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[GitHub] [pinot] richardstartin opened a new pull request #8139: Aggregation delay conversion to double

richardstartin opened a new pull request #8139:
URL: https://github.com/apache/pinot/pull/8139


   Aggregation function aggregate as `double` to avoid numeric overflow, but converting blocks to `double[]` too soon has two drawbacks:
   * `double[]` are larger than `float[]` and `int[]` and this may result in twice the footprint on heap when these arrays are retained by the `DataBlockCache`
   * If the values are read directly from a `ForwardIndexReader`, reading `int`/`long`/`float` values as `double` prevents autovectorization, resulting in a performance penalty.


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[GitHub] [pinot] siddharthteotia merged pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
siddharthteotia merged pull request #8139:
URL: https://github.com/apache/pinot/pull/8139


   


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


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     Branches      12602    12405     -197     
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[GitHub] [pinot] richardstartin commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r801891692



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MinAggregationFunction.java
##########
@@ -54,15 +54,47 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
-    double min = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value < min) {
-        min = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);
+    switch (blockValSet.getValueType().getStoredType()) {
+      case INT: {
+        int[] values = blockValSet.getIntValuesSV();
+        int min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
+      }
+      case LONG: {
+        long[] values = blockValSet.getLongValuesSV();
+        long min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
+      }
+      case FLOAT: {
+        float[] values = blockValSet.getFloatValuesSV();
+        float min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
+      }
+      case DOUBLE: {
+        double[] values = blockValSet.getDoubleValuesSV();
+        double min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
       }
+      default:
+        throw new IllegalStateException("Cannot compute min for non-numeric type: " + blockValSet.getValueType());

Review comment:
       this one is actually correct, but good catch for the others.




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[GitHub] [pinot] codecov-commenter edited a comment on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


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     Branches      12602    12408      -194     
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[GitHub] [pinot] codecov-commenter edited a comment on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


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   ```diff
   @@             Coverage Diff              @@
   ##             master    #8139      +/-   ##
   ============================================
   - Coverage     71.39%   71.39%   -0.01%     
     Complexity     4303     4303              
   ============================================
     Files          1624     1624              
     Lines         84198    84228      +30     
     Branches      12602    12609       +7     
   ============================================
   + Hits          60116    60133      +17     
   - Misses        19970    19990      +20     
   + Partials       4112     4105       -7     
   ```
   
   | Flag | Coverage Δ | |
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   ------
   
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   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/8139?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 [8bbf93a...1dcbe6b](https://codecov.io/gh/apache/pinot/pull/8139?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] Jackie-Jiang commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r801886101



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MinAggregationFunction.java
##########
@@ -54,15 +54,47 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
-    double min = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value < min) {
-        min = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);
+    switch (blockValSet.getValueType().getStoredType()) {
+      case INT: {
+        int[] values = blockValSet.getIntValuesSV();
+        int min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
+      }
+      case LONG: {
+        long[] values = blockValSet.getLongValuesSV();
+        long min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
+      }
+      case FLOAT: {
+        float[] values = blockValSet.getFloatValuesSV();
+        float min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
+      }
+      case DOUBLE: {
+        double[] values = blockValSet.getDoubleValuesSV();
+        double min = values[0];
+        for (int i = 0; i < length & i < values.length; i++) {
+          min = Math.min(values[i], min);
+        }
+        aggregationResultHolder.setValue(Math.min(min, aggregationResultHolder.getDoubleResult()));
+        break;
       }
+      default:
+        throw new IllegalStateException("Cannot compute min for non-numeric type: " + blockValSet.getValueType());

Review comment:
       Fix the exception message to reflect the correct aggregation

##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/SumAggregationFunction.java
##########
@@ -54,10 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double sum = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      sum += valueArray[i];
+    BlockValSet blockValSet = blockValSetMap.get(_expression);
+    switch (blockValSet.getValueType().getStoredType()) {
+      case INT: {
+        int[] values = blockValSet.getIntValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      case LONG: {
+        long[] values = blockValSet.getLongValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      case FLOAT: {
+        float[] values = blockValSet.getFloatValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      case DOUBLE: {
+        double[] values = blockValSet.getDoubleValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      default:
+        throw new IllegalStateException("Cannot compute min for non-numeric type: " + blockValSet.getValueType());

Review comment:
       Fix the exception message to reflect the correct aggregation




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[GitHub] [pinot] richardstartin commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800104743



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);

Review comment:
       Regarding the switch statement, there is one per block, so it’s cost is amortised (just like all the virtual calls we do)




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[GitHub] [pinot] richardstartin commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800236400



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);

Review comment:
       @siddharthteotia I've added some rationale and numbers to the PR description, please take a look.




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[GitHub] [pinot] codecov-commenter edited a comment on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


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   > Merging [#8139](https://codecov.io/gh/apache/pinot/pull/8139?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1dcbe6b) into [master](https://codecov.io/gh/apache/pinot/commit/8bbf93aa4377dbdf597e7940670893330452b33f?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8bbf93a) will **decrease** coverage by `1.23%`.
   > The diff coverage is `89.47%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?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    #8139      +/-   ##
   ============================================
   - Coverage     71.39%   70.15%   -1.24%     
     Complexity     4303     4303              
   ============================================
     Files          1624     1624              
     Lines         84198    84228      +30     
     Branches      12602    12609       +7     
   ============================================
   - Hits          60116    59094    -1022     
   - Misses        19970    21062    +1092     
   + Partials       4112     4072      -40     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `27.59% <89.47%> (-0.09%)` | :arrow_down: |
   | unittests1 | `67.94% <42.10%> (-0.03%)` | :arrow_down: |
   | unittests2 | `14.18% <0.00%> (-0.01%)` | :arrow_down: |
   
   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/8139?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 | |
   |---|---|---|
   | [...y/aggregation/function/MaxAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9NYXhBZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `95.91% <89.47%> (-4.09%)` | :arrow_down: |
   | [...y/aggregation/function/SumAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9TdW1BZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `95.45% <89.47%> (-4.55%)` | :arrow_down: |
   | [...pinot/minion/exception/TaskCancelledException.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtbWluaW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9taW5pb24vZXhjZXB0aW9uL1Rhc2tDYW5jZWxsZWRFeGNlcHRpb24uamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...nverttorawindex/ConvertToRawIndexTaskExecutor.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtcGx1Z2lucy9waW5vdC1taW5pb24tdGFza3MvcGlub3QtbWluaW9uLWJ1aWx0aW4tdGFza3Mvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL3Bpbm90L3BsdWdpbi9taW5pb24vdGFza3MvY29udmVydHRvcmF3aW5kZXgvQ29udmVydFRvUmF3SW5kZXhUYXNrRXhlY3V0b3IuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...e/pinot/common/minion/MergeRollupTaskMetadata.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWluaW9uL01lcmdlUm9sbHVwVGFza01ldGFkYXRhLmphdmE=) | `0.00% <0.00%> (-94.74%)` | :arrow_down: |
   | [...plugin/segmentuploader/SegmentUploaderDefault.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtcGx1Z2lucy9waW5vdC1zZWdtZW50LXVwbG9hZGVyL3Bpbm90LXNlZ21lbnQtdXBsb2FkZXItZGVmYXVsdC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvcGx1Z2luL3NlZ21lbnR1cGxvYWRlci9TZWdtZW50VXBsb2FkZXJEZWZhdWx0LmphdmE=) | `0.00% <0.00%> (-87.10%)` | :arrow_down: |
   | [.../transform/function/MapValueTransformFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci90cmFuc2Zvcm0vZnVuY3Rpb24vTWFwVmFsdWVUcmFuc2Zvcm1GdW5jdGlvbi5qYXZh) | `0.00% <0.00%> (-85.30%)` | :arrow_down: |
   | [...ot/common/messages/RoutingTableRebuildMessage.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWVzc2FnZXMvUm91dGluZ1RhYmxlUmVidWlsZE1lc3NhZ2UuamF2YQ==) | `0.00% <0.00%> (-81.82%)` | :arrow_down: |
   | [...verttorawindex/ConvertToRawIndexTaskGenerator.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtcGx1Z2lucy9waW5vdC1taW5pb24tdGFza3MvcGlub3QtbWluaW9uLWJ1aWx0aW4tdGFza3Mvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL3Bpbm90L3BsdWdpbi9taW5pb24vdGFza3MvY29udmVydHRvcmF3aW5kZXgvQ29udmVydFRvUmF3SW5kZXhUYXNrR2VuZXJhdG9yLmphdmE=) | `5.45% <0.00%> (-80.00%)` | :arrow_down: |
   | [...ache/pinot/common/lineage/SegmentLineageUtils.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbGluZWFnZS9TZWdtZW50TGluZWFnZVV0aWxzLmphdmE=) | `22.22% <0.00%> (-77.78%)` | :arrow_down: |
   | ... and [108 more](https://codecov.io/gh/apache/pinot/pull/8139/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) | |
   
   ------
   
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   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/8139?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 [8bbf93a...1dcbe6b](https://codecov.io/gh/apache/pinot/pull/8139?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 #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800104197



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);

Review comment:
       You can see some numbers on #7920 (read longs as longs vs convert to double) but I’ll pull out some disassembly to demonstrate, as well as attach some numbers here.




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[GitHub] [pinot] siddharthteotia commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
siddharthteotia commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800297874



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);

Review comment:
       Thanks for sharing perf numbers, @richardstartin. I was also curious to see the disassembled code as you said auto-vectorization probability increases with continuing to treat as long. Please share if you have. 
   
   I am good with the PR. Please also check-in the benchmark




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[GitHub] [pinot] codecov-commenter commented on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/8139?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 [#8139](https://codecov.io/gh/apache/pinot/pull/8139?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1dcbe6b) into [master](https://codecov.io/gh/apache/pinot/commit/8bbf93aa4377dbdf597e7940670893330452b33f?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8bbf93a) will **decrease** coverage by `57.20%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?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    #8139       +/-   ##
   =============================================
   - Coverage     71.39%   14.18%   -57.21%     
   + Complexity     4303       81     -4222     
   =============================================
     Files          1624     1579       -45     
     Lines         84198    82347     -1851     
     Branches      12602    12405      -197     
   =============================================
   - Hits          60116    11684    -48432     
   - Misses        19970    69797    +49827     
   + Partials       4112      866     -3246     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `?` | |
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   | ... and [1295 more](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?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/8139?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 [8bbf93a...1dcbe6b](https://codecov.io/gh/apache/pinot/pull/8139?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 #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/8139?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 [#8139](https://codecov.io/gh/apache/pinot/pull/8139?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (9d67cc1) into [master](https://codecov.io/gh/apache/pinot/commit/8bbf93aa4377dbdf597e7940670893330452b33f?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8bbf93a) will **increase** coverage by `0.06%`.
   > The diff coverage is `91.78%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?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    #8139      +/-   ##
   ============================================
   + Coverage     71.39%   71.46%   +0.06%     
   + Complexity     4303     4302       -1     
   ============================================
     Files          1624     1624              
     Lines         84198    84254      +56     
     Branches      12602    12612      +10     
   ============================================
   + Hits          60116    60208      +92     
   + Misses        19970    19935      -35     
   + Partials       4112     4111       -1     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `28.93% <91.78%> (+0.06%)` | :arrow_up: |
   | integration2 | `27.67% <91.78%> (+<0.01%)` | :arrow_up: |
   | unittests1 | `67.92% <43.83%> (-0.05%)` | :arrow_down: |
   | unittests2 | `14.19% <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/8139?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 | |
   |---|---|---|
   | [...y/aggregation/function/SumAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9TdW1BZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `95.45% <89.47%> (-4.55%)` | :arrow_down: |
   | [...y/aggregation/function/MaxAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9NYXhBZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `96.36% <92.59%> (-3.64%)` | :arrow_down: |
   | [...y/aggregation/function/MinAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9NaW5BZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `96.36% <92.59%> (-3.64%)` | :arrow_down: |
   | [...ache/pinot/core/operator/docidsets/OrDocIdSet.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9kb2NpZHNldHMvT3JEb2NJZFNldC5qYXZh) | `86.36% <0.00%> (-11.37%)` | :arrow_down: |
   | [...inot/core/util/SegmentCompletionProtocolUtils.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS91dGlsL1NlZ21lbnRDb21wbGV0aW9uUHJvdG9jb2xVdGlscy5qYXZh) | `57.69% <0.00%> (-7.70%)` | :arrow_down: |
   | [...a/org/apache/pinot/common/utils/ServiceStatus.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvU2VydmljZVN0YXR1cy5qYXZh) | `60.00% <0.00%> (-7.15%)` | :arrow_down: |
   | [.../pinot/core/query/scheduler/PriorityScheduler.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9zY2hlZHVsZXIvUHJpb3JpdHlTY2hlZHVsZXIuamF2YQ==) | `80.82% <0.00%> (-2.74%)` | :arrow_down: |
   | [...not/broker/broker/helix/ClusterChangeMediator.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtYnJva2VyL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9icm9rZXIvYnJva2VyL2hlbGl4L0NsdXN0ZXJDaGFuZ2VNZWRpYXRvci5qYXZh) | `77.65% <0.00%> (-2.13%)` | :arrow_down: |
   | [.../pinot/server/starter/helix/BaseServerStarter.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3Qtc2VydmVyL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zZXJ2ZXIvc3RhcnRlci9oZWxpeC9CYXNlU2VydmVyU3RhcnRlci5qYXZh) | `57.98% <0.00%> (-1.97%)` | :arrow_down: |
   | [...controller/helix/core/minion/PinotTaskManager.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29udHJvbGxlci9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29udHJvbGxlci9oZWxpeC9jb3JlL21pbmlvbi9QaW5vdFRhc2tNYW5hZ2VyLmphdmE=) | `67.51% <0.00%> (-1.83%)` | :arrow_down: |
   | ... and [26 more](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?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/8139?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 [8bbf93a...9d67cc1](https://codecov.io/gh/apache/pinot/pull/8139?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] siddharthteotia commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
siddharthteotia commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800104010



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);
+    switch (blockValSet.getValueType().getStoredType()) {
+      case INT: {
+        int[] values = blockValSet.getIntValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          max = Math.max(values[i], max);
+        }
+        break;
+      }
+      case LONG: {
+        long[] values = blockValSet.getLongValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          max = Math.max(values[i], max);
+        }
+        break;
+      }
+      case FLOAT: {
+        float[] values = blockValSet.getFloatValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          max = Math.max(values[i], max);
+        }
+        break;
+      }
+      case DOUBLE: {
+        double[] values = blockValSet.getDoubleValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          max = Math.max(values[i], max);
+        }
+        break;
       }
+      default:
+        throw new IllegalStateException();

Review comment:
       Let's include a message in exception ?




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[GitHub] [pinot] codecov-commenter edited a comment on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/8139?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 [#8139](https://codecov.io/gh/apache/pinot/pull/8139?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (9d67cc1) into [master](https://codecov.io/gh/apache/pinot/commit/8bbf93aa4377dbdf597e7940670893330452b33f?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8bbf93a) will **decrease** coverage by `0.96%`.
   > The diff coverage is `91.78%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?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    #8139      +/-   ##
   ============================================
   - Coverage     71.39%   70.42%   -0.97%     
   + Complexity     4303     4302       -1     
   ============================================
     Files          1624     1624              
     Lines         84198    84254      +56     
     Branches      12602    12612      +10     
   ============================================
   - Hits          60116    59339     -777     
   - Misses        19970    20831     +861     
   + Partials       4112     4084      -28     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `28.93% <91.78%> (+0.06%)` | :arrow_up: |
   | integration2 | `?` | |
   | unittests1 | `67.92% <43.83%> (-0.05%)` | :arrow_down: |
   | unittests2 | `14.19% <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/8139?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 | |
   |---|---|---|
   | [...y/aggregation/function/SumAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9TdW1BZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `95.45% <89.47%> (-4.55%)` | :arrow_down: |
   | [...y/aggregation/function/MaxAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9NYXhBZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `96.36% <92.59%> (-3.64%)` | :arrow_down: |
   | [...y/aggregation/function/MinAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9NaW5BZ2dyZWdhdGlvbkZ1bmN0aW9uLmphdmE=) | `96.36% <92.59%> (-3.64%)` | :arrow_down: |
   | [...t/core/plan/StreamingInstanceResponsePlanNode.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9wbGFuL1N0cmVhbWluZ0luc3RhbmNlUmVzcG9uc2VQbGFuTm9kZS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ore/operator/streaming/StreamingResponseUtils.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nUmVzcG9uc2VVdGlscy5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ager/realtime/PeerSchemeSplitSegmentCommitter.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUGVlclNjaGVtZVNwbGl0U2VnbWVudENvbW1pdHRlci5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...pache/pinot/common/utils/grpc/GrpcQueryClient.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdXRpbHMvZ3JwYy9HcnBjUXVlcnlDbGllbnQuamF2YQ==) | `0.00% <0.00%> (-94.74%)` | :arrow_down: |
   | [...he/pinot/core/plan/StreamingSelectionPlanNode.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9wbGFuL1N0cmVhbWluZ1NlbGVjdGlvblBsYW5Ob2RlLmphdmE=) | `0.00% <0.00%> (-88.89%)` | :arrow_down: |
   | [...ator/streaming/StreamingSelectionOnlyOperator.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9vcGVyYXRvci9zdHJlYW1pbmcvU3RyZWFtaW5nU2VsZWN0aW9uT25seU9wZXJhdG9yLmphdmE=) | `0.00% <0.00%> (-87.81%)` | :arrow_down: |
   | [...re/query/reduce/SelectionOnlyStreamingReducer.java](https://codecov.io/gh/apache/pinot/pull/8139/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9yZWR1Y2UvU2VsZWN0aW9uT25seVN0cmVhbWluZ1JlZHVjZXIuamF2YQ==) | `0.00% <0.00%> (-85.72%)` | :arrow_down: |
   | ... and [94 more](https://codecov.io/gh/apache/pinot/pull/8139/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/8139?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
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   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/8139?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 [8bbf93a...9d67cc1](https://codecov.io/gh/apache/pinot/pull/8139?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 #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800454205



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);

Review comment:
       The vectorized method is Copy::conjoint_swap, as mentioned above, which hsdis does not dissemble.




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[GitHub] [pinot] richardstartin commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
richardstartin commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r801891875



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/SumAggregationFunction.java
##########
@@ -54,10 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double sum = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      sum += valueArray[i];
+    BlockValSet blockValSet = blockValSetMap.get(_expression);
+    switch (blockValSet.getValueType().getStoredType()) {
+      case INT: {
+        int[] values = blockValSet.getIntValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      case LONG: {
+        long[] values = blockValSet.getLongValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      case FLOAT: {
+        float[] values = blockValSet.getFloatValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      case DOUBLE: {
+        double[] values = blockValSet.getDoubleValuesSV();
+        for (int i = 0; i < length & i < values.length; i++) {
+          sum += values[i];
+        }
+        break;
+      }
+      default:
+        throw new IllegalStateException("Cannot compute min for non-numeric type: " + blockValSet.getValueType());

Review comment:
       Will follow up




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[GitHub] [pinot] siddharthteotia commented on a change in pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
siddharthteotia commented on a change in pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#discussion_r800103629



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/MaxAggregationFunction.java
##########
@@ -54,13 +54,39 @@ public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int ma
   @Override
   public void aggregate(int length, AggregationResultHolder aggregationResultHolder,
       Map<ExpressionContext, BlockValSet> blockValSetMap) {
-    double[] valueArray = blockValSetMap.get(_expression).getDoubleValuesSV();
     double max = aggregationResultHolder.getDoubleResult();
-    for (int i = 0; i < length; i++) {
-      double value = valueArray[i];
-      if (value > max) {
-        max = value;
+    BlockValSet blockValSet = blockValSetMap.get(_expression);

Review comment:
       I understand how delaying conversion to double will help with heap usage. Couple of questions on performance:
   
   - Now every aggregate() call has to execute switch condition once. Will there be any perf penalty for this ?
   - Why does conversion to double[] prevent auto-vectorizatonn ?




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[GitHub] [pinot] codecov-commenter edited a comment on pull request #8139: Aggregation delay conversion to double

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #8139:
URL: https://github.com/apache/pinot/pull/8139#issuecomment-1030701265


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     Branches      12602    12408     -194     
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   ------
   
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