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Spark Connect Overview - Spark 3.5.4 Documentation

🚀 Discover Spark Connect – a lightweight interface for Apache Spark! Perfect for remote development and flexible connections to Spark clusters. Learn more here:

🔗 tinyurl.com/49hkkbcs

#ApacheSpark #BigData #SparkConnect #DataEngineering

There are 6+ different SparkSessions in the upcoming #ApacheSpark 4.0.0 (snapshot) due to #SparkConnect 🤯

1️⃣ api.SparkSession
2️⃣ SparkSession
3️⃣ Spark Connect-aware SparkSession

Hope to get it all right in "The Internals of Spark Connect"...soon 🫣

➡️ books.japila.pl/spark-connec...

#ApacheSpark 3.5.4 hit the shelves 🥳

➡️ spark.apache.org/downloads.html

I'm on the main / 4.0.0-SNAPSHOT branch while exploring #SparkConnect anyway. You?

➡️ books.japila.pl/spark-connec...

It was with #DeltaLake, then with #UnityCatalog and now with #SparkConnect.

When you dig deeper into extensions you can learn how the base works.

In Spark apps, Spark Connect is simply a driver plugin.

➡️ books.japila.pl/spark-connec...

I've been asked a few qqs about #SparkConnect lately that I haven't really been able to answer so...I created another online book about The Internals of Spark Connect! 😆

➡️ books.japila.pl/spark-connec...

From external PoV, Spark Connect looks like #UnityCatalog = lots of gRPC.

Enjoy! ❤️