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components feature_retrieval

github-actions[bot] edited this page Mar 19, 2024 · 10 revisions

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
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