cpoerschke commented on a change in pull request #123:
URL: https://github.com/apache/solr/pull/123#discussion_r638763122



##########
File path: 
solr/contrib/ltr/src/java/org/apache/solr/ltr/feature/FieldValueFeature.java
##########
@@ -146,5 +201,137 @@ public float getMaxScore(int upTo) throws IOException {
         return Float.POSITIVE_INFINITY;
       }
     }
+
+    /**
+     * A FeatureScorer that reads the numeric docValues for a field
+     */
+    public final class NumericDocValuesFieldValueFeatureScorer extends 
FeatureScorer {
+      private final NumericDocValues docValues;
+      private final NumberType numberType;
+
+      public NumericDocValuesFieldValueFeatureScorer(final FeatureWeight 
weight, final LeafReaderContext context,
+                                              final DocIdSetIterator itr, 
final NumberType numberType) {
+        super(weight, itr);
+        this.numberType = numberType;
+
+        NumericDocValues docValues;
+        try {
+          docValues = DocValues.getNumeric(context.reader(), field);
+        } catch (IOException e) {
+          throw new IllegalArgumentException("Could not read numeric docValues 
for field " + field);
+        }
+        this.docValues = docValues;
+      }
+
+      @Override
+      public float score() throws IOException {
+        if (docValues.advanceExact(itr.docID())) {
+          return readNumericDocValues();
+        }
+        return FieldValueFeature.this.getDefaultValue();
+      }
+
+      /**
+       * Read the numeric value for a field and convert the different number 
types to float.
+       *
+       * @return The numeric value that the docValues contain for the current 
document
+       * @throws IOException if docValues cannot be read
+       */
+      private float readNumericDocValues() throws IOException {
+        if (NumberType.FLOAT.equals(numberType)) {
+          // convert float value that was stored as long back to float
+          return Float.intBitsToFloat((int) docValues.longValue());
+        } else if (NumberType.DOUBLE.equals(numberType)) {
+          // handle double value conversion
+          return (float) Double.longBitsToDouble(docValues.longValue());
+        }
+        // just take the long value
+        return docValues.longValue();
+      }

Review comment:
       Somewhat strangely so perhaps the use of `DATE` fields "just works" for 
both the existing stored and the new docValues implementations. I've added a 
`TestFieldValueFeature.testThatDateValuesAreCorrectlyParsed` test to 
demonstrate that and so then no need to change the implementation here.




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