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Large strings gtest fixture and utilities #15513
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Large strings gtest fixture and utilities
davidwendt eab7a2f
Merge branch 'branch-24.06' into ls-fixture
davidwendt c70e274
Merge branch 'branch-24.06' into ls-fixture
davidwendt 2d904e4
Merge branch 'branch-24.06' into ls-fixture
davidwendt 0356ed5
Merge branch 'branch-24.06' into ls-fixture
davidwendt a00fd9e
Merge branch 'branch-24.06' into ls-fixture
davidwendt 13cb128
add large strings merge test
davidwendt 9ce12c2
Merge branch 'branch-24.06' into ls-fixture
davidwendt 95b3172
add constraints to large-strings tests
davidwendt fc07a39
Merge branch 'branch-24.06' into ls-fixture
davidwendt 7906dcb
hardcode cuda rmm_mode
davidwendt ed742e5
add some decl updates
davidwendt 746ad6b
add get_ls_data() function
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/* | ||
* Copyright (c) 2024, NVIDIA CORPORATION. | ||
* | ||
* 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. | ||
*/ | ||
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#include "large_strings_fixture.hpp" | ||
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#include <cudf_test/column_utilities.hpp> | ||
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#include <cudf/concatenate.hpp> | ||
#include <cudf/copying.hpp> | ||
#include <cudf/strings/strings_column_view.hpp> | ||
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#include <vector> | ||
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struct ConcatenateTest : public cudf::test::StringsLargeTest {}; | ||
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TEST_F(ConcatenateTest, ConcatenateVertical) | ||
{ | ||
auto input = this->long_column(); | ||
auto view = cudf::column_view(input); | ||
std::vector<cudf::column_view> input_cols; | ||
std::vector<cudf::size_type> splits; | ||
int const multiplier = 10; | ||
for (int i = 0; i < multiplier; ++i) { // 2500MB > 2GB | ||
input_cols.push_back(view); | ||
splits.push_back(view.size() * (i + 1)); | ||
} | ||
splits.pop_back(); // remove last entry | ||
auto result = cudf::concatenate(input_cols); | ||
auto sv = cudf::strings_column_view(result->view()); | ||
EXPECT_EQ(sv.size(), view.size() * multiplier); | ||
EXPECT_EQ(sv.offsets().type(), cudf::data_type{cudf::type_id::INT64}); | ||
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// verify results in sections | ||
auto sliced = cudf::split(result->view(), splits); | ||
for (auto c : sliced) { | ||
CUDF_TEST_EXPECT_COLUMNS_EQUIVALENT(c, input); | ||
} | ||
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// also test with large strings column as input | ||
input_cols.clear(); | ||
input_cols.push_back(input); // regular column | ||
input_cols.push_back(result->view()); // large column | ||
result = cudf::concatenate(input_cols); | ||
sv = cudf::strings_column_view(result->view()); | ||
EXPECT_EQ(sv.size(), view.size() * (multiplier + 1)); | ||
EXPECT_EQ(sv.offsets().type(), cudf::data_type{cudf::type_id::INT64}); | ||
splits.push_back(view.size() * multiplier); | ||
sliced = cudf::split(result->view(), splits); | ||
for (auto c : sliced) { | ||
CUDF_TEST_EXPECT_COLUMNS_EQUIVALENT(c, input); | ||
} | ||
} |
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/* | ||
* Copyright (c) 2024, NVIDIA CORPORATION. | ||
* | ||
* 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. | ||
*/ | ||
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#include "large_strings_fixture.hpp" | ||
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#include <cudf_test/column_utilities.hpp> | ||
#include <cudf_test/column_wrapper.hpp> | ||
#include <cudf_test/testing_main.hpp> | ||
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#include <cudf/column/column.hpp> | ||
#include <cudf/strings/combine.hpp> | ||
#include <cudf/strings/repeat_strings.hpp> | ||
#include <cudf/strings/strings_column_view.hpp> | ||
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#include <map> | ||
#include <memory> | ||
#include <vector> | ||
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namespace cudf::test { | ||
class LargeStringsData { | ||
public: | ||
using DataPointer = std::unique_ptr<cudf::table>; | ||
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virtual ~LargeStringsData() {} | ||
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void add_table(std::string_view name, std::unique_ptr<cudf::table>&& data) | ||
{ | ||
_data[std::string(name)] = std::move(data); | ||
} | ||
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cudf::table_view get_table(std::string_view name) const | ||
{ | ||
std::string key{name}; | ||
return _data.find(key) != _data.end() ? _data.at(key)->view() : cudf::table_view{}; | ||
} | ||
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void add_column(std::string_view name, std::unique_ptr<cudf::column>&& data) | ||
{ | ||
std::vector<std::unique_ptr<cudf::column>> cols; | ||
cols.emplace_back(std::move(data)); | ||
_data[std::string(name)] = std::make_unique<cudf::table>(std::move(cols)); | ||
} | ||
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cudf::column_view get_column(std::string_view name) const | ||
{ | ||
std::string key{name}; | ||
return _data.find(key) != _data.end() ? _data.at(key)->view().column(0) : cudf::column_view{}; | ||
} | ||
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bool has_key(std::string_view name) const { return _data.find(std::string(name)) != _data.end(); } | ||
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protected: | ||
std::map<std::string, DataPointer> _data; | ||
}; | ||
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cudf::column_view StringsLargeTest::wide_column() | ||
{ | ||
std::string name{"wide1"}; | ||
if (!g_ls_data->has_key(name)) { | ||
auto input = | ||
cudf::test::strings_column_wrapper({"the quick brown fox jumps over the lazy dog", | ||
"the fat cat lays next to the other accénted cat", | ||
"a slow moving turtlé cannot catch the bird", | ||
"which can be composéd together to form a more complete", | ||
"The result does not include the value in the sum in"}); | ||
auto counts = cudf::test::fixed_width_column_wrapper<int>({8, 8, 8, 8, 8}); | ||
auto result = cudf::strings::repeat_strings(cudf::strings_column_view(input), counts); | ||
g_ls_data->add_column(name, std::move(result)); | ||
} | ||
return g_ls_data->get_column(name); | ||
} | ||
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cudf::column_view StringsLargeTest::long_column() | ||
{ | ||
std::string name("long1"); | ||
if (!g_ls_data->has_key(name)) { | ||
auto itr = thrust::constant_iterator<std::string_view>( | ||
"abcdefghijklmnopqrstuvwxyABCDEFGHIJKLMNOPQRSTUVWXY"); // 50 bytes | ||
auto input = cudf::test::strings_column_wrapper(itr, itr + 5'000'000); // 250MB | ||
g_ls_data->add_column(name, input.release()); | ||
} | ||
return g_ls_data->get_column(name); | ||
} | ||
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LargeStringsData* StringsLargeTest::g_ls_data = nullptr; | ||
} // namespace cudf::test | ||
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int main(int argc, char** argv) | ||
{ | ||
::testing::InitGoogleTest(&argc, argv); | ||
auto const cmd_opts = parse_cudf_test_opts(argc, argv); | ||
// hardcoding the CUDA memory resource to keep from exceeding the pool | ||
auto mr = cudf::test::make_cuda(); | ||
rmm::mr::set_current_device_resource(mr.get()); | ||
auto adaptor = make_stream_mode_adaptor(cmd_opts); | ||
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// create object to automatically be destroyed at the end of main() | ||
auto lsd = cudf::test::LargeStringsData(); | ||
// set object pointer into static variable | ||
cudf::test::StringsLargeTest::g_ls_data = &lsd; | ||
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return RUN_ALL_TESTS(); | ||
} |
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/* | ||
* Copyright (c) 2024, NVIDIA CORPORATION. | ||
* | ||
* 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. | ||
*/ | ||
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#include <cudf_test/base_fixture.hpp> | ||
#include <cudf_test/column_utilities.hpp> | ||
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#include <cudf/column/column_view.hpp> | ||
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namespace cudf::test { | ||
class LargeStringsData; | ||
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/** | ||
* @brief Fixture for creating large strings tests | ||
* | ||
* Stores tests strings columns for reuse by specific tests. | ||
* Creating the test input only once helps speed up the overall tests. | ||
* | ||
* Also automatically enables appropriate large strings environment variables. | ||
*/ | ||
struct StringsLargeTest : public cudf::test::BaseFixture { | ||
/** | ||
* @brief Returns a column of long strings | ||
*/ | ||
cudf::column_view wide_column(); | ||
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/** | ||
* @brief Returns a long column of strings | ||
*/ | ||
cudf::column_view long_column(); | ||
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large_strings_enabler g_ls_enabler; | ||
static LargeStringsData* g_ls_data; | ||
}; | ||
} // namespace cudf::test |
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Moved from
copying/concatenate_tests.cpp