org.apache.solr.client.solrj.io.eval.DerivativeEvaluator.java Source code

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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.solr.client.solrj.io.eval;

import java.io.IOException;
import java.util.Locale;

import org.apache.commons.math3.analysis.DifferentiableUnivariateFunction;
import org.apache.commons.math3.analysis.UnivariateFunction;
import org.apache.solr.client.solrj.io.stream.expr.StreamExpression;
import org.apache.solr.client.solrj.io.stream.expr.StreamFactory;

public class DerivativeEvaluator extends RecursiveObjectEvaluator implements OneValueWorker {
    protected static final long serialVersionUID = 1L;

    public DerivativeEvaluator(StreamExpression expression, StreamFactory factory) throws IOException {
        super(expression, factory);
    }

    @Override
    public Object doWork(Object value) throws IOException {
        if (null == value) {
            throw new IOException(String.format(Locale.ROOT,
                    "Invalid expression %s - null found for the first value", toExpression(constructingFactory)));
        }

        if (!(value instanceof VectorFunction)) {
            throw new IOException(String.format(Locale.ROOT,
                    "Invalid expression %s - found type %s for the first value, expecting a FunctionVector",
                    toExpression(constructingFactory), value.getClass().getSimpleName()));
        }

        VectorFunction vectorFunction = (VectorFunction) value;
        if (!(vectorFunction.getFunction() instanceof DifferentiableUnivariateFunction)) {
            throw new IOException("Cannot evaluate derivative from parameter.");
        }

        DifferentiableUnivariateFunction func = (DifferentiableUnivariateFunction) vectorFunction.getFunction();
        double[] x = (double[]) vectorFunction.getFromContext("x");
        UnivariateFunction derfunc = func.derivative();
        double[] dvalues = new double[x.length];
        for (int i = 0; i < x.length; i++) {
            dvalues[i] = derfunc.value(x[i]);
        }

        VectorFunction vf = new VectorFunction(derfunc, dvalues);
        vf.addToContext("x", x);
        vf.addToContext("y", vectorFunction.getFromContext("y"));

        return vf;
    }
}