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Integrate hudi-rs in AWS SDK for Pandas #172
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@xushiyan please assign me to this one |
@kazdy looks like this is more for aws sdk for pands than on hudi-rs. You would need to implement some integration logic on the sdk side and leveraging hudi-rs python api. We can consider proper APIs to add in hudi-rs to support the integration. I'll keep this open to track the integration work. |
Related issue aws/aws-sdk-pandas#1470 |
an example usage https://aws-sdk-pandas.readthedocs.io/en/stable/tutorials/039%20-%20Athena%20Iceberg.html#Query |
@kazdy after some checking, it looks like reading Hudi table is already supported with This is also how to do Iceberg read (https://aws-sdk-pandas.readthedocs.io/en/stable/tutorials/039%20-%20Athena%20Iceberg.html#Read-query-metadata) The missing support is Hudi-specific API in the sdk to create and write Hudi tables. |
Description of the improvement
AWS supports Hudi in most of their data services, many users leverage AWS SDK for Pandas (formerly AWS DataWrangler) to handle their data.
Since hudi-rs provides Python bindings, we can support reading Hudi tables using the forementioned SDK.
Expected behavior
provide method in AWS SDK for Pandas"
::read_hudi(path, storage_options)
that allows users to read from hudi tables
Additional context
No response
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