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/*
* 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.instructions.cp;
import org.apache.sysds.api.DMLScript;
import org.apache.sysds.common.Types.DataType;
import org.apache.sysds.lops.Lop;
import org.apache.sysds.runtime.DMLRuntimeException;
import org.apache.sysds.runtime.controlprogram.LocalVariableMap;
import org.apache.sysds.runtime.controlprogram.caching.MatrixObject;
import org.apache.sysds.runtime.controlprogram.context.ExecutionContext;
import org.apache.sysds.runtime.instructions.CPInstructionParser;
import org.apache.sysds.runtime.instructions.Instruction;
import org.apache.sysds.runtime.instructions.fed.FEDInstructionUtils;
import org.apache.sysds.runtime.matrix.operators.Operator;
import org.apache.sysds.runtime.privacy.PrivacyPropagator;
public abstract class CPInstruction extends Instruction
{
public enum CPType {
AggregateUnary, AggregateBinary, AggregateTernary,
Unary, Binary, Ternary, Quaternary, BuiltinNary, Ctable,
MultiReturnParameterizedBuiltin, ParameterizedBuiltin, MultiReturnBuiltin,
Builtin, Reorg, Variable, FCall, Append, Rand, QSort, QPick,
MatrixIndexing, MMTSJ, PMMJ, MMChain, Reshape, Partition, Compression, SpoofFused,
StringInit, CentralMoment, Covariance, UaggOuterChain, Dnn, Sql }
protected final CPType _cptype;
protected final boolean _requiresLabelUpdate;
protected CPInstruction(CPType type, String opcode, String istr) {
this(type, null, opcode, istr);
}
protected CPInstruction(CPType type, Operator op, String opcode, String istr) {
super(op);
_cptype = type;
instString = istr;
// prepare opcode and update requirement for repeated usage
instOpcode = opcode;
_requiresLabelUpdate = super.requiresLabelUpdate();
}
@Override
public IType getType() {
return IType.CONTROL_PROGRAM;
}
public CPType getCPInstructionType() {
return _cptype;
}
@Override
public boolean requiresLabelUpdate() {
return _requiresLabelUpdate;
}
@Override
public String getGraphString() {
return getOpcode();
}
@Override
public Instruction preprocessInstruction(ExecutionContext ec) {
//default preprocess behavior (e.g., debug state, lineage)
Instruction tmp = super.preprocessInstruction(ec);
//instruction patching
if( tmp.requiresLabelUpdate() ) { //update labels only if required
//note: no exchange of updated instruction as labels might change in the general case
String updInst = updateLabels(tmp.toString(), ec.getVariables());
tmp = CPInstructionParser.parseSingleInstruction(updInst);
// Corrected lineage trace for patched instructions
if (DMLScript.LINEAGE)
ec.traceLineage(tmp);
}
//robustness federated instructions (runtime assignment)
tmp = FEDInstructionUtils.checkAndReplaceCP(tmp, ec);
tmp = PrivacyPropagator.preprocessInstruction(tmp, ec);
return tmp;
}
@Override
public abstract void processInstruction(ExecutionContext ec);
/**
* Takes a delimited string of instructions, and replaces ALL placeholder labels
* (such as ##mVar2## and ##Var5##) in ALL instructions.
*
* @param instList instruction list as string
* @param labelValueMapping local variable map
* @return instruction list after replacement
*/
public static String updateLabels (String instList, LocalVariableMap labelValueMapping) {
if ( !instList.contains(Lop.VARIABLE_NAME_PLACEHOLDER) )
return instList;
StringBuilder updateInstList = new StringBuilder();
String[] ilist = instList.split(Lop.INSTRUCTION_DELIMITOR);
for ( int i=0; i < ilist.length; i++ ) {
if ( i > 0 )
updateInstList.append(Lop.INSTRUCTION_DELIMITOR);
updateInstList.append( updateInstLabels(ilist[i], labelValueMapping));
}
return updateInstList.toString();
}
/**
* Replaces ALL placeholder strings (such as ##mVar2## and ##Var5##) in a single instruction.
*
* @param inst string instruction
* @param map local variable map
* @return string instruction after replacement
*/
private static String updateInstLabels(String inst, LocalVariableMap map) {
if ( inst.contains(Lop.VARIABLE_NAME_PLACEHOLDER) ) {
int skip = Lop.VARIABLE_NAME_PLACEHOLDER.length();
while ( inst.contains(Lop.VARIABLE_NAME_PLACEHOLDER) ) {
int startLoc = inst.indexOf(Lop.VARIABLE_NAME_PLACEHOLDER)+skip;
String varName = inst.substring(startLoc, inst.indexOf(Lop.VARIABLE_NAME_PLACEHOLDER, startLoc));
String replacement = getVarNameReplacement(inst, varName, map);
inst = inst.replaceAll(Lop.VARIABLE_NAME_PLACEHOLDER + varName + Lop.VARIABLE_NAME_PLACEHOLDER, replacement);
}
}
return inst;
}
/**
* Computes the replacement string for a given variable name placeholder string
* (e.g., ##mVar2## or ##Var5##). The replacement is a HDFS filename for matrix
* variables, and is the actual value (stored in symbol table) for scalar variables.
*
* @param inst instruction
* @param varName variable name
* @param map local variable map
* @return string variable name
*/
private static String getVarNameReplacement(String inst, String varName, LocalVariableMap map) {
Data val = map.get(varName);
if (val != null) {
String replacement = null;
if (val.getDataType() == DataType.MATRIX) {
replacement = ((MatrixObject) val).getFileName();
}
if (val.getDataType() == DataType.SCALAR)
replacement = "" + ((ScalarObject) val).getStringValue();
return replacement;
} else {
throw new DMLRuntimeException("Variable (" + varName + ") in Instruction (" + inst + ") is not found in the variablemap.");
}
}
}