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
Hypothesis debugging with vscode

Hypothesis debugging with vscode

Oliver Mannion 0 Feb 09, 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 31, 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-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
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
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
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 x86 old-debug-like program.

An x86 old-debug-like program.

Pablo Niklas 1 Jan 10, 2022
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
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
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
Trace any Python program, anywhere!

lptrace lptrace is strace for Python programs. It lets you see in real-time what functions a Python program is running. It's particularly useful to de

Karim Hamidou 687 Nov 20, 2022
Voltron is an extensible debugger UI toolkit written in Python.

Voltron is an extensible debugger UI toolkit written in Python. It aims to improve the user experience of various debuggers (LLDB, GDB, VDB an

snare 5.9k Dec 30, 2022
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
GEF (GDB Enhanced Features) - a modern experience for GDB with advanced debugging features for exploit developers & reverse engineers ☢

GEF (GDB Enhanced Features) - a modern experience for GDB with advanced debugging features for exploit developers & reverse engineers ☢

hugsy 5.2k Jan 01, 2023
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
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
(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
EDB 以太坊单合约交易调试工具

EDB 以太坊单合约交易调试工具 Idea 在刷题的时候遇到一类JOP(Jump-Oriented-Programming)的题目,fuzz或者调试这类题目缺少简单易用的工具,由此开发了一个简单的调试工具EDB(The Ethereum Debugger),利用debug_traceTransact

16 May 21, 2022
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