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Add string scalar replace benchmark #7369

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Feb 16, 2021
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3 changes: 2 additions & 1 deletion cpp/benchmarks/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -306,6 +306,7 @@ ConfigureBench(SUBWORD_TOKENIZER_BENCH "${SUBWORD_TOKENIZER_BENCH_SRC}")

set(STRINGS_BENCH_SRC
"${CMAKE_CURRENT_SOURCE_DIR}/string/case_benchmark.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/string/convert_durations_benchmark.cpp")
"${CMAKE_CURRENT_SOURCE_DIR}/string/convert_durations_benchmark.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/string/replace_scalar_benchmark.cpp")

ConfigureBench(STRINGS_BENCH "${STRINGS_BENCH_SRC}")
59 changes: 59 additions & 0 deletions cpp/benchmarks/string/replace_scalar_benchmark.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,59 @@
/*
* 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.
*/

#include <benchmark/benchmark.h>
#include <benchmarks/common/generate_benchmark_input.hpp>
#include <benchmarks/fixture/benchmark_fixture.hpp>
#include <benchmarks/synchronization/synchronization.hpp>

#include <cudf/scalar/scalar.hpp>
#include <cudf/strings/replace.hpp>
#include <cudf/strings/strings_column_view.hpp>

class StringReplaceScalar : public cudf::benchmark {
};

static void BM_replace_scalar(benchmark::State& state)
{
cudf::size_type const n_rows{(cudf::size_type)state.range(0)};
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cudf::size_type const max_str_length{(cudf::size_type)state.range(1)};
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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));
cudf::string_scalar target("+");
cudf::string_scalar repl(" ");
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for (auto _ : state) {
cuda_event_timer raii(state, true, 0);
cudf::strings::replace(input, target, repl);
}

state.SetBytesProcessed(state.iterations() * input.chars_size());
}

#define STRINGS_BENCHMARK_DEFINE(name) \
BENCHMARK_DEFINE_F(StringReplaceScalar, name) \
(::benchmark::State & st) { BM_replace_scalar(st); } \
BENCHMARK_REGISTER_F(StringReplaceScalar, name) \
->RangeMultiplier(8) \
->Ranges({{1 << 12, 1 << 18}, {1 << 5, 1 << 13}}) \
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->UseManualTime() \
->Unit(benchmark::kMillisecond);

STRINGS_BENCHMARK_DEFINE(replace_scalar)