// 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 "gtest/gtest.h" #include "leveldb/filter_policy.h" #include "util/coding.h" #include "util/logging.h" #include "util/testutil.h" namespace leveldb { static const int kVerbose = 1; static Slice Key(int i, char* buffer) { EncodeFixed32(buffer, i); return Slice(buffer, sizeof(uint32_t)); } class BloomTest : public testing::Test { public: BloomTest() : policy_(NewBloomFilterPolicy(10)) {} ~BloomTest() { delete policy_; } void Reset() { keys_.clear(); filter_.clear(); } 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(); } 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 << j)) ? '1' : '.'); } } fprintf(stderr, ")\n"); } bool Matches(const Slice& s) { if (!keys_.empty()) { Build(); } return policy_->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; } private: const FilterPolicy* policy_; std::string filter_; std::vector keys_; }; 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")); } 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; } 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(), static_cast((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); } // Different bits-per-byte } // namespace leveldb int main(int argc, char** argv) { testing::InitGoogleTest(&argc, argv); return RUN_ALL_TESTS(); }