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[GitHub] [pinot] deemoliu opened a new pull request #7906: Add global strategy for partial upsert

deemoliu opened a new pull request #7906:
URL: https://github.com/apache/pinot/pull/7906


   ## Description
   
   Recently we got interesting use cases from industry about partial upsert. 
   
   Users have two event as follows, t is the timestamp column and t1<t2
   
   {t1, a1, b1, c1, d1}
   {t2, a2, nil, nil, nil}
   
   user specified field "a" as Overwrite field, and "b", "c", "d" field are empty in the second event.
   she expected merge result to be {a2, b1, c1, d1} 
   However the merge result was {a2, nil, nil, nil} which is the same as full upsert.
   
   The reason of this issue is because she didn't specify the mergers for "b", "c", "d" fields. Thus these fields will use the default behavior, "Overwrite regardless null".
   ```
   {
     "upsertConfig": {
       "mode": "PARTIAL",
       "partialUpsertStrategies":{
         "a": "OVERWRITE"
       }
     }
   }
   ```
   Her issue can be fixed with the following config, since the "overwrite" merger behavior is "Overwrite unless null".
   ```
   {
     "upsertConfig": {
       "mode": "PARTIAL",
       "partialUpsertStrategies":{
         "a": "OVERWRITE",
         "b": "OVERWRITE",
         "c": "OVERWRITE",
         "d": "OVERWRITE"
       }
     }
   }
   ```
   
   In the PR, I added a global strategy. so that user can use "globalStrategy", user will not need to set partialUpsertStategy for fields "b", "c", "d" fields.
   ```
   {
     "upsertConfig": {
       "mode": "PARTIAL",
       "globalUpsertStrategy": "OVERWRITE",
       "partialUpsertStrategies":{
         "a": "OVERWRITE"
       }
     }
   }
   ```
   NOTE: if we don't specify the overwrite. the overwrite behavior is  "Overwrite regardless null".
   
   ## 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] yupeng9 commented on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
yupeng9 commented on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-1017002704


   the compatibility regression seems broken from previous PRs. and the error is not related to this one.


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


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[GitHub] [pinot] Jackie-Jiang commented on a change in pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r770164262



##########
File path: pinot-spi/src/main/java/org/apache/pinot/spi/config/table/UpsertConfig.java
##########
@@ -53,21 +53,27 @@
   @JsonPropertyDescription("Partial update strategies.")
   private final Map<String, Strategy> _partialUpsertStrategies;
 
+  @JsonPropertyDescription("global upsert strategy")
+  private final Strategy _globalUpsertStrategy;
+
   @JsonPropertyDescription("Column for upsert comparison, default to time column")
   private final String _comparisonColumn;
 
   @JsonCreator
   public UpsertConfig(@JsonProperty(value = "mode", required = true) Mode mode,
       @JsonProperty("partialUpsertStrategies") @Nullable Map<String, Strategy> partialUpsertStrategies,
+      @JsonProperty("globalUpsertStrategy") @Nullable Strategy globalUpsertStrategy,
       @JsonProperty("comparisonColumn") @Nullable String comparisonColumn,
       @JsonProperty("hashFunction") @Nullable HashFunction hashFunction) {
     Preconditions.checkArgument(mode != null, "Upsert mode must be configured");
     _mode = mode;
 
     if (mode == Mode.PARTIAL) {
       _partialUpsertStrategies = partialUpsertStrategies != null ? partialUpsertStrategies : new HashMap<>();
+      _globalUpsertStrategy = globalUpsertStrategy != null ? globalUpsertStrategy : Strategy.OVERWRITE;
     } else {
       _partialUpsertStrategies = null;
+      _globalUpsertStrategy = Strategy.OVERWRITE;

Review comment:
       Probably set to `null` for full upsert?

##########
File path: pinot-common/src/test/java/org/apache/pinot/common/utils/config/TableConfigSerDeTest.java
##########
@@ -251,7 +249,8 @@ public void testSerDe()
     {
       // with upsert config
       UpsertConfig upsertConfig =
-          new UpsertConfig(UpsertConfig.Mode.FULL, null, "comparison", UpsertConfig.HashFunction.NONE);
+          new UpsertConfig(UpsertConfig.Mode.FULL, null, UpsertConfig.Strategy.OVERWRITE, "comparison",

Review comment:
       For `FULL` upsert, pass in `null` as the default strategy as that does not apply? Same for other places

##########
File path: pinot-spi/src/main/java/org/apache/pinot/spi/config/table/UpsertConfig.java
##########
@@ -53,21 +53,27 @@
   @JsonPropertyDescription("Partial update strategies.")
   private final Map<String, Strategy> _partialUpsertStrategies;
 
+  @JsonPropertyDescription("global upsert strategy")
+  private final Strategy _globalUpsertStrategy;
+
   @JsonPropertyDescription("Column for upsert comparison, default to time column")
   private final String _comparisonColumn;
 
   @JsonCreator
   public UpsertConfig(@JsonProperty(value = "mode", required = true) Mode mode,
       @JsonProperty("partialUpsertStrategies") @Nullable Map<String, Strategy> partialUpsertStrategies,
+      @JsonProperty("globalUpsertStrategy") @Nullable Strategy globalUpsertStrategy,
       @JsonProperty("comparisonColumn") @Nullable String comparisonColumn,
       @JsonProperty("hashFunction") @Nullable HashFunction hashFunction) {
     Preconditions.checkArgument(mode != null, "Upsert mode must be configured");
     _mode = mode;
 
     if (mode == Mode.PARTIAL) {
       _partialUpsertStrategies = partialUpsertStrategies != null ? partialUpsertStrategies : new HashMap<>();
+      _globalUpsertStrategy = globalUpsertStrategy != null ? globalUpsertStrategy : Strategy.OVERWRITE;

Review comment:
       This is changing the existing behavior. I do agree `OVERWRITE` makes more sense to partial upsert, but not sure if we want to introduce backward incompatibility here

##########
File path: pinot-spi/src/main/java/org/apache/pinot/spi/config/table/UpsertConfig.java
##########
@@ -53,21 +53,27 @@
   @JsonPropertyDescription("Partial update strategies.")
   private final Map<String, Strategy> _partialUpsertStrategies;
 
+  @JsonPropertyDescription("global upsert strategy")
+  private final Strategy _globalUpsertStrategy;

Review comment:
       Probably more clear if rename to `_defaultPartialUpsertStrategy`?




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[GitHub] [pinot] Jackie-Jiang commented on a change in pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r785256245



##########
File path: pinot-segment-local/src/main/java/org/apache/pinot/segment/local/upsert/PartialUpsertHandler.java
##########
@@ -48,13 +49,27 @@
   private final String _tableNameWithType;
   private boolean _allSegmentsLoaded;
 
-  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType,
-      Map<String, UpsertConfig.Strategy> partialUpsertStrategies) {
+  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType, Schema schema,
+      Map<String, UpsertConfig.Strategy> partialUpsertStrategies, UpsertConfig.Strategy defaultPartialUpsertStrategy) {
     _helixManager = helixManager;
     _tableNameWithType = tableNameWithType;
     for (Map.Entry<String, UpsertConfig.Strategy> entry : partialUpsertStrategies.entrySet()) {
       _column2Mergers.put(entry.getKey(), PartialUpsertMergerFactory.getMerger(entry.getValue()));
     }
+
+    if (schema != null) {
+      for (String dimensionName : schema.getDimensionNames()) {

Review comment:
       We should probably include all physical columns (including date time columns) except for primary key columns and comparison column (main time column if no comparison column is configured)

##########
File path: pinot-segment-local/src/main/java/org/apache/pinot/segment/local/upsert/PartialUpsertHandler.java
##########
@@ -48,13 +49,27 @@
   private final String _tableNameWithType;
   private boolean _allSegmentsLoaded;
 
-  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType,
-      Map<String, UpsertConfig.Strategy> partialUpsertStrategies) {
+  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType, Schema schema,
+      Map<String, UpsertConfig.Strategy> partialUpsertStrategies, UpsertConfig.Strategy defaultPartialUpsertStrategy) {
     _helixManager = helixManager;
     _tableNameWithType = tableNameWithType;
     for (Map.Entry<String, UpsertConfig.Strategy> entry : partialUpsertStrategies.entrySet()) {
       _column2Mergers.put(entry.getKey(), PartialUpsertMergerFactory.getMerger(entry.getValue()));
     }
+
+    if (schema != null) {

Review comment:
       Schema should never be `null` here




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[GitHub] [pinot] icefury71 commented on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
icefury71 commented on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-1012560811


   Quick comment: the existing code does not define any default strategy for any column (eg: OVERWRITE). So instead of introducing a new property, can we simply define a default strategy (eg: within UpsertConfig). (of course null handling is still needed). CC @yupeng9 @Jackie-Jiang 


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


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   > Merging [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6e13c9b) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `43.83%`.
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   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   27.57%   -43.84%     
   =============================================
     Files          1597     1588        -9     
     Lines         82903    82568      -335     
     Branches      12369    12337       -32     
   =============================================
   - Hits          59201    22764    -36437     
   - Misses        19689    57723    +38034     
   + Partials       4013     2081     -1932     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `27.57% <0.00%> (-0.14%)` | :arrow_down: |
   | 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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `67.07% <0.00%> (-2.04%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...java/org/apache/pinot/common/tier/TierFactory.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdGllci9UaWVyRmFjdG9yeS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...a/org/apache/pinot/spi/config/table/TableType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1RhYmxlVHlwZS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../org/apache/pinot/spi/data/DimensionFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9EaW1lbnNpb25GaWVsZFNwZWMuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1144 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...6e13c9b](https://codecov.io/gh/apache/pinot/pull/7906?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 commented on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (2f821f3) into [master](https://codecov.io/gh/apache/pinot/commit/9ed6498cdf9d32a65ebcbcce9158acab64a8c0d7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (9ed6498) will **decrease** coverage by `35.77%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     64.91%   29.14%   -35.78%     
   =============================================
     Files          1544     1580       +36     
     Lines         80260    81803     +1543     
     Branches      12068    12237      +169     
   =============================================
   - Hits          52100    23838    -28262     
   - Misses        24437    55829    +31392     
   + Partials       3723     2136     -1587     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `29.14% <0.00%> (?)` | |
   | 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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `41.86% <0.00%> (+30.08%)` | :arrow_up: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...java/org/apache/pinot/common/tier/TierFactory.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdGllci9UaWVyRmFjdG9yeS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...a/org/apache/pinot/spi/config/table/TableType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1RhYmxlVHlwZS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../org/apache/pinot/spi/data/DimensionFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9EaW1lbnNpb25GaWVsZFNwZWMuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1282 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [9ed6498...2f821f3](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (728e784) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `57.03%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   14.37%   -57.04%     
   + Complexity     4223       81     -4142     
   =============================================
     Files          1597     1554       -43     
     Lines         82903    81093     -1810     
     Branches      12369    12177      -192     
   =============================================
   - Hits          59201    11656    -47545     
   - Misses        19689    68576    +48887     
   + Partials       4013      861     -3152     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `?` | |
   | unittests2 | `14.37% <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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `0.00% <0.00%> (-69.11%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [...ain/java/org/apache/pinot/core/data/table/Key.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL0tleS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [.../java/org/apache/pinot/core/data/table/Record.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL1JlY29yZC5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/core/util/GroupByUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS91dGlsL0dyb3VwQnlVdGlscy5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1278 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...728e784](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (728e784) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `1.07%`.
   > The diff coverage is `56.25%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906      +/-   ##
   ============================================
   - Coverage     71.40%   70.33%   -1.08%     
   - Complexity     4223     4231       +8     
   ============================================
     Files          1597     1599       +2     
     Lines         82903    82970      +67     
     Branches      12369    12381      +12     
   ============================================
   - Hits          59201    58355     -846     
   - Misses        19689    20615     +926     
   + Partials       4013     4000      -13     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `28.94% <0.00%> (-0.05%)` | :arrow_down: |
   | integration2 | `?` | |
   | unittests1 | `68.17% <56.25%> (+0.03%)` | :arrow_up: |
   | unittests2 | `14.37% <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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `42.51% <0.00%> (-26.60%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `36.92% <66.66%> (+3.58%)` | :arrow_up: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `86.95% <75.00%> (-2.52%)` | :arrow_down: |
   | [...t/core/plan/StreamingInstanceResponsePlanNode.java](https://codecov.io/gh/apache/pinot/pull/7906/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/7906/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/7906/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/7906/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/7906/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/7906/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/7906/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 [110 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...728e784](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (728e784) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `6.47%`.
   > The diff coverage is `56.25%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906      +/-   ##
   ============================================
   - Coverage     71.40%   64.93%   -6.48%     
   - Complexity     4223     4231       +8     
   ============================================
     Files          1597     1554      -43     
     Lines         82903    81093    -1810     
     Branches      12369    12177     -192     
   ============================================
   - Hits          59201    52654    -6547     
   - Misses        19689    24688    +4999     
   + Partials       4013     3751     -262     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `68.17% <56.25%> (+0.03%)` | :arrow_up: |
   | unittests2 | `14.37% <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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `11.74% <0.00%> (-57.37%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `36.92% <66.66%> (+3.58%)` | :arrow_up: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `86.95% <75.00%> (-2.52%)` | :arrow_down: |
   | [...a/org/apache/pinot/common/metrics/MinionMeter.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9NaW5pb25NZXRlci5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...g/apache/pinot/common/metrics/ControllerMeter.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9Db250cm9sbGVyTWV0ZXIuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../apache/pinot/common/metrics/BrokerQueryPhase.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9Ccm9rZXJRdWVyeVBoYXNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
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   ------
   
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[GitHub] [pinot] Jackie-Jiang commented on a change in pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r787994529



##########
File path: pinot-core/src/main/java/org/apache/pinot/core/data/manager/realtime/RealtimeTableDataManager.java
##########
@@ -164,8 +164,9 @@ protected void doInit() {
 
       PartialUpsertHandler partialUpsertHandler = null;
       if (isPartialUpsertEnabled()) {
-        partialUpsertHandler =
-            new PartialUpsertHandler(_helixManager, _tableNameWithType, upsertConfig.getPartialUpsertStrategies());
+        partialUpsertHandler = new PartialUpsertHandler(_helixManager, _tableNameWithType, schema,
+            upsertConfig.getPartialUpsertStrategies(), upsertConfig.getDefaultPartialUpsertStrategy(),
+            tableConfig.getValidationConfig().getTimeColumnName(), upsertConfig.getComparisonColumn());

Review comment:
       This can be simplified to avoid extra handling in the method (comparisonColumn is non-null this way)
   ```suggestion
           String comparisonColumn = upsertConfig.getComparisonColumn();
           if (comparisonColumn == null) {
             comparisonColumn = tableConfig.getValidationConfig().getTimeColumnName();
           }
           partialUpsertHandler = new PartialUpsertHandler(_helixManager, _tableNameWithType, schema,
               upsertConfig.getPartialUpsertStrategies(), upsertConfig.getDefaultPartialUpsertStrategy(), comparisonColumn);
   ```




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[GitHub] [pinot] yupeng9 commented on a change in pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
yupeng9 commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r769874443



##########
File path: pinot-spi/src/main/java/org/apache/pinot/spi/config/table/UpsertConfig.java
##########
@@ -87,6 +93,10 @@ public HashFunction getHashFunction() {
     return _partialUpsertStrategies;
   }
 
+  public Strategy getGlobalUpsertStrategy() {

Review comment:
       I assume this strategy applies to partial upsert only, right?

##########
File path: pinot-segment-local/src/main/java/org/apache/pinot/segment/local/upsert/PartialUpsertHandler.java
##########
@@ -48,13 +49,27 @@
   private final String _tableNameWithType;
   private boolean _allSegmentsLoaded;
 
-  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType,
-      Map<String, UpsertConfig.Strategy> partialUpsertStrategies) {
+  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType, Schema schema,
+      Map<String, UpsertConfig.Strategy> partialUpsertStrategies, UpsertConfig.Strategy globalUpsertStrategy) {
     _helixManager = helixManager;
     _tableNameWithType = tableNameWithType;
     for (Map.Entry<String, UpsertConfig.Strategy> entry : partialUpsertStrategies.entrySet()) {
       _column2Mergers.put(entry.getKey(), PartialUpsertMergerFactory.getMerger(entry.getValue()));
     }
+
+    if (schema != null) {
+      for (String dimensionName : schema.getDimensionNames()) {
+        if (!schema.getPrimaryKeyColumns().contains(dimensionName) && !_column2Mergers.containsKey(dimensionName)) {
+          _column2Mergers.put(dimensionName, PartialUpsertMergerFactory.getMerger(globalUpsertStrategy));

Review comment:
       I think `globalUpsertStrategy ` can be null? Shall we always assign a default value?




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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


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     Branches      12369    12380      +11     
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   ------
   
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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (30f5705) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `57.08%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   14.32%   -57.09%     
   + Complexity     4223       81     -4142     
   =============================================
     Files          1597     1552       -45     
     Lines         82903    81082     -1821     
     Branches      12369    12176      -193     
   =============================================
   - Hits          59201    11619    -47582     
   - Misses        19689    68604    +48915     
   + Partials       4013      859     -3154     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `?` | |
   | unittests2 | `14.32% <0.00%> (-0.04%)` | :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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `0.00% <0.00%> (-69.11%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [...ain/java/org/apache/pinot/core/data/table/Key.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL0tleS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [.../java/org/apache/pinot/core/data/table/Record.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL1JlY29yZC5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/core/util/GroupByUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS91dGlsL0dyb3VwQnlVdGlscy5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1273 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...30f5705](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e288884) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `40.64%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   30.76%   -40.65%     
   =============================================
     Files          1597     1590        -7     
     Lines         82903    82622      -281     
     Branches      12369    12343       -26     
   =============================================
   - Hits          59201    25415    -33786     
   - Misses        19689    54983    +35294     
   + Partials       4013     2224     -1789     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `29.01% <0.00%> (+0.02%)` | :arrow_up: |
   | integration2 | `27.68% <0.00%> (-0.03%)` | :arrow_down: |
   | 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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `68.01% <0.00%> (-1.09%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...java/org/apache/pinot/common/tier/TierFactory.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdGllci9UaWVyRmFjdG9yeS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...a/org/apache/pinot/spi/config/table/TableType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1RhYmxlVHlwZS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../org/apache/pinot/spi/data/DimensionFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9EaW1lbnNpb25GaWVsZFNwZWMuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1097 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...e288884](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e626df9) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `43.83%`.
   > The diff coverage is `43.15%`.
   
   > :exclamation: Current head e626df9 differs from pull request most recent head 728e784. Consider uploading reports for the commit 728e784 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   27.57%   -43.84%     
   =============================================
     Files          1597     1590        -7     
     Lines         82903    82622      -281     
     Branches      12369    12343       -26     
   =============================================
   - Hits          59201    22783    -36418     
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[GitHub] [pinot] deemoliu commented on a change in pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
deemoliu commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r783323329



##########
File path: pinot-spi/src/main/java/org/apache/pinot/spi/config/table/UpsertConfig.java
##########
@@ -53,21 +53,27 @@
   @JsonPropertyDescription("Partial update strategies.")
   private final Map<String, Strategy> _partialUpsertStrategies;
 
+  @JsonPropertyDescription("global upsert strategy")
+  private final Strategy _globalUpsertStrategy;
+
   @JsonPropertyDescription("Column for upsert comparison, default to time column")
   private final String _comparisonColumn;
 
   @JsonCreator
   public UpsertConfig(@JsonProperty(value = "mode", required = true) Mode mode,
       @JsonProperty("partialUpsertStrategies") @Nullable Map<String, Strategy> partialUpsertStrategies,
+      @JsonProperty("globalUpsertStrategy") @Nullable Strategy globalUpsertStrategy,
       @JsonProperty("comparisonColumn") @Nullable String comparisonColumn,
       @JsonProperty("hashFunction") @Nullable HashFunction hashFunction) {
     Preconditions.checkArgument(mode != null, "Upsert mode must be configured");
     _mode = mode;
 
     if (mode == Mode.PARTIAL) {
       _partialUpsertStrategies = partialUpsertStrategies != null ? partialUpsertStrategies : new HashMap<>();
+      _globalUpsertStrategy = globalUpsertStrategy != null ? globalUpsertStrategy : Strategy.OVERWRITE;

Review comment:
       Thanks @Jackie-Jiang for review. If we use Ignore (https://github.com/apache/pinot/pull/7907) as default behavior for global mergers, do you think it will solve the backward compatible issue.




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[GitHub] [pinot] deemoliu commented on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
deemoliu commented on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-1013472410


   > Quick comment: the existing code does not define any default strategy for any column (eg: OVERWRITE). So instead of introducing a new property, can we simply define a default strategy (eg: within UpsertConfig). (of course null handling is still needed). CC @yupeng9 @Jackie-Jiang
   
   Hi @icefury71 thanks for the comment. The current behavior for columns not specify is "OVERWRITE even if the fieldValue of the new record is null". In this PR, i updated the default value to use "OVERWRITE unless the fieldValue of new record is null", which is the same behavior for overwrite merger.  
   I think @Jackie-Jiang  mentioned updating this will introduce backward incompatibility and @yupeng9 mentioned we should get the best possible default option. 
   
   @icefury71 @yupeng9 @Jackie-Jiang what do you think?


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[GitHub] [pinot] yupeng9 commented on a change in pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
yupeng9 commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r783497731



##########
File path: pinot-spi/src/main/java/org/apache/pinot/spi/config/table/UpsertConfig.java
##########
@@ -53,21 +53,27 @@
   @JsonPropertyDescription("Partial update strategies.")
   private final Map<String, Strategy> _partialUpsertStrategies;
 
+  @JsonPropertyDescription("global upsert strategy")
+  private final Strategy _globalUpsertStrategy;
+
   @JsonPropertyDescription("Column for upsert comparison, default to time column")
   private final String _comparisonColumn;
 
   @JsonCreator
   public UpsertConfig(@JsonProperty(value = "mode", required = true) Mode mode,
       @JsonProperty("partialUpsertStrategies") @Nullable Map<String, Strategy> partialUpsertStrategies,
+      @JsonProperty("globalUpsertStrategy") @Nullable Strategy globalUpsertStrategy,
       @JsonProperty("comparisonColumn") @Nullable String comparisonColumn,
       @JsonProperty("hashFunction") @Nullable HashFunction hashFunction) {
     Preconditions.checkArgument(mode != null, "Upsert mode must be configured");
     _mode = mode;
 
     if (mode == Mode.PARTIAL) {
       _partialUpsertStrategies = partialUpsertStrategies != null ? partialUpsertStrategies : new HashMap<>();
+      _globalUpsertStrategy = globalUpsertStrategy != null ? globalUpsertStrategy : Strategy.OVERWRITE;

Review comment:
       I'm not sure how much adoption of partial uspert today, so I feel it's ok to get to best possible default option, whenever we can

##########
File path: pinot-common/src/test/java/org/apache/pinot/common/utils/config/TableConfigSerDeTest.java
##########
@@ -251,7 +249,8 @@ public void testSerDe()
     {
       // with upsert config
       UpsertConfig upsertConfig =
-          new UpsertConfig(UpsertConfig.Mode.FULL, null, "comparison", UpsertConfig.HashFunction.NONE);
+          new UpsertConfig(UpsertConfig.Mode.FULL, null, UpsertConfig.Strategy.OVERWRITE, "comparison",

Review comment:
       I think so, strategy applies to partial only




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[GitHub] [pinot] deemoliu edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
deemoliu edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-1013472410


   > Quick comment: the existing code does not define any default strategy for any column (eg: OVERWRITE). So instead of introducing a new property, can we simply define a default strategy (eg: within UpsertConfig). (of course null handling is still needed). CC @yupeng9 @Jackie-Jiang
   
   Hi @icefury71 thanks for the comment. Yes, there is no default strategy for columns that not specified in upsertConfig. The current behavior for columns not specified is "OVERWRITE even if the fieldValue of the new record is null". In this PR, i updated the default behavior (which is represented by "globalUpsertStrategy") to use "OVERWRITE unless the fieldValue of new record is null", which is the same behavior of the OVERWRITE merger. 
   I think @Jackie-Jiang  mentioned updating this will introduce backward incompatibility and @yupeng9 mentioned we should get the best possible default option. 
   
   @icefury71 @yupeng9 @Jackie-Jiang what do you think?


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[GitHub] [pinot] deemoliu edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
deemoliu edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-1013472410






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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


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   | [...java/org/apache/pinot/common/tier/TierFactory.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdGllci9UaWVyRmFjdG9yeS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...a/org/apache/pinot/spi/config/table/TableType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1RhYmxlVHlwZS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../org/apache/pinot/spi/data/DimensionFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9EaW1lbnNpb25GaWVsZFNwZWMuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1091 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...6e13c9b](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e3d1131) into [master](https://codecov.io/gh/apache/pinot/commit/9ed6498cdf9d32a65ebcbcce9158acab64a8c0d7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (9ed6498) will **decrease** coverage by `50.54%`.
   > The diff coverage is `0.00%`.
   
   > :exclamation: Current head e3d1131 differs from pull request most recent head 413fcca. Consider uploading reports for the commit 413fcca to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     64.91%   14.36%   -50.55%     
   + Complexity     4087       80     -4007     
   =============================================
     Files          1544     1544               
     Lines         80260    80280       +20     
     Branches      12068    12072        +4     
   =============================================
   - Hits          52100    11532    -40568     
   - Misses        24437    67899    +43462     
   + Partials       3723      849     -2874     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | unittests1 | `?` | |
   | unittests2 | `14.36% <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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `0.00% <0.00%> (-11.79%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [...ain/java/org/apache/pinot/core/data/table/Key.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL0tleS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [.../java/org/apache/pinot/core/data/table/Record.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL1JlY29yZC5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/core/util/GroupByUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS91dGlsL0dyb3VwQnlVdGlscy5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1053 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [9ed6498...413fcca](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e288884) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `42.39%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   29.01%   -42.40%     
   =============================================
     Files          1597     1590        -7     
     Lines         82903    82622      -281     
     Branches      12369    12343       -26     
   =============================================
   - Hits          59201    23974    -35227     
   - Misses        19689    56486    +36797     
   + Partials       4013     2162     -1851     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `29.01% <0.00%> (+0.02%)` | :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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `42.51% <0.00%> (-26.60%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...java/org/apache/pinot/common/tier/TierFactory.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vdGllci9UaWVyRmFjdG9yeS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
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   | ... and [1151 more](https://codecov.io/gh/apache/pinot/pull/7906/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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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e6afe17) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `42.44%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   28.96%   -42.45%     
   =============================================
     Files          1597     1590        -7     
     Lines         82903    82622      -281     
     Branches      12369    12343       -26     
   =============================================
   - Hits          59201    23929    -35272     
   - Misses        19689    56525    +36836     
   + Partials       4013     2168     -1845     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `28.96% <0.00%> (-0.03%)` | :arrow_down: |
   | 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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `41.70% <0.00%> (-27.41%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
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   | [...a/org/apache/pinot/spi/config/table/TableType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1RhYmxlVHlwZS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../org/apache/pinot/spi/data/DimensionFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9EaW1lbnNpb25GaWVsZFNwZWMuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1154 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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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   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [1d1a7d3...e6afe17](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
Jackie-Jiang commented on a change in pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#discussion_r787042881



##########
File path: pinot-segment-local/src/main/java/org/apache/pinot/segment/local/upsert/PartialUpsertHandler.java
##########
@@ -48,13 +49,29 @@
   private final String _tableNameWithType;
   private boolean _allSegmentsLoaded;
 
-  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType,
-      Map<String, UpsertConfig.Strategy> partialUpsertStrategies) {
+  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType, Schema schema,
+      Map<String, UpsertConfig.Strategy> partialUpsertStrategies, UpsertConfig.Strategy defaultPartialUpsertStrategy,
+      String comparisonColumn) {

Review comment:
       Annotate it as nullable

##########
File path: pinot-segment-local/src/main/java/org/apache/pinot/segment/local/upsert/PartialUpsertHandler.java
##########
@@ -48,13 +49,29 @@
   private final String _tableNameWithType;
   private boolean _allSegmentsLoaded;
 
-  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType,
-      Map<String, UpsertConfig.Strategy> partialUpsertStrategies) {
+  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType, Schema schema,
+      Map<String, UpsertConfig.Strategy> partialUpsertStrategies, UpsertConfig.Strategy defaultPartialUpsertStrategy,
+      String comparisonColumn) {
     _helixManager = helixManager;
     _tableNameWithType = tableNameWithType;
     for (Map.Entry<String, UpsertConfig.Strategy> entry : partialUpsertStrategies.entrySet()) {
       _column2Mergers.put(entry.getKey(), PartialUpsertMergerFactory.getMerger(entry.getValue()));
     }
+    // For all physical columns (including date time columns) except for primary key columns and comparison column.
+    // If no comparison column is configured, use main time column as the comparison time.
+    for (String columnName : schema.getColumnNames()) {
+      if (!schema.getPrimaryKeyColumns().contains(columnName) && !_column2Mergers.containsKey(columnName)) {
+        if (comparisonColumn != null) {
+          if (!comparisonColumn.equals(columnName)) {
+            _column2Mergers.put(columnName, PartialUpsertMergerFactory.getMerger(defaultPartialUpsertStrategy));
+          }
+        } else {
+          if (!schema.getDateTimeNames().contains(columnName)) {

Review comment:
       The main time column is configured within the table config `validationConfig`

##########
File path: pinot-segment-local/src/main/java/org/apache/pinot/segment/local/upsert/PartialUpsertHandler.java
##########
@@ -48,13 +49,29 @@
   private final String _tableNameWithType;
   private boolean _allSegmentsLoaded;
 
-  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType,
-      Map<String, UpsertConfig.Strategy> partialUpsertStrategies) {
+  public PartialUpsertHandler(HelixManager helixManager, String tableNameWithType, Schema schema,
+      Map<String, UpsertConfig.Strategy> partialUpsertStrategies, UpsertConfig.Strategy defaultPartialUpsertStrategy,
+      String comparisonColumn) {
     _helixManager = helixManager;
     _tableNameWithType = tableNameWithType;
     for (Map.Entry<String, UpsertConfig.Strategy> entry : partialUpsertStrategies.entrySet()) {
       _column2Mergers.put(entry.getKey(), PartialUpsertMergerFactory.getMerger(entry.getValue()));
     }
+    // For all physical columns (including date time columns) except for primary key columns and comparison column.
+    // If no comparison column is configured, use main time column as the comparison time.
+    for (String columnName : schema.getColumnNames()) {

Review comment:
       ```suggestion
       for (String columnName : schema.getPhysicalColumnNames()) {
   ```




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[GitHub] [pinot] yupeng9 merged pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
yupeng9 merged pull request #7906:
URL: https://github.com/apache/pinot/pull/7906


   


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[GitHub] [pinot] codecov-commenter edited a comment on pull request #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (413fcca) into [master](https://codecov.io/gh/apache/pinot/commit/9ed6498cdf9d32a65ebcbcce9158acab64a8c0d7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (9ed6498) will **increase** coverage by `0.04%`.
   > The diff coverage is `60.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906      +/-   ##
   ============================================
   + Coverage     64.91%   64.95%   +0.04%     
   - Complexity     4087     4094       +7     
   ============================================
     Files          1544     1544              
     Lines         80260    80280      +20     
     Branches      12068    12073       +5     
   ============================================
   + Hits          52100    52149      +49     
   + Misses        24437    24404      -33     
   - Partials       3723     3727       +4     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | unittests1 | `68.35% <60.00%> (+0.04%)` | :arrow_up: |
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   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `11.78% <0.00%> (ø)` | |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `86.36% <66.66%> (-3.12%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `37.87% <70.00%> (+4.54%)` | :arrow_up: |
   | [...e/impl/forward/FixedByteMVMutableForwardIndex.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC9yZWFsdGltZS9pbXBsL2ZvcndhcmQvRml4ZWRCeXRlTVZNdXRhYmxlRm9yd2FyZEluZGV4LmphdmE=) | `90.90% <0.00%> (-3.04%)` | :arrow_down: |
   | [...gregation/function/StUnionAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9TdFVuaW9uQWdncmVnYXRpb25GdW5jdGlvbi5qYXZh) | `73.52% <0.00%> (-2.95%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/data/TimeFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvZGF0YS9UaW1lRmllbGRTcGVjLmphdmE=) | `88.63% <0.00%> (-2.28%)` | :arrow_down: |
   | [...lix/core/realtime/PinotRealtimeSegmentManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29udHJvbGxlci9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29udHJvbGxlci9oZWxpeC9jb3JlL3JlYWx0aW1lL1Bpbm90UmVhbHRpbWVTZWdtZW50TWFuYWdlci5qYXZh) | `76.96% <0.00%> (-2.10%)` | :arrow_down: |
   | [...manager/realtime/LLRealtimeSegmentDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvTExSZWFsdGltZVNlZ21lbnREYXRhTWFuYWdlci5qYXZh) | `47.07% <0.00%> (+0.16%)` | :arrow_up: |
   | [.../aggregation/function/ModeAggregationFunction.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9xdWVyeS9hZ2dyZWdhdGlvbi9mdW5jdGlvbi9Nb2RlQWdncmVnYXRpb25GdW5jdGlvbi5qYXZh) | `88.64% <0.00%> (+0.27%)` | :arrow_up: |
   | [...cal/startree/v2/builder/BaseSingleTreeBuilder.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC9zdGFydHJlZS92Mi9idWlsZGVyL0Jhc2VTaW5nbGVUcmVlQnVpbGRlci5qYXZh) | `89.18% <0.00%> (+0.90%)` | :arrow_up: |
   | ... and [7 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [9ed6498...413fcca](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (30f5705) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `6.54%`.
   > The diff coverage is `62.50%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906      +/-   ##
   ============================================
   - Coverage     71.40%   64.86%   -6.55%     
   - Complexity     4223     4228       +5     
   ============================================
     Files          1597     1552      -45     
     Lines         82903    81082    -1821     
     Branches      12369    12176     -193     
   ============================================
   - Hits          59201    52597    -6604     
   - Misses        19689    24735    +5046     
   + Partials       4013     3750     -263     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `68.14% <62.50%> (+<0.01%)` | :arrow_up: |
   | unittests2 | `14.32% <0.00%> (-0.04%)` | :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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `11.78% <0.00%> (-57.32%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `37.87% <70.00%> (+4.54%)` | :arrow_up: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `86.95% <75.00%> (-2.52%)` | :arrow_down: |
   | [...a/org/apache/pinot/common/metrics/MinionMeter.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9NaW5pb25NZXRlci5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...g/apache/pinot/common/metrics/ControllerMeter.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9Db250cm9sbGVyTWV0ZXIuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../apache/pinot/common/metrics/BrokerQueryPhase.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9Ccm9rZXJRdWVyeVBoYXNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../apache/pinot/common/metrics/MinionQueryPhase.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9NaW5pb25RdWVyeVBoYXNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...he/pinot/common/messages/SegmentReloadMessage.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWVzc2FnZXMvU2VnbWVudFJlbG9hZE1lc3NhZ2UuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...pinot/core/data/manager/realtime/TimerService.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvVGltZXJTZXJ2aWNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...pinot/minion/exception/TaskCancelledException.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | ... and [370 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...30f5705](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d863947) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `6.45%`.
   > The diff coverage is `60.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906      +/-   ##
   ============================================
   - Coverage     71.40%   64.95%   -6.46%     
   - Complexity     4223     4231       +8     
   ============================================
     Files          1597     1554      -43     
     Lines         82903    81100    -1803     
     Branches      12369    12178     -191     
   ============================================
   - Hits          59201    52677    -6524     
   - Misses        19689    24665    +4976     
   + Partials       4013     3758     -255     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `68.16% <60.00%> (+0.02%)` | :arrow_up: |
   | unittests2 | `14.40% <0.00%> (+0.03%)` | :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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `11.64% <0.00%> (-57.46%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `86.95% <75.00%> (-2.52%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `38.70% <100.00%> (+5.37%)` | :arrow_up: |
   | [...a/org/apache/pinot/common/metrics/MinionMeter.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9NaW5pb25NZXRlci5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...g/apache/pinot/common/metrics/ControllerMeter.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9Db250cm9sbGVyTWV0ZXIuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../apache/pinot/common/metrics/BrokerQueryPhase.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9Ccm9rZXJRdWVyeVBoYXNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../apache/pinot/common/metrics/MinionQueryPhase.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWV0cmljcy9NaW5pb25RdWVyeVBoYXNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...he/pinot/common/messages/SegmentReloadMessage.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9jb21tb24vbWVzc2FnZXMvU2VnbWVudFJlbG9hZE1lc3NhZ2UuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...pinot/core/data/manager/realtime/TimerService.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvVGltZXJTZXJ2aWNlLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...pinot/minion/exception/TaskCancelledException.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | ... and [381 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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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   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [1d1a7d3...d863947](https://codecov.io/gh/apache/pinot/pull/7906?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 #7906: Add global strategy for partial upsert

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #7906:
URL: https://github.com/apache/pinot/pull/7906#issuecomment-994616287


   # [Codecov](https://codecov.io/gh/apache/pinot/pull/7906?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 [#7906](https://codecov.io/gh/apache/pinot/pull/7906?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d863947) into [master](https://codecov.io/gh/apache/pinot/commit/1d1a7d34709b6a89985a610f46dd1c97d6c9271a?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1d1a7d3) will **decrease** coverage by `57.00%`.
   > The diff coverage is `0.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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    #7906       +/-   ##
   =============================================
   - Coverage     71.40%   14.40%   -57.01%     
   + Complexity     4223       81     -4142     
   =============================================
     Files          1597     1554       -43     
     Lines         82903    81100     -1803     
     Branches      12369    12178      -191     
   =============================================
   - Hits          59201    11679    -47522     
   - Misses        19689    68552    +48863     
   + Partials       4013      869     -3144     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | integration1 | `?` | |
   | integration2 | `?` | |
   | unittests1 | `?` | |
   | unittests2 | `14.40% <0.00%> (+0.03%)` | :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/7906?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 | |
   |---|---|---|
   | [...ata/manager/realtime/RealtimeTableDataManager.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL21hbmFnZXIvcmVhbHRpbWUvUmVhbHRpbWVUYWJsZURhdGFNYW5hZ2VyLmphdmE=) | `0.00% <0.00%> (-69.11%)` | :arrow_down: |
   | [...not/segment/local/upsert/PartialUpsertHandler.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc2VnbWVudC1sb2NhbC9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3Qvc2VnbWVudC9sb2NhbC91cHNlcnQvUGFydGlhbFVwc2VydEhhbmRsZXIuamF2YQ==) | `0.00% <0.00%> (-33.34%)` | :arrow_down: |
   | [...rg/apache/pinot/spi/config/table/UpsertConfig.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL1Vwc2VydENvbmZpZy5qYXZh) | `0.00% <0.00%> (-89.48%)` | :arrow_down: |
   | [...ain/java/org/apache/pinot/core/data/table/Key.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL0tleS5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/spi/utils/BooleanUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [.../java/org/apache/pinot/core/data/table/Record.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS9kYXRhL3RhYmxlL1JlY29yZC5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [.../java/org/apache/pinot/core/util/GroupByUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3QtY29yZS9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvcGlub3QvY29yZS91dGlsL0dyb3VwQnlVdGlscy5qYXZh) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/config/table/FSTType.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvY29uZmlnL3RhYmxlL0ZTVFR5cGUuamF2YQ==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | [...ava/org/apache/pinot/spi/data/MetricFieldSpec.java](https://codecov.io/gh/apache/pinot/pull/7906/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: |
   | [...va/org/apache/pinot/spi/utils/BigDecimalUtils.java](https://codecov.io/gh/apache/pinot/pull/7906/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-cGlub3Qtc3BpL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9waW5vdC9zcGkvdXRpbHMvQmlnRGVjaW1hbFV0aWxzLmphdmE=) | `0.00% <0.00%> (-100.00%)` | :arrow_down: |
   | ... and [1278 more](https://codecov.io/gh/apache/pinot/pull/7906/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/7906?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/7906?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 [1d1a7d3...d863947](https://codecov.io/gh/apache/pinot/pull/7906?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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