rocksdb/table/block_based/block_based_table_iterator.h
Peter Dillinger 39f5846ec7 Much better stats for seeks and prefix filtering (#11460)
Summary:
We want to know more about opportunities for better range filters, and the effectiveness of our own range filters. Currently the stats are very limited, essentially logging just hits and misses against prefix filters for range scans in BLOOM_FILTER_PREFIX_* without tracking the false positive rate. Perhaps confusingly, when prefix filters are used for point queries, the stats are currently going into the non-PREFIX tickers.

This change does several things:
* Introduce new stat tickers for seeks and related filtering, \*LEVEL_SEEK\*
  * Most importantly, allows us to see opportunities for range filtering. Specifically, we can count how many times a seek in an SST file accesses at least one data block, and how many times at least one value() is then accessed. If a data block was accessed but no value(), we can generally assume that the key(s) seen was(were) not of interest so could have been filtered with the right kind of filter, avoiding the data block access.
  * We can get the same level of detail when a filter (for now, prefix Bloom/ribbon) is used, or not. Specifically, we can infer a false positive rate for prefix filters (not available before) from the seek "false positive" rate: when a data block is accessed but no value() is called. (There can be other explanations for a seek false positive, but in typical iterator usage it would indicate a filter false positive.)
  * For efficiency, I wanted to avoid making additional calls to the prefix extractor (or key comparisons, etc.), which would be required if we wanted to more precisely detect filter false positives. I believe that instrumenting value() is the best balance of efficiency vs. accurately measuring what we are often interested in.
  * The stats are divided between last level and non-last levels, to help understand potential tiered storage use cases.
* The old BLOOM_FILTER_PREFIX_* stats have a different meaning: no longer referring to iterators but to point queries using prefix filters. BLOOM_FILTER_PREFIX_TRUE_POSITIVE is added for computing the prefix false positive rate on point queries, which can be due to filter false positives as well as different keys with the same prefix.
* Similarly, the non-PREFIX BLOOM_FILTER stats are now for whole key filtering only.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/11460

Test Plan:
unit tests updated, including updating many to pop the stat value since last read to improve test
readability and maintainability.

Performance test shows a consistent small improvement with these changes, both with clang and with gcc. CPU profile indicates that RecordTick is using less CPU, and this makes sense at least for a high filter miss rate. Before, we were recording two ticks per filter miss in iterators (CHECKED & USEFUL) and now recording just one (FILTERED).

Create DB with
```
TEST_TMPDIR=/dev/shm ./db_bench -benchmarks=fillrandom -num=10000000 -disable_wal=1 -write_buffer_size=30000000 -bloom_bits=8 -compaction_style=2 -fifo_compaction_max_table_files_size_mb=10000 -fifo_compaction_allow_compaction=0 -prefix_size=8
```
And run simultaneous before&after with
```
TEST_TMPDIR=/dev/shm ./db_bench -readonly -benchmarks=seekrandom[-X1000] -num=10000000 -bloom_bits=8 -compaction_style=2 -fifo_compaction_max_table_files_size_mb=10000 -fifo_compaction_allow_compaction=0 -prefix_size=8 -seek_nexts=1 -duration=20 -seed=43 -threads=8 -cache_size=1000000000 -statistics
```
Before: seekrandom [AVG 275 runs] : 189680 (± 222) ops/sec;   18.4 (± 0.0) MB/sec
After: seekrandom [AVG 275 runs] : 197110 (± 208) ops/sec;   19.1 (± 0.0) MB/sec

Reviewed By: ajkr

Differential Revision: D46029177

Pulled By: pdillinger

fbshipit-source-id: cdace79a2ea548d46c5900b068c5b7c3a02e5822
2023-05-19 15:25:49 -07:00

311 lines
11 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.
#pragma once
#include "table/block_based/block_based_table_reader.h"
#include "table/block_based/block_based_table_reader_impl.h"
#include "table/block_based/block_prefetcher.h"
#include "table/block_based/reader_common.h"
namespace ROCKSDB_NAMESPACE {
// Iterates over the contents of BlockBasedTable.
class BlockBasedTableIterator : public InternalIteratorBase<Slice> {
// compaction_readahead_size: its value will only be used if for_compaction =
// true
// @param read_options Must outlive this iterator.
public:
BlockBasedTableIterator(
const BlockBasedTable* table, const ReadOptions& read_options,
const InternalKeyComparator& icomp,
std::unique_ptr<InternalIteratorBase<IndexValue>>&& index_iter,
bool check_filter, bool need_upper_bound_check,
const SliceTransform* prefix_extractor, TableReaderCaller caller,
size_t compaction_readahead_size = 0, bool allow_unprepared_value = false)
: index_iter_(std::move(index_iter)),
table_(table),
read_options_(read_options),
icomp_(icomp),
user_comparator_(icomp.user_comparator()),
pinned_iters_mgr_(nullptr),
prefix_extractor_(prefix_extractor),
lookup_context_(caller),
block_prefetcher_(
compaction_readahead_size,
table_->get_rep()->table_options.initial_auto_readahead_size),
allow_unprepared_value_(allow_unprepared_value),
block_iter_points_to_real_block_(false),
check_filter_(check_filter),
need_upper_bound_check_(need_upper_bound_check),
async_read_in_progress_(false),
is_last_level_(table->IsLastLevel()) {}
~BlockBasedTableIterator() {}
void Seek(const Slice& target) override;
void SeekForPrev(const Slice& target) override;
void SeekToFirst() override;
void SeekToLast() override;
void Next() final override;
bool NextAndGetResult(IterateResult* result) override;
void Prev() override;
bool Valid() const override {
return !is_out_of_bound_ &&
(is_at_first_key_from_index_ ||
(block_iter_points_to_real_block_ && block_iter_.Valid()));
}
Slice key() const override {
assert(Valid());
if (is_at_first_key_from_index_) {
return index_iter_->value().first_internal_key;
} else {
return block_iter_.key();
}
}
Slice user_key() const override {
assert(Valid());
if (is_at_first_key_from_index_) {
return ExtractUserKey(index_iter_->value().first_internal_key);
} else {
return block_iter_.user_key();
}
}
bool PrepareValue() override {
assert(Valid());
if (!is_at_first_key_from_index_) {
return true;
}
return const_cast<BlockBasedTableIterator*>(this)
->MaterializeCurrentBlock();
}
Slice value() const override {
// PrepareValue() must have been called.
assert(!is_at_first_key_from_index_);
assert(Valid());
if (seek_stat_state_ & kReportOnUseful) {
bool filter_used = (seek_stat_state_ & kFilterUsed) != 0;
RecordTick(
table_->GetStatistics(),
filter_used
? (is_last_level_ ? LAST_LEVEL_SEEK_DATA_USEFUL_FILTER_MATCH
: NON_LAST_LEVEL_SEEK_DATA_USEFUL_FILTER_MATCH)
: (is_last_level_ ? LAST_LEVEL_SEEK_DATA_USEFUL_NO_FILTER
: NON_LAST_LEVEL_SEEK_DATA_USEFUL_NO_FILTER));
seek_stat_state_ = kDataBlockReadSinceLastSeek;
}
return block_iter_.value();
}
Status status() const override {
// Prefix index set status to NotFound when the prefix does not exist
if (!index_iter_->status().ok() && !index_iter_->status().IsNotFound()) {
return index_iter_->status();
} else if (block_iter_points_to_real_block_) {
return block_iter_.status();
} else if (async_read_in_progress_) {
return Status::TryAgain();
} else {
return Status::OK();
}
}
inline IterBoundCheck UpperBoundCheckResult() override {
if (is_out_of_bound_) {
return IterBoundCheck::kOutOfBound;
} else if (block_upper_bound_check_ ==
BlockUpperBound::kUpperBoundBeyondCurBlock) {
assert(!is_out_of_bound_);
return IterBoundCheck::kInbound;
} else {
return IterBoundCheck::kUnknown;
}
}
void SetPinnedItersMgr(PinnedIteratorsManager* pinned_iters_mgr) override {
pinned_iters_mgr_ = pinned_iters_mgr;
}
bool IsKeyPinned() const override {
// Our key comes either from block_iter_'s current key
// or index_iter_'s current *value*.
return pinned_iters_mgr_ && pinned_iters_mgr_->PinningEnabled() &&
((is_at_first_key_from_index_ && index_iter_->IsValuePinned()) ||
(block_iter_points_to_real_block_ && block_iter_.IsKeyPinned()));
}
bool IsValuePinned() const override {
assert(!is_at_first_key_from_index_);
assert(Valid());
// BlockIter::IsValuePinned() is always true. No need to check
return pinned_iters_mgr_ && pinned_iters_mgr_->PinningEnabled() &&
block_iter_points_to_real_block_;
}
void ResetDataIter() {
if (block_iter_points_to_real_block_) {
if (pinned_iters_mgr_ != nullptr && pinned_iters_mgr_->PinningEnabled()) {
block_iter_.DelegateCleanupsTo(pinned_iters_mgr_);
}
block_iter_.Invalidate(Status::OK());
block_iter_points_to_real_block_ = false;
}
block_upper_bound_check_ = BlockUpperBound::kUnknown;
}
void SavePrevIndexValue() {
if (block_iter_points_to_real_block_) {
// Reseek. If they end up with the same data block, we shouldn't re-fetch
// the same data block.
prev_block_offset_ = index_iter_->value().handle.offset();
}
}
void GetReadaheadState(ReadaheadFileInfo* readahead_file_info) override {
if (block_prefetcher_.prefetch_buffer() != nullptr &&
read_options_.adaptive_readahead) {
block_prefetcher_.prefetch_buffer()->GetReadaheadState(
&(readahead_file_info->data_block_readahead_info));
if (index_iter_) {
index_iter_->GetReadaheadState(readahead_file_info);
}
}
}
void SetReadaheadState(ReadaheadFileInfo* readahead_file_info) override {
if (read_options_.adaptive_readahead) {
block_prefetcher_.SetReadaheadState(
&(readahead_file_info->data_block_readahead_info));
if (index_iter_) {
index_iter_->SetReadaheadState(readahead_file_info);
}
}
}
std::unique_ptr<InternalIteratorBase<IndexValue>> index_iter_;
private:
enum class IterDirection {
kForward,
kBackward,
};
// This enum indicates whether the upper bound falls into current block
// or beyond.
// +-------------+
// | cur block | <-- (1)
// +-------------+
// <-- (2)
// --- <boundary key> ---
// <-- (3)
// +-------------+
// | next block | <-- (4)
// ......
//
// When the block is smaller than <boundary key>, kUpperBoundInCurBlock
// is the value to use. The examples are (1) or (2) in the graph. It means
// all keys in the next block or beyond will be out of bound. Keys within
// the current block may or may not be out of bound.
// When the block is larger or equal to <boundary key>,
// kUpperBoundBeyondCurBlock is to be used. The examples are (3) and (4)
// in the graph. It means that all keys in the current block is within the
// upper bound and keys in the next block may or may not be within the uppder
// bound.
// If the boundary key hasn't been checked against the upper bound,
// kUnknown can be used.
enum class BlockUpperBound : uint8_t {
kUpperBoundInCurBlock,
kUpperBoundBeyondCurBlock,
kUnknown,
};
// State bits for collecting stats on seeks and whether they returned useful
// results.
enum SeekStatState : uint8_t {
kNone = 0,
// Most recent seek checked prefix filter (or similar future feature)
kFilterUsed = 1 << 0,
// Already recorded that a data block was accessed since the last seek.
kDataBlockReadSinceLastSeek = 1 << 1,
// Have not yet recorded that a value() was accessed.
kReportOnUseful = 1 << 2,
};
const BlockBasedTable* table_;
const ReadOptions& read_options_;
const InternalKeyComparator& icomp_;
UserComparatorWrapper user_comparator_;
PinnedIteratorsManager* pinned_iters_mgr_;
DataBlockIter block_iter_;
const SliceTransform* prefix_extractor_;
uint64_t prev_block_offset_ = std::numeric_limits<uint64_t>::max();
BlockCacheLookupContext lookup_context_;
BlockPrefetcher block_prefetcher_;
const bool allow_unprepared_value_;
// True if block_iter_ is initialized and points to the same block
// as index iterator.
bool block_iter_points_to_real_block_;
// See InternalIteratorBase::IsOutOfBound().
bool is_out_of_bound_ = false;
// How current data block's boundary key with the next block is compared with
// iterate upper bound.
BlockUpperBound block_upper_bound_check_ = BlockUpperBound::kUnknown;
// True if we're standing at the first key of a block, and we haven't loaded
// that block yet. A call to PrepareValue() will trigger loading the block.
bool is_at_first_key_from_index_ = false;
bool check_filter_;
// TODO(Zhongyi): pick a better name
bool need_upper_bound_check_;
bool async_read_in_progress_;
mutable SeekStatState seek_stat_state_ = SeekStatState::kNone;
bool is_last_level_;
// If `target` is null, seek to first.
void SeekImpl(const Slice* target, bool async_prefetch);
void InitDataBlock();
void AsyncInitDataBlock(bool is_first_pass);
bool MaterializeCurrentBlock();
void FindKeyForward();
void FindBlockForward();
void FindKeyBackward();
void CheckOutOfBound();
// Check if data block is fully within iterate_upper_bound.
//
// Note MyRocks may update iterate bounds between seek. To workaround it,
// we need to check and update data_block_within_upper_bound_ accordingly.
void CheckDataBlockWithinUpperBound();
bool CheckPrefixMayMatch(const Slice& ikey, IterDirection direction,
bool* filter_checked) {
if (need_upper_bound_check_ && direction == IterDirection::kBackward) {
// Upper bound check isn't sufficient for backward direction to
// guarantee the same result as total order, so disable prefix
// check.
return true;
}
if (check_filter_ &&
!table_->PrefixRangeMayMatch(ikey, read_options_, prefix_extractor_,
need_upper_bound_check_, &lookup_context_,
filter_checked)) {
// TODO remember the iterator is invalidated because of prefix
// match. This can avoid the upper level file iterator to falsely
// believe the position is the end of the SST file and move to
// the first key of the next file.
ResetDataIter();
return false;
}
return true;
}
};
} // namespace ROCKSDB_NAMESPACE