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| 1 | +#!/usr/bin/python2 |
| 2 | + |
| 3 | +""" |
| 4 | +This file is part of VDISCOVER. |
| 5 | +
|
| 6 | +VDISCOVER is free software: you can redistribute it and/or modify |
| 7 | +it under the terms of the GNU General Public License as published by |
| 8 | +the Free Software Foundation, either version 3 of the License, or |
| 9 | +(at your option) any later version. |
| 10 | +
|
| 11 | +VDISCOVER is distributed in the hope that it will be useful, |
| 12 | +but WITHOUT ANY WARRANTY; without even the implied warranty of |
| 13 | +MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
| 14 | +GNU General Public License for more details. |
| 15 | +
|
| 16 | +You should have received a copy of the GNU General Public License |
| 17 | +along with VDISCOVER. If not, see <http://www.gnu.org/licenses/>. |
| 18 | +
|
| 19 | +Copyright 2015 by G.Grieco |
| 20 | +""" |
| 21 | + |
| 22 | +import os |
| 23 | +import argparse |
| 24 | +import sys |
| 25 | +import csv |
| 26 | + |
| 27 | +from vdiscover.Utils import * |
| 28 | +from vdiscover.Sampling import * |
| 29 | + |
| 30 | +csv.field_size_limit(sys.maxsize) |
| 31 | + |
| 32 | +if __name__ == "__main__": |
| 33 | + |
| 34 | + # Arguments |
| 35 | + parser = argparse.ArgumentParser(description='A small utility to perform seed selection for fuzzig') |
| 36 | + parser.add_argument("infile", help="A csv with the features to train or predict", type=str, default=None) |
| 37 | + parser.add_argument("outdir", help="A directory with the seeds", type=str, default=None) |
| 38 | + parser.add_argument("-n", help="Number of seeds to select per cluster", type=int, default=1) |
| 39 | + parser.add_argument("--random", help="Sample randomly", action="store_true", default=None) |
| 40 | + |
| 41 | + options = parser.parse_args() |
| 42 | + in_file = options.infile |
| 43 | + outdir = options.outdir |
| 44 | + nseeds = options.n |
| 45 | + |
| 46 | + reader = load_csv(in_file) |
| 47 | + clusters = [] |
| 48 | + for [label, cluster] in reader: |
| 49 | + clusters.append((label.split(":")[-1], cluster)) |
| 50 | + |
| 51 | + selected = cluster_sampler(clusters, nseeds) |
| 52 | + |
| 53 | + for seed in selected: |
| 54 | + print "cp", seed, outdir |
| 55 | + |
| 56 | + |
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