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apacheGH-41760: [C++][Parquet] Add file metadata read/write benchmark
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you 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 <memory> | ||
#include <sstream> | ||
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#include <benchmark/benchmark.h> | ||
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#include "arrow/buffer.h" | ||
#include "arrow/io/memory.h" | ||
#include "arrow/util/logging.h" | ||
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#include "parquet/column_writer.h" | ||
#include "parquet/file_reader.h" | ||
#include "parquet/file_writer.h" | ||
#include "parquet/metadata.h" | ||
#include "parquet/platform.h" | ||
#include "parquet/schema.h" | ||
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namespace parquet { | ||
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using ::arrow::Buffer; | ||
using ::arrow::io::BufferOutputStream; | ||
using ::arrow::io::BufferReader; | ||
using schema::GroupNode; | ||
using schema::NodePtr; | ||
using schema::NodeVector; | ||
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class MetadataBenchmark { | ||
public: | ||
explicit MetadataBenchmark(benchmark::State* state) | ||
: MetadataBenchmark(static_cast<int>(state->range(0)), | ||
static_cast<int>(state->range(1))) {} | ||
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MetadataBenchmark(int num_columns, int num_row_groups) | ||
: num_columns_(num_columns), num_row_groups_(num_row_groups) { | ||
NodeVector fields; | ||
for (int i = 0; i < num_columns_; ++i) { | ||
std::stringstream ss; | ||
ss << "col" << i; | ||
fields.push_back(parquet::schema::Int32(ss.str(), Repetition::REQUIRED)); | ||
} | ||
schema_root_ = std::static_pointer_cast<GroupNode>( | ||
GroupNode::Make("schema", Repetition::REQUIRED, fields)); | ||
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WriterProperties::Builder prop_builder; | ||
writer_properties_ = | ||
prop_builder.version(ParquetVersion::PARQUET_2_6)->disable_dictionary()->build(); | ||
} | ||
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std::shared_ptr<BufferOutputStream> WriteFile() { | ||
PARQUET_ASSIGN_OR_THROW(auto sink, BufferOutputStream::Create()); | ||
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auto writer = ParquetFileWriter::Open(sink, schema_root_, writer_properties_); | ||
std::vector<int32_t> int32_values(42, 1); | ||
for (int rg = 0; rg < num_row_groups_; ++rg) { | ||
auto row_group_writer = writer->AppendRowGroup(); | ||
for (int col = 0; col < num_columns_; ++col) { | ||
auto col_writer = row_group_writer->NextColumn(); | ||
ARROW_CHECK_EQ(col_writer->type(), Type::INT32); | ||
auto typed_col_writer = static_cast<Int32Writer*>(col_writer); | ||
typed_col_writer->WriteBatch( | ||
/*num_values=*/static_cast<int64_t>(int32_values.size()), | ||
/*def_levels=*/nullptr, /*rep_levels=*/nullptr, int32_values.data()); | ||
typed_col_writer->Close(); | ||
} | ||
row_group_writer->Close(); | ||
} | ||
writer->Close(); | ||
return sink; | ||
} | ||
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void ReadFile(std::shared_ptr<Buffer> contents) { | ||
auto source = std::make_shared<BufferReader>(contents); | ||
ReaderProperties props; | ||
auto reader = ParquetFileReader::Open(source, props); | ||
auto metadata = reader->metadata(); | ||
ARROW_CHECK_EQ(metadata->num_columns(), num_columns_); | ||
ARROW_CHECK_EQ(metadata->num_row_groups(), num_row_groups_); | ||
reader->Close(); | ||
} | ||
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private: | ||
int num_columns_; | ||
int num_row_groups_; | ||
std::shared_ptr<GroupNode> schema_root_; | ||
std::shared_ptr<WriterProperties> writer_properties_; | ||
}; | ||
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void WriteMetadataSetArgs(benchmark::internal::Benchmark* bench) { | ||
bench->ArgNames({"num_columns", "num_row_groups"}); | ||
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for (int num_columns : {1, 10, 100}) { | ||
for (int num_row_groups : {1, 100, 1000}) { | ||
bench->Args({num_columns, num_row_groups}); | ||
} | ||
} | ||
/* For larger num_columns, restrict num_row_groups to small values | ||
* to avoid blowing up benchmark execution time. | ||
*/ | ||
for (int num_columns : {1000, 10000}) { | ||
for (int num_row_groups : {1, 100}) { | ||
bench->Args({num_columns, num_row_groups}); | ||
} | ||
} | ||
} | ||
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void ReadMetadataSetArgs(benchmark::internal::Benchmark* bench) { | ||
WriteMetadataSetArgs(bench); | ||
} | ||
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void WriteMetadata(benchmark::State& state) { | ||
MetadataBenchmark benchmark(&state); | ||
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int64_t file_size = 0; | ||
for (auto _ : state) { | ||
auto sink = benchmark.WriteFile(); | ||
file_size = sink->Finish().ValueOrDie()->size(); | ||
} | ||
state.SetItemsProcessed(state.iterations()); | ||
state.counters["file_size"] = file_size; | ||
} | ||
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void ReadMetadata(benchmark::State& state) { | ||
MetadataBenchmark benchmark(&state); | ||
auto contents = benchmark.WriteFile()->Finish().ValueOrDie(); | ||
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for (auto _ : state) { | ||
benchmark.ReadFile(contents); | ||
} | ||
state.SetItemsProcessed(state.iterations()); | ||
state.counters["file_size"] = contents->size(); | ||
} | ||
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BENCHMARK(WriteMetadata)->Apply(WriteMetadataSetArgs); | ||
BENCHMARK(ReadMetadata)->Apply(ReadMetadataSetArgs); | ||
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} // namespace parquet |