apache / apache/gravitino

[EPIC] Support UDFs management in Gravitino

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#6,158 3 comments 3 reactions 1 assignee Claimed by @mchades View on GitHub
epic feature
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Description

### Describe the feature

In enterprise production practice, if the built-in functions of the computing engine cannot meet user needs, users usually customize UDFs(User-Defined-Functions) through relevant interfaces and reference them in the engine. Especially for scenarios that require a lot of reuse, it is very important to effectively manage these custom functions. In Xiaomi's internal practice, there is also a UDF management system that basically meets user needs (limited to Spark/Flink, and there is no good support for AI + Python scenarios).
As a unified Data / AI metadata center, I think Gravitino can also support UDFs management in Data / AI scenarios.
The following are some commercial product practices:
1. Aliyun: https://help.aliyun.com/zh/flink/user-guide/manage-udfs
2. UnityCatalog: https://docs.databricks.com/en/udf/unity-catalog.html

### Motivation

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### Describe the solution

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### Additional context

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