SimonBlanke /
Hyperactive
| @@ 45-67 (lines=23) @@ | ||
| 42 | ||
| 43 | ||
| 44 | class LongTermMemory(Memory): |
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| 45 | def __init__(self, _space_, _main_args_, _cand_): |
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| 46 | super().__init__(_space_, _main_args_, _cand_) |
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| 47 | ||
| 48 | self.nth_process = _cand_.nth_process |
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| 49 | ||
| 50 | self.score_col_name = "mean_test_score" |
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| 51 | ||
| 52 | self.feature_hash = self._get_hash(_main_args_.X) |
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| 53 | self.label_hash = self._get_hash(_main_args_.y) |
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| 54 | ||
| 55 | current_path = os.path.realpath(__file__) |
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| 56 | meta_learn_path, _ = current_path.rsplit("/", 1) |
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| 57 | ||
| 58 | self.datetime = "run_data/" + datetime.datetime.now().strftime("%d.%m.%Y - %H:%M:%S") |
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| 59 | func_str = self._get_func_str(_cand_.func_) |
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| 60 | self.func_path_ = self._get_hash(func_str.encode("utf-8")) + "/" |
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| 61 | ||
| 62 | self.meta_path = meta_learn_path + "/meta_data/" |
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| 63 | self.func_path = self.meta_path + self.func_path_ |
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| 64 | self.date_path = self.meta_path + self.func_path_ + self.datetime + "/" |
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| 65 | ||
| 66 | if not os.path.exists(self.date_path): |
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| 67 | os.makedirs(self.date_path, exist_ok=True) |
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| 68 | ||
| 69 | def load_memory(self, _cand_, _verb_): |
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| 70 | para, score = self._read_func_metadata(_cand_.func_, _verb_) |
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| @@ 43-65 (lines=23) @@ | ||
| 40 | ||
| 41 | ||
| 42 | class LongTermMemory(Memory): |
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| 43 | def __init__(self, _space_, _main_args_, _cand_): |
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| 44 | super().__init__(_space_, _main_args_, _cand_) |
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| 45 | ||
| 46 | self.nth_process = _cand_.nth_process |
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| 47 | ||
| 48 | self.score_col_name = "mean_test_score" |
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| 49 | ||
| 50 | self.feature_hash = self._get_hash(_main_args_.X) |
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| 51 | self.label_hash = self._get_hash(_main_args_.y) |
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| 52 | ||
| 53 | current_path = os.path.realpath(__file__) |
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| 54 | meta_learn_path, _ = current_path.rsplit("/", 1) |
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| 55 | ||
| 56 | self.datetime = "run_data/" + datetime.datetime.now().strftime("%d.%m.%Y - %H:%M:%S") |
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| 57 | func_str = self._get_func_str(_cand_.func_) |
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| 58 | self.func_path_ = self._get_hash(func_str.encode("utf-8")) + "/" |
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| 59 | ||
| 60 | self.meta_path = meta_learn_path + "/meta_data/" |
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| 61 | self.func_path = self.meta_path + self.func_path_ |
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| 62 | self.date_path = self.meta_path + self.func_path_ + self.datetime + "/" |
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| 63 | ||
| 64 | if not os.path.exists(self.date_path): |
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| 65 | os.makedirs(self.date_path, exist_ok=True) |
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| 66 | ||
| 67 | def load_memory(self, _cand_, _verb_): |
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| 68 | para, score = self._read_func_metadata(_cand_.func_, _verb_) |
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