generic rate limiter

Summary:
A generic rate limiter that can be shared by threads and rocksdb
instances. Will use this to smooth out write traffic generated by
compaction and flush. This will help us get better p99 behavior on flash
storage.

Test Plan:
unit test output
==== Test RateLimiterTest.Rate
request size [1 - 1023], limit 10 KB/sec, actual rate: 10.374969 KB/sec, elapsed 2002265
request size [1 - 2047], limit 20 KB/sec, actual rate: 20.771242 KB/sec, elapsed 2002139
request size [1 - 4095], limit 40 KB/sec, actual rate: 41.285299 KB/sec, elapsed 2202424
request size [1 - 8191], limit 80 KB/sec, actual rate: 81.371605 KB/sec, elapsed 2402558
request size [1 - 16383], limit 160 KB/sec, actual rate: 162.541268 KB/sec, elapsed 3303500

Reviewers: yhchiang, igor, sdong

Reviewed By: sdong

Subscribers: leveldb

Differential Revision: https://reviews.facebook.net/D19359
This commit is contained in:
Lei Jin 2014-07-08 11:41:57 -07:00
parent b278ae8e50
commit 5ef1ba7ff5
8 changed files with 422 additions and 22 deletions

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@ -112,7 +112,8 @@ TESTS = \
deletefile_test \
table_test \
thread_local_test \
geodb_test
geodb_test \
rate_limiter_test
TOOLS = \
sst_dump \
@ -356,6 +357,9 @@ dbformat_test: db/dbformat_test.o $(LIBOBJECTS) $(TESTHARNESS)
env_test: util/env_test.o $(LIBOBJECTS) $(TESTHARNESS)
$(CXX) util/env_test.o $(LIBOBJECTS) $(TESTHARNESS) $(EXEC_LDFLAGS) -o $@ $(LDFLAGS) $(COVERAGEFLAGS)
rate_limiter_test: util/rate_limiter_test.o $(LIBOBJECTS) $(TESTHARNESS)
$(CXX) util/rate_limiter_test.o $(LIBOBJECTS) $(TESTHARNESS) $(EXEC_LDFLAGS) -o $@ $(LDFLAGS) $(COVERAGEFLAGS)
filename_test: db/filename_test.o $(LIBOBJECTS) $(TESTHARNESS)
$(CXX) db/filename_test.o $(LIBOBJECTS) $(TESTHARNESS) $(EXEC_LDFLAGS) -o $@ $(LDFLAGS) $(COVERAGEFLAGS)

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@ -194,8 +194,16 @@ class Env {
// REQUIRES: lock has not already been unlocked.
virtual Status UnlockFile(FileLock* lock) = 0;
// Priority for scheduling job in thread pool
enum Priority { LOW, HIGH, TOTAL };
// Priority for scheduling job in thread pool
enum IOPriority {
IO_LOW = 0,
IO_HIGH = 1,
IO_TOTAL = 2
};
// Arrange to run "(*function)(arg)" once in a background thread, in
// the thread pool specified by pri. By default, jobs go to the 'LOW'
// priority thread pool.

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@ -34,6 +34,7 @@ class Snapshot;
class TableFactory;
class MemTableRepFactory;
class TablePropertiesCollectorFactory;
class RateLimiter;
class Slice;
class SliceTransform;
class Statistics;
@ -998,6 +999,21 @@ struct FlushOptions {
FlushOptions() : wait(true) {}
};
// Create a RateLimiter object, which can be shared among RocksDB instances to
// control write rate of flush and compaction.
// @rate_bytes_per_sec: desired total write rate in bytes per second.
// @refill_period_us: token refill interval in micro-second.
// @fairness: RateLimiter accepts high-pri requests and low-pri requests.
// low-pri request is usually blocked in favor of hi-pri request. To prevent
// low-pri request from being blocked for too long, it can get processed first
// by 1/fairness chance.
extern RateLimiter* NewRateLimiter(
int64_t rate_bytes_per_sec,
int64_t refill_period_us = 100 * 1000,
int32_t fairness = 10);
} // namespace rocksdb
#endif // STORAGE_ROCKSDB_INCLUDE_OPTIONS_H_

View File

@ -31,7 +31,7 @@ static int PthreadCall(const char* label, int result) {
Mutex::Mutex(bool adaptive) {
#ifdef OS_LINUX
if (!adaptive) {
PthreadCall("init mutex", pthread_mutex_init(&mu_, NULL));
PthreadCall("init mutex", pthread_mutex_init(&mu_, nullptr));
} else {
pthread_mutexattr_t mutex_attr;
PthreadCall("init mutex attr", pthread_mutexattr_init(&mutex_attr));
@ -43,7 +43,7 @@ Mutex::Mutex(bool adaptive) {
pthread_mutexattr_destroy(&mutex_attr));
}
#else // ignore adaptive for non-linux platform
PthreadCall("init mutex", pthread_mutex_init(&mu_, NULL));
PthreadCall("init mutex", pthread_mutex_init(&mu_, nullptr));
#endif // OS_LINUX
}
@ -71,7 +71,7 @@ void Mutex::AssertHeld() {
CondVar::CondVar(Mutex* mu)
: mu_(mu) {
PthreadCall("init cv", pthread_cond_init(&cv_, NULL));
PthreadCall("init cv", pthread_cond_init(&cv_, nullptr));
}
CondVar::~CondVar() { PthreadCall("destroy cv", pthread_cond_destroy(&cv_)); }
@ -115,7 +115,9 @@ void CondVar::SignalAll() {
PthreadCall("broadcast", pthread_cond_broadcast(&cv_));
}
RWMutex::RWMutex() { PthreadCall("init mutex", pthread_rwlock_init(&mu_, NULL)); }
RWMutex::RWMutex() {
PthreadCall("init mutex", pthread_rwlock_init(&mu_, nullptr));
}
RWMutex::~RWMutex() { PthreadCall("destroy mutex", pthread_rwlock_destroy(&mu_)); }

200
util/rate_limiter.cc Normal file
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@ -0,0 +1,200 @@
// Copyright (c) 2014, Facebook, Inc. All rights reserved.
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree. An additional grant
// of patent rights can be found in the PATENTS file in the same directory.
//
// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file. See the AUTHORS file for names of contributors.
#include "util/rate_limiter.h"
#include "rocksdb/env.h"
namespace rocksdb {
// Pending request
struct RateLimiter::Req {
explicit Req(int64_t bytes, port::Mutex* mu) :
bytes(bytes), cv(mu), granted(false) {}
int64_t bytes;
port::CondVar cv;
bool granted;
};
RateLimiter::RateLimiter(int64_t rate_bytes_per_sec, int64_t refill_period_us,
int32_t fairness)
: refill_period_us_(refill_period_us),
refill_bytes_per_period_(rate_bytes_per_sec * refill_period_us / 1000000.0),
env_(Env::Default()),
stop_(false),
exit_cv_(&request_mutex_),
requests_to_wait_(0),
total_requests_{0, 0},
total_bytes_through_{0, 0},
available_bytes_(0),
next_refill_us_(env_->NowMicros()),
fairness_(fairness > 100 ? 100 : fairness),
rnd_((uint32_t)time(nullptr)),
leader_(nullptr) {
total_bytes_through_[0] = 0;
total_bytes_through_[1] = 0;
}
RateLimiter::~RateLimiter() {
MutexLock g(&request_mutex_);
stop_ = true;
requests_to_wait_ = queue_[Env::IO_LOW].size() + queue_[Env::IO_HIGH].size();
for (auto& r : queue_[Env::IO_HIGH]) {
r->cv.Signal();
}
for (auto& r : queue_[Env::IO_LOW]) {
r->cv.Signal();
}
while (requests_to_wait_ > 0) {
exit_cv_.Wait();
}
}
void RateLimiter::Request(int64_t bytes, const Env::IOPriority pri) {
assert(bytes < refill_bytes_per_period_);
MutexLock g(&request_mutex_);
if (stop_) {
return;
}
++total_requests_[pri];
if (available_bytes_ >= bytes) {
// Refill thread assigns quota and notifies requests waiting on
// the queue under mutex. So if we get here, that means nobody
// is waiting?
available_bytes_ -= bytes;
total_bytes_through_[pri] += bytes;
return;
}
// Request cannot be satisfied at this moment, enqueue
Req r(bytes, &request_mutex_);
queue_[pri].push_back(&r);
do {
bool timedout = false;
// Leader election, candidates can be:
// (1) a new incoming request,
// (2) a previous leader, whose quota has not been not assigned yet due
// to lower priority
// (3) a previous waiter at the front of queue, who got notified by
// previous leader
if (leader_ == nullptr &&
((!queue_[Env::IO_HIGH].empty() &&
&r == queue_[Env::IO_HIGH].front()) ||
(!queue_[Env::IO_LOW].empty() &&
&r == queue_[Env::IO_LOW].front()))) {
leader_ = &r;
timedout = r.cv.TimedWait(next_refill_us_);
} else {
// Not at the front of queue or an leader has already been elected
r.cv.Wait();
}
// request_mutex_ is held from now on
if (stop_) {
--requests_to_wait_;
exit_cv_.Signal();
return;
}
// Make sure the waken up request is always the header of its queue
assert(r.granted ||
(!queue_[Env::IO_HIGH].empty() &&
&r == queue_[Env::IO_HIGH].front()) ||
(!queue_[Env::IO_LOW].empty() &&
&r == queue_[Env::IO_LOW].front()));
assert(leader_ == nullptr ||
(!queue_[Env::IO_HIGH].empty() &&
leader_ == queue_[Env::IO_HIGH].front()) ||
(!queue_[Env::IO_LOW].empty() &&
leader_ == queue_[Env::IO_LOW].front()));
if (leader_ == &r) {
// Waken up from TimedWait()
if (timedout) {
// Time to do refill!
Refill();
// Re-elect a new leader regardless. This is to simplify the
// election handling.
leader_ = nullptr;
// Notify the header of queue if current leader is going away
if (r.granted) {
// Current leader already got granted with quota. Notify header
// of waiting queue to participate next round of election.
assert((queue_[Env::IO_HIGH].empty() ||
&r != queue_[Env::IO_HIGH].front()) &&
(queue_[Env::IO_LOW].empty() ||
&r != queue_[Env::IO_LOW].front()));
if (!queue_[Env::IO_HIGH].empty()) {
queue_[Env::IO_HIGH].front()->cv.Signal();
} else if (!queue_[Env::IO_LOW].empty()) {
queue_[Env::IO_LOW].front()->cv.Signal();
}
// Done
break;
}
} else {
// Spontaneous wake up, need to continue to wait
assert(!r.granted);
leader_ = nullptr;
}
} else {
// Waken up by previous leader:
// (1) if requested quota is granted, it is done.
// (2) if requested quota is not granted, this means current thread
// was picked as a new leader candidate (previous leader got quota).
// It needs to participate leader election because a new request may
// come in before this thread gets waken up. So it may actually need
// to do Wait() again.
assert(!timedout);
}
} while (!r.granted);
}
void RateLimiter::Refill() {
next_refill_us_ = env_->NowMicros() + refill_period_us_;
// Carry over the left over quota from the last period
if (available_bytes_ < refill_bytes_per_period_) {
available_bytes_ += refill_bytes_per_period_;
}
int use_low_pri_first = rnd_.OneIn(fairness_) ? 0 : 1;
for (int q = 0; q < 2; ++q) {
auto use_pri = (use_low_pri_first == q) ? Env::IO_LOW : Env::IO_HIGH;
auto* queue = &queue_[use_pri];
while (!queue->empty()) {
auto* next_req = queue->front();
if (available_bytes_ < next_req->bytes) {
break;
}
available_bytes_ -= next_req->bytes;
total_bytes_through_[use_pri] += next_req->bytes;
queue->pop_front();
next_req->granted = true;
if (next_req != leader_) {
// Quota granted, signal the thread
next_req->cv.Signal();
}
}
}
}
RateLimiter* NewRateLimiter(
int64_t rate_bytes_per_sec, int64_t refill_period_us, int32_t fairness) {
return new RateLimiter(rate_bytes_per_sec, refill_period_us, fairness);
}
} // namespace rocksdb

88
util/rate_limiter.h Normal file
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@ -0,0 +1,88 @@
// Copyright (c) 2014, Facebook, Inc. All rights reserved.
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree. An additional grant
// of patent rights can be found in the PATENTS file in the same directory.
//
// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file. See the AUTHORS file for names of contributors.
#pragma once
#include <thread>
#include <deque>
#include "port/port_posix.h"
#include "util/mutexlock.h"
#include "util/random.h"
#include "rocksdb/env.h"
namespace rocksdb {
class RateLimiter {
public:
RateLimiter(int64_t refill_bytes, int64_t refill_period_us, int32_t fairness);
~RateLimiter();
// Request for token to write bytes. If this request can not be satisfied,
// the call is blocked. Caller is responsible to make sure
// bytes < GetSingleBurstBytes()
void Request(const int64_t bytes, const Env::IOPriority pri);
int64_t GetTotalBytesThrough(
const Env::IOPriority pri = Env::IO_TOTAL) const {
MutexLock g(&request_mutex_);
if (pri == Env::IO_TOTAL) {
return total_bytes_through_[Env::IO_LOW] +
total_bytes_through_[Env::IO_HIGH];
}
return total_bytes_through_[pri];
}
int64_t GetTotalRequests(const Env::IOPriority pri = Env::IO_TOTAL) const {
MutexLock g(&request_mutex_);
if (pri == Env::IO_TOTAL) {
return total_requests_[Env::IO_LOW] + total_requests_[Env::IO_HIGH];
}
return total_requests_[pri];
}
int64_t GetSingleBurstBytes() const {
// const var
return refill_bytes_per_period_;
}
int64_t GetAvailableBytes() const {
MutexLock g(&request_mutex_);
return available_bytes_;
}
private:
void Refill();
// This mutex guard all internal states
mutable port::Mutex request_mutex_;
const int64_t refill_period_us_;
const int64_t refill_bytes_per_period_;
Env* const env_;
bool stop_;
port::CondVar exit_cv_;
int32_t requests_to_wait_;
int64_t total_requests_[Env::IO_TOTAL];
int64_t total_bytes_through_[Env::IO_TOTAL];
int64_t available_bytes_;
int64_t next_refill_us_;
int32_t fairness_;
Random rnd_;
struct Req;
Req* leader_;
std::deque<Req*> queue_[Env::IO_TOTAL];
};
} // namespace rocksdb

80
util/rate_limiter_test.cc Normal file
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@ -0,0 +1,80 @@
// Copyright (c) 2014, Facebook, Inc. All rights reserved.
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree. An additional grant
// of patent rights can be found in the PATENTS file in the same directory.
//
// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file. See the AUTHORS file for names of contributors.
#include <limits>
#include "util/testharness.h"
#include "util/rate_limiter.h"
#include "util/random.h"
#include "rocksdb/env.h"
namespace rocksdb {
class RateLimiterTest {
};
TEST(RateLimiterTest, StartStop) {
std::unique_ptr<RateLimiter> limiter(new RateLimiter(100, 100, 10));
}
TEST(RateLimiterTest, Rate) {
auto* env = Env::Default();
struct Arg {
Arg(int64_t target_rate, int burst)
: limiter(new RateLimiter(target_rate, 100 * 1000, 10)),
request_size(target_rate / 10),
burst(burst) {}
std::unique_ptr<RateLimiter> limiter;
int64_t request_size;
int burst;
};
auto writer = [](void* p) {
auto* env = Env::Default();
auto* arg = static_cast<Arg*>(p);
// Test for 2 seconds
auto until = env->NowMicros() + 2 * 1000000;
Random r((uint32_t)(env->NowNanos() %
std::numeric_limits<uint32_t>::max()));
while (env->NowMicros() < until) {
for (int i = 0; i < static_cast<int>(r.Skewed(arg->burst) + 1); ++i) {
arg->limiter->Request(r.Uniform(arg->request_size - 1) + 1,
Env::IO_HIGH);
}
arg->limiter->Request(r.Uniform(arg->request_size - 1) + 1,
Env::IO_LOW);
}
};
for (int i = 1; i <= 16; i*=2) {
int64_t target = i * 1024 * 10;
Arg arg(target, i / 4 + 1);
auto start = env->NowMicros();
for (int t = 0; t < i; ++t) {
env->StartThread(writer, &arg);
}
env->WaitForJoin();
auto elapsed = env->NowMicros() - start;
double rate = arg.limiter->GetTotalBytesThrough()
* 1000000.0 / elapsed;
fprintf(stderr, "request size [1 - %ld], limit %ld KB/sec, "
"actual rate: %lf KB/sec, elapsed %.2lf seconds\n",
arg.request_size - 1, target / 1024, rate / 1024,
elapsed / 1000000.0);
ASSERT_GE(rate / target, 0.95);
ASSERT_LE(rate / target, 1.05);
}
}
} // namespace rocksdb
int main(int argc, char** argv) {
return rocksdb::test::RunAllTests();
}

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@ -29,9 +29,10 @@
namespace rocksdb {
namespace {
class RateLimiter {
class BackupRateLimiter {
public:
RateLimiter(Env* env, uint64_t max_bytes_per_second, uint64_t bytes_per_check)
BackupRateLimiter(Env* env, uint64_t max_bytes_per_second,
uint64_t bytes_per_check)
: env_(env),
max_bytes_per_second_(max_bytes_per_second),
bytes_per_check_(bytes_per_check),
@ -240,7 +241,7 @@ class BackupEngineImpl : public BackupEngine {
Env* src_env,
Env* dst_env,
bool sync,
RateLimiter* rate_limiter,
BackupRateLimiter* rate_limiter,
uint64_t* size = nullptr,
uint32_t* checksum_value = nullptr,
uint64_t size_limit = 0);
@ -250,7 +251,7 @@ class BackupEngineImpl : public BackupEngine {
bool shared,
const std::string& src_dir,
const std::string& src_fname, // starts with "/"
RateLimiter* rate_limiter,
BackupRateLimiter* rate_limiter,
uint64_t size_limit = 0,
bool shared_checksum = false);
@ -447,11 +448,11 @@ Status BackupEngineImpl::CreateNewBackup(DB* db, bool flush_before_backup) {
s = backup_env_->CreateDir(
GetAbsolutePath(GetPrivateFileRel(new_backup_id, true)));
unique_ptr<RateLimiter> rate_limiter;
unique_ptr<BackupRateLimiter> rate_limiter;
if (options_.backup_rate_limit > 0) {
copy_file_buffer_size_ = options_.backup_rate_limit / 10;
rate_limiter.reset(new RateLimiter(db_env_, options_.backup_rate_limit,
copy_file_buffer_size_));
rate_limiter.reset(new BackupRateLimiter(db_env_,
options_.backup_rate_limit, copy_file_buffer_size_));
}
// copy live_files
@ -636,11 +637,11 @@ Status BackupEngineImpl::RestoreDBFromBackup(
DeleteChildren(db_dir);
}
unique_ptr<RateLimiter> rate_limiter;
unique_ptr<BackupRateLimiter> rate_limiter;
if (options_.restore_rate_limit > 0) {
copy_file_buffer_size_ = options_.restore_rate_limit / 10;
rate_limiter.reset(new RateLimiter(db_env_, options_.restore_rate_limit,
copy_file_buffer_size_));
rate_limiter.reset(new BackupRateLimiter(db_env_,
options_.restore_rate_limit, copy_file_buffer_size_));
}
Status s;
for (auto& file : backup.GetFiles()) {
@ -752,12 +753,13 @@ Status BackupEngineImpl::PutLatestBackupFileContents(uint32_t latest_backup) {
return s;
}
Status BackupEngineImpl::CopyFile(const std::string& src,
const std::string& dst, Env* src_env,
Env* dst_env, bool sync,
RateLimiter* rate_limiter, uint64_t* size,
uint32_t* checksum_value,
uint64_t size_limit) {
Status BackupEngineImpl::CopyFile(
const std::string& src,
const std::string& dst, Env* src_env,
Env* dst_env, bool sync,
BackupRateLimiter* rate_limiter, uint64_t* size,
uint32_t* checksum_value,
uint64_t size_limit) {
Status s;
unique_ptr<WritableFile> dst_file;
unique_ptr<SequentialFile> src_file;
@ -824,7 +826,7 @@ Status BackupEngineImpl::CopyFile(const std::string& src,
Status BackupEngineImpl::BackupFile(BackupID backup_id, BackupMeta* backup,
bool shared, const std::string& src_dir,
const std::string& src_fname,
RateLimiter* rate_limiter,
BackupRateLimiter* rate_limiter,
uint64_t size_limit,
bool shared_checksum) {