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https://issues.apache.org/jira/browse/ARROW-16616?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17559209#comment-17559209
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Weston Pace commented on ARROW-16616:
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I agree that scanner should not be used. The term "scanner", in general,
should probably go away from the public API. The scanner in python is more of
a record batch reader.
I'm not sure I have much to add to the "dataset" vs "query" terminology.
> [Python] Allow lazy evaluation of filters in Dataset and add Datset.filter
> method
> ---------------------------------------------------------------------------------
>
> Key: ARROW-16616
> URL: https://issues.apache.org/jira/browse/ARROW-16616
> Project: Apache Arrow
> Issue Type: Sub-task
> Components: Python
> Reporter: Alessandro Molina
> Assignee: Alessandro Molina
> Priority: Major
> Labels: pull-request-available
> Fix For: 9.0.0
>
> Time Spent: 0.5h
> Remaining Estimate: 0h
>
> To keep the {{Dataset}} api compatible with the {{Table}} one in terms of
> analytics capabilities, we should add a {{Dataset.filter}} method. The
> initial POC was based on {{_table_filter}} but that required materialising
> all the {{Dataset}} content after filtering as it returned an
> {{{}InMemoryDataset{}}}.
> Given that {{Scanner}} can filter a dataset without actually materialising
> the data until a final step happens, it would be good to have
> {{Dataset.filter}} return some form of lazy dataset when the filter is only
> stored aside and the Scanner is created when data is actually retrieved.
> PS: Also update {{test_dataset_filter}} test to use the {{Dataset.filter}}
> method
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