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https://issues.apache.org/jira/browse/BEAM-12554?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Chamikara Madhusanka Jayalath reassigned BEAM-12554:
----------------------------------------------------
Assignee: Pablo Estrada
> 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: P3
>
> `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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