rocksdb/file/file_prefetch_buffer.h
Akanksha Mahajan 49a10feb21 Provide implementation to prefetch data asynchronously in FilePrefetchBuffer (#9674)
Summary:
In FilePrefetchBuffer if reads are sequential, after prefetching call ReadAsync API to prefetch data asynchronously so that in next prefetching data will be available. Data prefetched asynchronously will be readahead_size/2. It uses two buffers, one for synchronous prefetching and one for asynchronous. In case, the data is overlapping, the data is copied from both buffers to third buffer to make it continuous.
This feature is under ReadOptions::async_io and is under experimental.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9674

Test Plan:
1. Add new unit tests
2. Run **db_stress** to make sure nothing crashes.

    -   Normal prefetch without `async_io` ran successfully:
```
export CRASH_TEST_EXT_ARGS=" --async_io=0"
 make crash_test -j
 ```

3. **Run Regressions**.
   i) Main branch without any change for normal prefetching with async_io disabled:

 ```
 ./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
 ```

```
./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_withchange -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 14:11:31 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_withchange]
seekrandom   :  471347.227 micros/op 2 ops/sec;  348.1 MB/s (255 of 255 found)
```

Reviewed By: anand1976

Differential Revision: D34731543

Pulled By: akankshamahajan15

fbshipit-source-id: 8e23aa93453d5fe3c672b9231ad582f60207937f
2022-03-21 07:12:43 -07:00

261 lines
11 KiB
C++

// Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
// This source code is licensed under both the GPLv2 (found in the
// COPYING file in the root directory) and Apache 2.0 License
// (found in the LICENSE.Apache file in the root directory).
//
// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file. See the AUTHORS file for names of contributors.
#pragma once
#include <algorithm>
#include <atomic>
#include <sstream>
#include <string>
#include "file/readahead_file_info.h"
#include "port/port.h"
#include "rocksdb/env.h"
#include "rocksdb/file_system.h"
#include "rocksdb/options.h"
#include "util/aligned_buffer.h"
namespace ROCKSDB_NAMESPACE {
#define DEAFULT_DECREMENT 8 * 1024
struct IOOptions;
class RandomAccessFileReader;
struct BufferInfo {
AlignedBuffer buffer_;
uint64_t offset_ = 0;
};
// FilePrefetchBuffer is a smart buffer to store and read data from a file.
class FilePrefetchBuffer {
public:
static const int kMinNumFileReadsToStartAutoReadahead = 2;
static const size_t kInitAutoReadaheadSize = 8 * 1024;
// Constructor.
//
// All arguments are optional.
// readahead_size : the initial readahead size.
// max_readahead_size : the maximum readahead size.
// If max_readahead_size > readahead_size, the readahead size will be
// doubled on every IO until max_readahead_size is hit.
// Typically this is set as a multiple of readahead_size.
// max_readahead_size should be greater than equal to readahead_size.
// enable : controls whether reading from the buffer is enabled.
// If false, TryReadFromCache() always return false, and we only take stats
// for the minimum offset if track_min_offset = true.
// track_min_offset : Track the minimum offset ever read and collect stats on
// it. Used for adaptable readahead of the file footer/metadata.
// implicit_auto_readahead : Readahead is enabled implicitly by rocksdb after
// doing sequential scans for two times.
// async_io : When async_io is enabled, if it's implicit_auto_readahead, it
// prefetches data asynchronously in second buffer while curr_ is being
// consumed.
//
// Automatic readhead is enabled for a file if readahead_size
// and max_readahead_size are passed in.
// A user can construct a FilePrefetchBuffer without any arguments, but use
// `Prefetch` to load data into the buffer.
FilePrefetchBuffer(size_t readahead_size = 0, size_t max_readahead_size = 0,
bool enable = true, bool track_min_offset = false,
bool implicit_auto_readahead = false,
bool async_io = false)
: curr_(0),
readahead_size_(readahead_size),
max_readahead_size_(max_readahead_size),
min_offset_read_(port::kMaxSizet),
enable_(enable),
track_min_offset_(track_min_offset),
implicit_auto_readahead_(implicit_auto_readahead),
prev_offset_(0),
prev_len_(0),
num_file_reads_(kMinNumFileReadsToStartAutoReadahead + 1),
io_handle_(nullptr),
del_fn_(nullptr),
async_read_in_progress_(false),
async_io_(async_io) {
// If async_io_ is enabled, data is asynchronously filled in second buffer
// while curr_ is being consumed. If data is overlapping in two buffers,
// data is copied to third buffer to return continuous buffer.
bufs_.resize(3);
}
// Load data into the buffer from a file.
// reader : the file reader.
// offset : the file offset to start reading from.
// n : the number of bytes to read.
// rate_limiter_priority : rate limiting priority, or `Env::IO_TOTAL` to
// bypass.
// is_async_read : if the data should be prefetched by calling read
// asynchronously. It should be set true when called
// from TryReadFromCache.
Status Prefetch(const IOOptions& opts, RandomAccessFileReader* reader,
uint64_t offset, size_t n,
Env::IOPriority rate_limiter_priority);
Status PrefetchAsync(const IOOptions& opts, RandomAccessFileReader* reader,
FileSystem* fs, uint64_t offset, size_t length,
size_t readahead_size,
Env::IOPriority rate_limiter_priority,
bool& copy_to_third_buffer);
// Tries returning the data for a file read from this buffer if that data is
// in the buffer.
// It handles tracking the minimum read offset if track_min_offset = true.
// It also does the exponential readahead when readahead_size is set as part
// of the constructor.
//
// opts : the IO options to use.
// reader : the file reader.
// offset : the file offset.
// n : the number of bytes.
// result : output buffer to put the data into.
// s : output status.
// rate_limiter_priority : rate limiting priority, or `Env::IO_TOTAL` to
// bypass.
// for_compaction : true if cache read is done for compaction read.
bool TryReadFromCache(const IOOptions& opts, RandomAccessFileReader* reader,
uint64_t offset, size_t n, Slice* result, Status* s,
Env::IOPriority rate_limiter_priority,
bool for_compaction = false);
bool TryReadFromCacheAsync(const IOOptions& opts,
RandomAccessFileReader* reader, uint64_t offset,
size_t n, Slice* result, Status* status,
Env::IOPriority rate_limiter_priority,
bool for_compaction /* = false */, FileSystem* fs);
// The minimum `offset` ever passed to TryReadFromCache(). This will nly be
// tracked if track_min_offset = true.
size_t min_offset_read() const { return min_offset_read_; }
// Called in case of implicit auto prefetching.
void UpdateReadPattern(const uint64_t& offset, const size_t& len,
bool decrease_readaheadsize) {
if (decrease_readaheadsize) {
// Since this block was eligible for prefetch but it was found in
// cache, so check and decrease the readahead_size by 8KB (default)
// if eligible.
DecreaseReadAheadIfEligible(offset, len);
}
prev_offset_ = offset;
prev_len_ = len;
}
void GetReadaheadState(ReadaheadFileInfo::ReadaheadInfo* readahead_info) {
readahead_info->readahead_size = readahead_size_;
readahead_info->num_file_reads = num_file_reads_;
}
void DecreaseReadAheadIfEligible(uint64_t offset, size_t size,
size_t value = DEAFULT_DECREMENT) {
// Decrease the readahead_size if
// - its enabled internally by RocksDB (implicit_auto_readahead_) and,
// - readahead_size is greater than 0 and,
// - this block would have called prefetch API if not found in cache for
// which conditions are:
// - few/no bytes are in buffer and,
// - block is sequential with the previous read and,
// - num_file_reads_ + 1 (including this read) >
// kMinNumFileReadsToStartAutoReadahead
if (implicit_auto_readahead_ && readahead_size_ > 0) {
if ((offset + size >
bufs_[curr_].offset_ + bufs_[curr_].buffer_.CurrentSize()) &&
IsBlockSequential(offset) &&
(num_file_reads_ + 1 > kMinNumFileReadsToStartAutoReadahead)) {
size_t initial_auto_readahead_size = kInitAutoReadaheadSize;
readahead_size_ =
std::max(initial_auto_readahead_size,
(readahead_size_ >= value ? readahead_size_ - value : 0));
}
}
}
bool IsEligibleForPrefetch(uint64_t offset, size_t n) {
// Prefetch only if this read is sequential otherwise reset readahead_size_
// to initial value.
if (!IsBlockSequential(offset)) {
UpdateReadPattern(offset, n, false /*decrease_readaheadsize*/);
ResetValues();
return false;
}
num_file_reads_++;
if (num_file_reads_ <= kMinNumFileReadsToStartAutoReadahead) {
UpdateReadPattern(offset, n, false /*decrease_readaheadsize*/);
return false;
}
return true;
}
// Callback function passed to underlying FS in case of asynchronous reads.
void PrefetchAsyncCallback(const FSReadRequest& req, void* cb_arg);
private:
// Calculates roundoff offset and length to be prefetched based on alignment
// and data present in buffer_. It also allocates new buffer or refit tail if
// required.
void CalculateOffsetAndLen(size_t alignment, uint64_t offset,
size_t roundup_len, size_t index, bool refit_tail,
uint64_t& chunk_len);
Status Read(const IOOptions& opts, RandomAccessFileReader* reader,
Env::IOPriority rate_limiter_priority, uint64_t read_len,
uint64_t chunk_len, uint64_t rounddown_start, uint32_t index);
Status ReadAsync(const IOOptions& opts, RandomAccessFileReader* reader,
Env::IOPriority rate_limiter_priority, uint64_t read_len,
uint64_t chunk_len, uint64_t rounddown_start,
uint32_t index);
// Copy the data from src to third buffer.
void CopyDataToBuffer(uint32_t src, uint64_t& offset, size_t& length);
bool IsBlockSequential(const size_t& offset) {
return (prev_len_ == 0 || (prev_offset_ + prev_len_ == offset));
}
// Called in case of implicit auto prefetching.
void ResetValues() {
num_file_reads_ = 1;
readahead_size_ = kInitAutoReadaheadSize;
}
std::vector<BufferInfo> bufs_;
// curr_ represents the index for bufs_ indicating which buffer is being
// consumed currently.
uint32_t curr_;
size_t readahead_size_;
// FilePrefetchBuffer object won't be created from Iterator flow if
// max_readahead_size_ = 0.
size_t max_readahead_size_;
// The minimum `offset` ever passed to TryReadFromCache().
size_t min_offset_read_;
// if false, TryReadFromCache() always return false, and we only take stats
// for track_min_offset_ if track_min_offset_ = true
bool enable_;
// If true, track minimum `offset` ever passed to TryReadFromCache(), which
// can be fetched from min_offset_read().
bool track_min_offset_;
// implicit_auto_readahead is enabled by rocksdb internally after 2
// sequential IOs.
bool implicit_auto_readahead_;
uint64_t prev_offset_;
size_t prev_len_;
int64_t num_file_reads_;
// io_handle_ is allocated and used by underlying file system in case of
// asynchronous reads.
void* io_handle_;
IOHandleDeleter del_fn_;
bool async_read_in_progress_;
bool async_io_;
};
} // namespace ROCKSDB_NAMESPACE