Add deprecated marker from either typing or typing_extensions based on the python version

diff --git a/python/datafusion/context.py b/python/datafusion/context.py
index 864ef1c..c651f90 100644
--- a/python/datafusion/context.py
+++ b/python/datafusion/context.py

@@ -21,7 +21,10 @@
 
 from typing import TYPE_CHECKING, Any, Protocol
 
-from typing_extensions import deprecated
+try:
+    from typing import deprecated  # Python 3.13+
+except ImportError:
+    from typing_extensions import deprecated  # Python 3.12
 
 from datafusion.catalog import Catalog, Table
 from datafusion.dataframe import DataFrame

diff --git a/python/datafusion/dataframe.py b/python/datafusion/dataframe.py
index 7413a5f..21b82b1 100644
--- a/python/datafusion/dataframe.py
+++ b/python/datafusion/dataframe.py

@@ -33,7 +33,10 @@
     overload,
 )
 
-from typing_extensions import deprecated
+try:
+    from typing import deprecated  # Python 3.13+
+except ImportError:
+    from typing_extensions import deprecated  # Python 3.12
 
 from datafusion.plan import ExecutionPlan, LogicalPlan
 from datafusion.record_batch import RecordBatchStream

diff --git a/python/datafusion/expr.py b/python/datafusion/expr.py
index 68ddd7c..dcafa42 100644
--- a/python/datafusion/expr.py
+++ b/python/datafusion/expr.py

@@ -25,7 +25,11 @@
 from typing import TYPE_CHECKING, Any, Optional, Type
 
 import pyarrow as pa
-from typing_extensions import deprecated
+
+try:
+    from typing import deprecated  # Python 3.13+
+except ImportError:
+    from typing_extensions import deprecated  # Python 3.12
 
 from datafusion.common import DataTypeMap, NullTreatment, RexType
 

diff --git a/python/datafusion/substrait.py b/python/datafusion/substrait.py
index 402184d..4553d23 100644
--- a/python/datafusion/substrait.py
+++ b/python/datafusion/substrait.py

@@ -26,7 +26,10 @@
 import pathlib
 from typing import TYPE_CHECKING
 
-from typing_extensions import deprecated
+try:
+    from typing import deprecated  # Python 3.13+
+except ImportError:
+    from typing_extensions import deprecated  # Python 3.12
 
 from datafusion.plan import LogicalPlan