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Add benchmark for compression codecs (#96)
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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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#![feature(test)] | ||
extern crate parquet; | ||
#[macro_use] | ||
extern crate lazy_static; | ||
extern crate test; | ||
use test::Bencher; | ||
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use std::env; | ||
use std::fs::File; | ||
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use parquet::basic::Compression; | ||
use parquet::file::reader::*; | ||
use parquet::compression::*; | ||
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// 10k rows written in page v2 with type: | ||
// | ||
// message test { | ||
// required binary binary_field, | ||
// required int32 int32_field, | ||
// required int64 int64_field, | ||
// required boolean boolean_field, | ||
// required float float_field, | ||
// required double double_field, | ||
// required fixed_len_byte_array(1024) flba_field, | ||
// required int96 int96_field | ||
// } | ||
// | ||
// filled with random values. | ||
const TEST_FILE: &str = "10k-v2.parquet"; | ||
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fn get_rg_reader() -> Box<RowGroupReader> { | ||
let mut path_buf = env::current_dir().unwrap(); | ||
path_buf.push("data"); | ||
path_buf.push(TEST_FILE); | ||
let file = File::open(path_buf.as_path()).unwrap(); | ||
let f_reader = SerializedFileReader::new(file).unwrap(); | ||
f_reader.get_row_group(0).unwrap() | ||
} | ||
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fn get_pages_bytes(col_idx: usize) -> Vec<u8> { | ||
let mut data: Vec<u8> = Vec::new(); | ||
let rg_reader = get_rg_reader(); | ||
let mut pg_reader = rg_reader.get_column_page_reader(col_idx).unwrap(); | ||
loop { | ||
if let Some(p) = pg_reader.get_next_page().unwrap() { | ||
data.extend_from_slice(p.buffer().data()); | ||
} else { | ||
break; | ||
} | ||
} | ||
data | ||
} | ||
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macro_rules! compress { | ||
($fname:ident, $codec:expr, $col_idx:expr) => { | ||
#[bench] | ||
fn $fname(bench: &mut Bencher) { | ||
lazy_static! { | ||
static ref DATA: Vec<u8> = { | ||
get_pages_bytes($col_idx) | ||
}; | ||
} | ||
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let mut codec = create_codec($codec).unwrap().unwrap(); | ||
bench.bytes = DATA.len() as u64; | ||
bench.iter(|| { | ||
let _ = codec.compress(&DATA[..]).unwrap(); | ||
}) | ||
} | ||
} | ||
} | ||
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macro_rules! decompress { | ||
($fname:ident, $codec:expr, $col_idx:expr) => { | ||
#[bench] | ||
fn $fname(bench: &mut Bencher) { | ||
lazy_static! { | ||
static ref COMPRESSED_PAGES: Vec<u8> = { | ||
let mut codec = create_codec($codec).unwrap().unwrap(); | ||
let raw_data = get_pages_bytes($col_idx); | ||
codec.compress(&raw_data[..]).unwrap() | ||
}; | ||
} | ||
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let mut codec = create_codec($codec).unwrap().unwrap(); | ||
let rg_reader = get_rg_reader(); | ||
bench.bytes = rg_reader.metadata().total_byte_size() as u64; | ||
bench.iter(|| { | ||
let mut v = Vec::new(); | ||
let _ = codec.decompress(&COMPRESSED_PAGES[..], &mut v).unwrap(); | ||
}) | ||
} | ||
} | ||
} | ||
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compress!(compress_brotli_binary, Compression::BROTLI, 0); | ||
compress!(compress_brotli_int32, Compression::BROTLI, 1); | ||
compress!(compress_brotli_int64, Compression::BROTLI, 2); | ||
compress!(compress_brotli_boolean, Compression::BROTLI, 3); | ||
compress!(compress_brotli_float, Compression::BROTLI, 4); | ||
compress!(compress_brotli_double, Compression::BROTLI, 5); | ||
compress!(compress_brotli_fixed, Compression::BROTLI, 6); | ||
compress!(compress_brotli_int96, Compression::BROTLI, 7); | ||
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compress!(compress_gzip_binary, Compression::GZIP, 0); | ||
compress!(compress_gzip_int32, Compression::GZIP, 1); | ||
compress!(compress_gzip_int64, Compression::GZIP, 2); | ||
compress!(compress_gzip_boolean, Compression::GZIP, 3); | ||
compress!(compress_gzip_float, Compression::GZIP, 4); | ||
compress!(compress_gzip_double, Compression::GZIP, 5); | ||
compress!(compress_gzip_fixed, Compression::GZIP, 6); | ||
compress!(compress_gzip_int96, Compression::GZIP, 7); | ||
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compress!(compress_snappy_binary, Compression::SNAPPY, 0); | ||
compress!(compress_snappy_int32, Compression::SNAPPY, 1); | ||
compress!(compress_snappy_int64, Compression::SNAPPY, 2); | ||
compress!(compress_snappy_boolean, Compression::SNAPPY, 3); | ||
compress!(compress_snappy_float, Compression::SNAPPY, 4); | ||
compress!(compress_snappy_double, Compression::SNAPPY, 5); | ||
compress!(compress_snappy_fixed, Compression::SNAPPY, 6); | ||
compress!(compress_snappy_int96, Compression::SNAPPY, 7); | ||
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decompress!(decompress_brotli_binary, Compression::BROTLI, 0); | ||
decompress!(decompress_brotli_int32, Compression::BROTLI, 1); | ||
decompress!(decompress_brotli_int64, Compression::BROTLI, 2); | ||
decompress!(decompress_brotli_boolean, Compression::BROTLI, 3); | ||
decompress!(decompress_brotli_float, Compression::BROTLI, 4); | ||
decompress!(decompress_brotli_double, Compression::BROTLI, 5); | ||
decompress!(decompress_brotli_fixed, Compression::BROTLI, 6); | ||
decompress!(decompress_brotli_int96, Compression::BROTLI, 7); | ||
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decompress!(decompress_gzip_binary, Compression::GZIP, 0); | ||
decompress!(decompress_gzip_int32, Compression::GZIP, 1); | ||
decompress!(decompress_gzip_int64, Compression::GZIP, 2); | ||
decompress!(decompress_gzip_boolean, Compression::GZIP, 3); | ||
decompress!(decompress_gzip_float, Compression::GZIP, 4); | ||
decompress!(decompress_gzip_double, Compression::GZIP, 5); | ||
decompress!(decompress_gzip_fixed, Compression::GZIP, 6); | ||
decompress!(decompress_gzip_int96, Compression::GZIP, 7); | ||
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decompress!(decompress_snappy_binary, Compression::SNAPPY, 0); | ||
decompress!(decompress_snappy_int32, Compression::SNAPPY, 1); | ||
decompress!(decompress_snappy_int64, Compression::SNAPPY, 2); | ||
decompress!(decompress_snappy_boolean, Compression::SNAPPY, 3); | ||
decompress!(decompress_snappy_float, Compression::SNAPPY, 4); | ||
decompress!(decompress_snappy_double, Compression::SNAPPY, 5); | ||
decompress!(decompress_snappy_fixed, Compression::SNAPPY, 6); | ||
decompress!(decompress_snappy_int96, Compression::SNAPPY, 7); |
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