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AggAllTest.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/AggAll.h>
#include <runtime/local/kernels/AggOpCode.h>
#include <runtime/local/kernels/CheckEq.h>
#include <tags.h>
#include <catch.hpp>
#include <vector>
#define TEST_NAME(opName) "AggAll (" opName ")"
#define DATA_TYPES DenseMatrix, CSRMatrix, Matrix
#define VALUE_TYPES double, float, uint8_t, uint32_t, uint64_t, int8_t, int32_t, int64_t
template <typename VTRes, class DTArg> void checkAggAll(AggOpCode opCode, const DTArg *arg, VTRes exp) {
VTRes res = aggAll<VTRes, DTArg>(opCode, arg, nullptr);
CHECK(Approx(res).epsilon(1e-5) == exp);
}
// 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; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m1 = genGivenVals<DTArg>(3, { \
3, \
0, \
2, \
0, \
0, \
0, \
1, \
1, \
2, \
5, \
0, \
0, \
}); \
\
checkAggAll(AggOpCode::SUM, m0, (VTRes)0); \
checkAggAll(AggOpCode::SUM, m1, (VTRes)14); \
\
DataObjectFactory::destroy(m0); \
DataObjectFactory::destroy(m1); \
}
SUM_TEST_CASE(int64_t)
SUM_TEST_CASE(int32_t)
SUM_TEST_CASE(uint64_t)
SUM_TEST_CASE(uint32_t)
SUM_TEST_CASE(int8_t)
SUM_TEST_CASE(uint8_t)
SUM_TEST_CASE(double)
SUM_TEST_CASE(float)
// 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 DT = TestType;
auto m0 = genGivenVals<DT>(3, {
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
});
auto m1 = genGivenVals<DT>(3, {
4,
6,
3,
9,
5,
2,
8,
9,
7,
4,
5,
4,
});
auto m2 = genGivenVals<DT>(3, {
4,
0,
0,
9,
0,
2,
0,
0,
0,
0,
5,
0,
});
// In case of min the result type is the same as the input type
checkAggAll(AggOpCode::MIN, m0, (typename DT::VT)0);
checkAggAll(AggOpCode::MIN, m1, (typename DT::VT)2);
checkAggAll(AggOpCode::MIN, m2, (typename DT::VT)0);
DataObjectFactory::destroy(m0);
DataObjectFactory::destroy(m1);
DataObjectFactory::destroy(m2);
}
// 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 DT = TestType;
auto m0 = genGivenVals<DT>(3, {
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
});
auto m1 = genGivenVals<DT>(3, {
4,
6,
3,
9,
5,
2,
8,
9,
7,
4,
5,
4,
});
auto m2 = genGivenVals<DT>(3, {
4,
0,
0,
9,
0,
2,
0,
0,
0,
0,
5,
0,
});
// In case of max the result type is the same as the input type
checkAggAll(AggOpCode::MAX, m0, (typename DT::VT)0);
checkAggAll(AggOpCode::MAX, m1, (typename DT::VT)9);
checkAggAll(AggOpCode::MAX, m2, (typename DT::VT)9);
DataObjectFactory::destroy(m0);
DataObjectFactory::destroy(m1);
DataObjectFactory::destroy(m2);
}
// 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), \
(VALUE_TYPES)) { \
using DTArg = TestType; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m1 = genGivenVals<DTArg>(3, { \
1, \
6, \
3, \
9, \
2, \
2, \
8, \
9, \
4, \
4, \
5, \
4, \
}); \
auto m2 = genGivenVals<DTArg>(3, { \
4, \
0, \
0, \
9, \
0, \
6, \
0, \
0, \
0, \
0, \
5, \
0, \
}); \
\
checkAggAll(AggOpCode::MEAN, m0, (VTRes)0); \
checkAggAll(AggOpCode::MEAN, m1, (VTRes)4.75); \
checkAggAll(AggOpCode::MEAN, m2, (VTRes)2); \
\
DataObjectFactory::destroy(m0); \
DataObjectFactory::destroy(m1); \
DataObjectFactory::destroy(m2); \
}
MEAN_TEST_CASE(int64_t);
MEAN_TEST_CASE(double);
#define STDDEV_TEST_CASE(VTRes) \
TEMPLATE_PRODUCT_TEST_CASE(TEST_NAME("stddev - result value type: " #VTRes), TAG_KERNELS, (DATA_TYPES), \
(VALUE_TYPES)) { \
using DTArg = TestType; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m1 = genGivenVals<DTArg>(3, { \
4, \
0, \
0, \
9, \
0, \
6, \
0, \
0, \
0, \
0, \
5, \
0, \
}); \
auto m2 = genGivenVals<DTArg>(3, { \
1, \
6, \
3, \
9, \
2, \
2, \
8, \
9, \
4, \
4, \
5, \
4, \
}); \
\
checkAggAll(AggOpCode::STDDEV, m0, (VTRes)0); \
checkAggAll(AggOpCode::STDDEV, m1, (VTRes)3.0276503540974916654); \
checkAggAll(AggOpCode::STDDEV, m2, (VTRes)2.6180463454008346998); \
\
DataObjectFactory::destroy(m0); \
DataObjectFactory::destroy(m1); \
DataObjectFactory::destroy(m2); \
}
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), \
(VALUE_TYPES)) { \
using DTArg = TestType; \
\
auto m0 = genGivenVals<DTArg>(3, { \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
0, \
}); \
auto m1 = genGivenVals<DTArg>(3, { \
4, \
0, \
0, \
9, \
0, \
6, \
0, \
0, \
0, \
0, \
5, \
0, \
}); \
auto m2 = genGivenVals<DTArg>(3, { \
0, \
1, \
2, \
4, \
4, \
5, \
9, \
12, \
8, \
}); \
\
checkAggAll(AggOpCode::VAR, m0, (VTRes)0); \
checkAggAll(AggOpCode::VAR, m1, (VTRes)9.1666666666666666667); \
checkAggAll(AggOpCode::VAR, m2, (VTRes)14); \
\
DataObjectFactory::destroy(m0); \
DataObjectFactory::destroy(m1); \
DataObjectFactory::destroy(m2); \
}
VAR_TEST_CASE(int64_t);
VAR_TEST_CASE(double);