| /* |
| * 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.api.jmlc; |
| |
| import java.util.HashMap; |
| import java.util.Set; |
| |
| import org.apache.sysds.api.DMLException; |
| import org.apache.sysds.runtime.controlprogram.caching.FrameObject; |
| import org.apache.sysds.runtime.controlprogram.caching.MatrixObject; |
| import org.apache.sysds.runtime.frame.data.FrameBlock; |
| import org.apache.sysds.runtime.instructions.cp.Data; |
| import org.apache.sysds.runtime.instructions.cp.ScalarObject; |
| import org.apache.sysds.runtime.matrix.data.MatrixBlock; |
| import org.apache.sysds.runtime.util.DataConverter; |
| |
| /** |
| * A ResultVariables object holds the data returned by a call |
| * to {@link PreparedScript}'s {@link PreparedScript#executeScript executeScript} |
| * method, which executes a DML/PyDML script. |
| * |
| */ |
| public class ResultVariables |
| { |
| private HashMap<String, Data> _out = null; |
| |
| public ResultVariables() { |
| _out = new HashMap<>(); |
| } |
| |
| /** |
| * Obtain the output variable names held by this ResultVariables object. |
| * |
| * @return the set of output variable names |
| */ |
| public Set<String> getVariableNames() { |
| return _out.keySet(); |
| } |
| |
| /** |
| * Obtain the number of output data held by this ResultVariables object. |
| * |
| * @return the number of output variables with data |
| */ |
| public int size() { |
| return _out.size(); |
| } |
| |
| /** |
| * Obtain the matrix represented by the given output variable. |
| * |
| * @param varname output variable name |
| * @return matrix as a two-dimensional double array |
| */ |
| public double[][] getMatrix(String varname) { |
| return DataConverter.convertToDoubleMatrix(getMatrixBlock(varname)); |
| } |
| |
| /** |
| * Obtain the matrix represented by the given output variable. |
| * Calling this method avoids unnecessary output conversions. |
| * |
| * @param varname output variable name |
| * @return matrix as matrix block |
| */ |
| public MatrixBlock getMatrixBlock(String varname) { |
| Data dat = _out.get(varname); |
| if( dat == null ) |
| throw new DMLException("Non-existent output variable: "+varname); |
| |
| //basic checks for data type |
| if( !(dat instanceof MatrixObject) ) |
| throw new DMLException("Expected matrix result '"+varname+"' not a matrix."); |
| |
| //convert output matrix to double array |
| MatrixObject mo = (MatrixObject)dat; |
| MatrixBlock mb = mo.acquireRead(); |
| mo.release(); |
| return mb; |
| } |
| |
| /** |
| * Obtain the frame represented by the given output variable. |
| * |
| * @param varname output variable name |
| * @return frame as a two-dimensional string array |
| */ |
| public String[][] getFrame(String varname) { |
| return DataConverter.convertToStringFrame(getFrameBlock(varname)); |
| } |
| |
| /** |
| * Obtain the frame represented by the given output variable. |
| * Calling this method avoids unnecessary output conversions. |
| * |
| * @param varname output variable name |
| * @return frame as a frame block |
| */ |
| public FrameBlock getFrameBlock(String varname) { |
| Data dat = _out.get(varname); |
| if( dat == null ) |
| throw new DMLException("Non-existent output variable: "+varname); |
| |
| //basic checks for data type |
| if( !(dat instanceof FrameObject) ) |
| throw new DMLException("Expected frame result '"+varname+"' not a frame."); |
| |
| //convert output matrix to double array |
| FrameObject fo = (FrameObject)dat; |
| FrameBlock fb = fo.acquireRead(); |
| fo.release(); |
| return fb; |
| } |
| |
| /** |
| * Obtain the double value represented by the given output variable. |
| * |
| * @param varname |
| * output variable name |
| * @return double value |
| */ |
| public double getDouble(String varname) { |
| return getScalarObject(varname).getDoubleValue(); |
| } |
| |
| /** |
| * Obtain the boolean value represented by the given output variable. |
| * |
| * @param varname |
| * output variable name |
| * @return boolean value |
| */ |
| public boolean getBoolean(String varname) { |
| return getScalarObject(varname).getBooleanValue(); |
| } |
| |
| /** |
| * Obtain the long value represented by the given output variable. |
| * |
| * @param varname |
| * output variable name |
| * @return long value |
| */ |
| public long getLong(String varname) { |
| return getScalarObject(varname).getLongValue(); |
| } |
| |
| /** |
| * Obtain the string value represented by the given output variable. |
| * |
| * @param varname |
| * output variable name |
| * @return string value |
| */ |
| public String getString(String varname) { |
| return getScalarObject(varname).getStringValue(); |
| } |
| |
| /** |
| * Obtain the ScalarObject represented by the given output variable. |
| * |
| * @param varname |
| * output variable name |
| * @return ScalarObject |
| */ |
| public ScalarObject getScalarObject(String varname) { |
| Data dat = _out.get(varname); |
| if( dat == null ) |
| throw new DMLException("Non-existent output variable: " + varname); |
| if (!(dat instanceof ScalarObject)) |
| throw new DMLException("Expected scalar result '" + varname + "' not a scalar."); |
| return (ScalarObject) dat; |
| } |
| |
| /** |
| * Add the output variable name and generated output data to the ResultVariable |
| * object. Called during the execution of {@link PreparedScript}'s |
| * {@link PreparedScript#executeScript executeScript} method. |
| * |
| * @param ovar output variable name |
| * @param data generated output data |
| */ |
| protected void addResult(String ovar, Data data) { |
| _out.put(ovar, data); |
| } |
| } |