Add Bloom/Ribbon hybrid API support (#8679)
Summary: This is essentially resurrection and fixing of the part of https://github.com/facebook/rocksdb/issues/8198 that was reverted in https://github.com/facebook/rocksdb/issues/8212, using data added in https://github.com/facebook/rocksdb/issues/8246. Basically, when configuring Ribbon filter, you can specify an LSM level before which Bloom will be used instead of Ribbon. But Bloom is only considered for Leveled and Universal compaction styles and file going into a known LSM level. This way, SST file writer, FIFO compaction, etc. use Ribbon filter as you would expect with NewRibbonFilterPolicy. So that this can be controlled with a single int value and so that flushes can be distinguished from intra-L0, we consider flush to go to level -1 for the purposes of this option. (Explained in API comment.) I also expect the most common and recommended Ribbon configuration to use Bloom during flush, to minimize slowing down writes and because according to my estimates, Ribbon only pays off if the structure lives in memory for more than an hour. Thus, I have changed the default for NewRibbonFilterPolicy to be this mild hybrid configuration. I don't really want to add something like NewHybridFilterPolicy because at least the mild hybrid configuration (Bloom for flush, Ribbon otherwise) should be considered a natural choice. C APIs also updated, but because they don't support overloading, rocksdb_filterpolicy_create_ribbon is kept pure ribbon for clarity and rocksdb_filterpolicy_create_ribbon_hybrid must be called for a hybrid configuration. While touching C API, I changed bits per key options from int to double. BuiltinFilterPolicy is needed so that LevelThresholdFilterPolicy doesn't inherit unused fields from BloomFilterPolicy. Pull Request resolved: https://github.com/facebook/rocksdb/pull/8679 Test Plan: new + updated tests, including crash test Reviewed By: jay-zhuang Differential Revision: D30445797 Pulled By: pdillinger fbshipit-source-id: 6f5aeddfd6d79f7e55493b563c2d1d2d568892e1
This commit is contained in:
Peter Dillinger
Facebook GitHub Bot
parent
baf22b4ee6
commit
2a383f21f4
@ -23,10 +23,12 @@
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* Added a stat rocksdb.secondary.cache.hits
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* Added a PerfContext counter secondary_cache_hit_count
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* The integrated BlobDB implementation now supports the tickers `BLOB_DB_BLOB_FILE_BYTES_READ`, `BLOB_DB_GC_NUM_KEYS_RELOCATED`, and `BLOB_DB_GC_BYTES_RELOCATED`, as well as the histograms `BLOB_DB_COMPRESSION_MICROS` and `BLOB_DB_DECOMPRESSION_MICROS`.
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* Added hybrid configuration of Ribbon filter and Bloom filter where some LSM levels use Ribbon for memory space efficiency and some use Bloom for speed. See NewRibbonFilterPolicy. This also changes the default behavior of NewRibbonFilterPolicy to use Bloom for flushes under Leveled and Universal compaction and Ribbon otherwise. The C API function `rocksdb_filterpolicy_create_ribbon` is unchanged but adds new `rocksdb_filterpolicy_create_ribbon_hybrid`.
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## Public API change
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* Added APIs to decode and replay trace file via Replayer class. Added `DB::NewDefaultReplayer()` to create a default Replayer instance. Added `TraceReader::Reset()` to restart reading a trace file. Created trace_record.h, trace_record_result.h and utilities/replayer.h files to access the decoded Trace records, replay them, and query the actual operation results.
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* Added Configurable::GetOptionsMap to the public API for use in creating new Customizable classes.
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* Generalized bits_per_key parameters in C API from int to double for greater configurability.
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### Performance Improvements
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* Try to avoid updating DBOptions if `SetDBOptions()` does not change any option value.
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23
db/c.cc
23
db/c.cc
@ -3840,7 +3840,8 @@ void rocksdb_filterpolicy_destroy(rocksdb_filterpolicy_t* filter) {
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delete filter;
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}
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom_format(int bits_per_key, bool original_format) {
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom_format(
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double bits_per_key, bool original_format) {
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// Make a rocksdb_filterpolicy_t, but override all of its methods so
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// they delegate to a NewBloomFilterPolicy() instead of user
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// supplied C functions.
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@ -3875,16 +3876,17 @@ rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom_format(int bits_per_ke
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return wrapper;
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}
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom_full(int bits_per_key) {
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom_full(
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double bits_per_key) {
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return rocksdb_filterpolicy_create_bloom_format(bits_per_key, false);
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}
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom(int bits_per_key) {
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_bloom(double bits_per_key) {
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return rocksdb_filterpolicy_create_bloom_format(bits_per_key, true);
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}
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_ribbon_format(
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int bloom_equivalent_bits_per_key) {
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double bloom_equivalent_bits_per_key, int bloom_before_level) {
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// Make a rocksdb_filterpolicy_t, but override all of its methods so
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// they delegate to a NewRibbonFilterPolicy() instead of user
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// supplied C functions.
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@ -3911,7 +3913,8 @@ rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_ribbon_format(
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static void DoNothing(void*) {}
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};
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Wrapper* wrapper = new Wrapper;
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wrapper->rep_ = NewRibbonFilterPolicy(bloom_equivalent_bits_per_key);
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wrapper->rep_ =
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NewRibbonFilterPolicy(bloom_equivalent_bits_per_key, bloom_before_level);
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wrapper->state_ = nullptr;
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wrapper->delete_filter_ = nullptr;
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wrapper->destructor_ = &Wrapper::DoNothing;
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@ -3919,9 +3922,15 @@ rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_ribbon_format(
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}
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_ribbon(
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int bloom_equivalent_bits_per_key) {
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double bloom_equivalent_bits_per_key) {
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return rocksdb_filterpolicy_create_ribbon_format(
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bloom_equivalent_bits_per_key);
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bloom_equivalent_bits_per_key, /*bloom_before_level = disabled*/ -1);
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}
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rocksdb_filterpolicy_t* rocksdb_filterpolicy_create_ribbon_hybrid(
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double bloom_equivalent_bits_per_key, int bloom_before_level) {
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return rocksdb_filterpolicy_create_ribbon_format(
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bloom_equivalent_bits_per_key, bloom_before_level);
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}
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rocksdb_mergeoperator_t* rocksdb_mergeoperator_create(
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20
db/c_test.c
20
db/c_test.c
@ -1043,21 +1043,25 @@ int main(int argc, char** argv) {
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}
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StartPhase("filter");
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for (run = 0; run <= 3; run++) {
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// First run uses custom filter
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// Second run uses old block-based bloom filter
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// Third run uses full bloom filter
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for (run = 0; run <= 4; run++) {
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// run=0 uses custom filter
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// run=1 uses old block-based bloom filter
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// run=2 run uses full bloom filter
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// run=3 uses Ribbon
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// run=4 uses Ribbon-Bloom hybrid configuration
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CheckNoError(err);
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rocksdb_filterpolicy_t* policy;
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if (run == 0) {
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policy = rocksdb_filterpolicy_create(NULL, FilterDestroy, FilterCreate,
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FilterKeyMatch, NULL, FilterName);
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} else if (run == 1) {
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policy = rocksdb_filterpolicy_create_bloom(8);
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policy = rocksdb_filterpolicy_create_bloom(8.0);
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} else if (run == 2) {
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policy = rocksdb_filterpolicy_create_bloom_full(8);
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policy = rocksdb_filterpolicy_create_bloom_full(8.0);
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} else if (run == 3) {
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policy = rocksdb_filterpolicy_create_ribbon(8.0);
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} else {
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policy = rocksdb_filterpolicy_create_ribbon(8);
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policy = rocksdb_filterpolicy_create_ribbon_hybrid(8.0, 1);
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}
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rocksdb_block_based_options_set_filter_policy(table_options, policy);
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@ -1123,7 +1127,7 @@ int main(int argc, char** argv) {
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} else if (run == 1) {
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// Essentially a fingerprint of the block-based Bloom schema
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CheckCondition(hits == 241);
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} else if (run == 2) {
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} else if (run == 2 || run == 4) {
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// Essentially a fingerprint of full Bloom schema, format_version=5
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CheckCondition(hits == 188);
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} else {
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@ -146,7 +146,7 @@ DECLARE_bool(enable_write_thread_adaptive_yield);
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DECLARE_int32(reopen);
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DECLARE_double(bloom_bits);
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DECLARE_bool(use_block_based_filter);
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DECLARE_bool(use_ribbon_filter);
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DECLARE_int32(ribbon_starting_level);
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DECLARE_bool(partition_filters);
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DECLARE_bool(optimize_filters_for_memory);
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DECLARE_int32(index_type);
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@ -419,8 +419,11 @@ DEFINE_bool(use_block_based_filter, false,
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"use block based filter"
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"instead of full filter for block based table");
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DEFINE_bool(use_ribbon_filter, false,
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"Use Ribbon filter instead of Bloom filter");
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DEFINE_int32(
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ribbon_starting_level, 999,
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"Use Bloom filter on levels below specified and Ribbon beginning on level "
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"specified. Flush is considered level -1. 999 or more -> always Bloom. 0 "
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"-> Ribbon except Bloom for flush. -1 -> always Ribbon.");
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DEFINE_bool(partition_filters, false,
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"use partitioned filters "
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@ -31,19 +31,21 @@ std::shared_ptr<const FilterPolicy> CreateFilterPolicy() {
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return BlockBasedTableOptions().filter_policy;
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}
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const FilterPolicy* new_policy;
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if (FLAGS_use_ribbon_filter) {
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// Old and new API should be same
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if (std::random_device()() & 1) {
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new_policy = NewExperimentalRibbonFilterPolicy(FLAGS_bloom_bits);
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if (FLAGS_use_block_based_filter) {
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if (FLAGS_ribbon_starting_level < 999) {
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fprintf(
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stderr,
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"Cannot combine use_block_based_filter and ribbon_starting_level\n");
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exit(1);
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} else {
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new_policy = NewRibbonFilterPolicy(FLAGS_bloom_bits);
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}
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} else {
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if (FLAGS_use_block_based_filter) {
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new_policy = NewBloomFilterPolicy(FLAGS_bloom_bits, true);
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} else {
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new_policy = NewBloomFilterPolicy(FLAGS_bloom_bits, false);
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}
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} else if (FLAGS_ribbon_starting_level >= 999) {
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// Use Bloom API
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new_policy = NewBloomFilterPolicy(FLAGS_bloom_bits, false);
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} else {
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new_policy = NewRibbonFilterPolicy(
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FLAGS_bloom_bits, /* bloom_before_level */ FLAGS_ribbon_starting_level);
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}
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return std::shared_ptr<const FilterPolicy>(new_policy);
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}
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@ -1599,11 +1599,14 @@ extern ROCKSDB_LIBRARY_API void rocksdb_filterpolicy_destroy(
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rocksdb_filterpolicy_t*);
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extern ROCKSDB_LIBRARY_API rocksdb_filterpolicy_t*
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rocksdb_filterpolicy_create_bloom(int bits_per_key);
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rocksdb_filterpolicy_create_bloom(double bits_per_key);
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extern ROCKSDB_LIBRARY_API rocksdb_filterpolicy_t*
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rocksdb_filterpolicy_create_bloom_full(int bits_per_key);
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rocksdb_filterpolicy_create_bloom_full(double bits_per_key);
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extern ROCKSDB_LIBRARY_API rocksdb_filterpolicy_t*
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rocksdb_filterpolicy_create_ribbon(int bloom_equivalent_bits_per_key);
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rocksdb_filterpolicy_create_ribbon(double bloom_equivalent_bits_per_key);
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extern ROCKSDB_LIBRARY_API rocksdb_filterpolicy_t*
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rocksdb_filterpolicy_create_ribbon_hybrid(double bloom_equivalent_bits_per_key,
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int bloom_before_level);
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/* Merge Operator */
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@ -250,6 +250,20 @@ extern const FilterPolicy* NewBloomFilterPolicy(
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// you pass in 10 for bloom_equivalent_bits_per_key, you'll get the same
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// 0.95% FP rate as Bloom filter but only using about 7 bits per key.
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//
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// The space savings of Ribbon filters makes sense for lower (higher
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// numbered; larger; longer-lived) levels of LSM, whereas the speed of
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// Bloom filters make sense for highest levels of LSM. Setting
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// bloom_before_level allows for this design with Level and Universal
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// compaction styles. For example, bloom_before_level=1 means that Bloom
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// filters will be used in level 0, including flushes, and Ribbon
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// filters elsewhere, including FIFO compaction and external SST files.
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// For this option, memtable flushes are considered level -1 (so that
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// flushes can be distinguished from intra-L0 compaction).
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// bloom_before_level=0 (default) -> Generate Bloom filters only for
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// flushes under Level and Universal compaction styles.
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// bloom_before_level=-1 -> Always generate Ribbon filters (except in
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// some extreme or exceptional cases).
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//
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// Ribbon filters are compatible with RocksDB >= 6.15.0. Earlier
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// versions reading the data will behave as if no filter was used
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// (degraded performance until compaction rebuilds filters). All
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@ -266,12 +280,12 @@ extern const FilterPolicy* NewBloomFilterPolicy(
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// Also consider using optimize_filters_for_memory to save filter
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// memory.
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extern const FilterPolicy* NewRibbonFilterPolicy(
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double bloom_equivalent_bits_per_key);
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double bloom_equivalent_bits_per_key, int bloom_before_level = 0);
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// Old name
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// Old name and old default behavior
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inline const FilterPolicy* NewExperimentalRibbonFilterPolicy(
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double bloom_equivalent_bits_per_key) {
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return NewRibbonFilterPolicy(bloom_equivalent_bits_per_key);
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return NewRibbonFilterPolicy(bloom_equivalent_bits_per_key, -1);
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}
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} // namespace ROCKSDB_NAMESPACE
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@ -932,14 +932,49 @@ TEST_F(OptionsTest, GetBlockBasedTableOptionsFromString) {
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new_opt.cache_index_and_filter_blocks);
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ASSERT_EQ(table_opt.filter_policy, new_opt.filter_policy);
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// Ribbon filter policy
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// Ribbon filter policy (no Bloom hybrid)
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ASSERT_OK(GetBlockBasedTableOptionsFromString(
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config_options, table_opt, "filter_policy=ribbonfilter:5.678;",
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config_options, table_opt, "filter_policy=ribbonfilter:5.678:-1;",
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&new_opt));
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ASSERT_TRUE(new_opt.filter_policy != nullptr);
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bfp = dynamic_cast<const BloomFilterPolicy*>(new_opt.filter_policy.get());
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EXPECT_EQ(bfp->GetMillibitsPerKey(), 5678);
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EXPECT_EQ(bfp->GetMode(), BloomFilterPolicy::kStandard128Ribbon);
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// Ribbon filter policy (default Bloom hybrid)
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ASSERT_OK(GetBlockBasedTableOptionsFromString(
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config_options, table_opt, "filter_policy=ribbonfilter:6.789;",
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&new_opt));
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ASSERT_TRUE(new_opt.filter_policy != nullptr);
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auto ltfp = dynamic_cast<const LevelThresholdFilterPolicy*>(
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new_opt.filter_policy.get());
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EXPECT_EQ(ltfp->TEST_GetStartingLevelForB(), 0);
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bfp = dynamic_cast<const BloomFilterPolicy*>(ltfp->TEST_GetPolicyA());
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EXPECT_EQ(bfp->GetMillibitsPerKey(), 6789);
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EXPECT_EQ(bfp->GetMode(), BloomFilterPolicy::kFastLocalBloom);
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bfp = dynamic_cast<const BloomFilterPolicy*>(ltfp->TEST_GetPolicyB());
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EXPECT_EQ(bfp->GetMillibitsPerKey(), 6789);
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EXPECT_EQ(bfp->GetMode(), BloomFilterPolicy::kStandard128Ribbon);
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// Ribbon filter policy (custom Bloom hybrid)
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ASSERT_OK(GetBlockBasedTableOptionsFromString(
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config_options, table_opt, "filter_policy=ribbonfilter:6.789:5;",
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&new_opt));
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ASSERT_TRUE(new_opt.filter_policy != nullptr);
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ltfp = dynamic_cast<const LevelThresholdFilterPolicy*>(
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new_opt.filter_policy.get());
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EXPECT_EQ(ltfp->TEST_GetStartingLevelForB(), 5);
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bfp = dynamic_cast<const BloomFilterPolicy*>(ltfp->TEST_GetPolicyA());
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EXPECT_EQ(bfp->GetMillibitsPerKey(), 6789);
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EXPECT_EQ(bfp->GetMode(), BloomFilterPolicy::kFastLocalBloom);
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bfp = dynamic_cast<const BloomFilterPolicy*>(ltfp->TEST_GetPolicyB());
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EXPECT_EQ(bfp->GetMillibitsPerKey(), 6789);
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EXPECT_EQ(bfp->GetMode(), BloomFilterPolicy::kStandard128Ribbon);
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// Old name
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ASSERT_OK(GetBlockBasedTableOptionsFromString(
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config_options, table_opt, "filter_policy=experimental_ribbon:6.789;",
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@ -1062,7 +1062,7 @@ BloomFilterPolicy::BloomFilterPolicy(double bits_per_key, Mode mode)
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BloomFilterPolicy::~BloomFilterPolicy() {}
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const char* BloomFilterPolicy::Name() const {
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const char* BuiltinFilterPolicy::Name() const {
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return "rocksdb.BuiltinBloomFilter";
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}
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@ -1095,8 +1095,8 @@ void BloomFilterPolicy::CreateFilter(const Slice* keys, int n,
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}
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}
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bool BloomFilterPolicy::KeyMayMatch(const Slice& key,
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const Slice& bloom_filter) const {
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bool BuiltinFilterPolicy::KeyMayMatch(const Slice& key,
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const Slice& bloom_filter) const {
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const size_t len = bloom_filter.size();
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if (len < 2 || len > 0xffffffffU) {
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return false;
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@ -1118,7 +1118,7 @@ bool BloomFilterPolicy::KeyMayMatch(const Slice& key,
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array);
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}
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FilterBitsBuilder* BloomFilterPolicy::GetFilterBitsBuilder() const {
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FilterBitsBuilder* BuiltinFilterPolicy::GetFilterBitsBuilder() const {
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// This code path should no longer be used, for the built-in
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// BloomFilterPolicy. Internal to RocksDB and outside
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// BloomFilterPolicy, only get a FilterBitsBuilder with
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@ -1192,7 +1192,7 @@ FilterBitsBuilder* BloomFilterPolicy::GetBuilderFromContext(
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// Read metadata to determine what kind of FilterBitsReader is needed
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// and return a new one.
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FilterBitsReader* BloomFilterPolicy::GetFilterBitsReader(
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FilterBitsReader* BuiltinFilterPolicy::GetFilterBitsReader(
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const Slice& contents) const {
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uint32_t len_with_meta = static_cast<uint32_t>(contents.size());
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if (len_with_meta <= kMetadataLen) {
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@ -1273,7 +1273,7 @@ FilterBitsReader* BloomFilterPolicy::GetFilterBitsReader(
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log2_cache_line_size);
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}
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FilterBitsReader* BloomFilterPolicy::GetRibbonBitsReader(
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FilterBitsReader* BuiltinFilterPolicy::GetRibbonBitsReader(
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const Slice& contents) const {
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uint32_t len_with_meta = static_cast<uint32_t>(contents.size());
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uint32_t len = len_with_meta - kMetadataLen;
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@ -1297,7 +1297,7 @@ FilterBitsReader* BloomFilterPolicy::GetRibbonBitsReader(
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}
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// For newer Bloom filter implementations
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FilterBitsReader* BloomFilterPolicy::GetBloomBitsReader(
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FilterBitsReader* BuiltinFilterPolicy::GetBloomBitsReader(
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const Slice& contents) const {
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uint32_t len_with_meta = static_cast<uint32_t>(contents.size());
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uint32_t len = len_with_meta - kMetadataLen;
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@ -1370,10 +1370,69 @@ const FilterPolicy* NewBloomFilterPolicy(double bits_per_key,
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return new BloomFilterPolicy(bits_per_key, m);
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}
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extern const FilterPolicy* NewRibbonFilterPolicy(
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double bloom_equivalent_bits_per_key) {
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return new BloomFilterPolicy(bloom_equivalent_bits_per_key,
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BloomFilterPolicy::kStandard128Ribbon);
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// Chooses between two filter policies based on LSM level, but
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// only for Level and Universal compaction styles. Flush is treated
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// as level -1. Policy b is considered fallback / primary policy.
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LevelThresholdFilterPolicy::LevelThresholdFilterPolicy(
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std::unique_ptr<const FilterPolicy>&& a,
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std::unique_ptr<const FilterPolicy>&& b, int starting_level_for_b)
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: policy_a_(std::move(a)),
|
||||
policy_b_(std::move(b)),
|
||||
starting_level_for_b_(starting_level_for_b) {
|
||||
// Don't use this wrapper class if you were going to set to -1
|
||||
assert(starting_level_for_b_ >= 0);
|
||||
}
|
||||
|
||||
// Deprecated block-based filter only
|
||||
void LevelThresholdFilterPolicy::CreateFilter(const Slice* keys, int n,
|
||||
std::string* dst) const {
|
||||
policy_b_->CreateFilter(keys, n, dst);
|
||||
}
|
||||
|
||||
FilterBitsBuilder* LevelThresholdFilterPolicy::GetBuilderWithContext(
|
||||
const FilterBuildingContext& context) const {
|
||||
switch (context.compaction_style) {
|
||||
case kCompactionStyleLevel:
|
||||
case kCompactionStyleUniversal: {
|
||||
int levelish;
|
||||
if (context.reason == TableFileCreationReason::kFlush) {
|
||||
// Treat flush as level -1
|
||||
assert(context.level_at_creation == 0);
|
||||
levelish = -1;
|
||||
} else if (context.level_at_creation == -1) {
|
||||
// Unknown level
|
||||
// Policy b considered fallback / primary
|
||||
return policy_b_->GetBuilderWithContext(context);
|
||||
} else {
|
||||
levelish = context.level_at_creation;
|
||||
}
|
||||
if (levelish >= starting_level_for_b_) {
|
||||
return policy_b_->GetBuilderWithContext(context);
|
||||
} else {
|
||||
return policy_a_->GetBuilderWithContext(context);
|
||||
}
|
||||
}
|
||||
case kCompactionStyleFIFO:
|
||||
case kCompactionStyleNone:
|
||||
break;
|
||||
}
|
||||
// Policy b considered fallback / primary
|
||||
return policy_b_->GetBuilderWithContext(context);
|
||||
}
|
||||
|
||||
const FilterPolicy* NewRibbonFilterPolicy(double bloom_equivalent_bits_per_key,
|
||||
int bloom_before_level) {
|
||||
std::unique_ptr<const FilterPolicy> ribbon_only{new BloomFilterPolicy(
|
||||
bloom_equivalent_bits_per_key, BloomFilterPolicy::kStandard128Ribbon)};
|
||||
if (bloom_before_level > -1) {
|
||||
// Could also use Bloom policy
|
||||
std::unique_ptr<const FilterPolicy> bloom_only{new BloomFilterPolicy(
|
||||
bloom_equivalent_bits_per_key, BloomFilterPolicy::kFastLocalBloom)};
|
||||
return new LevelThresholdFilterPolicy(
|
||||
std::move(bloom_only), std::move(ribbon_only), bloom_before_level);
|
||||
} else {
|
||||
return ribbon_only.release();
|
||||
}
|
||||
}
|
||||
|
||||
FilterBuildingContext::FilterBuildingContext(
|
||||
@ -1410,9 +1469,18 @@ Status FilterPolicy::CreateFromString(
|
||||
policy->reset(
|
||||
NewExperimentalRibbonFilterPolicy(bloom_equivalent_bits_per_key));
|
||||
} else if (value.compare(0, kRibbonName.size(), kRibbonName) == 0) {
|
||||
size_t pos = value.find(':', kRibbonName.size());
|
||||
int bloom_before_level;
|
||||
if (pos == std::string::npos) {
|
||||
pos = value.size();
|
||||
bloom_before_level = 0;
|
||||
} else {
|
||||
bloom_before_level = ParseInt(trim(value.substr(pos + 1)));
|
||||
}
|
||||
double bloom_equivalent_bits_per_key =
|
||||
ParseDouble(trim(value.substr(kRibbonName.size())));
|
||||
policy->reset(NewRibbonFilterPolicy(bloom_equivalent_bits_per_key));
|
||||
ParseDouble(trim(value.substr(kRibbonName.size(), pos)));
|
||||
policy->reset(NewRibbonFilterPolicy(bloom_equivalent_bits_per_key,
|
||||
bloom_before_level));
|
||||
} else {
|
||||
return Status::NotFound("Invalid filter policy name ", value);
|
||||
#else
|
||||
|
||||
@ -38,10 +38,39 @@ class BuiltinFilterBitsBuilder : public FilterBitsBuilder {
|
||||
virtual double EstimatedFpRate(size_t num_entries, size_t bytes) = 0;
|
||||
};
|
||||
|
||||
// RocksDB built-in filter policy for Bloom or Bloom-like filters.
|
||||
// Abstract base class for RocksDB built-in filter policies.
|
||||
// This class is considered internal API and subject to change.
|
||||
// See NewBloomFilterPolicy.
|
||||
class BloomFilterPolicy : public FilterPolicy {
|
||||
class BuiltinFilterPolicy : public FilterPolicy {
|
||||
public:
|
||||
// Shared name because any built-in policy can read filters from
|
||||
// any other
|
||||
const char* Name() const override;
|
||||
|
||||
// Deprecated block-based filter only
|
||||
bool KeyMayMatch(const Slice& key, const Slice& bloom_filter) const override;
|
||||
|
||||
// Old API
|
||||
FilterBitsBuilder* GetFilterBitsBuilder() const override;
|
||||
|
||||
// Read metadata to determine what kind of FilterBitsReader is needed
|
||||
// and return a new one. This must successfully process any filter data
|
||||
// generated by a built-in FilterBitsBuilder, regardless of the impl
|
||||
// chosen for this BloomFilterPolicy. Not compatible with CreateFilter.
|
||||
FilterBitsReader* GetFilterBitsReader(const Slice& contents) const override;
|
||||
|
||||
private:
|
||||
// For Bloom filter implementation(s) (except deprecated block-based filter)
|
||||
FilterBitsReader* GetBloomBitsReader(const Slice& contents) const;
|
||||
|
||||
// For Ribbon filter implementation(s)
|
||||
FilterBitsReader* GetRibbonBitsReader(const Slice& contents) const;
|
||||
};
|
||||
|
||||
// RocksDB built-in filter policy for Bloom or Bloom-like filters including
|
||||
// Ribbon filters.
|
||||
// This class is considered internal API and subject to change.
|
||||
// See NewBloomFilterPolicy and NewRibbonFilterPolicy.
|
||||
class BloomFilterPolicy : public BuiltinFilterPolicy {
|
||||
public:
|
||||
// An internal marker for operating modes of BloomFilterPolicy, in terms
|
||||
// of selecting an implementation. This makes it easier for tests to track
|
||||
@ -88,16 +117,9 @@ class BloomFilterPolicy : public FilterPolicy {
|
||||
|
||||
~BloomFilterPolicy() override;
|
||||
|
||||
const char* Name() const override;
|
||||
|
||||
// Deprecated block-based filter only
|
||||
void CreateFilter(const Slice* keys, int n, std::string* dst) const override;
|
||||
|
||||
// Deprecated block-based filter only
|
||||
bool KeyMayMatch(const Slice& key, const Slice& bloom_filter) const override;
|
||||
|
||||
FilterBitsBuilder* GetFilterBitsBuilder() const override;
|
||||
|
||||
// To use this function, call GetBuilderFromContext().
|
||||
//
|
||||
// Neither the context nor any objects therein should be saved beyond
|
||||
@ -110,12 +132,6 @@ class BloomFilterPolicy : public FilterPolicy {
|
||||
// (An internal convenience function to save boilerplate.)
|
||||
static FilterBitsBuilder* GetBuilderFromContext(const FilterBuildingContext&);
|
||||
|
||||
// Read metadata to determine what kind of FilterBitsReader is needed
|
||||
// and return a new one. This must successfully process any filter data
|
||||
// generated by a built-in FilterBitsBuilder, regardless of the impl
|
||||
// chosen for this BloomFilterPolicy. Not compatible with CreateFilter.
|
||||
FilterBitsReader* GetFilterBitsReader(const Slice& contents) const override;
|
||||
|
||||
// Essentially for testing only: configured millibits/key
|
||||
int GetMillibitsPerKey() const { return millibits_per_key_; }
|
||||
// Essentially for testing only: legacy whole bits/key
|
||||
@ -157,12 +173,33 @@ class BloomFilterPolicy : public FilterPolicy {
|
||||
// Sum over all generated filters f:
|
||||
// (predicted_fp_rate(f) - predicted_fp_rate(f|o_f_f_m=false)) * 2^32
|
||||
mutable std::atomic<int64_t> aggregate_rounding_balance_;
|
||||
};
|
||||
|
||||
// For newer Bloom filter implementation(s)
|
||||
FilterBitsReader* GetBloomBitsReader(const Slice& contents) const;
|
||||
// Chooses between two filter policies based on LSM level, but
|
||||
// only for Level and Universal compaction styles. Flush is treated
|
||||
// as level -1. Policy b is considered fallback / primary policy.
|
||||
class LevelThresholdFilterPolicy : public BuiltinFilterPolicy {
|
||||
public:
|
||||
LevelThresholdFilterPolicy(std::unique_ptr<const FilterPolicy>&& a,
|
||||
std::unique_ptr<const FilterPolicy>&& b,
|
||||
int starting_level_for_b);
|
||||
|
||||
// For Ribbon filter implementation(s)
|
||||
FilterBitsReader* GetRibbonBitsReader(const Slice& contents) const;
|
||||
// Deprecated block-based filter only
|
||||
void CreateFilter(const Slice* keys, int n, std::string* dst) const override;
|
||||
|
||||
FilterBitsBuilder* GetBuilderWithContext(
|
||||
const FilterBuildingContext& context) const override;
|
||||
|
||||
inline int TEST_GetStartingLevelForB() const { return starting_level_for_b_; }
|
||||
|
||||
inline const FilterPolicy* TEST_GetPolicyA() const { return policy_a_.get(); }
|
||||
|
||||
inline const FilterPolicy* TEST_GetPolicyB() const { return policy_b_.get(); }
|
||||
|
||||
private:
|
||||
const std::unique_ptr<const FilterPolicy> policy_a_;
|
||||
const std::unique_ptr<const FilterPolicy> policy_b_;
|
||||
int starting_level_for_b_;
|
||||
};
|
||||
|
||||
} // namespace ROCKSDB_NAMESPACE
|
||||
|
||||
@ -104,7 +104,9 @@ default_params = {
|
||||
"use_clock_cache": 0, # currently broken
|
||||
"use_full_merge_v1": lambda: random.randint(0, 1),
|
||||
"use_merge": lambda: random.randint(0, 1),
|
||||
"use_ribbon_filter": lambda: random.randint(0, 1),
|
||||
# 999 -> use Bloom API
|
||||
"ribbon_starting_level": lambda: random.choice([random.randint(-1, 10), 999]),
|
||||
"use_block_based_filter": lambda: random.randint(0, 1),
|
||||
"verify_checksum": 1,
|
||||
"write_buffer_size": 4 * 1024 * 1024,
|
||||
"writepercent": 35,
|
||||
@ -359,6 +361,8 @@ def finalize_and_sanitize(src_params):
|
||||
dest_params["partition_filters"] = 0
|
||||
else:
|
||||
dest_params["use_block_based_filter"] = 0
|
||||
if dest_params["ribbon_starting_level"] < 999:
|
||||
dest_params["use_block_based_filter"] = 0
|
||||
if dest_params.get("atomic_flush", 0) == 1:
|
||||
# disable pipelined write when atomic flush is used.
|
||||
dest_params["enable_pipelined_write"] = 0
|
||||
|
||||
@ -1195,6 +1195,96 @@ INSTANTIATE_TEST_CASE_P(Full, FullBloomTest,
|
||||
BloomFilterPolicy::kFastLocalBloom,
|
||||
BloomFilterPolicy::kStandard128Ribbon));
|
||||
|
||||
static double GetEffectiveBitsPerKey(FilterBitsBuilder* builder) {
|
||||
union {
|
||||
uint64_t key_value;
|
||||
char key_bytes[8];
|
||||
};
|
||||
|
||||
const unsigned kNumKeys = 1000;
|
||||
|
||||
Slice key_slice{key_bytes, 8};
|
||||
for (key_value = 0; key_value < kNumKeys; ++key_value) {
|
||||
builder->AddKey(key_slice);
|
||||
}
|
||||
|
||||
std::unique_ptr<const char[]> buf;
|
||||
auto filter = builder->Finish(&buf);
|
||||
return filter.size() * /*bits per byte*/ 8 / (1.0 * kNumKeys);
|
||||
}
|
||||
|
||||
static void SetTestingLevel(int levelish, FilterBuildingContext* ctx) {
|
||||
if (levelish == -1) {
|
||||
// Flush is treated as level -1 for this option but actually level 0
|
||||
ctx->level_at_creation = 0;
|
||||
ctx->reason = TableFileCreationReason::kFlush;
|
||||
} else {
|
||||
ctx->level_at_creation = levelish;
|
||||
ctx->reason = TableFileCreationReason::kCompaction;
|
||||
}
|
||||
}
|
||||
|
||||
TEST(RibbonTest, RibbonTestLevelThreshold) {
|
||||
BlockBasedTableOptions opts;
|
||||
FilterBuildingContext ctx(opts);
|
||||
// A few settings
|
||||
for (CompactionStyle cs : {kCompactionStyleLevel, kCompactionStyleUniversal,
|
||||
kCompactionStyleFIFO, kCompactionStyleNone}) {
|
||||
ctx.compaction_style = cs;
|
||||
for (int bloom_before_level : {-1, 0, 1, 10}) {
|
||||
std::vector<std::unique_ptr<const FilterPolicy> > policies;
|
||||
policies.emplace_back(NewRibbonFilterPolicy(10, bloom_before_level));
|
||||
|
||||
if (bloom_before_level == -1) {
|
||||
// Also test old API
|
||||
policies.emplace_back(NewExperimentalRibbonFilterPolicy(10));
|
||||
}
|
||||
|
||||
if (bloom_before_level == 0) {
|
||||
// Also test old API and new API default
|
||||
policies.emplace_back(NewRibbonFilterPolicy(10));
|
||||
}
|
||||
|
||||
for (std::unique_ptr<const FilterPolicy>& policy : policies) {
|
||||
// Claim to be generating filter for this level
|
||||
SetTestingLevel(bloom_before_level, &ctx);
|
||||
|
||||
std::unique_ptr<FilterBitsBuilder> builder{
|
||||
policy->GetBuilderWithContext(ctx)};
|
||||
|
||||
// Must be Ribbon (more space efficient than 10 bits per key)
|
||||
ASSERT_LT(GetEffectiveBitsPerKey(builder.get()), 8);
|
||||
|
||||
if (bloom_before_level >= 0) {
|
||||
// Claim to be generating filter for previous level
|
||||
SetTestingLevel(bloom_before_level - 1, &ctx);
|
||||
|
||||
builder.reset(policy->GetBuilderWithContext(ctx));
|
||||
|
||||
if (cs == kCompactionStyleLevel || cs == kCompactionStyleUniversal) {
|
||||
// Level is considered.
|
||||
// Must be Bloom (~ 10 bits per key)
|
||||
ASSERT_GT(GetEffectiveBitsPerKey(builder.get()), 9);
|
||||
} else {
|
||||
// Level is ignored under non-traditional compaction styles.
|
||||
// Must be Ribbon (more space efficient than 10 bits per key)
|
||||
ASSERT_LT(GetEffectiveBitsPerKey(builder.get()), 8);
|
||||
}
|
||||
}
|
||||
|
||||
// Like SST file writer
|
||||
ctx.level_at_creation = -1;
|
||||
ctx.reason = TableFileCreationReason::kMisc;
|
||||
|
||||
builder.reset(policy->GetBuilderWithContext(ctx));
|
||||
|
||||
// Must be Ribbon (more space efficient than 10 bits per key)
|
||||
ASSERT_LT(GetEffectiveBitsPerKey(builder.get()), 8);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
} // namespace ROCKSDB_NAMESPACE
|
||||
|
||||
int main(int argc, char** argv) {
|
||||
|
||||
Loading…
Reference in New Issue
Block a user