INNER CODE UNIT · Python

get_feature_view

featurestoreorg/serverless-ml-course · src/04-module/cc-fraud-streamlit-ui.py:44

def get_feature_view():
    fv = fs.get_feature_view("cc_trans_fraud", 1)
    return fv


@st.cache(allow_output_mutation=True,suppress_st_warning=True)
def get_model(project = project):
    mr = project.get_model_registry()
    model = mr.get_model("cc_fraud", version = 1)
    model_dir = model.download()
    return joblib.load(model_dir + "/cc_fraud_model.pkl")

def explore_data(batch_data):
    st.write(36 * "-")
    print_fancy_header('\n👁 Data Exploration...')
    labels = ["Suspected of Fraud", "Not Suspected of Fraud"]
    unique, counts = np.unique(batch_data.fraud.values, return_counts=True)
    values = counts.tolist()

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