hyperactive.verbosity.progress_bar.ProgressBarLVL0._tqdm_dict() - Code Metrics - Inspection of "Merge branch 'dev'" - SimonBlanke/Hyperactive - Measure and Improve Code Quality continuously with Scrutinizer

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Push — master ( b478a2...16a37b )

by Simon

created 2020-01-15 17:42 UTC

ProgressBarLVL0._tqdm_dict() A

↳ Parent: hyperactive.verbosity.progress_bar

Complexity

Conditions

Size

Total Lines	10
Code Lines	9

Duplication

Lines	0
Ratio	0 %

Importance

Changes

Metric	Value
cc	1
eloc	9
nop	3
dl	0
loc	10
rs	9.95
c	0
b	0
f	0

# Author: Simon Blanke
# Email: [email protected]
# License: MIT License

from tqdm.auto import tqdm


class ProgressBar:
    def init_p_bar(self, _cand_, _core_):
        pass

    def update_p_bar(self, n, _cand_):
        pass

    def close_p_bar(self):
        pass


class ProgressBarLVL0(ProgressBar):
    def __init__(self):
        self.best_since_iter = 0

    def init_p_bar(self, _cand_, _core_):
        self.p_bar = tqdm(**self._tqdm_dict(_cand_, _core_))

    def update_p_bar(self, n, _cand_):
        self.p_bar.update(n)

    def close_p_bar(self):
        self.p_bar.close()

    def _tqdm_dict(self, _cand_, _core_):
        """Generates the parameter dict for tqdm in the iteration-loop of each optimizer"""
        return {
            "total": _core_.n_iter,
            "desc": "Thread "
            + str(_cand_.nth_process)
            + " -> "
            + _cand_._model_.func_.__name__,
            "position": _cand_.nth_process,
            "leave": True,
        }


class ProgressBarLVL1(ProgressBarLVL0):
    def __init__(self):
        self.best_since_iter = 0

    def update_p_bar(self, n, _cand_):
        self.p_bar.update(n)
        self.p_bar.set_postfix(
            best_score=str(_cand_.score_best), best_since_iter=self.best_since_iter
        )


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

SimonBlanke / Hyperactive

Push — master ( b478a2...16a37b )

ProgressBarLVL0._tqdm_dict() A

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