SimonBlanke /
Hyperactive
| @@ 136-155 (lines=20) @@ | ||
| 133 | opt_para.to_csv(self.date_path + "opt_para", index=False) |
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| 134 | """ |
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| 135 | ||
| 136 | def _save_toCSV(self, meta_data_new, path): |
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| 137 | if os.path.exists(path): |
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| 138 | meta_data_old = pd.read_csv(path) |
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| 139 | ||
| 140 | if len(meta_data_old.columns) != len(meta_data_new.columns): |
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| 141 | print("Warning meta data dimensionality does not match") |
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| 142 | print("Meta data will not be saved") |
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| 143 | return |
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| 144 | ||
| 145 | meta_data = meta_data_old.append(meta_data_new) |
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| 146 | ||
| 147 | columns = list(meta_data.columns) |
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| 148 | noScore = ["mean_test_score", "cv_default_score", "eval_time", "run"] |
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| 149 | columns_noScore = [c for c in columns if c not in noScore] |
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| 150 | ||
| 151 | meta_data = meta_data.drop_duplicates(subset=columns_noScore) |
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| 152 | else: |
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| 153 | meta_data = meta_data_new |
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| 154 | ||
| 155 | meta_data.to_csv(path, index=False) |
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| 156 | ||
| 157 | def _read_func_metadata(self, model_func, _verb_): |
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| 158 | paths = self._get_func_data_names() |
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| @@ 134-153 (lines=20) @@ | ||
| 131 | opt_para.to_csv(self.date_path + "opt_para", index=False) |
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| 132 | """ |
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| 133 | ||
| 134 | def _save_toCSV(self, meta_data_new, path): |
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| 135 | if os.path.exists(path): |
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| 136 | meta_data_old = pd.read_csv(path) |
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| 137 | ||
| 138 | if len(meta_data_old.columns) != len(meta_data_new.columns): |
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| 139 | print("Warning meta data dimensionality does not match") |
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| 140 | print("Meta data will not be saved") |
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| 141 | return |
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| 142 | ||
| 143 | meta_data = meta_data_old.append(meta_data_new) |
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| 144 | ||
| 145 | columns = list(meta_data.columns) |
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| 146 | noScore = ["mean_test_score", "cv_default_score", "eval_time", "run"] |
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| 147 | columns_noScore = [c for c in columns if c not in noScore] |
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| 148 | ||
| 149 | meta_data = meta_data.drop_duplicates(subset=columns_noScore) |
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| 150 | else: |
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| 151 | meta_data = meta_data_new |
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| 152 | ||
| 153 | meta_data.to_csv(path, index=False) |
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| 154 | ||
| 155 | def _read_func_metadata(self, model_func, _verb_): |
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| 156 | paths = self._get_func_data_names() |
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