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[FLINK-37548] Add Model DDL methods in TABLE API #26385

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[FLINK-37548] Add Model DDL methods in TABLE API #26385

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yanand0909
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What is the purpose of the change

Adding model DDL support to the Table API, enabling a seamless development experience where users can define, manage, and utilize ML models entirely within the Table API ecosystem

Brief change log

  • Modified TableEnvironment to add function for Model DDLs.
  • Modified TableEnvironmentImpl to add function implementation for Model DDLs.
  • Modified Catalog manager to support Model DDLs table API.
  • Made corresponding changes in Flink-Python.

Verifying this change

Unit test for new methods.

Does this pull request potentially affect one of the following parts:

  • Dependencies (does it add or upgrade a dependency): no
  • The public API, i.e., is any changed class annotated with @Public(Evolving): yes
  • The serializers: no
  • The runtime per-record code paths (performance sensitive): no
  • Anything that affects deployment or recovery: JobManager (and its components), Checkpointing, Kubernetes/Yarn, ZooKeeper: no
  • The S3 file system connector: no

Documentation

  • Does this pull request introduce a new feature? Yes
  • If yes, how is the feature documented? docs

@yanand0909
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@twalthr Can you please take a look. Thanks

@flinkbot
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flinkbot commented Apr 1, 2025 •
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CI report:

Bot commands The @flinkbot bot supports the following commands:
  • @flinkbot run azure re-run the last Azure build

@yanand0909 yanand0909 force-pushed the MODEL_TABLE_API_SUPPORT branch 3 times, most recently from 65d199b to ec1009d Compare April 2, 2025 03:18
@yanand0909 yanand0909 force-pushed the MODEL_TABLE_API_SUPPORT branch from ec1009d to a882ca7 Compare April 9, 2025 21:53
@yanand0909 yanand0909 force-pushed the MODEL_TABLE_API_SUPPORT branch from a882ca7 to 281a800 Compare April 9, 2025 22:10
@lihaosky
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@flinkbot run azure

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@snuyanzin snuyanzin snuyanzin left review comments

@lihaosky lihaosky lihaosky left review comments

@davidradl davidradl davidradl left review comments

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@yanand0909 @flinkbot @lihaosky @snuyanzin @davidradl