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
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
🍦 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
Graphical Python debugger which lets you easily view the values of all evaluated expressions

birdseye birdseye is a Python debugger which records the values of expressions in a function call and lets you easily view them after the function exi

Alex Hall 1.5k Dec 24, 2022
Tracing instruction in lldb debugger.Just a python-script for lldb.

lldb-trace Tracing instruction in lldb debugger. just a python-script for lldb. How to use it? Break at an address where you want to begin tracing. Im

156 Jan 01, 2023
The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.

LM-Debugger is an open-source interactive tool for inspection and intervention in transformer-based language models. This repository includes the code

Mor Geva 110 Dec 28, 2022
Hypothesis debugging with vscode

Hypothesis debugging with vscode

Oliver Mannion 0 Feb 09, 2022
A package containing a lot of useful utilities for Python developing and debugging.

Vpack A package containing a lot of useful utilities for Python developing and debugging. Features Sigview: press Ctrl+C to print the current stack in

volltin 16 Aug 18, 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
An improbable web debugger through WebSockets

wdb - Web Debugger Description wdb is a full featured web debugger based on a client-server architecture. The wdb server which is responsible of manag

Kozea 1.6k Dec 09, 2022
Sane color handling of osx's accent and highlight color from the commandline

osx-colors Sane command line color customisation for osx, no more fiddling about with defaults, internal apple color constants and rgb color codes Say

Clint Plummer 8 Nov 17, 2022
Dahua Console, access internal debug console and/or other researched functions in Dahua devices.

Dahua Console, access internal debug console and/or other researched functions in Dahua devices.

bashis 156 Dec 28, 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
Hunter is a flexible code tracing toolkit.

Overview docs tests package Hunter is a flexible code tracing toolkit, not for measuring coverage, but for debugging, logging, inspection and other ne

Ionel Cristian Mărieș 705 Dec 08, 2022
A drop-in replacement for Django's runserver.

About A drop in replacement for Django's built-in runserver command. Features include: An extendable interface for handling things such as real-time l

David Cramer 1.3k Dec 15, 2022
Middleware that Prints the number of DB queries to the runserver console.

Django Querycount Inspired by this post by David Szotten, this project gives you a middleware that prints DB query counts in Django's runserver consol

Brad Montgomery 332 Dec 23, 2022
Full-screen console debugger for Python

PuDB: a console-based visual debugger for Python Its goal is to provide all the niceties of modern GUI-based debuggers in a more lightweight and keybo

Andreas Klöckner 2.6k 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
Trace all method entries and exits, the exit also prints the return value, if it is of basic type

Trace all method entries and exits, the exit also prints the return value, if it is of basic type. The apk must have set the android:debuggable="true" flag.

Kurt Nistelberger 7 Aug 10, 2022
Auto-detecting the n+1 queries problem in Python

nplusone nplusone is a library for detecting the n+1 queries problem in Python ORMs, including SQLAlchemy, Peewee, and the Django ORM. The Problem Man

Joshua Carp 837 Dec 29, 2022