snorkelflow.client.operators.execute_operators

warning

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snorkelflow.client.operators.execute_operators(df, processor_config=None, workflow_config=None, return_outputs=False)

Execute a series of operators from a given dataframe, and either a processor_config or a workflow_config.

Parameters

Parameters

Name	Type	Default	Info
df	DataFrame		Pandas dataframe to execute operators over.
processor_config	Optional[List[Dict[str, Any]]]	None	Processor config to execute.
workflow_config	Optional[Dict[int, Any]]	None	Workflow config dict to execute.
return_outputs	bool	False	Whether to return workflow output as a dictionary of output names to dataframes. If False, returns the dataframe corresponding to the last output in the workflow.

Returns

Returns

Returns a dictionary of output names to pandas DataFrames that were computed from the processor_config being run over the input_df. If return_outputs is False, returns the dataframe corresponding to the last output in the workflow.

Return type

Return type

Union[Dict[str, pd.DataFrame], pd.DataFrame]