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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/03/29 17:13:20 UTC
[GitHub] [beam] robertwb opened a new pull request #14356: Better dataframe support for beam notebooks.
robertwb opened a new pull request #14356:
URL: https://github.com/apache/beam/pull/14356
One can now watch and collect a deferred dataframe.
Also provides expected columns for schema'd PCollections.
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[GitHub] [beam] rohdesamuel commented on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
rohdesamuel commented on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-811455472
LGTM thanks!
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[GitHub] [beam] robertwb merged pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
robertwb merged pull request #14356:
URL: https://github.com/apache/beam/pull/14356
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[GitHub] [beam] robertwb commented on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
robertwb commented on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809555335
R: @rohdesamuel
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (12a2d18) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.40% -0.01%
==========================================
Files 469 469
Lines 58727 58753 +26
==========================================
+ Hits 48989 49005 +16
- Misses 9738 9748 +10
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...\_beam/testing/benchmarks/nexmark/queries/query8.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL25leG1hcmsvcXVlcmllcy9xdWVyeTgucHk=) | | |
| [...he\_beam/testing/benchmarks/nexmark/nexmark\_perf.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL25leG1hcmsvbmV4bWFya19wZXJmLnB5) | | |
| [.../apache\_beam/runners/dataflow/internal/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kYXRhZmxvdy9pbnRlcm5hbC9fX2luaXRfXy5weQ==) | | |
| [...e\_beam/portability/api/beam\_interactive\_api\_pb2.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcG9ydGFiaWxpdHkvYXBpL2JlYW1faW50ZXJhY3RpdmVfYXBpX3BiMi5weQ==) | | |
| [...ild/srcs/sdks/python/apache\_beam/utils/sentinel.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvc2VudGluZWwucHk=) | | |
| [.../build/srcs/sdks/python/apache\_beam/utils/retry.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvcmV0cnkucHk=) | | |
| [...thon/apache\_beam/runners/worker/sdk\_worker\_main.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlcl9tYWluLnB5) | | |
| [...8/build/srcs/sdks/python/apache\_beam/io/kinesis.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8va2luZXNpcy5weQ==) | | |
| [.../srcs/sdks/python/apache\_beam/io/external/kafka.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZXh0ZXJuYWwva2Fma2EucHk=) | | |
| [...dks/python/apache\_beam/runners/pipeline\_context.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9waXBlbGluZV9jb250ZXh0LnB5) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...12a2d18](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (12a2d18) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.40% -0.01%
==========================================
Files 469 469
Lines 58727 58753 +26
==========================================
+ Hits 48989 49005 +16
- Misses 9738 9748 +10
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...cs/sdks/python/apache\_beam/runners/job/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9qb2IvX19pbml0X18ucHk=) | | |
| [...s/python/apache\_beam/utils/thread\_pool\_executor.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvdGhyZWFkX3Bvb2xfZXhlY3V0b3IucHk=) | | |
| [...ache\_beam/testing/benchmarks/chicago\_taxi/setup.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL2NoaWNhZ29fdGF4aS9zZXR1cC5weQ==) | | |
| [...ks/python/apache\_beam/io/gcp/datastore/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RhdGFzdG9yZS9fX2luaXRfXy5weQ==) | | |
| [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | | |
| [...build/srcs/sdks/python/apache\_beam/testing/util.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy91dGlsLnB5) | | |
| [...sdks/python/apache\_beam/ml/gcp/visionml\_test\_it.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3Zpc2lvbm1sX3Rlc3RfaXQucHk=) | | |
| [...cs/sdks/python/apache\_beam/runners/direct/clock.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvY2xvY2sucHk=) | | |
| [...ld/srcs/sdks/python/apache\_beam/coders/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL19faW5pdF9fLnB5) | | |
| [.../python/apache\_beam/examples/windowed\_wordcount.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd2luZG93ZWRfd29yZGNvdW50LnB5) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...12a2d18](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] TheNeuralBit commented on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-815089715
Just want to note the jira for this is BEAM-11855
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (67717e2) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.41% -0.01%
==========================================
Files 469 469
Lines 58727 58749 +22
==========================================
+ Hits 48989 49003 +14
- Misses 9738 9746 +8
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...build/srcs/sdks/python/apache\_beam/io/snowflake.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc25vd2ZsYWtlLnB5) | | |
| [...srcs/sdks/python/apache\_beam/io/gcp/dicomclient.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RpY29tY2xpZW50LnB5) | | |
| [...thon/apache\_beam/testing/metric\_result\_matchers.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9tZXRyaWNfcmVzdWx0X21hdGNoZXJzLnB5) | | |
| [.../srcs/sdks/python/apache\_beam/metrics/execution.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWV0cmljcy9leGVjdXRpb24ucHk=) | | |
| [...pache\_beam/runners/portability/portable\_metrics.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9wb3J0YWJsZV9tZXRyaWNzLnB5) | | |
| [...ython/apache\_beam/typehints/decorators\_test\_py3.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHlwZWhpbnRzL2RlY29yYXRvcnNfdGVzdF9weTMucHk=) | | |
| [...srcs/sdks/python/apache\_beam/dataframe/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL19faW5pdF9fLnB5) | | |
| [...nippets/transforms/aggregation/groupintobatches.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc25pcHBldHMvdHJhbnNmb3Jtcy9hZ2dyZWdhdGlvbi9ncm91cGludG9iYXRjaGVzLnB5) | | |
| [...testing/benchmarks/nexmark/queries/winning\_bids.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL25leG1hcmsvcXVlcmllcy93aW5uaW5nX2JpZHMucHk=) | | |
| [.../srcs/sdks/python/apache\_beam/coders/observable.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL29ic2VydmFibGUucHk=) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...67717e2](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] TheNeuralBit commented on a change in pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on a change in pull request #14356:
URL: https://github.com/apache/beam/pull/14356#discussion_r622418836
##########
File path: sdks/python/apache_beam/runners/interactive/recording_manager.py
##########
@@ -289,10 +291,16 @@ def _watch(self, pcolls):
"""
watched_pcollections = set()
+ watched_dataframes = set()
for watching in ie.current_env().watching():
for _, val in watching:
if isinstance(val, beam.pvalue.PCollection):
watched_pcollections.add(val)
+ elif isinstance(val, DeferredBase):
+ watched_dataframes.add(val)
+ # Convert them all in a single step for efficiency.
+ for pcoll in to_pcollection(*watched_dataframes, always_return_tuple=True):
+ watched_pcollections.add(pcoll)
Review comment:
Got it thanks - I filed BEAM-12246 for this.
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[GitHub] [beam] robertwb commented on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
robertwb commented on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-810518310
Run PythonLint PreCommit
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (67717e2) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.41% -0.01%
==========================================
Files 469 469
Lines 58727 58749 +22
==========================================
+ Hits 48989 49003 +14
- Misses 9738 9746 +8
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...s/python/apache\_beam/io/aws/clients/s3/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vYXdzL2NsaWVudHMvczMvX19pbml0X18ucHk=) | | |
| [...cs/sdks/python/apache\_beam/internal/http\_client.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvaHR0cF9jbGllbnQucHk=) | | |
| [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | | |
| [...s/sdks/python/apache\_beam/io/gcp/bigquery\_tools.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3Rvb2xzLnB5) | | |
| [...python/apache\_beam/runners/direct/direct\_runner.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvZGlyZWN0X3J1bm5lci5weQ==) | | |
| [...e\_beam/io/gcp/big\_query\_query\_to\_table\_pipeline.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ19xdWVyeV9xdWVyeV90b190YWJsZV9waXBlbGluZS5weQ==) | | |
| [...s/python/apache\_beam/examples/complete/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvX19pbml0X18ucHk=) | | |
| [.../python/apache\_beam/io/gcp/tests/pubsub\_matcher.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL3Rlc3RzL3B1YnN1Yl9tYXRjaGVyLnB5) | | |
| [...s/python/apache\_beam/testing/datatype\_inference.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9kYXRhdHlwZV9pbmZlcmVuY2UucHk=) | | |
| [...beam/testing/benchmarks/nexmark/models/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL25leG1hcmsvbW9kZWxzL19faW5pdF9fLnB5) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...67717e2](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] robertwb commented on a change in pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
robertwb commented on a change in pull request #14356:
URL: https://github.com/apache/beam/pull/14356#discussion_r620656458
##########
File path: sdks/python/apache_beam/runners/interactive/recording_manager.py
##########
@@ -289,10 +291,16 @@ def _watch(self, pcolls):
"""
watched_pcollections = set()
+ watched_dataframes = set()
for watching in ie.current_env().watching():
for _, val in watching:
if isinstance(val, beam.pvalue.PCollection):
watched_pcollections.add(val)
+ elif isinstance(val, DeferredBase):
+ watched_dataframes.add(val)
+ # Convert them all in a single step for efficiency.
+ for pcoll in to_pcollection(*watched_dataframes, always_return_tuple=True):
+ watched_pcollections.add(pcoll)
Review comment:
Fur sure. I actually started down this road, but it got messier (still totally doable, but out of scope for my timebox) to deal with the count parameter and windowing info.
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (12a2d18) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.40% -0.01%
==========================================
Files 469 469
Lines 58727 58753 +26
==========================================
+ Hits 48989 49005 +16
- Misses 9738 9748 +10
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...python/apache\_beam/examples/streaming\_wordcount.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc3RyZWFtaW5nX3dvcmRjb3VudC5weQ==) | | |
| [.../build/srcs/sdks/python/apache\_beam/utils/retry.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvcmV0cnkucHk=) | | |
| [.../python/apache\_beam/io/gcp/tests/pubsub\_matcher.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL3Rlc3RzL3B1YnN1Yl9tYXRjaGVyLnB5) | | |
| [...rcs/sdks/python/apache\_beam/io/aws/s3filesystem.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vYXdzL3MzZmlsZXN5c3RlbS5weQ==) | | |
| [...examples/snippets/transforms/aggregation/latest.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc25pcHBldHMvdHJhbnNmb3Jtcy9hZ2dyZWdhdGlvbi9sYXRlc3QucHk=) | | |
| [...pache\_beam/runners/portability/artifact\_service.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9hcnRpZmFjdF9zZXJ2aWNlLnB5) | | |
| [...am/testing/benchmarks/chicago\_taxi/trainer/task.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL2NoaWNhZ29fdGF4aS90cmFpbmVyL3Rhc2sucHk=) | | |
| [...ython/apache\_beam/io/aws/clients/s3/fake\_client.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vYXdzL2NsaWVudHMvczMvZmFrZV9jbGllbnQucHk=) | | |
| [...ld/srcs/sdks/python/apache\_beam/utils/timestamp.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvdGltZXN0YW1wLnB5) | | |
| [...on/apache\_beam/runners/portability/flink\_runner.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9mbGlua19ydW5uZXIucHk=) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...12a2d18](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] TheNeuralBit commented on a change in pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on a change in pull request #14356:
URL: https://github.com/apache/beam/pull/14356#discussion_r620647659
##########
File path: sdks/python/apache_beam/runners/interactive/recording_manager.py
##########
@@ -289,10 +291,16 @@ def _watch(self, pcolls):
"""
watched_pcollections = set()
+ watched_dataframes = set()
for watching in ie.current_env().watching():
for _, val in watching:
if isinstance(val, beam.pvalue.PCollection):
watched_pcollections.add(val)
+ elif isinstance(val, DeferredBase):
+ watched_dataframes.add(val)
+ # Convert them all in a single step for efficiency.
+ for pcoll in to_pcollection(*watched_dataframes, always_return_tuple=True):
+ watched_pcollections.add(pcoll)
Review comment:
I think it would be preferable to use `to_pcollection(yield='pandas')` here and then just concat the raw DataFrames we collect. That would avoid issues with the imperfect mapping back to beam schemas (e.g. pandas allows duplicate column names, and to_pcollection doesn't have a good story for mapping the index)
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (67717e2) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
> :exclamation: Current head 67717e2 differs from pull request most recent head 12a2d18. Consider uploading reports for the commit 12a2d18 to get more accurate results
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.41% -0.01%
==========================================
Files 469 469
Lines 58727 58749 +22
==========================================
+ Hits 48989 49003 +14
- Misses 9738 9746 +8
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...am/examples/snippets/transforms/aggregation/max.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc25pcHBldHMvdHJhbnNmb3Jtcy9hZ2dyZWdhdGlvbi9tYXgucHk=) | | |
| [...py38/build/srcs/sdks/python/apache\_beam/io/jdbc.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vamRiYy5weQ==) | | |
| [...38/build/srcs/sdks/python/apache\_beam/io/avroio.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vYXZyb2lvLnB5) | | |
| [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | | |
| [...dks/python/apache\_beam/testing/extra\_assertions.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9leHRyYV9hc3NlcnRpb25zLnB5) | | |
| [...eam/runners/interactive/caching/streaming\_cache.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9jYWNoaW5nL3N0cmVhbWluZ19jYWNoZS5weQ==) | | |
| [...y38/build/srcs/sdks/python/apache\_beam/io/kafka.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8va2Fma2EucHk=) | | |
| [...srcs/sdks/python/apache\_beam/dataframe/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL19faW5pdF9fLnB5) | | |
| [...hon/apache\_beam/examples/cookbook/mergecontacts.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svbWVyZ2Vjb250YWN0cy5weQ==) | | |
| [.../srcs/sdks/python/apache\_beam/coders/observable.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL29ic2VydmFibGUucHk=) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...12a2d18](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] codecov[bot] edited a comment on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (67717e2) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.41% -0.01%
==========================================
Files 469 469
Lines 58727 58749 +22
==========================================
+ Hits 48989 49003 +14
- Misses 9738 9746 +8
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...sdks/python/apache\_beam/utils/subprocess\_server.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvc3VicHJvY2Vzc19zZXJ2ZXIucHk=) | | |
| [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | | |
| [.../snippets/transforms/elementwise/withtimestamps.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc25pcHBldHMvdHJhbnNmb3Jtcy9lbGVtZW50d2lzZS93aXRodGltZXN0YW1wcy5weQ==) | | |
| [...s/python/apache\_beam/testing/datatype\_inference.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9kYXRhdHlwZV9pbmZlcmVuY2UucHk=) | | |
| [...eam/runners/interactive/options/capture\_control.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9vcHRpb25zL2NhcHR1cmVfY29udHJvbC5weQ==) | | |
| [.../apache\_beam/ml/gcp/videointelligenceml\_test\_it.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3ZpZGVvaW50ZWxsaWdlbmNlbWxfdGVzdF9pdC5weQ==) | | |
| [...cs/sdks/python/apache\_beam/typehints/decorators.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHlwZWhpbnRzL2RlY29yYXRvcnMucHk=) | | |
| [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | | |
| [...cs/sdks/python/apache\_beam/dataframe/frame\_base.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lX2Jhc2UucHk=) | | |
| [...am/examples/snippets/transforms/aggregation/top.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc25pcHBldHMvdHJhbnNmb3Jtcy9hZ2dyZWdhdGlvbi90b3AucHk=) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...67717e2](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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[GitHub] [beam] codecov[bot] commented on pull request #14356: Better dataframe support for beam notebooks.
Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #14356:
URL: https://github.com/apache/beam/pull/14356#issuecomment-809568283
# [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=h1) Report
> Merging [#14356](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=desc) (67717e2) into [master](https://codecov.io/gh/apache/beam/commit/ba4bb1f026204ba4339dce6be56dbd0052abd3fb?el=desc) (ba4bb1f) will **decrease** coverage by `0.00%`.
> The diff coverage is `n/a`.
[](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree)
```diff
@@ Coverage Diff @@
## master #14356 +/- ##
==========================================
- Coverage 83.41% 83.41% -0.01%
==========================================
Files 469 469
Lines 58727 58749 +22
==========================================
+ Hits 48989 49003 +14
- Misses 9738 9746 +8
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [...\_beam/testing/benchmarks/nexmark/queries/query0.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL25leG1hcmsvcXVlcmllcy9xdWVyeTAucHk=) | | |
| [.../srcs/sdks/python/apache\_beam/coders/typecoders.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3R5cGVjb2RlcnMucHk=) | | |
| [...n/apache\_beam/examples/complete/game/game\_stats.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9nYW1lX3N0YXRzLnB5) | | |
| [.../internal/clients/dataflow/dataflow\_v1b3\_client.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kYXRhZmxvdy9pbnRlcm5hbC9jbGllbnRzL2RhdGFmbG93L2RhdGFmbG93X3YxYjNfY2xpZW50LnB5) | | |
| [.../python/apache\_beam/io/gcp/tests/pubsub\_matcher.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL3Rlc3RzL3B1YnN1Yl9tYXRjaGVyLnB5) | | |
| [.../interactive/display/interactive\_pipeline\_graph.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9kaXNwbGF5L2ludGVyYWN0aXZlX3BpcGVsaW5lX2dyYXBoLnB5) | | |
| [...sdks/python/apache\_beam/io/watermark\_estimators.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vd2F0ZXJtYXJrX2VzdGltYXRvcnMucHk=) | | |
| [...thon/apache\_beam/runners/portability/job\_server.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9qb2Jfc2VydmVyLnB5) | | |
| [.../srcs/sdks/python/apache\_beam/io/azure/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vYXp1cmUvX19pbml0X18ucHk=) | | |
| [...cs/sdks/python/apache\_beam/portability/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcG9ydGFiaWxpdHkvX19pbml0X18ucHk=) | | |
| ... and [928 more](https://codecov.io/gh/apache/beam/pull/14356/diff?src=pr&el=tree-more) | |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=footer). Last update [ba4bb1f...67717e2](https://codecov.io/gh/apache/beam/pull/14356?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
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