add warning logging when initializing minimizer if the SoB dicts in the llh & inj dicts are different

Author: sathanas31

flarestack/core/minimisation.py

@@ -227,6 +227,18 @@ def __init__(self, mh_dict):
                     f"Fixing gamma to {self.llh_gamma} for llh but injection is with {self.inj_dict['injection_energy_pdf']['gamma']}"
                 )
 
+        # check if SoB spline dict is same in the llh & inj dicts
+        if (
+            "sob_dict" in self.inj_dict
+            and "sob_dict" in self.llh_dict
+            and self.llh_dict["sob_dict"] != self.inj_dict["sob_dict"]
+        ):
+            logger.warning(
+                "Passed 'sob_dict' aren't the same for injector and llh: "
+                + f"inj = {self.inj_dict['sob_dict']}, llh = {self.llh_dict['sob_dict']}"
+                + " Proceed with caution!"
+            )
+
         p0, bounds, names = self.return_parameter_info(mh_dict)
 
         self.p0 = p0