dqa.tasks.transformations.AutoRescaleFactors

class dqa.tasks.transformations.AutoRescaleFactors(**kwargs)

Computes scaling factors for all input data rows in such a way that they can be drawn in the sample plot despite highly different scales.

The scaling factors are calculated by a clustering of the means of the individual data rows. In this way, rows with a similar order of magnitude will also have the same scaling factor.

Methods

finish()

Can perform actions that are required to clean up after the task has finished, e.g. close network connections etc.

in_out_default
input_output_dataset
input_output_machine
input_output_mode
input_output_name
log
modify_data_row
modify_dataset
modify_dataset_dict
modify_machine
modify_measurement
set_logging_level
transfer_metadata