Re: [Beginner Debug]: Executor OutOfMemoryError

2024-02-23 Thread Mich Talebzadeh
Seems like you are having memory issues. Examine your settings. 1. It appears that your driver memory setting is too high. It should be a fraction of total memy provided by YARN 2. Use the Spark UI to monitor the job's memory consumption. Check the Storage tab to see how memory is

[Beginner Debug]: Executor OutOfMemoryError

2024-02-22 Thread Shawn Ligocki
Hi I'm new to Spark and I'm running into a lot of OOM issues while trying to scale up my first Spark application. I am running into these issues with only 1% of the final expected data size. Can anyone help me understand how to properly configure Spark to use limited memory or how to debug which