SimonBlanke /
Hyperactive
| Total Complexity | 10 |
| Total Lines | 53 |
| Duplicated Lines | 0 % |
| Changes | 0 | ||
| 1 | # Author: Simon Blanke |
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| 2 | # Email: [email protected] |
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| 3 | # License: MIT License |
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| 4 | |||
| 5 | from tqdm.auto import tqdm |
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| 6 | |||
| 7 | |||
| 8 | class ProgressBar: |
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| 9 | def init_p_bar(self, _cand_, _core_): |
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| 10 | pass |
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| 11 | |||
| 12 | def update_p_bar(self, n, _cand_): |
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| 13 | pass |
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| 14 | |||
| 15 | def close_p_bar(self): |
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| 16 | pass |
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| 17 | |||
| 18 | |||
| 19 | class ProgressBarLVL0(ProgressBar): |
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| 20 | def __init__(self): |
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| 21 | self.best_since_iter = 0 |
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| 22 | |||
| 23 | def init_p_bar(self, _cand_, _core_): |
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| 24 | self.p_bar = tqdm(**self._tqdm_dict(_cand_, _core_)) |
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| 25 | |||
| 26 | def update_p_bar(self, n, _cand_): |
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| 27 | self.p_bar.update(n) |
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| 28 | |||
| 29 | def close_p_bar(self): |
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| 30 | self.p_bar.close() |
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| 31 | |||
| 32 | def _tqdm_dict(self, _cand_, _core_): |
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| 33 | """Generates the parameter dict for tqdm in the iteration-loop of each optimizer""" |
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| 34 | return { |
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| 35 | "total": _core_.n_iter, |
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| 36 | "desc": "Thread " |
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| 37 | + str(_cand_.nth_process) |
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| 38 | + " -> " |
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| 39 | + _cand_._model_.func_.__name__, |
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| 40 | "position": _cand_.nth_process, |
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| 41 | "leave": True, |
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| 42 | } |
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| 43 | |||
| 44 | |||
| 45 | class ProgressBarLVL1(ProgressBarLVL0): |
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| 46 | def __init__(self): |
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| 47 | self.best_since_iter = 0 |
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| 48 | |||
| 49 | def update_p_bar(self, n, _cand_): |
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| 50 | self.p_bar.update(n) |
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| 51 | self.p_bar.set_postfix( |
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| 52 | best_score=str(_cand_.score_best), best_since_iter=self.best_since_iter |
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| 53 | ) |
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| 54 |
