for testing and deploying your application
for finding and fixing issues
for empowering human code reviews
# 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_):
def close_p_bar(self):
class ProgressBarLVL0(ProgressBar):
def __init__(self):
self.best_since_iter = 0
self.p_bar = tqdm(**self._tqdm_dict(_cand_, _core_))
self.p_bar.update(n)
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):
self.p_bar.set_postfix(
best_score=str(_cand_.score_best), best_since_iter=self.best_since_iter
)
SimonBlanke /
Hyperactive
