PKL

class rackio_AI.PKL()

This format allows to you read faster a DataFrame saved in pkl format

read(self, pathname, **kwargs)

Read a DataFrame saved with RackioAI's save method as a pkl file

Parameters

• :param pathname: (str) Filename or directory

>>> import os
>>> from rackio_AI import RackioAI, get_directory
>>> filename = os.path.join(get_directory('Leak'), 'Leak01.tpl')
>>> df = RackioAI.load(filename)
>>> print(df.head())
tag      TIME_SERIES PT_SECTION_BRANCH_TUBERIA_PIPE_Pipe60_NR_1  ... CONTR_CONTROLLER_CONTROL_FUGA     file
variable                                               Pressure  ...             Controller_output filename
unit               S                                         PA  ...                                   .tpl
0           0.000000                                   568097.3  ...                           0.0   Leak01
1           0.502732                                   568098.2  ...                           0.0   Leak01
2           1.232772                                   568783.2  ...                           0.0   Leak01
3           1.653696                                   569367.3  ...                           0.0   Leak01
4           2.200430                                   569933.5  ...                           0.0   Leak01
<BLANKLINE>
[5 rows x 12 columns]