// 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). // // 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 "rocksdb/filter_policy.h" #include "rocksdb/slice.h" #include "table/block_based_filter_block.h" #include "table/full_filter_block.h" #include "util/hash.h" #include "util/coding.h" namespace rocksdb { class BlockBasedFilterBlockBuilder; class FullFilterBlockBuilder; namespace { class FullFilterBitsBuilder : public FilterBitsBuilder { public: explicit FullFilterBitsBuilder(const size_t bits_per_key, const size_t num_probes) : bits_per_key_(bits_per_key), num_probes_(num_probes) { assert(bits_per_key_); } ~FullFilterBitsBuilder() {} virtual void AddKey(const Slice& key) override { uint32_t hash = BloomHash(key); if (hash_entries_.size() == 0 || hash != hash_entries_.back()) { hash_entries_.push_back(hash); } } // Create a filter that for hashes [0, n-1], the filter is allocated here // When creating filter, it is ensured that // total_bits = num_lines * CACHE_LINE_SIZE * 8 // dst len is >= 5, 1 for num_probes, 4 for num_lines // Then total_bits = (len - 5) * 8, and cache_line_size could be calculated // +----------------------------------------------------------------+ // | filter data with length total_bits/8 | // +----------------------------------------------------------------+ // | | // | ... | // | | // +----------------------------------------------------------------+ // | ... | num_probes : 1 byte | num_lines : 4 bytes | // +----------------------------------------------------------------+ virtual Slice Finish(std::unique_ptr* buf) override { uint32_t total_bits, num_lines; char* data = ReserveSpace(static_cast(hash_entries_.size()), &total_bits, &num_lines); assert(data); if (total_bits != 0 && num_lines != 0) { for (auto h : hash_entries_) { AddHash(h, data, num_lines, total_bits); } } data[total_bits/8] = static_cast(num_probes_); EncodeFixed32(data + total_bits/8 + 1, static_cast(num_lines)); const char* const_data = data; buf->reset(const_data); hash_entries_.clear(); return Slice(data, total_bits / 8 + 5); } private: size_t bits_per_key_; size_t num_probes_; std::vector hash_entries_; // Get totalbits that optimized for cpu cache line uint32_t GetTotalBitsForLocality(uint32_t total_bits); // Reserve space for new filter char* ReserveSpace(const int num_entry, uint32_t* total_bits, uint32_t* num_lines); // Assuming single threaded access to this function. void AddHash(uint32_t h, char* data, uint32_t num_lines, uint32_t total_bits); // No Copy allowed FullFilterBitsBuilder(const FullFilterBitsBuilder&); void operator=(const FullFilterBitsBuilder&); }; uint32_t FullFilterBitsBuilder::GetTotalBitsForLocality(uint32_t total_bits) { uint32_t num_lines = (total_bits + CACHE_LINE_SIZE * 8 - 1) / (CACHE_LINE_SIZE * 8); // Make num_lines an odd number to make sure more bits are involved // when determining which block. if (num_lines % 2 == 0) { num_lines++; } return num_lines * (CACHE_LINE_SIZE * 8); } char* FullFilterBitsBuilder::ReserveSpace(const int num_entry, uint32_t* total_bits, uint32_t* num_lines) { assert(bits_per_key_); char* data = nullptr; if (num_entry != 0) { uint32_t total_bits_tmp = num_entry * static_cast(bits_per_key_); *total_bits = GetTotalBitsForLocality(total_bits_tmp); *num_lines = *total_bits / (CACHE_LINE_SIZE * 8); assert(*total_bits > 0 && *total_bits % 8 == 0); } else { // filter is empty, just leave space for metadata *total_bits = 0; *num_lines = 0; } // Reserve space for Filter uint32_t sz = *total_bits / 8; sz += 5; // 4 bytes for num_lines, 1 byte for num_probes data = new char[sz]; memset(data, 0, sz); return data; } inline void FullFilterBitsBuilder::AddHash(uint32_t h, char* data, uint32_t num_lines, uint32_t total_bits) { assert(num_lines > 0 && total_bits > 0); const uint32_t delta = (h >> 17) | (h << 15); // Rotate right 17 bits uint32_t b = (h % num_lines) * (CACHE_LINE_SIZE * 8); for (uint32_t i = 0; i < num_probes_; ++i) { // Since CACHE_LINE_SIZE is defined as 2^n, this line will be optimized // to a simple operation by compiler. const uint32_t bitpos = b + (h % (CACHE_LINE_SIZE * 8)); data[bitpos / 8] |= (1 << (bitpos % 8)); h += delta; } } class FullFilterBitsReader : public FilterBitsReader { public: explicit FullFilterBitsReader(const Slice& contents) : data_(const_cast(contents.data())), data_len_(static_cast(contents.size())), num_probes_(0), num_lines_(0) { assert(data_); GetFilterMeta(contents, &num_probes_, &num_lines_); // Sanitize broken parameter if (num_lines_ != 0 && (data_len_-5) % num_lines_ != 0) { num_lines_ = 0; num_probes_ = 0; } } ~FullFilterBitsReader() {} virtual bool MayMatch(const Slice& entry) override { if (data_len_ <= 5) { // remain same with original filter return false; } // Other Error params, including a broken filter, regarded as match if (num_probes_ == 0 || num_lines_ == 0) return true; uint32_t hash = BloomHash(entry); return HashMayMatch(hash, Slice(data_, data_len_), num_probes_, num_lines_); } private: // Filter meta data char* data_; uint32_t data_len_; size_t num_probes_; uint32_t num_lines_; // Get num_probes, and num_lines from filter // If filter format broken, set both to 0. void GetFilterMeta(const Slice& filter, size_t* num_probes, uint32_t* num_lines); // "filter" contains the data appended by a preceding call to // CreateFilterFromHash() on this class. This method must return true if // the key was in the list of keys passed to CreateFilter(). // This method may return true or false if the key was not on the // list, but it should aim to return false with a high probability. // // hash: target to be checked // filter: the whole filter, including meta data bytes // num_probes: number of probes, read before hand // num_lines: filter metadata, read before hand // Before calling this function, need to ensure the input meta data // is valid. bool HashMayMatch(const uint32_t& hash, const Slice& filter, const size_t& num_probes, const uint32_t& num_lines); // No Copy allowed FullFilterBitsReader(const FullFilterBitsReader&); void operator=(const FullFilterBitsReader&); }; void FullFilterBitsReader::GetFilterMeta(const Slice& filter, size_t* num_probes, uint32_t* num_lines) { uint32_t len = static_cast(filter.size()); if (len <= 5) { // filter is empty or broken *num_probes = 0; *num_lines = 0; return; } *num_probes = filter.data()[len - 5]; *num_lines = DecodeFixed32(filter.data() + len - 4); } bool FullFilterBitsReader::HashMayMatch(const uint32_t& hash, const Slice& filter, const size_t& num_probes, const uint32_t& num_lines) { uint32_t len = static_cast(filter.size()); if (len <= 5) return false; // remain the same with original filter // It is ensured the params are valid before calling it assert(num_probes != 0); assert(num_lines != 0 && (len - 5) % num_lines == 0); uint32_t cache_line_size = (len - 5) / num_lines; const char* data = filter.data(); uint32_t h = hash; const uint32_t delta = (h >> 17) | (h << 15); // Rotate right 17 bits uint32_t b = (h % num_lines) * (cache_line_size * 8); for (uint32_t i = 0; i < num_probes; ++i) { // Since CACHE_LINE_SIZE is defined as 2^n, this line will be optimized // to a simple and operation by compiler. const uint32_t bitpos = b + (h % (cache_line_size * 8)); if (((data[bitpos / 8]) & (1 << (bitpos % 8))) == 0) { return false; } h += delta; } return true; } // An implementation of filter policy class BloomFilterPolicy : public FilterPolicy { public: explicit BloomFilterPolicy(int bits_per_key, bool use_block_based_builder) : bits_per_key_(bits_per_key), hash_func_(BloomHash), use_block_based_builder_(use_block_based_builder) { initialize(); } ~BloomFilterPolicy() { } virtual const char* Name() const override { return "rocksdb.BuiltinBloomFilter"; } virtual void CreateFilter(const Slice* keys, int n, std::string* dst) const override { // Compute bloom filter size (in both bits and bytes) size_t bits = n * bits_per_key_; // For small n, we can see a very high false positive rate. Fix it // by enforcing a minimum bloom filter length. if (bits < 64) bits = 64; size_t bytes = (bits + 7) / 8; bits = bytes * 8; const size_t init_size = dst->size(); dst->resize(init_size + bytes, 0); dst->push_back(static_cast(num_probes_)); // Remember # of probes char* array = &(*dst)[init_size]; for (size_t i = 0; i < (size_t)n; i++) { // Use double-hashing to generate a sequence of hash values. // See analysis in [Kirsch,Mitzenmacher 2006]. uint32_t h = hash_func_(keys[i]); const uint32_t delta = (h >> 17) | (h << 15); // Rotate right 17 bits for (size_t j = 0; j < num_probes_; j++) { const uint32_t bitpos = h % bits; array[bitpos/8] |= (1 << (bitpos % 8)); h += delta; } } } virtual bool KeyMayMatch(const Slice& key, const Slice& bloom_filter) const override { const size_t len = bloom_filter.size(); if (len < 2) return false; const char* array = bloom_filter.data(); const size_t bits = (len - 1) * 8; // Use the encoded k so that we can read filters generated by // bloom filters created using different parameters. const size_t k = array[len-1]; if (k > 30) { // Reserved for potentially new encodings for short bloom filters. // Consider it a match. return true; } uint32_t h = hash_func_(key); const uint32_t delta = (h >> 17) | (h << 15); // Rotate right 17 bits for (size_t j = 0; j < k; j++) { const uint32_t bitpos = h % bits; if ((array[bitpos/8] & (1 << (bitpos % 8))) == 0) return false; h += delta; } return true; } virtual FilterBitsBuilder* GetFilterBitsBuilder() const override { if (use_block_based_builder_) { return nullptr; } return new FullFilterBitsBuilder(bits_per_key_, num_probes_); } virtual FilterBitsReader* GetFilterBitsReader(const Slice& contents) const override { return new FullFilterBitsReader(contents); } // If choose to use block based builder bool UseBlockBasedBuilder() { return use_block_based_builder_; } private: size_t bits_per_key_; size_t num_probes_; uint32_t (*hash_func_)(const Slice& key); const bool use_block_based_builder_; void initialize() { // We intentionally round down to reduce probing cost a little bit num_probes_ = static_cast(bits_per_key_ * 0.69); // 0.69 =~ ln(2) if (num_probes_ < 1) num_probes_ = 1; if (num_probes_ > 30) num_probes_ = 30; } }; } // namespace const FilterPolicy* NewBloomFilterPolicy(int bits_per_key, bool use_block_based_builder) { return new BloomFilterPolicy(bits_per_key, use_block_based_builder); } } // namespace rocksdb