rocksdb/table/cuckoo_table_reader.cc
Maysam Yabandeh 5b66eee2cb Stats for false positive rate of full filtesr
Summary:
Adds two stats to allow us measuring the false positive rate of full filters:
- The total count of positives: rocksdb.bloom.filter.full.positive
- The total count of true positives: rocksdb.bloom.filter.full.true.positive
Not the term "full" in the stat name to indicate that they are meaningful in full filters. block-based filters are to be deprecated soon and supporting it is not worth the the additional cost of if-then-else branches.

Closes #3680

Tested by:
$ ./db_bench -benchmarks=fillrandom  -db /dev/shm/rocksdb-tmpdb --num=1000000 -bloom_bits=10
$ ./db_bench -benchmarks="readwhilewriting"  -db /dev/shm/rocksdb-tmpdb --statistics -bloom_bits=10 --duration=60 --num=2000000 --use_existing_db 2>&1 > /tmp/full.log
$ grep filter.full /tmp/full.log
rocksdb.bloom.filter.full.positive COUNT : 3628593
rocksdb.bloom.filter.full.true.positive COUNT : 3536026
which gives the false positive rate of 2.5%
Closes https://github.com/facebook/rocksdb/pull/3681

Differential Revision: D7517570

Pulled By: maysamyabandeh

fbshipit-source-id: 630ab1a473afdce404916d297035b6318de4c052
2018-04-12 13:55:45 -07:00

400 lines
14 KiB
C++

// 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) 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.
#ifndef ROCKSDB_LITE
#include "table/cuckoo_table_reader.h"
#include <algorithm>
#include <limits>
#include <string>
#include <utility>
#include <vector>
#include "rocksdb/iterator.h"
#include "rocksdb/table.h"
#include "table/internal_iterator.h"
#include "table/meta_blocks.h"
#include "table/cuckoo_table_factory.h"
#include "table/get_context.h"
#include "util/arena.h"
#include "util/coding.h"
namespace rocksdb {
namespace {
const uint64_t CACHE_LINE_MASK = ~((uint64_t)CACHE_LINE_SIZE - 1);
const uint32_t kInvalidIndex = std::numeric_limits<uint32_t>::max();
}
extern const uint64_t kCuckooTableMagicNumber;
CuckooTableReader::CuckooTableReader(
const ImmutableCFOptions& ioptions,
std::unique_ptr<RandomAccessFileReader>&& file, uint64_t file_size,
const Comparator* comparator,
uint64_t (*get_slice_hash)(const Slice&, uint32_t, uint64_t))
: file_(std::move(file)),
is_last_level_(false),
identity_as_first_hash_(false),
use_module_hash_(false),
num_hash_func_(0),
unused_key_(""),
key_length_(0),
user_key_length_(0),
value_length_(0),
bucket_length_(0),
cuckoo_block_size_(0),
cuckoo_block_bytes_minus_one_(0),
table_size_(0),
ucomp_(comparator),
get_slice_hash_(get_slice_hash) {
if (!ioptions.allow_mmap_reads) {
status_ = Status::InvalidArgument("File is not mmaped");
}
TableProperties* props = nullptr;
status_ = ReadTableProperties(file_.get(), file_size, kCuckooTableMagicNumber,
ioptions, &props);
if (!status_.ok()) {
return;
}
table_props_.reset(props);
auto& user_props = props->user_collected_properties;
auto hash_funs = user_props.find(CuckooTablePropertyNames::kNumHashFunc);
if (hash_funs == user_props.end()) {
status_ = Status::Corruption("Number of hash functions not found");
return;
}
num_hash_func_ = *reinterpret_cast<const uint32_t*>(hash_funs->second.data());
auto unused_key = user_props.find(CuckooTablePropertyNames::kEmptyKey);
if (unused_key == user_props.end()) {
status_ = Status::Corruption("Empty bucket value not found");
return;
}
unused_key_ = unused_key->second;
key_length_ = static_cast<uint32_t>(props->fixed_key_len);
auto user_key_len = user_props.find(CuckooTablePropertyNames::kUserKeyLength);
if (user_key_len == user_props.end()) {
status_ = Status::Corruption("User key length not found");
return;
}
user_key_length_ = *reinterpret_cast<const uint32_t*>(
user_key_len->second.data());
auto value_length = user_props.find(CuckooTablePropertyNames::kValueLength);
if (value_length == user_props.end()) {
status_ = Status::Corruption("Value length not found");
return;
}
value_length_ = *reinterpret_cast<const uint32_t*>(
value_length->second.data());
bucket_length_ = key_length_ + value_length_;
auto hash_table_size = user_props.find(
CuckooTablePropertyNames::kHashTableSize);
if (hash_table_size == user_props.end()) {
status_ = Status::Corruption("Hash table size not found");
return;
}
table_size_ = *reinterpret_cast<const uint64_t*>(
hash_table_size->second.data());
auto is_last_level = user_props.find(CuckooTablePropertyNames::kIsLastLevel);
if (is_last_level == user_props.end()) {
status_ = Status::Corruption("Is last level not found");
return;
}
is_last_level_ = *reinterpret_cast<const bool*>(is_last_level->second.data());
auto identity_as_first_hash = user_props.find(
CuckooTablePropertyNames::kIdentityAsFirstHash);
if (identity_as_first_hash == user_props.end()) {
status_ = Status::Corruption("identity as first hash not found");
return;
}
identity_as_first_hash_ = *reinterpret_cast<const bool*>(
identity_as_first_hash->second.data());
auto use_module_hash = user_props.find(
CuckooTablePropertyNames::kUseModuleHash);
if (use_module_hash == user_props.end()) {
status_ = Status::Corruption("hash type is not found");
return;
}
use_module_hash_ = *reinterpret_cast<const bool*>(
use_module_hash->second.data());
auto cuckoo_block_size = user_props.find(
CuckooTablePropertyNames::kCuckooBlockSize);
if (cuckoo_block_size == user_props.end()) {
status_ = Status::Corruption("Cuckoo block size not found");
return;
}
cuckoo_block_size_ = *reinterpret_cast<const uint32_t*>(
cuckoo_block_size->second.data());
cuckoo_block_bytes_minus_one_ = cuckoo_block_size_ * bucket_length_ - 1;
status_ = file_->Read(0, file_size, &file_data_, nullptr);
}
Status CuckooTableReader::Get(const ReadOptions& /*readOptions*/,
const Slice& key, GetContext* get_context,
bool /*skip_filters*/) {
assert(key.size() == key_length_ + (is_last_level_ ? 8 : 0));
Slice user_key = ExtractUserKey(key);
for (uint32_t hash_cnt = 0; hash_cnt < num_hash_func_; ++hash_cnt) {
uint64_t offset = bucket_length_ * CuckooHash(
user_key, hash_cnt, use_module_hash_, table_size_,
identity_as_first_hash_, get_slice_hash_);
const char* bucket = &file_data_.data()[offset];
for (uint32_t block_idx = 0; block_idx < cuckoo_block_size_;
++block_idx, bucket += bucket_length_) {
if (ucomp_->Equal(Slice(unused_key_.data(), user_key.size()),
Slice(bucket, user_key.size()))) {
return Status::OK();
}
// Here, we compare only the user key part as we support only one entry
// per user key and we don't support snapshot.
if (ucomp_->Equal(user_key, Slice(bucket, user_key.size()))) {
Slice value(bucket + key_length_, value_length_);
if (is_last_level_) {
// Sequence number is not stored at the last level, so we will use
// kMaxSequenceNumber since it is unknown. This could cause some
// transactions to fail to lock a key due to known sequence number.
// However, it is expected for anyone to use a CuckooTable in a
// TransactionDB.
get_context->SaveValue(value, kMaxSequenceNumber);
} else {
Slice full_key(bucket, key_length_);
ParsedInternalKey found_ikey;
ParseInternalKey(full_key, &found_ikey);
bool dont_care __attribute__((__unused__));
get_context->SaveValue(found_ikey, value, &dont_care);
}
// We don't support merge operations. So, we return here.
return Status::OK();
}
}
}
return Status::OK();
}
void CuckooTableReader::Prepare(const Slice& key) {
// Prefetch the first Cuckoo Block.
Slice user_key = ExtractUserKey(key);
uint64_t addr = reinterpret_cast<uint64_t>(file_data_.data()) +
bucket_length_ * CuckooHash(user_key, 0, use_module_hash_, table_size_,
identity_as_first_hash_, nullptr);
uint64_t end_addr = addr + cuckoo_block_bytes_minus_one_;
for (addr &= CACHE_LINE_MASK; addr < end_addr; addr += CACHE_LINE_SIZE) {
PREFETCH(reinterpret_cast<const char*>(addr), 0, 3);
}
}
class CuckooTableIterator : public InternalIterator {
public:
explicit CuckooTableIterator(CuckooTableReader* reader);
~CuckooTableIterator() {}
bool Valid() const override;
void SeekToFirst() override;
void SeekToLast() override;
void Seek(const Slice& target) override;
void SeekForPrev(const Slice& target) override;
void Next() override;
void Prev() override;
Slice key() const override;
Slice value() const override;
Status status() const override { return status_; }
void InitIfNeeded();
private:
struct BucketComparator {
BucketComparator(const Slice& file_data, const Comparator* ucomp,
uint32_t bucket_len, uint32_t user_key_len,
const Slice& target = Slice())
: file_data_(file_data),
ucomp_(ucomp),
bucket_len_(bucket_len),
user_key_len_(user_key_len),
target_(target) {}
bool operator()(const uint32_t first, const uint32_t second) const {
const char* first_bucket =
(first == kInvalidIndex) ? target_.data() :
&file_data_.data()[first * bucket_len_];
const char* second_bucket =
(second == kInvalidIndex) ? target_.data() :
&file_data_.data()[second * bucket_len_];
return ucomp_->Compare(Slice(first_bucket, user_key_len_),
Slice(second_bucket, user_key_len_)) < 0;
}
private:
const Slice file_data_;
const Comparator* ucomp_;
const uint32_t bucket_len_;
const uint32_t user_key_len_;
const Slice target_;
};
const BucketComparator bucket_comparator_;
void PrepareKVAtCurrIdx();
CuckooTableReader* reader_;
bool initialized_;
Status status_;
// Contains a map of keys to bucket_id sorted in key order.
std::vector<uint32_t> sorted_bucket_ids_;
// We assume that the number of items can be stored in uint32 (4 Billion).
uint32_t curr_key_idx_;
Slice curr_value_;
IterKey curr_key_;
// No copying allowed
CuckooTableIterator(const CuckooTableIterator&) = delete;
void operator=(const Iterator&) = delete;
};
CuckooTableIterator::CuckooTableIterator(CuckooTableReader* reader)
: bucket_comparator_(reader->file_data_, reader->ucomp_,
reader->bucket_length_, reader->user_key_length_),
reader_(reader),
initialized_(false),
curr_key_idx_(kInvalidIndex) {
sorted_bucket_ids_.clear();
curr_value_.clear();
curr_key_.Clear();
}
void CuckooTableIterator::InitIfNeeded() {
if (initialized_) {
return;
}
sorted_bucket_ids_.reserve(reader_->GetTableProperties()->num_entries);
uint64_t num_buckets = reader_->table_size_ + reader_->cuckoo_block_size_ - 1;
assert(num_buckets < kInvalidIndex);
const char* bucket = reader_->file_data_.data();
for (uint32_t bucket_id = 0; bucket_id < num_buckets; ++bucket_id) {
if (Slice(bucket, reader_->key_length_) != Slice(reader_->unused_key_)) {
sorted_bucket_ids_.push_back(bucket_id);
}
bucket += reader_->bucket_length_;
}
assert(sorted_bucket_ids_.size() ==
reader_->GetTableProperties()->num_entries);
std::sort(sorted_bucket_ids_.begin(), sorted_bucket_ids_.end(),
bucket_comparator_);
curr_key_idx_ = kInvalidIndex;
initialized_ = true;
}
void CuckooTableIterator::SeekToFirst() {
InitIfNeeded();
curr_key_idx_ = 0;
PrepareKVAtCurrIdx();
}
void CuckooTableIterator::SeekToLast() {
InitIfNeeded();
curr_key_idx_ = static_cast<uint32_t>(sorted_bucket_ids_.size()) - 1;
PrepareKVAtCurrIdx();
}
void CuckooTableIterator::Seek(const Slice& target) {
InitIfNeeded();
const BucketComparator seek_comparator(
reader_->file_data_, reader_->ucomp_,
reader_->bucket_length_, reader_->user_key_length_,
ExtractUserKey(target));
auto seek_it = std::lower_bound(sorted_bucket_ids_.begin(),
sorted_bucket_ids_.end(),
kInvalidIndex,
seek_comparator);
curr_key_idx_ =
static_cast<uint32_t>(std::distance(sorted_bucket_ids_.begin(), seek_it));
PrepareKVAtCurrIdx();
}
void CuckooTableIterator::SeekForPrev(const Slice& /*target*/) {
// Not supported
assert(false);
}
bool CuckooTableIterator::Valid() const {
return curr_key_idx_ < sorted_bucket_ids_.size();
}
void CuckooTableIterator::PrepareKVAtCurrIdx() {
if (!Valid()) {
curr_value_.clear();
curr_key_.Clear();
return;
}
uint32_t id = sorted_bucket_ids_[curr_key_idx_];
const char* offset = reader_->file_data_.data() +
id * reader_->bucket_length_;
if (reader_->is_last_level_) {
// Always return internal key.
curr_key_.SetInternalKey(Slice(offset, reader_->user_key_length_),
0, kTypeValue);
} else {
curr_key_.SetInternalKey(Slice(offset, reader_->key_length_));
}
curr_value_ = Slice(offset + reader_->key_length_, reader_->value_length_);
}
void CuckooTableIterator::Next() {
if (!Valid()) {
curr_value_.clear();
curr_key_.Clear();
return;
}
++curr_key_idx_;
PrepareKVAtCurrIdx();
}
void CuckooTableIterator::Prev() {
if (curr_key_idx_ == 0) {
curr_key_idx_ = static_cast<uint32_t>(sorted_bucket_ids_.size());
}
if (!Valid()) {
curr_value_.clear();
curr_key_.Clear();
return;
}
--curr_key_idx_;
PrepareKVAtCurrIdx();
}
Slice CuckooTableIterator::key() const {
assert(Valid());
return curr_key_.GetInternalKey();
}
Slice CuckooTableIterator::value() const {
assert(Valid());
return curr_value_;
}
extern InternalIterator* NewErrorInternalIterator(const Status& status,
Arena* arena);
InternalIterator* CuckooTableReader::NewIterator(
const ReadOptions& /*read_options*/, Arena* arena, bool /*skip_filters*/) {
if (!status().ok()) {
return NewErrorInternalIterator(
Status::Corruption("CuckooTableReader status is not okay."), arena);
}
CuckooTableIterator* iter;
if (arena == nullptr) {
iter = new CuckooTableIterator(this);
} else {
auto iter_mem = arena->AllocateAligned(sizeof(CuckooTableIterator));
iter = new (iter_mem) CuckooTableIterator(this);
}
return iter;
}
size_t CuckooTableReader::ApproximateMemoryUsage() const { return 0; }
} // namespace rocksdb
#endif