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__(self):
self.best_since_iter = 0
def init_p_bar(self, nth_process, n_iter, obj_func):
self._tqdm = tqdm(**self._tqdm_dict(nth_process, n_iter, obj_func))
def update_p_bar(self, n, score_best):
self._tqdm.update(n)
self._tqdm.set_postfix(
best_score=str(score_best), best_since_iter=self.best_since_iter
)
def close_p_bar(self):
self._tqdm.close()
def _tqdm_dict(self, nth_process, n_iter, obj_func):
"""Generates the parameter dict for tqdm in the iteration-loop of each optimizer"""
return {
"total": n_iter,
"desc": "Process " + str(nth_process) + " -> " + obj_func.__name__,
"position": nth_process,
"leave": True,
}
SimonBlanke /
Hyperactive
