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Azure / mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
https://learn.microsoft.com/en-us/azure/machine-learning/concept-model-management-and-deployment
MIT License
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Missing /mlops/azureml/train/data.yml (ADO/classical) #114

Open WiktorMadejski opened 1 year ago

WiktorMadejski commented 1 year ago

Describe the bug or the issue that you are facing

In ADO repository generation pipeline

/.azuredevops/initialise-project.yml

did not created 

/mlops/azureml/train/data.yml

(which can be found here https://github.com/Azure/mlops-v2-ado-demo/blob/main/mlops/azureml/train/data.yml), which leads to error in ASO pipeline: DeployTrainingPipeline job: templates/${{ variables.version }}/register-data.yml@mlops-templates 

"Register Azure ML data asset" ERROR: No such file or directory:mlops/azureml/train/data.yml

Steps/Code to Reproduce

Steps as per https://github.com/Azure/mlops-v2/blob/main/documentation/deployguides/deployguide_ado.md

Expected Output

No Error in pipeline DeployTrainingPipeline job templates/${{ variables.version }}/register-data.yml@mlops-templates related to registering ../../../data/taxi-data.csv

Versions

ADO -projectType "classical" -mlopsVersion

Which platform are you using for deploying your infrastrucutre?

Azure DevOps (ADO)

If you mentioned Others, please mention which platformm are you using?

No response

What are you using for deploying your infrastrucutre?

Terraform

Are you using Azure ML CLI v2 or Azure ML Python SDK v2

Azure ML CLI v2

Describe the example that you are trying to run?

Tabular name: deploy-model-training-pipeline

setuc commented 1 year ago

@WiktorMadejski I am reviewing this error. Though I dont want to say it works for me but give me a bit to try it on a fresh setup to see where the pipeline breaks.