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// 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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#pragma once
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#include <atomic>
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#include <fstream>
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#include "monitoring/instrumented_mutex.h"
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#include "rocksdb/block_cache_trace_writer.h"
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#include "rocksdb/options.h"
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#include "rocksdb/table_reader_caller.h"
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#include "rocksdb/trace_reader_writer.h"
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#include "trace_replay/trace_replay.h"
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namespace ROCKSDB_NAMESPACE {
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class Env;
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class SystemClock;
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extern const uint64_t kMicrosInSecond;
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extern const uint64_t kSecondInMinute;
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extern const uint64_t kSecondInHour;
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struct BlockCacheTraceRecord;
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class BlockCacheTraceHelper {
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public:
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static bool IsGetOrMultiGetOnDataBlock(TraceType block_type,
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TableReaderCaller caller);
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static bool IsGetOrMultiGet(TableReaderCaller caller);
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static bool IsUserAccess(TableReaderCaller caller);
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// Row key is a concatenation of the access's fd_number and the referenced
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// user key.
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static std::string ComputeRowKey(const BlockCacheTraceRecord& access);
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Pysim more algorithms (#5644)
Summary:
This PR adds four more eviction policies.
- OPT [1]
- Hyperbolic caching [2]
- ARC [3]
- GreedyDualSize [4]
[1] L. A. Belady. 1966. A Study of Replacement Algorithms for a Virtual-storage Computer. IBM Syst. J. 5, 2 (June 1966), 78-101. DOI=http://dx.doi.org/10.1147/sj.52.0078
[2] Aaron Blankstein, Siddhartha Sen, and Michael J. Freedman. 2017. Hyperbolic caching: flexible caching for web applications. In Proceedings of the 2017 USENIX Conference on Usenix Annual Technical Conference (USENIX ATC '17). USENIX Association, Berkeley, CA, USA, 499-511.
[3] Nimrod Megiddo and Dharmendra S. Modha. 2003. ARC: A Self-Tuning, Low Overhead Replacement Cache. In Proceedings of the 2nd USENIX Conference on File and Storage Technologies (FAST '03). USENIX Association, Berkeley, CA, USA, 115-130.
[4] N. Young. The k-server dual and loose competitiveness for paging. Algorithmica, June 1994, vol. 11,(no.6):525-41. Rewritten version of ''On-line caching as cache size varies'', in The 2nd Annual ACM-SIAM Symposium on Discrete Algorithms, 241-250, 1991.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/5644
Differential Revision: D16548817
Pulled By: HaoyuHuang
fbshipit-source-id: 838f76db9179f07911abaab46c97e1c929cfcd63
5 years ago
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// The first four bytes of the referenced key in a Get request is the table
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// id.
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static uint64_t GetTableId(const BlockCacheTraceRecord& access);
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// The sequence number of a get request is the last part of the referenced
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// key.
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static uint64_t GetSequenceNumber(const BlockCacheTraceRecord& access);
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// Block offset in a file is the last varint64 in the block key.
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static uint64_t GetBlockOffsetInFile(const BlockCacheTraceRecord& access);
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static const std::string kUnknownColumnFamilyName;
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static const uint64_t kReservedGetId;
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};
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// Lookup context for tracing block cache accesses.
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// We trace block accesses at five places:
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// 1. BlockBasedTable::GetFilter
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// 2. BlockBasedTable::GetUncompressedDict.
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// 3. BlockBasedTable::MaybeReadAndLoadToCache. (To trace access on data, index,
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// and range deletion block.)
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// 4. BlockBasedTable::Get. (To trace the referenced key and whether the
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// referenced key exists in a fetched data block.)
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// 5. BlockBasedTable::MultiGet. (To trace the referenced key and whether the
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// referenced key exists in a fetched data block.)
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// The context is created at:
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// 1. BlockBasedTable::Get. (kUserGet)
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// 2. BlockBasedTable::MultiGet. (kUserMGet)
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// 3. BlockBasedTable::NewIterator. (either kUserIterator, kCompaction, or
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// external SST ingestion calls this function.)
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// 4. BlockBasedTable::Open. (kPrefetch)
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// 5. Index/Filter::CacheDependencies. (kPrefetch)
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// 6. BlockBasedTable::ApproximateOffsetOf. (kCompaction or
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// kUserApproximateSize).
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struct BlockCacheLookupContext {
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BlockCacheLookupContext(const TableReaderCaller& _caller) : caller(_caller) {}
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BlockCacheLookupContext(const TableReaderCaller& _caller, uint64_t _get_id,
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bool _get_from_user_specified_snapshot)
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: caller(_caller),
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get_id(_get_id),
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get_from_user_specified_snapshot(_get_from_user_specified_snapshot) {}
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const TableReaderCaller caller;
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// These are populated when we perform lookup/insert on block cache. The block
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// cache tracer uses these inforation when logging the block access at
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// BlockBasedTable::GET and BlockBasedTable::MultiGet.
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bool is_cache_hit = false;
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bool no_insert = false;
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TraceType block_type = TraceType::kTraceMax;
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uint64_t block_size = 0;
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std::string block_key;
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uint64_t num_keys_in_block = 0;
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// The unique id associated with Get and MultiGet. This enables us to track
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// how many blocks a Get/MultiGet request accesses. We can also measure the
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// impact of row cache vs block cache.
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uint64_t get_id = 0;
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std::string referenced_key;
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bool get_from_user_specified_snapshot = false;
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void FillLookupContext(bool _is_cache_hit, bool _no_insert,
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TraceType _block_type, uint64_t _block_size,
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const std::string& _block_key,
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uint64_t _num_keys_in_block) {
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is_cache_hit = _is_cache_hit;
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no_insert = _no_insert;
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block_type = _block_type;
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block_size = _block_size;
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block_key = _block_key;
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num_keys_in_block = _num_keys_in_block;
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}
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};
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struct BlockCacheTraceHeader {
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uint64_t start_time;
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uint32_t rocksdb_major_version;
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uint32_t rocksdb_minor_version;
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};
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// BlockCacheTraceWriter captures all RocksDB block cache accesses using a
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// user-provided TraceWriter. Every RocksDB operation is written as a single
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// trace. Each trace will have a timestamp and type, followed by the trace
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// payload.
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class BlockCacheTraceWriterImpl : public BlockCacheTraceWriter {
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public:
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BlockCacheTraceWriterImpl(SystemClock* clock,
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const BlockCacheTraceWriterOptions& trace_options,
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std::unique_ptr<TraceWriter>&& trace_writer);
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~BlockCacheTraceWriterImpl() = default;
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// No copy and move.
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BlockCacheTraceWriterImpl(const BlockCacheTraceWriterImpl&) = delete;
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BlockCacheTraceWriterImpl& operator=(const BlockCacheTraceWriterImpl&) =
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delete;
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BlockCacheTraceWriterImpl(BlockCacheTraceWriterImpl&&) = delete;
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BlockCacheTraceWriterImpl& operator=(BlockCacheTraceWriterImpl&&) = delete;
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// Pass Slice references to avoid copy.
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Status WriteBlockAccess(const BlockCacheTraceRecord& record,
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const Slice& block_key, const Slice& cf_name,
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const Slice& referenced_key) override;
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// Write a trace header at the beginning, typically on initiating a trace,
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// with some metadata like a magic number and RocksDB version.
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Status WriteHeader() override;
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private:
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SystemClock* clock_;
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BlockCacheTraceWriterOptions trace_options_;
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std::unique_ptr<TraceWriter> trace_writer_;
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};
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// Write a trace record in human readable format, see
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// https://github.com/facebook/rocksdb/wiki/Block-cache-analysis-and-simulation-tools#trace-format
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// for details.
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class BlockCacheHumanReadableTraceWriter {
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public:
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~BlockCacheHumanReadableTraceWriter();
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Status NewWritableFile(const std::string& human_readable_trace_file_path,
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ROCKSDB_NAMESPACE::Env* env);
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Status WriteHumanReadableTraceRecord(const BlockCacheTraceRecord& access,
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uint64_t block_id, uint64_t get_key_id);
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private:
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char trace_record_buffer_[1024 * 1024];
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std::unique_ptr<ROCKSDB_NAMESPACE::WritableFile>
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human_readable_trace_file_writer_;
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};
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// BlockCacheTraceReader helps read the trace file generated by
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// BlockCacheTraceWriter using a user provided TraceReader.
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class BlockCacheTraceReader {
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public:
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BlockCacheTraceReader(std::unique_ptr<TraceReader>&& reader);
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virtual ~BlockCacheTraceReader() = default;
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// No copy and move.
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BlockCacheTraceReader(const BlockCacheTraceReader&) = delete;
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BlockCacheTraceReader& operator=(const BlockCacheTraceReader&) = delete;
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BlockCacheTraceReader(BlockCacheTraceReader&&) = delete;
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BlockCacheTraceReader& operator=(BlockCacheTraceReader&&) = delete;
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Status ReadHeader(BlockCacheTraceHeader* header);
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Status ReadAccess(BlockCacheTraceRecord* record);
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private:
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std::unique_ptr<TraceReader> trace_reader_;
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};
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// Read a trace record in human readable format, see
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// https://github.com/facebook/rocksdb/wiki/Block-cache-analysis-and-simulation-tools#trace-format
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// for detailed.
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class BlockCacheHumanReadableTraceReader : public BlockCacheTraceReader {
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public:
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BlockCacheHumanReadableTraceReader(const std::string& trace_file_path);
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~BlockCacheHumanReadableTraceReader();
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Status ReadHeader(BlockCacheTraceHeader* header);
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Status ReadAccess(BlockCacheTraceRecord* record);
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private:
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std::ifstream human_readable_trace_reader_;
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};
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// A block cache tracer. It downsamples the accesses according to
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// trace_options and uses BlockCacheTraceWriter to write the access record to
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// the trace file.
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class BlockCacheTracer {
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public:
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BlockCacheTracer();
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~BlockCacheTracer();
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// No copy and move.
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BlockCacheTracer(const BlockCacheTracer&) = delete;
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BlockCacheTracer& operator=(const BlockCacheTracer&) = delete;
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BlockCacheTracer(BlockCacheTracer&&) = delete;
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BlockCacheTracer& operator=(BlockCacheTracer&&) = delete;
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// Start writing block cache accesses to the trace_writer.
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Status StartTrace(const BlockCacheTraceOptions& trace_options,
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std::unique_ptr<BlockCacheTraceWriter>&& trace_writer);
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// Stop writing block cache accesses to the trace_writer.
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void EndTrace();
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bool is_tracing_enabled() const {
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return writer_.load(std::memory_order_relaxed);
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}
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Status WriteBlockAccess(const BlockCacheTraceRecord& record,
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const Slice& block_key, const Slice& cf_name,
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const Slice& referenced_key);
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// GetId cycles from 1 to std::numeric_limits<uint64_t>::max().
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uint64_t NextGetId();
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private:
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BlockCacheTraceOptions trace_options_;
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// A mutex protects the writer_.
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InstrumentedMutex trace_writer_mutex_;
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std::atomic<BlockCacheTraceWriter*> writer_;
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std::atomic<uint64_t> get_id_counter_;
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};
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} // namespace ROCKSDB_NAMESPACE
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