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Add gbenchmark for nvtext replace-tokens function
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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/fixture/benchmark_fixture.hpp> | ||
#include <benchmarks/string/string_bench_args.hpp> | ||
#include <benchmarks/synchronization/synchronization.hpp> | ||
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#include <cudf/strings/strings_column_view.hpp> | ||
#include <cudf_test/base_fixture.hpp> | ||
#include <cudf_test/column_wrapper.hpp> | ||
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#include <nvtext/replace.hpp> | ||
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class TextReplace : public cudf::benchmark { | ||
}; | ||
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static void BM_replace(benchmark::State& state) | ||
{ | ||
auto const n_rows = static_cast<cudf::size_type>(state.range(0)); | ||
auto const n_length = static_cast<cudf::size_type>(state.range(1)); | ||
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std::vector<std::string> words{" ", "one ", "two ", "three ", "four ", | ||
"five ", "six ", "sevén ", "eight ", "nine ", | ||
"ten ", "eleven ", "twelve ", "thirteen ", "fourteen ", | ||
"fifteen ", "sixteen ", "seventeen ", "eighteen ", "nineteen "}; | ||
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std::default_random_engine generator; | ||
std::uniform_int_distribution<int> tokens_dist(0, words.size() - 1); | ||
std::string row; // build a row of random tokens | ||
while (static_cast<int>(row.size()) < n_length) row += words[tokens_dist(generator)]; | ||
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std::uniform_int_distribution<int> position_dist(0, 16); | ||
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auto elements = cudf::detail::make_counting_transform_iterator( | ||
0, [&](auto idx) { return row.c_str() + position_dist(generator); }); | ||
cudf::test::strings_column_wrapper input(elements, elements + n_rows); | ||
cudf::strings_column_view view(input); | ||
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cudf::test::strings_column_wrapper targets({"one", "two", "sevén", "zero"}); | ||
cudf::test::strings_column_wrapper replacements({"1", "2", "7", "0"}); | ||
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for (auto _ : state) { | ||
cuda_event_timer raii(state, true, 0); | ||
nvtext::replace_tokens( | ||
view, cudf::strings_column_view(targets), cudf::strings_column_view(replacements)); | ||
} | ||
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state.SetBytesProcessed(state.iterations() * view.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_multiplier = 8; | ||
int const min_row_length = 1 << 5; | ||
int const max_row_length = 1 << 13; | ||
int const length_multiplier = 4; | ||
generate_string_bench_args( | ||
b, min_rows, max_rows, row_multiplier, min_row_length, max_row_length, length_multiplier); | ||
} | ||
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#define NVTEXT_BENCHMARK_DEFINE(name) \ | ||
BENCHMARK_DEFINE_F(TextReplace, name) \ | ||
(::benchmark::State & st) { BM_replace(st); } \ | ||
BENCHMARK_REGISTER_F(TextReplace, name) \ | ||
->Apply(generate_bench_args) \ | ||
->UseManualTime() \ | ||
->Unit(benchmark::kMillisecond); | ||
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NVTEXT_BENCHMARK_DEFINE(replace) |