rocksdb/table/block_based_filter_block.cc
Feng Zhu 0af157f9bf Implement full filter for block based table.
Summary:
1. Make filter_block.h a base class. Derive block_based_filter_block and full_filter_block. The previous one is the traditional filter block. The full_filter_block is newly added. It would generate a filter block that contain all the keys in SST file.

2. When querying a key, table would first check if full_filter is available. If not, it would go to the exact data block and check using block_based filter.

3. User could choose to use full_filter or tradional(block_based_filter). They would be stored in SST file with different meta index name. "filter.filter_policy" or "full_filter.filter_policy". Then, Table reader is able to know the fllter block type.

4. Some optimizations have been done for full_filter_block, thus it requires a different interface compared to the original one in filter_policy.h.

5. Actual implementation of filter bits coding/decoding is placed in util/bloom_impl.cc

Benchmark: base commit 1d23b5c470
Command:
db_bench --db=/dev/shm/rocksdb --num_levels=6 --key_size=20 --prefix_size=20 --keys_per_prefix=0 --value_size=100 --write_buffer_size=134217728 --max_write_buffer_number=2 --target_file_size_base=33554432 --max_bytes_for_level_base=1073741824 --verify_checksum=false --max_background_compactions=4 --use_plain_table=0 --memtablerep=prefix_hash --open_files=-1 --mmap_read=1 --mmap_write=0 --bloom_bits=10 --bloom_locality=1 --memtable_bloom_bits=500000 --compression_type=lz4 --num=393216000 --use_hash_search=1 --block_size=1024 --block_restart_interval=16 --use_existing_db=1 --threads=1 --benchmarks=readrandom —disable_auto_compactions=1
Read QPS increase for about 30% from 2230002 to 2991411.

Test Plan:
make all check
valgrind db_test
db_stress --use_block_based_filter = 0
./auto_sanity_test.sh

Reviewers: igor, yhchiang, ljin, sdong

Reviewed By: sdong

Subscribers: dhruba, leveldb

Differential Revision: https://reviews.facebook.net/D20979
2014-09-08 10:37:05 -07:00

202 lines
6.5 KiB
C++

// Copyright (c) 2013, Facebook, Inc. All rights reserved.
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree. An additional grant
// of patent rights can be found in the PATENTS file in the same directory.
//
// Copyright (c) 2012 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.
#include "table/block_based_filter_block.h"
#include "db/dbformat.h"
#include "rocksdb/filter_policy.h"
#include "util/coding.h"
namespace rocksdb {
namespace {
bool SamePrefix(const SliceTransform* prefix_extractor,
const Slice& key1, const Slice& key2) {
if (!prefix_extractor->InDomain(key1) &&
!prefix_extractor->InDomain(key2)) {
return true;
} else if (!prefix_extractor->InDomain(key1) ||
!prefix_extractor->InDomain(key2)) {
return false;
} else {
return (prefix_extractor->Transform(key1) ==
prefix_extractor->Transform(key2));
}
}
} // namespace
// See doc/table_format.txt for an explanation of the filter block format.
// Generate new filter every 2KB of data
static const size_t kFilterBaseLg = 11;
static const size_t kFilterBase = 1 << kFilterBaseLg;
BlockBasedFilterBlockBuilder::BlockBasedFilterBlockBuilder(
const SliceTransform* prefix_extractor,
const BlockBasedTableOptions& table_opt)
: policy_(table_opt.filter_policy.get()),
prefix_extractor_(prefix_extractor),
whole_key_filtering_(table_opt.whole_key_filtering) {
assert(policy_);
}
void BlockBasedFilterBlockBuilder::StartBlock(uint64_t block_offset) {
uint64_t filter_index = (block_offset / kFilterBase);
assert(filter_index >= filter_offsets_.size());
while (filter_index > filter_offsets_.size()) {
GenerateFilter();
}
}
void BlockBasedFilterBlockBuilder::Add(const Slice& key) {
added_to_start_ = 0;
if (whole_key_filtering_) {
AddKey(key);
added_to_start_ = 1;
}
if (prefix_extractor_ && prefix_extractor_->InDomain(key)) {
AddPrefix(key);
}
}
// Add key to filter if needed
inline void BlockBasedFilterBlockBuilder::AddKey(const Slice& key) {
start_.push_back(entries_.size());
entries_.append(key.data(), key.size());
}
// Add prefix to filter if needed
inline void BlockBasedFilterBlockBuilder::AddPrefix(const Slice& key) {
// get slice for most recently added entry
Slice prev;
if (start_.size() > added_to_start_) {
size_t prev_start = start_[start_.size() - 1 - added_to_start_];
const char* base = entries_.data() + prev_start;
size_t length = entries_.size() - prev_start;
prev = Slice(base, length);
}
// this assumes prefix(prefix(key)) == prefix(key), as the last
// entry in entries_ may be either a key or prefix, and we use
// prefix(last entry) to get the prefix of the last key.
if (prev.size() == 0 || !SamePrefix(prefix_extractor_, key, prev)) {
Slice prefix = prefix_extractor_->Transform(key);
start_.push_back(entries_.size());
entries_.append(prefix.data(), prefix.size());
}
}
Slice BlockBasedFilterBlockBuilder::Finish() {
if (!start_.empty()) {
GenerateFilter();
}
// Append array of per-filter offsets
const uint32_t array_offset = result_.size();
for (size_t i = 0; i < filter_offsets_.size(); i++) {
PutFixed32(&result_, filter_offsets_[i]);
}
PutFixed32(&result_, array_offset);
result_.push_back(kFilterBaseLg); // Save encoding parameter in result
return Slice(result_);
}
void BlockBasedFilterBlockBuilder::GenerateFilter() {
const size_t num_entries = start_.size();
if (num_entries == 0) {
// Fast path if there are no keys for this filter
filter_offsets_.push_back(result_.size());
return;
}
// Make list of keys from flattened key structure
start_.push_back(entries_.size()); // Simplify length computation
tmp_entries_.resize(num_entries);
for (size_t i = 0; i < num_entries; i++) {
const char* base = entries_.data() + start_[i];
size_t length = start_[i + 1] - start_[i];
tmp_entries_[i] = Slice(base, length);
}
// Generate filter for current set of keys and append to result_.
filter_offsets_.push_back(result_.size());
policy_->CreateFilter(&tmp_entries_[0], num_entries, &result_);
tmp_entries_.clear();
entries_.clear();
start_.clear();
}
BlockBasedFilterBlockReader::BlockBasedFilterBlockReader(
const SliceTransform* prefix_extractor,
const BlockBasedTableOptions& table_opt,
const Slice& contents, bool delete_contents_after_use)
: policy_(table_opt.filter_policy.get()),
prefix_extractor_(prefix_extractor),
whole_key_filtering_(table_opt.whole_key_filtering),
data_(nullptr),
offset_(nullptr),
num_(0),
base_lg_(0) {
assert(policy_);
size_t n = contents.size();
if (n < 5) return; // 1 byte for base_lg_ and 4 for start of offset array
base_lg_ = contents[n - 1];
uint32_t last_word = DecodeFixed32(contents.data() + n - 5);
if (last_word > n - 5) return;
data_ = contents.data();
offset_ = data_ + last_word;
num_ = (n - 5 - last_word) / 4;
if (delete_contents_after_use) {
filter_data.reset(contents.data());
}
}
bool BlockBasedFilterBlockReader::KeyMayMatch(const Slice& key,
uint64_t block_offset) {
assert(block_offset != kNotValid);
if (!whole_key_filtering_) {
return true;
}
return MayMatch(key, block_offset);
}
bool BlockBasedFilterBlockReader::PrefixMayMatch(const Slice& prefix,
uint64_t block_offset) {
assert(block_offset != kNotValid);
if (!prefix_extractor_) {
return true;
}
return MayMatch(prefix, block_offset);
}
bool BlockBasedFilterBlockReader::MayMatch(const Slice& entry,
uint64_t block_offset) {
uint64_t index = block_offset >> base_lg_;
if (index < num_) {
uint32_t start = DecodeFixed32(offset_ + index * 4);
uint32_t limit = DecodeFixed32(offset_ + index * 4 + 4);
if (start <= limit && limit <= (uint32_t)(offset_ - data_)) {
Slice filter = Slice(data_ + start, limit - start);
return policy_->KeyMayMatch(entry, filter);
} else if (start == limit) {
// Empty filters do not match any entries
return false;
}
}
return true; // Errors are treated as potential matches
}
size_t BlockBasedFilterBlockReader::ApproximateMemoryUsage() const {
return num_ * 4 + 5 + (offset_ - data_);
}
}