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df38c1ce66
Summary: Introduce BlockBasedTableOptions::index_shortening to give users control on which key shortening techniques to be used in building index blocks. Before this patch, both separators and successor keys where shortened in indexes. With this patch, the default is set to kShortenSeparators to only shorten the separators. Since each index block has many separators and only one successor (last key), the change should not have negative impact on index block size. However it should prevent many unnecessary block loads where due to approximation introduced by shorted successor, seek would land us to the previous block and then fix it by moving to the next one. Pull Request resolved: https://github.com/facebook/rocksdb/pull/5174 Differential Revision: D14884185 Pulled By: al13n321 fbshipit-source-id: 1b08bc8c03edcf09b6b8c16e9a7eea08ad4dd534
587 lines
26 KiB
C++
587 lines
26 KiB
C++
// Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
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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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//
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// Currently we support two types of tables: plain table and block-based table.
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// 1. Block-based table: this is the default table type that we inherited from
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// LevelDB, which was designed for storing data in hard disk or flash
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// device.
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// 2. Plain table: it is one of RocksDB's SST file format optimized
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// for low query latency on pure-memory or really low-latency media.
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//
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// A tutorial of rocksdb table formats is available here:
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// https://github.com/facebook/rocksdb/wiki/A-Tutorial-of-RocksDB-SST-formats
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//
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// Example code is also available
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// https://github.com/facebook/rocksdb/wiki/A-Tutorial-of-RocksDB-SST-formats#wiki-examples
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#pragma once
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#include <memory>
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#include <string>
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#include <unordered_map>
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#include "rocksdb/cache.h"
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#include "rocksdb/env.h"
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#include "rocksdb/iterator.h"
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#include "rocksdb/options.h"
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#include "rocksdb/status.h"
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namespace rocksdb {
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// -- Block-based Table
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class FlushBlockPolicyFactory;
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class PersistentCache;
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class RandomAccessFile;
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struct TableReaderOptions;
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struct TableBuilderOptions;
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class TableBuilder;
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class TableReader;
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class WritableFileWriter;
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struct EnvOptions;
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struct Options;
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enum ChecksumType : char {
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kNoChecksum = 0x0,
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kCRC32c = 0x1,
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kxxHash = 0x2,
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kxxHash64 = 0x3,
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};
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// For advanced user only
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struct BlockBasedTableOptions {
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// @flush_block_policy_factory creates the instances of flush block policy.
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// which provides a configurable way to determine when to flush a block in
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// the block based tables. If not set, table builder will use the default
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// block flush policy, which cut blocks by block size (please refer to
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// `FlushBlockBySizePolicy`).
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std::shared_ptr<FlushBlockPolicyFactory> flush_block_policy_factory;
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// TODO(kailiu) Temporarily disable this feature by making the default value
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// to be false.
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//
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// TODO(ajkr) we need to update names of variables controlling meta-block
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// caching as they should now apply to range tombstone and compression
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// dictionary meta-blocks, in addition to index and filter meta-blocks.
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//
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// Indicating if we'd put index/filter blocks to the block cache.
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// If not specified, each "table reader" object will pre-load index/filter
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// block during table initialization.
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bool cache_index_and_filter_blocks = false;
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// If cache_index_and_filter_blocks is enabled, cache index and filter
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// blocks with high priority. If set to true, depending on implementation of
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// block cache, index and filter blocks may be less likely to be evicted
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// than data blocks.
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bool cache_index_and_filter_blocks_with_high_priority = false;
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// if cache_index_and_filter_blocks is true and the below is true, then
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// filter and index blocks are stored in the cache, but a reference is
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// held in the "table reader" object so the blocks are pinned and only
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// evicted from cache when the table reader is freed.
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bool pin_l0_filter_and_index_blocks_in_cache = false;
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// If cache_index_and_filter_blocks is true and the below is true, then
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// the top-level index of partitioned filter and index blocks are stored in
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// the cache, but a reference is held in the "table reader" object so the
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// blocks are pinned and only evicted from cache when the table reader is
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// freed. This is not limited to l0 in LSM tree.
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bool pin_top_level_index_and_filter = true;
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// The index type that will be used for this table.
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enum IndexType : char {
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// A space efficient index block that is optimized for
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// binary-search-based index.
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kBinarySearch,
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// The hash index, if enabled, will do the hash lookup when
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// `Options.prefix_extractor` is provided.
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kHashSearch,
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// A two-level index implementation. Both levels are binary search indexes.
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kTwoLevelIndexSearch,
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};
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IndexType index_type = kBinarySearch;
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// The index type that will be used for the data block.
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enum DataBlockIndexType : char {
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kDataBlockBinarySearch = 0, // traditional block type
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kDataBlockBinaryAndHash = 1, // additional hash index
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};
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DataBlockIndexType data_block_index_type = kDataBlockBinarySearch;
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// #entries/#buckets. It is valid only when data_block_hash_index_type is
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// kDataBlockBinaryAndHash.
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double data_block_hash_table_util_ratio = 0.75;
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// This option is now deprecated. No matter what value it is set to,
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// it will behave as if hash_index_allow_collision=true.
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bool hash_index_allow_collision = true;
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// Use the specified checksum type. Newly created table files will be
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// protected with this checksum type. Old table files will still be readable,
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// even though they have different checksum type.
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ChecksumType checksum = kCRC32c;
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// Disable block cache. If this is set to true,
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// then no block cache should be used, and the block_cache should
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// point to a nullptr object.
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bool no_block_cache = false;
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// If non-NULL use the specified cache for blocks.
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// If NULL, rocksdb will automatically create and use an 8MB internal cache.
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std::shared_ptr<Cache> block_cache = nullptr;
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// If non-NULL use the specified cache for pages read from device
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// IF NULL, no page cache is used
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std::shared_ptr<PersistentCache> persistent_cache = nullptr;
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// If non-NULL use the specified cache for compressed blocks.
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// If NULL, rocksdb will not use a compressed block cache.
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// Note: though it looks similar to `block_cache`, RocksDB doesn't put the
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// same type of object there.
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std::shared_ptr<Cache> block_cache_compressed = nullptr;
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// Approximate size of user data packed per block. Note that the
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// block size specified here corresponds to uncompressed data. The
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// actual size of the unit read from disk may be smaller if
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// compression is enabled. This parameter can be changed dynamically.
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size_t block_size = 4 * 1024;
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// This is used to close a block before it reaches the configured
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// 'block_size'. If the percentage of free space in the current block is less
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// than this specified number and adding a new record to the block will
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// exceed the configured block size, then this block will be closed and the
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// new record will be written to the next block.
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int block_size_deviation = 10;
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// Number of keys between restart points for delta encoding of keys.
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// This parameter can be changed dynamically. Most clients should
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// leave this parameter alone. The minimum value allowed is 1. Any smaller
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// value will be silently overwritten with 1.
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int block_restart_interval = 16;
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// Same as block_restart_interval but used for the index block.
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int index_block_restart_interval = 1;
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// Block size for partitioned metadata. Currently applied to indexes when
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// kTwoLevelIndexSearch is used and to filters when partition_filters is used.
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// Note: Since in the current implementation the filters and index partitions
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// are aligned, an index/filter block is created when either index or filter
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// block size reaches the specified limit.
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// Note: this limit is currently applied to only index blocks; a filter
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// partition is cut right after an index block is cut
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// TODO(myabandeh): remove the note above when filter partitions are cut
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// separately
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uint64_t metadata_block_size = 4096;
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// Note: currently this option requires kTwoLevelIndexSearch to be set as
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// well.
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// TODO(myabandeh): remove the note above once the limitation is lifted
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// Use partitioned full filters for each SST file. This option is
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// incompatible with block-based filters.
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bool partition_filters = false;
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// Use delta encoding to compress keys in blocks.
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// ReadOptions::pin_data requires this option to be disabled.
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//
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// Default: true
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bool use_delta_encoding = true;
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// If non-nullptr, use the specified filter policy to reduce disk reads.
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// Many applications will benefit from passing the result of
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// NewBloomFilterPolicy() here.
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std::shared_ptr<const FilterPolicy> filter_policy = nullptr;
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// If true, place whole keys in the filter (not just prefixes).
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// This must generally be true for gets to be efficient.
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bool whole_key_filtering = true;
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// Verify that decompressing the compressed block gives back the input. This
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// is a verification mode that we use to detect bugs in compression
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// algorithms.
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bool verify_compression = false;
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// If used, For every data block we load into memory, we will create a bitmap
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// of size ((block_size / `read_amp_bytes_per_bit`) / 8) bytes. This bitmap
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// will be used to figure out the percentage we actually read of the blocks.
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//
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// When this feature is used Tickers::READ_AMP_ESTIMATE_USEFUL_BYTES and
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// Tickers::READ_AMP_TOTAL_READ_BYTES can be used to calculate the
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// read amplification using this formula
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// (READ_AMP_TOTAL_READ_BYTES / READ_AMP_ESTIMATE_USEFUL_BYTES)
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//
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// value => memory usage (percentage of loaded blocks memory)
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// 1 => 12.50 %
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// 2 => 06.25 %
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// 4 => 03.12 %
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// 8 => 01.56 %
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// 16 => 00.78 %
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//
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// Note: This number must be a power of 2, if not it will be sanitized
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// to be the next lowest power of 2, for example a value of 7 will be
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// treated as 4, a value of 19 will be treated as 16.
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//
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// Default: 0 (disabled)
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uint32_t read_amp_bytes_per_bit = 0;
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// We currently have five versions:
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// 0 -- This version is currently written out by all RocksDB's versions by
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// default. Can be read by really old RocksDB's. Doesn't support changing
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// checksum (default is CRC32).
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// 1 -- Can be read by RocksDB's versions since 3.0. Supports non-default
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// checksum, like xxHash. It is written by RocksDB when
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// BlockBasedTableOptions::checksum is something other than kCRC32c. (version
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// 0 is silently upconverted)
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// 2 -- Can be read by RocksDB's versions since 3.10. Changes the way we
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// encode compressed blocks with LZ4, BZip2 and Zlib compression. If you
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// don't plan to run RocksDB before version 3.10, you should probably use
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// this.
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// 3 -- Can be read by RocksDB's versions since 5.15. Changes the way we
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// encode the keys in index blocks. If you don't plan to run RocksDB before
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// version 5.15, you should probably use this.
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// This option only affects newly written tables. When reading existing
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// tables, the information about version is read from the footer.
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// 4 -- Can be read by RocksDB's versions since 5.16. Changes the way we
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// encode the values in index blocks. If you don't plan to run RocksDB before
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// version 5.16 and you are using index_block_restart_interval > 1, you should
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// probably use this as it would reduce the index size.
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// This option only affects newly written tables. When reading existing
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// tables, the information about version is read from the footer.
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uint32_t format_version = 2;
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// Store index blocks on disk in compressed format. Changing this option to
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// false will avoid the overhead of decompression if index blocks are evicted
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// and read back
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bool enable_index_compression = true;
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// Align data blocks on lesser of page size and block size
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bool block_align = false;
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// This enum allows trading off increased index size for improved iterator
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// seek performance in some situations, particularly when block cache is
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// disabled (ReadOptions::fill_cache = false) and direct IO is
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// enabled (DBOptions::use_direct_reads = true).
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// The default mode is the best tradeoff for most use cases.
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// This option only affects newly written tables.
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//
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// The index contains a key separating each pair of consecutive blocks.
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// Let A be the highest key in one block, B the lowest key in the next block,
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// and I the index entry separating these two blocks:
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// [ ... A] I [B ...]
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// I is allowed to be anywhere in [A, B).
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// If an iterator is seeked to a key in (A, I], we'll unnecessarily read the
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// first block, then immediately fall through to the second block.
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// However, if I=A, this can't happen, and we'll read only the second block.
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// In kNoShortening mode, we use I=A. In other modes, we use the shortest
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// key in [A, B), which usually significantly reduces index size.
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//
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// There's a similar story for the last index entry, which is an upper bound
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// of the highest key in the file. If it's shortened and therefore
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// overestimated, iterator is likely to unnecessarily read the last data block
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// from each file on each seek.
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enum class IndexShorteningMode : char {
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// Use full keys.
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kNoShortening,
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// Shorten index keys between blocks, but use full key for the last index
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// key, which is the upper bound of the whole file.
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kShortenSeparators,
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// Shorten both keys between blocks and key after last block.
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kShortenSeparatorsAndSuccessor,
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};
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IndexShorteningMode index_shortening =
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IndexShorteningMode::kShortenSeparators;
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};
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// Table Properties that are specific to block-based table properties.
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struct BlockBasedTablePropertyNames {
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// value of this properties is a fixed int32 number.
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static const std::string kIndexType;
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// value is "1" for true and "0" for false.
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static const std::string kWholeKeyFiltering;
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// value is "1" for true and "0" for false.
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static const std::string kPrefixFiltering;
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};
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// Create default block based table factory.
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extern TableFactory* NewBlockBasedTableFactory(
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const BlockBasedTableOptions& table_options = BlockBasedTableOptions());
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#ifndef ROCKSDB_LITE
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enum EncodingType : char {
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// Always write full keys without any special encoding.
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kPlain,
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// Find opportunity to write the same prefix once for multiple rows.
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// In some cases, when a key follows a previous key with the same prefix,
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// instead of writing out the full key, it just writes out the size of the
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// shared prefix, as well as other bytes, to save some bytes.
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//
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// When using this option, the user is required to use the same prefix
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// extractor to make sure the same prefix will be extracted from the same key.
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// The Name() value of the prefix extractor will be stored in the file. When
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// reopening the file, the name of the options.prefix_extractor given will be
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// bitwise compared to the prefix extractors stored in the file. An error
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// will be returned if the two don't match.
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kPrefix,
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};
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// Table Properties that are specific to plain table properties.
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struct PlainTablePropertyNames {
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static const std::string kEncodingType;
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static const std::string kBloomVersion;
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static const std::string kNumBloomBlocks;
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};
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const uint32_t kPlainTableVariableLength = 0;
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struct PlainTableOptions {
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// @user_key_len: plain table has optimization for fix-sized keys, which can
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// be specified via user_key_len. Alternatively, you can pass
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// `kPlainTableVariableLength` if your keys have variable
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// lengths.
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uint32_t user_key_len = kPlainTableVariableLength;
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// @bloom_bits_per_key: the number of bits used for bloom filer per prefix.
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// You may disable it by passing a zero.
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int bloom_bits_per_key = 10;
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// @hash_table_ratio: the desired utilization of the hash table used for
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// prefix hashing.
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// hash_table_ratio = number of prefixes / #buckets in the
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// hash table
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double hash_table_ratio = 0.75;
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// @index_sparseness: inside each prefix, need to build one index record for
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// how many keys for binary search inside each hash bucket.
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// For encoding type kPrefix, the value will be used when
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// writing to determine an interval to rewrite the full
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// key. It will also be used as a suggestion and satisfied
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// when possible.
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size_t index_sparseness = 16;
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// @huge_page_tlb_size: if <=0, allocate hash indexes and blooms from malloc.
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// Otherwise from huge page TLB. The user needs to
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// reserve huge pages for it to be allocated, like:
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// sysctl -w vm.nr_hugepages=20
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// See linux doc Documentation/vm/hugetlbpage.txt
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size_t huge_page_tlb_size = 0;
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// @encoding_type: how to encode the keys. See enum EncodingType above for
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// the choices. The value will determine how to encode keys
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// when writing to a new SST file. This value will be stored
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// inside the SST file which will be used when reading from
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// the file, which makes it possible for users to choose
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// different encoding type when reopening a DB. Files with
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// different encoding types can co-exist in the same DB and
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// can be read.
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EncodingType encoding_type = kPlain;
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// @full_scan_mode: mode for reading the whole file one record by one without
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// using the index.
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bool full_scan_mode = false;
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// @store_index_in_file: compute plain table index and bloom filter during
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// file building and store it in file. When reading
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// file, index will be mmaped instead of recomputation.
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bool store_index_in_file = false;
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};
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// -- Plain Table with prefix-only seek
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// For this factory, you need to set Options.prefix_extractor properly to make
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// it work. Look-up will starts with prefix hash lookup for key prefix. Inside
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// the hash bucket found, a binary search is executed for hash conflicts.
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// Finally, a linear search is used.
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extern TableFactory* NewPlainTableFactory(
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const PlainTableOptions& options = PlainTableOptions());
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struct CuckooTablePropertyNames {
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// The key that is used to fill empty buckets.
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static const std::string kEmptyKey;
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// Fixed length of value.
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static const std::string kValueLength;
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// Number of hash functions used in Cuckoo Hash.
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static const std::string kNumHashFunc;
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// It denotes the number of buckets in a Cuckoo Block. Given a key and a
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// particular hash function, a Cuckoo Block is a set of consecutive buckets,
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// where starting bucket id is given by the hash function on the key. In case
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// of a collision during inserting the key, the builder tries to insert the
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// key in other locations of the cuckoo block before using the next hash
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// function. This reduces cache miss during read operation in case of
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// collision.
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static const std::string kCuckooBlockSize;
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// Size of the hash table. Use this number to compute the modulo of hash
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// function. The actual number of buckets will be kMaxHashTableSize +
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// kCuckooBlockSize - 1. The last kCuckooBlockSize-1 buckets are used to
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// accommodate the Cuckoo Block from end of hash table, due to cache friendly
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// implementation.
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static const std::string kHashTableSize;
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// Denotes if the key sorted in the file is Internal Key (if false)
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// or User Key only (if true).
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static const std::string kIsLastLevel;
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// Indicate if using identity function for the first hash function.
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static const std::string kIdentityAsFirstHash;
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// Indicate if using module or bit and to calculate hash value
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static const std::string kUseModuleHash;
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// Fixed user key length
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static const std::string kUserKeyLength;
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};
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struct CuckooTableOptions {
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// Determines the utilization of hash tables. Smaller values
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// result in larger hash tables with fewer collisions.
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double hash_table_ratio = 0.9;
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// A property used by builder to determine the depth to go to
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// to search for a path to displace elements in case of
|
|
// collision. See Builder.MakeSpaceForKey method. Higher
|
|
// values result in more efficient hash tables with fewer
|
|
// lookups but take more time to build.
|
|
uint32_t max_search_depth = 100;
|
|
// In case of collision while inserting, the builder
|
|
// attempts to insert in the next cuckoo_block_size
|
|
// locations before skipping over to the next Cuckoo hash
|
|
// function. This makes lookups more cache friendly in case
|
|
// of collisions.
|
|
uint32_t cuckoo_block_size = 5;
|
|
// If this option is enabled, user key is treated as uint64_t and its value
|
|
// is used as hash value directly. This option changes builder's behavior.
|
|
// Reader ignore this option and behave according to what specified in table
|
|
// property.
|
|
bool identity_as_first_hash = false;
|
|
// If this option is set to true, module is used during hash calculation.
|
|
// This often yields better space efficiency at the cost of performance.
|
|
// If this option is set to false, # of entries in table is constrained to be
|
|
// power of two, and bit and is used to calculate hash, which is faster in
|
|
// general.
|
|
bool use_module_hash = true;
|
|
};
|
|
|
|
// Cuckoo Table Factory for SST table format using Cache Friendly Cuckoo Hashing
|
|
extern TableFactory* NewCuckooTableFactory(
|
|
const CuckooTableOptions& table_options = CuckooTableOptions());
|
|
|
|
#endif // ROCKSDB_LITE
|
|
|
|
class RandomAccessFileReader;
|
|
|
|
// A base class for table factories.
|
|
class TableFactory {
|
|
public:
|
|
virtual ~TableFactory() {}
|
|
|
|
// The type of the table.
|
|
//
|
|
// The client of this package should switch to a new name whenever
|
|
// the table format implementation changes.
|
|
//
|
|
// Names starting with "rocksdb." are reserved and should not be used
|
|
// by any clients of this package.
|
|
virtual const char* Name() const = 0;
|
|
|
|
// Returns a Table object table that can fetch data from file specified
|
|
// in parameter file. It's the caller's responsibility to make sure
|
|
// file is in the correct format.
|
|
//
|
|
// NewTableReader() is called in three places:
|
|
// (1) TableCache::FindTable() calls the function when table cache miss
|
|
// and cache the table object returned.
|
|
// (2) SstFileDumper (for SST Dump) opens the table and dump the table
|
|
// contents using the iterator of the table.
|
|
// (3) DBImpl::IngestExternalFile() calls this function to read the contents
|
|
// of the sst file it's attempting to add
|
|
//
|
|
// table_reader_options is a TableReaderOptions which contain all the
|
|
// needed parameters and configuration to open the table.
|
|
// file is a file handler to handle the file for the table.
|
|
// file_size is the physical file size of the file.
|
|
// table_reader is the output table reader.
|
|
virtual Status NewTableReader(
|
|
const TableReaderOptions& table_reader_options,
|
|
std::unique_ptr<RandomAccessFileReader>&& file, uint64_t file_size,
|
|
std::unique_ptr<TableReader>* table_reader,
|
|
bool prefetch_index_and_filter_in_cache = true) const = 0;
|
|
|
|
// Return a table builder to write to a file for this table type.
|
|
//
|
|
// It is called in several places:
|
|
// (1) When flushing memtable to a level-0 output file, it creates a table
|
|
// builder (In DBImpl::WriteLevel0Table(), by calling BuildTable())
|
|
// (2) During compaction, it gets the builder for writing compaction output
|
|
// files in DBImpl::OpenCompactionOutputFile().
|
|
// (3) When recovering from transaction logs, it creates a table builder to
|
|
// write to a level-0 output file (In DBImpl::WriteLevel0TableForRecovery,
|
|
// by calling BuildTable())
|
|
// (4) When running Repairer, it creates a table builder to convert logs to
|
|
// SST files (In Repairer::ConvertLogToTable() by calling BuildTable())
|
|
//
|
|
// Multiple configured can be accessed from there, including and not limited
|
|
// to compression options. file is a handle of a writable file.
|
|
// It is the caller's responsibility to keep the file open and close the file
|
|
// after closing the table builder. compression_type is the compression type
|
|
// to use in this table.
|
|
virtual TableBuilder* NewTableBuilder(
|
|
const TableBuilderOptions& table_builder_options,
|
|
uint32_t column_family_id, WritableFileWriter* file) const = 0;
|
|
|
|
// Sanitizes the specified DB Options and ColumnFamilyOptions.
|
|
//
|
|
// If the function cannot find a way to sanitize the input DB Options,
|
|
// a non-ok Status will be returned.
|
|
virtual Status SanitizeOptions(const DBOptions& db_opts,
|
|
const ColumnFamilyOptions& cf_opts) const = 0;
|
|
|
|
// Return a string that contains printable format of table configurations.
|
|
// RocksDB prints configurations at DB Open().
|
|
virtual std::string GetPrintableTableOptions() const = 0;
|
|
|
|
virtual Status GetOptionString(std::string* /*opt_string*/,
|
|
const std::string& /*delimiter*/) const {
|
|
return Status::NotSupported(
|
|
"The table factory doesn't implement GetOptionString().");
|
|
}
|
|
|
|
// Returns the raw pointer of the table options that is used by this
|
|
// TableFactory, or nullptr if this function is not supported.
|
|
// Since the return value is a raw pointer, the TableFactory owns the
|
|
// pointer and the caller should not delete the pointer.
|
|
//
|
|
// In certain case, it is desirable to alter the underlying options when the
|
|
// TableFactory is not used by any open DB by casting the returned pointer
|
|
// to the right class. For instance, if BlockBasedTableFactory is used,
|
|
// then the pointer can be casted to BlockBasedTableOptions.
|
|
//
|
|
// Note that changing the underlying TableFactory options while the
|
|
// TableFactory is currently used by any open DB is undefined behavior.
|
|
// Developers should use DB::SetOption() instead to dynamically change
|
|
// options while the DB is open.
|
|
virtual void* GetOptions() { return nullptr; }
|
|
|
|
// Return is delete range supported
|
|
virtual bool IsDeleteRangeSupported() const { return false; }
|
|
};
|
|
|
|
#ifndef ROCKSDB_LITE
|
|
// Create a special table factory that can open either of the supported
|
|
// table formats, based on setting inside the SST files. It should be used to
|
|
// convert a DB from one table format to another.
|
|
// @table_factory_to_write: the table factory used when writing to new files.
|
|
// @block_based_table_factory: block based table factory to use. If NULL, use
|
|
// a default one.
|
|
// @plain_table_factory: plain table factory to use. If NULL, use a default one.
|
|
// @cuckoo_table_factory: cuckoo table factory to use. If NULL, use a default
|
|
// one.
|
|
extern TableFactory* NewAdaptiveTableFactory(
|
|
std::shared_ptr<TableFactory> table_factory_to_write = nullptr,
|
|
std::shared_ptr<TableFactory> block_based_table_factory = nullptr,
|
|
std::shared_ptr<TableFactory> plain_table_factory = nullptr,
|
|
std::shared_ptr<TableFactory> cuckoo_table_factory = nullptr);
|
|
|
|
#endif // ROCKSDB_LITE
|
|
|
|
} // namespace rocksdb
|