Merge branch 'intel:main' into dev/BS_fix_3

dependencies-dev

@@ -4,4 +4,4 @@ numpy==2.0.1 ; python_version <= '3.9'
 numpy==2.1.1 ; python_version > '3.9'
 pybind11==2.13.5
 cmake==3.30.3
-setuptools==74.1.2
+setuptools==75.1.0

src/gbt_convertors.pyx

@@ -253,6 +253,17 @@ class TreeList(list):
         Note: We cannot type-hint the xgb.Booster without loading xgb as dependency in pyx code,
               therefore not type hint is added.
         """
+        # dump_format="json" is affected by the integer-overflow error,
+        # since XGBoost doesn't control numeric limits of integer features.
+        # For correct conversion we manulally replace feature types from 'int'->'float;
+        if hasattr(booster, "feature_types"):
+            feature_types = booster.feature_types
+            if feature_types:
+                for i in range(len(feature_types)):
+                    if feature_types[i] == "int":
+                        feature_types[i] = "float"
+                booster.feature_types = feature_types
+
         tl = TreeList()
         dump = booster.get_dump(dump_format="json", with_stats=True)
         for tree_id, raw_tree in enumerate(dump):