src/main/java/org/apache/sysds/runtime/io/FrameWriterJSONLParallel.java

/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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 org.apache.sysds.runtime.io;

import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.LocalFileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.mapred.JobConf;
import org.apache.wink.json4j.JSONException;
import org.apache.sysds.common.Types.FileFormat;
import org.apache.sysds.conf.DMLConfig;
import org.apache.sysds.hops.OptimizerUtils;
import org.apache.sysds.runtime.controlprogram.parfor.stat.InfrastructureAnalyzer;
import org.apache.sysds.runtime.matrix.data.FrameBlock;
import org.apache.sysds.runtime.util.CommonThreadPool;
import org.apache.sysds.runtime.util.HDFSTool;

import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.Callable;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Future;

public class FrameWriterJSONLParallel extends FrameWriterJSONL {
	@Override
	protected void writeJSONLFrameToHDFS(Path path, JobConf jobConf, FrameBlock src,
		long rlen, long clen, Map<String, Integer> schemaMap) throws IOException, JSONException
	{
		//estimate output size and number of output blocks (min 1)
		int numPartFiles = Math.max((int)(OptimizerUtils.estimateSizeTextOutput(rlen, clen, rlen*clen,
				FileFormat.JSONL)  / InfrastructureAnalyzer.getHDFSBlockSize()), 1);

		//determine degree of parallelism
		int numThreads = OptimizerUtils.getParallelTextWriteParallelism();
		numThreads = Math.min(numThreads, numPartFiles);

		//fall back to sequential write if dop is 1 (e.g., <128MB) in order to create single file
		if( numThreads <= 1 ) {
			super.writeJSONLFrameToHDFS(path, jobConf, src, rlen, clen, schemaMap);
			return;
		}

		//create directory for concurrent tasks
		HDFSTool.createDirIfNotExistOnHDFS(path, DMLConfig.DEFAULT_SHARED_DIR_PERMISSION);
		FileSystem fileSystem = IOUtilFunctions.getFileSystem(path, jobConf);

		//create and execute tasks
		try
		{
			ExecutorService pool = CommonThreadPool.get(numThreads);
			ArrayList<WriteFileTask> tasks = new ArrayList<>();
			int blklen = (int)Math.ceil((double)rlen / numThreads);
			for(int i=0; i<numThreads & i*blklen<rlen; i++) {
				Path newPath = new Path(path, IOUtilFunctions.getPartFileName(i));
				tasks.add(new WriteFileTask(newPath, fileSystem, src, i*blklen, (int)Math.min((i+1)*blklen, rlen), schemaMap));
			}

			//wait until all tasks have been executed
			List<Future<Object>> rt = pool.invokeAll(tasks);
			pool.shutdown();

			//check for exceptions
			for( Future<Object> task : rt )
				task.get();

			// delete crc files if written to local file system
			if (fileSystem instanceof LocalFileSystem) {
				for(int i=0; i<numThreads & i*blklen<rlen; i++)
					IOUtilFunctions.deleteCrcFilesFromLocalFileSystem(fileSystem,
						new Path(path, IOUtilFunctions.getPartFileName(i)));
			}
		}
		catch (Exception e) {
			throw new IOException("Failed parallel write of JSONL output.", e);
		}
	}

	private class WriteFileTask implements Callable<Object> {
		private Path _path;
		private FileSystem _fileSystem;
		private FrameBlock _src;
		private int _lowerRowBound;
		private int _upperRowBound;
		Map<String, Integer> _schemaMap;

		public WriteFileTask(Path path,  FileSystem fileSystem, FrameBlock src,
			int lowerRowBound, int upperRowBound, Map<String, Integer> schemaMap) {
			_path = path;
			_fileSystem = fileSystem;
			_src = src;
			_lowerRowBound = lowerRowBound;
			_upperRowBound = upperRowBound;
			_schemaMap = schemaMap;
		}

		@Override
		public Object call() throws Exception {
			writeJSONLFrameToFile(_path, _fileSystem, _src, _lowerRowBound, _upperRowBound, _schemaMap );
			return null;
		}
	}
}