fixed an issue concerncing the dependency between the base model and cdc

MEDomics-UdeS · Aug 14, 2024 · a65d7f3 · a65d7f3
1 parent fdcb264
commit a65d7f3
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Showing 2 changed files with 4 additions and 3 deletions.
diff --git a/MED3pa/models/base.py b/MED3pa/models/base.py
@@ -5,6 +5,7 @@
 """
 import pickle
 from io import BytesIO
+import copy
 
 from .abstract_models import Model
 
@@ -72,10 +73,10 @@ def clone_base_model(cls) -> Model:
                 cloned_model.model = pickle.load(buffer)
                 cloned_model.model_class = cls.__baseModel.model_class
                 cloned_model.pickled_model = True
-                cloned_model.params = cls.__baseModel.params
+                cloned_model.params = copy.deepcopy(cls.__baseModel.params)
             else:
                 for attribute, value in vars(cls.__baseModel).items():
-                    setattr(cloned_model, attribute, value)
+                    setattr(cloned_model, attribute, copy.deepcopy(value))
 
             return cloned_model
 

diff --git a/setup.py b/setup.py
@@ -9,7 +9,7 @@
 
 setup(
     name="MED3pa",
-    version="0.1.24",
+    version="0.1.25",
     author="MEDomics consortium",
     author_email="medomics.info@gmail.com",
     description="Python Open-source package for ensuring robust and reliable ML models deployments",