About cprofile_graph

cprofile_graph is used to generate visual graphs for Python profiling.

Installation

• First you need to install Graphviz, use sudo apt-get install graphviz graphviz-dev in Ubuntu or see this link for other platforms.
• Use pip to install cprofile_graph.

pip install cprofile_graph

Usage

• As a context manager:

from cprofile_graph import profile_ctx
with profile_ctx("myprofile.png"):
    foo()

• As a function wrapper:

@profile_decorator
def foo():
    1 + 1

@profile_decorator("myprofile.png")
def foo():
    1 + 1

• As a function:

from cprofile_graph import profile_code
profile_code("foo()", "myprofile.png")

• As a script:

cprofile_graph myscript.py -o myprofile.png
cprofile_graph -c "foo()" -o myprofile.png

Example

This is the kind of output you will get from cprofile_graph, hot colors indicate most used functions:

Requirements

• gprof2dot: Convert cProfile stats into dot files.
• Graphviz: Convert dot files into visual graphs.
• pygraphviz: Call Graphviz from within Python.