Support calling a model once for data cleaning using plugins
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- Dominant language
- TypeScript
- Stars
- 7.5k
- Forks
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Description
Is your feature request related to a problem? Please describe.
The user is requesting the ability to use a plugin to invoke a machine learning or AI model for data cleaning purposes in a single operation. This suggests a desire for a more streamlined and efficient data preprocessing workflow where a plugin can trigger a one-time model call to clean or transform data, potentially reducing the complexity of current data cleaning processes.
Describe the solution you'd like
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Describe alternatives you've considered
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Additional context
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Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue does not mention any files, tests, or entry points. First clarify the plugin interface and the expected one-time model-call behavior, then identify the relevant implementation and tests; done should include a defined data-cleaning workflow and verification of its output.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- machine-learning, typescript
- Domain
- ai, data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100