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Updated test resources
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@vruusmann
vruusmann committed Jun 19, 2024
1 parent 67b1d37 commit 874e6e9
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108 changes: 0 additions & 108 deletions pmml-sklearn/src/test/java/org/jpmml/sklearn/testing/BSplineTest.java
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128 changes: 128 additions & 0 deletions pmml-sklearn/src/test/java/org/jpmml/sklearn/testing/TransformerTest.java
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/*
* Copyright (c) 2020 Villu Ruusmann
*
* This file is part of JPMML-SkLearn
*
* JPMML-SkLearn is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* JPMML-SkLearn is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with JPMML-SkLearn. If not, see <http://www.gnu.org/licenses/>.
*/
package org.jpmml.sklearn.testing;

import java.util.function.Predicate;

import com.google.common.base.Equivalence;
import org.jpmml.converter.FieldNameUtil;
import org.jpmml.evaluator.EvaluatorBuilder;
import org.jpmml.evaluator.ModelEvaluatorBuilder;
import org.jpmml.evaluator.ResultField;
import org.junit.Test;
import sklearn.Estimator;

public class TransformerTest extends SkLearnEncoderBatchTest {

@Override
public SkLearnEncoderBatch createBatch(String algorithm, String dataset, Predicate<ResultField> columnFilter, Equivalence<Object> equivalence){
SkLearnEncoderBatch result = new SkLearnEncoderBatch(algorithm, dataset, columnFilter, equivalence){

@Override
public TransformerTest getArchiveBatchTest(){
return TransformerTest.this;
}

@Override
public String getSeparator(){
return "\t";
}

@Override
public EvaluatorBuilder getEvaluatorBuilder() throws Exception {
ModelEvaluatorBuilder evaluatorBuilder = (ModelEvaluatorBuilder)super.getEvaluatorBuilder();

evaluatorBuilder
.setDerivedFieldGuard(null)
.setFunctionGuard(null);

return evaluatorBuilder;
}
};

return result;
}

@Test
public void evaluateCubic2Spline() throws Exception {
evaluate("Cubic2", "Spline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateCubic3Spline() throws Exception {
evaluate("Cubic3", "Spline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateQuadratic2Spline() throws Exception {
evaluate("Quadratic2", "Spline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateQuadratic3Spline() throws Exception {
evaluate("Quadratic3", "Spline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateQuadratic4Spline() throws Exception {
evaluate("Quadratic4", "Spline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateQuadratic5Spline() throws Exception {
evaluate("Quadratic5", "Spline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateSimpleBoxCox() throws Exception {
evaluate("Plain", "BoxCox", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateStandardizedBoxCox() throws Exception {
evaluate("Standardized", "BoxCox", excludeFields(TransformerTest.predictedValue, FieldNameUtil.create("power", TransformerTest.predictedValue)));
}

@Test
public void evaluateSimpleYeoJohnson() throws Exception {
evaluate("Plain", "YeoJohnson", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateStandardizedYeoJohnson() throws Exception {
evaluate("Standardized", "YeoJohnson", excludeFields(TransformerTest.predictedValue, FieldNameUtil.create("power", TransformerTest.predictedValue)));
}

@Test
public void evaluateGaussianBSpline() throws Exception {
evaluate("Gaussian", "BSpline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateSinBSpline() throws Exception {
evaluate("Sin", "BSpline", excludeFields(TransformerTest.predictedValue));
}

@Test
public void evaluateTanhBSpline() throws Exception {
evaluate("Tanh", "BSpline", excludeFields(TransformerTest.predictedValue));
}

private static final String predictedValue = FieldNameUtil.create(Estimator.FIELD_PREDICT, "y");
}
39 changes: 0 additions & 39 deletions pmml-sklearn/src/test/resources/bspline.py
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28 changes: 28 additions & 0 deletions pmml-sklearn/src/test/resources/csv/BoxCox.csv
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13 changes: 0 additions & 13 deletions pmml-sklearn/src/test/resources/csv/Cubic2BSpline.csv
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28 changes: 28 additions & 0 deletions pmml-sklearn/src/test/resources/csv/Cubic2Spline.csv
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y bspline(predict(y), 0) bspline(predict(y), 1) bspline(predict(y), 2) bspline(predict(y), 3)
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1.0 0.0 0.16666666666666666 0.6666666666666666 0.16666666666666666
13 changes: 0 additions & 13 deletions pmml-sklearn/src/test/resources/csv/Cubic3BSpline.csv
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28 changes: 28 additions & 0 deletions pmml-sklearn/src/test/resources/csv/Cubic3Spline.csv
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y bspline(predict(y), 0) bspline(predict(y), 1) bspline(predict(y), 2) bspline(predict(y), 3) bspline(predict(y), 4)
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1.0 0.0 0.0 0.16666666666666666 0.6666666666666666 0.16666666666666666
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