2db6a4a1d6
Summary: The RocksDB iterator is a hierarchy of iterators. MergingIterator maintains a heap of LevelIterators, one for each L0 file and for each non-zero level. The Seek() operation naturally lends itself to parallelization, as it involves positioning every LevelIterator on the correct data block in the correct SST file. It lookups a level for a target key, to find the first key that's >= the target key. This typically involves reading one data block that is likely to contain the target key, and scan forward to find the first valid key. The forward scan may read more data blocks. In order to find the right data block, the iterator may read some metadata blocks (required for opening a file and searching the index). This flow can be parallelized. Design: Seek will be called two times under async_io option. First seek will send asynchronous request to prefetch the data blocks at each level and second seek will follow the normal flow and in FilePrefetchBuffer::TryReadFromCacheAsync it will wait for the Poll() to get the results and add the iterator to min_heap. - Status::TryAgain is passed down from FilePrefetchBuffer::PrefetchAsync to block_iter_.Status indicating asynchronous request has been submitted. - If for some reason asynchronous request returns error in submitting the request, it will fallback to sequential reading of blocks in one pass. - If the data already exists in prefetch_buffer, it will return the data without prefetching further and it will be treated as single pass of seek. Pull Request resolved: https://github.com/facebook/rocksdb/pull/9994 Test Plan: - **Run Regressions.** ``` ./db_bench -db=/tmp/prefix_scan_prefetch_main -benchmarks="fillseq" -key_size=32 -value_size=512 -num=5000000 -use_direct_io_for_flush_and_compaction=true -target_file_size_base=16777216 ``` i) Previous release 7.0 run for normal prefetching with async_io disabled: ``` ./db_bench -use_existing_db=true -db=/tmp/prefix_scan_prefetch_main -benchmarks="seekrandom" -key_size=32 -value_size=512 -num=5000000 -use_direct_reads=true -seek_nexts=327680 -duration=120 -ops_between_duration_checks=1 Initializing RocksDB Options from the specified file Initializing RocksDB Options from command-line flags RocksDB: version 7.0 Date: Thu Mar 17 13:11:34 2022 CPU: 24 * Intel Core Processor (Broadwell) CPUCache: 16384 KB Keys: 32 bytes each (+ 0 bytes user-defined timestamp) Values: 512 bytes each (256 bytes after compression) Entries: 5000000 Prefix: 0 bytes Keys per prefix: 0 RawSize: 2594.0 MB (estimated) FileSize: 1373.3 MB (estimated) Write rate: 0 bytes/second Read rate: 0 ops/second Compression: Snappy Compression sampling rate: 0 Memtablerep: SkipListFactory Perf Level: 1 ------------------------------------------------ DB path: [/tmp/prefix_scan_prefetch_main] seekrandom : 483618.390 micros/op 2 ops/sec; 338.9 MB/s (249 of 249 found) ``` ii) normal prefetching after changes with async_io disable: ``` ./db_bench -use_existing_db=true -db=/tmp/prefix_scan_prefetch_main -benchmarks="seekrandom" -key_size=32 -value_size=512 -num=5000000 -use_direct_reads=true -seek_nexts=327680 -duration=120 -ops_between_duration_checks=1 Set seed to 1652922591315307 because --seed was 0 Initializing RocksDB Options from the specified file Initializing RocksDB Options from command-line flags RocksDB: version 7.3 Date: Wed May 18 18:09:51 2022 CPU: 32 * Intel Xeon Processor (Skylake) CPUCache: 16384 KB Keys: 32 bytes each (+ 0 bytes user-defined timestamp) Values: 512 bytes each (256 bytes after compression) Entries: 5000000 Prefix: 0 bytes Keys per prefix: 0 RawSize: 2594.0 MB (estimated) FileSize: 1373.3 MB (estimated) Write rate: 0 bytes/second Read rate: 0 ops/second Compression: Snappy Compression sampling rate: 0 Memtablerep: SkipListFactory Perf Level: 1 ------------------------------------------------ DB path: [/tmp/prefix_scan_prefetch_main] seekrandom : 483080.466 micros/op 2 ops/sec 120.287 seconds 249 operations; 340.8 MB/s (249 of 249 found) ``` iii) db_bench with async_io enabled completed succesfully ``` ./db_bench -use_existing_db=true -db=/tmp/prefix_scan_prefetch_main -benchmarks="seekrandom" -key_size=32 -value_size=512 -num=5000000 -use_direct_reads=true -seek_nexts=327680 -duration=120 -ops_between_duration_checks=1 -async_io=1 -adaptive_readahead=1 Set seed to 1652924062021732 because --seed was 0 Initializing RocksDB Options from the specified file Initializing RocksDB Options from command-line flags RocksDB: version 7.3 Date: Wed May 18 18:34:22 2022 CPU: 32 * Intel Xeon Processor (Skylake) CPUCache: 16384 KB Keys: 32 bytes each (+ 0 bytes user-defined timestamp) Values: 512 bytes each (256 bytes after compression) Entries: 5000000 Prefix: 0 bytes Keys per prefix: 0 RawSize: 2594.0 MB (estimated) FileSize: 1373.3 MB (estimated) Write rate: 0 bytes/second Read rate: 0 ops/second Compression: Snappy Compression sampling rate: 0 Memtablerep: SkipListFactory Perf Level: 1 ------------------------------------------------ DB path: [/tmp/prefix_scan_prefetch_main] seekrandom : 553913.576 micros/op 1 ops/sec 120.199 seconds 217 operations; 293.6 MB/s (217 of 217 found) ``` - db_stress with async_io disabled completed succesfully ``` export CRASH_TEST_EXT_ARGS=" --async_io=0" make crash_test -j ``` I**n Progress**: db_stress with async_io is failing and working on debugging/fixing it. Reviewed By: anand1976 Differential Revision: D36459323 Pulled By: akankshamahajan15 fbshipit-source-id: abb1cd944abe712bae3986ae5b16704b3338917c
317 lines
13 KiB
C++
317 lines
13 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 <algorithm>
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#include <atomic>
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#include <sstream>
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#include <string>
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#include "file/readahead_file_info.h"
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#include "monitoring/statistics.h"
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#include "port/port.h"
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#include "rocksdb/env.h"
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#include "rocksdb/file_system.h"
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#include "rocksdb/options.h"
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#include "util/aligned_buffer.h"
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namespace ROCKSDB_NAMESPACE {
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#define DEAFULT_DECREMENT 8 * 1024
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struct IOOptions;
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class RandomAccessFileReader;
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struct BufferInfo {
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AlignedBuffer buffer_;
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uint64_t offset_ = 0;
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};
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// FilePrefetchBuffer is a smart buffer to store and read data from a file.
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class FilePrefetchBuffer {
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public:
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static const int kMinNumFileReadsToStartAutoReadahead = 2;
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// Constructor.
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//
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// All arguments are optional.
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// readahead_size : the initial readahead size.
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// max_readahead_size : the maximum readahead size.
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// If max_readahead_size > readahead_size, the readahead size will be
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// doubled on every IO until max_readahead_size is hit.
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// Typically this is set as a multiple of readahead_size.
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// max_readahead_size should be greater than equal to readahead_size.
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// enable : controls whether reading from the buffer is enabled.
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// If false, TryReadFromCache() always return false, and we only take stats
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// for the minimum offset if track_min_offset = true.
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// track_min_offset : Track the minimum offset ever read and collect stats on
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// it. Used for adaptable readahead of the file footer/metadata.
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// implicit_auto_readahead : Readahead is enabled implicitly by rocksdb after
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// doing sequential scans for two times.
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// async_io : When async_io is enabled, if it's implicit_auto_readahead, it
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// prefetches data asynchronously in second buffer while curr_ is being
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// consumed.
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//
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// Automatic readhead is enabled for a file if readahead_size
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// and max_readahead_size are passed in.
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// A user can construct a FilePrefetchBuffer without any arguments, but use
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// `Prefetch` to load data into the buffer.
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FilePrefetchBuffer(size_t readahead_size = 0, size_t max_readahead_size = 0,
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bool enable = true, bool track_min_offset = false,
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bool implicit_auto_readahead = false,
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bool async_io = false, FileSystem* fs = nullptr,
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SystemClock* clock = nullptr, Statistics* stats = nullptr)
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: curr_(0),
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readahead_size_(readahead_size),
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initial_auto_readahead_size_(readahead_size),
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max_readahead_size_(max_readahead_size),
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min_offset_read_(std::numeric_limits<size_t>::max()),
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enable_(enable),
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track_min_offset_(track_min_offset),
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implicit_auto_readahead_(implicit_auto_readahead),
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prev_offset_(0),
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prev_len_(0),
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num_file_reads_(kMinNumFileReadsToStartAutoReadahead + 1),
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io_handle_(nullptr),
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del_fn_(nullptr),
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async_read_in_progress_(false),
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async_io_(async_io),
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fs_(fs),
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clock_(clock),
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stats_(stats) {
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// If async_io_ is enabled, data is asynchronously filled in second buffer
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// while curr_ is being consumed. If data is overlapping in two buffers,
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// data is copied to third buffer to return continuous buffer.
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bufs_.resize(3);
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}
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~FilePrefetchBuffer() {
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// Abort any pending async read request before destroying the class object.
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if (async_read_in_progress_ && fs_ != nullptr) {
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std::vector<void*> handles;
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handles.emplace_back(io_handle_);
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Status s = fs_->AbortIO(handles);
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assert(s.ok());
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}
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// Prefetch buffer bytes discarded.
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uint64_t bytes_discarded = 0;
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if (bufs_[curr_].buffer_.CurrentSize() != 0) {
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bytes_discarded = bufs_[curr_].buffer_.CurrentSize();
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}
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if (bufs_[curr_ ^ 1].buffer_.CurrentSize() != 0) {
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bytes_discarded += bufs_[curr_ ^ 1].buffer_.CurrentSize();
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}
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RecordInHistogram(stats_, PREFETCHED_BYTES_DISCARDED, bytes_discarded);
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// Release io_handle_.
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if (io_handle_ != nullptr && del_fn_ != nullptr) {
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del_fn_(io_handle_);
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io_handle_ = nullptr;
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del_fn_ = nullptr;
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}
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}
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// Load data into the buffer from a file.
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// reader : the file reader.
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// offset : the file offset to start reading from.
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// n : the number of bytes to read.
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// rate_limiter_priority : rate limiting priority, or `Env::IO_TOTAL` to
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// bypass.
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// is_async_read : if the data should be prefetched by calling read
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// asynchronously. It should be set true when called
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// from TryReadFromCache.
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Status Prefetch(const IOOptions& opts, RandomAccessFileReader* reader,
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uint64_t offset, size_t n,
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Env::IOPriority rate_limiter_priority);
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// Request for reading the data from a file asynchronously.
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// If data already exists in the buffer, result will be updated.
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// reader : the file reader.
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// offset : the file offset to start reading from.
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// n : the number of bytes to read.
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// rate_limiter_priority : rate limiting priority, or `Env::IO_TOTAL` to
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// bypass.
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// result : if data already exists in the buffer, result will
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// be updated with the data.
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//
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// If data already exist in the buffer, it will return Status::OK, otherwise
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// it will send asynchronous request and return Status::TryAgain.
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Status PrefetchAsync(const IOOptions& opts, RandomAccessFileReader* reader,
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uint64_t offset, size_t n,
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Env::IOPriority rate_limiter_priority, Slice* result);
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// Tries returning the data for a file read from this buffer if that data is
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// in the buffer.
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// It handles tracking the minimum read offset if track_min_offset = true.
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// It also does the exponential readahead when readahead_size is set as part
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// of the constructor.
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//
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// opts : the IO options to use.
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// reader : the file reader.
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// offset : the file offset.
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// n : the number of bytes.
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// result : output buffer to put the data into.
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// s : output status.
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// rate_limiter_priority : rate limiting priority, or `Env::IO_TOTAL` to
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// bypass.
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// for_compaction : true if cache read is done for compaction read.
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bool TryReadFromCache(const IOOptions& opts, RandomAccessFileReader* reader,
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uint64_t offset, size_t n, Slice* result, Status* s,
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Env::IOPriority rate_limiter_priority,
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bool for_compaction = false);
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bool TryReadFromCacheAsync(const IOOptions& opts,
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RandomAccessFileReader* reader, uint64_t offset,
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size_t n, Slice* result, Status* status,
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Env::IOPriority rate_limiter_priority,
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bool for_compaction);
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// The minimum `offset` ever passed to TryReadFromCache(). This will nly be
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// tracked if track_min_offset = true.
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size_t min_offset_read() const { return min_offset_read_; }
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// Called in case of implicit auto prefetching.
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void UpdateReadPattern(const uint64_t& offset, const size_t& len,
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bool decrease_readaheadsize) {
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if (decrease_readaheadsize) {
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// Since this block was eligible for prefetch but it was found in
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// cache, so check and decrease the readahead_size by 8KB (default)
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// if eligible.
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DecreaseReadAheadIfEligible(offset, len);
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}
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prev_offset_ = offset;
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prev_len_ = len;
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}
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void GetReadaheadState(ReadaheadFileInfo::ReadaheadInfo* readahead_info) {
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readahead_info->readahead_size = readahead_size_;
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readahead_info->num_file_reads = num_file_reads_;
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}
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void DecreaseReadAheadIfEligible(uint64_t offset, size_t size,
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size_t value = DEAFULT_DECREMENT) {
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// Decrease the readahead_size if
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// - its enabled internally by RocksDB (implicit_auto_readahead_) and,
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// - readahead_size is greater than 0 and,
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// - this block would have called prefetch API if not found in cache for
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// which conditions are:
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// - few/no bytes are in buffer and,
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// - block is sequential with the previous read and,
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// - num_file_reads_ + 1 (including this read) >
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// kMinNumFileReadsToStartAutoReadahead
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if (implicit_auto_readahead_ && readahead_size_ > 0) {
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if ((offset + size >
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bufs_[curr_].offset_ + bufs_[curr_].buffer_.CurrentSize()) &&
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IsBlockSequential(offset) &&
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(num_file_reads_ + 1 > kMinNumFileReadsToStartAutoReadahead)) {
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readahead_size_ =
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std::max(initial_auto_readahead_size_,
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(readahead_size_ >= value ? readahead_size_ - value : 0));
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}
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}
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}
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// Callback function passed to underlying FS in case of asynchronous reads.
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void PrefetchAsyncCallback(const FSReadRequest& req, void* cb_arg);
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private:
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// Calculates roundoff offset and length to be prefetched based on alignment
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// and data present in buffer_. It also allocates new buffer or refit tail if
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// required.
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void CalculateOffsetAndLen(size_t alignment, uint64_t offset,
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size_t roundup_len, size_t index, bool refit_tail,
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uint64_t& chunk_len);
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// It calls Poll API if any there is any pending asynchronous request. It then
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// checks if data is in any buffer. It clears the outdated data and swaps the
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// buffers if required.
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void PollAndUpdateBuffersIfNeeded(uint64_t offset);
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Status PrefetchAsyncInternal(const IOOptions& opts,
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RandomAccessFileReader* reader, uint64_t offset,
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size_t length, size_t readahead_size,
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Env::IOPriority rate_limiter_priority,
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bool& copy_to_third_buffer);
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Status Read(const IOOptions& opts, RandomAccessFileReader* reader,
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Env::IOPriority rate_limiter_priority, uint64_t read_len,
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uint64_t chunk_len, uint64_t rounddown_start, uint32_t index);
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Status ReadAsync(const IOOptions& opts, RandomAccessFileReader* reader,
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Env::IOPriority rate_limiter_priority, uint64_t read_len,
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uint64_t chunk_len, uint64_t rounddown_start,
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uint32_t index);
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// Copy the data from src to third buffer.
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void CopyDataToBuffer(uint32_t src, uint64_t& offset, size_t& length);
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bool IsBlockSequential(const size_t& offset) {
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return (prev_len_ == 0 || (prev_offset_ + prev_len_ == offset));
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}
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// Called in case of implicit auto prefetching.
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void ResetValues() {
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num_file_reads_ = 1;
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readahead_size_ = initial_auto_readahead_size_;
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}
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bool IsEligibleForPrefetch(uint64_t offset, size_t n) {
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// Prefetch only if this read is sequential otherwise reset readahead_size_
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// to initial value.
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if (!IsBlockSequential(offset)) {
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UpdateReadPattern(offset, n, false /*decrease_readaheadsize*/);
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ResetValues();
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return false;
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}
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num_file_reads_++;
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if (num_file_reads_ <= kMinNumFileReadsToStartAutoReadahead) {
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UpdateReadPattern(offset, n, false /*decrease_readaheadsize*/);
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return false;
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}
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return true;
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}
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std::vector<BufferInfo> bufs_;
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// curr_ represents the index for bufs_ indicating which buffer is being
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// consumed currently.
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uint32_t curr_;
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size_t readahead_size_;
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size_t initial_auto_readahead_size_;
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// FilePrefetchBuffer object won't be created from Iterator flow if
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// max_readahead_size_ = 0.
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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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// implicit_auto_readahead is enabled by rocksdb internally after 2
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// sequential IOs.
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bool implicit_auto_readahead_;
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uint64_t prev_offset_;
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size_t prev_len_;
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int64_t num_file_reads_;
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// io_handle_ is allocated and used by underlying file system in case of
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// asynchronous reads.
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void* io_handle_;
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IOHandleDeleter del_fn_;
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bool async_read_in_progress_;
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bool async_io_;
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FileSystem* fs_;
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SystemClock* clock_;
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Statistics* stats_;
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};
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} // namespace ROCKSDB_NAMESPACE
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