Databricks Community

Yes. The Delta client is open source, and lets you read/write Delta tables if you add it to your external application. See https://docs.delta.io/latest/index.html

We can use the below api to list out the jobs and then use the delete job api:https://docs.databricks.com/dev-tools/api/latest/jobs.html#listListEndpoint HTTP Method2.0/jobs/list GETOnce we list out the jobs, then we can use below API to delete them:...

We can use the below init script to install the packages in the cluster:%scala   dbutils.fs.put("dbfs:/databricks/init_scripts/rlib.sh", """   #!/bin/bash   sudo apt-get install -y libudunits2-dev   sudo add-apt-repository ppa:ubuntugis/ubuntugis-uns...

While checking the init script is installing the s3fs version 0.5.2.This version has issues at the moment from the pypi. I have tested version 0.6.0 that works fine. please change your requirement.txt file with a newer version of s3fs. Below is the p...

You can find a lot more info on this at this MLflow product page, including a comparison table at the bottom. I'd summarize that comparison as: Databricks provides three key things in its managed MLflow service.Security: MLflow experiments, models, ...

You can find the MLflow version in the runtime release notes, along with a list of every other library provided. E.g., for DBR 8.3 ML, you can look at the release notes for AWS, Azure, or GCP.The MLflow client API (i.e., the API provided by installi...

You can use explain to see what type of physical and logical plans are getting created . This is the best way to see difference , but as mentioned in the question , it should give the same physical plan

Our documentation provides nice examples of preparing image data for training and inference.Training: See docs for AWS, Azure, GCPInference: See reference solution for AWS, Azure, GCP

Less use of Interactive cluster and more use of job cluster can one of the way above others

Follow the instruction at Share models across workspaces.