Issue Importing 'PipelineComponentBatchDeployment' from 'azure.ai.ml.entities'

[marilyndd]

• Package Name: azureml-sdk
• Package Version: 1.53.0
• Operating System: Windows
• Python Version: 3.8.18

Description

I'm encountering an ImportError when trying to import PipelineComponentBatchDeployment from azure.ai.ml.entities.

Things Tried

• Checked if the class is available in the version of the SDK I'm using by running dir() on the relevant module.
• Created a new Conda environment and reinstalled the SDK.
• Checked for the latest version of azureml-sdk and azure-core.
• Verified Python and package versions to ensure compatibility.
• Reviewed official documentation to see if the class has been deprecated or moved.

Additional Information

The documentation indicates that PipelineComponentBatchDeployment is an experimental feature. However, I'm unable to import it even after following all troubleshooting steps.

Describe the bug ImportError: cannot import name 'PipelineComponentBatchDeployment' from 'azure.ai.ml.entities'

Installed Packages:

• adal: 1.2.7
• applicationinsights: 0.11.10
• azure-common: 1.1.28
• azure-core: 1.29.4
• azure-graphrbac: 0.61.1
• azure-identity: 1.14.0
• azure-mgmt-authorization: 3.0.0
• azure-mgmt-containerregistry: 10.2.0
• azure-mgmt-core: 1.4.0
• azure-mgmt-keyvault: 10.2.3
• azure-mgmt-network: 21.0.1
• azure-mgmt-resource: 22.0.0
• azure-mgmt-storage: 21.0.0
• azureml-automl-core: 1.53.1
• azureml-core: 1.53.0
• azureml-dataprep: 4.12.4
• azureml-dataprep-native: 38.0.0
• azureml-dataprep-rslex: 2.19.5
• azureml-dataset-runtime: 1.53.0
• azureml-pipeline: 1.53.0
• azureml-pipeline-core: 1.53.0
• azureml-pipeline-steps: 1.53.0
• azureml-sdk: 1.53.0
• azureml-telemetry: 1.53.0
• azureml-train-automl-client: 1.53.0
• azureml-train-core: 1.53.0
• azureml-train-restclients-hyperdrive: 1.53.0

from azure.ai.ml import MLClient, Input
from azure.ai.ml import load_component
from azure.ai.ml.entities import (
    BatchEndpoint,
    PipelineComponentBatchDeployment,
    AmlCompute,
)
from azure.ai.ml.constants import AssetTypes
from azure.identity import DefaultAzureCredential

[github-actions[bot]]

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