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Version: 25.4

snorkelflow.client.operators.get_default_operators

warning

This is a beta function. Beta features may have known gaps or bugs, but are functional workflows and eligible for Snorkel Support. To access beta features, contact Snorkel Support to enable the feature flag for your Snorkel-hosted instance.

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>,
    }
    ...
}