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Add gbenchmarks for strings extract function (rapidsai#7522)
Reference rapidsai#5698 This creates a gbenchmark for `cudf::strings::extract` function. The benchmarks measures various sized rows as well as strings lengths. It also has measurements for small, medium, and large regex instructions. The extract performance is effected by the number of instructions in the regex pattern. Authors: - David (@davidwendt) Approvers: - Keith Kraus (@kkraus14) - Karthikeyan (@karthikeyann) - Mark Harris (@harrism) URL: rapidsai#7522
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/* | ||
* Copyright (c) 2021, 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 <benchmark/benchmark.h> | ||
#include <benchmarks/common/generate_benchmark_input.hpp> | ||
#include <benchmarks/fixture/benchmark_fixture.hpp> | ||
#include <benchmarks/synchronization/synchronization.hpp> | ||
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#include <cudf/strings/extract.hpp> | ||
#include <cudf/strings/strings_column_view.hpp> | ||
#include <cudf_test/column_wrapper.hpp> | ||
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#include "string_bench_args.hpp" | ||
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class StringExtract : public cudf::benchmark { | ||
}; | ||
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static void BM_extract(benchmark::State& state, int re_instructions) | ||
{ | ||
cudf::size_type const n_rows{static_cast<cudf::size_type>(state.range(0))}; | ||
cudf::size_type const max_str_length{static_cast<cudf::size_type>(state.range(1))}; | ||
data_profile table_profile; | ||
table_profile.set_distribution_params( | ||
cudf::type_id::STRING, distribution_id::NORMAL, 0, max_str_length); | ||
auto const table = | ||
create_random_table({cudf::type_id::STRING}, 1, row_count{n_rows}, table_profile); | ||
cudf::strings_column_view input(table->view().column(0)); | ||
std::string const raw_pattern = | ||
"1234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234" | ||
"5678901234567890123456789012345678901234567890"; | ||
std::string const pattern = "(" + raw_pattern.substr(0, re_instructions) + ")"; | ||
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for (auto _ : state) { | ||
cuda_event_timer raii(state, true, 0); | ||
auto results = cudf::strings::extract(input, pattern); | ||
} | ||
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state.SetBytesProcessed(state.iterations() * input.chars_size()); | ||
} | ||
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static void generate_bench_args(benchmark::internal::Benchmark* b) | ||
{ | ||
int const min_rows = 1 << 12; | ||
int const max_rows = 1 << 24; | ||
int const row_mult = 8; | ||
int const min_rowlen = 1 << 5; | ||
int const max_rowlen = 1 << 13; | ||
int const len_mult = 4; | ||
generate_string_bench_args(b, min_rows, max_rows, row_mult, min_rowlen, max_rowlen, len_mult); | ||
} | ||
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#define STRINGS_BENCHMARK_DEFINE(name, instructions) \ | ||
BENCHMARK_DEFINE_F(StringExtract, name) \ | ||
(::benchmark::State & st) { BM_extract(st, instructions); } \ | ||
BENCHMARK_REGISTER_F(StringExtract, name) \ | ||
->Apply(generate_bench_args) \ | ||
->UseManualTime() \ | ||
->Unit(benchmark::kMillisecond); | ||
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STRINGS_BENCHMARK_DEFINE(small, 4) | ||
STRINGS_BENCHMARK_DEFINE(medium, 48) | ||
STRINGS_BENCHMARK_DEFINE(large, 128) |