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 ._dictionary import DictClass
def gfo2hyper(search_space, para):
values_dict = {}
for _, key in enumerate(search_space.keys()):
pos_ = int(para[key])
values_dict[key] = search_space[key][pos_]
return values_dict
class ObjectiveFunction(DictClass):
def __init__(self, experiment):
super().__init__()
self.objective_function = experiment.objective_function
self.catch = experiment._catch
self.nth_iter = -1
def __call__(self, search_space):
# wrapper for GFOs
def _model(para):
self.nth_iter += 1
para = gfo2hyper(search_space, para)
self.para_dict = para
try:
results = self.objective_function(self)
except tuple(self.catch.keys()) as e:
results = self.catch[e.__class__]
return results
_model.__name__ = self.objective_function.__name__
return _model
SimonBlanke /
Hyperactive
