Unable to use Env Variables from PipelineComponentBatchDeployment

[TopAgrume]

• Package Name: azure-ai-ml
• Package Version: 1.10.1
• Operating System: Linux
• Python Version: 3.12

Describe the bug
Environment variables specified during the deployment of batch pipeline components are not being set correctly. When attempting to retrieve these variables, they appear as an empty dictionary.

To Reproduce (code example)

training_component = training_pipeline().component
pipeline_component = client.components.create_or_update(training_component)

batch_deployment = PipelineComponentBatchDeployment(
    name="deploy-name",
    description="Test",
    endpoint_name="endpoint_name",
    component=pipeline_component,
    settings={
        "continue_on_step_failure": "False",
        "default_compute": "gpu-config",
    },
    environment_variables={"test1": 1, "test2": 2}
)
# Here: batch_deployment.environment_variables == {"test1": 1, "test2": 2}
client.batch_deployments.begin_create_or_update(batch_deployment).result()

# Test environment variables:
deployment_test = ml_client.batch_deployments.get("deploy-name", "endpoint_name")
deployment_test.environment_variables   # Expected: {"test1": 1, "test2": 2}, Actual: EMPTY DICT

# In another script, when triggering the batch endpoint and printing all the environment variables inside running components, "test1"=1 and "test2"=2 do not appear!

Expected behavior
The environment variables specified during the deployment should be accessible and correctly set when running batch pipeline components. This allows for the use of these variables within the components during execution.

Doc link:
https://learn.microsoft.com/en-us/python/api/azure-ai-ml/azure.ai.ml.entities.batchdeployment?view=azure-python

[github-actions]

Thanks for the feedback! We are routing this to the appropriate team for follow-up. cc @Azure/azure-ml-sdk @azureml-github.

[PratibhaShrivastav18]

Thanks for reporting this issue @TopAgrume . We're looking into it.

[PratibhaShrivastav18]

@TopAgrume, environment_variables is not a supported param in PipelineComponentBatchDeployment by design. Hence, this behaviour is expected. Refer https://learn.microsoft.com/en-us/python/api/azure-ai-ml/azure.ai.ml.entities.pipelinecomponentbatchdeployment?view=azure-python for what is supported.

[github-actions]

Hi @TopAgrume. Thank you for opening this issue and giving us the opportunity to assist. We believe that this has been addressed. If you feel that further discussion is needed, please add a comment with the text "/unresolve" to remove the "issue-addressed" label and continue the conversation.

[github-actions]

Hi @TopAgrume, since you haven’t asked that we /unresolve the issue, we’ll close this out. If you believe further discussion is needed, please add a comment /unresolve to reopen the issue.