Python Validation error and doc fix (#762)

Author: mayoor

ads/model/model_artifact_boilerplate/artifact_introspection_test/model_artifact_validate.py

@@ -29,7 +29,7 @@
 TESTS_PATH = os.path.join(_cwd, "resources", "tests.yaml")
 HTML_PATH = os.path.join(_cwd, "resources", "template.html")
 CONFIG_PATH = os.path.join(_cwd, "resources", "config.yaml")
-PYTHON_VER_PATTERN = "^([3])(\.[6-9])(\.\d+)?$"
+PYTHON_VER_PATTERN = "^([3])(\.([6-9]|1[0-2]))(\.\d+)?$"
 PAR_URL = "https://objectstorage.us-ashburn-1.oraclecloud.com/p/WyjtfVIG0uda-P3-2FmAfwaLlXYQZbvPZmfX1qg0-sbkwEQO6jpwabGr2hMDBmBp/n/ociodscdev/b/service-conda-packs/o/service_pack/index.json"
 
 TESTS = {

docs/source/user_guide/model_serialization/automlmodel.rst

@@ -23,8 +23,8 @@ Example
     from sklearn.model_selection import train_test_split
 
     import ads
-    import automl
-    from automl import init
+    import automlx as automl
+    from automlx import init
     from ads.model import GenericModel
     from ads.common.model_metadata import UseCaseType
 
@@ -48,8 +48,8 @@ Example
 
     ads.set_auth("resource_principal")
     automl_model = GenericModel(estimator=est, artifact_dir="automl_model_artifact")
-    automl_model.prepare(inference_conda_env="automlx_p38_cpu_v1",
-                         training_conda_env="automlx_p38_cpu_v1",
+    automl_model.prepare(inference_conda_env="automlx234_p38_cpu_x86_64_v1",
+                         training_conda_env="automlx234_p38_cpu_x86_64_v1",
                          use_case_type=UseCaseType.BINARY_CLASSIFICATION,
                          X_sample=X_test,
                          force_overwrite=True)
@@ -70,7 +70,7 @@ Open ``automl_model_artifact/score.py`` and edit the code to instantiate the mod
     from io import StringIO
     import logging
     import sys
-    import automl
+    import automlx as automl
     import pandas as pd
     import numpy as np
 

tests/unitary/default_setup/model/test_model_introspect.py

@@ -1,6 +1,6 @@
 #!/usr/bin/env python
 
-# Copyright (c) 2021, 2023 Oracle and/or its affiliates.
+# Copyright (c) 2021, 2024 Oracle and/or its affiliates.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/
 
 """Unit Tests for model introspection module."""
@@ -249,3 +249,21 @@ def test_to_list(self):
         """Tests converting instance to a list representation."""
         expected_result = ["test_key", "test_case", "test_result", "test_message"]
         assert self.mock_print_item.to_list() == expected_result
+
+
+class TestPythonVersionCheck(TestCase):
+    def test_python_version_check(self):
+        from ads.model.model_artifact_boilerplate.artifact_introspection_test import (
+            model_artifact_validate as at,
+        )
+        import re
+
+        supported_python_version = [f"3.{minor}" for minor in range(6, 12)]
+        for version in supported_python_version:
+            m = re.match(at.PYTHON_VER_PATTERN, str(version))
+            assert m and m.group(), "Python version check failed."
+
+        unsupported_python_version = ["3.5", "3.13"]
+        for version in unsupported_python_version:
+            m = re.match(at.PYTHON_VER_PATTERN, str(version))
+            assert not m, "Python version check failed."