Added categorygetter for PhenotypeDataset.
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@ -75,6 +75,17 @@ CEL\tsex\tage\tinfected
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['02-05-34', 'F', '9', 'N'],
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['02-05-35', 'M', '8', 'I']], dataset.get_phenotype_table())
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def testGetCategories(self):
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cel_data = """\
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CEL\tsex\tage\tinfected
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02-05-33\tF\t8\tI
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02-05-34\tF\t9\tN
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02-05-35\tM\t8\tI
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"""
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dataset = PhenotypeDataset(cel_data)
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self.assertEquals(set(['F', 'M', 'I', 'N']), set(dataset.get_categories()))
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if __name__=='__main__':
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@ -231,6 +231,7 @@ class PhenotypeDataset(dataset.Dataset):
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col_names = rows[0][1:]
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phenotypes = []
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categories = {}
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self._categories = set()
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for col_name, column in zip(col_names, columns[1:]):
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try:
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@ -247,8 +248,8 @@ class PhenotypeDataset(dataset.Dataset):
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entries[entry].append(i)
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for key in keys:
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self._categories.add(key)
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z = zeros(len(column))
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for i in entries[key]:
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z[i] = 1
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@ -269,6 +270,14 @@ class PhenotypeDataset(dataset.Dataset):
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('phenotypes', phenotypes)],
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shape=(len(cel_names),len(phenotypes)), name="Phenotype Data")
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def get_phenotype_table(self):
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"""Get string based table of phenotypes as read from file."""
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return self._table
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def get_categories(self):
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"""Get categories of factors.
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If factor 'sick' had possibilites Y/N, and 'sex' M/F, the
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categories would be Y, N, M and F.
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"""
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return self._categories
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