Python Instrumentation

Open-source Python projects categorized as Instrumentation
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Topics: Python Tracing Prometheus Metrics Security
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Top 10 Python Instrumentation Projects

  • objection

    📱 objection - runtime mobile exploration

  • client_python

    Prometheus instrumentation library for Python applications

    • Project mention: Show HN: Hatchet – Open-source distributed task queue | news.ycombinator.com | 2024-03-08

    Here you go: https://stackoverflow.com/questions/75652326/celery-spawn-si...

    Plus some adjacent discussion on GitHub: https://github.com/prometheus/client_python/issues/902

    Hope that helps!

  • InfluxDB

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  • prometheus-fastapi-instrumentator

    Instrument your FastAPI with Prometheus metrics.

    • Project mention: Is Prometheus the right tool for my use case here? | /r/PrometheusMonitoring | 2023-09-19

    There's client libraries in most languages that make this possible and are reasonably straight forward. If you're using a particular framework it's quite possible there's a prometheus instrumentor for that framework, e.g fastapi has the prometheus-fastapi-instrumentor. There's also open source frameworks that can help you do this in a variety of languages, my personal favourite is autometrics.

  • secimport

    eBPF Python runtime sandbox with seccomp (Blocks RCE).

    • Project mention: Securing PyTorch Models with eBPF | /r/Python | 2023-07-26

    In this blog, I will present secimport — a toolkit for creating and running sandboxed applications in Python that utilizes eBPF (bpftrace) to secure Python runtimes.

  • ros2_tracing

    Tracing tools for ROS 2. (by ros2)

  • pytheus

    experimenting with a new prometheus client for python

    • Project mention: Ask HN: High quality Python scripts or small libraries to learn from | news.ycombinator.com | 2024-04-19

    I don't know if I can consider my code "Great" but I dedicated way too many months on a prometheus library where I focused on quality since I did it for me.

    It's relatively small and I think the main take away would be the use of Protocols for the pluggable backend system. I hope you get something out of it :)

    https://github.com/Llandy3d/pytheus

  • pyccolo

    Declarative instrumentation for Python.

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  • logos-shift-client

    Replace expensive LLM calls with finetunes automatically

    • Project mention: Show HN: Zero dependency LLM standby, rollouts, no proxy | news.ycombinator.com | 2023-11-21

  • spectrumdevice

    Python library for communicating with digitisers manufactured by Spectrum Instrumentation

  • iamzero-python

    Identity & Access Management simplified and secure for Python scripts and applications.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Instrumentation related posts

  • Show HN: Zero dependency LLM standby, rollouts, no proxy

    1 project | news.ycombinator.com | 21 Nov 2023

  • Show HN: Logos Shift Cloud – automatically finetune and replace expensive LLM

    1 project | news.ycombinator.com | 30 Oct 2023

  • Blind Spots: Automatically detecting ignored program inputs

    2 projects | news.ycombinator.com | 23 Jan 2023

  • Kafka-Python metric reporters

    1 project | /r/apachekafka | 30 Dec 2022

  • apk.sh, make reverse engineering Android apps easier!

    2 projects | /r/hacking | 14 Dec 2022

  • apk.sh, make reverse engineering Android apps easier!

    2 projects | /r/Pentesting | 13 Dec 2022

  • apk.sh, make reverse engineering Android apps easier!

    2 projects | /r/netsecstudents | 13 Dec 2022
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    www.influxdata.com | 10 May 2024
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Index

What are some of the best open-source Instrumentation projects in Python? This list will help you:

Project Stars
1 objection 7,024
2 client_python 3,785
3 prometheus-fastapi-instrumentator 817
4 secimport 157
5 ros2_tracing 130
6 pytheus 87
7 pyccolo 84
8 logos-shift-client 46
9 spectrumdevice 5
10 iamzero-python 4

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