snorkelflow.client.operators.get_default_operators

snorkelflow.client.operators.get_default_operators(op_type_filter=None)

Return a description of the built-in operators

Retreives the configuration format required for instantiating an operator onto a node. Each object returned provides a description of the operator and a list of inputs for that operator.

Parameters:

op_type_filter (Optional[str], default: None) – An optional type of operator to filter under, e.g. “Featurizer” shows only featurizers

Returns:

Dictionary that maps an operator name to an object that describes the configuration for each operator.

Return type:

Dict[str, Any]

Examples

>>> sf.get_default_operators()
{
    <operator_name>: {
        'description': <description>,
        'fit_inputs': <fit_inputs_dict>,
        'params': <param_config_dict>,
    }
    ...
}