Automatic execution time and memory tracker for Python scripts — works with VSCode, terminal, and every Python runner automatically.
Project description
cntimer ⏱
Automatic execution time and memory tracker for Python scripts.
No code changes. No config. Just pip install cntimer — every script you run will automatically show timing and memory at the end, whether you use VSCode, terminal, or any Python runner.
Install
pip install cntimer
That's it. Every Python script you run will show this automatically:
────────────────────────────────────────────────────────────
🕐 Time 1.52 s (cpu: 1.44 s)
📦 Memory 31.2 MB (peak: 62.4 MB)
────────────────────────────────────────────────────────────
How it works
When you pip install cntimer, it places a cntimer.pth file into your Python's site-packages directory. Python automatically reads all .pth files on every startup — which is what makes tracking work with zero code changes.
- ✅ Works with VSCode Run button
- ✅ Works in terminal
- ✅ Works on Windows (x86, x64, ARM64), macOS, Linux
- ✅ No imports needed in your code
Output explained
| Field | Meaning |
|---|---|
| 🕐 Time | Total wall-clock time (how long you waited) |
| cpu | CPU time — excludes sleep, I/O, network wait |
| 📦 Memory | Memory still in use when script finished |
| peak | Highest memory used at any point during execution |
If Time is much bigger than cpu, your script spent time waiting (file I/O, network, sleep).
If they're close, your script is CPU-bound (pure computation).
Manual install (if auto-install failed)
Find your site-packages path:
# Mac / Linux
python3 -c "import site; print(site.getsitepackages()[0])"
# Windows
python -c "import site; print(site.getsitepackages()[0])"
Then copy the file:
macOS
cp cntimer.pth $(python3 -c "import site; print(site.getsitepackages()[0])")/cntimer.pth
Linux
sudo cp cntimer.pth $(python3 -c "import site; print(site.getsitepackages()[0])")/cntimer.pth
Windows 64-bit / ARM64 — run Command Prompt as Administrator
copy cntimer.pth "C:\Program Files\Python3xx\Lib\site-packages\cntimer.pth"
Windows 32-bit — run Command Prompt as Administrator
copy cntimer.pth "C:\Program Files (x86)\Python3xx\Lib\site-packages\cntimer.pth"
Replace
3xxwith your Python version (e.g.312for Python 3.12).
Uninstall
pip uninstall cntimer
Then remove the .pth file:
# Mac / Linux
rm $(python3 -c "import site; print(site.getsitepackages()[0])")/cntimer.pth
# Windows (run as Administrator)
del "C:\Program Files\Python3xx\Lib\site-packages\cntimer.pth"
License
MIT © 2026 tokitahmidtoufa
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