Exemplos de FeatureStore.get_saved_dataset em Python

Exemplo n.º 1

Arquivo: test_get_features.py Projeto: feast-dev/feast

def run_demo():
    store = FeatureStore(repo_path=".")

    print("--- Historical features (from saved dataset) ---")
    ds = store.get_saved_dataset("my_training_ds")
    print(ds.to_df())

    print("\n--- Online features ---")
    features = store.get_online_features(
        features=store.get_feature_service("credit_score_v3"),
        entity_rows=[
            {"zipcode": 30721, "dob_ssn": "19530219_5179", "transaction_amt": 1023}
        ],
    ).to_dict()
    for key, value in sorted(features.items()):
        print(key, " : ", value)

Exemplo n.º 2

Arquivo: test_get_features.py Projeto: feast-dev/feast

def test_ge():
    store = FeatureStore(repo_path=".")

    print("--- Historical features (from saved dataset) ---")
    ds = store.get_saved_dataset("my_training_ds")
    print(ds._profile)