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Posted to jira@arrow.apache.org by "Ben Kietzman (Jira)" <ji...@apache.org> on 2021/07/26 14:21:00 UTC

[jira] [Closed] (ARROW-8382) [C++][Dataset] Refactor WritePlan to decouple from Fragment/Scan/Partition classes

     [ https://issues.apache.org/jira/browse/ARROW-8382?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Ben Kietzman closed ARROW-8382.
-------------------------------
    Resolution: Abandoned

> [C++][Dataset] Refactor WritePlan to decouple from Fragment/Scan/Partition classes 
> -----------------------------------------------------------------------------------
>
>                 Key: ARROW-8382
>                 URL: https://issues.apache.org/jira/browse/ARROW-8382
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: C++
>            Reporter: Francois Saint-Jacques
>            Assignee: Ben Kietzman
>            Priority: Major
>              Labels: dataset
>
> WritePlan should look like the following.
> {code:c++}
> class ARROW_DS_EXPORT WritePlan {
>  public:
>   /// Execute the WritePlan and return a FileSystemDataset as a result.
>  Result<FileSystemDataset> Execute(FileSystemDatasetFactory factory);
>  protected:
>   /// The schema of the Dataset which will be written
>   std::shared_ptr<Schema> schema;
>   /// The format into which fragments will be written
>   std::shared_ptr<FileFormat> format;
>  
>   using SourceAndReader = std::pair<FIleSource, RecordBatchReader>;
>   /// Files to write
>   std::vector<SourceAndReader> outputs;
> };
> {code}
>  * Refactor FileFormat::Write(FileSource destination, RecordBatchReader), not sure if it should take the output schema, or the RecordBatchReader should be already of the right schema.
>  * Add a class/function that constructs SourceAndReader from Fragments, Partitioning and base path.
>  * Move Write() out FIleSystemDataset into WritePlan. It could take a FileSystemDatasetFactory to recreate the FileSystemDataset. This is a bonus, not a requirement.
>  * Simplify writing routine to avoid the PathTree directory structure, it shouldn't be more complex than `for task in write_tasks: task()`. Not path construction should be there.
>  * Move the logic of dropping columns or any filtering into a custom RecordBatchReader.
> The effects are:
>  * Simplified WritePlan execution, abstracted away from path construction, and can write to multiple FileSystem and/or Buffers since it doesn't construct the FileSource.
>  * By the virtue of using RecordBatchReader instead of Fragment, it isn't tied to writing from Fragment, it can take any construct that yields a RecordBatchReader. It also means that WritePlan doesn't have to know about any Scan related classes.
>  * Writing can be done with or without partitioning, this logic is given to whomever generates the SourceAndReader list.
>  * Should be simpler to test.



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