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
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
GDB plugin for streaming defmt messages over RTT from e.g. JLinkGDBServer

Defmt RTT plugin from GDB This small plugin runs defmt-print on the RTT stream produced by JLinkGDBServer, so that you can see the defmt logs in the G

Gaute Hope 1 Dec 30, 2021
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
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
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
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
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
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
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
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
Run-time type checker for Python

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

Alex Grönholm 1.1k Jan 05, 2023
pdb++, a drop-in replacement for pdb (the Python debugger)

pdb++, a drop-in replacement for pdb What is it? This module is an extension of the pdb module of the standard library. It is meant to be fully compat

1k Jan 02, 2023
Visual profiler for Python

vprof vprof is a Python package providing rich and interactive visualizations for various Python program characteristics such as running time and memo

Nick Volynets 3.9k Jan 01, 2023
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
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
Cyberbrain: Python debugging, redefined.

Cyberbrain1(电子脑) aims to free programmers from debugging.

laike9m 2.3k Jan 07, 2023
Django package to log request values such as device, IP address, user CPU time, system CPU time, No of queries, SQL time, no of cache calls, missing, setting data cache calls for a particular URL with a basic UI.

django-web-profiler's documentation: Introduction: django-web-profiler is a django profiling tool which logs, stores debug toolbar statistics and also

MicroPyramid 77 Oct 29, 2022
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
A web-based visualization and debugging platform for NuPIC

Cerebro 2 A web-based visualization and debugging platform for NuPIC. Usage Set up cerebro2.server to export your model state. Then, run: cd static py

Numenta 24 Oct 13, 2021
Inject code into running Python processes

pyrasite Tools for injecting arbitrary code into running Python processes. homepage: http://pyrasite.com documentation: http://pyrasite.rtfd.org downl

Luke Macken 2.7k Jan 08, 2023