2016-02-10 00:12:00 +01:00
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// Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
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2013-10-16 23:59:46 +02:00
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree. An additional grant
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// of patent rights can be found in the PATENTS file in the same directory.
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//
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2014-01-17 21:46:06 +01:00
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#include "util/statistics.h"
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2014-08-01 05:52:13 +02:00
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2014-09-05 08:14:37 +02:00
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#ifndef __STDC_FORMAT_MACROS
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2014-08-01 05:52:13 +02:00
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#define __STDC_FORMAT_MACROS
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2014-09-05 08:14:37 +02:00
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#endif
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2014-08-01 05:52:13 +02:00
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#include <inttypes.h>
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2013-08-23 17:38:13 +02:00
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#include "rocksdb/statistics.h"
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2014-07-28 21:05:36 +02:00
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#include "port/likely.h"
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2014-01-22 02:51:36 +01:00
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#include <algorithm>
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2013-06-19 05:28:41 +02:00
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#include <cstdio>
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2013-10-04 06:49:15 +02:00
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namespace rocksdb {
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2013-06-19 05:28:41 +02:00
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2014-01-17 21:46:06 +01:00
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std::shared_ptr<Statistics> CreateDBStatistics() {
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2014-07-28 21:05:36 +02:00
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return std::make_shared<StatisticsImpl>(nullptr, false);
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2014-01-17 21:46:06 +01:00
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}
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2014-07-28 21:05:36 +02:00
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StatisticsImpl::StatisticsImpl(
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std::shared_ptr<Statistics> stats,
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bool enable_internal_stats)
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: stats_shared_(stats),
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stats_(stats.get()),
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enable_internal_stats_(enable_internal_stats) {
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}
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2014-01-17 21:46:06 +01:00
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StatisticsImpl::~StatisticsImpl() {}
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2014-07-28 21:05:36 +02:00
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uint64_t StatisticsImpl::getTickerCount(uint32_t tickerType) const {
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2016-08-25 00:42:31 +02:00
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MutexLock lock(&aggregate_lock_);
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2014-07-28 21:05:36 +02:00
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assert(
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enable_internal_stats_ ?
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tickerType < INTERNAL_TICKER_ENUM_MAX :
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tickerType < TICKER_ENUM_MAX);
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2016-08-25 00:42:31 +02:00
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uint64_t thread_local_sum = 0;
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tickers_[tickerType].thread_value->Fold(
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[](void* curr_ptr, void* res) {
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auto* sum_ptr = static_cast<uint64_t*>(res);
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2016-08-25 19:42:26 +02:00
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*sum_ptr += static_cast<std::atomic_uint_fast64_t*>(curr_ptr)->load(
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std::memory_order_relaxed);
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2016-08-25 00:42:31 +02:00
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},
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&thread_local_sum);
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2016-08-25 19:42:26 +02:00
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return thread_local_sum +
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tickers_[tickerType].merged_sum.load(std::memory_order_relaxed);
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2014-01-17 21:46:06 +01:00
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}
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Thread-specific histogram statistics
Summary:
To reduce contention for atomics when HistogramStats are shared across
threads, this diff makes them thread-specific so updates are faster. This comes
at the expense of slower reads (much less frequent), which now require merging
all histograms. In this diff,
- Thread-specific HistogramImpl is created upon the thread's first measureTime()
- Thread-specific HistogramImpl are merged and deleted upon thread termination or ThreadLocalPtr destruction, whichever comes first
- getHistogramString() and histogramData() merge all histograms, both thread-specific and previously merged ones
Test Plan:
unit tests, ran db_bench and verified histograms look similar
before:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 7.63% db_bench db_bench [.] rocksdb::HistogramStat::Add
after:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 0.98% db_bench db_bench [.] rocksdb::HistogramStat::Add
Reviewers: sdong, MarkCallaghan, kradhakrishnan, IslamAbdelRahman
Reviewed By: IslamAbdelRahman
Subscribers: andrewkr, dhruba, leveldb
Differential Revision: https://reviews.facebook.net/D62649
2016-08-31 23:02:09 +02:00
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std::unique_ptr<HistogramImpl>
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StatisticsImpl::HistogramInfo::getMergedHistogram() const {
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std::unique_ptr<HistogramImpl> res_hist(new HistogramImpl());
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2016-11-21 03:14:33 +01:00
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{
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MutexLock lock(&merge_lock);
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res_hist->Merge(merged_hist);
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}
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Thread-specific histogram statistics
Summary:
To reduce contention for atomics when HistogramStats are shared across
threads, this diff makes them thread-specific so updates are faster. This comes
at the expense of slower reads (much less frequent), which now require merging
all histograms. In this diff,
- Thread-specific HistogramImpl is created upon the thread's first measureTime()
- Thread-specific HistogramImpl are merged and deleted upon thread termination or ThreadLocalPtr destruction, whichever comes first
- getHistogramString() and histogramData() merge all histograms, both thread-specific and previously merged ones
Test Plan:
unit tests, ran db_bench and verified histograms look similar
before:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 7.63% db_bench db_bench [.] rocksdb::HistogramStat::Add
after:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 0.98% db_bench db_bench [.] rocksdb::HistogramStat::Add
Reviewers: sdong, MarkCallaghan, kradhakrishnan, IslamAbdelRahman
Reviewed By: IslamAbdelRahman
Subscribers: andrewkr, dhruba, leveldb
Differential Revision: https://reviews.facebook.net/D62649
2016-08-31 23:02:09 +02:00
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thread_value->Fold(
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[](void* curr_ptr, void* res) {
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auto tmp_res_hist = static_cast<HistogramImpl*>(res);
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auto curr_hist = static_cast<HistogramImpl*>(curr_ptr);
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tmp_res_hist->Merge(*curr_hist);
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},
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res_hist.get());
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return res_hist;
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}
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2014-07-28 21:05:36 +02:00
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void StatisticsImpl::histogramData(uint32_t histogramType,
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HistogramData* const data) const {
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assert(
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enable_internal_stats_ ?
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2015-01-24 03:10:52 +01:00
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histogramType < INTERNAL_HISTOGRAM_ENUM_MAX :
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histogramType < HISTOGRAM_ENUM_MAX);
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Thread-specific histogram statistics
Summary:
To reduce contention for atomics when HistogramStats are shared across
threads, this diff makes them thread-specific so updates are faster. This comes
at the expense of slower reads (much less frequent), which now require merging
all histograms. In this diff,
- Thread-specific HistogramImpl is created upon the thread's first measureTime()
- Thread-specific HistogramImpl are merged and deleted upon thread termination or ThreadLocalPtr destruction, whichever comes first
- getHistogramString() and histogramData() merge all histograms, both thread-specific and previously merged ones
Test Plan:
unit tests, ran db_bench and verified histograms look similar
before:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 7.63% db_bench db_bench [.] rocksdb::HistogramStat::Add
after:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 0.98% db_bench db_bench [.] rocksdb::HistogramStat::Add
Reviewers: sdong, MarkCallaghan, kradhakrishnan, IslamAbdelRahman
Reviewed By: IslamAbdelRahman
Subscribers: andrewkr, dhruba, leveldb
Differential Revision: https://reviews.facebook.net/D62649
2016-08-31 23:02:09 +02:00
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histograms_[histogramType].getMergedHistogram()->Data(data);
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2014-01-17 21:46:06 +01:00
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}
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Add Statistics.getHistogramString() to print more detailed outputs of a histogram
Summary:
Provide a way for users to know more detailed ditribution of a histogram metrics. Example outputs:
Manually add statement
fprintf(stdout, "%s\n", dbstats->getHistogramString(SST_READ_MICROS).c_str());
Will print out something like:
Count: 989151 Average: 1.7659 StdDev: 1.52
Min: 0.0000 Median: 1.2071 Max: 860.0000
Percentiles: P50: 1.21 P75: 1.70 P99: 5.12 P99.9: 13.67 P99.99: 21.70
------------------------------------------------------
[ 0, 1 ) 390839 39.513% 39.513% ########
[ 1, 2 ) 500918 50.641% 90.154% ##########
[ 2, 3 ) 79358 8.023% 98.177% ##
[ 3, 4 ) 6297 0.637% 98.813%
[ 4, 5 ) 1712 0.173% 98.986%
[ 5, 6 ) 1134 0.115% 99.101%
[ 6, 7 ) 1222 0.124% 99.224%
[ 7, 8 ) 1529 0.155% 99.379%
[ 8, 9 ) 1264 0.128% 99.507%
[ 9, 10 ) 988 0.100% 99.607%
[ 10, 12 ) 1378 0.139% 99.746%
[ 12, 14 ) 1828 0.185% 99.931%
[ 14, 16 ) 410 0.041% 99.972%
[ 16, 18 ) 72 0.007% 99.980%
[ 18, 20 ) 67 0.007% 99.986%
[ 20, 25 ) 106 0.011% 99.997%
[ 25, 30 ) 24 0.002% 99.999%
[ 30, 35 ) 1 0.000% 100.000%
[ 250, 300 ) 2 0.000% 100.000%
[ 300, 350 ) 1 0.000% 100.000%
[ 800, 900 ) 1 0.000% 100.000%
Test Plan: Manually add a print in db_bench and make sure it prints out as expected. Will add some codes to cover the function
Subscribers: leveldb, dhruba
Differential Revision: https://reviews.facebook.net/D43611
2015-08-05 22:14:28 +02:00
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std::string StatisticsImpl::getHistogramString(uint32_t histogramType) const {
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assert(enable_internal_stats_ ? histogramType < INTERNAL_HISTOGRAM_ENUM_MAX
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: histogramType < HISTOGRAM_ENUM_MAX);
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Thread-specific histogram statistics
Summary:
To reduce contention for atomics when HistogramStats are shared across
threads, this diff makes them thread-specific so updates are faster. This comes
at the expense of slower reads (much less frequent), which now require merging
all histograms. In this diff,
- Thread-specific HistogramImpl is created upon the thread's first measureTime()
- Thread-specific HistogramImpl are merged and deleted upon thread termination or ThreadLocalPtr destruction, whichever comes first
- getHistogramString() and histogramData() merge all histograms, both thread-specific and previously merged ones
Test Plan:
unit tests, ran db_bench and verified histograms look similar
before:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 7.63% db_bench db_bench [.] rocksdb::HistogramStat::Add
after:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 0.98% db_bench db_bench [.] rocksdb::HistogramStat::Add
Reviewers: sdong, MarkCallaghan, kradhakrishnan, IslamAbdelRahman
Reviewed By: IslamAbdelRahman
Subscribers: andrewkr, dhruba, leveldb
Differential Revision: https://reviews.facebook.net/D62649
2016-08-31 23:02:09 +02:00
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return histograms_[histogramType].getMergedHistogram()->ToString();
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Add Statistics.getHistogramString() to print more detailed outputs of a histogram
Summary:
Provide a way for users to know more detailed ditribution of a histogram metrics. Example outputs:
Manually add statement
fprintf(stdout, "%s\n", dbstats->getHistogramString(SST_READ_MICROS).c_str());
Will print out something like:
Count: 989151 Average: 1.7659 StdDev: 1.52
Min: 0.0000 Median: 1.2071 Max: 860.0000
Percentiles: P50: 1.21 P75: 1.70 P99: 5.12 P99.9: 13.67 P99.99: 21.70
------------------------------------------------------
[ 0, 1 ) 390839 39.513% 39.513% ########
[ 1, 2 ) 500918 50.641% 90.154% ##########
[ 2, 3 ) 79358 8.023% 98.177% ##
[ 3, 4 ) 6297 0.637% 98.813%
[ 4, 5 ) 1712 0.173% 98.986%
[ 5, 6 ) 1134 0.115% 99.101%
[ 6, 7 ) 1222 0.124% 99.224%
[ 7, 8 ) 1529 0.155% 99.379%
[ 8, 9 ) 1264 0.128% 99.507%
[ 9, 10 ) 988 0.100% 99.607%
[ 10, 12 ) 1378 0.139% 99.746%
[ 12, 14 ) 1828 0.185% 99.931%
[ 14, 16 ) 410 0.041% 99.972%
[ 16, 18 ) 72 0.007% 99.980%
[ 18, 20 ) 67 0.007% 99.986%
[ 20, 25 ) 106 0.011% 99.997%
[ 25, 30 ) 24 0.002% 99.999%
[ 30, 35 ) 1 0.000% 100.000%
[ 250, 300 ) 2 0.000% 100.000%
[ 300, 350 ) 1 0.000% 100.000%
[ 800, 900 ) 1 0.000% 100.000%
Test Plan: Manually add a print in db_bench and make sure it prints out as expected. Will add some codes to cover the function
Subscribers: leveldb, dhruba
Differential Revision: https://reviews.facebook.net/D43611
2015-08-05 22:14:28 +02:00
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}
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2016-08-25 00:42:31 +02:00
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StatisticsImpl::ThreadTickerInfo* StatisticsImpl::getThreadTickerInfo(
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uint32_t tickerType) {
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auto info_ptr =
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static_cast<ThreadTickerInfo*>(tickers_[tickerType].thread_value->Get());
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if (info_ptr == nullptr) {
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info_ptr =
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new ThreadTickerInfo(0 /* value */, &tickers_[tickerType].merged_sum);
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tickers_[tickerType].thread_value->Reset(info_ptr);
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}
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return info_ptr;
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}
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Thread-specific histogram statistics
Summary:
To reduce contention for atomics when HistogramStats are shared across
threads, this diff makes them thread-specific so updates are faster. This comes
at the expense of slower reads (much less frequent), which now require merging
all histograms. In this diff,
- Thread-specific HistogramImpl is created upon the thread's first measureTime()
- Thread-specific HistogramImpl are merged and deleted upon thread termination or ThreadLocalPtr destruction, whichever comes first
- getHistogramString() and histogramData() merge all histograms, both thread-specific and previously merged ones
Test Plan:
unit tests, ran db_bench and verified histograms look similar
before:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 7.63% db_bench db_bench [.] rocksdb::HistogramStat::Add
after:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 0.98% db_bench db_bench [.] rocksdb::HistogramStat::Add
Reviewers: sdong, MarkCallaghan, kradhakrishnan, IslamAbdelRahman
Reviewed By: IslamAbdelRahman
Subscribers: andrewkr, dhruba, leveldb
Differential Revision: https://reviews.facebook.net/D62649
2016-08-31 23:02:09 +02:00
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StatisticsImpl::ThreadHistogramInfo* StatisticsImpl::getThreadHistogramInfo(
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uint32_t histogram_type) {
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auto info_ptr = static_cast<ThreadHistogramInfo*>(
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histograms_[histogram_type].thread_value->Get());
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if (info_ptr == nullptr) {
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info_ptr = new ThreadHistogramInfo(&histograms_[histogram_type].merged_hist,
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&histograms_[histogram_type].merge_lock);
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histograms_[histogram_type].thread_value->Reset(info_ptr);
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}
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return info_ptr;
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}
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2014-07-28 21:05:36 +02:00
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void StatisticsImpl::setTickerCount(uint32_t tickerType, uint64_t count) {
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2016-08-25 00:42:31 +02:00
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{
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MutexLock lock(&aggregate_lock_);
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assert(enable_internal_stats_ ? tickerType < INTERNAL_TICKER_ENUM_MAX
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: tickerType < TICKER_ENUM_MAX);
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if (tickerType < TICKER_ENUM_MAX || enable_internal_stats_) {
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tickers_[tickerType].thread_value->Fold(
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[](void* curr_ptr, void* res) {
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2016-08-25 19:42:26 +02:00
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static_cast<std::atomic<uint64_t>*>(curr_ptr)->store(
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0, std::memory_order_relaxed);
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2016-08-25 00:42:31 +02:00
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},
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nullptr /* res */);
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2016-08-25 19:42:26 +02:00
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tickers_[tickerType].merged_sum.store(count, std::memory_order_relaxed);
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2016-08-25 00:42:31 +02:00
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}
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2014-07-28 21:05:36 +02:00
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}
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if (stats_ && tickerType < TICKER_ENUM_MAX) {
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stats_->setTickerCount(tickerType, count);
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}
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2014-01-17 21:46:06 +01:00
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}
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2016-10-11 19:54:11 +02:00
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uint64_t StatisticsImpl::getAndResetTickerCount(uint32_t tickerType) {
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uint64_t sum = 0;
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{
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MutexLock lock(&aggregate_lock_);
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assert(enable_internal_stats_ ? tickerType < INTERNAL_TICKER_ENUM_MAX
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: tickerType < TICKER_ENUM_MAX);
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if (tickerType < TICKER_ENUM_MAX || enable_internal_stats_) {
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tickers_[tickerType].thread_value->Fold(
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[](void* curr_ptr, void* res) {
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auto* sum_ptr = static_cast<uint64_t*>(res);
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*sum_ptr += static_cast<std::atomic<uint64_t>*>(curr_ptr)->exchange(
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0, std::memory_order_relaxed);
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},
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&sum);
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sum += tickers_[tickerType].merged_sum.exchange(
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0, std::memory_order_relaxed);
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}
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}
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if (stats_ && tickerType < TICKER_ENUM_MAX) {
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stats_->setTickerCount(tickerType, 0);
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}
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return sum;
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}
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2014-07-28 21:05:36 +02:00
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void StatisticsImpl::recordTick(uint32_t tickerType, uint64_t count) {
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assert(
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enable_internal_stats_ ?
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tickerType < INTERNAL_TICKER_ENUM_MAX :
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tickerType < TICKER_ENUM_MAX);
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if (tickerType < TICKER_ENUM_MAX || enable_internal_stats_) {
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2016-08-25 00:42:31 +02:00
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auto info_ptr = getThreadTickerInfo(tickerType);
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2016-08-25 19:42:26 +02:00
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info_ptr->value.fetch_add(count, std::memory_order_relaxed);
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2014-07-28 21:05:36 +02:00
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}
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if (stats_ && tickerType < TICKER_ENUM_MAX) {
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stats_->recordTick(tickerType, count);
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}
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2014-01-17 21:46:06 +01:00
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}
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2014-07-28 21:05:36 +02:00
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void StatisticsImpl::measureTime(uint32_t histogramType, uint64_t value) {
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assert(
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enable_internal_stats_ ?
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histogramType < INTERNAL_HISTOGRAM_ENUM_MAX :
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histogramType < HISTOGRAM_ENUM_MAX);
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if (histogramType < HISTOGRAM_ENUM_MAX || enable_internal_stats_) {
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Thread-specific histogram statistics
Summary:
To reduce contention for atomics when HistogramStats are shared across
threads, this diff makes them thread-specific so updates are faster. This comes
at the expense of slower reads (much less frequent), which now require merging
all histograms. In this diff,
- Thread-specific HistogramImpl is created upon the thread's first measureTime()
- Thread-specific HistogramImpl are merged and deleted upon thread termination or ThreadLocalPtr destruction, whichever comes first
- getHistogramString() and histogramData() merge all histograms, both thread-specific and previously merged ones
Test Plan:
unit tests, ran db_bench and verified histograms look similar
before:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 7.63% db_bench db_bench [.] rocksdb::HistogramStat::Add
after:
$ TEST_TMPDIR=/dev/shm/ perf record -g ./db_bench --benchmarks=readwhilewriting --statistics --num=1000000 --use_existing_db --threads=64 --cache_size=250000000 --compression_type=lz4
...
+ 0.98% db_bench db_bench [.] rocksdb::HistogramStat::Add
Reviewers: sdong, MarkCallaghan, kradhakrishnan, IslamAbdelRahman
Reviewed By: IslamAbdelRahman
Subscribers: andrewkr, dhruba, leveldb
Differential Revision: https://reviews.facebook.net/D62649
2016-08-31 23:02:09 +02:00
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getThreadHistogramInfo(histogramType)->value.Add(value);
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2014-07-28 21:05:36 +02:00
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}
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if (stats_ && histogramType < HISTOGRAM_ENUM_MAX) {
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stats_->measureTime(histogramType, value);
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}
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2014-01-17 21:46:06 +01:00
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}
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2013-06-19 05:28:41 +02:00
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namespace {
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2014-01-17 21:46:06 +01:00
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2013-06-19 05:28:41 +02:00
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// a buffer size used for temp string buffers
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const int kBufferSize = 200;
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} // namespace
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2014-07-28 21:05:36 +02:00
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std::string StatisticsImpl::ToString() const {
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2013-06-19 05:28:41 +02:00
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std::string res;
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res.reserve(20000);
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for (const auto& t : TickersNameMap) {
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2014-07-28 21:05:36 +02:00
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if (t.first < TICKER_ENUM_MAX || enable_internal_stats_) {
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char buffer[kBufferSize];
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2014-08-01 05:52:13 +02:00
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snprintf(buffer, kBufferSize, "%s COUNT : %" PRIu64 "\n",
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2014-07-28 21:05:36 +02:00
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t.second.c_str(), getTickerCount(t.first));
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res.append(buffer);
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}
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2013-06-19 05:28:41 +02:00
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}
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for (const auto& h : HistogramsNameMap) {
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2014-07-28 21:05:36 +02:00
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if (h.first < HISTOGRAM_ENUM_MAX || enable_internal_stats_) {
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char buffer[kBufferSize];
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HistogramData hData;
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histogramData(h.first, &hData);
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snprintf(
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buffer,
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kBufferSize,
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"%s statistics Percentiles :=> 50 : %f 95 : %f 99 : %f\n",
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h.second.c_str(),
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hData.median,
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hData.percentile95,
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hData.percentile99);
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res.append(buffer);
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}
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2013-06-19 05:28:41 +02:00
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}
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res.shrink_to_fit();
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return res;
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}
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2014-07-28 21:05:36 +02:00
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bool StatisticsImpl::HistEnabledForType(uint32_t type) const {
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if (LIKELY(!enable_internal_stats_)) {
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return type < HISTOGRAM_ENUM_MAX;
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}
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return true;
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}
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2013-10-04 06:49:15 +02:00
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} // namespace rocksdb
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