Lightweight Python performance & event tracker
Project description
PyTrack -- Efortless Performance Tracking for Python
Track. Analyze. Improve
- PyTrack is a lightweight, type-safe performance tracker built for developers who want deep insights into their code without the hassle.
- Perfect for Discord bots, APIs, data scripts, or any Python project that needs precise execution metrics.
Features
-
Function-level tracking — Measure execution time with a simple decorator
-
Session reports — Automatically summarize tracked function performance
-
Context managers — Profile any code block in a clean, readable way
-
Structured output — Easy-to-parse logs for data visualization
-
Type-safe design — Fully typed with Python 3.10+ annotations
-
Pluggable system — Extend with custom loggers, filters, or exporters
Example
from pytrack_sent import PyTrack
tracker = PyTrack()
my_dict = {}
@tracker.track
def slow_task():
for _ in range(10**7):
my_dict[_] = _
tracker.event("slow_task_completed")
@tracker.track
def slowertask():
for _ in range(4):
slow_task()
slow_task()
slowertask()
tracker.summary()
Output
📊 PyTrack Report: default
- slow_task: 5 calls, avg 1.0056s
- slowertask: 1 calls, avg 3.8714s
Events:
- slow_task_completed: 5 times
Why PyTrack?
Unlike heavy profilers, PyTrack is developer-friendly, portable, and customizable. It’s perfect for measuring performance in scripts, bots, or production-ready apps without slowing them down.
Installation
pip install pytrack-sent
GUI Dashboard (coming soon)
A built-in dashboard for visualizing tracked data in real-time using a simple pytrack dashboard command.
Planned Integrations
-
Discord.py command profiling
-
Matplotlib and Plotly report generation
-
Cloud export support (JSON/CSV)
-
AI code profiling insights (experimental)
Made for developers who care about performance.
Simple. Typed. Transparent. See live performance charts, trends, and insights right from your terminal or browser
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