62f9b071ff
Summary: Contains: - Implementation of TableReader based on Cuckoo Hashing - Unittests for CuckooTableReader - Performance test for TableReader Test Plan: make cuckoo_table_reader_test ./cuckoo_table_reader_test make valgrind_check make asan_check Reviewers: yhchiang, sdong, igor, ljin Reviewed By: ljin Subscribers: leveldb Differential Revision: https://reviews.facebook.net/D20511
492 lines
19 KiB
C++
492 lines
19 KiB
C++
// Copyright (c) 2014, Facebook, Inc. All rights reserved.
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree. An additional grant
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// of patent rights can be found in the PATENTS file in the same directory.
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#include <vector>
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#include <string>
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#include <map>
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#include <utility>
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#include "table/meta_blocks.h"
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#include "table/cuckoo_table_builder.h"
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#include "util/random.h"
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#include "util/testharness.h"
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#include "util/testutil.h"
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namespace rocksdb {
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extern const uint64_t kCuckooTableMagicNumber;
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namespace {
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std::unordered_map<std::string, std::vector<uint64_t>> hash_map;
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void AddHashLookups(const std::string& s, uint64_t bucket_id,
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uint32_t num_hash_fun) {
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std::vector<uint64_t> v;
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for (uint32_t i = 0; i < num_hash_fun; i++) {
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v.push_back(bucket_id + i);
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}
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hash_map[s] = v;
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}
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uint64_t GetSliceHash(const Slice& s, uint32_t index,
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uint64_t max_num_buckets) {
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return hash_map[s.ToString()][index];
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}
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} // namespace
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class CuckooBuilderTest {
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public:
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CuckooBuilderTest() {
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env_ = Env::Default();
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}
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void CheckFileContents(const std::string& expected_data,
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std::string expected_unused_bucket, uint64_t expected_max_buckets,
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uint32_t expected_num_hash_fun, bool expected_is_last_level) {
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// Read file
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unique_ptr<RandomAccessFile> read_file;
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ASSERT_OK(env_->NewRandomAccessFile(fname, &read_file, env_options_));
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uint64_t read_file_size;
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ASSERT_OK(env_->GetFileSize(fname, &read_file_size));
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// Assert Table Properties.
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TableProperties* props = nullptr;
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ASSERT_OK(ReadTableProperties(read_file.get(), read_file_size,
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kCuckooTableMagicNumber, env_, nullptr, &props));
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ASSERT_EQ(props->num_entries, num_items);
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ASSERT_EQ(props->fixed_key_len, key_length);
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// Check unused bucket.
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std::string unused_key = props->user_collected_properties[
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CuckooTablePropertyNames::kEmptyKey];
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ASSERT_EQ(expected_unused_bucket.substr(0, key_length), unused_key);
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uint32_t value_len_found =
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*reinterpret_cast<const uint32_t*>(props->user_collected_properties[
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CuckooTablePropertyNames::kValueLength].data());
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ASSERT_EQ(value_length, value_len_found);
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const uint64_t max_buckets =
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*reinterpret_cast<const uint64_t*>(props->user_collected_properties[
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CuckooTablePropertyNames::kMaxNumBuckets].data());
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ASSERT_EQ(expected_max_buckets, max_buckets);
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const uint32_t num_hash_fun_found =
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*reinterpret_cast<const uint32_t*>(props->user_collected_properties[
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CuckooTablePropertyNames::kNumHashTable].data());
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ASSERT_EQ(expected_num_hash_fun, num_hash_fun_found);
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const bool is_last_level_found =
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*reinterpret_cast<const bool*>(props->user_collected_properties[
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CuckooTablePropertyNames::kIsLastLevel].data());
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ASSERT_EQ(expected_is_last_level, is_last_level_found);
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delete props;
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// Check contents of the bucket.
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std::string read_data;
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read_data.resize(expected_data.size());
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Slice read_slice;
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ASSERT_OK(read_file->Read(0, expected_data.size(),
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&read_slice, &read_data[0]));
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ASSERT_EQ(expected_data, read_data);
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}
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Env* env_;
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const EnvOptions env_options_;
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std::string fname;
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uint64_t file_size = 100000;
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uint32_t num_items = 20;
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uint32_t num_hash_fun = 64;
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double hash_table_ratio = 0.9;
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uint32_t ikey_length;
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uint32_t user_key_length;
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uint32_t key_length;
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uint32_t value_length;
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uint32_t bucket_length;
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};
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TEST(CuckooBuilderTest, NoCollision) {
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hash_map.clear();
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uint32_t expected_num_hash_fun = 2;
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std::vector<std::string> user_keys(num_items);
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std::vector<std::string> keys(num_items);
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std::vector<std::string> values(num_items);
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uint64_t bucket_ids = 0;
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for (uint32_t i = 0; i < num_items; i++) {
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user_keys[i] = "keys" + std::to_string(i+100);
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ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
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AppendInternalKey(&keys[i], ikey);
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values[i] = "value" + std::to_string(i+100);
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AddHashLookups(user_keys[i], bucket_ids, num_hash_fun);
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bucket_ids += num_hash_fun;
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}
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ikey_length = keys[0].size();
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key_length = ikey_length;
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value_length = values[0].size();
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bucket_length = ikey_length + value_length;
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uint64_t expected_max_buckets = file_size / bucket_length;
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std::string expected_unused_user_key = "keys10:";
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ParsedInternalKey ikey(expected_unused_user_key, 0, kTypeValue);
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std::string expected_unused_bucket;
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AppendInternalKey(&expected_unused_bucket, ikey);
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expected_unused_bucket.resize(bucket_length, 'a');
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unique_ptr<WritableFile> writable_file;
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fname = test::TmpDir() + "/BasicTest_writable_file";
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ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
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CuckooTableBuilder cuckoo_builder(
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writable_file.get(), ikey_length,
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value_length, hash_table_ratio,
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file_size, num_hash_fun, 100, false, GetSliceHash);
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ASSERT_OK(cuckoo_builder.status());
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uint32_t key_idx = 0;
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std::string expected_file_data = "";
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for (uint32_t i = 0; i < expected_max_buckets; i++) {
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if (key_idx * num_hash_fun == i && key_idx < num_items) {
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cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
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ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
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ASSERT_OK(cuckoo_builder.status());
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expected_file_data.append(keys[key_idx] + values[key_idx]);
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++key_idx;
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} else {
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expected_file_data.append(expected_unused_bucket);
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}
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}
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ASSERT_OK(cuckoo_builder.Finish());
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writable_file->Close();
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CheckFileContents(expected_file_data, expected_unused_bucket,
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expected_max_buckets, expected_num_hash_fun, false);
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}
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TEST(CuckooBuilderTest, NoCollisionLastLevel) {
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hash_map.clear();
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uint32_t expected_num_hash_fun = 2;
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std::vector<std::string> user_keys(num_items);
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std::vector<std::string> keys(num_items);
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std::vector<std::string> values(num_items);
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uint64_t bucket_ids = 0;
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for (uint32_t i = 0; i < num_items; i++) {
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user_keys[i] = "keys" + std::to_string(i+100);
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// Set zero sequence number in all keys.
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ParsedInternalKey ikey(user_keys[i], 0, kTypeValue);
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AppendInternalKey(&keys[i], ikey);
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values[i] = "value" + std::to_string(i+100);
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AddHashLookups(user_keys[i], bucket_ids, num_hash_fun);
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bucket_ids += num_hash_fun;
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}
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ikey_length = keys[0].size();
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user_key_length = user_keys[0].size();
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key_length = user_key_length;
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value_length = values[0].size();
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bucket_length = key_length + value_length;
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uint64_t expected_max_buckets = file_size / bucket_length;
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std::string expected_unused_bucket = "keys10:";
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expected_unused_bucket.resize(bucket_length, 'a');
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unique_ptr<WritableFile> writable_file;
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fname = test::TmpDir() + "/NoCollisionLastLevel_writable_file";
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ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
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CuckooTableBuilder cuckoo_builder(
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writable_file.get(), ikey_length,
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value_length, hash_table_ratio,
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file_size, num_hash_fun, 100, true, GetSliceHash);
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ASSERT_OK(cuckoo_builder.status());
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uint32_t key_idx = 0;
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std::string expected_file_data = "";
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for (uint32_t i = 0; i < expected_max_buckets; i++) {
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if (key_idx * num_hash_fun == i && key_idx < num_items) {
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cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
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ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
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ASSERT_OK(cuckoo_builder.status());
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expected_file_data.append(user_keys[key_idx] + values[key_idx]);
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++key_idx;
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} else {
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expected_file_data.append(expected_unused_bucket);
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}
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}
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ASSERT_OK(cuckoo_builder.Finish());
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writable_file->Close();
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CheckFileContents(expected_file_data, expected_unused_bucket,
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expected_max_buckets, expected_num_hash_fun, true);
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}
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TEST(CuckooBuilderTest, WithCollision) {
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// Take keys with colliding hash function values.
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hash_map.clear();
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num_hash_fun = 20;
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num_items = num_hash_fun;
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uint32_t expected_num_hash_fun = num_hash_fun;
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std::vector<std::string> user_keys(num_items);
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std::vector<std::string> keys(num_items);
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std::vector<std::string> values(num_items);
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for (uint32_t i = 0; i < num_items; i++) {
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user_keys[i] = "keys" + std::to_string(i+100);
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ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
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AppendInternalKey(&keys[i], ikey);
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values[i] = "value" + std::to_string(i+100);
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// Make all hash values collide.
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AddHashLookups(user_keys[i], 0, num_hash_fun);
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}
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ikey_length = keys[0].size();
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value_length = values[0].size();
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key_length = ikey_length;
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bucket_length = key_length + value_length;
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uint64_t expected_max_buckets = file_size / bucket_length;
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std::string expected_unused_user_key = "keys10:";
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ParsedInternalKey ikey(expected_unused_user_key, 0, kTypeValue);
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std::string expected_unused_bucket;
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AppendInternalKey(&expected_unused_bucket, ikey);
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expected_unused_bucket.resize(bucket_length, 'a');
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unique_ptr<WritableFile> writable_file;
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fname = test::TmpDir() + "/WithCollision_writable_file";
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ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
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CuckooTableBuilder cuckoo_builder(
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writable_file.get(), key_length, value_length, hash_table_ratio,
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file_size, num_hash_fun, 100, false, GetSliceHash);
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ASSERT_OK(cuckoo_builder.status());
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uint32_t key_idx = 0;
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std::string expected_file_data = "";
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for (uint32_t i = 0; i < expected_max_buckets; i++) {
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if (key_idx == i && key_idx < num_items) {
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cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
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ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
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ASSERT_OK(cuckoo_builder.status());
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expected_file_data.append(keys[key_idx] + values[key_idx]);
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++key_idx;
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} else {
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expected_file_data.append(expected_unused_bucket);
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}
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}
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ASSERT_OK(cuckoo_builder.Finish());
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writable_file->Close();
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CheckFileContents(expected_file_data, expected_unused_bucket,
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expected_max_buckets, expected_num_hash_fun, false);
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}
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TEST(CuckooBuilderTest, FailWithTooManyCollisions) {
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// Take keys with colliding hash function values.
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// Take more keys than the number of hash functions.
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hash_map.clear();
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num_hash_fun = 20;
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num_items = num_hash_fun + 1;
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std::vector<std::string> user_keys(num_items);
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std::vector<std::string> keys(num_items);
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std::vector<std::string> values(num_items);
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for (uint32_t i = 0; i < num_items; i++) {
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user_keys[i] = "keys" + std::to_string(i+100);
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ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
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AppendInternalKey(&keys[i], ikey);
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values[i] = "value" + std::to_string(i+100);
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// Make all hash values collide.
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AddHashLookups(user_keys[i], 0, num_hash_fun);
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}
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ikey_length = keys[0].size();
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value_length = values[0].size();
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unique_ptr<WritableFile> writable_file;
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fname = test::TmpDir() + "/FailWithTooManyCollisions_writable";
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ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
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CuckooTableBuilder cuckoo_builder(
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writable_file.get(), ikey_length,
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value_length, hash_table_ratio, file_size, num_hash_fun,
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100, false, GetSliceHash);
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ASSERT_OK(cuckoo_builder.status());
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for (uint32_t key_idx = 0; key_idx < num_items-1; key_idx++) {
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cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
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ASSERT_OK(cuckoo_builder.status());
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ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
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}
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cuckoo_builder.Add(Slice(keys.back()), Slice(values.back()));
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ASSERT_TRUE(cuckoo_builder.status().IsCorruption());
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cuckoo_builder.Abandon();
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writable_file->Close();
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}
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TEST(CuckooBuilderTest, FailWhenSameKeyInserted) {
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hash_map.clear();
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std::string user_key = "repeatedkey";
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AddHashLookups(user_key, 0, num_hash_fun);
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std::string key_to_reuse1, key_to_reuse2;
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ParsedInternalKey ikey1(user_key, 1000, kTypeValue);
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ParsedInternalKey ikey2(user_key, 1001, kTypeValue);
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AppendInternalKey(&key_to_reuse1, ikey1);
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AppendInternalKey(&key_to_reuse2, ikey2);
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std::string value = "value";
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ikey_length = key_to_reuse1.size();
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value_length = value.size();
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unique_ptr<WritableFile> writable_file;
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fname = test::TmpDir() + "/FailWhenSameKeyInserted_writable_file";
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ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
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CuckooTableBuilder cuckoo_builder(
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writable_file.get(), ikey_length,
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value_length, hash_table_ratio, file_size, num_hash_fun,
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100, false, GetSliceHash);
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ASSERT_OK(cuckoo_builder.status());
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cuckoo_builder.Add(Slice(key_to_reuse1), Slice(value));
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ASSERT_OK(cuckoo_builder.status());
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ASSERT_EQ(cuckoo_builder.NumEntries(), 1U);
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cuckoo_builder.Add(Slice(key_to_reuse2), Slice(value));
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ASSERT_TRUE(cuckoo_builder.status().IsCorruption());
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cuckoo_builder.Abandon();
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writable_file->Close();
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}
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TEST(CuckooBuilderTest, WithACollisionPath) {
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hash_map.clear();
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// Have two hash functions. Insert elements with overlapping hashes.
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// Finally insert an element with hash value somewhere in the middle
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// so that it displaces all the elements after that.
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num_hash_fun = 2;
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uint32_t expected_num_hash_fun = num_hash_fun;
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uint32_t max_search_depth = 100;
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num_items = 2*max_search_depth + 2;
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std::vector<std::string> user_keys(num_items);
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std::vector<std::string> keys(num_items);
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std::vector<std::string> values(num_items);
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std::vector<uint64_t> expected_bucket_id(num_items);
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for (uint32_t i = 0; i < num_items - 1; i++) {
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user_keys[i] = "keys" + std::to_string(i+100);
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ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
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AppendInternalKey(&keys[i], ikey);
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values[i] = "value" + std::to_string(i+100);
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// Make all hash values collide with the next element.
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AddHashLookups(user_keys[i], i, num_hash_fun);
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if (i <= max_search_depth) {
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expected_bucket_id[i] = i;
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} else {
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expected_bucket_id[i] = i+1;
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}
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}
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user_keys.back() = "keys" + std::to_string(num_items + 99);
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ParsedInternalKey ikey(user_keys.back(), num_items + 1000, kTypeValue);
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AppendInternalKey(&keys.back(), ikey);
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values.back() = "value" + std::to_string(num_items+100);
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// Make hash values collide with first and middle elements.
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// Inserting at 0 will fail after exceeding search depth limit.
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hash_map[user_keys.back()] = {0, max_search_depth + 1};
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expected_bucket_id.back() = max_search_depth + 1;
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ikey_length = keys[0].size();
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value_length = values[0].size();
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key_length = ikey_length;
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bucket_length = key_length + value_length;
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uint64_t expected_max_buckets = file_size / bucket_length;
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std::string expected_unused_user_key = "keys10:";
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ikey = ParsedInternalKey(expected_unused_user_key, 0, kTypeValue);
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std::string expected_unused_bucket;
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AppendInternalKey(&expected_unused_bucket, ikey);
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expected_unused_bucket.resize(bucket_length, 'a');
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std::string expected_file_data = "";
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for (uint32_t i = 0; i < expected_max_buckets; i++) {
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expected_file_data += expected_unused_bucket;
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}
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unique_ptr<WritableFile> writable_file;
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fname = test::TmpDir() + "/WithCollisionPath_writable_file";
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ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
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CuckooTableBuilder cuckoo_builder(
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writable_file.get(), key_length,
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value_length, hash_table_ratio, file_size,
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num_hash_fun, max_search_depth, false, GetSliceHash);
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ASSERT_OK(cuckoo_builder.status());
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for (uint32_t key_idx = 0; key_idx < num_items; key_idx++) {
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cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
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ASSERT_OK(cuckoo_builder.status());
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ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
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expected_file_data.replace(expected_bucket_id[key_idx]*bucket_length,
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bucket_length, keys[key_idx] + values[key_idx]);
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}
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ASSERT_OK(cuckoo_builder.Finish());
|
|
writable_file->Close();
|
|
CheckFileContents(expected_file_data, expected_unused_bucket,
|
|
expected_max_buckets, expected_num_hash_fun, false);
|
|
}
|
|
|
|
TEST(CuckooBuilderTest, FailWhenCollisionPathTooLong) {
|
|
hash_map.clear();
|
|
// Have two hash functions. Insert elements with overlapping hashes.
|
|
// Finally insert an element which will displace all the current elements.
|
|
num_hash_fun = 2;
|
|
|
|
uint32_t max_search_depth = 100;
|
|
num_items = 2*max_search_depth + 3;
|
|
std::vector<std::string> user_keys(num_items);
|
|
std::vector<std::string> keys(num_items);
|
|
std::vector<std::string> values(num_items);
|
|
for (uint32_t i = 0; i < num_items - 1; i++) {
|
|
user_keys[i] = "keys" + std::to_string(i+100);
|
|
ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
|
|
AppendInternalKey(&keys[i], ikey);
|
|
values[i] = "value" + std::to_string(i+100);
|
|
// Make all hash values collide with the next element.
|
|
AddHashLookups(user_keys[i], i, num_hash_fun);
|
|
}
|
|
user_keys.back() = "keys" + std::to_string(num_items + 99);
|
|
ParsedInternalKey ikey(user_keys.back(), num_items + 1000, kTypeValue);
|
|
AppendInternalKey(&keys.back(), ikey);
|
|
values.back() = "value" + std::to_string(num_items+100);
|
|
// Make hash values collide with middle element.
|
|
hash_map[user_keys.back()] = {0, max_search_depth + 1};
|
|
|
|
ikey_length = keys[0].size();
|
|
value_length = values[0].size();
|
|
unique_ptr<WritableFile> writable_file;
|
|
fname = test::TmpDir() + "/FailWhenCollisionPathTooLong_writable";
|
|
ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
|
|
CuckooTableBuilder cuckoo_builder(
|
|
writable_file.get(), ikey_length,
|
|
value_length, hash_table_ratio, file_size, num_hash_fun,
|
|
max_search_depth, false, GetSliceHash);
|
|
ASSERT_OK(cuckoo_builder.status());
|
|
for (uint32_t key_idx = 0; key_idx < num_items-1; key_idx++) {
|
|
cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
|
|
ASSERT_OK(cuckoo_builder.status());
|
|
ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
|
|
}
|
|
cuckoo_builder.Add(Slice(keys.back()), Slice(values.back()));
|
|
ASSERT_TRUE(cuckoo_builder.status().IsCorruption());
|
|
cuckoo_builder.Abandon();
|
|
writable_file->Close();
|
|
}
|
|
|
|
TEST(CuckooBuilderTest, FailWhenTableIsFull) {
|
|
hash_map.clear();
|
|
file_size = 160;
|
|
|
|
num_items = 7;
|
|
std::vector<std::string> user_keys(num_items);
|
|
std::vector<std::string> keys(num_items);
|
|
std::vector<std::string> values(num_items);
|
|
for (uint32_t i = 0; i < num_items; i++) {
|
|
user_keys[i] = "keys" + std::to_string(i+1000);
|
|
ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
|
|
AppendInternalKey(&keys[i], ikey);
|
|
values[i] = "value" + std::to_string(i+100);
|
|
AddHashLookups(user_keys[i], i, num_hash_fun);
|
|
}
|
|
ikey_length = keys[0].size();
|
|
value_length = values[0].size();
|
|
bucket_length = ikey_length + value_length;
|
|
// Check that number of items is tight.
|
|
ASSERT_GT(bucket_length * num_items, file_size);
|
|
ASSERT_LE(bucket_length * (num_items-1), file_size);
|
|
|
|
unique_ptr<WritableFile> writable_file;
|
|
fname = test::TmpDir() + "/FailWhenTabelIsFull_writable";
|
|
ASSERT_OK(env_->NewWritableFile(fname, &writable_file, env_options_));
|
|
CuckooTableBuilder cuckoo_builder(
|
|
writable_file.get(), ikey_length,
|
|
value_length, hash_table_ratio, file_size, num_hash_fun,
|
|
100, false, GetSliceHash);
|
|
ASSERT_OK(cuckoo_builder.status());
|
|
for (uint32_t key_idx = 0; key_idx < num_items-1; key_idx++) {
|
|
cuckoo_builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
|
|
ASSERT_OK(cuckoo_builder.status());
|
|
ASSERT_EQ(cuckoo_builder.NumEntries(), key_idx + 1);
|
|
}
|
|
cuckoo_builder.Add(Slice(keys.back()), Slice(values.back()));
|
|
ASSERT_TRUE(cuckoo_builder.status().IsCorruption());
|
|
cuckoo_builder.Abandon();
|
|
writable_file->Close();
|
|
}
|
|
} // namespace rocksdb
|
|
|
|
int main(int argc, char** argv) { return rocksdb::test::RunAllTests(); }
|