| /* |
| * 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.solr.client.solrj.io.eval; |
| |
| import java.io.IOException; |
| import java.util.List; |
| import java.util.Locale; |
| |
| import org.apache.commons.math3.stat.inference.TTest; |
| import org.apache.solr.client.solrj.io.Tuple; |
| import org.apache.solr.client.solrj.io.stream.expr.StreamExpression; |
| import org.apache.solr.client.solrj.io.stream.expr.StreamFactory; |
| import org.apache.solr.common.params.StreamParams; |
| |
| public class PairedTTestEvaluator extends RecursiveNumericListEvaluator implements TwoValueWorker { |
| protected static final long serialVersionUID = 1L; |
| |
| public PairedTTestEvaluator(StreamExpression expression, StreamFactory factory) throws IOException{ |
| super(expression, factory); |
| |
| if(containedEvaluators.size() != 2){ |
| throw new IOException(String.format(Locale.ROOT,"Invalid expression %s - expecting two parameters but found %d",expression,containedEvaluators.size())); |
| } |
| } |
| |
| @Override |
| public Object doWork(Object value1, Object value2) throws IOException { |
| |
| TTest tTest = new TTest(); |
| Tuple tuple = new Tuple(); |
| if(value1 instanceof List) { |
| @SuppressWarnings({"unchecked"}) |
| List<Number> values1 = (List<Number>)value1; |
| double[] samples1 = new double[values1.size()]; |
| |
| for(int i=0; i< samples1.length; i++) { |
| samples1[i] = values1.get(i).doubleValue(); |
| } |
| |
| if(value2 instanceof List) { |
| @SuppressWarnings({"unchecked"}) |
| List<Number> values2 = (List<Number>) value2; |
| double[] samples2 = new double[values2.size()]; |
| |
| for (int i = 0; i < samples2.length; i++) { |
| samples2[i] = values2.get(i).doubleValue(); |
| } |
| |
| double tstat = tTest.pairedT(samples1, samples2); |
| double pval = tTest.pairedTTest(samples1, samples2); |
| tuple.put("t-statistic", tstat); |
| tuple.put(StreamParams.P_VALUE, pval); |
| return tuple; |
| } else { |
| throw new IOException("Second parameter for pairedTtest must be a double array"); |
| } |
| } else { |
| throw new IOException("First parameter for pairedTtest must be a double array"); |
| } |
| } |
| } |