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Add batching to writes #1076

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Jan 4, 2024
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1 change: 1 addition & 0 deletions CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -184,6 +184,7 @@ if (tests)
unittests/SubscriptionTests.cpp
unittests/SubscriptionManagerTests.cpp
unittests/util/AssertTests.cpp
unittests/util/BatchingTests.cpp
unittests/util/TestObject.cpp
unittests/util/StringUtils.cpp
unittests/util/prometheus/CounterTests.cpp
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3 changes: 2 additions & 1 deletion example-config.json
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,8 @@
//
// Advanced options. USE AT OWN RISK:
// ---
"core_connections_per_host": 1 // Defaults to 1
"core_connections_per_host": 1, // Defaults to 1
"write_batch_size": 20 // Defaults to 20
//
// Below options will use defaults from cassandra driver if left unspecified.
// See https://docs.datastax.com/en/developer/cpp-driver/2.17/api/struct.CassCluster/ for details.
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2 changes: 1 addition & 1 deletion src/data/cassandra/SettingsProvider.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -122,8 +122,8 @@ SettingsProvider::parseSettings() const
config_.valueOr<uint32_t>("max_read_requests_outstanding", settings.maxReadRequestsOutstanding);
settings.coreConnectionsPerHost =
config_.valueOr<uint32_t>("core_connections_per_host", settings.coreConnectionsPerHost);

settings.queueSizeIO = config_.maybeValue<uint32_t>("queue_size_io");
settings.writeBatchSize = config_.valueOr<std::size_t>("write_batch_size", settings.writeBatchSize);

auto const connectTimeoutSecond = config_.maybeValue<uint32_t>("connect_timeout");
if (connectTimeoutSecond)
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1 change: 1 addition & 0 deletions src/data/cassandra/impl/Cluster.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -83,6 +83,7 @@ Cluster::Cluster(Settings const& settings) : ManagedObject{cass_cluster_new(), c
LOG(log_.info()) << "Threads: " << settings.threads;
LOG(log_.info()) << "Core connections per host: " << settings.coreConnectionsPerHost;
LOG(log_.info()) << "IO queue size: " << queueSize;
LOG(log_.info()) << "Batched writes auto-chunk size: " << settings.writeBatchSize;
}

void
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5 changes: 5 additions & 0 deletions src/data/cassandra/impl/Cluster.h
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,8 @@ struct Settings {
static constexpr std::size_t DEFAULT_CONNECTION_TIMEOUT = 10000;
static constexpr uint32_t DEFAULT_MAX_WRITE_REQUESTS_OUTSTANDING = 10'000;
static constexpr uint32_t DEFAULT_MAX_READ_REQUESTS_OUTSTANDING = 100'000;
static constexpr std::size_t DEFAULT_BATCH_SIZE = 20;

/**
* @brief Represents the configuration of contact points for cassandra.
*/
Expand Down Expand Up @@ -81,6 +83,9 @@ struct Settings {
/** @brief The number of connection per host to always have active */
uint32_t coreConnectionsPerHost = 1u;

/** @brief Size of batches when writing */
std::size_t writeBatchSize = DEFAULT_BATCH_SIZE;

/** @brief Size of the IO queue */
std::optional<uint32_t> queueSizeIO{};

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42 changes: 26 additions & 16 deletions src/data/cassandra/impl/ExecutionStrategy.h
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@
#include "data/cassandra/Types.h"
#include "data/cassandra/impl/AsyncExecutor.h"
#include "util/Assert.h"
#include "util/Batching.h"
#include "util/Expected.h"
#include "util/log/Logger.h"

Expand Down Expand Up @@ -59,6 +60,8 @@
std::uint32_t maxReadRequestsOutstanding_;
std::atomic_uint32_t numReadRequestsOutstanding_ = 0;

std::size_t writeBatchSize_;

std::mutex throttleMutex_;
std::condition_variable throttleCv_;

Expand Down Expand Up @@ -93,6 +96,7 @@
)
: maxWriteRequestsOutstanding_{settings.maxWriteRequestsOutstanding}
, maxReadRequestsOutstanding_{settings.maxReadRequestsOutstanding}
, writeBatchSize_{settings.writeBatchSize}

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, work_{ioc_}
, handle_{std::cref(handle)}
, thread_{[this]() { ioc_.run(); }}
Expand Down Expand Up @@ -214,22 +218,28 @@
if (statements.empty())
return;

auto const startTime = std::chrono::steady_clock::now();

incrementOutstandingRequestCount();

counters_->registerWriteStarted();
// Note: lifetime is controlled by std::shared_from_this internally
AsyncExecutor<std::decay_t<decltype(statements)>, HandleType>::run(
ioc_,
handle_,
std::move(statements),
[this, startTime](auto const&) {
decrementOutstandingRequestCount();
counters_->registerWriteFinished(startTime);
},
[this]() { counters_->registerWriteRetry(); }
);
util::forEachBatch(std::move(statements), writeBatchSize_, [this](auto begin, auto end) {
auto const startTime = std::chrono::steady_clock::now();
auto chunk = std::vector<StatementType>{};

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chunk.reserve(std::distance(begin, end));
std::move(begin, end, std::back_inserter(chunk));

incrementOutstandingRequestCount();
counters_->registerWriteStarted();

// Note: lifetime is controlled by std::shared_from_this internally
AsyncExecutor<std::decay_t<decltype(chunk)>, HandleType>::run(
ioc_,
handle_,
std::move(chunk),
[this, startTime](auto const&) {
decrementOutstandingRequestCount();
counters_->registerWriteFinished(startTime);

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},
[this]() { counters_->registerWriteRetry(); }

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);
});

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}

/**
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45 changes: 45 additions & 0 deletions src/util/Batching.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,45 @@
//------------------------------------------------------------------------------
/*
This file is part of clio: https://github.com/XRPLF/clio
Copyright (c) 2024, the clio developers.

Permission to use, copy, modify, and distribute this software for any
purpose with or without fee is hereby granted, provided that the above
copyright notice and this permission notice appear in all copies.

THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES
WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR
ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
*/
//==============================================================================

#pragma once

#include "util/Assert.h"

#include <algorithm>
#include <cstdint>
#include <ranges>

namespace util {

void
forEachBatch(std::ranges::forward_range auto&& container, std::size_t batchSize, auto&& fn)
{
ASSERT(batchSize > 0, "Batch size must be greater than 0");

auto const totalSize = container.size();
auto const batches = totalSize / batchSize + (totalSize % batchSize ? 1 : 0);

for (auto i = 0u; i < batches; ++i) {
auto const start = i * batchSize;
auto const end = std::min(start + batchSize, totalSize);
fn(container.begin() + start, container.begin() + end);
}
}

} // namespace util
76 changes: 76 additions & 0 deletions unittests/util/BatchingTests.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,76 @@
//------------------------------------------------------------------------------
/*
This file is part of clio: https://github.com/XRPLF/clio
Copyright (c) 2024, the clio developers.

Permission to use, copy, modify, and distribute this software for any
purpose with or without fee is hereby granted, provided that the above
copyright notice and this permission notice appear in all copies.

THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES
WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR
ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
*/
//==============================================================================

#include "util/Batching.h"

#include <gtest/gtest.h>

#include <algorithm>

TEST(BatchingTests, simpleBatch)
{
std::vector<int> const input{1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
std::vector<int> output;

util::forEachBatch(input, 3, [&](auto begin, auto end) {
std::copy(begin, end, std::back_inserter(output));
EXPECT_LE(std::distance(begin, end), 3);
});

EXPECT_EQ(input, output);
}

TEST(BatchingTests, simpleBatchEven)
{
std::vector<int> const input{1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
std::vector<int> output;

util::forEachBatch(input, 2, [&](auto begin, auto end) {
std::copy(begin, end, std::back_inserter(output));
EXPECT_LE(std::distance(begin, end), 2);
});

EXPECT_EQ(input, output);
}

TEST(BatchingTests, batchSizeBiggerThanInput)
{
std::vector<int> const input{1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
std::vector<int> output;

util::forEachBatch(input, 20, [&](auto begin, auto end) {
std::copy(begin, end, std::back_inserter(output));
EXPECT_LE(std::distance(begin, end), 20);
});

EXPECT_EQ(input, output);
}

TEST(BatchingTests, emptyInput)
{
std::vector<int> const input{};
std::vector<int> output;

util::forEachBatch(input, 20, [&](auto begin, auto end) {
std::copy(begin, end, std::back_inserter(output));
ASSERT_FALSE(true) << "Should not be called";
});

EXPECT_EQ(input, output);
}