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Add string scalar replace benchmark #7369

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Feb 16, 2021
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1 change: 1 addition & 0 deletions cpp/benchmarks/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -307,6 +307,7 @@ 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/replace_scalar_benchmark.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/string/url_decode_benchmark.cpp")

ConfigureBench(STRINGS_BENCH "${STRINGS_BENCH_SRC}")
79 changes: 79 additions & 0 deletions cpp/benchmarks/string/replace_scalar_benchmark.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
/*
* 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>

#include <limits>

class StringReplaceScalar : public cudf::benchmark {
};

static void BM_replace_scalar(benchmark::State& state)
{
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));
cudf::string_scalar target("+");
cudf::string_scalar repl("");

for (auto _ : state) {
cuda_event_timer raii(state, true, 0);
cudf::strings::replace(input, target, repl);
}

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

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;
for (int row_count = min_rows; row_count <= max_rows; row_count *= row_mult) {
for (int rowlen = min_rowlen; rowlen <= max_rowlen; rowlen *= len_mult) {
// avoid generating combinations that exceed the cudf column limit
size_t total_chars = static_cast<size_t>(row_count) * rowlen;
if (total_chars < std::numeric_limits<cudf::size_type>::max()) {
b->Args({row_count, rowlen});
}
}
}
}

#define STRINGS_BENCHMARK_DEFINE(name) \
BENCHMARK_DEFINE_F(StringReplaceScalar, name) \
(::benchmark::State & st) { BM_replace_scalar(st); } \
BENCHMARK_REGISTER_F(StringReplaceScalar, name) \
->Apply(generate_bench_args) \
->UseManualTime() \
->Unit(benchmark::kMillisecond);

STRINGS_BENCHMARK_DEFINE(replace_scalar)