The job debugger component is especially useful. It enhances the Spark UI with clearer, more readable stage views and automatically highlights performance issues, which makes troubleshooting much less tedious for our team. The open-source component was also straightforward to deploy in our environment, so we were able to get it up and running without much friction. Review collected by and hosted on G2.com.

This product works best when it’s integrated across both the IDE and the dashboard. If you only use one component on its own, you may not get the full value out of it. Review collected by and hosted on G2.com.