rocksdb/table/cuckoo/cuckoo_table_reader_test.cc

// 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).


#ifndef GFLAGS
#include <cstdio>
int main() {
  fprintf(stderr, "Please install gflags to run this test... Skipping...\n");
  return 0;
}
#else

#include <cinttypes>
#include <map>
#include <string>
#include <vector>

#include "memory/arena.h"
#include "rocksdb/db.h"
#include "table/cuckoo/cuckoo_table_builder.h"
#include "table/cuckoo/cuckoo_table_factory.h"
#include "table/cuckoo/cuckoo_table_reader.h"
#include "table/get_context.h"
#include "table/meta_blocks.h"
#include "test_util/testharness.h"
#include "test_util/testutil.h"
#include "util/gflags_compat.h"
#include "util/random.h"
#include "util/string_util.h"

using GFLAGS_NAMESPACE::ParseCommandLineFlags;

DEFINE_string(file_dir, "",
              "Directory where the files will be created"
              " for benchmark. Added for using tmpfs.");
DEFINE_bool(enable_perf, false, "Run Benchmark Tests too.");
DEFINE_bool(write, false,
            "Should write new values to file in performance tests?");
DEFINE_bool(identity_as_first_hash, true, "use identity as first hash");

namespace ROCKSDB_NAMESPACE {

namespace {
const uint32_t kNumHashFunc = 10;
// Methods, variables related to Hash functions.
std::unordered_map<std::string, std::vector<uint64_t> > hash_map;

void AddHashLookups(const std::string& s, uint64_t bucket_id,
                    uint32_t num_hash_fun) {
  std::vector<uint64_t> v;
  for (uint32_t i = 0; i < num_hash_fun; i++) {
    v.push_back(bucket_id + i);
  }
  hash_map[s] = v;
}

uint64_t GetSliceHash(const Slice& s, uint32_t index,
                      uint64_t /*max_num_buckets*/) {
  return hash_map[s.ToString()][index];
}
}  // namespace

class CuckooReaderTest : public testing::Test {
 public:
  using testing::Test::SetUp;

  CuckooReaderTest() {
    options.allow_mmap_reads = true;
    env = options.env;
    file_options = FileOptions(options);
  }

  void SetUp(int num) {
    num_items = num;
    hash_map.clear();
    keys.clear();
    keys.resize(num_items);
    user_keys.clear();
    user_keys.resize(num_items);
    values.clear();
    values.resize(num_items);
  }

  std::string NumToStr(int64_t i) {
    return std::string(reinterpret_cast<char*>(&i), sizeof(i));
  }

  void CreateCuckooFileAndCheckReader(
      const Comparator* ucomp = BytewiseComparator()) {
    std::unique_ptr<WritableFileWriter> file_writer;
    ASSERT_OK(WritableFileWriter::Create(env->GetFileSystem(), fname,
                                         file_options, &file_writer, nullptr));
    CuckooTableBuilder builder(
        file_writer.get(), 0.9, kNumHashFunc, 100, ucomp, 2, false, false,
        GetSliceHash, 0 /* column_family_id */, kDefaultColumnFamilyName);
    ASSERT_OK(builder.status());
    for (uint32_t key_idx = 0; key_idx < num_items; ++key_idx) {
      builder.Add(Slice(keys[key_idx]), Slice(values[key_idx]));
      ASSERT_OK(builder.status());
      ASSERT_EQ(builder.NumEntries(), key_idx + 1);
    }
    ASSERT_OK(builder.Finish());
    ASSERT_EQ(num_items, builder.NumEntries());
    file_size = builder.FileSize();
    ASSERT_OK(file_writer->Close(IOOptions()));

    // Check reader now.
    std::unique_ptr<RandomAccessFileReader> file_reader;
    ASSERT_OK(RandomAccessFileReader::Create(
        env->GetFileSystem(), fname, file_options, &file_reader, nullptr));
    const ImmutableOptions ioptions(options);
    CuckooTableReader reader(ioptions, std::move(file_reader), file_size, ucomp,
                             GetSliceHash);
    ASSERT_OK(reader.status());
    // Assume no merge/deletion
    for (uint32_t i = 0; i < num_items; ++i) {
      PinnableSlice value;
      GetContext get_context(ucomp, nullptr, nullptr, nullptr,
                             GetContext::kNotFound, Slice(user_keys[i]), &value,
                             nullptr, nullptr, nullptr, nullptr, true, nullptr,
                             nullptr);
      ASSERT_OK(
          reader.Get(ReadOptions(), Slice(keys[i]), &get_context, nullptr));
      ASSERT_STREQ(values[i].c_str(), value.data());
    }
  }
  void UpdateKeys(bool with_zero_seqno) {
    for (uint32_t i = 0; i < num_items; i++) {
      ParsedInternalKey ikey(user_keys[i], with_zero_seqno ? 0 : i + 1000,
                             kTypeValue);
      keys[i].clear();
      AppendInternalKey(&keys[i], ikey);
    }
  }

  void CheckIterator(const Comparator* ucomp = BytewiseComparator()) {
    std::unique_ptr<RandomAccessFileReader> file_reader;
    ASSERT_OK(RandomAccessFileReader::Create(
        env->GetFileSystem(), fname, file_options, &file_reader, nullptr));
    const ImmutableOptions ioptions(options);
    CuckooTableReader reader(ioptions, std::move(file_reader), file_size, ucomp,
                             GetSliceHash);
    ASSERT_OK(reader.status());
    InternalIterator* it = reader.NewIterator(
        ReadOptions(), /*prefix_extractor=*/nullptr, /*arena=*/nullptr,
        /*skip_filters=*/false, TableReaderCaller::kUncategorized);
    ASSERT_OK(it->status());
    ASSERT_TRUE(!it->Valid());
    it->SeekToFirst();
    int cnt = 0;
    while (it->Valid()) {
      ASSERT_OK(it->status());
      ASSERT_TRUE(Slice(keys[cnt]) == it->key());
      ASSERT_TRUE(Slice(values[cnt]) == it->value());
      ++cnt;
      it->Next();
    }
    ASSERT_EQ(static_cast<uint32_t>(cnt), num_items);

    it->SeekToLast();
    cnt = static_cast<int>(num_items) - 1;
    ASSERT_TRUE(it->Valid());
    while (it->Valid()) {
      ASSERT_OK(it->status());
      ASSERT_TRUE(Slice(keys[cnt]) == it->key());
      ASSERT_TRUE(Slice(values[cnt]) == it->value());
      --cnt;
      it->Prev();
    }
    ASSERT_EQ(cnt, -1);

    cnt = static_cast<int>(num_items) / 2;
    it->Seek(keys[cnt]);
    while (it->Valid()) {
      ASSERT_OK(it->status());
      ASSERT_TRUE(Slice(keys[cnt]) == it->key());
      ASSERT_TRUE(Slice(values[cnt]) == it->value());
      ++cnt;
      it->Next();
    }
    ASSERT_EQ(static_cast<uint32_t>(cnt), num_items);
    delete it;

    Arena arena;
    it = reader.NewIterator(ReadOptions(), /*prefix_extractor=*/nullptr, &arena,
                            /*skip_filters=*/false,
                            TableReaderCaller::kUncategorized);
    ASSERT_OK(it->status());
    ASSERT_TRUE(!it->Valid());
    it->Seek(keys[num_items / 2]);
    ASSERT_TRUE(it->Valid());
    ASSERT_OK(it->status());
    ASSERT_TRUE(keys[num_items / 2] == it->key());
    ASSERT_TRUE(values[num_items / 2] == it->value());
    ASSERT_OK(it->status());
    it->~InternalIterator();
  }

  std::vector<std::string> keys;
  std::vector<std::string> user_keys;
  std::vector<std::string> values;
  uint64_t num_items;
  std::string fname;
  uint64_t file_size;
  Options options;
  Env* env;
  FileOptions file_options;
};

TEST_F(CuckooReaderTest, FileNotMmaped) {
  options.allow_mmap_reads = false;
  ImmutableOptions ioptions(options);
  CuckooTableReader reader(ioptions, nullptr, 0, nullptr, nullptr);
  ASSERT_TRUE(reader.status().IsInvalidArgument());
  ASSERT_STREQ("File is not mmaped", reader.status().getState());
}

TEST_F(CuckooReaderTest, WhenKeyExists) {
  SetUp(kNumHashFunc);
  fname = test::PerThreadDBPath("CuckooReader_WhenKeyExists");
  for (uint64_t i = 0; i < num_items; i++) {
    user_keys[i] = "key" + NumToStr(i);
    ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
    AppendInternalKey(&keys[i], ikey);
    values[i] = "value" + NumToStr(i);
    // Give disjoint hash values.
    AddHashLookups(user_keys[i], i, kNumHashFunc);
  }
  CreateCuckooFileAndCheckReader();
  // Last level file.
  UpdateKeys(true);
  CreateCuckooFileAndCheckReader();
  // Test with collision. Make all hash values collide.
  hash_map.clear();
  for (uint32_t i = 0; i < num_items; i++) {
    AddHashLookups(user_keys[i], 0, kNumHashFunc);
  }
  UpdateKeys(false);
  CreateCuckooFileAndCheckReader();
  // Last level file.
  UpdateKeys(true);
  CreateCuckooFileAndCheckReader();
}

TEST_F(CuckooReaderTest, WhenKeyExistsWithUint64Comparator) {
  SetUp(kNumHashFunc);
  fname = test::PerThreadDBPath("CuckooReaderUint64_WhenKeyExists");
  for (uint64_t i = 0; i < num_items; i++) {
    user_keys[i].resize(8);
    memcpy(user_keys[i].data(), static_cast<void*>(&i), 8);
    ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
    AppendInternalKey(&keys[i], ikey);
    values[i] = "value" + NumToStr(i);
    // Give disjoint hash values.
    AddHashLookups(user_keys[i], i, kNumHashFunc);
  }
  CreateCuckooFileAndCheckReader(test::Uint64Comparator());
  // Last level file.
  UpdateKeys(true);
  CreateCuckooFileAndCheckReader(test::Uint64Comparator());
  // Test with collision. Make all hash values collide.
  hash_map.clear();
  for (uint32_t i = 0; i < num_items; i++) {
    AddHashLookups(user_keys[i], 0, kNumHashFunc);
  }
  UpdateKeys(false);
  CreateCuckooFileAndCheckReader(test::Uint64Comparator());
  // Last level file.
  UpdateKeys(true);
  CreateCuckooFileAndCheckReader(test::Uint64Comparator());
}

TEST_F(CuckooReaderTest, CheckIterator) {
  SetUp(2 * kNumHashFunc);
  fname = test::PerThreadDBPath("CuckooReader_CheckIterator");
  for (uint64_t i = 0; i < num_items; i++) {
    user_keys[i] = "key" + NumToStr(i);
    ParsedInternalKey ikey(user_keys[i], 1000, kTypeValue);
    AppendInternalKey(&keys[i], ikey);
    values[i] = "value" + NumToStr(i);
    // Give disjoint hash values, in reverse order.
    AddHashLookups(user_keys[i], num_items - i - 1, kNumHashFunc);
  }
  CreateCuckooFileAndCheckReader();
  CheckIterator();
  // Last level file.
  UpdateKeys(true);
  CreateCuckooFileAndCheckReader();
  CheckIterator();
}

TEST_F(CuckooReaderTest, CheckIteratorUint64) {
  SetUp(2 * kNumHashFunc);
  fname = test::PerThreadDBPath("CuckooReader_CheckIterator");
  for (uint64_t i = 0; i < num_items; i++) {
    user_keys[i].resize(8);
    memcpy(user_keys[i].data(), static_cast<void*>(&i), 8);
    ParsedInternalKey ikey(user_keys[i], 1000, kTypeValue);
    AppendInternalKey(&keys[i], ikey);
    values[i] = "value" + NumToStr(i);
    // Give disjoint hash values, in reverse order.
    AddHashLookups(user_keys[i], num_items - i - 1, kNumHashFunc);
  }
  CreateCuckooFileAndCheckReader(test::Uint64Comparator());
  CheckIterator(test::Uint64Comparator());
  // Last level file.
  UpdateKeys(true);
  CreateCuckooFileAndCheckReader(test::Uint64Comparator());
  CheckIterator(test::Uint64Comparator());
}

TEST_F(CuckooReaderTest, WhenKeyNotFound) {
  // Add keys with colliding hash values.
  SetUp(kNumHashFunc);
  fname = test::PerThreadDBPath("CuckooReader_WhenKeyNotFound");
  for (uint64_t i = 0; i < num_items; i++) {
    user_keys[i] = "key" + NumToStr(i);
    ParsedInternalKey ikey(user_keys[i], i + 1000, kTypeValue);
    AppendInternalKey(&keys[i], ikey);
    values[i] = "value" + NumToStr(i);
    // Make all hash values collide.
    AddHashLookups(user_keys[i], 0, kNumHashFunc);
  }
  auto* ucmp = BytewiseComparator();
  CreateCuckooFileAndCheckReader();

  std::unique_ptr<RandomAccessFileReader> file_reader;
  ASSERT_OK(RandomAccessFileReader::Create(
      env->GetFileSystem(), fname, file_options, &file_reader, nullptr));

  const ImmutableOptions ioptions(options);
  CuckooTableReader reader(ioptions, std::move(file_reader), file_size, ucmp,
                           GetSliceHash);
  ASSERT_OK(reader.status());
  // Search for a key with colliding hash values.
  std::string not_found_user_key = "key" + NumToStr(num_items);
  std::string not_found_key;
  AddHashLookups(not_found_user_key, 0, kNumHashFunc);
  ParsedInternalKey ikey(not_found_user_key, 1000, kTypeValue);
  AppendInternalKey(&not_found_key, ikey);
  PinnableSlice value;
  GetContext get_context(ucmp, nullptr, nullptr, nullptr, GetContext::kNotFound,
                         Slice(not_found_key), &value, nullptr, nullptr,
                         nullptr, nullptr, true, nullptr, nullptr);
  ASSERT_OK(
      reader.Get(ReadOptions(), Slice(not_found_key), &get_context, nullptr));
  ASSERT_TRUE(value.empty());
  ASSERT_OK(reader.status());
  // Search for a key with an independent hash value.
  std::string not_found_user_key2 = "key" + NumToStr(num_items + 1);
  AddHashLookups(not_found_user_key2, kNumHashFunc, kNumHashFunc);
  ParsedInternalKey ikey2(not_found_user_key2, 1000, kTypeValue);
  std::string not_found_key2;
  AppendInternalKey(&not_found_key2, ikey2);
  value.Reset();
  GetContext get_context2(ucmp, nullptr, nullptr, nullptr,
                          GetContext::kNotFound, Slice(not_found_key2), &value,
                          nullptr, nullptr, nullptr, nullptr, true, nullptr,
                          nullptr);
  ASSERT_OK(
      reader.Get(ReadOptions(), Slice(not_found_key2), &get_context2, nullptr));
  ASSERT_TRUE(value.empty());
  ASSERT_OK(reader.status());

  // Test read when key is unused key.
  std::string unused_key =
      reader.GetTableProperties()->user_collected_properties.at(
          CuckooTablePropertyNames::kEmptyKey);
  // Add hash values that map to empty buckets.
  AddHashLookups(ExtractUserKey(unused_key).ToString(), kNumHashFunc,
                 kNumHashFunc);
  value.Reset();
  GetContext get_context3(
      ucmp, nullptr, nullptr, nullptr, GetContext::kNotFound, Slice(unused_key),
      &value, nullptr, nullptr, nullptr, nullptr, true, nullptr, nullptr);
  ASSERT_OK(
      reader.Get(ReadOptions(), Slice(unused_key), &get_context3, nullptr));
  ASSERT_TRUE(value.empty());
  ASSERT_OK(reader.status());
}

// Performance tests
namespace {
void GetKeys(uint64_t num, std::vector<std::string>* keys) {
  keys->clear();
  IterKey k;
  k.SetInternalKey("", 0, kTypeValue);
  std::string internal_key_suffix = k.GetInternalKey().ToString();
  ASSERT_EQ(static_cast<size_t>(8), internal_key_suffix.size());
  for (uint64_t key_idx = 0; key_idx < num; ++key_idx) {
    uint64_t value = 2 * key_idx;
    std::string new_key(reinterpret_cast<char*>(&value), sizeof(value));
    new_key += internal_key_suffix;
    keys->push_back(new_key);
  }
}

std::string GetFileName(uint64_t num) {
  if (FLAGS_file_dir.empty()) {
    FLAGS_file_dir = test::TmpDir();
  }
  return test::PerThreadDBPath(FLAGS_file_dir, "cuckoo_read_benchmark") +
         std::to_string(num / 1000000) + "Mkeys";
}

// Create last level file as we are interested in measuring performance of
// last level file only.
void WriteFile(const std::vector<std::string>& keys, const uint64_t num,
               double hash_ratio) {
  Options options;
  options.allow_mmap_reads = true;
  const auto& fs = options.env->GetFileSystem();
  FileOptions file_options(options);
  std::string fname = GetFileName(num);

  std::unique_ptr<WritableFileWriter> file_writer;
  ASSERT_OK(WritableFileWriter::Create(fs, fname, file_options, &file_writer,
                                       nullptr));
  CuckooTableBuilder builder(
      file_writer.get(), hash_ratio, 64, 1000, test::Uint64Comparator(), 5,
      false, FLAGS_identity_as_first_hash, nullptr, 0 /* column_family_id */,
      kDefaultColumnFamilyName);
  ASSERT_OK(builder.status());
  for (uint64_t key_idx = 0; key_idx < num; ++key_idx) {
    // Value is just a part of key.
    builder.Add(Slice(keys[key_idx]), Slice(keys[key_idx].data(), 4));
    ASSERT_EQ(builder.NumEntries(), key_idx + 1);
    ASSERT_OK(builder.status());
  }
  ASSERT_OK(builder.Finish());
  ASSERT_EQ(num, builder.NumEntries());
  ASSERT_OK(file_writer->Close(IOOptions()));

  uint64_t file_size;
  ASSERT_OK(
      fs->GetFileSize(fname, file_options.io_options, &file_size, nullptr));
  std::unique_ptr<RandomAccessFileReader> file_reader;
  ASSERT_OK(RandomAccessFileReader::Create(fs, fname, file_options,
                                           &file_reader, nullptr));

  const ImmutableOptions ioptions(options);
  CuckooTableReader reader(ioptions, std::move(file_reader), file_size,
                           test::Uint64Comparator(), nullptr);
  ASSERT_OK(reader.status());
  ReadOptions r_options;
  PinnableSlice value;
  // Assume only the fast path is triggered
  GetContext get_context(nullptr, nullptr, nullptr, nullptr,
                         GetContext::kNotFound, Slice(), &value, nullptr,
                         nullptr, nullptr, true, nullptr, nullptr);
  for (uint64_t i = 0; i < num; ++i) {
    value.Reset();
    value.clear();
    ASSERT_OK(reader.Get(r_options, Slice(keys[i]), &get_context, nullptr));
    ASSERT_TRUE(Slice(keys[i]) == Slice(keys[i].data(), 4));
  }
}

void ReadKeys(uint64_t num, uint32_t batch_size) {
  Options options;
  options.allow_mmap_reads = true;
  Env* env = options.env;
  const auto& fs = options.env->GetFileSystem();
  FileOptions file_options(options);
  std::string fname = GetFileName(num);

  uint64_t file_size;
  ASSERT_OK(
      fs->GetFileSize(fname, file_options.io_options, &file_size, nullptr));
  std::unique_ptr<RandomAccessFileReader> file_reader;
  ASSERT_OK(RandomAccessFileReader::Create(fs, fname, file_options,
                                           &file_reader, nullptr));

  const ImmutableOptions ioptions(options);
  CuckooTableReader reader(ioptions, std::move(file_reader), file_size,
                           test::Uint64Comparator(), nullptr);
  ASSERT_OK(reader.status());
  const UserCollectedProperties user_props =
      reader.GetTableProperties()->user_collected_properties;
  const uint32_t num_hash_fun = *reinterpret_cast<const uint32_t*>(
      user_props.at(CuckooTablePropertyNames::kNumHashFunc).data());
  const uint64_t table_size = *reinterpret_cast<const uint64_t*>(
      user_props.at(CuckooTablePropertyNames::kHashTableSize).data());
  fprintf(stderr,
          "With %" PRIu64
          " items, utilization is %.2f%%, number of"
          " hash functions: %u.\n",
          num, num * 100.0 / (table_size), num_hash_fun);
  ReadOptions r_options;

  std::vector<uint64_t> keys;
  keys.reserve(num);
  for (uint64_t i = 0; i < num; ++i) {
    keys.push_back(2 * i);
  }
  RandomShuffle(keys.begin(), keys.end());

  PinnableSlice value;
  // Assume only the fast path is triggered
  GetContext get_context(nullptr, nullptr, nullptr, nullptr,
                         GetContext::kNotFound, Slice(), &value, nullptr,
                         nullptr, nullptr, true, nullptr, nullptr);
  uint64_t start_time = env->NowMicros();
  if (batch_size > 0) {
    for (uint64_t i = 0; i < num; i += batch_size) {
      for (uint64_t j = i; j < i + batch_size && j < num; ++j) {
        reader.Prepare(Slice(reinterpret_cast<char*>(&keys[j]), 16));
      }
      for (uint64_t j = i; j < i + batch_size && j < num; ++j) {
        reader.Get(r_options, Slice(reinterpret_cast<char*>(&keys[j]), 16),
                   &get_context, nullptr);
      }
    }
  } else {
    for (uint64_t i = 0; i < num; i++) {
      reader.Get(r_options, Slice(reinterpret_cast<char*>(&keys[i]), 16),
                 &get_context, nullptr);
    }
  }
  float time_per_op = (env->NowMicros() - start_time) * 1.0f / num;
  fprintf(stderr,
          "Time taken per op is %.3fus (%.1f Mqps) with batch size of %u\n",
          time_per_op, 1.0 / time_per_op, batch_size);
}
}  // namespace.

TEST_F(CuckooReaderTest, TestReadPerformance) {
  if (!FLAGS_enable_perf) {
    return;
  }
  double hash_ratio = 0.95;
  // These numbers are chosen to have a hash utilization % close to
  // 0.9, 0.75, 0.6 and 0.5 respectively.
  // They all create 128 M buckets.
  std::vector<uint64_t> nums = {120 * 1024 * 1024, 100 * 1024 * 1024,
                                80 * 1024 * 1024, 70 * 1024 * 1024};
#ifndef NDEBUG
  fprintf(
      stdout,
      "WARNING: Not compiled with DNDEBUG. Performance tests may be slow.\n");
#endif
  for (uint64_t num : nums) {
    if (FLAGS_write ||
        Env::Default()->FileExists(GetFileName(num)).IsNotFound()) {
      std::vector<std::string> all_keys;
      GetKeys(num, &all_keys);
      WriteFile(all_keys, num, hash_ratio);
    }
    ReadKeys(num, 0);
    ReadKeys(num, 10);
    ReadKeys(num, 25);
    ReadKeys(num, 50);
    ReadKeys(num, 100);
    fprintf(stderr, "\n");
  }
}
}  // namespace ROCKSDB_NAMESPACE

int main(int argc, char** argv) {
  if (ROCKSDB_NAMESPACE::port::kLittleEndian) {
    ROCKSDB_NAMESPACE::port::InstallStackTraceHandler();
    ::testing::InitGoogleTest(&argc, argv);
    ParseCommandLineFlags(&argc, &argv, true);
    return RUN_ALL_TESTS();
  } else {
    fprintf(stderr, "SKIPPED as Cuckoo table doesn't support Big Endian\n");
    return 0;
  }
}

#endif  // GFLAGS.