A python tracer

python, tracer
pip install panopticon==0.0.4



License: MIT Code style: black Build Status codecov Alpha

Panopticon is a debugger-powered tracer for Python code to quickly visualize and explore code execution. Traces generated are Catapult compatible — available at `chrome://tracing` if you're using Chrome.

Alpha: I'm still working on adding tests, polishing the api, and cleaning up the code in general. Expect the API to change drastically as it meanders towards v1. It should still be immediately useful as a debugging tool. Please report issues if you come across bugs!

Sample trace with async functions


You can read a more detailed guide with several examples of simple Python programs, different interfaces to visualize them and the corresponding traces at

Run a command directly

python3 -m panopticon -c "print('hello')" -o print_hello.trace

Run a file

python3 -m panopticon -o file.trace 

In code

from panopticon import record_trace

with record_trace("print_hello.trace"):

Probe a specific function

It can be tricky to control how a program is executed: using the probe decorator allows instrumenting a specific function instead.

from panopticon.probe import probe
from panopticon.trace import StreamingTrace

@probe(trace=StreamingTrace(open("probe.trace", "w")))
def myfunction():

Asynchronous Functions

Python supports suspending and continuing execution of a frame through generators, coroutines and asynchronous generators. Panopticon creates "flow" events to connect a single frame executing through time, making it easier to visualize what's actually happening.

You can enable/disable connections for different types of functions by choosing to enable/disable flow events in Catapult (top-right).



  • Reimplement probes to be more robust and avoid capturing all contents
  • Support for probing functions, coroutines, generators and async generators
  • Probes can now write to multiple traces


  • Added basic support for capturing arguments in traces
  • New utility to "flatten" complex or sparse traces for readability
  • Improved naming behavior when self is modified
  • Extremely basic support for async probes


  • Added a simplified record_trace API
  • Added support for @probe to instrument functions and classes


  • Initial version of Panopticon
  • CLI supports running commands and files for tracing