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https://issues.apache.org/jira/browse/BEAM-8140?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17184377#comment-17184377
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Beam JIRA Bot commented on BEAM-8140:
-------------------------------------

This issue was marked "stale-P2" and has not received a public comment in 14 
days. It is now automatically moved to P3. If you are still affected by it, you 
can comment and move it back to P2.

> Python API: PTransform should be immutable and reusable
> -------------------------------------------------------
>
>                 Key: BEAM-8140
>                 URL: https://issues.apache.org/jira/browse/BEAM-8140
>             Project: Beam
>          Issue Type: Bug
>          Components: sdk-py-core
>            Reporter: Chris Suchanek
>            Priority: P3
>
> While the Java API seems fine the Python API is (at least) counterintuitive.
> Let's see the following example:
> {code:python}
> p1 = beam.Pipeline()
> p2 = beam.Pipeline()
> node = 'ReadTrainData' >> beam.io.ReadFromText("/tmp/aaa.txt")
> p1 | node 
> p2 | node //fails here {code}
> The code above will fail because the _node_ somehow remembers that it was 
> already attached to _p1_. In fact, unlike in Java, the | (apply) method is 
> defined on the _PTransform_.
> If any, only the pipeline object should be mutable here.



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