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Entry Script (score.py)

feature · part of Azure Kubernetes Service (AKS)

The entry script is a Python file (e.g., score.py) that defines how the model is loaded and how predictions are made. It contains:

• init(): loads the registered model using joblib.
• run(): parses input JSON into a numpy array, calls model.predict(), returns the result as a list, and handles exceptions.

def init():
    model = joblib.load('sklearn-regression-model.pkl')

def run(raw_data):
    try:
        data = json.loads(raw_data)['data']
        data = np.array(data)
        result = model.predict(data)
        return result.tolist()
    except Exception as e:
        return str(e)

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