be/src/load/memtable/memtable_memory_limiter.cpp
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1 | | // Licensed to the Apache Software Foundation (ASF) under one |
2 | | // or more contributor license agreements. See the NOTICE file |
3 | | // distributed with this work for additional information |
4 | | // regarding copyright ownership. The ASF licenses this file |
5 | | // to you under the Apache License, Version 2.0 (the |
6 | | // "License"); you may not use this file except in compliance |
7 | | // with the License. You may obtain a copy of the License at |
8 | | // |
9 | | // http://www.apache.org/licenses/LICENSE-2.0 |
10 | | // |
11 | | // Unless required by applicable law or agreed to in writing, |
12 | | // software distributed under the License is distributed on an |
13 | | // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
14 | | // KIND, either express or implied. See the License for the |
15 | | // specific language governing permissions and limitations |
16 | | // under the License. |
17 | | |
18 | | #include "load/memtable/memtable_memory_limiter.h" |
19 | | |
20 | | #include <bvar/bvar.h> |
21 | | |
22 | | #include "common/config.h" |
23 | | #include "common/metrics/doris_metrics.h" |
24 | | #include "common/metrics/metrics.h" |
25 | | #include "load/memtable/memtable.h" |
26 | | #include "load/memtable/memtable_writer.h" |
27 | | #include "util/mem_info.h" |
28 | | |
29 | | namespace doris { |
30 | | DEFINE_GAUGE_METRIC_PROTOTYPE_5ARG(memtable_memory_limiter_mem_consumption, MetricUnit::BYTES, "", |
31 | | memtable_memory_limiter_mem_consumption, |
32 | | Labels({{"type", "load"}})); |
33 | | |
34 | | bvar::LatencyRecorder g_memtable_memory_limit_latency_ms("mm_limiter_limit_time_ms"); |
35 | | bvar::Adder<int> g_memtable_memory_limit_waiting_threads("mm_limiter_waiting_threads"); |
36 | | bvar::LatencyRecorder g_memtable_table_backpressure_latency_ms( |
37 | | "mm_limiter_table_backpressure_time_ms"); |
38 | | bvar::Adder<int> g_memtable_table_backpressure_waiting_threads( |
39 | | "mm_limiter_table_backpressure_waiting_threads"); |
40 | | bvar::Status<int64_t> g_memtable_table_backpressure_pending_count( |
41 | | "mm_limiter_table_backpressure_pending_count", 0); |
42 | | bvar::Status<int64_t> g_memtable_active_memory("mm_limiter_mem_active", 0); |
43 | | bvar::Status<int64_t> g_memtable_write_memory("mm_limiter_mem_write", 0); |
44 | | bvar::Status<int64_t> g_memtable_flush_memory("mm_limiter_mem_flush", 0); |
45 | | bvar::Status<int64_t> g_memtable_load_memory("mm_limiter_mem_load", 0); |
46 | | bvar::Status<int64_t> g_load_hard_mem_limit("mm_limiter_limit_hard", 0); |
47 | | bvar::Status<int64_t> g_load_soft_mem_limit("mm_limiter_limit_soft", 0); |
48 | | bvar::Adder<uint64_t> g_flush_cuz_load_mem_exceed_hard_limit("flush_cuz_hard_limit"); |
49 | | bvar::Adder<uint64_t> g_flush_cuz_sys_mem_exceed_soft_limit("flush_cuz_soft_limit"); |
50 | | bvar::Adder<int> g_memtable_memory_limit_flush_memtable_count("mm_limiter_flush_memtable_count"); |
51 | | bvar::LatencyRecorder g_memtable_memory_limit_flush_size_bytes("mm_limiter_flush_size_bytes"); |
52 | | |
53 | | // Calculate the total memory limit of all load tasks on this BE |
54 | 2 | static int64_t calc_process_max_load_memory(int64_t process_mem_limit) { |
55 | 2 | if (process_mem_limit == -1) { |
56 | | // no limit |
57 | 0 | return -1; |
58 | 0 | } |
59 | 2 | int32_t max_load_memory_percent = config::load_process_max_memory_limit_percent; |
60 | 2 | return process_mem_limit * max_load_memory_percent / 100; |
61 | 2 | } |
62 | | |
63 | 35 | MemTableMemoryLimiter::MemTableMemoryLimiter() {} |
64 | | |
65 | 35 | MemTableMemoryLimiter::~MemTableMemoryLimiter() { |
66 | 35 | DEREGISTER_HOOK_METRIC(memtable_memory_limiter_mem_consumption); |
67 | 35 | } |
68 | | |
69 | 2 | Status MemTableMemoryLimiter::init(int64_t process_mem_limit) { |
70 | 2 | _load_hard_mem_limit = calc_process_max_load_memory(process_mem_limit); |
71 | 2 | _load_soft_mem_limit = _load_hard_mem_limit * config::load_process_soft_mem_limit_percent / 100; |
72 | 2 | _load_safe_mem_permit = |
73 | 2 | _load_hard_mem_limit * config::load_process_safe_mem_permit_percent / 100; |
74 | 2 | g_load_hard_mem_limit.set_value(_load_hard_mem_limit); |
75 | 2 | g_load_soft_mem_limit.set_value(_load_soft_mem_limit); |
76 | 2 | _mem_tracker = std::make_unique<MemTracker>("AllMemTableMemory"); |
77 | 2 | REGISTER_HOOK_METRIC(memtable_memory_limiter_mem_consumption, |
78 | 2 | [this]() { return _mem_tracker->consumption(); }); |
79 | 2 | _log_timer.start(); |
80 | 2 | return Status::OK(); |
81 | 2 | } |
82 | | |
83 | 16 | void MemTableMemoryLimiter::register_writer(std::weak_ptr<MemTableWriter> writer) { |
84 | 16 | std::lock_guard<std::mutex> l(_lock); |
85 | 16 | _writers.push_back(writer); |
86 | 16 | } |
87 | | |
88 | 2 | int64_t MemTableMemoryLimiter::_sys_avail_mem_less_than_warning_water_mark() { |
89 | | // reserve a small amount of memory so we do not trigger MinorGC |
90 | 2 | return doris::MemInfo::sys_mem_available_warning_water_mark() - |
91 | 2 | doris::GlobalMemoryArbitrator::sys_mem_available() + |
92 | 2 | config::memtable_limiter_reserved_memory_bytes; |
93 | 2 | } |
94 | | |
95 | 2 | int64_t MemTableMemoryLimiter::_process_used_mem_more_than_soft_mem_limit() { |
96 | | // reserve a small amount of memory so we do not trigger MinorGC |
97 | 2 | return GlobalMemoryArbitrator::process_memory_usage() - MemInfo::soft_mem_limit() + |
98 | 2 | config::memtable_limiter_reserved_memory_bytes; |
99 | 2 | } |
100 | | |
101 | 2 | bool MemTableMemoryLimiter::_soft_limit_reached() { |
102 | 2 | return _mem_tracker->consumption() > _load_soft_mem_limit || _hard_limit_reached(); |
103 | 2 | } |
104 | | |
105 | 2 | bool MemTableMemoryLimiter::_hard_limit_reached() { |
106 | 2 | return _mem_tracker->consumption() > _load_hard_mem_limit || |
107 | 2 | _sys_avail_mem_less_than_warning_water_mark() > 0 || |
108 | 2 | _process_used_mem_more_than_soft_mem_limit() > 0; |
109 | 2 | } |
110 | | |
111 | 0 | bool MemTableMemoryLimiter::_load_usage_low() { |
112 | 0 | return _mem_tracker->consumption() <= _load_safe_mem_permit; |
113 | 0 | } |
114 | | |
115 | 0 | int64_t MemTableMemoryLimiter::_need_flush() { |
116 | 0 | DBUG_EXECUTE_IF("MemTableMemoryLimiter._need_flush.random_flush", { |
117 | 0 | if (rand() % 100 < (100 * dp->param("percent", 0.5))) { |
118 | 0 | LOG(INFO) << "debug memtable need flush return 1"; |
119 | 0 | return 1; |
120 | 0 | } |
121 | 0 | }); |
122 | 0 | int64_t limit1 = _mem_tracker->consumption() - _load_soft_mem_limit; |
123 | 0 | int64_t limit2 = _sys_avail_mem_less_than_warning_water_mark(); |
124 | 0 | int64_t limit3 = _process_used_mem_more_than_soft_mem_limit(); |
125 | 0 | int64_t need_flush = std::max({limit1, limit2, limit3}); |
126 | 0 | return need_flush - _queue_mem_usage - _flush_mem_usage; |
127 | 0 | } |
128 | | |
129 | 0 | int64_t MemTableMemoryLimiter::_table_flush_pending_memtable_count(int64_t table_id) { |
130 | 0 | int64_t pending_memtables = 0; |
131 | 0 | for (const auto& writer : _writers) { |
132 | 0 | auto writer_sptr = writer.lock(); |
133 | 0 | if (writer_sptr == nullptr) { |
134 | 0 | continue; |
135 | 0 | } |
136 | 0 | if (writer_sptr->table_id() == table_id) { |
137 | 0 | pending_memtables += writer_sptr->flush_pending_memtable_count(); |
138 | 0 | } |
139 | 0 | } |
140 | 0 | return pending_memtables; |
141 | 0 | } |
142 | | |
143 | | void MemTableMemoryLimiter::handle_table_memtable_backpressure(std::function<bool()> cancel_check, |
144 | 0 | int64_t table_id) { |
145 | 0 | if (!config::enable_table_memtable_flush_backpressure) { |
146 | 0 | return; |
147 | 0 | } |
148 | 0 | const int64_t pending_count_limit = config::table_memtable_flush_pending_count_limit; |
149 | 0 | if (pending_count_limit <= 0) { |
150 | 0 | return; |
151 | 0 | } |
152 | 0 | DORIS_CHECK(table_id > 0); |
153 | |
|
154 | 0 | std::unique_lock<std::mutex> l(_lock); |
155 | 0 | int64_t pending_count = _table_flush_pending_memtable_count(table_id); |
156 | 0 | if (pending_count < pending_count_limit) { |
157 | 0 | return; |
158 | 0 | } |
159 | | |
160 | 0 | MonotonicStopWatch timer; |
161 | 0 | timer.start(); |
162 | 0 | g_memtable_table_backpressure_waiting_threads << 1; |
163 | 0 | while (pending_count >= pending_count_limit) { |
164 | 0 | g_memtable_table_backpressure_pending_count.set_value(pending_count); |
165 | 0 | LOG_EVERY_T(INFO, 1) << "table memtable flush backpressure: table_id=" << table_id |
166 | 0 | << ", pending_memtables=" << pending_count |
167 | 0 | << ", limit=" << pending_count_limit |
168 | 0 | << ", memtable writers num: " << _writers.size(); |
169 | 0 | if (cancel_check && cancel_check()) { |
170 | 0 | LOG(INFO) << "cancelled when waiting for table memtable flush backpressure" |
171 | 0 | << ", table_id=" << table_id << ", pending_memtables=" << pending_count |
172 | 0 | << ", limit=" << pending_count_limit; |
173 | 0 | g_memtable_table_backpressure_waiting_threads << -1; |
174 | 0 | return; |
175 | 0 | } |
176 | 0 | static_cast<void>(_hard_limit_end_cond.wait_for(l, std::chrono::milliseconds(100))); |
177 | 0 | pending_count = _table_flush_pending_memtable_count(table_id); |
178 | 0 | } |
179 | 0 | g_memtable_table_backpressure_pending_count.set_value(pending_count); |
180 | 0 | g_memtable_table_backpressure_waiting_threads << -1; |
181 | 0 | timer.stop(); |
182 | 0 | int64_t time_ms = timer.elapsed_time() / 1000 / 1000; |
183 | 0 | g_memtable_table_backpressure_latency_ms << time_ms; |
184 | 0 | LOG(INFO) << "waited " << PrettyPrinter::print(timer.elapsed_time(), TUnit::TIME_NS) |
185 | 0 | << " for table memtable flush backpressure" |
186 | 0 | << ", table_id=" << table_id << ", pending_memtables=" << pending_count |
187 | 0 | << ", limit=" << pending_count_limit << ", memtable writers num: " << _writers.size(); |
188 | 0 | } |
189 | | |
190 | | void MemTableMemoryLimiter::handle_memtable_flush(std::function<bool()> cancel_check, |
191 | 2 | WorkloadGroup*) { |
192 | | // Check the soft limit. |
193 | 2 | DCHECK(_load_soft_mem_limit > 0); |
194 | 2 | do { |
195 | 2 | DBUG_EXECUTE_IF("MemTableMemoryLimiter.handle_memtable_flush.limit_reached", { |
196 | 2 | LOG(INFO) << "debug memtable limit reached"; |
197 | 2 | break; |
198 | 2 | }); |
199 | 2 | if (!_soft_limit_reached() || _load_usage_low()) { |
200 | 2 | return; |
201 | 2 | } |
202 | 2 | } while (false); |
203 | 0 | MonotonicStopWatch timer; |
204 | 0 | timer.start(); |
205 | 0 | std::unique_lock<std::mutex> l(_lock); |
206 | 0 | g_memtable_memory_limit_waiting_threads << 1; |
207 | 0 | bool first = true; |
208 | 0 | do { |
209 | 0 | if (!first) { |
210 | 0 | auto st = _hard_limit_end_cond.wait_for(l, std::chrono::milliseconds(1000)); |
211 | 0 | if (st == std::cv_status::timeout) { |
212 | 0 | LOG(INFO) << "timeout when waiting for memory hard limit end, try again"; |
213 | 0 | } |
214 | 0 | } |
215 | 0 | if (cancel_check && cancel_check()) { |
216 | 0 | LOG(INFO) << "cancelled when waiting for memtable flush"; |
217 | 0 | g_memtable_memory_limit_waiting_threads << -1; |
218 | 0 | return; |
219 | 0 | } |
220 | 0 | first = false; |
221 | 0 | int64_t need_flush = _need_flush(); |
222 | 0 | if (need_flush > 0) { |
223 | 0 | auto limit = _hard_limit_reached() ? Limit::HARD : Limit::SOFT; |
224 | 0 | LOG(INFO) << "reached memtable memory " << (limit == Limit::HARD ? "hard" : "soft") |
225 | 0 | << ", " << GlobalMemoryArbitrator::process_memory_used_details_str() << ", " |
226 | 0 | << GlobalMemoryArbitrator::sys_mem_available_details_str() |
227 | 0 | << ", load mem: " << PrettyPrinter::print_bytes(_mem_tracker->consumption()) |
228 | 0 | << ", memtable writers num: " << _writers.size() |
229 | 0 | << ", active: " << PrettyPrinter::print_bytes(_active_mem_usage) |
230 | 0 | << ", queue: " << PrettyPrinter::print_bytes(_queue_mem_usage) |
231 | 0 | << ", flush: " << PrettyPrinter::print_bytes(_flush_mem_usage) |
232 | 0 | << ", need flush: " << PrettyPrinter::print_bytes(need_flush); |
233 | 0 | if (VLOG_DEBUG_IS_ON) { |
234 | 0 | auto log_str = doris::ProcessProfile::instance() |
235 | 0 | ->memory_profile() |
236 | 0 | ->process_memory_detail_str(); |
237 | 0 | LOG_LONG_STRING(INFO, log_str); |
238 | 0 | } |
239 | 0 | if (limit == Limit::HARD) { |
240 | 0 | g_flush_cuz_load_mem_exceed_hard_limit << 1; |
241 | 0 | } else if (limit == Limit::SOFT) { |
242 | 0 | g_flush_cuz_sys_mem_exceed_soft_limit << 1; |
243 | 0 | } else { |
244 | | // will not reach here |
245 | 0 | } |
246 | 0 | _flush_active_memtables(need_flush); |
247 | 0 | } |
248 | 0 | } while (_hard_limit_reached() && !_load_usage_low()); |
249 | 0 | g_memtable_memory_limit_waiting_threads << -1; |
250 | 0 | timer.stop(); |
251 | 0 | int64_t time_ms = timer.elapsed_time() / 1000 / 1000; |
252 | 0 | g_memtable_memory_limit_latency_ms << time_ms; |
253 | 0 | if (time_ms > 0) { |
254 | 0 | LOG(INFO) << "waited " << PrettyPrinter::print(timer.elapsed_time(), TUnit::TIME_NS) |
255 | 0 | << " for memtable memory limit" |
256 | 0 | << ", " << GlobalMemoryArbitrator::process_memory_used_details_str() << ", " |
257 | 0 | << GlobalMemoryArbitrator::sys_mem_available_details_str() |
258 | 0 | << ", load mem: " << PrettyPrinter::print_bytes(_mem_tracker->consumption()) |
259 | 0 | << ", memtable writers num: " << _writers.size() |
260 | 0 | << ", active: " << PrettyPrinter::print_bytes(_active_mem_usage) |
261 | 0 | << ", queue: " << PrettyPrinter::print_bytes(_queue_mem_usage) |
262 | 0 | << ", flush: " << PrettyPrinter::print_bytes(_flush_mem_usage); |
263 | 0 | } |
264 | 0 | } |
265 | | |
266 | 0 | int64_t MemTableMemoryLimiter::_flush_active_memtables(int64_t need_flush) { |
267 | 0 | _refresh_mem_tracker(); |
268 | 0 | if (_active_writers.size() == 0) { |
269 | 0 | return 0; |
270 | 0 | } |
271 | | |
272 | 0 | using WriterMem = std::pair<std::weak_ptr<MemTableWriter>, int64_t>; |
273 | 0 | auto cmp = [](WriterMem left, WriterMem right) { return left.second < right.second; }; |
274 | 0 | std::priority_queue<WriterMem, std::vector<WriterMem>, decltype(cmp)> heap(cmp); |
275 | |
|
276 | 0 | for (auto writer : _active_writers) { |
277 | 0 | auto w = writer.lock(); |
278 | 0 | if (w == nullptr) { |
279 | 0 | continue; |
280 | 0 | } |
281 | 0 | heap.emplace(w, w->active_memtable_mem_consumption()); |
282 | 0 | } |
283 | |
|
284 | 0 | int64_t mem_flushed = 0; |
285 | 0 | int64_t num_flushed = 0; |
286 | |
|
287 | 0 | while (mem_flushed < need_flush && !heap.empty()) { |
288 | 0 | auto [writer, sort_mem] = heap.top(); |
289 | 0 | heap.pop(); |
290 | 0 | auto w = writer.lock(); |
291 | 0 | if (w == nullptr) { |
292 | 0 | continue; |
293 | 0 | } |
294 | | |
295 | 0 | int64_t mem = w->active_memtable_mem_consumption(); |
296 | 0 | if (mem < sort_mem * 0.9) { |
297 | | // if the memtable writer just got flushed, don't flush it again |
298 | 0 | continue; |
299 | 0 | } |
300 | 0 | Status st = w->flush_async(); |
301 | 0 | if (!st.ok()) { |
302 | 0 | auto err_msg = fmt::format( |
303 | 0 | "tablet writer failed to reduce mem consumption by flushing memtable, " |
304 | 0 | "tablet_id={}, err={}", |
305 | 0 | w->tablet_id(), st.to_string()); |
306 | 0 | LOG(WARNING) << err_msg; |
307 | 0 | static_cast<void>(w->cancel_with_status(st)); |
308 | 0 | } |
309 | 0 | mem_flushed += mem; |
310 | 0 | num_flushed += (mem > 0); |
311 | 0 | g_memtable_memory_limit_flush_memtable_count << 1; |
312 | 0 | g_memtable_memory_limit_flush_size_bytes << mem; |
313 | 0 | } |
314 | 0 | LOG(INFO) << "flushed " << num_flushed << " out of " << _active_writers.size() |
315 | 0 | << " active writers, flushed size: " << PrettyPrinter::print_bytes(mem_flushed); |
316 | 0 | return mem_flushed; |
317 | 0 | } |
318 | | |
319 | 0 | void MemTableMemoryLimiter::refresh_mem_tracker() { |
320 | 0 | std::lock_guard<std::mutex> l(_lock); |
321 | 0 | _refresh_mem_tracker(); |
322 | 0 | std::stringstream ss; |
323 | 0 | Limit limit = Limit::NONE; |
324 | 0 | if (_soft_limit_reached()) { |
325 | 0 | limit = _hard_limit_reached() ? Limit::HARD : Limit::SOFT; |
326 | 0 | ss << "reached " << (limit == Limit::HARD ? "hard" : "soft") << " limit"; |
327 | 0 | } else if (_last_limit == Limit::NONE) { |
328 | 0 | return; |
329 | 0 | } else { |
330 | 0 | ss << "ended " << (_last_limit == Limit::HARD ? "hard" : "soft") << " limit"; |
331 | 0 | } |
332 | | |
333 | 0 | if (_last_limit == limit && _log_timer.elapsed_time() < LOG_INTERVAL) { |
334 | 0 | return; |
335 | 0 | } |
336 | | |
337 | 0 | _last_limit = limit; |
338 | 0 | _log_timer.reset(); |
339 | 0 | LOG(INFO) << ss.str() |
340 | 0 | << ", load mem: " << PrettyPrinter::print_bytes(_mem_tracker->consumption()) |
341 | 0 | << ", memtable writers num: " << _writers.size() |
342 | 0 | << ", active: " << PrettyPrinter::print_bytes(_active_mem_usage) |
343 | 0 | << ", queue: " << PrettyPrinter::print_bytes(_queue_mem_usage) |
344 | 0 | << ", flush: " << PrettyPrinter::print_bytes(_flush_mem_usage); |
345 | 0 | if (VLOG_DEBUG_IS_ON) { |
346 | 0 | auto log_str = |
347 | 0 | doris::ProcessProfile::instance()->memory_profile()->process_memory_detail_str(); |
348 | 0 | LOG_LONG_STRING(INFO, log_str); |
349 | 0 | } |
350 | 0 | } |
351 | | |
352 | 0 | void MemTableMemoryLimiter::_refresh_mem_tracker() { |
353 | 0 | _flush_mem_usage = 0; |
354 | 0 | _queue_mem_usage = 0; |
355 | 0 | _active_mem_usage = 0; |
356 | 0 | _active_writers.clear(); |
357 | 0 | for (auto it = _writers.begin(); it != _writers.end();) { |
358 | 0 | if (auto writer = it->lock()) { |
359 | | // The memtable is currently used by writer to insert blocks. |
360 | 0 | auto active_usage = writer->active_memtable_mem_consumption(); |
361 | 0 | _active_mem_usage += active_usage; |
362 | 0 | if (active_usage > 0) { |
363 | 0 | _active_writers.push_back(writer); |
364 | 0 | } |
365 | |
|
366 | 0 | auto flush_usage = writer->mem_consumption(MemType::FLUSH); |
367 | 0 | _flush_mem_usage += flush_usage; |
368 | |
|
369 | 0 | auto write_usage = writer->mem_consumption(MemType::WRITE_FINISHED); |
370 | 0 | _queue_mem_usage += write_usage; |
371 | 0 | ++it; |
372 | 0 | } else { |
373 | 0 | *it = std::move(_writers.back()); |
374 | 0 | _writers.pop_back(); |
375 | 0 | } |
376 | 0 | } |
377 | 0 | _mem_usage = _active_mem_usage + _queue_mem_usage + _flush_mem_usage; |
378 | 0 | g_memtable_active_memory.set_value(_active_mem_usage); |
379 | 0 | g_memtable_write_memory.set_value(_queue_mem_usage); |
380 | 0 | g_memtable_flush_memory.set_value(_flush_mem_usage); |
381 | 0 | g_memtable_load_memory.set_value(_mem_usage); |
382 | 0 | VLOG_DEBUG << "refreshed mem_tracker, num writers: " << _writers.size() |
383 | 0 | << ", mem usage: " << _mem_usage; |
384 | 0 | _mem_tracker->set_consumption(_mem_usage); |
385 | 0 | if (!_hard_limit_reached()) { |
386 | 0 | _hard_limit_end_cond.notify_all(); |
387 | 0 | } |
388 | 0 | } |
389 | | |
390 | | } // namespace doris |