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LineIO Example
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/* | |
* Copyright (C) 2015 Google Inc. | |
* | |
* 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. | |
*/ | |
import com.google.cloud.dataflow.sdk.coders.Coder; | |
import com.google.cloud.dataflow.sdk.coders.StringUtf8Coder; | |
import com.google.cloud.dataflow.sdk.io.FileBasedSource; | |
import com.google.cloud.dataflow.sdk.io.Read; | |
import com.google.cloud.dataflow.sdk.options.PipelineOptions; | |
import com.google.cloud.dataflow.sdk.util.CoderUtils; | |
import org.slf4j.Logger; | |
import org.slf4j.LoggerFactory; | |
import java.io.ByteArrayOutputStream; | |
import java.io.IOException; | |
import java.nio.ByteBuffer; | |
import java.nio.channels.ReadableByteChannel; | |
import java.nio.channels.SeekableByteChannel; | |
import java.util.NoSuchElementException; | |
/** | |
* A source that reads lines from text files. | |
* | |
* <p>As of writing, this is basically a copy from {@code FileBasedSourceTest} | |
* intended for testing dynamic work rebalancing with custom sources. | |
*/ | |
public class LineIO { | |
// Match TextIO. | |
public static Read.Bounded<String> readFilepattern(String filepattern) { | |
return Read.from(new LineSource(filepattern, 1)); | |
} | |
private static class LineSource extends FileBasedSource<String> { | |
public LineSource(String fileOrPattern, long minBundleSize) { | |
super(fileOrPattern, minBundleSize); | |
} | |
public LineSource(String filename, long minBundleSize, long startOffset, long endOffset) { | |
super(filename, minBundleSize, startOffset, endOffset); | |
} | |
@Override | |
public boolean producesSortedKeys(PipelineOptions options) throws Exception { | |
return false; | |
} | |
@Override | |
public void validate() {} | |
@Override | |
public Coder<String> getDefaultOutputCoder() { | |
return StringUtf8Coder.of(); | |
} | |
@Override | |
public FileBasedSource<String> createForSubrangeOfFile(String fileName, long start, long end) { | |
return new LineSource(fileName, getMinBundleSize(), start, end); | |
} | |
@Override | |
public FileBasedReader<String> createSingleFileReader(PipelineOptions options) { | |
return new LineReader(this); | |
} | |
} | |
/** | |
* A reader that can read lines of text from a {@link LineSource}. | |
*/ | |
private static class LineReader extends FileBasedSource.FileBasedReader<String> { | |
private static final Logger LOG = LoggerFactory.getLogger(LineReader.class); | |
private ReadableByteChannel channel = null; | |
private final byte boundary; | |
private long nextOffset = 0; | |
private long currentOffset = 0; | |
private boolean isAtSplitPoint = false; | |
private final ByteBuffer buf; | |
private static final int BUF_SIZE = 1024; | |
private String currentValue = null; | |
public LineReader(LineSource source) { | |
super(source); | |
boundary = '\n'; | |
buf = ByteBuffer.allocate(BUF_SIZE); | |
buf.flip(); | |
} | |
private int readNextLine(ByteArrayOutputStream out) throws IOException { | |
int byteCount = 0; | |
while (true) { | |
if (!buf.hasRemaining()) { | |
buf.clear(); | |
int read = channel.read(buf); | |
if (read < 0) { | |
break; | |
} | |
buf.flip(); | |
} | |
byte b = buf.get(); | |
byteCount++; | |
if (b == boundary) { | |
break; | |
} | |
out.write(b); | |
} | |
return byteCount; | |
} | |
@Override | |
protected void startReading(ReadableByteChannel channel) throws IOException { | |
this.channel = channel; | |
if (getCurrentSource().getMode() == FileBasedSource.Mode.SINGLE_FILE_OR_SUBRANGE) { | |
// If we are not at the beginning of a line, we should ignore the current line. | |
if (getCurrentSource().getStartOffset() > 0) { | |
SeekableByteChannel seekChannel = (SeekableByteChannel) channel; | |
// Start from one character back and read till we find a new line. | |
seekChannel.position(seekChannel.position() - 1); | |
nextOffset = seekChannel.position() + readNextLine(new ByteArrayOutputStream()); | |
} | |
} | |
} | |
@Override | |
protected boolean readNextRecord() throws IOException { | |
currentOffset = nextOffset; | |
ByteArrayOutputStream buf = new ByteArrayOutputStream(); | |
int offsetAdjustment = readNextLine(buf); | |
if (offsetAdjustment == 0) { | |
// EOF | |
return false; | |
} | |
nextOffset += offsetAdjustment; | |
isAtSplitPoint = true; | |
currentValue = CoderUtils.decodeFromByteArray(StringUtf8Coder.of(), buf.toByteArray()); | |
return true; | |
} | |
@Override | |
protected boolean isAtSplitPoint() { | |
return isAtSplitPoint; | |
} | |
@Override | |
protected long getCurrentOffset() { | |
return currentOffset; | |
} | |
@Override | |
public String getCurrent() throws NoSuchElementException { | |
return currentValue; | |
} | |
} | |
} |
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Fine to share for now, obviously needs commenting and cleanup before we import it to SDK.