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Online feature store samples (#2640)
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* Added online feature store sample notebook.

* Updated conda YAML files to use azureml-featurestore[online]==0.1.0b4, changed online FS sample notebook and scoring script for pyarrow compatibility.

* Updated scoring.py used in online batch inferencing to handle NaN feature values.

* Fixed code formatting, added code cell names, and some clean-up.

* Removed redundant json metadata from the online feature store sample notebook.

* Updated for Redis cache capacity nomenclature.
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ynpandey authored Sep 11, 2023
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