AberdeenProject.utilities package¶

Submodules¶

AberdeenProject.utilities.loadConfigFile.loadConfigFile()[source]¶

This function parses and extracts data from the yaml configuration file

Returns:	Variables defined by the user in the configuration file
Return type:	Dictionary

AberdeenProject.utilities.loadPickledData.loadPickledData(filepath)[source]¶

This function reads the pickled representation of an object from a file

Parameters:	filepath (String) – Path to the pickled file
Returns:	The reconstituted dataframe
Return type:	Pandas dataframe

AberdeenProject.utilities.pklToCsv.pklToCsv(pathToPklFile, pathToCsvFile)[source]¶

This function converts a pkl file into a csv file

Parameters:	pathToPklFile (String) – Path to the pkl file pathToCsvFile (String) – Path to the csv file

class AberdeenProject.utilities.statistics.Statistics(filepath)[source]¶

Bases: object

This class generates descriptive statistics of a Pandas dataframe

getColumnsStatistics()[source]¶

This function returns a Series containing counts of unique values per column

Returns:	Dictionary containing all counts of unique values per column
Return type:	Dictionary

getKeptColumns()[source]¶

This function returns the remaining columns of a Pandas dataframe

Returns:	Remaining columns of a Pandas dataframe
Return type:	List

getNumKeptColumns()[source]¶

This function returns the number of remaining columns of a Pandas dataframe

Returns:	Number of remaining columns
Return type:	Integer

getShape()[source]¶

This function returns the shape of a given Pandas dataframe

Returns:	Shape of a Pandas dataframe
Return type:	Tuple

getUniqueValues()[source]¶

This function returns all unique values per column

Returns:	Dictionary containing all unique values per column
Return type:	Dictionary