clintropolis commented on a change in pull request #9484: Harmonization and 
bug-fixing for selector and filter behavior on unknown types.
URL: https://github.com/apache/druid/pull/9484#discussion_r389845620
 
 

 ##########
 File path: 
processing/src/main/java/org/apache/druid/segment/filter/ValueMatchers.java
 ##########
 @@ -0,0 +1,365 @@
+/*
+ * 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.druid.segment.filter;
+
+import com.google.common.base.Predicate;
+import org.apache.druid.common.config.NullHandling;
+import org.apache.druid.query.filter.DruidDoublePredicate;
+import org.apache.druid.query.filter.DruidFloatPredicate;
+import org.apache.druid.query.filter.DruidLongPredicate;
+import org.apache.druid.query.filter.DruidPredicateFactory;
+import org.apache.druid.query.filter.ValueMatcher;
+import org.apache.druid.query.monomorphicprocessing.RuntimeShapeInspector;
+import org.apache.druid.segment.BaseDoubleColumnValueSelector;
+import org.apache.druid.segment.BaseFloatColumnValueSelector;
+import org.apache.druid.segment.BaseLongColumnValueSelector;
+import org.apache.druid.segment.BaseNullableColumnValueSelector;
+import org.apache.druid.segment.DimensionDictionarySelector;
+import org.apache.druid.segment.DimensionHandlerUtils;
+import org.apache.druid.segment.DimensionSelector;
+
+import javax.annotation.Nullable;
+import java.util.Objects;
+
+/**
+ * Utility methods for creating {@link ValueMatcher} instances. Mainly used by 
{@link ConstantValueMatcherFactory}
+ * and {@link PredicateValueMatcherFactory}.
+ */
+public class ValueMatchers
+{
+  private ValueMatchers()
+  {
+    // No instantiation.
+  }
+
+  /**
+   * Creates a constant-based {@link ValueMatcher} for a string-typed selector.
+   *
+   * @param selector          column selector
+   * @param value             value to match
+   * @param hasMultipleValues whether the column selector *might* have 
multiple values
+   */
+  public static ValueMatcher makeStringValueMatcher(
+      final DimensionSelector selector,
+      final String value,
+      final boolean hasMultipleValues
+  )
+  {
+    final ValueMatcher booleanMatcher = toBooleanMatcherIfPossible(
+        selector,
+        hasMultipleValues,
+        s -> Objects.equals(s, NullHandling.emptyToNullIfNeeded(value))
+    );
+
+    if (booleanMatcher != null) {
+      return booleanMatcher;
+    } else {
+      return selector.makeValueMatcher(value);
+    }
+  }
+
+  /**
+   * Creates a predicate-based {@link ValueMatcher} for a string-typed 
selector.
+   *
+   * @param selector          column selector
+   * @param predicateFactory  predicate to match
+   * @param hasMultipleValues whether the column selector *might* have 
multiple values
+   */
+  public static ValueMatcher makeStringValueMatcher(
+      final DimensionSelector selector,
+      final DruidPredicateFactory predicateFactory,
+      final boolean hasMultipleValues
+  )
+  {
+    final Predicate<String> predicate = predicateFactory.makeStringPredicate();
+    final ValueMatcher booleanMatcher = toBooleanMatcherIfPossible(selector, 
hasMultipleValues, predicate);
+
+    if (booleanMatcher != null) {
+      return booleanMatcher;
+    } else {
+      return selector.makeValueMatcher(predicate);
+    }
+  }
+
+  /**
+   * Creates a constant-based {@link ValueMatcher} for a float-typed selector.
+   *
+   * @param selector column selector
+   * @param value    value to match
+   */
+  public static ValueMatcher makeFloatValueMatcher(
+      final BaseFloatColumnValueSelector selector,
+      final String value
+  )
+  {
+    final Float matchVal = DimensionHandlerUtils.convertObjectToFloat(value);
+    if (matchVal == null) {
+      return makeNumericNullValueMatcher(selector);
+    }
+
+    // Use "floatToIntBits" to canonicalize NaN values.
+    final int matchValIntBits = Float.floatToIntBits(matchVal);
+    return new ValueMatcher()
+    {
+      @Override
+      public boolean matches()
+      {
+        if (selector.isNull()) {
+          return false;
+        }
+        return Float.floatToIntBits(selector.getFloat()) == matchValIntBits;
+      }
+
+      @Override
+      public void inspectRuntimeShape(RuntimeShapeInspector inspector)
+      {
+        inspector.visit("selector", selector);
+      }
+    };
+  }
+
+  public static ValueMatcher makeLongValueMatcher(final 
BaseLongColumnValueSelector selector, final String value)
 
 Review comment:
   super nit: missing javadoc (since almost all the others have it)

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