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Add parquet compressor using columnify
Signed-off-by: Kenji Okimoto <[email protected]>
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require "open3" | ||
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module Fluent::Plugin | ||
class S3Output | ||
class ParquetCompressor < Compressor | ||
S3Output.register_compressor("parquet", self) | ||
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config_section :compress, multi: false do | ||
desc "parquet compression codec" | ||
config_param :parquet_compression_codec, :enum, list: [:uncompressed, :snappy, :gzip, :lzo, :brotli, :lz4, :zstd], default: :snappy | ||
desc "parquet file page size" | ||
config_param :parquet_page_size, :size, default: 8192 | ||
desc "parquet file row group size" | ||
config_param :parquet_row_group_size, :size, default: 128 * 1024 * 1024 | ||
desc "record data format type" | ||
config_param :record_type, :enum, list: [:avro, :csv, :jsonl, :msgpack, :tsv, :json], default: :msgpack | ||
desc "schema type" | ||
config_param :schema_type, :enum, list: [:avro, :bigquery], default: :avro | ||
desc "path to schema file" | ||
config_param :schema_file, :string | ||
end | ||
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def configure(conf) | ||
super | ||
check_command("columnify", "-h") | ||
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if [:lzo, :brotli, :lz4].include?@compress.parquet_compression_codec | ||
raise Fluent::ConfigError, "unsupported compression codec: #{@compress.parquet_compression_codec}" | ||
end | ||
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@parquet_compression_codec = @compress.parquet_compression_codec.to_s.upcase | ||
if @compress.record_type == :json | ||
@record_type = :jsonl | ||
else | ||
@record_type = @compress.record_type | ||
end | ||
end | ||
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def ext | ||
"parquet".freeze | ||
end | ||
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def content_type | ||
"application/octet-stream".freeze | ||
end | ||
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def compress(chunk, tmp) | ||
chunk_is_file = @buffer_type == "file" | ||
path = if chunk_is_file | ||
chunk.path | ||
else | ||
w = Tempfile.new("chunk-parquet-tmp") | ||
w.binmode | ||
chunk.write_to(w) | ||
w.close | ||
w.path | ||
end | ||
stdout, stderr, status = columnify(path, tmp.path) | ||
unless status.success? | ||
raise "failed to execute columnify command. stdout=#{stdout} stderr=#{stderr} status=#{status.inspect}" | ||
end | ||
ensure | ||
unless chunk_is_file | ||
w.close(true) rescue nil | ||
end | ||
end | ||
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private | ||
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def columnify(src_path, dst_path) | ||
Open3.capture3("columnify", | ||
"-parquetCompressionCodec", @parquet_compression_codec, | ||
"-parquetPageSize", @compress.parquet_page_size.to_s, | ||
"-parquetRowGroupSize", @compress.parquet_row_group_size.to_s, | ||
"-recordType", @record_type.to_s, | ||
"-schemaType", @compress.schema_type.to_s, | ||
"-schemaFile", @compress.schema_file, | ||
"-output", dst_path, | ||
src_path) | ||
end | ||
end | ||
end | ||
end |