Mastering Python High Performance

Chapter 3. Going Visual – GUIs to Help Understand Profiler Output

Although we already covered profiling in the previous chapter, the process we went through was like walking in the dark, or at least, in a place with very little light. We kept looking at numbers. Basically, we kept trying to decrease the number of hits, number of seconds, or other similar numbers. However, it was hard to understand how those numbers related to each other based on the representation we had of them.

We couldn't easily see the big blueprint of our system, based off of that output. If our systems would've been even bigger, seeing that blueprint would've been even harder.

Simply because we're human beings and not computers ourselves, we work better when we have some sort ...