Measuring memory usage in Python: it’s tricky

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com
Python Profiling Performance analysis cpu-profiling memory-management

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  • scalene

    Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

    • For folks looking for a good modern profiling tool for Python codebases: my current favourite is Scalene [0], which allows profiling CPU/GPU and memory usage in a performant way. The author gave a talk about it on last PyCon US [1].

    [0]: https://github.com/plasma-umass/scalene

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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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