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HFS v2 - HuggingFace Space Worker 分布式调度系统

基于 Redis 的分布式 Worker 调度系统,用于管理 HuggingFace Space 资源池。

特性

  • ✅ 分布式调度 - 多 Worker 并发,自动负载均衡
  • ✅ 状态管理 - 原子操作(Lua 脚本),保证一致性
  • ✅ 健康检查 - 自动检测崩溃、超时、孤儿资源
  • ✅ 账号管理 - 多账号池,自动选择、cooldown、评分
  • ✅ Space 轮换 - 自动创建、绑定、轮换、复用
  • ✅ Admin CLI - 命令行管理工具

快速开始

1. 安装依赖

pip install redis huggingface-hub click tabulate

2. 初始化系统

cd v2
python admin/init.py

3. 查看状态

python admin/cli.py --redis-url="redis://..." list-nodes
python admin/cli.py --redis-url="redis://..." list-accounts

4. 运行 Worker

python -m hfs --redis-url="redis://..." --space-id=my-space --project-id=demo --node-id=node-1

架构

┌─────────────┐
│   Redis     │  ← 状态存储
└──────┬──────┘
       │
   ┌───┴────┐
   │        │
┌──▼──┐  ┌─▼───┐
│Worker│  │Worker│  ← 独立进程
└──┬──┘  └─┬───┘
   │       │
┌──▼───────▼──┐
│  Scheduler  │  ← 调度器
└─────────────┘

核心模块

  • state.py - 状态机 + 原子操作(Lua 脚本)
  • health.py - 健康检查(崩溃检测、一致性验证)
  • policy.py - 策略配置(场景、命名)
  • worker.py - Worker 主循环(心跳、进程管理)
  • scheduler.py - 调度器(分配、轮换、创建)
  • account.py - 账号管理(选择、cooldown、评分)
  • hf.py - HuggingFace API 封装

测试

# 运行所有测试
pytest tests/ -v

# 运行特定模块
pytest tests/test_state.py -v
pytest tests/test_worker.py -v
pytest tests/test_scheduler.py -v

文档

配置

Redis

export HFS_REDIS_URL="redis://:password@host:port/db"

HuggingFace 账号

在 admin/init.py 中配置账号列表:

ACCOUNTS = [
    {'username': 'user1', 'token': 'hf_xxx'},
    {'username': 'user2', 'token': 'hf_yyy'}
]

开发

测试驱动开发

  1. 先写测试(tests/test_*.py)
  2. 再实现功能(hfs/*.py)
  3. 运行测试验证

代码结构

v2/
├── hfs/                # Worker 包
│   ├── state.py        # 状态机
│   ├── health.py       # 健康检查
│   ├── policy.py       # 策略配置
│   ├── worker.py       # Worker 主循环
│   ├── scheduler.py    # 调度器
│   ├── account.py      # 账号管理
│   └── hf.py           # HF API
├── admin/              # Admin 工具
│   ├── cli.py          # 命令行工具
│   └── init.py         # 快速初始化
├── tests/              # 测试
└── docs/               # 文档

许可

MIT License

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