Find a performance bottleneck in Python code

This page summarizes the projects mentioned and recommended in the original post on /r/pythontips

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  • python-benchmark-harness

    A micro/macro benchmark framework for the Python programming language that helps with optimizing your software.

  • If you are looking for a way to troubleshoot a piece of Python code that is eating a lot of CPU or the code is just terribly slow. Try profiling your code and generate a flame graph check out my GitHub repository for more information on how to do that. (https://github.com/JoeyHendricks/QuickPotato)

  • line_profiler

    Line-by-line profiling for Python (by pyutils)

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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