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MultiFileExportBenchmark.java
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/*
* Copyright 2016-present MongoDB, 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.
*
*/
package com.mongodb.benchmark.benchmarks;
import com.mongodb.benchmark.framework.BenchmarkResult;
import com.mongodb.benchmark.framework.BenchmarkRunner;
import com.mongodb.benchmark.framework.TextBasedBenchmarkResultWriter;
import com.mongodb.client.MongoCollection;
import com.mongodb.client.MongoDatabase;
import com.mongodb.client.model.InsertManyOptions;
import org.bson.BsonDocument;
import org.bson.BsonInt32;
import org.bson.RawBsonDocument;
import org.bson.codecs.BsonDocumentCodec;
import org.bson.codecs.DecoderContext;
import org.bson.codecs.EncoderContext;
import org.bson.codecs.RawBsonDocumentCodec;
import org.bson.json.JsonReader;
import org.bson.json.JsonWriter;
import java.io.BufferedReader;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStreamWriter;
import java.io.Writer;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
public class MultiFileExportBenchmark extends AbstractMongoBenchmark {
private MongoDatabase database;
private MongoCollection<RawBsonDocument> collection;
private ExecutorService fileWritingService;
private ExecutorService documentReadingService;
private File tempDirectory;
public MultiFileExportBenchmark() {
super("LDJSON multi-file export");
}
@Override
public void setUp() throws Exception {
super.setUp();
database = client.getDatabase(DATABASE_NAME);
collection = database.getCollection(COLLECTION_NAME, RawBsonDocument.class);
database.drop();
importJsonFiles();
fileWritingService = Executors.newFixedThreadPool(FILE_WRITING_THREAD_POOL_SIZE);
documentReadingService = Executors.newFixedThreadPool(MONGODB_READING_THREAD_POOL_SIZE);
}
@Override
public void tearDown() throws Exception {
fileWritingService.shutdown();
documentReadingService.shutdown();
fileWritingService.awaitTermination(1, TimeUnit.MINUTES);
documentReadingService.awaitTermination(1, TimeUnit.MINUTES);
super.tearDown();
}
@Override
public void before() throws Exception {
super.before();
tempDirectory = Files.createTempDirectory("LDJSON_MULTI").toFile();
}
@Override
public void after() throws Exception {
for (File file : tempDirectory.listFiles()) {
file.delete();
}
tempDirectory.delete();
super.after();
}
@Override
public void run() throws Exception {
CountDownLatch latch = new CountDownLatch(100);
for (int i = 0; i < 100; i++) {
documentReadingService.submit(exportJsonFile(i, latch));
}
latch.await(1, TimeUnit.MINUTES);
}
@Override
public int getBytesPerRun() {
return 557610482;
}
private Runnable exportJsonFile(final int fileId, final CountDownLatch latch) {
return () -> {
List<RawBsonDocument> documents = collection.find(new BsonDocument("fileId", new BsonInt32(fileId)))
.batchSize(5000)
.into(new ArrayList<>(5000));
fileWritingService.submit(writeJsonFile(fileId, documents, latch));
};
}
private Runnable writeJsonFile(final int fileId, final List<RawBsonDocument> documents, final CountDownLatch latch) {
return () -> {
try {
try (Writer writer = new OutputStreamWriter(
new FileOutputStream(new File(tempDirectory, String.format("%03d", fileId) + ".txt")), StandardCharsets.UTF_8)) {
RawBsonDocumentCodec codec = new RawBsonDocumentCodec();
for (RawBsonDocument cur : documents) {
codec.encode(new JsonWriter(writer), cur, EncoderContext.builder().build());
writer.write('\n');
}
}
latch.countDown();
} catch (IOException e) {
throw new RuntimeException(e);
}
};
}
private void importJsonFiles() throws InterruptedException {
ExecutorService importService = Executors.newFixedThreadPool(FILE_READING_THREAD_POOL_SIZE);
CountDownLatch latch = new CountDownLatch(100);
for (int i = 0; i < 100; i++) {
int fileId = i;
importService.submit(() -> {
String resourcePath = "parallel/ldjson_multi/ldjson" + String.format("%03d", fileId) + ".txt";
try (BufferedReader reader = new BufferedReader(readFromRelativePath(resourcePath), 1024 * 64)) {
String json;
List<BsonDocument> documents = new ArrayList<>(1000);
while ((json = reader.readLine()) != null) {
BsonDocument document = new BsonDocumentCodec().decode(new JsonReader(json),
DecoderContext.builder().build());
document.put("fileId", new BsonInt32(fileId));
documents.add(document);
}
database.getCollection(COLLECTION_NAME, BsonDocument.class).insertMany(documents,
new InsertManyOptions().ordered(false));
latch.countDown();
} catch (IOException e) {
throw new RuntimeException(e);
}
});
}
latch.await(1, TimeUnit.MINUTES);
collection.createIndex(new BsonDocument("fileId", new BsonInt32(1)));
importService.shutdown();
importService.awaitTermination(1, TimeUnit.MINUTES);
}
public static void main(String[] args) throws Exception {
BenchmarkResult benchmarkResult = new BenchmarkRunner(new MultiFileExportBenchmark(), 0, 1).run();
new TextBasedBenchmarkResultWriter(System.out).write(benchmarkResult);
}
}