Hi,Apologies, as I am trying to use Pytest first time. I know this question has been raised but I went through previous answers but the issue still exists.I am following DAtabricks and other articles using pytest. My structure is simple as -tests--co...
I'm currently experimenting with vector search using Databricks. Everything runs smoothly when I load the model deployed in Unity Catalog into a notebook session and ask questions using Python. However, when I attempt to serve it, I encounter a gener...
"Deploying a custom serving endpoint for LLMs can be challenging, especially when handling model dependencies and scaling issues. Has anyone found a reliable workaround for deployment failures? Also, for those looking for updates on government assist...
I'm trying to create a spark udf for a registered model and getting:Exception: Python versions in the Spark Connect client and server are different. To execute user-defined functions, client and server should have the same minor Python version. Pleas...
Does this mean that:1. A new dbx runtime comes out2. Serverless compute automatically switches to the new runtime + new python version3. Any external environments that use serverless ie, local VScode / CICD environments also need to upgrade their pyt...
Hello,I have an external table created in databricks unity catalog workspace and trying to "Create a monitor" for the same from quality tab.While creating the same the dashboard is getting created however the two metrices tables "profile" & "drift" a...
Hello @nikhil_2212! It looks like this post duplicates the one you recently posted. A response has already been provided to the Original post. I recommend continuing the discussion in that thread to keep the conversation focused and organised.
application writes several JSON (small) files and the expected volumes of these files are high ( Estimate: 1 million during the peak season in a hourly window) . As per current design, these files are streamed through Spark Stream and we use autolo...
We have customers that read millions of files per hour+ using Databricks Auto Loader. For high-volume use cases, we recommend enabling file notification mode, which, instead of continuously performing list operations on the filesystem, uses cloud nat...
I'm exploring using an instance pool. Can someone clarify for me which job event log tells me the time-spent-waiting-for-an-instance? I've found 2 candidates:1. The delta between "waitingForCluster" and "started" on the "run events" log, accessible v...
Hi!I would like some input/tips from the community regarding when is it time to go from a working solution in notebooks to something more "stable", like whl/py-files?What are the pros/cons with notebooks compared to whl/py?The way i structured things...
Hey @Forssen ,My advice:Using .py files and .whl packages is generally more secure and scalable, especially when working in a team. One of the key advantages is that code reviews and version control are much more efficient with .py files, as changes ...
Hi, I have following streaming setup:I want to remove duplicates in streaming.1) deduplication strategy is defined by two fields: extraction_timestamp and hash (row wise hash)2) watermark strategy: extraction_timestamp with "10 seconds" interval--> R...
Found solution. https://kb.databricks.com/streaming/how-to-efficiently-manage-state-store-files-in-apache-spark-streaming-applications <-- these two parameters.
Is there any way do disable exiting current cell when I move cursor around with arrows. When I press up arrow or down arrow it will exit the current cell and go to another cell. Can that functionally be disabled so when I hold up or down arrow key, c...
Hello All,I have a requirement to create a mount point to file share in Azure Storage account, I did follow the official documentation. However, I could not create the mount point to fileshare.. and the documentation discribed the mount point creatio...
I work with the navigation sidebar closed and use the stacked hamburgers symbol in the upper left to reveal it when I want. Now, if you mouse over the left edge of the browser window too slowly it will auto-reveal the navigation sidebar. I do not wan...
I've checked with the team, and there's no way to turn this off. However, they are making adjustments to improve the experience, and a fix to refine the sidebar functionality is on the way.
Can we create a new Group in Denver?
Yes Please.
I don't think it's possible but I thought I would check. I need to combine notebooks. While developing I might have code in various notebooks. I read them in with "%run".Then when all looks good I combine many cells into fewer notebooks. Is there any...
Hi @397973, Combining multiple notebooks into a single notebook isn't an out-of-the-box feature, but will try to combine %run commands ando output them to see if it works, sort of like: %run "/path/to/notebook1"%run "/path/to/notebook2"
A critical issue has arisen that is impacting our deployment planning for our client. We have encountered a challenge with our Azure CI/CD pipeline integration, specifically concerning the deployment of Python files (.py). Despite our best efforts, w...
Hi,I am trying to implement lakehouse monitoring using Inference profile for my inference data that I have, I see that when I create the monitor, two tables get generated profile and drift, I wanted to understand how are these two tables generating a...
When you create a Databricks Lakehouse Monitoring monitor with an Inference profile, the system automatically generates two metric tables: a profile metrics table and a drift metrics table. Here's how this process works: Background Processing When yo...
