/* * 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.sysml.hops.rewrite; import java.util.ArrayList; import org.apache.sysml.hops.DataOp; import org.apache.sysml.hops.Hop; import org.apache.sysml.hops.Hop.DataOpTypes; import org.apache.sysml.hops.HopsException; import org.apache.sysml.hops.OptimizerUtils; /** * Rule: BlockSizeAndReblock. For all statement blocks, determine * "optimal" block size, and place reblock Hops. For now, we just * use BlockSize 1K x 1K and do reblock after Persistent Reads and * before Persistent Writes. */ public class RewriteInjectSparkPReadCheckpointing extends HopRewriteRule { @Override public ArrayList<Hop> rewriteHopDAGs(ArrayList<Hop> roots, ProgramRewriteStatus state) throws HopsException { if( !OptimizerUtils.isSparkExecutionMode() ) return roots; if( roots == null ) return null; //top-level hops never modified for( Hop h : roots ) rInjectCheckpointAfterPRead(h); return roots; } @Override public Hop rewriteHopDAG(Hop root, ProgramRewriteStatus state) throws HopsException { //not applicable to predicates (we do not allow persistent reads there) return root; } private void rInjectCheckpointAfterPRead( Hop hop ) throws HopsException { if(hop.isVisited()) return; // The reblocking is performed after transform, and hence checkpoint only non-transformed reads. if( (hop instanceof DataOp && ((DataOp)hop).getDataOpType()==DataOpTypes.PERSISTENTREAD && !HopRewriteUtils.hasTransformParents(hop)) || (hop.requiresReblock()) ) { //make given hop for checkpointing (w/ default storage level) //note: we do not recursively process childs here in order to prevent unnecessary checkpoints hop.setRequiresCheckpoint(true); } else { //process childs if( hop.getInput() != null ) { //process all childs (prevent concurrent modification by index access) for( int i=0; i<hop.getInput().size(); i++ ) rInjectCheckpointAfterPRead( hop.getInput().get(i) ); } } hop.setVisited(); } }