/** * (C) Copyright IBM Corp. 2010, 2015 * * 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.ibm.bi.dml.hops.rewrite; import java.util.ArrayList; import com.ibm.bi.dml.hops.Hop; import com.ibm.bi.dml.hops.HopsException; import com.ibm.bi.dml.hops.Hop.VisitStatus; import com.ibm.bi.dml.hops.UnaryOp; import com.ibm.bi.dml.parser.Expression.ValueType; /** * Rule: RemoveUnnecessaryCasts. For all value type casts check * if they are really necessary. If both cast input and output * type are the same, the cast itself is redundant. * * There are two use case where this can arise: (1) automatically * inserted casts on function inlining (in case of unknown value * types), and (2) explicit script-level value type casts, that * might be redundant according to the read input data. * * The benefit of this rewrite is negligible for scalars. However, * when we support matrices with different value types, those casts * might refer to matrices and with that incur large costs. * */ public class RewriteRemoveUnnecessaryCasts extends HopRewriteRule { @Override public ArrayList<Hop> rewriteHopDAGs(ArrayList<Hop> roots, ProgramRewriteStatus state) throws HopsException { if( roots == null ) return null; for( Hop h : roots ) rule_RemoveUnnecessaryCasts( h ); return roots; } @Override public Hop rewriteHopDAG(Hop root, ProgramRewriteStatus state) throws HopsException { if( root == null ) return root; rule_RemoveUnnecessaryCasts( root ); return root; } /** * * @param hop */ private void rule_RemoveUnnecessaryCasts( Hop hop ) { //check mark processed if( hop.getVisited() == VisitStatus.DONE ) return; //recursively process childs ArrayList<Hop> inputs = hop.getInput(); for( int i=0; i<inputs.size(); i++ ) rule_RemoveUnnecessaryCasts( inputs.get(i) ); //remove cast if unnecessary if( hop instanceof UnaryOp && HopRewriteUtils.isValueTypeCast(((UnaryOp)hop).getOp()) ) { Hop in = hop.getInput().get(0); ValueType vtIn = in.getValueType(); //type cast input ValueType vtOut = hop.getValueType(); //type cast output //if input/output types match, no need to cast if( vtIn == vtOut && vtIn != ValueType.UNKNOWN ) { ArrayList<Hop> parents = hop.getParent(); for( int i=0; i<parents.size(); i++ ) //for all parents { Hop p = parents.get(i); ArrayList<Hop> pin = p.getInput(); for( int j=0; j<pin.size(); j++ ) //for all parent childs { Hop pinj = pin.get(j); if( pinj == hop ) //found parent ref { //rehang cast input as child of cast consumer pin.remove( j ); //remove cast ref pin.add(j, in); //add ref to cast input in.getParent().remove(hop); //remove cast from cast input parents in.getParent().add( p ); //add parent to cast input parents } } } parents.clear(); } } //mark processed hop.setVisited( VisitStatus.DONE ); } }