[FSTORE-2055] incremental training datasets#612
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Pull request overview
Adds documentation for incremental (“append-only”) materialized training datasets in the Feature Store, clarifying how large parquet training datasets can be extended over time without full rewrites.
Changes:
- Documented
feature_view.insert_training_data(...)for appending new batches to an existing training dataset version. - Added a conceptual overview of incremental training data to the Offline API concepts page with a pointer to the user guide.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| docs/user_guides/fs/feature_view/training-data.md | Adds a new “Appending to a Training Dataset” section with example usage and behavioral notes. |
| docs/concepts/fs/feature_view/offline_api.md | Introduces a new “Incremental Training Data” concept section and links to the detailed guide. |
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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