diff --git a/tools/compatibility/v2/sagemaker_upgrade_v2.py b/tools/compatibility/v2/sagemaker_upgrade_v2.py
new file mode 100644
index 0000000000..04b5fad876
--- /dev/null
+++ b/tools/compatibility/v2/sagemaker_upgrade_v2.py
@@ -0,0 +1,43 @@
+# Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"). You
+# may not use this file except in compliance with the License. A copy of
+# the License is located at
+#
+#     http://aws.amazon.com/apache2.0/
+#
+# or in the "license" file accompanying this file. This file is
+# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
+# ANY KIND, either express or implied. See the License for the specific
+# language governing permissions and limitations under the License.
+"""A tool to upgrade SageMaker Python SDK code to be compatible with v2."""
+from __future__ import absolute_import
+
+import argparse
+
+import files
+
+
+def _parse_and_validate_args():
+    """Parses CLI arguments"""
+    parser = argparse.ArgumentParser(
+        description="A tool to convert files to be compatible with v2 of the SageMaker Python SDK."
+        "\nSimple usage: sagemaker_upgrade_v2.py --in-file foo.py --out-file bar.py"
+    )
+    parser.add_argument(
+        "--in-file", help="If converting a single file, the name of the file to convert"
+    )
+    parser.add_argument(
+        "--out-file",
+        help="If converting a single file, the output file destination. If needed, "
+        "directories in the output file path are created. If the output file already exists, "
+        "it is overwritten.",
+    )
+
+    return parser.parse_args()
+
+
+if __name__ == "__main__":
+    args = _parse_and_validate_args()
+
+    files.PyFileUpdater(input_path=args.in_file, output_path=args.out_file).update()