ModelArts Skill

Huawei Cloud ModelArts platform integration skill, featuring modular design, OBS as Notebook primary storage, and environment variable auto-authentication.

🔐 Security Model (CRITICAL)

All credentials handled internally, never returned to LLM:

┌─────────────────────────────────────────────────────────────┐
│                     LLM / AIAgents                          │
│  ❌  NEVER sees: AK, SK, Security Token, raw credentials     │
│  ✅  ONLY sees: Masked status, API results, resource IDs     │
└─────────────────────────────────────────────────────────────┘
                            ↕ (Safe data only)
┌─────────────────────────────────────────────────────────────┐
│              auth_manager.py (Secure Vault)                 │
│  🔒  Credentials stored in memory only                       │
│  ✅  Only masked data exposed externally                      │
└─────────────────────────────────────────────────────────────┘
                            ↕ (Secure session)
┌─────────────────────────────────────────────────────────────┐
│              Module Functions (Secure SDK Wrapper)          │
│  Unified pattern: access.sdk().execute(api_func, ...)        │
│  Returns: Standard format API responses only                 │
└─────────────────────────────────────────────────────────────┘

🔑 Authentication Methods

| Mode | How It Works | |------|-------------| | Notebook Mode | Auto-detects ModelArts environment, zero configuration | | Local Mode | Reads MODELARTS_AK/SK/PROJECT_ID/REGION environment variables |

📚 Module Routing

Use keywords to find the corresponding reference file for function index and locations.

| Keyword | Reference File | |---------|----------------|---------------|--------| | notebook, jupyter, image, obs, flavor, cluster, auth | references/notebook.md | | pool, resource pool, dedicated pool, node, workload, os network, plugin | references/pool.md | | node pool, nodepool, scale node, node group, plugin, config template | references/node_pool.md | | train, training job, 训练任务 | references/train.md | | infer1.0, inference, service, 旧版推理服务,旧版在线服务 | references/infer_v1.md | | infer2.0, inference, service, 新版推理服务，在线服务,新版在线服务 | references/infer_v2.md | | management, workspace, authmode, authorization, quota, tag, scheduled event | references/management.md | | swr, image repo, 镜像仓库 | references/swr.md | | common, auth, api helper, format result, decorator | references/common.md |

📦 Module Architecture

modelarts/
├── scripts/
│   ├── common_module/          # 跨模块共享基础设施
│   │   ├── __init__.py
│   │   ├── _bootstrap.py       # 统一引导
│   │   ├── auth.py             # 认证管理
│   │   ├── api_helper.py       # API 调用封装
│   │   └── result.py           # 返回格式统一
│   │
│   ├── notebook_module/        # Notebook & 镜像管理
│   ├── pool_module/            # 资源池管理
│   ├── node_pool_module/       # 节点池管理
│   ├── train_module/           # 训练任务管理
│   ├── infer_v1_module/        # 旧版推理服务管理
│   ├── infer_v2_module/        # 新版推理服务管理
│   ├── management_module/      # 平台管理: 工作空间/授权/配额/事件
│   ├── swr_module/             # SWR 镜像仓库
│   └── __pycache__/
│
└── references/
    ├── notebook.md
    ├── pool.md
    ├── node_pool.md
    ├── train.md
    ├── infer_v1.md
    ├── infer_v2.md
    ├── management.md
    ├── swr.md
    └── common.md

✅ Design Features

Modular Design - One file per function, clean structure, easy to maintain
OBS as Primary Storage - Notebook can use OBS buckets directly as root filesystem
OBS Bucket Management - Built-in create/delete/list OBS bucket functions
Environment Variable Auth - Zero configuration for local/CI environments
Unified API Pattern - All functions use consistent calling pattern
Clean Deliverables - No temp scripts, no debug code, no redundant files
Node Pool Management - Independent node pool lifecycle management
Plugin Management - Resource pool plugin listing and creation (ListPoolPlugins, CreatePoolPlugin)
Node Configuration Template Query - Query node configuration template details (ShowNodeConfigTemplate)
Common Infrastructure - Extracted shared infrastructure, improved code reuse
Training Job Management - Full lifecycle: create/list/stop/delete training jobs
Inference Service Management - Old v1 API: create/list/start/stop/update/delete inference services
Workspace & Authorization - Workspace CRUD, auth mode, IAM authorization, quotas, scheduled events
SWR Image Repository - Query training images from SWR

🎯 Quick Reference by Use Case

| What You Want To Do | Go To Module | |---------------------|-------------| | Start/Stop/Create/Delete Notebook | notebook_module | | Save Notebook to Image | notebook_module | | Attach/Detach OBS Storage | notebook_module | | Create/Delete OBS Buckets | notebook_module | | Create/Delete Dedicated Resource Pool | pool_module | | Batch Node Operations (Reboot/Delete/Lock/Resize) | pool_module | | Scale Node Pool Size | node_pool_module | | Create Additional Node Pools (different flavors) | node_pool_module | | List Resource Pool Plugins (ListPoolPlugins) | node_pool_module | | Create Plugin in Resource Pool (CreatePoolPlugin) | node_pool_module | | Query Node Configuration Template (ShowNodeConfigTemplate) | node_pool_module | | Create/Stop/Delete Training Job | train_module | | List Training Jobs (running/pending/completed) | train_module | | Create/Start/Stop/Delete Inference Service | infer_v1_module | | List/Get Inference Service Details | infer_v1_module | | List Models (custom/subscription) | infer_v1_module | | Create/Start/Stop/Delete Inference Service (新版) | infer_v2_module | | List/Get Inference Service Details (新版) | infer_v2_module | | Query Dedicated Pools & Flavors (新版) | infer_v2_module | | Get Service Exec Login Info (新版) | infer_v2_module | | Batch Delete Inference Services (新版) | infer_v2_module | | Service Version Management (新版) | infer_v2_module | | Service Events & Health Monitoring (新版) | infer_v2_module | | Region Detection & Consistency (新版) | infer_v2_module | | Create/Update/Delete Workspace | management_module | | Manage Authorization (add/delete/list) | management_module | | Query/Update Auth Mode | management_module | | List Quotas & Scheduled Events | management_module | | Query SWR Training Images | swr_module | | Infrastructure / Internal Tools | common_module |