#!/usr/bin/env python3 import os import sys from io import StringIO from optparse import OptionParser import numpy as np import damask scriptName = os.path.splitext(os.path.basename(__file__))[0] scriptID = ' '.join([scriptName,damask.version]) # -------------------------------------------------------------------- # MAIN # -------------------------------------------------------------------- parser = OptionParser(option_class=damask.extendableOption, usage='%prog options [ASCIItable(s)]', description = """ Permute all values in given column(s). """, version = scriptID) parser.add_option('-l','--label', dest = 'label', action = 'extend', metavar = '', help ='column(s) to permute') parser.add_option('-u', '--unique', dest = 'unique', action = 'store_true', help = 'shuffle unique values as group') parser.add_option('-r', '--rnd', dest = 'randomSeed', type = 'int', metavar = 'int', help = 'seed of random number generator [%default]') parser.set_defaults(label = [], unique = False, randomSeed = None, ) (options,filenames) = parser.parse_args() if filenames == []: filenames = [None] for name in filenames: damask.util.report(scriptName,name) table = damask.Table.from_ASCII(StringIO(''.join(sys.stdin.read())) if name is None else name) randomSeed = int(os.urandom(4).hex(), 16) if options.randomSeed is None else options.randomSeed # random seed per file rng = np.random.default_rng(randomSeed) for label in options.label: data = table.get(label) uniques,inverse = np.unique(data,return_inverse=True,axis=0) if options.unique else (data,np.arange(len(data))) rng.shuffle(uniques) table.set(label,uniques[inverse], scriptID+' '+' '.join(sys.argv[1:])) table.to_file(sys.stdout if name is None else name)