apache / apache/paimon

[Feature] Introduce Model

Open
#5,861 0 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Java
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Forks
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Avg merge
1d 11h
Merged PRs (30d)
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Description

### Search before asking

- [x] I searched in the [issues](https://github.com/apache/paimon/issues) and found nothing similar.

### Motivation

Current Flink is working on supporting ML models in SQL(ps: [Flip](https://cwiki.apache.org/confluence/display/FLINK/FLIP-437%3A+Support+ML+Models+in+Flink+SQL)). as Paimon could provide model metadata in a standard format that supports ML models for engines.

### Solution

#### Spec
| Field | Type | Comment |
|---|---|---|
| name | String | name |
| comment |String | comment|
| options | Map | properties |
| inputParams | `Optional>` | parameters |
| returnParams | `Optional>` | result |

### Anything else?

_No response_

### Are you willing to submit a PR?

- [ ] I'm willing to submit a PR!

Contributor guide

No contributing guide indexed for this repository

Research direction

No files, tests, or implementation entry points are identified. Start by reviewing the proposed model metadata fields and the linked Flink FLIP-437 specification. Done should mean Paimon can provide model metadata in a standard format, including name, comment, options, input parameters, and return parameters.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
data-engineering
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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