Reading Feature Data
The following are use cases for reading feature data.
| Use case | Type of store to read from |
|---|---|
| You read historical feature data, to send it to a model for training. | Offline |
| An application reads online features that it sends to a production model, for inference. | Online |
| An application reads batch features that it sends to a production model, for inference. | Offline |
| During feature development, you read feature data to verify that features are working as expected. | Online, Offline |
See how to read feature data for training and read feature data for inference.