Details
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New Feature
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Status: Closed
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Major
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Resolution: Fixed
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None
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None
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Description
As Table API will be the unified high level API for both batch and streaming, it is desired to have a table API based ML Pipeline definition.
This new table based ML Pipeline shall:
- support unified batch/stream ML/AI functionalities (train/inference).
- seamless integrated with flink Table based ecosystem.
- provide a base for further flink based AI platform/tooling support.
- provide a base for further flink ML SQL integration.
The initial design is here https://docs.google.com/document/d/1PLddLEMP_wn4xHwi6069f3vZL7LzkaP0MN9nAB63X90/edit?usp=sharing.
And based on this design, I made some initial implementation/prototyping. I will share the code later.
This is the umbrella JIRA. I will create corresponding sub-jira for each sub-task.
Attachments
Issue Links
- is duplicated by
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FLINK-12470 FLIP39: Flink ML pipeline and ML libs
- Closed
There are no Sub-Tasks for this issue.