Handles URL construction, parameter encoding, and request/response serialization automatically. Supports major HTTP client libraries including requests, httpx, and aiohttp, while offering integrated features like rate limiting, retries, and caching. Includes seamless integration with Pydantic for data ...
It enables the encoding and decoding of data in the JSON format, a lightweight and human-readable text format for data serialization. In Python, the `json` module facilitates the conversion between JSON strings and Python objects. This library is particularly useful for web development and API...
# 初始化DVC dvc init # 添加数据 dvc add data/dataset.csv # 创建数据管道 dvc run -n prepare \ -d data/dataset.csv \ -o data/prepared \ python prepare.py # 重现实验 dvc repro # 比较实验 dvc metrics show dvc metrics diff 60、Hydra (配置管理框架) github.com/facebookrese 核心特点: 配...
Data persistence modules save Python data between program runs. These tools range from simple file-based storage to complex serialization systems, offering different tradeoffs between speed, compatibility, and human readability. Storage format comparison: FormatHuman ReadableCross LanguagePerformance pickle No...
This package bundles some of the best Python serialization libraries into one standalone package, with a high-level API that makes it easy to write code that's correct across platforms and Pythons. This allows us to provide all the serialization utilities we need in a single binary wheel. Cur...
tz database 文本处理Text Processing 用于解释和操作纯文本的库。Libraries for parsing and manipulating plain texts. Parser - Parsing, formatting, storing and validating international phone numbers. python-user-agents- Browser user agent parser.
Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts. Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.Data ValidationLibraries for validating data. Used for forms in many cases.Cerberus...
cattrs comes with pre-configured converters for a number of serialization libraries, including JSON (standard library, orjson, UltraJSON), msgpack, cbor2, bson, PyYAML, tomlkit and msgspec (supports only JSON at this time). For details, see the cattrs.preconf package. Design Decisions cattr...
Note: If you need to exchange data between your processes, then it’ll require expensive inter-process communication (IPC) and data serialization, which increases the overall cost even further. Besides this, serialization isn’t always possible because Python uses the pickle module under the surface...
The TOML format isn’t designed to be a data serialization format like JSON or pickle, so being fully consistent with the json and pickle APIs isn’t necessary. TOML documents may contain comments and formatting that should be preserved when written to file. This isn’t compatible with represe...