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rocksdb/tools/block_cache_trace_analyzer.h

131 lines
4.7 KiB

// 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).
#pragma once
#include <map>
#include <vector>
#include "rocksdb/env.h"
#include "trace_replay/block_cache_tracer.h"
namespace rocksdb {
// Statistics of a block.
struct BlockAccessInfo {
uint64_t num_accesses = 0;
uint64_t block_size = 0;
uint64_t first_access_time = 0;
uint64_t last_access_time = 0;
uint64_t num_keys = 0;
std::map<std::string, uint64_t>
key_num_access_map; // for keys exist in this block.
std::map<std::string, uint64_t>
non_exist_key_num_access_map; // for keys do not exist in this block.
uint64_t num_referenced_key_exist_in_block = 0;
std::map<BlockCacheLookupCaller, uint64_t> caller_num_access_map;
void AddAccess(const BlockCacheTraceRecord& access) {
if (first_access_time == 0) {
first_access_time = access.access_timestamp;
}
last_access_time = access.access_timestamp;
block_size = access.block_size;
caller_num_access_map[access.caller]++;
num_accesses++;
if (ShouldTraceReferencedKey(access)) {
num_keys = access.num_keys_in_block;
if (access.is_referenced_key_exist_in_block == Boolean::kTrue) {
key_num_access_map[access.referenced_key]++;
num_referenced_key_exist_in_block++;
} else {
non_exist_key_num_access_map[access.referenced_key]++;
}
}
}
};
// Aggregates stats of a block given a block type.
struct BlockTypeAccessInfoAggregate {
std::map<std::string, BlockAccessInfo> block_access_info_map;
};
// Aggregates BlockTypeAggregate given a SST file.
struct SSTFileAccessInfoAggregate {
uint32_t level;
std::map<TraceType, BlockTypeAccessInfoAggregate> block_type_aggregates_map;
};
// Aggregates SSTFileAggregate given a column family.
struct ColumnFamilyAccessInfoAggregate {
std::map<uint64_t, SSTFileAccessInfoAggregate> fd_aggregates_map;
};
class BlockCacheTraceAnalyzer {
public:
BlockCacheTraceAnalyzer(const std::string& trace_file_path);
~BlockCacheTraceAnalyzer() = default;
// No copy and move.
BlockCacheTraceAnalyzer(const BlockCacheTraceAnalyzer&) = delete;
BlockCacheTraceAnalyzer& operator=(const BlockCacheTraceAnalyzer&) = delete;
BlockCacheTraceAnalyzer(BlockCacheTraceAnalyzer&&) = delete;
BlockCacheTraceAnalyzer& operator=(BlockCacheTraceAnalyzer&&) = delete;
// Read all access records in the given trace_file, maintains the stats of
// a block, and aggregates the information by block type, sst file, and column
// family. Subsequently, the caller may call Print* functions to print
// statistics.
Status Analyze();
// Print a summary of statistics of the trace, e.g.,
// Number of files: 2 Number of blocks: 50 Number of accesses: 50
// Number of Index blocks: 10
// Number of Filter blocks: 10
// Number of Data blocks: 10
// Number of UncompressionDict blocks: 10
// Number of RangeDeletion blocks: 10
// ***************************************************************
// Caller Get: Number of accesses 10
// Caller Get: Number of accesses per level break down
// Level 0: Number of accesses: 10
// Caller Get: Number of accesses per block type break down
// Block Type Index: Number of accesses: 2
// Block Type Filter: Number of accesses: 2
// Block Type Data: Number of accesses: 2
// Block Type UncompressionDict: Number of accesses: 2
// Block Type RangeDeletion: Number of accesses: 2
void PrintStatsSummary() const;
// Print block size distribution and the distribution break down by block type
// and column family.
void PrintBlockSizeStats() const;
// Print access count distribution and the distribution break down by block
// type and column family.
void PrintAccessCountStats() const;
// Print data block accesses by user Get and Multi-Get.
// It prints out 1) A histogram on the percentage of keys accessed in a data
// block break down by if a referenced key exists in the data block andthe
// histogram break down by column family. 2) A histogram on the percentage of
// accesses on keys exist in a data block and its break down by column family.
void PrintDataBlockAccessStats() const;
const std::map<std::string, ColumnFamilyAccessInfoAggregate>&
TEST_cf_aggregates_map() const {
return cf_aggregates_map_;
}
private:
void RecordAccess(const BlockCacheTraceRecord& access);
rocksdb::Env* env_;
std::string trace_file_path_;
BlockCacheTraceHeader header_;
std::map<std::string, ColumnFamilyAccessInfoAggregate> cf_aggregates_map_;
};
} // namespace rocksdb