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Version: 0.94

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​

NameTypeDefaultInfo
op_type_filterOptional[str]NoneAn 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>,
    }
    ...
}