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natch native clickhouse-cpp ut performance_tests.cpp
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native/clickhouse-cpp/ut/performance_tests.cpp

#include <clickhouse/columns/array.h>
#include <clickhouse/columns/date.h>
#include <clickhouse/columns/enum.h>
#include <clickhouse/columns/lowcardinality.h>
#include <clickhouse/columns/nullable.h>
#include <clickhouse/columns/numeric.h>
#include <clickhouse/columns/string.h>
#include <clickhouse/columns/uuid.h>
#include <clickhouse/client.h>
#include <clickhouse/base/output.h>
#include <clickhouse/base/input.h>
#include <gtest/gtest.h>
#include <string>
#include "utils.h"
#include "utils_performance.h"
using namespace clickhouse;
inline std::uint64_t generate(const ColumnUInt64&, size_t index) {
const auto base = static_cast<std::uint64_t>(index) % 255;
return base << 7*8 | base << 6*8 | base << 5*8 | base << 4*8 | base << 3*8 | base << 2*8 | base << 1*8 | base;
}
template <size_t RESULT_SIZE=8>
inline std::string_view generate_string_view(size_t index) {
static const char result_template[] = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789"
"9876543210ZYXWVUTSRQPONMLKJIHGFEDCBAzyxwvutsrqponmlkjihgfedcba"; // to double number of unique combinations
const auto template_size = sizeof(result_template) - 1;
const auto start_pos = index % (template_size - RESULT_SIZE);
return std::string_view(&result_template[start_pos], RESULT_SIZE);
}
inline std::string_view generate(const ColumnString&, size_t index) {
// ColumString stores item lengts,and on 1M etnries that builds up to extra 1M bytes,
// comparing to 8M bytes of serialized data for ColumnFixedString and ColumUInt64.
// So in order to make comparison mode fair, reducing size of data item.
return generate_string_view<7>(index);
}
inline std::string_view generate(const ColumnFixedString&, size_t index) {
return generate_string_view<8>(index);
}
inline std::string_view generate(const ColumnLowCardinalityT<ColumnString>&, size_t index) {
return generate_string_view<7>(index);
}
inline std::string_view generate(const ColumnLowCardinalityT<ColumnFixedString>&, size_t index) {
return generate_string_view<8>(index);
}
template <typename ColumnType>
auto ValidateColumnItems(const ColumnType & col, size_t expected_items) {
ASSERT_EQ(expected_items, col.Size());
// validate that appended items match expected
for (size_t i = 0; i < expected_items; ++i)
{
SCOPED_TRACE(i);
ASSERT_EQ(col.At(i), generate(col, i));
ASSERT_EQ(col[i], generate(col, i));
}
};
template <typename ColumnType>
ColumnType InstantiateColumn() {
if constexpr (std::is_same_v<ColumnType, ColumnFixedString>) {
return ColumnType(8);
} else if constexpr (std::is_same_v<ColumnType, ColumnLowCardinalityT<ColumnFixedString>>) {
return ColumnType(8);
} else {
return ColumnType();
}
}
template <typename ColumnType>
class ColumnPerformanceTest : public ::testing::Test {
};
TYPED_TEST_SUITE_P(ColumnPerformanceTest);
// Turns out this is the easiest way to skip test with current version of gtest
#ifdef NDEBUG
# define SKIP_IN_DEBUG_BUILDS() (void)(0)
#else
# define SKIP_IN_DEBUG_BUILDS() GTEST_SKIP_("Test skipped for DEBUG build...")
#endif
TYPED_TEST_P(ColumnPerformanceTest, SaveAndLoad) {
SKIP_IN_DEBUG_BUILDS();
auto column = InstantiateColumn<TypeParam>();
using Timer = Timer<std::chrono::microseconds>;
const size_t ITEMS_COUNT = 1'000'000;
const int LOAD_AND_SAVE_REPEAT_TIMES = 10; // run Load() and Save() multiple times to cancel out measurement errors.
std::cerr << "\n===========================================================" << std::endl;
std::cerr << "\t" << ITEMS_COUNT << " items of " << column.Type()->GetName() << std::endl;
{
Timer timer;
for (size_t i = 0; i < ITEMS_COUNT; ++i) {
const auto value = generate(column, i);
column.Append(value);
}
auto elapsed = timer.Elapsed();
EXPECT_EQ(ITEMS_COUNT, column.Size());
std::cerr << "Appending:\t" << elapsed << std::endl;
}
{
Timer timer;
EXPECT_NO_FATAL_FAILURE(ValidateColumnItems(column, ITEMS_COUNT));
auto elapsed = timer.Elapsed();
std::cerr << "Accessing (twice):\t" << elapsed << std::endl;
}
Buffer buffer;
// Save
{
Timer::DurationType total{0};
for (int i = 0; i < LOAD_AND_SAVE_REPEAT_TIMES; ++i) {
buffer.clear();
BufferOutput ostr(&buffer);
Timer timer;
column.Save(&ostr);
ostr.Flush();
total += timer.Elapsed();
}
const auto elapsed = total / (LOAD_AND_SAVE_REPEAT_TIMES * 1.0);
std::cerr << "Saving:\t" << elapsed << std::endl;
}
std::cerr << "Serialized binary size: " << buffer.size() << std::endl;
// Load
{
Timer::DurationType total{0};
for (int i = 0; i < LOAD_AND_SAVE_REPEAT_TIMES; ++i) {
ArrayInput istr(buffer.data(), buffer.size());
column.Clear();
Timer timer;
column.Load(&istr, ITEMS_COUNT);
total += timer.Elapsed();
}
const auto elapsed = total / (LOAD_AND_SAVE_REPEAT_TIMES * 1.0);
std::cerr << "Loading:\t" << elapsed << std::endl;
}
EXPECT_NO_FATAL_FAILURE(ValidateColumnItems(column, ITEMS_COUNT));
}
TYPED_TEST_P(ColumnPerformanceTest, InsertAndSelect) {
SKIP_IN_DEBUG_BUILDS();
using ColumnType = TypeParam;
using Timer = Timer<std::chrono::microseconds>;
const std::string table_name = "PerformanceTests_ColumnTest";
const std::string column_name = "column";
auto column = InstantiateColumn<ColumnType>();
Client client(ClientOptions()
.SetHost( getEnvOrDefault("CLICKHOUSE_HOST", "localhost"))
.SetPort( std::stoi(getEnvOrDefault("CLICKHOUSE_PORT", "9000")))
.SetUser( getEnvOrDefault("CLICKHOUSE_USER", "default"))
.SetPassword( getEnvOrDefault("CLICKHOUSE_PASSWORD", ""))
.SetDefaultDatabase(getEnvOrDefault("CLICKHOUSE_DB", "default"))
);
// client.Execute("CREATE DATABASE IF NOT EXISTS PerformanceTests");
client.Execute("DROP TEMPORARY TABLE IF EXISTS PerformanceTests_ColumnTest");
client.Execute("CREATE TEMPORARY TABLE PerformanceTests_ColumnTest (" + column_name + " " + column.Type()->GetName() + ")");
const size_t ITEMS_COUNT = 1'000'000;
std::cerr << "\n===========================================================" << std::endl;
std::cerr << "\t" << ITEMS_COUNT << " items of " << column.Type()->GetName() << std::endl;
{
Timer timer;
for (size_t i = 0; i < ITEMS_COUNT; ++i) {
const auto value = generate(column, i);
column.Append(value);
}
auto elapsed = timer.Elapsed();
std::cerr << "Appending:\t" << elapsed << std::endl;
}
EXPECT_EQ(ITEMS_COUNT, column.Size());
EXPECT_NO_FATAL_FAILURE(ValidateColumnItems(column, ITEMS_COUNT));
{
Block block;
block.AppendColumn(column_name, column.Slice(0, ITEMS_COUNT));
Timer timer;
client.Insert(table_name, block);
auto elapsed = timer.Elapsed();
std::cerr << "INSERT:\t" << elapsed << std::endl;
}
{
size_t total_rows = 0;
Timer timer;
Timer::DurationType inner_loop_duration{0};
client.Select("SELECT " + column_name + " FROM " + table_name, [&](const Block & block) {
Timer timer;
total_rows += block.GetRowCount();
if (block.GetRowCount() == 0) {
return;
}
EXPECT_EQ(1u, block.GetColumnCount());
const auto col = block[0]->As<ColumnType>();
if (col.get() == 0)
{
// If server doesn't send response back as LowCardinality(X) but rather like X.
if constexpr (std::is_base_of_v<ColumnLowCardinality, ColumnType>)
{
using NestedColumnType = typename ColumnType::WrappedColumnType;
EXPECT_NO_FATAL_FAILURE(ValidateColumnItems(*block[0]->As<NestedColumnType>(), ITEMS_COUNT));
}
else
FAIL();
}
else
{
EXPECT_NO_FATAL_FAILURE(ValidateColumnItems(*col, ITEMS_COUNT));
}
inner_loop_duration += timer.Elapsed();
});
auto elapsed = timer.Elapsed() - inner_loop_duration;
std::cerr << "SELECT:\t" << elapsed << std::endl;
ASSERT_EQ(total_rows, ITEMS_COUNT);
}
}
REGISTER_TYPED_TEST_SUITE_P(ColumnPerformanceTest,
SaveAndLoad, InsertAndSelect);
using SimpleColumnTypes = testing::Types<ColumnUInt64, ColumnString, ColumnFixedString>;
INSTANTIATE_TYPED_TEST_SUITE_P(SimpleColumns, ColumnPerformanceTest, SimpleColumnTypes);
using LowCardinalityColumnTypes = ::testing::Types<ColumnLowCardinalityT<ColumnString>, ColumnLowCardinalityT<ColumnFixedString>>;
INSTANTIATE_TYPED_TEST_SUITE_P(LowCardinality, ColumnPerformanceTest, LowCardinalityColumnTypes);