All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.apache.parquet.hadoop.BdecParquetReader Maven / Gradle / Ivy

There is a newer version: 3.0.0
Show newest version
/*
 * Copyright (c) 2022 Snowflake Computing Inc. All rights reserved.
 */

package org.apache.parquet.hadoop;

import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import net.snowflake.ingest.utils.ErrorCode;
import net.snowflake.ingest.utils.SFException;
import org.apache.hadoop.conf.Configuration;
import org.apache.parquet.ParquetReadOptions;
import org.apache.parquet.hadoop.api.InitContext;
import org.apache.parquet.hadoop.api.ReadSupport;
import org.apache.parquet.io.DelegatingSeekableInputStream;
import org.apache.parquet.io.InputFile;
import org.apache.parquet.io.SeekableInputStream;
import org.apache.parquet.io.api.Binary;
import org.apache.parquet.io.api.Converter;
import org.apache.parquet.io.api.GroupConverter;
import org.apache.parquet.io.api.PrimitiveConverter;
import org.apache.parquet.io.api.RecordMaterializer;
import org.apache.parquet.schema.GroupType;
import org.apache.parquet.schema.MessageType;

/**
 * BDEC specific parquet reader.
 *
 * 

Resides in parquet package because, it uses {@link InternalParquetRecordReader} that is * package private. */ public class BdecParquetReader implements AutoCloseable { private final InternalParquetRecordReader> reader; private final ParquetFileReader fileReader; /** * @param data buffer where the data that has to be read resides. * @throws IOException */ public BdecParquetReader(byte[] data) throws IOException { ParquetReadOptions options = ParquetReadOptions.builder().build(); fileReader = ParquetFileReader.open(new BdecInputFile(data), options); reader = new InternalParquetRecordReader<>(new BdecReadSupport(), options.getRecordFilter()); reader.initialize(fileReader, options); } /** * Reads the current row, i.e. list of values. * * @return current row * @throws IOException */ public List read() throws IOException { try { return reader.nextKeyValue() ? reader.getCurrentValue() : null; } catch (InterruptedException e) { throw new IOException(e); } } /** Get the key value metadata in the file */ public Map getKeyValueMetadata() { return fileReader.getFileMetaData().getKeyValueMetaData(); } /** * Close the reader. * * @throws IOException */ @Override public void close() throws IOException { reader.close(); } /** * Reads the input data using Parquet reader and writes them using a Parquet Writer. * * @param data input data to be read first and then written with outputWriter * @param outputWriter output parquet writer */ public static void readFileIntoWriter(byte[] data, BdecParquetWriter outputWriter) { try (BdecParquetReader reader = new BdecParquetReader(data)) { for (List record = reader.read(); record != null; record = reader.read()) { outputWriter.writeRow(record); } } catch (IOException e) { throw new SFException(ErrorCode.INTERNAL_ERROR, "Failed to merge parquet files", e); } } private static class BdecInputFile implements InputFile { private final byte[] data; private BdecInputFile(byte[] data) { this.data = data; } @Override public long getLength() { return data.length; } @Override public SeekableInputStream newStream() { return new BdecSeekableInputStream(new BdecByteArrayInputStream(data)); } } private static class BdecSeekableInputStream extends DelegatingSeekableInputStream { private final BdecByteArrayInputStream stream; public BdecSeekableInputStream(BdecByteArrayInputStream stream) { super(stream); this.stream = stream; } @Override public long getPos() { return stream.getPos(); } @Override public void seek(long newPos) { stream.seek(newPos); } } private static class BdecByteArrayInputStream extends ByteArrayInputStream { public BdecByteArrayInputStream(byte[] buf) { super(buf); } long getPos() { return pos; } void seek(long newPos) { pos = (int) newPos; } } private static class BdecReadSupport extends ReadSupport> { @Override public RecordMaterializer> prepareForRead( Configuration conf, Map metaData, MessageType schema, ReadContext context) { return new BdecRecordMaterializer(schema); } @Override public ReadContext init(InitContext context) { return new ReadContext(context.getFileSchema()); } } private static class BdecRecordMaterializer extends RecordMaterializer> { public final BdecRecordConverter root; public BdecRecordMaterializer(MessageType schema) { this.root = new BdecRecordConverter(schema); } @Override public List getCurrentRecord() { return root.getCurrentRecord(); } @Override public GroupConverter getRootConverter() { return root; } } private static class BdecRecordConverter extends GroupConverter { private final Converter[] converters; private final int fieldNumber; private Object[] record; public BdecRecordConverter(GroupType schema) { this.converters = new Converter[schema.getFieldCount()]; this.fieldNumber = schema.getFields().size(); for (int i = 0; i < fieldNumber; i++) { converters[i] = new BdecPrimitiveConverter(i); } } @Override public Converter getConverter(int fieldIndex) { return converters[fieldIndex]; } List getCurrentRecord() { return Arrays.asList(record); } @Override public void start() { record = new Object[fieldNumber]; } @Override public void end() {} private class BdecPrimitiveConverter extends PrimitiveConverter { protected final int index; public BdecPrimitiveConverter(int index) { this.index = index; } @Override public void addBinary(Binary value) { record[index] = value.getBytes(); } @Override public void addBoolean(boolean value) { record[index] = value; } @Override public void addDouble(double value) { record[index] = value; } @Override public void addFloat(float value) { record[index] = value; } @Override public void addInt(int value) { record[index] = value; } @Override public void addLong(long value) { record[index] = value; } } } }