def health_status(
user_model: Any, seldon_metrics: SeldonMetrics
) -> Union[prediction_pb2.SeldonMessage, List, Dict]:
"""
Call the user model to check the health of the model
Parameters
----------
user_model
User defined class instance
seldon_metrics
A SeldonMetrics instance
Returns
-------
Health check output
"""
if hasattr(user_model, "health_status_raw"):
try:
return user_model.health_status_raw()
except SeldonNotImplementedError:
pass
client_response = client_health_status(user_model)
metrics = client_custom_metrics(user_model, seldon_metrics,
HEALTH_METRIC_METHOD_TAG)
return construct_response_json(user_model, False, {}, client_response,
None, metrics)
def health_status(user_model: Any) -> Union[prediction_pb2.SeldonMessage, List, Dict]:
"""
Call the user model to check the health of the model
Parameters
----------
user_model
User defined class instance
Returns
-------
Health check output
"""
if hasattr(user_model, "health_status_raw"):
try:
return user_model.health_status_raw()
except SeldonNotImplementedError:
pass
client_response = client_health_status(user_model)
return construct_response_json(user_model, False, {}, client_response)
