With this “V2” architecture based on Spark Connect, Databricks Connect becomes a thin client that is simple and easy to use. Spark Connect introduces a decoupled client-server architecture for Apache Spark that allows remote connectivity to Spark clusters using the DataFrame API and unresolved logical plans as the protocol. Because the client application is decoupled from the cluster, it is unaffected by cluster restarts or upgrades, which would normally cause you to lose all the variables, RDDs, and DataFrame objects defined in a notebook.įor Databricks Runtime 13.0 and higher, Databricks Connect is now built on open-source Spark Connect. Shut down idle clusters without losing work. You do not need to restart the cluster after changing Python library dependencies in Databricks Connect, because each client session is isolated from each other in the cluster.
Iterate quickly when developing libraries. Step through and debug code in your IDE even when working with a remote cluster. The 2021 version of IntelliJ ( ) seems to require you to choose Python in the left side pane, which was what I was seeing in the tutorial videos that I searched.Databricks Connect for Databricks Runtime 13.0 and higher currently supports running only Python applications. explains that clicking the Python button will create a Python project. Could you help confirm it for me? Your help is greatly appreciated :)
I might have been unclear in my post, but I was actually wondering how to create a Python project in IntelliJ.Īfter doing some googling, I think I may have found the answer. This is the answer that I needed! Thank you very much for pointing that out. That is why the difference between tutorial and what you are seeing. The new project dialog was redesigned somewhat recently. The videos that I was watching were from last year. , which seems to be released rather recently. I wonder if the difference is because the IntelliJ IDEA version I'm using is this: Should I create a project with that button selected? There's no Python on the side bar, but there's a Python where I circled in blue. Most of the tutorial videos I searched up say that the next step is to select Python here when creating a new project:
I also downloaded Python and installed the plugin on IntelliJ. I downloaded IntelliJ IDEA community edition, and am trying to set up Python (I know IntelliJ is an IDE for Java, but I would like to set up Python).
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