// 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. #ifndef GFLAGS #include int main() { fprintf(stderr, "Please install gflags to run this test... Skipping...\n"); return 0; } #else #include #include #include "logging/logging.h" #include "memory/arena.h" #include "rocksdb/filter_policy.h" #include "table/full_filter_bits_builder.h" #include "test_util/testharness.h" #include "test_util/testutil.h" #include "util/gflags_compat.h" #include "util/hash.h" using GFLAGS_NAMESPACE::ParseCommandLineFlags; DEFINE_int32(bits_per_key, 10, ""); namespace rocksdb { static const int kVerbose = 1; static Slice Key(int i, char* buffer) { std::string s; PutFixed32(&s, static_cast(i)); memcpy(buffer, s.c_str(), sizeof(i)); return Slice(buffer, sizeof(i)); } static int NextLength(int length) { if (length < 10) { length += 1; } else if (length < 100) { length += 10; } else if (length < 1000) { length += 100; } else { length += 1000; } return length; } class BloomTest : public testing::Test { private: std::unique_ptr policy_; std::string filter_; std::vector keys_; public: BloomTest() : policy_( NewBloomFilterPolicy(FLAGS_bits_per_key)) {} void Reset() { keys_.clear(); filter_.clear(); } void ResetPolicy(const FilterPolicy* policy = nullptr) { if (policy == nullptr) { policy_.reset(NewBloomFilterPolicy(FLAGS_bits_per_key)); } else { policy_.reset(policy); } Reset(); } void Add(const Slice& s) { keys_.push_back(s.ToString()); } void Build() { std::vector key_slices; for (size_t i = 0; i < keys_.size(); i++) { key_slices.push_back(Slice(keys_[i])); } filter_.clear(); policy_->CreateFilter(&key_slices[0], static_cast(key_slices.size()), &filter_); keys_.clear(); if (kVerbose >= 2) DumpFilter(); } size_t FilterSize() const { return filter_.size(); } Slice FilterData() const { return Slice(filter_); } void DumpFilter() { fprintf(stderr, "F("); for (size_t i = 0; i+1 < filter_.size(); i++) { const unsigned int c = static_cast(filter_[i]); for (int j = 0; j < 8; j++) { fprintf(stderr, "%c", (c & (1 <KeyMayMatch(s, filter_); } double FalsePositiveRate() { char buffer[sizeof(int)]; int result = 0; for (int i = 0; i < 10000; i++) { if (Matches(Key(i + 1000000000, buffer))) { result++; } } return result / 10000.0; } }; TEST_F(BloomTest, EmptyFilter) { ASSERT_TRUE(! Matches("hello")); ASSERT_TRUE(! Matches("world")); } TEST_F(BloomTest, Small) { Add("hello"); Add("world"); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); ASSERT_TRUE(! Matches("x")); ASSERT_TRUE(! Matches("foo")); } TEST_F(BloomTest, VaryingLengths) { char buffer[sizeof(int)]; // Count number of filters that significantly exceed the false positive rate int mediocre_filters = 0; int good_filters = 0; for (int length = 1; length <= 10000; length = NextLength(length)) { Reset(); for (int i = 0; i < length; i++) { Add(Key(i, buffer)); } Build(); ASSERT_LE(FilterSize(), (size_t)((length * 10 / 8) + 40)) << length; // All added keys must match for (int i = 0; i < length; i++) { ASSERT_TRUE(Matches(Key(i, buffer))) << "Length " << length << "; key " << i; } // Check false positive rate double rate = FalsePositiveRate(); if (kVerbose >= 1) { fprintf(stderr, "False positives: %5.2f%% @ length = %6d ; bytes = %6d\n", rate*100.0, length, static_cast(FilterSize())); } ASSERT_LE(rate, 0.02); // Must not be over 2% if (rate > 0.0125) mediocre_filters++; // Allowed, but not too often else good_filters++; } if (kVerbose >= 1) { fprintf(stderr, "Filters: %d good, %d mediocre\n", good_filters, mediocre_filters); } ASSERT_LE(mediocre_filters, good_filters/5); } // Ensure the implementation doesn't accidentally change in an // incompatible way TEST_F(BloomTest, Schema) { char buffer[sizeof(int)]; ResetPolicy(NewBloomFilterPolicy(8)); // num_probes = 5 for (int key = 0; key < 87; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), 3589896109U); ResetPolicy(NewBloomFilterPolicy(9)); // num_probes = 6 for (int key = 0; key < 87; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), 969445585); ResetPolicy(NewBloomFilterPolicy(11)); // num_probes = 7 for (int key = 0; key < 87; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), 1694458207); ResetPolicy(NewBloomFilterPolicy(10)); // num_probes = 6 for (int key = 0; key < 87; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), 2373646410U); ResetPolicy(NewBloomFilterPolicy(10)); for (int key = 1; key < 87; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), 1908442116); ResetPolicy(NewBloomFilterPolicy(10)); for (int key = 1; key < 88; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), 3057004015U); ResetPolicy(); } // Different bits-per-byte class FullBloomTest : public testing::Test { private: std::unique_ptr policy_; std::unique_ptr bits_builder_; std::unique_ptr bits_reader_; std::unique_ptr buf_; size_t filter_size_; public: FullBloomTest() : policy_(NewBloomFilterPolicy(FLAGS_bits_per_key, false)), filter_size_(0) { Reset(); } FullFilterBitsBuilder* GetFullFilterBitsBuilder() { return dynamic_cast(bits_builder_.get()); } void Reset() { bits_builder_.reset(policy_->GetFilterBitsBuilder()); bits_reader_.reset(nullptr); buf_.reset(nullptr); filter_size_ = 0; } void ResetPolicy(const FilterPolicy* policy = nullptr) { if (policy == nullptr) { policy_.reset(NewBloomFilterPolicy(FLAGS_bits_per_key, false)); } else { policy_.reset(policy); } Reset(); } void Add(const Slice& s) { bits_builder_->AddKey(s); } void OpenRaw(const Slice& s) { bits_reader_.reset(policy_->GetFilterBitsReader(s)); } void Build() { Slice filter = bits_builder_->Finish(&buf_); bits_reader_.reset(policy_->GetFilterBitsReader(filter)); filter_size_ = filter.size(); } size_t FilterSize() const { return filter_size_; } Slice FilterData() { return Slice(buf_.get(), filter_size_); } bool Matches(const Slice& s) { if (bits_reader_ == nullptr) { Build(); } return bits_reader_->MayMatch(s); } uint64_t PackedMatches() { char buffer[sizeof(int)]; uint64_t result = 0; for (int i = 0; i < 64; i++) { if (Matches(Key(i + 12345, buffer))) { result |= uint64_t{1} << i; } } return result; } double FalsePositiveRate() { char buffer[sizeof(int)]; int result = 0; for (int i = 0; i < 10000; i++) { if (Matches(Key(i + 1000000000, buffer))) { result++; } } return result / 10000.0; } }; TEST_F(FullBloomTest, FilterSize) { uint32_t dont_care1, dont_care2; auto full_bits_builder = GetFullFilterBitsBuilder(); for (int n = 1; n < 100; n++) { auto space = full_bits_builder->CalculateSpace(n, &dont_care1, &dont_care2); auto n2 = full_bits_builder->CalculateNumEntry(space); ASSERT_GE(n2, n); auto space2 = full_bits_builder->CalculateSpace(n2, &dont_care1, &dont_care2); ASSERT_EQ(space, space2); } } TEST_F(FullBloomTest, FullEmptyFilter) { // Empty filter is not match, at this level ASSERT_TRUE(!Matches("hello")); ASSERT_TRUE(!Matches("world")); } TEST_F(FullBloomTest, FullSmall) { Add("hello"); Add("world"); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); ASSERT_TRUE(!Matches("x")); ASSERT_TRUE(!Matches("foo")); } TEST_F(FullBloomTest, FullVaryingLengths) { char buffer[sizeof(int)]; // Count number of filters that significantly exceed the false positive rate int mediocre_filters = 0; int good_filters = 0; for (int length = 1; length <= 10000; length = NextLength(length)) { Reset(); for (int i = 0; i < length; i++) { Add(Key(i, buffer)); } Build(); ASSERT_LE(FilterSize(), (size_t)((length * 10 / 8) + CACHE_LINE_SIZE * 2 + 5)); // All added keys must match for (int i = 0; i < length; i++) { ASSERT_TRUE(Matches(Key(i, buffer))) << "Length " << length << "; key " << i; } // Check false positive rate double rate = FalsePositiveRate(); if (kVerbose >= 1) { fprintf(stderr, "False positives: %5.2f%% @ length = %6d ; bytes = %6d\n", rate*100.0, length, static_cast(FilterSize())); } ASSERT_LE(rate, 0.02); // Must not be over 2% if (rate > 0.0125) mediocre_filters++; // Allowed, but not too often else good_filters++; } if (kVerbose >= 1) { fprintf(stderr, "Filters: %d good, %d mediocre\n", good_filters, mediocre_filters); } ASSERT_LE(mediocre_filters, good_filters/5); } namespace { inline uint32_t SelectByCacheLineSize(uint32_t for64, uint32_t for128, uint32_t for256) { (void)for64; (void)for128; (void)for256; #if CACHE_LINE_SIZE == 64 return for64; #elif CACHE_LINE_SIZE == 128 return for128; #elif CACHE_LINE_SIZE == 256 return for256; #else #error "CACHE_LINE_SIZE unknown or unrecognized" #endif } } // namespace // Ensure the implementation doesn't accidentally change in an // incompatible way TEST_F(FullBloomTest, Schema) { char buffer[sizeof(int)]; // Use enough keys so that changing bits / key by 1 is guaranteed to // change number of allocated cache lines. So keys > max cache line bits. ResetPolicy(NewBloomFilterPolicy(8)); // num_probes = 5 for (int key = 0; key < 2087; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), SelectByCacheLineSize(1302145999, 2811644657U, 756553699)); ResetPolicy(NewBloomFilterPolicy(9)); // num_probes = 6 for (int key = 0; key < 2087; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), SelectByCacheLineSize(2092755149, 661139132, 1182970461)); ResetPolicy(NewBloomFilterPolicy(11)); // num_probes = 7 for (int key = 0; key < 2087; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), SelectByCacheLineSize(3755609649U, 1812694762, 1449142939)); ResetPolicy(NewBloomFilterPolicy(10)); // num_probes = 6 for (int key = 0; key < 2087; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), SelectByCacheLineSize(1478976371, 2910591341U, 1182970461)); ResetPolicy(NewBloomFilterPolicy(10)); for (int key = 1; key < 2087; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), SelectByCacheLineSize(4205696321U, 1132081253U, 2385981855U)); ResetPolicy(NewBloomFilterPolicy(10)); for (int key = 1; key < 2088; key++) { Add(Key(key, buffer)); } Build(); ASSERT_EQ(BloomHash(FilterData()), SelectByCacheLineSize(2885052954U, 769447944, 4175124908U)); ResetPolicy(); } // A helper class for testing custom or corrupt filter bits as read by // FullFilterBitsReader. struct RawFilterTester { // Buffer, from which we always return a tail Slice, so the // last five bytes are always the metadata bytes. std::array data_; // Points five bytes from the end char* metadata_ptr_; RawFilterTester() : metadata_ptr_(&*(data_.end() - 5)) {} Slice ResetNoFill(uint32_t len_without_metadata, uint32_t num_lines, uint32_t num_probes) { metadata_ptr_[0] = static_cast(num_probes); EncodeFixed32(metadata_ptr_ + 1, num_lines); uint32_t len = len_without_metadata + /*metadata*/ 5; assert(len <= data_.size()); return Slice(metadata_ptr_ - len_without_metadata, len); } Slice Reset(uint32_t len_without_metadata, uint32_t num_lines, uint32_t num_probes, bool fill_ones) { data_.fill(fill_ones ? 0xff : 0); return ResetNoFill(len_without_metadata, num_lines, num_probes); } Slice ResetWeirdFill(uint32_t len_without_metadata, uint32_t num_lines, uint32_t num_probes) { for (uint32_t i = 0; i < data_.size(); ++i) { data_[i] = static_cast(0x7b7b >> (i % 7)); } return ResetNoFill(len_without_metadata, num_lines, num_probes); } }; TEST_F(FullBloomTest, RawSchema) { RawFilterTester cft; // Two probes, about 3/4 bits set: ~50% "FP" rate // One 256-byte cache line. OpenRaw(cft.ResetWeirdFill(256, 1, 2)); ASSERT_EQ(uint64_t{11384799501900898790U}, PackedMatches()); // Two 128-byte cache lines. OpenRaw(cft.ResetWeirdFill(256, 2, 2)); ASSERT_EQ(uint64_t{10157853359773492589U}, PackedMatches()); // Four 64-byte cache lines. OpenRaw(cft.ResetWeirdFill(256, 4, 2)); ASSERT_EQ(uint64_t{7123594913907464682U}, PackedMatches()); } TEST_F(FullBloomTest, CorruptFilters) { RawFilterTester cft; for (bool fill : {false, true}) { // Good filter bits - returns same as fill OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 6, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Good filter bits - returns same as fill OpenRaw(cft.Reset(CACHE_LINE_SIZE * 3, 3, 6, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Good filter bits - returns same as fill // 256 is unusual but legal cache line size OpenRaw(cft.Reset(256 * 3, 3, 6, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Good filter bits - returns same as fill // 30 should be max num_probes OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 30, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Good filter bits - returns same as fill // 1 should be min num_probes OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 1, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Type 1 trivial filter bits - returns true as if FP by zero probes OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 0, fill)); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); // Type 2 trivial filter bits - returns false as if built from zero keys OpenRaw(cft.Reset(0, 0, 6, fill)); ASSERT_FALSE(Matches("hello")); ASSERT_FALSE(Matches("world")); // Type 2 trivial filter bits - returns false as if built from zero keys OpenRaw(cft.Reset(0, 37, 6, fill)); ASSERT_FALSE(Matches("hello")); ASSERT_FALSE(Matches("world")); // Type 2 trivial filter bits - returns false as 0 size trumps 0 probes OpenRaw(cft.Reset(0, 0, 0, fill)); ASSERT_FALSE(Matches("hello")); ASSERT_FALSE(Matches("world")); // Bad filter bits - returns true for safety // No solution to 0 * x == CACHE_LINE_SIZE OpenRaw(cft.Reset(CACHE_LINE_SIZE, 0, 6, fill)); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); // Bad filter bits - returns true for safety // Can't have 3 * x == 4 for integer x OpenRaw(cft.Reset(4, 3, 6, fill)); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); // Bad filter bits - returns true for safety // 97 bytes is not a power of two, so not a legal cache line size OpenRaw(cft.Reset(97 * 3, 3, 6, fill)); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); // Bad filter bits // 65 bytes is not a power of two, so not a legal cache line size OpenRaw(cft.Reset(65 * 3, 3, 6, fill)); // ASSERT_TRUE(Matches("hello")); // ASSERT_TRUE(Matches("world")); // NB: NOT PROPERLY CHECKED in implementation ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Bad filter bits - returns false as if built from zero keys // < 5 bytes overall means missing even metadata OpenRaw(cft.Reset(-1, 3, 6, fill)); ASSERT_FALSE(Matches("hello")); ASSERT_FALSE(Matches("world")); OpenRaw(cft.Reset(-5, 3, 6, fill)); ASSERT_FALSE(Matches("hello")); ASSERT_FALSE(Matches("world")); // Dubious filter bits - returns same as fill (for now) // 31 is not a useful num_probes, nor generated by RocksDB unless directly // using filter bits API without BloomFilterPolicy. OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 31, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Dubious filter bits - returns same as fill (for now) // Similar, with 127, largest positive char OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 127, fill)); ASSERT_EQ(fill, Matches("hello")); ASSERT_EQ(fill, Matches("world")); // Dubious filter bits - returns true (for now) // num_probes set to 128 / -128, lowest negative char // NB: Bug in implementation interprets this as negative and has same // effect as zero probes, but effectively reserves negative char values // for future use. OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 128, fill)); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); // Dubious filter bits - returns true (for now) // Similar, with 255 / -1 OpenRaw(cft.Reset(CACHE_LINE_SIZE, 1, 255, fill)); ASSERT_TRUE(Matches("hello")); ASSERT_TRUE(Matches("world")); } } } // namespace rocksdb int main(int argc, char** argv) { ::testing::InitGoogleTest(&argc, argv); ParseCommandLineFlags(&argc, &argv, true); return RUN_ALL_TESTS(); } #endif // GFLAGS