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https://issues.apache.org/jira/browse/BEAM-13314?focusedWorklogId=742900&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-742900
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ASF GitHub Bot logged work on BEAM-13314:
-----------------------------------------

                Author: ASF GitHub Bot
            Created on: 17/Mar/22 00:53
            Start Date: 17/Mar/22 00:53
    Worklog Time Spent: 10m 
      Work Description: codecov[bot] commented on pull request #16938:
URL: https://github.com/apache/beam/pull/16938#issuecomment-1069789489


   # 
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 Report
   > Merging 
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 (2a45a5b) will **increase** coverage by `0.94%`.
   > The diff coverage is `26.35%`.
   
   > :exclamation: Current head d46bd07 differs from pull request most recent 
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accurate results
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #16938      +/-   ##
   ==========================================
   + Coverage   73.00%   73.95%   +0.94%     
   ==========================================
     Files         658      669      +11     
     Lines       86706    88159    +1453     
   ==========================================
   + Hits        63301    65194    +1893     
   + Misses      22405    21853     -552     
   - Partials     1000     1112     +112     
   ```
   
   | Flag | Coverage Δ | |
   |---|---|---|
   | go | `49.35% <26.35%> (+3.69%)` | :arrow_up: |
   | python | `83.64% <ø> (+0.03%)` | :arrow_up: |
   
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 | `82.60% <ø> (ø)` | |
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 | `74.28% <ø> (ø)` | |
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 | `11.26% <0.00%> (-1.43%)` | :arrow_down: |
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 | `48.61% <22.22%> (-8.80%)` | :arrow_down: |
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 | `50.45% <25.00%> (ø)` | |
   | 
[...kg/beam/core/runtime/xlangx/expansionx/download.go](https://codecov.io/gh/apache/beam/pull/16938/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUveGxhbmd4L2V4cGFuc2lvbngvZG93bmxvYWQuZ28=)
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 | `60.43% <66.66%> (ø)` | |
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 | `69.26% <80.00%> (+0.56%)` | :arrow_up: |
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 | `74.41% <100.00%> (ø)` | |
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Issue Time Tracking
-------------------

    Worklog Id:     (was: 742900)
    Time Spent: 5h 10m  (was: 5h)

> Revise recommendations to manage Python pipeline dependencies. 
> ---------------------------------------------------------------
>
>                 Key: BEAM-13314
>                 URL: https://issues.apache.org/jira/browse/BEAM-13314
>             Project: Beam
>          Issue Type: Improvement
>          Components: sdk-py-core, website
>            Reporter: Valentyn Tymofieiev
>            Assignee: Anand Inguva
>            Priority: P2
>              Labels: usability
>          Time Spent: 5h 10m
>  Remaining Estimate: 0h
>
> The page  
> https://beam.apache.org/documentation/sdks/python-pipeline-dependencies/ 
> recommends managing Python dependencies via requirements files.
> This approach is currently inefficient in light of introduction and adoption 
> of PEP-517 by some packages, see: 
> https://lists.apache.org/thread/trljnxo39c0cmff790yff3h8n5okqt3q  and the 
> rest of the thread, and does not mention Custom Containers or SDK prebuilding 
> workflows.
>  
> We should revise it and document best practices.



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