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Add ParallelCountBytes #983
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googleapis:gcs-nio
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jean-philippe-martin:nio_countbytes_parallel
May 31, 2016
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167 changes: 167 additions & 0 deletions
167
gcloud-java-examples/src/main/java/com/google/cloud/examples/nio/ParallelCountBytes.java
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/* | ||
* Copyright 2016 Google Inc. All Rights Reserved. | ||
* | ||
* 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. | ||
*/ | ||
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package com.google.cloud.examples.nio; | ||
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import com.google.common.base.Stopwatch; | ||
import com.google.common.io.BaseEncoding; | ||
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import java.io.Closeable; | ||
import java.io.IOException; | ||
import java.net.URI; | ||
import java.nio.ByteBuffer; | ||
import java.nio.channels.SeekableByteChannel; | ||
import java.nio.file.Files; | ||
import java.nio.file.Path; | ||
import java.nio.file.Paths; | ||
import java.security.MessageDigest; | ||
import java.util.ArrayDeque; | ||
import java.util.Queue; | ||
import java.util.concurrent.Callable; | ||
import java.util.concurrent.ExecutorService; | ||
import java.util.concurrent.Executors; | ||
import java.util.concurrent.Future; | ||
import java.util.concurrent.TimeUnit; | ||
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/** | ||
* ParallelCountBytes will read through the whole file given as input. | ||
* | ||
* <p>This example shows how to go through all the contents of a file, | ||
* in order, using multithreaded NIO reads. | ||
* It prints a MD5 hash and reports how long it took. | ||
* | ||
* <p>See the README for compilation instructions. Run this code with | ||
* {@code target/appassembler/bin/ParallelCountBytes <file>} | ||
*/ | ||
public class ParallelCountBytes { | ||
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/** | ||
* WorkUnit holds a buffer and the instructions for what to put in it. | ||
* | ||
* <p>Use it like this: | ||
* <ol> | ||
* <li> call() | ||
* <li> the data is now in buf, you can access it directly | ||
* <li> if need more, call resetForIndex(...) and go back to the top. | ||
* <li> else, call close() | ||
* </ol> | ||
*/ | ||
private static class WorkUnit implements Callable<WorkUnit>, Closeable { | ||
public final ByteBuffer buf; | ||
final SeekableByteChannel chan; | ||
final int blockSize; | ||
int blockIndex; | ||
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public WorkUnit(SeekableByteChannel chan, int blockSize, int blockIndex) { | ||
this.chan = chan; | ||
this.buf = ByteBuffer.allocate(blockSize); | ||
this.blockSize = blockSize; | ||
this.blockIndex = blockIndex; | ||
} | ||
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@Override | ||
public WorkUnit call() throws IOException { | ||
int pos = blockSize * blockIndex; | ||
if (pos > chan.size()) { | ||
return this; | ||
} | ||
chan.position(pos); | ||
// read until buffer it is full, or EOF | ||
while (chan.read(buf) > 0) {}; | ||
return this; | ||
} | ||
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public WorkUnit resetForIndex(int blockIndex) { | ||
this.blockIndex = blockIndex; | ||
buf.flip(); | ||
return this; | ||
} | ||
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public void close() throws IOException { | ||
chan.close(); | ||
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} | ||
} | ||
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/** | ||
* See the class documentation. | ||
*/ | ||
public static void main(String[] args) throws Exception { | ||
if (args.length == 0 || args[0].equals("--help")) { | ||
help(); | ||
return; | ||
} | ||
for (String a : args) { | ||
countFile(a); | ||
} | ||
} | ||
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/** | ||
* Print the length and MD5 of the indicated file. | ||
* | ||
* <p>This uses the normal Java NIO Api, so it can take advantage of any installed | ||
* NIO Filesystem provider without any extra effort. | ||
*/ | ||
private static void countFile(String fname) throws Exception { | ||
// large buffers pay off | ||
final int bufSize = 50 * 1024 * 1024; | ||
Queue<Future<WorkUnit>> work = new ArrayDeque<>(); | ||
Path path = Paths.get(new URI(fname)); | ||
long size = Files.size(path); | ||
System.out.println(fname + ": " + size + " bytes."); | ||
int nThreads = (int) Math.ceil(size / (double) bufSize); | ||
if (nThreads > 4) nThreads = 4; | ||
System.out.println("Reading the whole file using " + nThreads + " threads..."); | ||
Stopwatch sw = Stopwatch.createStarted(); | ||
long total = 0; | ||
MessageDigest md = MessageDigest.getInstance("MD5"); | ||
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ExecutorService exec = Executors.newFixedThreadPool(nThreads); | ||
int blockIndex; | ||
for (blockIndex = 0; blockIndex < nThreads; blockIndex++) { | ||
work.add(exec.submit(new WorkUnit(Files.newByteChannel(path), bufSize, blockIndex))); | ||
} | ||
while (!work.isEmpty()) { | ||
WorkUnit full = work.remove().get(); | ||
md.update(full.buf.array(), 0, full.buf.position()); | ||
total += full.buf.position(); | ||
if (full.buf.hasRemaining()) { | ||
full.close(); | ||
} else { | ||
work.add(exec.submit(full.resetForIndex(blockIndex++))); | ||
} | ||
} | ||
exec.shutdown(); | ||
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long elapsed = sw.elapsed(TimeUnit.SECONDS); | ||
System.out.println("Read all " + total + " bytes in " + elapsed + "s. "); | ||
String hex = String.valueOf(BaseEncoding.base16().encode(md.digest())); | ||
System.out.println("The MD5 is: 0x" + hex); | ||
if (total != size) { | ||
System.out.println("Wait, this doesn't match! We saw " + total + " bytes, " | ||
+ "yet the file size is listed at " + size + " bytes."); | ||
} | ||
} | ||
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private static void help() { | ||
String[] help = | ||
{"The argument is a <path>", | ||
"and we show the length of that file." | ||
}; | ||
for (String s : help) { | ||
System.out.println(s); | ||
} | ||
} | ||
} |
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