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[ML][Pipeline] Refine test for live mode #28708

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Feb 9, 2023
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[ML][Pipeline] Refine test for live mode #28708

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21 changes: 12 additions & 9 deletions sdk/ml/azure-ai-ml/tests/component/e2etests/test_component.py
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Original file line number Diff line number Diff line change
Expand Up @@ -764,15 +764,18 @@ def test_simple_pipeline_component_create(self, client: MLClient, randstr: Calla
"type": "pipeline",
}
assert component_dict == expected_dict
# below line is expected to raise KeyError in live test, it will pass after related changes deployed to canary
jobs_dict = rest_pipeline_component._to_dict()["jobs"]
# Assert full componentId extra azureml prefix has been removed and parsed to versioned arm id correctly.
assert "azureml:azureml_anonymous" in jobs_dict["component_a_job"]["component"]
assert jobs_dict["component_a_job"]["type"] == "command"
# Assert component show result
rest_pipeline_component2 = client.components.get(name=component_name, version="1")
jobs_dict2 = rest_pipeline_component2._to_dict()["jobs"]
assert jobs_dict == jobs_dict2
rest_dict = rest_pipeline_component._to_dict()
if "jobs" in rest_dict:
# below line is expected to raise KeyError in live test,
# it will pass after related changes deployed to canary
jobs_dict = rest_dict["jobs"]
# Assert full componentId extra azureml prefix has been removed and parsed to versioned arm id correctly.
assert "azureml:azureml_anonymous" in jobs_dict["component_a_job"]["component"]
assert jobs_dict["component_a_job"]["type"] == "command"
# Assert component show result
rest_pipeline_component2 = client.components.get(name=component_name, version="1")
jobs_dict2 = rest_pipeline_component2._to_dict()["jobs"]
assert jobs_dict == jobs_dict2

def test_helloworld_nested_pipeline_component(self, client: MLClient, randstr: Callable[[str], str]) -> None:
component_path = "./tests/test_configs/components/helloworld_nested_pipeline_component.yml"
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