rocksdb/util/rate_limiter.cc

//  Copyright (c) 2011-present, Facebook, Inc.  All rights reserved.
//  This source code is licensed under both the GPLv2 (found in the
//  COPYING file in the root directory) and Apache 2.0 License
//  (found in the LICENSE.Apache file in the root 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 <algorithm>

#include "monitoring/statistics.h"
#include "port/port.h"
#include "rocksdb/convenience.h"
#include "rocksdb/system_clock.h"
#include "rocksdb/utilities/customizable_util.h"
#include "rocksdb/utilities/object_registry.h"
#include "rocksdb/utilities/options_type.h"
#include "test_util/sync_point.h"
#include "util/aligned_buffer.h"
#include "util/string_util.h"

namespace ROCKSDB_NAMESPACE {
size_t RateLimiter::RequestToken(size_t bytes, size_t alignment,
                                 Env::IOPriority io_priority, Statistics* stats,
                                 RateLimiter::OpType op_type) {
  if (io_priority < Env::IO_TOTAL && IsRateLimited(op_type)) {
    bytes = std::min(bytes, static_cast<size_t>(GetSingleBurstBytes()));

    if (alignment > 0) {
      // Here we may actually require more than burst and block
      // but we can not write less than one page at a time on direct I/O
      // thus we may want not to use ratelimiter
      bytes = std::max(alignment, TruncateToPageBoundary(alignment, bytes));
    }
    Request(bytes, io_priority, stats, op_type);
  }
  return bytes;
}

// Pending request
struct GenericRateLimiter::Req {
  explicit Req(int64_t _bytes, port::Mutex* _mu)
      : request_bytes(_bytes), bytes(_bytes), cv(_mu), granted(false) {}
  int64_t request_bytes;
  int64_t bytes;
  port::CondVar cv;
  bool granted;
};

static std::unordered_map<std::string, OptionTypeInfo>
    generic_rate_limiter_type_info = {
#ifndef ROCKSDB_LITE
        {"rate_bytes_per_sec",
         {offsetof(struct GenericRateLimiter::GenericRateLimiterOptions,
                   max_bytes_per_sec),
          OptionType::kInt64T}},
        {"refill_period_us",
         {offsetof(struct GenericRateLimiter::GenericRateLimiterOptions,
                   refill_period_us),
          OptionType::kInt64T}},
        {"fairness",
         {offsetof(struct GenericRateLimiter::GenericRateLimiterOptions,
                   fairness),
          OptionType::kInt32T}},
        {"auto_tuned",
         {offsetof(struct GenericRateLimiter::GenericRateLimiterOptions,
                   auto_tuned),
          OptionType::kBoolean}},
        {"clock",
         OptionTypeInfo::AsCustomSharedPtr<SystemClock>(
             offsetof(struct GenericRateLimiter::GenericRateLimiterOptions,
                      clock),
             OptionVerificationType::kByNameAllowFromNull,
             OptionTypeFlags::kAllowNull)},
#endif  // ROCKSDB_LITE
};

GenericRateLimiter::GenericRateLimiter(
    int64_t rate_bytes_per_sec, int64_t refill_period_us, int32_t fairness,
    RateLimiter::Mode mode, const std::shared_ptr<SystemClock>& clock,
    bool auto_tuned)
    : RateLimiter(mode),
      options_(rate_bytes_per_sec, refill_period_us, fairness, clock,
               auto_tuned),
      stop_(false),
      exit_cv_(&request_mutex_),
      requests_to_wait_(0),
      available_bytes_(0),
      rnd_((uint32_t)time(nullptr)),
      wait_until_refill_pending_(false),
      num_drains_(0),
      prev_num_drains_(0) {
  RegisterOptions(&options_, &generic_rate_limiter_type_info);
  for (int i = Env::IO_LOW; i < Env::IO_TOTAL; ++i) {
    total_requests_[i] = 0;
    total_bytes_through_[i] = 0;
  }
  Initialize();
}
void GenericRateLimiter::Initialize() {
  if (options_.clock == nullptr) {
    options_.clock = SystemClock::Default();
  }
  options_.fairness = std::min(options_.fairness, 100);
  next_refill_us_ = NowMicrosMonotonic();
  tuned_time_ = std::chrono::microseconds(NowMicrosMonotonic());
  if (options_.auto_tuned) {
    rate_bytes_per_sec_ = options_.max_bytes_per_sec / 2;
  } else {
    rate_bytes_per_sec_ = options_.max_bytes_per_sec;
  }
  refill_bytes_per_period_ = CalculateRefillBytesPerPeriod(rate_bytes_per_sec_);
}

GenericRateLimiter::~GenericRateLimiter() {
  MutexLock g(&request_mutex_);
  stop_ = true;
  std::deque<Req*>::size_type queues_size_sum = 0;
  for (int i = Env::IO_LOW; i < Env::IO_TOTAL; ++i) {
    queues_size_sum += queue_[i].size();
  }
  requests_to_wait_ = static_cast<int32_t>(queues_size_sum);

  for (int i = Env::IO_TOTAL - 1; i >= Env::IO_LOW; --i) {
    std::deque<Req*> queue = queue_[i];
    for (auto& r : queue) {
      r->cv.Signal();
    }
  }

  while (requests_to_wait_ > 0) {
    exit_cv_.Wait();
  }
}

Status GenericRateLimiter::PrepareOptions(const ConfigOptions& options) {
  if (options_.fairness <= 0) {
    return Status::InvalidArgument("Fairness must be > 0");
  } else if (options_.max_bytes_per_sec <= 0) {
    return Status::InvalidArgument("max_bytes_per_sec must be > 0");
  } else if (options_.refill_period_us <= 0) {
    return Status::InvalidArgument("Refill_period_us must be > 0");
  }
  Initialize();
  return RateLimiter::PrepareOptions(options);
}

// This API allows user to dynamically change rate limiter's bytes per second.
void GenericRateLimiter::SetBytesPerSecond(int64_t bytes_per_second) {
  assert(bytes_per_second > 0);
  rate_bytes_per_sec_ = bytes_per_second;
  refill_bytes_per_period_.store(
      CalculateRefillBytesPerPeriod(bytes_per_second),
      std::memory_order_relaxed);
}

void GenericRateLimiter::Request(int64_t bytes, const Env::IOPriority pri,
                                 Statistics* stats) {
  assert(bytes <= refill_bytes_per_period_.load(std::memory_order_relaxed));
  bytes = std::max(static_cast<int64_t>(0), bytes);
  TEST_SYNC_POINT("GenericRateLimiter::Request");
  TEST_SYNC_POINT_CALLBACK("GenericRateLimiter::Request:1",
                           &rate_bytes_per_sec_);
  MutexLock g(&request_mutex_);

  if (options_.auto_tuned) {
    static const int kRefillsPerTune = 100;
    std::chrono::microseconds now(NowMicrosMonotonic());
    if (now - tuned_time_ >= kRefillsPerTune * std::chrono::microseconds(
                                                   options_.refill_period_us)) {
      Status s = Tune();
      s.PermitUncheckedError();  //**TODO: What to do on error?
    }
  }

  if (stop_) {
    // It is now in the clean-up of ~GenericRateLimiter().
    // Therefore any new incoming request will exit from here
    // and not get satiesfied.
    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);
  TEST_SYNC_POINT_CALLBACK("GenericRateLimiter::Request:PostEnqueueRequest",
                           &request_mutex_);
  // A thread representing a queued request coordinates with other such threads.
  // There are two main duties.
  //
  // (1) Waiting for the next refill time.
  // (2) Refilling the bytes and granting requests.
  do {
    int64_t time_until_refill_us = next_refill_us_ - NowMicrosMonotonic();
    if (time_until_refill_us > 0) {
      if (wait_until_refill_pending_) {
        // Somebody is performing (1). Trust we'll be woken up when our request
        // is granted or we are needed for future duties.
        r.cv.Wait();
      } else {
        // Whichever thread reaches here first performs duty (1) as described
        // above.
        int64_t wait_until = options_.clock->NowMicros() + time_until_refill_us;
        RecordTick(stats, NUMBER_RATE_LIMITER_DRAINS);
        ++num_drains_;
        wait_until_refill_pending_ = true;
        r.cv.TimedWait(wait_until);
        TEST_SYNC_POINT_CALLBACK("GenericRateLimiter::Request:PostTimedWait",
                                 &time_until_refill_us);
        wait_until_refill_pending_ = false;
      }
    } else {
      // Whichever thread reaches here first performs duty (2) as described
      // above.
      RefillBytesAndGrantRequests();
      if (r.granted) {
        // If there is any remaining requests, make sure there exists at least
        // one candidate is awake for future duties by signaling a front request
        // of a queue.
        for (int i = Env::IO_TOTAL - 1; i >= Env::IO_LOW; --i) {
          std::deque<Req*> queue = queue_[i];
          if (!queue.empty()) {
            queue.front()->cv.Signal();
            break;
          }
        }
      }
    }
    // Invariant: non-granted request is always in one queue, and granted
    // request is always in zero queues.
#ifndef NDEBUG
    int num_found = 0;
    for (int i = Env::IO_LOW; i < Env::IO_TOTAL; ++i) {
      if (std::find(queue_[i].begin(), queue_[i].end(), &r) !=
          queue_[i].end()) {
        ++num_found;
      }
    }
    if (r.granted) {
      assert(num_found == 0);
    } else {
      assert(num_found == 1);
    }
#endif  // NDEBUG
  } while (!stop_ && !r.granted);

  if (stop_) {
    // It is now in the clean-up of ~GenericRateLimiter().
    // Therefore any woken-up request will have come out of the loop and then
    // exit here. It might or might not have been satisfied.
    --requests_to_wait_;
    exit_cv_.Signal();
  }
}

std::vector<Env::IOPriority>
GenericRateLimiter::GeneratePriorityIterationOrder() {
  std::vector<Env::IOPriority> pri_iteration_order(Env::IO_TOTAL /* 4 */);
  // We make Env::IO_USER a superior priority by always iterating its queue
  // first
  pri_iteration_order[0] = Env::IO_USER;

  bool high_pri_iterated_after_mid_low_pri = rnd_.OneIn(options_.fairness);
  TEST_SYNC_POINT_CALLBACK(
      "GenericRateLimiter::GeneratePriorityIterationOrder::"
      "PostRandomOneInFairnessForHighPri",
      &high_pri_iterated_after_mid_low_pri);
  bool mid_pri_itereated_after_low_pri = rnd_.OneIn(options_.fairness);
  TEST_SYNC_POINT_CALLBACK(
      "GenericRateLimiter::GeneratePriorityIterationOrder::"
      "PostRandomOneInFairnessForMidPri",
      &mid_pri_itereated_after_low_pri);

  if (high_pri_iterated_after_mid_low_pri) {
    pri_iteration_order[3] = Env::IO_HIGH;
    pri_iteration_order[2] =
        mid_pri_itereated_after_low_pri ? Env::IO_MID : Env::IO_LOW;
    pri_iteration_order[1] =
        (pri_iteration_order[2] == Env::IO_MID) ? Env::IO_LOW : Env::IO_MID;
  } else {
    pri_iteration_order[1] = Env::IO_HIGH;
    pri_iteration_order[3] =
        mid_pri_itereated_after_low_pri ? Env::IO_MID : Env::IO_LOW;
    pri_iteration_order[2] =
        (pri_iteration_order[3] == Env::IO_MID) ? Env::IO_LOW : Env::IO_MID;
  }

  TEST_SYNC_POINT_CALLBACK(
      "GenericRateLimiter::GeneratePriorityIterationOrder::"
      "PreReturnPriIterationOrder",
      &pri_iteration_order);
  return pri_iteration_order;
}

void GenericRateLimiter::RefillBytesAndGrantRequests() {
  TEST_SYNC_POINT("GenericRateLimiter::RefillBytesAndGrantRequests");
  next_refill_us_ = NowMicrosMonotonic() + options_.refill_period_us;
  // Carry over the left over quota from the last period
  auto refill_bytes_per_period =
      refill_bytes_per_period_.load(std::memory_order_relaxed);
  if (available_bytes_ < refill_bytes_per_period) {
    available_bytes_ += refill_bytes_per_period;
  }

  std::vector<Env::IOPriority> pri_iteration_order =
      GeneratePriorityIterationOrder();

  for (int i = Env::IO_LOW; i < Env::IO_TOTAL; ++i) {
    assert(!pri_iteration_order.empty());
    Env::IOPriority current_pri = pri_iteration_order[i];
    auto* queue = &queue_[current_pri];
    while (!queue->empty()) {
      auto* next_req = queue->front();
      if (available_bytes_ < next_req->request_bytes) {
        // Grant partial request_bytes to avoid starvation of requests
        // that become asking for more bytes than available_bytes_
        // due to dynamically reduced rate limiter's bytes_per_second that
        // leads to reduced refill_bytes_per_period hence available_bytes_
        next_req->request_bytes -= available_bytes_;
        available_bytes_ = 0;
        break;
      }
      available_bytes_ -= next_req->request_bytes;
      next_req->request_bytes = 0;
      total_bytes_through_[current_pri] += next_req->bytes;
      queue->pop_front();

      next_req->granted = true;
      // Quota granted, signal the thread to exit
      next_req->cv.Signal();
    }
  }
}

int64_t GenericRateLimiter::CalculateRefillBytesPerPeriod(
    int64_t rate_bytes_per_sec) {
  if (port::kMaxInt64 / rate_bytes_per_sec < options_.refill_period_us) {
    // Avoid unexpected result in the overflow case. The result now is still
    // inaccurate but is a number that is large enough.
    return port::kMaxInt64 / 1000000;
  } else {
    return rate_bytes_per_sec * options_.refill_period_us / 1000000;
  }
}

Status GenericRateLimiter::Tune() {
  const int kLowWatermarkPct = 50;
  const int kHighWatermarkPct = 90;
  const int kAdjustFactorPct = 5;
  // computed rate limit will be in
  // `[max_bytes_per_sec_ / kAllowedRangeFactor, max_bytes_per_sec_]`.
  const int kAllowedRangeFactor = 20;

  std::chrono::microseconds prev_tuned_time = tuned_time_;
  tuned_time_ = std::chrono::microseconds(NowMicrosMonotonic());

  int64_t elapsed_intervals =
      (tuned_time_ - prev_tuned_time +
       std::chrono::microseconds(options_.refill_period_us) -
       std::chrono::microseconds(1)) /
      std::chrono::microseconds(options_.refill_period_us);
  // We tune every kRefillsPerTune intervals, so the overflow and division-by-
  // zero conditions should never happen.
  assert(num_drains_ - prev_num_drains_ <= port::kMaxInt64 / 100);
  assert(elapsed_intervals > 0);
  int64_t drained_pct =
      (num_drains_ - prev_num_drains_) * 100 / elapsed_intervals;

  int64_t prev_bytes_per_sec = GetBytesPerSecond();
  int64_t new_bytes_per_sec;
  if (drained_pct == 0) {
    new_bytes_per_sec = options_.max_bytes_per_sec / kAllowedRangeFactor;
  } else if (drained_pct < kLowWatermarkPct) {
    // sanitize to prevent overflow
    int64_t sanitized_prev_bytes_per_sec =
        std::min(prev_bytes_per_sec, port::kMaxInt64 / 100);
    new_bytes_per_sec =
        std::max(options_.max_bytes_per_sec / kAllowedRangeFactor,
                 sanitized_prev_bytes_per_sec * 100 / (100 + kAdjustFactorPct));
  } else if (drained_pct > kHighWatermarkPct) {
    // sanitize to prevent overflow
    int64_t sanitized_prev_bytes_per_sec = std::min(
        prev_bytes_per_sec, port::kMaxInt64 / (100 + kAdjustFactorPct));
    new_bytes_per_sec =
        std::min(options_.max_bytes_per_sec,
                 sanitized_prev_bytes_per_sec * (100 + kAdjustFactorPct) / 100);
  } else {
    new_bytes_per_sec = prev_bytes_per_sec;
  }
  if (new_bytes_per_sec != prev_bytes_per_sec) {
    SetBytesPerSecond(new_bytes_per_sec);
  }
  num_drains_ = prev_num_drains_;
  return Status::OK();
}

RateLimiter* NewGenericRateLimiter(
    int64_t rate_bytes_per_sec, int64_t refill_period_us /* = 100 * 1000 */,
    int32_t fairness /* = 10 */,
    RateLimiter::Mode mode /* = RateLimiter::Mode::kWritesOnly */,
    bool auto_tuned /* = false */) {
  assert(rate_bytes_per_sec > 0);
  assert(refill_period_us > 0);
  assert(fairness > 0);
  std::unique_ptr<RateLimiter> limiter(
      new GenericRateLimiter(rate_bytes_per_sec, refill_period_us, fairness,
                             mode, SystemClock::Default(), auto_tuned));
  Status s = limiter->PrepareOptions(ConfigOptions());
  if (s.ok()) {
    return limiter.release();
  } else {
    assert(false);
    return nullptr;
  }
}
namespace {
#ifndef ROCKSDB_LITE
static int RegisterBuiltinRateLimiters(ObjectLibrary& library,
                                       const std::string& /*arg*/) {
  library.AddFactory<RateLimiter>(
      GenericRateLimiter::kClassName(),
      [](const std::string& /*uri*/, std::unique_ptr<RateLimiter>* guard,
         std::string* /*errmsg*/) {
        guard->reset(new GenericRateLimiter(port::kMaxInt64));
        return guard->get();
      });
  size_t num_types;
  return static_cast<int>(library.GetFactoryCount(&num_types));
}

static std::unordered_map<std::string, RateLimiter::Mode>
    rate_limiter_mode_map = {
        {"kReadsOnly", RateLimiter::Mode::kReadsOnly},
        {"kWritesOnly", RateLimiter::Mode::kWritesOnly},
        {"kAllIo", RateLimiter::Mode::kAllIo},
};
#endif  // ROCKSDB_LITE
static bool LoadRateLimiter(const std::string& name,
                            std::shared_ptr<RateLimiter>* limiter) {
  auto plen = strlen(GenericRateLimiter::kClassName());
  if (name.size() > plen + 2 && name[plen] == ':' &&
      StartsWith(name, GenericRateLimiter::kClassName())) {
    auto rate = ParseInt64(name.substr(plen + 1));
    limiter->reset(new GenericRateLimiter(rate));
    return true;
  } else {
    return false;
  }
}

static std::unordered_map<std::string, OptionTypeInfo> rate_limiter_type_info =
    {
#ifndef ROCKSDB_LITE
        {"mode",
         OptionTypeInfo::Enum<RateLimiter::Mode>(0, &rate_limiter_mode_map)},
#endif  // ROCKSDB_LITE
};
}  // namespace

RateLimiter::RateLimiter(Mode mode) : mode_(mode) {
  RegisterOptions("", &mode_, &rate_limiter_type_info);
}

Status RateLimiter::CreateFromString(const ConfigOptions& config_options,
                                     const std::string& value,
                                     std::shared_ptr<RateLimiter>* result) {
  if (value.empty()) {
    result->reset();
    return Status::OK();
  } else {
#ifndef ROCKSDB_LITE
    static std::once_flag once;
    std::call_once(once, [&]() {
      RegisterBuiltinRateLimiters(*(ObjectLibrary::Default().get()), "");
    });
#endif  // ROCKSDB_LITE
    return LoadSharedObject<RateLimiter>(config_options, value, LoadRateLimiter,
                                         result);
  }
}

}  // namespace ROCKSDB_NAMESPACE