rocksdb/include/rocksdb/table.h
Lei Jin c6275956e2 improve memory efficiency of cuckoo reader
Summary:
When creating a new iterator, instead of storing mapping from key to
bucket id for sorting, store only bucket id and read key from mmap file
based on the id. This reduces from 20 bytes per entry to only 4 bytes.

Test Plan: db_bench

Reviewers: igor, yhchiang, sdong

Reviewed By: sdong

Subscribers: leveldb

Differential Revision: https://reviews.facebook.net/D23757
2014-09-25 16:15:23 -07:00

386 lines
17 KiB
C++

// 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.
//
// Currently we support two types of tables: plain table and block-based table.
// 1. Block-based table: this is the default table type that we inherited from
// LevelDB, which was designed for storing data in hard disk or flash
// device.
// 2. Plain table: it is one of RocksDB's SST file format optimized
// for low query latency on pure-memory or really low-latency media.
//
// A tutorial of rocksdb table formats is available here:
// https://github.com/facebook/rocksdb/wiki/A-Tutorial-of-RocksDB-SST-formats
//
// Example code is also available
// https://github.com/facebook/rocksdb/wiki/A-Tutorial-of-RocksDB-SST-formats#wiki-examples
#pragma once
#include <memory>
#include <string>
#include <unordered_map>
#include "rocksdb/env.h"
#include "rocksdb/iterator.h"
#include "rocksdb/options.h"
#include "rocksdb/immutable_options.h"
#include "rocksdb/status.h"
namespace rocksdb {
// -- Block-based Table
class FlushBlockPolicyFactory;
class RandomAccessFile;
class TableBuilder;
class TableReader;
class WritableFile;
struct EnvOptions;
struct Options;
using std::unique_ptr;
enum ChecksumType : char {
kNoChecksum = 0x0, // not yet supported. Will fail
kCRC32c = 0x1,
kxxHash = 0x2,
};
// For advanced user only
struct BlockBasedTableOptions {
// @flush_block_policy_factory creates the instances of flush block policy.
// which provides a configurable way to determine when to flush a block in
// the block based tables. If not set, table builder will use the default
// block flush policy, which cut blocks by block size (please refer to
// `FlushBlockBySizePolicy`).
std::shared_ptr<FlushBlockPolicyFactory> flush_block_policy_factory;
// TODO(kailiu) Temporarily disable this feature by making the default value
// to be false.
//
// Indicating if we'd put index/filter blocks to the block cache.
// If not specified, each "table reader" object will pre-load index/filter
// block during table initialization.
bool cache_index_and_filter_blocks = false;
// The index type that will be used for this table.
enum IndexType : char {
// A space efficient index block that is optimized for
// binary-search-based index.
kBinarySearch,
// The hash index, if enabled, will do the hash lookup when
// `Options.prefix_extractor` is provided.
kHashSearch,
};
IndexType index_type = kBinarySearch;
// Influence the behavior when kHashSearch is used.
// if false, stores a precise prefix to block range mapping
// if true, does not store prefix and allows prefix hash collision
// (less memory consumption)
bool hash_index_allow_collision = true;
// Use the specified checksum type. Newly created table files will be
// protected with this checksum type. Old table files will still be readable,
// even though they have different checksum type.
ChecksumType checksum = kCRC32c;
// Disable block cache. If this is set to true,
// then no block cache should be used, and the block_cache should
// point to a nullptr object.
bool no_block_cache = false;
// If non-NULL use the specified cache for blocks.
// If NULL, rocksdb will automatically create and use an 8MB internal cache.
std::shared_ptr<Cache> block_cache = nullptr;
// If non-NULL use the specified cache for compressed blocks.
// If NULL, rocksdb will not use a compressed block cache.
std::shared_ptr<Cache> block_cache_compressed = nullptr;
// Approximate size of user data packed per block. Note that the
// block size specified here corresponds to uncompressed data. The
// actual size of the unit read from disk may be smaller if
// compression is enabled. This parameter can be changed dynamically.
size_t block_size = 4 * 1024;
// This is used to close a block before it reaches the configured
// 'block_size'. If the percentage of free space in the current block is less
// than this specified number and adding a new record to the block will
// exceed the configured block size, then this block will be closed and the
// new record will be written to the next block.
int block_size_deviation = 10;
// Number of keys between restart points for delta encoding of keys.
// This parameter can be changed dynamically. Most clients should
// leave this parameter alone.
int block_restart_interval = 16;
// If non-nullptr, use the specified filter policy to reduce disk reads.
// Many applications will benefit from passing the result of
// NewBloomFilterPolicy() here.
std::shared_ptr<const FilterPolicy> filter_policy = nullptr;
// If true, place whole keys in the filter (not just prefixes).
// This must generally be true for gets to be efficient.
bool whole_key_filtering = true;
};
// Table Properties that are specific to block-based table properties.
struct BlockBasedTablePropertyNames {
// value of this propertis is a fixed int32 number.
static const std::string kIndexType;
};
// Create default block based table factory.
extern TableFactory* NewBlockBasedTableFactory(
const BlockBasedTableOptions& table_options = BlockBasedTableOptions());
#ifndef ROCKSDB_LITE
enum EncodingType : char {
// Always write full keys without any special encoding.
kPlain,
// Find opportunity to write the same prefix once for multiple rows.
// In some cases, when a key follows a previous key with the same prefix,
// instead of writing out the full key, it just writes out the size of the
// shared prefix, as well as other bytes, to save some bytes.
//
// When using this option, the user is required to use the same prefix
// extractor to make sure the same prefix will be extracted from the same key.
// The Name() value of the prefix extractor will be stored in the file. When
// reopening the file, the name of the options.prefix_extractor given will be
// bitwise compared to the prefix extractors stored in the file. An error
// will be returned if the two don't match.
kPrefix,
};
// Table Properties that are specific to plain table properties.
struct PlainTablePropertyNames {
static const std::string kPrefixExtractorName;
static const std::string kEncodingType;
static const std::string kBloomVersion;
static const std::string kNumBloomBlocks;
};
const uint32_t kPlainTableVariableLength = 0;
struct PlainTableOptions {
// @user_key_len: plain table has optimization for fix-sized keys, which can
// be specified via user_key_len. Alternatively, you can pass
// `kPlainTableVariableLength` if your keys have variable
// lengths.
uint32_t user_key_len = kPlainTableVariableLength;
// @bloom_bits_per_key: the number of bits used for bloom filer per prefix.
// You may disable it by passing a zero.
int bloom_bits_per_key = 10;
// @hash_table_ratio: the desired utilization of the hash table used for
// prefix hashing.
// hash_table_ratio = number of prefixes / #buckets in the
// hash table
double hash_table_ratio = 0.75;
// @index_sparseness: inside each prefix, need to build one index record for
// how many keys for binary search inside each hash bucket.
// For encoding type kPrefix, the value will be used when
// writing to determine an interval to rewrite the full
// key. It will also be used as a suggestion and satisfied
// when possible.
size_t index_sparseness = 16;
// @huge_page_tlb_size: if <=0, allocate hash indexes and blooms from malloc.
// Otherwise from huge page TLB. The user needs to
// reserve huge pages for it to be allocated, like:
// sysctl -w vm.nr_hugepages=20
// See linux doc Documentation/vm/hugetlbpage.txt
size_t huge_page_tlb_size = 0;
// @encoding_type: how to encode the keys. See enum EncodingType above for
// the choices. The value will determine how to encode keys
// when writing to a new SST file. This value will be stored
// inside the SST file which will be used when reading from
// the file, which makes it possible for users to choose
// different encoding type when reopening a DB. Files with
// different encoding types can co-exist in the same DB and
// can be read.
EncodingType encoding_type = kPlain;
// @full_scan_mode: mode for reading the whole file one record by one without
// using the index.
bool full_scan_mode = false;
// @store_index_in_file: compute plain table index and bloom filter during
// file building and store it in file. When reading
// file, index will be mmaped instead of recomputation.
bool store_index_in_file = false;
};
// -- Plain Table with prefix-only seek
// For this factory, you need to set Options.prefix_extrator properly to make it
// work. Look-up will starts with prefix hash lookup for key prefix. Inside the
// hash bucket found, a binary search is executed for hash conflicts. Finally,
// a linear search is used.
extern TableFactory* NewPlainTableFactory(const PlainTableOptions& options =
PlainTableOptions());
struct CuckooTablePropertyNames {
// The key that is used to fill empty buckets.
static const std::string kEmptyKey;
// Fixed length of value.
static const std::string kValueLength;
// Number of hash functions used in Cuckoo Hash.
static const std::string kNumHashFunc;
// It denotes the number of buckets in a Cuckoo Block. Given a key and a
// particular hash function, a Cuckoo Block is a set of consecutive buckets,
// where starting bucket id is given by the hash function on the key. In case
// of a collision during inserting the key, the builder tries to insert the
// key in other locations of the cuckoo block before using the next hash
// function. This reduces cache miss during read operation in case of
// collision.
static const std::string kCuckooBlockSize;
// Size of the hash table. Use this number to compute the modulo of hash
// function. The actual number of buckets will be kMaxHashTableSize +
// kCuckooBlockSize - 1. The last kCuckooBlockSize-1 buckets are used to
// accommodate the Cuckoo Block from end of hash table, due to cache friendly
// implementation.
static const std::string kHashTableSize;
// Denotes if the key sorted in the file is Internal Key (if false)
// or User Key only (if true).
static const std::string kIsLastLevel;
// Indicate if using identity function for the first hash function.
static const std::string kIdentityAsFirstHash;
// Indicate if using module or bit and to calculate hash value
static const std::string kUseModuleHash;
// Fixed user key length
static const std::string kUserKeyLength;
};
struct CuckooTableOptions {
// Determines the utilization of hash tables. Smaller values
// result in larger hash tables with fewer collisions.
double hash_table_ratio = 0.9;
// A property used by builder to determine the depth to go to
// 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 optino 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
// 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 two places:
// (1) TableCache::FindTable() calls the function when table cache miss
// and cache the table object returned.
// (1) SstFileReader (for SST Dump) opens the table and dump the table
// contents using the interator of the table.
// ImmutableCFOptions is a subset of Options that can not be altered.
// EnvOptions is a subset of Options that will be used by Env.
// Multiple configured can be accessed from there, including and not
// limited to block cache and key comparators.
// 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 ImmutableCFOptions& ioptions, const EnvOptions& env_options,
const InternalKeyComparator& internal_comparator,
unique_ptr<RandomAccessFile>&& file, uint64_t file_size,
unique_ptr<TableReader>* table_reader) 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())
//
// ImmutableCFOptions is a subset of Options that can not be altered.
// Multiple configured can be acceseed 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 ImmutableCFOptions& ioptions,
const InternalKeyComparator& internal_comparator,
WritableFile* file, const CompressionType compression_type,
const CompressionOptions& compression_opts) const = 0;
// Sanitizes the specified DB Options.
//
// If the function cannot find a way to sanitize the input DB Options,
// a non-ok Status will be returned.
virtual Status SanitizeDBOptions(const DBOptions* db_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;
};
#ifndef ROCKSDB_LITE
// Create a special table factory that can open both of block based table format
// and plain table, 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.
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