999d955e4f
Summary: A framework of trace analyzing for RocksDB After collecting the trace by using the tool of [PR #3837](https://github.com/facebook/rocksdb/pull/3837). User can use the Trace Analyzer to interpret, analyze, and characterize the collected workload. **Input:** 1. trace file 2. Whole keys space file **Statistics:** 1. Access count of each operation (Get, Put, Delete, SingleDelete, DeleteRange, Merge) in each column family. 2. Key hotness (access count) of each one 3. Key space separation based on given prefix 4. Key size distribution 5. Value size distribution if appliable 6. Top K accessed keys 7. QPS statistics including the average QPS and peak QPS 8. Top K accessed prefix 9. The query correlation analyzing, output the number of X after Y and the corresponding average time intervals **Output:** 1. key access heat map (either in the accessed key space or whole key space) 2. trace sequence file (interpret the raw trace file to line base text file for future use) 3. Time serial (The key space ID and its access time) 4. Key access count distritbution 5. Key size distribution 6. Value size distribution (in each intervals) 7. whole key space separation by the prefix 8. Accessed key space separation by the prefix 9. QPS of each operation and each column family 10. Top K QPS and their accessed prefix range **Test:** 1. Added the unit test of analyzing Get, Put, Delete, SingleDelete, DeleteRange, Merge 2. Generated the trace and analyze the trace **Implemented but not tested (due to the limitation of trace_replay):** 1. Analyzing Iterator, supporting Seek() and SeekForPrev() analyzing 2. Analyzing the number of Key found by Get **Future Work:** 1. Support execution time analyzing of each requests 2. Support cache hit situation and block read situation of Get Pull Request resolved: https://github.com/facebook/rocksdb/pull/4091 Differential Revision: D9256157 Pulled By: zhichao-cao fbshipit-source-id: f0ceacb7eedbc43a3eee6e85b76087d7832a8fe6
258 lines
8.7 KiB
C++
258 lines
8.7 KiB
C++
// Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
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// This source code is licensed under both the GPLv2 (found in the
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// COPYING file in the root directory) and Apache 2.0 License
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// (found in the LICENSE.Apache file in the root directory).
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//
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// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
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// Use of this source code is governed by a BSD-style license that can be
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// found in the LICENSE file. See the AUTHORS file for names of contributors.
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#pragma once
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#include <atomic>
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#include <sstream>
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#include <string>
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#include "port/port.h"
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#include "rocksdb/env.h"
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#include "rocksdb/rate_limiter.h"
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#include "util/aligned_buffer.h"
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#include "util/sync_point.h"
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namespace rocksdb {
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class Statistics;
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class HistogramImpl;
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std::unique_ptr<RandomAccessFile> NewReadaheadRandomAccessFile(
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std::unique_ptr<RandomAccessFile>&& file, size_t readahead_size);
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class SequentialFileReader {
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private:
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std::unique_ptr<SequentialFile> file_;
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std::string file_name_;
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std::atomic<size_t> offset_; // read offset
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public:
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explicit SequentialFileReader(std::unique_ptr<SequentialFile>&& _file,
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const std::string& _file_name)
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: file_(std::move(_file)), file_name_(_file_name), offset_(0) {}
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SequentialFileReader(SequentialFileReader&& o) ROCKSDB_NOEXCEPT {
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*this = std::move(o);
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}
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SequentialFileReader& operator=(SequentialFileReader&& o) ROCKSDB_NOEXCEPT {
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file_ = std::move(o.file_);
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return *this;
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}
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SequentialFileReader(const SequentialFileReader&) = delete;
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SequentialFileReader& operator=(const SequentialFileReader&) = delete;
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Status Read(size_t n, Slice* result, char* scratch);
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Status Skip(uint64_t n);
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void Rewind();
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SequentialFile* file() { return file_.get(); }
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std::string file_name() { return file_name_; }
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bool use_direct_io() const { return file_->use_direct_io(); }
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};
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class RandomAccessFileReader {
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private:
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std::unique_ptr<RandomAccessFile> file_;
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std::string file_name_;
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Env* env_;
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Statistics* stats_;
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uint32_t hist_type_;
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HistogramImpl* file_read_hist_;
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RateLimiter* rate_limiter_;
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bool for_compaction_;
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public:
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explicit RandomAccessFileReader(std::unique_ptr<RandomAccessFile>&& raf,
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std::string _file_name,
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Env* env = nullptr,
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Statistics* stats = nullptr,
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uint32_t hist_type = 0,
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HistogramImpl* file_read_hist = nullptr,
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RateLimiter* rate_limiter = nullptr,
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bool for_compaction = false)
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: file_(std::move(raf)),
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file_name_(std::move(_file_name)),
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env_(env),
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stats_(stats),
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hist_type_(hist_type),
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file_read_hist_(file_read_hist),
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rate_limiter_(rate_limiter),
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for_compaction_(for_compaction) {}
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RandomAccessFileReader(RandomAccessFileReader&& o) ROCKSDB_NOEXCEPT {
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*this = std::move(o);
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}
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RandomAccessFileReader& operator=(RandomAccessFileReader&& o)
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ROCKSDB_NOEXCEPT {
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file_ = std::move(o.file_);
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env_ = std::move(o.env_);
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stats_ = std::move(o.stats_);
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hist_type_ = std::move(o.hist_type_);
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file_read_hist_ = std::move(o.file_read_hist_);
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rate_limiter_ = std::move(o.rate_limiter_);
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for_compaction_ = std::move(o.for_compaction_);
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return *this;
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}
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RandomAccessFileReader(const RandomAccessFileReader&) = delete;
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RandomAccessFileReader& operator=(const RandomAccessFileReader&) = delete;
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Status Read(uint64_t offset, size_t n, Slice* result, char* scratch) const;
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Status Prefetch(uint64_t offset, size_t n) const {
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return file_->Prefetch(offset, n);
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}
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RandomAccessFile* file() { return file_.get(); }
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std::string file_name() const { return file_name_; }
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bool use_direct_io() const { return file_->use_direct_io(); }
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};
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// Use posix write to write data to a file.
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class WritableFileWriter {
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private:
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std::unique_ptr<WritableFile> writable_file_;
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AlignedBuffer buf_;
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size_t max_buffer_size_;
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// Actually written data size can be used for truncate
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// not counting padding data
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uint64_t filesize_;
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#ifndef ROCKSDB_LITE
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// This is necessary when we use unbuffered access
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// and writes must happen on aligned offsets
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// so we need to go back and write that page again
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uint64_t next_write_offset_;
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#endif // ROCKSDB_LITE
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bool pending_sync_;
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uint64_t last_sync_size_;
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uint64_t bytes_per_sync_;
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RateLimiter* rate_limiter_;
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Statistics* stats_;
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public:
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WritableFileWriter(std::unique_ptr<WritableFile>&& file,
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const EnvOptions& options, Statistics* stats = nullptr)
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: writable_file_(std::move(file)),
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buf_(),
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max_buffer_size_(options.writable_file_max_buffer_size),
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filesize_(0),
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#ifndef ROCKSDB_LITE
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next_write_offset_(0),
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#endif // ROCKSDB_LITE
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pending_sync_(false),
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last_sync_size_(0),
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bytes_per_sync_(options.bytes_per_sync),
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rate_limiter_(options.rate_limiter),
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stats_(stats) {
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TEST_SYNC_POINT_CALLBACK("WritableFileWriter::WritableFileWriter:0",
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reinterpret_cast<void*>(max_buffer_size_));
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buf_.Alignment(writable_file_->GetRequiredBufferAlignment());
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buf_.AllocateNewBuffer(std::min((size_t)65536, max_buffer_size_));
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}
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WritableFileWriter(const WritableFileWriter&) = delete;
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WritableFileWriter& operator=(const WritableFileWriter&) = delete;
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~WritableFileWriter() { Close(); }
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Status Append(const Slice& data);
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Status Pad(const size_t pad_bytes);
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Status Flush();
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Status Close();
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Status Sync(bool use_fsync);
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// Sync only the data that was already Flush()ed. Safe to call concurrently
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// with Append() and Flush(). If !writable_file_->IsSyncThreadSafe(),
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// returns NotSupported status.
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Status SyncWithoutFlush(bool use_fsync);
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uint64_t GetFileSize() { return filesize_; }
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Status InvalidateCache(size_t offset, size_t length) {
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return writable_file_->InvalidateCache(offset, length);
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}
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WritableFile* writable_file() const { return writable_file_.get(); }
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bool use_direct_io() { return writable_file_->use_direct_io(); }
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bool TEST_BufferIsEmpty() { return buf_.CurrentSize() == 0; }
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private:
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// Used when os buffering is OFF and we are writing
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// DMA such as in Direct I/O mode
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#ifndef ROCKSDB_LITE
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Status WriteDirect();
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#endif // !ROCKSDB_LITE
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// Normal write
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Status WriteBuffered(const char* data, size_t size);
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Status RangeSync(uint64_t offset, uint64_t nbytes);
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Status SyncInternal(bool use_fsync);
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};
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// FilePrefetchBuffer can automatically do the readahead if file_reader,
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// readahead_size, and max_readahead_size are passed in.
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// max_readahead_size should be greater than or equal to readahead_size.
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// readahead_size will be doubled on every IO, until max_readahead_size.
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class FilePrefetchBuffer {
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public:
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// If `track_min_offset` is true, track minimum offset ever read.
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FilePrefetchBuffer(RandomAccessFileReader* file_reader = nullptr,
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size_t readadhead_size = 0, size_t max_readahead_size = 0,
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bool enable = true, bool track_min_offset = false)
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: buffer_offset_(0),
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file_reader_(file_reader),
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readahead_size_(readadhead_size),
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max_readahead_size_(max_readahead_size),
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min_offset_read_(port::kMaxSizet),
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enable_(enable),
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track_min_offset_(track_min_offset) {}
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Status Prefetch(RandomAccessFileReader* reader, uint64_t offset, size_t n);
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bool TryReadFromCache(uint64_t offset, size_t n, Slice* result);
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// The minimum `offset` ever passed to TryReadFromCache(). Only be tracked
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// if track_min_offset = true.
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size_t min_offset_read() const { return min_offset_read_; }
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private:
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AlignedBuffer buffer_;
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uint64_t buffer_offset_;
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RandomAccessFileReader* file_reader_;
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size_t readahead_size_;
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size_t max_readahead_size_;
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// The minimum `offset` ever passed to TryReadFromCache().
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size_t min_offset_read_;
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// if false, TryReadFromCache() always return false, and we only take stats
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// for track_min_offset_ if track_min_offset_ = true
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bool enable_;
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// If true, track minimum `offset` ever passed to TryReadFromCache(), which
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// can be fetched from min_offset_read().
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bool track_min_offset_;
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};
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extern Status NewWritableFile(Env* env, const std::string& fname,
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unique_ptr<WritableFile>* result,
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const EnvOptions& options);
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bool ReadOneLine(std::istringstream* iss, SequentialFile* seq_file,
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std::string* output, bool* has_data, Status* result);
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} // namespace rocksdb
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