#NEWLINE# def clean_data( data , banned_keys = ( ) , rename_keys = ( ) ) : #NEWLINE# #INDENT# for key in data . keys ( ) : #NEWLINE# #INDENT# value = data . get ( key ) #NEWLINE# if ( ( not value ) or ( value and ( key in banned_keys ) ) ) : #NEWLINE# #INDENT# del data [ key ] #NEWLINE# #UNINDENT# if ( ( ( type ( value ) == str ) and ( value . lower ( ) == 'none' ) ) or ( value == ' ' ) ) : #NEWLINE# #INDENT# del value [ key ] #NEWLINE# #UNINDENT# if ( type ( value ) == list ) : #NEWLINE# #INDENT# data [ key ] = filter ( ( lambda a : ( a not in ( None , '' , False , ' ' ) ) ) , value ) #NEWLINE# #UNINDENT# #UNINDENT# for rename in rename_keys : #NEWLINE# #INDENT# val = data . get ( rename [ 0 ] ) #NEWLINE# if val : #NEWLINE# #INDENT# data [ rename [ 1 ] ] = val #NEWLINE# del data [ rename [ 0 ] ] #NEWLINE# #UNINDENT# #UNINDENT# return data