Run-time type checker for Python

Overview
Build Status Code Coverage https://readthedocs.org/projects/typeguard/badge/?version=latest

This library provides run-time type checking for functions defined with PEP 484 argument (and return) type annotations.

Four principal ways to do type checking are provided, each with its pros and cons:

  1. the check_argument_types() and check_return_type() functions:
    • debugger friendly (except when running with the pydev debugger with the C extension installed)
    • does not work reliably with dynamically defined type hints (e.g. in nested functions)
  2. the @typechecked decorator:
    • automatically type checks yields and sends of returned generators (regular and async)
    • adds an extra frame to the call stack for every call to a decorated function
  3. the stack profiler hook (with TypeChecker('packagename'):) (deprecated):
    • emits warnings instead of raising TypeError
    • requires very few modifications to the code
    • multiple TypeCheckers can be stacked/nested
    • does not work reliably with dynamically defined type hints (e.g. in nested functions)
    • may cause problems with badly behaving debuggers or profilers
    • cannot distinguish between an exception being raised and a None being returned
  4. the import hook (typeguard.importhook.install_import_hook()):
    • automatically annotates classes and functions with @typechecked on import
    • no code changes required in target modules
    • requires imports of modules you need to check to be deferred until after the import hook has been installed
    • may clash with other import hooks

See the documentation for further instructions.

Owner
Alex Grönholm
Alex Grönholm
(OLD REPO) Line-by-line profiling for Python - Current repo ->

line_profiler and kernprof line_profiler is a module for doing line-by-line profiling of functions. kernprof is a convenient script for running either

Robert Kern 3.6k Jan 06, 2023
Sentry is cross-platform application monitoring, with a focus on error reporting.

Users and logs provide clues. Sentry provides answers. What's Sentry? Sentry is a service that helps you monitor and fix crashes in realtime. The serv

Sentry 32.9k Dec 31, 2022
Debugger capable of attaching to and injecting code into python processes.

DISCLAIMER: This is not an official google project, this is just something I wrote while at Google. Pyringe What this is Pyringe is a python debugger

Google 1.6k Dec 15, 2022
Visual Interaction with Code - A portable visual debugger for python

VIC Visual Interaction with Code A simple tool for debugging and interacting with running python code. This tool is designed to make it easy to inspec

Nathan Blank 1 Nov 16, 2021
Trashdbg - TrashDBG the world's worse debugger

The world's worse debugger Over the course of multiple OALABS Twitch streams we

OALabs 21 Jun 17, 2022
Integration of IPython pdb

IPython pdb Use ipdb exports functions to access the IPython debugger, which features tab completion, syntax highlighting, better tracebacks, better i

Godefroid Chapelle 1.7k Jan 07, 2023
NoPdb: Non-interactive Python Debugger

NoPdb: Non-interactive Python Debugger Installation: pip install nopdb Docs: https://nopdb.readthedocs.io/ NoPdb is a programmatic (non-interactive) d

Ondřej Cífka 67 Oct 15, 2022
Debugging manhole for python applications.

Overview docs tests package Manhole is in-process service that will accept unix domain socket connections and present the stacktraces for all threads

Ionel Cristian Mărieș 332 Dec 07, 2022
Sweeter debugging and benchmarking Python programs.

Do you ever use print() or log() to debug your code? If so, ycecream, or y for short, will make printing debug information a lot sweeter. And on top o

42 Dec 12, 2022
A configurable set of panels that display various debug information about the current request/response.

Django Debug Toolbar The Django Debug Toolbar is a configurable set of panels that display various debug information about the current request/respons

Jazzband 7.3k Dec 29, 2022
Monitor Memory usage of Python code

Memory Profiler This is a python module for monitoring memory consumption of a process as well as line-by-line analysis of memory consumption for pyth

Fabian Pedregosa 80 Nov 18, 2022
Full featured multi arch/os debugger built on top of PyQt5 and frida

Full featured multi arch/os debugger built on top of PyQt5 and frida

iGio90 1.1k Dec 26, 2022
Automated bug/error reporting for napari

napari-error-monitor Want to help out napari? Install this plugin! This plugin will automatically send error reports to napari (via sentry.io) wheneve

Talley Lambert 2 Sep 15, 2022
Never use print for debugging again

PySnooper - Never use print for debugging again PySnooper is a poor man's debugger. If you've used Bash, it's like set -x for Python, except it's fanc

Ram Rachum 15.5k Jan 01, 2023
PINCE is a front-end/reverse engineering tool for the GNU Project Debugger (GDB), focused on games.

PINCE is a front-end/reverse engineering tool for the GNU Project Debugger (GDB), focused on games. However, it can be used for any reverse-engi

Korcan Karaokçu 1.5k Jan 01, 2023
Python's missing debug print command and other development tools.

python devtools Python's missing debug print command and other development tools. For more information, see documentation. Install Just pip install de

Samuel Colvin 637 Jan 02, 2023
🍦 Never use print() to debug again.

IceCream -- Never use print() to debug again Do you ever use print() or log() to debug your code? Of course you do. IceCream, or ic for short, makes p

Ansgar Grunseid 6.5k Jan 07, 2023
VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.

VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.

2.8k Jan 08, 2023
A powerful set of Python debugging tools, based on PySnooper

snoop snoop is a powerful set of Python debugging tools. It's primarily meant to be a more featureful and refined version of PySnooper. It also includ

Alex Hall 874 Jan 08, 2023
A configurable set of panels that display various debug information about the current request/response.

Django Debug Toolbar The Django Debug Toolbar is a configurable set of panels that display various debug information about the current request/respons

Jazzband 7.3k Dec 31, 2022