com.uber.hoodie.io.storage.HoodieParquetWriter Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of hoodie-client Show documentation
There is a newer version: 0.4.7
/*
 * Copyright (c) 2016 Uber Technologies, Inc. ([email protected])
 *
 * 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.
 */

package com.uber.hoodie.io.storage;

import com.uber.hoodie.avro.HoodieAvroWriteSupport;
import com.uber.hoodie.common.model.HoodieRecord;
import com.uber.hoodie.common.model.HoodieRecordPayload;
import com.uber.hoodie.common.util.HoodieAvroUtils;
import org.apache.avro.Schema;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.generic.IndexedRecord;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.parquet.hadoop.ParquetFileWriter;
import org.apache.parquet.hadoop.ParquetWriter;
import org.apache.spark.TaskContext;

import java.io.IOException;
import java.util.concurrent.atomic.AtomicLong;

/**
 * HoodieParquetWriter extends the ParquetWriter to help limit the size of underlying file.
 * Provides a way to check if the current file can take more records with the canWrite()
 *
 * @param 
 */
public class HoodieParquetWriter
    extends ParquetWriter implements HoodieStorageWriter {
    private static double STREAM_COMPRESSION_RATIO = 0.1;
    private static AtomicLong recordIndex = new AtomicLong(1);


    private final Path file;
    private final HoodieWrapperFileSystem fs;
    private final long maxFileSize;
    private final HoodieAvroWriteSupport writeSupport;
    private final String commitTime;
    private final Schema schema;


    private static Configuration registerFileSystem(Configuration conf) {
        Configuration returnConf = new Configuration(conf);
        String scheme = FileSystem.getDefaultUri(conf).getScheme();
        returnConf.set("fs." + HoodieWrapperFileSystem.getHoodieScheme(scheme) + ".impl",
            HoodieWrapperFileSystem.class.getName());
        return returnConf;
    }

    public HoodieParquetWriter(String commitTime, Path file,
        HoodieParquetConfig parquetConfig, Schema schema) throws IOException {
        super(HoodieWrapperFileSystem.convertToHoodiePath(file, parquetConfig.getHadoopConf()),
            ParquetFileWriter.Mode.CREATE, parquetConfig.getWriteSupport(),
            parquetConfig.getCompressionCodecName(), parquetConfig.getBlockSize(),
            parquetConfig.getPageSize(), parquetConfig.getPageSize(),
            ParquetWriter.DEFAULT_IS_DICTIONARY_ENABLED,
            ParquetWriter.DEFAULT_IS_VALIDATING_ENABLED, ParquetWriter.DEFAULT_WRITER_VERSION,
            registerFileSystem(parquetConfig.getHadoopConf()));
        this.file =
            HoodieWrapperFileSystem.convertToHoodiePath(file, parquetConfig.getHadoopConf());
        this.fs = (HoodieWrapperFileSystem) this.file
            .getFileSystem(registerFileSystem(parquetConfig.getHadoopConf()));
        // We cannot accurately measure the snappy compressed output file size. We are choosing a conservative 10%
        // TODO - compute this compression ratio dynamically by looking at the bytes written to the stream and the actual file size reported by HDFS
        this.maxFileSize = parquetConfig.getMaxFileSize() + Math
            .round(parquetConfig.getMaxFileSize() * STREAM_COMPRESSION_RATIO);
        this.writeSupport = parquetConfig.getWriteSupport();
        this.commitTime = commitTime;
        this.schema = schema;
    }


    @Override
    public void writeAvroWithMetadata(R avroRecord, HoodieRecord record) throws IOException {
        String seqId = HoodieRecord.generateSequenceId(commitTime, TaskContext.getPartitionId(),
                recordIndex.getAndIncrement());
        HoodieAvroUtils.addHoodieKeyToRecord((GenericRecord) avroRecord,
                record.getRecordKey(),
                record.getPartitionPath(),
                file.getName());
        HoodieAvroUtils.addCommitMetadataToRecord((GenericRecord) avroRecord, commitTime, seqId);
        super.write(avroRecord);
        writeSupport.add(record.getRecordKey());
    }

    public boolean canWrite() {
        return fs.getBytesWritten(file) < maxFileSize;
    }

    @Override public void writeAvro(String key, IndexedRecord object) throws IOException {
        super.write(object);
        writeSupport.add(key);
    }
}