def get_scale_param(self):
component_param = {
"method": "standard_scale",
"mode": "normal",
"scale_col_indexes": []
}
scale_param = ScaleParam()
param_extracter = ParamExtract()
param_extracter.parse_param_from_config(scale_param, component_param)
print("scale_param:{}".format(type(scale_param)))
return scale_param
def get_scale_param(self):
component_param = {
"method": "standard_scale",
"mode": "normal",
"area": "all",
"scale_column_idx": []
}
scale_param = ScaleParam()
param_extracter = ParamExtract()
param_extracter.parse_param_from_config(scale_param, component_param)
return scale_param
def get_scale_param(self):
component_param = {
"method": "standard_scale",
"mode": "normal",
"scale_col_indexes": [],
"with_mean": True,
"with_std": True,
}
scale_param = ScaleParam()
param_extracter = ParamExtract()
param_extracter.parse_param_from_config(scale_param, component_param)
return scale_param
def __init__(self):
super().__init__()
self.model_name = None
self.model_param_name = 'ScaleParam'
self.model_meta_name = 'ScaleMeta'
self.model_param = ScaleParam()
self.scale_param_obj = None
self.scale_obj = None
self.header = None
self.column_max_value = None
self.column_min_value = None
self.mean = None
self.std = None
self.scale_column_idx = None