Interesting links
Here are some interesting links for you! Enjoy your stay :)Pages
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Databricks Doubles Cost. Reddit Explodes. I’m in Trouble!
I recently did a post on Linkedin and Reddit about Databricks removing Standard Tier and forcing folks into Unity Catalog. The post got big traction and blew up, more than I thought. Enough for the Databricks folk to hunt me down at work and tell me I’m naughty. I will be writing a more in-depth […]
Writing Apache Spark with Rust! Spark Connect Introduced.
I never thought I would live to see the day, it’s crazy. I’m not sure who’s idea it was to make it possible to write Apache Spark with Rust, Golang, or Python … but they are all genius. As of Apache Spark 3.4 it is now possible to use Spark Connect … a thin API […]
How to JOIN datasets in Polars … compared to Pandas.
It’s been a while since I wrote about Polars on this blog, I’ve been remiss. Some time ago I wrote a very simple comparison of switching from Pandas to Polars, I didn’t put much real effort into it, yet it was popular, so this is my attempt at trying to expand on that topic a […]
Building Databricks Data Pipelines 101
Have you ever wondered at a high level what it’s like to build production-level data pipelines on Databricks? What does it look like, what tools do you use?
How To Build and Open Source PYPI Python Package
Ever wondered how to build and end-to-end project for an Open Source Python Package that gets published to PYPI? I built out lakescuman open-source package to help with Databricks Unity Catalog Delta Lake tables querying with Polars, DuckDB, or PyArrow. https://github.com/danielbeach/lakescum
The Path To Senior Engineer
Want to know how to grow to the Senior Engineering position? Take a look.
Don’t Be So Smart
Most Software Engineers think of themselves as too smart. They think they are the best and brightest coder alive or that has ever lived. Doing so, they stunt themselves from becoming Senior Engineers and become hard to work with, the nightmare of the PR process. You don’t need to be the smartest person in the […]
Data Modeling Is Easy
When you’ve been data modeling as long as I have, it gets to be the same old … same old. People make data modeling harder than it has to be. There is a lot of jargon that gets thrown around … third-normal-form, OLAP, OLTP … I give you the 3-4 basics that are at the […]
Is Devin Going To Take My Software Engineering Job?
Unless you’ve been hiding a rock you’ve probably heard the hubbub over Devin the new AI Software Engineer that is going to take your job. While this is a genius piece of marketing … it’s a bunch of crud. Never fear, you are in no more danger of losing your job in Software than when […]
DuckDB has MAJOR Problems! OOM Errors.
I recently did a challenge. The results were clear. DuckDB CANNOT handle larger-than-memory datasets. OOM Errors. See link below for more details. … DuckDB vs Polars – Thunderdome. 16GB on 4GB machine Challenge.