Runtime inspection utilities for Python typing module

Overview

Typing Inspect

Build Status

The typing_inspect module defines experimental API for runtime inspection of types defined in the Python standard typing module. Works with typing version 3.7.4 and later. Example usage:

from typing import Generic, TypeVar, Iterable, Mapping, Union
from typing_inspect import is_generic_type

T = TypeVar('T')

class MyCollection(Generic[T]):
    content: T

assert is_generic_type(Mapping)
assert is_generic_type(Iterable[int])
assert is_generic_type(MyCollection[T])

assert not is_generic_type(int)
assert not is_generic_type(Union[int, T])

Note: The API is still experimental, if you have ideas/suggestions please open an issue on tracker. Currently typing_inspect only supports latest version of typing. This limitation may be lifted if such requests will appear frequently.

Currently provided functions (see functions docstrings for examples of usage):

  • is_generic_type(tp): Test if tp is a generic type. This includes Generic itself, but excludes special typing constructs such as Union, Tuple, Callable, ClassVar.
  • is_callable_type(tp): Test tp is a generic callable type, including subclasses excluding non-generic types and callables.
  • is_tuple_type(tp): Test if tp is a generic tuple type, including subclasses excluding non-generic classes.
  • is_union_type(tp): Test if tp is a union type.
  • is_optional_type(tp): Test if tp is an optional type (either type(None) or a direct union to it such as in Optional[int]). Nesting and TypeVars are not unfolded/inspected in this process.
  • is_literal_type(tp): Test if tp is a literal type.
  • is_final_type(tp): Test if tp is a final type.
  • is_typevar(tp): Test if tp represents a type variable.
  • is_new_type(tp): Test if tp represents a distinct type.
  • is_classvar(tp): Test if tp represents a class variable.
  • get_origin(tp): Get the unsubscripted version of tp. Supports generic types, Union, Callable, and Tuple. Returns None for unsupported types.
  • get_last_origin(tp): Get the last base of (multiply) subscripted type tp. Supports generic types, Union, Callable, and Tuple. Returns None for unsupported types.
  • get_parameters(tp): Return type parameters of a parameterizable type tp as a tuple in lexicographic order. Parameterizable types are generic types, unions, tuple types and callable types.
  • get_args(tp, evaluate=False): Get type arguments of tp with all substitutions performed. For unions, basic simplifications used by Union constructor are performed. If evaluate is False (default), report result as nested tuple, this matches the internal representation of types. If evaluate is True, then all type parameters are applied (this could be time and memory expensive).
  • get_last_args(tp): Get last arguments of (multiply) subscripted type tp. Parameters for Callable are flattened.
  • get_generic_type(obj): Get the generic type of obj if possible, or its runtime class otherwise.
  • get_generic_bases(tp): Get generic base types of tp or empty tuple if not possible.
  • typed_dict_keys(td): Get TypedDict keys and their types, or None if td is not a typed dict.
Owner
Ivan Levkivskyi
Ivan Levkivskyi
Blender addons - A collection of Blender tools I've written for myself over the years.

gret A collection of Blender tools I've written for myself over the years. I use these daily so they should be bug-free, mostly. Feel free to take and

217 Jan 08, 2023
Open source style Deep Dream project

DeepDream ⚠️ If you don't have a gpu with cuda, the style transfer execution time will be much longer Prerequisites Python =3.8.10 How to Install sud

Patrick martins de lima 7 May 17, 2022
PIP VA TASHQI KUTUBXONALAR

39-dars PIP VA TASHQI KUTUBXONALAR KIRISH Avvalgi darsimizda Python bilan birga o'rnatluvchi, standart kutubxona va undagi ba'zi foydali modullar bila

Sayfiddin 3 Nov 25, 2021
Tc-python - A Python script to receive message from a twitch chat

Twitch-Chat 📜 I did a script in Python to receive messages from a twitch chat.

miyucode 2 May 31, 2022
A tool to help you to do the monthly reading requirements

Monthly Reading Requirement Auto ⚙️ A tool to help you do the monthly reading requirements Important ⚠️ Some words can't be translated Links: Synonym

Julian Jauk 2 Oct 31, 2021
Use Fofa、shodan、zoomeye、360quake to collect information(e.g:domain,IP,CMS,OS)同时调用Fofa、shodan、zoomeye、360quake四个网络空间测绘API完成红队信息收集

Cyberspace Map API English/中文 Development fofaAPI Completed zoomeyeAPI shodanAPI regular 360 quakeAPI Completed Difficulty APIs uses different inputs

Xc1Ym 61 Oct 08, 2022
Digitales Raumbuch

Helios Digitales Raumbuch Settings Moved to settings. Basic Commands Setting Up Your Users To create a normal user account, just go to Sign Up and fil

1 Nov 19, 2021
🙌Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.

ML-ProjectKart 📌 Repository This kart showcases the finest collection of all projects based on machine learning, deep learning, computer vision, natu

Prathima Kadari 203 Dec 28, 2022
Script to work around some quirks of the blender obj importer

ObjFix 1.0 (WIP) Script to work around some quirks of the blender obj importer Installation Download this repo In Blender, press "Edit" on the top-bar

Red_3D 4 Nov 20, 2021
This is an online course where you can learn and master the skill of low-level performance analysis and tuning.

Performance Ninja Class This is an online course where you can learn to find and fix low-level performance issues, for example CPU cache misses and br

Denis Bakhvalov 1.2k Dec 30, 2022
Python requirements.txt Guesser

Python-Requirements-Guesser ⚠️ This is alpha quality software. Work in progress Attempt to guess requirements.txt modules versions based on Git histor

Jerome 9 May 24, 2022
En este repositorio realizaré la tarea del laberinto.

Laberinto Perfil de GitHub del autor de este proyecto: @jmedina28 En este repositorio queda resuelta la composición de un laberinto 5x5 con sus muros

Juan Medina 1 Dec 11, 2021
API for SpeechAnalytics integration with FreePBX/Asterisk

freepbx_speechanalytics_api API for SpeechAnalytics integration with FreePBX/Asterisk Скопировать файл settings.py.sample в settings.py и отредактиров

Iqtek, LLC 3 Nov 03, 2022
Automatically unpin old messages so you can always pin more!

PinRotate Automatically unpin old messages so you can always pin more! Installation You will need to install poetry to run this bot locally for develo

3 Sep 18, 2022
Junos PyEZ is a Python library to remotely manage/automate Junos devices.

The repo is under active development. If you take a clone, you are getting the latest, and perhaps not entirely stable code. DOCUMENTATION Official Do

Juniper Networks 623 Dec 10, 2022
Using Python to parse through email logs received through several backup systems.

outlook-automated-backup-control Backup monitoring on a mailbox: In this mailbox there will be backup logs. The identification will based on the follo

Connor 2 Sep 28, 2022
Tesla App Update Differences Extractor

Tesla App Update Differences Extractor Python program that finds the differences between two versions of the Tesla App. When Tesla updates the app a l

Adrian 5 Apr 11, 2022
This is the repo for Uncertainty Quantification 360 Toolkit.

UQ360 The Uncertainty Quantification 360 (UQ360) toolkit is an open-source Python package that provides a diverse set of algorithms to quantify uncert

International Business Machines 207 Dec 30, 2022
My solutions for the 2021's Advent of Code

Advent of Code 2021 My solutions for Advent of Code 2021. This year I am practicing Python 🐍 and also trying to develop my own language, Chocolate 🍫

Jakob Erzar 2 Dec 15, 2021
Advent of Code 2021 challenges

Data analysis Document here the project: AoC21 Description: Project Description Data Source: Type of analysis: Please document the project the better

Daniel Wendel 1 Jan 07, 2022