An mlflow model was logged with a custom pip requirements file which contains package versions (mlflow==2.11.3), as well as a custom --index-url. However model serving during the "Initializing model enviroment" step tries to pip install mlflow==2.2.2...
I have a delta table that has a primary key conformed by 2 fields (accountId,ruleModelVersionDesc) and I have also created an online table that has the same primary key, but when I create a feature spec to create an endpoint I get the following error...
Hi everyone! I found it would be helpful to document and share my experiences navigating model deployment on Databricks with the recent changes to deploy models to Unity Catalog instead of the Workspace Model Registry. https://medium.com/p/7d04e85395...
Hi Databricks Team,We are planning a UC Migration for a customer who currently has around 500 experiments, each with multiple runs. These experiments are registered and MLflow is logging to DBFS locations. However, we have not found any documentation...
Hello, we have a need to uninstall older versions of whl files from personal cluster via databricks CLI - could you please provide the exact command to be used here. We tried with many found on the documentations but none of them worked to do the act...
Hi @Visakh_Vijayan ,Did you try to use databricks libraries uninstall? It's exactly crafted for this purposedatabricks libraries uninstall --json YOUR_JSON_WITH_REQUEST_BODYAlso, when you uninstall a library from a cluster, the library is removed onl...
HiI have installed databricks CLI and have created some different profiles, and havnt had any problems until now. When i try to use a specific profile with my commands using the --profile flag, fx "databricks secrets list-scopes --profile prod" i enc...
Hi @NielsMH ,By default, the Databricks CLI looks for the .databrickscfg file in your ~ (your user home) folder on Unix. You can try to delete this file and run configuration process again.You can also use describe command to check what credentials a...
Hi,I was able to deploy an endpoint using legacy serving (It's the only option we have to deploy endpoints in DB). Now I am having trouble querying the endpoint itself. When I try to query it I get the following error: Here is the code I am using ...
Hi,The documentation for the model serving inference table states that the client_request_id column is typically null. How can I populate this column with a request ID from the calling .NET application when invoking the model via the Databricks REST ...
can the community edition be allowed to create a machine learning compute cluster?
No, most of the platforms, including services like Azure and Databricks, are not able to allow the creation of a machine learning compute cluster on this community edition. Most of these editions allow only basic features and resources enough to expl...
I'm deploying a custom model using the `mlflow.pyfunc.PythonModel` class as described here. My model uses the `params` argument in the `predict` method to allow the user to choose some aspects of the model at inference time. For example:class CustomM...
Community Edition Login Issues Below is a list of troubleshooting steps for failing to login with email/password at community.cloud.databricks.com: Troubleshooting Tips If this is your first time logging in, ensure that you did indeed sign u...
Hello,I am unable to log into my Community Edition account. When I try to use my email and password, I receive the message: "You entered an invalid email or password." However, this cannot be the case as I just created the account yesterday.
I am doing a course on Machine Learning Associate course , at the starting itseld i am getting error while running in Azure Databricks.Can somebody help me in solving this error.
Hello,I am looking to build a multi-tenant machine learning recommender system in Azure Databricks. The idea is to have a single shared model, where each tenant can use the same model to train on their own unique dataset. Essentially, while the model...
Hi EveryoneI am using the default Databricks Asset Bundle. All is good except i can get stage dependt variables to work.i have a bundle config file that looks like the below, where i have defined variables for each stage.bundle: name: xxxxx includ...
I would like to determine the exact location of:1. MLflow model tracking files2. Model registry files (with Workspace Model Registry)as according to the documentation it is mentioned that: "All methods copy the model into a secure location managed by...
