components feature_retrieval

Feature Retrieval

feature_retrieval

Overview

Retrieval component to be used to retrieve offline features from feature store.

Version: 1.1.0

View in Studio: https://ml.azure.com/registries/azureml/components/feature_retrieval/version/1.1.0

Inputs

Name	Description	Type	Default	Optional	Enum
input_model	Model containing feature_retrieval_spec.yaml	custom_model		True
feature_retrieval_spec	Path to a folder that contains the feature_retrieval_spec.yaml	uri_folder		True
observation_data	Path to the observation data.	uri_folder
timestamp_column	Name of the timestamp column in the observation data for point-in-time feature retrieval.	string
observation_data_format	Format of the observation data.	string			['parquet', 'csv', 'delta']

Outputs

Name	Description	Type
output_data	Observation data with retrieved features written in parquet format.	uri_folder