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MLOps using Azure ML Services and Azure DevOps

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![image](https://user-images.githubusercontent.com/58696525/121310440-016daa00-c921-11eb-834c-3a6a4648afd8.png) My Pipeline fails with error "No module named 'joblib'"

When running `export BUILD_BUILDID=$(uuidgen) && python ml_service/pipelines/diabetes_regression_build_train_pipeline.py` the following error occurs: ``` Traceback (most recent call last): File "ml_service/pipelines/diabetes_regression_build_train_pipeline.py", line 6, in from ml_service.pipelines.load_sample_data import create_sample_data_csv ModuleNotFoundError: No module named...

Hi, I have built upon this project and similarly to your Azure DevOps pipeline my parallel batch scoring pipelines are all not terminating anymore: https://aidemos.visualstudio.com/MLOps/_build/results?buildId=5684&view=logs&j=9effb530-5327-5cf9-9ca2-ba5490ba1ebd It seems like the actual...

In the **args.service** - what does this parameter refer to? Meaning is the --service that we pass is the published pipeline id? Meaning when we publish for e.g. the **_diabetes_regression_build_parallel_batchscore_pipeline.py_**...

When i use this image mcr.microsoft.com/mlops/python:latest I always get "ModuleNotFoundError: No module named 'lightgbm'"

I have followed the instructions for creating a customized docker image, and have successfully built and pushed it to Azure Container Registry. I then include the container image in the...

We have been running for over a year, the mlops-azure container (https://hub.docker.com/_/microsoft-mlops-python), for running the creation of our scoring images. In the top of this image we are installing these...

The last cell calls joblin.dump(value=reg, filename=model_name) But the model is called reg_model

Still having an issue with the "Determine if evaluation succeeded and new model is registered (CLI)" step. [Train-and-evaluate-model.txt](https://github.com/microsoft/MLOpsPython/files/5864210/Train-and-evaluate-model.txt) ![Screenshot from 2021-01-24 23-37-15](https://user-images.githubusercontent.com/75331669/105662214-2810d400-5e9d-11eb-98cf-8a301e330892.png) I've changed the ci_dependencies.yml file as requested in...

If we have PyPi Packages added as Artifacts to an Azure DevOps Project Feed, how can we use these packages as a source for installing packages in `DatabricksStep` of Azure...