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Posted to commits@pinot.apache.org by GitBox <gi...@apache.org> on 2021/11/05 13:11:30 UTC

[GitHub] [pinot] richardstartin opened a new pull request #7709: inline binary comparison ops to prevent function call overhead

richardstartin opened a new pull request #7709:
URL: https://github.com/apache/pinot/pull/7709


   ## Description
   
   In a CPU bound load test where there are at least 3 binary operations in play, nearly 10% of the time on the server is spent evaluating `BinaryOperatorTransformFunction.getBinaryFuncResult`, because the call is virtual. 
   
   <img width="1148" alt="Screenshot 2021-11-05 at 13 08 48" src="https://user-images.githubusercontent.com/16439049/140515238-e487b5c5-45d2-41bc-b01c-66a1ad46c2c7.png">
   
   This moves the very simple overrides into the base class, and leaves the individual classes in place for the sake of the registration mechanism alone.
   
   
   ## Upgrade Notes
   Does this PR prevent a zero down-time upgrade? (Assume upgrade order: Controller, Broker, Server, Minion)
   * [ ] Yes (Please label as **<code>backward-incompat</code>**, and complete the section below on Release Notes)
   
   Does this PR fix a zero-downtime upgrade introduced earlier?
   * [ ] Yes (Please label this as **<code>backward-incompat</code>**, and complete the section below on Release Notes)
   
   Does this PR otherwise need attention when creating release notes? Things to consider:
   - New configuration options
   - Deprecation of configurations
   - Signature changes to public methods/interfaces
   - New plugins added or old plugins removed
   * [ ] Yes (Please label this PR as **<code>release-notes</code>** and complete the section on Release Notes)
   ## Release Notes
   <!-- If you have tagged this as either backward-incompat or release-notes,
   you MUST add text here that you would like to see appear in release notes of the
   next release. -->
   
   <!-- If you have a series of commits adding or enabling a feature, then
   add this section only in final commit that marks the feature completed.
   Refer to earlier release notes to see examples of text.
   -->
   ## Documentation
   <!-- If you have introduced a new feature or configuration, please add it to the documentation as well.
   See https://docs.pinot.apache.org/developers/developers-and-contributors/update-document
   -->
   


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[GitHub] [pinot] Jackie-Jiang commented on a change in pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang commented on a change in pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#discussion_r744013132



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, int[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, long[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(BigDecimal.valueOf(rightValues[i])));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Float.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(BigDecimal.valueOf(rightValues[i])));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
     }
   }
 
   private int getIntResult(int comparisonResult) {
     return getBinaryFuncResult(comparisonResult) ? 1 : 0;
   }
 
-  protected abstract boolean getBinaryFuncResult(int comparisonResult);
+  private boolean getBinaryFuncResult(int comparisonResult) {
+    switch (_op) {
+      case EQUALS:
+        return comparisonResult == 0;
+      case GREATER_THAN_OR_EQUAL:
+        return comparisonResult >= 0;
+      case GREATER_THAN:
+        return comparisonResult > 0;
+      case LESS_THAN:
+        return comparisonResult < 0;
+      case LESS_THAN_OR_EQUAL:
+        return comparisonResult <= 0;
+      case NOT_EQUAL:
+        return comparisonResult != 0;
+      default:
+        assert false;

Review comment:
       Throw exception?

##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));

Review comment:
       Avoid creating the object
   ```suggestion
         _results[i] = getIntResult(ByteArray.compare(leftBytesValues[i], rightBytesValues[i]));
   ```

##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, int[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, long[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));

Review comment:
       Same here

##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, int[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, long[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));

Review comment:
       We should use `BigDecimal` for this comparison




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[GitHub] [pinot] Jackie-Jiang merged pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang merged pull request #7709:
URL: https://github.com/apache/pinot/pull/7709


   


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[GitHub] [pinot] codecov-commenter commented on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#7709](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (c5a35d5) into [master](https://codecov.io/gh/apache/pinot/commit/e80198db7f71f6c043e4ffc728d6cfce6eb9b729?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e80198d) will **decrease** coverage by `42.21%`.
   > The diff coverage is `62.19%`.
   
   > :exclamation: Current head c5a35d5 differs from pull request most recent head b8fc135. Consider uploading reports for the commit b8fc135 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   29.28%   -42.22%     
   =============================================
     Files          1581     1572        -9     
     Lines         80400    80092      -308     
     Branches      11943    11920       -23     
   =============================================
   - Hits          57486    23451    -34035     
   - Misses        19026    54577    +35551     
   + Partials       3888     2064     -1824     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `29.28% <62.19%> (+0.21%)` | :arrow_up: |
   | integration2 | `?` | |
   | unittests1 | `?` | |
   | unittests2 | `?` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [.../pinot/common/utils/ClientSSLContextGenerator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvQ2xpZW50U1NMQ29udGV4dEdlbmVyYXRvci5qYXZh) | `0.00% <0.00%> (-31.04%)` | :arrow_down: |
   | [...reaming/StreamingSelectionOnlyCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seUNvbWJpbmVPcGVyYXRvci5qYXZh) | `0.00% <0.00%> (-71.12%)` | :arrow_down: |
   | [...rg/apache/pinot/common/utils/helix/TableCache.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvaGVsaXgvVGFibGVDYWNoZS5qYXZh) | `80.58% <62.50%> (-2.13%)` | :arrow_down: |
   | [...e/pinot/common/utils/FileUploadDownloadClient.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvRmlsZVVwbG9hZERvd25sb2FkQ2xpZW50LmphdmE=) | `53.16% <66.66%> (-13.79%)` | :arrow_down: |
   | [.../core/operator/combine/GroupByCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9jb21iaW5lL0dyb3VwQnlDb21iaW5lT3BlcmF0b3IuamF2YQ==) | `75.00% <68.00%> (-4.37%)` | :arrow_down: |
   | [...form/function/BinaryOperatorTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vQmluYXJ5T3BlcmF0b3JUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `27.93% <77.77%> (-4.31%)` | :arrow_down: |
   | [...or/transform/function/EqualsTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vRXF1YWxzVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [.../function/GreaterThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [...ansform/function/GreaterThanTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5UcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `100.00% <100.00%> (ø)` | |
   | [...orm/function/LessThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTGVzc1RoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | ... and [1123 more](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [e80198d...b8fc135](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#7709](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3c64aa) into [master](https://codecov.io/gh/apache/pinot/commit/e80198db7f71f6c043e4ffc728d6cfce6eb9b729?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e80198d) will **decrease** coverage by `35.17%`.
   > The diff coverage is `32.42%`.
   
   > :exclamation: Current head a3c64aa differs from pull request most recent head 0009a1a. Consider uploading reports for the commit 0009a1a to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   36.32%   -35.18%     
   + Complexity     4030       80     -3950     
   =============================================
     Files          1581     1581               
     Lines         80400    80487       +87     
     Branches      11943    11959       +16     
   =============================================
   - Hits          57486    29236    -28250     
   - Misses        19026    48921    +29895     
   + Partials       3888     2330     -1558     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `27.65% <32.42%> (+0.05%)` | :arrow_up: |
   | unittests1 | `?` | |
   | unittests2 | `14.54% <0.00%> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [.../pinot/common/utils/ClientSSLContextGenerator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvQ2xpZW50U1NMQ29udGV4dEdlbmVyYXRvci5qYXZh) | `0.00% <0.00%> (-31.04%)` | :arrow_down: |
   | [...form/function/BinaryOperatorTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vQmluYXJ5T3BlcmF0b3JUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `26.99% <23.38%> (-5.25%)` | :arrow_down: |
   | [...reaming/StreamingSelectionOnlyCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seUNvbWJpbmVPcGVyYXRvci5qYXZh) | `65.30% <41.66%> (-5.81%)` | :arrow_down: |
   | [...rg/apache/pinot/common/utils/helix/TableCache.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvaGVsaXgvVGFibGVDYWNoZS5qYXZh) | `81.76% <62.50%> (-0.96%)` | :arrow_down: |
   | [.../core/operator/combine/GroupByCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9jb21iaW5lL0dyb3VwQnlDb21iaW5lT3BlcmF0b3IuamF2YQ==) | `75.00% <68.00%> (-4.37%)` | :arrow_down: |
   | [...e/pinot/common/utils/FileUploadDownloadClient.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvRmlsZVVwbG9hZERvd25sb2FkQ2xpZW50LmphdmE=) | `54.00% <100.00%> (-12.95%)` | :arrow_down: |
   | [...or/transform/function/EqualsTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vRXF1YWxzVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [.../function/GreaterThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [...ansform/function/GreaterThanTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5UcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `100.00% <100.00%> (ø)` | |
   | [...orm/function/LessThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTGVzc1RoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | ... and [950 more](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [e80198d...0009a1a](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [pinot] richardstartin commented on a change in pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#discussion_r744128459



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, int[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, long[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));

Review comment:
       I don't think this is necessary. `BigDecimal` is ridiculously expensive. Do you have a particular case in mind?




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[GitHub] [pinot] codecov-commenter commented on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#7709](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (c5a35d5) into [master](https://codecov.io/gh/apache/pinot/commit/e80198db7f71f6c043e4ffc728d6cfce6eb9b729?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e80198d) will **decrease** coverage by `42.21%`.
   > The diff coverage is `62.19%`.
   
   > :exclamation: Current head c5a35d5 differs from pull request most recent head b8fc135. Consider uploading reports for the commit b8fc135 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   29.28%   -42.22%     
   =============================================
     Files          1581     1572        -9     
     Lines         80400    80092      -308     
     Branches      11943    11920       -23     
   =============================================
   - Hits          57486    23451    -34035     
   - Misses        19026    54577    +35551     
   + Partials       3888     2064     -1824     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `29.28% <62.19%> (+0.21%)` | :arrow_up: |
   | integration2 | `?` | |
   | unittests1 | `?` | |
   | unittests2 | `?` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [.../pinot/common/utils/ClientSSLContextGenerator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvQ2xpZW50U1NMQ29udGV4dEdlbmVyYXRvci5qYXZh) | `0.00% <0.00%> (-31.04%)` | :arrow_down: |
   | [...reaming/StreamingSelectionOnlyCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seUNvbWJpbmVPcGVyYXRvci5qYXZh) | `0.00% <0.00%> (-71.12%)` | :arrow_down: |
   | [...rg/apache/pinot/common/utils/helix/TableCache.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvaGVsaXgvVGFibGVDYWNoZS5qYXZh) | `80.58% <62.50%> (-2.13%)` | :arrow_down: |
   | [...e/pinot/common/utils/FileUploadDownloadClient.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvRmlsZVVwbG9hZERvd25sb2FkQ2xpZW50LmphdmE=) | `53.16% <66.66%> (-13.79%)` | :arrow_down: |
   | [.../core/operator/combine/GroupByCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9jb21iaW5lL0dyb3VwQnlDb21iaW5lT3BlcmF0b3IuamF2YQ==) | `75.00% <68.00%> (-4.37%)` | :arrow_down: |
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[GitHub] [pinot] richardstartin commented on a change in pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#discussion_r744721278



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, int[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, long[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));

Review comment:
       I assume you are concerned about inexact translation to `double` - we now avoid converting to `BigDecimal` if the absolute value of the `long` is smaller than 2^53.




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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


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   > The diff coverage is `30.56%`.
   
   > :exclamation: Current head 8d1fc98 differs from pull request most recent head 036ec26. Consider uploading reports for the commit 036ec26 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   29.24%   -42.26%     
   =============================================
     Files          1581     1572        -9     
     Lines         80400    80190      -210     
     Branches      11943    11924       -19     
   =============================================
   - Hits          57486    23448    -34038     
   - Misses        19026    54670    +35644     
   + Partials       3888     2072     -1816     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `29.24% <30.56%> (+0.17%)` | :arrow_up: |
   | integration2 | `?` | |
   | unittests1 | `?` | |
   | unittests2 | `?` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [.../pinot/common/utils/ClientSSLContextGenerator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvQ2xpZW50U1NMQ29udGV4dEdlbmVyYXRvci5qYXZh) | `0.00% <0.00%> (-31.04%)` | :arrow_down: |
   | [...e/pinot/controller/helix/SegmentStatusChecker.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29udHJvbGxlci9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29udHJvbGxlci9oZWxpeC9TZWdtZW50U3RhdHVzQ2hlY2tlci5qYXZh) | `71.12% <0.00%> (-18.19%)` | :arrow_down: |
   | [...ller/validation/OfflineSegmentIntervalChecker.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29udHJvbGxlci9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29udHJvbGxlci92YWxpZGF0aW9uL09mZmxpbmVTZWdtZW50SW50ZXJ2YWxDaGVja2VyLmphdmE=) | `76.40% <0.00%> (-9.68%)` | :arrow_down: |
   | [...r/validation/RealtimeSegmentValidationManager.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29udHJvbGxlci9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29udHJvbGxlci92YWxpZGF0aW9uL1JlYWx0aW1lU2VnbWVudFZhbGlkYXRpb25NYW5hZ2VyLmphdmE=) | `72.85% <0.00%> (-8.40%)` | :arrow_down: |
   | [...reaming/StreamingSelectionOnlyCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seUNvbWJpbmVPcGVyYXRvci5qYXZh) | `0.00% <0.00%> (-71.12%)` | :arrow_down: |
   | [...ment/creator/impl/SegmentColumnarIndexCreator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC9zZWdtZW50L2NyZWF0b3IvaW1wbC9TZWdtZW50Q29sdW1uYXJJbmRleENyZWF0b3IuamF2YQ==) | `0.00% <0.00%> (-84.55%)` | :arrow_down: |
   | [...ot/segment/spi/creator/SegmentGeneratorConfig.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3Qtc2VnbWVudC1zcGkvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL3Bpbm90L3NlZ21lbnQvc3BpL2NyZWF0b3IvU2VnbWVudEdlbmVyYXRvckNvbmZpZy5qYXZh) | `0.00% <0.00%> (-82.68%)` | :arrow_down: |
   | [...elix/core/periodictask/ControllerPeriodicTask.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29udHJvbGxlci9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29udHJvbGxlci9oZWxpeC9jb3JlL3BlcmlvZGljdGFzay9Db250cm9sbGVyUGVyaW9kaWNUYXNrLmphdmE=) | `67.27% <20.00%> (-8.73%)` | :arrow_down: |
   | [...form/function/BinaryOperatorTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vQmluYXJ5T3BlcmF0b3JUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `27.23% <23.50%> (-5.01%)` | :arrow_down: |
   | [...rg/apache/pinot/common/utils/helix/TableCache.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvaGVsaXgvVGFibGVDYWNoZS5qYXZh) | `80.58% <62.50%> (-2.13%)` | :arrow_down: |
   | ... and [1129 more](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [e80198d...036ec26](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#7709](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3c64aa) into [master](https://codecov.io/gh/apache/pinot/commit/e80198db7f71f6c043e4ffc728d6cfce6eb9b729?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e80198d) will **decrease** coverage by `35.17%`.
   > The diff coverage is `32.42%`.
   
   > :exclamation: Current head a3c64aa differs from pull request most recent head 0009a1a. Consider uploading reports for the commit 0009a1a to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   36.32%   -35.18%     
   + Complexity     4030       80     -3950     
   =============================================
     Files          1581     1581               
     Lines         80400    80487       +87     
     Branches      11943    11959       +16     
   =============================================
   - Hits          57486    29236    -28250     
   - Misses        19026    48921    +29895     
   + Partials       3888     2330     -1558     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `27.65% <32.42%> (+0.05%)` | :arrow_up: |
   | unittests1 | `?` | |
   | unittests2 | `14.54% <0.00%> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [.../pinot/common/utils/ClientSSLContextGenerator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvQ2xpZW50U1NMQ29udGV4dEdlbmVyYXRvci5qYXZh) | `0.00% <0.00%> (-31.04%)` | :arrow_down: |
   | [...form/function/BinaryOperatorTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vQmluYXJ5T3BlcmF0b3JUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `26.99% <23.38%> (-5.25%)` | :arrow_down: |
   | [...reaming/StreamingSelectionOnlyCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seUNvbWJpbmVPcGVyYXRvci5qYXZh) | `65.30% <41.66%> (-5.81%)` | :arrow_down: |
   | [...rg/apache/pinot/common/utils/helix/TableCache.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvaGVsaXgvVGFibGVDYWNoZS5qYXZh) | `81.76% <62.50%> (-0.96%)` | :arrow_down: |
   | [.../core/operator/combine/GroupByCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9jb21iaW5lL0dyb3VwQnlDb21iaW5lT3BlcmF0b3IuamF2YQ==) | `75.00% <68.00%> (-4.37%)` | :arrow_down: |
   | [...e/pinot/common/utils/FileUploadDownloadClient.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvRmlsZVVwbG9hZERvd25sb2FkQ2xpZW50LmphdmE=) | `54.00% <100.00%> (-12.95%)` | :arrow_down: |
   | [...or/transform/function/EqualsTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vRXF1YWxzVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [.../function/GreaterThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [...ansform/function/GreaterThanTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5UcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `100.00% <100.00%> (ø)` | |
   | [...orm/function/LessThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTGVzc1RoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | ... and [950 more](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [e80198d...0009a1a](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#7709](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (036ec26) into [master](https://codecov.io/gh/apache/pinot/commit/e80198db7f71f6c043e4ffc728d6cfce6eb9b729?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e80198d) will **decrease** coverage by `43.74%`.
   > The diff coverage is `25.72%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   27.75%   -43.75%     
   =============================================
     Files          1581     1572        -9     
     Lines         80400    80190      -210     
     Branches      11943    11924       -19     
   =============================================
   - Hits          57486    22260    -35226     
   - Misses        19026    55912    +36886     
   + Partials       3888     2018     -1870     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `27.75% <25.72%> (+0.16%)` | :arrow_up: |
   | unittests1 | `?` | |
   | unittests2 | `?` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [...form/function/BinaryOperatorTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vQmluYXJ5T3BlcmF0b3JUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `27.23% <23.50%> (-5.01%)` | :arrow_down: |
   | [...or/transform/function/EqualsTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vRXF1YWxzVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [.../function/GreaterThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [...ansform/function/GreaterThanTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5UcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `100.00% <100.00%> (ø)` | |
   | [...orm/function/LessThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTGVzc1RoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [.../transform/function/LessThanTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTGVzc1RoYW5UcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `100.00% <100.00%> (ø)` | |
   | [...transform/function/NotEqualsTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTm90RXF1YWxzVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [...c/main/java/org/apache/pinot/common/tier/Tier.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdGllci9UaWVyLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQm9vbGVhblV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9NZXRyaWNGaWVsZFNwZWMuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1128 more](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [e80198d...036ec26](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#7709](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3c64aa) into [master](https://codecov.io/gh/apache/pinot/commit/e80198db7f71f6c043e4ffc728d6cfce6eb9b729?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e80198d) will **decrease** coverage by `35.17%`.
   > The diff coverage is `32.42%`.
   
   > :exclamation: Current head a3c64aa differs from pull request most recent head 0009a1a. Consider uploading reports for the commit 0009a1a to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7709/graphs/tree.svg?width=650&height=150&src=pr&token=4ibza2ugkz&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@              Coverage Diff              @@
   ##             master    #7709       +/-   ##
   =============================================
   - Coverage     71.50%   36.32%   -35.18%     
   + Complexity     4030       80     -3950     
   =============================================
     Files          1581     1581               
     Lines         80400    80487       +87     
     Branches      11943    11959       +16     
   =============================================
   - Hits          57486    29236    -28250     
   - Misses        19026    48921    +29895     
   + Partials       3888     2330     -1558     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `27.65% <32.42%> (+0.05%)` | :arrow_up: |
   | unittests1 | `?` | |
   | unittests2 | `14.54% <0.00%> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [.../pinot/common/utils/ClientSSLContextGenerator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvQ2xpZW50U1NMQ29udGV4dEdlbmVyYXRvci5qYXZh) | `0.00% <0.00%> (-31.04%)` | :arrow_down: |
   | [...form/function/BinaryOperatorTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vQmluYXJ5T3BlcmF0b3JUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `26.99% <23.38%> (-5.25%)` | :arrow_down: |
   | [...reaming/StreamingSelectionOnlyCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seUNvbWJpbmVPcGVyYXRvci5qYXZh) | `65.30% <41.66%> (-5.81%)` | :arrow_down: |
   | [...rg/apache/pinot/common/utils/helix/TableCache.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvaGVsaXgvVGFibGVDYWNoZS5qYXZh) | `81.76% <62.50%> (-0.96%)` | :arrow_down: |
   | [.../core/operator/combine/GroupByCombineOperator.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9jb21iaW5lL0dyb3VwQnlDb21iaW5lT3BlcmF0b3IuamF2YQ==) | `75.00% <68.00%> (-4.37%)` | :arrow_down: |
   | [...e/pinot/common/utils/FileUploadDownloadClient.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvRmlsZVVwbG9hZERvd25sb2FkQ2xpZW50LmphdmE=) | `54.00% <100.00%> (-12.95%)` | :arrow_down: |
   | [...or/transform/function/EqualsTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vRXF1YWxzVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [.../function/GreaterThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | [...ansform/function/GreaterThanTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vR3JlYXRlclRoYW5UcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `100.00% <100.00%> (ø)` | |
   | [...orm/function/LessThanOrEqualTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTGVzc1RoYW5PckVxdWFsVHJhbnNmb3JtRnVuY3Rpb24uamF2YQ==) | `100.00% <100.00%> (ø)` | |
   | ... and [950 more](https://codecov.io/gh/apache/pinot/pull/7709/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [e80198d...0009a1a](https://codecov.io/gh/apache/pinot/pull/7709?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [pinot] richardstartin commented on a change in pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#discussion_r744128333



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));

Review comment:
       This was lifted and shifted, but it makes sense to change it anyway.




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[GitHub] [pinot] richardstartin commented on a change in pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#discussion_r744128279



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/BinaryOperatorTransformFunction.java
##########
@@ -71,218 +113,331 @@ public TransformResultMetadata getResultMetadata() {
   }
 
   private void fillResultArray(ProjectionBlock projectionBlock) {
-    if (_results == null) {
-      _results = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
-    }
     int length = projectionBlock.getNumDocs();
+    if (_results == null || _results.length < length) {
+      _results = new int[length];
+    }
     switch (_leftStoredType) {
       case INT:
-        int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftIntValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftIntValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftIntValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultInt(projectionBlock, length);
         break;
       case LONG:
-        long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Long.compare(leftLongValues[i], rightLongValues[i]));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightFloatValues[i])));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftLongValues[i]).compareTo(BigDecimal.valueOf(rightDoubleValues[i])));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] =
-                    getIntResult(BigDecimal.valueOf(leftLongValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultLong(projectionBlock, length);
         break;
       case FLOAT:
-        float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftFloatValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Float.compare(leftFloatValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftFloatValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftFloatValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultFloat(projectionBlock, length);
         break;
       case DOUBLE:
-        double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
-        switch (_rightStoredType) {
-          case INT:
-            int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightIntValues[i]));
-            }
-            break;
-          case LONG:
-            long[] rightLongValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(
-                  BigDecimal.valueOf(leftDoubleValues[i]).compareTo(BigDecimal.valueOf(rightLongValues[i])));
-            }
-            break;
-          case FLOAT:
-            float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightFloatValues[i]));
-            }
-            break;
-          case DOUBLE:
-            double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              _results[i] = getIntResult(Double.compare(leftDoubleValues[i], rightDoubleValues[i]));
-            }
-            break;
-          case STRING:
-            String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-            for (int i = 0; i < length; i++) {
-              try {
-                _results[i] = getIntResult(
-                    BigDecimal.valueOf(leftDoubleValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
-              } catch (NumberFormatException e) {
-                _results[i] = 0;
-              }
-            }
-            break;
-          default:
-            throw new IllegalStateException(String.format(
-                "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
-                    + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
-                _rightTransformFunction.getName(), _rightStoredType));
-        }
+        fillResultDouble(projectionBlock, length);
         break;
       case STRING:
-        String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
-        String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
-        }
+        fillResultString(projectionBlock, length);
         break;
       case BYTES:
-        byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
-        byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
-        for (int i = 0; i < length; i++) {
-          _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
-        }
+        fillResultBytes(projectionBlock, length);
         break;
       // NOTE: Multi-value columns are not comparable, so we should not reach here
       default:
-        throw new IllegalStateException();
+        throw illegalState();
+    }
+  }
+
+  private void fillResultInt(ProjectionBlock projectionBlock, int length) {
+    int[] leftIntValues = _leftTransformFunction.transformToIntValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftIntValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftIntValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultLong(ProjectionBlock projectionBlock, int length) {
+    long[] leftLongValues = _leftTransformFunction.transformToLongValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftLongValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftLongValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultFloat(ProjectionBlock projectionBlock, int length) {
+    float[] leftFloatValues = _leftTransformFunction.transformToFloatValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftFloatValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private void fillResultDouble(ProjectionBlock projectionBlock, int length) {
+    double[] leftDoubleValues = _leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    switch (_rightStoredType) {
+      case INT:
+        fillIntResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case LONG:
+        fillLongResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case FLOAT:
+        fillFloatResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case DOUBLE:
+        fillDoubleResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      case STRING:
+        fillStringResultArray(projectionBlock, leftDoubleValues, length);
+        break;
+      default:
+        throw illegalState();
+    }
+  }
+
+  private IllegalStateException illegalState() {
+    throw new IllegalStateException(String.format(
+        "Unsupported data type for comparison: [Left Transform Function [%s] result type is [%s], Right "
+            + "Transform Function [%s] result type is [%s]]", _leftTransformFunction.getName(), _leftStoredType,
+        _rightTransformFunction.getName(), _rightStoredType));
+  }
+
+  private void fillResultString(ProjectionBlock projectionBlock, int length) {
+    String[] leftStringValues = _leftTransformFunction.transformToStringValuesSV(projectionBlock);
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(leftStringValues[i].compareTo(rightStringValues[i]));
+    }
+  }
+
+  private void fillResultBytes(ProjectionBlock projectionBlock, int length) {
+    byte[][] leftBytesValues = _leftTransformFunction.transformToBytesValuesSV(projectionBlock);
+    byte[][] rightBytesValues = _rightTransformFunction.transformToBytesValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult((new ByteArray(leftBytesValues[i])).compareTo(new ByteArray(rightBytesValues[i])));
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, int[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Integer.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, int[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, long[] leftIntValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftIntValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Long.compare(leftValues[i], rightValues[i]));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, long[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(BigDecimal.valueOf(rightValues[i])));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Float.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, float[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
+    }
+  }
+
+  private void fillIntResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    int[] rightIntValues = _rightTransformFunction.transformToIntValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightIntValues[i]));
+    }
+  }
+
+  private void fillLongResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    long[] rightValues = _rightTransformFunction.transformToLongValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(BigDecimal.valueOf(rightValues[i])));
+    }
+  }
+
+  private void fillFloatResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    float[] rightFloatValues = _rightTransformFunction.transformToFloatValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightFloatValues[i]));
+    }
+  }
+
+  private void fillDoubleResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    double[] rightDoubleValues = _rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _results[i] = getIntResult(Double.compare(leftValues[i], rightDoubleValues[i]));
+    }
+  }
+
+  private void fillStringResultArray(ProjectionBlock projectionBlock, double[] leftValues, int length) {
+    String[] rightStringValues = _rightTransformFunction.transformToStringValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      try {
+        _results[i] =
+            getIntResult(BigDecimal.valueOf(leftValues[i]).compareTo(new BigDecimal(rightStringValues[i])));
+      } catch (NumberFormatException e) {
+        _results[i] = 0;
+      }
     }
   }
 
   private int getIntResult(int comparisonResult) {
     return getBinaryFuncResult(comparisonResult) ? 1 : 0;
   }
 
-  protected abstract boolean getBinaryFuncResult(int comparisonResult);
+  private boolean getBinaryFuncResult(int comparisonResult) {
+    switch (_op) {
+      case EQUALS:
+        return comparisonResult == 0;
+      case GREATER_THAN_OR_EQUAL:
+        return comparisonResult >= 0;
+      case GREATER_THAN:
+        return comparisonResult > 0;
+      case LESS_THAN:
+        return comparisonResult < 0;
+      case LESS_THAN_OR_EQUAL:
+        return comparisonResult <= 0;
+      case NOT_EQUAL:
+        return comparisonResult != 0;
+      default:
+        assert false;

Review comment:
       This is impossible unless this class is edited, I don't see the point in handling it any other way. The tests will fail with an assertion error anyway.




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[GitHub] [pinot] codecov-commenter commented on pull request #7709: inline binary comparison ops to prevent function call overhead

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #7709:
URL: https://github.com/apache/pinot/pull/7709#issuecomment-961925076


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