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#!/usr/bin/python2 | ||
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""" | ||
This file is part of VDISCOVER. | ||
VDISCOVER is free software: you can redistribute it and/or modify | ||
it under the terms of the GNU General Public License as published by | ||
the Free Software Foundation, either version 3 of the License, or | ||
(at your option) any later version. | ||
VDISCOVER is distributed in the hope that it will be useful, | ||
but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
GNU General Public License for more details. | ||
You should have received a copy of the GNU General Public License | ||
along with VDISCOVER. If not, see <http://www.gnu.org/licenses/>. | ||
Copyright 2015 by G.Grieco | ||
""" | ||
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import os | ||
import argparse | ||
import sys | ||
import csv | ||
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from vdiscover.Utils import * | ||
from vdiscover.Sampling import * | ||
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csv.field_size_limit(sys.maxsize) | ||
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if __name__ == "__main__": | ||
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# Arguments | ||
parser = argparse.ArgumentParser(description='A small utility to perform seed selection for fuzzig') | ||
parser.add_argument("infile", help="A csv with the features to train or predict", type=str, default=None) | ||
parser.add_argument("outdir", help="A directory with the seeds", type=str, default=None) | ||
parser.add_argument("-n", help="Number of seeds to select per cluster", type=int, default=1) | ||
parser.add_argument("--random", help="Sample randomly", action="store_true", default=None) | ||
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options = parser.parse_args() | ||
in_file = options.infile | ||
outdir = options.outdir | ||
nseeds = options.n | ||
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reader = load_csv(in_file) | ||
clusters = [] | ||
for [label, cluster] in reader: | ||
clusters.append((label.split(":")[-1], cluster)) | ||
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selected = cluster_sampler(clusters, nseeds) | ||
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for seed in selected: | ||
print "cp", seed, outdir | ||
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