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
import os
from .util import get_model_id, _hash2obj
from .paths import (
get_meta_path,
get_model_path,
get_date_path,
get_datetime,
get_meta_data_name,
)
class MemoryIO:
def __init__(self, _space_, _main_args_, _cand_):
self._space_ = _space_
self._main_args_ = _main_args_
self.meta_data_name = get_meta_data_name(_main_args_.X, _main_args_.y)
self.score_col_name = "_score_"
model_id = get_model_id(_cand_.func_)
self.datetime = get_datetime()
self.meta_path = get_meta_path()
self.model_path = self.meta_path + get_model_path(model_id)
self.date_path = self.model_path + get_date_path(self.datetime)
self.dataset_info_path = self.model_path + "dataset_info/"
if not os.path.exists(self.date_path):
os.makedirs(self.date_path, exist_ok=True)
self.hash2obj = _hash2obj(_space_.search_space, self.model_path)
SimonBlanke /
Hyperactive
