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一个实用工具库,包含日志管理、单例模式、注册表、成本管理、多功能函数和数据协议等模块,帮助你快速构建和管理 Python 项目。

Project description

cr_utils

cr_utils 是一个实用工具库,包含日志管理、单例模式、注册表、成本管理、多功能函数和数据协议等模块,帮助你快速构建和管理 Python 项目。

主要模块和功能

Logger

提供日志管理功能,方便统一日志输出和自定义日志行为。

Singleton

实现单例模式,确保类只有一个实例。

Registry

提供注册表功能,便于管理和调用各种插件或功能模块。

CostManagers

成本管理工具,用于监控和管理资源消耗。

Function 模块功能函数

  • set_variable_with_default:设置环境变量。
  • killall_processes:结束所有指定的进程。
  • make_main:设置 debug 等功能。
  • make_async / make_sync:辅助函数,实现异步和同步的转换。
  • custom_before_log / custom_after_log:日志自定义钩子。
  • read_jsonl / write_jsonl:读取和写入 JSON Lines 格式文件。
  • encode_image:图片编码功能。

Protocol

  • DataProto:定义数据协议格式,规范数据交互,便于参数传递。

LLM 相关

  • Chater:聊天机器人或对话管理器。
  • extract_any_blocksextract_code_blocksextract_json_blocks:从文本中提取不同格式的数据块。

安装

pip install cr_utils

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