database/mariadb-columnstore-engine
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This patch introduces support for scanning/filtering vectorized execution for numeric-based

Browse Source 
data types TEXT, CHAR, VARCHAR, FLOAT and DOUBLE are not yet supported by vectorized path
This patch introduces an example for Google benchmarking suite to measure a perf diff
b/w legacy scan/filtering code and the templated version
This commit is contained in:
Roman Nozdrin
2021-09-08 17:59:20 +00:00
committed by Roman Nozdrin
parent cac23b0afc
commit af36f9940f
22 changed files with 2720 additions and 143 deletions
Download Patch File Download Diff File Expand all files Collapse all files

10
tests/CMakeLists.txt
View File

@ -42,3 +42,13 @@ if (WITH_UNITTESTS)
add_test(NAME columnstore:comparators_tests, COMMAND comparators_tests)
endif()
# Saving this as the example of the microbench
#if (WITH_MICROBENCHMARKS AND (NOT CMAKE_BUILD_TYPE STREQUAL "debug"))
# find_package(benchmark REQUIRED)
# add_executable(primitives_scan_bench primitives_scan_bench.cpp)
# target_include_directories(primitives_scan_bench PUBLIC ${ENGINE_COMMON_INCLUDES} ${ENGINE_BLOCKCACHE_INCLUDE} ${ENGINE_PRIMPROC_INCLUDE} )
# target_link_libraries(primitives_scan_bench ${ENGINE_LDFLAGS} ${MARIADB_CLIENT_LIBS} ${ENGINE_WRITE_LIBS} ${GTEST_LIBRARIES} processor dbbc benchmark::benchmark)
# install(TARGETS primitives_scan_bench DESTINATION ${ENGINE_BINDIR} COMPONENT columnstore-engine)
#endif()

708
tests/col16block.h Normal file
View File

@ -0,0 +1,708 @@
/* Copyright (C) 2021 MariaDB Corporation
This program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License
as published by the Free Software Foundation; version 2 of
the License.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
MA 02110-1301, USA. */
#ifndef HAVE_COL16BLOCK
#define HAVE_COL16BLOCK
unsigned char ___bin_col16block_cdf[] = {
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0xd7, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xd8, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xd9, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xda, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xdb, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xdc, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xdd, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xde, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xdf, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xe0, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xe1, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xe2, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xe3, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xe4, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xe5, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xe6, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xe7, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xe8, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xe9, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xea, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xeb, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xec, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xed, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xee, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xef, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xf0, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xf1, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xf2, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xf3, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xf4, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xf5, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xf6, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xf7, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xf8, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xf9, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xfa, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xfb, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xfc, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xfd, 0x01, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xfe, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xff, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00
};
unsigned int ___bin_col16block_cdf_len = 8192;
constexpr int __col16block_cdf_umin = 2;
constexpr int __col16block_cdf_umax = 511;
#endif

2
tests/col1block.h
View File

@ -703,4 +703,6 @@ unsigned char __col1block_cdf[] = {
0xf8, 0xf9, 0xfa, 0xfb, 0xfc, 0xfd, 0xfe, 0xff
};
unsigned int __col1block_cdf_len = 8192;
constexpr int __col1block_cdf_umin = -126;
constexpr int __col1block_cdf_umax = 127;
#endif

2
tests/col2block.h
View File

@ -703,4 +703,6 @@ unsigned char __col2block_cdf[] = {
0xfc, 0x0f, 0xfd, 0x0f, 0xfe, 0x0f, 0xff, 0x0f
};
unsigned int __col2block_cdf_len = 8192;
constexpr int __col2block_cdf_umin = 0;
constexpr int __col2block_cdf_umax = 4095;
#endif

2
tests/col4block.h
View File

@ -703,4 +703,6 @@ unsigned char __col4block_cdf[] = {
0xfe, 0x07, 0x00, 0x00, 0xff, 0x07, 0x00, 0x00
};
unsigned int __col4block_cdf_len = 8192;
constexpr int __col4block_cdf_umin = 0;
constexpr int __col4block_cdf_umax = 2047;
#endif

2
tests/col8block.h
View File

@ -703,4 +703,6 @@ unsigned char ___bin_col8block_cdf[] = {
0xff, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00
};
unsigned int ___bin_col8block_cdf_len = 8192;
constexpr int __col8block_cdf_umin = 0;
constexpr int __col8block_cdf_umax = 1023;
#endif

325
tests/primitives_column_scan_and_filter.cpp
View File

@ -17,13 +17,17 @@
#include <iostream>
#include <gtest/gtest.h>
#include "utils/common/columnwidth.h"
#include "datatypes/mcs_datatype.h"
#include "datatypes/mcs_int128.h"
#include "stats.h"
#include "primitives/linux-port/primitiveprocessor.h"
#include "col1block.h"
#include "col2block.h"
#include "col4block.h"
#include "col8block.h"
#include "col16block.h"
#include "col_float_block.h"
#include "col_double_block.h"
#include "col_neg_float.h"
@ -33,7 +37,7 @@ using namespace primitives;
using namespace datatypes;
using namespace std;
// If a test crashes check if there is a corresponding literal binary array in
// If a test crashes check if there is a corresponding literal binary array in
// readBlockFromLiteralArray.
class ColumnScanFilterTest : public ::testing::Test
@ -41,8 +45,8 @@ class ColumnScanFilterTest : public ::testing::Test
protected:
PrimitiveProcessor pp;
uint8_t input[BLOCK_SIZE];
uint8_t output[4 * BLOCK_SIZE];
uint8_t block[BLOCK_SIZE];
alignas(utils::MAXCOLUMNWIDTH) uint8_t output[4 * BLOCK_SIZE];
alignas(utils::MAXCOLUMNWIDTH) uint8_t block[BLOCK_SIZE];
uint16_t* rids;
uint32_t i;
NewColRequestHeader* in;
@ -91,7 +95,7 @@ protected:
close(fd);
return block;
}
}
uint8_t* readBlockFromLiteralArray(const std::string& fileName, uint8_t* block)
{
if (fileName == std::string("col1block.cdf"))
@ -102,6 +106,8 @@ protected:
return &__col4block_cdf[0];
else if (fileName == std::string("col8block.cdf"))
return &___bin_col8block_cdf[0];
else if (fileName == std::string("col16block.cdf"))
return &___bin_col16block_cdf[0];
else if (fileName == std::string("col_float_block.cdf"))
return &___bin_col_float_block_cdf[0];
else if (fileName == std::string("col_double_block.cdf"))
@ -115,7 +121,6 @@ protected:
}
};
TEST_F(ColumnScanFilterTest, ColumnScan1Byte)
{
constexpr const uint8_t W = 1;
@ -137,7 +142,42 @@ TEST_F(ColumnScanFilterTest, ColumnScan1Byte)
for (i = 0; i < 300; i++)
EXPECT_EQ(results[i],i % 255);
// Can't check Min/Max for char columns until MCOL-4871
}
TEST_F(ColumnScanFilterTest, ColumnScan1ByteVectorized)
{
constexpr const uint8_t W = 1;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
in->colType = ColRequestHeaderDataType();
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::TINYINT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 0;
in->NVALS = 0;
pp.setBlockPtr((int*) readBlockFromLiteralArray("col1block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
EXPECT_EQ(out->NVALS, 8160);
for (i = 0; i < 128; ++i)
EXPECT_EQ(results[i],i);
for (i = 129; i < 255; ++i)
EXPECT_EQ(results[i],i + 1);
EXPECT_EQ(results[8032], 0x7F);
EXPECT_EQ(results[8033], 0x80);
for (i = 8034; i < 8160; ++i)
EXPECT_EQ(results[i],i % 255 + 1);
EXPECT_EQ(out->Max, __col1block_cdf_umax);
EXPECT_EQ(out->Min, __col1block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan2Bytes)
@ -160,6 +200,9 @@ TEST_F(ColumnScanFilterTest, ColumnScan2Bytes)
for (i = 0; i < out->NVALS; i++)
EXPECT_EQ(results[i], i);
EXPECT_EQ(out->Max, __col2block_cdf_umax);
EXPECT_EQ(out->Min, __col2block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan4Bytes)
@ -182,6 +225,8 @@ TEST_F(ColumnScanFilterTest, ColumnScan4Bytes)
for (i = 0; i < out->NVALS; i++)
EXPECT_EQ(results[i], (uint32_t) i);
EXPECT_EQ(out->Max, __col4block_cdf_umax);
EXPECT_EQ(out->Min, __col4block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes)
@ -204,6 +249,40 @@ TEST_F(ColumnScanFilterTest, ColumnScan8Bytes)
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], (uint32_t) i);
EXPECT_EQ(out->Max, __col8block_cdf_umax);
EXPECT_EQ(out->Min, __col8block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan2Bytes1EqFilter)
{
constexpr const uint8_t W = 2;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
IntegralType tmp;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::INT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 1;
in->BOP = BOP_AND;
in->NVALS = 0;
tmp = 50;
args->COP = COMPARE_LE;
memcpy(args->val, &tmp, in->colType.DataSize);
args = reinterpret_cast<ColArgs*>(&input[sizeof(NewColRequestHeader) +
sizeof(ColArgs) + in->colType.DataSize]);
pp.setBlockPtr((int*) readBlockFromLiteralArray("col2block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, 51);
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], i);
EXPECT_EQ(out->Max, __col2block_cdf_umax);
EXPECT_EQ(out->Min, __col2block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan1ByteUsingRID)
@ -226,11 +305,101 @@ TEST_F(ColumnScanFilterTest, ColumnScan1ByteUsingRID)
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, 2);
for (i = 0; i < out->NVALS; i++)
for (i = 0; i < out->NVALS; ++i)
ASSERT_EQ(results[i], rids[i]);
}
TEST_F(ColumnScanFilterTest, ColumnScan4Bytes1Filter)
TEST_F(ColumnScanFilterTest, ColumnScan1ByteUsingMultipleRIDs)
{
constexpr const uint8_t W = 1;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
const size_t expectedNVALS = 127;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::INT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 0;
in->NVALS = expectedNVALS;
for (i = 0; i < expectedNVALS; ++i)
rids[i] = i;
rids[0] = 20;
rids[1] = 17;
rids[126] = 8189;
pp.setBlockPtr((int*) readBlockFromLiteralArray("col1block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, expectedNVALS);
for (i = 0; i < expectedNVALS - 1; ++i)
ASSERT_EQ(results[i], rids[i]);
ASSERT_EQ(results[126], 253);
}
TEST_F(ColumnScanFilterTest, ColumnScan4Bytes1EqFilter)
{
constexpr const uint8_t W = 4;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
IntegralType tmp;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::INT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 1;
in->BOP = BOP_AND;
in->NVALS = 0;
tmp = 2040;
args->COP = COMPARE_GE;
memcpy(args->val, &tmp, in->colType.DataSize);
args = reinterpret_cast<ColArgs*>(&input[sizeof(NewColRequestHeader) +
sizeof(ColArgs) + in->colType.DataSize]);
pp.setBlockPtr((int*) readBlockFromLiteralArray("col4block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, 8);
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], i + 2040);
}
TEST_F(ColumnScanFilterTest, ColumnScan4BytesUsingMultipleRIDs)
{
constexpr const uint8_t W = 4;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
const size_t expectedNVALS = 127;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::INT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 0;
in->NVALS = expectedNVALS;
for (i = 0; i < expectedNVALS; ++i)
rids[i] = i;
rids[0] = 20;
rids[1] = 17;
rids[126] = 1020;
pp.setBlockPtr((int*) readBlockFromLiteralArray("col4block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, expectedNVALS);
for (i = 0; i < expectedNVALS - 1; ++i)
ASSERT_EQ(results[i], rids[i]);
ASSERT_EQ(results[126], 1020);
}
TEST_F(ColumnScanFilterTest, ColumnScan4Bytes2Filters)
{
constexpr const uint8_t W = 4;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
@ -261,6 +430,72 @@ TEST_F(ColumnScanFilterTest, ColumnScan4Bytes1Filter)
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], 11 + (uint32_t)i);
EXPECT_EQ(out->Max, __col4block_cdf_umax);
EXPECT_EQ(out->Min, __col4block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes1EqFilter)
{
constexpr const uint8_t W = 8;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
IntegralType tmp;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::INT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 1;
in->BOP = BOP_AND;
in->NVALS = 0;
tmp = 11;
args->COP = COMPARE_LT;
memcpy(args->val, &tmp, in->colType.DataSize);
args = reinterpret_cast<ColArgs*>(&input[sizeof(NewColRequestHeader) +
sizeof(ColArgs) + in->colType.DataSize]);
pp.setBlockPtr((int*) readBlockFromLiteralArray("col8block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, 11);
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], i);
EXPECT_EQ(out->Max, __col8block_cdf_umax);
EXPECT_EQ(out->Min, __col8block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan8BytesUsingMultipleRIDs)
{
constexpr const uint8_t W = 8;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
using UT = datatypes::make_unsigned<IntegralType>::type;
UT* results;
const size_t expectedNVALS = 127;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::INT;
in->OutputType = OT_DATAVALUE;
in->NOPS = 0;
in->NVALS = expectedNVALS;
for (i = 0; i < expectedNVALS; ++i)
rids[i] = i;
rids[0] = 20;
rids[1] = 17;
rids[126] = 1020;
pp.setBlockPtr((int*) readBlockFromLiteralArray("col8block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<UT>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, expectedNVALS);
for (i = 0; i < expectedNVALS - 1; ++i)
ASSERT_EQ(results[i], rids[i]);
ASSERT_EQ(results[126], 1020);
}
//void p_Col_7()
@ -296,6 +531,9 @@ TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2CompFilters)
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], (uint32_t) (i < 10 ? i : i - 10 + 1001));
EXPECT_EQ(out->Max, __col8block_cdf_umax);
EXPECT_EQ(out->Min, __col8block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFilters)
@ -330,6 +568,8 @@ TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFilters)
ASSERT_EQ(out->NVALS, 2);
ASSERT_EQ(results[0], 10);
ASSERT_EQ(results[1], 1000);
ASSERT_EQ(out->Max, __col8block_cdf_umax);
ASSERT_EQ(out->Min, __col8block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFiltersRID)
@ -370,7 +610,7 @@ TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFiltersRID)
ASSERT_EQ(results[0], 10);
}
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFiltersRIDOutputRid)
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2FiltersRIDOutputRid)
{
constexpr const uint8_t W = 8;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
@ -400,7 +640,9 @@ TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFiltersRIDOutputRid)
ASSERT_EQ(out->NVALS, 33);
for (i = 0; i < out->NVALS; i++)
ASSERT_EQ(results[i], (i < 10 ? i : i - 10 + 1001));
ASSERT_EQ(results[i], (i < 10 ? i : i - 10 + 1001));
ASSERT_EQ(out->Max, __col8block_cdf_umax);
ASSERT_EQ(out->Min, __col8block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFiltersRIDOutputBoth)
@ -437,6 +679,8 @@ TEST_F(ColumnScanFilterTest, ColumnScan8Bytes2EqFiltersRIDOutputBoth)
ASSERT_EQ(resultRid[i], (i < 10 ? i : i - 10 + 1001));
ASSERT_EQ(resultVal[i], (i < 10 ? i : i - 10 + 1001));
}
ASSERT_EQ(out->Max, __col8block_cdf_umax);
ASSERT_EQ(out->Min, __col8block_cdf_umin);
}
//void p_Col_12()
@ -649,7 +893,7 @@ TEST_F(ColumnScanFilterTest, ColumnScan4BytesNegDouble2CompFilters)
pp.setBlockPtr((int*) readBlockFromLiteralArray("col_neg_double.cdf", block));
pp.columnScanAndFilter<int64_t>(in, out);
//ASSERT_EQ(out->NVALS, 19);
ASSERT_EQ(out->NVALS, 19);
for (i = 0; i < out->NVALS; i++)
{
@ -657,8 +901,67 @@ TEST_F(ColumnScanFilterTest, ColumnScan4BytesNegDouble2CompFilters)
}
}
TEST_F(ColumnScanFilterTest, ColumnScan16Bytes)
{
constexpr const uint8_t W = 16;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
IntegralType* results;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::DECIMAL;
in->OutputType = OT_DATAVALUE;
in->NOPS = 0;
in->BOP = BOP_OR;
in->NVALS = 0;
pp.setBlockPtr((int*) readBlockFromLiteralArray("col16block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<IntegralType>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, 511);
// I was not able to use datatypes::TSInt128 static member so I used this
int128_t NullValue = int128_t(0x8000000000000000LL) << 64;
ASSERT_EQ(results[0], NullValue);
for (i = 1; i < out->NVALS; ++i)
ASSERT_EQ(results[i], i+1);
EXPECT_EQ(out->Max, __col16block_cdf_umax);
EXPECT_EQ(out->Min, __col16block_cdf_umin);
}
TEST_F(ColumnScanFilterTest, ColumnScan16Bytes2CompFilters)
{
//TBD
constexpr const uint8_t W = 16;
using IntegralType = datatypes::WidthToSIntegralType<W>::type;
IntegralType* results;
IntegralType tmp;
in->colType.DataSize = W;
in->colType.DataType = SystemCatalog::DECIMAL;
in->OutputType = OT_DATAVALUE;
in->NOPS = 2;
in->BOP = BOP_OR;
in->NVALS = 0;
tmp = 10;
args->COP = COMPARE_EQ;
memcpy(args->val, &tmp, in->colType.DataSize);
args = reinterpret_cast<ColArgs*>(&input[sizeof(NewColRequestHeader) +
sizeof(ColArgs) + in->colType.DataSize]);
args->COP = COMPARE_EQ;
tmp = 510;
memcpy(args->val, &tmp, in->colType.DataSize);
pp.setBlockPtr((int*) readBlockFromLiteralArray("col16block.cdf", block));
pp.columnScanAndFilter<IntegralType>(in, out);
results = getValuesArrayPosition<IntegralType>(getFirstValueArrayPosition(out), 0);
ASSERT_EQ(out->NVALS, 2);
ASSERT_EQ(results[0], 10);
ASSERT_EQ(results[1], 510);
EXPECT_EQ(out->Max, __col16block_cdf_umax);
EXPECT_EQ(out->Min, __col16block_cdf_umin);
}
// vim:ts=2 sw=2:

430
tests/primitives_scan_bench.cpp Normal file
View File

@ -0,0 +1,430 @@
/* Copyright (C) 2021 MariaDB Corporation
This program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License
as published by the Free Software Foundation; version 2 of
the License.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
MA 02110-1301, USA. */
#include <iostream>
#include <gtest/gtest.h>
#include <benchmark/benchmark.h>
#include "datatypes/mcs_datatype.h"
#include "stats.h"
#include "primitives/linux-port/primitiveprocessor.h"
#include "col1block.h"
#include "col2block.h"
#include "col4block.h"
#include "col8block.h"
#include "col_float_block.h"
#include "col_double_block.h"
#include "col_neg_float.h"
#include "col_neg_double.h"
using namespace primitives;
using namespace datatypes;
using namespace std;
// TODO Use FastOperation() to speed up run loop
uint8_t* readBlockFromLiteralArray(const std::string& fileName, uint8_t* block)
{
if (fileName == std::string("col1block.cdf"))
return &__col1block_cdf[0];
else if (fileName == std::string("col2block.cdf"))
return &__col2block_cdf[0];
else if (fileName == std::string("col4block.cdf"))
return &__col4block_cdf[0];
else if (fileName == std::string("col8block.cdf"))
return &___bin_col8block_cdf[0];
else if (fileName == std::string("col_float_block.cdf"))
return &___bin_col_float_block_cdf[0];
else if (fileName == std::string("col_double_block.cdf"))
return &___bin_col_double_block_cdf[0];
else if (fileName == std::string("col_neg_float.cdf"))
return &___bin_col_neg_float_cdf[0];
else if (fileName == std::string("col_neg_double.cdf"))
return &___bin_col_neg_double_cdf[0];
return nullptr;
}
class FilterBenchFixture : public benchmark::Fixture
{
public:
PrimitiveProcessor pp;
uint8_t input[BLOCK_SIZE];
uint8_t output[4 * BLOCK_SIZE];
uint8_t block[BLOCK_SIZE];
uint16_t* rids;
uint32_t i;
uint32_t written;
NewColRequestHeader* in;
ColResultHeader* out;
ColArgs* args;
void SetUp(benchmark::State& state)
{
memset(input, 0, BLOCK_SIZE);
memset(output, 0, 4 * BLOCK_SIZE);
in = reinterpret_cast<NewColRequestHeader*>(input);
out = reinterpret_cast<ColResultHeader*>(output);
rids = reinterpret_cast<uint16_t*>(&in[1]);
args = reinterpret_cast<ColArgs*>(&in[1]);
}
// to avoid gcc compile time warning
void SetUp(const benchmark::State& state)
{
SetUp(const_cast<benchmark::State&>(state));
}
void inTestRunSetUp(const std::string& dataName, const size_t dataSize, const uint8_t dataType, const uint32_t outputType, ColArgs* args)
{
in->colType = ColRequestHeaderDataType();
in->colType.DataSize = dataSize;
in->colType.DataType = dataType;
in->OutputType = outputType;
in->NOPS = 0;
in->NVALS = 0;
pp.setBlockPtr((int*) readBlockFromLiteralArray(dataName, block));
}
void runFilterBenchLegacy()
{
pp.p_Col(in, out, 4 * BLOCK_SIZE, &written);
}
template<int W>
void runFilterBenchTemplated()
{
using IntegralType = typename datatypes::WidthToSIntegralType<W>::type;
pp.columnScanAndFilter<IntegralType>(in, out);
}
template<int W>
void setUp1EqFilter()
{
using IntegralType = typename datatypes::WidthToSIntegralType<W>::type;
in->NOPS = 1;
in->NVALS = 0;
IntegralType tmp = 20;
args->COP = COMPARE_EQ;
memcpy(args->val, &tmp, W);
}
};
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan1ByteLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 1;
state.PauseTiming();
inTestRunSetUp("col1block.cdf", W, SystemCatalog::CHAR, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan1ByteLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan1Byte1FilterLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 1;
setUp1EqFilter<W>();
inTestRunSetUp("col1block.cdf", W, SystemCatalog::CHAR, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan1Byte1FilterLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan1ByteTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 1;
state.PauseTiming();
inTestRunSetUp("col1block.cdf", W, SystemCatalog::CHAR, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan1ByteTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan1Byte1FilterTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 1;
setUp1EqFilter<W>();
inTestRunSetUp("col1block.cdf", W, SystemCatalog::CHAR, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan1Byte1FilterTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan1ByteVectorizedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 1;
state.PauseTiming();
inTestRunSetUp("col1block.cdf", W, SystemCatalog::TINYINT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan1ByteVectorizedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan1Byte1FilterVectorizedCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 1;
setUp1EqFilter<W>();
inTestRunSetUp("col1block.cdf", W, SystemCatalog::TINYINT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan1Byte1FilterVectorizedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan2ByteLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 2;
state.PauseTiming();
inTestRunSetUp("col2block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan2ByteLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan2Byte1FilterLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 2;
setUp1EqFilter<W>();
inTestRunSetUp("col2block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan2Byte1FilterLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan2ByteTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 2;
state.PauseTiming();
inTestRunSetUp("col2block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan2ByteTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan2Byte1FilterTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 2;
setUp1EqFilter<W>();
inTestRunSetUp("col2block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan2Byte1FilterTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan2Byte1FilterVectorizedCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 2;
setUp1EqFilter<W>();
inTestRunSetUp("col2block.cdf", W, SystemCatalog::TINYINT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan2Byte1FilterVectorizedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan4ByteLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 4;
state.PauseTiming();
inTestRunSetUp("col4block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan4ByteLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan4Byte1FilterLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 4;
state.PauseTiming();
setUp1EqFilter<W>();
inTestRunSetUp("col4block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan4Byte1FilterLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan4ByteTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 4;
inTestRunSetUp("col4block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan4ByteTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan4ByteVectorizedCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 4;
setUp1EqFilter<W>();
inTestRunSetUp("col4block.cdf", W, SystemCatalog::TINYINT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan4ByteVectorizedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan8ByteLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 8;
state.PauseTiming();
inTestRunSetUp("col8block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan8ByteLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan8Byte1FilterLegacyCode)(benchmark::State& state)
{
for (auto _ : state)
{
state.PauseTiming();
constexpr const uint8_t W = 8;
setUp1EqFilter<W>();
inTestRunSetUp("col8block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchLegacy();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan8Byte1FilterLegacyCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan8ByteTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 8;
state.PauseTiming();
inTestRunSetUp("col8block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan8ByteTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan8Byte1FilterTemplatedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 8;
state.PauseTiming();
setUp1EqFilter<W>();
inTestRunSetUp("col8block.cdf", W, SystemCatalog::INT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan8Byte1FilterTemplatedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan8ByteVectorizedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 8;
state.PauseTiming();
inTestRunSetUp("col8block.cdf", W, SystemCatalog::TINYINT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan8ByteVectorizedCode);
BENCHMARK_DEFINE_F(FilterBenchFixture, BM_ColumnScan8Byte1FilterVectorizedCode)(benchmark::State& state)
{
for (auto _ : state)
{
constexpr const uint8_t W = 8;
state.PauseTiming();
setUp1EqFilter<W>();
inTestRunSetUp("col8block.cdf", W, SystemCatalog::TINYINT, OT_DATAVALUE, args);
state.ResumeTiming();
runFilterBenchTemplated<W>();
}
}
BENCHMARK_REGISTER_F(FilterBenchFixture, BM_ColumnScan8Byte1FilterVectorizedCode);
BENCHMARK_MAIN();
// vim:ts=2 sw=2: