Revert "[ML] adding `baseline` field to total_feature_importance objects (#63098) (#63125)" (#63144)
This reverts commit 95242eccee
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@ -40,7 +40,6 @@ public class TotalFeatureImportance implements ToXContentObject {
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public static final ParseField IMPORTANCE = new ParseField("importance");
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public static final ParseField CLASSES = new ParseField("classes");
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public static final ParseField MEAN_MAGNITUDE = new ParseField("mean_magnitude");
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public static final ParseField BASELINE = new ParseField("baseline");
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public static final ParseField MIN = new ParseField("min");
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public static final ParseField MAX = new ParseField("max");
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@ -103,25 +102,22 @@ public class TotalFeatureImportance implements ToXContentObject {
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public static final ConstructingObjectParser<Importance, Void> PARSER = new ConstructingObjectParser<>(NAME,
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true,
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a -> new Importance((double)a[0], (double)a[1], (double)a[2], (Double)a[3]));
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a -> new Importance((double)a[0], (double)a[1], (double)a[2]));
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static {
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PARSER.declareDouble(ConstructingObjectParser.constructorArg(), MEAN_MAGNITUDE);
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PARSER.declareDouble(ConstructingObjectParser.constructorArg(), MIN);
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PARSER.declareDouble(ConstructingObjectParser.constructorArg(), MAX);
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PARSER.declareDouble(ConstructingObjectParser.optionalConstructorArg(), BASELINE);
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}
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private final double meanMagnitude;
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private final double min;
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private final double max;
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private final Double baseline;
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public Importance(double meanMagnitude, double min, double max, Double baseline) {
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public Importance(double meanMagnitude, double min, double max) {
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this.meanMagnitude = meanMagnitude;
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this.min = min;
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this.max = max;
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this.baseline = baseline;
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}
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@Override
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@ -131,13 +127,12 @@ public class TotalFeatureImportance implements ToXContentObject {
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Importance that = (Importance) o;
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return Double.compare(that.meanMagnitude, meanMagnitude) == 0 &&
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Double.compare(that.min, min) == 0 &&
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Double.compare(that.max, max) == 0 &&
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Objects.equals(that.baseline, baseline);
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Double.compare(that.max, max) == 0;
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}
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@Override
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public int hashCode() {
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return Objects.hash(meanMagnitude, min, max, baseline);
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return Objects.hash(meanMagnitude, min, max);
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}
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@Override
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@ -146,9 +141,6 @@ public class TotalFeatureImportance implements ToXContentObject {
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builder.field(MEAN_MAGNITUDE.getPreferredName(), meanMagnitude);
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builder.field(MIN.getPreferredName(), min);
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builder.field(MAX.getPreferredName(), max);
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if (baseline != null) {
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builder.field(BASELINE.getPreferredName(), baseline);
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}
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builder.endObject();
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return builder;
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}
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@ -50,11 +50,7 @@ public class TotalFeatureImportanceTests extends AbstractXContentTestCase<TotalF
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}
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private static TotalFeatureImportance.Importance randomImportance() {
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return new TotalFeatureImportance.Importance(
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randomDouble(),
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randomDouble(),
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randomDouble(),
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randomBoolean() ? null : randomDouble());
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return new TotalFeatureImportance.Importance(randomDouble(), randomDouble(), randomDouble());
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}
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@Override
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@ -35,7 +35,6 @@ public class TotalFeatureImportance implements ToXContentObject, Writeable {
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public static final ParseField MEAN_MAGNITUDE = new ParseField("mean_magnitude");
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public static final ParseField MIN = new ParseField("min");
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public static final ParseField MAX = new ParseField("max");
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public static final ParseField BASELINE = new ParseField("baseline");
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// These parsers follow the pattern that metadata is parsed leniently (to allow for enhancements), whilst config is parsed strictly
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public static final ConstructingObjectParser<TotalFeatureImportance, Void> LENIENT_PARSER = createParser(true);
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@ -125,31 +124,27 @@ public class TotalFeatureImportance implements ToXContentObject, Writeable {
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private static ConstructingObjectParser<Importance, Void> createParser(boolean ignoreUnknownFields) {
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ConstructingObjectParser<Importance, Void> parser = new ConstructingObjectParser<>(NAME,
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ignoreUnknownFields,
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a -> new Importance((double)a[0], (double)a[1], (double)a[2], (Double)a[3]));
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a -> new Importance((double)a[0], (double)a[1], (double)a[2]));
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parser.declareDouble(ConstructingObjectParser.constructorArg(), MEAN_MAGNITUDE);
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parser.declareDouble(ConstructingObjectParser.constructorArg(), MIN);
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parser.declareDouble(ConstructingObjectParser.constructorArg(), MAX);
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parser.declareDouble(ConstructingObjectParser.optionalConstructorArg(), BASELINE);
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return parser;
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}
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private final double meanMagnitude;
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private final double min;
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private final double max;
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private final Double baseline;
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public Importance(double meanMagnitude, double min, double max, Double baseline) {
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public Importance(double meanMagnitude, double min, double max) {
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this.meanMagnitude = meanMagnitude;
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this.min = min;
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this.max = max;
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this.baseline = baseline;
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}
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public Importance(StreamInput in) throws IOException {
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this.meanMagnitude = in.readDouble();
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this.min = in.readDouble();
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this.max = in.readDouble();
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this.baseline = in.readOptionalDouble();
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}
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@Override
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@ -159,13 +154,12 @@ public class TotalFeatureImportance implements ToXContentObject, Writeable {
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Importance that = (Importance) o;
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return Double.compare(that.meanMagnitude, meanMagnitude) == 0 &&
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Double.compare(that.min, min) == 0 &&
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Double.compare(that.max, max) == 0 &&
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Objects.equals(that.baseline, baseline);
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Double.compare(that.max, max) == 0;
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}
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@Override
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public int hashCode() {
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return Objects.hash(meanMagnitude, min, max, baseline);
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return Objects.hash(meanMagnitude, min, max);
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}
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@Override
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@ -173,7 +167,6 @@ public class TotalFeatureImportance implements ToXContentObject, Writeable {
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out.writeDouble(meanMagnitude);
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out.writeDouble(min);
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out.writeDouble(max);
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out.writeOptionalDouble(baseline);
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}
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@Override
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@ -186,9 +179,6 @@ public class TotalFeatureImportance implements ToXContentObject, Writeable {
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map.put(MEAN_MAGNITUDE.getPreferredName(), meanMagnitude);
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map.put(MIN.getPreferredName(), min);
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map.put(MAX.getPreferredName(), max);
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if (baseline != null) {
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map.put(BASELINE.getPreferredName(), baseline);
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}
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return map;
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}
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}
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@ -85,9 +85,6 @@
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},
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"mean_magnitude": {
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"type": "double"
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},
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"baseline": {
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"type": "double"
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}
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}
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},
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@ -108,9 +105,6 @@
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},
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"mean_magnitude": {
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"type": "double"
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},
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"baseline": {
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"type": "double"
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}
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}
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},
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@ -41,11 +41,7 @@ public class TotalFeatureImportanceTests extends AbstractBWCSerializationTestCas
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}
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private static TotalFeatureImportance.Importance randomImportance() {
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return new TotalFeatureImportance.Importance(
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randomDouble(),
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randomDouble(),
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randomDouble(),
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randomBoolean() ? null : randomDouble());
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return new TotalFeatureImportance.Importance(randomDouble(), randomDouble(), randomDouble());
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}
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@Before
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