For Debian/Ubuntu Systems use the Spark Debian Package.
You can download it from GitHub Releases page. Download the .deb file. You can copy its link and download with wget command:
wget https://github.com/igniterealtime/Spark/releases/download/v3.0.2/spark_3_0_2.deb
To install Spark execute the follow command:
sudo apt install ./spark_*.deb
The Spark will be installed to /opt/Spark/ and its launcher will be available from the Start menu
The Spark deb package has a dependency to the Java Runtime (JRE).
You may already have it so check with the java -version command.
If it’s not installed you can install the default JRE (LTS version 17, 21, 25 etc.):
sudo apt install default-jre