-
Msgspec Pypi, Compared to geojson (another Install msgspec with Anaconda. 13发布后，许 Out-of-the-box, confspec also supports parsing application configuration into Pydantic models, or Msgspec Structs. msgspec currently doesn't support 32-bit Python windows builds. msgspec also works well The piwheels project page for msgspec: A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. 18. Supporting older versions of Python requires some effort on our part to maintain compatibility. It outlook_msg outlook_msg is a Python library by Hamilton Group to process the . Error: Collecting msgspec Using cached msgspec-0. Pydantic: The Case for msgspec While Pydantic is a powerful and popular fsspec: Filesystem interfaces for Python Filesystem Spec (fsspec) is a project to provide a unified pythonic interface to local, remote and embedded file systems and bytes storage. 2. toml configuration file included an optional development dependency called msgspec-python313-pre Supply chain risk analysis for msgspec. Support for additional protocols may be added by combining a serialization library with Install msgspec-toml with Anaconda. Currently supports the OpenAPI Specification (f. Result mapping -- map rows to Pydantic, msgspec, attrs, or dataclass models, or export to Arrow tables for pandas and Polars Storage layer -- read and write Arrow tables to local files, fsspec, Description So I'm trying to switch over to 3. It's like JSON, but very fast and small. Features fastapi-msgspec-openapi FastAPI plugin for automatic OpenAPI schema generation from msgspec structs. As I often have to create large amounts of JSON responses, I came across msgspec while refactoring to improve the Build System Overview The msgspec build system uses modern Python packaging standards while accommodating the complexities of distributing a C extension library across multiple The input (s) to your programs however cannot be checked statically, as they aren’t known until runtime. py at main · jcrist/msgspec devel/py-msgspec: Add py-msgspec 0. 6-1-cp312-cp312-android_24_x86. For the greatest benefit though, we recommend using msgspec to handle the full serialization & validation workflow: msgspec 项目常见问题解决方案 1. dev/ python api rest swagger openapi asyncio asgi redoc pydantic rapidoc starlite msgspec litestar litestar-api litestar Features ⚡ Fastest: 4x faster than msgspec (C), 31x faster than msgspec-ext, 523x faster than Pydantic 🎯 24+ Validators: Email, URL, UUID, IPv4, dates, numbers, strings 🔋 Zero Python 📌 Overview Open Spec Correct is a Python package designed to analyze user-provided textual descriptions of APIs and generate structured corrections for OpenAPI specifications. If you need maximum performance for JSON serialization, MsgSpec is an Supported Types Relevant source files This page documents the Python data types that are supported by msgspec for serialization (encoding) and deserialization (decoding). msgspec also works well with other type-checking tooling like msgspec is a Python library designed for high-performance serialization and validation, which makes it a powerful partner for FastAPI. msgspec 是一个快速且友好的 Python 序列化库，支持 JSON 和 MessagePack 格式。 它与 Python 的类型注解紧密集成，提供了高效的序列化和反序列化功能。 msgspec 不仅支持多种 Purpose and Scope msgspec provides serialization, deserialization, and validation of structured data. Structs are designed for performance. Fork of django-pydantic-field. org/mingw/ucrt64/mingw-w64-ucrt-x86_64-python-msgspec-0. 13dist (msgspec) architectures: aarch64 armv6hl armv7hl x86_64 python3. Struct ¶ A base class for defining efficient serializable objects. 5x faster than pysimdjson, and ~5x faster than the stdlib json! Msgspec achieves this performance by doing less work - it's only Overview msgspec is a high-performance serialization and validation library for Python. The library operates through a layered This is a library for generating Click options from msgspec types (see example). 13 (beta1). Most combinations of the following types are supported (with a few restrictions): Builtin Types None bool One can generate a json schema from a msgspec. py will dynamically build an pyrosenv Set an environment for easy work with ROS in python without setting things up Installation pip install pyrosenv Usage For easy working with ROS in Python 3 in your IDE (Pycharm, Msgspec Integration # This recipe illustrates how the popular msgspec data serialization and validation library can be used with Falcon. It features: 🚀 High performance encoders/decoders for common Why Use msgspec. For the greatest benefit though, we recommend using msgspec to handle the full serialization & validation workflow: msgspec-settings is a lightweight library for loading application settings from environment variables and Docker secrets with automatic type validation using msgspec. pkg. A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. This library began as a fork of Spectree, but as Aggregate 9 - msgspec structs This example shows how to use msgspec structs to define immutable aggregate and event classes. 9 and aws uses linux you should follow the below steps: Download the msgspec. e. Requests are serialized using the MessagePack protocol, as implemented by msgspec. We cover installation options, system integration patterns, packaging considerations, 项目描述 msgspec 是一个 快速 的序列化和验证库，内置对 JSON 、 MessagePack 、 YAML 和 TOML 的支持。 它具有以下特性 🚀 高性能编码/解码器，适用于常见协议。 JSON A community-driven fork of msgspec: fast serialization and validation library with builtin support for JSON, MessagePack, YAML, and TOML. msg files that Users can export from Outlook. $ sudo pip install swaggerpy Or install from source using the setup. Supporting multiple data formats including JSON, MessagePack, YAML, and TOML, it provides zero-cost type Overview msgspec is a high-performance serialization and validation library for Python. With_Mirrors Without_Mirrors 30d 60d 90d 120d all Daily Download Quantity of msgspec package - Overall Date Downloads 17. 6-1 A professional guide to effectively using msgspec for data validation and serialization in modern Python applications. 6-1-cp312-cp312-android_24_arm64_v8a. asdict and msgspec. Struct? msgspec. 4 or earlier, do pip uninstall Build and document REST APIs with Flask and apispec flask api toolset flask-api-spec flask API toolset pip install flask-api-spec started with a simple idea Let's write validation codes for requests write validation and serialization codes for This page provides an introduction to msgspec, a high-performance serialization and validation library for Python. python3-msgspec latest versions: 0. But it's faster and smaller. - 0. Upload Then make sure to use a PyPI uploader that supports this. dump() is an alias for pack() msgpack. whl msgspec-0. Is there a way to use msgspec for (de-)serialization in this example without having to closely bind the data Packages built in Pyodide # This is the list of Python packages included with the current version of Pyodide. msys2. The module does not For this benchmark, msgspec is ~2. litestar-org / litestar-msgspec Public forked from jcrist/msgspec Fork Security Insights Code Actions Projects Security Usage Install the latest release from PyPI. msg files The python package extract_msg automates the extraction This document explains the package configuration for msgspec, covering the metadata, dependencies, and file inclusion rules that define how the package is structured and distributed. 13dist (msgspec) latest versions: 0. It integrates well with Python's type annotations, providing The piwheels project page for fastapi-msgspec: FastAPI msgspec integration Flask Pydantic Spec A library to make it easy to add OpenAPI documentation to your Flask app, and validate the requests using Pydantic. When upgrading from msgpack-0. Small integers are FastAPI plugin for automatic OpenAPI schema generation from msgspec structs - 0. 4. msgspec is designed to be as performant as possible, while retaining some of the nicities of validation libraries like pydantic. This 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. 6 python3-msgspec architectures: aarch64 amd64 arm64 armv6hl armv7hl x86_64 python3-msgspec linux packages: deb rpm evmspec A collection of msgspec. The goal is to publish wheels to PyPI as msgspec-m for easier installation. Overview FastAPI's default Pydantic serialization can Unfortunately it's not possible to compare msgspec and pydantic-core while validating a python object since msgspec obviously only supports JSON and msgpack as inputs. Repeatedly calling the same function in a tight loop will lead to the instruction cache staying hot and branches being highly predictable. Inspired by pydantic_schemaorg. It features: 🚀 High performance encoders/decoders for common A professional guide to effectively using msgspec for data validation and serialization in modern Python applications. litestar. schema. How to properly configure msgspec so it will automatically select the correct types (structs)? I can't change the JSON input as it it Update from the SearXNG maintainers (20241229): if you have issues with the upgrade of the CPython (Python 3. 13的发布，众多依赖msgspec这一高性能序列化库的项目都面临着版本兼容性问题。本文将从技术角度解析msgspec对Python 3. Add msgspec. Struct. I recommend using Subclasses of frozen Structs causing mypy error: Cannot inherit non-frozen dataclass from a frozen one #657 About Light, flexible and extensible ASGI framework | Built to scale docs. 0 pip install mersal-msgspec Copy PIP instructions Latest version Released: Mar 18, 2025 JSON-encode a Python object using msgspec To JSON-encode a Python object using msgspec, you use the msgspec. Field types and names are stored msgspec-0. info ( {"is_this_message_dict": True}) TYPE: dict [str, Any] Changed in 4. TOML ¶ The TOML protocol requires: Python < Optional Dependencies ¶ Depending on your platform, the base install of msgspec may not support TOML or YAML without additional dependencies. I've added a msgspec converter in the next version so now we optionally depend on msgspec, which means I can't test on 3. gz (208 kB) Python data model generator (Pydantic, dataclasses, TypedDict, msgspec) from OpenAPI, JSON Schema, GraphQL, and raw data (JSON/YAML/CSV). It can A Settings library using msgspec as a backend for validation and serialization. 21. env, environment, CLI, Typed, multi-source configuration loading on top of msgspec. msgspec-x is a community-driven fork of the original msgspec library by Jim Crist-Harif. 🔗 msgspec is a library that provides the following features for serialization and validation of JSON, MessagePack, YAML, and TOML data: * High performance encoders/decoders for common protocols. msgspec-x may be used for serialization alone, as a faster JSON or MessagePack library. We cover installation options, Howdy! I'm trying to test cattrs on Python 3. Installation pip install msgspec-click Documentation The documentation is made with Material for fastapi-msgspec-openapi FastAPI plugin for automatic OpenAPI schema generation from msgspec structs. 13的支持情况，并为开发者提供迁移建议。 ## 背景与挑战 文章浏览阅读612次，点赞4次，收藏4次。msgspec 开源项目快速入门指南msgspec 是一个高速的序列化与验证库，内建对 JSON、MessagePack、YAML 和 TOML 的支持。本指南将引 msgspec-python313-pre has been deleted from pypi. This article explores the limitations of msgspec in genmsg Python API ¶ Classes ¶ class genmsg. As you're using Python 3. Upon submission, your changes will be run on msgspec-x may be used for serialization alone, as a faster JSON or MessagePack library. Includes practical code msgspec is designed to be as performant as possible, while retaining some of the nicities of validation libraries like pydantic. replace function for creating a copy of an existing Struct with some changes applied (PR #262). They compile a fast, static representation of your data schema at This shows that the readable msgspec implementation above is 1. FastAPI는 0. I was wondering what exactly is the reason behind this popularity of pydantic. 1. 13 until you File-system specification To annotate JSON schema properties in Python using msgspec, you use msgspec. - msgspec is a library that provides the following features for serialization and validation of JSON, MessagePack, YAML, and TOML data: * High performance encoders/decoders for common Msgspec作为Python生态中高性能的数据序列化库，近期正式发布了0. g logger. The A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - jcrist/msgspec A lightweight configuration management library for Python applications with multiple sources, type validation, and automatic merging msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. 1 Gentoo 0. Learn While msgspec is a performance-oriented alternative to Pydantic, it comes with trade-offs. Where does one put that schema so that FastAPI uses it as the schema for the endpoint's response msgspec may be used for serialization alone, as a faster JSON or MessagePack library. For Pydantic models, pypackd auto-detects the model's dictionary that was logged instead of a message. Struct using msgspec. It features: - High msgspec： Python 高性能序列化与验证库完全指南 什么是 msgspec？ msgspec 是一个专为 Python 设计的高性能序列化与数据验证库，它原生支持 JSON 、MessagePack、YAML 和 API Docs ¶ Structs ¶ class msgspec. msgspec vs. MessagePack is an extremely efficient object serialization library. but fast and small. py script. Features A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. msgspec 可以作为单独的序列化使用，作为一个更快的JSON或MessagePack库。 不过，为了获得最大的好处，我们建议使用 msgspec 来处理完整的序列化及验证工作流。 使用标准 msgspec-schemaorg Generate Python msgspec. Integration and Deployment Relevant source files This page provides guidance on how to integrate msgspec into your projects and deploy it effectively. 0: log_record renamed to log_data I'm trying to utilize msgspec to encode and decode numpy data into json serialized objects. 2 - a Python package on PyPI msg-explorer Allows for the graphical browsing of Outlook Message Files and their data. json. 4 or earlier, do pip uninstall HTTP protocol support SQLite response queue Comprehensive msgspec models for MCP schema Built-in validation and documentation Installation Install from PyPI: pip install mcp-utils-msgspec For 随着Python 3. field to provide metadata and constraints for a struct field. Enables Swagger UI documentation and TypeScript type generation. #845 Open rakksaxo opened on May 7, 2025 Both options require me to hard-code the serialization into my data classes. Includes practical code msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. structs. 6-1 msgspec 开源项目快速入门指南 msgspec 开源项目快速入门指南msgspec 是一个高速的序列化与验证库，内建对 JSON、MessagePack、YAML 和 TOML 的支持。本指南将引导您了解 目录 使用 msgspec 实现更快、更高效内存的 Python JSON 解析 如果你需要在 Python 中处理大型 JSON 文件，你可能希望： 确保不会使用过多内存，以免在处理过程中崩溃。 尽可能快 High-performance settings management and validation library extending msgspec 文章浏览阅读793次，点赞3次，收藏3次。`msgspec` 是一个高性能的序列化和验证库，专为 Python 开发者设计。它支持多种常见的数据格式，包括 JSON、MessagePack、YAML 和 msgpack 0. 2M subscribers in the Python community. Brief Overview extract-msg ist eine Open-Source-Python-Bibliothek zum Extrahieren von E-Mails und Anhängen aus MSG-Dateien von Microsoft Outlook. 13dist (msgspec) linux packages: rpm Question I ran into an issue when taking the JSON Schema that's generated from a msgspec. Media handlers # msgspec can be used for JSON serialization by Going with msgspec, unless you keep around a non-msgspec fallback path will break existing pypy or graalpy compatibility (All of your current requirements and hikari itself appear to be It's like JSON. loadPackage() or micropip. Struct classes from the Schema. msgspec-0. - msgpack/msgpack Msgspec Serialization msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. 14. org/mingw/mingw64/mingw-w64-x86_64-python-msgspec-0. Installation # Install with pip pip install Hello, I mainly create machine learning APIs using FastAPI. env, environment, CLI, Django JSONField with msgspec structs as a Schema. drf-msgspec-json-renderer 0. tar. MessagePack is an efficient binary serialization format. Struct definitions for use with the Ethereum Virtual Machine Why msgspec? Inspired by snek3, I took the structs and extended them with some extra 📋 File: https://mirror. Like with Pydantic, the main advantage of using msgspec here is that The package name on PyPI was changed from msgpack-python to msgpack in 0. msgspec-config is for applications that need: one typed model for configuration shape multiple config inputs (files, . It lets you exchange data among multiple languages like JSON. Fields may optionally have default values, which result in The Python JSON Logger’s pyproject. For the greatest benefit though, we recommend using msgspec-x to handle the full serialization & validation GitHub is where people build software. 0 pip install drf-msgspec-json-renderer Copy PIP instructions Latest version Released: Dec 28, 2022 The input (s) to your programs however cannot be checked statically, as they aren’t known until runtime. Unfortunately it's not possible to compare msgspec and pydantic-core while validating a python object since msgspec obviously only supports JSON and msgpack as inputs. MSG Extractor – Open-Source-Python-API zum Lesen und Analysieren von Outlook-MSG-Dateien. It features: 🚀 High msgspec on GitHub msgspec on PyPI msgspec on Conda Forge 2. 📣 💼 Maintainer update: Open to opportunities. When can we expect the new version to be released on PyPi? 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 msgspecとは msgspec とは Python で高速かつ型安全にデータのシリアライズ／デシリアライズとバリデーションを行えるライブラリです。 Contribute to iurii-skorniakov/fastapi-msgspec development by creating an account on GitHub. 1-1 External: Anitya python-msgspec Arch Linux 0. 1 - a Python package on PyPI The piwheels project page for msgspec: A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. /setup. A simple, cross-platform, pure Python module for JavaScript-like message boxes. 9 and linux x86_64) from pypi. 5 The package name on PyPI was changed from msgpack-python to msgpack in 0. msg files. As such, msgspec does perform type validation when decoding messages (provided an expected Example for class-based controllers Data Parsing, Type Hints, and Msgspec Litestar is rigorously typed, and it enforces typing. I've found lots of good resources on encoding the data and gotten my encoder to work no Converters ¶ msgspec provides builtin support for several common protocols (json, msgpack, yaml, and toml). starlette-msgspec A FastAPI-like router for Starlette with msgspec integration for automatic request validation and OpenAPI documentation. Struct and passing it to OpenAI's function_call APIs, which takes a json schema as an input Optional Dependencies --------------------- Depending on your platform, the base install of ``msgspec`` may not support TOML_ or YAML_ without additional dependencies. Ravyn Features MsgSpec MsgSpec is a fast serialization and validation library that integrates seamlessly with Ravyn. 13的支持。这一更新解决了社区用户在升级Python版本时遇到的兼容性问题。 在Python 3. Through use of Python’s type annotations, messages are validated during deserialization in a declarative way. While normally intended as a development tool, it is fine to use as a normal user. MsgSpec(types, names, constants, text, full_name, package='', short_name='') [source] ¶ Container class for storing loaded msg description files. That’s not representative of real 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. Pydantic 2 · msgspec · attrs — 검증과 직렬화 Pydantic 2 (2023)는 코어를 Rust (`pydantic-core`)로 재작성하면서 Pydantic 1 대비 5~50배 빨라졌습니다. We are talking about a super fast data modeling and validation framework called msgspec. install(). org. It would be good to have a pypy compatible build, whether through changes mersal-msgspec 0. packb(o, **kwargs) [source] Pack object o Supported Types ¶ msgspec uses Python type annotations to describe the expected types. Why Use This? msgspec is one of the fastest Python serialization libraries, but FastAPI doesn't natively generate OpenAPI schemas for msgspec structs. encode() function. As such, msgspec does perform type validation when decoding messages (provided an expected msgspec is friendly. For supported types, encoding/decoding a message with For the greatest benefit though, we recommend using msgspec to handle the full serialization & validation workflow: Define your message schemas using standard Python type annotations. responses import msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. A pluggable API specification generator. 0 - a package on PyPI Open Source Python Library for Outlook ® MSG Files Free Python API enables Software Developers to Read & parse Microsoft ® Outlook MSG Fiels (Emails & attachments) via Python. Learn more about package security, deployment risks, vulnerabilities, popularity, versions, and more with ReversingLabs. 1 PyPI 0. Some of the types in here might even be better for general purpose use than Python's native classes. Die Bibliothek ermöglicht den Zugriff auf gelesene und extrahierte E-Mail-Nachrichten aus MSG-Dateien. It features: 🚀 High performance encoders/decoders for common ⚠️ Community Fork Notice This repository is a community-maintained fork of jcrist/msgspec. org vocabulary for high-performance data validation and serialization. """An example key-value store server and client implementation using msgspec and asyncio. msg file client library for Python. Superior Performance Benchmarks msgspec's decoding is significantly faster than A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - msgspec/setup. This plugin bridges that gap. If you’d like to help Translations between Protobuf and ROS message definitions proto_ros This project provides utilities for the translation between Protocol Buffers message definitions (proto files) and None yet Development Code with agent mode Support CPython 3. This project was created to address the challenge of slow upstream maintenance and to provide a platform for Add msgspec. For example, if you Download msgspec for free. 6 msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. For the greatest benefit though, we recommend using msgspec-x to handle the full serialization & validation 1. 3. The module allows you to easy create/read/parse/convert Outlook . It covers the library's purpose, core features, architecture, and typical use cases. Provides dual namespace architecture - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. Project description flask-msgspec msgspec integration for Flask This project was inspired by the flask-pydantic package created by bauerji and the Litestar framework, however while Project description fastapi-msgspec msgspec integration for FastAPI Installation pip install fastapi-msgspec Usage from fastapi import FastAPI from fastapi_msgspec. 100부터 API reference msgpack. Note Benchmarks are hard. 6-1-cp312-cp312-android_24_armeabi_v7a. Features Supports the OpenAPI Specification (versions 2 and 3) Documentation flask-msgspec msgspec integration for Flask This project was inspired by the flask-pydantic package created by bauerji and the Litestar framework, however while the validate msgspec may be used for serialization alone, as a faster JSON or MessagePack library. msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, While Pydantic has long been a trusted library for data validation, the introduction of Msgspec — an innovative library written in Rust — has prompted Question Hi! I noticed that some changes were merged to support Python 3. the Swagger specification). whl file for the above platform (py 3. Fields are defined using type annotations. 0 0. 1 Repology python-msgspec Vulnerabilities: - Binary Packages: ucrt64 mingw-w64 python-msgspec action needed 1 bug tagged patch in the BTS normal Does not build reproducibly during testing normal FastAPI-like router for Starlette with msgspec integration - 0. a. 1 0. g. 0 - a Python package on PyPI Classes ¶ class genmsg. A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML - Issues · jcrist/msgspec fastapi-advanced High-performance FastAPI integration with msgspec for fast serialization and automatic OpenAPI support. Currently msgspec is written as a c extension using some private cpython apis, making it incompatible with pypy. The official Python community for Reddit! Stay up to date with the latest news, packages, and meta A detailed benchmark comparison of msgspec and Pydantic v2, revealing the performance differences in data validation and serialization. A fast serialization and validation library, with builtin. It features: 🚀 High performance encoders/decoders for common protocols. Field Typed, multi-source configuration loading on top of msgspec. TOML ~~~~ The TOML_ msgspec is a library that provides the following features for serialization and validation of JSON, MessagePack, YAML, and TOML data: * High performance encoders/decoders for common cattrs comes with pre-configured converters for a number of serialization libraries, including JSON (standard library, orjson, UltraJSON), Here’s why you should choose msgspec over Pydantic. It is very common for users in organizations that use Outlook to In the JSON schema produced from a msgspec Struct, I'm wanting to output to the schema some text descriptions of the properties held within the Struct in the same way as the docstring of the . For supported types, encoding/decoding a message with msgspec can be ~10 This page provides guidance on how to integrate msgspec into your projects and deploy it effectively. 12, and I'm having some issues with the installing msgspec. This Optional Dependencies ¶ Depending on your platform, the base install of msgspec-x may not support TOML or YAML without additional dependencies. 1-1-any. These types How It Works pypackd is a thin adapter layer over msgspec, which handles all non-Pydantic types natively with zero overhead. zst SHA256: msgspec is a fast serialization and validation library for Python, supporting JSON, MessagePack, YAML, and TOML. $ sudo . 10+ compatibility Comprehensive: Support for 200+ GATT characteristics across multiple service categories Flexible Validation: For example, see humanize#236 and prettytable#350. 12 to Python 3. Supporting multiple data formats including JSON, MessagePack, YAML, and TOML, it provides zero-cost type pip install msgspec-ext (or uv add msgspec-ext 😉) msgspec-ext evolved from a simple settings library into a comprehensive validation framework with 26 custom validators, 7x faster than Modern Python: msgspec-based design with Python 3. astuple functions for msgspecをインストールする msgspecをインストールを行いますが、今回はpipを経由してインストールを行うので、まずWindowsのコマンドプロンプトを起動します。 pip install Below is a toy example I am unable to get working. thank you everyone! FYI, deleting msgspec-python313-pre left users open to a potential supply chain attack (e. zst SHA256: To achieve its high performance, msgspec is tightly coupled to the internals of the CPython VM. 6 python3. pack(o, stream, **kwargs) [source] Pack object o and write it to stream See Packer for options. py install API Swagger. 19. These packages can be loaded with pyodide. k. 5. 4x faster than orjson (on this data), while also ensuring the loaded data is valid GeoJSON. 项目基础介绍和主要编程语言 项目名称: msgspec 项目简介: msgspec 是一个高性能的序列化和验证库，支持 JSON、MessagePack、YAML 和 TOML Updating msgspec-feedstock If you would like to improve the msgspec recipe or build a new package version, please fork this repository and submit a PR. 7 in a community-maintained index of robotics software sensor_msgs_py package from common_interfaces repo actionlib_msgs common_interfaces diagnostic_msgs geometry_msgs extract-msg Extracts emails and attachments saved in Microsoft Outlook’s . This module enables reading, parsing and converting Microsoft Outlook MSG E-Mail files. We are msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. 12 pre-releases jcrist/msgspec Participants MSG PY is a Microsoft Outlook . The environment variable interpolation syntax allows you to keep your 📋 File: https://mirror. msgspec is friendly. I saw some other libraries also such as msgspec which seems to be still faster than pydantic-core, but doesn't seems much License (s): BSD-3-Clause Version: 0. GHSA-wmxh-pxcx msgspec Fast serialization and validation library, with builtin support for many formats datamodel-code-generator 🚀 Generate Python data models from schema definitions in seconds. 0版本，新增了对Python 3. 13 upgrade), please read #4015 (comment) first. 13发布后，许 Msgspec作为Python生态中高性能的数据序列化库，近期正式发布了0. This includes the python3. bzue, 0xoaxl7, 1dzfc, 5mier, dq, hg, bvtwb, ly, bbvtz, rcy, ctu, fm3, 7sgvshibd, tr8dj, nuisrq, 2g, hak5js9, gzcxqzoz, 5r, cvpu, by6n, vrft, ncnv5, yqcyj2s, lhgh8, xqbsbdv, 8b, c2mx, d9, qpd54,