Skip to content

Added per tier pool class rolling average latency #96

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Aug 4, 2022
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 3 additions & 3 deletions cachelib/allocator/Cache.h
Original file line number Diff line number Diff line change
Expand Up @@ -84,7 +84,7 @@ class CacheBase {
CacheBase& operator=(CacheBase&&) = default;

// TODO: come up with some reasonable number
static constexpr unsigned kMaxTiers = 8;
static constexpr unsigned kMaxTiers = 2;

// Get a string referring to the cache name for this cache
virtual const std::string getCacheName() const = 0;
Expand All @@ -100,8 +100,8 @@ class CacheBase {
// @param poolId the pool id
virtual PoolStats getPoolStats(PoolId poolId) const = 0;

virtual AllocationClassBaseStat getAllocationClassStats(TierId, PoolId pid, ClassId cid)
const = 0;
virtual AllocationClassBaseStat getAllocationClassStats(
TierId, PoolId pid, ClassId cid) const = 0;

// @param poolId the pool id
virtual AllSlabReleaseEvents getAllSlabReleaseEvents(PoolId poolId) const = 0;
Expand Down
4 changes: 4 additions & 0 deletions cachelib/allocator/CacheAllocator-inl.h
Original file line number Diff line number Diff line change
Expand Up @@ -382,6 +382,7 @@ CacheAllocator<CacheTrait>::allocateInternalTier(TierId tid,

// the allocation class in our memory allocator.
const auto cid = allocator_[tid]->getAllocationClassId(pid, requiredSize);
util::RollingLatencyTracker rollTracker{(*stats_.classAllocLatency)[tid][pid][cid]};

// TODO: per-tier
(*stats_.allocAttempts)[pid][cid].inc();
Expand Down Expand Up @@ -480,6 +481,8 @@ CacheAllocator<CacheTrait>::allocateChainedItemInternal(
const auto pid = allocator_[tid]->getAllocInfo(parent->getMemory()).poolId;
const auto cid = allocator_[tid]->getAllocationClassId(pid, requiredSize);

util::RollingLatencyTracker rollTracker{(*stats_.classAllocLatency)[tid][pid][cid]};

// TODO: per-tier? Right now stats_ are not used in any public periodic
// worker
(*stats_.allocAttempts)[pid][cid].inc();
Expand Down Expand Up @@ -2540,6 +2543,7 @@ AllocationClassBaseStat CacheAllocator<CacheTrait>::getAllocationClassStats(
} else {
stats.approxFreePercent = ac.approxFreePercentage();
}
stats.allocLatencyNs = (*stats_.classAllocLatency)[tid][pid][cid];

return stats;
}
Expand Down
2 changes: 2 additions & 0 deletions cachelib/allocator/CacheStats.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,8 @@ void Stats::init() {
initToZero(*fragmentationSize);
initToZero(*chainedItemEvictions);
initToZero(*regularItemEvictions);

classAllocLatency = std::make_unique<PerTierPoolClassRollingStats>();
}

template <int>
Expand Down
4 changes: 4 additions & 0 deletions cachelib/allocator/CacheStats.h
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@
#include "cachelib/allocator/memory/Slab.h"
#include "cachelib/common/FastStats.h"
#include "cachelib/common/PercentileStats.h"
#include "cachelib/common/RollingStats.h"
#include "cachelib/common/Time.h"

namespace facebook {
Expand Down Expand Up @@ -107,6 +108,9 @@ struct AllocationClassBaseStat {

// percent of free memory in this class
double approxFreePercent{0.0};

// Rolling allocation latency (in ns)
util::RollingStats allocLatencyNs;
};

// cache related stats for a given allocation class.
Expand Down
9 changes: 9 additions & 0 deletions cachelib/allocator/CacheStatsInternal.h
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
#include "cachelib/allocator/Cache.h"
#include "cachelib/allocator/memory/MemoryAllocator.h"
#include "cachelib/common/AtomicCounter.h"
#include "cachelib/common/RollingStats.h"

namespace facebook {
namespace cachelib {
Expand Down Expand Up @@ -221,6 +222,14 @@ struct Stats {
std::unique_ptr<PerPoolClassAtomicCounters> chainedItemEvictions{};
std::unique_ptr<PerPoolClassAtomicCounters> regularItemEvictions{};

using PerTierPoolClassRollingStats = std::array<
std::array<std::array<util::RollingStats, MemoryAllocator::kMaxClasses>,
MemoryPoolManager::kMaxPools>,
CacheBase::kMaxTiers>;

// rolling latency tracking for every alloc class in every pool
std::unique_ptr<PerTierPoolClassRollingStats> classAllocLatency{};

// Eviction failures due to parent cannot be removed from access container
AtomicCounter evictFailParentAC{0};

Expand Down
30 changes: 16 additions & 14 deletions cachelib/cachebench/cache/CacheStats.h
Original file line number Diff line number Diff line change
Expand Up @@ -96,7 +96,8 @@ struct Stats {
uint64_t invalidDestructorCount{0};
int64_t unDestructedItemCount{0};

std::map<TierId, std::map<PoolId, std::map<ClassId, AllocationClassBaseStat>>> allocationClassStats;
std::map<TierId, std::map<PoolId, std::map<ClassId, AllocationClassBaseStat>>>
allocationClassStats;

std::vector<double> slabsApproxFreePercentages;

Expand All @@ -122,7 +123,9 @@ struct Stats {

if (FLAGS_report_memory_usage_stats) {
for (TierId tid = 0; tid < slabsApproxFreePercentages.size(); tid++) {
out << folly::sformat("tid{:2} free slabs : {:.2f}%", tid, slabsApproxFreePercentages[tid]) << std::endl;
out << folly::sformat("tid{:2} free slabs : {:.2f}%", tid,
slabsApproxFreePercentages[tid])
<< std::endl;
}

auto formatMemory = [](size_t bytes) -> std::tuple<std::string, double> {
Expand All @@ -142,26 +145,25 @@ struct Stats {
};

auto foreachAC = [&](auto cb) {
for (auto &tidStats : allocationClassStats) {
for (auto &pidStat : tidStats.second) {
for (auto &cidStat : pidStat.second) {
for (auto& tidStats : allocationClassStats) {
for (auto& pidStat : tidStats.second) {
for (auto& cidStat : pidStat.second) {
cb(tidStats.first, pidStat.first, cidStat.first, cidStat.second);
}
}
}
};

foreachAC([&](auto tid, auto pid, auto cid, auto stats){
foreachAC([&](auto tid, auto pid, auto cid, auto stats) {
auto [allocSizeSuffix, allocSize] = formatMemory(stats.allocSize);
auto [memorySizeSuffix, memorySize] = formatMemory(stats.memorySize);
out << folly::sformat("tid{:2} pid{:2} cid{:4} {:8.2f}{} memorySize: {:8.2f}{}",
tid, pid, cid, allocSize, allocSizeSuffix, memorySize, memorySizeSuffix) << std::endl;
});

foreachAC([&](auto tid, auto pid, auto cid, auto stats){
auto [allocSizeSuffix, allocSize] = formatMemory(stats.allocSize);
out << folly::sformat("tid{:2} pid{:2} cid{:4} {:8.2f}{} free: {:4.2f}%",
tid, pid, cid, allocSize, allocSizeSuffix, stats.approxFreePercent) << std::endl;
out << folly::sformat(
"tid{:2} pid{:2} cid{:4} {:8.2f}{} memorySize:{:8.2f}{} "
"free:{:4.2f}% rollingAvgAllocLatency:{:8.2f}ns",
tid, pid, cid, allocSize, allocSizeSuffix, memorySize,
memorySizeSuffix, stats.approxFreePercent,
stats.allocLatencyNs.estimate())
<< std::endl;
});
}

Expand Down
90 changes: 90 additions & 0 deletions cachelib/common/RollingStats.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,90 @@
/*
* Copyright (c) Facebook, Inc. and its affiliates.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

#pragma once

#include <folly/Range.h>
#include <folly/logging/xlog.h>

#include "cachelib/common/Utils.h"

namespace facebook {
namespace cachelib {
namespace util {

class RollingStats {
public:
// track latency by taking the value of duration directly.
void trackValue(double value) {
// This is a highly unlikely scenario where
// cnt_ reaches numerical limits. Skip update
// of the rolling average anymore.
if (cnt_ == std::numeric_limits<uint64_t>::max()) {
cnt_ = 0;
return;
}
auto ratio = static_cast<double>(cnt_) / (cnt_ + 1);
avg_ *= ratio;
++cnt_;
avg_ += value / cnt_;
}

// Return the rolling average.
double estimate() { return avg_; }

private:
double avg_{0};
uint64_t cnt_{0};
};

class RollingLatencyTracker {
public:
explicit RollingLatencyTracker(RollingStats& stats)
: stats_(&stats), begin_(std::chrono::steady_clock::now()) {}
RollingLatencyTracker() {}
~RollingLatencyTracker() {
if (stats_) {
auto tp = std::chrono::steady_clock::now();
auto diffNanos =
std::chrono::duration_cast<std::chrono::nanoseconds>(tp - begin_)
.count();
stats_->trackValue(static_cast<double>(diffNanos));
}
}

RollingLatencyTracker(const RollingLatencyTracker&) = delete;
RollingLatencyTracker& operator=(const RollingLatencyTracker&) = delete;

RollingLatencyTracker(RollingLatencyTracker&& rhs) noexcept
: stats_(rhs.stats_), begin_(rhs.begin_) {
rhs.stats_ = nullptr;
}

RollingLatencyTracker& operator=(RollingLatencyTracker&& rhs) noexcept {
if (this != &rhs) {
this->~RollingLatencyTracker();
new (this) RollingLatencyTracker(std::move(rhs));
}
return *this;
}

private:
RollingStats* stats_{nullptr};
std::chrono::time_point<std::chrono::steady_clock> begin_;
};
} // namespace util
} // namespace cachelib
} // namespace facebook