def deploy_model()

in vertex_ai/deploy_model/deploy_model.py [0:0]

• 18 lines of code
• 1 McCabe index (conditional complexity)

def deploy_model(project, region, endpoint_display_name, model_display_name, serving_resources_spec):
    logging.info(f"Deploying model {model_display_name} to endpoint {endpoint_display_name}")
    vertex_ai.init(
        project=project,
        location=region
    )
    
    model = vertex_ai.Model.list(
        filter=f'display_name={model_display_name}',
        order_by="update_time"
    )[-1]
    
    endpoint = vertex_ai.Endpoint.list(
        filter=f'display_name={endpoint_display_name}',
        order_by="update_time"
    )[-1]

    deployed_model = endpoint.deploy(model=model, **serving_resources_spec)
    logging.info(f"Model is deployed.")
    logging.info(deployed_model)
    return deployed_model