Update app.py

app.py

@@ -24,16 +24,15 @@ TAGLINE  = "Real-Time Upper/Lower Mud Weight (MW) Limits For Safe Drilling"
 
 # Defaults (can be overridden by metas or model.feature_names_in_)
 FEATURES_DEFAULT = [
-    "WOB (klbf)",
-    "Torque (kft.lbf)",
+    "Q (gpm)",
     "SPP (psi)",
-    "RPM (1/min)",
-    "ROP (ft/h)",
-    "Flow Rate (gpm)",
+    "T (kft.lbf)",
+    "WOB (klbf)",
+    "ROP (ft/h)"
 ]
 
-TARGET_BO_DEFAULT = "Breakout MW"
-TARGET_BD_DEFAULT = "Breakdown MW"
+TARGET_BO_DEFAULT = "BO_Actual"
+TARGET_BD_DEFAULT = "BD_Actual"
 PRED_BO = "BO_Pred"
 PRED_BD = "BD_Pred"
 
@@ -43,9 +42,9 @@ X_UNITS = None
 # Model/meta discovery (supports uploads with spaces like "bo_model (1).joblib")
 MODELS_DIR = Path("models")
 ALT_MODELS_DIR = Path("/mnt/data")
-BO_MODEL_CANDIDATES = ["bo_model.joblib", "bo_model (1).joblib", "BO.joblib"]
+BO_MODEL_CANDIDATES = ["bo_model.joblib", "bo_model.joblib", "BO.joblib"]
 BD_MODEL_CANDIDATES = ["bd_model.joblib", "BD.joblib"]
-BO_META_CANDIDATES  = ["bo_meta.json", "bo_meta (1).json"]
+BO_META_CANDIDATES  = ["bo_meta.json", "bo_meta.json"]
 BD_META_CANDIDATES  = ["bd_meta.json"]
 
 COLORS = {