feat: Supporting tbac in load_run

Author: ananth102

src/sagemaker/experiments/run.py

@@ -205,7 +205,9 @@ def __init__(
             )
 
         if not _TrialComponent._trial_component_is_associated_to_trial(
-            self._trial_component.trial_component_name, self._trial.trial_name, sagemaker_session
+            self._trial_component.trial_component_name,
+            self._trial.trial_name,
+            sagemaker_session,
         ):
             self._trial.add_trial_component(self._trial_component)
 
@@ -771,6 +773,7 @@ def load_run(
     sagemaker_session: Optional["Session"] = None,
     artifact_bucket: Optional[str] = None,
     artifact_prefix: Optional[str] = None,
+    tags: Optional[List[Dict[str, str]]] = None,
 ) -> Run:
     """Load an existing run.
 
@@ -839,6 +842,8 @@ def load_run(
                 will be used.
         artifact_prefix (str): The S3 key prefix used to generate the S3 path
             to upload the artifact to (default: "trial-component-artifacts").
+        tags (List[Dict[str, str]]): A list of tags to be used for all create calls,
+            e.g. to create an experiment, a run group, etc. (default: None).
 
     Returns:
         Run: The loaded Run object.
@@ -860,6 +865,7 @@ def load_run(
             sagemaker_session=sagemaker_session or _utils.default_session(),
             artifact_bucket=artifact_bucket,
             artifact_prefix=artifact_prefix,
+            tags=tags,
         )
     elif _RunContext.get_current_run():
         run_instance = _RunContext.get_current_run()
@@ -879,6 +885,7 @@ def load_run(
             sagemaker_session=sagemaker_session or _utils.default_session(),
             artifact_bucket=artifact_bucket,
             artifact_prefix=artifact_prefix,
+            tags=tags,
         )
     else:
         raise RuntimeError(

tests/unit/sagemaker/experiments/test_run.py

@@ -55,6 +55,7 @@
     TEST_RUN_DISPLAY_NAME,
     TEST_ARTIFACT_BUCKET,
     TEST_ARTIFACT_PREFIX,
+    TEST_TAGS,
 )
 
 
@@ -155,24 +156,22 @@ def test_run_init_name_length_exceed_limit(sagemaker_session):
 
 
 @pytest.mark.parametrize(
-    ("kwargs", "expected_artifact_bucket", "expected_artifact_prefix"),
+    ("kwargs", "expected_artifact_bucket", "expected_artifact_prefix", "expected_tags"),
     [
-        ({}, None, _DEFAULT_ARTIFACT_PREFIX),
+        ({}, None, _DEFAULT_ARTIFACT_PREFIX, None),
         (
             {
                 "artifact_bucket": TEST_ARTIFACT_BUCKET,
                 "artifact_prefix": TEST_ARTIFACT_PREFIX,
+                "tags": TEST_TAGS,
             },
             TEST_ARTIFACT_BUCKET,
             TEST_ARTIFACT_PREFIX,
+            TEST_TAGS,
         ),
     ],
 )
 @patch.object(_TrialComponent, "save", MagicMock(return_value=None))
-@patch(
-    "sagemaker.experiments.run.Experiment._load_or_create",
-    MagicMock(return_value=Experiment(experiment_name=TEST_EXP_NAME)),
-)
 @patch(
     "sagemaker.experiments.run._Trial._load_or_create",
     MagicMock(side_effect=mock_trial_load_or_create_func),
@@ -189,6 +188,7 @@ def test_run_load_no_run_name_and_in_train_job(
     kwargs,
     expected_artifact_bucket,
     expected_artifact_prefix,
+    expected_tags,
 ):
     client = sagemaker_session.sagemaker_client
     job_name = "my-train-job"
@@ -213,26 +213,32 @@ def test_run_load_no_run_name_and_in_train_job(
             {
                 "TrialComponent": {
                     "Parents": [
-                        {"ExperimentName": TEST_EXP_NAME, "TrialName": exp_config[TRIAL_NAME]}
+                        {
+                            "ExperimentName": TEST_EXP_NAME,
+                            "TrialName": exp_config[TRIAL_NAME],
+                        }
                     ],
                     "TrialComponentName": expected_tc_name,
                 }
             }
         ]
     }
-    with load_run(sagemaker_session=sagemaker_session, **kwargs) as run_obj:
-        assert run_obj._in_load
-        assert not run_obj._inside_init_context
-        assert run_obj._inside_load_context
-        assert run_obj.run_name == TEST_RUN_NAME
-        assert run_obj._trial_component.trial_component_name == expected_tc_name
-        assert run_obj.run_group_name == Run._generate_trial_name(TEST_EXP_NAME)
-        assert run_obj._trial
-        assert run_obj.experiment_name == TEST_EXP_NAME
-        assert run_obj._experiment
-        assert run_obj.experiment_config == exp_config
-        assert run_obj._artifact_uploader.artifact_bucket == expected_artifact_bucket
-        assert run_obj._artifact_uploader.artifact_prefix == expected_artifact_prefix
+    expmock = MagicMock(return_value=Experiment(experiment_name=TEST_EXP_NAME, tags=expected_tags))
+    with patch("sagemaker.experiments.run.Experiment._load_or_create", expmock):
+        with load_run(sagemaker_session=sagemaker_session, **kwargs) as run_obj:
+            assert run_obj._in_load
+            assert not run_obj._inside_init_context
+            assert run_obj._inside_load_context
+            assert run_obj.run_name == TEST_RUN_NAME
+            assert run_obj._trial_component.trial_component_name == expected_tc_name
+            assert run_obj.run_group_name == Run._generate_trial_name(TEST_EXP_NAME)
+            assert run_obj._trial
+            assert run_obj.experiment_name == TEST_EXP_NAME
+            assert run_obj._experiment
+            assert run_obj.experiment_config == exp_config
+            assert run_obj._artifact_uploader.artifact_bucket == expected_artifact_bucket
+            assert run_obj._artifact_uploader.artifact_prefix == expected_artifact_prefix
+            assert run_obj._experiment.tags == expected_tags
 
     client.describe_training_job.assert_called_once_with(TrainingJobName=job_name)
     run_obj._trial.add_trial_component.assert_not_called()
@@ -265,7 +271,9 @@ def test_run_load_no_run_name_and_not_in_train_job(run_obj, sagemaker_session):
             assert run_obj == run
 
 
-def test_run_load_no_run_name_and_not_in_train_job_but_no_obj_in_context(sagemaker_session):
+def test_run_load_no_run_name_and_not_in_train_job_but_no_obj_in_context(
+    sagemaker_session,
+):
     with pytest.raises(RuntimeError) as err:
         with load_run(sagemaker_session=sagemaker_session):
             pass
@@ -388,7 +396,10 @@ def test_run_load_in_sm_processing_job(mock_run_env, sagemaker_session):
             {
                 "TrialComponent": {
                     "Parents": [
-                        {"ExperimentName": TEST_EXP_NAME, "TrialName": exp_config[TRIAL_NAME]}
+                        {
+                            "ExperimentName": TEST_EXP_NAME,
+                            "TrialName": exp_config[TRIAL_NAME],
+                        }
                     ],
                     "TrialComponentName": expected_tc_name,
                 }
@@ -442,7 +453,10 @@ def test_run_load_in_sm_transform_job(mock_run_env, sagemaker_session):
             {
                 "TrialComponent": {
                     "Parents": [
-                        {"ExperimentName": TEST_EXP_NAME, "TrialName": exp_config[TRIAL_NAME]}
+                        {
+                            "ExperimentName": TEST_EXP_NAME,
+                            "TrialName": exp_config[TRIAL_NAME],
+                        }
                     ],
                     "TrialComponentName": expected_tc_name,
                 }
@@ -589,7 +603,10 @@ def test_log_output_artifact_outside_run_context(run_obj):
 
 
 def test_log_output_artifact(run_obj):
-    run_obj._artifact_uploader.upload_artifact.return_value = ("s3uri_value", "etag_value")
+    run_obj._artifact_uploader.upload_artifact.return_value = (
+        "s3uri_value",
+        "etag_value",
+    )
     with run_obj:
         run_obj.log_file("foo.txt", "name", "whizz/bang")
         run_obj._artifact_uploader.upload_artifact.assert_called_with("foo.txt")
@@ -608,7 +625,10 @@ def test_log_input_artifact_outside_run_context(run_obj):
 
 
 def test_log_input_artifact(run_obj):
-    run_obj._artifact_uploader.upload_artifact.return_value = ("s3uri_value", "etag_value")
+    run_obj._artifact_uploader.upload_artifact.return_value = (
+        "s3uri_value",
+        "etag_value",
+    )
     with run_obj:
         run_obj.log_file("foo.txt", "name", "whizz/bang", is_output=False)
         run_obj._artifact_uploader.upload_artifact.assert_called_with("foo.txt")
@@ -653,7 +673,10 @@ def test_log_multiple_input_artifacts(run_obj):
                 "etag_value" + str(index),
             )
             run_obj.log_file(
-                file_path, "name" + str(index), "whizz/bang" + str(index), is_output=False
+                file_path,
+                "name" + str(index),
+                "whizz/bang" + str(index),
+                is_output=False,
             )
             run_obj._artifact_uploader.upload_artifact.assert_called_with(file_path)
 
@@ -753,7 +776,12 @@ def test_log_precision_recall_invalid_input(run_obj):
     with run_obj:
         with pytest.raises(ValueError) as error:
             run_obj.log_precision_recall(
-                y_true, y_scores, 0, title="TestPrecisionRecall", no_skill=no_skill, is_output=False
+                y_true,
+                y_scores,
+                0,
+                title="TestPrecisionRecall",
+                no_skill=no_skill,
+                is_output=False,
             )
         assert "Lengths mismatch between true labels and predicted probabilities" in str(error)
 
@@ -901,7 +929,8 @@ def test_list(mock_tc_search, mock_tc_list, mock_tc_load, run_obj, sagemaker_ses
             display_name="C" + str(i),
             source_arn="D" + str(i),
             status=TrialComponentStatus(
-                primary_status=_TrialComponentStatusType.InProgress.value, message="E" + str(i)
+                primary_status=_TrialComponentStatusType.InProgress.value,
+                message="E" + str(i),
             ),
             start_time=start_time + datetime.timedelta(hours=i),
             end_time=end_time + datetime.timedelta(hours=i),
@@ -921,7 +950,8 @@ def test_list(mock_tc_search, mock_tc_list, mock_tc_load, run_obj, sagemaker_ses
                 display_name="C" + str(i),
                 source_arn="D" + str(i),
                 status=TrialComponentStatus(
-                    primary_status=_TrialComponentStatusType.InProgress.value, message="E" + str(i)
+                    primary_status=_TrialComponentStatusType.InProgress.value,
+                    message="E" + str(i),
                 ),
                 start_time=start_time + datetime.timedelta(hours=i),
                 end_time=end_time + datetime.timedelta(hours=i),