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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/08/25 20:26:18 UTC

[GitHub] [beam] yifanmai opened a new pull request #15391: [BEAM-12798] Add configurable combiner packing limit

yifanmai opened a new pull request #15391:
URL: https://github.com/apache/beam/pull/15391


   Currently translations.pack_combiners has no upper limit, which means it can potentially pack thousands of combiners together, which may cause OOM issues if the accumulators are large. This limits combiner packing to 128 combiners by default. Users can override this limit by setting the annotation's value to an integer.
   
   ------------------------
   
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   --------------------------------------------------------
   
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         <th>Lang</th>
         <th>ULR</th>
         <th>Dataflow</th>
         <th>Flink</th>
         <th>Samza</th>
         <th>Spark</th>
         <th>Twister2</th>
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   Examples testing status on various runners
   --------------------------------------------------------
   
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         <th>Lang</th>
         <th>ULR</th>
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         <td>---</td>
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         <td>XLang</td>
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         <td>---</td>
         <td>---</td>
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   </table>
   
   Post-Commit SDK/Transform Integration Tests Status (on master branch)
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         <th>Go</th>
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   Pre-Commit Tests Status (on master branch)
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   <table>
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         <th>Python</th>
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         <td>---</td>
         <td>---</td>
         <td>---</td>
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[GitHub] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243






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[GitHub] [beam] robertwb commented on a change in pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
robertwb commented on a change in pull request #15391:
URL: https://github.com/apache/beam/pull/15391#discussion_r717035959



##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -765,6 +767,27 @@ def _group_stages_by_key(stages, get_stage_key):
   return (grouped_stages, stages_with_none_key)
 
 
+def _group_stages_with_limit(stages, get_limit):
+  # type: (Iterable[Stage], Callable[[[str], int]]) -> Iterable[Iterable[Stage]]
+  stages_with_limit = [(stage, get_limit(stage.name)) for stage in stages]
+  group = []
+  group_limit = 0
+  for stage, limit in sorted(stages_with_limit, key=operator.itemgetter(1)):
+    if limit < 1:
+      raise Exception(
+          'expected get_limit to return an integer >= 1, '
+          'instead got: %d for stage: %s' % (limit, stage))
+    if not group:
+      group_limit = limit
+    assert len(group) < group_limit
+    group.append(stage)

Review comment:
       My mistake, I was thinking the iteration was from largest to smallest. 




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[GitHub] [beam] codecov[bot] commented on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (90f41ff) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **decrease** coverage by `0.01%`.
   > The diff coverage is `97.05%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15391/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15391?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   #15391      +/-   ##
   ==========================================
   - Coverage   83.67%   83.66%   -0.02%     
   ==========================================
     Files         440      440              
     Lines       59990    60023      +33     
   ==========================================
   + Hits        50198    50216      +18     
   - Misses       9792     9807      +15     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15391?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 | |
   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.96%> (+0.69%)` | :arrow_up: |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `56.81% <100.00%> (-12.95%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | `86.67% <0.00%> (-0.74%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5LnB5) | `66.95% <0.00%> (-0.67%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.14% <0.00%> (-0.38%)` | :arrow_down: |
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.87% <0.00%> (-0.07%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `88.87% <0.00%> (+0.14%)` | :arrow_up: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.95% <0.00%> (+0.15%)` | :arrow_up: |
   | ... and [3 more](https://codecov.io/gh/apache/beam/pull/15391/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/beam/pull/15391?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/beam/pull/15391?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 [b236713...90f41ff](https://codecov.io/gh/apache/beam/pull/15391?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] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (c8b3b1a) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **increase** coverage by `0.10%`.
   > The diff coverage is `96.87%`.
   
   > :exclamation: Current head c8b3b1a differs from pull request most recent head 9d77020. Consider uploading reports for the commit 9d77020 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15391/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15391?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   #15391      +/-   ##
   ==========================================
   + Coverage   83.67%   83.78%   +0.10%     
   ==========================================
     Files         440      444       +4     
     Lines       59990    60217     +227     
   ==========================================
   + Hits        50198    50451     +253     
   + Misses       9792     9766      -26     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15391?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 | |
   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.77%> (+0.69%)` | :arrow_up: |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `56.81% <100.00%> (-12.95%)` | :arrow_down: |
   | [.../python/apache\_beam/testing/test\_stream\_service.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy90ZXN0X3N0cmVhbV9zZXJ2aWNlLnB5) | `88.37% <0.00%> (-4.66%)` | :arrow_down: |
   | [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `96.55% <0.00%> (-2.43%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | `90.74% <0.00%> (-1.79%)` | :arrow_down: |
   | [sdks/python/apache\_beam/internal/metrics/metric.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvbWV0cmljcy9tZXRyaWMucHk=) | `90.42% <0.00%> (-1.07%)` | :arrow_down: |
   | [.../apache\_beam/io/gcp/datastore/v1new/datastoreio.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RhdGFzdG9yZS92MW5ldy9kYXRhc3RvcmVpby5weQ==) | `86.45% <0.00%> (-0.99%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | `86.67% <0.00%> (-0.74%)` | :arrow_down: |
   | ... and [42 more](https://codecov.io/gh/apache/beam/pull/15391/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/beam/pull/15391?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/beam/pull/15391?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 [b236713...9d77020](https://codecov.io/gh/apache/beam/pull/15391?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] [beam] robertwb commented on a change in pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
robertwb commented on a change in pull request #15391:
URL: https://github.com/apache/beam/pull/15391#discussion_r705809380



##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -818,7 +841,7 @@ def _eliminate_common_key_with_none(stages, context, can_pack=lambda s: True):
   # elimination, and group eligible KeyWithNone stages by parent and
   # environment.
   def get_stage_key(stage):
-    if len(stage.transforms) == 1 and can_pack(stage.name):
+    if len(stage.transforms) == 1 and int(can_pack(stage.name)) > 0:

Review comment:
       `can_pack(stage.name)` is equivalent (assuming no negative values) and more clear. 

##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -765,6 +767,27 @@ def _group_stages_by_key(stages, get_stage_key):
   return (grouped_stages, stages_with_none_key)
 
 
+def _group_stages_with_limit(stages, get_limit):
+  # type: (Iterable[Stage], Callable[[[str], int]]) -> Iterable[Iterable[Stage]]
+  stages_with_limit = [(stage, get_limit(stage.name)) for stage in stages]
+  group = []
+  group_limit = 0
+  for stage, limit in sorted(stages_with_limit, key=operator.itemgetter(1)):
+    if limit < 1:
+      raise Exception(
+          'expected get_limit to return an integer >= 1, '
+          'instead got: %d for stage: %s' % (limit, stage))
+    if not group:
+      group_limit = limit
+    assert len(group) < group_limit
+    group.append(stage)

Review comment:
       This will put stages into groups that are too big, e.g. if we have
   
   `[(big, 10), (s1, 2), (s2, 2)]`
   
   they will all end up in the same group. Instead, it seems you should append if len(group) < limit, else make a new group. 

##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -919,10 +945,17 @@ def _try_fuse_stages(a, b):
     else:
       raise ValueError
 
+  def _get_limit(stage_name):
+    result = can_pack(stage_name)
+    if result is True:
+      return _DEFAULT_PACK_COMBINERS_LIMIT
+    else:
+      return int(result)
+
   # Partition stages by whether they are eligible for CombinePerKey packing
   # and group eligible CombinePerKey stages by parent and environment.
   def get_stage_key(stage):
-    if (len(stage.transforms) == 1 and can_pack(stage.name) and
+    if (len(stage.transforms) == 1 and int(can_pack(stage.name)) > 0 and

Review comment:
       same




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[GitHub] [beam] aaltay commented on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
aaltay commented on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-912846906


   What is the next step on this PR?


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (91579c5) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **increase** coverage by `0.11%`.
   > The diff coverage is `97.05%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15391/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15391?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   #15391      +/-   ##
   ==========================================
   + Coverage   83.67%   83.79%   +0.11%     
   ==========================================
     Files         440      444       +4     
     Lines       59990    60218     +228     
   ==========================================
   + Hits        50198    50458     +260     
   + Misses       9792     9760      -32     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15391?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 | |
   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.96%> (+0.70%)` | :arrow_up: |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `56.81% <100.00%> (-12.95%)` | :arrow_down: |
   | [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `96.55% <0.00%> (-2.43%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/internal/metrics/metric.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvbWV0cmljcy9tZXRyaWMucHk=) | `90.42% <0.00%> (-1.07%)` | :arrow_down: |
   | [.../apache\_beam/io/gcp/datastore/v1new/datastoreio.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RhdGFzdG9yZS92MW5ldy9kYXRhc3RvcmVpby5weQ==) | `86.45% <0.00%> (-0.99%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | `86.67% <0.00%> (-0.74%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/augmented\_pipeline.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9hdWdtZW50ZWRfcGlwZWxpbmUucHk=) | `69.38% <0.00%> (-0.62%)` | :arrow_down: |
   | [...he\_beam/runners/interactive/pipeline\_instrument.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9waXBlbGluZV9pbnN0cnVtZW50LnB5) | `99.09% <0.00%> (-0.38%)` | :arrow_down: |
   | ... and [41 more](https://codecov.io/gh/apache/beam/pull/15391/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/beam/pull/15391?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/beam/pull/15391?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 [b236713...91579c5](https://codecov.io/gh/apache/beam/pull/15391?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] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (90f41ff) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **decrease** coverage by `0.01%`.
   > The diff coverage is `97.05%`.
   
   > :exclamation: Current head 90f41ff differs from pull request most recent head c8b3b1a. Consider uploading reports for the commit c8b3b1a to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15391/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15391?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   #15391      +/-   ##
   ==========================================
   - Coverage   83.67%   83.66%   -0.02%     
   ==========================================
     Files         440      440              
     Lines       59990    60023      +33     
   ==========================================
   + Hits        50198    50216      +18     
   - Misses       9792     9807      +15     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15391?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 | |
   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.96%> (+0.69%)` | :arrow_up: |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `56.81% <100.00%> (-12.95%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | `86.67% <0.00%> (-0.74%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5LnB5) | `66.95% <0.00%> (-0.67%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.14% <0.00%> (-0.38%)` | :arrow_down: |
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.87% <0.00%> (-0.07%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `88.87% <0.00%> (+0.14%)` | :arrow_up: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.95% <0.00%> (+0.15%)` | :arrow_up: |
   | ... and [3 more](https://codecov.io/gh/apache/beam/pull/15391/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/beam/pull/15391?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/beam/pull/15391?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 [b236713...c8b3b1a](https://codecov.io/gh/apache/beam/pull/15391?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] [beam] robertwb merged pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
robertwb merged pull request #15391:
URL: https://github.com/apache/beam/pull/15391


   


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[GitHub] [beam] yifanmai commented on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
yifanmai commented on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905849544


   R: @robertwb 


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (c8b3b1a) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **increase** coverage by `0.10%`.
   > The diff coverage is `96.87%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15391/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15391?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   #15391      +/-   ##
   ==========================================
   + Coverage   83.67%   83.78%   +0.10%     
   ==========================================
     Files         440      444       +4     
     Lines       59990    60217     +227     
   ==========================================
   + Hits        50198    50451     +253     
   + Misses       9792     9766      -26     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15391?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 | |
   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.77%> (+0.69%)` | :arrow_up: |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `56.81% <100.00%> (-12.95%)` | :arrow_down: |
   | [.../python/apache\_beam/testing/test\_stream\_service.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy90ZXN0X3N0cmVhbV9zZXJ2aWNlLnB5) | `88.37% <0.00%> (-4.66%)` | :arrow_down: |
   | [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `96.55% <0.00%> (-2.43%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | `90.74% <0.00%> (-1.79%)` | :arrow_down: |
   | [sdks/python/apache\_beam/internal/metrics/metric.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvbWV0cmljcy9tZXRyaWMucHk=) | `90.42% <0.00%> (-1.07%)` | :arrow_down: |
   | [.../apache\_beam/io/gcp/datastore/v1new/datastoreio.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RhdGFzdG9yZS92MW5ldy9kYXRhc3RvcmVpby5weQ==) | `86.45% <0.00%> (-0.99%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | `86.67% <0.00%> (-0.74%)` | :arrow_down: |
   | ... and [42 more](https://codecov.io/gh/apache/beam/pull/15391/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/beam/pull/15391?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/beam/pull/15391?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 [b236713...c8b3b1a](https://codecov.io/gh/apache/beam/pull/15391?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] [beam] yifanmai commented on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
yifanmai commented on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905849983


   cc @iindyk


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[GitHub] [beam] robertwb merged pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
robertwb merged pull request #15391:
URL: https://github.com/apache/beam/pull/15391


   


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[GitHub] [beam] yifanmai commented on a change in pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
yifanmai commented on a change in pull request #15391:
URL: https://github.com/apache/beam/pull/15391#discussion_r711196560



##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -919,10 +945,17 @@ def _try_fuse_stages(a, b):
     else:
       raise ValueError
 
+  def _get_limit(stage_name):
+    result = can_pack(stage_name)
+    if result is True:
+      return _DEFAULT_PACK_COMBINERS_LIMIT
+    else:
+      return int(result)
+
   # Partition stages by whether they are eligible for CombinePerKey packing
   # and group eligible CombinePerKey stages by parent and environment.
   def get_stage_key(stage):
-    if (len(stage.transforms) == 1 and can_pack(stage.name) and
+    if (len(stage.transforms) == 1 and int(can_pack(stage.name)) > 0 and

Review comment:
       Fixed.

##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -818,7 +841,7 @@ def _eliminate_common_key_with_none(stages, context, can_pack=lambda s: True):
   # elimination, and group eligible KeyWithNone stages by parent and
   # environment.
   def get_stage_key(stage):
-    if len(stage.transforms) == 1 and can_pack(stage.name):
+    if len(stage.transforms) == 1 and int(can_pack(stage.name)) > 0:

Review comment:
       Fixed.

##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -765,6 +767,27 @@ def _group_stages_by_key(stages, get_stage_key):
   return (grouped_stages, stages_with_none_key)
 
 
+def _group_stages_with_limit(stages, get_limit):
+  # type: (Iterable[Stage], Callable[[[str], int]]) -> Iterable[Iterable[Stage]]
+  stages_with_limit = [(stage, get_limit(stage.name)) for stage in stages]
+  group = []
+  group_limit = 0
+  for stage, limit in sorted(stages_with_limit, key=operator.itemgetter(1)):
+    if limit < 1:
+      raise Exception(
+          'expected get_limit to return an integer >= 1, '
+          'instead got: %d for stage: %s' % (limit, stage))
+    if not group:
+      group_limit = limit
+    assert len(group) < group_limit
+    group.append(stage)

Review comment:
       I ran this manually and the output was `[['s1', 's2'], ['big']]`. I added a similar test case for testing a mix of limits.




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[GitHub] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (9d77020) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **increase** coverage by `0.11%`.
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   ```diff
   @@            Coverage Diff             @@
   ##           master   #15391      +/-   ##
   ==========================================
   + Coverage   83.67%   83.79%   +0.11%     
   ==========================================
     Files         440      444       +4     
     Lines       59990    60217     +227     
   ==========================================
   + Hits        50198    50457     +259     
   + Misses       9792     9760      -32     
   ```
   
   
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   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.87%> (+0.69%)` | :arrow_up: |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `56.81% <100.00%> (-12.95%)` | :arrow_down: |
   | [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `96.55% <0.00%> (-2.43%)` | :arrow_down: |
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   | [sdks/python/apache\_beam/internal/metrics/metric.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvbWV0cmljcy9tZXRyaWMucHk=) | `90.42% <0.00%> (-1.07%)` | :arrow_down: |
   | [.../apache\_beam/io/gcp/datastore/v1new/datastoreio.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RhdGFzdG9yZS92MW5ldy9kYXRhc3RvcmVpby5weQ==) | `86.45% <0.00%> (-0.99%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | `86.67% <0.00%> (-0.74%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/augmented\_pipeline.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9hdWdtZW50ZWRfcGlwZWxpbmUucHk=) | `69.38% <0.00%> (-0.62%)` | :arrow_down: |
   | [...he\_beam/runners/interactive/pipeline\_instrument.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9waXBlbGluZV9pbnN0cnVtZW50LnB5) | `99.09% <0.00%> (-0.38%)` | :arrow_down: |
   | ... and [41 more](https://codecov.io/gh/apache/beam/pull/15391/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/beam/pull/15391?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/beam/pull/15391?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 [b236713...9d77020](https://codecov.io/gh/apache/beam/pull/15391?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] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15391?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 [#15391](https://codecov.io/gh/apache/beam/pull/15391?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (91579c5) into [master](https://codecov.io/gh/apache/beam/commit/d59b1a011cc50e34737e49025b97597f5ce64751?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d59b1a0) will **increase** coverage by `0.11%`.
   > The diff coverage is `97.05%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15391/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15391?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   #15391      +/-   ##
   ==========================================
   + Coverage   83.67%   83.79%   +0.11%     
   ==========================================
     Files         440      444       +4     
     Lines       59990    60218     +228     
   ==========================================
   + Hits        50198    50458     +260     
   + Misses       9792     9760      -32     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15391?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 | |
   |---|---|---|
   | [.../runners/portability/fn\_api\_runner/translations.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbl9hcGlfcnVubmVyL3RyYW5zbGF0aW9ucy5weQ==) | `93.41% <96.96%> (+0.70%)` | :arrow_up: |
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   | [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `96.55% <0.00%> (-2.43%)` | :arrow_down: |
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   | [...che\_beam/runners/interactive/augmented\_pipeline.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9hdWdtZW50ZWRfcGlwZWxpbmUucHk=) | `69.38% <0.00%> (-0.62%)` | :arrow_down: |
   | [...he\_beam/runners/interactive/pipeline\_instrument.py](https://codecov.io/gh/apache/beam/pull/15391/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9waXBlbGluZV9pbnN0cnVtZW50LnB5) | `99.09% <0.00%> (-0.38%)` | :arrow_down: |
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   ------
   
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[GitHub] [beam] robertwb commented on a change in pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
robertwb commented on a change in pull request #15391:
URL: https://github.com/apache/beam/pull/15391#discussion_r717035959



##########
File path: sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py
##########
@@ -765,6 +767,27 @@ def _group_stages_by_key(stages, get_stage_key):
   return (grouped_stages, stages_with_none_key)
 
 
+def _group_stages_with_limit(stages, get_limit):
+  # type: (Iterable[Stage], Callable[[[str], int]]) -> Iterable[Iterable[Stage]]
+  stages_with_limit = [(stage, get_limit(stage.name)) for stage in stages]
+  group = []
+  group_limit = 0
+  for stage, limit in sorted(stages_with_limit, key=operator.itemgetter(1)):
+    if limit < 1:
+      raise Exception(
+          'expected get_limit to return an integer >= 1, '
+          'instead got: %d for stage: %s' % (limit, stage))
+    if not group:
+      group_limit = limit
+    assert len(group) < group_limit
+    group.append(stage)

Review comment:
       My mistake, I was thinking the iteration was from largest to smallest. 




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[GitHub] [beam] codecov[bot] edited a comment on pull request #15391: [BEAM-12798] Add configurable combiner packing limit

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15391:
URL: https://github.com/apache/beam/pull/15391#issuecomment-905865243


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   ```diff
   @@            Coverage Diff             @@
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   ==========================================
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     Files         440      440              
     Lines       59990    60023      +33     
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