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https://issues.apache.org/jira/browse/ARROW-10695?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17306996#comment-17306996
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Lance Dacey commented on ARROW-10695:
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Sorry, did not see a notification for this. Hm - I am not sure how to provide a
minimal example easily. The issue is when multiple machines are writing to the
same dataset at the same time into the same partition.
For example, machine A downloads data from server 1 and saves it to the dataset
at the same time as machine B downloading data and saving data from server 2.
My workaround for now was to ensure that the basename_template is a unique
value. Initially, I was using a UUID filename as the basename_template, but I
need to be able to use fs.glob() to get a list of all of the fragments which
were just written to process them in downstream tasks. Unfortunately, there is
no metadata_collector for ds.write_dataset() yet.
> [C++][Dataset] Allow to use a UUID in the basename_template when writing a
> dataset
> ----------------------------------------------------------------------------------
>
> Key: ARROW-10695
> URL: https://issues.apache.org/jira/browse/ARROW-10695
> Project: Apache Arrow
> Issue Type: Improvement
> Components: C++
> Reporter: Joris Van den Bossche
> Priority: Minor
> Labels: dataset, dataset-parquet-write
> Fix For: 5.0.0
>
>
> Currently we allow the user to specify a {{basename_template}}, and this can
> include a {{"\{i\}"}} part to replace it with an automatically incremented
> integer (so each generated file written to a single partition is unique):
> https://github.com/apache/arrow/blob/master/python/pyarrow/dataset.py#L713-L717
> It _might_ be useful to also have the ability to use a UUID, to ensure the
> file is unique in general (not only for a single write) and to mimic the
> behaviour of the old {{write_to_dataset}} implementation.
> For example, we could look for a {{"\{uuid\}"}} in the template string, and
> if present replace it for each file with a new UUID.
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