RemoveRowsOp

class RemoveRowsOp(parameters)

Remove rows from a columnar file based on the values in a specified row.

Required remodeling parameters:

• column_name (str): The name of column to be tested.

• remove_values (list): The values to test for row removal.

Methods

RemoveRowsOp.__init__(parameters)	Constructor for remove rows operation.
RemoveRowsOp.do_op(dispatcher, df, name[, ...])	Remove rows with the values indicated in the column.
RemoveRowsOp.validate_input_data(parameters)	Additional validation required of operation parameters not performed by JSON schema validator.

Attributes

RemoveRowsOp.NAME
RemoveRowsOp.PARAMS

RemoveRowsOp.__init__(parameters)

Constructor for remove rows operation.

Parameters:

parameters (dict) – Dictionary with the parameter values for required and optional parameters.

RemoveRowsOp.do_op(dispatcher, df, name, sidecar=None)

Remove rows with the values indicated in the column.

Parameters:

• dispatcher (Dispatcher) – Manages the operation I/O.

• df (DataFrame) – The DataFrame to be remodeled.

• name (str) – Unique identifier for the dataframe – often the original file path.

• sidecar (Sidecar or file-like) – Not needed for this operation.

Returns:

A new dataframe after processing.

Return type:

Dataframe

static RemoveRowsOp.validate_input_data(parameters)

Additional validation required of operation parameters not performed by JSON schema validator.

RemoveRowsOp.NAME = 'remove_rows'

RemoveRowsOp.PARAMS = {'additionalProperties': False, 'properties': {'column_name': {'description': 'Name of the key column to determine which rows to remove.', 'type': 'string'}, 'remove_values': {'description': 'List of key values for rows to remove.', 'items': {'type': ['string', 'number']}, 'minItems': 1, 'type': 'array', 'uniqueItems': True}}, 'required': ['column_name', 'remove_values'], 'type': 'object'}