_ENCODING_RAW,OBJ_ENCODING_INT,OBJ_ENCODING_EMBSTR 三种
      当 type 是 OBJ_LIST 时,表示类型是 list,它的编码方式 encoding 是 OBJ_ENCODING_QUICKLIST,对于早一些的版本,2.2这种可能还会使用 OBJ_ENCODING_ZIPLIST,OBJ_ENCODING_LINKEDLIST
      当 type 是 OBJ_SET 时,是个集合,但是得看具体元素的类型,有可能使用整数集合,OBJ_ENCODING_INTSET, 如果元素不全是整型或者数量超过一定限制,那么编码就是 OBJ_ENCODING_HT hash table 了
      当 type 是 OBJ_ZSET 时,是个有序集合,它底层有可能使用的是 OBJ_ENCODING_ZIPLIST 或者 OBJ_ENCODING_SKIPLIST
      当 type 是 OBJ_HASH 时,一开始也是 OBJ_ENCODING_ZIPLIST,然后当数据量大于 hash_max_ziplist_entries 时会转成 OBJ_ENCODING_HT
    • -
    + redis数据结构介绍二-第二部分 跳表 + /2020/01/04/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E4%BA%8C/ + 跳表 skiplist

    跳表是个在我们日常的代码中不太常用到的数据结构,相对来讲就没有像数组,链表,字典,散列,树等结构那么熟悉,所以就从头开始分析下,首先是链表,跳表跟链表都有个表字(太硬扯了我🤦‍♀️),注意这是个有序链表

    如上图,在这个链表里如果我要找到 23,是不是我需要从3,5,9开始一直往后找直到找到 23,也就是说时间复杂度是 O(N),N 的一次幂复杂度,那么我们来看看第二个

    这个结构跟原先有点不一样,它给链表中偶数位的节点又加了一个指针把它们链接起来,这样子当我们要寻找 23 的时候就可以从原来的一个个往下找变成跳着找,先找到 5,然后是 10,接着是 19,然后是 28,这时候发现 28 比 23 大了,那我在退回到 19,然后从下一层原来的链表往前找,

    这里毛估估是不是前面的节点我就少找了一半,有那么点二分法的意思。
    前面的其实是跳表的引子,真正的跳表其实不是这样,因为上面的其实有个比较大的问题,就是插入一个元素后需要调整每个元素的指针,在 redis 中的跳表其实是做了个随机层数的优化,因为沿着前面的例子,其实当数据量很大的时候,是不是层数越多,其查询效率越高,但是随着层数变多,要保持这种严格的层数规则其实也会增大处理复杂度,所以 redis 插入每个元素的时候都是使用随机的方式,看一眼代码

    +
    /* ZSETs use a specialized version of Skiplists */
    typedef struct zskiplistNode {
    sds ele;
    double score;
    struct zskiplistNode *backward;
    struct zskiplistLevel {
    struct zskiplistNode *forward;
    unsigned long span;
    } level[];
    } zskiplistNode;

    typedef struct zskiplist {
    struct zskiplistNode *header, *tail;
    unsigned long length;
    int level;
    } zskiplist;

    typedef struct zset {
    dict *dict;
    zskiplist *zsl;
    } zset;
    +

    忘了说了,redis 是把 skiplist 跳表用在 zset 里,zset 是个有序的集合,可以看到 zskiplist 就是个跳表的结构,里面用 header 保存跳表的表头,tail 保存表尾,还有长度和最大层级,具体的跳表节点元素使用 zskiplistNode 表示,里面包含了 sds 类型的元素值,double 类型的分值,用来排序,一个 backward 后向指针和一个 zskiplistLevel 数组,每个 level 包含了一个前向指针,和一个 span,span 表示的是跳表前向指针的跨度,这里再补充一点,前面说了为了灵活这个跳表的新增修改,redis 使用了随机层高的方式插入新节点,但是如果所有节点都随机到很高的层级或者所有都很低的话,跳表的效率优势就会减小,所以 redis 使用了个小技巧,贴下代码

    +
    #define ZSKIPLIST_P 0.25      /* Skiplist P = 1/4 */
    int zslRandomLevel(void) {
    int level = 1;
    while ((random()&0xFFFF) < (ZSKIPLIST_P * 0xFFFF))
    level += 1;
    return (level<ZSKIPLIST_MAXLEVEL) ? level : ZSKIPLIST_MAXLEVEL;
    }
    +

    当随机值跟0xFFFF进行与操作小于ZSKIPLIST_P * 0xFFFF时才会增大 level 的值,因此保持了一个相对递减的概率
    可以简单分析下,当 random() 的值小于 0xFFFF 的 1/4,才会 level + 1,就意味着当有 1 - 1/4也就是3/4的概率是直接跳出,所以一层的概率是3/4,也就是 1-P,二层的概率是 P*(1-P),三层的概率是 P² * (1-P) 依次递推。

    ]]>
    Redis @@ -3648,16 +3684,18 @@
    - redis数据结构介绍三-第三部分 整数集合 - /2020/01/10/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E4%B8%89/ - redis中对于 set 其实有两种处理,对于元素均为整型,并且元素数目较少时,使用 intset 作为底层数据结构,否则使用 dict 作为底层数据结构,先看一下代码先

    -
    typedef struct intset {
    // 编码方式
    uint32_t encoding;
    // 集合包含的元素数量
    uint32_t length;
    // 保存元素的数组
    int8_t contents[];
    } intset;

    /* Note that these encodings are ordered, so:
    * INTSET_ENC_INT16 < INTSET_ENC_INT32 < INTSET_ENC_INT64. */
    #define INTSET_ENC_INT16 (sizeof(int16_t))
    #define INTSET_ENC_INT32 (sizeof(int32_t))
    #define INTSET_ENC_INT64 (sizeof(int64_t))
    -

    一眼看,为啥整型还需要编码,然后 int8_t 怎么能存下大整形呢,带着这些疑问,我们一步步分析下去,这里的编码其实指的是这个整型集合里存的究竟是多大的整型,16 位,还是 32 位,还是 64 位,结构体下面的宏定义就是表示了 encoding 的可能取值,INTSET_ENC_INT16 表示每个元素用2个字节存储,INTSET_ENC_INT32 表示每个元素用4个字节存储,INTSET_ENC_INT64 表示每个元素用8个字节存储。因此,intset中存储的整数最多只能占用64bit。length 就是正常的表示集合中元素的数量。最奇怪的应该就是这个 contents 了,是个 int8_t 的数组,那放毛线数据啊,最小的都有 16 位,这里我在看代码和《redis 设计与实现》的时候也有点懵逼,后来查了下发现这是个比较取巧的用法,这里我用自己的理解表述一下,先看看 8,16,32,64 的关系,一眼看就知道都是 2 的 N 次,并且呈两倍关系,而且 8 位刚好一个字节,所以呢其实这里的contents 不是个常规意义上的 int8_t 类型的数组,而是个柔性数组。看下 wiki 的定义

    -
    -

    Flexible array members1 were introduced in the C99 standard of the C programming language (in particular, in section §6.7.2.1, item 16, page 103).2 It is a member of a struct, which is an array without a given dimension. It must be the last member of such a struct and it must be accompanied by at least one other member, as in the following example:

    -
    -
    struct vectord {
    size_t len;
    double arr[]; // the flexible array member must be last
    };
    -

    在初始化这个 intset 的时候,这个contents数组是不占用空间的,后面的反正用到了申请,那么这里就有一个问题,给出了三种可能的 encoding 值,他们能随便换吗,显然不行,首先在 intset 中数据的存放是有序的,这个有部分原因是方便二分查找,然后存放数据其实随着数据的大小不同会有一个升级的过程,看下图

    新创建的intset只有一个header,总共8个字节。其中encoding = 2, length = 0, 类型都是uint32_t,各占 4 字节,添加15, 5两个元素之后,因为它们是比较小的整数,都能使用2个字节表示,所以encoding不变,值还是2,也就是默认的 INTSET_ENC_INT16,当添加32768的时候,它不再能用2个字节来表示了(2个字节能表达的数据范围是-215~215-1,而32768等于215,超出范围了),因此encoding必须升级到INTSET_ENC_INT32(值为4),即用4个字节表示一个元素。在添加每个元素的过程中,intset始终保持从小到大有序。与ziplist类似,intset也是按小端(little endian)模式存储的(参见维基百科词条Endianness)。比如,在上图中intset添加完所有数据之后,表示encoding字段的4个字节应该解释成0x00000004,而第4个数据应该解释成0x00008000 = 32768

    + redis数据结构介绍五-第五部分 对象 + /2020/01/20/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E4%BA%94/ + 前面说了这么些数据结构,其实大家对于 redis 最初的印象应该就是个 key-value 的缓存,类似于 memcache,redis 其实也是个 key-value,key 还是一样的字符串,或者说就是用 redis 自己的动态字符串实现,但是 value 其实就是前面说的那些数据结构,差不多快说完了,还有个 quicklist 后面还有一篇,这里先介绍下 redis 对于这些不同类型的 value 是怎么实现的,首先看下 redisObject 的源码头文件

    +
    /* The actual Redis Object */
    #define OBJ_STRING 0 /* String object. */
    #define OBJ_LIST 1 /* List object. */
    #define OBJ_SET 2 /* Set object. */
    #define OBJ_ZSET 3 /* Sorted set object. */
    #define OBJ_HASH 4 /* Hash object. */
    /*
    * Objects encoding. Some kind of objects like Strings and Hashes can be
    * internally represented in multiple ways. The 'encoding' field of the object
    * is set to one of this fields for this object. */
    #define OBJ_ENCODING_RAW 0 /* Raw representation */
    #define OBJ_ENCODING_INT 1 /* Encoded as integer */
    #define OBJ_ENCODING_HT 2 /* Encoded as hash table */
    #define OBJ_ENCODING_ZIPMAP 3 /* Encoded as zipmap */
    #define OBJ_ENCODING_LINKEDLIST 4 /* No longer used: old list encoding. */
    #define OBJ_ENCODING_ZIPLIST 5 /* Encoded as ziplist */
    #define OBJ_ENCODING_INTSET 6 /* Encoded as intset */
    #define OBJ_ENCODING_SKIPLIST 7 /* Encoded as skiplist */
    #define OBJ_ENCODING_EMBSTR 8 /* Embedded sds string encoding */
    #define OBJ_ENCODING_QUICKLIST 9 /* Encoded as linked list of ziplists */
    #define OBJ_ENCODING_STREAM 10 /* Encoded as a radix tree of listpacks */

    #define LRU_BITS 24
    #define LRU_CLOCK_MAX ((1<<LRU_BITS)-1) /* Max value of obj->lru */
    #define LRU_CLOCK_RESOLUTION 1000 /* LRU clock resolution in ms */

    #define OBJ_SHARED_REFCOUNT INT_MAX
    typedef struct redisObject {
    unsigned type:4;
    unsigned encoding:4;
    unsigned lru:LRU_BITS; /* LRU time (relative to global lru_clock) or
    * LFU data (least significant 8 bits frequency
    * and most significant 16 bits access time). */
    int refcount;
    void *ptr;
    } robj;
    +

    主体结构就是这个 redisObject,

    +
      +
    • type: 字段表示对象的类型,它对应的就是 redis 的对外暴露的,或者说用户可以使用的五种类型,OBJ_STRING, OBJ_LIST, OBJ_SET, OBJ_ZSET, OBJ_HASH
    • +
    • encoding: 字段表示这个对象在 redis 内部的编码方式,由OBJ_ENCODING_开头的 11 种
    • +
    • lru: 做LRU替换算法用,占24个bit
    • +
    • refcount: 引用计数。它允许robj对象在某些情况下被共享。
    • +
    • ptr: 指向底层实现数据结构的指针
      当 type 是 OBJ_STRING 时,表示类型是个 string,它的编码方式 encoding 可能有 OBJ_ENCODING_RAW,OBJ_ENCODING_INT,OBJ_ENCODING_EMBSTR 三种
      当 type 是 OBJ_LIST 时,表示类型是 list,它的编码方式 encoding 是 OBJ_ENCODING_QUICKLIST,对于早一些的版本,2.2这种可能还会使用 OBJ_ENCODING_ZIPLIST,OBJ_ENCODING_LINKEDLIST
      当 type 是 OBJ_SET 时,是个集合,但是得看具体元素的类型,有可能使用整数集合,OBJ_ENCODING_INTSET, 如果元素不全是整型或者数量超过一定限制,那么编码就是 OBJ_ENCODING_HT hash table 了
      当 type 是 OBJ_ZSET 时,是个有序集合,它底层有可能使用的是 OBJ_ENCODING_ZIPLIST 或者 OBJ_ENCODING_SKIPLIST
      当 type 是 OBJ_HASH 时,一开始也是 OBJ_ENCODING_ZIPLIST,然后当数据量大于 hash_max_ziplist_entries 时会转成 OBJ_ENCODING_HT
    • +
    ]]>
    Redis @@ -3699,6 +3737,35 @@

    插入过程

    简单说下插入元素的过程

    /* Wrapper to allow argument-based switching between HEAD/TAIL pop */
    void quicklistPush(quicklist *quicklist, void *value, const size_t sz,
    int where) {
    if (where == QUICKLIST_HEAD) {
    quicklistPushHead(quicklist, value, sz);
    } else if (where == QUICKLIST_TAIL) {
    quicklistPushTail(quicklist, value, sz);
    }
    }

    /* Add new entry to head node of quicklist.
    *
    * Returns 0 if used existing head.
    * Returns 1 if new head created. */
    int quicklistPushHead(quicklist *quicklist, void *value, size_t sz) {
    quicklistNode *orig_head = quicklist->head;
    if (likely(
    _quicklistNodeAllowInsert(quicklist->head, quicklist->fill, sz))) {
    quicklist->head->zl =
    ziplistPush(quicklist->head->zl, value, sz, ZIPLIST_HEAD);
    quicklistNodeUpdateSz(quicklist->head);
    } else {
    quicklistNode *node = quicklistCreateNode();
    node->zl = ziplistPush(ziplistNew(), value, sz, ZIPLIST_HEAD);

    quicklistNodeUpdateSz(node);
    _quicklistInsertNodeBefore(quicklist, quicklist->head, node);
    }
    quicklist->count++;
    quicklist->head->count++;
    return (orig_head != quicklist->head);
    }

    /* Add new entry to tail node of quicklist.
    *
    * Returns 0 if used existing tail.
    * Returns 1 if new tail created. */
    int quicklistPushTail(quicklist *quicklist, void *value, size_t sz) {
    quicklistNode *orig_tail = quicklist->tail;
    if (likely(
    _quicklistNodeAllowInsert(quicklist->tail, quicklist->fill, sz))) {
    quicklist->tail->zl =
    ziplistPush(quicklist->tail->zl, value, sz, ZIPLIST_TAIL);
    quicklistNodeUpdateSz(quicklist->tail);
    } else {
    quicklistNode *node = quicklistCreateNode();
    node->zl = ziplistPush(ziplistNew(), value, sz, ZIPLIST_TAIL);

    quicklistNodeUpdateSz(node);
    _quicklistInsertNodeAfter(quicklist, quicklist->tail, node);
    }
    quicklist->count++;
    quicklist->tail->count++;
    return (orig_tail != quicklist->tail);
    }

    /* Wrappers for node inserting around existing node. */
    REDIS_STATIC void _quicklistInsertNodeBefore(quicklist *quicklist,
    quicklistNode *old_node,
    quicklistNode *new_node) {
    __quicklistInsertNode(quicklist, old_node, new_node, 0);
    }

    REDIS_STATIC void _quicklistInsertNodeAfter(quicklist *quicklist,
    quicklistNode *old_node,
    quicklistNode *new_node) {
    __quicklistInsertNode(quicklist, old_node, new_node, 1);
    }

    /* Insert 'new_node' after 'old_node' if 'after' is 1.
    * Insert 'new_node' before 'old_node' if 'after' is 0.
    * Note: 'new_node' is *always* uncompressed, so if we assign it to
    * head or tail, we do not need to uncompress it. */
    REDIS_STATIC void __quicklistInsertNode(quicklist *quicklist,
    quicklistNode *old_node,
    quicklistNode *new_node, int after) {
    if (after) {
    new_node->prev = old_node;
    if (old_node) {
    new_node->next = old_node->next;
    if (old_node->next)
    old_node->next->prev = new_node;
    old_node->next = new_node;
    }
    if (quicklist->tail == old_node)
    quicklist->tail = new_node;
    } else {
    new_node->next = old_node;
    if (old_node) {
    new_node->prev = old_node->prev;
    if (old_node->prev)
    old_node->prev->next = new_node;
    old_node->prev = new_node;
    }
    if (quicklist->head == old_node)
    quicklist->head = new_node;
    }
    /* If this insert creates the only element so far, initialize head/tail. */
    if (quicklist->len == 0) {
    quicklist->head = quicklist->tail = new_node;
    }

    if (old_node)
    quicklistCompress(quicklist, old_node);

    quicklist->len++;
    }

    前面第一步先根据插入的是头还是尾选择不同的 push 函数,quicklistPushHead 或者 quicklistPushTail,举例分析下从头插入的 quicklistPushHead,先判断当前的 quicklistNode 节点还能不能允许再往 ziplist 里添加元素,如果可以就添加,如果不允许就新建一个 quicklistNode,然后调用 _quicklistInsertNodeBefore 将节点插进去,具体插入quicklist节点的操作类似链表的插入。

    +]]>
    + + Redis + 数据结构 + C + 源码 + Redis + + + redis + 数据结构 + 源码 + +
    + + redis数据结构介绍四-第四部分 压缩表 + /2020/01/19/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E5%9B%9B/ + 在 redis 中还有一类表型数据结构叫压缩表,ziplist,它的目的是替代链表,链表是个很容易理解的数据结构,双向链表有前后指针,有带头结点的有的不带,但是链表有个比较大的问题是相对于普通的数组,它的内存不连续,碎片化的存储,内存利用效率不高,而且指针寻址相对于直接使用偏移量的话,也有一定的效率劣势,当然这不是主要的原因,ziplist 设计的主要目的是让链表的内存使用更高效

    +
    +

    The ziplist is a specially encoded dually linked list that is designed to be very memory efficient.
    这是摘自 redis 源码中ziplist.c 文件的注释,也说明了原因,它的大概结构是这样子

    +
    +
    <zlbytes> <zltail> <zllen> <entry> <entry> ... <entry> <zlend>
    +

    其中
    <zlbytes>表示 ziplist 占用的字节总数,类型是uint32_t,32 位的无符号整型,当然表示的字节数也包含自己本身占用的 4 个
    <zltail> 类型也是是uint32_t,表示ziplist表中最后一项(entry)在ziplist中的偏移字节数。<zltail>的存在,使得我们可以很方便地找到最后一项(不用遍历整个ziplist),从而可以在ziplist尾端快速地执行push或pop操作。
    <uint16_t zllen> 表示ziplist 中的数据项个数,因为是 16 位,所以当数量超过所能表示的最大的数量,它的 16 位全会置为 1,但是真实的数量需要遍历整个 ziplist 才能知道
    <entry>是具体的数据项,后面解释
    <zlend> ziplist 的最后一个字节,固定是255。
    再看一下<entry>中的具体结构,

    +
    <prevlen> <encoding> <entry-data>
    +

    首先这个<prevlen>有两种情况,一种是前面的元素的长度,如果是小于等于 253的时候就用一个uint8_t 来表示前一元素的长度,如果大于的话他将占用五个字节,第一个字节是 254,即表示这个字节已经表示不下了,需要后面的四个字节帮忙表示
    <encoding>这个就比较复杂,把源码的注释放下面先看下

    +
    * |00pppppp| - 1 byte
    * String value with length less than or equal to 63 bytes (6 bits).
    * "pppppp" represents the unsigned 6 bit length.
    * |01pppppp|qqqqqqqq| - 2 bytes
    * String value with length less than or equal to 16383 bytes (14 bits).
    * IMPORTANT: The 14 bit number is stored in big endian.
    * |10000000|qqqqqqqq|rrrrrrrr|ssssssss|tttttttt| - 5 bytes
    * String value with length greater than or equal to 16384 bytes.
    * Only the 4 bytes following the first byte represents the length
    * up to 32^2-1. The 6 lower bits of the first byte are not used and
    * are set to zero.
    * IMPORTANT: The 32 bit number is stored in big endian.
    * |11000000| - 3 bytes
    * Integer encoded as int16_t (2 bytes).
    * |11010000| - 5 bytes
    * Integer encoded as int32_t (4 bytes).
    * |11100000| - 9 bytes
    * Integer encoded as int64_t (8 bytes).
    * |11110000| - 4 bytes
    * Integer encoded as 24 bit signed (3 bytes).
    * |11111110| - 2 bytes
    * Integer encoded as 8 bit signed (1 byte).
    * |1111xxxx| - (with xxxx between 0000 and 1101) immediate 4 bit integer.
    * Unsigned integer from 0 to 12. The encoded value is actually from
    * 1 to 13 because 0000 and 1111 can not be used, so 1 should be
    * subtracted from the encoded 4 bit value to obtain the right value.
    * |11111111| - End of ziplist special entry.
    +

    首先如果 encoding 的前两位是 00 的话代表这个元素是个 6 位的字符串,即直接将数据保存在 encoding 中,不消耗额外的<entry-data>,如果前两位是 01 的话表示是个 14 位的字符串,如果是 10 的话表示encoding 块之后的四个字节是存放字符串类型的数据,encoding 的剩余 6 位置 0。
    如果 encoding 的前两位是 11 的话表示这是个整型,具体的如果后两位是00的话,表示后面是个2字节的 int16_t 类型,如果是01的话,后面是个4字节的int32_t,如果是10的话后面是8字节的int64_t,如果是 11 的话后面是 3 字节的有符号整型,这些都要最后 4 位都是 0 的情况噢
    剩下当是11111110时,则表示是一个1 字节的有符号数,如果是 1111xxxx,其中xxxx在0000 到 1101 表示实际的 1 到 13,为啥呢,因为 0000 前面已经用过了,而 1110 跟 1111 也都有用了。
    看个具体的例子(上下有点对不齐,将就看)

    +
    [0f 00 00 00] [0c 00 00 00] [02 00] [00 f3] [02 f6] [ff]
    |**zlbytes***| |***zltail***| |*zllen*| |entry1 entry2| |zlend|
    +

    第一部分代表整个 ziplist 有 15 个字节,zlbytes 自己占了 4 个 zltail 表示最后一个元素的偏移量,第 13 个字节起,zllen 表示有 2 个元素,第一个元素是00f3,00表示前一个元素长度是 0,本来前面就没元素(不过不知道这个能不能优化这一字节),然后是 f3,换成二进制就是11110011,对照上面的注释,是落在|1111xxxx|这个类型里,注意这个其实是用 0001 到 1101 也就是 1到 13 来表示 0到 12,所以 f3 应该就是 2,第一个元素是 2,第二个元素呢,02 代表前一个元素也就是刚才说的这个,占用 2 字节,f6 展开也是刚才的类型,实际是 5,ff 表示 ziplist 的结尾,所以这个 ziplist 里面是两个元素,2 跟 5

    ]]>
    Redis @@ -3770,42 +3837,18 @@
    - redis数据结构介绍四-第四部分 压缩表 - /2020/01/19/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E5%9B%9B/ - 在 redis 中还有一类表型数据结构叫压缩表,ziplist,它的目的是替代链表,链表是个很容易理解的数据结构,双向链表有前后指针,有带头结点的有的不带,但是链表有个比较大的问题是相对于普通的数组,它的内存不连续,碎片化的存储,内存利用效率不高,而且指针寻址相对于直接使用偏移量的话,也有一定的效率劣势,当然这不是主要的原因,ziplist 设计的主要目的是让链表的内存使用更高效

    -
    -

    The ziplist is a specially encoded dually linked list that is designed to be very memory efficient.
    这是摘自 redis 源码中ziplist.c 文件的注释,也说明了原因,它的大概结构是这样子

    -
    -
    <zlbytes> <zltail> <zllen> <entry> <entry> ... <entry> <zlend>
    -

    其中
    <zlbytes>表示 ziplist 占用的字节总数,类型是uint32_t,32 位的无符号整型,当然表示的字节数也包含自己本身占用的 4 个
    <zltail> 类型也是是uint32_t,表示ziplist表中最后一项(entry)在ziplist中的偏移字节数。<zltail>的存在,使得我们可以很方便地找到最后一项(不用遍历整个ziplist),从而可以在ziplist尾端快速地执行push或pop操作。
    <uint16_t zllen> 表示ziplist 中的数据项个数,因为是 16 位,所以当数量超过所能表示的最大的数量,它的 16 位全会置为 1,但是真实的数量需要遍历整个 ziplist 才能知道
    <entry>是具体的数据项,后面解释
    <zlend> ziplist 的最后一个字节,固定是255。
    再看一下<entry>中的具体结构,

    -
    <prevlen> <encoding> <entry-data>
    -

    首先这个<prevlen>有两种情况,一种是前面的元素的长度,如果是小于等于 253的时候就用一个uint8_t 来表示前一元素的长度,如果大于的话他将占用五个字节,第一个字节是 254,即表示这个字节已经表示不下了,需要后面的四个字节帮忙表示
    <encoding>这个就比较复杂,把源码的注释放下面先看下

    -
    * |00pppppp| - 1 byte
    * String value with length less than or equal to 63 bytes (6 bits).
    * "pppppp" represents the unsigned 6 bit length.
    * |01pppppp|qqqqqqqq| - 2 bytes
    * String value with length less than or equal to 16383 bytes (14 bits).
    * IMPORTANT: The 14 bit number is stored in big endian.
    * |10000000|qqqqqqqq|rrrrrrrr|ssssssss|tttttttt| - 5 bytes
    * String value with length greater than or equal to 16384 bytes.
    * Only the 4 bytes following the first byte represents the length
    * up to 32^2-1. The 6 lower bits of the first byte are not used and
    * are set to zero.
    * IMPORTANT: The 32 bit number is stored in big endian.
    * |11000000| - 3 bytes
    * Integer encoded as int16_t (2 bytes).
    * |11010000| - 5 bytes
    * Integer encoded as int32_t (4 bytes).
    * |11100000| - 9 bytes
    * Integer encoded as int64_t (8 bytes).
    * |11110000| - 4 bytes
    * Integer encoded as 24 bit signed (3 bytes).
    * |11111110| - 2 bytes
    * Integer encoded as 8 bit signed (1 byte).
    * |1111xxxx| - (with xxxx between 0000 and 1101) immediate 4 bit integer.
    * Unsigned integer from 0 to 12. The encoded value is actually from
    * 1 to 13 because 0000 and 1111 can not be used, so 1 should be
    * subtracted from the encoded 4 bit value to obtain the right value.
    * |11111111| - End of ziplist special entry.
    -

    首先如果 encoding 的前两位是 00 的话代表这个元素是个 6 位的字符串,即直接将数据保存在 encoding 中,不消耗额外的<entry-data>,如果前两位是 01 的话表示是个 14 位的字符串,如果是 10 的话表示encoding 块之后的四个字节是存放字符串类型的数据,encoding 的剩余 6 位置 0。
    如果 encoding 的前两位是 11 的话表示这是个整型,具体的如果后两位是00的话,表示后面是个2字节的 int16_t 类型,如果是01的话,后面是个4字节的int32_t,如果是10的话后面是8字节的int64_t,如果是 11 的话后面是 3 字节的有符号整型,这些都要最后 4 位都是 0 的情况噢
    剩下当是11111110时,则表示是一个1 字节的有符号数,如果是 1111xxxx,其中xxxx在0000 到 1101 表示实际的 1 到 13,为啥呢,因为 0000 前面已经用过了,而 1110 跟 1111 也都有用了。
    看个具体的例子(上下有点对不齐,将就看)

    -
    [0f 00 00 00] [0c 00 00 00] [02 00] [00 f3] [02 f6] [ff]
    |**zlbytes***| |***zltail***| |*zllen*| |entry1 entry2| |zlend|
    -

    第一部分代表整个 ziplist 有 15 个字节,zlbytes 自己占了 4 个 zltail 表示最后一个元素的偏移量,第 13 个字节起,zllen 表示有 2 个元素,第一个元素是00f3,00表示前一个元素长度是 0,本来前面就没元素(不过不知道这个能不能优化这一字节),然后是 f3,换成二进制就是11110011,对照上面的注释,是落在|1111xxxx|这个类型里,注意这个其实是用 0001 到 1101 也就是 1到 13 来表示 0到 12,所以 f3 应该就是 2,第一个元素是 2,第二个元素呢,02 代表前一个元素也就是刚才说的这个,占用 2 字节,f6 展开也是刚才的类型,实际是 5,ff 表示 ziplist 的结尾,所以这个 ziplist 里面是两个元素,2 跟 5

    -]]>
    - - Redis - 数据结构 - C - 源码 - Redis - - - redis - 数据结构 - 源码 - -
    - - redis数据结构介绍二-第二部分 跳表 - /2020/01/04/redis%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%BB%8B%E7%BB%8D%E4%BA%8C/ - 跳表 skiplist

    跳表是个在我们日常的代码中不太常用到的数据结构,相对来讲就没有像数组,链表,字典,散列,树等结构那么熟悉,所以就从头开始分析下,首先是链表,跳表跟链表都有个表字(太硬扯了我🤦‍♀️),注意这是个有序链表

    如上图,在这个链表里如果我要找到 23,是不是我需要从3,5,9开始一直往后找直到找到 23,也就是说时间复杂度是 O(N),N 的一次幂复杂度,那么我们来看看第二个

    这个结构跟原先有点不一样,它给链表中偶数位的节点又加了一个指针把它们链接起来,这样子当我们要寻找 23 的时候就可以从原来的一个个往下找变成跳着找,先找到 5,然后是 10,接着是 19,然后是 28,这时候发现 28 比 23 大了,那我在退回到 19,然后从下一层原来的链表往前找,

    这里毛估估是不是前面的节点我就少找了一半,有那么点二分法的意思。
    前面的其实是跳表的引子,真正的跳表其实不是这样,因为上面的其实有个比较大的问题,就是插入一个元素后需要调整每个元素的指针,在 redis 中的跳表其实是做了个随机层数的优化,因为沿着前面的例子,其实当数据量很大的时候,是不是层数越多,其查询效率越高,但是随着层数变多,要保持这种严格的层数规则其实也会增大处理复杂度,所以 redis 插入每个元素的时候都是使用随机的方式,看一眼代码

    -
    /* ZSETs use a specialized version of Skiplists */
    typedef struct zskiplistNode {
    sds ele;
    double score;
    struct zskiplistNode *backward;
    struct zskiplistLevel {
    struct zskiplistNode *forward;
    unsigned long span;
    } level[];
    } zskiplistNode;

    typedef struct zskiplist {
    struct zskiplistNode *header, *tail;
    unsigned long length;
    int level;
    } zskiplist;

    typedef struct zset {
    dict *dict;
    zskiplist *zsl;
    } zset;
    -

    忘了说了,redis 是把 skiplist 跳表用在 zset 里,zset 是个有序的集合,可以看到 zskiplist 就是个跳表的结构,里面用 header 保存跳表的表头,tail 保存表尾,还有长度和最大层级,具体的跳表节点元素使用 zskiplistNode 表示,里面包含了 sds 类型的元素值,double 类型的分值,用来排序,一个 backward 后向指针和一个 zskiplistLevel 数组,每个 level 包含了一个前向指针,和一个 span,span 表示的是跳表前向指针的跨度,这里再补充一点,前面说了为了灵活这个跳表的新增修改,redis 使用了随机层高的方式插入新节点,但是如果所有节点都随机到很高的层级或者所有都很低的话,跳表的效率优势就会减小,所以 redis 使用了个小技巧,贴下代码

    -
    #define ZSKIPLIST_P 0.25      /* Skiplist P = 1/4 */
    int zslRandomLevel(void) {
    int level = 1;
    while ((random()&0xFFFF) < (ZSKIPLIST_P * 0xFFFF))
    level += 1;
    return (level<ZSKIPLIST_MAXLEVEL) ? level : ZSKIPLIST_MAXLEVEL;
    }
    -

    当随机值跟0xFFFF进行与操作小于ZSKIPLIST_P * 0xFFFF时才会增大 level 的值,因此保持了一个相对递减的概率
    可以简单分析下,当 random() 的值小于 0xFFFF 的 1/4,才会 level + 1,就意味着当有 1 - 1/4也就是3/4的概率是直接跳出,所以一层的概率是3/4,也就是 1-P,二层的概率是 P*(1-P),三层的概率是 P² * (1-P) 依次递推。

    + redis系列介绍七-过期策略 + /2020/04/12/redis%E7%B3%BB%E5%88%97%E4%BB%8B%E7%BB%8D%E4%B8%83/ + 这一篇不再是数据结构介绍了,大致的数据结构基本都介绍了,这一篇主要是查漏补缺,或者说讲一些重要且基本的概念,也可能是经常被忽略的,很多讲 redis 的系列文章可能都会忽略,学习 redis 的时候也会,因为觉得源码学习就是讲主要的数据结构和“算法”学习了就好了。
    redis 的主要应用就是拿来作为高性能的缓存,那么缓存一般有些啥需要注意的,首先是访问速度,如果取得跟数据库一样快,那就没什么存在的意义,第二个是缓存的字面意思,我只是为了让数据读取快一些,通常大部分的场景这个是需要更新过期的,这里就把我要讲的第一点引出来了(真累,

    +

    redis过期策略

    redis 是如何过期缓存的,可以猜测下,最无脑的就是每个设置了过期时间的 key 都设个定时器,过期了就删除,这种显然消耗太大,清理地最及时,还有的就是 redis 正在采用的懒汉清理策略和定期清理
    懒汉策略就是在使用的时候去检查缓存是否过期,比如 get 操作时,先判断下这个 key 是否已经过期了,如果过期了就删掉,并且返回空,如果没过期则正常返回
    主要代码是

    +
    /* This function is called when we are going to perform some operation
    * in a given key, but such key may be already logically expired even if
    * it still exists in the database. The main way this function is called
    * is via lookupKey*() family of functions.
    *
    * The behavior of the function depends on the replication role of the
    * instance, because slave instances do not expire keys, they wait
    * for DELs from the master for consistency matters. However even
    * slaves will try to have a coherent return value for the function,
    * so that read commands executed in the slave side will be able to
    * behave like if the key is expired even if still present (because the
    * master has yet to propagate the DEL).
    *
    * In masters as a side effect of finding a key which is expired, such
    * key will be evicted from the database. Also this may trigger the
    * propagation of a DEL/UNLINK command in AOF / replication stream.
    *
    * The return value of the function is 0 if the key is still valid,
    * otherwise the function returns 1 if the key is expired. */
    int expireIfNeeded(redisDb *db, robj *key) {
    if (!keyIsExpired(db,key)) return 0;

    /* If we are running in the context of a slave, instead of
    * evicting the expired key from the database, we return ASAP:
    * the slave key expiration is controlled by the master that will
    * send us synthesized DEL operations for expired keys.
    *
    * Still we try to return the right information to the caller,
    * that is, 0 if we think the key should be still valid, 1 if
    * we think the key is expired at this time. */
    if (server.masterhost != NULL) return 1;

    /* Delete the key */
    server.stat_expiredkeys++;
    propagateExpire(db,key,server.lazyfree_lazy_expire);
    notifyKeyspaceEvent(NOTIFY_EXPIRED,
    "expired",key,db->id);
    return server.lazyfree_lazy_expire ? dbAsyncDelete(db,key) :
    dbSyncDelete(db,key);
    }

    /* Check if the key is expired. */
    int keyIsExpired(redisDb *db, robj *key) {
    mstime_t when = getExpire(db,key);
    mstime_t now;

    if (when < 0) return 0; /* No expire for this key */

    /* Don't expire anything while loading. It will be done later. */
    if (server.loading) return 0;

    /* If we are in the context of a Lua script, we pretend that time is
    * blocked to when the Lua script started. This way a key can expire
    * only the first time it is accessed and not in the middle of the
    * script execution, making propagation to slaves / AOF consistent.
    * See issue #1525 on Github for more information. */
    if (server.lua_caller) {
    now = server.lua_time_start;
    }
    /* If we are in the middle of a command execution, we still want to use
    * a reference time that does not change: in that case we just use the
    * cached time, that we update before each call in the call() function.
    * This way we avoid that commands such as RPOPLPUSH or similar, that
    * may re-open the same key multiple times, can invalidate an already
    * open object in a next call, if the next call will see the key expired,
    * while the first did not. */
    else if (server.fixed_time_expire > 0) {
    now = server.mstime;
    }
    /* For the other cases, we want to use the most fresh time we have. */
    else {
    now = mstime();
    }

    /* The key expired if the current (virtual or real) time is greater
    * than the expire time of the key. */
    return now > when;
    }
    /* Return the expire time of the specified key, or -1 if no expire
    * is associated with this key (i.e. the key is non volatile) */
    long long getExpire(redisDb *db, robj *key) {
    dictEntry *de;

    /* No expire? return ASAP */
    if (dictSize(db->expires) == 0 ||
    (de = dictFind(db->expires,key->ptr)) == NULL) return -1;

    /* The entry was found in the expire dict, this means it should also
    * be present in the main dict (safety check). */
    serverAssertWithInfo(NULL,key,dictFind(db->dict,key->ptr) != NULL);
    return dictGetSignedIntegerVal(de);
    }
    +

    这里有几点要注意的,第一是当惰性删除时会根据lazyfree_lazy_expire这个参数去判断是执行同步删除还是异步删除,另外一点是对于 slave,是不需要执行的,因为会在 master 过期时向 slave 发送 del 指令。
    光采用这个策略会有什么问题呢,假如一些key 一直未被访问,那这些 key 就不会过期了,导致一直被占用着内存,所以 redis 采取了懒汉式过期加定期过期策略,定期策略是怎么执行的呢

    +
    /* This function handles 'background' operations we are required to do
    * incrementally in Redis databases, such as active key expiring, resizing,
    * rehashing. */
    void databasesCron(void) {
    /* Expire keys by random sampling. Not required for slaves
    * as master will synthesize DELs for us. */
    if (server.active_expire_enabled) {
    if (server.masterhost == NULL) {
    activeExpireCycle(ACTIVE_EXPIRE_CYCLE_SLOW);
    } else {
    expireSlaveKeys();
    }
    }

    /* Defrag keys gradually. */
    activeDefragCycle();

    /* Perform hash tables rehashing if needed, but only if there are no
    * other processes saving the DB on disk. Otherwise rehashing is bad
    * as will cause a lot of copy-on-write of memory pages. */
    if (!hasActiveChildProcess()) {
    /* We use global counters so if we stop the computation at a given
    * DB we'll be able to start from the successive in the next
    * cron loop iteration. */
    static unsigned int resize_db = 0;
    static unsigned int rehash_db = 0;
    int dbs_per_call = CRON_DBS_PER_CALL;
    int j;

    /* Don't test more DBs than we have. */
    if (dbs_per_call > server.dbnum) dbs_per_call = server.dbnum;

    /* Resize */
    for (j = 0; j < dbs_per_call; j++) {
    tryResizeHashTables(resize_db % server.dbnum);
    resize_db++;
    }

    /* Rehash */
    if (server.activerehashing) {
    for (j = 0; j < dbs_per_call; j++) {
    int work_done = incrementallyRehash(rehash_db);
    if (work_done) {
    /* If the function did some work, stop here, we'll do
    * more at the next cron loop. */
    break;
    } else {
    /* If this db didn't need rehash, we'll try the next one. */
    rehash_db++;
    rehash_db %= server.dbnum;
    }
    }
    }
    }
    }
    /* Try to expire a few timed out keys. The algorithm used is adaptive and
    * will use few CPU cycles if there are few expiring keys, otherwise
    * it will get more aggressive to avoid that too much memory is used by
    * keys that can be removed from the keyspace.
    *
    * Every expire cycle tests multiple databases: the next call will start
    * again from the next db, with the exception of exists for time limit: in that
    * case we restart again from the last database we were processing. Anyway
    * no more than CRON_DBS_PER_CALL databases are tested at every iteration.
    *
    * The function can perform more or less work, depending on the "type"
    * argument. It can execute a "fast cycle" or a "slow cycle". The slow
    * cycle is the main way we collect expired cycles: this happens with
    * the "server.hz" frequency (usually 10 hertz).
    *
    * However the slow cycle can exit for timeout, since it used too much time.
    * For this reason the function is also invoked to perform a fast cycle
    * at every event loop cycle, in the beforeSleep() function. The fast cycle
    * will try to perform less work, but will do it much more often.
    *
    * The following are the details of the two expire cycles and their stop
    * conditions:
    *
    * If type is ACTIVE_EXPIRE_CYCLE_FAST the function will try to run a
    * "fast" expire cycle that takes no longer than EXPIRE_FAST_CYCLE_DURATION
    * microseconds, and is not repeated again before the same amount of time.
    * The cycle will also refuse to run at all if the latest slow cycle did not
    * terminate because of a time limit condition.
    *
    * If type is ACTIVE_EXPIRE_CYCLE_SLOW, that normal expire cycle is
    * executed, where the time limit is a percentage of the REDIS_HZ period
    * as specified by the ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC define. In the
    * fast cycle, the check of every database is interrupted once the number
    * of already expired keys in the database is estimated to be lower than
    * a given percentage, in order to avoid doing too much work to gain too
    * little memory.
    *
    * The configured expire "effort" will modify the baseline parameters in
    * order to do more work in both the fast and slow expire cycles.
    */

    #define ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP 20 /* Keys for each DB loop. */
    #define ACTIVE_EXPIRE_CYCLE_FAST_DURATION 1000 /* Microseconds. */
    #define ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC 25 /* Max % of CPU to use. */
    #define ACTIVE_EXPIRE_CYCLE_ACCEPTABLE_STALE 10 /* % of stale keys after which
    we do extra efforts. */
    void activeExpireCycle(int type) {
    /* Adjust the running parameters according to the configured expire
    * effort. The default effort is 1, and the maximum configurable effort
    * is 10. */
    unsigned long
    effort = server.active_expire_effort-1, /* Rescale from 0 to 9. */
    config_keys_per_loop = ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP +
    ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP/4*effort,
    config_cycle_fast_duration = ACTIVE_EXPIRE_CYCLE_FAST_DURATION +
    ACTIVE_EXPIRE_CYCLE_FAST_DURATION/4*effort,
    config_cycle_slow_time_perc = ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC +
    2*effort,
    config_cycle_acceptable_stale = ACTIVE_EXPIRE_CYCLE_ACCEPTABLE_STALE-
    effort;

    /* This function has some global state in order to continue the work
    * incrementally across calls. */
    static unsigned int current_db = 0; /* Last DB tested. */
    static int timelimit_exit = 0; /* Time limit hit in previous call? */
    static long long last_fast_cycle = 0; /* When last fast cycle ran. */

    int j, iteration = 0;
    int dbs_per_call = CRON_DBS_PER_CALL;
    long long start = ustime(), timelimit, elapsed;

    /* When clients are paused the dataset should be static not just from the
    * POV of clients not being able to write, but also from the POV of
    * expires and evictions of keys not being performed. */
    if (clientsArePaused()) return;

    if (type == ACTIVE_EXPIRE_CYCLE_FAST) {
    /* Don't start a fast cycle if the previous cycle did not exit
    * for time limit, unless the percentage of estimated stale keys is
    * too high. Also never repeat a fast cycle for the same period
    * as the fast cycle total duration itself. */
    if (!timelimit_exit &&
    server.stat_expired_stale_perc < config_cycle_acceptable_stale)
    return;

    if (start < last_fast_cycle + (long long)config_cycle_fast_duration*2)
    return;

    last_fast_cycle = start;
    }

    /* We usually should test CRON_DBS_PER_CALL per iteration, with
    * two exceptions:
    *
    * 1) Don't test more DBs than we have.
    * 2) If last time we hit the time limit, we want to scan all DBs
    * in this iteration, as there is work to do in some DB and we don't want
    * expired keys to use memory for too much time. */
    if (dbs_per_call > server.dbnum || timelimit_exit)
    dbs_per_call = server.dbnum;

    /* We can use at max 'config_cycle_slow_time_perc' percentage of CPU
    * time per iteration. Since this function gets called with a frequency of
    * server.hz times per second, the following is the max amount of
    * microseconds we can spend in this function. */
    timelimit = config_cycle_slow_time_perc*1000000/server.hz/100;
    timelimit_exit = 0;
    if (timelimit <= 0) timelimit = 1;

    if (type == ACTIVE_EXPIRE_CYCLE_FAST)
    timelimit = config_cycle_fast_duration; /* in microseconds. */

    /* Accumulate some global stats as we expire keys, to have some idea
    * about the number of keys that are already logically expired, but still
    * existing inside the database. */
    long total_sampled = 0;
    long total_expired = 0;

    for (j = 0; j < dbs_per_call && timelimit_exit == 0; j++) {
    /* Expired and checked in a single loop. */
    unsigned long expired, sampled;

    redisDb *db = server.db+(current_db % server.dbnum);

    /* Increment the DB now so we are sure if we run out of time
    * in the current DB we'll restart from the next. This allows to
    * distribute the time evenly across DBs. */
    current_db++;

    /* Continue to expire if at the end of the cycle more than 25%
    * of the keys were expired. */
    do {
    unsigned long num, slots;
    long long now, ttl_sum;
    int ttl_samples;
    iteration++;

    /* If there is nothing to expire try next DB ASAP. */
    if ((num = dictSize(db->expires)) == 0) {
    db->avg_ttl = 0;
    break;
    }
    slots = dictSlots(db->expires);
    now = mstime();

    /* When there are less than 1% filled slots, sampling the key
    * space is expensive, so stop here waiting for better times...
    * The dictionary will be resized asap. */
    if (num && slots > DICT_HT_INITIAL_SIZE &&
    (num*100/slots < 1)) break;

    /* The main collection cycle. Sample random keys among keys
    * with an expire set, checking for expired ones. */
    expired = 0;
    sampled = 0;
    ttl_sum = 0;
    ttl_samples = 0;

    if (num > config_keys_per_loop)
    num = config_keys_per_loop;

    /* Here we access the low level representation of the hash table
    * for speed concerns: this makes this code coupled with dict.c,
    * but it hardly changed in ten years.
    *
    * Note that certain places of the hash table may be empty,
    * so we want also a stop condition about the number of
    * buckets that we scanned. However scanning for free buckets
    * is very fast: we are in the cache line scanning a sequential
    * array of NULL pointers, so we can scan a lot more buckets
    * than keys in the same time. */
    long max_buckets = num*20;
    long checked_buckets = 0;

    while (sampled < num && checked_buckets < max_buckets) {
    for (int table = 0; table < 2; table++) {
    if (table == 1 && !dictIsRehashing(db->expires)) break;

    unsigned long idx = db->expires_cursor;
    idx &= db->expires->ht[table].sizemask;
    dictEntry *de = db->expires->ht[table].table[idx];
    long long ttl;

    /* Scan the current bucket of the current table. */
    checked_buckets++;
    while(de) {
    /* Get the next entry now since this entry may get
    * deleted. */
    dictEntry *e = de;
    de = de->next;

    ttl = dictGetSignedIntegerVal(e)-now;
    if (activeExpireCycleTryExpire(db,e,now)) expired++;
    if (ttl > 0) {
    /* We want the average TTL of keys yet
    * not expired. */
    ttl_sum += ttl;
    ttl_samples++;
    }
    sampled++;
    }
    }
    db->expires_cursor++;
    }
    total_expired += expired;
    total_sampled += sampled;

    /* Update the average TTL stats for this database. */
    if (ttl_samples) {
    long long avg_ttl = ttl_sum/ttl_samples;

    /* Do a simple running average with a few samples.
    * We just use the current estimate with a weight of 2%
    * and the previous estimate with a weight of 98%. */
    if (db->avg_ttl == 0) db->avg_ttl = avg_ttl;
    db->avg_ttl = (db->avg_ttl/50)*49 + (avg_ttl/50);
    }

    /* We can't block forever here even if there are many keys to
    * expire. So after a given amount of milliseconds return to the
    * caller waiting for the other active expire cycle. */
    if ((iteration & 0xf) == 0) { /* check once every 16 iterations. */
    elapsed = ustime()-start;
    if (elapsed > timelimit) {
    timelimit_exit = 1;
    server.stat_expired_time_cap_reached_count++;
    break;
    }
    }
    /* We don't repeat the cycle for the current database if there are
    * an acceptable amount of stale keys (logically expired but yet
    * not reclained). */
    } while ((expired*100/sampled) > config_cycle_acceptable_stale);
    }

    elapsed = ustime()-start;
    server.stat_expire_cycle_time_used += elapsed;
    latencyAddSampleIfNeeded("expire-cycle",elapsed/1000);

    /* Update our estimate of keys existing but yet to be expired.
    * Running average with this sample accounting for 5%. */
    double current_perc;
    if (total_sampled) {
    current_perc = (double)total_expired/total_sampled;
    } else
    current_perc = 0;
    server.stat_expired_stale_perc = (current_perc*0.05)+
    (server.stat_expired_stale_perc*0.95);
    }
    +

    执行定期清除分成两种类型,快和慢,分别由beforeSleepdatabasesCron调用,快版有两个限制,一个是执行时长由ACTIVE_EXPIRE_CYCLE_FAST_DURATION限制,另一个是执行间隔是 2 倍的ACTIVE_EXPIRE_CYCLE_FAST_DURATION,另外这还可以由配置的server.active_expire_effort参数来控制,默认是 1,最大是 10

    +
    onfig_cycle_fast_duration = ACTIVE_EXPIRE_CYCLE_FAST_DURATION +
    ACTIVE_EXPIRE_CYCLE_FAST_DURATION/4*effort
    +

    然后会从一定数量的 db 中找出一定数量的带过期时间的 key(保存在 expires中),这里的数量是由

    +
    config_keys_per_loop = ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP +
    ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP/4*effort
    ```
    控制,慢速的执行时长是
    ```C
    config_cycle_slow_time_perc = ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC +
    2*effort
    timelimit = config_cycle_slow_time_perc*1000000/server.hz/100;
    +

    这里还有一个额外的退出条件,如果当前数据库的抽样结果已经达到我们所允许的过期 key 百分比,则下次不再处理当前 db,继续处理下个 db

    ]]>
    Redis @@ -3844,18 +3887,39 @@
    - redis系列介绍七-过期策略 - /2020/04/12/redis%E7%B3%BB%E5%88%97%E4%BB%8B%E7%BB%8D%E4%B8%83/ - 这一篇不再是数据结构介绍了,大致的数据结构基本都介绍了,这一篇主要是查漏补缺,或者说讲一些重要且基本的概念,也可能是经常被忽略的,很多讲 redis 的系列文章可能都会忽略,学习 redis 的时候也会,因为觉得源码学习就是讲主要的数据结构和“算法”学习了就好了。
    redis 的主要应用就是拿来作为高性能的缓存,那么缓存一般有些啥需要注意的,首先是访问速度,如果取得跟数据库一样快,那就没什么存在的意义,第二个是缓存的字面意思,我只是为了让数据读取快一些,通常大部分的场景这个是需要更新过期的,这里就把我要讲的第一点引出来了(真累,

    -

    redis过期策略

    redis 是如何过期缓存的,可以猜测下,最无脑的就是每个设置了过期时间的 key 都设个定时器,过期了就删除,这种显然消耗太大,清理地最及时,还有的就是 redis 正在采用的懒汉清理策略和定期清理
    懒汉策略就是在使用的时候去检查缓存是否过期,比如 get 操作时,先判断下这个 key 是否已经过期了,如果过期了就删掉,并且返回空,如果没过期则正常返回
    主要代码是

    -
    /* This function is called when we are going to perform some operation
    * in a given key, but such key may be already logically expired even if
    * it still exists in the database. The main way this function is called
    * is via lookupKey*() family of functions.
    *
    * The behavior of the function depends on the replication role of the
    * instance, because slave instances do not expire keys, they wait
    * for DELs from the master for consistency matters. However even
    * slaves will try to have a coherent return value for the function,
    * so that read commands executed in the slave side will be able to
    * behave like if the key is expired even if still present (because the
    * master has yet to propagate the DEL).
    *
    * In masters as a side effect of finding a key which is expired, such
    * key will be evicted from the database. Also this may trigger the
    * propagation of a DEL/UNLINK command in AOF / replication stream.
    *
    * The return value of the function is 0 if the key is still valid,
    * otherwise the function returns 1 if the key is expired. */
    int expireIfNeeded(redisDb *db, robj *key) {
    if (!keyIsExpired(db,key)) return 0;

    /* If we are running in the context of a slave, instead of
    * evicting the expired key from the database, we return ASAP:
    * the slave key expiration is controlled by the master that will
    * send us synthesized DEL operations for expired keys.
    *
    * Still we try to return the right information to the caller,
    * that is, 0 if we think the key should be still valid, 1 if
    * we think the key is expired at this time. */
    if (server.masterhost != NULL) return 1;

    /* Delete the key */
    server.stat_expiredkeys++;
    propagateExpire(db,key,server.lazyfree_lazy_expire);
    notifyKeyspaceEvent(NOTIFY_EXPIRED,
    "expired",key,db->id);
    return server.lazyfree_lazy_expire ? dbAsyncDelete(db,key) :
    dbSyncDelete(db,key);
    }

    /* Check if the key is expired. */
    int keyIsExpired(redisDb *db, robj *key) {
    mstime_t when = getExpire(db,key);
    mstime_t now;

    if (when < 0) return 0; /* No expire for this key */

    /* Don't expire anything while loading. It will be done later. */
    if (server.loading) return 0;

    /* If we are in the context of a Lua script, we pretend that time is
    * blocked to when the Lua script started. This way a key can expire
    * only the first time it is accessed and not in the middle of the
    * script execution, making propagation to slaves / AOF consistent.
    * See issue #1525 on Github for more information. */
    if (server.lua_caller) {
    now = server.lua_time_start;
    }
    /* If we are in the middle of a command execution, we still want to use
    * a reference time that does not change: in that case we just use the
    * cached time, that we update before each call in the call() function.
    * This way we avoid that commands such as RPOPLPUSH or similar, that
    * may re-open the same key multiple times, can invalidate an already
    * open object in a next call, if the next call will see the key expired,
    * while the first did not. */
    else if (server.fixed_time_expire > 0) {
    now = server.mstime;
    }
    /* For the other cases, we want to use the most fresh time we have. */
    else {
    now = mstime();
    }

    /* The key expired if the current (virtual or real) time is greater
    * than the expire time of the key. */
    return now > when;
    }
    /* Return the expire time of the specified key, or -1 if no expire
    * is associated with this key (i.e. the key is non volatile) */
    long long getExpire(redisDb *db, robj *key) {
    dictEntry *de;

    /* No expire? return ASAP */
    if (dictSize(db->expires) == 0 ||
    (de = dictFind(db->expires,key->ptr)) == NULL) return -1;

    /* The entry was found in the expire dict, this means it should also
    * be present in the main dict (safety check). */
    serverAssertWithInfo(NULL,key,dictFind(db->dict,key->ptr) != NULL);
    return dictGetSignedIntegerVal(de);
    }
    -

    这里有几点要注意的,第一是当惰性删除时会根据lazyfree_lazy_expire这个参数去判断是执行同步删除还是异步删除,另外一点是对于 slave,是不需要执行的,因为会在 master 过期时向 slave 发送 del 指令。
    光采用这个策略会有什么问题呢,假如一些key 一直未被访问,那这些 key 就不会过期了,导致一直被占用着内存,所以 redis 采取了懒汉式过期加定期过期策略,定期策略是怎么执行的呢

    -
    /* This function handles 'background' operations we are required to do
    * incrementally in Redis databases, such as active key expiring, resizing,
    * rehashing. */
    void databasesCron(void) {
    /* Expire keys by random sampling. Not required for slaves
    * as master will synthesize DELs for us. */
    if (server.active_expire_enabled) {
    if (server.masterhost == NULL) {
    activeExpireCycle(ACTIVE_EXPIRE_CYCLE_SLOW);
    } else {
    expireSlaveKeys();
    }
    }

    /* Defrag keys gradually. */
    activeDefragCycle();

    /* Perform hash tables rehashing if needed, but only if there are no
    * other processes saving the DB on disk. Otherwise rehashing is bad
    * as will cause a lot of copy-on-write of memory pages. */
    if (!hasActiveChildProcess()) {
    /* We use global counters so if we stop the computation at a given
    * DB we'll be able to start from the successive in the next
    * cron loop iteration. */
    static unsigned int resize_db = 0;
    static unsigned int rehash_db = 0;
    int dbs_per_call = CRON_DBS_PER_CALL;
    int j;

    /* Don't test more DBs than we have. */
    if (dbs_per_call > server.dbnum) dbs_per_call = server.dbnum;

    /* Resize */
    for (j = 0; j < dbs_per_call; j++) {
    tryResizeHashTables(resize_db % server.dbnum);
    resize_db++;
    }

    /* Rehash */
    if (server.activerehashing) {
    for (j = 0; j < dbs_per_call; j++) {
    int work_done = incrementallyRehash(rehash_db);
    if (work_done) {
    /* If the function did some work, stop here, we'll do
    * more at the next cron loop. */
    break;
    } else {
    /* If this db didn't need rehash, we'll try the next one. */
    rehash_db++;
    rehash_db %= server.dbnum;
    }
    }
    }
    }
    }
    /* Try to expire a few timed out keys. The algorithm used is adaptive and
    * will use few CPU cycles if there are few expiring keys, otherwise
    * it will get more aggressive to avoid that too much memory is used by
    * keys that can be removed from the keyspace.
    *
    * Every expire cycle tests multiple databases: the next call will start
    * again from the next db, with the exception of exists for time limit: in that
    * case we restart again from the last database we were processing. Anyway
    * no more than CRON_DBS_PER_CALL databases are tested at every iteration.
    *
    * The function can perform more or less work, depending on the "type"
    * argument. It can execute a "fast cycle" or a "slow cycle". The slow
    * cycle is the main way we collect expired cycles: this happens with
    * the "server.hz" frequency (usually 10 hertz).
    *
    * However the slow cycle can exit for timeout, since it used too much time.
    * For this reason the function is also invoked to perform a fast cycle
    * at every event loop cycle, in the beforeSleep() function. The fast cycle
    * will try to perform less work, but will do it much more often.
    *
    * The following are the details of the two expire cycles and their stop
    * conditions:
    *
    * If type is ACTIVE_EXPIRE_CYCLE_FAST the function will try to run a
    * "fast" expire cycle that takes no longer than EXPIRE_FAST_CYCLE_DURATION
    * microseconds, and is not repeated again before the same amount of time.
    * The cycle will also refuse to run at all if the latest slow cycle did not
    * terminate because of a time limit condition.
    *
    * If type is ACTIVE_EXPIRE_CYCLE_SLOW, that normal expire cycle is
    * executed, where the time limit is a percentage of the REDIS_HZ period
    * as specified by the ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC define. In the
    * fast cycle, the check of every database is interrupted once the number
    * of already expired keys in the database is estimated to be lower than
    * a given percentage, in order to avoid doing too much work to gain too
    * little memory.
    *
    * The configured expire "effort" will modify the baseline parameters in
    * order to do more work in both the fast and slow expire cycles.
    */

    #define ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP 20 /* Keys for each DB loop. */
    #define ACTIVE_EXPIRE_CYCLE_FAST_DURATION 1000 /* Microseconds. */
    #define ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC 25 /* Max % of CPU to use. */
    #define ACTIVE_EXPIRE_CYCLE_ACCEPTABLE_STALE 10 /* % of stale keys after which
    we do extra efforts. */
    void activeExpireCycle(int type) {
    /* Adjust the running parameters according to the configured expire
    * effort. The default effort is 1, and the maximum configurable effort
    * is 10. */
    unsigned long
    effort = server.active_expire_effort-1, /* Rescale from 0 to 9. */
    config_keys_per_loop = ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP +
    ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP/4*effort,
    config_cycle_fast_duration = ACTIVE_EXPIRE_CYCLE_FAST_DURATION +
    ACTIVE_EXPIRE_CYCLE_FAST_DURATION/4*effort,
    config_cycle_slow_time_perc = ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC +
    2*effort,
    config_cycle_acceptable_stale = ACTIVE_EXPIRE_CYCLE_ACCEPTABLE_STALE-
    effort;

    /* This function has some global state in order to continue the work
    * incrementally across calls. */
    static unsigned int current_db = 0; /* Last DB tested. */
    static int timelimit_exit = 0; /* Time limit hit in previous call? */
    static long long last_fast_cycle = 0; /* When last fast cycle ran. */

    int j, iteration = 0;
    int dbs_per_call = CRON_DBS_PER_CALL;
    long long start = ustime(), timelimit, elapsed;

    /* When clients are paused the dataset should be static not just from the
    * POV of clients not being able to write, but also from the POV of
    * expires and evictions of keys not being performed. */
    if (clientsArePaused()) return;

    if (type == ACTIVE_EXPIRE_CYCLE_FAST) {
    /* Don't start a fast cycle if the previous cycle did not exit
    * for time limit, unless the percentage of estimated stale keys is
    * too high. Also never repeat a fast cycle for the same period
    * as the fast cycle total duration itself. */
    if (!timelimit_exit &&
    server.stat_expired_stale_perc < config_cycle_acceptable_stale)
    return;

    if (start < last_fast_cycle + (long long)config_cycle_fast_duration*2)
    return;

    last_fast_cycle = start;
    }

    /* We usually should test CRON_DBS_PER_CALL per iteration, with
    * two exceptions:
    *
    * 1) Don't test more DBs than we have.
    * 2) If last time we hit the time limit, we want to scan all DBs
    * in this iteration, as there is work to do in some DB and we don't want
    * expired keys to use memory for too much time. */
    if (dbs_per_call > server.dbnum || timelimit_exit)
    dbs_per_call = server.dbnum;

    /* We can use at max 'config_cycle_slow_time_perc' percentage of CPU
    * time per iteration. Since this function gets called with a frequency of
    * server.hz times per second, the following is the max amount of
    * microseconds we can spend in this function. */
    timelimit = config_cycle_slow_time_perc*1000000/server.hz/100;
    timelimit_exit = 0;
    if (timelimit <= 0) timelimit = 1;

    if (type == ACTIVE_EXPIRE_CYCLE_FAST)
    timelimit = config_cycle_fast_duration; /* in microseconds. */

    /* Accumulate some global stats as we expire keys, to have some idea
    * about the number of keys that are already logically expired, but still
    * existing inside the database. */
    long total_sampled = 0;
    long total_expired = 0;

    for (j = 0; j < dbs_per_call && timelimit_exit == 0; j++) {
    /* Expired and checked in a single loop. */
    unsigned long expired, sampled;

    redisDb *db = server.db+(current_db % server.dbnum);

    /* Increment the DB now so we are sure if we run out of time
    * in the current DB we'll restart from the next. This allows to
    * distribute the time evenly across DBs. */
    current_db++;

    /* Continue to expire if at the end of the cycle more than 25%
    * of the keys were expired. */
    do {
    unsigned long num, slots;
    long long now, ttl_sum;
    int ttl_samples;
    iteration++;

    /* If there is nothing to expire try next DB ASAP. */
    if ((num = dictSize(db->expires)) == 0) {
    db->avg_ttl = 0;
    break;
    }
    slots = dictSlots(db->expires);
    now = mstime();

    /* When there are less than 1% filled slots, sampling the key
    * space is expensive, so stop here waiting for better times...
    * The dictionary will be resized asap. */
    if (num && slots > DICT_HT_INITIAL_SIZE &&
    (num*100/slots < 1)) break;

    /* The main collection cycle. Sample random keys among keys
    * with an expire set, checking for expired ones. */
    expired = 0;
    sampled = 0;
    ttl_sum = 0;
    ttl_samples = 0;

    if (num > config_keys_per_loop)
    num = config_keys_per_loop;

    /* Here we access the low level representation of the hash table
    * for speed concerns: this makes this code coupled with dict.c,
    * but it hardly changed in ten years.
    *
    * Note that certain places of the hash table may be empty,
    * so we want also a stop condition about the number of
    * buckets that we scanned. However scanning for free buckets
    * is very fast: we are in the cache line scanning a sequential
    * array of NULL pointers, so we can scan a lot more buckets
    * than keys in the same time. */
    long max_buckets = num*20;
    long checked_buckets = 0;

    while (sampled < num && checked_buckets < max_buckets) {
    for (int table = 0; table < 2; table++) {
    if (table == 1 && !dictIsRehashing(db->expires)) break;

    unsigned long idx = db->expires_cursor;
    idx &= db->expires->ht[table].sizemask;
    dictEntry *de = db->expires->ht[table].table[idx];
    long long ttl;

    /* Scan the current bucket of the current table. */
    checked_buckets++;
    while(de) {
    /* Get the next entry now since this entry may get
    * deleted. */
    dictEntry *e = de;
    de = de->next;

    ttl = dictGetSignedIntegerVal(e)-now;
    if (activeExpireCycleTryExpire(db,e,now)) expired++;
    if (ttl > 0) {
    /* We want the average TTL of keys yet
    * not expired. */
    ttl_sum += ttl;
    ttl_samples++;
    }
    sampled++;
    }
    }
    db->expires_cursor++;
    }
    total_expired += expired;
    total_sampled += sampled;

    /* Update the average TTL stats for this database. */
    if (ttl_samples) {
    long long avg_ttl = ttl_sum/ttl_samples;

    /* Do a simple running average with a few samples.
    * We just use the current estimate with a weight of 2%
    * and the previous estimate with a weight of 98%. */
    if (db->avg_ttl == 0) db->avg_ttl = avg_ttl;
    db->avg_ttl = (db->avg_ttl/50)*49 + (avg_ttl/50);
    }

    /* We can't block forever here even if there are many keys to
    * expire. So after a given amount of milliseconds return to the
    * caller waiting for the other active expire cycle. */
    if ((iteration & 0xf) == 0) { /* check once every 16 iterations. */
    elapsed = ustime()-start;
    if (elapsed > timelimit) {
    timelimit_exit = 1;
    server.stat_expired_time_cap_reached_count++;
    break;
    }
    }
    /* We don't repeat the cycle for the current database if there are
    * an acceptable amount of stale keys (logically expired but yet
    * not reclained). */
    } while ((expired*100/sampled) > config_cycle_acceptable_stale);
    }

    elapsed = ustime()-start;
    server.stat_expire_cycle_time_used += elapsed;
    latencyAddSampleIfNeeded("expire-cycle",elapsed/1000);

    /* Update our estimate of keys existing but yet to be expired.
    * Running average with this sample accounting for 5%. */
    double current_perc;
    if (total_sampled) {
    current_perc = (double)total_expired/total_sampled;
    } else
    current_perc = 0;
    server.stat_expired_stale_perc = (current_perc*0.05)+
    (server.stat_expired_stale_perc*0.95);
    }
    -

    执行定期清除分成两种类型,快和慢,分别由beforeSleepdatabasesCron调用,快版有两个限制,一个是执行时长由ACTIVE_EXPIRE_CYCLE_FAST_DURATION限制,另一个是执行间隔是 2 倍的ACTIVE_EXPIRE_CYCLE_FAST_DURATION,另外这还可以由配置的server.active_expire_effort参数来控制,默认是 1,最大是 10

    -
    onfig_cycle_fast_duration = ACTIVE_EXPIRE_CYCLE_FAST_DURATION +
    ACTIVE_EXPIRE_CYCLE_FAST_DURATION/4*effort
    -

    然后会从一定数量的 db 中找出一定数量的带过期时间的 key(保存在 expires中),这里的数量是由

    -
    config_keys_per_loop = ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP +
    ACTIVE_EXPIRE_CYCLE_KEYS_PER_LOOP/4*effort
    ```
    控制,慢速的执行时长是
    ```C
    config_cycle_slow_time_perc = ACTIVE_EXPIRE_CYCLE_SLOW_TIME_PERC +
    2*effort
    timelimit = config_cycle_slow_time_perc*1000000/server.hz/100;
    -

    这里还有一个额外的退出条件,如果当前数据库的抽样结果已经达到我们所允许的过期 key 百分比,则下次不再处理当前 db,继续处理下个 db

    + redis系列介绍八-淘汰策略 + /2020/04/18/redis%E7%B3%BB%E5%88%97%E4%BB%8B%E7%BB%8D%E5%85%AB/ + LRU

    说完了过期策略再说下淘汰策略,redis 使用的策略是近似的 lru 策略,为什么是近似的呢,先来看下什么是 lru,看下 wiki 的介绍
    ,图中一共有四个槽的存储空间,依次访问顺序是 A B C D E D F,
    当第一次访问 D 时刚好占满了坑,并且值是 4,这个值越小代表越先被淘汰,当 E 进来时,看了下已经存在的四个里 A 是最小的,代表是最早存在并且最早被访问的,那就先淘汰它了,E 占领了 A 的位置,并设置值为 4,然后又访问 D 了,D 已经存在了,不过又被访问到了,得更新值为 5,然后是 F 进来了,这时 B 是最老的且最近未被访问,所以就淘汰它了。以上是一个 lru 的简要说明,但是 redis 没有严格按照这个去执行,理由跟前面过期策略一致,最严格的过期策略应该是每个 key 都有对应的定时器,当超时时马上就能清除,但是问题是这样的cpu 消耗太大,所换来的内存效率不太值得,淘汰策略也是这样,类似于上图,要维护所有 key 的一个有序 lru 值,并且遍历将最小的淘汰,redis 采用的是抽样的形式,最初的实现方式是随机从 dict 抽取 5 个 key,淘汰一个 lru 最小的,这样子勉强能达到淘汰的目的,但是效果不是特别好,后面在 redis 3.0开始,将随机抽取改成了维护一个 pool,pool 的大小默认是 16,每次放入的都是按lru 值有序排列好,每一次放入的必须是 lru小于 pool 中最小的 lru 才允许放入,直到放满,后面再有新的就会将大的踢出。
    redis 针对这个策略的改进做了一个实验,这里借用下图

    首先背景是这图中的所有点都对应一个 redis 的 key,灰色部分加入后被顺序访问过一遍,然后又加入了绿色部分,那么按照理论的 lru 算法,应该是图左上中,浅灰色部分全都被淘汰,那么对比来看看图右上,左下和右下,左下表示 2.8 版本就是随机抽样 5 个 key,淘汰其中 lru 最小的一个,发现是灰色和浅灰色的都有被淘汰的,右下的 3.0 版本抽样数量不变的情况下,稍好一些,当 3.0 版本的抽样数量调整成 10 后,已经较为接近理论上的 lru 策略了,通过代码来简要分析下

    +
    typedef struct redisObject {
    unsigned type:4;
    unsigned encoding:4;
    unsigned lru:LRU_BITS; /* LRU time (relative to global lru_clock) or
    * LFU data (least significant 8 bits frequency
    * and most significant 16 bits access time). */
    int refcount;
    void *ptr;
    } robj;
    +

    对于 lru 策略来说,lru 字段记录的就是redisObj 的LRU time,
    redis 在访问数据时,都会调用lookupKey方法

    +
    /* Low level key lookup API, not actually called directly from commands
    * implementations that should instead rely on lookupKeyRead(),
    * lookupKeyWrite() and lookupKeyReadWithFlags(). */
    robj *lookupKey(redisDb *db, robj *key, int flags) {
    dictEntry *de = dictFind(db->dict,key->ptr);
    if (de) {
    robj *val = dictGetVal(de);

    /* Update the access time for the ageing algorithm.
    * Don't do it if we have a saving child, as this will trigger
    * a copy on write madness. */
    if (!hasActiveChildProcess() && !(flags & LOOKUP_NOTOUCH)){
    if (server.maxmemory_policy & MAXMEMORY_FLAG_LFU) {
    // 这个是后面一节的内容
    updateLFU(val);
    } else {
    // 对于这个分支,访问时就会去更新 lru 值
    val->lru = LRU_CLOCK();
    }
    }
    return val;
    } else {
    return NULL;
    }
    }
    /* This function is used to obtain the current LRU clock.
    * If the current resolution is lower than the frequency we refresh the
    * LRU clock (as it should be in production servers) we return the
    * precomputed value, otherwise we need to resort to a system call. */
    unsigned int LRU_CLOCK(void) {
    unsigned int lruclock;
    if (1000/server.hz <= LRU_CLOCK_RESOLUTION) {
    // 如果服务器的频率server.hz大于 1 时就是用系统预设的 lruclock
    lruclock = server.lruclock;
    } else {
    lruclock = getLRUClock();
    }
    return lruclock;
    }
    /* Return the LRU clock, based on the clock resolution. This is a time
    * in a reduced-bits format that can be used to set and check the
    * object->lru field of redisObject structures. */
    unsigned int getLRUClock(void) {
    return (mstime()/LRU_CLOCK_RESOLUTION) & LRU_CLOCK_MAX;
    }
    +

    redis 处理命令是在这里processCommand

    +
    /* If this function gets called we already read a whole
    * command, arguments are in the client argv/argc fields.
    * processCommand() execute the command or prepare the
    * server for a bulk read from the client.
    *
    * If C_OK is returned the client is still alive and valid and
    * other operations can be performed by the caller. Otherwise
    * if C_ERR is returned the client was destroyed (i.e. after QUIT). */
    int processCommand(client *c) {
    moduleCallCommandFilters(c);



    /* Handle the maxmemory directive.
    *
    * Note that we do not want to reclaim memory if we are here re-entering
    * the event loop since there is a busy Lua script running in timeout
    * condition, to avoid mixing the propagation of scripts with the
    * propagation of DELs due to eviction. */
    if (server.maxmemory && !server.lua_timedout) {
    int out_of_memory = freeMemoryIfNeededAndSafe() == C_ERR;
    /* freeMemoryIfNeeded may flush slave output buffers. This may result
    * into a slave, that may be the active client, to be freed. */
    if (server.current_client == NULL) return C_ERR;

    /* It was impossible to free enough memory, and the command the client
    * is trying to execute is denied during OOM conditions or the client
    * is in MULTI/EXEC context? Error. */
    if (out_of_memory &&
    (c->cmd->flags & CMD_DENYOOM ||
    (c->flags & CLIENT_MULTI &&
    c->cmd->proc != execCommand &&
    c->cmd->proc != discardCommand)))
    {
    flagTransaction(c);
    addReply(c, shared.oomerr);
    return C_OK;
    }
    }
    }
    +

    这里只摘了部分,当需要清理内存时就会调用, 然后调用了freeMemoryIfNeededAndSafe

    +
    /* This is a wrapper for freeMemoryIfNeeded() that only really calls the
    * function if right now there are the conditions to do so safely:
    *
    * - There must be no script in timeout condition.
    * - Nor we are loading data right now.
    *
    */
    int freeMemoryIfNeededAndSafe(void) {
    if (server.lua_timedout || server.loading) return C_OK;
    return freeMemoryIfNeeded();
    }
    /* This function is periodically called to see if there is memory to free
    * according to the current "maxmemory" settings. In case we are over the
    * memory limit, the function will try to free some memory to return back
    * under the limit.
    *
    * The function returns C_OK if we are under the memory limit or if we
    * were over the limit, but the attempt to free memory was successful.
    * Otehrwise if we are over the memory limit, but not enough memory
    * was freed to return back under the limit, the function returns C_ERR. */
    int freeMemoryIfNeeded(void) {
    int keys_freed = 0;
    /* By default replicas should ignore maxmemory
    * and just be masters exact copies. */
    if (server.masterhost && server.repl_slave_ignore_maxmemory) return C_OK;

    size_t mem_reported, mem_tofree, mem_freed;
    mstime_t latency, eviction_latency;
    long long delta;
    int slaves = listLength(server.slaves);

    /* When clients are paused the dataset should be static not just from the
    * POV of clients not being able to write, but also from the POV of
    * expires and evictions of keys not being performed. */
    if (clientsArePaused()) return C_OK;
    if (getMaxmemoryState(&mem_reported,NULL,&mem_tofree,NULL) == C_OK)
    return C_OK;

    mem_freed = 0;

    if (server.maxmemory_policy == MAXMEMORY_NO_EVICTION)
    goto cant_free; /* We need to free memory, but policy forbids. */

    latencyStartMonitor(latency);
    while (mem_freed < mem_tofree) {
    int j, k, i;
    static unsigned int next_db = 0;
    sds bestkey = NULL;
    int bestdbid;
    redisDb *db;
    dict *dict;
    dictEntry *de;

    if (server.maxmemory_policy & (MAXMEMORY_FLAG_LRU|MAXMEMORY_FLAG_LFU) ||
    server.maxmemory_policy == MAXMEMORY_VOLATILE_TTL)
    {
    struct evictionPoolEntry *pool = EvictionPoolLRU;

    while(bestkey == NULL) {
    unsigned long total_keys = 0, keys;

    /* We don't want to make local-db choices when expiring keys,
    * so to start populate the eviction pool sampling keys from
    * every DB. */
    for (i = 0; i < server.dbnum; i++) {
    db = server.db+i;
    dict = (server.maxmemory_policy & MAXMEMORY_FLAG_ALLKEYS) ?
    db->dict : db->expires;
    if ((keys = dictSize(dict)) != 0) {
    evictionPoolPopulate(i, dict, db->dict, pool);
    total_keys += keys;
    }
    }
    if (!total_keys) break; /* No keys to evict. */

    /* Go backward from best to worst element to evict. */
    for (k = EVPOOL_SIZE-1; k >= 0; k--) {
    if (pool[k].key == NULL) continue;
    bestdbid = pool[k].dbid;

    if (server.maxmemory_policy & MAXMEMORY_FLAG_ALLKEYS) {
    de = dictFind(server.db[pool[k].dbid].dict,
    pool[k].key);
    } else {
    de = dictFind(server.db[pool[k].dbid].expires,
    pool[k].key);
    }

    /* Remove the entry from the pool. */
    if (pool[k].key != pool[k].cached)
    sdsfree(pool[k].key);
    pool[k].key = NULL;
    pool[k].idle = 0;

    /* If the key exists, is our pick. Otherwise it is
    * a ghost and we need to try the next element. */
    if (de) {
    bestkey = dictGetKey(de);
    break;
    } else {
    /* Ghost... Iterate again. */
    }
    }
    }
    }

    /* volatile-random and allkeys-random policy */
    else if (server.maxmemory_policy == MAXMEMORY_ALLKEYS_RANDOM ||
    server.maxmemory_policy == MAXMEMORY_VOLATILE_RANDOM)
    {
    /* When evicting a random key, we try to evict a key for
    * each DB, so we use the static 'next_db' variable to
    * incrementally visit all DBs. */
    for (i = 0; i < server.dbnum; i++) {
    j = (++next_db) % server.dbnum;
    db = server.db+j;
    dict = (server.maxmemory_policy == MAXMEMORY_ALLKEYS_RANDOM) ?
    db->dict : db->expires;
    if (dictSize(dict) != 0) {
    de = dictGetRandomKey(dict);
    bestkey = dictGetKey(de);
    bestdbid = j;
    break;
    }
    }
    }

    /* Finally remove the selected key. */
    if (bestkey) {
    db = server.db+bestdbid;
    robj *keyobj = createStringObject(bestkey,sdslen(bestkey));
    propagateExpire(db,keyobj,server.lazyfree_lazy_eviction);
    /* We compute the amount of memory freed by db*Delete() alone.
    * It is possible that actually the memory needed to propagate
    * the DEL in AOF and replication link is greater than the one
    * we are freeing removing the key, but we can't account for
    * that otherwise we would never exit the loop.
    *
    * AOF and Output buffer memory will be freed eventually so
    * we only care about memory used by the key space. */
    delta = (long long) zmalloc_used_memory();
    latencyStartMonitor(eviction_latency);
    if (server.lazyfree_lazy_eviction)
    dbAsyncDelete(db,keyobj);
    else
    dbSyncDelete(db,keyobj);
    latencyEndMonitor(eviction_latency);
    latencyAddSampleIfNeeded("eviction-del",eviction_latency);
    latencyRemoveNestedEvent(latency,eviction_latency);
    delta -= (long long) zmalloc_used_memory();
    mem_freed += delta;
    server.stat_evictedkeys++;
    notifyKeyspaceEvent(NOTIFY_EVICTED, "evicted",
    keyobj, db->id);
    decrRefCount(keyobj);
    keys_freed++;

    /* When the memory to free starts to be big enough, we may
    * start spending so much time here that is impossible to
    * deliver data to the slaves fast enough, so we force the
    * transmission here inside the loop. */
    if (slaves) flushSlavesOutputBuffers();

    /* Normally our stop condition is the ability to release
    * a fixed, pre-computed amount of memory. However when we
    * are deleting objects in another thread, it's better to
    * check, from time to time, if we already reached our target
    * memory, since the "mem_freed" amount is computed only
    * across the dbAsyncDelete() call, while the thread can
    * release the memory all the time. */
    if (server.lazyfree_lazy_eviction && !(keys_freed % 16)) {
    if (getMaxmemoryState(NULL,NULL,NULL,NULL) == C_OK) {
    /* Let's satisfy our stop condition. */
    mem_freed = mem_tofree;
    }
    }
    } else {
    latencyEndMonitor(latency);
    latencyAddSampleIfNeeded("eviction-cycle",latency);
    goto cant_free; /* nothing to free... */
    }
    }
    latencyEndMonitor(latency);
    latencyAddSampleIfNeeded("eviction-cycle",latency);
    return C_OK;

    cant_free:
    /* We are here if we are not able to reclaim memory. There is only one
    * last thing we can try: check if the lazyfree thread has jobs in queue
    * and wait... */
    while(bioPendingJobsOfType(BIO_LAZY_FREE)) {
    if (((mem_reported - zmalloc_used_memory()) + mem_freed) >= mem_tofree)
    break;
    usleep(1000);
    }
    return C_ERR;
    }
    +

    这里就是根据具体策略去淘汰 key,首先是要往 pool 更新 key,更新key 的方法是evictionPoolPopulate

    +
    void evictionPoolPopulate(int dbid, dict *sampledict, dict *keydict, struct evictionPoolEntry *pool) {
    int j, k, count;
    dictEntry *samples[server.maxmemory_samples];

    count = dictGetSomeKeys(sampledict,samples,server.maxmemory_samples);
    for (j = 0; j < count; j++) {
    unsigned long long idle;
    sds key;
    robj *o;
    dictEntry *de;

    de = samples[j];
    key = dictGetKey(de);

    /* If the dictionary we are sampling from is not the main
    * dictionary (but the expires one) we need to lookup the key
    * again in the key dictionary to obtain the value object. */
    if (server.maxmemory_policy != MAXMEMORY_VOLATILE_TTL) {
    if (sampledict != keydict) de = dictFind(keydict, key);
    o = dictGetVal(de);
    }

    /* Calculate the idle time according to the policy. This is called
    * idle just because the code initially handled LRU, but is in fact
    * just a score where an higher score means better candidate. */
    if (server.maxmemory_policy & MAXMEMORY_FLAG_LRU) {
    idle = estimateObjectIdleTime(o);
    } else if (server.maxmemory_policy & MAXMEMORY_FLAG_LFU) {
    /* When we use an LRU policy, we sort the keys by idle time
    * so that we expire keys starting from greater idle time.
    * However when the policy is an LFU one, we have a frequency
    * estimation, and we want to evict keys with lower frequency
    * first. So inside the pool we put objects using the inverted
    * frequency subtracting the actual frequency to the maximum
    * frequency of 255. */
    idle = 255-LFUDecrAndReturn(o);
    } else if (server.maxmemory_policy == MAXMEMORY_VOLATILE_TTL) {
    /* In this case the sooner the expire the better. */
    idle = ULLONG_MAX - (long)dictGetVal(de);
    } else {
    serverPanic("Unknown eviction policy in evictionPoolPopulate()");
    }

    /* Insert the element inside the pool.
    * First, find the first empty bucket or the first populated
    * bucket that has an idle time smaller than our idle time. */
    k = 0;
    while (k < EVPOOL_SIZE &&
    pool[k].key &&
    pool[k].idle < idle) k++;
    if (k == 0 && pool[EVPOOL_SIZE-1].key != NULL) {
    /* Can't insert if the element is < the worst element we have
    * and there are no empty buckets. */
    continue;
    } else if (k < EVPOOL_SIZE && pool[k].key == NULL) {
    /* Inserting into empty position. No setup needed before insert. */
    } else {
    /* Inserting in the middle. Now k points to the first element
    * greater than the element to insert. */
    if (pool[EVPOOL_SIZE-1].key == NULL) {
    /* Free space on the right? Insert at k shifting
    * all the elements from k to end to the right. */

    /* Save SDS before overwriting. */
    sds cached = pool[EVPOOL_SIZE-1].cached;
    memmove(pool+k+1,pool+k,
    sizeof(pool[0])*(EVPOOL_SIZE-k-1));
    pool[k].cached = cached;
    } else {
    /* No free space on right? Insert at k-1 */
    k--;
    /* Shift all elements on the left of k (included) to the
    * left, so we discard the element with smaller idle time. */
    sds cached = pool[0].cached; /* Save SDS before overwriting. */
    if (pool[0].key != pool[0].cached) sdsfree(pool[0].key);
    memmove(pool,pool+1,sizeof(pool[0])*k);
    pool[k].cached = cached;
    }
    }

    /* Try to reuse the cached SDS string allocated in the pool entry,
    * because allocating and deallocating this object is costly
    * (according to the profiler, not my fantasy. Remember:
    * premature optimizbla bla bla bla. */
    int klen = sdslen(key);
    if (klen > EVPOOL_CACHED_SDS_SIZE) {
    pool[k].key = sdsdup(key);
    } else {
    memcpy(pool[k].cached,key,klen+1);
    sdssetlen(pool[k].cached,klen);
    pool[k].key = pool[k].cached;
    }
    pool[k].idle = idle;
    pool[k].dbid = dbid;
    }
    }
    +

    Redis随机选择maxmemory_samples数量的key,然后计算这些key的空闲时间idle time,当满足条件时(比pool中的某些键的空闲时间还大)就可以进poolpool更新之后,就淘汰pool中空闲时间最大的键。

    +

    estimateObjectIdleTime用来计算Redis对象的空闲时间:

    +
    /* Given an object returns the min number of milliseconds the object was never
    * requested, using an approximated LRU algorithm. */
    unsigned long long estimateObjectIdleTime(robj *o) {
    unsigned long long lruclock = LRU_CLOCK();
    if (lruclock >= o->lru) {
    return (lruclock - o->lru) * LRU_CLOCK_RESOLUTION;
    } else {
    return (lruclock + (LRU_CLOCK_MAX - o->lru)) *
    LRU_CLOCK_RESOLUTION;
    }
    }
    +

    空闲时间第一种是 lurclock 大于对象的 lru,那么就是减一下乘以精度,因为 lruclock 有可能是已经预生成的,所以会可能走下面这个

    +

    LFU

    上面介绍了LRU 的算法,但是考虑一种场景

    +
    ~~~~~A~~~~~A~~~~~A~~~~A~~~~~A~~~~~A~~|
    ~~B~~B~~B~~B~~B~~B~~B~~B~~B~~B~~B~~B~|
    ~~~~~~~~~~C~~~~~~~~~C~~~~~~~~~C~~~~~~|
    ~~~~~D~~~~~~~~~~D~~~~~~~~~D~~~~~~~~~D|
    +

    可以发现,当采用 lru 的淘汰策略的时候,D 是最新的,会被认为是最值得保留的,但是事实上还不如 A 跟 B,然后 antirez 大神就想到了LFU (Least Frequently Used) 这个算法, 显然对于上面的四个 key 的访问频率,保留优先级应该是 B > A > C = D
    那要怎么来实现这个 LFU 算法呢,其实像LRU,理想的情况就是维护个链表,把最新访问的放到头上去,但是这个会影响访问速度,注意到前面代码的应该可以看到,redisObject 的 lru 字段其实是两用的,当策略是 LFU 时,这个字段就另作他用了,它的 24 位长度被分成两部分

    +
          16 bits      8 bits
    +----------------+--------+
    + Last decr time | LOG_C |
    +----------------+--------+
    +

    前16位字段是最后一次递减时间,因此Redis知道 上一次计数器递减,后8位是 计数器 counter。
    LFU 的主体策略就是当这个 key 被访问的次数越多频率越高他就越容易被保留下来,并且是最近被访问的频率越高。这其实有两个事情要做,一个是在访问的时候增加计数值,在一定长时间不访问时进行衰减,所以这里用了两个值,前 16 位记录上一次衰减的时间,后 8 位记录具体的计数值。
    Redis4.0之后为maxmemory_policy淘汰策略添加了两个LFU模式:

    +

    volatile-lfu:对有过期时间的key采用LFU淘汰策略
    allkeys-lfu:对全部key采用LFU淘汰策略
    还有2个配置可以调整LFU算法:

    +
    lfu-log-factor 10
    lfu-decay-time 1
    ```
    `lfu-log-factor` 可以调整计数器counter的增长速度,lfu-log-factor越大,counter增长的越慢。

    `lfu-decay-time`是一个以分钟为单位的数值,可以调整counter的减少速度
    这里有个问题是 8 位大小够计么,访问一次加 1 的话的确不够,不过大神就是大神,才不会这么简单的加一。往下看代码
    ```C
    /* Low level key lookup API, not actually called directly from commands
    * implementations that should instead rely on lookupKeyRead(),
    * lookupKeyWrite() and lookupKeyReadWithFlags(). */
    robj *lookupKey(redisDb *db, robj *key, int flags) {
    dictEntry *de = dictFind(db->dict,key->ptr);
    if (de) {
    robj *val = dictGetVal(de);

    /* Update the access time for the ageing algorithm.
    * Don't do it if we have a saving child, as this will trigger
    * a copy on write madness. */
    if (!hasActiveChildProcess() && !(flags & LOOKUP_NOTOUCH)){
    if (server.maxmemory_policy & MAXMEMORY_FLAG_LFU) {
    // 当淘汰策略是 LFU 时,就会调用这个updateLFU
    updateLFU(val);
    } else {
    val->lru = LRU_CLOCK();
    }
    }
    return val;
    } else {
    return NULL;
    }
    }
    +

    updateLFU 这个其实个入口,调用了两个重要的方法

    +
    /* Update LFU when an object is accessed.
    * Firstly, decrement the counter if the decrement time is reached.
    * Then logarithmically increment the counter, and update the access time. */
    void updateLFU(robj *val) {
    unsigned long counter = LFUDecrAndReturn(val);
    counter = LFULogIncr(counter);
    val->lru = (LFUGetTimeInMinutes()<<8) | counter;
    }
    +

    首先来看看LFUDecrAndReturn,这个方法的作用是根据上一次衰减时间和系统配置的 lfu-decay-time 参数来确定需要将 counter 减去多少

    +
    /* If the object decrement time is reached decrement the LFU counter but
    * do not update LFU fields of the object, we update the access time
    * and counter in an explicit way when the object is really accessed.
    * And we will times halve the counter according to the times of
    * elapsed time than server.lfu_decay_time.
    * Return the object frequency counter.
    *
    * This function is used in order to scan the dataset for the best object
    * to fit: as we check for the candidate, we incrementally decrement the
    * counter of the scanned objects if needed. */
    unsigned long LFUDecrAndReturn(robj *o) {
    // 右移 8 位,拿到上次衰减时间
    unsigned long ldt = o->lru >> 8;
    // 对 255 做与操作,拿到 counter 值
    unsigned long counter = o->lru & 255;
    // 根据lfu_decay_time来算出过了多少个衰减周期
    unsigned long num_periods = server.lfu_decay_time ? LFUTimeElapsed(ldt) / server.lfu_decay_time : 0;
    if (num_periods)
    counter = (num_periods > counter) ? 0 : counter - num_periods;
    return counter;
    }
    +

    然后是加,调用了LFULogIncr

    +
    /* Logarithmically increment a counter. The greater is the current counter value
    * the less likely is that it gets really implemented. Saturate it at 255. */
    uint8_t LFULogIncr(uint8_t counter) {
    // 最大值就是 255,到顶了就不加了
    if (counter == 255) return 255;
    // 生成个随机小数
    double r = (double)rand()/RAND_MAX;
    // 减去个基础值,LFU_INIT_VAL = 5,防止刚进来就被逐出
    double baseval = counter - LFU_INIT_VAL;
    // 如果是小于 0,
    if (baseval < 0) baseval = 0;
    // 如果 baseval 是 0,那么 p 就是 1了,后面 counter 直接加一,如果不是的话,得看系统参数lfu_log_factor,这个越大,除出来的 p 越小,那么 counter++的可能性也越小,这样子就把前面的疑问给解决了,不是直接+1 的
    double p = 1.0/(baseval*server.lfu_log_factor+1);
    if (r < p) counter++;
    return counter;
    }
    +

    大概的变化速度可以参考

    +
    +--------+------------+------------+------------+------------+------------+
    | factor | 100 hits | 1000 hits | 100K hits | 1M hits | 10M hits |
    +--------+------------+------------+------------+------------+------------+
    | 0 | 104 | 255 | 255 | 255 | 255 |
    +--------+------------+------------+------------+------------+------------+
    | 1 | 18 | 49 | 255 | 255 | 255 |
    +--------+------------+------------+------------+------------+------------+
    | 10 | 10 | 18 | 142 | 255 | 255 |
    +--------+------------+------------+------------+------------+------------+
    | 100 | 8 | 11 | 49 | 143 | 255 |
    +--------+------------+------------+------------+------------+------------+
    +

    简而言之就是 lfu_log_factor 越大变化的越慢

    +

    总结

    总结一下,redis 实现了近似的 lru 淘汰策略,通过增加了淘汰 key 的池子(pool),并且增大每次抽样的 key 的数量来将淘汰效果更进一步地接近于 lru,这是 lru 策略,但是对于前面举的一个例子,其实 lru 并不能保证 key 的淘汰就如我们预期,所以在后期又引入了 lfu 的策略,lfu的策略比较巧妙,复用了 redis 对象的 lru 字段,并且使用了factor 参数来控制计数器递增的速度,防止 8 位的计数器太早溢出。

    ]]>
    Redis @@ -3871,55 +3935,39 @@
    - pcre-intro-and-a-simple-package - /2015/01/16/pcre-intro-and-a-simple-package/ - Pcre
    -

    Perl Compatible Regular Expressions (PCRE) is a regular
    expression C library inspired by the regular expression
    capabilities in the Perl programming language, written
    by Philip Hazel, starting in summer 1997.

    -
    -

    因为最近工作内容的一部分需要做字符串的识别处理,所以就顺便用上了之前在PHP中用过的正则,在C/C++中本身不包含正则库,这里使用的pcre,对MFC开发,在这里提供了静态链接库,在引入lib跟.h文件后即可使用。

    - - -

    Regular Expression Syntax

    然后是一些正则语法,官方的语法文档比较科学严谨,特别是对类似于贪婪匹配等细节的说明,当然一般的使用可以在网上找到很多匹配语法,例如这个

    -

    PCRE函数介绍

    -

    pcre_compile
    原型:

    -
    -
    #include <pcre.h>
    pcre *pcre_compile(const char *pattern, int options, const char **errptr, int *erroffset, const unsigned char *tableptr);
    -

    功能:将一个正则表达式编译成一个内部表示,在匹配多个字符串时,可以加速匹配。其同pcre_compile2功能一样只是缺少一个参数errorcodeptr。
    参数:
    pattern 正则表达式
    options 为0,或者其他参数选项
    errptr 出错消息
    erroffset 出错位置
    tableptr 指向一个字符数组的指针,可以设置为空NULL

    -
    -

    pcre_exec
    原型:

    -
    -
    #include <pcre.h>
    int pcre_exec(const pcre *code, const pcre_extra *extra, const char *subject, int length, int startoffset, int options, int *ovector, int ovecsize)
    -

    功能:使用编译好的模式进行匹配,采用与Perl相似的算法,返回匹配串的偏移位置。
    参数:
    code 编译好的模式
    extra 指向一个pcre_extra结构体,可以为NULL
    subject 需要匹配的字符串
    length 匹配的字符串长度(Byte)
    startoffset 匹配的开始位置
    options 选项位
    ovector 指向一个结果的整型数组
    ovecsize 数组大小。

    -

    这里是两个最常用的函数的简单说明,pcre的静态库提供了一系列的函数以供使用,可以参考这个博客说明,另外对于以上函数的具体参数详细说明可以参考官网此处

    -

    一个丑陋的封装

    void COcxDemoDlg::pcre_exec_all(const pcre * re, PCRE_SPTR src, vector<pair<int, int>> &vc)
    {
    int rc;
    int ovector[30];
    int i = 0;
    pair<int, int> pr;
    rc = pcre_exec(re, NULL, src, strlen(src), i, 0, ovector, 30);
    for (; rc > 0;)
    {
    i = ovector[1];
    pr.first = ovector[2];
    pr.second = ovector[3];
    vc.push_back(pr);
    rc = pcre_exec(re, NULL, src, strlen(src), i, 0, ovector, 30);
    }
    }
    -

    vector中是全文匹配后的索引对,只是简单地用下。

    + dnsmasq的一个使用注意点 + /2023/04/16/dnsmasq%E7%9A%84%E4%B8%80%E4%B8%AA%E4%BD%BF%E7%94%A8%E6%B3%A8%E6%84%8F%E7%82%B9/ + 在本地使用了 valet 做 php 的开发环境,因为可以指定自定义域名和证书,碰巧最近公司的网络环境比较糟糕,就想要在自定义 dns 上下点功夫,本来我们经常要在 dns 那配置个内部的 dns 地址,就想是不是可以通过 dnsmasq 来解决,
    却在第一步碰到个低级的问题,在 dnsmasq 的主配置文件里
    我配置了解析文件路径配置
    像这样

    +
    resolv-file=/opt/homebrew/etc/dnsmasq.d/resolv.dnsmasq.conf
    +

    结果发现 dnsmasq 就起不来了,因为是 brew 服务的形式起来,发现日志也没有, dnsmasq 配置文件本身也没什么日志,这个是最讨厌的,网上搜了一圈也都没有, brew services 的服务如果启动状态是 error,并且服务本身没有日志的话就是一头雾水,并且对于 plist 来说,即使我手动加了标准输出和错误输出,brew services restart 的时候也是会被重新覆盖,
    后来仔细看了下这个问题,发现它下面有这么一行配置

    +
    conf-dir=/opt/homebrew/etc/dnsmasq.d/,*.conf
    +

    想了一下发现这个问题其实很简单,dnsmasq 应该是不支持同一配置文件加载两次,
    我把 resolv 文件放在了同一个配置文件目录下,所以就被加载了两次,所以改掉目录就行了,但是目前看 dnsmasq 还不符合我的要求,也有可能我还没完全了解 dnsmasq 的使用方法,我想要的是比如按特定的域名后缀来配置对应的 dns 服务器,这样就不太会被影响,可以试试 AdGuard 看

    ]]>
    - C++ + dns - c++ - mfc + dnsmasq
    - rust学习笔记-所有权一 - /2021/04/18/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/ - 最近在看 《rust 权威指南》,还是难度比较大的,它里面的一些概念跟之前的用过的都有比较大的差别
    比起有 gc 的虚拟机语言,跟像 C 和 C++这种主动释放内存的,rust 有他的独特点,主要是有三条

    -
      -
    • Rust中的每一个值都有一个对应的变量作为它的所有者。
    • -
    • 在同一时间内,值有且只有一个所有者。
    • -
    • 当所有者离开自己的作用域时,它持有的值就会被释放掉。

      这里有两个重点:
    • -
    • s 在进入作用域后才变得有效
    • -
    • 它会保持自己的有效性直到自己离开作用域为止
    • -
    -

    然后看个案例

    -
    let x = 5;
    let y = x;
    -

    这个其实有两种,一般可以认为比较多实现的会使用 copy on write 之类的,先让两个都指向同一个快 5 的存储,在发生变更后开始正式拷贝,但是涉及到内存处理的便利性,对于这类简单类型,可以直接拷贝
    但是对于非基础类型

    -
    let s1 = String::from("hello");
    let s2 = s1;

    println!("{}, world!", s1);
    -

    有可能认为有两种内存分布可能
    先看下 string 的内存结构

    第一种可能是

    第二种是

    我们来尝试编译下

    发现有这个错误,其实在 rust 中let y = x这个行为的实质是移动,在赋值给 y 之后 x 就无效了

    这样子就不会造成脱离作用域时,对同一块内存区域的二次释放,如果需要复制,可以使用 clone 方法

    -
    let s1 = String::from("hello");
    let s2 = s1.clone();

    println!("s1 = {}, s2 = {}", s1, s2);
    -

    这里其实会有点疑惑,为什么前面的x, y 的行为跟 s1, s2 的不一样,其实主要是基本类型和 string 这类的不定大小的类型的内存分配方式不同,x, y这类整型可以直接确定大小,可以直接在栈上分配,而像 string 和其他的变体结构体,其大小都是不能在编译时确定,所以需要在堆上进行分配

    + rust学习笔记-所有权三之切片 + /2021/05/16/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0-%E6%89%80%E6%9C%89%E6%9D%83%E4%B8%89%E4%B9%8B%E5%88%87%E7%89%87/ + 除了引用,Rust 还有另外一种不持有所有权的数据类型:切片(slice)。切片允许我们引用集合中某一段连续的元素序列,而不是整个集合。
    例如代码

    +
    fn main() {
    let mut s = String::from("hello world");

    let word = first_word(&s);

    s.clear();

    // 这时候虽然 word 还是 5,但是 s 已经被清除了,所以就没存在的意义
    }
    +

    这里其实我们就需要关注 s 的存在性,代码的逻辑合理性就需要额外去维护,此时我们就可以用切片

    +
    let s = String::from("hello world")

    let hello = &s[0..5];
    let world = &s[6..11];
    +

    其实跟 Python 的list 之类的语法有点类似,当然里面还有些语法糖,比如可以直接用省略后面的数字表示直接引用到结尾

    +
    let hello = &s[0..];
    +

    甚至再进一步

    +
    let hello = &s[..];
    +

    使用了切片之后

    +
    fn first_word(s: &String) -> &str {
    let bytes = s.as_bytes();

    for (i, &item) in bytes.iter().enumerate() {
    if item == b' ' {
    return &s[0..i];
    }
    }

    &s[..]
    }
    fn main() {
    let mut s = String::from("hello world");

    let word = first_word(&s);

    s.clear(); // error!

    println!("the first word is: {}", word);
    }
    +

    那再执行 main 函数的时候就会抛错,因为 word 还是个切片,需要保证 s 的有效性,并且其实我们可以将函数申明成

    +
    fn first_word(s: &str) -> &str {
    +

    这样就既能处理&String 的情况,就是当成完整字符串的切片,也能处理普通的切片。
    其他类型的切片

    +
    let a = [1, 2, 3, 4, 5];
    let slice = &a[1..3];
    +

    简单记录下,具体可以去看看这本书

    ]]>
    语言 @@ -3930,6 +3978,9 @@ 所有权 内存分布 新语言 + 可变引用 + 不可变引用 + 切片
    @@ -3976,36 +4027,50 @@ - rust学习笔记-所有权三之切片 - /2021/05/16/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0-%E6%89%80%E6%9C%89%E6%9D%83%E4%B8%89%E4%B9%8B%E5%88%87%E7%89%87/ - 除了引用,Rust 还有另外一种不持有所有权的数据类型:切片(slice)。切片允许我们引用集合中某一段连续的元素序列,而不是整个集合。
    例如代码

    -
    fn main() {
    let mut s = String::from("hello world");

    let word = first_word(&s);

    s.clear();

    // 这时候虽然 word 还是 5,但是 s 已经被清除了,所以就没存在的意义
    }
    -

    这里其实我们就需要关注 s 的存在性,代码的逻辑合理性就需要额外去维护,此时我们就可以用切片

    -
    let s = String::from("hello world")

    let hello = &s[0..5];
    let world = &s[6..11];
    -

    其实跟 Python 的list 之类的语法有点类似,当然里面还有些语法糖,比如可以直接用省略后面的数字表示直接引用到结尾

    -
    let hello = &s[0..];
    -

    甚至再进一步

    -
    let hello = &s[..];
    -

    使用了切片之后

    -
    fn first_word(s: &String) -> &str {
    let bytes = s.as_bytes();

    for (i, &item) in bytes.iter().enumerate() {
    if item == b' ' {
    return &s[0..i];
    }
    }

    &s[..]
    }
    fn main() {
    let mut s = String::from("hello world");

    let word = first_word(&s);

    s.clear(); // error!

    println!("the first word is: {}", word);
    }
    -

    那再执行 main 函数的时候就会抛错,因为 word 还是个切片,需要保证 s 的有效性,并且其实我们可以将函数申明成

    -
    fn first_word(s: &str) -> &str {
    -

    这样就既能处理&String 的情况,就是当成完整字符串的切片,也能处理普通的切片。
    其他类型的切片

    -
    let a = [1, 2, 3, 4, 5];
    let slice = &a[1..3];
    -

    简单记录下,具体可以去看看这本书

    + rust学习笔记-所有权一 + /2021/04/18/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/ + 最近在看 《rust 权威指南》,还是难度比较大的,它里面的一些概念跟之前的用过的都有比较大的差别
    比起有 gc 的虚拟机语言,跟像 C 和 C++这种主动释放内存的,rust 有他的独特点,主要是有三条

    +
      +
    • Rust中的每一个值都有一个对应的变量作为它的所有者。
    • +
    • 在同一时间内,值有且只有一个所有者。
    • +
    • 当所有者离开自己的作用域时,它持有的值就会被释放掉。

      这里有两个重点:
    • +
    • s 在进入作用域后才变得有效
    • +
    • 它会保持自己的有效性直到自己离开作用域为止
    • +
    +

    然后看个案例

    +
    let x = 5;
    let y = x;
    +

    这个其实有两种,一般可以认为比较多实现的会使用 copy on write 之类的,先让两个都指向同一个快 5 的存储,在发生变更后开始正式拷贝,但是涉及到内存处理的便利性,对于这类简单类型,可以直接拷贝
    但是对于非基础类型

    +
    let s1 = String::from("hello");
    let s2 = s1;

    println!("{}, world!", s1);
    +

    有可能认为有两种内存分布可能
    先看下 string 的内存结构

    第一种可能是

    第二种是

    我们来尝试编译下

    发现有这个错误,其实在 rust 中let y = x这个行为的实质是移动,在赋值给 y 之后 x 就无效了

    这样子就不会造成脱离作用域时,对同一块内存区域的二次释放,如果需要复制,可以使用 clone 方法

    +
    let s1 = String::from("hello");
    let s2 = s1.clone();

    println!("s1 = {}, s2 = {}", s1, s2);
    +

    这里其实会有点疑惑,为什么前面的x, y 的行为跟 s1, s2 的不一样,其实主要是基本类型和 string 这类的不定大小的类型的内存分配方式不同,x, y这类整型可以直接确定大小,可以直接在栈上分配,而像 string 和其他的变体结构体,其大小都是不能在编译时确定,所以需要在堆上进行分配

    +]]>
    + + 语言 + Rust + + + Rust + 所有权 + 内存分布 + 新语言 + +
    + + spark-little-tips + /2017/03/28/spark-little-tips/ + spark 的一些粗浅使用经验

    工作中学习使用了一下Spark做数据分析,主要是用spark的python接口,首先是pyspark.SparkContext(appName=xxx),这是初始化一个Spark应用实例或者说会话,不能重复,
    返回的实例句柄就可以调用textFile(path)读取文本文件,这里的文本文件可以是HDFS上的文本文件,也可以普通文本文件,但是需要在Spark的所有集群上都存在,否则会
    读取失败,parallelize则可以将python生成的集合数据读取后转换成rdd(A Resilient Distributed Dataset (RDD),一种spark下的基本抽象数据集),基于这个RDD就可以做
    数据的流式计算,例如map reduce,在Spark中可以非常方便地实现

    +

    简单的mapreduce word count示例

    textFile = sc.parallelize([(1,1), (2,1), (3,1), (4,1), (5,1),(1,1), (2,1), (3,1), (4,1), (5,1)])
    data = textFile.reduceByKey(lambda x, y: x + y).collect()
    for _ in data:
    print(_)
    + + +

    结果

    (3, 2)
    (1, 2)
    (4, 2)
    (2, 2)
    (5, 2)
    ]]>
    - 语言 - Rust + data analysis - Rust - 所有权 - 内存分布 - 新语言 - 可变引用 - 不可变引用 - 切片 + spark + python
    @@ -4026,56 +4091,6 @@ SpringBoot - - spring event 介绍 - /2022/01/30/spring-event-%E4%BB%8B%E7%BB%8D/ - spring框架中如果想使用一些一部操作,除了依赖第三方中间件的消息队列,还可以用spring自己的event,简单介绍下使用方法
    首先我们可以建一个event,继承ApplicationEvent

    -

    public class CustomSpringEvent extends ApplicationEvent {

    private String message;

    public CustomSpringEvent(Object source, String message) {
    super(source);
    this.message = message;
    }
    public String getMessage() {
    return message;
    }
    }
    -

    这个 ApplicationEvent 其实也比较简单,内部就一个 Object 类型的 source,可以自行扩展,我们在自定义的这个 Event 里加了个 Message ,只是简单介绍下使用

    -
    public abstract class ApplicationEvent extends EventObject {
    private static final long serialVersionUID = 7099057708183571937L;
    private final long timestamp;

    public ApplicationEvent(Object source) {
    super(source);
    this.timestamp = System.currentTimeMillis();
    }

    public ApplicationEvent(Object source, Clock clock) {
    super(source);
    this.timestamp = clock.millis();
    }

    public final long getTimestamp() {
    return this.timestamp;
    }
    }
    - -

    然后就是事件生产者和监听消费者

    -
    @Component
    public class CustomSpringEventPublisher {

    @Resource
    private ApplicationEventPublisher applicationEventPublisher;

    public void publishCustomEvent(final String message) {
    System.out.println("Publishing custom event. ");
    CustomSpringEvent customSpringEvent = new CustomSpringEvent(this, message);
    applicationEventPublisher.publishEvent(customSpringEvent);
    }
    }
    -

    这里的 ApplicationEventPublisher 是 Spring 的方法接口

    -
    @FunctionalInterface
    public interface ApplicationEventPublisher {
    default void publishEvent(ApplicationEvent event) {
    this.publishEvent((Object)event);
    }

    void publishEvent(Object var1);
    }
    -

    具体的是例如 org.springframework.context.support.AbstractApplicationContext#publishEvent(java.lang.Object, org.springframework.core.ResolvableType) 中的实现,后面可以展开讲讲

    -

    事件监听者:

    -
    @Component
    public class CustomSpringEventListener implements ApplicationListener<CustomSpringEvent> {
    @Override
    public void onApplicationEvent(CustomSpringEvent event) {
    System.out.println("Received spring custom event - " + event.getMessage());
    }
    }
    -

    这里的也是 spring 的一个方法接口

    -
    @FunctionalInterface
    public interface ApplicationListener<E extends ApplicationEvent> extends EventListener {
    void onApplicationEvent(E var1);

    static <T> ApplicationListener<PayloadApplicationEvent<T>> forPayload(Consumer<T> consumer) {
    return (event) -> {
    consumer.accept(event.getPayload());
    };
    }
    }
    - -

    然后简单包个请求

    -

    @RequestMapping(value = "/event", method = RequestMethod.GET)
    @ResponseBody
    public void event() {
    customSpringEventPublisher.publishCustomEvent("hello sprint event");
    }
    - -


    就能看到接收到消息了。

    -]]>
    - - Java - Spring - - - Java - Spring - Spring Event - -
    - - spark-little-tips - /2017/03/28/spark-little-tips/ - spark 的一些粗浅使用经验

    工作中学习使用了一下Spark做数据分析,主要是用spark的python接口,首先是pyspark.SparkContext(appName=xxx),这是初始化一个Spark应用实例或者说会话,不能重复,
    返回的实例句柄就可以调用textFile(path)读取文本文件,这里的文本文件可以是HDFS上的文本文件,也可以普通文本文件,但是需要在Spark的所有集群上都存在,否则会
    读取失败,parallelize则可以将python生成的集合数据读取后转换成rdd(A Resilient Distributed Dataset (RDD),一种spark下的基本抽象数据集),基于这个RDD就可以做
    数据的流式计算,例如map reduce,在Spark中可以非常方便地实现

    -

    简单的mapreduce word count示例

    textFile = sc.parallelize([(1,1), (2,1), (3,1), (4,1), (5,1),(1,1), (2,1), (3,1), (4,1), (5,1)])
    data = textFile.reduceByKey(lambda x, y: x + y).collect()
    for _ in data:
    print(_)
    - - -

    结果

    (3, 2)
    (1, 2)
    (4, 2)
    (2, 2)
    (5, 2)
    -]]>
    - - data analysis - - - spark - python - -
    springboot mappings 注册逻辑 /2023/08/13/springboot-mappings-%E6%B3%A8%E5%86%8C%E9%80%BB%E8%BE%91/ @@ -4111,77 +4126,36 @@ - redis系列介绍八-淘汰策略 - /2020/04/18/redis%E7%B3%BB%E5%88%97%E4%BB%8B%E7%BB%8D%E5%85%AB/ - LRU

    说完了过期策略再说下淘汰策略,redis 使用的策略是近似的 lru 策略,为什么是近似的呢,先来看下什么是 lru,看下 wiki 的介绍
    ,图中一共有四个槽的存储空间,依次访问顺序是 A B C D E D F,
    当第一次访问 D 时刚好占满了坑,并且值是 4,这个值越小代表越先被淘汰,当 E 进来时,看了下已经存在的四个里 A 是最小的,代表是最早存在并且最早被访问的,那就先淘汰它了,E 占领了 A 的位置,并设置值为 4,然后又访问 D 了,D 已经存在了,不过又被访问到了,得更新值为 5,然后是 F 进来了,这时 B 是最老的且最近未被访问,所以就淘汰它了。以上是一个 lru 的简要说明,但是 redis 没有严格按照这个去执行,理由跟前面过期策略一致,最严格的过期策略应该是每个 key 都有对应的定时器,当超时时马上就能清除,但是问题是这样的cpu 消耗太大,所换来的内存效率不太值得,淘汰策略也是这样,类似于上图,要维护所有 key 的一个有序 lru 值,并且遍历将最小的淘汰,redis 采用的是抽样的形式,最初的实现方式是随机从 dict 抽取 5 个 key,淘汰一个 lru 最小的,这样子勉强能达到淘汰的目的,但是效果不是特别好,后面在 redis 3.0开始,将随机抽取改成了维护一个 pool,pool 的大小默认是 16,每次放入的都是按lru 值有序排列好,每一次放入的必须是 lru小于 pool 中最小的 lru 才允许放入,直到放满,后面再有新的就会将大的踢出。
    redis 针对这个策略的改进做了一个实验,这里借用下图

    首先背景是这图中的所有点都对应一个 redis 的 key,灰色部分加入后被顺序访问过一遍,然后又加入了绿色部分,那么按照理论的 lru 算法,应该是图左上中,浅灰色部分全都被淘汰,那么对比来看看图右上,左下和右下,左下表示 2.8 版本就是随机抽样 5 个 key,淘汰其中 lru 最小的一个,发现是灰色和浅灰色的都有被淘汰的,右下的 3.0 版本抽样数量不变的情况下,稍好一些,当 3.0 版本的抽样数量调整成 10 后,已经较为接近理论上的 lru 策略了,通过代码来简要分析下

    -
    typedef struct redisObject {
    unsigned type:4;
    unsigned encoding:4;
    unsigned lru:LRU_BITS; /* LRU time (relative to global lru_clock) or
    * LFU data (least significant 8 bits frequency
    * and most significant 16 bits access time). */
    int refcount;
    void *ptr;
    } robj;
    -

    对于 lru 策略来说,lru 字段记录的就是redisObj 的LRU time,
    redis 在访问数据时,都会调用lookupKey方法

    -
    /* Low level key lookup API, not actually called directly from commands
    * implementations that should instead rely on lookupKeyRead(),
    * lookupKeyWrite() and lookupKeyReadWithFlags(). */
    robj *lookupKey(redisDb *db, robj *key, int flags) {
    dictEntry *de = dictFind(db->dict,key->ptr);
    if (de) {
    robj *val = dictGetVal(de);

    /* Update the access time for the ageing algorithm.
    * Don't do it if we have a saving child, as this will trigger
    * a copy on write madness. */
    if (!hasActiveChildProcess() && !(flags & LOOKUP_NOTOUCH)){
    if (server.maxmemory_policy & MAXMEMORY_FLAG_LFU) {
    // 这个是后面一节的内容
    updateLFU(val);
    } else {
    // 对于这个分支,访问时就会去更新 lru 值
    val->lru = LRU_CLOCK();
    }
    }
    return val;
    } else {
    return NULL;
    }
    }
    /* This function is used to obtain the current LRU clock.
    * If the current resolution is lower than the frequency we refresh the
    * LRU clock (as it should be in production servers) we return the
    * precomputed value, otherwise we need to resort to a system call. */
    unsigned int LRU_CLOCK(void) {
    unsigned int lruclock;
    if (1000/server.hz <= LRU_CLOCK_RESOLUTION) {
    // 如果服务器的频率server.hz大于 1 时就是用系统预设的 lruclock
    lruclock = server.lruclock;
    } else {
    lruclock = getLRUClock();
    }
    return lruclock;
    }
    /* Return the LRU clock, based on the clock resolution. This is a time
    * in a reduced-bits format that can be used to set and check the
    * object->lru field of redisObject structures. */
    unsigned int getLRUClock(void) {
    return (mstime()/LRU_CLOCK_RESOLUTION) & LRU_CLOCK_MAX;
    }
    -

    redis 处理命令是在这里processCommand

    -
    /* If this function gets called we already read a whole
    * command, arguments are in the client argv/argc fields.
    * processCommand() execute the command or prepare the
    * server for a bulk read from the client.
    *
    * If C_OK is returned the client is still alive and valid and
    * other operations can be performed by the caller. Otherwise
    * if C_ERR is returned the client was destroyed (i.e. after QUIT). */
    int processCommand(client *c) {
    moduleCallCommandFilters(c);



    /* Handle the maxmemory directive.
    *
    * Note that we do not want to reclaim memory if we are here re-entering
    * the event loop since there is a busy Lua script running in timeout
    * condition, to avoid mixing the propagation of scripts with the
    * propagation of DELs due to eviction. */
    if (server.maxmemory && !server.lua_timedout) {
    int out_of_memory = freeMemoryIfNeededAndSafe() == C_ERR;
    /* freeMemoryIfNeeded may flush slave output buffers. This may result
    * into a slave, that may be the active client, to be freed. */
    if (server.current_client == NULL) return C_ERR;

    /* It was impossible to free enough memory, and the command the client
    * is trying to execute is denied during OOM conditions or the client
    * is in MULTI/EXEC context? Error. */
    if (out_of_memory &&
    (c->cmd->flags & CMD_DENYOOM ||
    (c->flags & CLIENT_MULTI &&
    c->cmd->proc != execCommand &&
    c->cmd->proc != discardCommand)))
    {
    flagTransaction(c);
    addReply(c, shared.oomerr);
    return C_OK;
    }
    }
    }
    -

    这里只摘了部分,当需要清理内存时就会调用, 然后调用了freeMemoryIfNeededAndSafe

    -
    /* This is a wrapper for freeMemoryIfNeeded() that only really calls the
    * function if right now there are the conditions to do so safely:
    *
    * - There must be no script in timeout condition.
    * - Nor we are loading data right now.
    *
    */
    int freeMemoryIfNeededAndSafe(void) {
    if (server.lua_timedout || server.loading) return C_OK;
    return freeMemoryIfNeeded();
    }
    /* This function is periodically called to see if there is memory to free
    * according to the current "maxmemory" settings. In case we are over the
    * memory limit, the function will try to free some memory to return back
    * under the limit.
    *
    * The function returns C_OK if we are under the memory limit or if we
    * were over the limit, but the attempt to free memory was successful.
    * Otehrwise if we are over the memory limit, but not enough memory
    * was freed to return back under the limit, the function returns C_ERR. */
    int freeMemoryIfNeeded(void) {
    int keys_freed = 0;
    /* By default replicas should ignore maxmemory
    * and just be masters exact copies. */
    if (server.masterhost && server.repl_slave_ignore_maxmemory) return C_OK;

    size_t mem_reported, mem_tofree, mem_freed;
    mstime_t latency, eviction_latency;
    long long delta;
    int slaves = listLength(server.slaves);

    /* When clients are paused the dataset should be static not just from the
    * POV of clients not being able to write, but also from the POV of
    * expires and evictions of keys not being performed. */
    if (clientsArePaused()) return C_OK;
    if (getMaxmemoryState(&mem_reported,NULL,&mem_tofree,NULL) == C_OK)
    return C_OK;

    mem_freed = 0;

    if (server.maxmemory_policy == MAXMEMORY_NO_EVICTION)
    goto cant_free; /* We need to free memory, but policy forbids. */

    latencyStartMonitor(latency);
    while (mem_freed < mem_tofree) {
    int j, k, i;
    static unsigned int next_db = 0;
    sds bestkey = NULL;
    int bestdbid;
    redisDb *db;
    dict *dict;
    dictEntry *de;

    if (server.maxmemory_policy & (MAXMEMORY_FLAG_LRU|MAXMEMORY_FLAG_LFU) ||
    server.maxmemory_policy == MAXMEMORY_VOLATILE_TTL)
    {
    struct evictionPoolEntry *pool = EvictionPoolLRU;

    while(bestkey == NULL) {
    unsigned long total_keys = 0, keys;

    /* We don't want to make local-db choices when expiring keys,
    * so to start populate the eviction pool sampling keys from
    * every DB. */
    for (i = 0; i < server.dbnum; i++) {
    db = server.db+i;
    dict = (server.maxmemory_policy & MAXMEMORY_FLAG_ALLKEYS) ?
    db->dict : db->expires;
    if ((keys = dictSize(dict)) != 0) {
    evictionPoolPopulate(i, dict, db->dict, pool);
    total_keys += keys;
    }
    }
    if (!total_keys) break; /* No keys to evict. */

    /* Go backward from best to worst element to evict. */
    for (k = EVPOOL_SIZE-1; k >= 0; k--) {
    if (pool[k].key == NULL) continue;
    bestdbid = pool[k].dbid;

    if (server.maxmemory_policy & MAXMEMORY_FLAG_ALLKEYS) {
    de = dictFind(server.db[pool[k].dbid].dict,
    pool[k].key);
    } else {
    de = dictFind(server.db[pool[k].dbid].expires,
    pool[k].key);
    }

    /* Remove the entry from the pool. */
    if (pool[k].key != pool[k].cached)
    sdsfree(pool[k].key);
    pool[k].key = NULL;
    pool[k].idle = 0;

    /* If the key exists, is our pick. Otherwise it is
    * a ghost and we need to try the next element. */
    if (de) {
    bestkey = dictGetKey(de);
    break;
    } else {
    /* Ghost... Iterate again. */
    }
    }
    }
    }

    /* volatile-random and allkeys-random policy */
    else if (server.maxmemory_policy == MAXMEMORY_ALLKEYS_RANDOM ||
    server.maxmemory_policy == MAXMEMORY_VOLATILE_RANDOM)
    {
    /* When evicting a random key, we try to evict a key for
    * each DB, so we use the static 'next_db' variable to
    * incrementally visit all DBs. */
    for (i = 0; i < server.dbnum; i++) {
    j = (++next_db) % server.dbnum;
    db = server.db+j;
    dict = (server.maxmemory_policy == MAXMEMORY_ALLKEYS_RANDOM) ?
    db->dict : db->expires;
    if (dictSize(dict) != 0) {
    de = dictGetRandomKey(dict);
    bestkey = dictGetKey(de);
    bestdbid = j;
    break;
    }
    }
    }

    /* Finally remove the selected key. */
    if (bestkey) {
    db = server.db+bestdbid;
    robj *keyobj = createStringObject(bestkey,sdslen(bestkey));
    propagateExpire(db,keyobj,server.lazyfree_lazy_eviction);
    /* We compute the amount of memory freed by db*Delete() alone.
    * It is possible that actually the memory needed to propagate
    * the DEL in AOF and replication link is greater than the one
    * we are freeing removing the key, but we can't account for
    * that otherwise we would never exit the loop.
    *
    * AOF and Output buffer memory will be freed eventually so
    * we only care about memory used by the key space. */
    delta = (long long) zmalloc_used_memory();
    latencyStartMonitor(eviction_latency);
    if (server.lazyfree_lazy_eviction)
    dbAsyncDelete(db,keyobj);
    else
    dbSyncDelete(db,keyobj);
    latencyEndMonitor(eviction_latency);
    latencyAddSampleIfNeeded("eviction-del",eviction_latency);
    latencyRemoveNestedEvent(latency,eviction_latency);
    delta -= (long long) zmalloc_used_memory();
    mem_freed += delta;
    server.stat_evictedkeys++;
    notifyKeyspaceEvent(NOTIFY_EVICTED, "evicted",
    keyobj, db->id);
    decrRefCount(keyobj);
    keys_freed++;

    /* When the memory to free starts to be big enough, we may
    * start spending so much time here that is impossible to
    * deliver data to the slaves fast enough, so we force the
    * transmission here inside the loop. */
    if (slaves) flushSlavesOutputBuffers();

    /* Normally our stop condition is the ability to release
    * a fixed, pre-computed amount of memory. However when we
    * are deleting objects in another thread, it's better to
    * check, from time to time, if we already reached our target
    * memory, since the "mem_freed" amount is computed only
    * across the dbAsyncDelete() call, while the thread can
    * release the memory all the time. */
    if (server.lazyfree_lazy_eviction && !(keys_freed % 16)) {
    if (getMaxmemoryState(NULL,NULL,NULL,NULL) == C_OK) {
    /* Let's satisfy our stop condition. */
    mem_freed = mem_tofree;
    }
    }
    } else {
    latencyEndMonitor(latency);
    latencyAddSampleIfNeeded("eviction-cycle",latency);
    goto cant_free; /* nothing to free... */
    }
    }
    latencyEndMonitor(latency);
    latencyAddSampleIfNeeded("eviction-cycle",latency);
    return C_OK;

    cant_free:
    /* We are here if we are not able to reclaim memory. There is only one
    * last thing we can try: check if the lazyfree thread has jobs in queue
    * and wait... */
    while(bioPendingJobsOfType(BIO_LAZY_FREE)) {
    if (((mem_reported - zmalloc_used_memory()) + mem_freed) >= mem_tofree)
    break;
    usleep(1000);
    }
    return C_ERR;
    }
    -

    这里就是根据具体策略去淘汰 key,首先是要往 pool 更新 key,更新key 的方法是evictionPoolPopulate

    -
    void evictionPoolPopulate(int dbid, dict *sampledict, dict *keydict, struct evictionPoolEntry *pool) {
    int j, k, count;
    dictEntry *samples[server.maxmemory_samples];

    count = dictGetSomeKeys(sampledict,samples,server.maxmemory_samples);
    for (j = 0; j < count; j++) {
    unsigned long long idle;
    sds key;
    robj *o;
    dictEntry *de;

    de = samples[j];
    key = dictGetKey(de);

    /* If the dictionary we are sampling from is not the main
    * dictionary (but the expires one) we need to lookup the key
    * again in the key dictionary to obtain the value object. */
    if (server.maxmemory_policy != MAXMEMORY_VOLATILE_TTL) {
    if (sampledict != keydict) de = dictFind(keydict, key);
    o = dictGetVal(de);
    }

    /* Calculate the idle time according to the policy. This is called
    * idle just because the code initially handled LRU, but is in fact
    * just a score where an higher score means better candidate. */
    if (server.maxmemory_policy & MAXMEMORY_FLAG_LRU) {
    idle = estimateObjectIdleTime(o);
    } else if (server.maxmemory_policy & MAXMEMORY_FLAG_LFU) {
    /* When we use an LRU policy, we sort the keys by idle time
    * so that we expire keys starting from greater idle time.
    * However when the policy is an LFU one, we have a frequency
    * estimation, and we want to evict keys with lower frequency
    * first. So inside the pool we put objects using the inverted
    * frequency subtracting the actual frequency to the maximum
    * frequency of 255. */
    idle = 255-LFUDecrAndReturn(o);
    } else if (server.maxmemory_policy == MAXMEMORY_VOLATILE_TTL) {
    /* In this case the sooner the expire the better. */
    idle = ULLONG_MAX - (long)dictGetVal(de);
    } else {
    serverPanic("Unknown eviction policy in evictionPoolPopulate()");
    }

    /* Insert the element inside the pool.
    * First, find the first empty bucket or the first populated
    * bucket that has an idle time smaller than our idle time. */
    k = 0;
    while (k < EVPOOL_SIZE &&
    pool[k].key &&
    pool[k].idle < idle) k++;
    if (k == 0 && pool[EVPOOL_SIZE-1].key != NULL) {
    /* Can't insert if the element is < the worst element we have
    * and there are no empty buckets. */
    continue;
    } else if (k < EVPOOL_SIZE && pool[k].key == NULL) {
    /* Inserting into empty position. No setup needed before insert. */
    } else {
    /* Inserting in the middle. Now k points to the first element
    * greater than the element to insert. */
    if (pool[EVPOOL_SIZE-1].key == NULL) {
    /* Free space on the right? Insert at k shifting
    * all the elements from k to end to the right. */

    /* Save SDS before overwriting. */
    sds cached = pool[EVPOOL_SIZE-1].cached;
    memmove(pool+k+1,pool+k,
    sizeof(pool[0])*(EVPOOL_SIZE-k-1));
    pool[k].cached = cached;
    } else {
    /* No free space on right? Insert at k-1 */
    k--;
    /* Shift all elements on the left of k (included) to the
    * left, so we discard the element with smaller idle time. */
    sds cached = pool[0].cached; /* Save SDS before overwriting. */
    if (pool[0].key != pool[0].cached) sdsfree(pool[0].key);
    memmove(pool,pool+1,sizeof(pool[0])*k);
    pool[k].cached = cached;
    }
    }

    /* Try to reuse the cached SDS string allocated in the pool entry,
    * because allocating and deallocating this object is costly
    * (according to the profiler, not my fantasy. Remember:
    * premature optimizbla bla bla bla. */
    int klen = sdslen(key);
    if (klen > EVPOOL_CACHED_SDS_SIZE) {
    pool[k].key = sdsdup(key);
    } else {
    memcpy(pool[k].cached,key,klen+1);
    sdssetlen(pool[k].cached,klen);
    pool[k].key = pool[k].cached;
    }
    pool[k].idle = idle;
    pool[k].dbid = dbid;
    }
    }
    -

    Redis随机选择maxmemory_samples数量的key,然后计算这些key的空闲时间idle time,当满足条件时(比pool中的某些键的空闲时间还大)就可以进poolpool更新之后,就淘汰pool中空闲时间最大的键。

    -

    estimateObjectIdleTime用来计算Redis对象的空闲时间:

    -
    /* Given an object returns the min number of milliseconds the object was never
    * requested, using an approximated LRU algorithm. */
    unsigned long long estimateObjectIdleTime(robj *o) {
    unsigned long long lruclock = LRU_CLOCK();
    if (lruclock >= o->lru) {
    return (lruclock - o->lru) * LRU_CLOCK_RESOLUTION;
    } else {
    return (lruclock + (LRU_CLOCK_MAX - o->lru)) *
    LRU_CLOCK_RESOLUTION;
    }
    }
    -

    空闲时间第一种是 lurclock 大于对象的 lru,那么就是减一下乘以精度,因为 lruclock 有可能是已经预生成的,所以会可能走下面这个

    -

    LFU

    上面介绍了LRU 的算法,但是考虑一种场景

    -
    ~~~~~A~~~~~A~~~~~A~~~~A~~~~~A~~~~~A~~|
    ~~B~~B~~B~~B~~B~~B~~B~~B~~B~~B~~B~~B~|
    ~~~~~~~~~~C~~~~~~~~~C~~~~~~~~~C~~~~~~|
    ~~~~~D~~~~~~~~~~D~~~~~~~~~D~~~~~~~~~D|
    -

    可以发现,当采用 lru 的淘汰策略的时候,D 是最新的,会被认为是最值得保留的,但是事实上还不如 A 跟 B,然后 antirez 大神就想到了LFU (Least Frequently Used) 这个算法, 显然对于上面的四个 key 的访问频率,保留优先级应该是 B > A > C = D
    那要怎么来实现这个 LFU 算法呢,其实像LRU,理想的情况就是维护个链表,把最新访问的放到头上去,但是这个会影响访问速度,注意到前面代码的应该可以看到,redisObject 的 lru 字段其实是两用的,当策略是 LFU 时,这个字段就另作他用了,它的 24 位长度被分成两部分

    -
          16 bits      8 bits
    +----------------+--------+
    + Last decr time | LOG_C |
    +----------------+--------+
    -

    前16位字段是最后一次递减时间,因此Redis知道 上一次计数器递减,后8位是 计数器 counter。
    LFU 的主体策略就是当这个 key 被访问的次数越多频率越高他就越容易被保留下来,并且是最近被访问的频率越高。这其实有两个事情要做,一个是在访问的时候增加计数值,在一定长时间不访问时进行衰减,所以这里用了两个值,前 16 位记录上一次衰减的时间,后 8 位记录具体的计数值。
    Redis4.0之后为maxmemory_policy淘汰策略添加了两个LFU模式:

    -

    volatile-lfu:对有过期时间的key采用LFU淘汰策略
    allkeys-lfu:对全部key采用LFU淘汰策略
    还有2个配置可以调整LFU算法:

    -
    lfu-log-factor 10
    lfu-decay-time 1
    ```
    `lfu-log-factor` 可以调整计数器counter的增长速度,lfu-log-factor越大,counter增长的越慢。

    `lfu-decay-time`是一个以分钟为单位的数值,可以调整counter的减少速度
    这里有个问题是 8 位大小够计么,访问一次加 1 的话的确不够,不过大神就是大神,才不会这么简单的加一。往下看代码
    ```C
    /* Low level key lookup API, not actually called directly from commands
    * implementations that should instead rely on lookupKeyRead(),
    * lookupKeyWrite() and lookupKeyReadWithFlags(). */
    robj *lookupKey(redisDb *db, robj *key, int flags) {
    dictEntry *de = dictFind(db->dict,key->ptr);
    if (de) {
    robj *val = dictGetVal(de);

    /* Update the access time for the ageing algorithm.
    * Don't do it if we have a saving child, as this will trigger
    * a copy on write madness. */
    if (!hasActiveChildProcess() && !(flags & LOOKUP_NOTOUCH)){
    if (server.maxmemory_policy & MAXMEMORY_FLAG_LFU) {
    // 当淘汰策略是 LFU 时,就会调用这个updateLFU
    updateLFU(val);
    } else {
    val->lru = LRU_CLOCK();
    }
    }
    return val;
    } else {
    return NULL;
    }
    }
    -

    updateLFU 这个其实个入口,调用了两个重要的方法

    -
    /* Update LFU when an object is accessed.
    * Firstly, decrement the counter if the decrement time is reached.
    * Then logarithmically increment the counter, and update the access time. */
    void updateLFU(robj *val) {
    unsigned long counter = LFUDecrAndReturn(val);
    counter = LFULogIncr(counter);
    val->lru = (LFUGetTimeInMinutes()<<8) | counter;
    }
    -

    首先来看看LFUDecrAndReturn,这个方法的作用是根据上一次衰减时间和系统配置的 lfu-decay-time 参数来确定需要将 counter 减去多少

    -
    /* If the object decrement time is reached decrement the LFU counter but
    * do not update LFU fields of the object, we update the access time
    * and counter in an explicit way when the object is really accessed.
    * And we will times halve the counter according to the times of
    * elapsed time than server.lfu_decay_time.
    * Return the object frequency counter.
    *
    * This function is used in order to scan the dataset for the best object
    * to fit: as we check for the candidate, we incrementally decrement the
    * counter of the scanned objects if needed. */
    unsigned long LFUDecrAndReturn(robj *o) {
    // 右移 8 位,拿到上次衰减时间
    unsigned long ldt = o->lru >> 8;
    // 对 255 做与操作,拿到 counter 值
    unsigned long counter = o->lru & 255;
    // 根据lfu_decay_time来算出过了多少个衰减周期
    unsigned long num_periods = server.lfu_decay_time ? LFUTimeElapsed(ldt) / server.lfu_decay_time : 0;
    if (num_periods)
    counter = (num_periods > counter) ? 0 : counter - num_periods;
    return counter;
    }
    -

    然后是加,调用了LFULogIncr

    -
    /* Logarithmically increment a counter. The greater is the current counter value
    * the less likely is that it gets really implemented. Saturate it at 255. */
    uint8_t LFULogIncr(uint8_t counter) {
    // 最大值就是 255,到顶了就不加了
    if (counter == 255) return 255;
    // 生成个随机小数
    double r = (double)rand()/RAND_MAX;
    // 减去个基础值,LFU_INIT_VAL = 5,防止刚进来就被逐出
    double baseval = counter - LFU_INIT_VAL;
    // 如果是小于 0,
    if (baseval < 0) baseval = 0;
    // 如果 baseval 是 0,那么 p 就是 1了,后面 counter 直接加一,如果不是的话,得看系统参数lfu_log_factor,这个越大,除出来的 p 越小,那么 counter++的可能性也越小,这样子就把前面的疑问给解决了,不是直接+1 的
    double p = 1.0/(baseval*server.lfu_log_factor+1);
    if (r < p) counter++;
    return counter;
    }
    -

    大概的变化速度可以参考

    -
    +--------+------------+------------+------------+------------+------------+
    | factor | 100 hits | 1000 hits | 100K hits | 1M hits | 10M hits |
    +--------+------------+------------+------------+------------+------------+
    | 0 | 104 | 255 | 255 | 255 | 255 |
    +--------+------------+------------+------------+------------+------------+
    | 1 | 18 | 49 | 255 | 255 | 255 |
    +--------+------------+------------+------------+------------+------------+
    | 10 | 10 | 18 | 142 | 255 | 255 |
    +--------+------------+------------+------------+------------+------------+
    | 100 | 8 | 11 | 49 | 143 | 255 |
    +--------+------------+------------+------------+------------+------------+
    -

    简而言之就是 lfu_log_factor 越大变化的越慢

    -

    总结

    总结一下,redis 实现了近似的 lru 淘汰策略,通过增加了淘汰 key 的池子(pool),并且增大每次抽样的 key 的数量来将淘汰效果更进一步地接近于 lru,这是 lru 策略,但是对于前面举的一个例子,其实 lru 并不能保证 key 的淘汰就如我们预期,所以在后期又引入了 lfu 的策略,lfu的策略比较巧妙,复用了 redis 对象的 lru 字段,并且使用了factor 参数来控制计数器递增的速度,防止 8 位的计数器太早溢出。

    -]]>
    - - Redis - 数据结构 - C - 源码 - Redis - - - redis - 数据结构 - 源码 - -
    - - springboot 处理请求的小分支-跳转 & cookie - /2023/09/03/springboot-%E5%A4%84%E7%90%86%E8%AF%B7%E6%B1%82%E7%9A%84%E5%B0%8F%E5%88%86%E6%94%AF-%E8%B7%B3%E8%BD%AC-cookie/ - 首先是跳转,应该说设置状态,其中跳转是其中一个状态,

    -
    @RequestMapping(value = "request1", method = RequestMethod.GET)
    public void request1(HttpServletRequest request, HttpServletResponse response) {
    response.setStatus(HttpServletResponse.SC_OK);
    }
    -

    200 状态就很简单,如果想做跳转可以使用 302 并设置 location

    -
    @RequestMapping(value = "request2", method = RequestMethod.GET)
    public void request2(HttpServletRequest request, HttpServletResponse response) {
    response.setHeader("Location", "https://baidu.com");
    response.setStatus(HttpServletResponse.SC_MOVED_TEMPORARILY);
    }
    -

    这里如果设置了 302,但没设置跳转 location,就是 302 found

    -
    int SC_MOVED_TEMPORARILY = 302;
    int SC_FOUND = 302;
    + spring event 介绍 + /2022/01/30/spring-event-%E4%BB%8B%E7%BB%8D/ + spring框架中如果想使用一些一部操作,除了依赖第三方中间件的消息队列,还可以用spring自己的event,简单介绍下使用方法
    首先我们可以建一个event,继承ApplicationEvent

    +

    public class CustomSpringEvent extends ApplicationEvent {

    private String message;

    public CustomSpringEvent(Object source, String message) {
    super(source);
    this.message = message;
    }
    public String getMessage() {
    return message;
    }
    }
    +

    这个 ApplicationEvent 其实也比较简单,内部就一个 Object 类型的 source,可以自行扩展,我们在自定义的这个 Event 里加了个 Message ,只是简单介绍下使用

    +
    public abstract class ApplicationEvent extends EventObject {
    private static final long serialVersionUID = 7099057708183571937L;
    private final long timestamp;

    public ApplicationEvent(Object source) {
    super(source);
    this.timestamp = System.currentTimeMillis();
    }

    public ApplicationEvent(Object source, Clock clock) {
    super(source);
    this.timestamp = clock.millis();
    }

    public final long getTimestamp() {
    return this.timestamp;
    }
    }
    -

    而如果是 301 跳转,代表原地址不可用了,永久跳转

    -
    @RequestMapping(value = "request3", method = RequestMethod.GET)
    public void request3(HttpServletRequest request, HttpServletResponse response) {
    response.setHeader("Location", "https://baidu.com");
    response.setStatus(HttpServletResponse.SC_MOVED_PERMANENTLY);
    }
    -

    另一个问题是设置 cookie

    @RequestMapping(value = "request4", method = RequestMethod.GET)
    public void request4(HttpServletRequest request, HttpServletResponse response) {
    Cookie cookie = new Cookie("a", "b");
    response.addCookie(cookie);
    response.setStatus(HttpServletResponse.SC_OK);
    }
    -

    这样的设置就能成功设定 cookie,而随着目前的浏览器 cookie 策略,如果要跳转后设置的话,估计是会越来越难,包括

    -
    response.addHeader("Set-Cookie", "a=b; domain=baidu.com; SameSite=none;Secure");
    -

    这样的方式也没法实现。

    +

    然后就是事件生产者和监听消费者

    +
    @Component
    public class CustomSpringEventPublisher {

    @Resource
    private ApplicationEventPublisher applicationEventPublisher;

    public void publishCustomEvent(final String message) {
    System.out.println("Publishing custom event. ");
    CustomSpringEvent customSpringEvent = new CustomSpringEvent(this, message);
    applicationEventPublisher.publishEvent(customSpringEvent);
    }
    }
    +

    这里的 ApplicationEventPublisher 是 Spring 的方法接口

    +
    @FunctionalInterface
    public interface ApplicationEventPublisher {
    default void publishEvent(ApplicationEvent event) {
    this.publishEvent((Object)event);
    }

    void publishEvent(Object var1);
    }
    +

    具体的是例如 org.springframework.context.support.AbstractApplicationContext#publishEvent(java.lang.Object, org.springframework.core.ResolvableType) 中的实现,后面可以展开讲讲

    +

    事件监听者:

    +
    @Component
    public class CustomSpringEventListener implements ApplicationListener<CustomSpringEvent> {
    @Override
    public void onApplicationEvent(CustomSpringEvent event) {
    System.out.println("Received spring custom event - " + event.getMessage());
    }
    }
    +

    这里的也是 spring 的一个方法接口

    +
    @FunctionalInterface
    public interface ApplicationListener<E extends ApplicationEvent> extends EventListener {
    void onApplicationEvent(E var1);

    static <T> ApplicationListener<PayloadApplicationEvent<T>> forPayload(Consumer<T> consumer) {
    return (event) -> {
    consumer.accept(event.getPayload());
    };
    }
    }
    + +

    然后简单包个请求

    +

    @RequestMapping(value = "/event", method = RequestMethod.GET)
    @ResponseBody
    public void event() {
    customSpringEventPublisher.publishCustomEvent("hello sprint event");
    }
    + +


    就能看到接收到消息了。

    ]]>
    Java - SpringBoot + Spring Java - SpringBoot + Spring + Spring Event
    @@ -4245,6 +4219,56 @@ SpringBoot + + springboot 处理请求的小分支-跳转 & cookie + /2023/09/03/springboot-%E5%A4%84%E7%90%86%E8%AF%B7%E6%B1%82%E7%9A%84%E5%B0%8F%E5%88%86%E6%94%AF-%E8%B7%B3%E8%BD%AC-cookie/ + 首先是跳转,应该说设置状态,其中跳转是其中一个状态,

    +
    @RequestMapping(value = "request1", method = RequestMethod.GET)
    public void request1(HttpServletRequest request, HttpServletResponse response) {
    response.setStatus(HttpServletResponse.SC_OK);
    }
    +

    200 状态就很简单,如果想做跳转可以使用 302 并设置 location

    +
    @RequestMapping(value = "request2", method = RequestMethod.GET)
    public void request2(HttpServletRequest request, HttpServletResponse response) {
    response.setHeader("Location", "https://baidu.com");
    response.setStatus(HttpServletResponse.SC_MOVED_TEMPORARILY);
    }
    +

    这里如果设置了 302,但没设置跳转 location,就是 302 found

    +
    int SC_MOVED_TEMPORARILY = 302;
    int SC_FOUND = 302;
    + +

    而如果是 301 跳转,代表原地址不可用了,永久跳转

    +
    @RequestMapping(value = "request3", method = RequestMethod.GET)
    public void request3(HttpServletRequest request, HttpServletResponse response) {
    response.setHeader("Location", "https://baidu.com");
    response.setStatus(HttpServletResponse.SC_MOVED_PERMANENTLY);
    }
    +

    另一个问题是设置 cookie

    @RequestMapping(value = "request4", method = RequestMethod.GET)
    public void request4(HttpServletRequest request, HttpServletResponse response) {
    Cookie cookie = new Cookie("a", "b");
    response.addCookie(cookie);
    response.setStatus(HttpServletResponse.SC_OK);
    }
    +

    这样的设置就能成功设定 cookie,而随着目前的浏览器 cookie 策略,如果要跳转后设置的话,估计是会越来越难,包括

    +
    response.addHeader("Set-Cookie", "a=b; domain=baidu.com; SameSite=none;Secure");
    +

    这样的方式也没法实现。

    +]]>
    + + Java + SpringBoot + + + Java + SpringBoot + +
    + + ssh 小技巧-端口转发 + /2023/03/26/ssh-%E5%B0%8F%E6%8A%80%E5%B7%A7-%E7%AB%AF%E5%8F%A3%E8%BD%AC%E5%8F%91/ + 我们在使用 ssh 连接的使用有一个很好用功能,就是端口转发,而且使用的方式也很多样,比如我们经常用 vscode 来做远程开发的话,一般远程连接就可以基于 ssh,前面也介绍过 vscode 的端口转发,并且可以配置到 .ssh/config 配置文件里,只不过最近在一次使用的过程中发现了一个问题,就是在一台 Ubuntu 的某云服务器上想 ssh 到另一台服务器上,并且做下端口映射,但是发现报了个错,

    +
    bind: Cannot assign requested address
    +

    查了下这个问题,猜测是不是端口已经被占用了,查了下并不是,然后想到是不是端口是系统保留的,

    +
    sysctl -a |grep port_range
    +

    结果中

    +
    net.ipv4.ip_local_port_range = 50000    65000      -----意味着50000~65000端口可用
    +

    发现也不是,没有限制,最后才查到这个原因是默认如果有 ipv6 的话会使用 ipv6 的地址做映射
    所以如果是命令连接做端口转发的话,

    +
    ssh -4 -L 11234:localhost:1234 x.x.x.x
    +

    使用-4来制定通过 ipv4 地址来做映射
    如果是在 .ssh/config 中配置的话可以直接指定所有的连接都走 ipv4

    +
    Host *
    AddressFamily inet
    +

    inet代表 ipv4,inet6代表 ipv6
    AddressFamily 的所有取值范围是:”any”(默认)、”inet”(仅IPv4)、”inet6”(仅IPv6)。
    另外此类问题还可以通过 ssh -v 来打印更具体的信息

    +]]>
    + + ssh + 技巧 + + + ssh + 端口转发 + +
    summary-ranges-228 /2016/10/12/summary-ranges-228/ @@ -4299,30 +4323,6 @@ user3: swoole - - ssh 小技巧-端口转发 - /2023/03/26/ssh-%E5%B0%8F%E6%8A%80%E5%B7%A7-%E7%AB%AF%E5%8F%A3%E8%BD%AC%E5%8F%91/ - 我们在使用 ssh 连接的使用有一个很好用功能,就是端口转发,而且使用的方式也很多样,比如我们经常用 vscode 来做远程开发的话,一般远程连接就可以基于 ssh,前面也介绍过 vscode 的端口转发,并且可以配置到 .ssh/config 配置文件里,只不过最近在一次使用的过程中发现了一个问题,就是在一台 Ubuntu 的某云服务器上想 ssh 到另一台服务器上,并且做下端口映射,但是发现报了个错,

    -
    bind: Cannot assign requested address
    -

    查了下这个问题,猜测是不是端口已经被占用了,查了下并不是,然后想到是不是端口是系统保留的,

    -
    sysctl -a |grep port_range
    -

    结果中

    -
    net.ipv4.ip_local_port_range = 50000    65000      -----意味着50000~65000端口可用
    -

    发现也不是,没有限制,最后才查到这个原因是默认如果有 ipv6 的话会使用 ipv6 的地址做映射
    所以如果是命令连接做端口转发的话,

    -
    ssh -4 -L 11234:localhost:1234 x.x.x.x
    -

    使用-4来制定通过 ipv4 地址来做映射
    如果是在 .ssh/config 中配置的话可以直接指定所有的连接都走 ipv4

    -
    Host *
    AddressFamily inet
    -

    inet代表 ipv4,inet6代表 ipv6
    AddressFamily 的所有取值范围是:”any”(默认)、”inet”(仅IPv4)、”inet6”(仅IPv6)。
    另外此类问题还可以通过 ssh -v 来打印更具体的信息

    -]]>
    - - ssh - 技巧 - - - ssh - 端口转发 - -
    win 下 vmware 虚拟机搭建黑裙 nas 的小思路 /2023/06/04/win-%E4%B8%8B-vmware-%E8%99%9A%E6%8B%9F%E6%9C%BA%E6%90%AD%E5%BB%BA%E9%BB%91%E8%A3%99-nas-%E7%9A%84%E5%B0%8F%E6%80%9D%E8%B7%AF/ @@ -4351,6 +4351,28 @@ user3: 小技巧 + + 《垃圾回收算法手册读书》笔记之整理算法 + /2021/03/07/%E3%80%8A%E5%9E%83%E5%9C%BE%E5%9B%9E%E6%94%B6%E7%AE%97%E6%B3%95%E6%89%8B%E5%86%8C%E8%AF%BB%E4%B9%A6%E3%80%8B%E7%AC%94%E8%AE%B0%E4%B9%8B%E6%95%B4%E7%90%86%E7%AE%97%E6%B3%95/ + 最近看了下这本垃圾回收算法手册,看到了第三章的标记-整理回收算法,做个简单的读书笔记

    +

    双指针整理算法

    对于一块待整理区域,通过两个指针,free 在区域的起始端,scan 指针在区域的末端,free 指针从前往后知道找到空闲区域,scan 从后往前一直找到存活对象,当 free 指针未与 scan 指针交叉时,会给 scan 位置的对象特定位置标记上 free 的地址,即将要转移的地址,不过这里有个限制,这种整理算法一般会用于对象大小统一的情况,否则 free 指针扫描时还需要匹配scan 指针扫描到的存活对象的大小。

    +

    Lisp 2 整理算法

    需要三次完整遍历堆区域
    第一遍是遍历后将计算出所有对象的最终地址(转发地址)
    第二遍是使用转发地址更新赋值器线程根以及被标记对象中的引用,该操作将确保它们指向对象的新位置
    第三次遍历是relocate最终将存活对象移动到其新的目标位置

    +

    引线整理算法

    这个真的长见识了,

    可以看到,原来是 A,B,C 对象引用了 N,这里会在第一次遍历的时候把这种引用反过来,让 N 的对象头部保存下 A 的地址,表示这类引用,然后在遍历到 B 的时候在链起来,到最后就会把所有引用了 N 对象的所有对象通过引线链起来,在第二次遍历的时候就把更新A,B,C 对象引用的 N 地址,并且移动 N 对象

    +

    单次遍历算法

    这个一直提到过位图的实现方式,

    可以看到在第一步会先通过位图标记,标记的方式是位图的每一位对应的堆内存的一个字(这里可能指的是 byte 吧),然后将一个存活对象的内存区域的第一个字跟最后一个字标记,这里如果在通过普通的方式就还需要一个地方在存转发地址,但是因为具体的位置可以通过位图算出来,也就不需要额外记录了

    +]]>
    + + Java + gc + jvm + + + java + gc + 标记整理 + 垃圾回收 + jvm + +
    《寻羊历险记》读后感 /2023/07/23/%E3%80%8A%E5%AF%BB%E7%BE%8A%E5%8E%86%E9%99%A9%E8%AE%B0%E3%80%8B%E8%AF%BB%E5%90%8E%E6%84%9F/ @@ -4362,28 +4384,23 @@ user3: 读后感 - - - - 《垃圾回收算法手册读书》笔记之整理算法 - /2021/03/07/%E3%80%8A%E5%9E%83%E5%9C%BE%E5%9B%9E%E6%94%B6%E7%AE%97%E6%B3%95%E6%89%8B%E5%86%8C%E8%AF%BB%E4%B9%A6%E3%80%8B%E7%AC%94%E8%AE%B0%E4%B9%8B%E6%95%B4%E7%90%86%E7%AE%97%E6%B3%95/ - 最近看了下这本垃圾回收算法手册,看到了第三章的标记-整理回收算法,做个简单的读书笔记

    -

    双指针整理算法

    对于一块待整理区域,通过两个指针,free 在区域的起始端,scan 指针在区域的末端,free 指针从前往后知道找到空闲区域,scan 从后往前一直找到存活对象,当 free 指针未与 scan 指针交叉时,会给 scan 位置的对象特定位置标记上 free 的地址,即将要转移的地址,不过这里有个限制,这种整理算法一般会用于对象大小统一的情况,否则 free 指针扫描时还需要匹配scan 指针扫描到的存活对象的大小。

    -

    Lisp 2 整理算法

    需要三次完整遍历堆区域
    第一遍是遍历后将计算出所有对象的最终地址(转发地址)
    第二遍是使用转发地址更新赋值器线程根以及被标记对象中的引用,该操作将确保它们指向对象的新位置
    第三次遍历是relocate最终将存活对象移动到其新的目标位置

    -

    引线整理算法

    这个真的长见识了,

    可以看到,原来是 A,B,C 对象引用了 N,这里会在第一次遍历的时候把这种引用反过来,让 N 的对象头部保存下 A 的地址,表示这类引用,然后在遍历到 B 的时候在链起来,到最后就会把所有引用了 N 对象的所有对象通过引线链起来,在第二次遍历的时候就把更新A,B,C 对象引用的 N 地址,并且移动 N 对象

    -

    单次遍历算法

    这个一直提到过位图的实现方式,

    可以看到在第一步会先通过位图标记,标记的方式是位图的每一位对应的堆内存的一个字(这里可能指的是 byte 吧),然后将一个存活对象的内存区域的第一个字跟最后一个字标记,这里如果在通过普通的方式就还需要一个地方在存转发地址,但是因为具体的位置可以通过位图算出来,也就不需要额外记录了

    + +
    + + 一个 nginx 的简单记忆点 + /2022/08/21/%E4%B8%80%E4%B8%AA-nginx-%E7%9A%84%E7%AE%80%E5%8D%95%E8%AE%B0%E5%BF%86%E7%82%B9/ + 上周在处理一个 nginx 配置的时候,发现了一个之前不理解的小点,说一个场景,就是我们一般的处理方式就是一个 ip 端口只能配置一个域名的服务,比如 https://nicksxs.me 对应配置到 127.0.0.1:443,如果我想要把 https://nicksxs.com 也解析到这个服务器,并转发到不同的下游,这里就需要借助所谓的 SNI 的功能

    +

    Server Name Indication

    A more generic solution for running several HTTPS servers on a single IP address is TLS Server Name Indication extension (SNI, RFC 6066), which allows a browser to pass a requested server name during the SSL handshake and, therefore, the server will know which certificate it should use for the connection. SNI is currently supported by most modern browsers, though may not be used by some old or special clients.
    来源
    机翻一下:在单个 IP 地址上运行多个 HTTPS 服务器的更通用的解决方案是 TLS 服务器名称指示扩展(SNI,RFC 6066),它允许浏览器在 SSL 握手期间传递请求的服务器名称,因此,服务器将知道哪个 它应该用于连接的证书。 目前大多数现代浏览器都支持 SNI,但某些旧的或特殊的客户端可能不使用 SNI。

    +

    首先我们需要确认 sni 已被支持

    在实际的配置中就可以这样

    +
    stream {
    map $ssl_preread_server_name $stream_map {
    nicksxs.me nme;
    nicksxs.com ncom;
    }

    upstream nme {
    server 127.0.0.1:8000;
    }
    upstream ncom {
    server 127.0.0.1:8001;
    }

    server {
    listen 443 reuseport;
    proxy_pass $stream_map;
    ssl_preread on;
    }
    }
    +

    类似这样,但是这个理解是非常肤浅和不完善的,只是简单记忆下,后续再进行补充完整

    +

    还有一点就是我们在配置的时候经常配置就是 server_name,但是会看到直接在使用 ssl_server_name,
    其实在listen 标识了 ssl, 对应的 ssl_server_name 就等于 server_name,不需要额外处理了。

    ]]>
    - Java - gc - jvm + nginx - java - gc - 标记整理 - 垃圾回收 - jvm + nginx
    @@ -4396,8 +4413,8 @@ user3: 生活 - 生活 读后感 + 生活 @@ -4413,23 +4430,6 @@ user3: 生活 - - 一个 nginx 的简单记忆点 - /2022/08/21/%E4%B8%80%E4%B8%AA-nginx-%E7%9A%84%E7%AE%80%E5%8D%95%E8%AE%B0%E5%BF%86%E7%82%B9/ - 上周在处理一个 nginx 配置的时候,发现了一个之前不理解的小点,说一个场景,就是我们一般的处理方式就是一个 ip 端口只能配置一个域名的服务,比如 https://nicksxs.me 对应配置到 127.0.0.1:443,如果我想要把 https://nicksxs.com 也解析到这个服务器,并转发到不同的下游,这里就需要借助所谓的 SNI 的功能

    -

    Server Name Indication

    A more generic solution for running several HTTPS servers on a single IP address is TLS Server Name Indication extension (SNI, RFC 6066), which allows a browser to pass a requested server name during the SSL handshake and, therefore, the server will know which certificate it should use for the connection. SNI is currently supported by most modern browsers, though may not be used by some old or special clients.
    来源
    机翻一下:在单个 IP 地址上运行多个 HTTPS 服务器的更通用的解决方案是 TLS 服务器名称指示扩展(SNI,RFC 6066),它允许浏览器在 SSL 握手期间传递请求的服务器名称,因此,服务器将知道哪个 它应该用于连接的证书。 目前大多数现代浏览器都支持 SNI,但某些旧的或特殊的客户端可能不使用 SNI。

    -

    首先我们需要确认 sni 已被支持

    在实际的配置中就可以这样

    -
    stream {
    map $ssl_preread_server_name $stream_map {
    nicksxs.me nme;
    nicksxs.com ncom;
    }

    upstream nme {
    server 127.0.0.1:8000;
    }
    upstream ncom {
    server 127.0.0.1:8001;
    }

    server {
    listen 443 reuseport;
    proxy_pass $stream_map;
    ssl_preread on;
    }
    }
    -

    类似这样,但是这个理解是非常肤浅和不完善的,只是简单记忆下,后续再进行补充完整

    -

    还有一点就是我们在配置的时候经常配置就是 server_name,但是会看到直接在使用 ssl_server_name,
    其实在listen 标识了 ssl, 对应的 ssl_server_name 就等于 server_name,不需要额外处理了。

    -]]>
    - - nginx - - - nginx - -
    介绍一下 RocketMQ /2020/06/21/%E4%BB%8B%E7%BB%8D%E4%B8%80%E4%B8%8B-RocketMQ/ @@ -4499,52 +4499,6 @@ user3: 中间件 - - springboot 请求响应处理流程 - /2023/08/27/springboot-%E8%AF%B7%E6%B1%82%E5%93%8D%E5%BA%94%E5%A4%84%E7%90%86%E6%B5%81%E7%A8%8B/ - Tomcat 会把请求委托到
    org.springframework.web.servlet.DispatcherServlet#doService

    -
    protected void doService(HttpServletRequest request, HttpServletResponse response) throws Exception {
    logRequest(request);

    // 省略前面的代码
    try {
    doDispatch(request, response);
    }
    -

    然后就是调用
    org.springframework.web.servlet.DispatcherServlet#doDispatch

    -
    protected void doDispatch(HttpServletRequest request, HttpServletResponse response) throws Exception {

    try {
    ModelAndView mv = null;
    Exception dispatchException = null;

    try {
    processedRequest = checkMultipart(request);
    multipartRequestParsed = (processedRequest != request);

    // 去获取处理器
    // Determine handler for the current request.
    mappedHandler = getHandler(processedRequest);
    if (mappedHandler == null) {
    noHandlerFound(processedRequest, response);
    return;
    }

    // Determine handler adapter for the current request.
    HandlerAdapter ha = getHandlerAdapter(mappedHandler.getHandler());

    // Process last-modified header, if supported by the handler.
    String method = request.getMethod();
    boolean isGet = HttpMethod.GET.matches(method);
    if (isGet || HttpMethod.HEAD.matches(method)) {
    long lastModified = ha.getLastModified(request, mappedHandler.getHandler());
    if (new ServletWebRequest(request, response).checkNotModified(lastModified) && isGet) {
    return;
    }
    }

    if (!mappedHandler.applyPreHandle(processedRequest, response)) {
    return;
    }

    // Actually invoke the handler.
    mv = ha.handle(processedRequest, response, mappedHandler.getHandler());

    -

    看下这里的逻辑

    -
    @Nullable
    protected HandlerExecutionChain getHandler(HttpServletRequest request) throws Exception {
    if (this.handlerMappings != null) {
    for (HandlerMapping mapping : this.handlerMappings) {
    HandlerExecutionChain handler = mapping.getHandler(request);
    if (handler != null) {
    return handler;
    }
    }
    }
    return null;
    }
    -

    可以看到有这些 HandlerMapping

    而这里面就是前面提到过的
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerMapping
    从这就能找到具体的 Handler
    com.nicksxs.spbdemo.controller.DemoController#test()
    这就是我简单的示例代码

    -
    @RequestMapping(value = "/test", method = RequestMethod.GET)
    @ResponseBody
    public DemoResponse test() {
    String item = "{\"id\": 1, \"name\": \"nick\"}";
    ParserConfig parserConfig = ParserConfig.getGlobalInstance();
    parserConfig.propertyNamingStrategy = PropertyNamingStrategy.SnakeCase;
    DemoResponse response = JSON.parseObject(item, DemoResponse.class, parserConfig);
    return response;
    }
    -

    下一步是再获取处理器的适配器,
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter

    -
    protected HandlerAdapter getHandlerAdapter(Object handler) throws ServletException {
    if (this.handlerAdapters != null) {
    for (HandlerAdapter adapter : this.handlerAdapters) {
    if (adapter.supports(handler)) {
    return adapter;
    }
    }
    }
    throw new ServletException("No adapter for handler [" + handler +
    "]: The DispatcherServlet configuration needs to include a HandlerAdapter that supports this handler");
    }
    -

    正好这个适配器是调用的父类的 supports 方法

    -
    @Override
    public final boolean supports(Object handler) {
    return (handler instanceof HandlerMethod && supportsInternal((HandlerMethod) handler));
    }
    -

    而我这个com.nicksxs.spbdemo.controller.DemoController#test()
    就是个包装好的 HandlerMethod
    然后就是调用 hahandle 方法,也是通过模板方法,实际调用的是
    org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter#handle

    -
    @Override
    @Nullable
    public final ModelAndView handle(HttpServletRequest request, HttpServletResponse response, Object handler)
    throws Exception {

    return handleInternal(request, response, (HandlerMethod) handler);
    }
    -

    然后调用
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter#handleInternal

    -
    @Override
    protected ModelAndView handleInternal(HttpServletRequest request,
    HttpServletResponse response, HandlerMethod handlerMethod) throws Exception {

    ModelAndView mav;
    checkRequest(request);

    // Execute invokeHandlerMethod in synchronized block if required.
    if (this.synchronizeOnSession) {
    HttpSession session = request.getSession(false);
    if (session != null) {
    Object mutex = WebUtils.getSessionMutex(session);
    synchronized (mutex) {
    mav = invokeHandlerMethod(request, response, handlerMethod);
    }
    }
    else {
    // No HttpSession available -> no mutex necessary
    mav = invokeHandlerMethod(request, response, handlerMethod);
    }
    }
    else {
    // 是否要锁定 session,否则走到这
    // No synchronization on session demanded at all...
    mav = invokeHandlerMethod(request, response, handlerMethod);
    }
    - -

    继续调用
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter#invokeHandlerMethod

    -
    @Nullable
    protected ModelAndView invokeHandlerMethod(HttpServletRequest request,
    HttpServletResponse response, HandlerMethod handlerMethod) throws Exception {

    ServletWebRequest webRequest = new ServletWebRequest(request, response);
    try {
    WebDataBinderFactory binderFactory = getDataBinderFactory(handlerMethod);
    ModelFactory modelFactory = getModelFactory(handlerMethod, binderFactory);

    // 包装调用方法,
    ServletInvocableHandlerMethod invocableMethod = createInvocableHandlerMethod(handlerMethod);
    // 省略一部分非本次关注核心代码
    // 然后是调用到这
    invocableMethod.invokeAndHandle(webRequest, mavContainer);
    if (asyncManager.isConcurrentHandlingStarted()) {
    return null;
    }

    return getModelAndView(mavContainer, modelFactory, webRequest);
    }
    finally {
    webRequest.requestCompleted();
    }
    }
    -

    稍微再看一眼
    第一步是
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter#createInvocableHandlerMethod

    -
    protected ServletInvocableHandlerMethod createInvocableHandlerMethod(HandlerMethod handlerMethod) {
    return new ServletInvocableHandlerMethod(handlerMethod);
    }
    -

    第二步是
    org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod#ServletInvocableHandlerMethod(org.springframework.web.method.HandlerMethod)

    -
       public ServletInvocableHandlerMethod(HandlerMethod handlerMethod) {
    super(handlerMethod);
    }
    -

    第三步是
    org.springframework.web.method.support.InvocableHandlerMethod#InvocableHandlerMethod(org.springframework.web.method.HandlerMethod)

    -
       public InvocableHandlerMethod(HandlerMethod handlerMethod) {
    super(handlerMethod);
    }
    -

    第四步是
    org.springframework.web.method.HandlerMethod#HandlerMethod(org.springframework.web.method.HandlerMethod)

    -
    protected HandlerMethod(HandlerMethod handlerMethod) {
    Assert.notNull(handlerMethod, "HandlerMethod is required");
    this.bean = handlerMethod.bean;
    this.beanFactory = handlerMethod.beanFactory;
    this.beanType = handlerMethod.beanType;
    this.method = handlerMethod.method;
    this.bridgedMethod = handlerMethod.bridgedMethod;
    this.parameters = handlerMethod.parameters;
    this.responseStatus = handlerMethod.responseStatus;
    this.responseStatusReason = handlerMethod.responseStatusReason;
    this.description = handlerMethod.description;
    this.resolvedFromHandlerMethod = handlerMethod.resolvedFromHandlerMethod;
    }
    -

    这是个继承关系,一直调用到最顶层的父类的构造方法,其实就是拷贝,然后继续调用
    org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod#invokeAndHandle

    -
    public void invokeAndHandle(ServletWebRequest webRequest, ModelAndViewContainer mavContainer,
    Object... providedArgs) throws Exception {

    // 调用请求
    Object returnValue = invokeForRequest(webRequest, mavContainer, providedArgs);
    // 稍微忽略下后面的代码
    }
    -

    继续调用
    org.springframework.web.method.support.InvocableHandlerMethod#invokeForRequest

    -
    @Nullable
    public Object invokeForRequest(NativeWebRequest request, @Nullable ModelAndViewContainer mavContainer,
    Object... providedArgs) throws Exception {

    Object[] args = getMethodArgumentValues(request, mavContainer, providedArgs);
    if (logger.isTraceEnabled()) {
    logger.trace("Arguments: " + Arrays.toString(args));
    }
    return doInvoke(args);
    }
    -

    来到了最核心处
    org.springframework.web.method.support.InvocableHandlerMethod#doInvoke

    -
    @Nullable
    protected Object doInvoke(Object... args) throws Exception {
    Method method = getBridgedMethod();
    ReflectionUtils.makeAccessible(method);
    try {
    if (KotlinDetector.isSuspendingFunction(method)) {
    return CoroutinesUtils.invokeSuspendingFunction(method, getBean(), args);
    }
    // 会走到这里,获取到 bean,而这个 bean 就是前面构造方法里赋值的,最开始被放在 handler 里面,然后调用方法
    return method.invoke(getBean(), args);
    }
    -]]>
    - - Java - SpringBoot - - - Java - SpringBoot - -
    介绍下最近比较实用的端口转发 /2021/11/14/%E4%BB%8B%E7%BB%8D%E4%B8%8B%E6%9C%80%E8%BF%91%E6%AF%94%E8%BE%83%E5%AE%9E%E7%94%A8%E7%9A%84%E7%AB%AF%E5%8F%A3%E8%BD%AC%E5%8F%91/ @@ -4565,24 +4519,6 @@ user3: 端口转发 - - 关于 npe 的一个小记忆点 - /2023/07/16/%E5%85%B3%E4%BA%8E-npe-%E7%9A%84%E4%B8%80%E4%B8%AA%E5%B0%8F%E8%AE%B0%E5%BF%86%E7%82%B9/ - Java 中最常见的一类问题或者说异常就是 NullPointerException,而往往这种异常我们在查看日志的时候都是根据打印出来的异常堆栈找到对应的代码以确定问题,但是有一种情况会出现一个比较奇怪的情况,虽然我们在日志中打印了异常

    -
    log.error("something error", e);
    -

    这样是可以打印出来日志,譬如 slf4j 就可以把异常作为最后一个参数传入

    -
    void error(String var1, Throwable var2);
    -

    有的时候如果不小心把异常通过占位符传入就可能出现异常被吞的情况,不过这点不是这次的重点
    即使我们正常作为最后一个参数传入了,也会出现只打印出来

    -
    something error, java.lang.NullPointerException: null
    -

    这样就导致了如果我们这个日志所代表的异常包含的代码范围比较大的话,就不确定具体是哪一行出现的异常,除非对这些代码逻辑非常清楚,这个是为什么呢,其实这也是 jvm 的一种优化机制,像我们目前主要还在用的 jdk8中使用的 jvm 虚拟机 hotspot 的一个热点异常机制,对于这样一直出现的相同异常,就认为是热点异常,后面只会打印异常名,不再打印异常堆栈,这样对于 io 性能能够提供一定的优化保证,这个可以通过 jvm 启动参数
    -XX:-OmitStackTraceInFastThrow 来关闭优化,这个问题其实在一开始造成了一定困扰,找不准具体是哪一行代码,不过在知道这个之后简单的重启也能暂时解决问题。

    -]]>
    - - java - - - java - -
    从丁仲礼被美国制裁聊点啥 /2020/12/20/%E4%BB%8E%E4%B8%81%E4%BB%B2%E7%A4%BC%E8%A2%AB%E7%BE%8E%E5%9B%BD%E5%88%B6%E8%A3%81%E8%81%8A%E7%82%B9%E5%95%A5/ @@ -4603,25 +4539,6 @@ user3: 美国 - - 关于读书打卡与分享 - /2021/02/07/%E5%85%B3%E4%BA%8E%E8%AF%BB%E4%B9%A6%E6%89%93%E5%8D%A1%E4%B8%8E%E5%88%86%E4%BA%AB/ - 最近群里大佬发起了一个读书打卡活动,需要每天读一会书,在群里打卡分享感悟,争取一个月能读完一本书,说实话一天十分钟的读书时间倒是问题不大,不过每天都要打卡,而且一个月要读完一本书,其实难度还是有点大的,不过也想试试看。
    之前某某老大给自己立了个 flag,说要读一百本书,这对我来说挺难实现的,一则我也不喜欢书只读一小半,二则感觉对于喜欢看的内容范围还是比较有限制,可能也算是比较矫情,不爱追热门的各类东西,因为往往会有一些跟大众不一致的观点看法,显得格格不入。所以还是这个打卡活动可能会比较适合我,书是人类进步的阶梯。
    到现在是打卡了三天了,读的主要是白岩松的《幸福了吗》,对于白岩松,我们这一代人是比较熟悉,并且整体印象比较不错的一个央视主持人,从《焦点访谈》开始,到疫情期间的各类一线节目,可能对我来说是个三观比较正,敢于说一些真话的主持人,这中间其实是有个空档期,没怎么看电视,也不太关注了,只是在疫情期间的节目,还是一如既往地给人一种可靠的感觉,正好有一次偶然微信读书推荐了白岩松的这本书,就看了一部分,正好这次继续往下看,因为相对来讲不会很晦涩,并且从这位知名央视主持人的角度分享他的过往和想法看法,还是比较有意思的。
    从对汶川地震,08 年奥运等往事的回忆和一些细节的呈现,也让我了解比较多当时所不知道的,特别是汶川地震,那时的我还在读高中,真的是看着电视,作为“猛男”都忍不住泪目了,共和国之殇,多难兴邦,但是这对于当事人来说,都是一场醒不过来的噩梦。
    然后是对于足球的热爱,其实光这个就能掰扯很多,因为我不爱足球,只爱篮球,其中原因有的没的也挺多可以说的,但是看了他的书,才能比较深入的了解一个足球迷,对足球,对中国足球,对世界杯,对阿根廷的感情。
    接下去还是想能继续坚持下去,加油!

    -]]>
    - - 生活 - 读后感 - 白岩松 - 幸福了吗 - - - 读后感 - 读书 - 打卡 - 幸福了吗 - 足球 - -
    从清华美院学姐聊聊我们身边的恶人 /2020/11/29/%E4%BB%8E%E6%B8%85%E5%8D%8E%E7%BE%8E%E9%99%A2%E5%AD%A6%E5%A7%90%E8%81%8A%E8%81%8A%E6%88%91%E4%BB%AC%E8%BA%AB%E8%BE%B9%E7%9A%84%E6%81%B6%E4%BA%BA/ @@ -4642,6 +4559,36 @@ user3: 杀人诛心 + + nas 中使用 tmm 刮削视频 + /2023/07/02/%E4%BD%BF%E7%94%A8-tmm-%E5%88%AE%E5%89%8A%E8%A7%86%E9%A2%91/ + 最近折腾了个自建的 nas,为了使用 jellyfin 这样的影视应用需要对视频进行刮削,对于电视剧来说还是有些不一样的,
    比如我要刮削这部经典电视剧纪晓岚

    像这样的命名方式在 tmm 中是无法识别的,或者就得一集一集进行制定刮削,

    所以第一步需要进行改名
    比如这是第一季的,那就是 S01,然后按集数 E01,第一季第一集的文件名就是 S01E01.mkv
    然后右键点击搜索刮削,默认会以文件夹名进行搜索,是在 tmdb 数据库进行搜索

    这样除非文件夹名很符合要求,一般都刮削不出来,所以需要有两种刮削方式,一种就是比较标准的命名,这样的名字可以手动先去豆瓣或者 tmdb 搜索,另一个种也可以在豆瓣找到 imdb 的 id 进行搜索

    但有时候也会搜不到,比如这个纪晓岚就是搜不到,但是之前的一些韩剧什么的很多都能搜到

    这个其实是最基本的刮削,但是这样刮削了需要在 jellyfin 那取消元数据下载
    ,这样就不会被覆盖

    +]]>
    + + nas + + + nas + +
    + + 关于 npe 的一个小记忆点 + /2023/07/16/%E5%85%B3%E4%BA%8E-npe-%E7%9A%84%E4%B8%80%E4%B8%AA%E5%B0%8F%E8%AE%B0%E5%BF%86%E7%82%B9/ + Java 中最常见的一类问题或者说异常就是 NullPointerException,而往往这种异常我们在查看日志的时候都是根据打印出来的异常堆栈找到对应的代码以确定问题,但是有一种情况会出现一个比较奇怪的情况,虽然我们在日志中打印了异常

    +
    log.error("something error", e);
    +

    这样是可以打印出来日志,譬如 slf4j 就可以把异常作为最后一个参数传入

    +
    void error(String var1, Throwable var2);
    +

    有的时候如果不小心把异常通过占位符传入就可能出现异常被吞的情况,不过这点不是这次的重点
    即使我们正常作为最后一个参数传入了,也会出现只打印出来

    +
    something error, java.lang.NullPointerException: null
    +

    这样就导致了如果我们这个日志所代表的异常包含的代码范围比较大的话,就不确定具体是哪一行出现的异常,除非对这些代码逻辑非常清楚,这个是为什么呢,其实这也是 jvm 的一种优化机制,像我们目前主要还在用的 jdk8中使用的 jvm 虚拟机 hotspot 的一个热点异常机制,对于这样一直出现的相同异常,就认为是热点异常,后面只会打印异常名,不再打印异常堆栈,这样对于 io 性能能够提供一定的优化保证,这个可以通过 jvm 启动参数
    -XX:-OmitStackTraceInFastThrow 来关闭优化,这个问题其实在一开始造成了一定困扰,找不准具体是哪一行代码,不过在知道这个之后简单的重启也能暂时解决问题。

    +]]>
    + + java + + + java + +
    关于公共交通再吐个槽 /2021/03/21/%E5%85%B3%E4%BA%8E%E5%85%AC%E5%85%B1%E4%BA%A4%E9%80%9A%E5%86%8D%E5%90%90%E4%B8%AA%E6%A7%BD/ @@ -4664,6 +4611,25 @@ user3: 健康码 + + 关于读书打卡与分享 + /2021/02/07/%E5%85%B3%E4%BA%8E%E8%AF%BB%E4%B9%A6%E6%89%93%E5%8D%A1%E4%B8%8E%E5%88%86%E4%BA%AB/ + 最近群里大佬发起了一个读书打卡活动,需要每天读一会书,在群里打卡分享感悟,争取一个月能读完一本书,说实话一天十分钟的读书时间倒是问题不大,不过每天都要打卡,而且一个月要读完一本书,其实难度还是有点大的,不过也想试试看。
    之前某某老大给自己立了个 flag,说要读一百本书,这对我来说挺难实现的,一则我也不喜欢书只读一小半,二则感觉对于喜欢看的内容范围还是比较有限制,可能也算是比较矫情,不爱追热门的各类东西,因为往往会有一些跟大众不一致的观点看法,显得格格不入。所以还是这个打卡活动可能会比较适合我,书是人类进步的阶梯。
    到现在是打卡了三天了,读的主要是白岩松的《幸福了吗》,对于白岩松,我们这一代人是比较熟悉,并且整体印象比较不错的一个央视主持人,从《焦点访谈》开始,到疫情期间的各类一线节目,可能对我来说是个三观比较正,敢于说一些真话的主持人,这中间其实是有个空档期,没怎么看电视,也不太关注了,只是在疫情期间的节目,还是一如既往地给人一种可靠的感觉,正好有一次偶然微信读书推荐了白岩松的这本书,就看了一部分,正好这次继续往下看,因为相对来讲不会很晦涩,并且从这位知名央视主持人的角度分享他的过往和想法看法,还是比较有意思的。
    从对汶川地震,08 年奥运等往事的回忆和一些细节的呈现,也让我了解比较多当时所不知道的,特别是汶川地震,那时的我还在读高中,真的是看着电视,作为“猛男”都忍不住泪目了,共和国之殇,多难兴邦,但是这对于当事人来说,都是一场醒不过来的噩梦。
    然后是对于足球的热爱,其实光这个就能掰扯很多,因为我不爱足球,只爱篮球,其中原因有的没的也挺多可以说的,但是看了他的书,才能比较深入的了解一个足球迷,对足球,对中国足球,对世界杯,对阿根廷的感情。
    接下去还是想能继续坚持下去,加油!

    +]]>
    + + 读后感 + 生活 + 白岩松 + 幸福了吗 + + + 读后感 + 读书 + 打卡 + 幸福了吗 + 足球 + +
    分享一次折腾老旧笔记本的体验-续篇 /2023/02/12/%E5%88%86%E4%BA%AB%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%80%81%E6%97%A7%E7%AC%94%E8%AE%B0%E6%9C%AC%E7%9A%84%E4%BD%93%E9%AA%8C-%E7%BB%AD%E7%AF%87/ @@ -4691,13 +4657,9 @@ user3: - 分享一次比较诡异的 Windows 下 U盘无法退出的经历 - /2023/01/29/%E5%88%86%E4%BA%AB%E4%B8%80%E6%AC%A1%E6%AF%94%E8%BE%83%E8%AF%A1%E5%BC%82%E7%9A%84-Windows-%E4%B8%8B-U%E7%9B%98%E6%97%A0%E6%B3%95%E9%80%80%E5%87%BA%E7%9A%84%E7%BB%8F%E5%8E%86/ - 作为一个 Windows 的老用户,并且也算是 Windows 系统的半个粉丝,但是秉承一贯的优缺点都应该说的原则,Windows 系统有一点缺点是真的挺难受,相信 Windows 用过比较久的都会经历过,就是 U盘无法退出的问题,在比较远古时代,这个问题似乎能采取的措施不多,关机再拔 U盘的方式是一种比较保险的方式,其他貌似有 360这种可以解除占用的,但是需要安装 360 软件,对于目前的使用环境来说有点得不偿失,也是比较流氓的一类软件了,目前在 Windows 环境我主要就安装了个火绒,或者就用 Windows 自带的 defender。

    -

    第一种

    最近这次经历也是有火绒的一定责任,在我尝试推出 U盘的时候提示了我被另一个大流氓软件,XlibabaProtect.exe 占用了,这个流氓软件真的是充分展示了某里的技术实力,试过 N 多种办法都关不掉也删不掉,尝试了很多种办法也没办法删除,但是后面换了种思路,一般这种情况肯定是有进程在占用 U盘里的内容,最新版本的 Powertoys 会在文件的右键菜单里添加一个叫 File Locksmith 的功能,可以用于检查正在使用哪些文件以及由哪些进程使用,但是可能是我的使用姿势不对,没有仔细看文档,它里面有个”以管理员身份重启”,可能会有用。
    这算是第一种方式,

    -

    第二种

    第二种方式是 Windows 任务管理器中性能 tab 下的”打开资源监视器”,
    ,假如我的 U 盘的盘符是F:
    就可以搜索到占用这个盘符下文件的进程,这里千万小心‼️‼️,不可轻易杀掉这些进程,有些系统进程如果轻易杀掉会导致蓝屏等问题,不可轻易尝试,除非能确认这些进程的作用。
    对于前两种方式对我来说都无效,

    -

    第三种

    所以尝试了第三种,
    就是磁盘脱机的方式,在”计算机”右键管理,点击”磁盘管理”,可以找到 U 盘盘符右键,点击”脱机”,然后再”推出”,这个对我来说也不行

    -

    第四种

    这种是唯一对我有效的,在开始菜单搜索”event”,可以搜到”事件查看器”,
    ,这个可以看到当前最近 Windows 发生的事件,打开这个后就点击U盘推出,因为推不出来也是一种错误事件,点击下刷新就能在这看到具体是因为什么推出不了,具体的进程信息
    最后发现是英特尔的驱动管理程序的一个进程,关掉就退出了,虽然前面说的某里的进程是流氓,但这边是真的冤枉它了

    + 分享一次折腾老旧笔记本的体验 + /2023/02/05/%E5%88%86%E4%BA%AB%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%80%81%E6%97%A7%E7%AC%94%E8%AE%B0%E6%9C%AC%E7%9A%84%E4%BD%93%E9%AA%8C/ + 上大学的时候买了第一个笔记本,是联想的小y,y460,配置应该是 i5+2g 内存,500g 硬盘,ati 5650 的显卡,那时候还是比较时髦的带有集显和独显切换的,一些人也觉得它算是一代“神机”,陪我度过了大学四年,还有毕业后的第一年,记得中间还用的比较曲折,差不多第一学期末的时候硬盘感觉有时候会文件操作卡住,去售后看了下,果然硬盘出问题了,还在当场把硬盘的东西都拷贝到新买的移动硬盘里,不过联想的售后还是比较不错的,在保内可以直接免费换,如果出保了估计就要修不起了,后面出了个很大的问题,就是屏幕花屏了,而且它的花屏是横着的会有那种上升的变化,一开始感觉跟湿度还有温度有点关系,天气冷了就很容易出现,天气热了就好一点,出现的概率小一点,而且是合盖后再开会好,过一会又会上升,只是这么度过了保修期,去售后问了下,修一下要两千多,后来是在玉泉学校里面的维修店,好像是花了六百多,省是省了很多,但是后面使用的时候发现有点漏光,而且两三个亮点,总归还是给我那不富裕的经济条件带来了一个正常屏幕,不过是挺影响使用,严格来说都没法用了,后面基本是大半个屏幕花掉,接近整个屏幕花掉,至此大学就是这么用过去了。
    噢对了,中间在大二的时候加了一条 2g 的内存,因为像操作系统课需要用虚拟机,2g 内存不太够,不过那会用的都是 32 位的 win7 系统,实际使用用不到 4g 内存,得使用破解补丁才能识别到,后来在大学毕业后由于收入也低,想换其他电脑,特别是 mac,买不起,电脑在那会还会玩玩 DNF,但是风扇声很大,也想优化下,就买了个 msata 的固态硬盘,因为刚好有个口子留着,在那之前一直搜到的是把光驱位拆掉换上 sata 固态硬盘,这对于那会的我来说操作难度实在有点大,换上了msata 固态之后还是有比较大的提升的,把操作系统装到固态硬盘后其他盘就只放数据了,后面还装过黑苹果,只是不小心被室友强制关机了,之后就起不来了,也不知道啥原因,后续想继续按原来的操作装,也没成功,再往后就配了一台台式机,这个笔记本就放在那没啥用了,后面偶尔会拿出来用一下,特别是疫情那会充当了 LD 的临时使用机器。
    最近一次就是想把行车记录仪里的视频导出来,结果上传的时候我点了下 win10 的更新,重启后这个机器就起不来了,一开始以为顶多是个重装系统,结果重装也不行,就进不去,插着 U 盘也起不来,一开始还能进 BIOS,后面就直接进不去了,像内存条脏了,擦下金手指什么的,都没搞定,想着也只可能是主板上的部件坏了,所以就开始了这趟半作死之旅,买了块主板来换,拆这个笔记本是真的够难的,开机键那一条是真的拆不开,后面还把两个扣子扳坏了,里面的排线插口还几个也拔坏了,幸好用买来的主板装上还能用,但是后面就很奇怪了,因为这个电脑装了 Ubuntu 跟 win10 的双系统,Ubuntu 能正常起来,但是 win10 就是起不来,插上老毛桃或者 win10 的启动盘都是起不来,老毛桃是能起来,但是进不了 pe,插启动盘又报 0xc00000e9 错误码,现在想着是不是这个固态硬盘有点问题或者还是内存问题,只能后续再看了,拆机的时候也找不到视频,机器实在是太老了,后面再试试看。

    ]]>
    Windows @@ -4708,16 +4670,21 @@ user3:
    - 分享一次折腾老旧笔记本的体验 - /2023/02/05/%E5%88%86%E4%BA%AB%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%80%81%E6%97%A7%E7%AC%94%E8%AE%B0%E6%9C%AC%E7%9A%84%E4%BD%93%E9%AA%8C/ - 上大学的时候买了第一个笔记本,是联想的小y,y460,配置应该是 i5+2g 内存,500g 硬盘,ati 5650 的显卡,那时候还是比较时髦的带有集显和独显切换的,一些人也觉得它算是一代“神机”,陪我度过了大学四年,还有毕业后的第一年,记得中间还用的比较曲折,差不多第一学期末的时候硬盘感觉有时候会文件操作卡住,去售后看了下,果然硬盘出问题了,还在当场把硬盘的东西都拷贝到新买的移动硬盘里,不过联想的售后还是比较不错的,在保内可以直接免费换,如果出保了估计就要修不起了,后面出了个很大的问题,就是屏幕花屏了,而且它的花屏是横着的会有那种上升的变化,一开始感觉跟湿度还有温度有点关系,天气冷了就很容易出现,天气热了就好一点,出现的概率小一点,而且是合盖后再开会好,过一会又会上升,只是这么度过了保修期,去售后问了下,修一下要两千多,后来是在玉泉学校里面的维修店,好像是花了六百多,省是省了很多,但是后面使用的时候发现有点漏光,而且两三个亮点,总归还是给我那不富裕的经济条件带来了一个正常屏幕,不过是挺影响使用,严格来说都没法用了,后面基本是大半个屏幕花掉,接近整个屏幕花掉,至此大学就是这么用过去了。
    噢对了,中间在大二的时候加了一条 2g 的内存,因为像操作系统课需要用虚拟机,2g 内存不太够,不过那会用的都是 32 位的 win7 系统,实际使用用不到 4g 内存,得使用破解补丁才能识别到,后来在大学毕业后由于收入也低,想换其他电脑,特别是 mac,买不起,电脑在那会还会玩玩 DNF,但是风扇声很大,也想优化下,就买了个 msata 的固态硬盘,因为刚好有个口子留着,在那之前一直搜到的是把光驱位拆掉换上 sata 固态硬盘,这对于那会的我来说操作难度实在有点大,换上了msata 固态之后还是有比较大的提升的,把操作系统装到固态硬盘后其他盘就只放数据了,后面还装过黑苹果,只是不小心被室友强制关机了,之后就起不来了,也不知道啥原因,后续想继续按原来的操作装,也没成功,再往后就配了一台台式机,这个笔记本就放在那没啥用了,后面偶尔会拿出来用一下,特别是疫情那会充当了 LD 的临时使用机器。
    最近一次就是想把行车记录仪里的视频导出来,结果上传的时候我点了下 win10 的更新,重启后这个机器就起不来了,一开始以为顶多是个重装系统,结果重装也不行,就进不去,插着 U 盘也起不来,一开始还能进 BIOS,后面就直接进不去了,像内存条脏了,擦下金手指什么的,都没搞定,想着也只可能是主板上的部件坏了,所以就开始了这趟半作死之旅,买了块主板来换,拆这个笔记本是真的够难的,开机键那一条是真的拆不开,后面还把两个扣子扳坏了,里面的排线插口还几个也拔坏了,幸好用买来的主板装上还能用,但是后面就很奇怪了,因为这个电脑装了 Ubuntu 跟 win10 的双系统,Ubuntu 能正常起来,但是 win10 就是起不来,插上老毛桃或者 win10 的启动盘都是起不来,老毛桃是能起来,但是进不了 pe,插启动盘又报 0xc00000e9 错误码,现在想着是不是这个固态硬盘有点问题或者还是内存问题,只能后续再看了,拆机的时候也找不到视频,机器实在是太老了,后面再试试看。

    + 分享记录一下一个 git 操作方法 + /2022/02/06/%E5%88%86%E4%BA%AB%E8%AE%B0%E5%BD%95%E4%B8%80%E4%B8%8B%E4%B8%80%E4%B8%AA-git-%E6%93%8D%E4%BD%9C%E6%96%B9%E6%B3%95/ + 前阵子一个同事因为发现某个分支上的代码好像有缺失导致无法正常运行,然后就对比了下把缺失的代码从另一个分支上拷了过来,可能有所欠考虑,不过主要是说下操作过程和最后的处理方法,这位同学的操作是改一些代码commit 一下,这样的 commit 了大概五六次,并且已经 push 到了远端,然后就在想要怎么去处理,在本地可以 reset,已经到远端了,一个很不优雅的操作就是本地 reset 了用 force push,这个当然是不可取的,然后就是 revert 了,但是又已经 commit 了好几次了,网上看了下,好像处理方法还挺成熟的,git revert 命令本质上就是一个逆向的 git cherry-pick 操作。 它将你提交中的变更的以完全相反的方式的应用到一个新创建的提交中,本质上就是撤销或者倒转。可以理解为就是提交一个反向的操作,这里其实我们可以用range revert来进行 git revert, 用法就是

    +
    git revert OLDER_COMMIT^..NEWER_COMMIT
    +

    这样就可以解决上面的问题了,但是还有个问题是这样会根据前面的 commit 数量提交对应数量个 revert commit 会显得比较乱,如果要比较干净的 commit 历史,
    可以看下 git revert 命令说明

    然后就可以用 -n 参数,表示不自动提交

    +
    git revert -n OLDER_COMMIT^..NEWER_COMMIT
    git commit -m "revert OLDER_COMMIT to NEWER_COMMIT"
    + + ]]>
    - Windows + git 小技巧 - Windows + git
    @@ -4739,24 +4706,6 @@ user3: 干活 - - 分享记录一下一个 git 操作方法 - /2022/02/06/%E5%88%86%E4%BA%AB%E8%AE%B0%E5%BD%95%E4%B8%80%E4%B8%8B%E4%B8%80%E4%B8%AA-git-%E6%93%8D%E4%BD%9C%E6%96%B9%E6%B3%95/ - 前阵子一个同事因为发现某个分支上的代码好像有缺失导致无法正常运行,然后就对比了下把缺失的代码从另一个分支上拷了过来,可能有所欠考虑,不过主要是说下操作过程和最后的处理方法,这位同学的操作是改一些代码commit 一下,这样的 commit 了大概五六次,并且已经 push 到了远端,然后就在想要怎么去处理,在本地可以 reset,已经到远端了,一个很不优雅的操作就是本地 reset 了用 force push,这个当然是不可取的,然后就是 revert 了,但是又已经 commit 了好几次了,网上看了下,好像处理方法还挺成熟的,git revert 命令本质上就是一个逆向的 git cherry-pick 操作。 它将你提交中的变更的以完全相反的方式的应用到一个新创建的提交中,本质上就是撤销或者倒转。可以理解为就是提交一个反向的操作,这里其实我们可以用range revert来进行 git revert, 用法就是

    -
    git revert OLDER_COMMIT^..NEWER_COMMIT
    -

    这样就可以解决上面的问题了,但是还有个问题是这样会根据前面的 commit 数量提交对应数量个 revert commit 会显得比较乱,如果要比较干净的 commit 历史,
    可以看下 git revert 命令说明

    然后就可以用 -n 参数,表示不自动提交

    -
    git revert -n OLDER_COMMIT^..NEWER_COMMIT
    git commit -m "revert OLDER_COMMIT to NEWER_COMMIT"
    - - -]]>
    - - git - 小技巧 - - - git - -
    分享记录一下一个 scp 操作方法 /2022/02/06/%E5%88%86%E4%BA%AB%E8%AE%B0%E5%BD%95%E4%B8%80%E4%B8%8B%E4%B8%80%E4%B8%AA-scp-%E6%93%8D%E4%BD%9C%E6%96%B9%E6%B3%95/ @@ -4777,23 +4726,48 @@ user3: - 在老丈人家的小工记五 - /2020/10/18/%E5%9C%A8%E8%80%81%E4%B8%88%E4%BA%BA%E5%AE%B6%E7%9A%84%E5%B0%8F%E5%B7%A5%E8%AE%B0%E4%BA%94/ - 终于回忆起来了,年纪大了写这种东西真的要立马写,不然很容易想不起来,那天应该是 9 月 12 日,也就是上周六,因为我爸也去了,而且娘亲(丈母娘,LD 这么叫,我也就随了她这么叫,当然是背后,当面就叫妈)也在那,早上一到那二爹就给我爸指挥了活,要挖一条院子的出水道,自己想出来的词,因为觉得下水道是竖的,在那稍稍帮了一会会忙,然后我还是比较惯例的跟着 LD 还有娘亲去住的家里,主要是老丈人可能也不太想让我干太累的活,因为上次已经差不多把三楼都整理干净了,然后就是二楼了,二楼说实话我也帮不上什么忙,主要是衣服被子什么的,正好是有张以前小孩子睡过的那种摇篮床,看上去虽然有一些破损,整体还是不错的,所以打算拿过去,我就负责把它拆掉了,比较简单的是只要拧螺丝就行了,但是其实是用了好多好多工具才搞定的,一开始只要螺丝刀就行了,但是因为年代久了,后面的螺帽也有点锈住或者本身就会串着会一起动,所以拿来了个扳手,大部分的其实都被这两个工具给搞定了,但是后期大概还剩下四分之一的时候,有一颗完全锈住,并且螺纹跟之前那些都不一样,但是这个已经是最大的螺丝刀了,也没办法换个大的了,所以又去找来个一字的,因为十字的不是也可以用一字的拧嘛,结果可能是我买的工具箱里的一字螺丝刀太新了,口子那很锋利,直接把螺丝花纹给划掉了,大的小的都划掉,然后真的变成凹进去一个圆柱体了,然后就想能不能隔一层布去拧,然而因为的确是已经变成圆柱体了,布也不太给力,不放弃的我又去找来了个老虎钳,妄图把划掉的螺丝用老虎钳钳住,另一端用扳手拧开螺帽,但是这个螺丝跟螺帽真的是生锈的太严重了,外加上钳不太牢,完全是两边一起转,实在是没办法了,在征得同意之后,直接掰断了,火死了,一颗螺丝折腾得比我拆一张床还久,那天因为早上去的也比较晚了,然后就快吃午饭了,正好想着带一点东西过去,就把一些脸盆,泡脚桶啥的拿过去了,先是去吃了饭,还是在那家快餐店,菜的口味还是依然不错,就是人比较多,我爸旁边都是素菜,都没怎么吃远一点的荤菜,下次要早点去,把荤菜放我爸旁边😄(PS:他们家饭还是依然尴尬,需要等),吃完就开到在修的房子那把东西拿了出来,我爸已经动作很快的打了一小半的地沟了,说实话那玩意真的是很重,我之前把它从三楼拿下来,就觉得这个太重了,这次还要用起来,感觉我的手会分分钟废掉,不过一开始我还是跟着LD去了住的家里,惯例睡了午觉,那天睡得比较踏实,竟然睡了一个小时,醒了想了下,其实LD她们收拾也用不上我(没啥力气活),我还是去帮我爸他们,跟LD说了下就去了在修的老房子那,两位老爹在一起钻地,看着就很累,我连忙上去想换一会他们,因为刚好是钻到混凝土地线,特别难,力道不够就会滑开,用蛮力就是钻进去拔不出来,原理是因为本身浇的时候就是很紧实的,需要边钻边动,那家伙实在是太重了,真的是汗如雨下,基本是三个人轮流来,我是个添乱的,经常卡住,然后把地线,其实就是一条混凝土横梁,里面还有14跟18的钢筋,需要割断,这个割断也是很有技巧,钢筋本身在里面是受到挤压的,直接用切割的,到快断掉的时候就会崩一下,非常危险,还是老丈人比较有经验,要留一点点,然后直接用榔头敲断就好了,本来以为这个是最难的了,结果下面是一块非常大的青基石,而且也是石头跟石头挤一块,边上一点点打钻有点杯水车薪,后来是用那种螺旋的钻,钻四个洞,相对位置大概是个长方形,这样子把中间这个长方形钻出来就比较容易地能拿出来了,后面的也容易搞出来了,后面的其实难度不是特别大了,主要是地沟打好之后得看看高低是不是符合要求的,不能本来是往外排水的反而外面高,这个怎么看就又很有技巧了,一般在地上的只要侧着看一下就好了,考究点就用下水平尺,但是在地下的,不用水平尺,其实可以借助于地沟里正要放进去的水管,放点水进去,看水往哪流就行了,铺好水管后,就剩填埋的活了,不是太麻烦了,那天真的是累到了,打那个混凝土的时候我真的是把我整个人压上去了,不过也挺爽的,有点把平时无处发泄的蛮力发泄出去了。

    + 在 wsl 2 中开启 ssh 连接 + /2023/04/23/%E5%9C%A8-wsl-2-%E4%B8%AD%E5%BC%80%E5%90%AF-ssh-%E8%BF%9E%E6%8E%A5/ + 之前在 wsl 1 中开启 ssh 其实很方便,只要把 sshd 服务起来就好了,但是在 wsl 2 中就不太一样了,
    我这边使用的是 wsl 2 中的 Ubuntu 20.04,直接启动 sshd 服务是没法让其他机器连接的,而且都没有 ifconfig 命令可以查看 ip
    不过可以用直接用 ip a来查看,可以看到这个 ip 是172网段的,而在 wsl 1 中可以看到 ip 就是 win 的 ip,
    所以需要做一些操作,首先要安装 openssl-server

    +
    sudo apt update
    sudo apt install openssh-server
    +

    另外如果需要提高安全性,可以wsl 中配置 hosts.allow

    +
    sshd:192.168.xx.
    +

    先定一个子网段,然后对于ssh的配置,可以做以下修改

    +
    Port 22
    PasswordAuthentication yes
    +

    在进行重启

    +
    sudo service ssh --full-restart
    +

    配置以后发现上面的问题,没法远程登录,因为 wsl 2 是基于 hyper-v 虚拟机实现的,并且 ip 使用的是一个虚拟出来的子网 ip,所以需要在 Windows 这一层配置端口的转发,可以通过命令netsh interface portproxy show v4tov4看到

    截图是我已经添加好了的,先把原来的删除,再进行添加

    +
    netsh interface portproxy delete v4tov4 listenaddress=0.0.0.0 listenport=22
    netsh interface portproxy add v4tov4 listenaddress=0.0.0.0 listenport=22 connectaddress=172.19.129.207 connectport=22
    +

    也可以全量删除

    +
    netsh int portproxy reset all
    +

    但是这样也不能直接访问了,还需要开启防火墙

    +
    netsh advfirewall firewall add rule name="WSL SSH" dir=in action=allow protocol=TCP localport=22
    + + + ]]>
    - 生活 - 运动 - 跑步 - 干活 + wsl + + + wsl + +
    + + 分享一次比较诡异的 Windows 下 U盘无法退出的经历 + /2023/01/29/%E5%88%86%E4%BA%AB%E4%B8%80%E6%AC%A1%E6%AF%94%E8%BE%83%E8%AF%A1%E5%BC%82%E7%9A%84-Windows-%E4%B8%8B-U%E7%9B%98%E6%97%A0%E6%B3%95%E9%80%80%E5%87%BA%E7%9A%84%E7%BB%8F%E5%8E%86/ + 作为一个 Windows 的老用户,并且也算是 Windows 系统的半个粉丝,但是秉承一贯的优缺点都应该说的原则,Windows 系统有一点缺点是真的挺难受,相信 Windows 用过比较久的都会经历过,就是 U盘无法退出的问题,在比较远古时代,这个问题似乎能采取的措施不多,关机再拔 U盘的方式是一种比较保险的方式,其他貌似有 360这种可以解除占用的,但是需要安装 360 软件,对于目前的使用环境来说有点得不偿失,也是比较流氓的一类软件了,目前在 Windows 环境我主要就安装了个火绒,或者就用 Windows 自带的 defender。

    +

    第一种

    最近这次经历也是有火绒的一定责任,在我尝试推出 U盘的时候提示了我被另一个大流氓软件,XlibabaProtect.exe 占用了,这个流氓软件真的是充分展示了某里的技术实力,试过 N 多种办法都关不掉也删不掉,尝试了很多种办法也没办法删除,但是后面换了种思路,一般这种情况肯定是有进程在占用 U盘里的内容,最新版本的 Powertoys 会在文件的右键菜单里添加一个叫 File Locksmith 的功能,可以用于检查正在使用哪些文件以及由哪些进程使用,但是可能是我的使用姿势不对,没有仔细看文档,它里面有个”以管理员身份重启”,可能会有用。
    这算是第一种方式,

    +

    第二种

    第二种方式是 Windows 任务管理器中性能 tab 下的”打开资源监视器”,
    ,假如我的 U 盘的盘符是F:
    就可以搜索到占用这个盘符下文件的进程,这里千万小心‼️‼️,不可轻易杀掉这些进程,有些系统进程如果轻易杀掉会导致蓝屏等问题,不可轻易尝试,除非能确认这些进程的作用。
    对于前两种方式对我来说都无效,

    +

    第三种

    所以尝试了第三种,
    就是磁盘脱机的方式,在”计算机”右键管理,点击”磁盘管理”,可以找到 U 盘盘符右键,点击”脱机”,然后再”推出”,这个对我来说也不行

    +

    第四种

    这种是唯一对我有效的,在开始菜单搜索”event”,可以搜到”事件查看器”,
    ,这个可以看到当前最近 Windows 发生的事件,打开这个后就点击U盘推出,因为推不出来也是一种错误事件,点击下刷新就能在这看到具体是因为什么推出不了,具体的进程信息
    最后发现是英特尔的驱动管理程序的一个进程,关掉就退出了,虽然前面说的某里的进程是流氓,但这边是真的冤枉它了

    +]]>
    + + Windows + 小技巧 - 生活 - 小技巧 - 运动 - 减肥 - 跑步 - 干活 + Windows
    @@ -4816,18 +4790,6 @@ user3: 干活 - - nas 中使用 tmm 刮削视频 - /2023/07/02/%E4%BD%BF%E7%94%A8-tmm-%E5%88%AE%E5%89%8A%E8%A7%86%E9%A2%91/ - 最近折腾了个自建的 nas,为了使用 jellyfin 这样的影视应用需要对视频进行刮削,对于电视剧来说还是有些不一样的,
    比如我要刮削这部经典电视剧纪晓岚

    像这样的命名方式在 tmm 中是无法识别的,或者就得一集一集进行制定刮削,

    所以第一步需要进行改名
    比如这是第一季的,那就是 S01,然后按集数 E01,第一季第一集的文件名就是 S01E01.mkv
    然后右键点击搜索刮削,默认会以文件夹名进行搜索,是在 tmdb 数据库进行搜索

    这样除非文件夹名很符合要求,一般都刮削不出来,所以需要有两种刮削方式,一种就是比较标准的命名,这样的名字可以手动先去豆瓣或者 tmdb 搜索,另一个种也可以在豆瓣找到 imdb 的 id 进行搜索

    但有时候也会搜不到,比如这个纪晓岚就是搜不到,但是之前的一些韩剧什么的很多都能搜到

    这个其实是最基本的刮削,但是这样刮削了需要在 jellyfin 那取消元数据下载
    ,这样就不会被覆盖

    -]]>
    - - nas - - - nas - -
    在老丈人家的小工记四 /2020/09/26/%E5%9C%A8%E8%80%81%E4%B8%88%E4%BA%BA%E5%AE%B6%E7%9A%84%E5%B0%8F%E5%B7%A5%E8%AE%B0%E5%9B%9B/ @@ -4886,6 +4848,65 @@ user3: 干活 + + 屯菜惊魂记 + /2022/04/24/%E5%B1%AF%E8%8F%9C%E6%83%8A%E9%AD%82%E8%AE%B0/ + 因某国际大都市的给力表现,昨儿旁边行政区启动应急响应,同事早上就在群里说要去超市买菜了,到了超市人还特别多,由于来的就是我们经常去的那家超市,一方面为了安全,另一方面是怕已经抢不到了,就去了另一家比较远的超市,开车怕没车位就骑了小电驴,还下着小雨,结果到了超市差不多 12 点多,超市里出来的人都是推着一整车一整车的物资,有些比较像我,整箱的泡面,好几提纸巾,还有各种吃的,都是整箱整箱的,进了超市发现结账包括自助结账的都排很长的队,到了蔬菜货架附近,差点哼起那首歌“空空如也~”,新鲜蔬菜基本已被抢空,只剩下一些卖相不太好的土豆番薯之类的,也算是意料之外情理之中了,本来以为这家超市稍微离封控区远一些会空一点,结果就是所谓的某大都市封控了等物资,杭州市是屯了物资等封控,新鲜蔬菜没了我们也只能买点其他的,神奇的是水果基本都在,可能困难时期水果不算必需品了?还是水果基本人人都已经储备了很多,不太能理解,虽然水果还在,但是称重的地方也还有好多人排队,我们采取了并行策略,LD 在那排队,遥控指挥我去拿其他物资,拿了点碱水面,黑米,那黑米的时候还闹了个乌龙,因为前面就是散装鸡蛋的堆货的地方,结果我们以为是在那后面排队,结果称重那个在那散步了,我们还在那排队,看到后面排队,那几个挑的人也该提醒下吧,几个鸡蛋挑了半天,看看人家大妈,直接拿了四盘,看了下牛奶货架也比较空,不过还有致优跟优倍,不过不算很实惠,本来想买,只是后来赶着去结账,就给忘了,称好了黑米去看了下肉,结果肉也没了,都在买猪蹄,我们也不太爱吃猪蹄,就买了点鸡胸肉,整体看起来我们买的东西真的有点格格不入,不买泡面(因为 LD 不让买了),也不屯啥米和鸡蛋,其实鸡蛋已经买了,米也买了,其他的本身冰箱小也放不下太多东西,我是觉得还可能在屯一点这那的,LD 觉得太多了,基本的米面油有了,其他调味品什么也有了。后面就是排队结账,我去排的时候刚好前面一个小伙子跟大妈在争执,大妈说我们差不多时间来的,你要排前面就前面,小伙子有点不高兴,觉得她就是插队,哈哈,平时一般这种剧情都是发生在我身上的,这会看着前面的吵起来还是很开心的,终于有跟我一样较真的人了,有时候总觉得我是个很纠结,很较真的人,但是我现在慢慢认可了这种较真,如果没有人指出来这种是插队行为,是不对的,就会有越来越多的人觉得是可以随意插队的,正确的事应该要坚持,很多情况大家总是觉得多一事不如少一事,鸡毛蒜皮的没什么好计较的,正是这种想法,那么多人才不管任何规则,反而搞得像遵守规则都是傻 X 似的。回到屯物资,后面结账排到队了也没来得及买原来想买的花生牛奶什么的,毕竟那么多人排着队,回家后因为没有蔬菜,结果就只能吃干菜汤和饭了

    +]]>
    + + 生活 + + + 生活 + 囤物资 + +
    + + springboot 请求响应处理流程 + /2023/08/27/springboot-%E8%AF%B7%E6%B1%82%E5%93%8D%E5%BA%94%E5%A4%84%E7%90%86%E6%B5%81%E7%A8%8B/ + Tomcat 会把请求委托到
    org.springframework.web.servlet.DispatcherServlet#doService

    +
    protected void doService(HttpServletRequest request, HttpServletResponse response) throws Exception {
    logRequest(request);

    // 省略前面的代码
    try {
    doDispatch(request, response);
    }
    +

    然后就是调用
    org.springframework.web.servlet.DispatcherServlet#doDispatch

    +
    protected void doDispatch(HttpServletRequest request, HttpServletResponse response) throws Exception {

    try {
    ModelAndView mv = null;
    Exception dispatchException = null;

    try {
    processedRequest = checkMultipart(request);
    multipartRequestParsed = (processedRequest != request);

    // 去获取处理器
    // Determine handler for the current request.
    mappedHandler = getHandler(processedRequest);
    if (mappedHandler == null) {
    noHandlerFound(processedRequest, response);
    return;
    }

    // Determine handler adapter for the current request.
    HandlerAdapter ha = getHandlerAdapter(mappedHandler.getHandler());

    // Process last-modified header, if supported by the handler.
    String method = request.getMethod();
    boolean isGet = HttpMethod.GET.matches(method);
    if (isGet || HttpMethod.HEAD.matches(method)) {
    long lastModified = ha.getLastModified(request, mappedHandler.getHandler());
    if (new ServletWebRequest(request, response).checkNotModified(lastModified) && isGet) {
    return;
    }
    }

    if (!mappedHandler.applyPreHandle(processedRequest, response)) {
    return;
    }

    // Actually invoke the handler.
    mv = ha.handle(processedRequest, response, mappedHandler.getHandler());

    +

    看下这里的逻辑

    +
    @Nullable
    protected HandlerExecutionChain getHandler(HttpServletRequest request) throws Exception {
    if (this.handlerMappings != null) {
    for (HandlerMapping mapping : this.handlerMappings) {
    HandlerExecutionChain handler = mapping.getHandler(request);
    if (handler != null) {
    return handler;
    }
    }
    }
    return null;
    }
    +

    可以看到有这些 HandlerMapping

    而这里面就是前面提到过的
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerMapping
    从这就能找到具体的 Handler
    com.nicksxs.spbdemo.controller.DemoController#test()
    这就是我简单的示例代码

    +
    @RequestMapping(value = "/test", method = RequestMethod.GET)
    @ResponseBody
    public DemoResponse test() {
    String item = "{\"id\": 1, \"name\": \"nick\"}";
    ParserConfig parserConfig = ParserConfig.getGlobalInstance();
    parserConfig.propertyNamingStrategy = PropertyNamingStrategy.SnakeCase;
    DemoResponse response = JSON.parseObject(item, DemoResponse.class, parserConfig);
    return response;
    }
    +

    下一步是再获取处理器的适配器,
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter

    +
    protected HandlerAdapter getHandlerAdapter(Object handler) throws ServletException {
    if (this.handlerAdapters != null) {
    for (HandlerAdapter adapter : this.handlerAdapters) {
    if (adapter.supports(handler)) {
    return adapter;
    }
    }
    }
    throw new ServletException("No adapter for handler [" + handler +
    "]: The DispatcherServlet configuration needs to include a HandlerAdapter that supports this handler");
    }
    +

    正好这个适配器是调用的父类的 supports 方法

    +
    @Override
    public final boolean supports(Object handler) {
    return (handler instanceof HandlerMethod && supportsInternal((HandlerMethod) handler));
    }
    +

    而我这个com.nicksxs.spbdemo.controller.DemoController#test()
    就是个包装好的 HandlerMethod
    然后就是调用 hahandle 方法,也是通过模板方法,实际调用的是
    org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter#handle

    +
    @Override
    @Nullable
    public final ModelAndView handle(HttpServletRequest request, HttpServletResponse response, Object handler)
    throws Exception {

    return handleInternal(request, response, (HandlerMethod) handler);
    }
    +

    然后调用
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter#handleInternal

    +
    @Override
    protected ModelAndView handleInternal(HttpServletRequest request,
    HttpServletResponse response, HandlerMethod handlerMethod) throws Exception {

    ModelAndView mav;
    checkRequest(request);

    // Execute invokeHandlerMethod in synchronized block if required.
    if (this.synchronizeOnSession) {
    HttpSession session = request.getSession(false);
    if (session != null) {
    Object mutex = WebUtils.getSessionMutex(session);
    synchronized (mutex) {
    mav = invokeHandlerMethod(request, response, handlerMethod);
    }
    }
    else {
    // No HttpSession available -> no mutex necessary
    mav = invokeHandlerMethod(request, response, handlerMethod);
    }
    }
    else {
    // 是否要锁定 session,否则走到这
    // No synchronization on session demanded at all...
    mav = invokeHandlerMethod(request, response, handlerMethod);
    }
    + +

    继续调用
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter#invokeHandlerMethod

    +
    @Nullable
    protected ModelAndView invokeHandlerMethod(HttpServletRequest request,
    HttpServletResponse response, HandlerMethod handlerMethod) throws Exception {

    ServletWebRequest webRequest = new ServletWebRequest(request, response);
    try {
    WebDataBinderFactory binderFactory = getDataBinderFactory(handlerMethod);
    ModelFactory modelFactory = getModelFactory(handlerMethod, binderFactory);

    // 包装调用方法,
    ServletInvocableHandlerMethod invocableMethod = createInvocableHandlerMethod(handlerMethod);
    // 省略一部分非本次关注核心代码
    // 然后是调用到这
    invocableMethod.invokeAndHandle(webRequest, mavContainer);
    if (asyncManager.isConcurrentHandlingStarted()) {
    return null;
    }

    return getModelAndView(mavContainer, modelFactory, webRequest);
    }
    finally {
    webRequest.requestCompleted();
    }
    }
    +

    稍微再看一眼
    第一步是
    org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter#createInvocableHandlerMethod

    +
    protected ServletInvocableHandlerMethod createInvocableHandlerMethod(HandlerMethod handlerMethod) {
    return new ServletInvocableHandlerMethod(handlerMethod);
    }
    +

    第二步是
    org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod#ServletInvocableHandlerMethod(org.springframework.web.method.HandlerMethod)

    +
       public ServletInvocableHandlerMethod(HandlerMethod handlerMethod) {
    super(handlerMethod);
    }
    +

    第三步是
    org.springframework.web.method.support.InvocableHandlerMethod#InvocableHandlerMethod(org.springframework.web.method.HandlerMethod)

    +
       public InvocableHandlerMethod(HandlerMethod handlerMethod) {
    super(handlerMethod);
    }
    +

    第四步是
    org.springframework.web.method.HandlerMethod#HandlerMethod(org.springframework.web.method.HandlerMethod)

    +
    protected HandlerMethod(HandlerMethod handlerMethod) {
    Assert.notNull(handlerMethod, "HandlerMethod is required");
    this.bean = handlerMethod.bean;
    this.beanFactory = handlerMethod.beanFactory;
    this.beanType = handlerMethod.beanType;
    this.method = handlerMethod.method;
    this.bridgedMethod = handlerMethod.bridgedMethod;
    this.parameters = handlerMethod.parameters;
    this.responseStatus = handlerMethod.responseStatus;
    this.responseStatusReason = handlerMethod.responseStatusReason;
    this.description = handlerMethod.description;
    this.resolvedFromHandlerMethod = handlerMethod.resolvedFromHandlerMethod;
    }
    +

    这是个继承关系,一直调用到最顶层的父类的构造方法,其实就是拷贝,然后继续调用
    org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod#invokeAndHandle

    +
    public void invokeAndHandle(ServletWebRequest webRequest, ModelAndViewContainer mavContainer,
    Object... providedArgs) throws Exception {

    // 调用请求
    Object returnValue = invokeForRequest(webRequest, mavContainer, providedArgs);
    // 稍微忽略下后面的代码
    }
    +

    继续调用
    org.springframework.web.method.support.InvocableHandlerMethod#invokeForRequest

    +
    @Nullable
    public Object invokeForRequest(NativeWebRequest request, @Nullable ModelAndViewContainer mavContainer,
    Object... providedArgs) throws Exception {

    Object[] args = getMethodArgumentValues(request, mavContainer, providedArgs);
    if (logger.isTraceEnabled()) {
    logger.trace("Arguments: " + Arrays.toString(args));
    }
    return doInvoke(args);
    }
    +

    来到了最核心处
    org.springframework.web.method.support.InvocableHandlerMethod#doInvoke

    +
    @Nullable
    protected Object doInvoke(Object... args) throws Exception {
    Method method = getBridgedMethod();
    ReflectionUtils.makeAccessible(method);
    try {
    if (KotlinDetector.isSuspendingFunction(method)) {
    return CoroutinesUtils.invokeSuspendingFunction(method, getBean(), args);
    }
    // 会走到这里,获取到 bean,而这个 bean 就是前面构造方法里赋值的,最开始被放在 handler 里面,然后调用方法
    return method.invoke(getBean(), args);
    }
    +]]>
    + + Java + SpringBoot + + + Java + SpringBoot + +
    我是如何走上跑步这条不归路的 /2020/07/26/%E6%88%91%E6%98%AF%E5%A6%82%E4%BD%95%E8%B5%B0%E4%B8%8A%E8%B7%91%E6%AD%A5%E8%BF%99%E6%9D%A1%E4%B8%8D%E5%BD%92%E8%B7%AF%E7%9A%84/ @@ -4907,6 +4928,22 @@ user3: 跑步 + + 折腾记-给玩客云刷上Armbian + /2024/03/31/%E6%8A%98%E8%85%BE%E8%AE%B0-%E7%BB%99%E7%8E%A9%E5%AE%A2%E4%BA%91%E5%88%B7%E4%B8%8AArmbian/ + 之前买来玩客云作为轻nas使用,但是由于只能外接硬盘,并且是usb2.0的接口,使用体验不是特别好,并且前期作为老母鸡还能兑换视频会员这种,后面取消了就不怎么使用了,前阵子玩客云停止提供服务了,所以就想可以折腾下,比如Armbian这样的,可以作为轻量服务器使用,功耗也比较低,跑一些简单的docker还是可以的,

    配置是这样的,存储小了点,其他就是一个普通小服务器的配置了,usb2.0有点弱,但是现在有一些是正常退役,还有很多是PCDN被禁了宽带以后咸鱼出售的,带上电源跟网线才30左右,还是比较有性价比的
    首先机器有几个版本,主要是1.0跟1.3,要注意1.3版本的主板上有个混淆点,会有一个1.2的版本,指的是具体存储或者网卡等组件的版本,玩客云版本是较大的 V1.3,而1.0则是比较小的字体,而且据网上的资料,1.0版本是有个MAC地址的贴条

    可以看上图的标示,箭头指向的是短接点,这是1.0版本的,1.3版本是找不到这个短接点,而是在反面(有S805芯片和存储的一面)
    新版手边没有,借用一张恩山的图

    这个在最开始我刷第一个的时候比较困扰我,因为不确定版本,网上又有很多都是只截一小块区域的图,也不知道相对位置
    首先如果是从闲鱼买来的已经刷成PCDN,某心云的需要通过短接刷底包之后再刷入系统,可以先用吹风机热风吹一会后盖,然后用一字螺丝刀从SD卡槽把外层的一片壳撬开,然后通过十字螺丝刀拧开之后就可以把主板拿出来
    然后需要镊子或者其他铁丝,能够短接的就行,外加一个双公头USB线
    刷机工具包可以用我这个分享的

    +
    https://www.alipan.com/s/sd4Wi6TDzeP
    提取码: 84or
    +

    第一步打开USB Burning Tool, 要短接刷入update.img

    通过文件导入网盘里的 update.img,然后先用双公头USB线连接电脑的USB口和玩客云靠近HDMI口的USB口,如果方便最好接到电脑后置的USB口,防止不稳定刷机终端,接下来就需要短接了,这里的姿势要先短接好,保持稳定,然后插上电源线,这里如果连接成功就会在软件左上会显示一栏连接成功,如果电脑连接音响也会有叮咚这样的声音,接下去就可以点开始进行刷入底包了,这里最大的困难点就是保持短接稳定后插电源,并且继续保持稳定刷入底包,底包刷入会比较快,等到刷机进度条走完刷成功后就点停止,然后关闭软件,拔掉玩客云电源,拔掉USB
    第二步是刷入Armbian系统,根据一些教程有些说需要先刷入5.8,我这边是直接刷入了5.9的系统,也就多一步,准备一个U盘,16G或者8G都行,先用Etcher把5.8系统刷入U盘,刷入完成后再关闭软件,推出U盘,将U盘插入玩客云上靠近网口的USB口,然后再通电,指示灯会蓝色-> 绿色 -> 蓝紫闪烁 -> 蓝色,这样就是刷机成功了,会需要一点时间,刷机完成后再把5.9的的刷入U盘,再继续刚才的步骤,此时需要把网线插入玩客云,等待正常亮灯显示后,在路由器上可以找到一个aml-s812的设备,在通过ssh连接,账号是root,密码是1234,进入系统后通过以下命令就可以刷入emmc了

    +
    cd /boot/install  sudo ./install.sh
    +

    完成后会自动断开,拔掉U盘后再用同样方法连接就可以了,后续怎么使用就是Linux相关的了,后面也可以讲下docker的操作,但要注意架构,这个是arm架构32位的

    +]]>
    + + 折腾 + + + 折腾 + +
    搬运两个 StackOverflow 上的 Mysql 编码相关的问题解答 /2022/01/16/%E6%90%AC%E8%BF%90%E4%B8%A4%E4%B8%AA-StackOverflow-%E4%B8%8A%E7%9A%84-Mysql-%E7%BC%96%E7%A0%81%E7%9B%B8%E5%85%B3%E7%9A%84%E9%97%AE%E9%A2%98%E8%A7%A3%E7%AD%94/ @@ -5020,16 +5057,42 @@ user3: - 屯菜惊魂记 - /2022/04/24/%E5%B1%AF%E8%8F%9C%E6%83%8A%E9%AD%82%E8%AE%B0/ - 因某国际大都市的给力表现,昨儿旁边行政区启动应急响应,同事早上就在群里说要去超市买菜了,到了超市人还特别多,由于来的就是我们经常去的那家超市,一方面为了安全,另一方面是怕已经抢不到了,就去了另一家比较远的超市,开车怕没车位就骑了小电驴,还下着小雨,结果到了超市差不多 12 点多,超市里出来的人都是推着一整车一整车的物资,有些比较像我,整箱的泡面,好几提纸巾,还有各种吃的,都是整箱整箱的,进了超市发现结账包括自助结账的都排很长的队,到了蔬菜货架附近,差点哼起那首歌“空空如也~”,新鲜蔬菜基本已被抢空,只剩下一些卖相不太好的土豆番薯之类的,也算是意料之外情理之中了,本来以为这家超市稍微离封控区远一些会空一点,结果就是所谓的某大都市封控了等物资,杭州市是屯了物资等封控,新鲜蔬菜没了我们也只能买点其他的,神奇的是水果基本都在,可能困难时期水果不算必需品了?还是水果基本人人都已经储备了很多,不太能理解,虽然水果还在,但是称重的地方也还有好多人排队,我们采取了并行策略,LD 在那排队,遥控指挥我去拿其他物资,拿了点碱水面,黑米,那黑米的时候还闹了个乌龙,因为前面就是散装鸡蛋的堆货的地方,结果我们以为是在那后面排队,结果称重那个在那散步了,我们还在那排队,看到后面排队,那几个挑的人也该提醒下吧,几个鸡蛋挑了半天,看看人家大妈,直接拿了四盘,看了下牛奶货架也比较空,不过还有致优跟优倍,不过不算很实惠,本来想买,只是后来赶着去结账,就给忘了,称好了黑米去看了下肉,结果肉也没了,都在买猪蹄,我们也不太爱吃猪蹄,就买了点鸡胸肉,整体看起来我们买的东西真的有点格格不入,不买泡面(因为 LD 不让买了),也不屯啥米和鸡蛋,其实鸡蛋已经买了,米也买了,其他的本身冰箱小也放不下太多东西,我是觉得还可能在屯一点这那的,LD 觉得太多了,基本的米面油有了,其他调味品什么也有了。后面就是排队结账,我去排的时候刚好前面一个小伙子跟大妈在争执,大妈说我们差不多时间来的,你要排前面就前面,小伙子有点不高兴,觉得她就是插队,哈哈,平时一般这种剧情都是发生在我身上的,这会看着前面的吵起来还是很开心的,终于有跟我一样较真的人了,有时候总觉得我是个很纠结,很较真的人,但是我现在慢慢认可了这种较真,如果没有人指出来这种是插队行为,是不对的,就会有越来越多的人觉得是可以随意插队的,正确的事应该要坚持,很多情况大家总是觉得多一事不如少一事,鸡毛蒜皮的没什么好计较的,正是这种想法,那么多人才不管任何规则,反而搞得像遵守规则都是傻 X 似的。回到屯物资,后面结账排到队了也没来得及买原来想买的花生牛奶什么的,毕竟那么多人排着队,回家后因为没有蔬菜,结果就只能吃干菜汤和饭了

    + 在老丈人家的小工记五 + /2020/10/18/%E5%9C%A8%E8%80%81%E4%B8%88%E4%BA%BA%E5%AE%B6%E7%9A%84%E5%B0%8F%E5%B7%A5%E8%AE%B0%E4%BA%94/ + 终于回忆起来了,年纪大了写这种东西真的要立马写,不然很容易想不起来,那天应该是 9 月 12 日,也就是上周六,因为我爸也去了,而且娘亲(丈母娘,LD 这么叫,我也就随了她这么叫,当然是背后,当面就叫妈)也在那,早上一到那二爹就给我爸指挥了活,要挖一条院子的出水道,自己想出来的词,因为觉得下水道是竖的,在那稍稍帮了一会会忙,然后我还是比较惯例的跟着 LD 还有娘亲去住的家里,主要是老丈人可能也不太想让我干太累的活,因为上次已经差不多把三楼都整理干净了,然后就是二楼了,二楼说实话我也帮不上什么忙,主要是衣服被子什么的,正好是有张以前小孩子睡过的那种摇篮床,看上去虽然有一些破损,整体还是不错的,所以打算拿过去,我就负责把它拆掉了,比较简单的是只要拧螺丝就行了,但是其实是用了好多好多工具才搞定的,一开始只要螺丝刀就行了,但是因为年代久了,后面的螺帽也有点锈住或者本身就会串着会一起动,所以拿来了个扳手,大部分的其实都被这两个工具给搞定了,但是后期大概还剩下四分之一的时候,有一颗完全锈住,并且螺纹跟之前那些都不一样,但是这个已经是最大的螺丝刀了,也没办法换个大的了,所以又去找来个一字的,因为十字的不是也可以用一字的拧嘛,结果可能是我买的工具箱里的一字螺丝刀太新了,口子那很锋利,直接把螺丝花纹给划掉了,大的小的都划掉,然后真的变成凹进去一个圆柱体了,然后就想能不能隔一层布去拧,然而因为的确是已经变成圆柱体了,布也不太给力,不放弃的我又去找来了个老虎钳,妄图把划掉的螺丝用老虎钳钳住,另一端用扳手拧开螺帽,但是这个螺丝跟螺帽真的是生锈的太严重了,外加上钳不太牢,完全是两边一起转,实在是没办法了,在征得同意之后,直接掰断了,火死了,一颗螺丝折腾得比我拆一张床还久,那天因为早上去的也比较晚了,然后就快吃午饭了,正好想着带一点东西过去,就把一些脸盆,泡脚桶啥的拿过去了,先是去吃了饭,还是在那家快餐店,菜的口味还是依然不错,就是人比较多,我爸旁边都是素菜,都没怎么吃远一点的荤菜,下次要早点去,把荤菜放我爸旁边😄(PS:他们家饭还是依然尴尬,需要等),吃完就开到在修的房子那把东西拿了出来,我爸已经动作很快的打了一小半的地沟了,说实话那玩意真的是很重,我之前把它从三楼拿下来,就觉得这个太重了,这次还要用起来,感觉我的手会分分钟废掉,不过一开始我还是跟着LD去了住的家里,惯例睡了午觉,那天睡得比较踏实,竟然睡了一个小时,醒了想了下,其实LD她们收拾也用不上我(没啥力气活),我还是去帮我爸他们,跟LD说了下就去了在修的老房子那,两位老爹在一起钻地,看着就很累,我连忙上去想换一会他们,因为刚好是钻到混凝土地线,特别难,力道不够就会滑开,用蛮力就是钻进去拔不出来,原理是因为本身浇的时候就是很紧实的,需要边钻边动,那家伙实在是太重了,真的是汗如雨下,基本是三个人轮流来,我是个添乱的,经常卡住,然后把地线,其实就是一条混凝土横梁,里面还有14跟18的钢筋,需要割断,这个割断也是很有技巧,钢筋本身在里面是受到挤压的,直接用切割的,到快断掉的时候就会崩一下,非常危险,还是老丈人比较有经验,要留一点点,然后直接用榔头敲断就好了,本来以为这个是最难的了,结果下面是一块非常大的青基石,而且也是石头跟石头挤一块,边上一点点打钻有点杯水车薪,后来是用那种螺旋的钻,钻四个洞,相对位置大概是个长方形,这样子把中间这个长方形钻出来就比较容易地能拿出来了,后面的也容易搞出来了,后面的其实难度不是特别大了,主要是地沟打好之后得看看高低是不是符合要求的,不能本来是往外排水的反而外面高,这个怎么看就又很有技巧了,一般在地上的只要侧着看一下就好了,考究点就用下水平尺,但是在地下的,不用水平尺,其实可以借助于地沟里正要放进去的水管,放点水进去,看水往哪流就行了,铺好水管后,就剩填埋的活了,不是太麻烦了,那天真的是累到了,打那个混凝土的时候我真的是把我整个人压上去了,不过也挺爽的,有点把平时无处发泄的蛮力发泄出去了。

    ]]>
    生活 + 运动 + 跑步 + 干活 生活 - 囤物资 + 小技巧 + 运动 + 减肥 + 跑步 + 干活 + +
    + + 用 ollama 本地运行谷歌开源大模型 Gemma + /2024/03/24/%E7%94%A8-ollama-%E6%9C%AC%E5%9C%B0%E8%BF%90%E8%A1%8C%E5%A4%A7%E6%A8%A1%E5%9E%8B/ + 原先在 23 年初的时候调研过一些国产的大模型,包括复旦开源的 MOSS 和清华的 ChatGLM,那时候还是早期版本,需要在 Linux 上,并且有比较好的显卡,而且一般来讲都得是 N 卡,过程中需要安装 pytorch和比较多依赖,并且当时的效果也还比较差,所以后面就没有长期使用。
    最近看到谷歌在 2 月份开源了大模型 Gemma ,gemma 的博客在这里,想要在本地运行这个模型在现在这个阶段也变得简单很多,因为我们有了 ollama 工具

    可以通过这个工具来运行大模型,并且已经支持了谷歌开源的 Gemma

    我这边本地是 MacBook Pro 14 寸的,m3 pro 的处理器,18g 内存,刚好可以用 7b 量化的模型

    这里有推荐的模型和内存推荐匹配规则,16g 可以运行 13B 及以下模型
    下载安装完后我们可以用以下命令

    +
    ollama run gemma:7b
    +

    这里需要拉取模型,约5.2g 大小,考虑网络原因可能会比较慢

    我们可以简单来试试问个问题


    看出来回答的还是比较丰富的,谷歌出品还是比较有水平的,不至于像 ChatGLM 最初版本的在不做调优的情况下甚至有点前言不搭后语
    对于想使用 chatgpt 但是没条件,这也算是个低配平替了, 并且已经是个比较可用的了,同时也方便进行学习调优等
    如果想要类似于 chatgpt 那样的网页版,可以安装 open-webui
    可以通过 webui 访问 ollama 运行的大模型,
    用 docker 启动的命令也贴一下

    +
    docker run -d -p 3000:8080 --add-host=host.docker.internal:host-gateway -v open-webui:/app/backend/data --name open-webui --restart always ghcr.io/open-webui/open-webui:main
    +

    不过有个小问题就是 docker 镜像拉取会有点慢,可以添加下国内镜像加速

    +
    {
    "registry-mirrors": [
    "https://dockerproxy.com",
    "https://docker.mirrors.ustc.edu.cn",
    "https://docker.nju.edu.cn"
    ]
    }
    +


    这里有一个小区别,Gemma 在多轮会话的时候会在前面的答案基础上再完善。

    +

    补充一个在 windows 环境下,cpu 跑模型的也是可行的

    现在是大模型可以深入千家万户了,大家都可以尝试下,如果对日常的工作学习有一些效率上的提升也是好的

    +]]>
    + + LLM + + + LLM
    @@ -5048,45 +5111,6 @@ user3: 影评 - - 聊一下 Java 的日志系列一 - /2024/01/07/%E8%81%8A%E4%B8%80%E4%B8%8B-Java-%E7%9A%84%E6%97%A5%E5%BF%97%E7%B3%BB%E5%88%97%E4%B8%80/ - 我们在使用 Java 的日志库的时候,比如我们现在项目在用的 logback,可以配置滚动策略,简单介绍下启动逻辑,这里我们定义的是
    ch.qos.logback.core.rolling.SizeAndTimeBasedRollingPolicy 它是继承了 ch.qos.logback.core.rolling.TimeBasedRollingPolicy
    它的启动方法就是下面这个 start 方法

    -
    public void start() {
    SizeAndTimeBasedFNATP<E> sizeAndTimeBasedFNATP = new SizeAndTimeBasedFNATP<E>(Usage.EMBEDDED);
    if(maxFileSize == null) {
    addError("maxFileSize property is mandatory.");
    return;
    } else {
    addInfo("Archive files will be limited to ["+maxFileSize+"] each.");
    }

    sizeAndTimeBasedFNATP.setMaxFileSize(maxFileSize);
    timeBasedFileNamingAndTriggeringPolicy = sizeAndTimeBasedFNATP;

    if(!isUnboundedTotalSizeCap() && totalSizeCap.getSize() < maxFileSize.getSize()) {
    addError("totalSizeCap of ["+totalSizeCap+"] is smaller than maxFileSize ["+maxFileSize+"] which is non-sensical");
    return;
    }

    // most work is done by the parent
    super.start();
    }
    -

    配置了 timeBasedFileNamingAndTriggeringPolicy 策略

    -

    然后调用了父类的启动方法,主要看下父类的

    -
    public void start() {
    // set the LR for our utility object
    renameUtil.setContext(this.context);

    // find out period from the filename pattern
    if (fileNamePatternStr != null) {
    fileNamePattern = new FileNamePattern(fileNamePatternStr, this.context);
    determineCompressionMode();
    } else {
    addWarn(FNP_NOT_SET);
    addWarn(CoreConstants.SEE_FNP_NOT_SET);
    throw new IllegalStateException(FNP_NOT_SET + CoreConstants.SEE_FNP_NOT_SET);
    }

    compressor = new Compressor(compressionMode);
    compressor.setContext(context);

    // wcs : without compression suffix
    fileNamePatternWithoutCompSuffix = new FileNamePattern(Compressor.computeFileNameStrWithoutCompSuffix(fileNamePatternStr, compressionMode), this.context);

    addInfo("Will use the pattern " + fileNamePatternWithoutCompSuffix + " for the active file");

    if (compressionMode == CompressionMode.ZIP) {
    String zipEntryFileNamePatternStr = transformFileNamePattern2ZipEntry(fileNamePatternStr);
    zipEntryFileNamePattern = new FileNamePattern(zipEntryFileNamePatternStr, context);
    }

    if (timeBasedFileNamingAndTriggeringPolicy == null) {
    timeBasedFileNamingAndTriggeringPolicy = new DefaultTimeBasedFileNamingAndTriggeringPolicy<E>();
    }
    timeBasedFileNamingAndTriggeringPolicy.setContext(context);
    timeBasedFileNamingAndTriggeringPolicy.setTimeBasedRollingPolicy(this);
    timeBasedFileNamingAndTriggeringPolicy.start();

    if (!timeBasedFileNamingAndTriggeringPolicy.isStarted()) {
    addWarn("Subcomponent did not start. TimeBasedRollingPolicy will not start.");
    return;
    }

    // the maxHistory property is given to TimeBasedRollingPolicy instead of to
    // the TimeBasedFileNamingAndTriggeringPolicy. This makes it more convenient
    // for the user at the cost of inconsistency here.
    if (maxHistory != UNBOUND_HISTORY) {
    archiveRemover = timeBasedFileNamingAndTriggeringPolicy.getArchiveRemover();
    archiveRemover.setMaxHistory(maxHistory);
    archiveRemover.setTotalSizeCap(totalSizeCap.getSize());
    if (cleanHistoryOnStart) {
    addInfo("Cleaning on start up");
    Date now = new Date(timeBasedFileNamingAndTriggeringPolicy.getCurrentTime());
    cleanUpFuture = archiveRemover.cleanAsynchronously(now);
    }
    } else if (!isUnboundedTotalSizeCap()) {
    addWarn("'maxHistory' is not set, ignoring 'totalSizeCap' option with value ["+totalSizeCap+"]");
    }

    super.start();
    }
    -
      -
    • 第一步是给 renameUtil 设置 context

      -
    • -
    • 第二步是判断 fileNamePatternStr是否已配置,没配置会报错,如果配置了就会去判断压缩格式,是否要压缩以及压缩的是 gz 还是 zip

      -
    • -
    • 第三步就是设置压缩器了

      -
    • -
    • 第四步是判断文件后缀格式,注意是不带压缩格式的

      -
    • -
    • 第五步是判断 timeBasedFileNamingAndTriggeringPolicy 是否已设置,这里是在子类里已经设置了 ch.qos.logback.core.rolling.SizeAndTimeBasedFNATP 否则就是 ch.qos.logback.core.rolling.DefaultTimeBasedFileNamingAndTriggeringPolicy 这个默认的

      -
    • -
    • 第六步比较重要就是启动 timeBasedFileNamingAndTriggeringPolicy

      -
    • -
    -

    timeBasedFileNamingAndTriggeringPolicy 的启动逻辑里首先是调用了 SizeAndTimeBasedFNATP 的 start 方法,然后里面最开始调用了父类的 start

    -
    public void start() {
    // we depend on certain fields having been initialized in super class
    super.start();

    if(usage == Usage.DIRECT) {
    addWarn(CoreConstants.SIZE_AND_TIME_BASED_FNATP_IS_DEPRECATED);
    addWarn("For more information see "+MANUAL_URL_PREFIX+"appenders.html#SizeAndTimeBasedRollingPolicy");
    }

    if (!super.isErrorFree())
    return;


    if (maxFileSize == null) {
    addError("maxFileSize property is mandatory.");
    withErrors();
    }

    if (!validateDateAndIntegerTokens()) {
    withErrors();
    return;
    }

    archiveRemover = createArchiveRemover();
    archiveRemover.setContext(context);

    // we need to get the correct value of currentPeriodsCounter.
    // usually the value is 0, unless the appender or the application
    // is stopped and restarted within the same period
    String regex = tbrp.fileNamePattern.toRegexForFixedDate(dateInCurrentPeriod);
    String stemRegex = FileFilterUtil.afterLastSlash(regex);

    computeCurrentPeriodsHighestCounterValue(stemRegex);

    if (isErrorFree()) {
    started = true;
    }
    }
    -

    也就是下面的代码

    -
    public void start() {
    DateTokenConverter<Object> dtc = tbrp.fileNamePattern.getPrimaryDateTokenConverter();
    if (dtc == null) {
    throw new IllegalStateException("FileNamePattern [" + tbrp.fileNamePattern.getPattern() + "] does not contain a valid DateToken");
    }

    if (dtc.getTimeZone() != null) {
    rc = new RollingCalendar(dtc.getDatePattern(), dtc.getTimeZone(), Locale.getDefault());
    } else {
    rc = new RollingCalendar(dtc.getDatePattern());
    }
    addInfo("The date pattern is '" + dtc.getDatePattern() + "' from file name pattern '" + tbrp.fileNamePattern.getPattern() + "'.");
    rc.printPeriodicity(this);

    if (!rc.isCollisionFree()) {
    addError("The date format in FileNamePattern will result in collisions in the names of archived log files.");
    addError(CoreConstants.MORE_INFO_PREFIX + COLLIDING_DATE_FORMAT_URL);
    withErrors();
    return;
    }

    setDateInCurrentPeriod(new Date(getCurrentTime()));
    if (tbrp.getParentsRawFileProperty() != null) {
    File currentFile = new File(tbrp.getParentsRawFileProperty());
    if (currentFile.exists() && currentFile.canRead()) {
    setDateInCurrentPeriod(new Date(currentFile.lastModified()));
    }
    }
    addInfo("Setting initial period to " + dateInCurrentPeriod);
    computeNextCheck();
    }
    -

    前面是日期时区等配置处理,然后是判断按日期生成的文件会不会冲突,接下去是设置当前时间段,如果配置了日志文件的话就会把当前时间段设置成已有的日志文件的最后更改时间,最后的 computeNextCheck 比较重要

    -

    主要是下面的方法

    -
    protected void computeNextCheck() {
    nextCheck = rc.getNextTriggeringDate(dateInCurrentPeriod).getTime();
    }
    public Date getNextTriggeringDate(Date now) {
    return getEndOfNextNthPeriod(now, 1);
    }
    public Date getEndOfNextNthPeriod(Date now, int periods) {
    return innerGetEndOfNextNthPeriod(this, this.periodicityType, now, periods);
    }
    static private Date innerGetEndOfNextNthPeriod(Calendar cal, PeriodicityType periodicityType, Date now, int numPeriods) {
    cal.setTime(now);
    switch (periodicityType) {
    case TOP_OF_MILLISECOND:
    cal.add(Calendar.MILLISECOND, numPeriods);
    break;

    case TOP_OF_SECOND:
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.SECOND, numPeriods);
    break;

    case TOP_OF_MINUTE:
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.MINUTE, numPeriods);
    break;

    case TOP_OF_HOUR:
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.HOUR_OF_DAY, numPeriods);
    break;

    case TOP_OF_DAY:
    cal.set(Calendar.HOUR_OF_DAY, 0);
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.DATE, numPeriods);
    break;

    case TOP_OF_WEEK:
    cal.set(Calendar.DAY_OF_WEEK, cal.getFirstDayOfWeek());
    cal.set(Calendar.HOUR_OF_DAY, 0);
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.WEEK_OF_YEAR, numPeriods);
    break;

    case TOP_OF_MONTH:
    cal.set(Calendar.DATE, 1);
    cal.set(Calendar.HOUR_OF_DAY, 0);
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.MONTH, numPeriods);
    break;

    default:
    throw new IllegalStateException("Unknown periodicity type.");
    }

    return cal.getTime();
    -

     会按照我们设置的 FileNamePattern 中的 datePattern 来推断 periodicityType,比如我们是小时滚动的,那就是 TOP_OF_HOUR ,算出来下一个时间检查点,后面会按这个判断是否作为触发事件触发日志滚动更新

    -

    父类的 start 逻辑讲完以后,子类的其实比较简单,先判断使用方式,我们这是嵌入式的,然后是父类有没有产生错误,继续是最大文件大小是否设置了,再判断日期格式是否正常,然后是归档移除类的创建,并设置到上下文中,然后计算当前时间的最大日志文件计数器,最后判断是否报错,没有的话就启动成功了

    -]]>
    - - Java - - - Java - -
    给小电驴上牌 /2022/03/20/%E7%BB%99%E5%B0%8F%E7%94%B5%E9%A9%B4%E4%B8%8A%E7%89%8C/ @@ -5101,6 +5125,44 @@ user3: 生活 + + 聊一下 Java 的日志系列三 + /2024/01/21/%E8%81%8A%E4%B8%80%E4%B8%8B-Java-%E7%9A%84%E6%97%A5%E5%BF%97%E7%B3%BB%E5%88%97%E4%B8%89/ + 上周因为一些事情没有更新在这里,是因为新电脑还没到,手头没有把移动硬盘里的 time machine 恢复出来的机器,所以单独更了一篇在新建的一个 cloudflare page 服务上,总体体验还可以,就是有个小点后面可以讲一下,继续完善下 Java 的这个日志,或者说主要讲的是 logback
    前面讲了logback 的初始化逻辑,后面就是我最开始来看这个的逻辑,日志的滚动策略的触发逻辑
    我们常规的记录日志的方式比如

    +
    logger.info("log some thing and biz info: {}",biz);
    +

    这里就调用了
    ch.qos.logback.classic.Logger#info(java.lang.String, java.lang.Object)

    +
    public void info(String format, Object arg) {
    filterAndLog_1(FQCN, null, Level.INFO, format, arg, null);
    }
    +

    这里的 FQCN 就是这个类的全限定名

    +
    public static final String FQCN = ch.qos.logback.classic.Logger.class.getName();
    +

    这个具体的 filterAndLog_1 方法还是在同一个 Logger 类里的
    ch.qos.logback.classic.Logger#filterAndLog_1

    +
    private void filterAndLog_1(final String localFQCN, final Marker marker, final Level level, final String msg, final Object param, final Throwable t) {

    final FilterReply decision = loggerContext.getTurboFilterChainDecision_1(marker, this, level, msg, param, t);

    if (decision == FilterReply.NEUTRAL) {
    if (effectiveLevelInt > level.levelInt) {
    return;
    }
    } else if (decision == FilterReply.DENY) {
    return;
    }

    buildLoggingEventAndAppend(localFQCN, marker, level, msg, new Object[] { param }, t);
    }
    +

    这里面先是走过滤器逻辑,如果是拒绝的,那就不往下执行,也就不执行下面的写日志逻辑了,如果是中性的,那就判断日志级别是否符合,如果直接是拒绝就 return 了,如果是 ACCEPT 就往下执行了

    +
    public enum FilterReply {
    DENY, NEUTRAL, ACCEPT;
    }
    +

    然后继续调用同样的类的方法
    ch.qos.logback.classic.Logger#buildLoggingEventAndAppend

    +
    private void buildLoggingEventAndAppend(final String localFQCN, final Marker marker, final Level level, final String msg, final Object[] params,
    final Throwable t) {
    LoggingEvent le = new LoggingEvent(localFQCN, this, level, msg, t, params);
    le.setMarker(marker);
    callAppenders(le);
    }
    +

    先把日志包装成 LoggingEvent ,然后调用
    ch.qos.logback.classic.Logger#callAppenders

    +
    public void callAppenders(ILoggingEvent event) {
    int writes = 0;
    for (Logger l = this; l != null; l = l.parent) {
    writes += l.appendLoopOnAppenders(event);
    if (!l.additive) {
    break;
    }
    }
    // No appenders in hierarchy
    if (writes == 0) {
    loggerContext.noAppenderDefinedWarning(this);
    }
    }
    +

    这里会按 Logger 调用 appendLoopOnAppenders

    +
    private int appendLoopOnAppenders(ILoggingEvent event) {
    if (aai != null) {
    return aai.appendLoopOnAppenders(event);
    } else {
    return 0;
    }
    +

    继续调用事件的
    ch.qos.logback.core.spi.AppenderAttachableImpl#appendLoopOnAppenders

    +
    public int appendLoopOnAppenders(E e) {
    int size = 0;
    final Appender<E>[] appenderArray = appenderList.asTypedArray();
    final int len = appenderArray.length;
    for (int i = 0; i < len; i++) {
    appenderArray[i].doAppend(e);
    size++;
    }
    return size;
    }
    +

    因为 Logger 里有关联 appender,就具体调用关联的 appender 来添加日志
    然后就接着调用
    ch.qos.logback.core.UnsynchronizedAppenderBase#doAppend 方法

    +
    public void doAppend(E eventObject) {
    // WARNING: The guard check MUST be the first statement in the
    // doAppend() method.

    // prevent re-entry.
    if (Boolean.TRUE.equals(guard.get())) {
    return;
    }

    try {
    guard.set(Boolean.TRUE);

    if (!this.started) {
    if (statusRepeatCount++ < ALLOWED_REPEATS) {
    addStatus(new WarnStatus("Attempted to append to non started appender [" + name + "].", this));
    }
    return;
    }

    if (getFilterChainDecision(eventObject) == FilterReply.DENY) {
    return;
    }

    // ok, we now invoke derived class' implementation of append
    this.append(eventObject);

    } catch (Exception e) {
    if (exceptionCount++ < ALLOWED_REPEATS) {
    addError("Appender [" + name + "] failed to append.", e);
    }
    } finally {
    guard.set(Boolean.FALSE);
    }
    }
    +

    这里先判断了 guard 的状态,guard 是个 ThreadLocal,是为了拦截异常的无限循环调用,这里有些疑惑的,看了一圈可能相关的是前面的 Logger 会往父级查找,然后如果不同层级的 Logger 关联了相同的 appender 的话,或者这个 doAppend 又被其他 appender 调用了,就可能会出现循环调用,然后会在开始实际的 append的之前先设置 guard 状态,
    然后再执行 append,这里会走到
    ch.qos.logback.core.OutputStreamAppender#append

    +
    @Override
    protected void append(E eventObject) {
    if (!isStarted()) {
    return;
    }

    subAppend(eventObject);
    }
    +

    忘了补充下,我们这里使用的是
    ch.qos.logback.core.rolling.RollingFileAppender
    接下去就是调用的 RollingFileAppendersubAppend 方法

    +
    @Override
    protected void subAppend(E event) {
    // The roll-over check must precede actual writing. This is the
    // only correct behavior for time driven triggers.

    // We need to synchronize on triggeringPolicy so that only one rollover
    // occurs at a time
    synchronized (triggeringPolicy) {
    if (triggeringPolicy.isTriggeringEvent(currentlyActiveFile, event)) {
    rollover();
    }
    }

    super.subAppend(event);
    }
    +

    这里就会先判断是否触发事件,
    而这里就是主要的逻辑,看是否需要走 rollover,也就是具体的滚动逻辑

    +
    @Override
    public boolean isTriggeringEvent(File activeFile, final E event) {

    long time = getCurrentTime();

    // first check for roll-over based on time
    if (time >= nextCheck) {
    Date dateInElapsedPeriod = dateInCurrentPeriod;
    elapsedPeriodsFileName = tbrp.fileNamePatternWithoutCompSuffix.convertMultipleArguments(dateInElapsedPeriod, currentPeriodsCounter);
    currentPeriodsCounter = 0;
    setDateInCurrentPeriod(time);
    computeNextCheck();
    return true;
    }

    // next check for roll-over based on size
    if (invocationGate.isTooSoon(time)) {
    return false;
    }

    if (activeFile == null) {
    addWarn("activeFile == null");
    return false;
    }
    if (maxFileSize == null) {
    addWarn("maxFileSize = null");
    return false;
    }
    if (activeFile.length() >= maxFileSize.getSize()) {

    elapsedPeriodsFileName = tbrp.fileNamePatternWithoutCompSuffix.convertMultipleArguments(dateInCurrentPeriod, currentPeriodsCounter);
    currentPeriodsCounter++;
    return true;
    }

    return false;
    }
    +

    这里主要就用到了 nextCheck 判断,如果通过判断就可以执行滚动了,然后就是后面的判断,是否太快了,也就是 isTooSoon 然后再看当前的活跃日志以及最大文件大小是否设置,然后如果当前的活跃日志的大小超过了配置也会触发滚动

    +]]>
    + + Java + + + Java + +
    聊一下 Java 的日志系列二 /2024/01/14/%E8%81%8A%E4%B8%80%E4%B8%8B-Java-%E7%9A%84%E6%97%A5%E5%BF%97%E7%B3%BB%E5%88%97%E4%BA%8C/ @@ -5162,57 +5224,10 @@ user3:

    如果从 loggerCache 中能取到就直接获取,如果不能就会去创建

    ]]> - Java - - - Java - -
    - - 在 wsl 2 中开启 ssh 连接 - /2023/04/23/%E5%9C%A8-wsl-2-%E4%B8%AD%E5%BC%80%E5%90%AF-ssh-%E8%BF%9E%E6%8E%A5/ - 之前在 wsl 1 中开启 ssh 其实很方便,只要把 sshd 服务起来就好了,但是在 wsl 2 中就不太一样了,
    我这边使用的是 wsl 2 中的 Ubuntu 20.04,直接启动 sshd 服务是没法让其他机器连接的,而且都没有 ifconfig 命令可以查看 ip
    不过可以用直接用 ip a来查看,可以看到这个 ip 是172网段的,而在 wsl 1 中可以看到 ip 就是 win 的 ip,
    所以需要做一些操作,首先要安装 openssl-server

    -
    sudo apt update
    sudo apt install openssh-server
    -

    另外如果需要提高安全性,可以wsl 中配置 hosts.allow

    -
    sshd:192.168.xx.
    -

    先定一个子网段,然后对于ssh的配置,可以做以下修改

    -
    Port 22
    PasswordAuthentication yes
    -

    在进行重启

    -
    sudo service ssh --full-restart
    -

    配置以后发现上面的问题,没法远程登录,因为 wsl 2 是基于 hyper-v 虚拟机实现的,并且 ip 使用的是一个虚拟出来的子网 ip,所以需要在 Windows 这一层配置端口的转发,可以通过命令netsh interface portproxy show v4tov4看到

    截图是我已经添加好了的,先把原来的删除,再进行添加

    -
    netsh interface portproxy delete v4tov4 listenaddress=0.0.0.0 listenport=22
    netsh interface portproxy add v4tov4 listenaddress=0.0.0.0 listenport=22 connectaddress=172.19.129.207 connectport=22
    -

    也可以全量删除

    -
    netsh int portproxy reset all
    -

    但是这样也不能直接访问了,还需要开启防火墙

    -
    netsh advfirewall firewall add rule name="WSL SSH" dir=in action=allow protocol=TCP localport=22
    - - - -]]>
    - - wsl - - - wsl - -
    - - 用 ollama 本地运行谷歌开源大模型 Gemma - /2024/03/24/%E7%94%A8-ollama-%E6%9C%AC%E5%9C%B0%E8%BF%90%E8%A1%8C%E5%A4%A7%E6%A8%A1%E5%9E%8B/ - 原先在 23 年初的时候调研过一些国产的大模型,包括复旦开源的 MOSS 和清华的 ChatGLM,那时候还是早期版本,需要在 Linux 上,并且有比较好的显卡,而且一般来讲都得是 N 卡,过程中需要安装 pytorch和比较多依赖,并且当时的效果也还比较差,所以后面就没有长期使用。
    最近看到谷歌在 2 月份开源了大模型 Gemma ,gemma 的博客在这里,想要在本地运行这个模型在现在这个阶段也变得简单很多,因为我们有了 ollama 工具

    可以通过这个工具来运行大模型,并且已经支持了谷歌开源的 Gemma

    我这边本地是 MacBook Pro 14 寸的,m3 pro 的处理器,18g 内存,刚好可以用 7b 量化的模型

    这里有推荐的模型和内存推荐匹配规则,16g 可以运行 13B 及以下模型
    下载安装完后我们可以用以下命令

    -
    ollama run gemma:7b
    -

    这里需要拉取模型,约5.2g 大小,考虑网络原因可能会比较慢

    我们可以简单来试试问个问题


    看出来回答的还是比较丰富的,谷歌出品还是比较有水平的,不至于像 ChatGLM 最初版本的在不做调优的情况下甚至有点前言不搭后语
    对于想使用 chatgpt 但是没条件,这也算是个低配平替了, 并且已经是个比较可用的了,同时也方便进行学习调优等
    如果想要类似于 chatgpt 那样的网页版,可以安装 open-webui
    可以通过 webui 访问 ollama 运行的大模型,
    用 docker 启动的命令也贴一下

    -
    docker run -d -p 3000:8080 --add-host=host.docker.internal:host-gateway -v open-webui:/app/backend/data --name open-webui --restart always ghcr.io/open-webui/open-webui:main
    -

    不过有个小问题就是 docker 镜像拉取会有点慢,可以添加下国内镜像加速

    -
    {
    "registry-mirrors": [
    "https://dockerproxy.com",
    "https://docker.mirrors.ustc.edu.cn",
    "https://docker.nju.edu.cn"
    ]
    }
    -


    这里有一个小区别,Gemma 在多轮会话的时候会在前面的答案基础上再完善。

    -

    补充一个在 windows 环境下,cpu 跑模型的也是可行的

    现在是大模型可以深入千家万户了,大家都可以尝试下,如果对日常的工作学习有一些效率上的提升也是好的

    -]]>
    - - LLM + Java - LLM + Java
    @@ -5262,68 +5277,6 @@ user3: RocketMQ - - 聊一下 RocketMQ 的 NameServer 源码 - /2020/07/05/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84-NameServer-%E6%BA%90%E7%A0%81/ - 前面介绍了,nameserver相当于dubbo的注册中心,用与管理broker,broker会在启动的时候注册到nameserver,并且会发送心跳给namaserver,nameserver负责保存活跃的broker,包括master和slave,同时保存topic和topic下的队列,以及filter列表,然后为producer和consumer的请求提供服务。

    -

    启动过程

    public static void main(String[] args) {
    main0(args);
    }

    public static NamesrvController main0(String[] args) {

    try {
    NamesrvController controller = createNamesrvController(args);
    start(controller);
    String tip = "The Name Server boot success. serializeType=" + RemotingCommand.getSerializeTypeConfigInThisServer();
    log.info(tip);
    System.out.printf("%s%n", tip);
    return controller;
    } catch (Throwable e) {
    e.printStackTrace();
    System.exit(-1);
    }

    return null;
    }
    - -

    入口的代码时这样子,其实主要的逻辑在createNamesrvController和start方法,来看下这两个的实现

    -
    public static NamesrvController createNamesrvController(String[] args) throws IOException, JoranException {
    System.setProperty(RemotingCommand.REMOTING_VERSION_KEY, Integer.toString(MQVersion.CURRENT_VERSION));
    //PackageConflictDetect.detectFastjson();

    Options options = ServerUtil.buildCommandlineOptions(new Options());
    commandLine = ServerUtil.parseCmdLine("mqnamesrv", args, buildCommandlineOptions(options), new PosixParser());
    if (null == commandLine) {
    System.exit(-1);
    return null;
    }

    final NamesrvConfig namesrvConfig = new NamesrvConfig();
    final NettyServerConfig nettyServerConfig = new NettyServerConfig();
    nettyServerConfig.setListenPort(9876);
    if (commandLine.hasOption('c')) {
    String file = commandLine.getOptionValue('c');
    if (file != null) {
    InputStream in = new BufferedInputStream(new FileInputStream(file));
    properties = new Properties();
    properties.load(in);
    MixAll.properties2Object(properties, namesrvConfig);
    MixAll.properties2Object(properties, nettyServerConfig);

    namesrvConfig.setConfigStorePath(file);

    System.out.printf("load config properties file OK, %s%n", file);
    in.close();
    }
    }

    if (commandLine.hasOption('p')) {
    InternalLogger console = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_CONSOLE_NAME);
    MixAll.printObjectProperties(console, namesrvConfig);
    MixAll.printObjectProperties(console, nettyServerConfig);
    System.exit(0);
    }

    MixAll.properties2Object(ServerUtil.commandLine2Properties(commandLine), namesrvConfig);

    if (null == namesrvConfig.getRocketmqHome()) {
    System.out.printf("Please set the %s variable in your environment to match the location of the RocketMQ installation%n", MixAll.ROCKETMQ_HOME_ENV);
    System.exit(-2);
    }

    LoggerContext lc = (LoggerContext) LoggerFactory.getILoggerFactory();
    JoranConfigurator configurator = new JoranConfigurator();
    configurator.setContext(lc);
    lc.reset();
    configurator.doConfigure(namesrvConfig.getRocketmqHome() + "/conf/logback_namesrv.xml");

    log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);

    MixAll.printObjectProperties(log, namesrvConfig);
    MixAll.printObjectProperties(log, nettyServerConfig);

    final NamesrvController controller = new NamesrvController(namesrvConfig, nettyServerConfig);

    // remember all configs to prevent discard
    controller.getConfiguration().registerConfig(properties);

    return controller;
    }
    - -

    这个方法里其实主要是读取一些配置啥的,不是很复杂,

    -
    public static NamesrvController start(final NamesrvController controller) throws Exception {

    if (null == controller) {
    throw new IllegalArgumentException("NamesrvController is null");
    }

    boolean initResult = controller.initialize();
    if (!initResult) {
    controller.shutdown();
    System.exit(-3);
    }

    Runtime.getRuntime().addShutdownHook(new ShutdownHookThread(log, new Callable<Void>() {
    @Override
    public Void call() throws Exception {
    controller.shutdown();
    return null;
    }
    }));

    controller.start();

    return controller;
    }
    - -

    这个start里主要关注initialize方法,后面就是一个停机的hook,来看下initialize方法

    -
    public boolean initialize() {

    this.kvConfigManager.load();

    this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.brokerHousekeepingService);

    this.remotingExecutor =
    Executors.newFixedThreadPool(nettyServerConfig.getServerWorkerThreads(), new ThreadFactoryImpl("RemotingExecutorThread_"));

    this.registerProcessor();

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.routeInfoManager.scanNotActiveBroker();
    }
    }, 5, 10, TimeUnit.SECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.kvConfigManager.printAllPeriodically();
    }
    }, 1, 10, TimeUnit.MINUTES);

    if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
    // Register a listener to reload SslContext
    try {
    fileWatchService = new FileWatchService(
    new String[] {
    TlsSystemConfig.tlsServerCertPath,
    TlsSystemConfig.tlsServerKeyPath,
    TlsSystemConfig.tlsServerTrustCertPath
    },
    new FileWatchService.Listener() {
    boolean certChanged, keyChanged = false;
    @Override
    public void onChanged(String path) {
    if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
    log.info("The trust certificate changed, reload the ssl context");
    reloadServerSslContext();
    }
    if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
    certChanged = true;
    }
    if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
    keyChanged = true;
    }
    if (certChanged && keyChanged) {
    log.info("The certificate and private key changed, reload the ssl context");
    certChanged = keyChanged = false;
    reloadServerSslContext();
    }
    }
    private void reloadServerSslContext() {
    ((NettyRemotingServer) remotingServer).loadSslContext();
    }
    });
    } catch (Exception e) {
    log.warn("FileWatchService created error, can't load the certificate dynamically");
    }
    }

    return true;
    }
    - -

    这里的kvConfigManager主要是来加载NameServer的配置参数,存到org.apache.rocketmq.namesrv.kvconfig.KVConfigManager#configTable中,然后是以BrokerHousekeepingService对象为参数初始化NettyRemotingServer对象,BrokerHousekeepingService对象作为该Netty连接中Socket链接的监听器(ChannelEventListener);监听与Broker建立的渠道的状态(空闲、关闭、异常三个状态),并调用BrokerHousekeepingService的相应onChannel方法。其中渠道的空闲、关闭、异常状态均调用RouteInfoManager.onChannelDestory方法处理。这个BrokerHousekeepingService可以字面化地理解为broker的管家服务,这个类内部三个状态方法其实都是调用的org.apache.rocketmq.namesrv.NamesrvController#getRouteInfoManager方法,而这个RouteInfoManager里面的对象有这些

    -
    public class RouteInfoManager {
    private static final InternalLogger log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);
    private final static long BROKER_CHANNEL_EXPIRED_TIME = 1000 * 60 * 2;
    private final ReadWriteLock lock = new ReentrantReadWriteLock();
    // topic与queue的对应关系
    private final HashMap<String/* topic */, List<QueueData>> topicQueueTable;
    // Broker名称与broker属性的map
    private final HashMap<String/* brokerName */, BrokerData> brokerAddrTable;
    // 集群与broker集合的对应关系
    private final HashMap<String/* clusterName */, Set<String/* brokerName */>> clusterAddrTable;
    // 活跃的broker信息
    private final HashMap<String/* brokerAddr */, BrokerLiveInfo> brokerLiveTable;
    // Broker地址与过滤器
    private final HashMap<String/* brokerAddr */, List<String>/* Filter Server */> filterServerTable;
    - -

    然后接下去就是初始化了一个线程池,然后注册默认的处理类this.registerProcessor();默认都是这个处理器去处理请求 org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#DefaultRequestProcessor然后是初始化两个定时任务

    -

    第一是每10秒检查一遍Broker的状态的定时任务,调用scanNotActiveBroker方法;遍历brokerLiveTable集合,查看每个broker的最后更新时间(BrokerLiveInfo.lastUpdateTimestamp)是否超过2分钟,若超过则关闭该broker的渠道并调用RouteInfoManager.onChannelDestory方法清理RouteInfoManager类的topicQueueTable、brokerAddrTable、clusterAddrTable、filterServerTable成员变量。

    -
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.routeInfoManager.scanNotActiveBroker();
    }
    }, 5, 10, TimeUnit.SECONDS);
    public void scanNotActiveBroker() {
    Iterator<Entry<String, BrokerLiveInfo>> it = this.brokerLiveTable.entrySet().iterator();
    while (it.hasNext()) {
    Entry<String, BrokerLiveInfo> next = it.next();
    long last = next.getValue().getLastUpdateTimestamp();
    if ((last + BROKER_CHANNEL_EXPIRED_TIME) < System.currentTimeMillis()) {
    RemotingUtil.closeChannel(next.getValue().getChannel());
    it.remove();
    log.warn("The broker channel expired, {} {}ms", next.getKey(), BROKER_CHANNEL_EXPIRED_TIME);
    this.onChannelDestroy(next.getKey(), next.getValue().getChannel());
    }
    }
    }

    public void onChannelDestroy(String remoteAddr, Channel channel) {
    String brokerAddrFound = null;
    if (channel != null) {
    try {
    try {
    this.lock.readLock().lockInterruptibly();
    Iterator<Entry<String, BrokerLiveInfo>> itBrokerLiveTable =
    this.brokerLiveTable.entrySet().iterator();
    while (itBrokerLiveTable.hasNext()) {
    Entry<String, BrokerLiveInfo> entry = itBrokerLiveTable.next();
    if (entry.getValue().getChannel() == channel) {
    brokerAddrFound = entry.getKey();
    break;
    }
    }
    } finally {
    this.lock.readLock().unlock();
    }
    } catch (Exception e) {
    log.error("onChannelDestroy Exception", e);
    }
    }

    if (null == brokerAddrFound) {
    brokerAddrFound = remoteAddr;
    } else {
    log.info("the broker's channel destroyed, {}, clean it's data structure at once", brokerAddrFound);
    }

    if (brokerAddrFound != null && brokerAddrFound.length() > 0) {

    try {
    try {
    this.lock.writeLock().lockInterruptibly();
    this.brokerLiveTable.remove(brokerAddrFound);
    this.filterServerTable.remove(brokerAddrFound);
    String brokerNameFound = null;
    boolean removeBrokerName = false;
    Iterator<Entry<String, BrokerData>> itBrokerAddrTable =
    this.brokerAddrTable.entrySet().iterator();
    while (itBrokerAddrTable.hasNext() && (null == brokerNameFound)) {
    BrokerData brokerData = itBrokerAddrTable.next().getValue();

    Iterator<Entry<Long, String>> it = brokerData.getBrokerAddrs().entrySet().iterator();
    while (it.hasNext()) {
    Entry<Long, String> entry = it.next();
    Long brokerId = entry.getKey();
    String brokerAddr = entry.getValue();
    if (brokerAddr.equals(brokerAddrFound)) {
    brokerNameFound = brokerData.getBrokerName();
    it.remove();
    log.info("remove brokerAddr[{}, {}] from brokerAddrTable, because channel destroyed",
    brokerId, brokerAddr);
    break;
    }
    }

    if (brokerData.getBrokerAddrs().isEmpty()) {
    removeBrokerName = true;
    itBrokerAddrTable.remove();
    log.info("remove brokerName[{}] from brokerAddrTable, because channel destroyed",
    brokerData.getBrokerName());
    }
    }

    if (brokerNameFound != null && removeBrokerName) {
    Iterator<Entry<String, Set<String>>> it = this.clusterAddrTable.entrySet().iterator();
    while (it.hasNext()) {
    Entry<String, Set<String>> entry = it.next();
    String clusterName = entry.getKey();
    Set<String> brokerNames = entry.getValue();
    boolean removed = brokerNames.remove(brokerNameFound);
    if (removed) {
    log.info("remove brokerName[{}], clusterName[{}] from clusterAddrTable, because channel destroyed",
    brokerNameFound, clusterName);

    if (brokerNames.isEmpty()) {
    log.info("remove the clusterName[{}] from clusterAddrTable, because channel destroyed and no broker in this cluster",
    clusterName);
    it.remove();
    }

    break;
    }
    }
    }

    if (removeBrokerName) {
    Iterator<Entry<String, List<QueueData>>> itTopicQueueTable =
    this.topicQueueTable.entrySet().iterator();
    while (itTopicQueueTable.hasNext()) {
    Entry<String, List<QueueData>> entry = itTopicQueueTable.next();
    String topic = entry.getKey();
    List<QueueData> queueDataList = entry.getValue();

    Iterator<QueueData> itQueueData = queueDataList.iterator();
    while (itQueueData.hasNext()) {
    QueueData queueData = itQueueData.next();
    if (queueData.getBrokerName().equals(brokerNameFound)) {
    itQueueData.remove();
    log.info("remove topic[{} {}], from topicQueueTable, because channel destroyed",
    topic, queueData);
    }
    }

    if (queueDataList.isEmpty()) {
    itTopicQueueTable.remove();
    log.info("remove topic[{}] all queue, from topicQueueTable, because channel destroyed",
    topic);
    }
    }
    }
    } finally {
    this.lock.writeLock().unlock();
    }
    } catch (Exception e) {
    log.error("onChannelDestroy Exception", e);
    }
    }
    }
    - -

    第二个是每10分钟打印一次NameServer的配置参数。即KVConfigManager.configTable变量的内容。

    -
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.kvConfigManager.printAllPeriodically();
    }
    }, 1, 10, TimeUnit.MINUTES);
    - -

    然后这个初始化就差不多完成了,后面只需要把remotingServer start一下就好了

    -

    处理请求

    直接上代码,其实主体是swtich case去判断

    -
    @Override
    public RemotingCommand processRequest(ChannelHandlerContext ctx,
    RemotingCommand request) throws RemotingCommandException {

    if (ctx != null) {
    log.debug("receive request, {} {} {}",
    request.getCode(),
    RemotingHelper.parseChannelRemoteAddr(ctx.channel()),
    request);
    }


    switch (request.getCode()) {
    case RequestCode.PUT_KV_CONFIG:
    return this.putKVConfig(ctx, request);
    case RequestCode.GET_KV_CONFIG:
    return this.getKVConfig(ctx, request);
    case RequestCode.DELETE_KV_CONFIG:
    return this.deleteKVConfig(ctx, request);
    case RequestCode.QUERY_DATA_VERSION:
    return queryBrokerTopicConfig(ctx, request);
    case RequestCode.REGISTER_BROKER:
    Version brokerVersion = MQVersion.value2Version(request.getVersion());
    if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
    return this.registerBrokerWithFilterServer(ctx, request);
    } else {
    return this.registerBroker(ctx, request);
    }
    case RequestCode.UNREGISTER_BROKER:
    return this.unregisterBroker(ctx, request);
    case RequestCode.GET_ROUTEINTO_BY_TOPIC:
    return this.getRouteInfoByTopic(ctx, request);
    case RequestCode.GET_BROKER_CLUSTER_INFO:
    return this.getBrokerClusterInfo(ctx, request);
    case RequestCode.WIPE_WRITE_PERM_OF_BROKER:
    return this.wipeWritePermOfBroker(ctx, request);
    case RequestCode.GET_ALL_TOPIC_LIST_FROM_NAMESERVER:
    return getAllTopicListFromNameserver(ctx, request);
    case RequestCode.DELETE_TOPIC_IN_NAMESRV:
    return deleteTopicInNamesrv(ctx, request);
    case RequestCode.GET_KVLIST_BY_NAMESPACE:
    return this.getKVListByNamespace(ctx, request);
    case RequestCode.GET_TOPICS_BY_CLUSTER:
    return this.getTopicsByCluster(ctx, request);
    case RequestCode.GET_SYSTEM_TOPIC_LIST_FROM_NS:
    return this.getSystemTopicListFromNs(ctx, request);
    case RequestCode.GET_UNIT_TOPIC_LIST:
    return this.getUnitTopicList(ctx, request);
    case RequestCode.GET_HAS_UNIT_SUB_TOPIC_LIST:
    return this.getHasUnitSubTopicList(ctx, request);
    case RequestCode.GET_HAS_UNIT_SUB_UNUNIT_TOPIC_LIST:
    return this.getHasUnitSubUnUnitTopicList(ctx, request);
    case RequestCode.UPDATE_NAMESRV_CONFIG:
    return this.updateConfig(ctx, request);
    case RequestCode.GET_NAMESRV_CONFIG:
    return this.getConfig(ctx, request);
    default:
    break;
    }
    return null;
    }
    - -

    以broker注册为例,

    -
    case RequestCode.REGISTER_BROKER:
    Version brokerVersion = MQVersion.value2Version(request.getVersion());
    if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
    return this.registerBrokerWithFilterServer(ctx, request);
    } else {
    return this.registerBroker(ctx, request);
    }
    - -

    做了个简单的版本管理,我们看下前面一个的代码

    -
    public RemotingCommand registerBrokerWithFilterServer(ChannelHandlerContext ctx, RemotingCommand request)
    throws RemotingCommandException {
    final RemotingCommand response = RemotingCommand.createResponseCommand(RegisterBrokerResponseHeader.class);
    final RegisterBrokerResponseHeader responseHeader = (RegisterBrokerResponseHeader) response.readCustomHeader();
    final RegisterBrokerRequestHeader requestHeader =
    (RegisterBrokerRequestHeader) request.decodeCommandCustomHeader(RegisterBrokerRequestHeader.class);

    if (!checksum(ctx, request, requestHeader)) {
    response.setCode(ResponseCode.SYSTEM_ERROR);
    response.setRemark("crc32 not match");
    return response;
    }

    RegisterBrokerBody registerBrokerBody = new RegisterBrokerBody();

    if (request.getBody() != null) {
    try {
    registerBrokerBody = RegisterBrokerBody.decode(request.getBody(), requestHeader.isCompressed());
    } catch (Exception e) {
    throw new RemotingCommandException("Failed to decode RegisterBrokerBody", e);
    }
    } else {
    registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setCounter(new AtomicLong(0));
    registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setTimestamp(0);
    }

    RegisterBrokerResult result = this.namesrvController.getRouteInfoManager().registerBroker(
    requestHeader.getClusterName(),
    requestHeader.getBrokerAddr(),
    requestHeader.getBrokerName(),
    requestHeader.getBrokerId(),
    requestHeader.getHaServerAddr(),
    registerBrokerBody.getTopicConfigSerializeWrapper(),
    registerBrokerBody.getFilterServerList(),
    ctx.channel());

    responseHeader.setHaServerAddr(result.getHaServerAddr());
    responseHeader.setMasterAddr(result.getMasterAddr());

    byte[] jsonValue = this.namesrvController.getKvConfigManager().getKVListByNamespace(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG);
    response.setBody(jsonValue);

    response.setCode(ResponseCode.SUCCESS);
    response.setRemark(null);
    return response;
    }
    - -

    可以看到主要的逻辑还是在org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#registerBroker这个方法里

    -
    public RegisterBrokerResult registerBroker(
    final String clusterName,
    final String brokerAddr,
    final String brokerName,
    final long brokerId,
    final String haServerAddr,
    final TopicConfigSerializeWrapper topicConfigWrapper,
    final List<String> filterServerList,
    final Channel channel) {
    RegisterBrokerResult result = new RegisterBrokerResult();
    try {
    try {
    this.lock.writeLock().lockInterruptibly();

    // 更新这个clusterAddrTable
    Set<String> brokerNames = this.clusterAddrTable.get(clusterName);
    if (null == brokerNames) {
    brokerNames = new HashSet<String>();
    this.clusterAddrTable.put(clusterName, brokerNames);
    }
    brokerNames.add(brokerName);

    boolean registerFirst = false;

    // 更新brokerAddrTable
    BrokerData brokerData = this.brokerAddrTable.get(brokerName);
    if (null == brokerData) {
    registerFirst = true;
    brokerData = new BrokerData(clusterName, brokerName, new HashMap<Long, String>());
    this.brokerAddrTable.put(brokerName, brokerData);
    }
    Map<Long, String> brokerAddrsMap = brokerData.getBrokerAddrs();
    //Switch slave to master: first remove <1, IP:PORT> in namesrv, then add <0, IP:PORT>
    //The same IP:PORT must only have one record in brokerAddrTable
    Iterator<Entry<Long, String>> it = brokerAddrsMap.entrySet().iterator();
    while (it.hasNext()) {
    Entry<Long, String> item = it.next();
    if (null != brokerAddr && brokerAddr.equals(item.getValue()) && brokerId != item.getKey()) {
    it.remove();
    }
    }

    String oldAddr = brokerData.getBrokerAddrs().put(brokerId, brokerAddr);
    registerFirst = registerFirst || (null == oldAddr);

    // 更新了org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable中的数据
    if (null != topicConfigWrapper
    && MixAll.MASTER_ID == brokerId) {
    if (this.isBrokerTopicConfigChanged(brokerAddr, topicConfigWrapper.getDataVersion())
    || registerFirst) {
    ConcurrentMap<String, TopicConfig> tcTable =
    topicConfigWrapper.getTopicConfigTable();
    if (tcTable != null) {
    for (Map.Entry<String, TopicConfig> entry : tcTable.entrySet()) {
    this.createAndUpdateQueueData(brokerName, entry.getValue());
    }
    }
    }
    }

    // 更新活跃broker信息
    BrokerLiveInfo prevBrokerLiveInfo = this.brokerLiveTable.put(brokerAddr,
    new BrokerLiveInfo(
    System.currentTimeMillis(),
    topicConfigWrapper.getDataVersion(),
    channel,
    haServerAddr));
    if (null == prevBrokerLiveInfo) {
    log.info("new broker registered, {} HAServer: {}", brokerAddr, haServerAddr);
    }

    // 处理filter
    if (filterServerList != null) {
    if (filterServerList.isEmpty()) {
    this.filterServerTable.remove(brokerAddr);
    } else {
    this.filterServerTable.put(brokerAddr, filterServerList);
    }
    }

    // 当当前broker非master时返回master信息
    if (MixAll.MASTER_ID != brokerId) {
    String masterAddr = brokerData.getBrokerAddrs().get(MixAll.MASTER_ID);
    if (masterAddr != null) {
    BrokerLiveInfo brokerLiveInfo = this.brokerLiveTable.get(masterAddr);
    if (brokerLiveInfo != null) {
    result.setHaServerAddr(brokerLiveInfo.getHaServerAddr());
    result.setMasterAddr(masterAddr);
    }
    }
    }
    } finally {
    this.lock.writeLock().unlock();
    }
    } catch (Exception e) {
    log.error("registerBroker Exception", e);
    }

    return result;
    }
    - -

    这个是注册 broker 的逻辑,再看下根据 topic 获取 broker 信息和 topic 信息,org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#getRouteInfoByTopic 主要是这个方法的逻辑

    -
    public RemotingCommand getRouteInfoByTopic(ChannelHandlerContext ctx,
    RemotingCommand request) throws RemotingCommandException {
    final RemotingCommand response = RemotingCommand.createResponseCommand(null);
    final GetRouteInfoRequestHeader requestHeader =
    (GetRouteInfoRequestHeader) request.decodeCommandCustomHeader(GetRouteInfoRequestHeader.class);

    TopicRouteData topicRouteData = this.namesrvController.getRouteInfoManager().pickupTopicRouteData(requestHeader.getTopic());

    if (topicRouteData != null) {
    if (this.namesrvController.getNamesrvConfig().isOrderMessageEnable()) {
    String orderTopicConf =
    this.namesrvController.getKvConfigManager().getKVConfig(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG,
    requestHeader.getTopic());
    topicRouteData.setOrderTopicConf(orderTopicConf);
    }

    byte[] content = topicRouteData.encode();
    response.setBody(content);
    response.setCode(ResponseCode.SUCCESS);
    response.setRemark(null);
    return response;
    }

    response.setCode(ResponseCode.TOPIC_NOT_EXIST);
    response.setRemark("No topic route info in name server for the topic: " + requestHeader.getTopic()
    + FAQUrl.suggestTodo(FAQUrl.APPLY_TOPIC_URL));
    return response;
    }
    - -

    首先调用org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#pickupTopicRouteDataorg.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable获取到org.apache.rocketmq.common.protocol.route.QueueData这里面存了 brokerName,再通过org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#brokerAddrTable里获取到 broker 的地址信息等,然后再获取 orderMessage 的配置。

    -

    简要分析了下 RocketMQ 的 NameServer 的代码,比较粗粒度。

    -]]>
    - - MQ - RocketMQ - 消息队列 - RocketMQ - 中间件 - RocketMQ - - - MQ - 消息队列 - RocketMQ - 削峰填谷 - 中间件 - NameServer - 源码解析 - -
    聊一下 RocketMQ 的 DefaultMQPushConsumer 源码 /2020/06/26/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84-Consumer/ @@ -5374,84 +5327,109 @@ user3: RocketMQ 削峰填谷 中间件 - 源码解析 DefaultMQPushConsumer + 源码解析 - 聊一下 Java 的日志系列三 - /2024/01/21/%E8%81%8A%E4%B8%80%E4%B8%8B-Java-%E7%9A%84%E6%97%A5%E5%BF%97%E7%B3%BB%E5%88%97%E4%B8%89/ - 上周因为一些事情没有更新在这里,是因为新电脑还没到,手头没有把移动硬盘里的 time machine 恢复出来的机器,所以单独更了一篇在新建的一个 cloudflare page 服务上,总体体验还可以,就是有个小点后面可以讲一下,继续完善下 Java 的这个日志,或者说主要讲的是 logback
    前面讲了logback 的初始化逻辑,后面就是我最开始来看这个的逻辑,日志的滚动策略的触发逻辑
    我们常规的记录日志的方式比如

    -
    logger.info("log some thing and biz info: {}",biz);
    -

    这里就调用了
    ch.qos.logback.classic.Logger#info(java.lang.String, java.lang.Object)

    -
    public void info(String format, Object arg) {
    filterAndLog_1(FQCN, null, Level.INFO, format, arg, null);
    }
    -

    这里的 FQCN 就是这个类的全限定名

    -
    public static final String FQCN = ch.qos.logback.classic.Logger.class.getName();
    -

    这个具体的 filterAndLog_1 方法还是在同一个 Logger 类里的
    ch.qos.logback.classic.Logger#filterAndLog_1

    -
    private void filterAndLog_1(final String localFQCN, final Marker marker, final Level level, final String msg, final Object param, final Throwable t) {

    final FilterReply decision = loggerContext.getTurboFilterChainDecision_1(marker, this, level, msg, param, t);

    if (decision == FilterReply.NEUTRAL) {
    if (effectiveLevelInt > level.levelInt) {
    return;
    }
    } else if (decision == FilterReply.DENY) {
    return;
    }

    buildLoggingEventAndAppend(localFQCN, marker, level, msg, new Object[] { param }, t);
    }
    -

    这里面先是走过滤器逻辑,如果是拒绝的,那就不往下执行,也就不执行下面的写日志逻辑了,如果是中性的,那就判断日志级别是否符合,如果直接是拒绝就 return 了,如果是 ACCEPT 就往下执行了

    -
    public enum FilterReply {
    DENY, NEUTRAL, ACCEPT;
    }
    -

    然后继续调用同样的类的方法
    ch.qos.logback.classic.Logger#buildLoggingEventAndAppend

    -
    private void buildLoggingEventAndAppend(final String localFQCN, final Marker marker, final Level level, final String msg, final Object[] params,
    final Throwable t) {
    LoggingEvent le = new LoggingEvent(localFQCN, this, level, msg, t, params);
    le.setMarker(marker);
    callAppenders(le);
    }
    -

    先把日志包装成 LoggingEvent ,然后调用
    ch.qos.logback.classic.Logger#callAppenders

    -
    public void callAppenders(ILoggingEvent event) {
    int writes = 0;
    for (Logger l = this; l != null; l = l.parent) {
    writes += l.appendLoopOnAppenders(event);
    if (!l.additive) {
    break;
    }
    }
    // No appenders in hierarchy
    if (writes == 0) {
    loggerContext.noAppenderDefinedWarning(this);
    }
    }
    -

    这里会按 Logger 调用 appendLoopOnAppenders

    -
    private int appendLoopOnAppenders(ILoggingEvent event) {
    if (aai != null) {
    return aai.appendLoopOnAppenders(event);
    } else {
    return 0;
    }
    -

    继续调用事件的
    ch.qos.logback.core.spi.AppenderAttachableImpl#appendLoopOnAppenders

    -
    public int appendLoopOnAppenders(E e) {
    int size = 0;
    final Appender<E>[] appenderArray = appenderList.asTypedArray();
    final int len = appenderArray.length;
    for (int i = 0; i < len; i++) {
    appenderArray[i].doAppend(e);
    size++;
    }
    return size;
    }
    -

    因为 Logger 里有关联 appender,就具体调用关联的 appender 来添加日志
    然后就接着调用
    ch.qos.logback.core.UnsynchronizedAppenderBase#doAppend 方法

    -
    public void doAppend(E eventObject) {
    // WARNING: The guard check MUST be the first statement in the
    // doAppend() method.

    // prevent re-entry.
    if (Boolean.TRUE.equals(guard.get())) {
    return;
    }

    try {
    guard.set(Boolean.TRUE);

    if (!this.started) {
    if (statusRepeatCount++ < ALLOWED_REPEATS) {
    addStatus(new WarnStatus("Attempted to append to non started appender [" + name + "].", this));
    }
    return;
    }

    if (getFilterChainDecision(eventObject) == FilterReply.DENY) {
    return;
    }

    // ok, we now invoke derived class' implementation of append
    this.append(eventObject);

    } catch (Exception e) {
    if (exceptionCount++ < ALLOWED_REPEATS) {
    addError("Appender [" + name + "] failed to append.", e);
    }
    } finally {
    guard.set(Boolean.FALSE);
    }
    }
    -

    这里先判断了 guard 的状态,guard 是个 ThreadLocal,是为了拦截异常的无限循环调用,这里有些疑惑的,看了一圈可能相关的是前面的 Logger 会往父级查找,然后如果不同层级的 Logger 关联了相同的 appender 的话,或者这个 doAppend 又被其他 appender 调用了,就可能会出现循环调用,然后会在开始实际的 append的之前先设置 guard 状态,
    然后再执行 append,这里会走到
    ch.qos.logback.core.OutputStreamAppender#append

    -
    @Override
    protected void append(E eventObject) {
    if (!isStarted()) {
    return;
    }

    subAppend(eventObject);
    }
    -

    忘了补充下,我们这里使用的是
    ch.qos.logback.core.rolling.RollingFileAppender
    接下去就是调用的 RollingFileAppendersubAppend 方法

    -
    @Override
    protected void subAppend(E event) {
    // The roll-over check must precede actual writing. This is the
    // only correct behavior for time driven triggers.

    // We need to synchronize on triggeringPolicy so that only one rollover
    // occurs at a time
    synchronized (triggeringPolicy) {
    if (triggeringPolicy.isTriggeringEvent(currentlyActiveFile, event)) {
    rollover();
    }
    }

    super.subAppend(event);
    }
    -

    这里就会先判断是否触发事件,
    而这里就是主要的逻辑,看是否需要走 rollover,也就是具体的滚动逻辑

    -
    @Override
    public boolean isTriggeringEvent(File activeFile, final E event) {

    long time = getCurrentTime();

    // first check for roll-over based on time
    if (time >= nextCheck) {
    Date dateInElapsedPeriod = dateInCurrentPeriod;
    elapsedPeriodsFileName = tbrp.fileNamePatternWithoutCompSuffix.convertMultipleArguments(dateInElapsedPeriod, currentPeriodsCounter);
    currentPeriodsCounter = 0;
    setDateInCurrentPeriod(time);
    computeNextCheck();
    return true;
    }

    // next check for roll-over based on size
    if (invocationGate.isTooSoon(time)) {
    return false;
    }

    if (activeFile == null) {
    addWarn("activeFile == null");
    return false;
    }
    if (maxFileSize == null) {
    addWarn("maxFileSize = null");
    return false;
    }
    if (activeFile.length() >= maxFileSize.getSize()) {

    elapsedPeriodsFileName = tbrp.fileNamePatternWithoutCompSuffix.convertMultipleArguments(dateInCurrentPeriod, currentPeriodsCounter);
    currentPeriodsCounter++;
    return true;
    }

    return false;
    }
    -

    这里主要就用到了 nextCheck 判断,如果通过判断就可以执行滚动了,然后就是后面的判断,是否太快了,也就是 isTooSoon 然后再看当前的活跃日志以及最大文件大小是否设置,然后如果当前的活跃日志的大小超过了配置也会触发滚动

    -]]>
    - - Java - - - Java - -
    - - 聊一下 RocketMQ 的消息存储二 - /2021/09/12/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E4%BA%8C/ - CommitLog 结构

    CommitLog 是 rocketmq 的服务端,也就是 broker 存储消息的的文件,跟 kafka 一样,也是顺序写入,当然消息是变长的,生成的规则是每个文件的默认1G =1024 * 1024 * 1024,commitlog的文件名fileName,名字长度为20位,左边补零,剩余为起始偏移量;比如00000000000000000000代表了第一个文件,起始偏移量为0,文件大小为1G=1 073 741 824Byte;当这个文件满了,第二个文件名字为00000000001073741824,起始偏移量为1073741824, 消息存储的时候会顺序写入文件,当文件满了则写入下一个文件,代码中的定义

    -
    // CommitLog file size,default is 1G
    private int mapedFileSizeCommitLog = 1024 * 1024 * 1024;
    + 聊一下 RocketMQ 的 NameServer 源码 + /2020/07/05/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84-NameServer-%E6%BA%90%E7%A0%81/ + 前面介绍了,nameserver相当于dubbo的注册中心,用与管理broker,broker会在启动的时候注册到nameserver,并且会发送心跳给namaserver,nameserver负责保存活跃的broker,包括master和slave,同时保存topic和topic下的队列,以及filter列表,然后为producer和consumer的请求提供服务。

    +

    启动过程

    public static void main(String[] args) {
    main0(args);
    }

    public static NamesrvController main0(String[] args) {

    try {
    NamesrvController controller = createNamesrvController(args);
    start(controller);
    String tip = "The Name Server boot success. serializeType=" + RemotingCommand.getSerializeTypeConfigInThisServer();
    log.info(tip);
    System.out.printf("%s%n", tip);
    return controller;
    } catch (Throwable e) {
    e.printStackTrace();
    System.exit(-1);
    }

    return null;
    }
    -

    kLahwW

    -

    本地跑个 demo 验证下,也是这样,这里奇妙有几个比较巧妙的点(个人观点),首先文件就刚好是 1G,并且按照大小偏移量去生成下一个文件,这样获取消息的时候按大小算一下就知道在哪个文件里了,

    -

    代码中写入 CommitLog 的逻辑可以从这开始看

    -
    public PutMessageResult putMessage(final MessageExtBrokerInner msg) {
    // Set the storage time
    msg.setStoreTimestamp(System.currentTimeMillis());
    // Set the message body BODY CRC (consider the most appropriate setting
    // on the client)
    msg.setBodyCRC(UtilAll.crc32(msg.getBody()));
    // Back to Results
    AppendMessageResult result = null;

    StoreStatsService storeStatsService = this.defaultMessageStore.getStoreStatsService();

    String topic = msg.getTopic();
    int queueId = msg.getQueueId();

    final int tranType = MessageSysFlag.getTransactionValue(msg.getSysFlag());
    if (tranType == MessageSysFlag.TRANSACTION_NOT_TYPE
    || tranType == MessageSysFlag.TRANSACTION_COMMIT_TYPE) {
    // Delay Delivery
    if (msg.getDelayTimeLevel() > 0) {
    if (msg.getDelayTimeLevel() > this.defaultMessageStore.getScheduleMessageService().getMaxDelayLevel()) {
    msg.setDelayTimeLevel(this.defaultMessageStore.getScheduleMessageService().getMaxDelayLevel());
    }

    topic = ScheduleMessageService.SCHEDULE_TOPIC;
    queueId = ScheduleMessageService.delayLevel2QueueId(msg.getDelayTimeLevel());

    // Backup real topic, queueId
    MessageAccessor.putProperty(msg, MessageConst.PROPERTY_REAL_TOPIC, msg.getTopic());
    MessageAccessor.putProperty(msg, MessageConst.PROPERTY_REAL_QUEUE_ID, String.valueOf(msg.getQueueId()));
    msg.setPropertiesString(MessageDecoder.messageProperties2String(msg.getProperties()));

    msg.setTopic(topic);
    msg.setQueueId(queueId);
    }
    }

    long eclipseTimeInLock = 0;
    MappedFile unlockMappedFile = null;
    MappedFile mappedFile = this.mappedFileQueue.getLastMappedFile();

    putMessageLock.lock(); //spin or ReentrantLock ,depending on store config
    try {
    long beginLockTimestamp = this.defaultMessageStore.getSystemClock().now();
    this.beginTimeInLock = beginLockTimestamp;

    // Here settings are stored timestamp, in order to ensure an orderly
    // global
    msg.setStoreTimestamp(beginLockTimestamp);

    if (null == mappedFile || mappedFile.isFull()) {
    mappedFile = this.mappedFileQueue.getLastMappedFile(0); // Mark: NewFile may be cause noise
    }
    if (null == mappedFile) {
    log.error("create mapped file1 error, topic: " + msg.getTopic() + " clientAddr: " + msg.getBornHostString());
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.CREATE_MAPEDFILE_FAILED, null);
    }

    result = mappedFile.appendMessage(msg, this.appendMessageCallback);
    switch (result.getStatus()) {
    case PUT_OK:
    break;
    case END_OF_FILE:
    unlockMappedFile = mappedFile;
    // Create a new file, re-write the message
    mappedFile = this.mappedFileQueue.getLastMappedFile(0);
    if (null == mappedFile) {
    // XXX: warn and notify me
    log.error("create mapped file2 error, topic: " + msg.getTopic() + " clientAddr: " + msg.getBornHostString());
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.CREATE_MAPEDFILE_FAILED, result);
    }
    result = mappedFile.appendMessage(msg, this.appendMessageCallback);
    break;
    case MESSAGE_SIZE_EXCEEDED:
    case PROPERTIES_SIZE_EXCEEDED:
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.MESSAGE_ILLEGAL, result);
    case UNKNOWN_ERROR:
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.UNKNOWN_ERROR, result);
    default:
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.UNKNOWN_ERROR, result);
    }

    eclipseTimeInLock = this.defaultMessageStore.getSystemClock().now() - beginLockTimestamp;
    beginTimeInLock = 0;
    } finally {
    putMessageLock.unlock();
    }

    if (eclipseTimeInLock > 500) {
    log.warn("[NOTIFYME]putMessage in lock cost time(ms)={}, bodyLength={} AppendMessageResult={}", eclipseTimeInLock, msg.getBody().length, result);
    }

    if (null != unlockMappedFile && this.defaultMessageStore.getMessageStoreConfig().isWarmMapedFileEnable()) {
    this.defaultMessageStore.unlockMappedFile(unlockMappedFile);
    }

    PutMessageResult putMessageResult = new PutMessageResult(PutMessageStatus.PUT_OK, result);

    // Statistics
    storeStatsService.getSinglePutMessageTopicTimesTotal(msg.getTopic()).incrementAndGet();
    storeStatsService.getSinglePutMessageTopicSizeTotal(topic).addAndGet(result.getWroteBytes());

    handleDiskFlush(result, putMessageResult, msg);
    handleHA(result, putMessageResult, msg);

    return putMessageResult;
    }
    +

    入口的代码时这样子,其实主要的逻辑在createNamesrvController和start方法,来看下这两个的实现

    +
    public static NamesrvController createNamesrvController(String[] args) throws IOException, JoranException {
    System.setProperty(RemotingCommand.REMOTING_VERSION_KEY, Integer.toString(MQVersion.CURRENT_VERSION));
    //PackageConflictDetect.detectFastjson();

    Options options = ServerUtil.buildCommandlineOptions(new Options());
    commandLine = ServerUtil.parseCmdLine("mqnamesrv", args, buildCommandlineOptions(options), new PosixParser());
    if (null == commandLine) {
    System.exit(-1);
    return null;
    }

    final NamesrvConfig namesrvConfig = new NamesrvConfig();
    final NettyServerConfig nettyServerConfig = new NettyServerConfig();
    nettyServerConfig.setListenPort(9876);
    if (commandLine.hasOption('c')) {
    String file = commandLine.getOptionValue('c');
    if (file != null) {
    InputStream in = new BufferedInputStream(new FileInputStream(file));
    properties = new Properties();
    properties.load(in);
    MixAll.properties2Object(properties, namesrvConfig);
    MixAll.properties2Object(properties, nettyServerConfig);

    namesrvConfig.setConfigStorePath(file);

    System.out.printf("load config properties file OK, %s%n", file);
    in.close();
    }
    }

    if (commandLine.hasOption('p')) {
    InternalLogger console = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_CONSOLE_NAME);
    MixAll.printObjectProperties(console, namesrvConfig);
    MixAll.printObjectProperties(console, nettyServerConfig);
    System.exit(0);
    }

    MixAll.properties2Object(ServerUtil.commandLine2Properties(commandLine), namesrvConfig);

    if (null == namesrvConfig.getRocketmqHome()) {
    System.out.printf("Please set the %s variable in your environment to match the location of the RocketMQ installation%n", MixAll.ROCKETMQ_HOME_ENV);
    System.exit(-2);
    }

    LoggerContext lc = (LoggerContext) LoggerFactory.getILoggerFactory();
    JoranConfigurator configurator = new JoranConfigurator();
    configurator.setContext(lc);
    lc.reset();
    configurator.doConfigure(namesrvConfig.getRocketmqHome() + "/conf/logback_namesrv.xml");

    log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);

    MixAll.printObjectProperties(log, namesrvConfig);
    MixAll.printObjectProperties(log, nettyServerConfig);

    final NamesrvController controller = new NamesrvController(namesrvConfig, nettyServerConfig);

    // remember all configs to prevent discard
    controller.getConfiguration().registerConfig(properties);

    return controller;
    }
    -

    前面也看到在CommitLog 目录下是有大小为 1G 的文件组成,在实现逻辑中,其实是通过 org.apache.rocketmq.store.MappedFileQueue ,内部是存的一个MappedFile的队列,对于写入的场景每次都是通过org.apache.rocketmq.store.MappedFileQueue#getLastMappedFile() 获取最后一个文件,如果还没有创建,或者最后这个文件已经满了,那就调用 org.apache.rocketmq.store.MappedFileQueue#getLastMappedFile(long)

    -
    public MappedFile getLastMappedFile(final long startOffset, boolean needCreate) {
    long createOffset = -1;
    // 调用前面的方法,只是从 mappedFileQueue 获取最后一个
    MappedFile mappedFileLast = getLastMappedFile();

    // 如果为空,计算下创建的偏移量
    if (mappedFileLast == null) {
    createOffset = startOffset - (startOffset % this.mappedFileSize);
    }

    // 如果不为空,但是当前的文件写满了
    if (mappedFileLast != null && mappedFileLast.isFull()) {
    // 前一个的偏移量加上单个文件的偏移量,也就是 1G
    createOffset = mappedFileLast.getFileFromOffset() + this.mappedFileSize;
    }

    if (createOffset != -1 && needCreate) {
    // 根据 createOffset 转换成文件名进行创建
    String nextFilePath = this.storePath + File.separator + UtilAll.offset2FileName(createOffset);
    String nextNextFilePath = this.storePath + File.separator
    + UtilAll.offset2FileName(createOffset + this.mappedFileSize);
    MappedFile mappedFile = null;

    // 这里如果allocateMappedFileService 存在,就提交请求
    if (this.allocateMappedFileService != null) {
    mappedFile = this.allocateMappedFileService.putRequestAndReturnMappedFile(nextFilePath,
    nextNextFilePath, this.mappedFileSize);
    } else {
    try {
    // 否则就直接创建
    mappedFile = new MappedFile(nextFilePath, this.mappedFileSize);
    } catch (IOException e) {
    log.error("create mappedFile exception", e);
    }
    }

    if (mappedFile != null) {
    if (this.mappedFiles.isEmpty()) {
    mappedFile.setFirstCreateInQueue(true);
    }
    this.mappedFiles.add(mappedFile);
    }

    return mappedFile;
    }

    return mappedFileLast;
    }
    +

    这个方法里其实主要是读取一些配置啥的,不是很复杂,

    +
    public static NamesrvController start(final NamesrvController controller) throws Exception {

    if (null == controller) {
    throw new IllegalArgumentException("NamesrvController is null");
    }

    boolean initResult = controller.initialize();
    if (!initResult) {
    controller.shutdown();
    System.exit(-3);
    }

    Runtime.getRuntime().addShutdownHook(new ShutdownHookThread(log, new Callable<Void>() {
    @Override
    public Void call() throws Exception {
    controller.shutdown();
    return null;
    }
    }));

    controller.start();

    return controller;
    }
    -

    首先看下直接创建的,

    -
    public MappedFile(final String fileName, final int fileSize) throws IOException {
    init(fileName, fileSize);
    }
    private void init(final String fileName, final int fileSize) throws IOException {
    this.fileName = fileName;
    this.fileSize = fileSize;
    this.file = new File(fileName);
    this.fileFromOffset = Long.parseLong(this.file.getName());
    boolean ok = false;

    ensureDirOK(this.file.getParent());

    try {
    // 通过 RandomAccessFile 创建 fileChannel
    this.fileChannel = new RandomAccessFile(this.file, "rw").getChannel();
    // 做 mmap 映射
    this.mappedByteBuffer = this.fileChannel.map(MapMode.READ_WRITE, 0, fileSize);
    TOTAL_MAPPED_VIRTUAL_MEMORY.addAndGet(fileSize);
    TOTAL_MAPPED_FILES.incrementAndGet();
    ok = true;
    } catch (FileNotFoundException e) {
    log.error("create file channel " + this.fileName + " Failed. ", e);
    throw e;
    } catch (IOException e) {
    log.error("map file " + this.fileName + " Failed. ", e);
    throw e;
    } finally {
    if (!ok && this.fileChannel != null) {
    this.fileChannel.close();
    }
    }
    }
    +

    这个start里主要关注initialize方法,后面就是一个停机的hook,来看下initialize方法

    +
    public boolean initialize() {

    this.kvConfigManager.load();

    this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.brokerHousekeepingService);

    this.remotingExecutor =
    Executors.newFixedThreadPool(nettyServerConfig.getServerWorkerThreads(), new ThreadFactoryImpl("RemotingExecutorThread_"));

    this.registerProcessor();

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.routeInfoManager.scanNotActiveBroker();
    }
    }, 5, 10, TimeUnit.SECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.kvConfigManager.printAllPeriodically();
    }
    }, 1, 10, TimeUnit.MINUTES);

    if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
    // Register a listener to reload SslContext
    try {
    fileWatchService = new FileWatchService(
    new String[] {
    TlsSystemConfig.tlsServerCertPath,
    TlsSystemConfig.tlsServerKeyPath,
    TlsSystemConfig.tlsServerTrustCertPath
    },
    new FileWatchService.Listener() {
    boolean certChanged, keyChanged = false;
    @Override
    public void onChanged(String path) {
    if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
    log.info("The trust certificate changed, reload the ssl context");
    reloadServerSslContext();
    }
    if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
    certChanged = true;
    }
    if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
    keyChanged = true;
    }
    if (certChanged && keyChanged) {
    log.info("The certificate and private key changed, reload the ssl context");
    certChanged = keyChanged = false;
    reloadServerSslContext();
    }
    }
    private void reloadServerSslContext() {
    ((NettyRemotingServer) remotingServer).loadSslContext();
    }
    });
    } catch (Exception e) {
    log.warn("FileWatchService created error, can't load the certificate dynamically");
    }
    }

    return true;
    }
    -

    如果是提交给AllocateMappedFileService的话就用到了一些异步操作

    -
    public MappedFile putRequestAndReturnMappedFile(String nextFilePath, String nextNextFilePath, int fileSize) {
    int canSubmitRequests = 2;
    if (this.messageStore.getMessageStoreConfig().isTransientStorePoolEnable()) {
    if (this.messageStore.getMessageStoreConfig().isFastFailIfNoBufferInStorePool()
    && BrokerRole.SLAVE != this.messageStore.getMessageStoreConfig().getBrokerRole()) { //if broker is slave, don't fast fail even no buffer in pool
    canSubmitRequests = this.messageStore.getTransientStorePool().remainBufferNumbs() - this.requestQueue.size();
    }
    }
    // 将请求放在 requestTable 中
    AllocateRequest nextReq = new AllocateRequest(nextFilePath, fileSize);
    boolean nextPutOK = this.requestTable.putIfAbsent(nextFilePath, nextReq) == null;
    // requestTable 使用了 concurrentHashMap,用文件名作为 key,防止并发
    if (nextPutOK) {
    // 这里判断了是否可以提交到 TransientStorePool,涉及读写分离,后面再细聊
    if (canSubmitRequests <= 0) {
    log.warn("[NOTIFYME]TransientStorePool is not enough, so create mapped file error, " +
    "RequestQueueSize : {}, StorePoolSize: {}", this.requestQueue.size(), this.messageStore.getTransientStorePool().remainBufferNumbs());
    this.requestTable.remove(nextFilePath);
    return null;
    }
    // 塞到阻塞队列中
    boolean offerOK = this.requestQueue.offer(nextReq);
    if (!offerOK) {
    log.warn("never expected here, add a request to preallocate queue failed");
    }
    canSubmitRequests--;
    }

    // 这里的两个提交我猜测是为了多生成一个 CommitLog,
    AllocateRequest nextNextReq = new AllocateRequest(nextNextFilePath, fileSize);
    boolean nextNextPutOK = this.requestTable.putIfAbsent(nextNextFilePath, nextNextReq) == null;
    if (nextNextPutOK) {
    if (canSubmitRequests <= 0) {
    log.warn("[NOTIFYME]TransientStorePool is not enough, so skip preallocate mapped file, " +
    "RequestQueueSize : {}, StorePoolSize: {}", this.requestQueue.size(), this.messageStore.getTransientStorePool().remainBufferNumbs());
    this.requestTable.remove(nextNextFilePath);
    } else {
    boolean offerOK = this.requestQueue.offer(nextNextReq);
    if (!offerOK) {
    log.warn("never expected here, add a request to preallocate queue failed");
    }
    }
    }

    if (hasException) {
    log.warn(this.getServiceName() + " service has exception. so return null");
    return null;
    }

    AllocateRequest result = this.requestTable.get(nextFilePath);
    try {
    // 这里就异步等着
    if (result != null) {
    boolean waitOK = result.getCountDownLatch().await(waitTimeOut, TimeUnit.MILLISECONDS);
    if (!waitOK) {
    log.warn("create mmap timeout " + result.getFilePath() + " " + result.getFileSize());
    return null;
    } else {
    this.requestTable.remove(nextFilePath);
    return result.getMappedFile();
    }
    } else {
    log.error("find preallocate mmap failed, this never happen");
    }
    } catch (InterruptedException e) {
    log.warn(this.getServiceName() + " service has exception. ", e);
    }

    return null;
    }
    +

    这里的kvConfigManager主要是来加载NameServer的配置参数,存到org.apache.rocketmq.namesrv.kvconfig.KVConfigManager#configTable中,然后是以BrokerHousekeepingService对象为参数初始化NettyRemotingServer对象,BrokerHousekeepingService对象作为该Netty连接中Socket链接的监听器(ChannelEventListener);监听与Broker建立的渠道的状态(空闲、关闭、异常三个状态),并调用BrokerHousekeepingService的相应onChannel方法。其中渠道的空闲、关闭、异常状态均调用RouteInfoManager.onChannelDestory方法处理。这个BrokerHousekeepingService可以字面化地理解为broker的管家服务,这个类内部三个状态方法其实都是调用的org.apache.rocketmq.namesrv.NamesrvController#getRouteInfoManager方法,而这个RouteInfoManager里面的对象有这些

    +
    public class RouteInfoManager {
    private static final InternalLogger log = InternalLoggerFactory.getLogger(LoggerName.NAMESRV_LOGGER_NAME);
    private final static long BROKER_CHANNEL_EXPIRED_TIME = 1000 * 60 * 2;
    private final ReadWriteLock lock = new ReentrantReadWriteLock();
    // topic与queue的对应关系
    private final HashMap<String/* topic */, List<QueueData>> topicQueueTable;
    // Broker名称与broker属性的map
    private final HashMap<String/* brokerName */, BrokerData> brokerAddrTable;
    // 集群与broker集合的对应关系
    private final HashMap<String/* clusterName */, Set<String/* brokerName */>> clusterAddrTable;
    // 活跃的broker信息
    private final HashMap<String/* brokerAddr */, BrokerLiveInfo> brokerLiveTable;
    // Broker地址与过滤器
    private final HashMap<String/* brokerAddr */, List<String>/* Filter Server */> filterServerTable;
    -

    而真正去执行文件操作的就是 AllocateMappedFileService的 run 方法

    -
    public void run() {
    log.info(this.getServiceName() + " service started");

    while (!this.isStopped() && this.mmapOperation()) {

    }
    log.info(this.getServiceName() + " service end");
    }
    private boolean mmapOperation() {
    boolean isSuccess = false;
    AllocateRequest req = null;
    try {
    // 从阻塞队列里获取请求
    req = this.requestQueue.take();
    AllocateRequest expectedRequest = this.requestTable.get(req.getFilePath());
    if (null == expectedRequest) {
    log.warn("this mmap request expired, maybe cause timeout " + req.getFilePath() + " "
    + req.getFileSize());
    return true;
    }
    if (expectedRequest != req) {
    log.warn("never expected here, maybe cause timeout " + req.getFilePath() + " "
    + req.getFileSize() + ", req:" + req + ", expectedRequest:" + expectedRequest);
    return true;
    }

    if (req.getMappedFile() == null) {
    long beginTime = System.currentTimeMillis();

    MappedFile mappedFile;
    if (messageStore.getMessageStoreConfig().isTransientStorePoolEnable()) {
    try {
    // 通过 transientStorePool 创建
    mappedFile = ServiceLoader.load(MappedFile.class).iterator().next();
    mappedFile.init(req.getFilePath(), req.getFileSize(), messageStore.getTransientStorePool());
    } catch (RuntimeException e) {
    log.warn("Use default implementation.");
    // 默认创建
    mappedFile = new MappedFile(req.getFilePath(), req.getFileSize(), messageStore.getTransientStorePool());
    }
    } else {
    // 默认创建
    mappedFile = new MappedFile(req.getFilePath(), req.getFileSize());
    }

    long eclipseTime = UtilAll.computeEclipseTimeMilliseconds(beginTime);
    if (eclipseTime > 10) {
    int queueSize = this.requestQueue.size();
    log.warn("create mappedFile spent time(ms) " + eclipseTime + " queue size " + queueSize
    + " " + req.getFilePath() + " " + req.getFileSize());
    }

    // pre write mappedFile
    if (mappedFile.getFileSize() >= this.messageStore.getMessageStoreConfig()
    .getMapedFileSizeCommitLog()
    &&
    this.messageStore.getMessageStoreConfig().isWarmMapedFileEnable()) {
    mappedFile.warmMappedFile(this.messageStore.getMessageStoreConfig().getFlushDiskType(),
    this.messageStore.getMessageStoreConfig().getFlushLeastPagesWhenWarmMapedFile());
    }

    req.setMappedFile(mappedFile);
    this.hasException = false;
    isSuccess = true;
    }
    } catch (InterruptedException e) {
    log.warn(this.getServiceName() + " interrupted, possibly by shutdown.");
    this.hasException = true;
    return false;
    } catch (IOException e) {
    log.warn(this.getServiceName() + " service has exception. ", e);
    this.hasException = true;
    if (null != req) {
    requestQueue.offer(req);
    try {
    Thread.sleep(1);
    } catch (InterruptedException ignored) {
    }
    }
    } finally {
    if (req != null && isSuccess)
    // 通知前面等待的
    req.getCountDownLatch().countDown();
    }
    return true;
    }
    +

    然后接下去就是初始化了一个线程池,然后注册默认的处理类this.registerProcessor();默认都是这个处理器去处理请求 org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#DefaultRequestProcessor然后是初始化两个定时任务

    +

    第一是每10秒检查一遍Broker的状态的定时任务,调用scanNotActiveBroker方法;遍历brokerLiveTable集合,查看每个broker的最后更新时间(BrokerLiveInfo.lastUpdateTimestamp)是否超过2分钟,若超过则关闭该broker的渠道并调用RouteInfoManager.onChannelDestory方法清理RouteInfoManager类的topicQueueTable、brokerAddrTable、clusterAddrTable、filterServerTable成员变量。

    +
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.routeInfoManager.scanNotActiveBroker();
    }
    }, 5, 10, TimeUnit.SECONDS);
    public void scanNotActiveBroker() {
    Iterator<Entry<String, BrokerLiveInfo>> it = this.brokerLiveTable.entrySet().iterator();
    while (it.hasNext()) {
    Entry<String, BrokerLiveInfo> next = it.next();
    long last = next.getValue().getLastUpdateTimestamp();
    if ((last + BROKER_CHANNEL_EXPIRED_TIME) < System.currentTimeMillis()) {
    RemotingUtil.closeChannel(next.getValue().getChannel());
    it.remove();
    log.warn("The broker channel expired, {} {}ms", next.getKey(), BROKER_CHANNEL_EXPIRED_TIME);
    this.onChannelDestroy(next.getKey(), next.getValue().getChannel());
    }
    }
    }

    public void onChannelDestroy(String remoteAddr, Channel channel) {
    String brokerAddrFound = null;
    if (channel != null) {
    try {
    try {
    this.lock.readLock().lockInterruptibly();
    Iterator<Entry<String, BrokerLiveInfo>> itBrokerLiveTable =
    this.brokerLiveTable.entrySet().iterator();
    while (itBrokerLiveTable.hasNext()) {
    Entry<String, BrokerLiveInfo> entry = itBrokerLiveTable.next();
    if (entry.getValue().getChannel() == channel) {
    brokerAddrFound = entry.getKey();
    break;
    }
    }
    } finally {
    this.lock.readLock().unlock();
    }
    } catch (Exception e) {
    log.error("onChannelDestroy Exception", e);
    }
    }

    if (null == brokerAddrFound) {
    brokerAddrFound = remoteAddr;
    } else {
    log.info("the broker's channel destroyed, {}, clean it's data structure at once", brokerAddrFound);
    }

    if (brokerAddrFound != null && brokerAddrFound.length() > 0) {

    try {
    try {
    this.lock.writeLock().lockInterruptibly();
    this.brokerLiveTable.remove(brokerAddrFound);
    this.filterServerTable.remove(brokerAddrFound);
    String brokerNameFound = null;
    boolean removeBrokerName = false;
    Iterator<Entry<String, BrokerData>> itBrokerAddrTable =
    this.brokerAddrTable.entrySet().iterator();
    while (itBrokerAddrTable.hasNext() && (null == brokerNameFound)) {
    BrokerData brokerData = itBrokerAddrTable.next().getValue();

    Iterator<Entry<Long, String>> it = brokerData.getBrokerAddrs().entrySet().iterator();
    while (it.hasNext()) {
    Entry<Long, String> entry = it.next();
    Long brokerId = entry.getKey();
    String brokerAddr = entry.getValue();
    if (brokerAddr.equals(brokerAddrFound)) {
    brokerNameFound = brokerData.getBrokerName();
    it.remove();
    log.info("remove brokerAddr[{}, {}] from brokerAddrTable, because channel destroyed",
    brokerId, brokerAddr);
    break;
    }
    }

    if (brokerData.getBrokerAddrs().isEmpty()) {
    removeBrokerName = true;
    itBrokerAddrTable.remove();
    log.info("remove brokerName[{}] from brokerAddrTable, because channel destroyed",
    brokerData.getBrokerName());
    }
    }

    if (brokerNameFound != null && removeBrokerName) {
    Iterator<Entry<String, Set<String>>> it = this.clusterAddrTable.entrySet().iterator();
    while (it.hasNext()) {
    Entry<String, Set<String>> entry = it.next();
    String clusterName = entry.getKey();
    Set<String> brokerNames = entry.getValue();
    boolean removed = brokerNames.remove(brokerNameFound);
    if (removed) {
    log.info("remove brokerName[{}], clusterName[{}] from clusterAddrTable, because channel destroyed",
    brokerNameFound, clusterName);

    if (brokerNames.isEmpty()) {
    log.info("remove the clusterName[{}] from clusterAddrTable, because channel destroyed and no broker in this cluster",
    clusterName);
    it.remove();
    }

    break;
    }
    }
    }

    if (removeBrokerName) {
    Iterator<Entry<String, List<QueueData>>> itTopicQueueTable =
    this.topicQueueTable.entrySet().iterator();
    while (itTopicQueueTable.hasNext()) {
    Entry<String, List<QueueData>> entry = itTopicQueueTable.next();
    String topic = entry.getKey();
    List<QueueData> queueDataList = entry.getValue();

    Iterator<QueueData> itQueueData = queueDataList.iterator();
    while (itQueueData.hasNext()) {
    QueueData queueData = itQueueData.next();
    if (queueData.getBrokerName().equals(brokerNameFound)) {
    itQueueData.remove();
    log.info("remove topic[{} {}], from topicQueueTable, because channel destroyed",
    topic, queueData);
    }
    }

    if (queueDataList.isEmpty()) {
    itTopicQueueTable.remove();
    log.info("remove topic[{}] all queue, from topicQueueTable, because channel destroyed",
    topic);
    }
    }
    }
    } finally {
    this.lock.writeLock().unlock();
    }
    } catch (Exception e) {
    log.error("onChannelDestroy Exception", e);
    }
    }
    }
    + +

    第二个是每10分钟打印一次NameServer的配置参数。即KVConfigManager.configTable变量的内容。

    +
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    NamesrvController.this.kvConfigManager.printAllPeriodically();
    }
    }, 1, 10, TimeUnit.MINUTES);
    + +

    然后这个初始化就差不多完成了,后面只需要把remotingServer start一下就好了

    +

    处理请求

    直接上代码,其实主体是swtich case去判断

    +
    @Override
    public RemotingCommand processRequest(ChannelHandlerContext ctx,
    RemotingCommand request) throws RemotingCommandException {

    if (ctx != null) {
    log.debug("receive request, {} {} {}",
    request.getCode(),
    RemotingHelper.parseChannelRemoteAddr(ctx.channel()),
    request);
    }


    switch (request.getCode()) {
    case RequestCode.PUT_KV_CONFIG:
    return this.putKVConfig(ctx, request);
    case RequestCode.GET_KV_CONFIG:
    return this.getKVConfig(ctx, request);
    case RequestCode.DELETE_KV_CONFIG:
    return this.deleteKVConfig(ctx, request);
    case RequestCode.QUERY_DATA_VERSION:
    return queryBrokerTopicConfig(ctx, request);
    case RequestCode.REGISTER_BROKER:
    Version brokerVersion = MQVersion.value2Version(request.getVersion());
    if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
    return this.registerBrokerWithFilterServer(ctx, request);
    } else {
    return this.registerBroker(ctx, request);
    }
    case RequestCode.UNREGISTER_BROKER:
    return this.unregisterBroker(ctx, request);
    case RequestCode.GET_ROUTEINTO_BY_TOPIC:
    return this.getRouteInfoByTopic(ctx, request);
    case RequestCode.GET_BROKER_CLUSTER_INFO:
    return this.getBrokerClusterInfo(ctx, request);
    case RequestCode.WIPE_WRITE_PERM_OF_BROKER:
    return this.wipeWritePermOfBroker(ctx, request);
    case RequestCode.GET_ALL_TOPIC_LIST_FROM_NAMESERVER:
    return getAllTopicListFromNameserver(ctx, request);
    case RequestCode.DELETE_TOPIC_IN_NAMESRV:
    return deleteTopicInNamesrv(ctx, request);
    case RequestCode.GET_KVLIST_BY_NAMESPACE:
    return this.getKVListByNamespace(ctx, request);
    case RequestCode.GET_TOPICS_BY_CLUSTER:
    return this.getTopicsByCluster(ctx, request);
    case RequestCode.GET_SYSTEM_TOPIC_LIST_FROM_NS:
    return this.getSystemTopicListFromNs(ctx, request);
    case RequestCode.GET_UNIT_TOPIC_LIST:
    return this.getUnitTopicList(ctx, request);
    case RequestCode.GET_HAS_UNIT_SUB_TOPIC_LIST:
    return this.getHasUnitSubTopicList(ctx, request);
    case RequestCode.GET_HAS_UNIT_SUB_UNUNIT_TOPIC_LIST:
    return this.getHasUnitSubUnUnitTopicList(ctx, request);
    case RequestCode.UPDATE_NAMESRV_CONFIG:
    return this.updateConfig(ctx, request);
    case RequestCode.GET_NAMESRV_CONFIG:
    return this.getConfig(ctx, request);
    default:
    break;
    }
    return null;
    }
    + +

    以broker注册为例,

    +
    case RequestCode.REGISTER_BROKER:
    Version brokerVersion = MQVersion.value2Version(request.getVersion());
    if (brokerVersion.ordinal() >= MQVersion.Version.V3_0_11.ordinal()) {
    return this.registerBrokerWithFilterServer(ctx, request);
    } else {
    return this.registerBroker(ctx, request);
    }
    +

    做了个简单的版本管理,我们看下前面一个的代码

    +
    public RemotingCommand registerBrokerWithFilterServer(ChannelHandlerContext ctx, RemotingCommand request)
    throws RemotingCommandException {
    final RemotingCommand response = RemotingCommand.createResponseCommand(RegisterBrokerResponseHeader.class);
    final RegisterBrokerResponseHeader responseHeader = (RegisterBrokerResponseHeader) response.readCustomHeader();
    final RegisterBrokerRequestHeader requestHeader =
    (RegisterBrokerRequestHeader) request.decodeCommandCustomHeader(RegisterBrokerRequestHeader.class);

    if (!checksum(ctx, request, requestHeader)) {
    response.setCode(ResponseCode.SYSTEM_ERROR);
    response.setRemark("crc32 not match");
    return response;
    }

    RegisterBrokerBody registerBrokerBody = new RegisterBrokerBody();

    if (request.getBody() != null) {
    try {
    registerBrokerBody = RegisterBrokerBody.decode(request.getBody(), requestHeader.isCompressed());
    } catch (Exception e) {
    throw new RemotingCommandException("Failed to decode RegisterBrokerBody", e);
    }
    } else {
    registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setCounter(new AtomicLong(0));
    registerBrokerBody.getTopicConfigSerializeWrapper().getDataVersion().setTimestamp(0);
    }

    RegisterBrokerResult result = this.namesrvController.getRouteInfoManager().registerBroker(
    requestHeader.getClusterName(),
    requestHeader.getBrokerAddr(),
    requestHeader.getBrokerName(),
    requestHeader.getBrokerId(),
    requestHeader.getHaServerAddr(),
    registerBrokerBody.getTopicConfigSerializeWrapper(),
    registerBrokerBody.getFilterServerList(),
    ctx.channel());

    responseHeader.setHaServerAddr(result.getHaServerAddr());
    responseHeader.setMasterAddr(result.getMasterAddr());

    byte[] jsonValue = this.namesrvController.getKvConfigManager().getKVListByNamespace(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG);
    response.setBody(jsonValue);

    response.setCode(ResponseCode.SUCCESS);
    response.setRemark(null);
    return response;
    }
    +

    可以看到主要的逻辑还是在org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#registerBroker这个方法里

    +
    public RegisterBrokerResult registerBroker(
    final String clusterName,
    final String brokerAddr,
    final String brokerName,
    final long brokerId,
    final String haServerAddr,
    final TopicConfigSerializeWrapper topicConfigWrapper,
    final List<String> filterServerList,
    final Channel channel) {
    RegisterBrokerResult result = new RegisterBrokerResult();
    try {
    try {
    this.lock.writeLock().lockInterruptibly();

    // 更新这个clusterAddrTable
    Set<String> brokerNames = this.clusterAddrTable.get(clusterName);
    if (null == brokerNames) {
    brokerNames = new HashSet<String>();
    this.clusterAddrTable.put(clusterName, brokerNames);
    }
    brokerNames.add(brokerName);

    boolean registerFirst = false;

    // 更新brokerAddrTable
    BrokerData brokerData = this.brokerAddrTable.get(brokerName);
    if (null == brokerData) {
    registerFirst = true;
    brokerData = new BrokerData(clusterName, brokerName, new HashMap<Long, String>());
    this.brokerAddrTable.put(brokerName, brokerData);
    }
    Map<Long, String> brokerAddrsMap = brokerData.getBrokerAddrs();
    //Switch slave to master: first remove <1, IP:PORT> in namesrv, then add <0, IP:PORT>
    //The same IP:PORT must only have one record in brokerAddrTable
    Iterator<Entry<Long, String>> it = brokerAddrsMap.entrySet().iterator();
    while (it.hasNext()) {
    Entry<Long, String> item = it.next();
    if (null != brokerAddr && brokerAddr.equals(item.getValue()) && brokerId != item.getKey()) {
    it.remove();
    }
    }

    String oldAddr = brokerData.getBrokerAddrs().put(brokerId, brokerAddr);
    registerFirst = registerFirst || (null == oldAddr);

    // 更新了org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable中的数据
    if (null != topicConfigWrapper
    && MixAll.MASTER_ID == brokerId) {
    if (this.isBrokerTopicConfigChanged(brokerAddr, topicConfigWrapper.getDataVersion())
    || registerFirst) {
    ConcurrentMap<String, TopicConfig> tcTable =
    topicConfigWrapper.getTopicConfigTable();
    if (tcTable != null) {
    for (Map.Entry<String, TopicConfig> entry : tcTable.entrySet()) {
    this.createAndUpdateQueueData(brokerName, entry.getValue());
    }
    }
    }
    }

    // 更新活跃broker信息
    BrokerLiveInfo prevBrokerLiveInfo = this.brokerLiveTable.put(brokerAddr,
    new BrokerLiveInfo(
    System.currentTimeMillis(),
    topicConfigWrapper.getDataVersion(),
    channel,
    haServerAddr));
    if (null == prevBrokerLiveInfo) {
    log.info("new broker registered, {} HAServer: {}", brokerAddr, haServerAddr);
    }

    // 处理filter
    if (filterServerList != null) {
    if (filterServerList.isEmpty()) {
    this.filterServerTable.remove(brokerAddr);
    } else {
    this.filterServerTable.put(brokerAddr, filterServerList);
    }
    }

    // 当当前broker非master时返回master信息
    if (MixAll.MASTER_ID != brokerId) {
    String masterAddr = brokerData.getBrokerAddrs().get(MixAll.MASTER_ID);
    if (masterAddr != null) {
    BrokerLiveInfo brokerLiveInfo = this.brokerLiveTable.get(masterAddr);
    if (brokerLiveInfo != null) {
    result.setHaServerAddr(brokerLiveInfo.getHaServerAddr());
    result.setMasterAddr(masterAddr);
    }
    }
    }
    } finally {
    this.lock.writeLock().unlock();
    }
    } catch (Exception e) {
    log.error("registerBroker Exception", e);
    }

    return result;
    }
    +

    这个是注册 broker 的逻辑,再看下根据 topic 获取 broker 信息和 topic 信息,org.apache.rocketmq.namesrv.processor.DefaultRequestProcessor#getRouteInfoByTopic 主要是这个方法的逻辑

    +
    public RemotingCommand getRouteInfoByTopic(ChannelHandlerContext ctx,
    RemotingCommand request) throws RemotingCommandException {
    final RemotingCommand response = RemotingCommand.createResponseCommand(null);
    final GetRouteInfoRequestHeader requestHeader =
    (GetRouteInfoRequestHeader) request.decodeCommandCustomHeader(GetRouteInfoRequestHeader.class);

    TopicRouteData topicRouteData = this.namesrvController.getRouteInfoManager().pickupTopicRouteData(requestHeader.getTopic());

    if (topicRouteData != null) {
    if (this.namesrvController.getNamesrvConfig().isOrderMessageEnable()) {
    String orderTopicConf =
    this.namesrvController.getKvConfigManager().getKVConfig(NamesrvUtil.NAMESPACE_ORDER_TOPIC_CONFIG,
    requestHeader.getTopic());
    topicRouteData.setOrderTopicConf(orderTopicConf);
    }

    byte[] content = topicRouteData.encode();
    response.setBody(content);
    response.setCode(ResponseCode.SUCCESS);
    response.setRemark(null);
    return response;
    }

    response.setCode(ResponseCode.TOPIC_NOT_EXIST);
    response.setRemark("No topic route info in name server for the topic: " + requestHeader.getTopic()
    + FAQUrl.suggestTodo(FAQUrl.APPLY_TOPIC_URL));
    return response;
    }
    +

    首先调用org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#pickupTopicRouteDataorg.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#topicQueueTable获取到org.apache.rocketmq.common.protocol.route.QueueData这里面存了 brokerName,再通过org.apache.rocketmq.namesrv.routeinfo.RouteInfoManager#brokerAddrTable里获取到 broker 的地址信息等,然后再获取 orderMessage 的配置。

    +

    简要分析了下 RocketMQ 的 NameServer 的代码,比较粗粒度。

    ]]>
    MQ RocketMQ 消息队列 + RocketMQ + 中间件 + RocketMQ MQ 消息队列 RocketMQ + 削峰填谷 + 中间件 + 源码解析 + NameServer + +
    + + 聊一下 Java 的日志系列一 + /2024/01/07/%E8%81%8A%E4%B8%80%E4%B8%8B-Java-%E7%9A%84%E6%97%A5%E5%BF%97%E7%B3%BB%E5%88%97%E4%B8%80/ + 我们在使用 Java 的日志库的时候,比如我们现在项目在用的 logback,可以配置滚动策略,简单介绍下启动逻辑,这里我们定义的是
    ch.qos.logback.core.rolling.SizeAndTimeBasedRollingPolicy 它是继承了 ch.qos.logback.core.rolling.TimeBasedRollingPolicy
    它的启动方法就是下面这个 start 方法

    +
    public void start() {
    SizeAndTimeBasedFNATP<E> sizeAndTimeBasedFNATP = new SizeAndTimeBasedFNATP<E>(Usage.EMBEDDED);
    if(maxFileSize == null) {
    addError("maxFileSize property is mandatory.");
    return;
    } else {
    addInfo("Archive files will be limited to ["+maxFileSize+"] each.");
    }

    sizeAndTimeBasedFNATP.setMaxFileSize(maxFileSize);
    timeBasedFileNamingAndTriggeringPolicy = sizeAndTimeBasedFNATP;

    if(!isUnboundedTotalSizeCap() && totalSizeCap.getSize() < maxFileSize.getSize()) {
    addError("totalSizeCap of ["+totalSizeCap+"] is smaller than maxFileSize ["+maxFileSize+"] which is non-sensical");
    return;
    }

    // most work is done by the parent
    super.start();
    }
    +

    配置了 timeBasedFileNamingAndTriggeringPolicy 策略

    +

    然后调用了父类的启动方法,主要看下父类的

    +
    public void start() {
    // set the LR for our utility object
    renameUtil.setContext(this.context);

    // find out period from the filename pattern
    if (fileNamePatternStr != null) {
    fileNamePattern = new FileNamePattern(fileNamePatternStr, this.context);
    determineCompressionMode();
    } else {
    addWarn(FNP_NOT_SET);
    addWarn(CoreConstants.SEE_FNP_NOT_SET);
    throw new IllegalStateException(FNP_NOT_SET + CoreConstants.SEE_FNP_NOT_SET);
    }

    compressor = new Compressor(compressionMode);
    compressor.setContext(context);

    // wcs : without compression suffix
    fileNamePatternWithoutCompSuffix = new FileNamePattern(Compressor.computeFileNameStrWithoutCompSuffix(fileNamePatternStr, compressionMode), this.context);

    addInfo("Will use the pattern " + fileNamePatternWithoutCompSuffix + " for the active file");

    if (compressionMode == CompressionMode.ZIP) {
    String zipEntryFileNamePatternStr = transformFileNamePattern2ZipEntry(fileNamePatternStr);
    zipEntryFileNamePattern = new FileNamePattern(zipEntryFileNamePatternStr, context);
    }

    if (timeBasedFileNamingAndTriggeringPolicy == null) {
    timeBasedFileNamingAndTriggeringPolicy = new DefaultTimeBasedFileNamingAndTriggeringPolicy<E>();
    }
    timeBasedFileNamingAndTriggeringPolicy.setContext(context);
    timeBasedFileNamingAndTriggeringPolicy.setTimeBasedRollingPolicy(this);
    timeBasedFileNamingAndTriggeringPolicy.start();

    if (!timeBasedFileNamingAndTriggeringPolicy.isStarted()) {
    addWarn("Subcomponent did not start. TimeBasedRollingPolicy will not start.");
    return;
    }

    // the maxHistory property is given to TimeBasedRollingPolicy instead of to
    // the TimeBasedFileNamingAndTriggeringPolicy. This makes it more convenient
    // for the user at the cost of inconsistency here.
    if (maxHistory != UNBOUND_HISTORY) {
    archiveRemover = timeBasedFileNamingAndTriggeringPolicy.getArchiveRemover();
    archiveRemover.setMaxHistory(maxHistory);
    archiveRemover.setTotalSizeCap(totalSizeCap.getSize());
    if (cleanHistoryOnStart) {
    addInfo("Cleaning on start up");
    Date now = new Date(timeBasedFileNamingAndTriggeringPolicy.getCurrentTime());
    cleanUpFuture = archiveRemover.cleanAsynchronously(now);
    }
    } else if (!isUnboundedTotalSizeCap()) {
    addWarn("'maxHistory' is not set, ignoring 'totalSizeCap' option with value ["+totalSizeCap+"]");
    }

    super.start();
    }
    +
      +
    • 第一步是给 renameUtil 设置 context

      +
    • +
    • 第二步是判断 fileNamePatternStr是否已配置,没配置会报错,如果配置了就会去判断压缩格式,是否要压缩以及压缩的是 gz 还是 zip

      +
    • +
    • 第三步就是设置压缩器了

      +
    • +
    • 第四步是判断文件后缀格式,注意是不带压缩格式的

      +
    • +
    • 第五步是判断 timeBasedFileNamingAndTriggeringPolicy 是否已设置,这里是在子类里已经设置了 ch.qos.logback.core.rolling.SizeAndTimeBasedFNATP 否则就是 ch.qos.logback.core.rolling.DefaultTimeBasedFileNamingAndTriggeringPolicy 这个默认的

      +
    • +
    • 第六步比较重要就是启动 timeBasedFileNamingAndTriggeringPolicy

      +
    • +
    +

    timeBasedFileNamingAndTriggeringPolicy 的启动逻辑里首先是调用了 SizeAndTimeBasedFNATP 的 start 方法,然后里面最开始调用了父类的 start

    +
    public void start() {
    // we depend on certain fields having been initialized in super class
    super.start();

    if(usage == Usage.DIRECT) {
    addWarn(CoreConstants.SIZE_AND_TIME_BASED_FNATP_IS_DEPRECATED);
    addWarn("For more information see "+MANUAL_URL_PREFIX+"appenders.html#SizeAndTimeBasedRollingPolicy");
    }

    if (!super.isErrorFree())
    return;


    if (maxFileSize == null) {
    addError("maxFileSize property is mandatory.");
    withErrors();
    }

    if (!validateDateAndIntegerTokens()) {
    withErrors();
    return;
    }

    archiveRemover = createArchiveRemover();
    archiveRemover.setContext(context);

    // we need to get the correct value of currentPeriodsCounter.
    // usually the value is 0, unless the appender or the application
    // is stopped and restarted within the same period
    String regex = tbrp.fileNamePattern.toRegexForFixedDate(dateInCurrentPeriod);
    String stemRegex = FileFilterUtil.afterLastSlash(regex);

    computeCurrentPeriodsHighestCounterValue(stemRegex);

    if (isErrorFree()) {
    started = true;
    }
    }
    +

    也就是下面的代码

    +
    public void start() {
    DateTokenConverter<Object> dtc = tbrp.fileNamePattern.getPrimaryDateTokenConverter();
    if (dtc == null) {
    throw new IllegalStateException("FileNamePattern [" + tbrp.fileNamePattern.getPattern() + "] does not contain a valid DateToken");
    }

    if (dtc.getTimeZone() != null) {
    rc = new RollingCalendar(dtc.getDatePattern(), dtc.getTimeZone(), Locale.getDefault());
    } else {
    rc = new RollingCalendar(dtc.getDatePattern());
    }
    addInfo("The date pattern is '" + dtc.getDatePattern() + "' from file name pattern '" + tbrp.fileNamePattern.getPattern() + "'.");
    rc.printPeriodicity(this);

    if (!rc.isCollisionFree()) {
    addError("The date format in FileNamePattern will result in collisions in the names of archived log files.");
    addError(CoreConstants.MORE_INFO_PREFIX + COLLIDING_DATE_FORMAT_URL);
    withErrors();
    return;
    }

    setDateInCurrentPeriod(new Date(getCurrentTime()));
    if (tbrp.getParentsRawFileProperty() != null) {
    File currentFile = new File(tbrp.getParentsRawFileProperty());
    if (currentFile.exists() && currentFile.canRead()) {
    setDateInCurrentPeriod(new Date(currentFile.lastModified()));
    }
    }
    addInfo("Setting initial period to " + dateInCurrentPeriod);
    computeNextCheck();
    }
    +

    前面是日期时区等配置处理,然后是判断按日期生成的文件会不会冲突,接下去是设置当前时间段,如果配置了日志文件的话就会把当前时间段设置成已有的日志文件的最后更改时间,最后的 computeNextCheck 比较重要

    +

    主要是下面的方法

    +
    protected void computeNextCheck() {
    nextCheck = rc.getNextTriggeringDate(dateInCurrentPeriod).getTime();
    }
    public Date getNextTriggeringDate(Date now) {
    return getEndOfNextNthPeriod(now, 1);
    }
    public Date getEndOfNextNthPeriod(Date now, int periods) {
    return innerGetEndOfNextNthPeriod(this, this.periodicityType, now, periods);
    }
    static private Date innerGetEndOfNextNthPeriod(Calendar cal, PeriodicityType periodicityType, Date now, int numPeriods) {
    cal.setTime(now);
    switch (periodicityType) {
    case TOP_OF_MILLISECOND:
    cal.add(Calendar.MILLISECOND, numPeriods);
    break;

    case TOP_OF_SECOND:
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.SECOND, numPeriods);
    break;

    case TOP_OF_MINUTE:
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.MINUTE, numPeriods);
    break;

    case TOP_OF_HOUR:
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.HOUR_OF_DAY, numPeriods);
    break;

    case TOP_OF_DAY:
    cal.set(Calendar.HOUR_OF_DAY, 0);
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.DATE, numPeriods);
    break;

    case TOP_OF_WEEK:
    cal.set(Calendar.DAY_OF_WEEK, cal.getFirstDayOfWeek());
    cal.set(Calendar.HOUR_OF_DAY, 0);
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.WEEK_OF_YEAR, numPeriods);
    break;

    case TOP_OF_MONTH:
    cal.set(Calendar.DATE, 1);
    cal.set(Calendar.HOUR_OF_DAY, 0);
    cal.set(Calendar.MINUTE, 0);
    cal.set(Calendar.SECOND, 0);
    cal.set(Calendar.MILLISECOND, 0);
    cal.add(Calendar.MONTH, numPeriods);
    break;

    default:
    throw new IllegalStateException("Unknown periodicity type.");
    }

    return cal.getTime();
    +

     会按照我们设置的 FileNamePattern 中的 datePattern 来推断 periodicityType,比如我们是小时滚动的,那就是 TOP_OF_HOUR ,算出来下一个时间检查点,后面会按这个判断是否作为触发事件触发日志滚动更新

    +

    父类的 start 逻辑讲完以后,子类的其实比较简单,先判断使用方式,我们这是嵌入式的,然后是父类有没有产生错误,继续是最大文件大小是否设置了,再判断日期格式是否正常,然后是归档移除类的创建,并设置到上下文中,然后计算当前时间的最大日志文件计数器,最后判断是否报错,没有的话就启动成功了

    +]]>
    + + Java + + + Java
    @@ -5490,57 +5468,57 @@ user3: - 聊一下 RocketMQ 的消息存储四 - /2021/10/17/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E5%9B%9B/ - IndexFile 结构 hash 结构能够通过 key 寻找到对应在 CommitLog 中的位置

    -

    IndexFile 的构建则是分发给这个进行处理

    -
    class CommitLogDispatcherBuildIndex implements CommitLogDispatcher {

    @Override
    public void dispatch(DispatchRequest request) {
    if (DefaultMessageStore.this.messageStoreConfig.isMessageIndexEnable()) {
    DefaultMessageStore.this.indexService.buildIndex(request);
    }
    }
    }
    public void buildIndex(DispatchRequest req) {
    IndexFile indexFile = retryGetAndCreateIndexFile();
    if (indexFile != null) {
    long endPhyOffset = indexFile.getEndPhyOffset();
    DispatchRequest msg = req;
    String topic = msg.getTopic();
    String keys = msg.getKeys();
    if (msg.getCommitLogOffset() < endPhyOffset) {
    return;
    }

    final int tranType = MessageSysFlag.getTransactionValue(msg.getSysFlag());
    switch (tranType) {
    case MessageSysFlag.TRANSACTION_NOT_TYPE:
    case MessageSysFlag.TRANSACTION_PREPARED_TYPE:
    case MessageSysFlag.TRANSACTION_COMMIT_TYPE:
    break;
    case MessageSysFlag.TRANSACTION_ROLLBACK_TYPE:
    return;
    }

    if (req.getUniqKey() != null) {
    indexFile = putKey(indexFile, msg, buildKey(topic, req.getUniqKey()));
    if (indexFile == null) {
    log.error("putKey error commitlog {} uniqkey {}", req.getCommitLogOffset(), req.getUniqKey());
    return;
    }
    }

    if (keys != null && keys.length() > 0) {
    String[] keyset = keys.split(MessageConst.KEY_SEPARATOR);
    for (int i = 0; i < keyset.length; i++) {
    String key = keyset[i];
    if (key.length() > 0) {
    indexFile = putKey(indexFile, msg, buildKey(topic, key));
    if (indexFile == null) {
    log.error("putKey error commitlog {} uniqkey {}", req.getCommitLogOffset(), req.getUniqKey());
    return;
    }
    }
    }
    }
    } else {
    log.error("build index error, stop building index");
    }
    }
    + 聊一下 RocketMQ 的消息存储二 + /2021/09/12/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E4%BA%8C/ + CommitLog 结构

    CommitLog 是 rocketmq 的服务端,也就是 broker 存储消息的的文件,跟 kafka 一样,也是顺序写入,当然消息是变长的,生成的规则是每个文件的默认1G =1024 * 1024 * 1024,commitlog的文件名fileName,名字长度为20位,左边补零,剩余为起始偏移量;比如00000000000000000000代表了第一个文件,起始偏移量为0,文件大小为1G=1 073 741 824Byte;当这个文件满了,第二个文件名字为00000000001073741824,起始偏移量为1073741824, 消息存储的时候会顺序写入文件,当文件满了则写入下一个文件,代码中的定义

    +
    // CommitLog file size,default is 1G
    private int mapedFileSizeCommitLog = 1024 * 1024 * 1024;
    -

    配置的数量

    -
    private boolean messageIndexEnable = true;
    private int maxHashSlotNum = 5000000;
    private int maxIndexNum = 5000000 * 4;
    +

    kLahwW

    +

    本地跑个 demo 验证下,也是这样,这里奇妙有几个比较巧妙的点(个人观点),首先文件就刚好是 1G,并且按照大小偏移量去生成下一个文件,这样获取消息的时候按大小算一下就知道在哪个文件里了,

    +

    代码中写入 CommitLog 的逻辑可以从这开始看

    +
    public PutMessageResult putMessage(final MessageExtBrokerInner msg) {
    // Set the storage time
    msg.setStoreTimestamp(System.currentTimeMillis());
    // Set the message body BODY CRC (consider the most appropriate setting
    // on the client)
    msg.setBodyCRC(UtilAll.crc32(msg.getBody()));
    // Back to Results
    AppendMessageResult result = null;

    StoreStatsService storeStatsService = this.defaultMessageStore.getStoreStatsService();

    String topic = msg.getTopic();
    int queueId = msg.getQueueId();

    final int tranType = MessageSysFlag.getTransactionValue(msg.getSysFlag());
    if (tranType == MessageSysFlag.TRANSACTION_NOT_TYPE
    || tranType == MessageSysFlag.TRANSACTION_COMMIT_TYPE) {
    // Delay Delivery
    if (msg.getDelayTimeLevel() > 0) {
    if (msg.getDelayTimeLevel() > this.defaultMessageStore.getScheduleMessageService().getMaxDelayLevel()) {
    msg.setDelayTimeLevel(this.defaultMessageStore.getScheduleMessageService().getMaxDelayLevel());
    }

    topic = ScheduleMessageService.SCHEDULE_TOPIC;
    queueId = ScheduleMessageService.delayLevel2QueueId(msg.getDelayTimeLevel());

    // Backup real topic, queueId
    MessageAccessor.putProperty(msg, MessageConst.PROPERTY_REAL_TOPIC, msg.getTopic());
    MessageAccessor.putProperty(msg, MessageConst.PROPERTY_REAL_QUEUE_ID, String.valueOf(msg.getQueueId()));
    msg.setPropertiesString(MessageDecoder.messageProperties2String(msg.getProperties()));

    msg.setTopic(topic);
    msg.setQueueId(queueId);
    }
    }

    long eclipseTimeInLock = 0;
    MappedFile unlockMappedFile = null;
    MappedFile mappedFile = this.mappedFileQueue.getLastMappedFile();

    putMessageLock.lock(); //spin or ReentrantLock ,depending on store config
    try {
    long beginLockTimestamp = this.defaultMessageStore.getSystemClock().now();
    this.beginTimeInLock = beginLockTimestamp;

    // Here settings are stored timestamp, in order to ensure an orderly
    // global
    msg.setStoreTimestamp(beginLockTimestamp);

    if (null == mappedFile || mappedFile.isFull()) {
    mappedFile = this.mappedFileQueue.getLastMappedFile(0); // Mark: NewFile may be cause noise
    }
    if (null == mappedFile) {
    log.error("create mapped file1 error, topic: " + msg.getTopic() + " clientAddr: " + msg.getBornHostString());
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.CREATE_MAPEDFILE_FAILED, null);
    }

    result = mappedFile.appendMessage(msg, this.appendMessageCallback);
    switch (result.getStatus()) {
    case PUT_OK:
    break;
    case END_OF_FILE:
    unlockMappedFile = mappedFile;
    // Create a new file, re-write the message
    mappedFile = this.mappedFileQueue.getLastMappedFile(0);
    if (null == mappedFile) {
    // XXX: warn and notify me
    log.error("create mapped file2 error, topic: " + msg.getTopic() + " clientAddr: " + msg.getBornHostString());
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.CREATE_MAPEDFILE_FAILED, result);
    }
    result = mappedFile.appendMessage(msg, this.appendMessageCallback);
    break;
    case MESSAGE_SIZE_EXCEEDED:
    case PROPERTIES_SIZE_EXCEEDED:
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.MESSAGE_ILLEGAL, result);
    case UNKNOWN_ERROR:
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.UNKNOWN_ERROR, result);
    default:
    beginTimeInLock = 0;
    return new PutMessageResult(PutMessageStatus.UNKNOWN_ERROR, result);
    }

    eclipseTimeInLock = this.defaultMessageStore.getSystemClock().now() - beginLockTimestamp;
    beginTimeInLock = 0;
    } finally {
    putMessageLock.unlock();
    }

    if (eclipseTimeInLock > 500) {
    log.warn("[NOTIFYME]putMessage in lock cost time(ms)={}, bodyLength={} AppendMessageResult={}", eclipseTimeInLock, msg.getBody().length, result);
    }

    if (null != unlockMappedFile && this.defaultMessageStore.getMessageStoreConfig().isWarmMapedFileEnable()) {
    this.defaultMessageStore.unlockMappedFile(unlockMappedFile);
    }

    PutMessageResult putMessageResult = new PutMessageResult(PutMessageStatus.PUT_OK, result);

    // Statistics
    storeStatsService.getSinglePutMessageTopicTimesTotal(msg.getTopic()).incrementAndGet();
    storeStatsService.getSinglePutMessageTopicSizeTotal(topic).addAndGet(result.getWroteBytes());

    handleDiskFlush(result, putMessageResult, msg);
    handleHA(result, putMessageResult, msg);

    return putMessageResult;
    }
    -

    最核心的其实是 IndexFile 的结构和如何写入

    -
    public boolean putKey(final String key, final long phyOffset, final long storeTimestamp) {
    if (this.indexHeader.getIndexCount() < this.indexNum) {
    // 获取 key 的 hash
    int keyHash = indexKeyHashMethod(key);
    // 计算属于哪个 slot
    int slotPos = keyHash % this.hashSlotNum;
    // 计算 slot 位置 因为结构是有个 indexHead,主要是分为三段 header,slot 和 index
    int absSlotPos = IndexHeader.INDEX_HEADER_SIZE + slotPos * hashSlotSize;

    FileLock fileLock = null;

    try {

    // fileLock = this.fileChannel.lock(absSlotPos, hashSlotSize,
    // false);
    int slotValue = this.mappedByteBuffer.getInt(absSlotPos);
    if (slotValue <= invalidIndex || slotValue > this.indexHeader.getIndexCount()) {
    slotValue = invalidIndex;
    }

    long timeDiff = storeTimestamp - this.indexHeader.getBeginTimestamp();

    timeDiff = timeDiff / 1000;

    if (this.indexHeader.getBeginTimestamp() <= 0) {
    timeDiff = 0;
    } else if (timeDiff > Integer.MAX_VALUE) {
    timeDiff = Integer.MAX_VALUE;
    } else if (timeDiff < 0) {
    timeDiff = 0;
    }

    // 计算索引存放位置,头部 + slot 数量 * slot 大小 + 已有的 index 数量 + index 大小
    int absIndexPos =
    IndexHeader.INDEX_HEADER_SIZE + this.hashSlotNum * hashSlotSize
    + this.indexHeader.getIndexCount() * indexSize;

    this.mappedByteBuffer.putInt(absIndexPos, keyHash);
    this.mappedByteBuffer.putLong(absIndexPos + 4, phyOffset);
    this.mappedByteBuffer.putInt(absIndexPos + 4 + 8, (int) timeDiff);
    this.mappedByteBuffer.putInt(absIndexPos + 4 + 8 + 4, slotValue);

    // 存放的是数量位移,不是绝对位置
    this.mappedByteBuffer.putInt(absSlotPos, this.indexHeader.getIndexCount());

    if (this.indexHeader.getIndexCount() <= 1) {
    this.indexHeader.setBeginPhyOffset(phyOffset);
    this.indexHeader.setBeginTimestamp(storeTimestamp);
    }

    this.indexHeader.incHashSlotCount();
    this.indexHeader.incIndexCount();
    this.indexHeader.setEndPhyOffset(phyOffset);
    this.indexHeader.setEndTimestamp(storeTimestamp);

    return true;
    } catch (Exception e) {
    log.error("putKey exception, Key: " + key + " KeyHashCode: " + key.hashCode(), e);
    } finally {
    if (fileLock != null) {
    try {
    fileLock.release();
    } catch (IOException e) {
    log.error("Failed to release the lock", e);
    }
    }
    }
    } else {
    log.warn("Over index file capacity: index count = " + this.indexHeader.getIndexCount()
    + "; index max num = " + this.indexNum);
    }

    return false;
    }
    +

    前面也看到在CommitLog 目录下是有大小为 1G 的文件组成,在实现逻辑中,其实是通过 org.apache.rocketmq.store.MappedFileQueue ,内部是存的一个MappedFile的队列,对于写入的场景每次都是通过org.apache.rocketmq.store.MappedFileQueue#getLastMappedFile() 获取最后一个文件,如果还没有创建,或者最后这个文件已经满了,那就调用 org.apache.rocketmq.store.MappedFileQueue#getLastMappedFile(long)

    +
    public MappedFile getLastMappedFile(final long startOffset, boolean needCreate) {
    long createOffset = -1;
    // 调用前面的方法,只是从 mappedFileQueue 获取最后一个
    MappedFile mappedFileLast = getLastMappedFile();

    // 如果为空,计算下创建的偏移量
    if (mappedFileLast == null) {
    createOffset = startOffset - (startOffset % this.mappedFileSize);
    }

    // 如果不为空,但是当前的文件写满了
    if (mappedFileLast != null && mappedFileLast.isFull()) {
    // 前一个的偏移量加上单个文件的偏移量,也就是 1G
    createOffset = mappedFileLast.getFileFromOffset() + this.mappedFileSize;
    }

    if (createOffset != -1 && needCreate) {
    // 根据 createOffset 转换成文件名进行创建
    String nextFilePath = this.storePath + File.separator + UtilAll.offset2FileName(createOffset);
    String nextNextFilePath = this.storePath + File.separator
    + UtilAll.offset2FileName(createOffset + this.mappedFileSize);
    MappedFile mappedFile = null;

    // 这里如果allocateMappedFileService 存在,就提交请求
    if (this.allocateMappedFileService != null) {
    mappedFile = this.allocateMappedFileService.putRequestAndReturnMappedFile(nextFilePath,
    nextNextFilePath, this.mappedFileSize);
    } else {
    try {
    // 否则就直接创建
    mappedFile = new MappedFile(nextFilePath, this.mappedFileSize);
    } catch (IOException e) {
    log.error("create mappedFile exception", e);
    }
    }

    if (mappedFile != null) {
    if (this.mappedFiles.isEmpty()) {
    mappedFile.setFirstCreateInQueue(true);
    }
    this.mappedFiles.add(mappedFile);
    }

    return mappedFile;
    }

    return mappedFileLast;
    }
    -

    具体可以看一下这个简略的示意图

    -]]>
    - - MQ - RocketMQ - 消息队列 - - - MQ - 消息队列 - RocketMQ - -
    - - 聊一下 RocketMQ 的顺序消息 - /2021/08/29/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E9%A1%BA%E5%BA%8F%E6%B6%88%E6%81%AF/ - rocketmq 里有一种比较特殊的用法,就是顺序消息,比如订单的生命周期里,在创建,支付,签收等状态轮转中,会发出来对应的消息,这里面就比较需要去保证他们的顺序,当然在处理的业务代码也可以做对应的处理,结合消息重投,但是如果这里消息就能保证顺序性了,那么业务代码就能更好的关注业务代码的处理。

    -

    首先有一种情况是全局的有序,比如对于一个 topic 里就得发送线程保证只有一个,内部的 queue 也只有一个,消费线程也只有一个,这样就能比较容易的保证全局顺序性了,但是这里的问题就是完全限制了性能,不是很现实,在真实场景里很多都是比如对于同一个订单,需要去保证状态的轮转是按照预期的顺序来,而不必要全局的有序性。

    -

    对于这类的有序性,需要在发送和接收方都有对应的处理,在发送消息中,需要去指定 selector,即MessageQueueSelector,能够以固定的方式是分配到对应的 MessageQueue

    -

    比如像 RocketMQ 中的示例

    -
    SendResult sendResult = producer.send(msg, new MessageQueueSelector() {
    @Override
    public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
    Long id = (Long) arg; //message queue is selected by #salesOrderID
    long index = id % mqs.size();
    return mqs.get((int) index);
    }
    }, orderList.get(i).getOrderId());
    +

    首先看下直接创建的,

    +
    public MappedFile(final String fileName, final int fileSize) throws IOException {
    init(fileName, fileSize);
    }
    private void init(final String fileName, final int fileSize) throws IOException {
    this.fileName = fileName;
    this.fileSize = fileSize;
    this.file = new File(fileName);
    this.fileFromOffset = Long.parseLong(this.file.getName());
    boolean ok = false;

    ensureDirOK(this.file.getParent());

    try {
    // 通过 RandomAccessFile 创建 fileChannel
    this.fileChannel = new RandomAccessFile(this.file, "rw").getChannel();
    // 做 mmap 映射
    this.mappedByteBuffer = this.fileChannel.map(MapMode.READ_WRITE, 0, fileSize);
    TOTAL_MAPPED_VIRTUAL_MEMORY.addAndGet(fileSize);
    TOTAL_MAPPED_FILES.incrementAndGet();
    ok = true;
    } catch (FileNotFoundException e) {
    log.error("create file channel " + this.fileName + " Failed. ", e);
    throw e;
    } catch (IOException e) {
    log.error("map file " + this.fileName + " Failed. ", e);
    throw e;
    } finally {
    if (!ok && this.fileChannel != null) {
    this.fileChannel.close();
    }
    }
    }
    -

    而在消费侧有几个点比较重要,首先我们要保证一个 MessageQueue只被一个消费者消费,消费队列存在broker端,要保证 MessageQueue 只被一个消费者消费,那么消费者在进行消息拉取消费时就必须向mq服务器申请队列锁,消费者申请队列锁的代码存在于RebalanceService消息队列负载的实现代码中。

    -
    List<PullRequest> pullRequestList = new ArrayList<PullRequest>();
    for (MessageQueue mq : mqSet) {
    if (!this.processQueueTable.containsKey(mq)) {
    // 判断是否顺序,如果是顺序消费的,则需要加锁
    if (isOrder && !this.lock(mq)) {
    log.warn("doRebalance, {}, add a new mq failed, {}, because lock failed", consumerGroup, mq);
    continue;
    }

    this.removeDirtyOffset(mq);
    ProcessQueue pq = new ProcessQueue();
    long nextOffset = this.computePullFromWhere(mq);
    if (nextOffset >= 0) {
    ProcessQueue pre = this.processQueueTable.putIfAbsent(mq, pq);
    if (pre != null) {
    log.info("doRebalance, {}, mq already exists, {}", consumerGroup, mq);
    } else {
    log.info("doRebalance, {}, add a new mq, {}", consumerGroup, mq);
    PullRequest pullRequest = new PullRequest();
    pullRequest.setConsumerGroup(consumerGroup);
    pullRequest.setNextOffset(nextOffset);
    pullRequest.setMessageQueue(mq);
    pullRequest.setProcessQueue(pq);
    pullRequestList.add(pullRequest);
    changed = true;
    }
    } else {
    log.warn("doRebalance, {}, add new mq failed, {}", consumerGroup, mq);
    }
    }
    }
    +

    如果是提交给AllocateMappedFileService的话就用到了一些异步操作

    +
    public MappedFile putRequestAndReturnMappedFile(String nextFilePath, String nextNextFilePath, int fileSize) {
    int canSubmitRequests = 2;
    if (this.messageStore.getMessageStoreConfig().isTransientStorePoolEnable()) {
    if (this.messageStore.getMessageStoreConfig().isFastFailIfNoBufferInStorePool()
    && BrokerRole.SLAVE != this.messageStore.getMessageStoreConfig().getBrokerRole()) { //if broker is slave, don't fast fail even no buffer in pool
    canSubmitRequests = this.messageStore.getTransientStorePool().remainBufferNumbs() - this.requestQueue.size();
    }
    }
    // 将请求放在 requestTable 中
    AllocateRequest nextReq = new AllocateRequest(nextFilePath, fileSize);
    boolean nextPutOK = this.requestTable.putIfAbsent(nextFilePath, nextReq) == null;
    // requestTable 使用了 concurrentHashMap,用文件名作为 key,防止并发
    if (nextPutOK) {
    // 这里判断了是否可以提交到 TransientStorePool,涉及读写分离,后面再细聊
    if (canSubmitRequests <= 0) {
    log.warn("[NOTIFYME]TransientStorePool is not enough, so create mapped file error, " +
    "RequestQueueSize : {}, StorePoolSize: {}", this.requestQueue.size(), this.messageStore.getTransientStorePool().remainBufferNumbs());
    this.requestTable.remove(nextFilePath);
    return null;
    }
    // 塞到阻塞队列中
    boolean offerOK = this.requestQueue.offer(nextReq);
    if (!offerOK) {
    log.warn("never expected here, add a request to preallocate queue failed");
    }
    canSubmitRequests--;
    }

    // 这里的两个提交我猜测是为了多生成一个 CommitLog,
    AllocateRequest nextNextReq = new AllocateRequest(nextNextFilePath, fileSize);
    boolean nextNextPutOK = this.requestTable.putIfAbsent(nextNextFilePath, nextNextReq) == null;
    if (nextNextPutOK) {
    if (canSubmitRequests <= 0) {
    log.warn("[NOTIFYME]TransientStorePool is not enough, so skip preallocate mapped file, " +
    "RequestQueueSize : {}, StorePoolSize: {}", this.requestQueue.size(), this.messageStore.getTransientStorePool().remainBufferNumbs());
    this.requestTable.remove(nextNextFilePath);
    } else {
    boolean offerOK = this.requestQueue.offer(nextNextReq);
    if (!offerOK) {
    log.warn("never expected here, add a request to preallocate queue failed");
    }
    }
    }

    if (hasException) {
    log.warn(this.getServiceName() + " service has exception. so return null");
    return null;
    }

    AllocateRequest result = this.requestTable.get(nextFilePath);
    try {
    // 这里就异步等着
    if (result != null) {
    boolean waitOK = result.getCountDownLatch().await(waitTimeOut, TimeUnit.MILLISECONDS);
    if (!waitOK) {
    log.warn("create mmap timeout " + result.getFilePath() + " " + result.getFileSize());
    return null;
    } else {
    this.requestTable.remove(nextFilePath);
    return result.getMappedFile();
    }
    } else {
    log.error("find preallocate mmap failed, this never happen");
    }
    } catch (InterruptedException e) {
    log.warn(this.getServiceName() + " service has exception. ", e);
    }

    return null;
    }
    -

    在申请到锁之后会创建 pullRequest 进行消息拉取,消息拉取部分的代码实现在PullMessageService中,

    -
    @Override
    public void run() {
    log.info(this.getServiceName() + " service started");

    while (!this.isStopped()) {
    try {
    PullRequest pullRequest = this.pullRequestQueue.take();
    this.pullMessage(pullRequest);
    } catch (InterruptedException ignored) {
    } catch (Exception e) {
    log.error("Pull Message Service Run Method exception", e);
    }
    }

    log.info(this.getServiceName() + " service end");
    }
    +

    而真正去执行文件操作的就是 AllocateMappedFileService的 run 方法

    +
    public void run() {
    log.info(this.getServiceName() + " service started");

    while (!this.isStopped() && this.mmapOperation()) {

    }
    log.info(this.getServiceName() + " service end");
    }
    private boolean mmapOperation() {
    boolean isSuccess = false;
    AllocateRequest req = null;
    try {
    // 从阻塞队列里获取请求
    req = this.requestQueue.take();
    AllocateRequest expectedRequest = this.requestTable.get(req.getFilePath());
    if (null == expectedRequest) {
    log.warn("this mmap request expired, maybe cause timeout " + req.getFilePath() + " "
    + req.getFileSize());
    return true;
    }
    if (expectedRequest != req) {
    log.warn("never expected here, maybe cause timeout " + req.getFilePath() + " "
    + req.getFileSize() + ", req:" + req + ", expectedRequest:" + expectedRequest);
    return true;
    }

    if (req.getMappedFile() == null) {
    long beginTime = System.currentTimeMillis();

    MappedFile mappedFile;
    if (messageStore.getMessageStoreConfig().isTransientStorePoolEnable()) {
    try {
    // 通过 transientStorePool 创建
    mappedFile = ServiceLoader.load(MappedFile.class).iterator().next();
    mappedFile.init(req.getFilePath(), req.getFileSize(), messageStore.getTransientStorePool());
    } catch (RuntimeException e) {
    log.warn("Use default implementation.");
    // 默认创建
    mappedFile = new MappedFile(req.getFilePath(), req.getFileSize(), messageStore.getTransientStorePool());
    }
    } else {
    // 默认创建
    mappedFile = new MappedFile(req.getFilePath(), req.getFileSize());
    }

    long eclipseTime = UtilAll.computeEclipseTimeMilliseconds(beginTime);
    if (eclipseTime > 10) {
    int queueSize = this.requestQueue.size();
    log.warn("create mappedFile spent time(ms) " + eclipseTime + " queue size " + queueSize
    + " " + req.getFilePath() + " " + req.getFileSize());
    }

    // pre write mappedFile
    if (mappedFile.getFileSize() >= this.messageStore.getMessageStoreConfig()
    .getMapedFileSizeCommitLog()
    &&
    this.messageStore.getMessageStoreConfig().isWarmMapedFileEnable()) {
    mappedFile.warmMappedFile(this.messageStore.getMessageStoreConfig().getFlushDiskType(),
    this.messageStore.getMessageStoreConfig().getFlushLeastPagesWhenWarmMapedFile());
    }

    req.setMappedFile(mappedFile);
    this.hasException = false;
    isSuccess = true;
    }
    } catch (InterruptedException e) {
    log.warn(this.getServiceName() + " interrupted, possibly by shutdown.");
    this.hasException = true;
    return false;
    } catch (IOException e) {
    log.warn(this.getServiceName() + " service has exception. ", e);
    this.hasException = true;
    if (null != req) {
    requestQueue.offer(req);
    try {
    Thread.sleep(1);
    } catch (InterruptedException ignored) {
    }
    }
    } finally {
    if (req != null && isSuccess)
    // 通知前面等待的
    req.getCountDownLatch().countDown();
    }
    return true;
    }
    + + + + +]]>
    + + MQ + RocketMQ + 消息队列 + + + MQ + 消息队列 + RocketMQ + +
    + + 聊一下 RocketMQ 的消息存储四 + /2021/10/17/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E5%9B%9B/ + IndexFile 结构 hash 结构能够通过 key 寻找到对应在 CommitLog 中的位置

    +

    IndexFile 的构建则是分发给这个进行处理

    +
    class CommitLogDispatcherBuildIndex implements CommitLogDispatcher {

    @Override
    public void dispatch(DispatchRequest request) {
    if (DefaultMessageStore.this.messageStoreConfig.isMessageIndexEnable()) {
    DefaultMessageStore.this.indexService.buildIndex(request);
    }
    }
    }
    public void buildIndex(DispatchRequest req) {
    IndexFile indexFile = retryGetAndCreateIndexFile();
    if (indexFile != null) {
    long endPhyOffset = indexFile.getEndPhyOffset();
    DispatchRequest msg = req;
    String topic = msg.getTopic();
    String keys = msg.getKeys();
    if (msg.getCommitLogOffset() < endPhyOffset) {
    return;
    }

    final int tranType = MessageSysFlag.getTransactionValue(msg.getSysFlag());
    switch (tranType) {
    case MessageSysFlag.TRANSACTION_NOT_TYPE:
    case MessageSysFlag.TRANSACTION_PREPARED_TYPE:
    case MessageSysFlag.TRANSACTION_COMMIT_TYPE:
    break;
    case MessageSysFlag.TRANSACTION_ROLLBACK_TYPE:
    return;
    }

    if (req.getUniqKey() != null) {
    indexFile = putKey(indexFile, msg, buildKey(topic, req.getUniqKey()));
    if (indexFile == null) {
    log.error("putKey error commitlog {} uniqkey {}", req.getCommitLogOffset(), req.getUniqKey());
    return;
    }
    }

    if (keys != null && keys.length() > 0) {
    String[] keyset = keys.split(MessageConst.KEY_SEPARATOR);
    for (int i = 0; i < keyset.length; i++) {
    String key = keyset[i];
    if (key.length() > 0) {
    indexFile = putKey(indexFile, msg, buildKey(topic, key));
    if (indexFile == null) {
    log.error("putKey error commitlog {} uniqkey {}", req.getCommitLogOffset(), req.getUniqKey());
    return;
    }
    }
    }
    }
    } else {
    log.error("build index error, stop building index");
    }
    }
    -

    消息拉取完后,需要提交到ConsumeMessageService中进行消费,顺序消费的实现为ConsumeMessageOrderlyService,提交消息进行消费的方法为ConsumeMessageOrderlyService#submitConsumeRequest,具体实现如下:

    -
    @Override
    public void submitConsumeRequest(
    final List<MessageExt> msgs,
    final ProcessQueue processQueue,
    final MessageQueue messageQueue,
    final boolean dispathToConsume) {
    if (dispathToConsume) {
    ConsumeRequest consumeRequest = new ConsumeRequest(processQueue, messageQueue);
    this.consumeExecutor.submit(consumeRequest);
    }
    }
    +

    配置的数量

    +
    private boolean messageIndexEnable = true;
    private int maxHashSlotNum = 5000000;
    private int maxIndexNum = 5000000 * 4;
    -

    构建了一个ConsumeRequest对象,它是个实现了 runnable 接口的类,并提交给了线程池来并行消费,看下顺序消费的ConsumeRequest的run方法实现:

    -
    @Override
    public void run() {
    if (this.processQueue.isDropped()) {
    log.warn("run, the message queue not be able to consume, because it's dropped. {}", this.messageQueue);
    return;
    }
    // 获得 Consumer 消息队列锁,即单个线程独占
    final Object objLock = messageQueueLock.fetchLockObject(this.messageQueue);
    synchronized (objLock) {
    // (广播模式) 或者 (集群模式 && Broker消息队列锁有效)
    if (MessageModel.BROADCASTING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
    || (this.processQueue.isLocked() && !this.processQueue.isLockExpired())) {
    final long beginTime = System.currentTimeMillis();
    // 循环
    for (boolean continueConsume = true; continueConsume; ) {
    if (this.processQueue.isDropped()) {
    log.warn("the message queue not be able to consume, because it's dropped. {}", this.messageQueue);
    break;
    }

    // 消息队列分布式锁未锁定,提交延迟获得锁并消费请求
    if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
    && !this.processQueue.isLocked()) {
    log.warn("the message queue not locked, so consume later, {}", this.messageQueue);
    ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 10);
    break;
    }

    // 消息队列分布式锁已经过期,提交延迟获得锁并消费请求
    if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
    && this.processQueue.isLockExpired()) {
    log.warn("the message queue lock expired, so consume later, {}", this.messageQueue);
    ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 10);
    break;
    }
    // 当前周期消费时间超过连续时长,默认:60s,提交延迟消费请求。默认情况下,每消费1分钟休息10ms。
    long interval = System.currentTimeMillis() - beginTime;
    if (interval > MAX_TIME_CONSUME_CONTINUOUSLY) {
    ConsumeMessageOrderlyService.this.submitConsumeRequestLater(processQueue, messageQueue, 10);
    break;
    }
    // 获取消费消息。此处和并发消息请求不同,并发消息请求已经带了消费哪些消息。
    final int consumeBatchSize =
    ConsumeMessageOrderlyService.this.defaultMQPushConsumer.getConsumeMessageBatchMaxSize();

    List<MessageExt> msgs = this.processQueue.takeMessags(consumeBatchSize);
    defaultMQPushConsumerImpl.resetRetryAndNamespace(msgs, defaultMQPushConsumer.getConsumerGroup());
    if (!msgs.isEmpty()) {
    final ConsumeOrderlyContext context = new ConsumeOrderlyContext(this.messageQueue);

    ConsumeOrderlyStatus status = null;

    ConsumeMessageContext consumeMessageContext = null;
    if (ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.hasHook()) {
    consumeMessageContext = new ConsumeMessageContext();
    consumeMessageContext
    .setConsumerGroup(ConsumeMessageOrderlyService.this.defaultMQPushConsumer.getConsumerGroup());
    consumeMessageContext.setNamespace(defaultMQPushConsumer.getNamespace());
    consumeMessageContext.setMq(messageQueue);
    consumeMessageContext.setMsgList(msgs);
    consumeMessageContext.setSuccess(false);
    // init the consume context type
    consumeMessageContext.setProps(new HashMap<String, String>());
    ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.executeHookBefore(consumeMessageContext);
    }
    // 执行消费
    long beginTimestamp = System.currentTimeMillis();
    ConsumeReturnType returnType = ConsumeReturnType.SUCCESS;
    boolean hasException = false;
    try {
    this.processQueue.getLockConsume().lock(); // 锁定处理队列
    if (this.processQueue.isDropped()) {
    log.warn("consumeMessage, the message queue not be able to consume, because it's dropped. {}",
    this.messageQueue);
    break;
    }

    status = messageListener.consumeMessage(Collections.unmodifiableList(msgs), context);
    } catch (Throwable e) {
    log.warn("consumeMessage exception: {} Group: {} Msgs: {} MQ: {}",
    RemotingHelper.exceptionSimpleDesc(e),
    ConsumeMessageOrderlyService.this.consumerGroup,
    msgs,
    messageQueue);
    hasException = true;
    } finally {
    this.processQueue.getLockConsume().unlock(); // 解锁
    }

    if (null == status
    || ConsumeOrderlyStatus.ROLLBACK == status
    || ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT == status) {
    log.warn("consumeMessage Orderly return not OK, Group: {} Msgs: {} MQ: {}",
    ConsumeMessageOrderlyService.this.consumerGroup,
    msgs,
    messageQueue);
    }

    long consumeRT = System.currentTimeMillis() - beginTimestamp;
    if (null == status) {
    if (hasException) {
    returnType = ConsumeReturnType.EXCEPTION;
    } else {
    returnType = ConsumeReturnType.RETURNNULL;
    }
    } else if (consumeRT >= defaultMQPushConsumer.getConsumeTimeout() * 60 * 1000) {
    returnType = ConsumeReturnType.TIME_OUT;
    } else if (ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT == status) {
    returnType = ConsumeReturnType.FAILED;
    } else if (ConsumeOrderlyStatus.SUCCESS == status) {
    returnType = ConsumeReturnType.SUCCESS;
    }

    if (ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.hasHook()) {
    consumeMessageContext.getProps().put(MixAll.CONSUME_CONTEXT_TYPE, returnType.name());
    }

    if (null == status) {
    status = ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT;
    }

    if (ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.hasHook()) {
    consumeMessageContext.setStatus(status.toString());
    consumeMessageContext
    .setSuccess(ConsumeOrderlyStatus.SUCCESS == status || ConsumeOrderlyStatus.COMMIT == status);
    ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.executeHookAfter(consumeMessageContext);
    }

    ConsumeMessageOrderlyService.this.getConsumerStatsManager()
    .incConsumeRT(ConsumeMessageOrderlyService.this.consumerGroup, messageQueue.getTopic(), consumeRT);

    continueConsume = ConsumeMessageOrderlyService.this.processConsumeResult(msgs, status, context, this);
    } else {
    continueConsume = false;
    }
    }
    } else {
    if (this.processQueue.isDropped()) {
    log.warn("the message queue not be able to consume, because it's dropped. {}", this.messageQueue);
    return;
    }

    ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 100);
    }
    }
    }
    +

    最核心的其实是 IndexFile 的结构和如何写入

    +
    public boolean putKey(final String key, final long phyOffset, final long storeTimestamp) {
    if (this.indexHeader.getIndexCount() < this.indexNum) {
    // 获取 key 的 hash
    int keyHash = indexKeyHashMethod(key);
    // 计算属于哪个 slot
    int slotPos = keyHash % this.hashSlotNum;
    // 计算 slot 位置 因为结构是有个 indexHead,主要是分为三段 header,slot 和 index
    int absSlotPos = IndexHeader.INDEX_HEADER_SIZE + slotPos * hashSlotSize;

    FileLock fileLock = null;

    try {

    // fileLock = this.fileChannel.lock(absSlotPos, hashSlotSize,
    // false);
    int slotValue = this.mappedByteBuffer.getInt(absSlotPos);
    if (slotValue <= invalidIndex || slotValue > this.indexHeader.getIndexCount()) {
    slotValue = invalidIndex;
    }

    long timeDiff = storeTimestamp - this.indexHeader.getBeginTimestamp();

    timeDiff = timeDiff / 1000;

    if (this.indexHeader.getBeginTimestamp() <= 0) {
    timeDiff = 0;
    } else if (timeDiff > Integer.MAX_VALUE) {
    timeDiff = Integer.MAX_VALUE;
    } else if (timeDiff < 0) {
    timeDiff = 0;
    }

    // 计算索引存放位置,头部 + slot 数量 * slot 大小 + 已有的 index 数量 + index 大小
    int absIndexPos =
    IndexHeader.INDEX_HEADER_SIZE + this.hashSlotNum * hashSlotSize
    + this.indexHeader.getIndexCount() * indexSize;

    this.mappedByteBuffer.putInt(absIndexPos, keyHash);
    this.mappedByteBuffer.putLong(absIndexPos + 4, phyOffset);
    this.mappedByteBuffer.putInt(absIndexPos + 4 + 8, (int) timeDiff);
    this.mappedByteBuffer.putInt(absIndexPos + 4 + 8 + 4, slotValue);

    // 存放的是数量位移,不是绝对位置
    this.mappedByteBuffer.putInt(absSlotPos, this.indexHeader.getIndexCount());

    if (this.indexHeader.getIndexCount() <= 1) {
    this.indexHeader.setBeginPhyOffset(phyOffset);
    this.indexHeader.setBeginTimestamp(storeTimestamp);
    }

    this.indexHeader.incHashSlotCount();
    this.indexHeader.incIndexCount();
    this.indexHeader.setEndPhyOffset(phyOffset);
    this.indexHeader.setEndTimestamp(storeTimestamp);

    return true;
    } catch (Exception e) {
    log.error("putKey exception, Key: " + key + " KeyHashCode: " + key.hashCode(), e);
    } finally {
    if (fileLock != null) {
    try {
    fileLock.release();
    } catch (IOException e) {
    log.error("Failed to release the lock", e);
    }
    }
    }
    } else {
    log.warn("Over index file capacity: index count = " + this.indexHeader.getIndexCount()
    + "; index max num = " + this.indexNum);
    }

    return false;
    }
    -

    获取到锁对象后,使用synchronized尝试申请线程级独占锁。

    -

    如果加锁成功,同一时刻只有一个线程进行消息消费。

    -

    如果加锁失败,会延迟100ms重新尝试向broker端申请锁定messageQueue,锁定成功后重新提交消费请求

    -

    创建消息拉取任务时,消息客户端向broker端申请锁定MessageQueue,使得一个MessageQueue同一个时刻只能被一个消费客户端消费。

    -

    消息消费时,多线程针对同一个消息队列的消费先尝试使用synchronized申请独占锁,加锁成功才能进行消费,使得一个MessageQueue同一个时刻只能被一个消费客户端中一个线程消费。
    这里其实还有很重要的一点是对processQueue的加锁,这里其实是保证了在 rebalance的过程中如果 processQueue 被分配给了另一个 consumer,但是当前已经被我这个 consumer 再消费,但是没提交,就有可能出现被两个消费者消费,所以得进行加锁保证不受 rebalance 影响。

    +

    具体可以看一下这个简略的示意图

    ]]>
    MQ @@ -5644,6 +5622,44 @@ user3: 数据源动态切换
    + + 聊一下 RocketMQ 的顺序消息 + /2021/08/29/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E9%A1%BA%E5%BA%8F%E6%B6%88%E6%81%AF/ + rocketmq 里有一种比较特殊的用法,就是顺序消息,比如订单的生命周期里,在创建,支付,签收等状态轮转中,会发出来对应的消息,这里面就比较需要去保证他们的顺序,当然在处理的业务代码也可以做对应的处理,结合消息重投,但是如果这里消息就能保证顺序性了,那么业务代码就能更好的关注业务代码的处理。

    +

    首先有一种情况是全局的有序,比如对于一个 topic 里就得发送线程保证只有一个,内部的 queue 也只有一个,消费线程也只有一个,这样就能比较容易的保证全局顺序性了,但是这里的问题就是完全限制了性能,不是很现实,在真实场景里很多都是比如对于同一个订单,需要去保证状态的轮转是按照预期的顺序来,而不必要全局的有序性。

    +

    对于这类的有序性,需要在发送和接收方都有对应的处理,在发送消息中,需要去指定 selector,即MessageQueueSelector,能够以固定的方式是分配到对应的 MessageQueue

    +

    比如像 RocketMQ 中的示例

    +
    SendResult sendResult = producer.send(msg, new MessageQueueSelector() {
    @Override
    public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
    Long id = (Long) arg; //message queue is selected by #salesOrderID
    long index = id % mqs.size();
    return mqs.get((int) index);
    }
    }, orderList.get(i).getOrderId());
    + +

    而在消费侧有几个点比较重要,首先我们要保证一个 MessageQueue只被一个消费者消费,消费队列存在broker端,要保证 MessageQueue 只被一个消费者消费,那么消费者在进行消息拉取消费时就必须向mq服务器申请队列锁,消费者申请队列锁的代码存在于RebalanceService消息队列负载的实现代码中。

    +
    List<PullRequest> pullRequestList = new ArrayList<PullRequest>();
    for (MessageQueue mq : mqSet) {
    if (!this.processQueueTable.containsKey(mq)) {
    // 判断是否顺序,如果是顺序消费的,则需要加锁
    if (isOrder && !this.lock(mq)) {
    log.warn("doRebalance, {}, add a new mq failed, {}, because lock failed", consumerGroup, mq);
    continue;
    }

    this.removeDirtyOffset(mq);
    ProcessQueue pq = new ProcessQueue();
    long nextOffset = this.computePullFromWhere(mq);
    if (nextOffset >= 0) {
    ProcessQueue pre = this.processQueueTable.putIfAbsent(mq, pq);
    if (pre != null) {
    log.info("doRebalance, {}, mq already exists, {}", consumerGroup, mq);
    } else {
    log.info("doRebalance, {}, add a new mq, {}", consumerGroup, mq);
    PullRequest pullRequest = new PullRequest();
    pullRequest.setConsumerGroup(consumerGroup);
    pullRequest.setNextOffset(nextOffset);
    pullRequest.setMessageQueue(mq);
    pullRequest.setProcessQueue(pq);
    pullRequestList.add(pullRequest);
    changed = true;
    }
    } else {
    log.warn("doRebalance, {}, add new mq failed, {}", consumerGroup, mq);
    }
    }
    }
    + +

    在申请到锁之后会创建 pullRequest 进行消息拉取,消息拉取部分的代码实现在PullMessageService中,

    +
    @Override
    public void run() {
    log.info(this.getServiceName() + " service started");

    while (!this.isStopped()) {
    try {
    PullRequest pullRequest = this.pullRequestQueue.take();
    this.pullMessage(pullRequest);
    } catch (InterruptedException ignored) {
    } catch (Exception e) {
    log.error("Pull Message Service Run Method exception", e);
    }
    }

    log.info(this.getServiceName() + " service end");
    }
    + +

    消息拉取完后,需要提交到ConsumeMessageService中进行消费,顺序消费的实现为ConsumeMessageOrderlyService,提交消息进行消费的方法为ConsumeMessageOrderlyService#submitConsumeRequest,具体实现如下:

    +
    @Override
    public void submitConsumeRequest(
    final List<MessageExt> msgs,
    final ProcessQueue processQueue,
    final MessageQueue messageQueue,
    final boolean dispathToConsume) {
    if (dispathToConsume) {
    ConsumeRequest consumeRequest = new ConsumeRequest(processQueue, messageQueue);
    this.consumeExecutor.submit(consumeRequest);
    }
    }
    + +

    构建了一个ConsumeRequest对象,它是个实现了 runnable 接口的类,并提交给了线程池来并行消费,看下顺序消费的ConsumeRequest的run方法实现:

    +
    @Override
    public void run() {
    if (this.processQueue.isDropped()) {
    log.warn("run, the message queue not be able to consume, because it's dropped. {}", this.messageQueue);
    return;
    }
    // 获得 Consumer 消息队列锁,即单个线程独占
    final Object objLock = messageQueueLock.fetchLockObject(this.messageQueue);
    synchronized (objLock) {
    // (广播模式) 或者 (集群模式 && Broker消息队列锁有效)
    if (MessageModel.BROADCASTING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
    || (this.processQueue.isLocked() && !this.processQueue.isLockExpired())) {
    final long beginTime = System.currentTimeMillis();
    // 循环
    for (boolean continueConsume = true; continueConsume; ) {
    if (this.processQueue.isDropped()) {
    log.warn("the message queue not be able to consume, because it's dropped. {}", this.messageQueue);
    break;
    }

    // 消息队列分布式锁未锁定,提交延迟获得锁并消费请求
    if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
    && !this.processQueue.isLocked()) {
    log.warn("the message queue not locked, so consume later, {}", this.messageQueue);
    ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 10);
    break;
    }

    // 消息队列分布式锁已经过期,提交延迟获得锁并消费请求
    if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
    && this.processQueue.isLockExpired()) {
    log.warn("the message queue lock expired, so consume later, {}", this.messageQueue);
    ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 10);
    break;
    }
    // 当前周期消费时间超过连续时长,默认:60s,提交延迟消费请求。默认情况下,每消费1分钟休息10ms。
    long interval = System.currentTimeMillis() - beginTime;
    if (interval > MAX_TIME_CONSUME_CONTINUOUSLY) {
    ConsumeMessageOrderlyService.this.submitConsumeRequestLater(processQueue, messageQueue, 10);
    break;
    }
    // 获取消费消息。此处和并发消息请求不同,并发消息请求已经带了消费哪些消息。
    final int consumeBatchSize =
    ConsumeMessageOrderlyService.this.defaultMQPushConsumer.getConsumeMessageBatchMaxSize();

    List<MessageExt> msgs = this.processQueue.takeMessags(consumeBatchSize);
    defaultMQPushConsumerImpl.resetRetryAndNamespace(msgs, defaultMQPushConsumer.getConsumerGroup());
    if (!msgs.isEmpty()) {
    final ConsumeOrderlyContext context = new ConsumeOrderlyContext(this.messageQueue);

    ConsumeOrderlyStatus status = null;

    ConsumeMessageContext consumeMessageContext = null;
    if (ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.hasHook()) {
    consumeMessageContext = new ConsumeMessageContext();
    consumeMessageContext
    .setConsumerGroup(ConsumeMessageOrderlyService.this.defaultMQPushConsumer.getConsumerGroup());
    consumeMessageContext.setNamespace(defaultMQPushConsumer.getNamespace());
    consumeMessageContext.setMq(messageQueue);
    consumeMessageContext.setMsgList(msgs);
    consumeMessageContext.setSuccess(false);
    // init the consume context type
    consumeMessageContext.setProps(new HashMap<String, String>());
    ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.executeHookBefore(consumeMessageContext);
    }
    // 执行消费
    long beginTimestamp = System.currentTimeMillis();
    ConsumeReturnType returnType = ConsumeReturnType.SUCCESS;
    boolean hasException = false;
    try {
    this.processQueue.getLockConsume().lock(); // 锁定处理队列
    if (this.processQueue.isDropped()) {
    log.warn("consumeMessage, the message queue not be able to consume, because it's dropped. {}",
    this.messageQueue);
    break;
    }

    status = messageListener.consumeMessage(Collections.unmodifiableList(msgs), context);
    } catch (Throwable e) {
    log.warn("consumeMessage exception: {} Group: {} Msgs: {} MQ: {}",
    RemotingHelper.exceptionSimpleDesc(e),
    ConsumeMessageOrderlyService.this.consumerGroup,
    msgs,
    messageQueue);
    hasException = true;
    } finally {
    this.processQueue.getLockConsume().unlock(); // 解锁
    }

    if (null == status
    || ConsumeOrderlyStatus.ROLLBACK == status
    || ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT == status) {
    log.warn("consumeMessage Orderly return not OK, Group: {} Msgs: {} MQ: {}",
    ConsumeMessageOrderlyService.this.consumerGroup,
    msgs,
    messageQueue);
    }

    long consumeRT = System.currentTimeMillis() - beginTimestamp;
    if (null == status) {
    if (hasException) {
    returnType = ConsumeReturnType.EXCEPTION;
    } else {
    returnType = ConsumeReturnType.RETURNNULL;
    }
    } else if (consumeRT >= defaultMQPushConsumer.getConsumeTimeout() * 60 * 1000) {
    returnType = ConsumeReturnType.TIME_OUT;
    } else if (ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT == status) {
    returnType = ConsumeReturnType.FAILED;
    } else if (ConsumeOrderlyStatus.SUCCESS == status) {
    returnType = ConsumeReturnType.SUCCESS;
    }

    if (ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.hasHook()) {
    consumeMessageContext.getProps().put(MixAll.CONSUME_CONTEXT_TYPE, returnType.name());
    }

    if (null == status) {
    status = ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT;
    }

    if (ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.hasHook()) {
    consumeMessageContext.setStatus(status.toString());
    consumeMessageContext
    .setSuccess(ConsumeOrderlyStatus.SUCCESS == status || ConsumeOrderlyStatus.COMMIT == status);
    ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.executeHookAfter(consumeMessageContext);
    }

    ConsumeMessageOrderlyService.this.getConsumerStatsManager()
    .incConsumeRT(ConsumeMessageOrderlyService.this.consumerGroup, messageQueue.getTopic(), consumeRT);

    continueConsume = ConsumeMessageOrderlyService.this.processConsumeResult(msgs, status, context, this);
    } else {
    continueConsume = false;
    }
    }
    } else {
    if (this.processQueue.isDropped()) {
    log.warn("the message queue not be able to consume, because it's dropped. {}", this.messageQueue);
    return;
    }

    ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 100);
    }
    }
    }
    + +

    获取到锁对象后,使用synchronized尝试申请线程级独占锁。

    +

    如果加锁成功,同一时刻只有一个线程进行消息消费。

    +

    如果加锁失败,会延迟100ms重新尝试向broker端申请锁定messageQueue,锁定成功后重新提交消费请求

    +

    创建消息拉取任务时,消息客户端向broker端申请锁定MessageQueue,使得一个MessageQueue同一个时刻只能被一个消费客户端消费。

    +

    消息消费时,多线程针对同一个消息队列的消费先尝试使用synchronized申请独占锁,加锁成功才能进行消费,使得一个MessageQueue同一个时刻只能被一个消费客户端中一个线程消费。
    这里其实还有很重要的一点是对processQueue的加锁,这里其实是保证了在 rebalance的过程中如果 processQueue 被分配给了另一个 consumer,但是当前已经被我这个 consumer 再消费,但是没提交,就有可能出现被两个消费者消费,所以得进行加锁保证不受 rebalance 影响。

    +]]>
    + + MQ + RocketMQ + 消息队列 + + + MQ + 消息队列 + RocketMQ + +
    聊一下关于怎么陪伴学习 /2022/11/06/%E8%81%8A%E4%B8%80%E4%B8%8B%E5%85%B3%E4%BA%8E%E6%80%8E%E4%B9%88%E9%99%AA%E4%BC%B4%E5%AD%A6%E4%B9%A0/ @@ -5657,29 +5673,103 @@ user3: - 聊一下 SpringBoot 设置非 web 应用的方法 - /2022/07/31/%E8%81%8A%E4%B8%80%E4%B8%8B-SpringBoot-%E8%AE%BE%E7%BD%AE%E9%9D%9E-web-%E5%BA%94%E7%94%A8%E7%9A%84%E6%96%B9%E6%B3%95/ - 寻找原因

    这次碰到一个比较奇怪的问题,应该统一发布脚本统一给应用启动参数传了个 -Dserver.port=xxxx,其实这个端口会作为 dubbo 的服务端口,并且应用也不提供 web 服务,但是在启动的时候会报embedded servlet container failed to start. port xxxx was already in use就觉得有点奇怪,仔细看了启动参数猜测可能是这个问题,有可能是依赖的二方三方包带了 spring-web 的包,然后基于 springboot 的 auto configuration 会把这个自己加载,就在本地复现了下这个问题,结果的确是这个问题。

    -

    解决方案

    老版本 设置 spring 不带 web 功能

    比较老的 springboot 版本,可以使用

    -
    SpringApplication app = new SpringApplication(XXXXXApplication.class);
    app.setWebEnvironment(false);
    app.run(args);
    -

    新版本

    新版本的 springboot (>= 2.0.0)可以在 properties 里配置

    -
    spring.main.web-application-type=none
    -

    或者

    -
    SpringApplication app = new SpringApplication(XXXXXApplication.class);
    app.setWebApplicationType(WebApplicationType.NONE);
    -

    这个枚举里还有其他两种配置

    -
    public enum WebApplicationType {

    /**
    * The application should not run as a web application and should not start an
    * embedded web server.
    */
    NONE,

    /**
    * The application should run as a servlet-based web application and should start an
    * embedded servlet web server.
    */
    SERVLET,

    /**
    * The application should run as a reactive web application and should start an
    * embedded reactive web server.
    */
    REACTIVE

    }
    -

    相当于是把none 的类型和包括 servlet 和 reactive 放进了枚举类进行控制。

    + 聊一聊 https 的逻辑 + /2024/03/10/%E8%81%8A%E4%B8%80%E8%81%8A-https-%E7%9A%84%E9%80%BB%E8%BE%91/ + https 和 tls

    https 我原本的理解来自于几个概念

    +

    第一个是非对称加密

    +

    也就是公钥可以公开在网上,然后用公钥加密,由私有的私钥进行解密,然后就对 https 有了初步的偏颇的概念,就是浏览器用公钥进行加密,服务器端用私钥进行解密,这里再仔细想想会延伸出来几个问题,也是逐步完善我的后续理解

    +

    第二个就是非对称加密以后的对称加密

    +

    因为对加密的理解是超大的质数(这个还来源于大学的数据结构老师)相乘后会很难做质因数分解,比如最大的质数2^82,589,933 − 1,用十进制表示有24,862,048位,用现在计算机来算也是非常难的,那如果一直采用非对称加密,这个效率也会比较低,所以在网上查了一番之后知道了是先采用非对称加密,然后再用对称加密,因为非对称加密先有了安全保证,后续的消息就可以用对称加密的方式来进行传输安全了

    +

    第三个是最近一次看到的

    +

    也是一直缺乏思考的问题,因为 https 我们在使用的时候都会购买证书或者使用免费的证书,那这个证书和前面说的公私钥是什么关系,好像一直是悬空的,没想过这中间的相关性,证书究竟是怎么起作用的

    +

    下面是摘自 cloudflare 的 tls 握手流程,把证书的使用方式说的比较明白了

    +

    TLS 握手是由客户端和服务器交换的一系列数据报或消息。TLS 握手涉及多个步骤,因为客户端和服务器要交换完成握手和进行进一步对话所需的信息。

    +

    TLS 握手中的确切步骤将根据所使用的密钥交换算法的种类和双方支持的密码套件而有所不同。RSA 密钥交换算法虽然现在被认为不安全,但曾在 1.3 之前的 TLS 版本中使用。大致如下:

    +
      +
    1. “客户端问候(client hello)” 消息: 客户端通过向服务器发送“问候”消息来开始握手。该消息将包含客户端支持的 TLS 版本,支持的密码套件,以及称为一串称为“客户端随机数(client random)”的随机字节。
    2. +
    3. “服务器问候(server hello)”消息: 作为对 client hello 消息的回复,服务器发送一条消息,内含服务器的 SSL 证书、服务器选择的密码套件,以及“服务器随机数(server random)”,即由服务器生成的另一串随机字节。
    4. +
    5. 身份验证: 客户端使用颁发该证书的证书颁发机构验证服务器的 SSL 证书。此举确认服务器是其声称的身份,且客户端正在与该域的实际所有者进行交互。
    6. +
    7. 预主密钥: 客户端再发送一串随机字节,即“预主密钥(premaster secret)”。预主密钥是使用公钥加密的,只能使用服务器的私钥解密。(客户端从服务器的 SSL 证书中获得公钥。)
    8. +
    9. 私钥被使用:服务器对预主密钥进行解密。
    10. +
    11. 生成会话密钥:客户端和服务器均使用客户端随机数、服务器随机数和预主密钥生成会话密钥。双方应得到相同的结果。
    12. +
    13. 客户端就绪:客户端发送一条“已完成”消息,该消息用会话密钥加密。
    14. +
    15. 服务器就绪:服务器发送一条“已完成”消息,该消息用会话密钥加密。
    16. +
    17. 实现安全对称加密:已完成握手,并使用会话密钥继续进行通信。
    18. +
    +

    为了学习这个过程,我们尝试用 Chrome 的自带抓包工具,以往这是可以通过在 Chrome 地址栏中输入 chrome://net-internals/#events 来打开,现在变成了两部分,chrome://net-export/ 这里可以开始抓包,然后会记录下一个抓包日志文件里,

    +

    +

    然后再打开

    +

    https://netlog-viewer.appspot.com/#events 来查看具体的日志

    +

    这里我们以打开百度为例,即在打开 chrome://net-export/ 并启动抓包后,再在一个新 tab 打开 baidu.com,然后关闭

    +

    将日志文件在 https://netlog-viewer.appspot.com/#events 打开

    +

    +

    这里可以看到

    +

    +

    --> type 1 表示现在 tls 握手进行到哪一步了, 对应的值表示不同的阶段

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    代码(type)释义
    0HelloRequest
    1ClientHello
    2ServerHello
    11Certificate
    12ServerKeyExchange
    13CertificateRequest
    14ServerHelloDone
    15CertificateVerify
    16ClientKeyExchange
    20Finished
    +

    具体的对应关系是在这边

    +

    比如 11 之后表示我们从服务端收到了证书

    +

    +

    然后就要去验证证书的可靠性

    +

    +

    后面是验证后的结果

    +

    +

    +

    最后就是交换对称会话秘钥然后完成握手

    +

    ]]>
    - Java - SpringBoot + 网络 - Java - Spring - SpringBoot - 自动装配 - AutoConfiguration + http
    @@ -5788,46 +5878,6 @@ user3: SPI - - 聊聊 Dubbo 的容错机制 - /2020/11/22/%E8%81%8A%E8%81%8A-Dubbo-%E7%9A%84%E5%AE%B9%E9%94%99%E6%9C%BA%E5%88%B6/ - 之前看了 dubbo 的一些代码,在学习过程中,主要关注那些比较“高级”的内容,SPI,自适应扩展等,却忘了一些作为一个 rpc 框架最核心需要的部分,比如如何通信,序列化,网络,容错机制等等,因为其实这个最核心的就是远程调用,自适应扩展其实就是让代码可扩展性,可读性,更优雅等,写的搓一点其实也问题不大,但是一个合适的通信协议,序列化方法,如何容错等却是真正保证是一个 rpc 框架最重要的要素。
    首先来看这张图
    cluster
    在集群调用失败时,Dubbo 提供了多种容错方案,缺省为 failover 重试。
    各节点关系:

    -
      -
    • 这里的 InvokerProvider 的一个可调用 Service 的抽象,Invoker 封装了 Provider 地址及 Service 接口信息
    • -
    • Directory 代表多个 Invoker,可以把它看成 List<Invoker> ,但与 List 不同的是,它的值可能是动态变化的,比如注册中心推送变更
    • -
    • ClusterDirectory 中的多个 Invoker 伪装成一个 Invoker,对上层透明,伪装过程包含了容错逻辑,调用失败后,重试另一个
    • -
    • Router 负责从多个 Invoker 中按路由规则选出子集,比如读写分离,应用隔离等
    • -
    • LoadBalance 负责从多个 Invoker 中选出具体的一个用于本次调用,选的过程包含了负载均衡算法,调用失败后,需要重选
    • -
    -

    集群容错模式

    Failover Cluster

    失败自动切换,当出现失败,重试其它服务器 1。通常用于读操作,但重试会带来更长延迟。可通过 retries=”2” 来设置重试次数(不含第一次)。

    -

    重试次数配置如下:

    -

    <dubbo:service retries=”2” />
    这里重点看下 Failover Cluster集群模式的实现

    -
    public class FailoverCluster implements Cluster {

    public final static String NAME = "failover";

    public <T> Invoker<T> join(Directory<T> directory) throws RpcException {
    return new FailoverClusterInvoker<T>(directory);
    }

    }
    -

    这个代码就非常简单,重点需要看FailoverClusterInvoker里的代码,FailoverClusterInvoker继承了AbstractClusterInvoker类,其中invoke 方法是在抽象类里实现的

    -
    @Override
    public Result invoke(final Invocation invocation) throws RpcException {
    checkWhetherDestroyed();
    // binding attachments into invocation.
    // 绑定 attachments 到 invocation 中.
    Map<String, Object> contextAttachments = RpcContext.getContext().getObjectAttachments();
    if (contextAttachments != null && contextAttachments.size() != 0) {
    ((RpcInvocation) invocation).addObjectAttachments(contextAttachments);
    }
    // 列举 Invoker
    List<Invoker<T>> invokers = list(invocation);
    // 加载 LoadBalance 负载均衡器
    LoadBalance loadbalance = initLoadBalance(invokers, invocation);
    RpcUtils.attachInvocationIdIfAsync(getUrl(), invocation);
    // 调用 实际的 doInvoke 进行后续操作
    return doInvoke(invocation, invokers, loadbalance);
    }
    // 这是个抽象方法,实际是由子类实现的
    protected abstract Result doInvoke(Invocation invocation, List<Invoker<T>> invokers,
    LoadBalance loadbalance) throws RpcException;
    -

    然后重点就是FailoverClusterInvoker中的doInvoke方法了,其实它里面也就这么一个方法

    -
    @Override
    @SuppressWarnings({"unchecked", "rawtypes"})
    public Result doInvoke(Invocation invocation, final List<Invoker<T>> invokers, LoadBalance loadbalance) throws RpcException {
    List<Invoker<T>> copyInvokers = invokers;
    checkInvokers(copyInvokers, invocation);
    String methodName = RpcUtils.getMethodName(invocation);
    // 获取重试次数,这里默认是 2 次,还有可以注意下后面的+1
    int len = getUrl().getMethodParameter(methodName, RETRIES_KEY, DEFAULT_RETRIES) + 1;
    if (len <= 0) {
    len = 1;
    }
    // retry loop.
    RpcException le = null; // last exception.
    List<Invoker<T>> invoked = new ArrayList<Invoker<T>>(copyInvokers.size()); // invoked invokers.
    Set<String> providers = new HashSet<String>(len);
    // 循环调用,失败重试
    for (int i = 0; i < len; i++) {
    //Reselect before retry to avoid a change of candidate `invokers`.
    //NOTE: if `invokers` changed, then `invoked` also lose accuracy.
    if (i > 0) {
    checkWhetherDestroyed();
    // 在进行重试前重新列举 Invoker,这样做的好处是,如果某个服务挂了,
    // 通过调用 list 可得到最新可用的 Invoker 列表
    copyInvokers = list(invocation);
    // check again
    // 对 copyinvokers 进行判空检查
    checkInvokers(copyInvokers, invocation);
    }
    // 通过负载均衡来选择 invoker
    Invoker<T> invoker = select(loadbalance, invocation, copyInvokers, invoked);
    // 将其添加到 invoker 到 invoked 列表中
    invoked.add(invoker);
    // 设置上下文
    RpcContext.getContext().setInvokers((List) invoked);
    try {
    // 正式调用
    Result result = invoker.invoke(invocation);
    if (le != null && logger.isWarnEnabled()) {
    logger.warn("Although retry the method " + methodName
    + " in the service " + getInterface().getName()
    + " was successful by the provider " + invoker.getUrl().getAddress()
    + ", but there have been failed providers " + providers
    + " (" + providers.size() + "/" + copyInvokers.size()
    + ") from the registry " + directory.getUrl().getAddress()
    + " on the consumer " + NetUtils.getLocalHost()
    + " using the dubbo version " + Version.getVersion() + ". Last error is: "
    + le.getMessage(), le);
    }
    return result;
    } catch (RpcException e) {
    if (e.isBiz()) { // biz exception.
    throw e;
    }
    le = e;
    } catch (Throwable e) {
    le = new RpcException(e.getMessage(), e);
    } finally {
    providers.add(invoker.getUrl().getAddress());
    }
    }
    throw new RpcException(le.getCode(), "Failed to invoke the method "
    + methodName + " in the service " + getInterface().getName()
    + ". Tried " + len + " times of the providers " + providers
    + " (" + providers.size() + "/" + copyInvokers.size()
    + ") from the registry " + directory.getUrl().getAddress()
    + " on the consumer " + NetUtils.getLocalHost() + " using the dubbo version "
    + Version.getVersion() + ". Last error is: "
    + le.getMessage(), le.getCause() != null ? le.getCause() : le);
    }
    - - -

    Failfast Cluster

    快速失败,只发起一次调用,失败立即报错。通常用于非幂等性的写操作,比如新增记录。

    -

    Failsafe Cluster

    失败安全,出现异常时,直接忽略。通常用于写入审计日志等操作。

    -

    Failback Cluster

    失败自动恢复,后台记录失败请求,定时重发。通常用于消息通知操作。

    -

    Forking Cluster

    并行调用多个服务器,只要一个成功即返回。通常用于实时性要求较高的读操作,但需要浪费更多服务资源。可通过 forks=”2” 来设置最大并行数。

    -

    Broadcast Cluster

    广播调用所有提供者,逐个调用,任意一台报错则报错 2。通常用于通知所有提供者更新缓存或日志等本地资源信息。

    -]]>
    - - Java - Dubbo - RPC - Dubbo - 容错机制 - - - Java - Dubbo - RPC - 容错机制 - -
    聊聊 Java 中绕不开的 Synchronized 关键字-二 /2021/06/27/%E8%81%8A%E8%81%8A-Java-%E4%B8%AD%E7%BB%95%E4%B8%8D%E5%BC%80%E7%9A%84-Synchronized-%E5%85%B3%E9%94%AE%E5%AD%97-%E4%BA%8C/ @@ -5859,23 +5909,63 @@ user3:

    当我再使用一个线程来竞争这个锁的时候

    public class ObjectHeaderDemo {
    public static void main(String[] args) throws InterruptedException {
    TimeUnit.SECONDS.sleep(5);
    L l = new L();
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    synchronized (l) {
    System.out.println("1\n" + ClassLayout.parseInstance(l).toPrintable());
    }
    Thread thread1 = new Thread() {
    @Override
    public void run() {
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    synchronized (l) {
    System.out.println("thread1 获取锁成功");
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    }
    }
    };
    thread1.start();
    }
    }
    -

    https://img.nicksxs.com/uPic/bRMvlR.png

    -

    可以看到变成了轻量级锁,在线程没有争抢,只是进行了切换,就会使用轻量级锁,当两个线程在竞争了,就又会升级成重量级锁

    -
    public class ObjectHeaderDemo {
    public static void main(String[] args) throws InterruptedException {
    TimeUnit.SECONDS.sleep(5);
    L l = new L();
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    synchronized (l) {
    System.out.println("1\n" + ClassLayout.parseInstance(l).toPrintable());
    }
    Thread thread1 = new Thread() {
    @Override
    public void run() {
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    synchronized (l) {
    System.out.println("thread1 获取锁成功");
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    }
    }
    };
    Thread thread2 = new Thread() {
    @Override
    public void run() {
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    synchronized (l) {
    System.out.println("thread2 获取锁成功");
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    }
    }
    };
    thread1.start();
    thread2.start();
    }
    }

    class L {
    private boolean myboolean = true;
    }
    +

    https://img.nicksxs.com/uPic/bRMvlR.png

    +

    可以看到变成了轻量级锁,在线程没有争抢,只是进行了切换,就会使用轻量级锁,当两个线程在竞争了,就又会升级成重量级锁

    +
    public class ObjectHeaderDemo {
    public static void main(String[] args) throws InterruptedException {
    TimeUnit.SECONDS.sleep(5);
    L l = new L();
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    synchronized (l) {
    System.out.println("1\n" + ClassLayout.parseInstance(l).toPrintable());
    }
    Thread thread1 = new Thread() {
    @Override
    public void run() {
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    synchronized (l) {
    System.out.println("thread1 获取锁成功");
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    }
    }
    };
    Thread thread2 = new Thread() {
    @Override
    public void run() {
    try {
    TimeUnit.SECONDS.sleep(5L);
    } catch (InterruptedException e) {
    e.printStackTrace();
    }
    synchronized (l) {
    System.out.println("thread2 获取锁成功");
    System.out.println(ClassLayout.parseInstance(l).toPrintable());
    }
    }
    };
    thread1.start();
    thread2.start();
    }
    }

    class L {
    private boolean myboolean = true;
    }
    + +

    https://img.nicksxs.com/uPic/LMzMtR.png

    +

    可以看到变成了重量级锁。

    +]]> + + Java + + + Java + Synchronized + 偏向锁 + 轻量级锁 + 重量级锁 + 自旋 + +
    + + 聊聊 Dubbo 的容错机制 + /2020/11/22/%E8%81%8A%E8%81%8A-Dubbo-%E7%9A%84%E5%AE%B9%E9%94%99%E6%9C%BA%E5%88%B6/ + 之前看了 dubbo 的一些代码,在学习过程中,主要关注那些比较“高级”的内容,SPI,自适应扩展等,却忘了一些作为一个 rpc 框架最核心需要的部分,比如如何通信,序列化,网络,容错机制等等,因为其实这个最核心的就是远程调用,自适应扩展其实就是让代码可扩展性,可读性,更优雅等,写的搓一点其实也问题不大,但是一个合适的通信协议,序列化方法,如何容错等却是真正保证是一个 rpc 框架最重要的要素。
    首先来看这张图
    cluster
    在集群调用失败时,Dubbo 提供了多种容错方案,缺省为 failover 重试。
    各节点关系:

    +
      +
    • 这里的 InvokerProvider 的一个可调用 Service 的抽象,Invoker 封装了 Provider 地址及 Service 接口信息
    • +
    • Directory 代表多个 Invoker,可以把它看成 List<Invoker> ,但与 List 不同的是,它的值可能是动态变化的,比如注册中心推送变更
    • +
    • ClusterDirectory 中的多个 Invoker 伪装成一个 Invoker,对上层透明,伪装过程包含了容错逻辑,调用失败后,重试另一个
    • +
    • Router 负责从多个 Invoker 中按路由规则选出子集,比如读写分离,应用隔离等
    • +
    • LoadBalance 负责从多个 Invoker 中选出具体的一个用于本次调用,选的过程包含了负载均衡算法,调用失败后,需要重选
    • +
    +

    集群容错模式

    Failover Cluster

    失败自动切换,当出现失败,重试其它服务器 1。通常用于读操作,但重试会带来更长延迟。可通过 retries=”2” 来设置重试次数(不含第一次)。

    +

    重试次数配置如下:

    +

    <dubbo:service retries=”2” />
    这里重点看下 Failover Cluster集群模式的实现

    +
    public class FailoverCluster implements Cluster {

    public final static String NAME = "failover";

    public <T> Invoker<T> join(Directory<T> directory) throws RpcException {
    return new FailoverClusterInvoker<T>(directory);
    }

    }
    +

    这个代码就非常简单,重点需要看FailoverClusterInvoker里的代码,FailoverClusterInvoker继承了AbstractClusterInvoker类,其中invoke 方法是在抽象类里实现的

    +
    @Override
    public Result invoke(final Invocation invocation) throws RpcException {
    checkWhetherDestroyed();
    // binding attachments into invocation.
    // 绑定 attachments 到 invocation 中.
    Map<String, Object> contextAttachments = RpcContext.getContext().getObjectAttachments();
    if (contextAttachments != null && contextAttachments.size() != 0) {
    ((RpcInvocation) invocation).addObjectAttachments(contextAttachments);
    }
    // 列举 Invoker
    List<Invoker<T>> invokers = list(invocation);
    // 加载 LoadBalance 负载均衡器
    LoadBalance loadbalance = initLoadBalance(invokers, invocation);
    RpcUtils.attachInvocationIdIfAsync(getUrl(), invocation);
    // 调用 实际的 doInvoke 进行后续操作
    return doInvoke(invocation, invokers, loadbalance);
    }
    // 这是个抽象方法,实际是由子类实现的
    protected abstract Result doInvoke(Invocation invocation, List<Invoker<T>> invokers,
    LoadBalance loadbalance) throws RpcException;
    +

    然后重点就是FailoverClusterInvoker中的doInvoke方法了,其实它里面也就这么一个方法

    +
    @Override
    @SuppressWarnings({"unchecked", "rawtypes"})
    public Result doInvoke(Invocation invocation, final List<Invoker<T>> invokers, LoadBalance loadbalance) throws RpcException {
    List<Invoker<T>> copyInvokers = invokers;
    checkInvokers(copyInvokers, invocation);
    String methodName = RpcUtils.getMethodName(invocation);
    // 获取重试次数,这里默认是 2 次,还有可以注意下后面的+1
    int len = getUrl().getMethodParameter(methodName, RETRIES_KEY, DEFAULT_RETRIES) + 1;
    if (len <= 0) {
    len = 1;
    }
    // retry loop.
    RpcException le = null; // last exception.
    List<Invoker<T>> invoked = new ArrayList<Invoker<T>>(copyInvokers.size()); // invoked invokers.
    Set<String> providers = new HashSet<String>(len);
    // 循环调用,失败重试
    for (int i = 0; i < len; i++) {
    //Reselect before retry to avoid a change of candidate `invokers`.
    //NOTE: if `invokers` changed, then `invoked` also lose accuracy.
    if (i > 0) {
    checkWhetherDestroyed();
    // 在进行重试前重新列举 Invoker,这样做的好处是,如果某个服务挂了,
    // 通过调用 list 可得到最新可用的 Invoker 列表
    copyInvokers = list(invocation);
    // check again
    // 对 copyinvokers 进行判空检查
    checkInvokers(copyInvokers, invocation);
    }
    // 通过负载均衡来选择 invoker
    Invoker<T> invoker = select(loadbalance, invocation, copyInvokers, invoked);
    // 将其添加到 invoker 到 invoked 列表中
    invoked.add(invoker);
    // 设置上下文
    RpcContext.getContext().setInvokers((List) invoked);
    try {
    // 正式调用
    Result result = invoker.invoke(invocation);
    if (le != null && logger.isWarnEnabled()) {
    logger.warn("Although retry the method " + methodName
    + " in the service " + getInterface().getName()
    + " was successful by the provider " + invoker.getUrl().getAddress()
    + ", but there have been failed providers " + providers
    + " (" + providers.size() + "/" + copyInvokers.size()
    + ") from the registry " + directory.getUrl().getAddress()
    + " on the consumer " + NetUtils.getLocalHost()
    + " using the dubbo version " + Version.getVersion() + ". Last error is: "
    + le.getMessage(), le);
    }
    return result;
    } catch (RpcException e) {
    if (e.isBiz()) { // biz exception.
    throw e;
    }
    le = e;
    } catch (Throwable e) {
    le = new RpcException(e.getMessage(), e);
    } finally {
    providers.add(invoker.getUrl().getAddress());
    }
    }
    throw new RpcException(le.getCode(), "Failed to invoke the method "
    + methodName + " in the service " + getInterface().getName()
    + ". Tried " + len + " times of the providers " + providers
    + " (" + providers.size() + "/" + copyInvokers.size()
    + ") from the registry " + directory.getUrl().getAddress()
    + " on the consumer " + NetUtils.getLocalHost() + " using the dubbo version "
    + Version.getVersion() + ". Last error is: "
    + le.getMessage(), le.getCause() != null ? le.getCause() : le);
    }
    + -

    https://img.nicksxs.com/uPic/LMzMtR.png

    -

    可以看到变成了重量级锁。

    +

    Failfast Cluster

    快速失败,只发起一次调用,失败立即报错。通常用于非幂等性的写操作,比如新增记录。

    +

    Failsafe Cluster

    失败安全,出现异常时,直接忽略。通常用于写入审计日志等操作。

    +

    Failback Cluster

    失败自动恢复,后台记录失败请求,定时重发。通常用于消息通知操作。

    +

    Forking Cluster

    并行调用多个服务器,只要一个成功即返回。通常用于实时性要求较高的读操作,但需要浪费更多服务资源。可通过 forks=”2” 来设置最大并行数。

    +

    Broadcast Cluster

    广播调用所有提供者,逐个调用,任意一台报错则报错 2。通常用于通知所有提供者更新缓存或日志等本地资源信息。

    ]]>
    Java + Dubbo - RPC + Dubbo + 容错机制 Java - Synchronized - 偏向锁 - 轻量级锁 - 重量级锁 - 自旋 + Dubbo + RPC + 容错机制
    @@ -5918,38 +6008,6 @@ user3: 自旋 - - 聊聊 Java 的类加载机制二 - /2021/06/13/%E8%81%8A%E8%81%8A-Java-%E7%9A%84%E7%B1%BB%E5%8A%A0%E8%BD%BD%E6%9C%BA%E5%88%B6%E4%BA%8C/ - 类加载器

    类加载机制中说来说去其实也逃不开类加载器这个话题,我们就来说下类加载器这个话题,Java 在 jdk1.2 以后开始有了
    Java 虚拟机设计团队有意把加载阶段中的“通过一个类的全限定名来获取描述该类的二进制字节流”这个动作放到 Java 虚拟机外部去实现,以便让应用程序自己去决定如何去获取所需的类。实现这个动作的代码被称为“类加载器”(Class Loader).
    其实在 Java 中类加载器有一个很常用的作用,比如一个类的唯一性,其实是由加载它的类加载器和这个类一起来确定这个类在虚拟机的唯一性,这里也参考下周志明书里的例子

    -
    public class ClassLoaderTest {

    public static void main(String[] args) throws Exception {
    ClassLoader myLoader = new ClassLoader() {
    @Override
    public Class<?> loadClass(String name) throws ClassNotFoundException {
    try {
    String fileName = name.substring(name.lastIndexOf(".") + 1) + ".class";
    InputStream is = getClass().getResourceAsStream(fileName);
    if (is == null) {
    return super.loadClass(name);
    }
    byte[] b = new byte[is.available()];
    is.read(b);
    return defineClass(name, b, 0, b.length);
    } catch (IOException e) {
    throw new ClassNotFoundException(name);
    }
    }
    };
    Object object = myLoader.loadClass("com.nicksxs.demo.ClassLoaderTest").newInstance();
    System.out.println(object.getClass());
    System.out.println(object instanceof ClassLoaderTest);
    }
    }
    -

    可以看下结果

    这里说明了当一个是由虚拟机的应用程序类加载器所加载的和另一个由自己写的自定义类加载器加载的,虽然是同一个类,但是 instanceof 的结果就是 false 的

    -

    双亲委派

    自 JDK1.2 以来,Java 一直有些三层类加载器、双亲委派的类加载架构

    -

    启动类加载器

    首先是启动类加载器,Bootstrap Class Loader,这个类加载器负责加载放在\lib目录,或者被-Xbootclasspath参数所指定的路径中存放的,而且是Java 虚拟机能够识别的(按照文件名识别,如 rt.jar、tools.jar,名字不符合的类库即使放在 lib 目录中,也不会被加载)类库加载到虚拟机的内存中,启动类加载器无法被 Java 程序直接引用,用户在编写自定义类加载器时,如果需要把家在请求为派给引导类加载器去处理,那直接使用 null 代替即可,可以看下 java.lang.ClassLoader.getClassLoader()方法的代码片段

    -
    /**
    * Returns the class loader for the class. Some implementations may use
    * null to represent the bootstrap class loader. This method will return
    * null in such implementations if this class was loaded by the bootstrap
    * class loader.
    *
    * <p> If a security manager is present, and the caller's class loader is
    * not null and the caller's class loader is not the same as or an ancestor of
    * the class loader for the class whose class loader is requested, then
    * this method calls the security manager's {@code checkPermission}
    * method with a {@code RuntimePermission("getClassLoader")}
    * permission to ensure it's ok to access the class loader for the class.
    *
    * <p>If this object
    * represents a primitive type or void, null is returned.
    *
    * @return the class loader that loaded the class or interface
    * represented by this object.
    * @throws SecurityException
    * if a security manager exists and its
    * {@code checkPermission} method denies
    * access to the class loader for the class.
    * @see java.lang.ClassLoader
    * @see SecurityManager#checkPermission
    * @see java.lang.RuntimePermission
    */
    @CallerSensitive
    public ClassLoader getClassLoader() {
    ClassLoader cl = getClassLoader0();
    if (cl == null)
    return null;
    SecurityManager sm = System.getSecurityManager();
    if (sm != null) {
    ClassLoader.checkClassLoaderPermission(cl, Reflection.getCallerClass());
    }
    return cl;
    }
    -

    扩展类加载器

    这个类加载器是在类sun.misc.Launcher.ExtClassLoader中以 Java 代码的形式实现的,它负责在家\lib\ext 目录中,或者被 java.ext.dirs系统变量中所指定的路径中的所有类库,它其实目的是为了实现 Java 系统类库的扩展机制

    -

    应用程序类加载器

    这个类加载器是由sun.misc.Launcher.AppClassLoader实现,通过 java 代码,并且是 ClassLoader 类中的 getSystemClassLoader()方法的返回值,可以看一下代码

    -
    /**
    * Returns the system class loader for delegation. This is the default
    * delegation parent for new <tt>ClassLoader</tt> instances, and is
    * typically the class loader used to start the application.
    *
    * <p> This method is first invoked early in the runtime's startup
    * sequence, at which point it creates the system class loader and sets it
    * as the context class loader of the invoking <tt>Thread</tt>.
    *
    * <p> The default system class loader is an implementation-dependent
    * instance of this class.
    *
    * <p> If the system property "<tt>java.system.class.loader</tt>" is defined
    * when this method is first invoked then the value of that property is
    * taken to be the name of a class that will be returned as the system
    * class loader. The class is loaded using the default system class loader
    * and must define a public constructor that takes a single parameter of
    * type <tt>ClassLoader</tt> which is used as the delegation parent. An
    * instance is then created using this constructor with the default system
    * class loader as the parameter. The resulting class loader is defined
    * to be the system class loader.
    *
    * <p> If a security manager is present, and the invoker's class loader is
    * not <tt>null</tt> and the invoker's class loader is not the same as or
    * an ancestor of the system class loader, then this method invokes the
    * security manager's {@link
    * SecurityManager#checkPermission(java.security.Permission)
    * <tt>checkPermission</tt>} method with a {@link
    * RuntimePermission#RuntimePermission(String)
    * <tt>RuntimePermission("getClassLoader")</tt>} permission to verify
    * access to the system class loader. If not, a
    * <tt>SecurityException</tt> will be thrown. </p>
    *
    * @return The system <tt>ClassLoader</tt> for delegation, or
    * <tt>null</tt> if none
    *
    * @throws SecurityException
    * If a security manager exists and its <tt>checkPermission</tt>
    * method doesn't allow access to the system class loader.
    *
    * @throws IllegalStateException
    * If invoked recursively during the construction of the class
    * loader specified by the "<tt>java.system.class.loader</tt>"
    * property.
    *
    * @throws Error
    * If the system property "<tt>java.system.class.loader</tt>"
    * is defined but the named class could not be loaded, the
    * provider class does not define the required constructor, or an
    * exception is thrown by that constructor when it is invoked. The
    * underlying cause of the error can be retrieved via the
    * {@link Throwable#getCause()} method.
    *
    * @revised 1.4
    */
    @CallerSensitive
    public static ClassLoader getSystemClassLoader() {
    initSystemClassLoader();
    if (scl == null) {
    return null;
    }
    SecurityManager sm = System.getSecurityManager();
    if (sm != null) {
    checkClassLoaderPermission(scl, Reflection.getCallerClass());
    }
    return scl;
    }
    private static synchronized void initSystemClassLoader() {
    if (!sclSet) {
    if (scl != null)
    throw new IllegalStateException("recursive invocation");
    // 主要的第一步是这
    sun.misc.Launcher l = sun.misc.Launcher.getLauncher();
    if (l != null) {
    Throwable oops = null;
    // 然后是这
    scl = l.getClassLoader();
    try {
    scl = AccessController.doPrivileged(
    new SystemClassLoaderAction(scl));
    } catch (PrivilegedActionException pae) {
    oops = pae.getCause();
    if (oops instanceof InvocationTargetException) {
    oops = oops.getCause();
    }
    }
    if (oops != null) {
    if (oops instanceof Error) {
    throw (Error) oops;
    } else {
    // wrap the exception
    throw new Error(oops);
    }
    }
    }
    sclSet = true;
    }
    }
    // 接着跟到sun.misc.Launcher#getClassLoader
    public ClassLoader getClassLoader() {
    return this.loader;
    }
    // 然后看到这 sun.misc.Launcher#Launcher
    public Launcher() {
    Launcher.ExtClassLoader var1;
    try {
    var1 = Launcher.ExtClassLoader.getExtClassLoader();
    } catch (IOException var10) {
    throw new InternalError("Could not create extension class loader", var10);
    }

    try {
    // 可以看到 就是 AppClassLoader
    this.loader = Launcher.AppClassLoader.getAppClassLoader(var1);
    } catch (IOException var9) {
    throw new InternalError("Could not create application class loader", var9);
    }

    Thread.currentThread().setContextClassLoader(this.loader);
    String var2 = System.getProperty("java.security.manager");
    if (var2 != null) {
    SecurityManager var3 = null;
    if (!"".equals(var2) && !"default".equals(var2)) {
    try {
    var3 = (SecurityManager)this.loader.loadClass(var2).newInstance();
    } catch (IllegalAccessException var5) {
    } catch (InstantiationException var6) {
    } catch (ClassNotFoundException var7) {
    } catch (ClassCastException var8) {
    }
    } else {
    var3 = new SecurityManager();
    }

    if (var3 == null) {
    throw new InternalError("Could not create SecurityManager: " + var2);
    }

    System.setSecurityManager(var3);
    }

    }
    -

    它负责加载用户类路径(ClassPath)上所有的类库,我们可以直接在代码中使用这个类加载器,如果我们的代码中没有自定义的类在加载器,一般情况下这个就是程序中默认的类加载器

    -

    双亲委派模型


    双亲委派模型的工作过程是:如果一个类加载器收到了类加载的请求,它首先不会自己去尝试家在这个类,而是把这个请求为派给父类加载器去完成,每一个层次的类加载器都是如此,因此所有的家在请求最终都应该传送到最顶层的启动类加载器中,只有当父类加载器反馈自己无法完成加载请求(它的搜索范围中没有找到所需要的类)时,子加载器才会尝试自己去完成加载。
    使用双亲委派模型来组织类加载器之间的关系,一个显而易见的好处就是 Java 中的类随着它的类加载器一起举杯了一种带有优先级的层次关系。例如类 java.lang.Object,它存放在 rt.jar 之中,无论哪一个类加载器要家在这个类,最终都是委派给处于模型最顶层的启动类加载器进行加载,因此 Object 类在程序的各种类加载器环境中都能够保证是同一个类。反之,如果没有使用双薪委派模型,都由各个类加载器自行去加载的话,如果用户自己也编写了一个名为 java.lang.Object 的类,并放在程序的 ClassPath 中,那系统中就会出现多个不同的 Object 类,Java 类型体系中最基础的行为也就无从保证,应用程序将会变得一片混乱。
    可以来看下双亲委派模型的代码实现

    -
    /**
    * Loads the class with the specified <a href="#name">binary name</a>. The
    * default implementation of this method searches for classes in the
    * following order:
    *
    * <ol>
    *
    * <li><p> Invoke {@link #findLoadedClass(String)} to check if the class
    * has already been loaded. </p></li>
    *
    * <li><p> Invoke the {@link #loadClass(String) <tt>loadClass</tt>} method
    * on the parent class loader. If the parent is <tt>null</tt> the class
    * loader built-in to the virtual machine is used, instead. </p></li>
    *
    * <li><p> Invoke the {@link #findClass(String)} method to find the
    * class. </p></li>
    *
    * </ol>
    *
    * <p> If the class was found using the above steps, and the
    * <tt>resolve</tt> flag is true, this method will then invoke the {@link
    * #resolveClass(Class)} method on the resulting <tt>Class</tt> object.
    *
    * <p> Subclasses of <tt>ClassLoader</tt> are encouraged to override {@link
    * #findClass(String)}, rather than this method. </p>
    *
    * <p> Unless overridden, this method synchronizes on the result of
    * {@link #getClassLoadingLock <tt>getClassLoadingLock</tt>} method
    * during the entire class loading process.
    *
    * @param name
    * The <a href="#name">binary name</a> of the class
    *
    * @param resolve
    * If <tt>true</tt> then resolve the class
    *
    * @return The resulting <tt>Class</tt> object
    *
    * @throws ClassNotFoundException
    * If the class could not be found
    */
    protected Class<?> loadClass(String name, boolean resolve)
    throws ClassNotFoundException
    {
    synchronized (getClassLoadingLock(name)) {
    // First, check if the class has already been loaded
    Class<?> c = findLoadedClass(name);
    if (c == null) {
    long t0 = System.nanoTime();
    try {
    if (parent != null) {
    // 委托父类加载
    c = parent.loadClass(name, false);
    } else {
    // 使用启动类加载器
    c = findBootstrapClassOrNull(name);
    }
    } catch (ClassNotFoundException e) {
    // ClassNotFoundException thrown if class not found
    // from the non-null parent class loader
    }

    if (c == null) {
    // If still not found, then invoke findClass in order
    // to find the class.
    long t1 = System.nanoTime();
    // 调用自己的 findClass() 方法尝试进行加载
    c = findClass(name);

    // this is the defining class loader; record the stats
    sun.misc.PerfCounter.getParentDelegationTime().addTime(t1 - t0);
    sun.misc.PerfCounter.getFindClassTime().addElapsedTimeFrom(t1);
    sun.misc.PerfCounter.getFindClasses().increment();
    }
    }
    if (resolve) {
    resolveClass(c);
    }
    return c;
    }
    }
    -

    破坏双亲委派

    关于破坏双亲委派模型,第一次是在 JDK1.2 之后引入了双亲委派模型之前,那么在那之前已经有了类加载器,所以java.lang.ClassLoader 中添加了一个 protected 方法 findClass(),并引导用户编写的类加载逻辑时尽可能去重写这个方法,而不是在 loadClass()中编写代码。这个跟上面的逻辑其实类似,当父类加载失败,会调用 findClass()来完成加载;第二次是因为这个模型本身还有一些不足之处,比如 SPI 这种,所以有设计了线程下上下文类加载器(Thread Context ClassLoader)。这个类加载器可以通过 java.lang.Thread 类的 java.lang.Thread#setContextClassLoader() 进行设置,然后第三种是为了追求程序动态性,这里有涉及到了 osgi 等概念,就不展开了

    -]]>
    - - Java - - - Java - 类加载 - 加载 - 验证 - 准备 - 解析 - 初始化 - 链接 - 双亲委派 - -
    聊聊 Java 的类加载机制一 /2020/11/08/%E8%81%8A%E8%81%8A-Java-%E7%9A%84%E7%B1%BB%E5%8A%A0%E8%BD%BD%E6%9C%BA%E5%88%B6/ @@ -5991,6 +6049,38 @@ user3: 类加载 + + 聊聊 Java 的类加载机制二 + /2021/06/13/%E8%81%8A%E8%81%8A-Java-%E7%9A%84%E7%B1%BB%E5%8A%A0%E8%BD%BD%E6%9C%BA%E5%88%B6%E4%BA%8C/ + 类加载器

    类加载机制中说来说去其实也逃不开类加载器这个话题,我们就来说下类加载器这个话题,Java 在 jdk1.2 以后开始有了
    Java 虚拟机设计团队有意把加载阶段中的“通过一个类的全限定名来获取描述该类的二进制字节流”这个动作放到 Java 虚拟机外部去实现,以便让应用程序自己去决定如何去获取所需的类。实现这个动作的代码被称为“类加载器”(Class Loader).
    其实在 Java 中类加载器有一个很常用的作用,比如一个类的唯一性,其实是由加载它的类加载器和这个类一起来确定这个类在虚拟机的唯一性,这里也参考下周志明书里的例子

    +
    public class ClassLoaderTest {

    public static void main(String[] args) throws Exception {
    ClassLoader myLoader = new ClassLoader() {
    @Override
    public Class<?> loadClass(String name) throws ClassNotFoundException {
    try {
    String fileName = name.substring(name.lastIndexOf(".") + 1) + ".class";
    InputStream is = getClass().getResourceAsStream(fileName);
    if (is == null) {
    return super.loadClass(name);
    }
    byte[] b = new byte[is.available()];
    is.read(b);
    return defineClass(name, b, 0, b.length);
    } catch (IOException e) {
    throw new ClassNotFoundException(name);
    }
    }
    };
    Object object = myLoader.loadClass("com.nicksxs.demo.ClassLoaderTest").newInstance();
    System.out.println(object.getClass());
    System.out.println(object instanceof ClassLoaderTest);
    }
    }
    +

    可以看下结果

    这里说明了当一个是由虚拟机的应用程序类加载器所加载的和另一个由自己写的自定义类加载器加载的,虽然是同一个类,但是 instanceof 的结果就是 false 的

    +

    双亲委派

    自 JDK1.2 以来,Java 一直有些三层类加载器、双亲委派的类加载架构

    +

    启动类加载器

    首先是启动类加载器,Bootstrap Class Loader,这个类加载器负责加载放在\lib目录,或者被-Xbootclasspath参数所指定的路径中存放的,而且是Java 虚拟机能够识别的(按照文件名识别,如 rt.jar、tools.jar,名字不符合的类库即使放在 lib 目录中,也不会被加载)类库加载到虚拟机的内存中,启动类加载器无法被 Java 程序直接引用,用户在编写自定义类加载器时,如果需要把家在请求为派给引导类加载器去处理,那直接使用 null 代替即可,可以看下 java.lang.ClassLoader.getClassLoader()方法的代码片段

    +
    /**
    * Returns the class loader for the class. Some implementations may use
    * null to represent the bootstrap class loader. This method will return
    * null in such implementations if this class was loaded by the bootstrap
    * class loader.
    *
    * <p> If a security manager is present, and the caller's class loader is
    * not null and the caller's class loader is not the same as or an ancestor of
    * the class loader for the class whose class loader is requested, then
    * this method calls the security manager's {@code checkPermission}
    * method with a {@code RuntimePermission("getClassLoader")}
    * permission to ensure it's ok to access the class loader for the class.
    *
    * <p>If this object
    * represents a primitive type or void, null is returned.
    *
    * @return the class loader that loaded the class or interface
    * represented by this object.
    * @throws SecurityException
    * if a security manager exists and its
    * {@code checkPermission} method denies
    * access to the class loader for the class.
    * @see java.lang.ClassLoader
    * @see SecurityManager#checkPermission
    * @see java.lang.RuntimePermission
    */
    @CallerSensitive
    public ClassLoader getClassLoader() {
    ClassLoader cl = getClassLoader0();
    if (cl == null)
    return null;
    SecurityManager sm = System.getSecurityManager();
    if (sm != null) {
    ClassLoader.checkClassLoaderPermission(cl, Reflection.getCallerClass());
    }
    return cl;
    }
    +

    扩展类加载器

    这个类加载器是在类sun.misc.Launcher.ExtClassLoader中以 Java 代码的形式实现的,它负责在家\lib\ext 目录中,或者被 java.ext.dirs系统变量中所指定的路径中的所有类库,它其实目的是为了实现 Java 系统类库的扩展机制

    +

    应用程序类加载器

    这个类加载器是由sun.misc.Launcher.AppClassLoader实现,通过 java 代码,并且是 ClassLoader 类中的 getSystemClassLoader()方法的返回值,可以看一下代码

    +
    /**
    * Returns the system class loader for delegation. This is the default
    * delegation parent for new <tt>ClassLoader</tt> instances, and is
    * typically the class loader used to start the application.
    *
    * <p> This method is first invoked early in the runtime's startup
    * sequence, at which point it creates the system class loader and sets it
    * as the context class loader of the invoking <tt>Thread</tt>.
    *
    * <p> The default system class loader is an implementation-dependent
    * instance of this class.
    *
    * <p> If the system property "<tt>java.system.class.loader</tt>" is defined
    * when this method is first invoked then the value of that property is
    * taken to be the name of a class that will be returned as the system
    * class loader. The class is loaded using the default system class loader
    * and must define a public constructor that takes a single parameter of
    * type <tt>ClassLoader</tt> which is used as the delegation parent. An
    * instance is then created using this constructor with the default system
    * class loader as the parameter. The resulting class loader is defined
    * to be the system class loader.
    *
    * <p> If a security manager is present, and the invoker's class loader is
    * not <tt>null</tt> and the invoker's class loader is not the same as or
    * an ancestor of the system class loader, then this method invokes the
    * security manager's {@link
    * SecurityManager#checkPermission(java.security.Permission)
    * <tt>checkPermission</tt>} method with a {@link
    * RuntimePermission#RuntimePermission(String)
    * <tt>RuntimePermission("getClassLoader")</tt>} permission to verify
    * access to the system class loader. If not, a
    * <tt>SecurityException</tt> will be thrown. </p>
    *
    * @return The system <tt>ClassLoader</tt> for delegation, or
    * <tt>null</tt> if none
    *
    * @throws SecurityException
    * If a security manager exists and its <tt>checkPermission</tt>
    * method doesn't allow access to the system class loader.
    *
    * @throws IllegalStateException
    * If invoked recursively during the construction of the class
    * loader specified by the "<tt>java.system.class.loader</tt>"
    * property.
    *
    * @throws Error
    * If the system property "<tt>java.system.class.loader</tt>"
    * is defined but the named class could not be loaded, the
    * provider class does not define the required constructor, or an
    * exception is thrown by that constructor when it is invoked. The
    * underlying cause of the error can be retrieved via the
    * {@link Throwable#getCause()} method.
    *
    * @revised 1.4
    */
    @CallerSensitive
    public static ClassLoader getSystemClassLoader() {
    initSystemClassLoader();
    if (scl == null) {
    return null;
    }
    SecurityManager sm = System.getSecurityManager();
    if (sm != null) {
    checkClassLoaderPermission(scl, Reflection.getCallerClass());
    }
    return scl;
    }
    private static synchronized void initSystemClassLoader() {
    if (!sclSet) {
    if (scl != null)
    throw new IllegalStateException("recursive invocation");
    // 主要的第一步是这
    sun.misc.Launcher l = sun.misc.Launcher.getLauncher();
    if (l != null) {
    Throwable oops = null;
    // 然后是这
    scl = l.getClassLoader();
    try {
    scl = AccessController.doPrivileged(
    new SystemClassLoaderAction(scl));
    } catch (PrivilegedActionException pae) {
    oops = pae.getCause();
    if (oops instanceof InvocationTargetException) {
    oops = oops.getCause();
    }
    }
    if (oops != null) {
    if (oops instanceof Error) {
    throw (Error) oops;
    } else {
    // wrap the exception
    throw new Error(oops);
    }
    }
    }
    sclSet = true;
    }
    }
    // 接着跟到sun.misc.Launcher#getClassLoader
    public ClassLoader getClassLoader() {
    return this.loader;
    }
    // 然后看到这 sun.misc.Launcher#Launcher
    public Launcher() {
    Launcher.ExtClassLoader var1;
    try {
    var1 = Launcher.ExtClassLoader.getExtClassLoader();
    } catch (IOException var10) {
    throw new InternalError("Could not create extension class loader", var10);
    }

    try {
    // 可以看到 就是 AppClassLoader
    this.loader = Launcher.AppClassLoader.getAppClassLoader(var1);
    } catch (IOException var9) {
    throw new InternalError("Could not create application class loader", var9);
    }

    Thread.currentThread().setContextClassLoader(this.loader);
    String var2 = System.getProperty("java.security.manager");
    if (var2 != null) {
    SecurityManager var3 = null;
    if (!"".equals(var2) && !"default".equals(var2)) {
    try {
    var3 = (SecurityManager)this.loader.loadClass(var2).newInstance();
    } catch (IllegalAccessException var5) {
    } catch (InstantiationException var6) {
    } catch (ClassNotFoundException var7) {
    } catch (ClassCastException var8) {
    }
    } else {
    var3 = new SecurityManager();
    }

    if (var3 == null) {
    throw new InternalError("Could not create SecurityManager: " + var2);
    }

    System.setSecurityManager(var3);
    }

    }
    +

    它负责加载用户类路径(ClassPath)上所有的类库,我们可以直接在代码中使用这个类加载器,如果我们的代码中没有自定义的类在加载器,一般情况下这个就是程序中默认的类加载器

    +

    双亲委派模型


    双亲委派模型的工作过程是:如果一个类加载器收到了类加载的请求,它首先不会自己去尝试家在这个类,而是把这个请求为派给父类加载器去完成,每一个层次的类加载器都是如此,因此所有的家在请求最终都应该传送到最顶层的启动类加载器中,只有当父类加载器反馈自己无法完成加载请求(它的搜索范围中没有找到所需要的类)时,子加载器才会尝试自己去完成加载。
    使用双亲委派模型来组织类加载器之间的关系,一个显而易见的好处就是 Java 中的类随着它的类加载器一起举杯了一种带有优先级的层次关系。例如类 java.lang.Object,它存放在 rt.jar 之中,无论哪一个类加载器要家在这个类,最终都是委派给处于模型最顶层的启动类加载器进行加载,因此 Object 类在程序的各种类加载器环境中都能够保证是同一个类。反之,如果没有使用双薪委派模型,都由各个类加载器自行去加载的话,如果用户自己也编写了一个名为 java.lang.Object 的类,并放在程序的 ClassPath 中,那系统中就会出现多个不同的 Object 类,Java 类型体系中最基础的行为也就无从保证,应用程序将会变得一片混乱。
    可以来看下双亲委派模型的代码实现

    +
    /**
    * Loads the class with the specified <a href="#name">binary name</a>. The
    * default implementation of this method searches for classes in the
    * following order:
    *
    * <ol>
    *
    * <li><p> Invoke {@link #findLoadedClass(String)} to check if the class
    * has already been loaded. </p></li>
    *
    * <li><p> Invoke the {@link #loadClass(String) <tt>loadClass</tt>} method
    * on the parent class loader. If the parent is <tt>null</tt> the class
    * loader built-in to the virtual machine is used, instead. </p></li>
    *
    * <li><p> Invoke the {@link #findClass(String)} method to find the
    * class. </p></li>
    *
    * </ol>
    *
    * <p> If the class was found using the above steps, and the
    * <tt>resolve</tt> flag is true, this method will then invoke the {@link
    * #resolveClass(Class)} method on the resulting <tt>Class</tt> object.
    *
    * <p> Subclasses of <tt>ClassLoader</tt> are encouraged to override {@link
    * #findClass(String)}, rather than this method. </p>
    *
    * <p> Unless overridden, this method synchronizes on the result of
    * {@link #getClassLoadingLock <tt>getClassLoadingLock</tt>} method
    * during the entire class loading process.
    *
    * @param name
    * The <a href="#name">binary name</a> of the class
    *
    * @param resolve
    * If <tt>true</tt> then resolve the class
    *
    * @return The resulting <tt>Class</tt> object
    *
    * @throws ClassNotFoundException
    * If the class could not be found
    */
    protected Class<?> loadClass(String name, boolean resolve)
    throws ClassNotFoundException
    {
    synchronized (getClassLoadingLock(name)) {
    // First, check if the class has already been loaded
    Class<?> c = findLoadedClass(name);
    if (c == null) {
    long t0 = System.nanoTime();
    try {
    if (parent != null) {
    // 委托父类加载
    c = parent.loadClass(name, false);
    } else {
    // 使用启动类加载器
    c = findBootstrapClassOrNull(name);
    }
    } catch (ClassNotFoundException e) {
    // ClassNotFoundException thrown if class not found
    // from the non-null parent class loader
    }

    if (c == null) {
    // If still not found, then invoke findClass in order
    // to find the class.
    long t1 = System.nanoTime();
    // 调用自己的 findClass() 方法尝试进行加载
    c = findClass(name);

    // this is the defining class loader; record the stats
    sun.misc.PerfCounter.getParentDelegationTime().addTime(t1 - t0);
    sun.misc.PerfCounter.getFindClassTime().addElapsedTimeFrom(t1);
    sun.misc.PerfCounter.getFindClasses().increment();
    }
    }
    if (resolve) {
    resolveClass(c);
    }
    return c;
    }
    }
    +

    破坏双亲委派

    关于破坏双亲委派模型,第一次是在 JDK1.2 之后引入了双亲委派模型之前,那么在那之前已经有了类加载器,所以java.lang.ClassLoader 中添加了一个 protected 方法 findClass(),并引导用户编写的类加载逻辑时尽可能去重写这个方法,而不是在 loadClass()中编写代码。这个跟上面的逻辑其实类似,当父类加载失败,会调用 findClass()来完成加载;第二次是因为这个模型本身还有一些不足之处,比如 SPI 这种,所以有设计了线程下上下文类加载器(Thread Context ClassLoader)。这个类加载器可以通过 java.lang.Thread 类的 java.lang.Thread#setContextClassLoader() 进行设置,然后第三种是为了追求程序动态性,这里有涉及到了 osgi 等概念,就不展开了

    +]]>
    + + Java + + + Java + 类加载 + 加载 + 验证 + 准备 + 解析 + 初始化 + 链接 + 双亲委派 + +
    聊聊 Java 自带的那些*逆天*工具 /2020/08/02/%E8%81%8A%E8%81%8A-Java-%E8%87%AA%E5%B8%A6%E7%9A%84%E9%82%A3%E4%BA%9B%E9%80%86%E5%A4%A9%E5%B7%A5%E5%85%B7/ @@ -6027,8 +6117,8 @@ user3: ]]> Linux - 命令 小技巧 + 命令 top top 排序 @@ -6041,87 +6131,50 @@ user3: - 聊聊 RocketMQ 的 Broker 源码 - /2020/07/19/%E8%81%8A%E8%81%8A-RocketMQ-%E7%9A%84-Broker-%E6%BA%90%E7%A0%81/ - broker 的启动形式有点类似于 NameServer,都是服务类型的,跟 Consumer 差别比较大,

    -

    首先是org.apache.rocketmq.broker.BrokerStartup中的 main 函数,org.apache.rocketmq.broker.BrokerStartup#createBrokerController基本就是读取参数,这里差点把最核心的初始化给漏了,

    -
    final BrokerController controller = new BrokerController(
    brokerConfig,
    nettyServerConfig,
    nettyClientConfig,
    messageStoreConfig);
    // remember all configs to prevent discard
    controller.getConfiguration().registerConfig(properties);

    boolean initResult = controller.initialize();
    - -

    前面是以 broker 配置,netty 的服务端和客户端配置,以及消息存储配置在实例化 BrokerController,然后就是初始化了

    -
    public boolean initialize() throws CloneNotSupportedException {
    boolean result = this.topicConfigManager.load();

    result = result && this.consumerOffsetManager.load();
    result = result && this.subscriptionGroupManager.load();
    result = result && this.consumerFilterManager.load();
    - -

    前面这些就是各个配置的 load 了,然后是个我认为比较重要的部分messageStore 的实例化,

    -
    if (result) {
    try {
    this.messageStore =
    new DefaultMessageStore(this.messageStoreConfig, this.brokerStatsManager, this.messageArrivingListener,
    this.brokerConfig);
    if (messageStoreConfig.isEnableDLegerCommitLog()) {
    DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
    ((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
    }
    this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
    //load plugin
    MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
    this.messageStore = MessageStoreFactory.build(context, this.messageStore);
    this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));
    } catch (IOException e) {
    result = false;
    log.error("Failed to initialize", e);
    }
    }

    result = result && this.messageStore.load();
    - -

    先是实例化,实例化构造函数里的代码比较重要,重点看一下

    -
    public DefaultMessageStore(final MessageStoreConfig messageStoreConfig, final BrokerStatsManager brokerStatsManager,
    final MessageArrivingListener messageArrivingListener, final BrokerConfig brokerConfig) throws IOException {
    this.messageArrivingListener = messageArrivingListener;
    this.brokerConfig = brokerConfig;
    this.messageStoreConfig = messageStoreConfig;
    this.brokerStatsManager = brokerStatsManager;
    this.allocateMappedFileService = new AllocateMappedFileService(this);
    if (messageStoreConfig.isEnableDLegerCommitLog()) {
    this.commitLog = new DLedgerCommitLog(this);
    } else {
    this.commitLog = new CommitLog(this);
    }
    this.consumeQueueTable = new ConcurrentHashMap<>(32);

    this.flushConsumeQueueService = new FlushConsumeQueueService();
    this.cleanCommitLogService = new CleanCommitLogService();
    this.cleanConsumeQueueService = new CleanConsumeQueueService();
    this.storeStatsService = new StoreStatsService();
    this.indexService = new IndexService(this);
    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    this.haService = new HAService(this);
    } else {
    this.haService = null;
    }
    this.reputMessageService = new ReputMessageService();

    this.scheduleMessageService = new ScheduleMessageService(this);

    this.transientStorePool = new TransientStorePool(messageStoreConfig);

    if (messageStoreConfig.isTransientStorePoolEnable()) {
    this.transientStorePool.init();
    }

    this.allocateMappedFileService.start();

    this.indexService.start();

    this.dispatcherList = new LinkedList<>();
    this.dispatcherList.addLast(new CommitLogDispatcherBuildConsumeQueue());
    this.dispatcherList.addLast(new CommitLogDispatcherBuildIndex());

    File file = new File(StorePathConfigHelper.getLockFile(messageStoreConfig.getStorePathRootDir()));
    MappedFile.ensureDirOK(file.getParent());
    lockFile = new RandomAccessFile(file, "rw");
    }
    - -

    这里面有很多类,不过先把从构造函数里传进来的忽略下,接下来就是 AllocateMappedFileService 这个service,前面看过文章的可能会根据上面的代码猜到,这也是个 ServiceThread,如果是对RocketMQ 有所了解的可能从名字可以看出这个类是关于 RocketMQ 消息怎么落盘的,当需要创建MappedFile时(在MapedFileQueue.getLastMapedFile方法中),向该线程的requestQueue队列中放入AllocateRequest请求对象,该线程会在后台监听该队列,并在后台创建MapedFile对象,即同时创建了物理文件。然后是创建了 IndexService 服务线程,用来给创建索引;还有是FlushConsumeQueueService是将ConsumeQueue 刷入磁盘;CleanCommitLogService用来清理过期的 CommitLog,默认是 72 小时以上;CleanConsumeQueueService是将小于最新的 CommitLog 偏移量的 ConsumeQueue 清理掉;StoreStatsService是储存统计服务;HAService用于CommitLog 的主备同步;ScheduleMessageService用于定时消息;还有就是这个ReputMessageService非常重要,就是由它实现了将 CommitLog 以 topic+queue 纬度构建 ConsumeQueue,后面TransientStorePool是异步刷盘时的存储buffer,也可以从后面的判断中看出来

    -
    public boolean isTransientStorePoolEnable() {
    return transientStorePoolEnable && FlushDiskType.ASYNC_FLUSH == getFlushDiskType()
    && BrokerRole.SLAVE != getBrokerRole();
    }
    - -

    再然后就是启动两个服务线程,dispatcherList是为CommitLog文件转发请求,差不多这个初始化就这些内容。

    -

    然后回到外层,下面是主备切换的配置,然后是数据统计,接着是存储插件加载,然后是往转发器链表里再加一个过滤器

    -
    if (messageStoreConfig.isEnableDLegerCommitLog()) {
    DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
    ((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
    }
    this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
    //load plugin
    MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
    this.messageStore = MessageStoreFactory.build(context, this.messageStore);
    this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));
    - -

    接下来就是org.apache.rocketmq.store.MessageStore#load的过程了,

    -
      -
    1. 调用ScheduleMessageService.load方法,初始化延迟级别列表。将这些级别(”1s 5s 10s 30s 1m 2m 3m 4m 5m 6m 7m 8m 9m 10m 20m 30m 1h 2h”)的延时存入延迟级别delayLevelTable:ConcurrentHashMap<Integer /* level */, Long/* delay timeMillis */>变量中,例如1s的kv值为1:1000,5s的kv值为2:5000,key值依次类推;每个延迟级别即为一个队列。
    2. -
    -

    2)调用CommitLog.load方法,在此方法中调用MapedFileQueue.load方法,将$HOME /store/commitlog目录下的所有文件加载到MapedFileQueue的List变量中;

    -

    3)调用DefaultMessageStore.loadConsumeQueue方法加载consumequeue文件数据到DefaultMessageStore.consumeQueueTable集合中。

    -

    初始化StoreCheckPoint对象,加载$HOME/store/checkpoint文件,该文件记录三个字段值,分别是物理队列消息时间戳、逻辑队列消息时间戳、索引队列消息时间戳。

    -

    调用IndexService.load方法加载$HOME/store/index目录下的文件。对该目录下的每个文件初始化一个IndexFile对象。然后调用IndexFile对象的load方法将IndexHeader加载到对象的变量中;再根据检查是否存在abort文件,若有存在abort文件,则表示Broker表示上次是异常退出的,则检查checkpoint的indexMsgTimestamp字段值是否小于IndexHeader的endTimestamp值,indexMsgTimestamp值表示最后刷盘的时间,若小于则表示在最后刷盘之后在该文件中还创建了索引,则要删除该Index文件,否则将该IndexFile对象放入indexFileList:ArrayList索引文件集合中。

    -

    然后调用org.apache.rocketmq.store.DefaultMessageStore#recover恢复,前面有根据boolean lastExitOK = !this.isTempFileExist();临时文件是否存在来判断上一次是否正常退出,根据这个状态来选择什么恢复策略

    -

    接下去是初始化 Netty 服务端,初始化发送消息线程池(sendMessageExecutor)、拉取消息线程池(pullMessageExecutor)、管理Broker线程池(adminBrokerExecutor)、客户端管理线程池(clientManageExecutor),注册事件处理器,包括发送消息事件处理器(SendMessageProcessor)、拉取消息事件处理器、查询消息事件处理器(QueryMessageProcessor,包括客户端的心跳事件、注销事件、获取消费者列表事件、更新更新和查询消费进度consumerOffset)、客户端管理事件处理器(ClientManageProcessor)、结束事务处理器(EndTransactionProcessor)、默认事件处理器(AdminBrokerProcessor),然后是定时任务

    -

    BrokerController.this.getBrokerStats().record(); 记录 Broker 状态

    -

    BrokerController.this.consumerOffsetManager.persist(); 持久化consumerOffset

    -

    BrokerController.this.consumerFilterManager.persist();持久化consumerFilter

    -

    BrokerController.this.protectBroker(); 保护 broker,消费慢,不让继续投递

    -

    BrokerController.this.printWaterMark(); 打印水位

    -

    log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes()); 检查落后程度

    -

    BrokerController.this.brokerOuterAPI.fetchNameServerAddr(); 定时获取 nameserver

    -

    BrokerController.this.printMasterAndSlaveDiff(); 打印主从不一致

    -

    然后是 tsl,初始化事务消息,初始化 RPCHook

    -

    请把害怕打到公屏上🤦‍♂️,从线程池名字和调用的方法应该可以看出大部分的用途

    -
    this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.clientHousekeepingService);
    NettyServerConfig fastConfig = (NettyServerConfig) this.nettyServerConfig.clone();
    fastConfig.setListenPort(nettyServerConfig.getListenPort() - 2);
    this.fastRemotingServer = new NettyRemotingServer(fastConfig, this.clientHousekeepingService);
    this.sendMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getSendMessageThreadPoolNums(),
    this.brokerConfig.getSendMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.sendThreadPoolQueue,
    new ThreadFactoryImpl("SendMessageThread_"));

    this.pullMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getPullMessageThreadPoolNums(),
    this.brokerConfig.getPullMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.pullThreadPoolQueue,
    new ThreadFactoryImpl("PullMessageThread_"));

    this.replyMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
    this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.replyThreadPoolQueue,
    new ThreadFactoryImpl("ProcessReplyMessageThread_"));

    this.queryMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getQueryMessageThreadPoolNums(),
    this.brokerConfig.getQueryMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.queryThreadPoolQueue,
    new ThreadFactoryImpl("QueryMessageThread_"));

    this.adminBrokerExecutor =
    Executors.newFixedThreadPool(this.brokerConfig.getAdminBrokerThreadPoolNums(), new ThreadFactoryImpl(
    "AdminBrokerThread_"));

    this.clientManageExecutor = new ThreadPoolExecutor(
    this.brokerConfig.getClientManageThreadPoolNums(),
    this.brokerConfig.getClientManageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.clientManagerThreadPoolQueue,
    new ThreadFactoryImpl("ClientManageThread_"));

    this.heartbeatExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getHeartbeatThreadPoolNums(),
    this.brokerConfig.getHeartbeatThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.heartbeatThreadPoolQueue,
    new ThreadFactoryImpl("HeartbeatThread_", true));

    this.endTransactionExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getEndTransactionThreadPoolNums(),
    this.brokerConfig.getEndTransactionThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.endTransactionThreadPoolQueue,
    new ThreadFactoryImpl("EndTransactionThread_"));

    this.consumerManageExecutor =
    Executors.newFixedThreadPool(this.brokerConfig.getConsumerManageThreadPoolNums(), new ThreadFactoryImpl(
    "ConsumerManageThread_"));

    this.registerProcessor();

    final long initialDelay = UtilAll.computeNextMorningTimeMillis() - System.currentTimeMillis();
    final long period = 1000 * 60 * 60 * 24;
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.getBrokerStats().record();
    } catch (Throwable e) {
    log.error("schedule record error.", e);
    }
    }
    }, initialDelay, period, TimeUnit.MILLISECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.consumerOffsetManager.persist();
    } catch (Throwable e) {
    log.error("schedule persist consumerOffset error.", e);
    }
    }
    }, 1000 * 10, this.brokerConfig.getFlushConsumerOffsetInterval(), TimeUnit.MILLISECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.consumerFilterManager.persist();
    } catch (Throwable e) {
    log.error("schedule persist consumer filter error.", e);
    }
    }
    }, 1000 * 10, 1000 * 10, TimeUnit.MILLISECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.protectBroker();
    } catch (Throwable e) {
    log.error("protectBroker error.", e);
    }
    }
    }, 3, 3, TimeUnit.MINUTES);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.printWaterMark();
    } catch (Throwable e) {
    log.error("printWaterMark error.", e);
    }
    }
    }, 10, 1, TimeUnit.SECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    try {
    log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes());
    } catch (Throwable e) {
    log.error("schedule dispatchBehindBytes error.", e);
    }
    }
    }, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);

    if (this.brokerConfig.getNamesrvAddr() != null) {
    this.brokerOuterAPI.updateNameServerAddressList(this.brokerConfig.getNamesrvAddr());
    log.info("Set user specified name server address: {}", this.brokerConfig.getNamesrvAddr());
    } else if (this.brokerConfig.isFetchNamesrvAddrByAddressServer()) {
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    try {
    BrokerController.this.brokerOuterAPI.fetchNameServerAddr();
    } catch (Throwable e) {
    log.error("ScheduledTask fetchNameServerAddr exception", e);
    }
    }
    }, 1000 * 10, 1000 * 60 * 2, TimeUnit.MILLISECONDS);
    }

    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    if (BrokerRole.SLAVE == this.messageStoreConfig.getBrokerRole()) {
    if (this.messageStoreConfig.getHaMasterAddress() != null && this.messageStoreConfig.getHaMasterAddress().length() >= 6) {
    this.messageStore.updateHaMasterAddress(this.messageStoreConfig.getHaMasterAddress());
    this.updateMasterHAServerAddrPeriodically = false;
    } else {
    this.updateMasterHAServerAddrPeriodically = true;
    }
    } else {
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.printMasterAndSlaveDiff();
    } catch (Throwable e) {
    log.error("schedule printMasterAndSlaveDiff error.", e);
    }
    }
    }, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);
    }
    }

    if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
    // Register a listener to reload SslContext
    try {
    fileWatchService = new FileWatchService(
    new String[] {
    TlsSystemConfig.tlsServerCertPath,
    TlsSystemConfig.tlsServerKeyPath,
    TlsSystemConfig.tlsServerTrustCertPath
    },
    new FileWatchService.Listener() {
    boolean certChanged, keyChanged = false;

    @Override
    public void onChanged(String path) {
    if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
    log.info("The trust certificate changed, reload the ssl context");
    reloadServerSslContext();
    }
    if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
    certChanged = true;
    }
    if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
    keyChanged = true;
    }
    if (certChanged && keyChanged) {
    log.info("The certificate and private key changed, reload the ssl context");
    certChanged = keyChanged = false;
    reloadServerSslContext();
    }
    }

    private void reloadServerSslContext() {
    ((NettyRemotingServer) remotingServer).loadSslContext();
    ((NettyRemotingServer) fastRemotingServer).loadSslContext();
    }
    });
    } catch (Exception e) {
    log.warn("FileWatchService created error, can't load the certificate dynamically");
    }
    }
    initialTransaction();
    initialAcl();
    initialRpcHooks();
    }
    return result;
    - - - -

    Broker 启动过程

    -

    贴代码

    -
    public void start() throws Exception {
    if (this.messageStore != null) {
    this.messageStore.start();
    }

    if (this.remotingServer != null) {
    this.remotingServer.start();
    }

    if (this.fastRemotingServer != null) {
    this.fastRemotingServer.start();
    }

    if (this.fileWatchService != null) {
    this.fileWatchService.start();
    }

    if (this.brokerOuterAPI != null) {
    this.brokerOuterAPI.start();
    }

    if (this.pullRequestHoldService != null) {
    this.pullRequestHoldService.start();
    }

    if (this.clientHousekeepingService != null) {
    this.clientHousekeepingService.start();
    }

    if (this.filterServerManager != null) {
    this.filterServerManager.start();
    }

    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    startProcessorByHa(messageStoreConfig.getBrokerRole());
    handleSlaveSynchronize(messageStoreConfig.getBrokerRole());
    this.registerBrokerAll(true, false, true);
    }

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    try {
    BrokerController.this.registerBrokerAll(true, false, brokerConfig.isForceRegister());
    } catch (Throwable e) {
    log.error("registerBrokerAll Exception", e);
    }
    }
    }, 1000 * 10, Math.max(10000, Math.min(brokerConfig.getRegisterNameServerPeriod(), 60000)), TimeUnit.MILLISECONDS);

    if (this.brokerStatsManager != null) {
    this.brokerStatsManager.start();
    }

    if (this.brokerFastFailure != null) {
    this.brokerFastFailure.start();
    }


    }
    - -

    首先是启动messageStore,调用 start 方法,这里面又调用了一些代码

    -
    public void start() throws Exception {

    lock = lockFile.getChannel().tryLock(0, 1, false);
    if (lock == null || lock.isShared() || !lock.isValid()) {
    throw new RuntimeException("Lock failed,MQ already started");
    }

    lockFile.getChannel().write(ByteBuffer.wrap("lock".getBytes()));
    lockFile.getChannel().force(true);
    {
    /**
    * 1. Make sure the fast-forward messages to be truncated during the recovering according to the max physical offset of the commitlog;
    * 2. DLedger committedPos may be missing, so the maxPhysicalPosInLogicQueue maybe bigger that maxOffset returned by DLedgerCommitLog, just let it go;
    * 3. Calculate the reput offset according to the consume queue;
    * 4. Make sure the fall-behind messages to be dispatched before starting the commitlog, especially when the broker role are automatically changed.
    */
    long maxPhysicalPosInLogicQueue = commitLog.getMinOffset();
    for (ConcurrentMap<Integer, ConsumeQueue> maps : this.consumeQueueTable.values()) {
    for (ConsumeQueue logic : maps.values()) {
    if (logic.getMaxPhysicOffset() > maxPhysicalPosInLogicQueue) {
    maxPhysicalPosInLogicQueue = logic.getMaxPhysicOffset();
    }
    }
    }
    if (maxPhysicalPosInLogicQueue < 0) {
    maxPhysicalPosInLogicQueue = 0;
    }
    if (maxPhysicalPosInLogicQueue < this.commitLog.getMinOffset()) {
    maxPhysicalPosInLogicQueue = this.commitLog.getMinOffset();
    /**
    * This happens in following conditions:
    * 1. If someone removes all the consumequeue files or the disk get damaged.
    * 2. Launch a new broker, and copy the commitlog from other brokers.
    *
    * All the conditions has the same in common that the maxPhysicalPosInLogicQueue should be 0.
    * If the maxPhysicalPosInLogicQueue is gt 0, there maybe something wrong.
    */
    log.warn("[TooSmallCqOffset] maxPhysicalPosInLogicQueue={} clMinOffset={}", maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset());
    }
    log.info("[SetReputOffset] maxPhysicalPosInLogicQueue={} clMinOffset={} clMaxOffset={} clConfirmedOffset={}",
    maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset(), this.commitLog.getMaxOffset(), this.commitLog.getConfirmOffset());
    this.reputMessageService.setReputFromOffset(maxPhysicalPosInLogicQueue);
    this.reputMessageService.start();

    /**
    * 1. Finish dispatching the messages fall behind, then to start other services.
    * 2. DLedger committedPos may be missing, so here just require dispatchBehindBytes <= 0
    */
    while (true) {
    if (dispatchBehindBytes() <= 0) {
    break;
    }
    Thread.sleep(1000);
    log.info("Try to finish doing reput the messages fall behind during the starting, reputOffset={} maxOffset={} behind={}", this.reputMessageService.getReputFromOffset(), this.getMaxPhyOffset(), this.dispatchBehindBytes());
    }
    this.recoverTopicQueueTable();
    }

    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    this.haService.start();
    this.handleScheduleMessageService(messageStoreConfig.getBrokerRole());
    }

    this.flushConsumeQueueService.start();
    this.commitLog.start();
    this.storeStatsService.start();

    this.createTempFile();
    this.addScheduleTask();
    this.shutdown = false;
    }
    - - - -

    调用DefaultMessageStore.start方法启动DefaultMessageStore对象中的一些服务线程。

    -
      -
    1. 启动ReputMessageService服务线程
    2. -
    3. 启动FlushConsumeQueueService服务线程;
    4. -
    5. 调用CommitLog.start方法,启动CommitLog对象中的FlushCommitLogService线程服务,若是同步刷盘(SYNC_FLUSH)则是启动GroupCommitService线程服务;若是异步刷盘(ASYNC_FLUSH)则是启动FlushRealTimeService线程服务;
    6. -
    7. 启动StoreStatsService线程服务;
    8. -
    9. 启动定时清理任务
    10. -
    -

    然后是启动ClientHousekeepingService的 netty 服务端和客户端,然后是启动fileWatchService证书服务,接着启动BrokerOuterAPI中的NettyRemotingClient,即建立与NameServer的链接,用于自身Broker与其他模块的RPC功能调用;包括获取NameServer的地址、注册Broker、注销Broker、获取Topic配置、获取消息进度信息、获取订阅关系等RPC功能,然后是PullRequestHoldService服务线程,这个就是实现长轮询的,然后启动管家ClientHousekeepingService服务,负责扫描不活跃的生产者,消费者和 filter,启动FilterServerManager 过滤器服务管理,然后启动定时任务调用org.apache.rocketmq.broker.BrokerController#registerBrokerAll向所有 nameserver 注册 broker,最后是按需开启org.apache.rocketmq.store.stats.BrokerStatsManager和org.apache.rocketmq.broker.latency.BrokerFastFailure,基本上启动过程就完成了

    + 聊聊 Sharding-Jdbc 的简单使用 + /2021/12/12/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/ + 我们在日常工作中还是使用比较多的分库分表组件的,其中比较优秀的就有 Sharding-Jdbc,一开始由当当开源,后来捐献给了 Apache,说一下简单使用,因为原来经常的使用都是基于 xml 跟 properties 组合起来使用,这里主要试下用 Java Config 来配置
    首先是通过 Spring Initializr 创建个带 jdbc 的 Spring Boot 项目,然后引入主要的依赖

    +
    <dependency>
    <groupId>org.apache.shardingsphere</groupId>
    <artifactId>shardingsphere-jdbc-core</artifactId>
    <version>5.0.0-beta</version>
    </dependency>
    +

    因为前面有聊过 Spring Boot 的自动加载,在这里 spring 就会自己去找 DataSource 的配置,所以要在入口把它干掉

    +
    @SpringBootApplication(exclude = { DataSourceAutoConfiguration.class})
    public class ShardingJdbcDemoApplication implements CommandLineRunner {
    +

    然后因为想在入口跑代码,就实现了下 org.springframework.boot.CommandLineRunner 主要是后面的 Java Config 代码

    +

    // 注意这里的注解,可以让 Spring 自动帮忙加载,也就是 Java Config 的核心
    @Configuration
    public class MysqlConfig {

    @Bean
    public DataSource dataSource() throws SQLException {
    // Configure actual data sources
    Map<String, DataSource> dataSourceMap = new HashMap<>();


    // Configure the first data source
    // 使用了默认的Hikari连接池的 DataSource
    HikariDataSource dataSource1 = new HikariDataSource();
    dataSource1.setDriverClassName("com.mysql.jdbc.Driver");
    dataSource1.setJdbcUrl("jdbc:mysql://localhost:3306/sharding");
    dataSource1.setUsername("username");
    dataSource1.setPassword("password");
    dataSourceMap.put("ds0", dataSource1);

    // Configure student table rule
    // 这里是配置分表逻辑,逻辑表是 student,对应真实的表是 student_0 到 student_1, 这个配置方式就是有多少表可以用 student_$->{0..n}
    ShardingTableRuleConfiguration studentTableRuleConfig = new ShardingTableRuleConfiguration("student", "ds0.student_$->{0..1}");

    // 设置分表字段
    studentTableRuleConfig.setTableShardingStrategy(new StandardShardingStrategyConfiguration("user_id", "tableShardingAlgorithm"));


    // Configure sharding rule
    // 配置 studentTableRuleConfig
    ShardingRuleConfiguration shardingRuleConfig = new ShardingRuleConfiguration();
    shardingRuleConfig.getTables().add(studentTableRuleConfig);

    // Configure table sharding algorithm
    Properties tableShardingAlgorithmrProps = new Properties();
    // 算法表达式就是根据 user_id 对 2 进行取模
    tableShardingAlgorithmrProps.setProperty("algorithm-expression", "student_${user_id % 2}");
    shardingRuleConfig.getShardingAlgorithms().put("tableShardingAlgorithm", new ShardingSphereAlgorithmConfiguration("INLINE", tableShardingAlgorithmrProps));


    // 然后创建这个 DataSource
    return ShardingSphereDataSourceFactory.createDataSource(dataSourceMap, Collections.singleton(shardingRuleConfig), new Properties());

    }
    }
    +

    然后我们就可以在使用这个 DataSource 了,先看下这两个表的数据

    +
    @Override
    public void run(String... args) {
    LOGGER.info("run here");
    String sql = "SELECT * FROM student WHERE user_id=? ";
    try (
    Connection conn = dataSource.getConnection();
    PreparedStatement ps = conn.prepareStatement(sql)) {
    // 参数就是 user_id,然后也是分表键,对 2 取模就是 1,应该是去 student_1 取数据
    ps.setInt(1, 1001);

    ResultSet resultSet = ps.executeQuery();
    while (resultSet.next()) {
    final int id = resultSet.getInt("id");
    final String name = resultSet.getString("name");
    final int userId = resultSet.getInt("user_id");
    final int age = resultSet.getInt("age");
    System.out.println("奇数表 id:" + id + " 姓名:" + name
    + " 用户 id:" + userId + " 年龄:" + age );
    System.out.println("=============================");
    }
    // 参数就是 user_id,然后也是分表键,对 2 取模就是 0,应该是去 student_0 取数据
    ps.setInt(1, 1000);
    resultSet = ps.executeQuery();
    while (resultSet.next()) {
    final int id = resultSet.getInt("id");
    final String name = resultSet.getString("name");
    final int userId = resultSet.getInt("user_id");
    final int age = resultSet.getInt("age");
    System.out.println("偶数表 id:" + id + " 姓名:" + name
    + " 用户 id:" + userId + " 年龄:" + age );
    System.out.println("=============================");
    }
    } catch (SQLException e) {
    e.printStackTrace();
    }
    }
    +

    看下查询结果

    ]]>
    - MQ - RocketMQ - 消息队列 - RocketMQ - 中间件 - RocketMQ + Java - MQ - 消息队列 - RocketMQ - 削峰填谷 - 中间件 - 源码解析 - Broker + Java + Sharding-Jdbc + +
    + + 聊一下 SpringBoot 设置非 web 应用的方法 + /2022/07/31/%E8%81%8A%E4%B8%80%E4%B8%8B-SpringBoot-%E8%AE%BE%E7%BD%AE%E9%9D%9E-web-%E5%BA%94%E7%94%A8%E7%9A%84%E6%96%B9%E6%B3%95/ + 寻找原因

    这次碰到一个比较奇怪的问题,应该统一发布脚本统一给应用启动参数传了个 -Dserver.port=xxxx,其实这个端口会作为 dubbo 的服务端口,并且应用也不提供 web 服务,但是在启动的时候会报embedded servlet container failed to start. port xxxx was already in use就觉得有点奇怪,仔细看了启动参数猜测可能是这个问题,有可能是依赖的二方三方包带了 spring-web 的包,然后基于 springboot 的 auto configuration 会把这个自己加载,就在本地复现了下这个问题,结果的确是这个问题。

    +

    解决方案

    老版本 设置 spring 不带 web 功能

    比较老的 springboot 版本,可以使用

    +
    SpringApplication app = new SpringApplication(XXXXXApplication.class);
    app.setWebEnvironment(false);
    app.run(args);
    +

    新版本

    新版本的 springboot (>= 2.0.0)可以在 properties 里配置

    +
    spring.main.web-application-type=none
    +

    或者

    +
    SpringApplication app = new SpringApplication(XXXXXApplication.class);
    app.setWebApplicationType(WebApplicationType.NONE);
    +

    这个枚举里还有其他两种配置

    +
    public enum WebApplicationType {

    /**
    * The application should not run as a web application and should not start an
    * embedded web server.
    */
    NONE,

    /**
    * The application should run as a servlet-based web application and should start an
    * embedded servlet web server.
    */
    SERVLET,

    /**
    * The application should run as a reactive web application and should start an
    * embedded reactive web server.
    */
    REACTIVE

    }
    +

    相当于是把none 的类型和包括 servlet 和 reactive 放进了枚举类进行控制。

    +]]>
    + + Java + SpringBoot + + + Java + Spring + SpringBoot + 自动装配 + AutoConfiguration
    @@ -6152,57 +6205,87 @@ user3: - 聊聊 Sharding-Jdbc 的简单使用 - /2021/12/12/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/ - 我们在日常工作中还是使用比较多的分库分表组件的,其中比较优秀的就有 Sharding-Jdbc,一开始由当当开源,后来捐献给了 Apache,说一下简单使用,因为原来经常的使用都是基于 xml 跟 properties 组合起来使用,这里主要试下用 Java Config 来配置
    首先是通过 Spring Initializr 创建个带 jdbc 的 Spring Boot 项目,然后引入主要的依赖

    -
    <dependency>
    <groupId>org.apache.shardingsphere</groupId>
    <artifactId>shardingsphere-jdbc-core</artifactId>
    <version>5.0.0-beta</version>
    </dependency>
    -

    因为前面有聊过 Spring Boot 的自动加载,在这里 spring 就会自己去找 DataSource 的配置,所以要在入口把它干掉

    -
    @SpringBootApplication(exclude = { DataSourceAutoConfiguration.class})
    public class ShardingJdbcDemoApplication implements CommandLineRunner {
    -

    然后因为想在入口跑代码,就实现了下 org.springframework.boot.CommandLineRunner 主要是后面的 Java Config 代码

    -

    // 注意这里的注解,可以让 Spring 自动帮忙加载,也就是 Java Config 的核心
    @Configuration
    public class MysqlConfig {

    @Bean
    public DataSource dataSource() throws SQLException {
    // Configure actual data sources
    Map<String, DataSource> dataSourceMap = new HashMap<>();


    // Configure the first data source
    // 使用了默认的Hikari连接池的 DataSource
    HikariDataSource dataSource1 = new HikariDataSource();
    dataSource1.setDriverClassName("com.mysql.jdbc.Driver");
    dataSource1.setJdbcUrl("jdbc:mysql://localhost:3306/sharding");
    dataSource1.setUsername("username");
    dataSource1.setPassword("password");
    dataSourceMap.put("ds0", dataSource1);

    // Configure student table rule
    // 这里是配置分表逻辑,逻辑表是 student,对应真实的表是 student_0 到 student_1, 这个配置方式就是有多少表可以用 student_$->{0..n}
    ShardingTableRuleConfiguration studentTableRuleConfig = new ShardingTableRuleConfiguration("student", "ds0.student_$->{0..1}");

    // 设置分表字段
    studentTableRuleConfig.setTableShardingStrategy(new StandardShardingStrategyConfiguration("user_id", "tableShardingAlgorithm"));


    // Configure sharding rule
    // 配置 studentTableRuleConfig
    ShardingRuleConfiguration shardingRuleConfig = new ShardingRuleConfiguration();
    shardingRuleConfig.getTables().add(studentTableRuleConfig);

    // Configure table sharding algorithm
    Properties tableShardingAlgorithmrProps = new Properties();
    // 算法表达式就是根据 user_id 对 2 进行取模
    tableShardingAlgorithmrProps.setProperty("algorithm-expression", "student_${user_id % 2}");
    shardingRuleConfig.getShardingAlgorithms().put("tableShardingAlgorithm", new ShardingSphereAlgorithmConfiguration("INLINE", tableShardingAlgorithmrProps));


    // 然后创建这个 DataSource
    return ShardingSphereDataSourceFactory.createDataSource(dataSourceMap, Collections.singleton(shardingRuleConfig), new Properties());

    }
    }
    -

    然后我们就可以在使用这个 DataSource 了,先看下这两个表的数据

    -
    @Override
    public void run(String... args) {
    LOGGER.info("run here");
    String sql = "SELECT * FROM student WHERE user_id=? ";
    try (
    Connection conn = dataSource.getConnection();
    PreparedStatement ps = conn.prepareStatement(sql)) {
    // 参数就是 user_id,然后也是分表键,对 2 取模就是 1,应该是去 student_1 取数据
    ps.setInt(1, 1001);

    ResultSet resultSet = ps.executeQuery();
    while (resultSet.next()) {
    final int id = resultSet.getInt("id");
    final String name = resultSet.getString("name");
    final int userId = resultSet.getInt("user_id");
    final int age = resultSet.getInt("age");
    System.out.println("奇数表 id:" + id + " 姓名:" + name
    + " 用户 id:" + userId + " 年龄:" + age );
    System.out.println("=============================");
    }
    // 参数就是 user_id,然后也是分表键,对 2 取模就是 0,应该是去 student_0 取数据
    ps.setInt(1, 1000);
    resultSet = ps.executeQuery();
    while (resultSet.next()) {
    final int id = resultSet.getInt("id");
    final String name = resultSet.getString("name");
    final int userId = resultSet.getInt("user_id");
    final int age = resultSet.getInt("age");
    System.out.println("偶数表 id:" + id + " 姓名:" + name
    + " 用户 id:" + userId + " 年龄:" + age );
    System.out.println("=============================");
    }
    } catch (SQLException e) {
    e.printStackTrace();
    }
    }
    -

    看下查询结果

    -]]>
    - - Java - - - Java - Sharding-Jdbc - -
    - - 聊聊 dubbo 的线程池 - /2021/04/04/%E8%81%8A%E8%81%8A-dubbo-%E7%9A%84%E7%BA%BF%E7%A8%8B%E6%B1%A0/ - 之前没注意到这一块,只是比较模糊的印象 dubbo 自己基于 ThreadPoolExecutor 定义了几个线程池,但是没具体看过,主要是觉得就是为了避免使用 jdk 自带的那几个(java.util.concurrent.Executors),防止出现那些问题
    看下代码目录主要是这几个

    -
      -
    • FixedThreadPool:创建一个复用固定个数线程的线程池。
      简单看下代码
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int threads = url.getParameter("threads", 200);
      int queues = url.getParameter("queues", 0);
      return new ThreadPoolExecutor(threads, threads, 0L, TimeUnit.MILLISECONDS, (BlockingQueue)(queues == 0 ? new SynchronousQueue() : (queues < 0 ? new LinkedBlockingQueue() : new LinkedBlockingQueue(queues))), new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      }
      -可以看到核心线程数跟最大线程数一致,也就是说就不会在核心线程数和最大线程数之间动态变化了
    • -
    • LimitedThreadPool:创建一个线程池,这个线程池中线程个数随着需要量动态增加,但是数量不超过配置的阈值的个数,另外空闲线程不会被回收,会一直存在。
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int cores = url.getParameter("corethreads", 0);
      int threads = url.getParameter("threads", 200);
      int queues = url.getParameter("queues", 0);
      return new ThreadPoolExecutor(cores, threads, 9223372036854775807L, TimeUnit.MILLISECONDS, (BlockingQueue)(queues == 0 ? new SynchronousQueue() : (queues < 0 ? new LinkedBlockingQueue() : new LinkedBlockingQueue(queues))), new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      }
      -这个特点主要是创建了保活时间特别长,即可以认为不会被回收了
    • -
    • EagerThreadPool :创建一个线程池,这个线程池当所有核心线程都处于忙碌状态时候,创建新的线程来执行新任务,而不是把任务放入线程池阻塞队列。
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int cores = url.getParameter("corethreads", 0);
      int threads = url.getParameter("threads", 2147483647);
      int queues = url.getParameter("queues", 0);
      int alive = url.getParameter("alive", 60000);
      TaskQueue<Runnable> taskQueue = new TaskQueue(queues <= 0 ? 1 : queues);
      EagerThreadPoolExecutor executor = new EagerThreadPoolExecutor(cores, threads, (long)alive, TimeUnit.MILLISECONDS, taskQueue, new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      taskQueue.setExecutor(executor);
      return executor;
      }
      -这个是改动最多的一个了,因为需要实现这个机制,有兴趣的可以详细看下
    • -
    • CachedThreadPool: 创建一个自适应线程池,当线程处于空闲1分钟时候,线程会被回收,当有新请求到来时候会创建新线程
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int cores = url.getParameter("corethreads", 0);
      int threads = url.getParameter("threads", 2147483647);
      int queues = url.getParameter("queues", 0);
      int alive = url.getParameter("alive", 60000);
      return new ThreadPoolExecutor(cores, threads, (long)alive, TimeUnit.MILLISECONDS, (BlockingQueue)(queues == 0 ? new SynchronousQueue() : (queues < 0 ? new LinkedBlockingQueue() : new LinkedBlockingQueue(queues))), new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      }
      -这里可以看到线程池的配置,核心是 0,最大线程数是 2147483647,保活时间是一分钟
      只是非常简略的介绍下,有兴趣可以自行阅读代码。
    • -
    + 聊聊 RocketMQ 的 Broker 源码 + /2020/07/19/%E8%81%8A%E8%81%8A-RocketMQ-%E7%9A%84-Broker-%E6%BA%90%E7%A0%81/ + broker 的启动形式有点类似于 NameServer,都是服务类型的,跟 Consumer 差别比较大,

    +

    首先是org.apache.rocketmq.broker.BrokerStartup中的 main 函数,org.apache.rocketmq.broker.BrokerStartup#createBrokerController基本就是读取参数,这里差点把最核心的初始化给漏了,

    +
    final BrokerController controller = new BrokerController(
    brokerConfig,
    nettyServerConfig,
    nettyClientConfig,
    messageStoreConfig);
    // remember all configs to prevent discard
    controller.getConfiguration().registerConfig(properties);

    boolean initResult = controller.initialize();
    + +

    前面是以 broker 配置,netty 的服务端和客户端配置,以及消息存储配置在实例化 BrokerController,然后就是初始化了

    +
    public boolean initialize() throws CloneNotSupportedException {
    boolean result = this.topicConfigManager.load();

    result = result && this.consumerOffsetManager.load();
    result = result && this.subscriptionGroupManager.load();
    result = result && this.consumerFilterManager.load();
    + +

    前面这些就是各个配置的 load 了,然后是个我认为比较重要的部分messageStore 的实例化,

    +
    if (result) {
    try {
    this.messageStore =
    new DefaultMessageStore(this.messageStoreConfig, this.brokerStatsManager, this.messageArrivingListener,
    this.brokerConfig);
    if (messageStoreConfig.isEnableDLegerCommitLog()) {
    DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
    ((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
    }
    this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
    //load plugin
    MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
    this.messageStore = MessageStoreFactory.build(context, this.messageStore);
    this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));
    } catch (IOException e) {
    result = false;
    log.error("Failed to initialize", e);
    }
    }

    result = result && this.messageStore.load();
    + +

    先是实例化,实例化构造函数里的代码比较重要,重点看一下

    +
    public DefaultMessageStore(final MessageStoreConfig messageStoreConfig, final BrokerStatsManager brokerStatsManager,
    final MessageArrivingListener messageArrivingListener, final BrokerConfig brokerConfig) throws IOException {
    this.messageArrivingListener = messageArrivingListener;
    this.brokerConfig = brokerConfig;
    this.messageStoreConfig = messageStoreConfig;
    this.brokerStatsManager = brokerStatsManager;
    this.allocateMappedFileService = new AllocateMappedFileService(this);
    if (messageStoreConfig.isEnableDLegerCommitLog()) {
    this.commitLog = new DLedgerCommitLog(this);
    } else {
    this.commitLog = new CommitLog(this);
    }
    this.consumeQueueTable = new ConcurrentHashMap<>(32);

    this.flushConsumeQueueService = new FlushConsumeQueueService();
    this.cleanCommitLogService = new CleanCommitLogService();
    this.cleanConsumeQueueService = new CleanConsumeQueueService();
    this.storeStatsService = new StoreStatsService();
    this.indexService = new IndexService(this);
    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    this.haService = new HAService(this);
    } else {
    this.haService = null;
    }
    this.reputMessageService = new ReputMessageService();

    this.scheduleMessageService = new ScheduleMessageService(this);

    this.transientStorePool = new TransientStorePool(messageStoreConfig);

    if (messageStoreConfig.isTransientStorePoolEnable()) {
    this.transientStorePool.init();
    }

    this.allocateMappedFileService.start();

    this.indexService.start();

    this.dispatcherList = new LinkedList<>();
    this.dispatcherList.addLast(new CommitLogDispatcherBuildConsumeQueue());
    this.dispatcherList.addLast(new CommitLogDispatcherBuildIndex());

    File file = new File(StorePathConfigHelper.getLockFile(messageStoreConfig.getStorePathRootDir()));
    MappedFile.ensureDirOK(file.getParent());
    lockFile = new RandomAccessFile(file, "rw");
    }
    + +

    这里面有很多类,不过先把从构造函数里传进来的忽略下,接下来就是 AllocateMappedFileService 这个service,前面看过文章的可能会根据上面的代码猜到,这也是个 ServiceThread,如果是对RocketMQ 有所了解的可能从名字可以看出这个类是关于 RocketMQ 消息怎么落盘的,当需要创建MappedFile时(在MapedFileQueue.getLastMapedFile方法中),向该线程的requestQueue队列中放入AllocateRequest请求对象,该线程会在后台监听该队列,并在后台创建MapedFile对象,即同时创建了物理文件。然后是创建了 IndexService 服务线程,用来给创建索引;还有是FlushConsumeQueueService是将ConsumeQueue 刷入磁盘;CleanCommitLogService用来清理过期的 CommitLog,默认是 72 小时以上;CleanConsumeQueueService是将小于最新的 CommitLog 偏移量的 ConsumeQueue 清理掉;StoreStatsService是储存统计服务;HAService用于CommitLog 的主备同步;ScheduleMessageService用于定时消息;还有就是这个ReputMessageService非常重要,就是由它实现了将 CommitLog 以 topic+queue 纬度构建 ConsumeQueue,后面TransientStorePool是异步刷盘时的存储buffer,也可以从后面的判断中看出来

    +
    public boolean isTransientStorePoolEnable() {
    return transientStorePoolEnable && FlushDiskType.ASYNC_FLUSH == getFlushDiskType()
    && BrokerRole.SLAVE != getBrokerRole();
    }
    + +

    再然后就是启动两个服务线程,dispatcherList是为CommitLog文件转发请求,差不多这个初始化就这些内容。

    +

    然后回到外层,下面是主备切换的配置,然后是数据统计,接着是存储插件加载,然后是往转发器链表里再加一个过滤器

    +
    if (messageStoreConfig.isEnableDLegerCommitLog()) {
    DLedgerRoleChangeHandler roleChangeHandler = new DLedgerRoleChangeHandler(this, (DefaultMessageStore) messageStore);
    ((DLedgerCommitLog)((DefaultMessageStore) messageStore).getCommitLog()).getdLedgerServer().getdLedgerLeaderElector().addRoleChangeHandler(roleChangeHandler);
    }
    this.brokerStats = new BrokerStats((DefaultMessageStore) this.messageStore);
    //load plugin
    MessageStorePluginContext context = new MessageStorePluginContext(messageStoreConfig, brokerStatsManager, messageArrivingListener, brokerConfig);
    this.messageStore = MessageStoreFactory.build(context, this.messageStore);
    this.messageStore.getDispatcherList().addFirst(new CommitLogDispatcherCalcBitMap(this.brokerConfig, this.consumerFilterManager));
    + +

    接下来就是org.apache.rocketmq.store.MessageStore#load的过程了,

    +
      +
    1. 调用ScheduleMessageService.load方法,初始化延迟级别列表。将这些级别(”1s 5s 10s 30s 1m 2m 3m 4m 5m 6m 7m 8m 9m 10m 20m 30m 1h 2h”)的延时存入延迟级别delayLevelTable:ConcurrentHashMap<Integer /* level */, Long/* delay timeMillis */>变量中,例如1s的kv值为1:1000,5s的kv值为2:5000,key值依次类推;每个延迟级别即为一个队列。
    2. +
    +

    2)调用CommitLog.load方法,在此方法中调用MapedFileQueue.load方法,将$HOME /store/commitlog目录下的所有文件加载到MapedFileQueue的List变量中;

    +

    3)调用DefaultMessageStore.loadConsumeQueue方法加载consumequeue文件数据到DefaultMessageStore.consumeQueueTable集合中。

    +

    初始化StoreCheckPoint对象,加载$HOME/store/checkpoint文件,该文件记录三个字段值,分别是物理队列消息时间戳、逻辑队列消息时间戳、索引队列消息时间戳。

    +

    调用IndexService.load方法加载$HOME/store/index目录下的文件。对该目录下的每个文件初始化一个IndexFile对象。然后调用IndexFile对象的load方法将IndexHeader加载到对象的变量中;再根据检查是否存在abort文件,若有存在abort文件,则表示Broker表示上次是异常退出的,则检查checkpoint的indexMsgTimestamp字段值是否小于IndexHeader的endTimestamp值,indexMsgTimestamp值表示最后刷盘的时间,若小于则表示在最后刷盘之后在该文件中还创建了索引,则要删除该Index文件,否则将该IndexFile对象放入indexFileList:ArrayList索引文件集合中。

    +

    然后调用org.apache.rocketmq.store.DefaultMessageStore#recover恢复,前面有根据boolean lastExitOK = !this.isTempFileExist();临时文件是否存在来判断上一次是否正常退出,根据这个状态来选择什么恢复策略

    +

    接下去是初始化 Netty 服务端,初始化发送消息线程池(sendMessageExecutor)、拉取消息线程池(pullMessageExecutor)、管理Broker线程池(adminBrokerExecutor)、客户端管理线程池(clientManageExecutor),注册事件处理器,包括发送消息事件处理器(SendMessageProcessor)、拉取消息事件处理器、查询消息事件处理器(QueryMessageProcessor,包括客户端的心跳事件、注销事件、获取消费者列表事件、更新更新和查询消费进度consumerOffset)、客户端管理事件处理器(ClientManageProcessor)、结束事务处理器(EndTransactionProcessor)、默认事件处理器(AdminBrokerProcessor),然后是定时任务

    +

    BrokerController.this.getBrokerStats().record(); 记录 Broker 状态

    +

    BrokerController.this.consumerOffsetManager.persist(); 持久化consumerOffset

    +

    BrokerController.this.consumerFilterManager.persist();持久化consumerFilter

    +

    BrokerController.this.protectBroker(); 保护 broker,消费慢,不让继续投递

    +

    BrokerController.this.printWaterMark(); 打印水位

    +

    log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes()); 检查落后程度

    +

    BrokerController.this.brokerOuterAPI.fetchNameServerAddr(); 定时获取 nameserver

    +

    BrokerController.this.printMasterAndSlaveDiff(); 打印主从不一致

    +

    然后是 tsl,初始化事务消息,初始化 RPCHook

    +

    请把害怕打到公屏上🤦‍♂️,从线程池名字和调用的方法应该可以看出大部分的用途

    +
    this.remotingServer = new NettyRemotingServer(this.nettyServerConfig, this.clientHousekeepingService);
    NettyServerConfig fastConfig = (NettyServerConfig) this.nettyServerConfig.clone();
    fastConfig.setListenPort(nettyServerConfig.getListenPort() - 2);
    this.fastRemotingServer = new NettyRemotingServer(fastConfig, this.clientHousekeepingService);
    this.sendMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getSendMessageThreadPoolNums(),
    this.brokerConfig.getSendMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.sendThreadPoolQueue,
    new ThreadFactoryImpl("SendMessageThread_"));

    this.pullMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getPullMessageThreadPoolNums(),
    this.brokerConfig.getPullMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.pullThreadPoolQueue,
    new ThreadFactoryImpl("PullMessageThread_"));

    this.replyMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
    this.brokerConfig.getProcessReplyMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.replyThreadPoolQueue,
    new ThreadFactoryImpl("ProcessReplyMessageThread_"));

    this.queryMessageExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getQueryMessageThreadPoolNums(),
    this.brokerConfig.getQueryMessageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.queryThreadPoolQueue,
    new ThreadFactoryImpl("QueryMessageThread_"));

    this.adminBrokerExecutor =
    Executors.newFixedThreadPool(this.brokerConfig.getAdminBrokerThreadPoolNums(), new ThreadFactoryImpl(
    "AdminBrokerThread_"));

    this.clientManageExecutor = new ThreadPoolExecutor(
    this.brokerConfig.getClientManageThreadPoolNums(),
    this.brokerConfig.getClientManageThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.clientManagerThreadPoolQueue,
    new ThreadFactoryImpl("ClientManageThread_"));

    this.heartbeatExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getHeartbeatThreadPoolNums(),
    this.brokerConfig.getHeartbeatThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.heartbeatThreadPoolQueue,
    new ThreadFactoryImpl("HeartbeatThread_", true));

    this.endTransactionExecutor = new BrokerFixedThreadPoolExecutor(
    this.brokerConfig.getEndTransactionThreadPoolNums(),
    this.brokerConfig.getEndTransactionThreadPoolNums(),
    1000 * 60,
    TimeUnit.MILLISECONDS,
    this.endTransactionThreadPoolQueue,
    new ThreadFactoryImpl("EndTransactionThread_"));

    this.consumerManageExecutor =
    Executors.newFixedThreadPool(this.brokerConfig.getConsumerManageThreadPoolNums(), new ThreadFactoryImpl(
    "ConsumerManageThread_"));

    this.registerProcessor();

    final long initialDelay = UtilAll.computeNextMorningTimeMillis() - System.currentTimeMillis();
    final long period = 1000 * 60 * 60 * 24;
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.getBrokerStats().record();
    } catch (Throwable e) {
    log.error("schedule record error.", e);
    }
    }
    }, initialDelay, period, TimeUnit.MILLISECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.consumerOffsetManager.persist();
    } catch (Throwable e) {
    log.error("schedule persist consumerOffset error.", e);
    }
    }
    }, 1000 * 10, this.brokerConfig.getFlushConsumerOffsetInterval(), TimeUnit.MILLISECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.consumerFilterManager.persist();
    } catch (Throwable e) {
    log.error("schedule persist consumer filter error.", e);
    }
    }
    }, 1000 * 10, 1000 * 10, TimeUnit.MILLISECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.protectBroker();
    } catch (Throwable e) {
    log.error("protectBroker error.", e);
    }
    }
    }, 3, 3, TimeUnit.MINUTES);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.printWaterMark();
    } catch (Throwable e) {
    log.error("printWaterMark error.", e);
    }
    }
    }, 10, 1, TimeUnit.SECONDS);

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    try {
    log.info("dispatch behind commit log {} bytes", BrokerController.this.getMessageStore().dispatchBehindBytes());
    } catch (Throwable e) {
    log.error("schedule dispatchBehindBytes error.", e);
    }
    }
    }, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);

    if (this.brokerConfig.getNamesrvAddr() != null) {
    this.brokerOuterAPI.updateNameServerAddressList(this.brokerConfig.getNamesrvAddr());
    log.info("Set user specified name server address: {}", this.brokerConfig.getNamesrvAddr());
    } else if (this.brokerConfig.isFetchNamesrvAddrByAddressServer()) {
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    try {
    BrokerController.this.brokerOuterAPI.fetchNameServerAddr();
    } catch (Throwable e) {
    log.error("ScheduledTask fetchNameServerAddr exception", e);
    }
    }
    }, 1000 * 10, 1000 * 60 * 2, TimeUnit.MILLISECONDS);
    }

    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    if (BrokerRole.SLAVE == this.messageStoreConfig.getBrokerRole()) {
    if (this.messageStoreConfig.getHaMasterAddress() != null && this.messageStoreConfig.getHaMasterAddress().length() >= 6) {
    this.messageStore.updateHaMasterAddress(this.messageStoreConfig.getHaMasterAddress());
    this.updateMasterHAServerAddrPeriodically = false;
    } else {
    this.updateMasterHAServerAddrPeriodically = true;
    }
    } else {
    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
    @Override
    public void run() {
    try {
    BrokerController.this.printMasterAndSlaveDiff();
    } catch (Throwable e) {
    log.error("schedule printMasterAndSlaveDiff error.", e);
    }
    }
    }, 1000 * 10, 1000 * 60, TimeUnit.MILLISECONDS);
    }
    }

    if (TlsSystemConfig.tlsMode != TlsMode.DISABLED) {
    // Register a listener to reload SslContext
    try {
    fileWatchService = new FileWatchService(
    new String[] {
    TlsSystemConfig.tlsServerCertPath,
    TlsSystemConfig.tlsServerKeyPath,
    TlsSystemConfig.tlsServerTrustCertPath
    },
    new FileWatchService.Listener() {
    boolean certChanged, keyChanged = false;

    @Override
    public void onChanged(String path) {
    if (path.equals(TlsSystemConfig.tlsServerTrustCertPath)) {
    log.info("The trust certificate changed, reload the ssl context");
    reloadServerSslContext();
    }
    if (path.equals(TlsSystemConfig.tlsServerCertPath)) {
    certChanged = true;
    }
    if (path.equals(TlsSystemConfig.tlsServerKeyPath)) {
    keyChanged = true;
    }
    if (certChanged && keyChanged) {
    log.info("The certificate and private key changed, reload the ssl context");
    certChanged = keyChanged = false;
    reloadServerSslContext();
    }
    }

    private void reloadServerSslContext() {
    ((NettyRemotingServer) remotingServer).loadSslContext();
    ((NettyRemotingServer) fastRemotingServer).loadSslContext();
    }
    });
    } catch (Exception e) {
    log.warn("FileWatchService created error, can't load the certificate dynamically");
    }
    }
    initialTransaction();
    initialAcl();
    initialRpcHooks();
    }
    return result;
    + + + +

    Broker 启动过程

    +

    贴代码

    +
    public void start() throws Exception {
    if (this.messageStore != null) {
    this.messageStore.start();
    }

    if (this.remotingServer != null) {
    this.remotingServer.start();
    }

    if (this.fastRemotingServer != null) {
    this.fastRemotingServer.start();
    }

    if (this.fileWatchService != null) {
    this.fileWatchService.start();
    }

    if (this.brokerOuterAPI != null) {
    this.brokerOuterAPI.start();
    }

    if (this.pullRequestHoldService != null) {
    this.pullRequestHoldService.start();
    }

    if (this.clientHousekeepingService != null) {
    this.clientHousekeepingService.start();
    }

    if (this.filterServerManager != null) {
    this.filterServerManager.start();
    }

    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    startProcessorByHa(messageStoreConfig.getBrokerRole());
    handleSlaveSynchronize(messageStoreConfig.getBrokerRole());
    this.registerBrokerAll(true, false, true);
    }

    this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {

    @Override
    public void run() {
    try {
    BrokerController.this.registerBrokerAll(true, false, brokerConfig.isForceRegister());
    } catch (Throwable e) {
    log.error("registerBrokerAll Exception", e);
    }
    }
    }, 1000 * 10, Math.max(10000, Math.min(brokerConfig.getRegisterNameServerPeriod(), 60000)), TimeUnit.MILLISECONDS);

    if (this.brokerStatsManager != null) {
    this.brokerStatsManager.start();
    }

    if (this.brokerFastFailure != null) {
    this.brokerFastFailure.start();
    }


    }
    + +

    首先是启动messageStore,调用 start 方法,这里面又调用了一些代码

    +
    public void start() throws Exception {

    lock = lockFile.getChannel().tryLock(0, 1, false);
    if (lock == null || lock.isShared() || !lock.isValid()) {
    throw new RuntimeException("Lock failed,MQ already started");
    }

    lockFile.getChannel().write(ByteBuffer.wrap("lock".getBytes()));
    lockFile.getChannel().force(true);
    {
    /**
    * 1. Make sure the fast-forward messages to be truncated during the recovering according to the max physical offset of the commitlog;
    * 2. DLedger committedPos may be missing, so the maxPhysicalPosInLogicQueue maybe bigger that maxOffset returned by DLedgerCommitLog, just let it go;
    * 3. Calculate the reput offset according to the consume queue;
    * 4. Make sure the fall-behind messages to be dispatched before starting the commitlog, especially when the broker role are automatically changed.
    */
    long maxPhysicalPosInLogicQueue = commitLog.getMinOffset();
    for (ConcurrentMap<Integer, ConsumeQueue> maps : this.consumeQueueTable.values()) {
    for (ConsumeQueue logic : maps.values()) {
    if (logic.getMaxPhysicOffset() > maxPhysicalPosInLogicQueue) {
    maxPhysicalPosInLogicQueue = logic.getMaxPhysicOffset();
    }
    }
    }
    if (maxPhysicalPosInLogicQueue < 0) {
    maxPhysicalPosInLogicQueue = 0;
    }
    if (maxPhysicalPosInLogicQueue < this.commitLog.getMinOffset()) {
    maxPhysicalPosInLogicQueue = this.commitLog.getMinOffset();
    /**
    * This happens in following conditions:
    * 1. If someone removes all the consumequeue files or the disk get damaged.
    * 2. Launch a new broker, and copy the commitlog from other brokers.
    *
    * All the conditions has the same in common that the maxPhysicalPosInLogicQueue should be 0.
    * If the maxPhysicalPosInLogicQueue is gt 0, there maybe something wrong.
    */
    log.warn("[TooSmallCqOffset] maxPhysicalPosInLogicQueue={} clMinOffset={}", maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset());
    }
    log.info("[SetReputOffset] maxPhysicalPosInLogicQueue={} clMinOffset={} clMaxOffset={} clConfirmedOffset={}",
    maxPhysicalPosInLogicQueue, this.commitLog.getMinOffset(), this.commitLog.getMaxOffset(), this.commitLog.getConfirmOffset());
    this.reputMessageService.setReputFromOffset(maxPhysicalPosInLogicQueue);
    this.reputMessageService.start();

    /**
    * 1. Finish dispatching the messages fall behind, then to start other services.
    * 2. DLedger committedPos may be missing, so here just require dispatchBehindBytes <= 0
    */
    while (true) {
    if (dispatchBehindBytes() <= 0) {
    break;
    }
    Thread.sleep(1000);
    log.info("Try to finish doing reput the messages fall behind during the starting, reputOffset={} maxOffset={} behind={}", this.reputMessageService.getReputFromOffset(), this.getMaxPhyOffset(), this.dispatchBehindBytes());
    }
    this.recoverTopicQueueTable();
    }

    if (!messageStoreConfig.isEnableDLegerCommitLog()) {
    this.haService.start();
    this.handleScheduleMessageService(messageStoreConfig.getBrokerRole());
    }

    this.flushConsumeQueueService.start();
    this.commitLog.start();
    this.storeStatsService.start();

    this.createTempFile();
    this.addScheduleTask();
    this.shutdown = false;
    }
    + + + +

    调用DefaultMessageStore.start方法启动DefaultMessageStore对象中的一些服务线程。

    +
      +
    1. 启动ReputMessageService服务线程
    2. +
    3. 启动FlushConsumeQueueService服务线程;
    4. +
    5. 调用CommitLog.start方法,启动CommitLog对象中的FlushCommitLogService线程服务,若是同步刷盘(SYNC_FLUSH)则是启动GroupCommitService线程服务;若是异步刷盘(ASYNC_FLUSH)则是启动FlushRealTimeService线程服务;
    6. +
    7. 启动StoreStatsService线程服务;
    8. +
    9. 启动定时清理任务
    10. +
    +

    然后是启动ClientHousekeepingService的 netty 服务端和客户端,然后是启动fileWatchService证书服务,接着启动BrokerOuterAPI中的NettyRemotingClient,即建立与NameServer的链接,用于自身Broker与其他模块的RPC功能调用;包括获取NameServer的地址、注册Broker、注销Broker、获取Topic配置、获取消息进度信息、获取订阅关系等RPC功能,然后是PullRequestHoldService服务线程,这个就是实现长轮询的,然后启动管家ClientHousekeepingService服务,负责扫描不活跃的生产者,消费者和 filter,启动FilterServerManager 过滤器服务管理,然后启动定时任务调用org.apache.rocketmq.broker.BrokerController#registerBrokerAll向所有 nameserver 注册 broker,最后是按需开启org.apache.rocketmq.store.stats.BrokerStatsManager和org.apache.rocketmq.broker.latency.BrokerFastFailure,基本上启动过程就完成了

    ]]>
    - Java - Dubbo - 线程池 - Dubbo - 线程池 - ThreadPool + MQ + RocketMQ + 消息队列 + RocketMQ + 中间件 + RocketMQ - Java - Dubbo - ThreadPool - 线程池 - FixedThreadPool - LimitedThreadPool - EagerThreadPool - CachedThreadPool + MQ + 消息队列 + RocketMQ + 削峰填谷 + 中间件 + 源码解析 + Broker
    @@ -6336,6 +6419,39 @@ user3: read view + + 聊聊 dubbo 的线程池 + /2021/04/04/%E8%81%8A%E8%81%8A-dubbo-%E7%9A%84%E7%BA%BF%E7%A8%8B%E6%B1%A0/ + 之前没注意到这一块,只是比较模糊的印象 dubbo 自己基于 ThreadPoolExecutor 定义了几个线程池,但是没具体看过,主要是觉得就是为了避免使用 jdk 自带的那几个(java.util.concurrent.Executors),防止出现那些问题
    看下代码目录主要是这几个

    +
      +
    • FixedThreadPool:创建一个复用固定个数线程的线程池。
      简单看下代码
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int threads = url.getParameter("threads", 200);
      int queues = url.getParameter("queues", 0);
      return new ThreadPoolExecutor(threads, threads, 0L, TimeUnit.MILLISECONDS, (BlockingQueue)(queues == 0 ? new SynchronousQueue() : (queues < 0 ? new LinkedBlockingQueue() : new LinkedBlockingQueue(queues))), new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      }
      +可以看到核心线程数跟最大线程数一致,也就是说就不会在核心线程数和最大线程数之间动态变化了
    • +
    • LimitedThreadPool:创建一个线程池,这个线程池中线程个数随着需要量动态增加,但是数量不超过配置的阈值的个数,另外空闲线程不会被回收,会一直存在。
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int cores = url.getParameter("corethreads", 0);
      int threads = url.getParameter("threads", 200);
      int queues = url.getParameter("queues", 0);
      return new ThreadPoolExecutor(cores, threads, 9223372036854775807L, TimeUnit.MILLISECONDS, (BlockingQueue)(queues == 0 ? new SynchronousQueue() : (queues < 0 ? new LinkedBlockingQueue() : new LinkedBlockingQueue(queues))), new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      }
      +这个特点主要是创建了保活时间特别长,即可以认为不会被回收了
    • +
    • EagerThreadPool :创建一个线程池,这个线程池当所有核心线程都处于忙碌状态时候,创建新的线程来执行新任务,而不是把任务放入线程池阻塞队列。
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int cores = url.getParameter("corethreads", 0);
      int threads = url.getParameter("threads", 2147483647);
      int queues = url.getParameter("queues", 0);
      int alive = url.getParameter("alive", 60000);
      TaskQueue<Runnable> taskQueue = new TaskQueue(queues <= 0 ? 1 : queues);
      EagerThreadPoolExecutor executor = new EagerThreadPoolExecutor(cores, threads, (long)alive, TimeUnit.MILLISECONDS, taskQueue, new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      taskQueue.setExecutor(executor);
      return executor;
      }
      +这个是改动最多的一个了,因为需要实现这个机制,有兴趣的可以详细看下
    • +
    • CachedThreadPool: 创建一个自适应线程池,当线程处于空闲1分钟时候,线程会被回收,当有新请求到来时候会创建新线程
      public Executor getExecutor(URL url) {
      String name = url.getParameter("threadname", "Dubbo");
      int cores = url.getParameter("corethreads", 0);
      int threads = url.getParameter("threads", 2147483647);
      int queues = url.getParameter("queues", 0);
      int alive = url.getParameter("alive", 60000);
      return new ThreadPoolExecutor(cores, threads, (long)alive, TimeUnit.MILLISECONDS, (BlockingQueue)(queues == 0 ? new SynchronousQueue() : (queues < 0 ? new LinkedBlockingQueue() : new LinkedBlockingQueue(queues))), new NamedThreadFactory(name, true), new AbortPolicyWithReport(name, url));
      }
      +这里可以看到线程池的配置,核心是 0,最大线程数是 2147483647,保活时间是一分钟
      只是非常简略的介绍下,有兴趣可以自行阅读代码。
    • +
    +]]>
    + + Java + Dubbo - 线程池 + Dubbo + 线程池 + ThreadPool + + + Java + Dubbo + ThreadPool + 线程池 + FixedThreadPool + LimitedThreadPool + EagerThreadPool + CachedThreadPool + +
    聊聊 mysql 索引的一些细节 /2020/12/27/%E8%81%8A%E8%81%8A-mysql-%E7%B4%A2%E5%BC%95%E7%9A%84%E4%B8%80%E4%BA%9B%E7%BB%86%E8%8A%82/ @@ -6562,6 +6678,23 @@ user3: 海蛎煎 + + 聊聊如何识别和意识到日常生活中的各类危险 + /2021/06/06/%E8%81%8A%E8%81%8A%E5%A6%82%E4%BD%95%E8%AF%86%E5%88%AB%E5%92%8C%E6%84%8F%E8%AF%86%E5%88%B0%E6%97%A5%E5%B8%B8%E7%94%9F%E6%B4%BB%E4%B8%AD%E7%9A%84%E5%90%84%E7%B1%BB%E5%8D%B1%E9%99%A9/ + 这篇博客的灵感又是来自于我从绍兴来杭州的路上,在我们进站以后上电梯快到的时候,突然前面不动了,右边我能看到的是有个人的行李箱一时拎不起来,另一边后面看到其实是个小孩子在那哭闹,一位妈妈就在那停着安抚或者可能有点手足无措,其实这一点应该是在几年前慢慢意识到是个非常危险的场景,特别是像绍兴北站这样上去站台是非常长的电梯,因为最近扩建改造,车次减少了很多,所以每一班都有很多人,检票上站台的电梯都是满员运转,试想这种情况,如果刚才那位妈妈再多停留一点时间,很可能就会出现后面的人上不来被挤下去,再严重点就是踩踏事件,但是这类情况很少人真的意识到,非常明显的例子就是很多人拿着比较大比较重的行李箱,不走垂梯,并且在快到的时候没有提前准备好,有可能在玩手机啥的,如果提不动,后面又是挤满人了,就很可能出现前面说的这种情况,并且其实这种是非紧急情况,大多数人都没有心理准备,一旦发生后果可能就会很严重,例如火灾地震疏散大部分人或者说负责引导的都是指示要有序撤离,防止踩踏,但是普通坐个扶梯,一般都不会有这个意识,但是如果这个时间比较长,出现了人员站不住往后倒了,真的会很严重。所以如果自己是带娃的或者带了很重的行李箱的,请提前做好准备,看到前面有人带的,最好也保持一定距离。
    还有比如日常走路,旁边有车子停着的情况,比较基本的看车灯有没有亮着,亮着的是否是倒车灯,这种应该特别注意远离,至少保持距离,不能挨着走,很多人特别是一些老年人,在一些人比较多的路上,往往完全无视旁边这些车的状态,我走我的路,谁敢阻拦我,管他车在那动不动,其实真的非常危险,车子本身有视线死角,再加上司机的驾驶习惯和状态,想去送死跟碰瓷的除外,还有就是有一些车会比较特殊,车子发动着,但是没灯,可能是车子灯坏了或者司机通过什么方式关了灯,这种比较难避开,不过如果车子打着了,一般会有比较大的热量散发,车子刚灭了也会有,反正能远离点尽量远离,从轿车的车前面走过挨着走要比从屁股后面挨着走稍微安全一些,但也最好不要挨着车走。
    最后一点其实是我觉得是我自己比较怕死,一般对来向的车或者从侧面出来的车会做更长的预判距离,特别是电瓶车,一般是不让人的,像送外卖的小哥,的确他们不太容易,但是真的很危险啊,基本就生死看刹车,能刹住就赚了,刹不住就看身子骨扛不扛撞了,只是这里要多说点又要谈到资本的趋利性了,总是想法设法的压榨以获取更多的利益,也不扯远了,能远离就远离吧。

    +]]>
    + + 生活 + + + 生活 + 糟心事 + 扶梯 + 踩踏 + 安全 + 电瓶车 + +
    聊聊对 FunctionalInterface 注解的一些理解 /2023/10/15/%E8%81%8A%E8%81%8A%E5%AF%B9-FunctionalInterface-%E6%B3%A8%E8%A7%A3%E7%9A%84%E4%B8%80%E4%BA%9B%E7%90%86%E8%A7%A3/ @@ -6584,20 +6717,21 @@ user3: - 聊聊如何识别和意识到日常生活中的各类危险 - /2021/06/06/%E8%81%8A%E8%81%8A%E5%A6%82%E4%BD%95%E8%AF%86%E5%88%AB%E5%92%8C%E6%84%8F%E8%AF%86%E5%88%B0%E6%97%A5%E5%B8%B8%E7%94%9F%E6%B4%BB%E4%B8%AD%E7%9A%84%E5%90%84%E7%B1%BB%E5%8D%B1%E9%99%A9/ - 这篇博客的灵感又是来自于我从绍兴来杭州的路上,在我们进站以后上电梯快到的时候,突然前面不动了,右边我能看到的是有个人的行李箱一时拎不起来,另一边后面看到其实是个小孩子在那哭闹,一位妈妈就在那停着安抚或者可能有点手足无措,其实这一点应该是在几年前慢慢意识到是个非常危险的场景,特别是像绍兴北站这样上去站台是非常长的电梯,因为最近扩建改造,车次减少了很多,所以每一班都有很多人,检票上站台的电梯都是满员运转,试想这种情况,如果刚才那位妈妈再多停留一点时间,很可能就会出现后面的人上不来被挤下去,再严重点就是踩踏事件,但是这类情况很少人真的意识到,非常明显的例子就是很多人拿着比较大比较重的行李箱,不走垂梯,并且在快到的时候没有提前准备好,有可能在玩手机啥的,如果提不动,后面又是挤满人了,就很可能出现前面说的这种情况,并且其实这种是非紧急情况,大多数人都没有心理准备,一旦发生后果可能就会很严重,例如火灾地震疏散大部分人或者说负责引导的都是指示要有序撤离,防止踩踏,但是普通坐个扶梯,一般都不会有这个意识,但是如果这个时间比较长,出现了人员站不住往后倒了,真的会很严重。所以如果自己是带娃的或者带了很重的行李箱的,请提前做好准备,看到前面有人带的,最好也保持一定距离。
    还有比如日常走路,旁边有车子停着的情况,比较基本的看车灯有没有亮着,亮着的是否是倒车灯,这种应该特别注意远离,至少保持距离,不能挨着走,很多人特别是一些老年人,在一些人比较多的路上,往往完全无视旁边这些车的状态,我走我的路,谁敢阻拦我,管他车在那动不动,其实真的非常危险,车子本身有视线死角,再加上司机的驾驶习惯和状态,想去送死跟碰瓷的除外,还有就是有一些车会比较特殊,车子发动着,但是没灯,可能是车子灯坏了或者司机通过什么方式关了灯,这种比较难避开,不过如果车子打着了,一般会有比较大的热量散发,车子刚灭了也会有,反正能远离点尽量远离,从轿车的车前面走过挨着走要比从屁股后面挨着走稍微安全一些,但也最好不要挨着车走。
    最后一点其实是我觉得是我自己比较怕死,一般对来向的车或者从侧面出来的车会做更长的预判距离,特别是电瓶车,一般是不让人的,像送外卖的小哥,的确他们不太容易,但是真的很危险啊,基本就生死看刹车,能刹住就赚了,刹不住就看身子骨扛不扛撞了,只是这里要多说点又要谈到资本的趋利性了,总是想法设法的压榨以获取更多的利益,也不扯远了,能远离就远离吧。

    + 聊聊我刚学会的应用诊断方法 + /2020/05/22/%E8%81%8A%E8%81%8A%E6%88%91%E5%88%9A%E5%AD%A6%E4%BC%9A%E7%9A%84%E5%BA%94%E7%94%A8%E8%AF%8A%E6%96%AD%E6%96%B9%E6%B3%95/ + 因为传说中的出身问题,我以前写的是PHP,在使用 swoole 之前,基本的应用调试手段就是简单粗暴的 var_dump,exit,对于单进程模型的 PHP 也是简单有效,技术栈换成 Java 之后,就变得没那么容易,一方面是需要编译,另一方面是一般都是基于 spring 的项目,如果问题定位比较模糊,那框架层的是很难靠简单的 System.out.println 或者打 log 解决,(PS:我觉得可能我写的东西比较适合从 PHP 这种弱类型语言转到 Java 的小白同学)这个时候一方面因为是 Java,有了非常好用的 idea IDE 的支持,可以各种花式调试,条件断点尤其牛叉,但是又因为有 Spring+Java 的双重原因,有些情况下单步调试可以把手按废掉,这也是我之前一直比较困惑苦逼的点,后来随着慢慢精(jiang)进(you)之后,比如对于一个 oom 的情况,我们可以通过启动参数加上-XX:+HeapDumpOnOutOfMemoryError -XX:HeapDumpPath=xx/xx 来配置溢出时的堆dump 日志,获取到这个文件后,我们可以通过像 Memory Analyzer (MAT)[https://www.eclipse.org/mat/] (The Eclipse Memory Analyzer is a fast and feature-rich Java heap analyzer that helps you find memory leaks and reduce memory consumption.)来查看诊断问题所在,之前用到的时候是因为有个死循环一直往链表里塞数据,属于比较简单的,后来一次是由于运维进行应用迁移时按默认的统一配置了堆内存大小,导致内存的确不够用,所以溢出了,
    今天想说的其实主要是我们的 thread dump,这也是我最近才真正用的一个方法,可能真的很小白了,用过 ide 的单步调试其实都知道会有一个一层层的玩意,比如函数从 A,调用了 B,再从 B 调用了 C,一直往下(因为是 Java,所以还有很多🤦‍♂️),这个其实也是大部分语言的调用模型,利用了栈这个数据结构,通过这个结构我们可以知道代码的调用链路,由于对于一个 spring 应用,在本身框架代码量非常庞大的情况下,外加如果应用代码也是非常多的时候,有时候通过单步调试真的很难短时间定位到问题,需要非常大的耐心和仔细观察,当然不是说完全不行,举个例子当我的应用经常启动需要非常长的时间,因为本身应用有非常多个 bean,比较难说究竟是 bean 的加载的确很慢还是有什么异常原因,这种时候就可以使用 thread dump 了,具体怎么操作呢

    如果在idea 中运行或者调试时,可以直接点击这个照相机一样的按钮,右边就会出现了左边会显示所有的线程,右边会显示线程栈,

    +
    "main@1" prio=5 tid=0x1 nid=NA runnable
    java.lang.Thread.State: RUNNABLE
    at TreeDistance.treeDist(TreeDistance.java:64)
    at TreeDistance.treeDist(TreeDistance.java:65)
    at TreeDistance.treeDist(TreeDistance.java:65)
    at TreeDistance.treeDist(TreeDistance.java:65)
    at TreeDistance.main(TreeDistance.java:45)
    +

    这就是我们主线程的堆栈信息了,main 表示这个线程名,prio表示优先级,默认是 5,tid 表示线程 id,nid 表示对应的系统线程,后面的runnable 表示目前线程状态,因为是被我打了断点,所以是就许状态,然后下面就是对应的线程栈内容了,在TreeDistance类的 treeDist方法中,对应的文件行数是 64 行。
    这里使用 thread dump一般也不会是上面我截图代码里的这种代码量很少的,一般是大型项目,有时候跑着跑着没反应,又不知道跑到哪了,特别是一些刚接触的大项目或者需要定位一个大项目的一个疑难问题,一时没思路时,可以使用这个方法,个人觉得非常有帮助。

    ]]>
    - 生活 + Java + Thread dump + 问题排查 + 工具 - 生活 - 糟心事 - 扶梯 - 踩踏 - 安全 - 电瓶车 + Java + Thread dump
    @@ -6644,25 +6778,6 @@ user3: 3PC - - 聊聊最近平淡的生活之又聊通勤 - /2021/11/07/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB/ - 一直以来过着特别平淡普通的生活,不过大多数人应该都这样吧,也许有些人可以把平凡的生活过得精彩,最简单的说明就是朋友圈吧,看我一年的盆友圈虽然在发,不过大概 90%的都是发发跑步的打卡,偶尔会有稀稀拉拉的点赞,天天上班,也不喜欢发什么状态,觉得没什么人关注,索性不发。

    -

    只是这么平淡的生活就有一些自己比较心烦纠结的,之前有提到过的交通,最近似乎又发现了一点,就真相总是让人跌破眼镜,以前觉得我可能是胆子比较小,所以会觉得怎么路上这些电瓶都是这么肆无忌惮的往我冲过来,后面慢慢有一种借用电视剧读心神探的概念,安全距离,觉得大部分人跟我一样,骑电瓶车什么的总还是有个安全距离,只是可能这个安全距离对于不同的人不一样,那些骑电瓶车的潜意识里的安全距离是非常短,所以经常会骑车离着你非常近才会刹车,但是这个安全距离理论最近又被推翻了,因为经历过几次电瓶车就是已经跟你有身体接触了,但是没到把人撞倒的程度,似乎这些骑电瓶车的觉得步行的行人在人行道上是空气,蹭一下也无所谓,反正不能挡我的路,总感觉要不是我在前面骑自行车太慢挡着电瓶车,不然他们都能起飞去干掉 F35 解放湾湾了;

    -

    另一个问题应该是说我们交通规则普及的太少,虽然我们没有路权这个名词概念,但是其实是有这个优先级的,包括像杭州是以公交车在人行道礼让行人闻名的,其实这个文明的行为只限于人行道在直行路中间的,大部分在十字路口,右转的公交车很少会让直行人行道的,前提是直行的绿灯的时候,特别是像公交车这样,车身特别长,右转的时候会有比较大的死角,如果是公交车先转,行人或者自行车很容易被卷进去,非常危险的,私家车就更不用说了,反正右转即使人行道上人非常多要转的也是一秒都不等,所以我自己在开车的时候是尽量在右转的时候等人行道上的行人或者骑车的走完,因为总会觉得我是不是有点双标,骑车走路的时候希望开车的能按规则让我,自己开车的时候又想赶紧开走,所以在开车的时候尽量做到让行车和骑车的。

    -

    还有个其实是写着写着想起来的,比如我骑车左转的时候,因为我是左转到对角那就到了,跟那些左转后要再直行的不一样,我们应该在学车的时候也学过,超车要从左边超,但是往往那些骑电瓶车的在左转的时候会从我右边超过来再往左边撇过去,如果留的空间大还好,有些电瓶车就是如果车头超过了就不管他的车屁股,如果我不减速,自行车就被刮倒了,可能的确是别人就不是人,只要不把你撞倒就无所谓,反正为了你自己不被撞倒你肯定会让的。

    -]]>
    - - 生活 - - - 生活 - 糟心事 - 规则 - 电瓶车 - 骑车 - -
    聊聊我的远程工作体验 /2022/06/26/%E8%81%8A%E8%81%8A%E6%88%91%E7%9A%84%E8%BF%9C%E7%A8%8B%E5%B7%A5%E4%BD%9C%E4%BD%93%E9%AA%8C/ @@ -6677,19 +6792,22 @@ user3: - 折腾记-给玩客云刷上Armbian - /2024/03/31/%E6%8A%98%E8%85%BE%E8%AE%B0-%E7%BB%99%E7%8E%A9%E5%AE%A2%E4%BA%91%E5%88%B7%E4%B8%8AArmbian/ - 之前买来玩客云作为轻nas使用,但是由于只能外接硬盘,并且是usb2.0的接口,使用体验不是特别好,并且前期作为老母鸡还能兑换视频会员这种,后面取消了就不怎么使用了,前阵子玩客云停止提供服务了,所以就想可以折腾下,比如Armbian这样的,可以作为轻量服务器使用,功耗也比较低,跑一些简单的docker还是可以的,

    配置是这样的,存储小了点,其他就是一个普通小服务器的配置了,usb2.0有点弱,但是现在有一些是正常退役,还有很多是PCDN被禁了宽带以后咸鱼出售的,带上电源跟网线才30左右,还是比较有性价比的
    首先机器有几个版本,主要是1.0跟1.3,要注意1.3版本的主板上有个混淆点,会有一个1.2的版本,指的是具体存储或者网卡等组件的版本,玩客云版本是较大的 V1.3,而1.0则是比较小的字体,而且据网上的资料,1.0版本是有个MAC地址的贴条

    可以看上图的标示,箭头指向的是短接点,这是1.0版本的,1.3版本是找不到这个短接点,而是在反面(有S805芯片和存储的一面)
    新版手边没有,借用一张恩山的图

    这个在最开始我刷第一个的时候比较困扰我,因为不确定版本,网上又有很多都是只截一小块区域的图,也不知道相对位置
    首先如果是从闲鱼买来的已经刷成PCDN,某心云的需要通过短接刷底包之后再刷入系统,可以先用吹风机热风吹一会后盖,然后用一字螺丝刀从SD卡槽把外层的一片壳撬开,然后通过十字螺丝刀拧开之后就可以把主板拿出来
    然后需要镊子或者其他铁丝,能够短接的就行,外加一个双公头USB线
    刷机工具包可以用我这个分享的

    -
    https://www.alipan.com/s/sd4Wi6TDzeP
    提取码: 84or
    -

    第一步打开USB Burning Tool, 要短接刷入update.img

    通过文件导入网盘里的 update.img,然后先用双公头USB线连接电脑的USB口和玩客云靠近HDMI口的USB口,如果方便最好接到电脑后置的USB口,防止不稳定刷机终端,接下来就需要短接了,这里的姿势要先短接好,保持稳定,然后插上电源线,这里如果连接成功就会在软件左上会显示一栏连接成功,如果电脑连接音响也会有叮咚这样的声音,接下去就可以点开始进行刷入底包了,这里最大的困难点就是保持短接稳定后插电源,并且继续保持稳定刷入底包,底包刷入会比较快,等到刷机进度条走完刷成功后就点停止,然后关闭软件,拔掉玩客云电源,拔掉USB
    第二步是刷入Armbian系统,根据一些教程有些说需要先刷入5.8,我这边是直接刷入了5.9的系统,也就多一步,准备一个U盘,16G或者8G都行,先用Etcher把5.8系统刷入U盘,刷入完成后再关闭软件,推出U盘,将U盘插入玩客云上靠近网口的USB口,然后再通电,指示灯会蓝色-> 绿色 -> 蓝紫闪烁 -> 蓝色,这样就是刷机成功了,会需要一点时间,刷机完成后再把5.9的的刷入U盘,再继续刚才的步骤,此时需要把网线插入玩客云,等待正常亮灯显示后,在路由器上可以找到一个aml-s812的设备,在通过ssh连接,账号是root,密码是1234,进入系统后通过以下命令就可以刷入emmc了

    -
    cd /boot/install  sudo ./install.sh
    -

    完成后会自动断开,拔掉U盘后再用同样方法连接就可以了,后续怎么使用就是Linux相关的了,后面也可以讲下docker的操作,但要注意架构,这个是arm架构32位的

    + 聊聊最近平淡的生活之又聊通勤 + /2021/11/07/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB/ + 一直以来过着特别平淡普通的生活,不过大多数人应该都这样吧,也许有些人可以把平凡的生活过得精彩,最简单的说明就是朋友圈吧,看我一年的盆友圈虽然在发,不过大概 90%的都是发发跑步的打卡,偶尔会有稀稀拉拉的点赞,天天上班,也不喜欢发什么状态,觉得没什么人关注,索性不发。

    +

    只是这么平淡的生活就有一些自己比较心烦纠结的,之前有提到过的交通,最近似乎又发现了一点,就真相总是让人跌破眼镜,以前觉得我可能是胆子比较小,所以会觉得怎么路上这些电瓶都是这么肆无忌惮的往我冲过来,后面慢慢有一种借用电视剧读心神探的概念,安全距离,觉得大部分人跟我一样,骑电瓶车什么的总还是有个安全距离,只是可能这个安全距离对于不同的人不一样,那些骑电瓶车的潜意识里的安全距离是非常短,所以经常会骑车离着你非常近才会刹车,但是这个安全距离理论最近又被推翻了,因为经历过几次电瓶车就是已经跟你有身体接触了,但是没到把人撞倒的程度,似乎这些骑电瓶车的觉得步行的行人在人行道上是空气,蹭一下也无所谓,反正不能挡我的路,总感觉要不是我在前面骑自行车太慢挡着电瓶车,不然他们都能起飞去干掉 F35 解放湾湾了;

    +

    另一个问题应该是说我们交通规则普及的太少,虽然我们没有路权这个名词概念,但是其实是有这个优先级的,包括像杭州是以公交车在人行道礼让行人闻名的,其实这个文明的行为只限于人行道在直行路中间的,大部分在十字路口,右转的公交车很少会让直行人行道的,前提是直行的绿灯的时候,特别是像公交车这样,车身特别长,右转的时候会有比较大的死角,如果是公交车先转,行人或者自行车很容易被卷进去,非常危险的,私家车就更不用说了,反正右转即使人行道上人非常多要转的也是一秒都不等,所以我自己在开车的时候是尽量在右转的时候等人行道上的行人或者骑车的走完,因为总会觉得我是不是有点双标,骑车走路的时候希望开车的能按规则让我,自己开车的时候又想赶紧开走,所以在开车的时候尽量做到让行车和骑车的。

    +

    还有个其实是写着写着想起来的,比如我骑车左转的时候,因为我是左转到对角那就到了,跟那些左转后要再直行的不一样,我们应该在学车的时候也学过,超车要从左边超,但是往往那些骑电瓶车的在左转的时候会从我右边超过来再往左边撇过去,如果留的空间大还好,有些电瓶车就是如果车头超过了就不管他的车屁股,如果我不减速,自行车就被刮倒了,可能的确是别人就不是人,只要不把你撞倒就无所谓,反正为了你自己不被撞倒你肯定会让的。

    ]]>
    - 折腾 + 生活 - 折腾 + 生活 + 糟心事 + 规则 + 电瓶车 + 骑车
    @@ -6756,68 +6874,64 @@ user3: - 聊聊我刚学会的应用诊断方法 - /2020/05/22/%E8%81%8A%E8%81%8A%E6%88%91%E5%88%9A%E5%AD%A6%E4%BC%9A%E7%9A%84%E5%BA%94%E7%94%A8%E8%AF%8A%E6%96%AD%E6%96%B9%E6%B3%95/ - 因为传说中的出身问题,我以前写的是PHP,在使用 swoole 之前,基本的应用调试手段就是简单粗暴的 var_dump,exit,对于单进程模型的 PHP 也是简单有效,技术栈换成 Java 之后,就变得没那么容易,一方面是需要编译,另一方面是一般都是基于 spring 的项目,如果问题定位比较模糊,那框架层的是很难靠简单的 System.out.println 或者打 log 解决,(PS:我觉得可能我写的东西比较适合从 PHP 这种弱类型语言转到 Java 的小白同学)这个时候一方面因为是 Java,有了非常好用的 idea IDE 的支持,可以各种花式调试,条件断点尤其牛叉,但是又因为有 Spring+Java 的双重原因,有些情况下单步调试可以把手按废掉,这也是我之前一直比较困惑苦逼的点,后来随着慢慢精(jiang)进(you)之后,比如对于一个 oom 的情况,我们可以通过启动参数加上-XX:+HeapDumpOnOutOfMemoryError -XX:HeapDumpPath=xx/xx 来配置溢出时的堆dump 日志,获取到这个文件后,我们可以通过像 Memory Analyzer (MAT)[https://www.eclipse.org/mat/] (The Eclipse Memory Analyzer is a fast and feature-rich Java heap analyzer that helps you find memory leaks and reduce memory consumption.)来查看诊断问题所在,之前用到的时候是因为有个死循环一直往链表里塞数据,属于比较简单的,后来一次是由于运维进行应用迁移时按默认的统一配置了堆内存大小,导致内存的确不够用,所以溢出了,
    今天想说的其实主要是我们的 thread dump,这也是我最近才真正用的一个方法,可能真的很小白了,用过 ide 的单步调试其实都知道会有一个一层层的玩意,比如函数从 A,调用了 B,再从 B 调用了 C,一直往下(因为是 Java,所以还有很多🤦‍♂️),这个其实也是大部分语言的调用模型,利用了栈这个数据结构,通过这个结构我们可以知道代码的调用链路,由于对于一个 spring 应用,在本身框架代码量非常庞大的情况下,外加如果应用代码也是非常多的时候,有时候通过单步调试真的很难短时间定位到问题,需要非常大的耐心和仔细观察,当然不是说完全不行,举个例子当我的应用经常启动需要非常长的时间,因为本身应用有非常多个 bean,比较难说究竟是 bean 的加载的确很慢还是有什么异常原因,这种时候就可以使用 thread dump 了,具体怎么操作呢

    如果在idea 中运行或者调试时,可以直接点击这个照相机一样的按钮,右边就会出现了左边会显示所有的线程,右边会显示线程栈,

    -
    "main@1" prio=5 tid=0x1 nid=NA runnable
    java.lang.Thread.State: RUNNABLE
    at TreeDistance.treeDist(TreeDistance.java:64)
    at TreeDistance.treeDist(TreeDistance.java:65)
    at TreeDistance.treeDist(TreeDistance.java:65)
    at TreeDistance.treeDist(TreeDistance.java:65)
    at TreeDistance.main(TreeDistance.java:45)
    -

    这就是我们主线程的堆栈信息了,main 表示这个线程名,prio表示优先级,默认是 5,tid 表示线程 id,nid 表示对应的系统线程,后面的runnable 表示目前线程状态,因为是被我打了断点,所以是就许状态,然后下面就是对应的线程栈内容了,在TreeDistance类的 treeDist方法中,对应的文件行数是 64 行。
    这里使用 thread dump一般也不会是上面我截图代码里的这种代码量很少的,一般是大型项目,有时候跑着跑着没反应,又不知道跑到哪了,特别是一些刚接触的大项目或者需要定位一个大项目的一个疑难问题,一时没思路时,可以使用这个方法,个人觉得非常有帮助。

    + 聊聊这次换车牌及其他 + /2022/02/20/%E8%81%8A%E8%81%8A%E8%BF%99%E6%AC%A1%E6%8D%A2%E8%BD%A6%E7%89%8C%E5%8F%8A%E5%85%B6%E4%BB%96/ + 去年 8 月份运气比较好,摇到了车牌,本来其实应该很早就开始摇的,前面第一次换工作没注意社保断缴了一个月,也是大意失荆州,后面到了 17 年社保满两年了,好像只摇了一次,还是就没摇过,有点忘了,好像是什么原因导致那次也没摇成功,但是后面暂住证就取消了,需要居住证,居住证又要一年及以上的租房合同,并且那会买车以后也不怎么开,住的地方车位还好,但是公司车位一个月要两三千,甚至还是打车上下班比较实惠,所以也没放在心上,后面摇到房以后,也觉得应该准备起来车子,就开始办了居住证,居住证其实还可以用劳动合同,而且办起来也挺快,大概是三四月份开始摇,到 8 月份的某一天收到短信说摇到了,一开始还挺开心,不过心里抱着也不怎么开,也没怎么大放在心上,不过这里有一点就是我把那个照片直接发出去,上面有着我的身份证号,被 LD 说了一顿,以后也应该小心点,但是后面不知道是哪里看了下,说杭州上牌已经需要国六标准的车了,瞬间感觉是空欢喜了,可是有同事说是可以的,我就又打了官方的电话,结果说可以的,要先转籍,然后再做上牌。

    +

    转籍其实是很方便的,在交警 12123 App 上申请就行了,在转籍以后,需要去实地验车,验车的话,在支付宝-杭州交警生活号里进行预约,找就近的车管所就好,需要准备一些东西,首先是行驶证,机动车登记证书,身份证,居住证,还有车上需要准备的东西是要有三脚架和反光背心,反光背心是最近几个月开始要的,问过之前去验车的只需要三脚架就好了,预约好了的话建议是赶上班时间越早越好,不然过去排队时间要很久,而且人多了以后会很乱,各种插队,而且有很多都是汽车销售,一个销售带着一堆车,我们附近那个进去的小路没一会就堵满车,进去需要先排队,然后扫码,接着交资料,这两个都排着队,如果去晚了就要排很久的队,交完资料才是排队等验车,验车就是打开引擎盖,有人会帮忙拓印发动机车架号,然后验车的会各种检查一下,车里面,还有后备箱,建议车内整理干净点,后备箱不要放杂物,检验完了之后,需要把三脚架跟反光背心放在后备箱盖子上,人在旁边拍个照,然后需要把车牌遮住后再拍个车子的照片,再之后就是去把车牌卸了,这个多吐槽下,那边应该是本来那边师傅帮忙卸车牌,结果他就说是教我们拆,虽然也不算难,但是不排除师傅有在偷懒,完了之后就是把旧车牌交回去,然后需要在手机上(警察叔叔 App)提交各种资料,包括身份证,行驶证,机动车登记证书,提交了之后就等寄车牌过来了。

    +

    这里面缺失的一个环节就是选号了,选号杭州有两个方式,一种就是根据交管局定期发布的选号号段,可以自定义拼 20 个号,在手机上的交警 12123 App 上可以三个一组的形式提交,如果有没被选走的,就可以预选到这个了,但是这种就是也需要有一定策略,最新出的号段能选中的概率大一点,然后数字全是 8,6 这种的肯定会一早就被选走,然后如果跟我一样可以提前选下尾号,因为尾号数字影响限号,我比较有可能周五回家,所以得避开 5,0 的,第二种就是 50 选一跟以前新车选号一样,就不介绍了。第一种选中了以后可以在前面交还旧车牌的时候填上等着寄过来了,因为我是第一种选中的,第二种也可以在手机上选,也在可以在交还车牌的时候现场选。

    +

    总体过程其实是 LD 在各种查资料跟帮我跑来跑去,要不是 LD,估计在交管局那边我就懵逼了,各种插队,而且车子开着车子,也不能随便跑,所以建议办这个的时候有个人一起比较好。

    ]]>
    - Java - Thread dump - 问题排查 - 工具 + 生活 - Java - Thread dump + 生活 + 换车牌
    - 聊聊那些加塞狗 - /2021/01/17/%E8%81%8A%E8%81%8A%E9%82%A3%E4%BA%9B%E5%8A%A0%E5%A1%9E%E7%8B%97/ - 今天真的是被气得不轻,情况是碰到一个有 70 多秒的直行红灯,然后直行就排了很长的队,但是左转车道没车,就有好几辆车占着左转车道,准备往直行车道插队加塞,一般这种加塞的,会挑个不太计较的,如果前面一辆不让的话就再等等,我因为赶着回家,就不想让,结果那辆车几次车头直接往里冲,当时怒气值基本已经蓄满了,我真的是分毫都不想让,如果路上都是让着这种人的,那么这种情况只会越来越严重,我理解的这种心态,就赌你怕麻烦,多一事不如少一事,结果就是每次都能顺利插队加塞,其实延伸到我们社会中的种种实质性的排队或者等同于排队的情况,都已经有这种惯有思维,一方面这种不符合规则,可能在严重程度上容易被很多人所忽视,基本上已经被很多人当成是“合理”行为,另一方面,对于这些“微小”的违规行为,本身管理层面也基本没有想要管的意思,就更多的成为了纵容这些行为的导火索,并且大多数人都是想着如果不让,发生点小剐小蹭的要浪费很多时间精力来处理,甚至会觉得会被别人觉得自己太小气等等,诸多内外成本结合起来,会真的去硬刚的可能少之又少了,这样也就让更多的人觉得这种行为是被默许的,再举个非常小的例子,以我们公司疫情期间的盒饭发放为例,有两个比较“有意思”的事情,第一个就是因为疫情,本来是让排队要间隔一米,但是可能除了我比较怕死会跟前面的人保持点距离基本没别人会不挨着前面的人,甚至我跟我前面的人保持点距离,后面的同学会推着我让我上去;第二个是关于拿饭,这么多人排着队拿饭,然后有部分同学,一个人拿好几份,帮组里其他人的都拿了,有些甚至一个人拿十份,假如这个盒饭发放是说明了可以按部门直接全领了那就没啥问题,但是当时的状况是个人排队领自己的那一份,如果一个同学直接帮着组里十几个人都拿了,后面排队的人是什么感受呢,甚至有些是看到队伍排长了,就找队伍里自己认识的比较靠前的人说你帮我也拿一份,其实作为我这个比较按规矩办事的“愣头青”来说,我是比较不能接受这两件小事里的行为的,再往下说可能就有点偏激了,先说到这~

    + 聊聊部分公交车的设计bug + /2021/12/05/%E8%81%8A%E8%81%8A%E9%83%A8%E5%88%86%E5%85%AC%E4%BA%A4%E8%BD%A6%E7%9A%84%E8%AE%BE%E8%AE%A1bug/ + 今天惯例坐公交回住的地方,不小心撞了头,原因是我们想坐倒数第二排,然后LD 走在我后面,我就走到最后一排中间等着,但是最后一排是高一截的,等 LD 坐进去以后,我就往前走,结果撞到了车顶的扶手杆子的一端,差点撞昏了去,这里我觉得其实杆子长度应该短一点,不然从最后一排出来,还是有比较大概率因为没注意看而撞到头,特别是没注意看的情况,发力其实会比较大,一头撞上就会像我这样,眼前一黑,又痛得要死。
    还有一点就是座位设计了,先来看个图

    图里大致画了两条线,因为可能是轮胎还是什么原因,后排中间会有那么大的突起,但是看两条红线可以发现,靠近过道的座位边缘跟地面突起的边缘不是一样宽的,这样导致的结果就是坐着的时候有一个脚没地儿搁,要不就得侧着斜着坐,或者就是一个脚悬空,短程的可能还好,路程远一点还是比较难受的,特别是像我现在这样,大腿外侧有点难受的情况,就会更难受。
    虽然说这两个点,基本是屁用没有,但是我也是在自己这个博客说说,也当是个树洞了。

    ]]>
    生活 - 开车 生活 - 开车 - 加塞 - 糟心事 - 规则 + 公交 + 杭州
    - 聊聊这次换车牌及其他 - /2022/02/20/%E8%81%8A%E8%81%8A%E8%BF%99%E6%AC%A1%E6%8D%A2%E8%BD%A6%E7%89%8C%E5%8F%8A%E5%85%B6%E4%BB%96/ - 去年 8 月份运气比较好,摇到了车牌,本来其实应该很早就开始摇的,前面第一次换工作没注意社保断缴了一个月,也是大意失荆州,后面到了 17 年社保满两年了,好像只摇了一次,还是就没摇过,有点忘了,好像是什么原因导致那次也没摇成功,但是后面暂住证就取消了,需要居住证,居住证又要一年及以上的租房合同,并且那会买车以后也不怎么开,住的地方车位还好,但是公司车位一个月要两三千,甚至还是打车上下班比较实惠,所以也没放在心上,后面摇到房以后,也觉得应该准备起来车子,就开始办了居住证,居住证其实还可以用劳动合同,而且办起来也挺快,大概是三四月份开始摇,到 8 月份的某一天收到短信说摇到了,一开始还挺开心,不过心里抱着也不怎么开,也没怎么大放在心上,不过这里有一点就是我把那个照片直接发出去,上面有着我的身份证号,被 LD 说了一顿,以后也应该小心点,但是后面不知道是哪里看了下,说杭州上牌已经需要国六标准的车了,瞬间感觉是空欢喜了,可是有同事说是可以的,我就又打了官方的电话,结果说可以的,要先转籍,然后再做上牌。

    -

    转籍其实是很方便的,在交警 12123 App 上申请就行了,在转籍以后,需要去实地验车,验车的话,在支付宝-杭州交警生活号里进行预约,找就近的车管所就好,需要准备一些东西,首先是行驶证,机动车登记证书,身份证,居住证,还有车上需要准备的东西是要有三脚架和反光背心,反光背心是最近几个月开始要的,问过之前去验车的只需要三脚架就好了,预约好了的话建议是赶上班时间越早越好,不然过去排队时间要很久,而且人多了以后会很乱,各种插队,而且有很多都是汽车销售,一个销售带着一堆车,我们附近那个进去的小路没一会就堵满车,进去需要先排队,然后扫码,接着交资料,这两个都排着队,如果去晚了就要排很久的队,交完资料才是排队等验车,验车就是打开引擎盖,有人会帮忙拓印发动机车架号,然后验车的会各种检查一下,车里面,还有后备箱,建议车内整理干净点,后备箱不要放杂物,检验完了之后,需要把三脚架跟反光背心放在后备箱盖子上,人在旁边拍个照,然后需要把车牌遮住后再拍个车子的照片,再之后就是去把车牌卸了,这个多吐槽下,那边应该是本来那边师傅帮忙卸车牌,结果他就说是教我们拆,虽然也不算难,但是不排除师傅有在偷懒,完了之后就是把旧车牌交回去,然后需要在手机上(警察叔叔 App)提交各种资料,包括身份证,行驶证,机动车登记证书,提交了之后就等寄车牌过来了。

    -

    这里面缺失的一个环节就是选号了,选号杭州有两个方式,一种就是根据交管局定期发布的选号号段,可以自定义拼 20 个号,在手机上的交警 12123 App 上可以三个一组的形式提交,如果有没被选走的,就可以预选到这个了,但是这种就是也需要有一定策略,最新出的号段能选中的概率大一点,然后数字全是 8,6 这种的肯定会一早就被选走,然后如果跟我一样可以提前选下尾号,因为尾号数字影响限号,我比较有可能周五回家,所以得避开 5,0 的,第二种就是 50 选一跟以前新车选号一样,就不介绍了。第一种选中了以后可以在前面交还旧车牌的时候填上等着寄过来了,因为我是第一种选中的,第二种也可以在手机上选,也在可以在交还车牌的时候现场选。

    -

    总体过程其实是 LD 在各种查资料跟帮我跑来跑去,要不是 LD,估计在交管局那边我就懵逼了,各种插队,而且车子开着车子,也不能随便跑,所以建议办这个的时候有个人一起比较好。

    + 聊聊那些加塞狗 + /2021/01/17/%E8%81%8A%E8%81%8A%E9%82%A3%E4%BA%9B%E5%8A%A0%E5%A1%9E%E7%8B%97/ + 今天真的是被气得不轻,情况是碰到一个有 70 多秒的直行红灯,然后直行就排了很长的队,但是左转车道没车,就有好几辆车占着左转车道,准备往直行车道插队加塞,一般这种加塞的,会挑个不太计较的,如果前面一辆不让的话就再等等,我因为赶着回家,就不想让,结果那辆车几次车头直接往里冲,当时怒气值基本已经蓄满了,我真的是分毫都不想让,如果路上都是让着这种人的,那么这种情况只会越来越严重,我理解的这种心态,就赌你怕麻烦,多一事不如少一事,结果就是每次都能顺利插队加塞,其实延伸到我们社会中的种种实质性的排队或者等同于排队的情况,都已经有这种惯有思维,一方面这种不符合规则,可能在严重程度上容易被很多人所忽视,基本上已经被很多人当成是“合理”行为,另一方面,对于这些“微小”的违规行为,本身管理层面也基本没有想要管的意思,就更多的成为了纵容这些行为的导火索,并且大多数人都是想着如果不让,发生点小剐小蹭的要浪费很多时间精力来处理,甚至会觉得会被别人觉得自己太小气等等,诸多内外成本结合起来,会真的去硬刚的可能少之又少了,这样也就让更多的人觉得这种行为是被默许的,再举个非常小的例子,以我们公司疫情期间的盒饭发放为例,有两个比较“有意思”的事情,第一个就是因为疫情,本来是让排队要间隔一米,但是可能除了我比较怕死会跟前面的人保持点距离基本没别人会不挨着前面的人,甚至我跟我前面的人保持点距离,后面的同学会推着我让我上去;第二个是关于拿饭,这么多人排着队拿饭,然后有部分同学,一个人拿好几份,帮组里其他人的都拿了,有些甚至一个人拿十份,假如这个盒饭发放是说明了可以按部门直接全领了那就没啥问题,但是当时的状况是个人排队领自己的那一份,如果一个同学直接帮着组里十几个人都拿了,后面排队的人是什么感受呢,甚至有些是看到队伍排长了,就找队伍里自己认识的比较靠前的人说你帮我也拿一份,其实作为我这个比较按规矩办事的“愣头青”来说,我是比较不能接受这两件小事里的行为的,再往下说可能就有点偏激了,先说到这~

    ]]>
    生活 + 开车 生活 - 换车牌 + 开车 + 加塞 + 糟心事 + 规则
    - 聊聊部分公交车的设计bug - /2021/12/05/%E8%81%8A%E8%81%8A%E9%83%A8%E5%88%86%E5%85%AC%E4%BA%A4%E8%BD%A6%E7%9A%84%E8%AE%BE%E8%AE%A1bug/ - 今天惯例坐公交回住的地方,不小心撞了头,原因是我们想坐倒数第二排,然后LD 走在我后面,我就走到最后一排中间等着,但是最后一排是高一截的,等 LD 坐进去以后,我就往前走,结果撞到了车顶的扶手杆子的一端,差点撞昏了去,这里我觉得其实杆子长度应该短一点,不然从最后一排出来,还是有比较大概率因为没注意看而撞到头,特别是没注意看的情况,发力其实会比较大,一头撞上就会像我这样,眼前一黑,又痛得要死。
    还有一点就是座位设计了,先来看个图

    图里大致画了两条线,因为可能是轮胎还是什么原因,后排中间会有那么大的突起,但是看两条红线可以发现,靠近过道的座位边缘跟地面突起的边缘不是一样宽的,这样导致的结果就是坐着的时候有一个脚没地儿搁,要不就得侧着斜着坐,或者就是一个脚悬空,短程的可能还好,路程远一点还是比较难受的,特别是像我现在这样,大腿外侧有点难受的情况,就会更难受。
    虽然说这两个点,基本是屁用没有,但是我也是在自己这个博客说说,也当是个树洞了。

    + 解决 网络文件夹目前是以其他用户名和密码进行映射的 问题 + /2023/04/09/%E8%A7%A3%E5%86%B3-%E7%BD%91%E7%BB%9C%E6%96%87%E4%BB%B6%E5%A4%B9%E7%9B%AE%E5%89%8D%E6%98%AF%E4%BB%A5%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%90%8D%E5%92%8C%E5%AF%86%E7%A0%81%E8%BF%9B%E8%A1%8C%E6%98%A0%E5%B0%84%E7%9A%84/ + 之前在使用 smb 协议在 Windows 中共享磁盘使用映射网络驱动器的时候,如果前一次登录过账号密码后面有了改动,或者前一次改错了,
    就会出现这样的提示

    应该是 Windows 已经把之前的连接记录下来了,即使是链接不成功的
    可以通过在 cmd 或者 powershell 执行 net use 命令查看当前已经连接的

    这样就可以用命令来把这个删除
    net use [NETNAME] /delete
    比如这边就可以
    net use \\xxxxxxxx\f /delete
    然后再重新输入账号密码就好了
    关于net use的命令使用方式可以参考

    +
    net use [{<DeviceName> | *}] [\\<ComputerName>\<ShareName>[\<volume>]] [{<Password> | *}]] [/user:[<DomainName>\]<UserName] >[/user:[<DottedDomainName>\]<UserName>] [/user: [<UserName@DottedDomainName>] [/savecred] [/smartcard] [{/delete | /persistent:{yes | no}}]
    net use [<DeviceName> [/home[{<Password> | *}] [/delete:{yes | no}]]
    net use [/persistent:{yes | no}]
    +

    官方链接

    ]]>
    - 生活 + 技巧 - 生活 - 公交 - 杭州 + windows
    @@ -6836,26 +6950,24 @@ user3: dubbo - - - - 解决 网络文件夹目前是以其他用户名和密码进行映射的 问题 - /2023/04/09/%E8%A7%A3%E5%86%B3-%E7%BD%91%E7%BB%9C%E6%96%87%E4%BB%B6%E5%A4%B9%E7%9B%AE%E5%89%8D%E6%98%AF%E4%BB%A5%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%90%8D%E5%92%8C%E5%AF%86%E7%A0%81%E8%BF%9B%E8%A1%8C%E6%98%A0%E5%B0%84%E7%9A%84/ - 之前在使用 smb 协议在 Windows 中共享磁盘使用映射网络驱动器的时候,如果前一次登录过账号密码后面有了改动,或者前一次改错了,
    就会出现这样的提示

    应该是 Windows 已经把之前的连接记录下来了,即使是链接不成功的
    可以通过在 cmd 或者 powershell 执行 net use 命令查看当前已经连接的

    这样就可以用命令来把这个删除
    net use [NETNAME] /delete
    比如这边就可以
    net use \\xxxxxxxx\f /delete
    然后再重新输入账号密码就好了
    关于net use的命令使用方式可以参考

    -
    net use [{<DeviceName> | *}] [\\<ComputerName>\<ShareName>[\<volume>]] [{<Password> | *}]] [/user:[<DomainName>\]<UserName] >[/user:[<DottedDomainName>\]<UserName>] [/user: [<UserName@DottedDomainName>] [/savecred] [/smartcard] [{/delete | /persistent:{yes | no}}]
    net use [<DeviceName> [/home[{<Password> | *}] [/delete:{yes | no}]]
    net use [/persistent:{yes | no}]
    -

    官方链接

    + +
    + + 记录一次折腾自组 nas 的失败经历-续篇 + /2023/05/14/%E8%AE%B0%E5%BD%95%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%87%AA%E7%BB%84-nas-%E7%9A%84%E5%A4%B1%E8%B4%A5%E7%BB%8F%E5%8E%86-%E7%BB%AD%E7%AF%87/ + 上次记录了前面的一些失败经验,最重要的点还没提到,先发一下配置单
    cpu i7-8700k
    主板 技嘉 z370m-ds3h
    内存 光威 ddr4-3200Mhz
    硬盘 京东京造 512g
    散热 利民 PA120
    电源 先马平头哥额定 550w
    机箱 爱国者半岛铁盒 F10
    cpu 跟主板是板 U 套装某鱼买的二手的,说实话如果不是后面的网卡问题,这个板 U 套装还是比较良心的,一次点亮(以前没组装过,还不知道有点不亮的情况,后面就体验到了),但是这里就出现了一个很大的坑,因为我这次是想要在裸机上装 exsi,然后看到了群里苏大的一篇 exsi 最新版本 8 的镜像构建文章,硬件也不是很旧,就想着用最新的系统,镜像写进 ventoy 后启动发现报错找不到网卡,这会我还没发现问题的严重性,想着按一些教程打个驱动进去就好了,而且我还以为驱动只要跟镜像 iso 放一块就行了,后面随着深入了解就知道要把驱动打进 iso 镜像里,但是找了一通发现我的网卡是瑞昱的 RTL8168,这个型号的板载网卡,走的是 PCIE 通道,有驱动的最后支持的系统是 exsi6.7,再往后就没有完整打包好的社区版驱动可以使用了,所以这是踩的第一个大坑,照理这个事情也没这么大问题,退回来 6.7 不就行了,问题恰恰是我那时候还不懂,又想用更新的系统,所以就在网上搜了半天,发现华硕的 z370 tuf gaming 系列是用的 intel 的网卡,社区的网卡驱动对 intel 的网卡支持比较好,所以想着还是换个主板算了,其实还有不少选择,买个 pcie 的 intel 网卡或者 usb 的其他千兆网卡,有个说出来可能比较难理解的,usb 的社区版驱动反而比 pcie 的支持得广,pcie 的还是只支持 intel 的。
    在某多多上买了个二手的 z370 tuf gaming 主板,结果踩到了第二个坑,可能比较小白的经验是,前面因为买的板 U 套装,他 cpu 是直接装在主板上邮给我的,所以我没装过 cpu,这回买来这块二手的华硕主板对我来说是第一次装 cpu,不过好像难度不大,一下就装好了,但结果就很惨,就是点不亮,散热器风扇会转,但是键盘灯不亮,而且散热风扇还转得很快,我还试着把内存换个槽,结果四个槽都不行,这个时候就很害怕了,看上去这家店也不像是太坑的,毕竟大量地在卖,所以我就很担心是不是前面 cpu 装的不对,把针脚什么的搞坏了,这个时候已经搞到晚上很迟了,但还是忍不住又装回原来的技嘉主板试了下,幸好能正常点亮,算了,还是就用技嘉这块主板吧,接口配置稍微差了点,网卡也不支持最新版的 exsi,所以我就用 vmware workstation 了,在 win10 的 lstc 上装一个,有点性能损耗就损耗吧,反正我也不暴力使用,能跑跑其他 Ubuntu 虚拟机啥的就可以了,或者回到前面的结果,可以装 6.7 的,网上带了瑞昱网卡驱动的 exsi6.7 的镜像挺多的,可以自己打一个或者用别人打包好的。折腾不止踩坑不止呐。

    ]]>
    - 技巧 + nas - windows + nas
    - 记录一次折腾自组 nas 的失败经历-续续续篇 - /2023/06/18/%E8%AE%B0%E5%BD%95%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%87%AA%E7%BB%84-nas-%E7%9A%84%E5%A4%B1%E8%B4%A5%E7%BB%8F%E5%8E%86-%E7%BB%AD%E7%BB%AD%E7%BB%AD%E7%AF%87/ - 最近在搞 nas 的时候又翻了个很大的错误,因为前面说了正在用的技嘉的 z370m, 这个主板是跟 cpu 一起买的,如果是只是用在 Windows 环境,没什么扩展要求,或者只用 6 个sata盘位,用一个 ssd 做系统盘,是挺不错的,但是如果是像我这样的要搞盘位比较多的nas,发现有一系列的不足点,
    1、 前面有讲过,网卡问题,用的是 RTL 瑞昱的网卡,目前知道的最高能支持的 exsi 的版本是 6.7,再高的版本就不支持了,不过其实真的想用的话,6.7 版本也是可以用的,只是我当时是打包的 8.0 的系统,个人也不太喜欢用比较低版本的,所以算是一个不足点
    2、 第二点是m.2插槽,只有一个m.2也是很难理解的,一个做系统盘,另一个可以作为简单的数组存储,或者作为群晖的下载缓存,如果只有一个的话特别是现在这个 ssd 的价格这么低了,加一个还是很香的,这个问题跟后面也是有点关系的
    3、 PCIE 的插槽,这个主板只支持两个 PCIE 3.0 x1 的,它能支持 1Gbps 的传输速度,后面我买了个 PCIE 3.0 x1 转 m.2 的转接卡,这样其实真的是把速度拖慢了很多,还有一个 PCIE 3.0 X16 的,这是用来装显卡的,只用来扩展做个m.2或者 sata 又感觉很浪费,而且说不定未来会装个显卡
    4、 风扇口的问题,风扇接口其实原来一直没概念,我在这次装 nas 之前其实自己没有完整装个台式机过,之前买的目前在使用的主力机两个风扇在换了的时候才知道是用的大 4pin 接口串接的,其中一个有 pwm 的接口也没用,这样就没办法用主板自带调速软件来进行自动或者手动调速,有时候比如晚上不关机,放在房间里风扇声很大还是挺吵的,这个主板只有两个风扇接口,一个是 cpu 的,一个是系统风扇,其实就只有一个可以用了
    主要是以上几个点,所以我一直在关注二手主板,之前买了个华硕的 z370 tuf gaming,没想到点不亮,也不知道什么原因,还害我吓得以为 cpu 被我弄坏了,后面慢慢在网上看着发现有一块微星的 z390 TOMAHAWK战斧导弹,各方面接口都很不错,而且还有个千兆网口,在闲鱼蹲了很久终于在前不久蹲到了,买回来赶紧看看能不能点亮,结果一把点亮,还是用的螺丝刀开机的,就心里暗爽感觉捡到了宝,但是装进我的半岛铁盒 F10 机箱就发现跪了,出现的这个问题原来在网上哪里看到过,一直没注意,就是 sata 接口的方向,因为一个是 matx 的板,装进去即使 sata 接口的方向是跟主板平行的也留着足够的空间,但是 atx 板装上之后,大概只有 2 厘米左右的空间并且是两个叠着的端口,一个可能要能硬拗一下,但是两个我试了下,只能识别出一个,这个真让我翻了个大车,而且其实我换这个主板其实还有个大问题,就是我是在 Windows 下的vmware workstation 虚拟机里通过sata 直通,但是这个是认硬盘接口的,也就是顺序是有影响的,换了主板发现也不能支持,后面可能真的想用的话还得重新搞黑裙,要把数据备份出来,幸好换回原来的主板还能用,所以硬件也不能只看性能和接口丰富度,要看适配的其他硬件的合适度以及原先已经有的软件系统

    + 记录一次折腾自组 nas 的失败经历-续续篇 + /2023/05/28/%E8%AE%B0%E5%BD%95%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%87%AA%E7%BB%84-nas-%E7%9A%84%E5%A4%B1%E8%B4%A5%E7%BB%8F%E5%8E%86-%E7%BB%AD%E7%BB%AD%E7%AF%87/ + 之前这个机器已经算是跑起来了,虽然不是很完善也不是最佳实践,不过这篇可能也不算是失败经历了,因为最后成功跑起来了,在没法装最新版的 exsi 的情况下,并且我后面买的华硕 z370 主板点不亮,所以我也有点死心就直接用Windows 下装 vmware workstation 装虚拟机,然后直通硬盘来做 nas,这样可能对于其他人来说是很垃圾的方案,不过因为我很多常用软件的都是在 Windows 环境下的,并且纯黑裙的环境会比较浪费,相比一些同学在群晖里安装 Windows 虚拟机,我觉得还是反过来比较好,毕竟 vmware 做虚拟机应该是比群晖专业点,不过这个方案也有一些问题
    第一种方式是直接找网上同学分享的处理好引导的 vmx,这种我碰到了一个问题就是在打开虚拟机安装群晖系统.pat的时候会提示“无法安装此文件,文件可能已损坏”,这其实不是真的文件已损坏,应该是群晖在做校验的时候存在什么条件没有通过,尝试了断网等方式都不成功,所以后来就用了比较釜底抽薪的方案,直接使用大佬开源的 arpl 引导制作工具
    第二种方式一开始是躺在我 B 站收藏夹里,有个 up 制作的,做得很细致,也把很多细节也解释了,过程其实不难,就是按步骤一步步执行,但是一开始选择了 918+的系统在我的方案里安装不了,会提示无法安装,经过视频下的评论的知道,尝试使用 920+的系统就顺利安装成功了,这里唯一的区别就是在添加硬盘的时候要选择物理磁盘,然后 vmware 给出的硬盘选项是Physical0, Physical1,记得别选错了,然后在启动后我租了 raid5,4 块 4T 的盘,可以组成一个 10T 多一点的存储空间,打算用来作为比较长读写的区域,更大的盘可能就会作为只读区域,减小写入量。后面还有一些问题待解决,一个是电源,考虑换个稍好一点,因为目前看下来电源风扇的噪音比较大,还有就是主板,最近看中了微星的 z390,不过价格比较贵,打算慢慢蹲蹲看。

    ]]>
    nas @@ -6865,9 +6977,9 @@ user3:
    - 记录一次折腾自组 nas 的失败经历-续篇 - /2023/05/14/%E8%AE%B0%E5%BD%95%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%87%AA%E7%BB%84-nas-%E7%9A%84%E5%A4%B1%E8%B4%A5%E7%BB%8F%E5%8E%86-%E7%BB%AD%E7%AF%87/ - 上次记录了前面的一些失败经验,最重要的点还没提到,先发一下配置单
    cpu i7-8700k
    主板 技嘉 z370m-ds3h
    内存 光威 ddr4-3200Mhz
    硬盘 京东京造 512g
    散热 利民 PA120
    电源 先马平头哥额定 550w
    机箱 爱国者半岛铁盒 F10
    cpu 跟主板是板 U 套装某鱼买的二手的,说实话如果不是后面的网卡问题,这个板 U 套装还是比较良心的,一次点亮(以前没组装过,还不知道有点不亮的情况,后面就体验到了),但是这里就出现了一个很大的坑,因为我这次是想要在裸机上装 exsi,然后看到了群里苏大的一篇 exsi 最新版本 8 的镜像构建文章,硬件也不是很旧,就想着用最新的系统,镜像写进 ventoy 后启动发现报错找不到网卡,这会我还没发现问题的严重性,想着按一些教程打个驱动进去就好了,而且我还以为驱动只要跟镜像 iso 放一块就行了,后面随着深入了解就知道要把驱动打进 iso 镜像里,但是找了一通发现我的网卡是瑞昱的 RTL8168,这个型号的板载网卡,走的是 PCIE 通道,有驱动的最后支持的系统是 exsi6.7,再往后就没有完整打包好的社区版驱动可以使用了,所以这是踩的第一个大坑,照理这个事情也没这么大问题,退回来 6.7 不就行了,问题恰恰是我那时候还不懂,又想用更新的系统,所以就在网上搜了半天,发现华硕的 z370 tuf gaming 系列是用的 intel 的网卡,社区的网卡驱动对 intel 的网卡支持比较好,所以想着还是换个主板算了,其实还有不少选择,买个 pcie 的 intel 网卡或者 usb 的其他千兆网卡,有个说出来可能比较难理解的,usb 的社区版驱动反而比 pcie 的支持得广,pcie 的还是只支持 intel 的。
    在某多多上买了个二手的 z370 tuf gaming 主板,结果踩到了第二个坑,可能比较小白的经验是,前面因为买的板 U 套装,他 cpu 是直接装在主板上邮给我的,所以我没装过 cpu,这回买来这块二手的华硕主板对我来说是第一次装 cpu,不过好像难度不大,一下就装好了,但结果就很惨,就是点不亮,散热器风扇会转,但是键盘灯不亮,而且散热风扇还转得很快,我还试着把内存换个槽,结果四个槽都不行,这个时候就很害怕了,看上去这家店也不像是太坑的,毕竟大量地在卖,所以我就很担心是不是前面 cpu 装的不对,把针脚什么的搞坏了,这个时候已经搞到晚上很迟了,但还是忍不住又装回原来的技嘉主板试了下,幸好能正常点亮,算了,还是就用技嘉这块主板吧,接口配置稍微差了点,网卡也不支持最新版的 exsi,所以我就用 vmware workstation 了,在 win10 的 lstc 上装一个,有点性能损耗就损耗吧,反正我也不暴力使用,能跑跑其他 Ubuntu 虚拟机啥的就可以了,或者回到前面的结果,可以装 6.7 的,网上带了瑞昱网卡驱动的 exsi6.7 的镜像挺多的,可以自己打一个或者用别人打包好的。折腾不止踩坑不止呐。

    + 记录一次折腾自组 nas 的失败经历-续续续篇 + /2023/06/18/%E8%AE%B0%E5%BD%95%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%87%AA%E7%BB%84-nas-%E7%9A%84%E5%A4%B1%E8%B4%A5%E7%BB%8F%E5%8E%86-%E7%BB%AD%E7%BB%AD%E7%BB%AD%E7%AF%87/ + 最近在搞 nas 的时候又翻了个很大的错误,因为前面说了正在用的技嘉的 z370m, 这个主板是跟 cpu 一起买的,如果是只是用在 Windows 环境,没什么扩展要求,或者只用 6 个sata盘位,用一个 ssd 做系统盘,是挺不错的,但是如果是像我这样的要搞盘位比较多的nas,发现有一系列的不足点,
    1、 前面有讲过,网卡问题,用的是 RTL 瑞昱的网卡,目前知道的最高能支持的 exsi 的版本是 6.7,再高的版本就不支持了,不过其实真的想用的话,6.7 版本也是可以用的,只是我当时是打包的 8.0 的系统,个人也不太喜欢用比较低版本的,所以算是一个不足点
    2、 第二点是m.2插槽,只有一个m.2也是很难理解的,一个做系统盘,另一个可以作为简单的数组存储,或者作为群晖的下载缓存,如果只有一个的话特别是现在这个 ssd 的价格这么低了,加一个还是很香的,这个问题跟后面也是有点关系的
    3、 PCIE 的插槽,这个主板只支持两个 PCIE 3.0 x1 的,它能支持 1Gbps 的传输速度,后面我买了个 PCIE 3.0 x1 转 m.2 的转接卡,这样其实真的是把速度拖慢了很多,还有一个 PCIE 3.0 X16 的,这是用来装显卡的,只用来扩展做个m.2或者 sata 又感觉很浪费,而且说不定未来会装个显卡
    4、 风扇口的问题,风扇接口其实原来一直没概念,我在这次装 nas 之前其实自己没有完整装个台式机过,之前买的目前在使用的主力机两个风扇在换了的时候才知道是用的大 4pin 接口串接的,其中一个有 pwm 的接口也没用,这样就没办法用主板自带调速软件来进行自动或者手动调速,有时候比如晚上不关机,放在房间里风扇声很大还是挺吵的,这个主板只有两个风扇接口,一个是 cpu 的,一个是系统风扇,其实就只有一个可以用了
    主要是以上几个点,所以我一直在关注二手主板,之前买了个华硕的 z370 tuf gaming,没想到点不亮,也不知道什么原因,还害我吓得以为 cpu 被我弄坏了,后面慢慢在网上看着发现有一块微星的 z390 TOMAHAWK战斧导弹,各方面接口都很不错,而且还有个千兆网口,在闲鱼蹲了很久终于在前不久蹲到了,买回来赶紧看看能不能点亮,结果一把点亮,还是用的螺丝刀开机的,就心里暗爽感觉捡到了宝,但是装进我的半岛铁盒 F10 机箱就发现跪了,出现的这个问题原来在网上哪里看到过,一直没注意,就是 sata 接口的方向,因为一个是 matx 的板,装进去即使 sata 接口的方向是跟主板平行的也留着足够的空间,但是 atx 板装上之后,大概只有 2 厘米左右的空间并且是两个叠着的端口,一个可能要能硬拗一下,但是两个我试了下,只能识别出一个,这个真让我翻了个大车,而且其实我换这个主板其实还有个大问题,就是我是在 Windows 下的vmware workstation 虚拟机里通过sata 直通,但是这个是认硬盘接口的,也就是顺序是有影响的,换了主板发现也不能支持,后面可能真的想用的话还得重新搞黑裙,要把数据备份出来,幸好换回原来的主板还能用,所以硬件也不能只看性能和接口丰富度,要看适配的其他硬件的合适度以及原先已经有的软件系统

    ]]>
    nas @@ -6889,15 +7001,24 @@ user3:
    - 记录一次折腾自组 nas 的失败经历-续续篇 - /2023/05/28/%E8%AE%B0%E5%BD%95%E4%B8%80%E6%AC%A1%E6%8A%98%E8%85%BE%E8%87%AA%E7%BB%84-nas-%E7%9A%84%E5%A4%B1%E8%B4%A5%E7%BB%8F%E5%8E%86-%E7%BB%AD%E7%BB%AD%E7%AF%87/ - 之前这个机器已经算是跑起来了,虽然不是很完善也不是最佳实践,不过这篇可能也不算是失败经历了,因为最后成功跑起来了,在没法装最新版的 exsi 的情况下,并且我后面买的华硕 z370 主板点不亮,所以我也有点死心就直接用Windows 下装 vmware workstation 装虚拟机,然后直通硬盘来做 nas,这样可能对于其他人来说是很垃圾的方案,不过因为我很多常用软件的都是在 Windows 环境下的,并且纯黑裙的环境会比较浪费,相比一些同学在群晖里安装 Windows 虚拟机,我觉得还是反过来比较好,毕竟 vmware 做虚拟机应该是比群晖专业点,不过这个方案也有一些问题
    第一种方式是直接找网上同学分享的处理好引导的 vmx,这种我碰到了一个问题就是在打开虚拟机安装群晖系统.pat的时候会提示“无法安装此文件,文件可能已损坏”,这其实不是真的文件已损坏,应该是群晖在做校验的时候存在什么条件没有通过,尝试了断网等方式都不成功,所以后来就用了比较釜底抽薪的方案,直接使用大佬开源的 arpl 引导制作工具
    第二种方式一开始是躺在我 B 站收藏夹里,有个 up 制作的,做得很细致,也把很多细节也解释了,过程其实不难,就是按步骤一步步执行,但是一开始选择了 918+的系统在我的方案里安装不了,会提示无法安装,经过视频下的评论的知道,尝试使用 920+的系统就顺利安装成功了,这里唯一的区别就是在添加硬盘的时候要选择物理磁盘,然后 vmware 给出的硬盘选项是Physical0, Physical1,记得别选错了,然后在启动后我租了 raid5,4 块 4T 的盘,可以组成一个 10T 多一点的存储空间,打算用来作为比较长读写的区域,更大的盘可能就会作为只读区域,减小写入量。后面还有一些问题待解决,一个是电源,考虑换个稍好一点,因为目前看下来电源风扇的噪音比较大,还有就是主板,最近看中了微星的 z390,不过价格比较贵,打算慢慢蹲蹲看。

    + 记录下 phpunit 的入门使用方法 + /2022/10/16/%E8%AE%B0%E5%BD%95%E4%B8%8B-phpunit-%E7%9A%84%E5%85%A5%E9%97%A8%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95/ + 这周开始打算写个比较简单的php工具包,然后顺带学习使用下php的单元测试,通过phpunit还是比较方便的,首先就composer require phpunit/phpunit
    安装下 phpunit, 前面包就是通过 composer init 创建,装完依赖后就可以把自动加载代码生成下 composer dump-autoload
    目录结构差不多这样

    +
    .
    ├── composer.json
    ├── composer.lock
    ├── oldfile.txt
    ├── phpunit.xml
    ├── src
    │   └── Rename.php
    └── tests
    └── RenameTest.php

    2 directories, 6 files
    +

    src/是源码,tests/是放的单测,比较重要的是phpunit.xml

    +
    <?xml version="1.0" encoding="UTF-8"?>
    <phpunit colors="true" bootstrap="vendor/autoload.php">
    <testsuites>
    <testsuite name="php-rename">
    <directory>./tests/</directory>
    </testsuite>
    </testsuites>
    </phpunit>
    +

    其中bootstrap就是需要把依赖包的自动加载入口配上,因为这个作为一个package,也会指出命名空间
    然后就是testsuite的路径,源码中

    +
    <?php
    namespace Nicksxs\PhpRename;

    class Rename
    {
    public static function renameSingleFile($file, $newFileName): bool
    {
    if(!is_file($file)) {
    echo "it's not a file";
    return false;
    }
    $fileInfo = pathinfo($file);
    return rename($file, $fileInfo["dirname"] . DIRECTORY_SEPARATOR . $newFileName . "." . $fileInfo["extension"]);
    }
    }
    +

    就是一个简单的重命名
    然后test代码是这样,

    +
    <?php

    // require_once 'vendor/autoload.php';

    use PHPUnit\Framework\TestCase;
    use Nicksxs\PhpRename\Rename;
    use function PHPUnit\Framework\assertEquals;

    class RenameTest extends TestCase
    {
    public function setUp() :void
    {
    $myfile = fopen(__DIR__ . DIRECTORY_SEPARATOR . "oldfile.txt", "w") or die("Unable to open file!");
    $txt = "file test1\n";
    fwrite($myfile, $txt);
    fclose($myfile);
    }
    public function testRename()
    {
    Rename::renameSingleFile(__DIR__ . DIRECTORY_SEPARATOR . "oldfile.txt", "newfile");
    assertEquals(is_file(__DIR__ . DIRECTORY_SEPARATOR . "newfile.txt"), true);
    }

    protected function tearDown(): void
    {
    unlink(__DIR__ . DIRECTORY_SEPARATOR . "newfile.txt");
    }
    }
    +

    setUptearDown 就是初始化跟结束清理的,但是注意如果不指明 __DIR__ ,待会的目录就会在执行 vendor/bin/phpunit 下面,
    或者也可以指定在一个 tmp/ 目录下
    最后就可以通过vendor/bin/phpunit 来执行测试
    执行结果

    +
    ❯ vendor/bin/phpunit
    PHPUnit 9.5.25 by Sebastian Bergmann and contributors.

    . 1 / 1 (100%)

    Time: 00:00.005, Memory: 6.00 MB

    OK (1 test, 1 assertion)
    ]]>
    - nas + php - nas + php
    @@ -6933,18 +7054,13 @@ user3: - 记录下 phpunit 的入门使用方法 - /2022/10/16/%E8%AE%B0%E5%BD%95%E4%B8%8B-phpunit-%E7%9A%84%E5%85%A5%E9%97%A8%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95/ - 这周开始打算写个比较简单的php工具包,然后顺带学习使用下php的单元测试,通过phpunit还是比较方便的,首先就composer require phpunit/phpunit
    安装下 phpunit, 前面包就是通过 composer init 创建,装完依赖后就可以把自动加载代码生成下 composer dump-autoload
    目录结构差不多这样

    -
    .
    ├── composer.json
    ├── composer.lock
    ├── oldfile.txt
    ├── phpunit.xml
    ├── src
    │   └── Rename.php
    └── tests
    └── RenameTest.php

    2 directories, 6 files
    -

    src/是源码,tests/是放的单测,比较重要的是phpunit.xml

    -
    <?xml version="1.0" encoding="UTF-8"?>
    <phpunit colors="true" bootstrap="vendor/autoload.php">
    <testsuites>
    <testsuite name="php-rename">
    <directory>./tests/</directory>
    </testsuite>
    </testsuites>
    </phpunit>
    -

    其中bootstrap就是需要把依赖包的自动加载入口配上,因为这个作为一个package,也会指出命名空间
    然后就是testsuite的路径,源码中

    -
    <?php
    namespace Nicksxs\PhpRename;

    class Rename
    {
    public static function renameSingleFile($file, $newFileName): bool
    {
    if(!is_file($file)) {
    echo "it's not a file";
    return false;
    }
    $fileInfo = pathinfo($file);
    return rename($file, $fileInfo["dirname"] . DIRECTORY_SEPARATOR . $newFileName . "." . $fileInfo["extension"]);
    }
    }
    -

    就是一个简单的重命名
    然后test代码是这样,

    -
    <?php

    // require_once 'vendor/autoload.php';

    use PHPUnit\Framework\TestCase;
    use Nicksxs\PhpRename\Rename;
    use function PHPUnit\Framework\assertEquals;

    class RenameTest extends TestCase
    {
    public function setUp() :void
    {
    $myfile = fopen(__DIR__ . DIRECTORY_SEPARATOR . "oldfile.txt", "w") or die("Unable to open file!");
    $txt = "file test1\n";
    fwrite($myfile, $txt);
    fclose($myfile);
    }
    public function testRename()
    {
    Rename::renameSingleFile(__DIR__ . DIRECTORY_SEPARATOR . "oldfile.txt", "newfile");
    assertEquals(is_file(__DIR__ . DIRECTORY_SEPARATOR . "newfile.txt"), true);
    }

    protected function tearDown(): void
    {
    unlink(__DIR__ . DIRECTORY_SEPARATOR . "newfile.txt");
    }
    }
    -

    setUptearDown 就是初始化跟结束清理的,但是注意如果不指明 __DIR__ ,待会的目录就会在执行 vendor/bin/phpunit 下面,
    或者也可以指定在一个 tmp/ 目录下
    最后就可以通过vendor/bin/phpunit 来执行测试
    执行结果

    -
    ❯ vendor/bin/phpunit
    PHPUnit 9.5.25 by Sebastian Bergmann and contributors.

    . 1 / 1 (100%)

    Time: 00:00.005, Memory: 6.00 MB

    OK (1 test, 1 assertion)
    + 记录下 phpunit 的入门使用方法之setUp和tearDown + /2022/10/23/%E8%AE%B0%E5%BD%95%E4%B8%8B-phpunit-%E7%9A%84%E5%85%A5%E9%97%A8%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95%E4%B9%8BsetUp%E5%92%8CtearDown/ + 可能是太久没写单测了,写个单测发现不符合预期,后来验证下才反应过来
    我们来看下demo

    +
    class RenameTest extends TestCase
    {
    public function setUp(): void
    {
    var_dump("setUp");
    }

    public function test1()
    {
    var_dump("test1");
    assertEquals(1, 1);
    }

    public function test2()
    {
    var_dump("test2");
    assertEquals(1, 1);
    }

    protected function tearDown(): void
    {
    var_dump("tearDown");
    }
    }
    +

    因为我是想写个重命名的小工具,希望通过setUptearDown做一些文件初始化和清理工作,但是我把两个case的初始化跟清理工作写到了单个setUptearDown中,这样就出现了异常的错误
    通过上面的示例代码,可以看到执行结果

    +
    ❯ vendor/bin/phpunit
    PHPUnit 9.5.25 by Sebastian Bergmann and contributors.

    .string(5) "setUp"
    string(5) "test1"
    string(8) "tearDown"
    . 2 / 2 (100%)string(5) "setUp"
    string(5) "test2"
    string(8) "tearDown"


    Time: 00:00.005, Memory: 6.00 MB

    OK (2 tests, 2 assertions)
    +

    其实就是很简单的会在每个test方法前后都执行setUptearDown

    ]]>
    php @@ -6953,6 +7069,20 @@ user3: php
    + + 记录下 redis 的一些使用方法 + /2022/10/30/%E8%AE%B0%E5%BD%95%E4%B8%8B-redis-%E7%9A%84%E4%B8%80%E4%BA%9B%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95/ + 虽然说之前讲解过一些redis源码相关的,但是说实话,redis的各种使用其实有时候有点生疏,或者在一些特定的使用场景中,一些使用方法还是需要学习和记录的

    +

    获取所有数据

    获取list类型的所有元素,可以使用 lrange , 直接用lrange key 0 -1
    比如

    这里有一些方便的就是可以不用知道长度,直接全返回,或者如果想拿到特定区间的就可以直接指定起止范围,

    这样就不用一个个pop出来

    +

    裁剪list

    前面用了lrange取得了一个范围的数据,如果想将数据直接移除,那可以用 ltrim ,

    这两个命令就可以从list里取出批量数据,并且能从list里删除这部分数据

    +]]>
    + + redis + + + redis + +
    记录下 zookeeper 集群迁移和易错点 /2022/05/29/%E8%AE%B0%E5%BD%95%E4%B8%8B-zookeeper-%E9%9B%86%E7%BE%A4%E8%BF%81%E7%A7%BB/ @@ -6981,17 +7111,30 @@ user3: - 记录下 redis 的一些使用方法 - /2022/10/30/%E8%AE%B0%E5%BD%95%E4%B8%8B-redis-%E7%9A%84%E4%B8%80%E4%BA%9B%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95/ - 虽然说之前讲解过一些redis源码相关的,但是说实话,redis的各种使用其实有时候有点生疏,或者在一些特定的使用场景中,一些使用方法还是需要学习和记录的

    -

    获取所有数据

    获取list类型的所有元素,可以使用 lrange , 直接用lrange key 0 -1
    比如

    这里有一些方便的就是可以不用知道长度,直接全返回,或者如果想拿到特定区间的就可以直接指定起止范围,

    这样就不用一个个pop出来

    -

    裁剪list

    前面用了lrange取得了一个范围的数据,如果想将数据直接移除,那可以用 ltrim ,

    这两个命令就可以从list里取出批量数据,并且能从list里删除这部分数据

    + 记录下一次服务器迁移 + /2023/11/12/%E8%AE%B0%E5%BD%95%E4%B8%8B%E4%B8%80%E6%AC%A1%E6%9C%8D%E5%8A%A1%E5%99%A8%E8%BF%81%E7%A7%BB/ + 因为服务器续费即使是这次双十一还是太贵了,之前在 tx 买的三年 2c4g 3m 的一台服务器,原来价格是三年 800+,现在续费三年要 3700,因为之前还买了其他的服务器,所以感觉再这么贵地续一个有点不划算就考虑迁移了服务器
    主要是分为四块内容,先大致记录下,后续会慢慢展开讲
    第一部分就是 headscale 的迁移,本身 headscale 的部署其实还好,原来的服务器是因为权限搞得几个文件都有问题,这次就按着第一次已经修改好的文件进行部署就好了,问题不大,可以参考 Headscale初体验以及踩坑记 +,主要的一点是要考虑 derper 的部署,以及客户端认证逻辑
    第二部分是 traefik 以及背后的 gitea,WordPress 的迁移,这个的部署方式都是使用 docker-compose 的,已经算比较方便了的,但是要注意两点,第一个是对于这些有状态的需要先停止 docker-compose ,然后在进行数据迁移,第二步数据迁移可能就需要使用到 docker 命令,执行 mysqldump

    +
    docker exec -it  mysql_server【docker容器名称/ID】 mysqldump -uroot -p123456【数据库密码】 test_db【数据库名称】 > /opt/sql_bak/test_db.sql【导出表格路径】
    +

    然后再在新的 mysql 容器中先 cp 到容器内,然后在 docker 内用 mysql 命令连接 mysql-server 以后用 source 将 sql 导进来
    而像 traefik 本身其实是无状态的,只需要配置文件没有什么机器依赖就好,还有就是证书的更新,最后就是域名解析问题,修改解析就好
    第三部分是 rustdesk 的迁移,这个其实就按官方文档来跑两个容器就好,hbbr 跟 hbbs 就好了,一个是 relay,一个是 id 服务器,不过这里有个问题我目前没看到怎么识别是否已经用到了这个,有种部署了但是不知道有没有用的尴尬,有知道的可以指导下
    第四部分是 qinglong 的部署,这个也挺简单了,就是有个小问题,如果部署的订阅链接有 github 的就可以去站长的 ping 连接速度看看,自己配个 hosts 就会比较方便,不然经常容易拉不下来,还有就是要注意安全,至少要改强密码

    ]]>
    - redis + 与服务器 - redis + 云服务器 + +
    + + 记录下把小米路由器 4A 千兆版刷成 openwrt 的过程 + /2023/05/21/%E8%AE%B0%E5%BD%95%E4%B8%8B%E6%8A%8A%E5%B0%8F%E7%B1%B3%E8%B7%AF%E7%94%B1%E5%99%A8-4A-%E5%8D%83%E5%85%86%E7%89%88%E5%88%B7%E6%88%90-openwrt-%E7%9A%84%E8%BF%87%E7%A8%8B/ + 之前在绍兴家里的一条宽带送了个小米路由器 4A,正好原来的小米路由器 3 不知道为啥经常断流不稳定,而且只支持百兆,这边用了 200M 的宽带,感觉也比较浪费,所以就动了这个心思,但是还是有蛮多坑的,首先是看到了一篇文章,写的比较详细,
    看到的就是这篇文章
    这里使用的是 OpenWRTInvasion 这个项目来破解 ssh,首先这里有个最常见的一个问题,就是文件拉不到,所以有一些可行的方法就是自己起一个http 服务,可以修改脚本代码,直接从这个启动的 http 服务拉取已经下载下的文件,就这个问题我就尝试了很多次,还有就是这个 OpenWRTInvasion 最后一个支持 Windows 的版本就是 0.0.7,后面的版本其实做了很多的优化解决了文件的问题,一开始碰到的问题是本地起了文件服务但是没请求,或者请求了但后续 ssh 没有正常破解,我就换了 Mac 用最新版本的OpenWRTInvasion来尝试进行破解,发现还是不行,结果查了不少资料发现最根本的问题是这个路由器的新版本就不支持这种破解了,因为这个路由器新的版本都是 v2 版本,也就是2.30.x 版本的系统了,原来支持的是 2.28.x 的这些系统,后来幸好是找到了这个版本的系统支持的另一个恩山大神的文章,根据这个文章提供的工具进行破解就成功了,但是破解要多尝试几次,我第一次是失败的,小米路由器 4A 千兆版的版本号也会写作 R4Av2,在搜索一些资料的时候也可以用这个型号去搜,可能也是另一种黑话,路由器以前刷过梅林,padavan,还是第一次刷 openwrt,都已经忘了以前是怎么刷的来着,感觉现在越来越难刷了,特别是 ssh,想给我的 ax6 刷个 openwrt,发现前提是需要先有一个 openwrt 的路由器,简直了,变成先有鸡还是先有蛋的问题了,所以我把这个小米 4A 刷成 openwrt 也有这个考虑,毕竟 4A 配置上不太高,openwrt 各种插件可能还跑不起来,权当做练手和到时候用来开 AX6 的工具了。

    +]]>
    + + 生活 + + + 路由器
    @@ -7013,18 +7156,6 @@ user3: 干活 - - 记录下把小米路由器 4A 千兆版刷成 openwrt 的过程 - /2023/05/21/%E8%AE%B0%E5%BD%95%E4%B8%8B%E6%8A%8A%E5%B0%8F%E7%B1%B3%E8%B7%AF%E7%94%B1%E5%99%A8-4A-%E5%8D%83%E5%85%86%E7%89%88%E5%88%B7%E6%88%90-openwrt-%E7%9A%84%E8%BF%87%E7%A8%8B/ - 之前在绍兴家里的一条宽带送了个小米路由器 4A,正好原来的小米路由器 3 不知道为啥经常断流不稳定,而且只支持百兆,这边用了 200M 的宽带,感觉也比较浪费,所以就动了这个心思,但是还是有蛮多坑的,首先是看到了一篇文章,写的比较详细,
    看到的就是这篇文章
    这里使用的是 OpenWRTInvasion 这个项目来破解 ssh,首先这里有个最常见的一个问题,就是文件拉不到,所以有一些可行的方法就是自己起一个http 服务,可以修改脚本代码,直接从这个启动的 http 服务拉取已经下载下的文件,就这个问题我就尝试了很多次,还有就是这个 OpenWRTInvasion 最后一个支持 Windows 的版本就是 0.0.7,后面的版本其实做了很多的优化解决了文件的问题,一开始碰到的问题是本地起了文件服务但是没请求,或者请求了但后续 ssh 没有正常破解,我就换了 Mac 用最新版本的OpenWRTInvasion来尝试进行破解,发现还是不行,结果查了不少资料发现最根本的问题是这个路由器的新版本就不支持这种破解了,因为这个路由器新的版本都是 v2 版本,也就是2.30.x 版本的系统了,原来支持的是 2.28.x 的这些系统,后来幸好是找到了这个版本的系统支持的另一个恩山大神的文章,根据这个文章提供的工具进行破解就成功了,但是破解要多尝试几次,我第一次是失败的,小米路由器 4A 千兆版的版本号也会写作 R4Av2,在搜索一些资料的时候也可以用这个型号去搜,可能也是另一种黑话,路由器以前刷过梅林,padavan,还是第一次刷 openwrt,都已经忘了以前是怎么刷的来着,感觉现在越来越难刷了,特别是 ssh,想给我的 ax6 刷个 openwrt,发现前提是需要先有一个 openwrt 的路由器,简直了,变成先有鸡还是先有蛋的问题了,所以我把这个小米 4A 刷成 openwrt 也有这个考虑,毕竟 4A 配置上不太高,openwrt 各种插件可能还跑不起来,权当做练手和到时候用来开 AX6 的工具了。

    -]]>
    - - 生活 - - - 路由器 - -
    重看了下《蛮荒记》说说感受 /2021/10/10/%E9%87%8D%E7%9C%8B%E4%BA%86%E4%B8%8B%E3%80%8A%E8%9B%AE%E8%8D%92%E8%AE%B0%E3%80%8B%E8%AF%B4%E8%AF%B4%E6%84%9F%E5%8F%97/ @@ -7041,21 +7172,6 @@ user3: 看书 - - 记录下一次服务器迁移 - /2023/11/12/%E8%AE%B0%E5%BD%95%E4%B8%8B%E4%B8%80%E6%AC%A1%E6%9C%8D%E5%8A%A1%E5%99%A8%E8%BF%81%E7%A7%BB/ - 因为服务器续费即使是这次双十一还是太贵了,之前在 tx 买的三年 2c4g 3m 的一台服务器,原来价格是三年 800+,现在续费三年要 3700,因为之前还买了其他的服务器,所以感觉再这么贵地续一个有点不划算就考虑迁移了服务器
    主要是分为四块内容,先大致记录下,后续会慢慢展开讲
    第一部分就是 headscale 的迁移,本身 headscale 的部署其实还好,原来的服务器是因为权限搞得几个文件都有问题,这次就按着第一次已经修改好的文件进行部署就好了,问题不大,可以参考 Headscale初体验以及踩坑记 -,主要的一点是要考虑 derper 的部署,以及客户端认证逻辑
    第二部分是 traefik 以及背后的 gitea,WordPress 的迁移,这个的部署方式都是使用 docker-compose 的,已经算比较方便了的,但是要注意两点,第一个是对于这些有状态的需要先停止 docker-compose ,然后在进行数据迁移,第二步数据迁移可能就需要使用到 docker 命令,执行 mysqldump

    -
    docker exec -it  mysql_server【docker容器名称/ID】 mysqldump -uroot -p123456【数据库密码】 test_db【数据库名称】 > /opt/sql_bak/test_db.sql【导出表格路径】
    -

    然后再在新的 mysql 容器中先 cp 到容器内,然后在 docker 内用 mysql 命令连接 mysql-server 以后用 source 将 sql 导进来
    而像 traefik 本身其实是无状态的,只需要配置文件没有什么机器依赖就好,还有就是证书的更新,最后就是域名解析问题,修改解析就好
    第三部分是 rustdesk 的迁移,这个其实就按官方文档来跑两个容器就好,hbbr 跟 hbbs 就好了,一个是 relay,一个是 id 服务器,不过这里有个问题我目前没看到怎么识别是否已经用到了这个,有种部署了但是不知道有没有用的尴尬,有知道的可以指导下
    第四部分是 qinglong 的部署,这个也挺简单了,就是有个小问题,如果部署的订阅链接有 github 的就可以去站长的 ping 连接速度看看,自己配个 hosts 就会比较方便,不然经常容易拉不下来,还有就是要注意安全,至少要改强密码

    -]]>
    - - 与服务器 - - - 云服务器 - -
    闲聊下乘公交的用户体验 /2021/02/28/%E9%97%B2%E8%81%8A%E4%B8%8B%E4%B9%98%E5%85%AC%E4%BA%A4%E7%9A%84%E7%94%A8%E6%88%B7%E4%BD%93%E9%AA%8C/ @@ -7107,35 +7223,6 @@ user3: 生活 - - 难得的大扫除 - /2022/04/10/%E9%9A%BE%E5%BE%97%E7%9A%84%E5%A4%A7%E6%89%AB%E9%99%A4/ - 因为房东要来续签合同,记得之前她说要来看看,后来一直都没来成,一方面我们没打扫过也不想被看到,小房子东西从搬进来以后越来越多,虽然不是脏乱差,但也觉得有点不满意干净状态,这里不得不感叹房东家的有钱程度,买了房子自己都没进房子看过,买来只是为了个学籍,去年前房东把房子卖给新房东后,我们还是比较担心会要换房子了,这里其实是个我们在乎的优点略大于缺点的小房子,面积比较小,但是交通便利以及上下班通勤,周边配套也还不错,有个比较大的菜市场,虽然不常去,因为不太会挑不会还价,还是主要去附近一公里左右的超市,可以安静地挑菜,但是说实在的菜场的菜还是比超市新鲜一些。
    大扫除说实在的住在这边以后就没有一次真正意义上的大扫除,因为平时也有在正常打扫,只有偶尔的厨房煤气灶和厕所专门清理下,平时扫地拖地都有做,但是因为说实在的这房子也比较老了,地板什么的都有明显的老化,表面上的油漆都已经被磨损掉了,一些污渍很难拖干净,而且包括厨房和厕所的瓷砖都是纹路特别多,加上磨损,基本是污渍很多,特别是厨房的,又有油渍,我们搬进来的时候厨房的地就已经不太干净了,还有一点就是虽然不是在乡下的房子,但是旁边有两条主干道,一般只要开着窗没几天就灰尘积起来了,公司的电脑在家两天不到就一层灰,而且有些灰在地上时间久一点就会变成那种棉絮状的,看起来就会觉得更脏,并且地板我们平时就是扫一下,然后拖一下没明显的脏东西跟大灰尘就好了,有一些脏的就很难拖干净。
    这次的算是整体的大扫除,把柜子,桌子,茶几台,窗边的灰尘都要擦掉,有一些角落还是有蛮多灰尘,当然特别难受的就是电脑那些接口,线缆上的,都杂糅在一块,如果要全都解开了理顺了还是比较麻烦,并且得断电,所以还是尽力清理,但没有全弄开了(我承认我是在偷懒,这里得说下清理了键盘,键盘之前都是放着用,也没盖住,按键缝里就很容易积灰也很难清理,这次索性直接把键全拔了,但是里面的清理也还是挺麻烦,因为不是平板一块,而且还有小孔,有些缝隙也比较难擦进去,只能慢慢地用牙线棒裹着抹布还有棉签擦一下,然后把键帽用洗手液什么的都擦一下洗洗干净,最后晾干了装好感觉就是一把新键盘了,后面主要是拖地了,这次最神奇的就是这个拖地,本来我就跟 LD 吹牛说拖地我是专业的,从小拖到大,有些地板缝边上的污渍,我又是用力来回拖,再用脚踩着拖,还是能把一些原来以为拖不掉的污渍给拖干净了,但是后来的厨房就比较难,用洗洁精来回拖感觉一点都起不来,可能是污渍积了太久了,一开始都想要放弃了,就打算拖干就好了,后来突然看到旁边有个洗衣服的板刷,结果竟然能刷起来,这样就停不下来了,说累是真的非常累,感觉刷一块瓷砖就要休息一会,但是整体刷完之后就是焕然一新的赶脚,简直太有成就感了。

    -]]>
    - - 生活 - - - 生活 - 大扫除 - -
    - - 记录下 phpunit 的入门使用方法之setUp和tearDown - /2022/10/23/%E8%AE%B0%E5%BD%95%E4%B8%8B-phpunit-%E7%9A%84%E5%85%A5%E9%97%A8%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95%E4%B9%8BsetUp%E5%92%8CtearDown/ - 可能是太久没写单测了,写个单测发现不符合预期,后来验证下才反应过来
    我们来看下demo

    -
    class RenameTest extends TestCase
    {
    public function setUp(): void
    {
    var_dump("setUp");
    }

    public function test1()
    {
    var_dump("test1");
    assertEquals(1, 1);
    }

    public function test2()
    {
    var_dump("test2");
    assertEquals(1, 1);
    }

    protected function tearDown(): void
    {
    var_dump("tearDown");
    }
    }
    -

    因为我是想写个重命名的小工具,希望通过setUptearDown做一些文件初始化和清理工作,但是我把两个case的初始化跟清理工作写到了单个setUptearDown中,这样就出现了异常的错误
    通过上面的示例代码,可以看到执行结果

    -
    ❯ vendor/bin/phpunit
    PHPUnit 9.5.25 by Sebastian Bergmann and contributors.

    .string(5) "setUp"
    string(5) "test1"
    string(8) "tearDown"
    . 2 / 2 (100%)string(5) "setUp"
    string(5) "test2"
    string(8) "tearDown"


    Time: 00:00.005, Memory: 6.00 MB

    OK (2 tests, 2 assertions)
    -

    其实就是很简单的会在每个test方法前后都执行setUptearDown

    -]]>
    - - php - - - php - -
    阿里云 rds 主从延迟排查 /2023/12/24/%E9%98%BF%E9%87%8C%E4%BA%91-rds-%E4%B8%BB%E4%BB%8E%E5%BB%B6%E8%BF%9F%E6%8E%92%E6%9F%A5/ @@ -7152,103 +7239,16 @@ user3: - 聊一聊 https 的逻辑 - /2024/03/10/%E8%81%8A%E4%B8%80%E8%81%8A-https-%E7%9A%84%E9%80%BB%E8%BE%91/ - https 和 tls

    https 我原本的理解来自于几个概念

    -

    第一个是非对称加密

    -

    也就是公钥可以公开在网上,然后用公钥加密,由私有的私钥进行解密,然后就对 https 有了初步的偏颇的概念,就是浏览器用公钥进行加密,服务器端用私钥进行解密,这里再仔细想想会延伸出来几个问题,也是逐步完善我的后续理解

    -

    第二个就是非对称加密以后的对称加密

    -

    因为对加密的理解是超大的质数(这个还来源于大学的数据结构老师)相乘后会很难做质因数分解,比如最大的质数2^82,589,933 − 1,用十进制表示有24,862,048位,用现在计算机来算也是非常难的,那如果一直采用非对称加密,这个效率也会比较低,所以在网上查了一番之后知道了是先采用非对称加密,然后再用对称加密,因为非对称加密先有了安全保证,后续的消息就可以用对称加密的方式来进行传输安全了

    -

    第三个是最近一次看到的

    -

    也是一直缺乏思考的问题,因为 https 我们在使用的时候都会购买证书或者使用免费的证书,那这个证书和前面说的公私钥是什么关系,好像一直是悬空的,没想过这中间的相关性,证书究竟是怎么起作用的

    -

    下面是摘自 cloudflare 的 tls 握手流程,把证书的使用方式说的比较明白了

    -

    TLS 握手是由客户端和服务器交换的一系列数据报或消息。TLS 握手涉及多个步骤,因为客户端和服务器要交换完成握手和进行进一步对话所需的信息。

    -

    TLS 握手中的确切步骤将根据所使用的密钥交换算法的种类和双方支持的密码套件而有所不同。RSA 密钥交换算法虽然现在被认为不安全,但曾在 1.3 之前的 TLS 版本中使用。大致如下:

    -
      -
    1. “客户端问候(client hello)” 消息: 客户端通过向服务器发送“问候”消息来开始握手。该消息将包含客户端支持的 TLS 版本,支持的密码套件,以及称为一串称为“客户端随机数(client random)”的随机字节。
    2. -
    3. “服务器问候(server hello)”消息: 作为对 client hello 消息的回复,服务器发送一条消息,内含服务器的 SSL 证书、服务器选择的密码套件,以及“服务器随机数(server random)”,即由服务器生成的另一串随机字节。
    4. -
    5. 身份验证: 客户端使用颁发该证书的证书颁发机构验证服务器的 SSL 证书。此举确认服务器是其声称的身份,且客户端正在与该域的实际所有者进行交互。
    6. -
    7. 预主密钥: 客户端再发送一串随机字节,即“预主密钥(premaster secret)”。预主密钥是使用公钥加密的,只能使用服务器的私钥解密。(客户端从服务器的 SSL 证书中获得公钥。)
    8. -
    9. 私钥被使用:服务器对预主密钥进行解密。
    10. -
    11. 生成会话密钥:客户端和服务器均使用客户端随机数、服务器随机数和预主密钥生成会话密钥。双方应得到相同的结果。
    12. -
    13. 客户端就绪:客户端发送一条“已完成”消息,该消息用会话密钥加密。
    14. -
    15. 服务器就绪:服务器发送一条“已完成”消息,该消息用会话密钥加密。
    16. -
    17. 实现安全对称加密:已完成握手,并使用会话密钥继续进行通信。
    18. -
    -

    为了学习这个过程,我们尝试用 Chrome 的自带抓包工具,以往这是可以通过在 Chrome 地址栏中输入 chrome://net-internals/#events 来打开,现在变成了两部分,chrome://net-export/ 这里可以开始抓包,然后会记录下一个抓包日志文件里,

    -

    -

    然后再打开

    -

    https://netlog-viewer.appspot.com/#events 来查看具体的日志

    -

    这里我们以打开百度为例,即在打开 chrome://net-export/ 并启动抓包后,再在一个新 tab 打开 baidu.com,然后关闭

    -

    将日志文件在 https://netlog-viewer.appspot.com/#events 打开

    -

    -

    这里可以看到

    -

    -

    --> type 1 表示现在 tls 握手进行到哪一步了, 对应的值表示不同的阶段

    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    代码(type)释义
    0HelloRequest
    1ClientHello
    2ServerHello
    11Certificate
    12ServerKeyExchange
    13CertificateRequest
    14ServerHelloDone
    15CertificateVerify
    16ClientKeyExchange
    20Finished
    -

    具体的对应关系是在这边

    -

    比如 11 之后表示我们从服务端收到了证书

    -

    -

    然后就要去验证证书的可靠性

    -

    -

    后面是验证后的结果

    -

    -

    -

    最后就是交换对称会话秘钥然后完成握手

    -

    + 难得的大扫除 + /2022/04/10/%E9%9A%BE%E5%BE%97%E7%9A%84%E5%A4%A7%E6%89%AB%E9%99%A4/ + 因为房东要来续签合同,记得之前她说要来看看,后来一直都没来成,一方面我们没打扫过也不想被看到,小房子东西从搬进来以后越来越多,虽然不是脏乱差,但也觉得有点不满意干净状态,这里不得不感叹房东家的有钱程度,买了房子自己都没进房子看过,买来只是为了个学籍,去年前房东把房子卖给新房东后,我们还是比较担心会要换房子了,这里其实是个我们在乎的优点略大于缺点的小房子,面积比较小,但是交通便利以及上下班通勤,周边配套也还不错,有个比较大的菜市场,虽然不常去,因为不太会挑不会还价,还是主要去附近一公里左右的超市,可以安静地挑菜,但是说实在的菜场的菜还是比超市新鲜一些。
    大扫除说实在的住在这边以后就没有一次真正意义上的大扫除,因为平时也有在正常打扫,只有偶尔的厨房煤气灶和厕所专门清理下,平时扫地拖地都有做,但是因为说实在的这房子也比较老了,地板什么的都有明显的老化,表面上的油漆都已经被磨损掉了,一些污渍很难拖干净,而且包括厨房和厕所的瓷砖都是纹路特别多,加上磨损,基本是污渍很多,特别是厨房的,又有油渍,我们搬进来的时候厨房的地就已经不太干净了,还有一点就是虽然不是在乡下的房子,但是旁边有两条主干道,一般只要开着窗没几天就灰尘积起来了,公司的电脑在家两天不到就一层灰,而且有些灰在地上时间久一点就会变成那种棉絮状的,看起来就会觉得更脏,并且地板我们平时就是扫一下,然后拖一下没明显的脏东西跟大灰尘就好了,有一些脏的就很难拖干净。
    这次的算是整体的大扫除,把柜子,桌子,茶几台,窗边的灰尘都要擦掉,有一些角落还是有蛮多灰尘,当然特别难受的就是电脑那些接口,线缆上的,都杂糅在一块,如果要全都解开了理顺了还是比较麻烦,并且得断电,所以还是尽力清理,但没有全弄开了(我承认我是在偷懒,这里得说下清理了键盘,键盘之前都是放着用,也没盖住,按键缝里就很容易积灰也很难清理,这次索性直接把键全拔了,但是里面的清理也还是挺麻烦,因为不是平板一块,而且还有小孔,有些缝隙也比较难擦进去,只能慢慢地用牙线棒裹着抹布还有棉签擦一下,然后把键帽用洗手液什么的都擦一下洗洗干净,最后晾干了装好感觉就是一把新键盘了,后面主要是拖地了,这次最神奇的就是这个拖地,本来我就跟 LD 吹牛说拖地我是专业的,从小拖到大,有些地板缝边上的污渍,我又是用力来回拖,再用脚踩着拖,还是能把一些原来以为拖不掉的污渍给拖干净了,但是后来的厨房就比较难,用洗洁精来回拖感觉一点都起不来,可能是污渍积了太久了,一开始都想要放弃了,就打算拖干就好了,后来突然看到旁边有个洗衣服的板刷,结果竟然能刷起来,这样就停不下来了,说累是真的非常累,感觉刷一块瓷砖就要休息一会,但是整体刷完之后就是焕然一新的赶脚,简直太有成就感了。

    ]]>
    - 网络 + 生活 - http + 生活 + 大扫除
    diff --git a/sitemap.xml b/sitemap.xml index 4c090737b2..d520090077 100644 --- a/sitemap.xml +++ b/sitemap.xml @@ -956,7 +956,7 @@ - https://nicksxs.me/2022/02/27/Disruptor-%E7%B3%BB%E5%88%97%E4%BA%8C/ + https://nicksxs.me/2022/02/13/Disruptor-%E7%B3%BB%E5%88%97%E4%B8%80/ 2022-06-11 @@ -965,7 +965,7 @@ - https://nicksxs.me/2022/02/13/Disruptor-%E7%B3%BB%E5%88%97%E4%B8%80/ + https://nicksxs.me/2022/02/27/Disruptor-%E7%B3%BB%E5%88%97%E4%BA%8C/ 2022-06-11 @@ -1046,7 +1046,7 @@ - https://nicksxs.me/2021/04/18/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/ + https://nicksxs.me/2021/04/18/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0-%E6%89%80%E6%9C%89%E6%9D%83%E4%BA%8C/ 2022-06-11 @@ -1055,7 +1055,7 @@ - https://nicksxs.me/2021/04/18/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0-%E6%89%80%E6%9C%89%E6%9D%83%E4%BA%8C/ + https://nicksxs.me/2021/04/18/rust%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/ 2022-06-11 @@ -1127,7 +1127,7 @@ - https://nicksxs.me/2021/09/12/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E4%BA%8C/ + https://nicksxs.me/2021/10/03/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E4%B8%89/ 2022-06-11 @@ -1136,7 +1136,7 @@ - https://nicksxs.me/2021/10/03/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E4%B8%89/ + https://nicksxs.me/2021/09/12/%E8%81%8A%E4%B8%80%E4%B8%8B-RocketMQ-%E7%9A%84%E6%B6%88%E6%81%AF%E5%AD%98%E5%82%A8%E4%BA%8C/ 2022-06-11 @@ -1172,7 +1172,7 @@ - https://nicksxs.me/2020/11/22/%E8%81%8A%E8%81%8A-Dubbo-%E7%9A%84%E5%AE%B9%E9%94%99%E6%9C%BA%E5%88%B6/ + https://nicksxs.me/2021/06/27/%E8%81%8A%E8%81%8A-Java-%E4%B8%AD%E7%BB%95%E4%B8%8D%E5%BC%80%E7%9A%84-Synchronized-%E5%85%B3%E9%94%AE%E5%AD%97-%E4%BA%8C/ 2022-06-11 @@ -1181,7 +1181,7 @@ - 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a:hover{background:var(--body-bg-color)}.main-inner{background:var(--content-bg-color);box-shadow:initial;padding:40px}@media (max-width:991px){.main-inner{padding:20px}}.sub-menu{border-bottom:1px solid #ddd}.post-block:first-of-type{padding-top:40px}@media (max-width:767px){.pagination{margin-bottom:10px}}标签: Java | Nicksxs's Blog

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