This is a simple set of utilities which makes it easier to debug Python objects.
Pydebug respects Django's config. It checks if the decorator is running within a Django
project and DEBUG
is set to True
. If it's set to False
, it simply returns the function.
You can install by cloning this repository and running pip install .
within this directory, or
you can install through Pypi, by running pip install python-pydebug
.
Although Pydebug uses Python's standard library, it tried to import Django
to make sure you are not
within a Django project.
Library | Defaults |
---|---|
Cython | - |
IPDB | PDB |
Line-profiler | - |
Line-profiler
requires Cython
to work, if IPDB
is not found, it fallsback to Python's standard PBD
library.
NOTE: At the moment, it is not possible to add rkern/line_profiler
as a requirements due to their install process.
Check their README for installation instructions.
from pydebug import PDBDebugger
@PDBDebugger()
def hello_world(a, b):
x = a + b
return (a, b)
You may tell PDBdebugger
to drop a IPDB
shell only when an error occurs
from pydebug import PDBDebugger
@PDBDebugger(on_error=True)
def hello_world(a, b):
x = a + b
return (a, b)
You may disassemble a Python function by using the Disassembledebug
decorator.
from pydebug import Disassembledebug
@DisassembleDebug()
def hello_world(a, b):
x = a + b
return (a, b)
Profilerdebug
uses Python's default cProfile
library.
from pydebug import ProfilerDebug
@ProfilerDebug()
def hello_world(a, b):
x = a + b
return (a, b)
LineProfilerDebug
requires line-profile
library to work, which also requires Cython
.
from pydebug import LineProfilerDebug
@LineProfilerDebug()
def hello_world(a, b):
x = a + b
return (a, b)
ObjectInfoDebug
prints the arguments which were passed to the function, the performace
counter (in minutes), the
process
time (in minutes) and the returned objects by the function.
from pydebug import ObjectInfoDebug
@ObjectInfoDebug()
def hello_world(a, b):
x = a + b
return (a, b)
- Allow developer to use multiple decorators instead of one decorating the other
- Show better profile metrics
- Plot metrics to an image