Rework extended parameter treatment

src/zfitwrapper/Models.py

@@ -13,7 +13,7 @@ __all__ = ["ModelsReadType", "LimitType", "Model"]
 
 ModelsReadType = Dict[str, Dict[str, Dict[str, Dict[str, Any]]]]
 LimitType = Union[List[float], List[List[float]], list]
-ModelsOutputType = Union[ModelsReadType, str, LimitType, CovarianceType]
+ModelsOutputType = Union[ModelsReadType, str, LimitType, CovarianceType, float]
 
 
 class Model(BaseModel):
@@ -23,6 +23,7 @@ class Model(BaseModel):
         modelstring: str,
         models: ModelsReadType,
         modelname: Optional[str] = None,
+        gof: float = 0.0,
     ) -> None:
         super().__init__(obs)
 
@@ -33,6 +34,8 @@ class Model(BaseModel):
         self._node = parser.parse()
         self._fraction = 0
 
+        self.gof = gof
+
     def _prepare_models(self, models: ModelsReadType) -> Dict[str, Dict[str, Any]]:
         tmpmodels = {}  # type: Dict[str, Dict[str, Dict[str, Any]]]
 
@@ -67,11 +70,16 @@ class Model(BaseModel):
             pdf = model["pdf"]
 
             parameter = {}  # type: Dict[str, zfit.Parameter]
+            ext_param: Optional[zfit.Parameter] = None
+
             for parametername, values in model["parameter"].items():
                 if not isinstance(values, list):
+                    if not self.parameters[values["name"]].extended:
                         parameter.update(
                             {parametername: self.modelparameters[values["name"]]}
                         )
+                    else:
+                        ext_param = self.modelparameters[values["name"]]
                 else:
                     if len(values) > 0:
                         parameter.update(
@@ -95,13 +103,8 @@ class Model(BaseModel):
                     (tuple(limits) if isinstance(limits[0], float) else limits),
                 )
 
-            ext_param: Optional[zfit.Parameter] = None
-            if node.token_type == TokenType.T_EXT:
-                assert node.ext_param is not None
-                ext_param = parameter.pop(node.ext_param)
-
             zfit_model = getattr(zfit.pdf, pdf)(obs=obs, **parameter)
-            if node.token_type == TokenType.T_EXT:
+            if ext_param is not None:
                 zfit_model = zfit_model.create_extended(ext_param)
 
             return zfit_model
@@ -236,5 +239,6 @@ class Model(BaseModel):
                 limits.append(tmplimits)  # type: ignore
 
         output.update({"limits": limits})
+        output.update({"gof": self.gof})
 
         return output