add bufferPool for nimble parallel writer (#103)

Summary: change the buffer class to a bufferPool to handle multihreaded buffers without mutexes Differential Revision: D64774959
facebookincubator · Dec 13, 2024 · 1ca4fa2 · 1ca4fa2
1 parent 2fa1587
commit 1ca4fa2
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Showing 8 changed files with 231 additions and 37 deletions.
diff --git a/dwio/nimble/common/Buffer.h b/dwio/nimble/common/Buffer.h
@@ -34,7 +34,7 @@
 
 namespace facebook::nimble {
 
-// Internally manages memory in chunks. Releases memory only upon destruction.
+// Internally manages memory in chunks. releases memory when destroyed
 // Buffer is NOT threadsafe: external locking is required.
 class Buffer {
   using MemoryPool = facebook::velox::memory::MemoryPool;
@@ -52,7 +52,6 @@ class Buffer {
   // to, and guarantees for the lifetime of *this that that region will remain
   // valid. Does NOT guarantee that the region is initially 0'd.
   char* reserve(uint64_t bytes) {
-    std::scoped_lock<std::mutex> l(mutex_);
     if (reserveEnd_ + bytes <= chunkEnd_) {
       pos_ = reserveEnd_;
       reserveEnd_ += bytes;
@@ -98,11 +97,6 @@ class Buffer {
   char* reserveEnd_;
   std::vector<velox::BufferPtr> chunks_;
   MemoryPool& memoryPool_;
-  // NOTE: this is temporary fix, to quickly enable parallel access to the
-  // buffer class. In the near future, we are going to templetize this class to
-  // produce a concurrent and a non-concurrent variants, and change the call
-  // sites to use each variant when needed.
-  std::mutex mutex_;
 };
 
 } // namespace facebook::nimble
diff --git a/dwio/nimble/common/tests/BufferPoolTests.cpp b/dwio/nimble/common/tests/BufferPoolTests.cpp
@@ -0,0 +1,101 @@
+/*
+ * Copyright (c) Meta Platforms, 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.
+ */
+
+#include <gtest/gtest.h>
+#include "dwio/nimble/common/Exceptions.h"
+#include "dwio/nimble/velox/FieldWriter.h"
+#include "folly/executors/CPUThreadPoolExecutor.h"
+#include "velox/common/memory/Memory.h"
+#include "velox/common/memory/MemoryArbitrator.h"
+#include "velox/common/memory/SharedArbitrator.h"
+#include "velox/dwio/common/ExecutorBarrier.h"
+
+namespace facebook::nimble::test {
+using MemoryPool = velox::memory::MemoryPool;
+using ExecutorBarrier = velox::dwio::common::ExecutorBarrier;
+
+class BufferPoolTest : public ::testing::Test {
+ protected:
+  static void SetUpTestCase() {
+    velox::memory::SharedArbitrator::registerFactory();
+    velox::memory::MemoryManager::testingSetInstance(
+        {.arbitratorKind = "SHARED"});
+  }
+
+  void SetUp() override {
+    rootPool_ = velox::memory::memoryManager()->addRootPool("default_root");
+    leafPool_ = rootPool_->addLeafChild("default_leaf");
+  }
+
+  std::shared_ptr<velox::memory::MemoryPool> rootPool_;
+  std::shared_ptr<velox::memory::MemoryPool> leafPool_;
+};
+
+TEST_F(BufferPoolTest, CreateBufferPoolBadMaxPool) {
+  try {
+    auto bufferPool = BufferPool{*leafPool_, /* maxPoolSize */ 0};
+    FAIL();
+  } catch (const NimbleUserError& e) {
+    EXPECT_EQ(e.errorMessage(), "max pool size must be > 0");
+  }
+}
+
+TEST_F(BufferPoolTest, ReserveBuffer) {
+  auto bufferPool = BufferPool{*leafPool_, /* maxPoolSize */ 10};
+  EXPECT_EQ(bufferPool.size(), 10);
+  {
+    auto buffer = bufferPool.reserveBuffer();
+    EXPECT_EQ(bufferPool.size(), 9);
+  }
+  EXPECT_EQ(bufferPool.size(), 10);
+}
+
+TEST_F(BufferPoolTest, EmptyFillBufferPool) {
+  size_t iterations = 10;
+  auto bufferPool = BufferPool{*leafPool_, /* maxPoolSize */ iterations};
+
+  for (auto i = 0; i < iterations; ++i) {
+    {
+      auto buffer1 = bufferPool.reserveBuffer();
+      auto buffer2 = bufferPool.reserveBuffer();
+      auto buffer3 = bufferPool.reserveBuffer();
+
+      EXPECT_EQ(bufferPool.size(), iterations - 3);
+    }
+    EXPECT_EQ(bufferPool.size(), iterations);
+  }
+}
+
+TEST_F(BufferPoolTest, ParallelFillPool) {
+  auto parallelismFactor = std::thread::hardware_concurrency();
+  auto executor =
+      std::make_shared<folly::CPUThreadPoolExecutor>(parallelismFactor);
+  ExecutorBarrier barrier{executor};
+  auto bufferPool = BufferPool{*leafPool_};
+  EXPECT_EQ(bufferPool.size(), parallelismFactor);
+
+  for (auto i = 0; i < parallelismFactor; ++i) {
+    barrier.add([&]() {
+      for (auto j = 0; j < 100000; ++j) {
+        auto buffer = bufferPool.reserveBuffer();
+      }
+    });
+  }
+
+  barrier.waitAll();
+  EXPECT_LE(bufferPool.size(), parallelismFactor);
+}
+} // namespace facebook::nimble::test
diff --git a/dwio/nimble/velox/FieldWriter.cpp b/dwio/nimble/velox/FieldWriter.cpp
@@ -289,9 +289,8 @@ class SimpleFieldWriter : public FieldWriter {
       const OrderedRanges& ranges,
       folly::Executor*) override {
     auto size = ranges.size();
-    auto& buffer = context_.stringBuffer();
     auto& data = valuesStream_.mutableData();
-
+    auto bufferObject = context_.bufferPool().reserveBuffer();
     if (auto flat = vector->asFlatVector<SourceType>()) {
       valuesStream_.ensureNullsCapacity(flat->mayHaveNulls(), size);
       bool rangeCopied = false;
@@ -331,6 +330,7 @@ class SimpleFieldWriter : public FieldWriter {
             valuesStream_.mutableNonNulls(),
             Flat<SourceType>{vector},
             [&](SourceType value) {
+              auto& buffer = bufferObject.get();
               data.push_back(
                   C::convert(value, buffer, valuesStream_.extraMemory()));
             });
@@ -344,6 +344,7 @@ class SimpleFieldWriter : public FieldWriter {
           valuesStream_.mutableNonNulls(),
           Decoded<SourceType>{decoded},
           [&](SourceType value) {
+            auto& buffer = bufferObject.get();
             data.push_back(
                 C::convert(value, buffer, valuesStream_.extraMemory()));
           });
@@ -1590,6 +1591,66 @@ size_t DecodingContextPool::size() const {
   return pool_.size();
 }
 
+BufferPool::BufferObject::BufferObject(
+    BufferPool& pool,
+    std::unique_ptr<Buffer> buffer)
+    : pool_{pool}, buffer_{std::move(buffer)} {}
+
+BufferPool::BufferObject::~BufferObject() {
+  pool_.addBuffer(std::move(buffer_));
+}
+
+Buffer& BufferPool::BufferObject::get() {
+  return *buffer_;
+}
+
+BufferPool::BufferPool(
+    facebook::velox::memory::MemoryPool& memoryPool,
+    size_t maxPoolSize,
+    uint64_t initialChunkSize)
+    : defaultInitialChunkSize_{initialChunkSize},
+      semaphore_{0},
+      memoryPool_{memoryPool} {
+  NIMBLE_CHECK(maxPoolSize > 0, "max pool size must be > 0")
+  pool_.reserve(maxPoolSize);
+  for (size_t i = 0; i < maxPoolSize; ++i) {
+    pool_.emplace_back(newBuffer());
+    semaphore_.release();
+  }
+}
+
+facebook::velox::memory::MemoryPool& BufferPool::getMemoryPool() {
+  return memoryPool_;
+}
+
+// buffer back to the pool.
+void BufferPool::addBuffer(std::unique_ptr<Buffer> buffer) {
+  std::scoped_lock<std::mutex> lock(mutex_);
+  pool_.push_back(std::move(buffer));
+  semaphore_.release();
+}
+
+// Reserves a buffer from the pool. Adds a new buffer to the pool
+// while there are buffers available
+BufferPool::BufferObject BufferPool::reserveBuffer() {
+  semaphore_.acquire();
+
+  std::scoped_lock<std::mutex> lock(mutex_);
+  auto buffer = std::move(pool_.back());
+  pool_.pop_back();
+
+  return BufferPool::BufferObject{*this, std::move(buffer)};
+}
+
+// Returns estimated number of buffers in the pool
+size_t BufferPool::size() {
+  return pool_.size();
+}
+
+std::unique_ptr<Buffer> BufferPool::newBuffer() {
+  return std::make_unique<Buffer>(memoryPool_, defaultInitialChunkSize_);
+}
+
 std::unique_ptr<FieldWriter> FieldWriter::create(
     FieldWriterContext& context,
     const std::shared_ptr<const velox::dwio::common::TypeWithId>& type,

diff --git a/dwio/nimble/velox/FieldWriter.h b/dwio/nimble/velox/FieldWriter.h
@@ -76,20 +76,59 @@ class DecodingContextPool {
       std::unique_ptr<velox::SelectivityVector> selectivityVector);
 };
 
+// Manages a pool of buffers. Buffers are returned to the pool when released.
+// maxPoolSize should be set to at least 90% of capacity for performance
+class BufferPool {
+ public:
+  class BufferObject {
+   public:
+    explicit BufferObject(BufferPool& pool, std::unique_ptr<Buffer> buffer);
+
+    ~BufferObject();
+    Buffer& get();
+
+   private:
+    BufferPool& pool_;
+    std::unique_ptr<Buffer> buffer_;
+  };
+
+  explicit BufferPool(
+      facebook::velox::memory::MemoryPool& memoryPool,
+      size_t maxPoolSize = std::thread::hardware_concurrency(),
+      uint64_t initialChunkSize = kMinChunkSize);
+
+  facebook::velox::memory::MemoryPool& getMemoryPool();
+  BufferObject reserveBuffer();
+  size_t size();
+
+ private:
+  static const uint64_t kMinChunkSize = 1LL << 20;
+  const uint64_t defaultInitialChunkSize_;
+
+  std::mutex mutex_;
+  std::counting_semaphore<> semaphore_;
+  std::vector<std::unique_ptr<Buffer>> pool_;
+  facebook::velox::memory::MemoryPool& memoryPool_;
+
+  void addBuffer(std::unique_ptr<Buffer> buffer);
+  std::unique_ptr<Buffer> newBuffer();
+};
+
 struct FieldWriterContext {
   explicit FieldWriterContext(
       velox::memory::MemoryPool& memoryPool,
       std::unique_ptr<velox::memory::MemoryReclaimer> reclaimer = nullptr,
-      std::function<void(void)> vectorDecoderVisitor = []() {})
+      std::function<void(void)> vectorDecoderVisitor = []() {},
+      size_t maxPoolSize = std::thread::hardware_concurrency())
       : bufferMemoryPool{memoryPool.addLeafChild(
             "field_writer_buffer",
             true,
             std::move(reclaimer))},
         inputBufferGrowthPolicy{
             DefaultInputBufferGrowthPolicy::withDefaultRanges()},
-        decodingContextPool_{std::move(vectorDecoderVisitor)} {
-    resetStringBuffer();
-  }
+        bufferPool_{
+            std::make_unique<BufferPool>(*bufferMemoryPool, maxPoolSize)},
+        decodingContextPool_{std::move(vectorDecoderVisitor)} {}
 
   std::shared_ptr<velox::memory::MemoryPool> bufferMemoryPool;
   std::mutex flatMapSchemaMutex;
@@ -112,13 +151,8 @@ struct FieldWriterContext {
     return decodingContextPool_.reserveContext();
   }
 
-  Buffer& stringBuffer() {
-    return *buffer_;
-  }
-
-  // Reset writer context for use by next stripe.
-  void resetStringBuffer() {
-    buffer_ = std::make_unique<Buffer>(*bufferMemoryPool);
+  BufferPool& bufferPool() {
+    return *bufferPool_;
   }
 
   const std::vector<std::unique_ptr<StreamData>>& streams() {
@@ -148,7 +182,7 @@ struct FieldWriterContext {
   }
 
  private:
-  std::unique_ptr<Buffer> buffer_;
+  std::unique_ptr<BufferPool> bufferPool_;
   DecodingContextPool decodingContextPool_;
   std::vector<std::unique_ptr<StreamData>> streams_;
 };

diff --git a/dwio/nimble/velox/VeloxWriter.cpp b/dwio/nimble/velox/VeloxWriter.cpp
@@ -64,7 +64,12 @@ class WriterContext : public FieldWriterContext {
   WriterContext(
       velox::memory::MemoryPool& memoryPool,
       VeloxWriterOptions options)
-      : FieldWriterContext{memoryPool, options.reclaimerFactory(), options.vectorDecoderVisitor},
+      : FieldWriterContext{
+        memoryPool,
+        options.reclaimerFactory(),
+        options.vectorDecoderVisitor,
+        options.maxPoolSize
+        },
         options{std::move(options)},
         logger{this->options.metricsLogger} {
     flushPolicy = this->options.flushPolicyFactory();
@@ -622,9 +627,6 @@ void VeloxWriter::writeChunk(bool lastChunk) {
     LoggingScope scope{*context_->logger};
     velox::CpuWallTimer veloxTimer{context_->stripeFlushTiming};
 
-    if (!encodingBuffer_) {
-      encodingBuffer_ = std::make_unique<Buffer>(*encodingMemoryPool_);
-    }
     streams_.resize(context_->schemaBuilder.nodeCount());
 
     // When writing null streams, we write the nulls as data, and the stream
@@ -668,9 +670,11 @@ void VeloxWriter::writeChunk(bool lastChunk) {
 
     auto encode = [&](StreamData& streamData) {
       const auto offset = streamData.descriptor().offset();
-      auto encoded = encodeStream(*context_, *encodingBuffer_, streamData);
+      auto bufferObject = context_->bufferPool().reserveBuffer();
+      auto& buffer = bufferObject.get();
+      auto encoded = encodeStream(*context_, buffer, streamData);
       if (!encoded.empty()) {
-        ChunkedStreamWriter chunkWriter{*encodingBuffer_};
+        ChunkedStreamWriter chunkWriter{buffer};
         NIMBLE_DASSERT(offset < streams_.size(), "Stream offset out of range.");
         auto& stream = streams_[offset];
         for (auto& buffer : chunkWriter.encode(encoded)) {
@@ -782,10 +786,6 @@ uint32_t VeloxWriter::writeStripe() {
     uint64_t startSize = writer_.size();
     writer_.writeStripe(context_->rowsInStripe, std::move(streams_));
     stripeSize = writer_.size() - startSize;
-    encodingBuffer_.reset();
-    // TODO: once chunked string fields are supported, move string buffer
-    // reset to writeChunk()
-    context_->resetStringBuffer();
   }
 
   NIMBLE_ASSERT(

diff --git a/dwio/nimble/velox/VeloxWriter.h b/dwio/nimble/velox/VeloxWriter.h
@@ -77,7 +77,6 @@ class VeloxWriter {
   TabletWriter writer_;
   std::unique_ptr<FieldWriter> root_;
 
-  std::unique_ptr<Buffer> encodingBuffer_;
   std::vector<Stream> streams_;
   std::exception_ptr lastException_;
   const velox::common::SpillConfig* const spillConfig_;

diff --git a/dwio/nimble/velox/VeloxWriterOptions.h b/dwio/nimble/velox/VeloxWriterOptions.h
@@ -126,6 +126,7 @@ struct VeloxWriterOptions {
 
   const velox::common::SpillConfig* spillConfig{nullptr};
 
+  size_t maxPoolSize = std::thread::hardware_concurrency();
   // If provided, internal encoding operations will happen in parallel using
   // this executor.
   std::shared_ptr<folly::Executor> encodingExecutor;

diff --git a/dwio/nimble/velox/tests/VeloxWriterTests.cpp b/dwio/nimble/velox/tests/VeloxWriterTests.cpp
@@ -319,11 +319,15 @@ TEST_F(VeloxWriterTests, MemoryReclaimPath) {
   std::string file;
   auto writeFile = std::make_unique<velox::InMemoryWriteFile>(&file);
   std::atomic_bool reclaimEntered = false;
-  nimble::VeloxWriterOptions writerOptions{.reclaimerFactory = [&]() {
-    auto reclaimer = std::make_unique<MockReclaimer>();
-    reclaimer->setEnterArbitrationFunc([&]() { reclaimEntered = true; });
-    return reclaimer;
-  }};
+  nimble::VeloxWriterOptions writerOptions{
+      .reclaimerFactory =
+          [&]() {
+            auto reclaimer = std::make_unique<MockReclaimer>();
+            reclaimer->setEnterArbitrationFunc(
+                [&]() { reclaimEntered = true; });
+            return reclaimer;
+          },
+      .maxPoolSize = 2};
   nimble::VeloxWriter writer(
       *writerPool, type, std::move(writeFile), std::move(writerOptions));
   auto batches = generateBatches(type, 100, 4000, 20221110, *leafPool_);