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Uploaded Docker image into cluster. Used cluster for MLFlow experiment, but no experiment is logged/there are no experiment runs. Why is this?

confusedIntern
New Contributor III

Hi!

So I used this MLFlow experiment I found from the databricks website: https://docs.databricks.com/_static/notebooks/machine-learning-with-unity-catalog.html

And I created this cluster using a custom Docker image I created myself: Screen Shot 2022-08-02 at 4.13.14 PM 

Usually when I create a cluster to run an MLFlow experiment, I use the ML version such as 10.4 LTS ML (includes Apache Spark 3.2.1, Scala 2.12). However, when I tried to select this for the Docker image, this error shows up:

Screen Shot 2022-08-02 at 4.17.10 PM 

So I thought, I'll just use the regular 10.4 LTS one. But when I used this and ran my MLFlow experiment, nothing shows up in the experiment runs.

Screen Shot 2022-08-02 at 4.17.47 PM 

Why is this happening? What can I do to make this work?

Please help! Thank you very much!

4 REPLIES 4

Debayan
Esteemed Contributor III
Esteemed Contributor III

Hi @Debayan Mukherjee​!

Yes, I've been following this URL and have gone through step 3 for launch your cluster for the UI. This is what I have and it is pretty similar to the screenshot you have: Screen Shot 2022-08-02 at 4.13.14 PM 

The cluster was successfully created with the Docker image, but I cannot use the cluster for running MLflow experiments. I'm not sure what I did wrong.

Thank you!

Debayan
Esteemed Contributor III
Esteemed Contributor III

While initializing the experiment, do you see any errors?

Also Could you please check if the permissions are provided correctly: https://docs.databricks.com/security/access-control/workspace-acl.html#mlflow-experiment-permissions....

Also, you can go through https://docs.databricks.com/applications/mlflow/tracking.html#experiments.

Hi @Margie Kale​,

Just a friendly follow-up. Did Debayan's response help you to resolved your questions? please mark it as best. Otherwise, please let us know if you still need help.

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