robertvoy-ComfyUI-Distributed/docs/comfyui-distributed-api.md

# ComfyUI-Distributed API (Experimental)

This document describes the **public HTTP API** added to ComfyUI-Distributed to allow queueing *distributed* workflows from external tools (scripts, services, CI jobs, render farms, etc.) without using the ComfyUI web UI.

## Demo

- Video walkthrough: https://youtu.be/yiQlPd0MzLk

## Examples Repository

- Examples repo: https://github.com/umanets/ComfyUI-Distributed-API-examples.git

---

## Overview

### What this adds

- `POST /distributed/queue` — queues a workflow using the same distributed orchestration rules as the UI:
  - Detects distributed nodes in the prompt (`DistributedCollector`, `UltimateSDUpscaleDistributed`).
  - Resolves enabled/selected workers.
  - Pings workers (`GET /prompt`) to include only reachable ones.
  - Dispatches the workflow to workers (`POST /prompt`).
  - Queues the master workflow in ComfyUI’s prompt queue.

### What it does *not* add

- Authentication/authorization.
- A separate “job status” API for distributed results (you still use ComfyUI’s normal prompt history / websocket flow, and the existing `/distributed/queue_status/{job_id}` behavior for collector queues).

---

## Endpoint: `POST /distributed/queue`

Queue a workflow for distributed execution.

### URL

- `http://<master-host>:<master-port>/distributed/queue`

### Headers

- `Content-Type: application/json`

### Request Body

```json
{
  "prompt": { "<node_id>": { "class_type": "...", "inputs": { } } },
  "workflow": { },
  "client_id": "optional",
  "delegate_master": false,
  "enabled_worker_ids": ["1", "2"]
}
```

#### Fields

- `prompt` (required, object)
  - The ComfyUI prompt/workflow graph, same shape as used by `POST /prompt`.
- `workflow` (optional, object)
  - Workflow metadata that ComfyUI normally stores in `extra_pnginfo.workflow`.
  - If you don’t care about UI metadata, you can omit it.
- `client_id` (optional, string)
  - Passed through as `extra_data.client_id` (useful if you consume ComfyUI websocket events).
- `delegate_master` (optional, boolean)
  - If `true`, attempts “workers-only” execution for workflows based on `DistributedCollector`.
  - Current limitation: delegate-only mode **does not support** `UltimateSDUpscaleDistributed` and will fall back to running the full prompt on master.
- `enabled_worker_ids` (optional, array of strings)
  - If provided, only these worker IDs will be considered.
  - If omitted, the plugin uses workers marked as enabled in the UI config.

##### How to get `enabled_worker_ids`

Worker IDs come from the plugin config (`GET /distributed/config`) under `workers[].id`.

Example (bash + `jq`):

```bash
curl -s "http://127.0.0.1:8188/distributed/config" \
  | jq -r '.workers[] | "id=\(.id)\tname=\(.name)\tenabled=\(.enabled)\thost=\(.host)\tport=\(.port)\ttype=\(.type)"'
```

Example (PowerShell):

```powershell
$cfg = Invoke-RestMethod "http://127.0.0.1:8188/distributed/config"
$cfg.workers | Select-Object id,name,enabled,host,port,type | Format-Table -AutoSize
```

### Response Body

```json
{
  "prompt_id": "<uuid>",
  "worker_count": 2
}
```

- `prompt_id` — the master prompt id queued into ComfyUI.
- `worker_count` — number of workers that received a dispatched prompt (only those that passed the health check).

### Status Codes

- `200` — queued.
- `400` — invalid JSON or invalid body.
- `500` — orchestration/dispatch failure (see server logs for details).

---

## Worker requirements (important)

For a worker to participate, it must be reachable from the master:

- Health check: `GET <worker-base>/prompt` must return HTTP 200.
- Dispatch: `POST <worker-base>/prompt` must accept the workflow.

Also, for collector-based flows:

- Workers will send results back to the master via `POST /distributed/job_complete` (that route must be reachable from workers).

### CORS note

If you call the API from a browser (not from a backend), ensure the master ComfyUI is started with `--enable-cors-header`.

---

## Examples

### 1) Minimal `curl`

```bash
curl -X POST "http://127.0.0.1:8188/distributed/queue" \
  -H "Content-Type: application/json" \
  -d @payload.json
```

Where `payload.json` contains at least:

```json
{
  "prompt": {
    "1": {"class_type": "KSampler", "inputs": {} }
  }
}
```

### 2) Python (`requests`)

```python
import requests

url = "http://127.0.0.1:8188/distributed/queue"
payload = {
    "prompt": {...},
    "workflow": {...},
    "delegate_master": False,
    "enabled_worker_ids": ["1", "2"],
}

r = requests.post(url, json=payload, timeout=60)
r.raise_for_status()
print(r.json())
```

### 3) JavaScript (`fetch`)

```js
const url = "http://127.0.0.1:8188/distributed/queue";

const payload = {
  prompt: {/* ... */},
  workflow: {/* ... */},
  delegate_master: false,
  enabled_worker_ids: ["1", "2"],
};

const resp = await fetch(url, {
  method: "POST",
  headers: { "Content-Type": "application/json" },
  body: JSON.stringify(payload),
});

if (!resp.ok) throw new Error(await resp.text());
console.log(await resp.json());
```

---

## Operational notes / gotchas

- If the workflow contains **no distributed nodes**, the endpoint falls back to normal master queueing and returns `worker_count: 0`.
- Worker selection is “best-effort”: offline workers are skipped.
- For public URLs/tunnels: prefer configuring `master.host` with an explicit scheme (`https://...`) to avoid ambiguity.

---

## Changelog (this feature)

- Added `POST /distributed/queue` endpoint.
- Added orchestration module used by the endpoint.