Python flamegraphs

01_python_flamegraphs.md

Install python-flamegraph into your project:

pip install git+https://github.com/evanhempel/python-flamegraph.git

Record a profile around a bit of code:

import flamegraph
thread = flamegraph.start_profile_thread(fd=open("./profile.log", "w"))

try:
    some_code_to_measure()
finally:
    thread.stop()

Clone the flamegraph SVG generator somewhere:

git clone [email protected]:brendangregg/FlameGraph.git

Generate the SVG:

./flamegraph.pl profile.log > profile.svg

Optionally, checkout the decorator code below

02_flamegraph_decorator.py

import flamegraph
import os
from functools import wraps


def record_flamegraph(f):
    """
    Add to a func to record a flamegraph. Will only keep the graph for most recent time the func was called.
    Assumes that the FlameGraph repo is cloned at ../FlameGraph
    """
    filename = '{}.{}'.format(f.__module__, f.__name__)

    @wraps(f)
    def decorator(*args, **kwargs):
        fd = open('{}.log'.format(filename), 'w')
        profile_thread = flamegraph.start_profile_thread(fd=fd)
        try:
            return f(*args, **kwargs)
        finally:
            profile_thread.stop()
            fd.close()
            os.system('../FlameGraph/flamegraph.pl {0}.log > {0}.svg'.format(filename))
            os.system('rm {}.log'.format(filename))
            # os.system('open {}.svg'.format(filename))

    return decorator

03_python_flamegraph_example.svg