fix(experiments/run.py): Stop duplication of RUN_TC_TAG on Consecutive Experiment Runs (#3608)

Author: alex6499cat

src/sagemaker/experiments/run.py

@@ -647,7 +647,8 @@ def _append_run_tc_label_to_tags(tags: Optional[List[Dict[str, str]]] = None) ->
         """
         if not tags:
             tags = []
-        tags.append(RUN_TC_TAG)
+        if RUN_TC_TAG not in tags:
+            tags.append(RUN_TC_TAG)
         return tags
 
     def __enter__(self):

tests/unit/sagemaker/experiments/test_run.py

@@ -936,6 +936,11 @@ def test_append_run_tc_label_to_tags():
     assert len(ret) == 2
     assert expected_tc_tag in ret
 
+    tags = [expected_tc_tag]
+    ret = Run._append_run_tc_label_to_tags(tags)
+    assert len(ret) == 1
+    assert expected_tc_tag in ret
+
 
 def _verify_tc_status_before_enter_init(trial_component):
     assert not trial_component.start_time