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Posted to issues@beam.apache.org by "Beam JIRA Bot (Jira)" <ji...@apache.org> on 2022/03/13 16:59:00 UTC

[jira] [Commented] (BEAM-12554) WriteToFiles destination no changing condition

    [ https://issues.apache.org/jira/browse/BEAM-12554?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17505860#comment-17505860 ] 

Beam JIRA Bot commented on BEAM-12554:
--------------------------------------

This issue is assigned but has not received an update in 30 days so it has been labeled "stale-assigned". If you are still working on the issue, please give an update and remove the label. If you are no longer working on the issue, please unassign so someone else may work on it. In 7 days the issue will be automatically unassigned.

> WriteToFiles destination no changing condition
> ----------------------------------------------
>
>                 Key: BEAM-12554
>                 URL: https://issues.apache.org/jira/browse/BEAM-12554
>             Project: Beam
>          Issue Type: Bug
>          Components: sdk-py-core
>    Affects Versions: 2.27.0, 2.28.0, 2.29.0, 2.30.0, 2.35.0
>            Reporter: Inigo San Jose Visiers
>            Assignee: Pablo Estrada
>            Priority: P1
>              Labels: stale-assigned
>
> `WriteToFiles` seems to not be working as it should. I have been running some tests and my conclusion is that once the condition for the destination is met once, it is not checked again until a new condition (not seen prev) is met. This results in wrong distribution of elements across files.
> Example code 1:
> {code:python}
> (p | "Create" >> beam.Create(range(100))
>    | beam.Map(lambda x: str(x))
>    | fileio.WriteToFiles(
>               path="./dynamic/",
>               destination=lambda n: "in" if n in ["17"] else "out",
>               sink=fileio.TextSink(),
>               file_naming=fileio.destination_prefix_naming("test"))
> )
> {code}
> Here, the expected result should be a file called "in-xyz" containing only "17" and another called "out-xyz" containing the rest. What we see is that "out" contains numbers 0 to 16 and once 17 condition is met, the rest of numbers would go to "in". So we would have "out" from 0 to 16, "in" from 17 on, which is wrong.
> Changing the number shows it too.
> ____________________
> Example code 2:
> {code:python}
> def odd_even(x):
>     value = "even" if int(x) % 2 == 0 else "odd"
>     print(value, x)
>     return value
> (p | "Create" >> beam.Create(range(100))
>    | beam.Map(lambda x: str(x))
>    | fileio.WriteToFiles(
>               path="./dynamic/",
>               destination=odd_even,
>               sink=fileio.TextSink(),
>               file_naming=fileio.destination_prefix_naming("test"))
> )
> {code}
> We can see that the `odd_even` fn is return the right value,  but destination is still wrong. We get "even" only with 0 and "odd" with the rest of numbers, since the condition changed with element "1"
> ____________________
> Example code 3:
> Trying more conditionals or different `file_naming` doesn't fix this
> {code:python}
> def test_15(n):
>     three = "three" if int(n) % 3 == 0 else ""
>     five = "five" if int(n) % 5 == 0 else ""
>     return f"value-{three}{five}"
> def time_format():
>     def _inner(window, pane, shard_index, total_shards, compression, destination):
>         print(window, pane, shard_index, total_shards, compression, destination)
>         return f"dest-{destination}-shards-{shard_index}-of-{total_shards}"
>     return _inner
> (p | "Create" >> beam.Create(range(N))
>    | beam.Map(lambda x: str(x))
>    | fileio.WriteToFiles(
>               path="./dynamic/",
>               destination=test_15,
>               sink=fileio.TextSink(),
>               file_naming=time_format())
> )
> {code}
> adding shards or other variables don't help either.
> I have tested this in different SDKs (27, 29, 30) and Dataflow, DirectRunner, InteractiveRunner



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