

The Spark UI lacks essential node metrics (CPU, Memory, and I/O usage).
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In this article, we present our ambition to replace the Spark UI and Spark History Server with a free and cross-platform monitoring tool for Spark called the Data Mechanics UI. “The Spark history server is a pain to setup.”ĭata Mechanics is a YCombinator startup building a serverless platform for Apache Spark - a Databricks, AWS EMR, Google Dataproc, or Azure HDinsight alternative - that makes Apache Spark more easy-to-use and performant.“There’s a lot of tribal knowledge involved.”.
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“Even if there’s a critical information, it’s buried behind a lot of noisy information that only experts know how to navigate.”.“It’s hard to understand what’s going on.”.It generates a lot of frustration among Apache Spark users, beginners and experts alike. The Spark UI is the open source monitoring tool shipped with Apache Spark, the #1 big data engine.
