common/grouper.py
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18
E501: line too long (88 > 79 characters)
(and 13 similar)
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Line too long (88 > 79 characters):
36 An n_group-length vector of integers containing the -
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37 numbers of data points in each group in the metadata. -
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46 - group_str (str): A string containing the pretty name of that group. -
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63 CombinatorialGroupers form groups by taking all possible combinations of the metadata -
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68 and if in dataset.metadata, country is in {0, 1} and time is in {0, 1, 2}, -
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77 If groupby_fields is None, then all data points are assigned to group 0. -
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85 raise ValueError("Grouper should be defined for the full dataset, not a subset") -
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92 # so we can measure the cardinality of each field by taking its max + 1. -
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94 self.groupby_field_indices = [i for (i, field) in enumerate(dataset.metadata_fields) if -
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97 raise ValueError('At least one group field not found in dataset.metadata_fields') -
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98 grouped_metadata = dataset.metadata_array[:, self.groupby_field_indices] -
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103 f'CombinatorialGrouper: converting metadata with fields [{", ".join(groupby_fields)}] into long') -
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109 f"Metadata for CombinatorialGrouper cannot have values less than 0: {field}, {min_value}") -
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112 f"Minimum metadata value for CombinatorialGrouper is not 0 ({field}, {min_value}). This will result in empty groups") -
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125 groups = metadata[:, self.groupby_field_indices].long() @ self.factors -
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141 metadata[i] = (group % self.factors_np[i + 1]) // self.factors_np[i] -
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148 meta_val = self.metadata_map[self.groupby_fields[i]][meta_val] -
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164 return self.group_str(group).replace('=', ':').replace(',', '_').replace(' ', '')
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