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🚀 Boost Databricks Performance ✅ Lazy Evaluation and Spark DataFrame Caching ☕

Coffee77
New Contributor II

Published new video in my recently created youtube channel about one of my favorite topics: performance.  So, here is a new video whose goal is to explain clearly what lazy evaluation is and how to use caching to boost performance.

 👉  https://studio.youtube.com/video/pLGAr1VXQSQ 

I usually see these concepts are largely misunderstood and I think they are KEY to work with databricks from the very beginning and not to incur in performance issues. So, I decided to create these series not only to my team but to share with community while it serves to myself to remember due to my very bad long-term human memory xD. 

CAFE77_4-1756040519167.png

I hope you find it useful.

And YES, doing this with a lot of coffee...

 

 

https://www.youtube.com/@CafeConData
1 ACCEPTED SOLUTION

Accepted Solutions

szymon_dybczak
Esteemed Contributor III

Thanks @Coffee77 . This is great. For me performance tuning is one of the most interesting parts when it comes to working with Spark. This is going to be an awesome series 🙂

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2 REPLIES 2

szymon_dybczak
Esteemed Contributor III

Thanks @Coffee77 . This is great. For me performance tuning is one of the most interesting parts when it comes to working with Spark. This is going to be an awesome series 🙂

Coffee77
New Contributor II

Not sure if previous link works fine, here is the correct one ▶️ https://youtu.be/pLGAr1VXQSQ?si=QaKzaNfzrNl_0Tv9

https://www.youtube.com/@CafeConData
☕ Episode 1 of BOOST DATABRICKS PERFORMANCE SERIES ✅ Goal is to explain clearly what lazy evaluation is and how to use caching to boost performance. 💻 Rest of the videos will be published periodically ☕ 👍👍👍👍👍👍👍👍 ✅ Table of Contents 00:00 What is Lazy Evaluation? 02:47 Deep dive into Repe...