Msgspec pypi github Jan 4, 2025 · msgpack 1. as pip and GitHub Action (setup-python) no longer support Python 2. 9 Provides-Extra: tensorizer, fastsafetensors, runai, audio, video Aug 3, 2022 · Download files. By adhering to clean architecture principles and domain-driven design (DDD) patterns, weavearc provides the foundational building blocks needed for scalable, flexible, and easily testable backends. Dec 8, 2024 · Armis Python Library. in or requirements. Download files. encode (content) A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/msgspec/_core. - chatgpt-tg/requirements. Virtual Environment Management: Aug 21, 2024 · Saved searches Use saved searches to filter your results more quickly A Python wrapper for the Discord API. Recently I've migrated it from orjson to msgspec. 14 venv3. md at master · lmmx/page-dewarp Ultra fast "correct" static context-aware parsing SAS code lexer. Optimized Data Serialization: Utilizing msgspec for serialization and deserialization, NexusTrader achieves unmatched efficiency, surpassing tools like orjson, ujson, and json. Please check your connection, disable any ad blockers, or try using a different browser. To install a wheel from PyPI, install the orjson package. In practice, that means it converts unstructured dictionaries into proper classes and back, while validating their contents. Installation. encode (content) Jul 10, 2024 · Msgspec's decision to have the tag field be a property of each struct instead might make this unreasonably difficult. Sep 24, 2024 · 资源摘要信息:"msgspec是一个针对Python语言的高效且用户友好的MessagePack序列化库。MessagePack是一种快速的二进制序列化格式，它旨在将结构化数据序列化成二进制格式，这样可以比JSON等文本格式更快且更小。 Dec 11, 2024 · 资源摘要信息:"msgspec是一个针对Python语言的高效且用户友好的MessagePack序列化库。MessagePack是一种快速的二进制序列化格式，它旨在将结构化数据序列化成二进制格式，这样可以比JSON等文本格式更快且更小。 Jun 21, 2024 · Simply install the package from PyPI OR github and use the command-line interface to create a new Flask project with a predefined folder structure and blueprint setup. It connects using HTTP/2 by default, falling back to HTTP/1. We would like to show you a description here but the site won’t allow us. We could add shims everywhere that's needed to make msgspec PyPy compatible, but that would muddy up the code, increasing our maintenance burden. 5/4/4 Turbo/4o, DALL·E 3, Groq, Gemini 1. Jun 2, 2023 · Luckily all of the cases above match our current coercion rules for the str_values=True option to msgspec. Jan 16, 2025 · Optimized Data Serialization: Utilizing msgspec for serialization and deserialization, NexusTrader achieves unmatched efficiency, surpassing tools like orjson, ujson, and json. A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/setup. json as mjson import numpy as np mjson. py at main · jcrist/msgspec High performace excel writer in python. 8+的协议的快速友好实现。 除了 序列化 /反 序列化 之外，它还支持使用通过Python的定义的模式进行运行时 消息 验证。 from typing import Optional , List import msgspec # Define a schema for a `User` type class User ( msgspec . Python 3 library for page dewarping and thresholding, available on PyPI. Oct 27, 2024 · Really love mesgspec but without python 3. g. frozen is True In a file: frozen. 5 (2019-09-27) update language models (uchardet) add iso8859-2 test but Feb 26, 2021 · Trigger a version bump using the GitHub web UI or the cli: $ gh workflow run The increment: auto option will figure out the most appropriate bump based on commit history. tar. msgspec integration for Flask. Quickstart. post1. License. TOML¶ The TOML protocol requires: Python < 3. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. You signed out in another tab or window. 2. If you're not sure which to choose, learn more about installing packages. 10,<4 In pyproject. gz; Algorithm Hash digest; SHA256: a97997d4c40eab759b3718a5f08ac113b32cda7af3d87cc6f5b05320ee7a4be3: Copy : MD5 Generate Python msgspec. Backported and experimental type hints for Python. 0 Clang version: Could not Sep 18, 2024 · openfigi-client. Sign in Apr 30, 2014 · Flask-Session. 28. Tested on UNIX based OS. decode的快源于两点： Jan 1, 2025 · Hashes for quart_schema-0. 1 when necessary. structs. In Fedora, we try to build this package with Python 3. com. _C with ModuleNotFoundError("No module named 'vllm. . Disclaimer. Mar 25, 2025 · Meta. See the documentation for more information. Support passing parametrized generic struct types to msgspec. toml at main · jcrist/msgspec Jul 23, 2022 · Hi @jcrist, thanks so much for this. io and Replit. update dev-dependencies. Mar 24, 2025 · Hashes for datamodel_code_generator-0. First of all, msgspec looks really impressive, congratulations. You switched accounts on another tab or window. 0 pypi_0 pypi Sign up for free to join this conversation on GitHub. Contribute to python/typing_extensions development by creating an account on GitHub. 0)) Traceback (most recent call las Nov 21, 2024 · Overturo is a lightweight, comprehensive framework that empowers developers to create robust, maintainable applications. All data classes are implemented with msgspec. 11: tomli_w for writing TOML. Yet another python wrapper for osu! api. The library is intended for software developers and is used to work with the RuCaptcha and 2Captcha service API. 🎉 Support for a wide variety of Python types. 10" To build a wheel, see packaging. Polyfactory is a simple and powerful mock data generation library, based around type hints and supporting dataclasses, typed-dicts, pydantic models, msgspec structs and more. msgpack (MessagePack) msgspec. Feb 25, 2021 · msgspec is heavily tied to the CPython c-api for performance. txt format, specify: orjson >= 3. A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/README. 0. Why not [!NOTE] There are also lots of other projects can generate the OpenAPI document or even validate the data. This is an example of serializing, with options specified, and deserializing: Navigation Menu Toggle navigation. preconf. To install from PyPI, optionally using uv (recommended), run: Please check your connection, disable any ad blockers, or try using a different browser. Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors. Packer uses use_bin_type=True by default. Create the OpenAPI spec and document from dataclass, attrs, msgspec, etc. Sign in Nov 9, 2023 · class MsgSpecJSONResponse (JSONResponse): """ JSON response using the high-performance msgspec library to serialize data to JSON. Introduce the msgspec preconf converter <cattrs. 0+cpu Is debug build: False CUDA used to build PyTorch: None ROCM used to build PyTorch: N/A OS: Ubuntu 24. Jun 21, 2024 · Simply install the package from PyPI OR github and use the command-line interface to create a new Flask project with a predefined folder structure and blueprint setup. Support unhashable Annotated metadata in msgspec. Packer. DefSpec. It integrates well with Python's type annotations, providing ergonomic (and performant!) schema validation. Dec 27, 2024 · msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. msgspec also works well with other type-checking tooling like mypy and pyright, providing excellent editor integration. A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/versioneer. Zero provides faster communication (see benchmarks) between the microservices using zeromq under the hood. About OpenFIGI; Installation; API key; Mapping; Filtering; Troubleshooting; About OpenFIGI. Follow the checklist in the PR description. 6 drops official support of Python 2. Installing from GitHub¶. Features:. msgspec. ArchLinux is one -> and our applications did stop working . lock at main · wondergram-org/wonda Description With the following code: import msgspec as ms class Base(ms. Apr 1, 2023 · Polyfactory is a simple and powerful mock data generation library, based around type hints and supporting dataclasses, typed-dicts, pydantic models, msgspec structs and more. Source Distribution Sep 24, 2024 · 然而，msgspec 的 structs 在常见操作中比这些库快 5-60 倍。 轻量级库. The default union handler now properly takes renamed fields into account. Already have an account? Sign in to comment. MsgspecFormatter with the following additions: Exceptions are "pretty printed" using the exception name and message e. Navigation Menu Toggle navigation. However, this package name remained unregistered on PyPI after its original maintainer deleted it, creating a namespace vacuum. 0 pypi_0 pypi msgspec 0. I wanted to see what would work out of the box, good news! Dask does, bad news, distributed doesnt 😞 which means that we can't really use dask properly if we can't get the client working 😄 A light, blazing fast framework for developing capable bots. Installing. 13 its not any longer an option . If you want wish to use a feature that hasn’t been released yet, you may install from the development branch on GitHub using pip: Mar 25, 2025 · cattrs is a Swiss Army knife for (un)structuring and validating data in Python. Feb 17, 2025 · A betfair parser. Tracebacks are supported; Classes (aka types) are support Aug 21, 2024 · Saved searches Use saved searches to filter your results more quickly TeleChat: 🤖️ an AI chat Telegram bot can Web Search Powered by GPT-3. Bytes are encoded in bin type in msgpack. Fix bug preventing decoding dataclasses/attrs types with default values and slots=True, frozen=True . gz; Algorithm Hash digest; SHA256: 54fd1966d6bd1fcde781596cb86068214edeebff1db13a2cea11079e3fd07b6b: Copy : MD5 Moonraker - API Web Server for Klipper. Although msgspec and pydantic have different aims and features, it's definitely fair to say pydantic now has a new benchmark to work towards. Since then, the service runs out of memory pretty quickly. In this benchmark msgspec is ~6x faster than mashumaro, ~10x faster than cattrs, and ~12x faster than pydantic V2, and ~85x faster than pydantic V1. Feb 1, 2019 · "PyPI", "Python Package Index", support Github Actions. 9+ RuCaptcha library with AIO module. ; Zero uses messages for communication and traditional client-server or request-reply pattern is supported. md at main · jcrist/msgspec Mar 24, 2025 · Esmerald is a modern, powerful, flexible, high performant, web framework designed to build not only APIs but also full scalable applications from the smallest to enterprise level. # Summary Between 30 December 2024 and 4 March 2025 Python JSON Logger was vulnerable to RCE through a missing dependency. msgspec integration for Flask This project was inspired by the flask-pydantic package created by bauerji and the Litestar framework, however while the validate decorator appears similar to the one found in flask-pydantic there are many differences. lock at main · mishamsk/sas-lexer Navigation Menu Toggle navigation. txt at main · mxrk314/chatgpt-tg Write better code with AI Security A template for an application utilizing the Spotify API - spotify-api-starter/Pipfile at master · clxrityy/spotify-api-starter. Table of Contents. 0-23ubuntu4) 13. This project was inspired by the flask-pydantic package created by bauerji and the Litestar framework, however while the validate decorator appears similar to the one found in flask-pydantic there are many differences. Download the file for your platform. Virtual Environment Management: Jul 12, 2024 · Zero is a simple and fast Python RPC framework. 5+. 14. Dec 15, 2024 · msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. json. Through use of Python’s type annotations, messages are validated during deserialization in a declarative way. Jul 14, 2022 · I've seen dask breaking between different versions of dask/distributed itself, pandas, msgspec, cloudpickle, and other dependencies,. It assumes str types are valid Package name on PyPI was changed from msgpack-python to msgpack from 0. The Financial Instrument Global Identifier (FIGI) is a universal system for identifying instruments globally and across all asset classes msgspec can serialize/deserialize JSON as fast (and frequently faster) as orjson, while also type checking the message and converting it into nice native python types. type_info . Jan 17, 2025 · msgpack 1. convert, which was a later addition. decode快了近一个数量级。 虽然没有去翻源码去看具体实现，但二进制的世界没有魔法，无非就是在玩时间空间的把戏。msgspec. Maybe that's impetus to re-examine #338 ? Putting this on the union instead (with an Annotated like pydantic, or by some other method, possibly even automatic?) could maybe open the door to allowing unions of TypedDicts GitHub is where people build software. Contribute to djangobrew/djangobrew. "ValueError: bad value passed" Enum classes now return all values as a list. To reproduce, I did: [msgspec (main)]$ uv venv --python=python3. msgspec 适用于各种需要高性能数据序列化和验证的场景： Sep 18, 2024 · openfigi-client. I searched the LangChain documentation with the integrated search. Install and update using pip: Skip to content. I used the GitHub search to find a similar question and didn't find it. 5 API using Python on Zeabur, fly. Take a look at the "examples" folder for typical use cases. Table of contents. md at master · lmmx/page-dewarp Contribute to pcvpswindows1401/chat_mmd2 development by creating an account on GitHub. A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/msgspec/yaml. Depending on your platform, the base install of msgspec may not support TOML or YAML without additional dependencies. """ def render (self, content: Any) -> bytes: assert msgspec is not None, "msgspec must be installed to use MsgSpecJSONResponse" return msgspec. Struct): Skip to content. Contribute to Zncl2222/pyfastexcel development by creating an account on GitHub. A Python wrapper for the Discord API. __struct_config__. 9+ and NumPy, SciPy, SymPy, Matplotlib, OpenCV, and msgspec are required to run page-dewarp. 14 [msgspec (main To install a wheel from PyPI, install the orjson package. License: Apache Software License (Apache License) Author: vLLM Team Requires: Python >=3. Navigation Menu Toggle navigation Per my benchmarks msgspec is generally as fast or faster than any other JSON library in Python. 13 compatibility. Struct classes from the Schema. Large lists of floats are the main exception where orjson sneaks out ahead, but it's only a 5% difference. Flask-Session is an extension for Flask that adds support for server-side sessions to your application. 2. org vocabulary - msgspec-schemaorg/README. Encoding¶ Sep 3, 2024 · Description Hi, Would there be any interest in adding support for numpy datatypes? Currently, attempting to encode these fails: import msgspec. - wonda/uv. Navigation Menu Toggle navigation TeleChat: 🤖️ an AI chat Telegram bot can Web Search Powered by GPT-3. Document image dewarping library using a cubic sheet model. Reload to refresh your session. fields . The default union handler now also handles dataclasses. 0 ORM, Redis cache connectivity, and more. Chimera ports collection. Help. Struct, frozen=True): class Child(Base): assert Child. py And the following command: python -m mypy . py at main · jcrist/msgspec Feb 27, 2025 · Litestar is a powerful, flexible yet opinionated ASGI framework, focused on building APIs, and offers high-performance data validation and parsing, dependency injection, first-class ORM integration, authorization primitives, and much more that's needed to get applications up and running. Contribute to chimera-linux/cports development by creating an account on GitHub. _C'") PyTorch version: 2. load多了一点，但收益巨大：同样的硬件条件，使用msgspec. 1. Reading TOML is done using the standard library’s tomllib and requires no additional In this benchmark msgspec is ~6x faster than mashumaro, ~10x faster than cattrs, and ~12x faster than pydantic V2, and ~85x faster than pydantic V1. It features: 🚀 High performance encoders/decoders for common protocols. msgspec is designed to be as performant as possible, while retaining some of the nicities of validation libraries like pydantic. For encoding, it's pretty much always the fastest option. encode(np. Nov 5, 2023 · Hashes for lru-dict-1. msgspec is flexible. Virtual Environment Management: MsgSpec encoder support via . armis - A Python library for interacting with the Armis cloud. Publish a new release using the GitHub web UI. (#426 #477) Add support for PEP 695 type aliases. Moonraker is a Python 3 based web server that exposes APIs with which client applications may use to interact with the 3D printing firmware Klipper. FastAPI 最佳架构是使用 FastAPI Nov 9, 2023 · class MsgSpecJSONResponse (JSONResponse): """ JSON response using the high-performance msgspec library to serialize data to JSON. Python3 library for RuCaptcha and 2Captcha service API. /froze A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/pyproject. json . json. It natively supports a wide range of Python builtin types. Validate str constraints on dict keys when decoding msgpack . 0a3. toml format, specify: orjson = "^3. 0 as well as the current main branch. msgpack-numpy maintains compatibility with python versions 2. In requirements. Simplify the complex and build with confidence across any architecture. Python wrapper for the OpenFIGI API v3. The JSON and MessagePack implementations regularly benchmark as the fastest options for Python. Encoding¶ msgpack 1. Mar 1, 2024 · Checked other resources I added a very descriptive title to this issue. Mar 7, 2025 · Python 3. yaml . Jan 6, 2024 · circleapi. May 25, 2022 · 代码量看起来是比以前一把梭哈json. Jul 16, 2024 · WARNING 08-27 20:38:35 _custom_ops. Define your message schemas using standard Python type annotations. Python >= 3. Each supports a consistent interface, making it simple to switch between protocols as needed. from_builtins. Aug 21, 2023 · You however are using msgspec. Struct for maximum performance. Unpacker. The documentation is made with Material for MkDocs and is hosted by GitHub Pages. PyPy does support a subset of the CPython c-api, but it does so in a way that is not very performant, and isn't 100% compatible. Mar 23, 2025 · Описание на русском. Source Distribution msgspec supports multiple serialization protocols, accessed through separate submodules: msgspec. py at main · jcrist/msgspec Jan 8, 2025 · An opinionated fork of fastapi-cache library that uses msgspec for json encoding/decoding where possible Skip to main content Switch to mobile version Warning Some features may not work without JavaScript. Oct 22, 2024 · Download files. Jun 8, 2022 · The latest source code can be obtained from GitHub. 13 . 5. 7. Saved searches Use saved searches to filter your results more quickly Jan 5, 2023 · A fast and friendly JSON/MessagePack library, with optional schema validation Polyfactory is a simple and powerful mock data generation library, based around type hints and supporting dataclasses, typed-dicts, pydantic models, msgspec structs and more. >>> from typing import Optional, Set >>> import msgspec >>> class User(msgspec. circleapi was made with my needs in mind (token management, massive concurrency, easy logging, async support), unless you know what you're doing I would highly recommend using another wrapper (aiosu, ossapi) FastAPI Best Architecture is an enterprise-grade backend architecture solution built with FastAPI. gz; Algorithm Hash digest; SHA256: 20e8b817d301d2d0bb15f436e81c97b25ad1c2ef922c99249c2444141ae15a6a: Copy cattrs is a Swiss Army knife for (un)structuring and validating data in Python. Mar 10, 2025 · The Python JSON Logger’s pyproject. gz; Algorithm Hash digest; SHA256: 54fd1966d6bd1fcde781596cb86068214edeebff1db13a2cea11079e3fd07b6b: Copy : MD5 GitHub community articles , available on PyPI. Source Distribution Moonraker - API Web Server for Klipper. convert will still make use of a dec_hook if defined, but if not will fallback to the isinstance checks provided above (since a custom object like Foo may be provided directly to msgspec. msgspec is friendly. Unpacker uses raw=False by default. boosty is distributed under the terms of the MIT license. I think what I'd want to do here is: Rename the from_builtins option from str_values=True to coerce=True (or maybe strict=False? not sure on a good name, thoughts welcome here) Saved searches Use saved searches to filter your results more quickly Hashes for telegrinder-0. GitHub is where people build software. UTF-8 is used always. msgspec. Jun 2, 2022 · Hello, I've got a service written in Python that reads data from ElasticSearch frequently 24/7. py:17] Failed to import from vllm. - sas-lexer/uv. msgspec>. 0)) Traceback (most recent call las Document image dewarping library using a cubic sheet model - page-dewarp/README. For supported types, encoding/decoding a message with msgspec can be ~10-80x faster than alternative libraries. 5 Pro/Flash and the official Claude2. 19. toml . convert as input). Python 3. md at main · mikewolfd/msgspec-schemaorg Dec 17, 2023 · circleapi. gz; Algorithm Hash digest; SHA256: 20e8b817d301d2d0bb15f436e81c97b25ad1c2ef922c99249c2444141ae15a6a: Copy GitHub is where people build software. Jun 12, 2023 · msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. It features: 🚀 High performance encoders/decoders for common protocols. This plot shows the performance benefit of performing type validation during message decoding (as done by msgspec) rather than as a secondary step with a third-party library like cattrs or pydantic V1. msgspec 是一个轻量级的库，没有依赖项，这意味着你可以轻松地将其集成到你的项目中，而不会增加额外的负担。 项目及技术应用场景. Website for https://djangobrew. Ultra-fast json serialization and deserialization using msgspec Example Applications starlite-pg-redis-docker : In addition to Starlite, this demonstrates a pattern of application modularity, SQLAlchemy 2. float64(1. inspect. toml configuration file included an optional development dependency called msgspec-python313-pre designed for Python 3. msgspec-click is distributed under the terms of "Python Package Index", Jan 19, 2025 · OpenAPI spec generation and web page rendering. Only JSON is supported for now, with other formats supported by msgspec to come later. The encoding option is removed. Sign in Product Sep 3, 2024 · Description Hi, Would there be any interest in adding support for numpy datatypes? Currently, attempting to encode these fails: import msgspec. Installation; License; Usage; Installation pip install boosty License. com development by creating an account on GitHub. In many cases this isinstance check is sufficient! Description Hello. Install tox to support testing across multiple python versions in your development environment. Source Distribution Jun 8, 2022 · The latest source code can be obtained from GitHub. We see test errors, on 0. 3. distros with rolling releases started to switch to Python 3. 1/3/3. 7 and 3. circleapi was made with my needs in mind (token management, massive concurrency, easy logging, async support), unless you know what you're doing I would highly recommend using another wrapper (aiosu, ossapi) Polyfactory is a simple and powerful mock data generation library, based around type hints and supporting dataclasses, typed-dicts, pydantic models, msgspec structs and more. msgspec is a fast serialization and validation library for Python, supporting JSON, MessagePack, YAML, and TOML. Feb 13, 2025 · page-dewarp. 4. c at main · jcrist/msgspec Apr 25, 2024 · msgspec msgspec是适用于Python 3. 7, as pip and GitHub Action (setup-python) no longer support Python 2. gz; Algorithm Hash digest; SHA256: 5edcd18adb223c9d0f234688238882884fb09a4ee52fb29b50928821adbb7064: Copy : MD5 Aug 26, 2023 · flask-msgspec. Mar 1, 2024 · You signed in with another tab or window. armis is a Python client library for interacting with the Armis cloud. 11: tomli and tomli_w for reading and writing TOML. 04 LTS (x86_64) GCC version: (Ubuntu 13. 21. The Financial Instrument Global Identifier (FIGI) is a universal system for identifying instruments globally and across all asset classes Per my benchmarks msgspec is generally as fast or faster than any other JSON library in Python. dgw iwnsy fhb ytbxoh utx mxlpa wkxmmb fsgyghk vvhpw glua ioddr cmvqamo allqb hzkfesdvh coisdu