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title
Michael Spector's Blog
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image
site name
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2026-02-23 03:55:12
raw text
Michael Spector's Blog Michael Spector's Blog Sunday, June 25, 2017 Profiling Spark Applications: The Easy Way Recently, I thought about some one-click way to profile Spark applications, so it could be easily integrated in any work environment without the need to configure the system. The modern way to report profile statistics about an application (any application, not just Spark or Java application) is generating a single .SVG file called "flame graph". Since this is a regular vector graphic format, the file can be opened in any browser. Moreover, you can navigate between different stack frames by clicking on them, and even search for a symbol name by clicking on "Search" link. This is how sample flame graph looks like: The y-axis shows the stack depth while the x-axis shows time spent in a stack frame. In order to generate flame graphs, there are two mandatory processes usually: Capture stack traces from a running process, and dump them to disk. Parse these sta...
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