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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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//! Binary file to rewrite parquet files. | ||
//! | ||
//! # Install | ||
//! | ||
//! `parquet-rewrite` can be installed using `cargo`: | ||
//! ``` | ||
//! cargo install parquet --features=cli | ||
//! ``` | ||
//! After this `parquet-rewrite` should be available: | ||
//! ``` | ||
//! parquet-rewrite -i XYZ.parquet -o XYZ2.parquet | ||
//! ``` | ||
//! | ||
//! The binary can also be built from the source code and run as follows: | ||
//! ``` | ||
//! cargo run --features=cli --bin parquet-rewrite -- -i XYZ.parquet -o XYZ2.parquet | ||
//! ``` | ||
use std::fs::File; | ||
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use clap::{builder::PossibleValue, Parser, ValueEnum}; | ||
use parquet::{ | ||
arrow::{arrow_reader::ParquetRecordBatchReaderBuilder, ArrowWriter}, | ||
basic::Compression, | ||
file::{ | ||
properties::{EnabledStatistics, WriterProperties, WriterVersion}, | ||
reader::FileReader, | ||
serialized_reader::SerializedFileReader, | ||
}, | ||
}; | ||
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#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, ValueEnum, Debug)] | ||
enum CompressionArgs { | ||
/// No compression. | ||
None, | ||
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/// Snappy | ||
Snappy, | ||
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/// GZip | ||
Gzip, | ||
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/// LZO | ||
Lzo, | ||
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/// Brotli | ||
Brotli, | ||
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/// LZ4 | ||
Lz4, | ||
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/// Zstd | ||
Zstd, | ||
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/// LZ4 Raw | ||
Lz4Raw, | ||
} | ||
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impl From<CompressionArgs> for Compression { | ||
fn from(value: CompressionArgs) -> Self { | ||
match value { | ||
CompressionArgs::None => Self::UNCOMPRESSED, | ||
CompressionArgs::Snappy => Self::SNAPPY, | ||
CompressionArgs::Gzip => Self::GZIP, | ||
CompressionArgs::Lzo => Self::LZO, | ||
CompressionArgs::Brotli => Self::BROTLI, | ||
CompressionArgs::Lz4 => Self::LZ4, | ||
CompressionArgs::Zstd => Self::ZSTD, | ||
CompressionArgs::Lz4Raw => Self::LZ4_RAW, | ||
} | ||
} | ||
} | ||
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#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, ValueEnum, Debug)] | ||
enum EnabledStatisticsArgs { | ||
/// Compute no statistics | ||
None, | ||
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/// Compute chunk-level statistics but not page-level | ||
Chunk, | ||
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/// Compute page-level and chunk-level statistics | ||
Page, | ||
} | ||
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impl From<EnabledStatisticsArgs> for EnabledStatistics { | ||
fn from(value: EnabledStatisticsArgs) -> Self { | ||
match value { | ||
EnabledStatisticsArgs::None => Self::None, | ||
EnabledStatisticsArgs::Chunk => Self::Chunk, | ||
EnabledStatisticsArgs::Page => Self::Page, | ||
} | ||
} | ||
} | ||
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#[derive(Clone, Copy, Debug)] | ||
enum WriterVersionArgs { | ||
Parquet1_0, | ||
Parquet2_0, | ||
} | ||
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impl ValueEnum for WriterVersionArgs { | ||
fn value_variants<'a>() -> &'a [Self] { | ||
&[Self::Parquet1_0, Self::Parquet2_0] | ||
} | ||
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fn to_possible_value(&self) -> Option<PossibleValue> { | ||
match self { | ||
WriterVersionArgs::Parquet1_0 => Some(PossibleValue::new("1.0")), | ||
WriterVersionArgs::Parquet2_0 => Some(PossibleValue::new("2.0")), | ||
} | ||
} | ||
} | ||
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impl From<WriterVersionArgs> for WriterVersion { | ||
fn from(value: WriterVersionArgs) -> Self { | ||
match value { | ||
WriterVersionArgs::Parquet1_0 => Self::PARQUET_1_0, | ||
WriterVersionArgs::Parquet2_0 => Self::PARQUET_2_0, | ||
} | ||
} | ||
} | ||
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#[derive(Debug, Parser)] | ||
#[clap(author, version, about("Read and write parquet file with potentially different settings"), long_about = None)] | ||
struct Args { | ||
/// Path to input parquet file. | ||
#[clap(short, long)] | ||
input: String, | ||
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/// Path to output parquet file. | ||
#[clap(short, long)] | ||
output: String, | ||
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/// Compression used. | ||
#[clap(long, value_enum)] | ||
compression: Option<CompressionArgs>, | ||
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/// Sets maximum number of rows in a row group. | ||
#[clap(long)] | ||
max_row_group_size: Option<usize>, | ||
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/// Sets best effort maximum number of rows in a data page. | ||
#[clap(long)] | ||
data_page_row_count_limit: Option<usize>, | ||
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/// Sets best effort maximum size of a data page in bytes. | ||
#[clap(long)] | ||
data_pagesize_limit: Option<usize>, | ||
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/// Sets max statistics size for any column. | ||
/// | ||
/// Applicable only if statistics are enabled. | ||
#[clap(long)] | ||
max_statistics_size: Option<usize>, | ||
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/// Sets best effort maximum dictionary page size, in bytes. | ||
#[clap(long)] | ||
dictionary_pagesize_limit: Option<usize>, | ||
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/// Sets whether bloom filter is enabled for any column. | ||
#[clap(long)] | ||
bloom_filter_enabled: Option<bool>, | ||
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/// Sets bloom filter false positive probability (fpp) for any column. | ||
#[clap(long)] | ||
bloom_filter_fpp: Option<f64>, | ||
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/// Sets number of distinct values (ndv) for bloom filter for any column. | ||
#[clap(long)] | ||
bloom_filter_ndv: Option<u64>, | ||
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/// Sets flag to enable/disable dictionary encoding for any column. | ||
#[clap(long)] | ||
dictionary_enabled: Option<bool>, | ||
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/// Sets flag to enable/disable statistics for any column. | ||
#[clap(long)] | ||
statistics_enabled: Option<EnabledStatisticsArgs>, | ||
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/// Sets writer version. | ||
#[clap(long)] | ||
writer_version: Option<WriterVersionArgs>, | ||
} | ||
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fn main() { | ||
let args = Args::parse(); | ||
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// read key-value metadata | ||
let parquet_reader = SerializedFileReader::new( | ||
File::open(&args.input).expect("Unable to open input file"), | ||
) | ||
.expect("Failed to create reader"); | ||
let kv_md = parquet_reader | ||
.metadata() | ||
.file_metadata() | ||
.key_value_metadata() | ||
.cloned(); | ||
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// create actual parquet reader | ||
let parquet_reader = ParquetRecordBatchReaderBuilder::try_new( | ||
File::open(args.input).expect("Unable to open input file"), | ||
) | ||
.expect("parquet open") | ||
.build() | ||
.expect("parquet open"); | ||
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let mut writer_properties_builder = | ||
WriterProperties::builder().set_key_value_metadata(kv_md); | ||
if let Some(value) = args.compression { | ||
writer_properties_builder = | ||
writer_properties_builder.set_compression(value.into()); | ||
} | ||
if let Some(value) = args.max_row_group_size { | ||
writer_properties_builder = | ||
writer_properties_builder.set_max_row_group_size(value); | ||
} | ||
if let Some(value) = args.data_page_row_count_limit { | ||
writer_properties_builder = | ||
writer_properties_builder.set_data_page_row_count_limit(value); | ||
} | ||
if let Some(value) = args.data_pagesize_limit { | ||
writer_properties_builder = | ||
writer_properties_builder.set_data_pagesize_limit(value); | ||
} | ||
if let Some(value) = args.dictionary_pagesize_limit { | ||
writer_properties_builder = | ||
writer_properties_builder.set_dictionary_pagesize_limit(value); | ||
} | ||
if let Some(value) = args.max_statistics_size { | ||
writer_properties_builder = | ||
writer_properties_builder.set_max_statistics_size(value); | ||
} | ||
if let Some(value) = args.bloom_filter_enabled { | ||
writer_properties_builder = | ||
writer_properties_builder.set_bloom_filter_enabled(value); | ||
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if value { | ||
if let Some(value) = args.bloom_filter_fpp { | ||
writer_properties_builder = | ||
writer_properties_builder.set_bloom_filter_fpp(value); | ||
} | ||
if let Some(value) = args.bloom_filter_ndv { | ||
writer_properties_builder = | ||
writer_properties_builder.set_bloom_filter_ndv(value); | ||
} | ||
} | ||
} | ||
if let Some(value) = args.dictionary_enabled { | ||
writer_properties_builder = | ||
writer_properties_builder.set_dictionary_enabled(value); | ||
} | ||
if let Some(value) = args.statistics_enabled { | ||
writer_properties_builder = | ||
writer_properties_builder.set_statistics_enabled(value.into()); | ||
} | ||
if let Some(value) = args.writer_version { | ||
writer_properties_builder = | ||
writer_properties_builder.set_writer_version(value.into()); | ||
} | ||
let writer_properties = writer_properties_builder.build(); | ||
let mut parquet_writer = None; | ||
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for maybe_batch in parquet_reader { | ||
let batch = maybe_batch.expect("reading batch"); | ||
if parquet_writer.is_none() { | ||
parquet_writer = Some( | ||
ArrowWriter::try_new( | ||
File::create(&args.output).expect("Unable to open output file"), | ||
batch.schema(), | ||
Some(writer_properties.clone()), | ||
) | ||
.unwrap(), | ||
); | ||
} | ||
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parquet_writer | ||
.as_mut() | ||
.expect("initialized") | ||
.write(&batch) | ||
.expect("writing data"); | ||
} | ||
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parquet_writer | ||
.expect("at least one batch") | ||
.close() | ||
.expect("finalizing file"); | ||
} |