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AggColTest.cpp
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/*
* Copyright 2021 The DAPHNE Consortium
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <runtime/local/datagen/GenGivenVals.h>
#include <runtime/local/datastructures/CSRMatrix.h>
#include <runtime/local/datastructures/DenseMatrix.h>
#include <runtime/local/kernels/AggCol.h>
#include <runtime/local/kernels/AggOpCode.h>
#include <runtime/local/kernels/CheckEqApprox.h>
#include <tags.h>
#include <catch.hpp>
#include <type_traits>
#include <vector>
#define TEST_NAME(opName) "AggCol (" opName ")"
#define DATA_TYPES DenseMatrix, CSRMatrix, Matrix
#define VALUE_TYPES double, uint32_t
template <class DTRes, class DTArg> void checkAggCol(AggOpCode opCode, const DTArg *arg, const DTRes *exp) {
DTRes *res = nullptr;
aggCol<DTRes, DTArg>(opCode, res, arg, nullptr);
CHECK(checkEqApprox(res, exp, 1e-5, nullptr));
DataObjectFactory::destroy(res);
}
// The value types of argument and result could be different, so we need to
// test various combinations.
#define SUM_TEST_CASE(VTRes) \
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("sum - result value type: " #VTRes), TAG_KERNELS, (DATA_TYPES), \
(VALUE_TYPES)) { \
using DTArg = TestType; \
using DTRes = typename std::conditional<std::is_same<DTArg, Matrix<typename DTArg::VT>>::value, Matrix<VTRes>, \
DenseMatrix<VTRes>>::type; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m0exp = genGivenVals<DTRes>(1, {0, 0, 0, 0}); \
auto m1 = genGivenVals<DTArg>(3, { \
3, \
0, \
2, \
0, \
0, \
0, \
1, \
1, \
2, \
5, \
0, \
0, \
}); \
auto m1exp = genGivenVals<DTRes>(1, {5, 5, 3, 1}); \
\
checkAggCol(AggOpCode::SUM, m0, m0exp); \
checkAggCol(AggOpCode::SUM, m1, m1exp); \
\
DataObjectFactory::destroy(m0, m0exp, m1, m1exp); \
}
SUM_TEST_CASE(int64_t)
SUM_TEST_CASE(double)
// The value types of argument and result can be assumed to be the same.
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("min"), TAG_KERNELS, (DATA_TYPES), (VALUE_TYPES)) {
using DTArg = TestType;
using VT = typename DTArg::VT;
using DTRes = typename std::conditional<std::is_same<DTArg, Matrix<VT>>::value, Matrix<VT>, DenseMatrix<VT>>::type;
auto m0 = genGivenVals<DTArg>(3, {
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
});
auto m0exp = genGivenVals<DTRes>(1, {0, 0, 0, 0});
auto m1 = genGivenVals<DTArg>(3, {
4,
6,
3,
9,
5,
2,
0,
9,
7,
4,
5,
4,
});
auto m1exp = genGivenVals<DTRes>(1, {4, 2, 0, 4});
auto m2 = genGivenVals<DTArg>(3, {
4,
0,
0,
9,
0,
2,
0,
0,
0,
0,
5,
0,
});
auto m2exp = genGivenVals<DTRes>(1, {0, 0, 0, 0});
checkAggCol(AggOpCode::MIN, m0, m0exp);
checkAggCol(AggOpCode::MIN, m1, m1exp);
checkAggCol(AggOpCode::MIN, m2, m2exp);
DataObjectFactory::destroy(m0, m0exp, m1, m1exp, m2, m2exp);
}
// The value types of argument and result can be assumed to be the same.
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("max"), TAG_KERNELS, (DATA_TYPES), (VALUE_TYPES)) {
using DTArg = TestType;
using VT = typename DTArg::VT;
using DTRes = typename std::conditional<std::is_same<DTArg, Matrix<VT>>::value, Matrix<VT>, DenseMatrix<VT>>::type;
auto m0 = genGivenVals<DTArg>(3, {
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
});
auto m0exp = genGivenVals<DTRes>(1, {0, 0, 0, 0});
auto m1 = genGivenVals<DTArg>(3, {
4,
6,
3,
9,
5,
2,
0,
9,
7,
4,
5,
4,
});
auto m1exp = genGivenVals<DTRes>(1, {7, 6, 5, 9});
auto m2 = genGivenVals<DTArg>(3, {
4,
0,
0,
9,
0,
2,
0,
0,
0,
0,
5,
0,
});
auto m2exp = genGivenVals<DTRes>(1, {4, 2, 5, 9});
checkAggCol(AggOpCode::MAX, m0, m0exp);
checkAggCol(AggOpCode::MAX, m1, m1exp);
checkAggCol(AggOpCode::MAX, m2, m2exp);
DataObjectFactory::destroy(m0, m0exp, m1, m1exp, m2, m2exp);
}
// The value types of argument and result could be different, so we need to
// test various combinations.
#define MEAN_TEST_CASE(VTRes) \
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("mean - result value type: " #VTRes), TAG_KERNELS, (DATA_TYPES), \
(int64_t, double)) { \
using DTArg = TestType; \
using DTRes = typename std::conditional<std::is_same<DTArg, Matrix<typename DTArg::VT>>::value, Matrix<VTRes>, \
DenseMatrix<VTRes>>::type; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m0exp = genGivenVals<DTRes>(1, {0, 0, 0, 0}); \
auto m2 = genGivenVals<DTArg>(4, { \
1, \
3, \
0, \
-1, \
1, \
3, \
5, \
3, \
3, \
1, \
0, \
0, \
3, \
1, \
5, \
-1, \
}); \
auto m2exp = genGivenVals<DTRes>(1, {(VTRes)2.0, (VTRes)2.0, (VTRes)2.5, (VTRes)0.25}); \
\
checkAggCol(AggOpCode::MEAN, m0, m0exp); \
checkAggCol(AggOpCode::MEAN, m2, m2exp); \
\
DataObjectFactory::destroy(m0, m0exp, m2, m2exp); \
}
MEAN_TEST_CASE(int64_t);
MEAN_TEST_CASE(double);
// The value types of argument and result could be different, so we need to
// test various combinations.
#define STDDEV_TEST_CASE(VTRes) \
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("stddev - result value type: " #VTRes), TAG_KERNELS, (DATA_TYPES), \
(int64_t, double)) { \
using DTArg = TestType; \
using DTRes = typename std::conditional<std::is_same<DTArg, Matrix<typename DTArg::VT>>::value, Matrix<VTRes>, \
DenseMatrix<VTRes>>::type; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m0exp = genGivenVals<DTRes>(1, {0, 0, 0, 0}); \
auto m2 = genGivenVals<DTArg>(4, { \
1, \
3, \
0, \
-1, \
1, \
3, \
5, \
3, \
3, \
1, \
0, \
0, \
3, \
1, \
5, \
-1, \
}); \
auto m2exp = genGivenVals<DTRes>(1, {1, 1, (VTRes)2.5, (VTRes)1.6393596310755}); \
\
checkAggCol(AggOpCode::STDDEV, m0, m0exp); \
checkAggCol(AggOpCode::STDDEV, m2, m2exp); \
\
DataObjectFactory::destroy(m0, m0exp, m2, m2exp); \
}
STDDEV_TEST_CASE(int64_t);
STDDEV_TEST_CASE(double);
#define VAR_TEST_CASE(VTRes) \
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("var - result value type: " #VTRes), TAG_KERNELS, (DATA_TYPES), \
(int64_t, double)) { \
using DTArg = TestType; \
using DTRes = typename std::conditional<std::is_same<DTArg, Matrix<typename DTArg::VT>>::value, Matrix<VTRes>, \
DenseMatrix<VTRes>>::type; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m0exp = genGivenVals<DTRes>(1, {0, 0, 0, 0}); \
auto m1 = genGivenVals<DTArg>(4, { \
1, \
3, \
0, \
1, \
3, \
5, \
3, \
1, \
0, \
3, \
1, \
5, \
}); \
auto m1exp = genGivenVals<DTRes>(1, {1, 1, (VTRes)6.25}); \
\
checkAggCol(AggOpCode::VAR, m0, m0exp); \
checkAggCol(AggOpCode::VAR, m1, m1exp); \
\
DataObjectFactory::destroy(m0, m0exp, m1, m1exp); \
}
VAR_TEST_CASE(int64_t);
VAR_TEST_CASE(double);