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Top 15 Python Debug Projects
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Definitely not for production, but for debugging (esp. in cases where interactive debugging doesn't work) I've found PySnooper very useful
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PlatformIO together with avr-stub can be used to do source level debugging but there are some caveats.
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Project mention: When you are looking at someone else's code base and you want to make a copy of it to put in a million print statements to understand it, what is good practice in terms of version control and naming the copy? | /r/github | 2023-04-28
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I've been using pidcat in a terminal for years and would recommend it in place of whatever logcat of the day in AS.
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Project mention: ADB-Enhanced: 🔪Swiss-army knife for Android testing and development 🔪 ⛺ | /r/androiddev | 2023-06-02
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I'd look at using pyocd flash which works w/ a lot of hardware : https://pyocd.io/docs/debug_probes.html
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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Project mention: How do you deal with parallelising parts of an ML pipeline especially on Python? | /r/mlops | 2022-08-12
Finally, debugging. If you're running code in sub-processes; debugging becomes a real pain because out of the box, you won't be able to start a debugger in the sub-processes. Furthermore, there's a chance that more than one fails. One solution is to dump the traceback when any sub-process fails, so you can start a debugging sesstion afterward; look at this project for an example.
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ploomber-engine
A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more!
If you need help, you can open an issue on GitHub (https://github.com/ploomber/ploomber-engine) or join our Slack! (https://ploomber.io/community/)
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debugging has significantly improved, it works great for D types https://github.com/Pure-D/dlang-debug
kotlin became very useful for focusing on being able to consume Java code
it allowed them to have a huge presence on android, that's enabler
it profits Zig as well
not everything needs to be ranked #1 in TIOBE index
there is value in being the way it is, it's organic, and no companies get to control its faith
> the C interop is so good, that 1) most libraries provide a 1-1 translation of their C APIs, which ends up being ugly, non-idiomatic D that forces me to think in both C and D when coding;
what do you mean? it's the same, function and data
struct Data {} -
console_debugger
:wrench: :pencil: :desktop_computer: This is a library for Python that outputs information to multiple consoles. By exchanging data through a Unix Socket
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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).
The latest post mention was on 2023-06-02.
Python Debug related posts
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- Trace your Python process line by line with minimal overhead!
- What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus
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A note from our sponsor - Sonar
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Index
What are some of the best open-source Debug projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | PySnooper | 15,901 |
| 2 | PlatformIO | 6,821 |
| 3 | icecream | 6,801 |
| 4 | Pidcat | 4,690 |
| 5 | pudb | 2,681 |
| 6 | ADB Enhanced | 1,029 |
| 7 | pyOCD | 924 |
| 8 | objprint | 359 |
| 9 | hilda | 102 |
| 10 | debuglater | 45 |
| 11 | ploomber-engine | 38 |
| 12 | pout | 28 |
| 13 | dlang-debug | 21 |
| 14 | console_debugger | 7 |
| 15 | py65816 | 3 |
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