Improve error message for ln/log with negative results in function score
This changes the error message for a negative result in a function score when using the ln modifier to suggest using ln1p or ln2p when a negative result occurs in a function score and for the log modifier to suggest using log1p or log2p. This relates to #41509
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@ -84,8 +84,14 @@ public class FieldValueFactorFunction extends ScoreFunction {
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double val = value * boostFactor;
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double result = modifier.apply(val);
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if (result < 0f) {
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throw new IllegalArgumentException("field value function must not produce negative scores, but got: [" +
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result + "] for field value: [" + value + "]");
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String message = "field value function must not produce negative scores, but got: " +
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"[" + result + "] for field value: [" + value + "]";
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if (modifier == Modifier.LN) {
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message += "; consider using ln1p or ln2p instead of ln to avoid negative scores";
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} else if (modifier == Modifier.LOG) {
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message += "; consider using log1p or log2p instead of log to avoid negative scores";
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}
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throw new IllegalArgumentException(message);
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}
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return result;
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}
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@ -72,6 +72,7 @@ import java.util.concurrent.ExecutionException;
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import static org.hamcrest.CoreMatchers.containsString;
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import static org.hamcrest.core.Is.is;
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import static org.hamcrest.core.IsEqual.equalTo;
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import static org.hamcrest.core.IsNot.not;
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public class FunctionScoreTests extends ESTestCase {
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@ -824,7 +825,6 @@ public class FunctionScoreTests extends ESTestCase {
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assertThat(exc.getMessage(), containsString("function score query returned an invalid score: " + Float.NEGATIVE_INFINITY));
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}
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public void testExceptionOnNegativeScores() {
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IndexSearcher localSearcher = new IndexSearcher(reader);
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TermQuery termQuery = new TermQuery(new Term(FIELD, "out"));
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@ -836,6 +836,34 @@ public class FunctionScoreTests extends ESTestCase {
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new FunctionScoreQuery(termQuery, fvfFunction, CombineFunction.REPLACE, null, Float.POSITIVE_INFINITY);
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IllegalArgumentException exc = expectThrows(IllegalArgumentException.class, () -> localSearcher.search(fsQuery1, 1));
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assertThat(exc.getMessage(), containsString("field value function must not produce negative scores"));
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assertThat(exc.getMessage(), not(containsString("consider using ln1p or ln2p instead of ln to avoid negative scores")));
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assertThat(exc.getMessage(), not(containsString("consider using log1p or log2p instead of log to avoid negative scores")));
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}
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public void testExceptionOnLnNegativeScores() {
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IndexSearcher localSearcher = new IndexSearcher(reader);
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TermQuery termQuery = new TermQuery(new Term(FIELD, "out"));
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// test that field_value_factor function using modifier ln throws an exception on negative scores
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FieldValueFactorFunction.Modifier modifier = FieldValueFactorFunction.Modifier.LN;
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final ScoreFunction fvfFunction = new FieldValueFactorFunction(FIELD, 0.5f, modifier, 1.0, new IndexNumericFieldDataStub());
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FunctionScoreQuery fsQuery1 =
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new FunctionScoreQuery(termQuery, fvfFunction, CombineFunction.REPLACE, null, Float.POSITIVE_INFINITY);
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IllegalArgumentException exc = expectThrows(IllegalArgumentException.class, () -> localSearcher.search(fsQuery1, 1));
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assertThat(exc.getMessage(), containsString("consider using ln1p or ln2p instead of ln to avoid negative scores"));
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}
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public void testExceptionOnLogNegativeScores() {
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IndexSearcher localSearcher = new IndexSearcher(reader);
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TermQuery termQuery = new TermQuery(new Term(FIELD, "out"));
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// test that field_value_factor function using modifier log throws an exception on negative scores
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FieldValueFactorFunction.Modifier modifier = FieldValueFactorFunction.Modifier.LOG;
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final ScoreFunction fvfFunction = new FieldValueFactorFunction(FIELD, 0.5f, modifier, 1.0, new IndexNumericFieldDataStub());
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FunctionScoreQuery fsQuery1 =
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new FunctionScoreQuery(termQuery, fvfFunction, CombineFunction.REPLACE, null, Float.POSITIVE_INFINITY);
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IllegalArgumentException exc = expectThrows(IllegalArgumentException.class, () -> localSearcher.search(fsQuery1, 1));
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assertThat(exc.getMessage(), containsString("consider using log1p or log2p instead of log to avoid negative scores"));
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}
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private static class DummyScoreFunction extends ScoreFunction {
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