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// This must be the first include to ensure it overrides the default allocator
#include <mimalloc.h>
// --- Standard Library Includes ---
#include <algorithm>
#include <atomic>
#include <functional>
#include <iomanip>
#include <iostream>
#include <memory>
#include <mutex>
#include <numeric>
#include <random>
#include <string>
#include <thread>
#include <vector>
// --- Third-Party Includes ---
#include "benchmark/benchmark.h"
// --- Project Includes ---
#include "columnar_memtable.h"
#include "skiplist_memtable.h"
// =================================================================================================
// UTILITIES (Unchanged)
// =================================================================================================
std::string generate_random_string(size_t length) {
const char charset[] = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz";
const size_t max_index = (sizeof(charset) - 1);
thread_local std::mt19937 generator(std::random_device{}());
std::uniform_int_distribution<size_t> distribution(0, max_index - 1);
std::string random_string(length, '\0');
for (size_t i = 0; i < length; ++i) {
random_string[i] = charset[distribution(generator)];
}
return random_string;
}
// =================================================================================================
// FUNCTIONAL TESTS (Unchanged)
// =================================================================================================
namespace FunctionalTests {
int total_tests_passed = 0;
int total_tests_failed = 0;
void RUN_TEST(const std::function<bool()>& test_func, const std::string& test_name) {
std::cout << "[RUNNING] " << test_name << "..." << std::flush;
if (test_func()) {
total_tests_passed++;
std::cout << "\r[ PASS ] " << test_name << std::endl;
} else {
total_tests_failed++;
std::cout << "\r[ FAIL ] " << test_name << std::endl;
}
}
template <typename T>
std::shared_ptr<T> create_memtable(size_t size, bool compaction) {
if constexpr (std::is_same_v<T, SkipListMemTable>) {
return std::shared_ptr<T>(new T(size, compaction));
} else {
return T::Create(size, compaction);
}
}
template <typename MemTableType>
bool TestBasicPutGetDelete() {
auto memtable = create_memtable<MemTableType>(1024, false);
memtable->Put("apple", "red");
memtable->Put("banana", "yellow");
auto val = memtable->Get("apple");
if (!val.has_value() || val.value() != "red") return false;
memtable->Delete("banana");
val = memtable->Get("banana");
if (val.has_value()) return false;
memtable->WaitForBackgroundWork();
return true;
}
template <typename MemTableType>
bool TestOverwrite() {
auto memtable = create_memtable<MemTableType>(1024, false);
memtable->Put("key1", "value1");
memtable->Put("key1", "value2");
auto val = memtable->Get("key1");
memtable->WaitForBackgroundWork();
return val.has_value() && val.value() == "value2";
}
template <typename MemTableType>
bool TestCompactingIteratorCorrectness() {
auto memtable = create_memtable<MemTableType>(512, false);
memtable->Put("c", "3");
memtable->Put("a", "1");
memtable->Put("e", "5");
memtable->Put("b", "2");
memtable->Put("d", "4");
memtable->WaitForBackgroundWork();
memtable->Put("c", "3_new");
memtable->Delete("a");
auto iter = memtable->NewCompactingIterator();
std::vector<std::pair<std::string, std::string>> results;
while (iter->IsValid()) {
RecordRef rec = iter->Get();
results.emplace_back(std::string(rec.key), std::string(rec.value));
iter->Next();
}
std::vector<std::pair<std::string, std::string>> expected_results = {
{"b", "2"}, {"c", "3_new"}, {"d", "4"}, {"e", "5"}};
if (results != expected_results) {
std::cerr << "\n [DEBUG] Iterator Mismatch!\n"
<< " Expected: {b:2}, {c:3_new}, {d:4}, {e:5}\n"
<< " Actual: ";
for (const auto& p : results) std::cerr << "{" << p.first << ":" << p.second << "} ";
std::cerr << std::endl;
return false;
}
return true;
}
template <typename MemTableType>
void RunAllFor(const std::string& type_name) {
std::cout << "\n--- Running Functional Tests for " << type_name << " ---" << std::endl;
RUN_TEST(TestBasicPutGetDelete<MemTableType>, "Basic Put, Get, Delete");
RUN_TEST(TestOverwrite<MemTableType>, "Key Overwrite");
if constexpr (std::is_same_v<MemTableType, ColumnarMemTable>) {
RUN_TEST(TestCompactingIteratorCorrectness<MemTableType>, "Compacting Iterator Correctness");
}
}
} // namespace FunctionalTests
// =================================================================================================
// BENCHMARKING INFRASTRUCTURE
// =================================================================================================
const int NUM_OPS = 500'000;
const size_t KEY_LEN = 16;
const size_t VAL_LEN = 100;
const size_t BLOCK_SIZE_BYTES = 64 * 1024 * 116;
const unsigned int NUM_THREADS = std::thread::hardware_concurrency();
using StringPair = std::pair<std::string, std::string>;
std::vector<StringPair> write_data;
std::vector<std::string> read_keys;
void PrepareData(int num_ops) {
std::cout << "--- Preparing " << num_ops << " key/value pairs for benchmarks ---" << std::endl;
write_data.reserve(num_ops);
read_keys.reserve(num_ops);
for (int i = 0; i < num_ops; ++i) {
std::string key = generate_random_string(KEY_LEN);
write_data.push_back({key, generate_random_string(VAL_LEN)});
read_keys.push_back(key);
}
std::shuffle(read_keys.begin(), read_keys.end(), std::mt19937(std::random_device{}()));
}
template <typename MemTableType>
class BenchmarkRunner {
public:
std::shared_ptr<MemTableType> memtable;
void SetUp(const benchmark::State& state) {
bool compaction = state.range(0);
size_t memtable_size = state.threads() > 1 ? (BLOCK_SIZE_BYTES * 4) : BLOCK_SIZE_BYTES;
if constexpr (std::is_same_v<MemTableType, SkipListMemTable>) {
memtable = std::shared_ptr<MemTableType>(new MemTableType(memtable_size, compaction));
} else {
memtable = MemTableType::Create(memtable_size, compaction);
}
}
void TearDown() {
if (memtable) memtable->WaitForBackgroundWork();
memtable.reset();
}
};
// =================================================================================================
// BENCHMARK IMPLEMENTATION FUNCTIONS (Single-threaded are unchanged)
// =================================================================================================
template <typename MemTableType>
void BM_ScalarWrite(benchmark::State& state) {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
for (auto _ : state) {
for (const auto& pair : write_data) runner.memtable->Put(pair.first, pair.second);
}
runner.TearDown();
state.SetItemsProcessed(state.iterations() * write_data.size());
}
template <typename MemTableType>
void BM_ScalarRead(benchmark::State& state) {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
for (const auto& pair : write_data) runner.memtable->Put(pair.first, pair.second);
runner.memtable->WaitForBackgroundWork();
for (auto _ : state) {
for (const auto& key : read_keys) {
auto val = runner.memtable->Get(key);
benchmark::DoNotOptimize(val);
}
}
runner.TearDown();
state.SetItemsProcessed(state.iterations() * read_keys.size());
}
template <typename MemTableType>
void BM_BatchWrite(benchmark::State& state) {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
std::vector<std::pair<std::string_view, std::string_view>> batch_view;
batch_view.reserve(write_data.size());
for (const auto& pair : write_data) batch_view.emplace_back(pair.first, pair.second);
for (auto _ : state) runner.memtable->PutBatch(batch_view);
runner.TearDown();
state.SetItemsProcessed(state.iterations() * write_data.size());
}
template <typename MemTableType>
void BM_BatchRead(benchmark::State& state) {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
for (const auto& pair : write_data) runner.memtable->Put(pair.first, pair.second);
runner.memtable->WaitForBackgroundWork();
std::vector<std::string_view> keys_view;
keys_view.reserve(read_keys.size());
for (const auto& key : read_keys) keys_view.emplace_back(key);
for (auto _ : state) {
auto result = runner.memtable->MultiGet(keys_view);
benchmark::DoNotOptimize(result);
}
runner.TearDown();
state.SetItemsProcessed(state.iterations() * read_keys.size());
}
// --- FIX: Concurrent benchmarks now use a stateful struct to manage the flag and pointer ---
template <typename MemTableType>
struct ConcurrentState {
std::shared_ptr<MemTableType> memtable_sptr;
std::once_flag flag;
};
template <typename MemTableType>
void BM_ConcurrentWrite(benchmark::State& state) {
static auto* concurrent_state = new ConcurrentState<MemTableType>();
std::call_once(concurrent_state->flag, [&]() {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
concurrent_state->memtable_sptr = runner.memtable;
});
auto* memtable = concurrent_state->memtable_sptr.get();
size_t items_per_thread = write_data.size() / state.threads();
size_t start = state.thread_index() * items_per_thread;
size_t end = (state.thread_index() == state.threads() - 1) ? write_data.size() : start + items_per_thread;
for (auto _ : state) {
for (size_t i = start; i < end; ++i) memtable->Put(write_data[i].first, write_data[i].second);
}
if (state.thread_index() == 0) {
concurrent_state->memtable_sptr->WaitForBackgroundWork();
delete concurrent_state;
concurrent_state = new ConcurrentState<MemTableType>();
}
state.SetItemsProcessed(state.iterations() * (end - start));
}
template <typename MemTableType>
void BM_ConcurrentRead(benchmark::State& state) {
static auto* concurrent_state = new ConcurrentState<MemTableType>();
std::call_once(concurrent_state->flag, [&]() {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
for (const auto& pair : write_data) runner.memtable->Put(pair.first, pair.second);
runner.memtable->WaitForBackgroundWork();
concurrent_state->memtable_sptr = runner.memtable;
});
auto* memtable = concurrent_state->memtable_sptr.get();
size_t items_per_thread = read_keys.size() / state.threads();
size_t start = state.thread_index() * items_per_thread;
size_t end = (state.thread_index() == state.threads() - 1) ? read_keys.size() : start + items_per_thread;
for (auto _ : state) {
for (size_t i = start; i < end; ++i) {
auto val = memtable->Get(read_keys[i]);
benchmark::DoNotOptimize(val);
}
}
if (state.thread_index() == 0) {
concurrent_state->memtable_sptr->WaitForBackgroundWork();
delete concurrent_state;
concurrent_state = new ConcurrentState<MemTableType>();
}
state.SetItemsProcessed(state.iterations() * (end - start));
}
template <typename MemTableType>
void BM_ConcurrentMixed(benchmark::State& state) {
static auto* concurrent_state = new ConcurrentState<MemTableType>();
int read_percent = state.range(1);
std::call_once(concurrent_state->flag, [&]() {
BenchmarkRunner<MemTableType> runner;
runner.SetUp(state);
for (size_t i = write_data.size() / 2; i < write_data.size(); ++i)
runner.memtable->Put(write_data[i].first, write_data[i].second);
runner.memtable->WaitForBackgroundWork();
concurrent_state->memtable_sptr = runner.memtable;
});
auto* memtable = concurrent_state->memtable_sptr.get();
unsigned int write_threads = std::max(1u, (unsigned int)state.threads() * (100 - read_percent) / 100);
size_t items_processed = 0;
for (auto _ : state) {
if (static_cast<unsigned int>(state.thread_index()) < write_threads) {
size_t write_ops_total = write_data.size() / 2;
size_t items_per_thread = write_ops_total / write_threads;
size_t start = state.thread_index() * items_per_thread;
size_t end = (static_cast<unsigned int>(state.thread_index()) == write_threads - 1)
? write_ops_total
: start + items_per_thread;
for (size_t i = start; i < end; ++i) memtable->Put(write_data[i].first, write_data[i].second);
items_processed = end - start;
} else {
size_t read_threads_count = state.threads() - write_threads;
if (read_threads_count > 0) {
size_t thread_read_idx = state.thread_index() - write_threads;
size_t items_per_thread = read_keys.size() / read_threads_count;
size_t start = thread_read_idx * items_per_thread;
size_t end = (thread_read_idx == read_threads_count - 1) ? read_keys.size() : start + items_per_thread;
for (size_t i = start; i < end; ++i) {
auto val = memtable->Get(read_keys[i]);
benchmark::DoNotOptimize(val);
}
items_processed = end - start;
}
}
}
if (state.thread_index() == 0) {
concurrent_state->memtable_sptr->WaitForBackgroundWork();
delete concurrent_state;
concurrent_state = new ConcurrentState<MemTableType>();
}
state.SetItemsProcessed(state.iterations() * items_processed);
}
// =================================================================================================
// BENCHMARK REGISTRATION (Unchanged)
// =================================================================================================
template <typename MemTableType>
void RegisterBenchmarksForType(const std::string& type_name) {
static std::vector<std::string> benchmark_names;
for (int compaction_arg : {0, 1}) {
if (std::is_same_v<MemTableType, SkipListMemTable> && compaction_arg == 1) continue;
std::string compaction_name = (compaction_arg == 0) ? "NoCompaction" : "Compaction";
benchmark_names.push_back("BM_ScalarWrite<" + type_name + ">/" + compaction_name);
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_ScalarWrite<MemTableType>)
->Arg(compaction_arg);
benchmark_names.push_back("BM_ScalarRead<" + type_name + ">/" + compaction_name);
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_ScalarRead<MemTableType>)->Arg(compaction_arg);
benchmark_names.push_back("BM_BatchWrite<" + type_name + ">/" + compaction_name);
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_BatchWrite<MemTableType>)->Arg(compaction_arg);
benchmark_names.push_back("BM_BatchRead<" + type_name + ">/" + compaction_name);
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_BatchRead<MemTableType>)->Arg(compaction_arg);
benchmark_names.push_back("BM_ConcurrentWrite<" + type_name + ">/" + compaction_name);
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_ConcurrentWrite<MemTableType>)
->Arg(compaction_arg)
->Threads(NUM_THREADS)
->UseRealTime();
benchmark_names.push_back("BM_ConcurrentRead<" + type_name + ">/" + compaction_name);
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_ConcurrentRead<MemTableType>)
->Arg(compaction_arg)
->Threads(NUM_THREADS)
->UseRealTime();
benchmark_names.push_back("BM_ConcurrentMixed<" + type_name + ">/" + compaction_name + "_80R20W");
benchmark::RegisterBenchmark(benchmark_names.back().c_str(), &BM_ConcurrentMixed<MemTableType>)
->Args({compaction_arg, 80})
->Threads(NUM_THREADS)
->UseRealTime();
}
}
// =================================================================================================
// MAIN (Unchanged)
// =================================================================================================
int main(int argc, char** argv) {
std::cout << "MemTable Implementation Test and Benchmark Suite\n" << "Allocator: mimalloc" << std::endl;
FunctionalTests::RunAllFor<ColumnarMemTable>("ColumnarMemTable");
FunctionalTests::RunAllFor<SkipListMemTable>("SkipListMemTable");
std::cout << "\n--- Functional Test Summary ---\n"
<< "TOTAL PASSED: " << FunctionalTests::total_tests_passed
<< ", TOTAL FAILED: " << FunctionalTests::total_tests_failed << std::endl;
if (FunctionalTests::total_tests_failed > 0) {
std::cerr << "\n!!! SKIPPING PERFORMANCE TESTS due to functional test failures. !!!" << std::endl;
return 1;
}
PrepareData(NUM_OPS);
RegisterBenchmarksForType<ColumnarMemTable>("ColumnarMemTable");
RegisterBenchmarksForType<SkipListMemTable>("SkipListMemTable");
std::cout << "\n--- Running Performance Benchmarks ---" << std::endl;
::benchmark::Initialize(&argc, argv);
if (::benchmark::ReportUnrecognizedArguments(argc, argv)) return 1;
::benchmark::RunSpecifiedBenchmarks();
::benchmark::Shutdown();
std::cout << "\n--- Releasing benchmark data ---" << std::endl;
write_data.clear();
write_data.shrink_to_fit();
read_keys.clear();
read_keys.shrink_to_fit();
std::cout << "\n--- mimalloc Final Stats ---" << std::endl;
mi_stats_print(nullptr);
return 0;
}