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Add comfy-cli REST API support

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- Implement ComfyCliExecutor for async command execution
- Add REST API endpoints for comfy-cli:
  - Configuration management (/comfy-cli/config/*)
  - Model management (/comfy-cli/model/*)
  - Node management (/comfy-cli/node/*)
- Create API handlers: ConfigHandler, ModelHandler, NodeHandler
- Register routes in comfy_cli_routes.py
- Update main __init__.py to support dual CLI (cm-cli + comfy-cli)
- Add comprehensive documentation:
  - COMFY_CLI_API.md: Complete API reference
  - COMFY_CLI_QUICKSTART.md: Quick start guide
  - Update README.md with dual CLI support
  - Update AGENTS.md development guide
- Add comfy-cli reference documentation in docs/references/
- Remove trailing spaces from all Python and Markdown files
- Ensure all code passes syntax validation

Features:
- Async job tracking for long-running operations
- Structured JSON responses
- Comprehensive error handling
- Direct filesystem access for model listing (more reliable)
- Support for CivitAI and HuggingFace API tokens
This commit is contained in:
Jensen Zhang
2026-03-17 21:55:32 +08:00
parent 4f241f7d32
commit d7a15a7d5d
25 changed files with 15616 additions and 152 deletions
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AGENTS.md
+364 -114
View File
@@ -2,10 +2,26 @@
## Project Overview
**cm-cli-rest** is a ComfyUI custom node that exposes REST API endpoints for managing ComfyUI custom nodes via `cm-cli` (ComfyUI-Manager CLI).
**cm-cli-rest** is a ComfyUI custom node that exposes REST API endpoints for managing ComfyUI custom nodes via `cm-cli` (ComfyUI-Manager CLI) and `comfy-cli`.
### Dual CLI Support
The project supports **two CLI tools**:
1. **cm-cli** (ComfyUI-Manager CLI) - Node management focused
- Endpoints: `/cm-cli-rest/*`
- Package: `cm_cli/`
- Provides: Node install/update/uninstall, snapshots
2. **comfy-cli** - Full ComfyUI management
- Endpoints: `/comfy-cli/*`
- Package: `comfy_cli/`
- Provides: Config, models, nodes, ComfyUI lifecycle, workflows
### Environment
- **ComfyUI Version**: 0.15+
- **ComfyUI-Manager Version**: 4.0+
- **ComfyUI-Manager Version**: 4.0+ (provides cm-cli)
- **Python Version**: 3.9+ (tested on 3.11)
- **Runtime**: Integrated with ComfyUI's aiohttp server (no separate port)
@@ -13,27 +29,39 @@
## Build & Development Commands
### Syntax Validation
### Syntax Validation (REQUIRED before commit)
```bash
# Check Python syntax for a single file
# Check single file
python -m py_compile cm_cli/executor.py
# Check all Python files
find . -name "*.py" -not -path "./__pycache__/*" -exec python -m py_compile {} \;
# Check ALL Python files (CI-style)
find . -name "*.py" -not -path "./__pycache__/*" -not -path "./.git/*" \
-exec python -m py_compile {} \;
# Quick validation of new comfy-cli modules
python -m py_compile comfy_cli/executor.py comfy_cli_routes.py \
api/handlers/config.py api/handlers/models.py api/handlers/comfy_nodes.py
```
### Type Checking (if type annotations added)
### Type Checking (Optional but Recommended)
```bash
# Install mypy (optional - not in requirements.txt)
# Install mypy
pip install mypy
# Run type checking
mypy cm_cli/ api/
# Run type checking on specific modules
mypy cm_cli/ api/handlers/
mypy comfy_cli/
# Strict mode (for new code)
mypy --strict cm_cli/executor.py
```
### Linting (if linter added)
### Linting & Formatting
```bash
# Install ruff (recommended)
# Install ruff
pip install ruff
# Lint all files
@@ -44,28 +72,61 @@ ruff check --fix .
# Format code
ruff format .
# Check specific file
ruff check cm_cli/executor.py
```
### Testing
**No test suite exists yet** (as of 2026-03-16). Tests are marked as TODO in IMPLEMENTATION_PLAN.md.
To add tests:
1. Create `tests/` directory
2. Use `pytest` as the test framework
3. Run with: `pytest tests/` or `pytest tests/test_specific_file.py -v`
**Current Status**: No test suite exists (as of 2026-03-17). Tests marked as TODO.
**Manual Testing** (after changes):
```bash
# 1. Restart ComfyUI
# 2. Test endpoints with curl
# Health check
curl http://localhost:8188/cm-cli-rest/health
# List nodes (cm-cli)
curl http://localhost:8188/cm-cli-rest/nodes
# List models (comfy-cli)
curl "http://localhost:8188/comfy-cli/model/list?relative_path=models/checkpoints"
# Install node (async)
curl -X POST http://localhost:8188/cm-cli-rest/nodes/install \
-H "Content-Type: application/json" \
-d '{"name": "ComfyUI-Impact-Pack"}'
```
**Adding Tests** (future):
```bash
# Create tests/ directory
mkdir tests
# Use pytest
pip install pytest pytest-asyncio
# Run tests
pytest tests/
pytest tests/test_specific.py -v
```
---
## Code Style Guidelines
### Imports
- **Order**: Standard library → Third-party → Local imports
- **Grouping**: Separate import groups with blank lines
- **Type imports**: Use `from typing import ...` for type hints
- **Relative imports**: Use for local modules (`.`, `..`)
### Imports (STRICT)
**Order**: Standard library → Third-party → Local imports
**Grouping**: Separate groups with blank lines
**Type imports**: Use `from typing import ...`
**Relative imports**: Use for local modules (`.`, `..`)
```python
# ✅ Correct
# ✅ CORRECT
import asyncio
import logging
from typing import Dict, List, Optional
@@ -73,21 +134,34 @@ from typing import Dict, List, Optional
from aiohttp import web
from ..cm_cli import CMCLIExecutor
from ..comfy_cli import ComfyCliExecutor
```
```python
# ❌ WRONG - Mixed import groups
from aiohttp import web
import asyncio
from ..cm_cli import CMCLIExecutor
from typing import Optional
```
### Formatting
- **Indentation**: 4 spaces (no tabs)
- **Indentation**: 4 spaces (NO tabs)
- **Line length**: 100 characters (soft limit)
- **Quotes**: Double quotes for strings
- **Trailing commas**: Use in multi-line structures
- **Blank lines**: 2 between classes/functions, 1 between methods
### Type Hints
- **Required** for function parameters and return types
- **Use `Optional[T]`** for nullable values (Python 3.9+)
- **Use `Dict`, `List`, `Any`** from typing module
### Type Hints (REQUIRED)
**Required for**:
- All function parameters
- All return types
- Class attributes
```python
# ✅ Correct
# ✅ CORRECT
async def execute(
self,
args: List[str],
@@ -95,53 +169,101 @@ async def execute(
) -> Dict[str, Any]:
...
# ❌ Avoid (no type hints)
# ❌ AVOID - No type hints
async def execute(self, args, timeout=None):
...
```
**Use specific types**:
```python
# ✅ Prefer specific types
def parse_output(raw: str) -> List[Dict[str, str]]:
...
# ❌ Avoid overly generic
def parse_output(raw: Any) -> Any:
...
```
### Naming Conventions
- **Classes**: PascalCase (`CMCLIExecutor`, `NodesHandler`)
- **Functions/Methods**: snake_case (`list_nodes`, `execute_async`)
- **Constants**: UPPER_CASE (`JOB_NOT_FOUND`, `MAX_CONCURRENT_JOBS`)
- **Private methods**: Leading underscore (`_auto_detect_cm_cli`)
- **Exceptions**: End with `Error` (`CMCLIError`)
| Type | Convention | Examples |
|------|-----------|----------|
| Classes | PascalCase | `CMCLIExecutor`, `ComfyCliExecutor`, `NodesHandler` |
| Functions/Methods | snake_case | `list_nodes`, `execute_async`, `_auto_detect` |
| Constants | UPPER_CASE | `JOB_NOT_FOUND`, `MAX_CONCURRENT_JOBS` |
| Private methods | Leading underscore | `_auto_detect_cm_cli`, `_build_command` |
| Exceptions | End with `Error` | `CMCLIError`, `ComfyCLIError` |
| Variables | snake_case | `workspace_path`, `job_id` |
### Error Handling
- **Custom exceptions**: Create specific exception classes for domain errors
- **Error responses**: Always return structured JSON with `success`, `error.code`, `error.message`
- **Logging**: Log errors with `logger.error()` before returning
- **Never suppress exceptions** without logging
**Pattern**:
1. Custom exceptions for domain errors
2. Structured JSON responses with `success`, `error.code`, `error.message`
3. Log errors BEFORE returning
4. Never suppress exceptions without logging
```python
# ✅ Correct pattern
# ✅ CORRECT PATTERN
try:
result = await self.executor.execute(["show", "installed"])
if not result["success"]:
logger.error("Failed to list nodes: %s", result["stderr"])
return web.json_response(
{"success": False, "error": {"code": "CM_CLI_ERROR", "message": "Failed"}},
status=500,
)
except CMCLIError as e:
logger.error(f"Error listing nodes: {e}")
logger.error("CMCLIError in list_nodes: %s", e.message)
return web.json_response(
{"success": False, "error": {"code": "CM_CLI_ERROR", "message": e.message}},
status=500,
)
except Exception as e:
logger.exception("Unexpected error in list_nodes")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
```
```python
# ❌ WRONG - Silent exception
try:
result = await self.executor.execute(args)
except Exception:
pass # NEVER DO THIS
```
### Async/Await
- **All I/O operations**: Use async (HTTP, subprocess, file I/O)
- **Timeout handling**: Always wrap with `asyncio.wait_for()`
- **Subprocess execution**: Use `asyncio.create_subprocess_exec()`
### Docstrings
- **Required** for all public classes, methods, and functions
- **Format**: Google style (Args, Returns, Raises sections)
- **Include examples** for complex methods
**Rules**:
- All I/O operations MUST be async (HTTP, subprocess, file I/O)
- Always wrap with `asyncio.wait_for()` for timeouts
- Use `asyncio.create_subprocess_exec()` for subprocesses
- Long-running operations → use `execute_async()` with job tracking
```python
# ✅ Correct
# ✅ CORRECT
async def execute(self, args: List[str], timeout: Optional[int] = None) -> Dict[str, Any]:
process = await asyncio.create_subprocess_exec(
*command,
stdout=asyncio.subprocess.PIPE,
stderr=asyncio.subprocess.PIPE,
)
stdout, stderr = await asyncio.wait_for(
process.communicate(),
timeout=timeout,
)
```
### Docstrings (REQUIRED)
**Format**: Google style with Args, Returns, Raises sections
```python
# ✅ CORRECT
async def execute(
self,
args: List[str],
@@ -160,91 +282,126 @@ async def execute(
Raises:
CMCLIError: If command execution fails.
Example:
>>> result = await executor.execute(["show", "installed"])
>>> print(result["success"])
True
"""
```
### File Organization
- **One class per file** (or tightly related classes)
- **Handlers**: One handler class per endpoint group (`nodes.py`, `snapshots.py`)
- **Exports**: Define `__all__` in `__init__.py` files
- **Handlers**: One handler per endpoint group
- **Exports**: Define `__all__` in `__init__.py`
```
cm-cli-rest/
├── cm_cli/ # cm-cli integration
│ ├── __init__.py
│ └── executor.py
├── comfy_cli/ # comfy-cli integration
│ ├── __init__.py
│ └── executor.py
├── api/
│ ├── routes.py # cm-cli routes
│ └── handlers/
│ ├── nodes.py # Node management (cm-cli)
│ ├── snapshots.py # Snapshots (cm-cli)
│ ├── jobs.py # Job tracking (shared)
│ ├── config.py # Config (comfy-cli)
│ ├── models.py # Models (comfy-cli)
│ └── comfy_nodes.py # Nodes (comfy-cli)
├── comfy_cli_routes.py # comfy-cli route registration
└── __init__.py # Main entry point
```
---
## Architecture Patterns
### Handler Pattern
### Handler Pattern (STANDARD)
```python
class NodesHandler:
"""Handles node management REST API endpoints."""
def __init__(self, executor: CMCLIExecutor):
"""Initialize with shared executor."""
self.executor = executor
async def list_nodes(self, request: web.Request) -> web.Response:
# Handler logic
"""GET /cm-cli-rest/nodes"""
try:
result = await self.executor.execute(["show", "installed"])
# ... process result
except Exception as e:
logger.error("list_nodes failed: %s", e)
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
```
### Executor Pattern
```python
class CMCLIExecutor:
def __init__(self, cm_cli_path: Optional[str] = None):
# Auto-detect cm-cli if not provided
self.cm_cli_path = self._auto_detect_cm_cli()
async def execute(self, args: List[str]) -> Dict[str, Any]:
# Execute command synchronously
```python
class ComfyCliExecutor:
"""Executor for comfy-cli commands with async support."""
def __init__(self, workspace: Optional[str] = None):
self.workspace = Path(workspace) if workspace else Path.cwd()
self._active_jobs: Dict[str, ComfyCLIJob] = {}
def _build_command(self, args: List[str]) -> List[str]:
"""Build full command with workspace argument."""
command = ["comfy", "--workspace", str(self.workspace)]
command.extend(args)
return command
async def execute(self, args: List[str], timeout: Optional[int] = None) -> Dict[str, Any]:
"""Execute command synchronously."""
# ...
async def execute_async(self, args: List[str], timeout: Optional[int] = None) -> ComfyCLIJob:
"""Execute command asynchronously with job tracking."""
# ...
```
### Response Format
All responses follow this structure:
### Response Format (STANDARD)
**Success (2xx):**
**Success (2xx)**:
```json
{
"success": true,
"data": { ... }
"data": {
"nodes": [...],
"total": 5
},
"raw_output": "Optional CLI output"
}
```
**Error (4xx/5xx):**
**Error (4xx/5xx)**:
```json
{
"success": false,
"error": {
"code": "ERROR_CODE",
"message": "Human-readable message",
"code": "NODE_NOT_FOUND",
"message": "Node 'invalid-node' not found",
"details": "Optional additional context"
}
}
```
---
## Key Files
| File | Purpose |
|------|---------|
| `__init__.py` | Entry point, initializes executor, registers routes |
| `api/routes.py` | Route definitions |
| `api/handlers/nodes.py` | Node management endpoints |
| `api/handlers/snapshots.py` | Snapshot endpoints |
| `api/handlers/jobs.py` | Job tracking endpoints |
| `cm_cli/executor.py` | cm-cli subprocess execution |
| `config/config.json` | Server configuration |
---
## Configuration
Edit `config/config.json`:
**Async (202 Accepted)**:
```json
{
"enabled": true,
"api_key": null,
"cm_cli_path": null,
"python_path": "python",
"timeout": 300,
"max_concurrent_jobs": 3,
"logging_level": "INFO"
"success": true,
"job_id": "abc12345",
"status": "running",
"message": "Installation started"
}
```
@@ -252,45 +409,138 @@ Edit `config/config.json`:
## Common Tasks
### Adding a New Endpoint
1. Add handler method in `api/handlers/nodes.py` (or appropriate handler file)
### Adding a New Endpoint (cm-cli)
1. Add handler method in `api/handlers/nodes.py` (or appropriate file)
2. Register route in `api/routes.py`
3. Update README.md documentation
4. Add error codes to error response section
5. Run syntax check: `python -m py_compile api/handlers/nodes.py`
### Modifying cm-cli Execution
1. Edit `cm_cli/executor.py`
2. Ensure both `execute()` and `execute_async()` are updated
3. Run syntax check: `python -m py_compile cm_cli/executor.py`
### Adding a New Endpoint (comfy-cli)
1. Add handler method in `api/handlers/comfy_nodes.py` (or `models.py`, `config.py`)
2. Register route in `comfy_cli_routes.py`
3. Update `COMFY_CLI_API.md` documentation
4. Run syntax check: `python -m py_compile api/handlers/comfy_nodes.py`
### Modifying CLI Execution
1. Edit `cm_cli/executor.py` or `comfy_cli/executor.py`
2. Update both `execute()` and `execute_async()` if needed
3. Add/update type hints
4. Run syntax validation
### Testing Changes
1. Restart ComfyUI
2. Test endpoint with curl:
```bash
curl http://localhost:8188/cm-cli-rest/health
```
```bash
# 1. Syntax check
python -m py_compile <changed_file>.py
# 2. Restart ComfyUI
# 3. Test with curl
curl http://localhost:8188/cm-cli-rest/health
curl http://localhost:8188/comfy-cli/config/env
```
---
## Key Files Reference
| File | Purpose | CLI |
|------|---------|-----|
| `__init__.py` | Entry point, initializes both executors | Both |
| `api/routes.py` | cm-cli route definitions | cm-cli |
| `api/handlers/nodes.py` | Node management (cm-cli) | cm-cli |
| `api/handlers/snapshots.py` | Snapshot endpoints | cm-cli |
| `api/handlers/jobs.py` | Job tracking (shared) | Both |
| `cm_cli/executor.py` | cm-cli subprocess execution | cm-cli |
| `comfy_cli_routes.py` | comfy-cli route definitions | comfy-cli |
| `comfy_cli/executor.py` | comfy-cli subprocess execution | comfy-cli |
| `api/handlers/config.py` | Config endpoints | comfy-cli |
| `api/handlers/models.py` | Model management | comfy-cli |
| `api/handlers/comfy_nodes.py` | Node management | comfy-cli |
---
## Troubleshooting
### cm-cli Not Found
- **Error**: `CM_CLI_NOT_FOUND`
- **Cause**: cm-cli executable not in PATH
- **Fix**: Set `cm_cli_path` in config.json to full path
### CLI Not Found
**Error**: `CM_CLI_NOT_FOUND` or `COMFY_CLI_ERROR: comfy-cli not found`
**Solutions**:
```bash
# For cm-cli (ComfyUI-Manager)
# Ensure ComfyUI-Manager is installed in custom_nodes/ComfyUI-Manager/
# For comfy-cli
pip install comfy-cli
comfy --version # Verify installation
```
### Import Errors
- **Cause**: Circular imports or missing `__init__.py`
- **Fix**: Check import order, ensure all packages have `__init__.py`
**Cause**: Circular imports or missing `__init__.py`
**Fix**: Check import order, ensure all packages have `__init__.py`
### Type Errors
- **Tool**: Use `lsp_diagnostics` in editor
- **Fix**: Never suppress with `as any` or `# type: ignore`
**Tool**: Use `lsp_diagnostics` in editor or run `mypy`
**Fix**: NEVER suppress with `as any` or `# type: ignore`
### Import Order Issues
**Wrong**:
```python
from aiohttp import web
import asyncio # Should be before third-party
```
**Correct**:
```python
import asyncio
from aiohttp import web
```
---
## References
## Documentation
- `README.md` - Main project documentation (cm-cli focused)
- `COMFY_CLI_API.md` - Complete comfy-cli API reference
- `COMFY_CLI_QUICKSTART.md` - comfy-cli quick start guide
- `AGENTS.md` - This file (development guide)
## External References
- [ComfyUI Custom Node Docs](https://docs.comfy.org/custom-nodes/overview)
- [ComfyUI-Manager](https://github.com/ltdrdata/ComfyUI-Manager)
- [cm-cli Documentation](https://github.com/Comfy-Org/ComfyUI-Manager/blob/main/docs/en/cm-cli.md)
- [comfy-cli](https://github.com/Comfy-Org/comfy-cli)
---
## Quick Reference
```bash
# Syntax check single file
python -m py_compile <file>.py
# Check all files
find . -name "*.py" -not -path "./__pycache__/*" -exec python -m py_compile {} \;
# Lint
ruff check .
ruff check --fix .
# Type check
mypy cm_cli/ comfy_cli/
# Test endpoint (cm-cli)
curl http://localhost:8188/cm-cli-rest/health
# Test endpoint (comfy-cli)
curl http://localhost:8188/comfy-cli/config/env
```
COMFY_CLI_API.md
+364
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@@ -0,0 +1,364 @@
# comfy-cli REST API Documentation
This document describes the comfy-cli REST API endpoints added to cm-cli-rest.
## Overview
The comfy-cli REST API provides endpoints for managing ComfyUI through the `comfy-cli` command-line tool. All endpoints are prefixed with `/comfy-cli/`.
## API Endpoints
### Configuration
#### GET `/comfy-cli/config/env`
Get environment configuration.
**Response:**
```json
{
"success": true,
"data": {
"default_workspace": "/basedir",
"recent_workspace": "/basedir",
"launch_extras": "--listen 0.0.0.0 --port 8188",
"enable_tracking": false
},
"raw_output": "Default Workspace: /basedir\n..."
}
```
#### GET `/comfy-cli/config/which`
Get current workspace path.
**Response:**
```json
{
"success": true,
"data": {
"workspace_path": "/basedir",
"comfyui_path": "/basedir/ComfyUI",
"is_default": true
}
}
```
#### POST `/comfy-cli/config/set-default`
Set default workspace path.
**Request:**
```json
{
"path": "/basedir",
"launch_extras": "--listen 0.0.0.0 --port 8188"
}
```
### Model Management
#### GET `/comfy-cli/model/list`
List models in directory.
**Query Parameters:**
- `relative_path` (optional): Relative path to models directory (default: `models/checkpoints`)
- `method` (optional): `cli` or `fs` (default: `fs` for filesystem access)
**Response:**
```json
{
"success": true,
"data": {
"path": "models/checkpoints",
"absolute_path": "/basedir/models/checkpoints",
"models": [
{
"filename": "sd_xl_base_1.0.safetensors",
"size": 6200000000,
"size_human": "5.8 GB",
"modified": "2026-03-15T10:30:00Z"
}
],
"count": 1
}
}
```
#### POST `/comfy-cli/model/download`
Download model file (async operation).
**Request:**
```json
{
"url": "https://civitai.com/models/43331",
"relative_path": "models/checkpoints",
"filename": "my_model.safetensors",
"civitai_api_token": "optional_token"
}
```
**Response (202 Accepted):**
```json
{
"success": true,
"job_id": "abc12345",
"status": "running",
"message": "Download started",
"data": {
"url": "https://civitai.com/models/43331",
"target_path": "/basedir/models/checkpoints/my_model.safetensors"
}
}
```
#### GET `/comfy-cli/model/download/{job_id}/status`
Get download job status.
**Response:**
```json
{
"success": true,
"data": {
"job_id": "abc12345",
"status": "running",
"progress": 45,
"parsed_output": {
"status": "downloading",
"progress": 45
}
}
}
```
#### POST `/comfy-cli/model/remove`
Remove model file(s).
**Request:**
```json
{
"relative_path": "models/checkpoints",
"model_names": ["old_model.safetensors"],
"confirm": true
}
```
### Node Management
#### GET `/comfy-cli/node/simple-show`
Show node list (simplified format).
**Query Parameters:**
- `mode`: `installed`, `enabled`, `disabled`, `not-installed`, `all`
**Response:**
```json
{
"success": true,
"data": {
"mode": "installed",
"nodes": ["ComfyUI-Impact-Pack", "ComfyUI-Manager"],
"total_count": 2
}
}
```
#### GET `/comfy-cli/node/show`
Show node details.
**Query Parameters:**
- `mode`: `installed`, `enabled`, `disabled`, `all`
**Response:**
```json
{
"success": true,
"data": {
"mode": "installed",
"nodes": [
{
"name": "ComfyUI-Impact-Pack",
"author": "ltdrdata",
"version": "v5.12.1",
"status": "enabled",
"requirements": ["opencv-python", "pillow"]
}
]
}
}
```
#### POST `/comfy-cli/node/install`
Install node(s) (async operation).
**Request:**
```json
{
"nodes": ["ComfyUI-Impact-Pack"],
"fast_deps": true,
"channel": "recent"
}
```
**Response (202 Accepted):**
```json
{
"success": true,
"job_id": "node-install-456",
"status": "running",
"message": "Installing 1 node(s)",
"data": {
"nodes": ["ComfyUI-Impact-Pack"]
}
}
```
#### POST `/comfy-cli/node/update`
Update node(s) (async operation).
**Request:**
```json
{
"target": "all",
"channel": "recent",
"mode": "remote"
}
```
#### POST `/comfy-cli/node/enable`
Enable node.
**Request:**
```json
{
"node": "ComfyUI-Impact-Pack"
}
```
#### POST `/comfy-cli/node/disable`
Disable node.
**Request:**
```json
{
"node": "ComfyUI-Impact-Pack"
}
```
#### POST `/comfy-cli/node/uninstall`
Uninstall node.
**Request:**
```json
{
"node": "ComfyUI-Impact-Pack",
"confirm": true
}
```
## Error Responses
All errors follow this format:
```json
{
"success": false,
"error": {
"code": "ERROR_CODE",
"message": "Human-readable message",
"details": "Optional additional context"
}
}
```
### Common Error Codes
| Code | HTTP Status | Description |
|------|-------------|-------------|
| `COMFY_CLI_ERROR` | 500 | comfy-cli execution failed |
| `COMMAND_FAILED` | 500 | CLI command returned non-zero exit code |
| `MISSING_PARAMETER` | 400 | Required parameter missing |
| `INVALID_PARAMETER` | 400 | Invalid parameter value |
| `JOB_NOT_FOUND` | 404 | Async job ID not found |
| `INTERNAL_ERROR` | 500 | Unexpected server error |
## Usage Examples
### List Models
```bash
curl "http://localhost:8188/comfy-cli/model/list?relative_path=models/checkpoints"
```
### Download Model
```bash
curl -X POST "http://localhost:8188/comfy-cli/model/download" \
-H "Content-Type: application/json" \
-d '{
"url": "https://civitai.com/models/43331",
"relative_path": "models/checkpoints"
}'
```
### Check Download Status
```bash
curl "http://localhost:8188/comfy-cli/model/download/abc12345/status"
```
### List Installed Nodes
```bash
curl "http://localhost:8188/comfy-cli/node/simple-show?mode=installed"
```
### Install Node
```bash
curl -X POST "http://localhost:8188/comfy-cli/node/install" \
-H "Content-Type: application/json" \
-d '{
"nodes": ["ComfyUI-Impact-Pack"],
"fast_deps": true
}'
```
## Architecture
```
ComfyUI Server (aiohttp)
├── /cm-cli-rest/* (cm-cli API)
└── /comfy-cli/* (comfy-cli API)
├── ConfigHandler
├── ModelHandler
└── NodeHandler
└── ComfyCliExecutor
└── comfy-cli (subprocess)
```
## Notes
1. **Async Operations**: Long-running operations (download, install, update) return immediately with a `job_id`. Use the status endpoint to poll for completion.
2. **Filesystem Access**: Model list uses direct filesystem access by default (`method=fs`) for more reliable results. Use `method=cli` to invoke comfy-cli directly.
3. **Workspace Configuration**: All commands use the workspace path configured during initialization. Default is the ComfyUI root directory.
4. **Error Handling**: All errors return structured JSON responses with appropriate HTTP status codes.
## Requirements
- comfy-cli installed and in PATH (`pip install comfy-cli`)
- ComfyUI workspace configured
COMFY_CLI_QUICKSTART.md
+165
View File
@@ -0,0 +1,165 @@
# comfy-cli REST API - Quick Reference
## 安装要求
```bash
# 安装 comfy-cli
pip install comfy-cli
# 验证安装
comfy --version
```
## API 端点总览
### 配置 (Config)
| Method | Endpoint | Description |
|--------|----------|-------------|
| `GET` | `/comfy-cli/config/env` | 获取环境配置 |
| `GET` | `/comfy-cli/config/which` | 获取当前工作区路径 |
| `POST` | `/comfy-cli/config/set-default` | 设置默认工作区 |
### 模型管理 (Models)
| Method | Endpoint | Description | Async |
|--------|----------|-------------|-------|
| `GET` | `/comfy-cli/model/list` | 列出模型 | ❌ |
| `POST` | `/comfy-cli/model/download` | 下载模型 | ✅ |
| `GET` | `/comfy-cli/model/download/{job_id}/status` | 获取下载状态 | ❌ |
| `POST` | `/comfy-cli/model/remove` | 删除模型 | ❌ |
### 节点管理 (Nodes)
| Method | Endpoint | Description | Async |
|--------|----------|-------------|-------|
| `GET` | `/comfy-cli/node/simple-show` | 列出节点（简化） | ❌ |
| `GET` | `/comfy-cli/node/show` | 列出节点（详细） | ❌ |
| `POST` | `/comfy-cli/node/install` | 安装节点 | ✅ |
| `POST` | `/comfy-cli/node/update` | 更新节点 | ✅ |
| `POST` | `/comfy-cli/node/enable` | 启用节点 | ❌ |
| `POST` | `/comfy-cli/node/disable` | 禁用节点 | ❌ |
| `POST` | `/comfy-cli/node/uninstall` | 卸载节点 | ❌ |
## 快速示例
### 列出已安装的模型
```bash
curl "http://localhost:8188/comfy-cli/model/list?relative_path=models/checkpoints"
```
### 下载模型
```bash
curl -X POST "http://localhost:8188/comfy-cli/model/download" \
-H "Content-Type: application/json" \
-d '{
"url": "https://civitai.com/models/43331",
"relative_path": "models/checkpoints",
"filename": "my_model.safetensors"
}'
```
### 检查下载进度
```bash
curl "http://localhost:8188/comfy-cli/model/download/abc12345/status"
```
### 列出已安装的节点
```bash
curl "http://localhost:8188/comfy-cli/node/simple-show?mode=installed"
```
### 安装节点
```bash
curl -X POST "http://localhost:8188/comfy-cli/node/install" \
-H "Content-Type: application/json" \
-d '{
"nodes": ["ComfyUI-Impact-Pack"],
"fast_deps": true
}'
```
### 更新所有节点
```bash
curl -X POST "http://localhost:8188/comfy-cli/node/update" \
-H "Content-Type: application/json" \
-d '{"target": "all"}'
```
### 启用/禁用节点
```bash
# 启用
curl -X POST "http://localhost:8188/comfy-cli/node/enable" \
-H "Content-Type: application/json" \
-d '{"node": "ComfyUI-Impact-Pack"}'
# 禁用
curl -X POST "http://localhost:8188/comfy-cli/node/disable" \
-H "Content-Type: application/json" \
-d '{"node": "ComfyUI-Impact-Pack"}'
```
## 响应格式
### 成功响应
```json
{
"success": true,
"data": { ... },
"raw_output": "CLI 原始输出"
}
```
### 异步任务响应 (202 Accepted)
```json
{
"success": true,
"job_id": "abc12345",
"status": "running",
"message": "Operation started"
}
```
### 错误响应
```json
{
"success": false,
"error": {
"code": "ERROR_CODE",
"message": "错误描述"
}
}
```
## 项目结构
```
cm-cli-rest/
├── comfy_cli/
│ ├── __init__.py # comfy-cli 包初始化
│ └── executor.py # comfy-cli 执行器
├── api/handlers/
│ ├── config.py # 配置 API handler
│ ├── models.py # 模型管理 API handler
│ └── comfy_nodes.py # 节点管理 API handler
├── comfy_cli_routes.py # 路由注册
├── __init__.py # 主入口（同时支持 cm-cli 和 comfy-cli）
└── COMFY_CLI_API.md # 详细 API 文档
```
## 注意事项
1. **异步操作**: 下载、安装、更新等长时间操作返回 `job_id`，需要轮询状态
2. **工作区路径**: 默认为 ComfyUI 根目录，可通过配置修改
3. **错误处理**: 所有错误都返回结构化 JSON 和适当的 HTTP 状态码
4. **文件系统访问**: 模型列表默认使用直接文件系统访问（更可靠）
## 与 cm-cli 的区别
| 特性 | cm-cli REST | comfy-cli REST |
|------|-------------|----------------|
| 基础工具 | ComfyUI-Manager CLI | comfy-cli |
| 端点前缀 | `/cm-cli-rest/*` | `/comfy-cli/*` |
| 主要功能 | 节点管理 | 节点 + 模型 + 配置管理 |
| 异步任务 | ✅ | ✅ |
| 模型管理 | ❌ | ✅ |
| 配置管理 | ❌ | ✅ |
两个 API 可以同时使用，互不冲突。
README.md
+156 -30
View File
@@ -1,12 +1,12 @@
# cm-cli-rest
# cm-cli-rest & comfy-cli REST
A ComfyUI custom node that exposes REST API endpoints for managing ComfyUI custom nodes via `cm-cli` (ComfyUI-Manager CLI).
A ComfyUI custom node that exposes REST API endpoints for managing ComfyUI custom nodes and models via `cm-cli` (ComfyUI-Manager CLI) and `comfy-cli`.
## Features
- 🚀 **REST API for cm-cli**: Control ComfyUI-Manager from external applications
- 🚀 **Dual CLI Support**: REST APIs for both cm-cli and comfy-cli
- 🔗 **Integrated with ComfyUI**: Uses ComfyUI's built-in server (no separate port)
- ⚡ **Async Operations**: Long-running commands (install, update) run asynchronously
- ⚡ **Async Operations**: Long-running commands (install, update, download) run asynchronously
- 📊 **Job Tracking**: Monitor progress of async operations
- 🛡️ **Error Handling**: Comprehensive error responses with status codes
- 🔐 **Optional Authentication**: API key support for exposed instances
@@ -18,6 +18,7 @@ A ComfyUI custom node that exposes REST API endpoints for managing ComfyUI custo
- ComfyUI 0.15+
- ComfyUI-Manager 4.0+ (provides `cm-cli`)
- Python 3.9+
- comfy-cli (optional, for model management): `pip install comfy-cli`
### Steps
@@ -28,16 +29,22 @@ A ComfyUI custom node that exposes REST API endpoints for managing ComfyUI custo
git clone https://github.com/YOUR_USERNAME/cm-cli-rest.git
```
2. **Restart ComfyUI**
2. **Install comfy-cli** (optional, for model management):
3. **Verify installation**: Check ComfyUI console for:
```bash
pip install comfy-cli
```
cm-cli-rest initialized - REST API available at /cm-cli-rest/*
3. **Restart ComfyUI**
4. **Verify installation**: Check ComfyUI console for:
```
cm-cli-rest & comfy-cli REST initialized - APIs available at /cm-cli-rest/* and /comfy-cli/*
```
## Quick Start
### Health Check
### Health Check (cm-cli)
```bash
curl http://localhost:8188/cm-cli-rest/health
@@ -53,13 +60,13 @@ Response:
}
```
### List Installed Nodes
### List Installed Nodes (cm-cli)
```bash
curl http://localhost:8188/cm-cli-rest/nodes
```
### Install a Node
### Install a Node (cm-cli)
```bash
curl -X POST http://localhost:8188/cm-cli-rest/nodes/install \
@@ -79,6 +86,23 @@ Response (202 Accepted):
}
```
### List Models (comfy-cli)
```bash
curl "http://localhost:8188/comfy-cli/model/list?relative_path=models/checkpoints"
```
### Download a Model (comfy-cli)
```bash
curl -X POST "http://localhost:8188/comfy-cli/model/download" \
-H "Content-Type: application/json" \
-d '{
"url": "https://civitai.com/models/43331",
"relative_path": "models/checkpoints"
}'
```
### Check Job Status
```bash
@@ -87,7 +111,9 @@ curl http://localhost:8188/cm-cli-rest/jobs/abc12345
## API Endpoints
### Health & Status
### cm-cli REST API (`/cm-cli-rest/*`)
#### Health & Status
| Method | Endpoint | Description |
|--------|----------|-------------|
@@ -96,7 +122,7 @@ curl http://localhost:8188/cm-cli-rest/jobs/abc12345
| `GET` | `/cm-cli-rest/jobs/:id` | Get job status |
| `DELETE` | `/cm-cli-rest/jobs/:id` | Remove job from tracking |
### Node Management
#### Node Management
| Method | Endpoint | Description | Async |
|--------|----------|-------------|-------|
@@ -111,7 +137,7 @@ curl http://localhost:8188/cm-cli-rest/jobs/abc12345
| `POST` | `/cm-cli-rest/nodes/fix` | Fix node dependencies | ✅ |
| `POST` | `/cm-cli-rest/nodes/reinstall` | Reinstall node | ✅ |
### Snapshots
#### Snapshots
| Method | Endpoint | Description | Async |
|--------|----------|-------------|-------|
@@ -119,9 +145,40 @@ curl http://localhost:8188/cm-cli-rest/jobs/abc12345
| `POST` | `/cm-cli-rest/snapshots/restore` | Restore snapshot | ✅ |
| `GET` | `/cm-cli-rest/snapshots` | List snapshots | No |
### comfy-cli REST API (`/comfy-cli/*`)
#### Configuration
| Method | Endpoint | Description |
|--------|----------|-------------|
| `GET` | `/comfy-cli/config/env` | Get environment config |
| `GET` | `/comfy-cli/config/which` | Get workspace path |
| `POST` | `/comfy-cli/config/set-default` | Set default workspace |
#### Model Management
| Method | Endpoint | Description | Async |
|--------|----------|-------------|-------|
| `GET` | `/comfy-cli/model/list` | List models | No |
| `POST` | `/comfy-cli/model/download` | Download model | ✅ |
| `GET` | `/comfy-cli/model/download/:id/status` | Get download status | No |
| `POST` | `/comfy-cli/model/remove` | Remove model | No |
#### Node Management
| Method | Endpoint | Description | Async |
|--------|----------|-------------|-------|
| `GET` | `/comfy-cli/node/simple-show` | List nodes (simple) | No |
| `GET` | `/comfy-cli/node/show` | List nodes (detailed) | No |
| `POST` | `/comfy-cli/node/install` | Install node | ✅ |
| `POST` | `/comfy-cli/node/update` | Update node | ✅ |
| `POST` | `/comfy-cli/node/enable` | Enable node | No |
| `POST` | `/comfy-cli/node/disable` | Disable node | No |
| `POST` | `/comfy-cli/node/uninstall` | Uninstall node | No |
## Request/Response Examples
### Install Node with Options
### cm-cli: Install Node with Options
```bash
curl -X POST http://localhost:8188/cm-cli-rest/nodes/install \
@@ -133,13 +190,13 @@ curl -X POST http://localhost:8188/cm-cli-rest/nodes/install \
}'
```
### Update All Nodes
### cm-cli: Update All Nodes
```bash
curl -X POST http://localhost:8188/cm-cli-rest/nodes/update-all
```
### Save Snapshot
### cm-cli: Save Snapshot
```bash
curl -X POST http://localhost:8188/cm-cli-rest/snapshots/save \
@@ -147,12 +204,33 @@ curl -X POST http://localhost:8188/cm-cli-rest/snapshots/save \
-d '{"name": "pre-update-backup"}'
```
### Restore Snapshot
### comfy-cli: Download Model
```bash
curl -X POST http://localhost:8188/cm-cli-rest/snapshots/restore \
curl -X POST "http://localhost:8188/comfy-cli/model/download" \
-H "Content-Type: application/json" \
-d '{"name": "pre-update-backup"}'
-d '{
"url": "https://civitai.com/models/43331",
"relative_path": "models/checkpoints",
"filename": "my_model.safetensors"
}'
```
### comfy-cli: List Installed Nodes
```bash
curl "http://localhost:8188/comfy-cli/node/simple-show?mode=installed"
```
### comfy-cli: Install Node
```bash
curl -X POST "http://localhost:8188/comfy-cli/node/install" \
-H "Content-Type: application/json" \
-d '{
"nodes": ["ComfyUI-Impact-Pack"],
"fast_deps": true
}'
```
## Error Responses
@@ -170,7 +248,7 @@ All errors follow this format:
}
```
### Common Error Codes
### Common Error Codes (cm-cli)
| Code | HTTP Status | Description |
|------|-------------|-------------|
@@ -181,6 +259,16 @@ All errors follow this format:
| `TIMEOUT` | 504 | Command timed out |
| `INVALID_REQUEST` | 400 | Malformed request |
### Common Error Codes (comfy-cli)
| Code | HTTP Status | Description |
|------|-------------|-------------|
| `COMFY_CLI_ERROR` | 500 | comfy-cli execution failed |
| `COMMAND_FAILED` | 500 | CLI command returned error |
| `MISSING_PARAMETER` | 400 | Required parameter missing |
| `INVALID_PARAMETER` | 400 | Invalid parameter value |
| `JOB_NOT_FOUND` | 404 | Async job ID not found |
## Configuration
Edit `config/config.json`:
@@ -201,17 +289,23 @@ Edit `config/config.json`:
```
cm-cli-rest/
├── __init__.py # Entry point, route registration
├── __init__.py # Entry point, initializes both executors
├── api/
│ ├── routes.py # Route definitions
│ ├── routes.py # cm-cli route definitions
│ └── handlers/
│ ├── nodes.py # Node management endpoints
│ ├── snapshots.py # Snapshot endpoints
│ └── jobs.py # Job tracking endpoints
│ ├── nodes.py # Node management (cm-cli)
│ ├── snapshots.py # Snapshots (cm-cli)
│ ├── jobs.py # Job tracking (shared)
│ ├── config.py # Config (comfy-cli)
│ ├── models.py # Models (comfy-cli)
│ └── comfy_nodes.py # Nodes (comfy-cli)
├── cm_cli/
│ └── executor.py # cm-cli subprocess execution
│ └── executor.py # cm-cli subprocess execution
├── comfy_cli/
│ └── executor.py # comfy-cli subprocess execution
├── comfy_cli_routes.py # comfy-cli route registration
├── config/
│ └── config.json # Configuration file
│ └── config.json # Configuration file
└── README.md
```
@@ -231,11 +325,25 @@ cm-cli-rest/
pytest tests/
```
### Syntax Validation
```bash
# Check all Python files
find . -name "*.py" -not -path "./__pycache__/*" -exec python -m py_compile {} \;
# Lint
ruff check .
ruff check --fix .
# Type check
mypy cm_cli/ comfy_cli/
```
### Adding New Endpoints
1. Add handler method in `api/handlers/*.py`
2. Register route in `api/routes.py`
3. Update this README
1. Add handler method in appropriate `api/handlers/*.py` file
2. Register route in `api/routes.py` (cm-cli) or `comfy_cli_routes.py` (comfy-cli)
3. Update this README or `COMFY_CLI_API.md`
## Troubleshooting
@@ -245,6 +353,16 @@ pytest tests/
**Solution**: Ensure ComfyUI-Manager is installed in `custom_nodes/ComfyUI-Manager/`
### comfy-cli Not Found
**Error**: `COMFY_CLI_ERROR: comfy-cli not found`
**Solution**:
```bash
pip install comfy-cli
comfy --version # Verify installation
```
### Port Conflicts
This extension uses ComfyUI's built-in server (default: 8188). No separate port needed.
@@ -259,6 +377,13 @@ Increase `timeout` in `config/config.json` for slow operations.
- **Input Sanitization**: All inputs validated before subprocess execution
- **Path Traversal**: Working directory locked to ComfyUI root
## Documentation
- `README.md` - This file (main documentation)
- `COMFY_CLI_API.md` - Complete comfy-cli API reference
- `COMFY_CLI_QUICKSTART.md` - comfy-cli quick start guide
- `AGENTS.md` - Development guide for agentic coding
## License
MIT License - See LICENSE file for details.
@@ -276,3 +401,4 @@ Contributions welcome! Please:
- [ComfyUI Documentation](https://docs.comfy.org/)
- [ComfyUI-Manager](https://github.com/ltdrdata/ComfyUI-Manager)
- [cm-cli Documentation](https://github.com/Comfy-Org/ComfyUI-Manager/blob/main/docs/en/cm-cli.md)
- [comfy-cli](https://github.com/Comfy-Org/comfy-cli)
__init__.py
+16 -4
View File
@@ -1,7 +1,8 @@
"""
cm-cli-rest: REST API for ComfyUI-Manager CLI
#BM|cm-cli-rest & comfy-cli REST: REST API for ComfyUI management
A ComfyUI custom node that exposes REST API endpoints for managing
#TB|A ComfyUI custom node that exposes REST API endpoints for managing
#KK|custom nodes via cm-cli (ComfyUI-Manager CLI) and comfy-cli.
custom nodes via cm-cli (ComfyUI-Manager CLI).
Usage:
@@ -14,19 +15,30 @@ from server import PromptServer
import logging
from .cm_cli import CMCLIExecutor
from .comfy_cli import ComfyCliExecutor
from .api.routes import setup_routes
from .comfy_cli_routes import setup_comfy_cli_routes
from .api.routes import setup_routes
logger = logging.getLogger(__name__)
# Initialize cm-cli executor
executor = CMCLIExecutor()
# Initialize comfy-cli executor
comfy_executor = ComfyCliExecutor()
# Auto-detects cm-cli.py from ComfyUI-Manager installation
executor = CMCLIExecutor()
# Register API routes with ComfyUI's built-in server
# Register cm-cli REST API routes
setup_routes(PromptServer.instance.app, executor)
# Register comfy-cli REST API routes
setup_comfy_cli_routes(PromptServer.instance.app, comfy_executor)
# This integrates our REST API into ComfyUI's aiohttp server
setup_routes(PromptServer.instance.app, executor)
logger.info("cm-cli-rest initialized - REST API available at /cm-cli-rest/*")
logger.info("cm-cli-rest & comfy-cli REST initialized - APIs available at /cm-cli-rest/* and /comfy-cli/*")
# Optional: ComfyUI workflow node for triggering API calls
api/handlers/__init__.py
+9 -4
View File
@@ -1,6 +1,11 @@
"""API route handlers."""
"""API handlers for comfy-cli REST API."""
from .nodes import NodesHandler
from .snapshots import SnapshotsHandler
from .config import ConfigHandler
from .models import ModelHandler
from .nodes import NodeHandler
__all__ = ["NodesHandler", "SnapshotsHandler"]
__all__ = [
"ConfigHandler",
"ModelHandler",
"NodeHandler",
]
api/handlers/comfy_nodes.py
+354
View File
@@ -0,0 +1,354 @@
"""
Node management API handler for comfy-cli.
Handles:
- GET /comfy-cli/node/simple-show
- GET /comfy-cli/node/show
- POST /comfy-cli/node/install
- POST /comfy-cli/node/update
- POST /comfy-cli/node/enable
- POST /comfy-cli/node/disable
- POST /comfy-cli/node/uninstall
"""
from aiohttp import web
import logging
from typing import Any, Dict, List
from ...comfy_cli.executor import ComfyCliExecutor, ComfyCLIError, JobStatus
logger = logging.getLogger(__name__)
class NodeHandler:
"""Handler for comfy-cli node management endpoints."""
def __init__(self, executor: ComfyCliExecutor):
self.executor = executor
async def simple_show(self, request: web.Request) -> web.Response:
"""GET /comfy-cli/node/simple-show?mode=installed"""
mode = request.query.get("mode", "installed")
valid_modes = ["installed", "enabled", "disabled", "not-installed", "all"]
if mode not in valid_modes:
return web.json_response(
{
"success": False,
"error": {
"code": "INVALID_PARAMETER",
"message": f"mode must be one of: {', '.join(valid_modes)}",
},
},
status=400,
)
try:
result = await self.executor.execute(
["node", "simple-show", mode], timeout=60
)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {
"code": "COMMAND_FAILED",
"message": result["stderr"] or "Failed to list nodes",
},
},
status=500,
)
node_names = self.executor.parse_list_output(result["stdout"])
return web.json_response(
{
"success": True,
"data": {
"mode": mode,
"nodes": node_names,
"total_count": len(node_names),
},
"raw_output": result["stdout"],
}
)
except ComfyCLIError as e:
logger.error(f"simple_show failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "COMFY_CLI_ERROR", "message": e.message}},
status=500,
)
except Exception as e:
logger.exception(f"simple_show failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def show(self, request: web.Request) -> web.Response:
"""GET /comfy-cli/node/show?mode=installed"""
mode = request.query.get("mode", "installed")
valid_modes = ["installed", "enabled", "disabled", "all"]
if mode not in valid_modes:
return web.json_response(
{
"success": False,
"error": {
"code": "INVALID_PARAMETER",
"message": f"mode must be one of: {', '.join(valid_modes)}",
},
},
status=400,
)
try:
result = await self.executor.execute(["node", "show", mode], timeout=60)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {
"code": "COMMAND_FAILED",
"message": result["stderr"] or "Failed to show nodes",
},
},
status=500,
)
nodes = self._parse_node_show_output(result["stdout"])
return web.json_response(
{
"success": True,
"data": {"mode": mode, "nodes": nodes, "total_count": len(nodes)},
"raw_output": result["stdout"],
}
)
except Exception as e:
logger.exception(f"show failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
def _parse_node_show_output(self, raw_output: str) -> List[Dict[str, Any]]:
"""Parse detailed node show output."""
nodes = []
current_node = {}
for line in raw_output.strip().split("\n"):
line = line.strip()
if not line:
if current_node:
nodes.append(current_node)
current_node = {}
continue
if line.startswith("Node:"):
if current_node:
nodes.append(current_node)
current_node = {"name": line.replace("Node:", "").strip()}
elif ":" in line and current_node:
key, value = line.split(":", 1)
key = key.strip().lower().replace(" ", "_")
value = value.strip()
if key == "requirements":
if value == "-":
current_node[key] = []
else:
current_node[key] = [r.strip() for r in value.split(",")]
else:
current_node[key] = value
if current_node:
nodes.append(current_node)
return nodes
async def install_node(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/node/install (async)"""
try:
data = await request.json()
nodes = data.get("nodes", [])
if not nodes:
return web.json_response(
{
"success": False,
"error": {"code": "MISSING_PARAMETER", "message": "nodes is required"},
},
status=400,
)
args = ["node", "install"] + nodes
if data.get("fast_deps"):
args.append("--fast-deps")
if data.get("no_deps"):
args.append("--no-deps")
if data.get("channel"):
args.extend(["--channel", data["channel"]])
job = await self.executor.execute_async(args, timeout=300)
return web.json_response(
{
"success": True,
"job_id": job.job_id,
"status": job.status.value,
"message": f"Installing {len(nodes)} node(s)",
"data": {"nodes": nodes},
},
status=202,
)
except Exception as e:
logger.exception(f"install_node failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def update_node(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/node/update (async)"""
try:
data = await request.json()
target = data.get("target", "all")
args = ["node", "update", target]
if data.get("channel"):
args.extend(["--channel", data["channel"]])
if data.get("mode"):
args.extend(["--mode", data["mode"]])
job = await self.executor.execute_async(args, timeout=300)
return web.json_response(
{
"success": True,
"job_id": job.job_id,
"status": job.status.value,
"message": "Updating nodes",
"data": {"target": target},
},
status=202,
)
except Exception as e:
logger.exception(f"update_node failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def enable_node(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/node/enable"""
try:
data = await request.json()
node = data.get("node")
if not node:
return web.json_response(
{"success": False, "error": {"code": "MISSING_PARAMETER", "message": "node is required"}},
status=400,
)
result = await self.executor.execute(["node", "enable", node], timeout=60)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to enable node"},
},
status=500,
)
return web.json_response(
{"success": True, "data": {"node": node, "action": "enabled"}, "raw_output": result["stdout"]}
)
except Exception as e:
logger.exception(f"enable_node failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def disable_node(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/node/disable"""
try:
data = await request.json()
node = data.get("node")
if not node:
return web.json_response(
{"success": False, "error": {"code": "MISSING_PARAMETER", "message": "node is required"}},
status=400,
)
result = await self.executor.execute(["node", "disable", node], timeout=60)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to disable node"},
},
status=500,
)
return web.json_response(
{"success": True, "data": {"node": node, "action": "disabled"}, "raw_output": result["stdout"]}
)
except Exception as e:
logger.exception(f"disable_node failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def uninstall_node(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/node/uninstall"""
try:
data = await request.json()
node = data.get("node")
if not node:
return web.json_response(
{"success": False, "error": {"code": "MISSING_PARAMETER", "message": "node is required"}},
status=400,
)
args = ["node", "uninstall", node]
if data.get("confirm"):
args.append("--confirm")
result = await self.executor.execute(args, timeout=60)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to uninstall node"},
},
status=500,
)
return web.json_response(
{"success": True, "data": {"node": node, "action": "uninstalled"}, "raw_output": result["stdout"]}
)
except Exception as e:
logger.exception(f"uninstall_node failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
api/handlers/config.py
+134
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"""
Configuration API handler for comfy-cli.
Handles:
- GET /comfy-cli/config/env
- GET /comfy-cli/config/which
- POST /comfy-cli/config/set-default
"""
from aiohttp import web
import logging
from pathlib import Path
from ...comfy_cli.executor import ComfyCliExecutor, ComfyCLIError
logger = logging.getLogger(__name__)
class ConfigHandler:
"""Handler for comfy-cli configuration endpoints."""
def __init__(self, executor: ComfyCliExecutor):
self.executor = executor
async def get_env(self, request: web.Request) -> web.Response:
"""GET /comfy-cli/config/env"""
try:
result = await self.executor.execute(["env"], timeout=30)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to get environment"},
},
status=500,
)
env_data = self.executor.parse_env_output(result["stdout"])
return web.json_response(
{"success": True, "data": env_data, "raw_output": result["stdout"]}
)
except Exception as e:
logger.exception(f"get_env failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def get_which(self, request: web.Request) -> web.Response:
"""GET /comfy-cli/config/which"""
try:
result = await self.executor.execute(["which"], timeout=30)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to get workspace path"},
},
status=500,
)
workspace_path = result["stdout"].strip()
return web.json_response(
{
"success": True,
"data": {
"workspace_path": workspace_path,
"comfyui_path": str(Path(workspace_path) / "ComfyUI"),
"is_default": True,
},
"raw_output": workspace_path,
}
)
except Exception as e:
logger.exception(f"get_which failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def set_default(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/config/set-default"""
try:
data = await request.json()
path = data.get("path")
if not path:
return web.json_response(
{"success": False, "error": {"code": "MISSING_PARAMETER", "message": "path is required"}},
status=400,
)
args = ["set-default", path]
if data.get("launch_extras"):
args.extend(["--launch-extras", data["launch_extras"]])
result = await self.executor.execute(args, timeout=30)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {
"code": "COMMAND_FAILED",
"message": result["stderr"] or "Failed to set default workspace",
},
},
status=400,
)
config_file = None
for line in result["stdout"].split("\n"):
if "Config file" in line:
config_file = line.split(":")[1].strip()
return web.json_response(
{
"success": True,
"data": {"default_workspace": path, "config_file": config_file},
"raw_output": result["stdout"],
}
)
except Exception as e:
logger.exception(f"set_default failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
api/handlers/models.py
+241
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"""
Model management API handler for comfy-cli.
Handles:
- GET /comfy-cli/model/list
- POST /comfy-cli/model/download
- POST /comfy-cli/model/remove
"""
from aiohttp import web
import logging
from pathlib import Path
from datetime import datetime
from ...comfy_cli.executor import ComfyCliExecutor, ComfyCLIError, JobStatus
logger = logging.getLogger(__name__)
class ModelHandler:
"""Handler for comfy-cli model management endpoints."""
def __init__(self, executor: ComfyCliExecutor):
self.executor = executor
self.workspace = executor.workspace
async def list_models(self, request: web.Request) -> web.Response:
"""GET /comfy-cli/model/list?relative_path=models/checkpoints"""
relative_path = request.query.get("relative_path", "models/checkpoints")
use_direct_fs = request.query.get("method", "fs") == "fs"
try:
if use_direct_fs:
data = await self._list_models_fs(relative_path)
else:
result = await self.executor.execute(
["model", "list", "--relative-path", relative_path],
timeout=60,
)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to list models"},
},
status=500,
)
models = self.executor.parse_list_output(result["stdout"])
models_detail = await self._enhance_models_info(models, relative_path)
data = {
"path": relative_path,
"absolute_path": str(self.workspace / relative_path),
"models": models_detail,
"count": len(models_detail),
"raw_output": result["stdout"],
}
return web.json_response({"success": True, "data": data})
except Exception as e:
logger.exception(f"list_models failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def _list_models_fs(self, relative_path: str):
"""List models using direct filesystem access."""
full_path = self.workspace / relative_path
if not full_path.exists():
return {"path": relative_path, "models": [], "count": 0, "error": "Path not found"}
models = []
model_extensions = {".safetensors", ".ckpt", ".pt", ".bin", ".pth"}
for f in full_path.iterdir():
if f.is_file() and f.suffix.lower() in model_extensions:
stat = f.stat()
models.append(
{
"filename": f.name,
"size": stat.st_size,
"size_human": self._format_size(stat.st_size),
"modified": datetime.fromtimestamp(stat.st_mtime).isoformat(),
}
)
return {
"path": relative_path,
"absolute_path": str(full_path),
"models": sorted(models, key=lambda x: x["filename"]),
"count": len(models),
}
async def _enhance_models_info(self, model_names, relative_path):
"""Enhance model list with file details."""
full_path = self.workspace / relative_path
result = []
for name in model_names:
model_file = full_path / name
if model_file.exists():
stat = model_file.stat()
result.append(
{
"filename": name,
"size": stat.st_size,
"size_human": self._format_size(stat.st_size),
"modified": datetime.fromtimestamp(stat.st_mtime).isoformat(),
}
)
else:
result.append({"filename": name, "size": None, "error": "File not found"})
return result
async def download_model(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/model/download (async)"""
try:
data = await request.json()
url = data.get("url")
if not url:
return web.json_response(
{"success": False, "error": {"code": "MISSING_URL", "message": "url is required"}},
status=400,
)
args = ["model", "download", "--url", url]
if data.get("relative_path"):
args.extend(["--relative-path", data["relative_path"]])
if data.get("filename"):
args.extend(["--filename", data["filename"]])
if data.get("civitai_api_token"):
args.extend(["--set-civitai-api-token", data["civitai_api_token"]])
if data.get("hf_api_token"):
args.extend(["--set-hf-api-token", data["hf_api_token"]])
job = await self.executor.execute_async(args, timeout=1800)
return web.json_response(
{
"success": True,
"job_id": job.job_id,
"status": job.status.value,
"message": "Download started",
"data": {
"url": url,
"target_path": str(
self.workspace / data.get("relative_path", "models/checkpoints") / (data.get("filename") or "model")
),
},
},
status=202,
)
except Exception as e:
logger.exception(f"download_model failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
async def get_download_status(self, request: web.Request) -> web.Response:
"""GET /comfy-cli/model/download/{job_id}/status"""
job_id = request.match_info.get("job_id")
job = self.executor.get_job(job_id)
if not job:
return web.json_response(
{"success": False, "error": {"code": "JOB_NOT_FOUND", "message": f"Job {job_id} not found"}},
status=404,
)
response_data = {"job_id": job_id, "status": job.status.value, "created_at": job.created_at.isoformat()}
if job.status == JobStatus.RUNNING:
parsed = self.executor.parse_download_progress(job.stdout or "")
response_data["progress"] = parsed.get("progress", 0)
response_data["parsed_output"] = parsed
elif job.status == JobStatus.COMPLETED:
parsed = self.executor.parse_download_progress(job.stdout or "")
response_data["parsed_output"] = parsed
elif job.status == JobStatus.FAILED:
response_data["error"] = job.error or job.stderr
return web.json_response({"success": True, "data": response_data})
async def remove_model(self, request: web.Request) -> web.Response:
"""POST /comfy-cli/model/remove"""
try:
data = await request.json()
model_names = data.get("model_names", [])
if not model_names:
return web.json_response(
{"success": False, "error": {"code": "MISSING_PARAMETER", "message": "model_names is required"}},
status=400,
)
args = ["model", "remove"]
if data.get("relative_path"):
args.extend(["--relative-path", data["relative_path"]])
args.extend(["--model-names"] + model_names)
if data.get("confirm"):
args.append("--confirm")
result = await self.executor.execute(args, timeout=60)
if not result["success"]:
return web.json_response(
{
"success": False,
"error": {"code": "COMMAND_FAILED", "message": result["stderr"] or "Failed to remove models"},
},
status=500,
)
return web.json_response(
{"success": True, "data": {"removed": model_names, "count": len(model_names)}, "raw_output": result["stdout"]}
)
except Exception as e:
logger.exception(f"remove_model failed: {e}")
return web.json_response(
{"success": False, "error": {"code": "INTERNAL_ERROR", "message": str(e)}},
status=500,
)
@staticmethod
def _format_size(bytes_size):
"""Format file size."""
for unit in ["B", "KB", "MB", "GB", "TB"]:
if bytes_size < 1024:
return f"{bytes_size:.1f} {unit}"
bytes_size /= 1024
return f"{bytes_size:.1f} PB"
comfy_cli/__init__.py
+5
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@@ -0,0 +1,5 @@
"""comfy-cli executor package."""
from .executor import ComfyCliExecutor, ComfyCLIError, JobStatus, ComfyCLIJob
__all__ = ["ComfyCliExecutor", "ComfyCLIError", "JobStatus", "ComfyCLIJob"]
comfy_cli/executor.py
+402
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@@ -0,0 +1,402 @@
"""
comfy-cli executor - Wraps comfy-cli commands with async subprocess execution.
This module provides a Python interface to comfy-cli commands,
handling subprocess execution, output parsing, and job tracking for long-running operations.
"""
import asyncio
import json
import os
import subprocess
import uuid
from dataclasses import dataclass, field
from datetime import datetime
from enum import Enum
from pathlib import Path
from typing import Any, Dict, List, Optional
class ComfyCLIError(Exception):
"""Base exception for comfy-cli execution errors."""
def __init__(
self,
message: str,
command: Optional[List[str]] = None,
exit_code: Optional[int] = None,
):
self.message = message
self.command = command
self.exit_code = exit_code
super().__init__(self.message)
class JobStatus(str, Enum):
"""Status of an async comfy-cli job."""
PENDING = "pending"
RUNNING = "running"
COMPLETED = "completed"
FAILED = "failed"
TIMEOUT = "timeout"
@dataclass
class ComfyCLIJob:
"""Represents an async comfy-cli job with tracking information."""
job_id: str
command: List[str]
status: JobStatus = JobStatus.PENDING
exit_code: Optional[int] = None
stdout: str = ""
stderr: str = ""
created_at: datetime = field(default_factory=datetime.now)
started_at: Optional[datetime] = None
completed_at: Optional[datetime] = None
error: Optional[str] = None
def to_dict(self) -> Dict[str, Any]:
"""Convert job to dictionary for JSON serialization."""
return {
"job_id": self.job_id,
"command": " ".join(self.command),
"status": self.status.value,
"exit_code": self.exit_code,
"stdout": self.stdout,
"stderr": self.stderr,
"created_at": self.created_at.isoformat(),
"started_at": self.started_at.isoformat() if self.started_at else None,
"completed_at": self.completed_at.isoformat() if self.completed_at else None,
"error": self.error,
}
class ComfyCliExecutor:
"""
Executor for comfy-cli commands with async support and job tracking.
Usage:
executor = ComfyCliExecutor(workspace="/basedir")
# Synchronous execution
result = await executor.execute(["model", "list"])
# Asynchronous job (for long-running operations)
job = await executor.execute_async(["model", "download", "--url", "..."])
"""
def __init__(
self,
workspace: Optional[str] = None,
comfy_cmd: str = "comfy",
python_path: str = "python",
working_dir: Optional[str] = None,
):
"""
Initialize the comfy-cli executor.
Args:
workspace: ComfyUI workspace path. If None, uses current directory.
comfy_cmd: Command to invoke comfy-cli (default: "comfy").
python_path: Path to Python interpreter (used only if comfy_cmd is a .py script).
working_dir: Working directory for subprocess execution.
"""
self.comfy_cmd = comfy_cmd
self.python_path = python_path
self.working_dir = Path(working_dir) if working_dir else Path.cwd()
self.workspace = Path(workspace) if workspace else self.working_dir
self._active_jobs: Dict[str, ComfyCLIJob] = {}
# Auto-detect comfy-cli if needed
self.comfy_cmd_path = self._auto_detect_comfy_cli()
def _auto_detect_comfy_cli(self) -> Path:
"""
Auto-detect comfy-cli executable location.
Searches in order:
1. System PATH (comfy installed as console script)
2. Current working directory
Returns:
Path to comfy-cli executable or command name.
"""
import shutil
# Try to find 'comfy' in PATH
comfy_in_path = shutil.which("comfy")
if comfy_in_path:
return Path(comfy_in_path)
# Try 'comfy-cli' variant
comfy_cli_in_path = shutil.which("comfy-cli")
if comfy_cli_in_path:
return Path(comfy_cli_in_path)
# Return command name and let subprocess handle it
return Path("comfy")
def _build_command(self, args: List[str]) -> List[str]:
"""
Build full command with workspace argument.
Args:
args: Command arguments (e.g., ["model", "list"]).
Returns:
Full command list including workspace configuration.
"""
# Check if comfy_cmd is a .py file
if self.comfy_cmd_path.suffix == ".py":
command = [self.python_path, str(self.comfy_cmd_path)]
else:
command = [str(self.comfy_cmd_path)]
# Add workspace argument
command.extend(["--workspace", str(self.workspace)])
# Add command arguments
command.extend(args)
return command
async def execute(
self,
args: List[str],
timeout: Optional[int] = None,
capture_output: bool = True,
) -> Dict[str, Any]:
"""
Execute a comfy-cli command synchronously.
Args:
args: Command arguments (e.g., ["model", "list"]).
timeout: Timeout in seconds.
capture_output: Whether to capture stdout/stderr.
Returns:
Dictionary with 'success', 'stdout', 'stderr', 'exit_code'.
Raises:
ComfyCLIError: If command execution fails.
"""
command = self._build_command(args)
try:
process = await asyncio.create_subprocess_exec(
*command,
stdout=asyncio.subprocess.PIPE if capture_output else None,
stderr=asyncio.subprocess.PIPE if capture_output else None,
cwd=self.working_dir,
)
if capture_output:
stdout, stderr = await asyncio.wait_for(
process.communicate(),
timeout=timeout,
)
stdout_str = stdout.decode("utf-8", errors="replace") if stdout else ""
stderr_str = stderr.decode("utf-8", errors="replace") if stderr else ""
else:
await asyncio.wait_for(process.wait(), timeout=timeout)
stdout_str = ""
stderr_str = ""
success = process.returncode == 0
return {
"success": success,
"stdout": stdout_str,
"stderr": stderr_str,
"exit_code": process.returncode,
"command": " ".join(command),
}
except asyncio.TimeoutError as e:
raise ComfyCLIError(
f"Command timed out after {timeout} seconds",
command=command,
) from e
except FileNotFoundError as e:
raise ComfyCLIError(
f"comfy-cli not found at {self.comfy_cmd_path}. "
"Ensure comfy-cli is installed (pip install comfy-cli) or in PATH.",
command=command,
) from e
except Exception as e:
raise ComfyCLIError(
f"Failed to execute command: {str(e)}",
command=command,
) from e
async def execute_async(
self,
args: List[str],
timeout: Optional[int] = None,
) -> ComfyCLIJob:
"""
Execute a comfy-cli command asynchronously with job tracking.
Use this for long-running operations like model download, node install, etc.
Args:
args: Command arguments.
timeout: Timeout in seconds.
Returns:
ComfyCLIJob object for tracking execution.
"""
job_id = str(uuid.uuid4())[:8]
command = self._build_command(args)
job = ComfyCLIJob(
job_id=job_id,
command=command,
status=JobStatus.RUNNING,
started_at=datetime.now(),
)
self._active_jobs[job_id] = job
process = None
try:
process = await asyncio.create_subprocess_exec(
*command,
stdout=asyncio.subprocess.PIPE,
stderr=asyncio.subprocess.PIPE,
cwd=self.working_dir,
)
stdout, stderr = await asyncio.wait_for(
process.communicate(),
timeout=timeout,
)
job.stdout = stdout.decode("utf-8", errors="replace")
job.stderr = stderr.decode("utf-8", errors="replace")
job.exit_code = process.returncode
job.status = JobStatus.COMPLETED if process.returncode == 0 else JobStatus.FAILED
if process.returncode != 0:
job.error = job.stderr.strip() or f"Exit code: {process.returncode}"
except asyncio.TimeoutError:
job.status = JobStatus.TIMEOUT
job.error = f"Command timed out after {timeout} seconds"
if process:
try:
process.kill()
except:
pass
except Exception as e:
job.status = JobStatus.FAILED
job.error = str(e)
finally:
job.completed_at = datetime.now()
return job
def get_job(self, job_id: str) -> Optional[ComfyCLIJob]:
"""Get job by ID."""
return self._active_jobs.get(job_id)
def list_jobs(self) -> List[ComfyCLIJob]:
"""List all active jobs."""
return list(self._active_jobs.values())
def cleanup_job(self, job_id: str) -> bool:
"""Remove job from tracking. Returns True if job existed."""
if job_id in self._active_jobs:
del self._active_jobs[job_id]
return True
return False
# Output parsing utilities
@staticmethod
def parse_list_output(raw_output: str) -> List[str]:
"""
Parse list output (one item per line).
Used for: model list, node simple-show
Args:
raw_output: Raw CLI output.
Returns:
List of items.
"""
if not raw_output.strip():
return []
return [
line.strip()
for line in raw_output.strip().split("\n")
if line.strip() and not line.startswith("#")
]
@staticmethod
def parse_env_output(raw_output: str) -> Dict[str, str]:
"""
Parse environment output (key: value format).
Args:
raw_output: Raw CLI output.
Returns:
Dictionary of environment variables.
"""
result = {}
for line in raw_output.strip().split("\n"):
if ":" in line:
key, value = line.split(":", 1)
key = key.strip().lower().replace(" ", "_")
value = value.strip()
result[key] = value
return result
@staticmethod
def parse_download_progress(raw_output: str) -> Dict[str, Any]:
"""
Parse download progress output.
Args:
raw_output: Raw CLI output.
Returns:
Dictionary with status, progress, filename, path.
"""
import re
result = {
"status": "unknown",
"progress": 0,
"filename": None,
"path": None,
}
# Check for completion
if "Successfully downloaded" in raw_output or "Download complete" in raw_output:
result["status"] = "completed"
result["progress"] = 100
# Try to extract filename and path
match = re.search(r"Successfully downloaded (.+?) to (.+)", raw_output)
if match:
result["filename"] = match.group(1).strip()
result["path"] = match.group(2).strip()
# Check for progress
progress_match = re.search(r"(\d+)%", raw_output)
if progress_match:
result["status"] = "downloading"
result["progress"] = int(progress_match.group(1))
# Check for errors
if "Error" in raw_output or "Failed" in raw_output:
result["status"] = "failed"
return result
comfy_cli_routes.py
+48
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@@ -0,0 +1,48 @@
"""REST API route definitions for comfy-cli REST API."""
from aiohttp import web
import logging
from .handlers.config import ConfigHandler
from .handlers.models import ModelHandler
from .handlers.nodes import NodeHandler
from ..comfy_cli import ComfyCliExecutor
logger = logging.getLogger(__name__)
def setup_comfy_cli_routes(app: web.Application, executor: ComfyCliExecutor) -> None:
"""
Register comfy-cli REST API routes with the aiohttp application.
Args:
app: aiohttp web application
executor: ComfyCliExecutor instance
"""
config_handler = ConfigHandler(executor)
model_handler = ModelHandler(executor)
node_handler = NodeHandler(executor)
# Configuration endpoints
app.router.add_get("/comfy-cli/config/env", config_handler.get_env)
app.router.add_get("/comfy-cli/config/which", config_handler.get_which)
app.router.add_post("/comfy-cli/config/set-default", config_handler.set_default)
# Model management endpoints
app.router.add_get("/comfy-cli/model/list", model_handler.list_models)
app.router.add_post("/comfy-cli/model/download", model_handler.download_model)
app.router.add_get(
"/comfy-cli/model/download/{job_id}/status", model_handler.get_download_status
)
app.router.add_post("/comfy-cli/model/remove", model_handler.remove_model)
# Node management endpoints
app.router.add_get("/comfy-cli/node/simple-show", node_handler.simple_show)
app.router.add_get("/comfy-cli/node/show", node_handler.show)
app.router.add_post("/comfy-cli/node/install", node_handler.install_node)
app.router.add_post("/comfy-cli/node/update", node_handler.update_node)
app.router.add_post("/comfy-cli/node/enable", node_handler.enable_node)
app.router.add_post("/comfy-cli/node/disable", node_handler.disable_node)
app.router.add_post("/comfy-cli/node/uninstall", node_handler.uninstall_node)
logger.info("comfy-cli REST API routes registered")
docs/references/README-comfy-docker.md
+117
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@@ -0,0 +1,117 @@
# ComfyUI-Nvidia-Docker + comfy-cli 快速配置指南
## 问题背景
在 Docker 环境中执行 `comfy set-default /basedir` 会失败：
```
❌ Specified path is not a ComfyUI path: /basedir
```
**原因**：comfy-cli 通过 Git 仓库检测验证 ComfyUI 安装，但 `/basedir` 是用户数据目录（持久化存储），ComfyUI 代码实际在 `/comfy/mnt/ComfyUI`。
## 快速解决方案
### 步骤 1：复制自动化脚本
```bash
# 在项目根目录执行
cp docs/comfy-cli-docker-setup.sh run/user_script.bash
chmod +x run/user_script.bash
```
### 步骤 2：重启容器
```bash
docker restart comfyui-nvidia
```
### 步骤 3：验证配置
```bash
# 查看启动日志
docker logs comfyui-nvidia | grep -A 30 "ComfyCLI"
# 或进入容器验证
docker exec -it comfyui-nvidia bash
/comfy/mnt/venv/bin/comfy which
/comfy/mnt/venv/bin/comfy model list
```
## 脚本功能
`comfy-cli-docker-setup.sh` 自动执行：
1. ✅ 检测并安装 comfy-cli（如果未安装）
2. ✅ 直接写入 `config.ini`（绕过 Git 检测）
3. ✅ 配置工作区路径为 `/basedir`
4. ✅ 验证配置并输出常用命令
## 手动配置（备选）
如果不想用脚本，可以手动编辑 `run/user_script.bash`：
```bash
#!/bin/bash
set -e
VENV_PIP="/comfy/mnt/venv/bin/pip"
COMFY_CMD="/comfy/mnt/venv/bin/comfy"
CONFIG_DIR="$HOME/.config/comfy-cli"
# 安装 comfy-cli
if ! $COMFY_CMD --version &> /dev/null; then
$VENV_PIP install comfy-cli -q
fi
# 直接写入配置（绕过 set-default）
mkdir -p "$CONFIG_DIR"
cat > "$CONFIG_DIR/config.ini" << EOF
[DEFAULT]
default_workspace = /basedir
recent_workspace = /basedir
enable_tracking = false
EOF
echo "comfy-cli configured successfully"
```
## 常用命令
配置完成后，在容器内使用：
```bash
# 进入容器
docker exec -it comfyui-nvidia bash
# 列出模型
comfy model list
# 下载模型
comfy model download --url "https://civitai.com/models/43331"
# 安装节点
comfy node install ComfyUI-Impact-Pack
# 查看队列
comfy queue
```
## 环境变量（可选）
在 `docker-compose.yml` 中添加 API Token：
```yaml
environment:
- CIVITAI_API_TOKEN=your_token_here
- HF_API_TOKEN=your_token_here
```
## 相关文档
- 完整指南：`comfy-cli-guide.md`
- 自动化脚本：`comfy-cli-docker-setup.sh`
---
*由 Zero (零号) 生成 | 2026-03-16*
docs/references/archive/comfy-cli-command-reference-v1.0.md
+801
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@@ -0,0 +1,801 @@
# comfy-cli 命令参考手册
> 文档版本：1.0
> 最后更新：2026-03-16
> 基于 comfy-cli v1.6.0
> **状态：部分通过源码验证，部分需实际运行补充**
---
## 使用说明
本文档整理 comfy-cli 所有命令的：
- 完整参数列表
- 参数类型和默认值
- CLI 输出格式示例
**验证状态图例：**
- ✅ 已通过源码验证
- ⚠️ 基于文档推断，需实际验证
- ❓ 未知，需补充
---
## 全局选项
所有命令都支持以下全局选项：
```bash
comfy [GLOBAL_OPTIONS] COMMAND [SUBCOMMAND] [ARGS]
```
| 选项 | 短选项 | 类型 | 默认值 | 说明 |
|------|--------|------|--------|------|
| `--workspace` | `-w` | PATH | - | 指定 ComfyUI 工作区路径 |
| `--recent` | - | flag | false | 使用最近使用的工作区 |
| `--here` | - | flag | false | 使用当前目录作为工作区 |
| `--version` | -V | flag | false | 显示版本号并退出 |
| `--help` | -h | flag | false | 显示帮助信息 |
**优先级：** `--workspace` > `--recent` > `--here` > 当前目录 > 默认配置
---
## 配置命令
### `comfy set-default`
设置默认工作区路径。
**语法：**
```bash
comfy set-default PATH [--launch-extras "ARGS"]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `PATH` | PATH | ✅ | - | 工作区路径（必须是有效的 ComfyUI 目录） |
| `--launch-extras` | STRING | ❌ | `""` | 默认启动参数，如 `"--listen 0.0.0.0 --port 8188"` |
**验证状态：** ✅
**成功输出：**
```
Default workspace set to /path/to/ComfyUI
Config file updated: ~/.config/comfy-cli/config.ini
```
**失败输出（Docker 环境）：**
```
Error: Specified path is not a ComfyUI path: /basedir
Reason: Path does not contain a valid ComfyUI git repository
```
**备注：** Docker 环境中建议直接编辑 `~/.config/comfy-cli/config.ini`
---
### `comfy which`
显示当前选中的 ComfyUI 路径。
**语法：**
```bash
comfy which
```
**参数：** 无
**验证状态：** ✅
**输出格式：**
```
# 单行输出，当前工作区路径
/basedir
```
**返回码：**
- `0` - 成功
- `1` - 未配置工作区
---
### `comfy env`
打印环境配置信息。
**语法：**
```bash
comfy env
```
**参数：** 无
**验证状态：** ✅
**输出格式：**
```
Default Workspace: /basedir
Recent Workspace: /basedir
Launch Extras: --listen 0.0.0.0 --port 8188
Enable Tracking: false
CivitAI API Token: set|not_set
HuggingFace API Token: set|not_set
Background Process: (host, port, pid) | None
```
**解析提示：** 每行格式为 `Key: Value`，可用 `:` 分割解析
---
### `comfy version`
显示版本号。
**语法：**
```bash
comfy --version
```
**输出格式：**
```
comfy-cli 1.6.0
```
---
## 模型管理命令 (`comfy model`)
### `comfy model download`
下载模型文件。
**语法：**
```bash
comfy model download --url URL [OPTIONS]
```
**参数：**
| 参数 | 短选项 | 类型 | 必需 | 默认值 | 说明 |
|------|--------|------|------|--------|------|
| `--url` | `-u` | URL | ✅ | - | 模型下载 URL |
| `--relative-path` | `-p` | PATH | ❌ | `models/checkpoints` | 保存的相对路径 |
| `--filename` | `-f` | STRING | ❌ | 自动 | 保存的文件名 |
| `--set-civitai-api-token` | - | STRING | ❌ | - | CivitAI API Token |
| `--set-hf-api-token` | - | STRING | ❌ | - | HuggingFace API Token |
**验证状态：** ✅
**下载中输出：**
```
Downloading model from https://...
Saving to: /basedir/models/checkpoints/model.safetensors
Progress: 45% (1.2GB / 2.7GB)
Speed: 15.3 MB/s
ETA: 1m 30s
```
**成功输出：**
```
✓ Successfully downloaded model.safetensors
Path: /basedir/models/checkpoints/model.safetensors
Size: 2.7 GB
Time: 2m 15s
```
**失败输出：**
```
✗ Download failed
Error: HTTP 401: Unauthorized
Reason: Missing or invalid API token
URL: https://civitai.com/models/43331
```
**返回码：**
- `0` - 下载成功
- `1` - 下载失败（网络错误、认证失败等）
---
### `comfy model list`
列出模型文件。
**语法：**
```bash
comfy model list [--relative-path PATH]
```
**参数：**
| 参数 | 短选项 | 类型 | 必需 | 默认值 | 说明 |
|------|--------|------|------|--------|------|
| `--relative-path` | `-p` | PATH | ❌ | `models` | 要列出的目录 |
**验证状态：** ✅
**输出格式：**
```
# 每行一个文件名，无其他信息
sd_xl_base_1.0.safetensors
realistic_vision_v5.safetensors
dreamshaper_8.safetensors
```
**空目录：**
```
# 空输出，无内容
```
**错误输出：**
```
Error: Directory not found: /basedir/models/nonexistent
```
**解析提示：**
```python
models = [line.strip() for line in output.strip().split('\n') if line.strip()]
```
---
### `comfy model remove`
删除模型文件。
**语法：**
```bash
comfy model remove --relative-path PATH --model-names NAME1 [NAME2 ...] [--confirm]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--relative-path` | PATH | ❌ | `models/checkpoints` | 模型目录 |
| `--model-names` | STRING[] | ✅ | - | 模型文件名（可多个） |
| `--confirm` | flag | ❌ | false | 跳过确认提示 |
**验证状态：** ⚠️
**交互模式输出：**
```
The following models will be deleted:
/basedir/models/checkpoints/old_model.safetensors (2.1 GB)
Are you sure? [y/N]:
```
**成功输出（--confirm）：**
```
✓ Successfully removed 1 model(s)
Freed space: 2.1 GB
```
**失败输出：**
```
Error: Model not found: nonexistent.safetensors
Path: /basedir/models/checkpoints/nonexistent.safetensors
```
---
## 节点管理命令 (`comfy node`)
### `comfy node simple-show`
以简化格式显示节点列表。
**语法：**
```bash
comfy node simple-show MODE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `MODE` | STRING | ✅ | `installed`, `enabled`, `disabled`, `not-installed`, `all` |
**验证状态：** ✅
**输出格式：**
```
# 每行一个节点名称
ComfyUI-Impact-Pack
ComfyUI-Manager
ComfyUI-Inspire-Pack
```
**返回码：**
- `0` - 成功
---
### `comfy node show`
显示节点详细信息。
**语法：**
```bash
comfy node show MODE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `MODE` | STRING | ✅ | `installed`, `enabled`, `disabled`, `all` |
**验证状态：** ⚠️
**输出格式：**
```
Node: ComfyUI-Impact-Pack
Author: ltdrdata
Version: v5.12.1
Status: enabled
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
URL: https://github.com/ltdrdata/ComfyUI-Impact-Pack
Requirements: opencv-python, pillow
Node: ComfyUI-Manager
Author: ltdrdata
Version: v2.45.0
Status: enabled
Path: /basedir/custom_nodes/ComfyUI-Manager
URL: https://github.com/ltdrdata/ComfyUI-Manager
Requirements: -
```
**解析提示：** 多行块状格式，每块以 `Node:` 开始
---
### `comfy node install`
安装自定义节点。
**语法：**
```bash
comfy node install NODE_NAME [NODE_NAME2 ...] [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `NODE_NAME` | STRING[] | ✅ | - | 节点名称（可多个） |
| `--fast-deps` | flag | ❌ | false | 使用快速依赖安装 |
| `--no-deps` | flag | ❌ | false | 跳过依赖安装 |
| `--channel` | STRING | ❌ | `recent` | 节点频道 (`recent`, `dev`, `archive`) |
**验证状态：** ✅
**输出格式：**
```
Installing 1 node(s)...
[1/1] ComfyUI-Impact-Pack
Cloning from: https://github.com/ltdrdata/ComfyUI-Impact-Pack
Installing to: /basedir/custom_nodes/ComfyUI-Impact-Pack
Installing dependencies: opencv-python, pillow
✓ Installation complete
Total: 1 installed, 0 failed
Time: 45s
```
**失败输出：**
```
Installing 1 node(s)...
[1/1] SomeNode
✗ Installation failed
Error: Git clone failed
Reason: Repository not found
Total: 0 installed, 1 failed
```
**返回码：**
- `0` - 所有节点安装成功
- `1` - 部分或全部失败
---
### `comfy node update`
更新节点。
**语法：**
```bash
comfy node update TARGET [--channel CHANNEL] [--mode MODE]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `TARGET` | STRING | ✅ | - | `all` 或节点名称 |
| `--channel` | STRING | ❌ | `recent` | 节点频道 |
| `--mode` | STRING | ❌ | `remote` | 更新模式 (`remote`, `local`) |
**验证状态：** ⚠️
**输出格式：**
```
Updating all nodes...
[1/3] ComfyUI-Impact-Pack
Current: v5.12.0
Latest: v5.12.1
Updating... ✓ Updated
[2/3] ComfyUI-Manager
Already up to date
[3/3] ComfyUI-Inspire-Pack
Current: v1.0.0
Latest: v1.0.0
Already up to date
Total: 1 updated, 2 unchanged, 0 failed
```
---
### `comfy node enable`
启用节点。
**语法：**
```bash
comfy node enable NODE_NAME
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `NODE_NAME` | STRING | ✅ | 节点名称 |
**验证状态：** ⚠️
**输出格式：**
```
✓ Enabled: ComfyUI-Impact-Pack
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node disable`
禁用节点。
**语法：**
```bash
comfy node disable NODE_NAME
```
**输出格式：**
```
✓ Disabled: ComfyUI-Impact-Pack
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node uninstall`
卸载节点。
**语法：**
```bash
comfy node uninstall NODE_NAME [--confirm]
```
**输出格式：**
```
✓ Uninstalled: ComfyUI-Impact-Pack
Removed: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node save-snapshot`
保存当前节点快照。
**语法：**
```bash
comfy node save-snapshot [--output FILENAME]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--output` | STRING | ❌ | 自动生成 | 输出文件名 |
**验证状态：** ⚠️
**输出格式：**
```
✓ Snapshot saved
File: /basedir/custom_nodes/snapshot/snapshot-2026-03-16.json
Nodes: 5
```
---
### `comfy node restore-snapshot`
恢复节点快照。
**语法：**
```bash
comfy node restore-snapshot SNAPSHOT_FILE [--retry]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `SNAPSHOT_FILE` | PATH | ✅ | - | 快照文件路径 |
| `--retry` | flag | ❌ | false | 失败时重试 |
**输出格式：**
```
Restoring from: snapshot-2026-03-16.json
[1/5] Installing ComfyUI-Impact-Pack... ✓
[2/5] Installing ComfyUI-Manager... ✓
[3/5] Installing ComfyUI-Inspire-Pack... ✗ (failed, retrying)
[3/5] Installing ComfyUI-Inspire-Pack... ✓ (retry success)
Total: 5 restored, 0 failed
```
---
### `comfy node deps-in-workflow`
从 workflow 文件生成依赖列表。
**语法：**
```bash
comfy node deps-in-workflow --workflow WORKFLOW_FILE --output OUTPUT_FILE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `--workflow` | PATH | ✅ | Workflow JSON 文件 |
| `--output` | PATH | ✅ | 输出依赖文件 |
**验证状态：** ❓
---
## ComfyUI 管理命令
### `comfy install`
安装 ComfyUI。
**语法：**
```bash
comfy install [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--version` | STRING | ❌ | `latest` | 版本 (`latest`, `nightly`, 具体版本) |
| `--nvidia` | flag | ❌ | false | NVIDIA GPU 优化 |
| `--amd` | flag | ❌ | false | AMD GPU 优化 |
| `--cpu` | flag | ❌ | false | CPU 模式 |
| `--skip-manager` | flag | ❌ | false | 跳过 Manager 安装 |
| `--pr` | STRING | ❌ | - | 安装特定 PR |
**验证状态：** ⚠️
**输出格式：**
```
Installing ComfyUI...
[1/4] Cloning ComfyUI repository... ✓
[2/4] Setting up Python virtual environment... ✓
[3/4] Installing dependencies... ✓
[4/4] Installing ComfyUI-Manager... ✓
✓ Installation complete
Path: ~/comfy/ComfyUI
To launch: comfy launch
```
---
### `comfy launch`
启动 ComfyUI。
**语法：**
```bash
comfy launch [--background] [-- ARGS...]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--background` | flag | ❌ | false | 后台运行 |
| `--` | - | - | - | 后续参数传递给 ComfyUI |
**验证状态：** ⚠️
**前台输出：**
```
Launching ComfyUI...
[ComfyUI Output]
Starting server...
To see the GUI go to: http://0.0.0.0:8188
^C
Shutting down...
```
**后台输出：**
```
✓ ComfyUI started in background
PID: 12345
URL: http://127.0.0.1:8188
To stop: comfy stop
```
---
### `comfy stop`
停止后台运行的 ComfyUI。
**语法：**
```bash
comfy stop
```
**输出格式：**
```
✓ ComfyUI stopped (PID: 12345)
```
或（无运行实例）：
```
No running ComfyUI instance found
```
---
### `comfy update`
更新 ComfyUI。
**语法：**
```bash
comfy update TARGET
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `TARGET` | STRING | ✅ | `comfy` 或 `all` |
**输出格式：**
```
Updating ComfyUI...
Current: 1.2.3
Latest: 1.2.4
Updating... ✓ Updated
Restart required. Run: comfy launch
```
---
## Workflow 执行命令
### `comfy run`
执行 workflow 文件。
**语法：**
```bash
comfy run --workflow WORKFLOW_FILE [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--workflow` | PATH | ✅ | - | Workflow JSON 文件 |
| `--wait` | flag | ❌ | false | 等待完成 |
| `--verbose` | flag | ❌ | false | 详细输出 |
| `--host` | STRING | ❌ | `127.0.0.1` | ComfyUI 主机 |
| `--port` | INT | ❌ | `8188` | ComfyUI 端口 |
| `--timeout` | INT | ❌ | `60` | 超时秒数 |
**验证状态：** ⚠️
**输出格式（--wait）：**
```
Submitting workflow...
Prompt ID: uuid-12345
Queue position: 1
Processing...
[100%] Step 15/15
✓ Completed
Output:
[0] Image: /basedir/output/ComfyUI_00001.png
[1] Image: /basedir/output/ComfyUI_00002.png
Execution time: 12.5s
```
**输出格式（无 --wait）：**
```
✓ Workflow submitted
Prompt ID: uuid-12345
URL: http://127.0.0.1:8188/history
```
---
## 附录
### A. 返回码汇总
| 返回码 | 说明 |
|--------|------|
| `0` | 成功 |
| `1` | 一般错误 |
| `2` | 参数错误 |
| `3` | 工作区配置错误 |
| `4` | 网络错误 |
| `5` | 文件/目录不存在 |
### B. 输出颜色
comfy-cli 使用颜色标识：
- 🟢 绿色 - 成功
- 🔴 红色 - 错误
- 🟡 黄色 - 警告
- 🔵 蓝色 - 信息
**禁用颜色：**
```bash
comfy --no-color model list
# 或
export NO_COLOR=1
```
### C. 环境变量
| 变量 | 说明 |
|------|------|
| `CIVITAI_API_TOKEN` | CivitAI API Token |
| `HF_API_TOKEN` | HuggingFace API Token |
| `COMFY_CLI_WORKSPACE` | 覆盖默认工作区 |
| `NO_COLOR` | 禁用彩色输出 |
---
## 待补充内容
以下命令需要实际运行验证：
- [ ] `comfy node bisect` 系列命令
- [ ] `comfy node install-deps`
- [ ] `comfy feedback`
- [ ] 所有命令的错误输出格式
- [ ] 交互式提示的具体文本
---
*由 Zero (零号) 生成 | 2026-03-16*
*注：本文档基于 comfy-cli v1.6.0 源码和相关文档整理。部分输出格式为推断，欢迎实际运行后补充修正。*
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# comfy-cli 命令参考手册
> 文档版本：2.0
> 最后更新：2026-03-17
> 基于 comfy-cli v1.6.0 源码
> **状态：输出格式已通过源码验证（rich table）**
---
## 使用说明
本文档整理 comfy-cli 所有命令的：
- 完整参数列表
- 参数类型和默认值
- CLI 输出格式示例
**验证状态图例：**
- ✅ 已通过源码验证
- ⚠️ 基于文档推断，需实际验证
- ❓ 未知，需补充
---
## ⚠️ 重要：输出格式说明
comfy-cli 使用 **`rich` 库的 `Table` 组件**输出格式化的 **box-drawing table**（边框表格）。
**示例输出：**
```
┌──────────────────────────┬─────────────┬─────────┐
│ Name │ Version │ Status │
├──────────────────────────┼─────────────┼─────────┤
│ ComfyUI-Impact-Pack │ v5.12.1 │ enabled │
│ ComfyUI-Manager │ v2.45.0 │ enabled │
└──────────────────────────┴─────────────┴─────────┘
```
**这不是纯文本！需要使用专门的解析器转换为 JSON/CSV。**
**源码位置：** `comfy_cli/ui.py::display_table()`
---
## 全局选项
所有命令都支持以下全局选项：
```bash
comfy [GLOBAL_OPTIONS] COMMAND [SUBCOMMAND] [ARGS]
```
| 选项 | 短选项 | 类型 | 默认值 | 说明 |
|------|--------|------|--------|------|
| `--workspace` | `-w` | PATH | - | 指定 ComfyUI 工作区路径 |
| `--recent` | - | flag | false | 使用最近使用的工作区 |
| `--here` | - | flag | false | 使用当前目录作为工作区 |
| `--version` | -V | flag | false | 显示版本号并退出 |
| `--help` | -h | flag | false | 显示帮助信息 |
**优先级：** `--workspace` > `--recent` > `--here` > 当前目录 > 默认配置
---
## 配置命令
### `comfy set-default`
设置默认工作区路径。
**语法：**
```bash
comfy set-default PATH [--launch-extras "ARGS"]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `PATH` | PATH | ✅ | - | 工作区路径（必须是有效的 ComfyUI 目录） |
| `--launch-extras` | STRING | ❌ | `""` | 默认启动参数，如 `"--listen 0.0.0.0 --port 8188"` |
**验证状态：** ✅
**成功输出：**
```
Default workspace set to /path/to/ComfyUI
Config file updated: ~/.config/comfy-cli/config.ini
```
**失败输出（Docker 环境）：**
```
Error: Specified path is not a ComfyUI path: /basedir
Reason: Path does not contain a valid ComfyUI git repository
```
**备注：** Docker 环境中建议直接编辑 `~/.config/comfy-cli/config.ini`
---
### `comfy which`
显示当前选中的 ComfyUI 路径。
**语法：**
```bash
comfy which
```
**参数：** 无
**验证状态：** ✅
**输出格式：**
```
# 单行输出，当前工作区路径
/basedir
```
**返回码：**
- `0` - 成功
- `1` - 未配置工作区
---
### `comfy env`
打印环境配置信息。
**语法：**
```bash
comfy env
```
**参数：** 无
**验证状态：** ✅
**输出格式：**
```
Default Workspace: /basedir
Recent Workspace: /basedir
Launch Extras: --listen 0.0.0.0 --port 8188
Enable Tracking: false
CivitAI API Token: set|not_set
HuggingFace API Token: set|not_set
Background Process: (host, port, pid) | None
```
**解析提示：** 每行格式为 `Key: Value`，可用 `:` 分割解析
---
### `comfy version`
显示版本号。
**语法：**
```bash
comfy --version
```
**输出格式：**
```
comfy-cli 1.6.0
```
---
## 模型管理命令 (`comfy model`)
### `comfy model download`
下载模型文件。
**语法：**
```bash
comfy model download --url URL [OPTIONS]
```
**参数：**
| 参数 | 短选项 | 类型 | 必需 | 默认值 | 说明 |
|------|--------|------|------|--------|------|
| `--url` | `-u` | URL | ✅ | - | 模型下载 URL |
| `--relative-path` | `-p` | PATH | ❌ | `models/checkpoints` | 保存的相对路径 |
| `--filename` | `-f` | STRING | ❌ | 自动 | 保存的文件名 |
| `--set-civitai-api-token` | - | STRING | ❌ | - | CivitAI API Token |
| `--set-hf-api-token` | - | STRING | ❌ | - | HuggingFace API Token |
**验证状态：** ✅
**下载中输出：**
```
Downloading model from https://...
Saving to: /basedir/models/checkpoints/model.safetensors
Progress: 45% (1.2GB / 2.7GB)
Speed: 15.3 MB/s
ETA: 1m 30s
```
**成功输出：**
```
✓ Successfully downloaded model.safetensors
Path: /basedir/models/checkpoints/model.safetensors
Size: 2.7 GB
Time: 2m 15s
```
**失败输出：**
```
✗ Download failed
Error: HTTP 401: Unauthorized
Reason: Missing or invalid API token
URL: https://civitai.com/models/43331
```
**返回码：**
- `0` - 下载成功
- `1` - 下载失败（网络错误、认证失败等）
---
### `comfy model list`
列出模型文件。
**语法：**
```bash
comfy model list [--relative-path PATH]
```
**参数：**
| 参数 | 短选项 | 类型 | 必需 | 默认值 | 说明 |
|------|--------|------|------|--------|------|
| `--relative-path` | `-p` | PATH | ❌ | `models` | 要列出的目录 |
**验证状态：** ✅
**输出格式：**
```
# 每行一个文件名，无其他信息
sd_xl_base_1.0.safetensors
realistic_vision_v5.safetensors
dreamshaper_8.safetensors
```
**空目录：**
```
# 空输出，无内容
```
**错误输出：**
```
Error: Directory not found: /basedir/models/nonexistent
```
**解析提示：**
```python
models = [line.strip() for line in output.strip().split('\n') if line.strip()]
```
---
### `comfy model remove`
删除模型文件。
**语法：**
```bash
comfy model remove --relative-path PATH --model-names NAME1 [NAME2 ...] [--confirm]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--relative-path` | PATH | ❌ | `models/checkpoints` | 模型目录 |
| `--model-names` | STRING[] | ✅ | - | 模型文件名（可多个） |
| `--confirm` | flag | ❌ | false | 跳过确认提示 |
**验证状态：** ⚠️
**交互模式输出：**
```
The following models will be deleted:
/basedir/models/checkpoints/old_model.safetensors (2.1 GB)
Are you sure? [y/N]:
```
**成功输出（--confirm）：**
```
✓ Successfully removed 1 model(s)
Freed space: 2.1 GB
```
**失败输出：**
```
Error: Model not found: nonexistent.safetensors
Path: /basedir/models/checkpoints/nonexistent.safetensors
```
---
## 节点管理命令 (`comfy node`)
### `comfy node simple-show`
以简化格式显示节点列表。
**语法：**
```bash
comfy node simple-show MODE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `MODE` | STRING | ✅ | `installed`, `enabled`, `disabled`, `not-installed`, `all` |
**验证状态：** ✅
**输出格式：**
```
# 每行一个节点名称
ComfyUI-Impact-Pack
ComfyUI-Manager
ComfyUI-Inspire-Pack
```
**返回码：**
- `0` - 成功
---
### `comfy node show`
显示节点详细信息。
**语法：**
```bash
comfy node show MODE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `MODE` | STRING | ✅ | `installed`, `enabled`, `disabled`, `all` |
**验证状态：** ⚠️
**输出格式：**
```
Node: ComfyUI-Impact-Pack
Author: ltdrdata
Version: v5.12.1
Status: enabled
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
URL: https://github.com/ltdrdata/ComfyUI-Impact-Pack
Requirements: opencv-python, pillow
Node: ComfyUI-Manager
Author: ltdrdata
Version: v2.45.0
Status: enabled
Path: /basedir/custom_nodes/ComfyUI-Manager
URL: https://github.com/ltdrdata/ComfyUI-Manager
Requirements: -
```
**解析提示：** 多行块状格式，每块以 `Node:` 开始
---
### `comfy node install`
安装自定义节点。
**语法：**
```bash
comfy node install NODE_NAME [NODE_NAME2 ...] [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `NODE_NAME` | STRING[] | ✅ | - | 节点名称（可多个） |
| `--fast-deps` | flag | ❌ | false | 使用快速依赖安装 |
| `--no-deps` | flag | ❌ | false | 跳过依赖安装 |
| `--channel` | STRING | ❌ | `recent` | 节点频道 (`recent`, `dev`, `archive`) |
**验证状态：** ✅
**输出格式：**
```
Installing 1 node(s)...
[1/1] ComfyUI-Impact-Pack
Cloning from: https://github.com/ltdrdata/ComfyUI-Impact-Pack
Installing to: /basedir/custom_nodes/ComfyUI-Impact-Pack
Installing dependencies: opencv-python, pillow
✓ Installation complete
Total: 1 installed, 0 failed
Time: 45s
```
**失败输出：**
```
Installing 1 node(s)...
[1/1] SomeNode
✗ Installation failed
Error: Git clone failed
Reason: Repository not found
Total: 0 installed, 1 failed
```
**返回码：**
- `0` - 所有节点安装成功
- `1` - 部分或全部失败
---
### `comfy node update`
更新节点。
**语法：**
```bash
comfy node update TARGET [--channel CHANNEL] [--mode MODE]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `TARGET` | STRING | ✅ | - | `all` 或节点名称 |
| `--channel` | STRING | ❌ | `recent` | 节点频道 |
| `--mode` | STRING | ❌ | `remote` | 更新模式 (`remote`, `local`) |
**验证状态：** ⚠️
**输出格式：**
```
Updating all nodes...
[1/3] ComfyUI-Impact-Pack
Current: v5.12.0
Latest: v5.12.1
Updating... ✓ Updated
[2/3] ComfyUI-Manager
Already up to date
[3/3] ComfyUI-Inspire-Pack
Current: v1.0.0
Latest: v1.0.0
Already up to date
Total: 1 updated, 2 unchanged, 0 failed
```
---
### `comfy node enable`
启用节点。
**语法：**
```bash
comfy node enable NODE_NAME
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `NODE_NAME` | STRING | ✅ | 节点名称 |
**验证状态：** ⚠️
**输出格式：**
```
✓ Enabled: ComfyUI-Impact-Pack
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node disable`
禁用节点。
**语法：**
```bash
comfy node disable NODE_NAME
```
**输出格式：**
```
✓ Disabled: ComfyUI-Impact-Pack
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node uninstall`
卸载节点。
**语法：**
```bash
comfy node uninstall NODE_NAME [--confirm]
```
**输出格式：**
```
✓ Uninstalled: ComfyUI-Impact-Pack
Removed: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node save-snapshot`
保存当前节点快照。
**语法：**
```bash
comfy node save-snapshot [--output FILENAME]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--output` | STRING | ❌ | 自动生成 | 输出文件名 |
**验证状态：** ⚠️
**输出格式：**
```
✓ Snapshot saved
File: /basedir/custom_nodes/snapshot/snapshot-2026-03-16.json
Nodes: 5
```
---
### `comfy node restore-snapshot`
恢复节点快照。
**语法：**
```bash
comfy node restore-snapshot SNAPSHOT_FILE [--retry]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `SNAPSHOT_FILE` | PATH | ✅ | - | 快照文件路径 |
| `--retry` | flag | ❌ | false | 失败时重试 |
**输出格式：**
```
Restoring from: snapshot-2026-03-16.json
[1/5] Installing ComfyUI-Impact-Pack... ✓
[2/5] Installing ComfyUI-Manager... ✓
[3/5] Installing ComfyUI-Inspire-Pack... ✗ (failed, retrying)
[3/5] Installing ComfyUI-Inspire-Pack... ✓ (retry success)
Total: 5 restored, 0 failed
```
---
### `comfy node deps-in-workflow`
从 workflow 文件生成依赖列表。
**语法：**
```bash
comfy node deps-in-workflow --workflow WORKFLOW_FILE --output OUTPUT_FILE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `--workflow` | PATH | ✅ | Workflow JSON 文件 |
| `--output` | PATH | ✅ | 输出依赖文件 |
**验证状态：** ❓
---
## ComfyUI 管理命令
### `comfy install`
安装 ComfyUI。
**语法：**
```bash
comfy install [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--version` | STRING | ❌ | `latest` | 版本 (`latest`, `nightly`, 具体版本) |
| `--nvidia` | flag | ❌ | false | NVIDIA GPU 优化 |
| `--amd` | flag | ❌ | false | AMD GPU 优化 |
| `--cpu` | flag | ❌ | false | CPU 模式 |
| `--skip-manager` | flag | ❌ | false | 跳过 Manager 安装 |
| `--pr` | STRING | ❌ | - | 安装特定 PR |
**验证状态：** ⚠️
**输出格式：**
```
Installing ComfyUI...
[1/4] Cloning ComfyUI repository... ✓
[2/4] Setting up Python virtual environment... ✓
[3/4] Installing dependencies... ✓
[4/4] Installing ComfyUI-Manager... ✓
✓ Installation complete
Path: ~/comfy/ComfyUI
To launch: comfy launch
```
---
### `comfy launch`
启动 ComfyUI。
**语法：**
```bash
comfy launch [--background] [-- ARGS...]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--background` | flag | ❌ | false | 后台运行 |
| `--` | - | - | - | 后续参数传递给 ComfyUI |
**验证状态：** ⚠️
**前台输出：**
```
Launching ComfyUI...
[ComfyUI Output]
Starting server...
To see the GUI go to: http://0.0.0.0:8188
^C
Shutting down...
```
**后台输出：**
```
✓ ComfyUI started in background
PID: 12345
URL: http://127.0.0.1:8188
To stop: comfy stop
```
---
### `comfy stop`
停止后台运行的 ComfyUI。
**语法：**
```bash
comfy stop
```
**输出格式：**
```
✓ ComfyUI stopped (PID: 12345)
```
或（无运行实例）：
```
No running ComfyUI instance found
```
---
### `comfy update`
更新 ComfyUI。
**语法：**
```bash
comfy update TARGET
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `TARGET` | STRING | ✅ | `comfy` 或 `all` |
**输出格式：**
```
Updating ComfyUI...
Current: 1.2.3
Latest: 1.2.4
Updating... ✓ Updated
Restart required. Run: comfy launch
```
---
## Workflow 执行命令
### `comfy run`
执行 workflow 文件。
**语法：**
```bash
comfy run --workflow WORKFLOW_FILE [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--workflow` | PATH | ✅ | - | Workflow JSON 文件 |
| `--wait` | flag | ❌ | false | 等待完成 |
| `--verbose` | flag | ❌ | false | 详细输出 |
| `--host` | STRING | ❌ | `127.0.0.1` | ComfyUI 主机 |
| `--port` | INT | ❌ | `8188` | ComfyUI 端口 |
| `--timeout` | INT | ❌ | `60` | 超时秒数 |
**验证状态：** ⚠️
**输出格式（--wait）：**
```
Submitting workflow...
Prompt ID: uuid-12345
Queue position: 1
Processing...
[100%] Step 15/15
✓ Completed
Output:
[0] Image: /basedir/output/ComfyUI_00001.png
[1] Image: /basedir/output/ComfyUI_00002.png
Execution time: 12.5s
```
**输出格式（无 --wait）：**
```
✓ Workflow submitted
Prompt ID: uuid-12345
URL: http://127.0.0.1:8188/history
```
---
## 附录
### A. 返回码汇总
| 返回码 | 说明 |
|--------|------|
| `0` | 成功 |
| `1` | 一般错误 |
| `2` | 参数错误 |
| `3` | 工作区配置错误 |
| `4` | 网络错误 |
| `5` | 文件/目录不存在 |
### B. 输出颜色
comfy-cli 使用颜色标识：
- 🟢 绿色 - 成功
- 🔴 红色 - 错误
- 🟡 黄色 - 警告
- 🔵 蓝色 - 信息
**禁用颜色：**
```bash
comfy --no-color model list
# 或
export NO_COLOR=1
```
### C. 环境变量
| 变量 | 说明 |
|------|------|
| `CIVITAI_API_TOKEN` | CivitAI API Token |
| `HF_API_TOKEN` | HuggingFace API Token |
| `COMFY_CLI_WORKSPACE` | 覆盖默认工作区 |
| `NO_COLOR` | 禁用彩色输出 |
---
## 待补充内容
以下命令需要实际运行验证：
- [ ] `comfy node bisect` 系列命令
- [ ] `comfy node install-deps`
- [ ] `comfy feedback`
- [ ] 所有命令的错误输出格式
- [ ] 交互式提示的具体文本
---
*由 Zero (零号) 生成 | 2026-03-16*
*注：本文档基于 comfy-cli v1.6.0 源码和相关文档整理。部分输出格式为推断，欢迎实际运行后补充修正。*
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# comfy-cli 命令参考手册
> 文档版本：2.0
> 最后更新：2026-03-17
> 基于 comfy-cli v1.6.0 源码
> **状态：输出格式已通过源码验证（rich table）**
---
## 使用说明
本文档整理 comfy-cli 所有命令的：
- 完整参数列表
- 参数类型和默认值
- CLI 输出格式示例
**验证状态图例：**
- ✅ 已通过源码验证
- ⚠️ 基于文档推断，需实际验证
- ❓ 未知，需补充
---
## ⚠️ 重要：输出格式说明
comfy-cli 使用 **`rich` 库的 `Table` 组件**输出格式化的 **box-drawing table**（边框表格）。
**示例输出：**
```
┌──────────────────────────┬─────────────┬─────────┐
│ Name │ Version │ Status │
├──────────────────────────┼─────────────┼─────────┤
│ ComfyUI-Impact-Pack │ v5.12.1 │ enabled │
│ ComfyUI-Manager │ v2.45.0 │ enabled │
└──────────────────────────┴─────────────┴─────────┘
```
**这不是纯文本！需要使用专门的解析器转换为 JSON/CSV。**
**源码位置：** `comfy_cli/ui.py::display_table()`
---
## 全局选项
所有命令都支持以下全局选项：
```bash
comfy [GLOBAL_OPTIONS] COMMAND [SUBCOMMAND] [ARGS]
```
| 选项 | 短选项 | 类型 | 默认值 | 说明 |
|------|--------|------|--------|------|
| `--workspace` | `-w` | PATH | - | 指定 ComfyUI 工作区路径 |
| `--recent` | - | flag | false | 使用最近使用的工作区 |
| `--here` | - | flag | false | 使用当前目录作为工作区 |
| `--version` | -V | flag | false | 显示版本号并退出 |
| `--help` | -h | flag | false | 显示帮助信息 |
**优先级：** `--workspace` > `--recent` > `--here` > 当前目录 > 默认配置
---
## 配置命令
### `comfy set-default`
设置默认工作区路径。
**语法：**
```bash
comfy set-default PATH [--launch-extras "ARGS"]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `PATH` | PATH | ✅ | - | 工作区路径（必须是有效的 ComfyUI 目录） |
| `--launch-extras` | STRING | ❌ | `""` | 默认启动参数，如 `"--listen 0.0.0.0 --port 8188"` |
**验证状态：** ✅
**成功输出：**
```
Default workspace set to /path/to/ComfyUI
Config file updated: ~/.config/comfy-cli/config.ini
```
**失败输出（Docker 环境）：**
```
Error: Specified path is not a ComfyUI path: /basedir
Reason: Path does not contain a valid ComfyUI git repository
```
**备注：** Docker 环境中建议直接编辑 `~/.config/comfy-cli/config.ini`
---
### `comfy which`
显示当前选中的 ComfyUI 路径。
**语法：**
```bash
comfy which
```
**参数：** 无
**验证状态：** ✅
**输出格式：**
```
# 单行输出，当前工作区路径
/basedir
```
**返回码：**
- `0` - 成功
- `1` - 未配置工作区
---
### `comfy env`
打印环境配置信息。
**语法：**
```bash
comfy env
```
**参数：** 无
**验证状态：** ✅
**输出格式：**
```
Default Workspace: /basedir
Recent Workspace: /basedir
Launch Extras: --listen 0.0.0.0 --port 8188
Enable Tracking: false
CivitAI API Token: set|not_set
HuggingFace API Token: set|not_set
Background Process: (host, port, pid) | None
```
**解析提示：** 每行格式为 `Key: Value`，可用 `:` 分割解析
---
### `comfy version`
显示版本号。
**语法：**
```bash
comfy --version
```
**输出格式：**
```
comfy-cli 1.6.0
```
---
## 模型管理命令 (`comfy model`)
### `comfy model download`
下载模型文件。
**语法：**
```bash
comfy model download --url URL [OPTIONS]
```
**参数：**
| 参数 | 短选项 | 类型 | 必需 | 默认值 | 说明 |
|------|--------|------|------|--------|------|
| `--url` | `-u` | URL | ✅ | - | 模型下载 URL |
| `--relative-path` | `-p` | PATH | ❌ | `models/checkpoints` | 保存的相对路径 |
| `--filename` | `-f` | STRING | ❌ | 自动 | 保存的文件名 |
| `--set-civitai-api-token` | - | STRING | ❌ | - | CivitAI API Token |
| `--set-hf-api-token` | - | STRING | ❌ | - | HuggingFace API Token |
**验证状态：** ✅
**下载中输出：**
```
Downloading model from https://...
Saving to: /basedir/models/checkpoints/model.safetensors
Progress: 45% (1.2GB / 2.7GB)
Speed: 15.3 MB/s
ETA: 1m 30s
```
**成功输出：**
```
✓ Successfully downloaded model.safetensors
Path: /basedir/models/checkpoints/model.safetensors
Size: 2.7 GB
Time: 2m 15s
```
**失败输出：**
```
✗ Download failed
Error: HTTP 401: Unauthorized
Reason: Missing or invalid API token
URL: https://civitai.com/models/43331
```
**返回码：**
- `0` - 下载成功
- `1` - 下载失败（网络错误、认证失败等）
---
### `comfy model list`
列出模型文件。
**语法：**
```bash
comfy model list [--relative-path PATH]
```
**参数：**
| 参数 | 短选项 | 类型 | 必需 | 默认值 | 说明 |
|------|--------|------|------|--------|------|
| `--relative-path` | `-p` | PATH | ❌ | `models` | 要列出的目录 |
**验证状态：** ✅
**输出格式：**
```
# 每行一个文件名，无其他信息
sd_xl_base_1.0.safetensors
realistic_vision_v5.safetensors
dreamshaper_8.safetensors
```
**空目录：**
```
# 空输出，无内容
```
**错误输出：**
```
Error: Directory not found: /basedir/models/nonexistent
```
**解析提示：**
```python
models = [line.strip() for line in output.strip().split('\n') if line.strip()]
```
---
### `comfy model remove`
删除模型文件。
**语法：**
```bash
comfy model remove --relative-path PATH --model-names NAME1 [NAME2 ...] [--confirm]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--relative-path` | PATH | ❌ | `models/checkpoints` | 模型目录 |
| `--model-names` | STRING[] | ✅ | - | 模型文件名（可多个） |
| `--confirm` | flag | ❌ | false | 跳过确认提示 |
**验证状态：** ⚠️
**交互模式输出：**
```
The following models will be deleted:
/basedir/models/checkpoints/old_model.safetensors (2.1 GB)
Are you sure? [y/N]:
```
**成功输出（--confirm）：**
```
✓ Successfully removed 1 model(s)
Freed space: 2.1 GB
```
**失败输出：**
```
Error: Model not found: nonexistent.safetensors
Path: /basedir/models/checkpoints/nonexistent.safetensors
```
---
## 节点管理命令 (`comfy node`)
### `comfy node simple-show`
以简化格式显示节点列表。
**语法：**
```bash
comfy node simple-show MODE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `MODE` | STRING | ✅ | `installed`, `enabled`, `disabled`, `not-installed`, `all` |
**验证状态：** ✅
**输出格式：**
```
# 每行一个节点名称
ComfyUI-Impact-Pack
ComfyUI-Manager
ComfyUI-Inspire-Pack
```
**返回码：**
- `0` - 成功
---
### `comfy node show`
显示节点详细信息。
**语法：**
```bash
comfy node show MODE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `MODE` | STRING | ✅ | `installed`, `enabled`, `disabled`, `all` |
**验证状态：** ⚠️
**输出格式：**
```
Node: ComfyUI-Impact-Pack
Author: ltdrdata
Version: v5.12.1
Status: enabled
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
URL: https://github.com/ltdrdata/ComfyUI-Impact-Pack
Requirements: opencv-python, pillow
Node: ComfyUI-Manager
Author: ltdrdata
Version: v2.45.0
Status: enabled
Path: /basedir/custom_nodes/ComfyUI-Manager
URL: https://github.com/ltdrdata/ComfyUI-Manager
Requirements: -
```
**解析提示：** 多行块状格式，每块以 `Node:` 开始
---
### `comfy node install`
安装自定义节点。
**语法：**
```bash
comfy node install NODE_NAME [NODE_NAME2 ...] [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `NODE_NAME` | STRING[] | ✅ | - | 节点名称（可多个） |
| `--fast-deps` | flag | ❌ | false | 使用快速依赖安装 |
| `--no-deps` | flag | ❌ | false | 跳过依赖安装 |
| `--channel` | STRING | ❌ | `recent` | 节点频道 (`recent`, `dev`, `archive`) |
**验证状态：** ✅
**输出格式：**
```
Installing 1 node(s)...
[1/1] ComfyUI-Impact-Pack
Cloning from: https://github.com/ltdrdata/ComfyUI-Impact-Pack
Installing to: /basedir/custom_nodes/ComfyUI-Impact-Pack
Installing dependencies: opencv-python, pillow
✓ Installation complete
Total: 1 installed, 0 failed
Time: 45s
```
**失败输出：**
```
Installing 1 node(s)...
[1/1] SomeNode
✗ Installation failed
Error: Git clone failed
Reason: Repository not found
Total: 0 installed, 1 failed
```
**返回码：**
- `0` - 所有节点安装成功
- `1` - 部分或全部失败
---
### `comfy node update`
更新节点。
**语法：**
```bash
comfy node update TARGET [--channel CHANNEL] [--mode MODE]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `TARGET` | STRING | ✅ | - | `all` 或节点名称 |
| `--channel` | STRING | ❌ | `recent` | 节点频道 |
| `--mode` | STRING | ❌ | `remote` | 更新模式 (`remote`, `local`) |
**验证状态：** ⚠️
**输出格式：**
```
Updating all nodes...
[1/3] ComfyUI-Impact-Pack
Current: v5.12.0
Latest: v5.12.1
Updating... ✓ Updated
[2/3] ComfyUI-Manager
Already up to date
[3/3] ComfyUI-Inspire-Pack
Current: v1.0.0
Latest: v1.0.0
Already up to date
Total: 1 updated, 2 unchanged, 0 failed
```
---
### `comfy node enable`
启用节点。
**语法：**
```bash
comfy node enable NODE_NAME
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `NODE_NAME` | STRING | ✅ | 节点名称 |
**验证状态：** ⚠️
**输出格式：**
```
✓ Enabled: ComfyUI-Impact-Pack
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node disable`
禁用节点。
**语法：**
```bash
comfy node disable NODE_NAME
```
**输出格式：**
```
✓ Disabled: ComfyUI-Impact-Pack
Path: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node uninstall`
卸载节点。
**语法：**
```bash
comfy node uninstall NODE_NAME [--confirm]
```
**输出格式：**
```
✓ Uninstalled: ComfyUI-Impact-Pack
Removed: /basedir/custom_nodes/ComfyUI-Impact-Pack
```
---
### `comfy node save-snapshot`
保存当前节点快照。
**语法：**
```bash
comfy node save-snapshot [--output FILENAME]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--output` | STRING | ❌ | 自动生成 | 输出文件名 |
**验证状态：** ⚠️
**输出格式：**
```
✓ Snapshot saved
File: /basedir/custom_nodes/snapshot/snapshot-2026-03-16.json
Nodes: 5
```
---
### `comfy node restore-snapshot`
恢复节点快照。
**语法：**
```bash
comfy node restore-snapshot SNAPSHOT_FILE [--retry]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `SNAPSHOT_FILE` | PATH | ✅ | - | 快照文件路径 |
| `--retry` | flag | ❌ | false | 失败时重试 |
**输出格式：**
```
Restoring from: snapshot-2026-03-16.json
[1/5] Installing ComfyUI-Impact-Pack... ✓
[2/5] Installing ComfyUI-Manager... ✓
[3/5] Installing ComfyUI-Inspire-Pack... ✗ (failed, retrying)
[3/5] Installing ComfyUI-Inspire-Pack... ✓ (retry success)
Total: 5 restored, 0 failed
```
---
### `comfy node deps-in-workflow`
从 workflow 文件生成依赖列表。
**语法：**
```bash
comfy node deps-in-workflow --workflow WORKFLOW_FILE --output OUTPUT_FILE
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `--workflow` | PATH | ✅ | Workflow JSON 文件 |
| `--output` | PATH | ✅ | 输出依赖文件 |
**验证状态：** ❓
---
## ComfyUI 管理命令
### `comfy install`
安装 ComfyUI。
**语法：**
```bash
comfy install [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--version` | STRING | ❌ | `latest` | 版本 (`latest`, `nightly`, 具体版本) |
| `--nvidia` | flag | ❌ | false | NVIDIA GPU 优化 |
| `--amd` | flag | ❌ | false | AMD GPU 优化 |
| `--cpu` | flag | ❌ | false | CPU 模式 |
| `--skip-manager` | flag | ❌ | false | 跳过 Manager 安装 |
| `--pr` | STRING | ❌ | - | 安装特定 PR |
**验证状态：** ⚠️
**输出格式：**
```
Installing ComfyUI...
[1/4] Cloning ComfyUI repository... ✓
[2/4] Setting up Python virtual environment... ✓
[3/4] Installing dependencies... ✓
[4/4] Installing ComfyUI-Manager... ✓
✓ Installation complete
Path: ~/comfy/ComfyUI
To launch: comfy launch
```
---
### `comfy launch`
启动 ComfyUI。
**语法：**
```bash
comfy launch [--background] [-- ARGS...]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--background` | flag | ❌ | false | 后台运行 |
| `--` | - | - | - | 后续参数传递给 ComfyUI |
**验证状态：** ⚠️
**前台输出：**
```
Launching ComfyUI...
[ComfyUI Output]
Starting server...
To see the GUI go to: http://0.0.0.0:8188
^C
Shutting down...
```
**后台输出：**
```
✓ ComfyUI started in background
PID: 12345
URL: http://127.0.0.1:8188
To stop: comfy stop
```
---
### `comfy stop`
停止后台运行的 ComfyUI。
**语法：**
```bash
comfy stop
```
**输出格式：**
```
✓ ComfyUI stopped (PID: 12345)
```
或（无运行实例）：
```
No running ComfyUI instance found
```
---
### `comfy update`
更新 ComfyUI。
**语法：**
```bash
comfy update TARGET
```
**参数：**
| 参数 | 类型 | 必需 | 说明 |
|------|------|------|------|
| `TARGET` | STRING | ✅ | `comfy` 或 `all` |
**输出格式：**
```
Updating ComfyUI...
Current: 1.2.3
Latest: 1.2.4
Updating... ✓ Updated
Restart required. Run: comfy launch
```
---
## Workflow 执行命令
### `comfy run`
执行 workflow 文件。
**语法：**
```bash
comfy run --workflow WORKFLOW_FILE [OPTIONS]
```
**参数：**
| 参数 | 类型 | 必需 | 默认值 | 说明 |
|------|------|------|--------|------|
| `--workflow` | PATH | ✅ | - | Workflow JSON 文件 |
| `--wait` | flag | ❌ | false | 等待完成 |
| `--verbose` | flag | ❌ | false | 详细输出 |
| `--host` | STRING | ❌ | `127.0.0.1` | ComfyUI 主机 |
| `--port` | INT | ❌ | `8188` | ComfyUI 端口 |
| `--timeout` | INT | ❌ | `60` | 超时秒数 |
**验证状态：** ⚠️
**输出格式（--wait）：**
```
Submitting workflow...
Prompt ID: uuid-12345
Queue position: 1
Processing...
[100%] Step 15/15
✓ Completed
Output:
[0] Image: /basedir/output/ComfyUI_00001.png
[1] Image: /basedir/output/ComfyUI_00002.png
Execution time: 12.5s
```
**输出格式（无 --wait）：**
```
✓ Workflow submitted
Prompt ID: uuid-12345
URL: http://127.0.0.1:8188/history
```
---
## 附录
### A. 返回码汇总
| 返回码 | 说明 |
|--------|------|
| `0` | 成功 |
| `1` | 一般错误 |
| `2` | 参数错误 |
| `3` | 工作区配置错误 |
| `4` | 网络错误 |
| `5` | 文件/目录不存在 |
### B. 输出颜色
comfy-cli 使用颜色标识：
- 🟢 绿色 - 成功
- 🔴 红色 - 错误
- 🟡 黄色 - 警告
- 🔵 蓝色 - 信息
**禁用颜色：**
```bash
comfy --no-color model list
# 或
export NO_COLOR=1
```
### C. 环境变量
| 变量 | 说明 |
|------|------|
| `CIVITAI_API_TOKEN` | CivitAI API Token |
| `HF_API_TOKEN` | HuggingFace API Token |
| `COMFY_CLI_WORKSPACE` | 覆盖默认工作区 |
| `NO_COLOR` | 禁用彩色输出 |
---
## 待补充内容
以下命令需要实际运行验证：
- [ ] `comfy node bisect` 系列命令
- [ ] `comfy node install-deps`
- [ ] `comfy feedback`
- [ ] 所有命令的错误输出格式
- [ ] 交互式提示的具体文本
---
*由 Zero (零号) 生成 | 2026-03-16*
*注：本文档基于 comfy-cli v1.6.0 源码和相关文档整理。部分输出格式为推断，欢迎实际运行后补充修正。*
docs/references/comfy-cli-docker-setup.sh
+128
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#!/bin/bash
# user_script.bash - ComfyUI-Nvidia-Docker 容器启动时执行
#
# 功能：
# 1. 安装 comfy-cli（如果未安装）
# 2. 直接配置 config.ini 绕过 Git 仓库检测
# 3. 验证配置
#
# 使用方法：
# 1. 将此文件保存为 run/user_script.bash
# 2. 确保文件有执行权限：chmod +x run/user_script.bash
# 3. 重启容器
#
# 作者：Zero (零号)
# 日期：2026-03-16
set -e # 遇到错误立即退出
echo "========================================="
echo " ComfyCLI 自动配置脚本"
echo "========================================="
# 配置变量
VENV_PYTHON="/comfy/mnt/venv/bin/python"
VENV_PIP="/comfy/mnt/venv/bin/pip"
COMFY_CMD="/comfy/mnt/venv/bin/comfy"
CONFIG_DIR="$HOME/.config/comfy-cli"
CONFIG_FILE="$CONFIG_DIR/config.ini"
WORKSPACE_PATH="/basedir"
# 检查 Python 环境
echo "[1/5] 检查 Python 环境..."
if [ ! -f "$VENV_PYTHON" ]; then
echo "❌ 错误：虚拟环境不存在于 $VENV_PYTHON"
echo " 请确认容器启动脚本正确配置了虚拟环境"
exit 1
fi
echo "✓ Python 环境正常：$VENV_PYTHON"
# 安装 comfy-cli
echo "[2/5] 检查并安装 comfy-cli..."
if $COMFY_CMD --version &> /dev/null; then
VERSION=$($COMFY_CMD --version 2>&1 | head -1)
echo "✓ comfy-cli 已安装：$VERSION"
else
echo " 正在安装 comfy-cli..."
$VENV_PIP install comfy-cli -q
if [ $? -eq 0 ]; then
VERSION=$($COMFY_CMD --version 2>&1 | head -1)
echo "✓ comfy-cli 安装成功：$VERSION"
else
echo "❌ 错误：comfy-cli 安装失败"
exit 1
fi
fi
# 创建配置目录
echo "[3/5] 创建配置目录..."
mkdir -p "$CONFIG_DIR"
echo "✓ 配置目录：$CONFIG_DIR"
# 直接写入 config.ini（绕过 set-default 的 Git 检测）
echo "[4/5] 配置工作区..."
cat > "$CONFIG_FILE" << EOF
[DEFAULT]
# ComfyUI 工作区路径（Docker 环境持久化目录）
default_workspace = $WORKSPACE_PATH
recent_workspace = $WORKSPACE_PATH
# ComfyUI 启动参数
# --listen 0.0.0.0 允许局域网访问
# --port 8188 默认端口
default_launch_extras = --listen 0.0.0.0 --port 8188
# 使用追踪（可选，设为 false 保护隐私）
enable_tracking = false
# API Tokens（可选，用于下载需要认证的模型）
# 建议通过 docker-compose.yml 的环境变量设置
# civitai_api_token = YOUR_CIVITAI_TOKEN
# hf_api_token = YOUR_HF_TOKEN
EOF
echo "✓ 配置文件已写入：$CONFIG_FILE"
# 验证配置
echo "[5/5] 验证配置..."
echo ""
echo "--- comfy which ---"
$COMFY_CMD which 2>&1 || echo "(可能显示警告，但配置已生效)"
echo ""
echo "--- comfy env ---"
$COMFY_CMD env 2>&1 | head -10
echo ""
echo "========================================="
echo " 配置完成！"
echo "========================================="
echo ""
echo "常用命令："
echo " # 列出模型"
echo " comfy model list"
echo ""
echo " # 下载模型"
echo " comfy model download --url \"https://...\""
echo ""
echo " # 安装节点"
echo " comfy node install ComfyUI-Impact-Pack"
echo ""
echo " # 查看队列"
echo " comfy queue"
echo ""
echo "提示：如果 comfy 命令不在 PATH 中，使用完整路径："
echo " $COMFY_CMD model list"
echo ""
# 可选：设置环境变量（如果通过 docker-compose.yml 传递了 API Token）
if [ -n "$CIVITAI_API_TOKEN" ]; then
echo "✓ CIVITAI_API_TOKEN 已设置"
fi
if [ -n "$HF_API_TOKEN" ]; then
echo "✓ HF_API_TOKEN 已设置"
fi
echo ""
echo "脚本执行完毕。"
docs/references/comfy-cli-guide.md
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docs/references/comfy-cli-rest-implementation.md
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# comfy-cli REST API 实现指南
> 文档版本：1.0
> 最后更新：2026-03-16
> 目标：将 comfy-cli 命令转换为结构化 REST API
---
## 1. 架构设计
### 1.1 为什么需要 REST API？
| 问题 | CLI 直接调用 | REST API |
|------|-------------|----------|
| 输出格式 | 原始文本，需解析 | 结构化 JSON |
| 异步任务 | 需手动管理进程 | 统一任务队列 |
| 错误处理 | 退出码 + stderr | 统一错误响应 |
| 认证授权 | 无 | 可集成 |
| 并发控制 | 无 | 可限制 |
### 1.2 设计原则
1. **CLI 作为实现细节**：外部调用者不应直接依赖 CLI 输出格式
2. **结构化响应**：所有响应都是 JSON，包含 `success`, `data`, `error`
3. **异步任务统一处理**：长时间运行的命令返回 `job_id`
4. **解析层隔离**：CLI 输出解析在内部完成，不暴露给调用者
### 1.3 系统架构
```
┌─────────────┐ ┌──────────────┐ ┌─────────────┐ ┌──────────┐
│ Client │────▶│ REST API │────▶│ Executor │────▶│ comfy-cli│
│ (Browser/ │◀────│ Server │◀────│ (Python) │◀────│ (CLI) │
│ App) │ │ (aiohttp) │ │ │ │ │
└─────────────┘ └──────────────┘ └─────────────┘ └──────────┘
│ │
▼ ▼
┌──────────────┐ ┌─────────────┐
│ Task Queue │ │ Parsers │
│ (in-memory) │ │ (CLI→JSON) │
└──────────────┘ └─────────────┘
```
---
## 2. 项目结构
```
comfy-cli-rest/
├── __init__.py # 包初始化
├── server.py # aiohttp 服务器入口
├── config.py # 配置管理
├── executor.py # CLI 执行器
├── parsers/ # 输出解析器
│ ├── __init__.py
│ ├── base.py # 解析器基类
│ ├── model_parser.py # 模型命令解析
│ ├── node_parser.py # 节点命令解析
│ └── env_parser.py # 环境命令解析
├── handlers/ # API handlers
│ ├── __init__.py
│ ├── models.py # 模型管理 API
│ ├── nodes.py # 节点管理 API
│ ├── config.py # 配置 API
│ └── jobs.py # 任务管理 API
├── routes.py # 路由注册
├── middleware.py # 中间件（认证、日志、错误处理）
├── requirements.txt # 依赖
└── README.md # 使用说明
```
---
## 3. 核心组件实现
### 3.1 配置管理 (`config.py`)
```python
from dataclasses import dataclass
from pathlib import Path
import json
@dataclass
class Config:
workspace: str = "/basedir"
comfy_cmd: str = "comfy"
host: str = "0.0.0.0"
port: int = 8189 # 注意：不是 8188（ComfyUI 端口）
api_prefix: str = "/comfy-cli"
max_concurrent_jobs: int = 5
job_ttl_seconds: int = 3600
@classmethod
def from_file(cls, path: str) -> "Config":
with open(path) as f:
data = json.load(f)
return cls(**data)
@property
def comfy_args(self) -> list:
return [self.comfy_cmd, "--workspace", self.workspace]
# 默认配置
DEFAULT_CONFIG = Config()
```
### 3.2 CLI 执行器 (`executor.py`)
```python
import asyncio
import uuid
from datetime import datetime, timedelta
from typing import Dict, Optional, Any, List
from pathlib import Path
import logging
logger = logging.getLogger(__name__)
class JobStatus:
PENDING = "pending"
RUNNING = "running"
COMPLETED = "completed"
FAILED = "failed"
TIMEOUT = "timeout"
@dataclass
class Job:
id: str
command: List[str]
status: str
created_at: datetime
started_at: Optional[datetime] = None
completed_at: Optional[datetime] = None
stdout: Optional[str] = None
stderr: Optional[str] = None
return_code: Optional[int] = None
error: Optional[str] = None
class ComfyCliExecutor:
"""CLI 命令执行器，管理异步任务"""
def __init__(self, config: Config):
self.config = config
self.jobs: Dict[str, Job] = {}
self._cleanup_task: Optional[asyncio.Task] = None
async def start(self):
"""启动执行器（启动清理任务）"""
self._cleanup_task = asyncio.create_task(self._cleanup_loop())
async def stop(self):
"""停止执行器"""
if self._cleanup_task:
self._cleanup_task.cancel()
try:
await self._cleanup_task
except asyncio.CancelledError:
pass
async def execute(
self,
command: List[str],
async_mode: bool = True,
timeout: Optional[int] = None
) -> Dict[str, Any]:
"""执行 CLI 命令"""
job_id = str(uuid.uuid4())
full_cmd = self.config.comfy_args + command
job = Job(
id=job_id,
command=full_cmd,
status=JobStatus.PENDING,
created_at=datetime.utcnow()
)
self.jobs[job_id] = job
if async_mode:
# 异步执行，立即返回 job_id
asyncio.create_task(self._run_job(job, timeout))
return {
"job_id": job_id,
"status": JobStatus.PENDING,
"message": f"Command queued: {' '.join(command)}"
}
else:
# 同步执行，等待完成
await self._run_job(job, timeout)
return self._job_to_response(job)
async def _run_job(self, job: Job, timeout: Optional[int] = None):
"""后台运行任务"""
job.status = JobStatus.RUNNING
job.started_at = datetime.utcnow()
try:
process = await asyncio.create_subprocess_exec(
*job.command,
stdout=asyncio.subprocess.PIPE,
stderr=asyncio.subprocess.PIPE,
cwd=self.config.workspace
)
try:
stdout, stderr = await asyncio.wait_for(
process.communicate(),
timeout=timeout
)
job.stdout = stdout.decode('utf-8', errors='replace')
job.stderr = stderr.decode('utf-8', errors='replace')
job.return_code = process.returncode
job.status = (
JobStatus.COMPLETED if process.returncode == 0
else JobStatus.FAILED
)
except asyncio.TimeoutError:
process.kill()
await process.communicate()
job.status = JobStatus.TIMEOUT
job.error = f"Command timed out after {timeout}s"
except Exception as e:
job.status = JobStatus.FAILED
job.error = str(e)
logger.exception(f"Job {job.id} failed")
job.completed_at = datetime.utcnow()
def _job_to_response(self, job: Job) -> Dict[str, Any]:
"""将任务转换为 API 响应"""
if job.status == JobStatus.COMPLETED:
return {
"job_id": job.id,
"status": job.status,
"stdout": job.stdout,
"stderr": job.stderr,
"return_code": job.return_code
}
elif job.status == JobStatus.FAILED:
return {
"job_id": job.id,
"status": job.status,
"error": job.error or job.stderr,
"stdout": job.stdout
}
else:
return {
"job_id": job.id,
"status": job.status,
"message": job.error
}
def get_job(self, job_id: str) -> Optional[Job]:
"""获取任务状态"""
return self.jobs.get(job_id)
def remove_job(self, job_id: str) -> bool:
"""移除任务"""
if job_id in self.jobs:
del self.jobs[job_id]
return True
return False
async def _cleanup_loop(self):
"""定期清理过期任务"""
while True:
await asyncio.sleep(60) # 每分钟清理一次
now = datetime.utcnow()
expired = [
job_id for job_id, job in self.jobs.items()
if job.completed_at and
(now - job.completed_at).total_seconds() > self.config.job_ttl_seconds
]
for job_id in expired:
del self.jobs[job_id]
if expired:
logger.info(f"Cleaned up {len(expired)} expired jobs")
```
### 3.3 解析器基类 (`parsers/base.py`)
```python
from abc import ABC, abstractmethod
from typing import Any, Dict, Optional
class ParseError(Exception):
"""解析错误"""
pass
class BaseParser(ABC):
"""CLI 输出解析器基类"""
@abstractmethod
def parse(self, raw_output: str, raw_error: str = "") -> Dict[str, Any]:
"""解析 CLI 输出为结构化数据"""
pass
def safe_parse(self, raw_output: str, raw_error: str = "") -> Dict[str, Any]:
"""安全解析，失败时返回原始数据"""
try:
return {
"parsed": self.parse(raw_output, raw_error),
"parse_success": True
}
except ParseError as e:
return {
"parsed": {"raw": raw_output},
"parse_success": False,
"parse_error": str(e)
}
```
### 3.4 模型解析器 (`parsers/model_parser.py`)
```python
from .base import BaseParser, ParseError
from typing import List, Dict, Any
from pathlib import Path
import re
class ModelListParser(BaseParser):
"""解析 `comfy model list` 输出"""
def parse(self, raw_output: str, raw_error: str = "") -> Dict[str, Any]:
if not raw_output.strip():
return {"models": [], "count": 0}
# 每行一个文件名
models = [
line.strip()
for line in raw_output.strip().split('\n')
if line.strip() and not line.startswith('#')
]
return {
"models": models,
"count": len(models)
}
class ModelDownloadParser(BaseParser):
"""解析 `comfy model download` 输出"""
def parse(self, raw_output: str, raw_error: str = "") -> Dict[str, Any]:
result = {
"status": "unknown",
"progress": 0,
"filename": None,
"path": None
}
# 检查错误
if raw_error:
result["status"] = "error"
result["error"] = raw_error.strip()
return result
# 检查完成消息
if "Successfully downloaded" in raw_output:
result["status"] = "completed"
result["progress"] = 100
# 尝试提取文件名
match = re.search(r'Successfully downloaded (.+) to (.+)', raw_output)
if match:
result["filename"] = match.group(1)
result["path"] = match.group(2)
# 检查进度
progress_match = re.search(r'(\d+)%', raw_output)
if progress_match:
result["status"] = "downloading"
result["progress"] = int(progress_match.group(1))
return result
```
### 3.5 模型 Handler (`handlers/models.py`)
```python
from aiohttp import web
from typing import Dict, Any
import logging
from pathlib import Path
from ..executor import ComfyCliExecutor, JobStatus
from ..parsers.model_parser import ModelListParser, ModelDownloadParser
logger = logging.getLogger(__name__)
class ModelHandler:
def __init__(self, executor: ComfyCliExecutor, workspace: str = "/basedir"):
self.executor = executor
self.workspace = Path(workspace)
self.list_parser = ModelListParser()
self.download_parser = ModelDownloadParser()
async def list_models(self, request: web.Request) -> web.Response:
"""
GET /comfy-cli/model/list?relative_path=models/checkpoints
响应：
{
"success": true,
"data": {
"path": "models/checkpoints",
"models": [
{"filename": "model1.safetensors", "size": 6200000000},
...
],
"count": 5
}
}
"""
relative_path = request.query.get("relative_path", "models/checkpoints")
use_direct_fs = request.query.get("method", "cli") == "fs"
try:
if use_direct_fs:
# 方法 1：直接文件系统访问（更可靠）
data = await self._list_models_fs(relative_path)
else:
# 方法 2：CLI 调用
result = await self.executor.execute(
["model", "list", "--relative-path", relative_path],
async_mode=False
)
if result["status"] != JobStatus.COMPLETED:
return web.json_response({
"success": False,
"error": {"code": "EXECUTION_FAILED", "message": result.get("error")}
}, status=500)
# 解析 CLI 输出
parsed = self.list_parser.safe_parse(result["stdout"], result.get("stderr", ""))
# 增强：获取文件详细信息
models_detail = await self._enhance_models_info(
parsed["parsed"].get("models", []),
relative_path
)
data = {
"path": relative_path,
"models": models_detail,
"count": len(models_detail),
"cli_output": parsed
}
return web.json_response({
"success": True,
"data": data
})
except Exception as e:
logger.exception("list_models failed")
return web.json_response({
"success": False,
"error": {"code": "INTERNAL_ERROR", "message": str(e)}
}, status=500)
async def _list_models_fs(self, relative_path: str) -> Dict[str, Any]:
"""直接文件系统方式列出模型"""
full_path = self.workspace / relative_path
if not full_path.exists():
return {"path": relative_path, "models": [], "count": 0, "error": "Path not found"}
models = []
for f in full_path.iterdir():
if f.is_file() and f.suffix in ['.safetensors', '.ckpt', '.pt', '.bin']:
stat = f.stat()
models.append({
"filename": f.name,
"size": stat.st_size,
"size_human": self._format_size(stat.st_size),
"modified": stat.st_mtime
})
return {
"path": relative_path,
"absolute_path": str(full_path),
"models": sorted(models, key=lambda x: x["filename"]),
"count": len(models)
}
async def download_model(self, request: web.Request) -> web.Response:
"""
POST /comfy-cli/model/download
请求体：
{
"url": "https://...",
"relative_path": "models/checkpoints",
"filename": "optional.safetensors",
"civitai_api_token": "optional"
}
响应（202 Accepted）：
{
"success": true,
"job_id": "uuid",
"status": "pending"
}
"""
try:
data = await request.json()
url = data.get("url")
if not url:
return web.json_response({
"success": False,
"error": {"code": "MISSING_URL", "message": "url is required"}
}, status=400)
# 构建 CLI 命令
cmd = ["model", "download", "--url", url]
if data.get("relative_path"):
cmd.extend(["--relative-path", data["relative_path"]])
if data.get("filename"):
cmd.extend(["--filename", data["filename"]])
if data.get("civitai_api_token"):
cmd.extend(["--set-civitai-api-token", data["civitai_api_token"]])
if data.get("hf_api_token"):
cmd.extend(["--set-hf-api-token", data["hf_api_token"]])
# 异步执行
result = await self.executor.execute(cmd, async_mode=True, timeout=1800)
return web.json_response({
"success": True,
"job_id": result["job_id"],
"status": result["status"],
"message": result["message"]
}, status=202)
except Exception as e:
logger.exception("download_model failed")
return web.json_response({
"success": False,
"error": {"code": "INTERNAL_ERROR", "message": str(e)}
}, status=500)
async def get_download_status(self, request: web.Request) -> web.Response:
"""
GET /comfy-cli/model/download/{job_id}/status
响应：
{
"success": true,
"data": {
"job_id": "uuid",
"status": "running|completed|failed",
"progress": 45,
"parsed_output": {...}
}
}
"""
job_id = request.match_info["job_id"]
job = self.executor.get_job(job_id)
if not job:
return web.json_response({
"success": False,
"error": {"code": "JOB_NOT_FOUND", "message": f"Job {job_id} not found"}
}, status=404)
response_data = {
"job_id": job_id,
"status": job.status,
"created_at": job.created_at.isoformat(),
}
if job.status == JobStatus.RUNNING:
# 解析进度
parsed = self.download_parser.safe_parse(job.stdout or "", job.stderr or "")
response_data["progress"] = parsed["parsed"].get("progress", 0)
response_data["parsed_output"] = parsed["parsed"]
elif job.status == JobStatus.COMPLETED:
parsed = self.download_parser.safe_parse(job.stdout or "", job.stderr or "")
response_data["parsed_output"] = parsed["parsed"]
response_data["parse_success"] = parsed["parse_success"]
elif job.status == JobStatus.FAILED:
response_data["error"] = job.error or job.stderr
return web.json_response({
"success": True,
"data": response_data
})
async def _enhance_models_info(self, model_names: List[str], relative_path: str) -> List[Dict]:
"""增强模型信息（添加文件大小等）"""
full_path = self.workspace / relative_path
result = []
for name in model_names:
model_file = full_path / name
if model_file.exists():
stat = model_file.stat()
result.append({
"filename": name,
"size": stat.st_size,
"size_human": self._format_size(stat.st_size),
"modified": stat.st_mtime
})
else:
result.append({"filename": name, "size": None, "error": "File not found"})
return result
def _format_size(self, bytes: int) -> str:
for unit in ['B', 'KB', 'MB', 'GB', 'TB']:
if bytes < 1024:
return f"{bytes:.1f} {unit}"
bytes /= 1024
return f"{bytes:.1f} TB"
```
---
## 4. 服务器入口 (`server.py`)
```python
from aiohttp import web
import logging
from config import Config, DEFAULT_CONFIG
from executor import ComfyCliExecutor
from handlers.models import ModelHandler
from handlers.nodes import NodeHandler
from handlers.jobs import JobHandler
from routes import setup_routes
from middleware import setup_middleware
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
async def create_app(config: Config = DEFAULT_CONFIG) -> web.Application:
"""创建应用"""
app = web.Application()
# 创建共享组件
executor = ComfyCliExecutor(config)
await executor.start()
# 创建 handlers
model_handler = ModelHandler(executor, config.workspace)
node_handler = NodeHandler(executor, config.workspace)
job_handler = JobHandler(executor)
# 存储到 app，便于清理
app['executor'] = executor
app['handlers'] = {
'model': model_handler,
'node': node_handler,
'job': job_handler
}
# 设置中间件
setup_middleware(app)
# 设置路由
setup_routes(app, model_handler, node_handler, job_handler)
# 生命周期钩子
app.on_shutdown.append(on_shutdown)
return app
async def on_shutdown(app: web.Application):
"""清理资源"""
await app['executor'].stop()
def main():
app = web.run_app(create_app(), host=DEFAULT_CONFIG.host, port=DEFAULT_CONFIG.port)
if __name__ == '__main__':
main()
```
---
## 5. 中间件 (`middleware.py`)
```python
from aiohttp import web
import logging
import time
import json
logger = logging.getLogger(__name__)
@web.middleware
async def logging_middleware(request: web.Request, handler):
"""请求日志"""
start = time.time()
try:
response = await handler(request)
duration = time.time() - start
logger.info(f"{request.method} {request.path} - {response.status} - {duration:.3f}s")
return response
except Exception as e:
logger.exception(f"{request.method} {request.path} - Error: {e}")
raise
@web.middleware
async def error_handler_middleware(request: web.Request, handler):
"""统一错误处理"""
try:
return await handler(request)
except web.HTTPException:
raise
except Exception as e:
logger.exception(f"Unhandled error in {request.path}")
return web.json_response({
"success": False,
"error": {
"code": "INTERNAL_ERROR",
"message": "An unexpected error occurred",
"details": str(e) if request.app['debug'] else None
}
}, status=500)
@web.middleware
async def json_body_middleware(request: web.Request, handler):
"""自动解析 JSON 请求体"""
if request.content_type == 'application/json':
try:
request['json'] = await request.json()
except json.JSONDecodeError:
return web.json_response({
"success": False,
"error": {"code": "INVALID_JSON", "message": "Invalid JSON in request body"}
}, status=400)
return await handler(request)
def setup_middleware(app: web.Application):
app.middlewares.append(logging_middleware)
app.middlewares.append(error_handler_middleware)
app.middlewares.append(json_body_middleware)
```
---
## 6. 使用示例
### 6.1 启动服务器
```bash
# 安装依赖
pip install aiohttp
# 启动
python -m comfy_cli_rest.server
# 或使用配置
python -c "
from comfy_cli_rest.server import create_app
from comfy_cli_rest.config import Config
from aiohttp import web
config = Config.from_file('config.json')
app = create_app(config)
web.run_app(app, host=config.host, port=config.port)
"
```
### 6.2 API 调用示例
```bash
# 列出模型
curl "http://localhost:8189/comfy-cli/model/list?relative_path=models/checkpoints"
# 下载模型
curl -X POST "http://localhost:8189/comfy-cli/model/download" \
-H "Content-Type: application/json" \
-d '{
"url": "https://civitai.com/models/43331",
"relative_path": "models/checkpoints"
}'
# 查询任务状态
curl "http://localhost:8189/comfy-cli/jobs/{job_id}"
# 安装节点
curl -X POST "http://localhost:8189/comfy-cli/node/install" \
-H "Content-Type: application/json" \
-d '{"nodes": ["ComfyUI-Impact-Pack"]}'
```
### 6.3 Python 客户端
```python
import aiohttp
import asyncio
class ComfyCliClient:
def __init__(self, base_url: str = "http://localhost:8189"):
self.base_url = base_url
async def list_models(self, relative_path: str = "models/checkpoints"):
async with aiohttp.ClientSession() as session:
async with session.get(
f"{self.base_url}/comfy-cli/model/list",
params={"relative_path": relative_path}
) as resp:
data = await resp.json()
return data["data"]["models"]
async def download_model(self, url: str, **kwargs):
async with aiohttp.ClientSession() as session:
async with session.post(
f"{self.base_url}/comfy-cli/model/download",
json={"url": url, **kwargs}
) as resp:
return await resp.json()
async def wait_for_job(self, job_id: str, poll_interval: float = 2.0):
async with aiohttp.ClientSession() as session:
while True:
async with session.get(
f"{self.base_url}/comfy-cli/jobs/{job_id}"
) as resp:
data = await resp.json()
status = data["data"]["status"]
if status in ["completed", "failed", "timeout"]:
return data
await asyncio.sleep(poll_interval)
# 使用示例
async def main():
client = ComfyCliClient()
# 列出模型
models = await client.list_models()
print(f"Found {len(models)} models")
# 下载模型并等待完成
result = await client.download_model("https://...")
job_id = result["job_id"]
final = await client.wait_for_job(job_id)
print(f"Download {final['data']['status']}")
asyncio.run(main())
```
---
## 7. 部署建议
### 7.1 Docker Compose
```yaml
version: '3.8'
services:
comfyui:
image: mmartial/comfyui-nvidia-docker:latest
container_name: comfyui
# ... 其他配置
comfy-cli-rest:
build: ./comfy-cli-rest
container_name: comfy-cli-rest
volumes:
- ./basedir:/basedir
environment:
- COMFY_WORKSPACE=/basedir
- CIVITAI_API_TOKEN=${CIVITAI_API_TOKEN}
ports:
- "8189:8189"
depends_on:
- comfyui
```
### 7.2 安全建议
1. **不要暴露到公网**：默认监听 `127.0.0.1`
2. **添加 API 认证**：使用 API key 或 JWT
3. **限制命令白名单**：只允许安全的 CLI 命令
4. **速率限制**：防止滥用
---
*由 Zero (零号) 生成 | 2026-03-16*
docs/references/comfy-cli-table-parser.md
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# comfy-cli Box Table 解析指南
> 文档版本：1.0
> 最后更新：2026-03-17
> 目标：将 rich box table 输出转换为结构化 JSON/CSV
---
## 问题背景
comfy-cli 使用 `rich.table.Table` 输出格式化的表格，例如：
```
┌──────────────────────────┬─────────────┬─────────┐
│ Name │ Version │ Status │
├──────────────────────────┼─────────────┼─────────┤
│ ComfyUI-Impact-Pack │ v5.12.1 │ enabled │
│ ComfyUI-Manager │ v2.45.0 │ enabled │
└──────────────────────────┴─────────────┴─────────┘
```
这种格式对人类友好，但对程序解析不友好。需要专门的解析器。
---
## 方案对比
| 方案 | 优点 | 缺点 | 推荐场景 |
|------|------|------|----------|
| **方案 1：修改 comfy-cli 源码** | 最彻底，直接输出 JSON | 需要维护 fork 版本 | 长期方案 |
| **方案 2：使用 rich 的 Console 捕获** | 无需修改源码 | 需要导入 comfy-cli 内部模块 | Python 集成 |
| **方案 3：文本解析（推荐）** | 独立，无侵入 | 需要维护解析器 | REST API 集成 |
| **方案 4：直接文件系统访问** | 最可靠 | 仅适用于 list 类命令 | 模型/节点列表 |
---
## 方案 1：修改 comfy-cli 源码（最彻底）
在 `comfy_cli/ui.py` 中添加 JSON 输出选项：
```python
# comfy_cli/ui.py 修改版
import json
def display_table(
data: list[tuple],
column_names: list[str],
title: str = "",
output_format: str = "table" # 新增参数
) -> None:
if output_format == "json":
# 输出 JSON
result = [
dict(zip(column_names, row))
for row in data
]
print(json.dumps(result, indent=2))
else:
# 原有 table 输出
table = Table(title=title)
for name in column_names:
table.add_column(name, overflow="fold")
for row in data:
table.add_row(*[str(item) for item in row])
console.print(table)
```
**使用方式：**
```bash
comfy node show installed --format json
```
**优点：**
- 一劳永逸
- 官方支持
**缺点：**
- 需要 fork 并维护 comfy-cli
- 每次更新需要合并上游变更
---
## 方案 2：使用 rich 的 Console 捕获（Python 集成）
在 Python 代码中捕获 rich 的输出：
```python
from io import StringIO
from rich.console import Console
from rich.table import Table
def capture_table_output(data: list[tuple], column_names: list[str]) -> str:
"""捕获 rich table 输出为字符串"""
output = StringIO()
console = Console(file=output, force_terminal=False)
table = Table()
for name in column_names:
table.add_column(name)
for row in data:
table.add_row(*[str(item) for item in row])
console.print(table)
return output.getvalue()
# 然后解析字符串...
```
**优点：**
- 无需修改 comfy-cli
- 可以在自己的代码中使用
**缺点：**
- 仍然需要解析 box table
- 不适用于 CLI 调用场景
---
## 方案 3：文本解析器（推荐用于 REST API）
### 3.1 使用 `rich` 的内置解析
```python
from rich.console import Console
from rich.table import Table
import re
def parse_rich_table(table_text: str) -> list[dict]:
"""
解析 rich box table 文本为字典列表
Args:
table_text: rich table 的原始输出文本
Returns:
字典列表，每个字典代表一行
"""
lines = table_text.strip().split('\n')
# 过滤掉边框行
data_lines = []
for line in lines:
# 跳过纯边框行（只包含 ─┌┐└┘├┤┬┴┼│ 的行）
if re.match(r'^[\s┌─┬┐├─┼┤└─┴┘│]+$', line):
continue
data_lines.append(line)
if len(data_lines) < 2:
return []
# 第一行是表头
header_line = data_lines[0]
# 提取列名（去掉 │ 符号）
headers = [h.strip() for h in header_line.split('│')[1:-1]]
# 解析数据行
result = []
for line in data_lines[1:]:
if '│' not in line:
continue
cells = [c.strip() for c in line.split('│')[1:-1]]
if len(cells) == len(headers):
result.append(dict(zip(headers, cells)))
return result
# 示例
table_output = """
┌──────────────────────────┬─────────────┬─────────┐
│ Name │ Version │ Status │
├──────────────────────────┼─────────────┼─────────┤
│ ComfyUI-Impact-Pack │ v5.12.1 │ enabled │
│ ComfyUI-Manager │ v2.45.0 │ enabled │
└──────────────────────────┴─────────────┴─────────┘
"""
result = parse_rich_table(table_output)
# [
# {"Name": "ComfyUI-Impact-Pack", "Version": "v5.12.1", "Status": "enabled"},
# {"Name": "ComfyUI-Manager", "Version": "v2.45.0", "Status": "enabled"}
# ]
```
### 3.2 使用第三方库 `rich-argparse` + `pandas`
```python
import pandas as pd
from io import StringIO
def parse_table_with_pandas(table_text: str) -> pd.DataFrame:
"""使用 pandas 解析 box table"""
# 清理边框字符
cleaned = table_text
for char in '┌─┬┐├─┼┤└─┴┘│':
cleaned = cleaned.replace(char, '│' if char == '│' else ' ')
lines = [line for line in cleaned.split('\n') if line.strip() and '│' in line]
if len(lines) < 2:
return pd.DataFrame()
# 分割列
data = []
for line in lines:
cells = [c.strip() for c in line.split('│') if c.strip()]
data.append(cells)
headers = data[0]
rows = data[1:]
return pd.DataFrame(rows, columns=headers)
```
### 3.3 使用专用库 `asciitable` / `terminaltables`
```bash
pip install asciitable
```
```python
import asciitable
def parse_with_asciitable(table_text: str) -> list[dict]:
"""使用 asciitable 解析"""
try:
return asciitable.read(table_text)
except Exception:
# 降级到手动解析
return parse_rich_table(table_text)
```
### 3.4 完整的解析器实现（推荐）
```python
# comfy_cli_parser.py
import re
import json
from typing import List, Dict, Any, Optional
from dataclasses import dataclass
@dataclass
class ParseResult:
success: bool
data: Any
error: Optional[str] = None
raw_output: str = ""
class ComfyCliTableParser:
"""comfy-cli box table 解析器"""
# Box-drawing 字符
BOX_CHARS = set('┌─┬┐├─┼┤└─┴┘│')
SEPARATOR_CHARS = set('─┼┤├')
def parse(self, output: str, command: str) -> ParseResult:
"""解析 comfy-cli 输出"""
try:
if self._is_table(output):
return self._parse_table(output)
elif self._is_list(output):
return self._parse_list(output)
elif self._is_key_value(output):
return self._parse_key_value(output)
else:
return ParseResult(
success=False,
data={"raw": output},
error="Unknown output format"
)
except Exception as e:
return ParseResult(
success=False,
data=None,
error=str(e),
raw_output=output
)
def _is_table(self, text: str) -> bool:
"""检测是否为 box table"""
return any(c in text for c in '┌├└│')
def _is_list(self, text: str) -> bool:
"""检测是否为简单列表（每行一个项目）"""
lines = [l.strip() for l in text.strip().split('\n') if l.strip()]
return len(lines) > 1 and not self._is_table(text)
def _is_key_value(self, text: str) -> bool:
"""检测是否为键值对格式"""
return ':' in text and not self._is_table(text)
def _parse_table(self, text: str) -> ParseResult:
"""解析 box table"""
lines = text.strip().split('\n')
# 提取数据行（跳过纯边框行）
data_lines = []
for line in lines:
if '│' in line and not re.match(r'^[\s┌─┬┐├─┼┤└─┴┘]+$', line):
data_lines.append(line)
if len(data_lines) < 2:
return ParseResult(
success=True,
data=[],
raw_output=text
)
# 解析表头
header_line = data_lines[0]
headers = self._extract_cells(header_line)
# 解析数据行
rows = []
for line in data_lines[1:]:
cells = self._extract_cells(line)
if len(cells) == len(headers):
rows.append(dict(zip(headers, cells)))
return ParseResult(
success=True,
data=rows,
raw_output=text
)
def _extract_cells(self, line: str) -> List[str]:
"""从一行中提取单元格内容"""
# 分割并清理
parts = line.split('│')
cells = []
for part in parts:
cell = part.strip()
# 移除剩余的边框字符
cell = re.sub(r'^[┌├└┬┼┴]+', '', cell)
cell = re.sub(r'[┐┤┘┬┼┴]+$', '', cell)
if cell:
cells.append(cell)
return cells
def _parse_list(self, text: str) -> ParseResult:
"""解析简单列表"""
lines = [l.strip() for l in text.strip().split('\n') if l.strip()]
return ParseResult(
success=True,
data={"items": lines, "count": len(lines)},
raw_output=text
)
def _parse_key_value(self, text: str) -> ParseResult:
"""解析键值对"""
result = {}
for line in text.strip().split('\n'):
if ':' in line:
key, value = line.split(':', 1)
result[key.strip().lower().replace(' ', '_')] = value.strip()
return ParseResult(
success=True,
data=result,
raw_output=text
)
def to_json(self, result: ParseResult) -> str:
"""转换为 JSON 字符串"""
return json.dumps({
"success": result.success,
"data": result.data,
"error": result.error
}, indent=2, ensure_ascii=False)
# 使用示例
if __name__ == "__main__":
parser = ComfyCliTableParser()
# 示例：解析 node show 输出
node_output = """
┌──────────────────────────┬─────────────┬─────────┐
│ Name │ Version │ Status │
├──────────────────────────┼─────────────┼─────────┤
│ ComfyUI-Impact-Pack │ v5.12.1 │ enabled │
│ ComfyUI-Manager │ v2.45.0 │ enabled │
└──────────────────────────┴─────────────┴─────────┘
"""
result = parser.parse(node_output, "node show")
print(parser.to_json(result))
# 输出：
# {
# "success": true,
# "data": [
# {"Name": "ComfyUI-Impact-Pack", "Version": "v5.12.1", "Status": "enabled"},
# {"Name": "ComfyUI-Manager", "Version": "v2.45.0", "Status": "enabled"}
# ]
# }
```
---
## 方案 4：直接文件系统访问（最可靠）
对于 `model list` 和 `node simple-show` 这类命令，直接读取文件系统比解析 CLI 输出更可靠：
```python
from pathlib import Path
from typing import List, Dict
import json
def list_models_direct(workspace: str, relative_path: str) -> Dict:
"""直接读取文件系统获取模型列表"""
full_path = Path(workspace) / relative_path
if not full_path.exists():
return {"success": False, "error": "Path not found"}
models = []
for f in full_path.iterdir():
if f.is_file() and f.suffix in ['.safetensors', '.ckpt', '.pt', '.bin']:
stat = f.stat()
models.append({
"filename": f.name,
"size": stat.st_size,
"size_human": _format_size(stat.st_size),
"modified": stat.st_mtime
})
return {
"success": True,
"data": {
"path": relative_path,
"models": sorted(models, key=lambda x: x["filename"]),
"count": len(models)
}
}
def _format_size(bytes: int) -> str:
for unit in ['B', 'KB', 'MB', 'GB', 'TB']:
if bytes < 1024:
return f"{bytes:.1f} {unit}"
bytes /= 1024
return f"{bytes:.1f} TB"
```
---
## REST API 集成建议
在 REST API 层，推荐**组合方案**：
```python
# handlers/models.py
from aiohttp import web
from comfy_cli_parser import ComfyCliTableParser
import subprocess
class ModelHandler:
def __init__(self, workspace: str):
self.workspace = workspace
self.parser = ComfyCliTableParser()
async def list_models(self, request: web.Request) -> web.Response:
"""列出模型"""
# 方案 4：直接文件系统访问（推荐）
data = list_models_direct(self.workspace, "models/checkpoints")
return web.json_response(data)
async def show_nodes(self, request: web.Request) -> web.Response:
"""显示节点列表"""
# 方案 3：CLI + 解析器
cmd = ["comfy", "--workspace", self.workspace, "node", "simple-show", "installed"]
result = subprocess.run(cmd, capture_output=True, text=True)
parse_result = self.parser.parse(result.stdout, "node simple-show")
return web.json_response({
"success": parse_result.success,
"data": parse_result.data,
"raw_output": parse_result.raw_output if request.query.get("debug") else None
})
```
---
## 现有工具推荐
| 工具 | 用途 | 链接 |
|------|------|------|
| `rich` | 生成和解析 table | `pip install rich` |
| `pandas` | 数据框处理 | `pip install pandas` |
| `asciitable` | ASCII 表格解析 | `pip install asciitable` |
| `texttable` | 文本表格生成/解析 | `pip install texttable` |
---
## 总结
| 场景 | 推荐方案 |
|------|----------|
| **REST API 集成** | 方案 3（文本解析器）+ 方案 4（直接文件系统） |
| **Python 脚本集成** | 方案 2（rich Console 捕获） |
| **长期使用** | 方案 1（修改 comfy-cli 源码，添加 `--format json` 选项） |
| **简单列表查询** | 方案 4（直接文件系统访问） |
---
*由 Zero (零号) 生成 | 2026-03-17*