【ComfyUI的API接口调用示例】
本文调用接口示例主要指导需要调用ComfyUI的开发者如何调用ComfyUI官方的API接口提交任务、查询历史、获取绘画视频结果等。阅读本文的前提是你本地已经安装了ComfyUI，并且对工作流绘画和生成视频已经有所了解。
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ComfyUI的API接口调用示例
本文目的
本文调用接口示例主要指导需要调用ComfyUI的开发者如何调用ComfyUI官方的API接口提交任务、查询历史、获取绘画视频结果等。
阅读本文的前提是你本地已经安装了ComfyUI，并且对工作流绘画和生成视频已经有所了解。注意如图右边栏目保存API格式的工作流。
ComfyUI的测试地址
本地comfyui测试地址：http://127.0.0.1:8188
POST /upload/mask
POST /upload/mask
上传蒙版图片接口，一般用于局部重绘
Body 请求参数
image: file://C:\Users\dourungeng\Pictures\640.png
type: input
subfolder: clipspace
original_ref: "{“filename”:”640.png”,”type”:”input”,”subfolder”:”clipspace”}"
请求参数
| 名称 | 位置 | 类型 | 必选 | 说明 |
|---|---|---|---|---|
| body | body | object | 否 | none |
| » image | body | string(binary) | 是 | 图片将以二进制格式发送到服务器 |
| » type | body | string | 否 | 上传图片的目标文件夹 |
| » subfolder | body | string | 否 | 上传图片的目标子文件夹 |
| » original_ref | body | string | 是 | none |
返回成功示例
{
"name": "640.png",
"subfolder": "clipspace",
"type": "input"
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » name | string | true | none | none | |
| » subfolder | string | true | none | none | |
| » type | string | true | none | none |
POST /upload/image
POST /upload/image
上传图片接口
Body 请求参数
image: string
请求参数
| 名称 | 位置 | 类型 | 必选 | 说明 |
|---|---|---|---|---|
| body | body | object | 否 | none |
| » image | body | string(binary) | 是 | 图片将以二进制格式发送到服务器 |
返回成功示例
{
"name": "0e9f-hiixpup5792613.jpg",
"subfolder": "",
"type": "input"
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » name | string | true | none | none | |
| » subfolder | string | true | none | none | |
| » type | string | true | none | none |
POST /prompt
POST /prompt
绘图任务的下发接口，此接口只做任务下发，返回任务ID信息。
Body 请求参数
{
"client_id": "533ef3a3-39c0-4e39-9ced-37d290f371f8",
"prompt": {
"3": {
"inputs": {
"seed": 0,
"steps": 20,
"cfg": 2.5,
"sampler_name": "euler",
"scheduler": "karras",
"denoise": 1,
"model": [
"14",
0
],
"positive": [
"12",
0
],
"negative": [
"12",
1
],
"latent_image": [
"12",
2
]
},
"class_type": "KSampler",
"_meta": {
"title": "K采样器"
}
},
"8": {
"inputs": {
"samples": [
"3",
0
],
"vae": [
"15",
2
]
},
"class_type": "VAEDecode",
"_meta": {
"title": "VAE解码"
}
},
"12": {
"inputs": {
"width": 1024,
"height": 576,
"video_frames": 14,
"motion_bucket_id": 32,
"fps": 6,
"augmentation_level": 0,
"clip_vision": [
"15",
1
],
"init_image": [
"23",
0
],
"vae": [
"15",
2
]
},
"class_type": "SVD_img2vid_Conditioning",
"_meta": {
"title": "SVD_图像到视频_条件"
}
},
"14": {
"inputs": {
"min_cfg": 1,
"model": [
"15",
0
]
},
"class_type": "VideoLinearCFGGuidance",
"_meta": {
"title": "线性CFG引导"
}
},
"15": {
"inputs": {
"ckpt_name": "svd_xt_1_1.safetensors"
},
"class_type": "ImageOnlyCheckpointLoader",
"_meta": {
"title": "Checkpoint加载器(仅图像)"
}
},
"23": {
"inputs": {
"image": "C:\\Users\\dourungeng\\Pictures\\elephant1.png [input]",
"upload": "image"
},
"class_type": "LoadImage",
"_meta": {
"title": "加载图像"
}
},
"24": {
"inputs": {
"frame_rate": 6,
"loop_count": 0,
"filename_prefix": "SVD_img2vid",
"format": "image/gif",
"pingpong": false,
"save_output": true,
"images": [
"8",
0
]
},
"class_type": "VHS_VideoCombine",
"_meta": {
"title": "合并为视频"
}
}
}
}
请求参数
| 名称 | 位置 | 类型 | 必选 | 说明 |
|---|---|---|---|---|
| body | body | object | 否 | none |
| » client_id | body | string | 是 | none |
| » prompt | body | object | 是 | none |
返回成功示例
{
"prompt_id": "3604be44-eb6b-4d54-b82d-62d31a6c0b36",
"number": 8,
"node_errors": {}
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » prompt_id | string | true | none | none | |
| » number | integer | true | none | none | |
| » node_errors | object | true | none | none |
GET /prompt
GET /prompt
获取服务器当前剩余任务列队的数量
返回成功示例
{
"exec_info": {
"queue_remaining": 0
}
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » exec_info | object | true | none | none | |
| »» queue_remaining | integer | true | none | none |
GET /view
GET /view
图片的在线预览接口（上传图像，生图图像，蒙蔽图像，均通过该接口预览）
请求参数
| 名称 | 位置 | 类型 | 必选 | 说明 |
|---|---|---|---|---|
| filename | query | string | 是 | 图片名称 |
| type | query | string | 否 | 图片存放位置的文件夹（input为长传图片，output为生成的图片） |
| subfolder | query | string | 否 | 子文件夹(没有可不填) |
| preview | query | string | 否 | 预览 |
| channel | query | string | 否 | none |
返回示例
成功
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
GET /queue
GET /queue
获取任务队列数量
返回示例
成功
{
"queue_running": [],
"queue_pending": []
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » queue_running | [string] | true | none | none | |
| » queue_pending | [string] | true | none | none |
POST /queue
POST /queue
清除列队/无返回信息则为成功
Body 请求参数
{
"clear": true
}
请求参数
| 名称 | 位置 | 类型 | 必选 | 说明 |
|---|---|---|---|---|
| body | body | object | 否 | none |
返回示例
200 Response
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
POST /interrupt
POST /interrupt
取消当前任务/不需任何参数
返回示例
200 Response
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
GET /history/{prompt_id}
GET /history/39d61fa4-58a4-4f61-a547-caab0f4c3a53
获取历史任务数据(根据任务prompt_id获取历史数据)
返回成功示例
{
"39d61fa4-58a4-4f61-a547-caab0f4c3a53": {
"prompt": [
10,
"39d61fa4-58a4-4f61-a547-caab0f4c3a53",
{
"3": {
"inputs": {
"seed": 687973405480854,
"steps": 30,
"cfg": 8,
"sampler_name": "dpmpp_2m",
"scheduler": "karras",
"denoise": 1,
"model": [
"4",
0
],
"positive": [
"6",
0
],
"negative": [
"7",
0
],
"latent_image": [
"5",
0
]
},
"class_type": "KSampler",
"_meta": {
"title": "K采样器"
}
},
"4": {
"inputs": {
"ckpt_name": "sdxl-动漫二次元_2.0.safetensors"
},
"class_type": "CheckpointLoaderSimple",
"_meta": {
"title": "Checkpoint加载器(简易)"
}
},
"5": {
"inputs": {
"width": 512,
"height": 512,
"batch_size": 1
},
"class_type": "EmptyLatentImage",
"_meta": {
"title": "空Latent"
}
},
"6": {
"inputs": {
"text": "1girl,flower,outdoors,solo,dress,long hair,closed eyes,sky,holding,smile,cloud,open mouth,field,blush,day,blue sky,white flower,holding flower,flower field,short sleeves,teeth,blue dress,petals,:d,facing viewer,grey hair,floating hair,wind,happy,^_^,daisy,upper teeth only,white dress,",
"clip": [
"4",
1
]
},
"class_type": "CLIPTextEncode",
"_meta": {
"title": "CLIP文本编码器"
}
},
"7": {
"inputs": {
"text": "(worst quality, low quality),deformed,distorted,disfigured,doll,poorly drawn,bad anatomy,wrong anatomy,",
"clip": [
"4",
1
]
},
"class_type": "CLIPTextEncode",
"_meta": {
"title": "CLIP文本编码器"
}
},
"8": {
"inputs": {
"samples": [
"3",
0
],
"vae": [
"4",
2
]
},
"class_type": "VAEDecode",
"_meta": {
"title": "VAE解码"
}
},
"9": {
"inputs": {
"filename_prefix": "ComfyUI",
"images": [
"8",
0
]
},
"class_type": "SaveImage",
"_meta": {
"title": "保存图像"
}
}
},
{
"client_id": "533ef3a3-39c0-4e39-9ced-37d290f371f8"
},
[
"9"
]
],
"outputs": {
"9": {
"images": [
{
"filename": "ComfyUI_00138_.png",
"subfolder": "",
"type": "output"
}
]
}
},
"status": {
"status_str": "success",
"completed": true,
"messages": [
[
"execution_start",
{
"prompt_id": "39d61fa4-58a4-4f61-a547-caab0f4c3a53"
}
],
[
"execution_cached",
{
"nodes": [],
"prompt_id": "39d61fa4-58a4-4f61-a547-caab0f4c3a53"
}
]
]
}
}
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » 39d61fa4-58a4-4f61-a547-caab0f4c3a53 | object | true | none | 下发任务prompt_id | |
| »» prompt | [object] | true | none | 下发任务的api工作流的原始提交参数 | |
| »» outputs | [object] | true | none | 输出的结果 | |
| »» status | [object] | true | none | 任务状态 |
GET /history
GET /history
获取历史任务列表
返回成功示例
{
"d40751e8-3e96-472f-a818-90d36d06faf1": {
"prompt": [
0,
"d40751e8-3e96-472f-a818-90d36d06faf1", {
"3": {
"inputs": {
"seed": 0,
"steps": 30,
"cfg": 8,
"sampler_name": "dpmpp_2m",
"scheduler": "karras",
"denoise": 1,
"model": [
"4",
0
],
"positive": [
"6",
0
],
"negative": [
"7",
0
],
"latent_image": [
"5",
0
]
},
"class_type": "KSampler",
"_meta": {
"title": "K采样器"
}
},
"4": {
"inputs": {
"ckpt_name": "sdxl-动漫二次元_2.0.safetensors"
},
"class_type": "CheckpointLoaderSimple",
"_meta": {
"title": "Checkpoint加载器(简易)"
}
},
"5": {
"inputs": {
"width": 512,
"height": 512,
"batch_size": 1
},
"class_type": "EmptyLatentImage",
"_meta": {
"title": "空Latent"
}
},
"6": {
"inputs": {
"text": "1girl,flower,outdoors,solo,dress,long hair,closed eyes,sky,holding,smile,cloud,open mouth,field,blush,day,blue sky,white flower,holding flower,flower field,short sleeves,teeth,blue dress,petals,:d,facing viewer,grey hair,floating hair,wind,happy,^_^,daisy,upper teeth only,white dress,",
"clip": [
"4",
1
]
},
"class_type": "CLIPTextEncode",
"_meta": {
"title": "CLIP文本编码器"
}
},
"7": {
"inputs": {
"text": "(worst quality, low quality),deformed,distorted,disfigured,doll,poorly drawn,bad anatomy,wrong anatomy,",
"clip": [
"4",
1
]
},
"class_type": "CLIPTextEncode",
"_meta": {
"title": "CLIP文本编码器"
}
},
"8": {
"inputs": {
"samples": [
"3",
0
],
"vae": [
"4",
2
]
},
"class_type": "VAEDecode",
"_meta": {
"title": "VAE解码"
}
},
"9": {
"inputs": {
"filename_prefix": "ComfyUI",
"images": [
"8",
0
]
},
"class_type": "SaveImage",
"_meta": {
"title": "保存图像"
}
}
}, {
"extra_pnginfo": {
"workflow": {
"last_node_id": 9,
"last_link_id": 9,
"nodes": [{
"id": 5,
"type": "EmptyLatentImage",
"pos": [
473,
609
],
"size": {
"0": 315,
"1": 106
},
"flags": {},
"order": 0,
"mode": 0,
"outputs": [{
"name": "LATENT",
"type": "LATENT",
"links": "[Object]",
"slot_index": 0,
"label": "Latent"
}
],
"properties": {
"Node name for S&R": "EmptyLatentImage"
},
"widgets_values": [
512,
512,
1
]
}, {
"id": 8,
"type": "VAEDecode",
"pos": [
1209,
188
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [{
"name": "samples",
"type": "LATENT",
"link": 7,
"label": "Latent"
}, {
"name": "vae",
"type": "VAE",
"link": 8,
"label": "VAE"
}
],
"outputs": [{
"name": "IMAGE",
"type": "IMAGE",
"links": "[Object]",
"slot_index": 0,
"label": "图像"
}
],
"properties": {
"Node name for S&R": "VAEDecode"
}
}, {
"id": 9,
"type": "SaveImage",
"pos": [
1451,
189
],
"size": {
"0": 210,
"1": 58
},
"flags": {},
"order": 6,
"mode": 0,
"inputs": [{
"name": "images",
"type": "IMAGE",
"link": 9,
"label": "图像"
}
],
"properties": {},
"widgets_values": [
"ComfyUI"
]
}, {
"id": 4,
"type": "CheckpointLoaderSimple",
"pos": [
26,
474
],
"size": {
"0": 315,
"1": 98
},
"flags": {},
"order": 1,
"mode": 0,
"outputs": [{
"name": "MODEL",
"type": "MODEL",
"links": "[Object]",
"slot_index": 0,
"label": "模型"
}, {
"name": "CLIP",
"type": "CLIP",
"links": "[Object]",
"slot_index": 1,
"label": "CLIP"
}, {
"name": "VAE",
"type": "VAE",
"links": "[Object]",
"slot_index": 2,
"label": "VAE"
}
],
"properties": {
"Node name for S&R": "CheckpointLoaderSimple"
},
"widgets_values": [
"sdxl-动漫二次元_2.0.safetensors"
]
}, {
"id": 6,
"type": "CLIPTextEncode",
"pos": [
250,
70
],
"size": {
"0": 422.84503173828125,
"1": 164.31304931640625
},
"flags": {},
"order": 2,
"mode": 0,
"inputs": [{
"name": "clip",
"type": "CLIP",
"link": 3,
"label": "CLIP"
}
],
"outputs": [{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": "[Object]",
"slot_index": 0,
"label": "条件"
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"1girl,flower,outdoors,solo,dress,long hair,closed eyes,sky,holding,smile,cloud,open mouth,field,blush,day,blue sky,white flower,holding flower,flower field,short sleeves,teeth,blue dress,petals,:d,facing viewer,grey hair,floating hair,wind,happy,^_^,daisy,upper teeth only,white dress,"
]
}, {
"id": 7,
"type": "CLIPTextEncode",
"pos": [
340,
290
],
"size": {
"0": 425.27801513671875,
"1": 180.6060791015625
},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [{
"name": "clip",
"type": "CLIP",
"link": 5,
"label": "CLIP"
}
],
"outputs": [{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": "[Object]",
"slot_index": 0,
"label": "条件"
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"(worst quality, low quality),deformed,distorted,disfigured,doll,poorly drawn,bad anatomy,wrong anatomy,"
]
}, {
"id": 3,
"type": "KSampler",
"pos": [
863,
186
],
"size": {
"0": 315,
"1": 262
},
"flags": {},
"order": 4,
"mode": 0,
"inputs": [{
"name": "model",
"type": "MODEL",
"link": 1,
"label": "模型"
}, {
"name": "positive",
"type": "CONDITIONING",
"link": 4,
"label": "正面条件"
}, {
"name": "negative",
"type": "CONDITIONING",
"link": 6,
"label": "负面条件"
}, {
"name": "latent_image",
"type": "LATENT",
"link": 2,
"label": "Latent"
}
],
"outputs": [{
"name": "LATENT",
"type": "LATENT",
"links": "[Object]",
"slot_index": 0,
"label": "Latent"
}
],
"properties": {
"Node name for S&R": "KSampler"
},
"widgets_values": [
0,
"randomize",
30,
8,
"dpmpp_2m",
"karras",
1
]
}
],
"links": [
[
1,
4,
0,
3,
0,
"MODEL"
],
[
2,
5,
0,
3,
3,
"LATENT"
],
[
3,
4,
1,
6,
0,
"CLIP"
],
[
4,
6,
0,
3,
1,
"CONDITIONING"
],
[
5,
4,
1,
7,
0,
"CLIP"
],
[
6,
7,
0,
3,
2,
"CONDITIONING"
],
[
7,
3,
0,
8,
0,
"LATENT"
],
[
8,
4,
2,
8,
1,
"VAE"
],
[
9,
8,
0,
9,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1,
"offset": {
"0": 858,
"1": 196
}
}
},
"version": 0.4,
"widget_idx_map": {
"3": {
"seed": 0,
"sampler_name": 4,
"scheduler": 5
}
}
}
},
"client_id": "a4ff6051dabe4c7d994460b62c6c8f14"
},
[
"9"
]
],
"outputs": {
"9": {
"images": [{
"filename": "ComfyUI_00131_.png",
"subfolder": "",
"type": "output"
}
]
}
},
"status": {
"status_str": "success",
"completed": true,
"messages": [
[
"execution_start", {
"prompt_id": "d40751e8-3e96-472f-a818-90d36d06faf1"
}
],
[
"execution_cached", {
"nodes": [],
"prompt_id": "d40751e8-3e96-472f-a818-90d36d06faf1"
}
]
]
}
}
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » d40751e8-3e96-472f-a818-90d36d06faf1 | object | true | none | none | |
| »» prompt | [object] | true | none | none | |
| »» outputs | [object] | true | none | none | |
| »» status | [object] | true | none | none |
GET /system_stats
GET /system_stats
系统统计信息接口
返回成功示例
{
"system": {
"os": "nt",
"python_version": "3.10.11 (tags/v3.10.11:7d4cc5a, Apr 5 2023, 00:38:17) [MSC v.1929 64 bit (AMD64)]",
"embedded_python": false
},
"devices": [
{
"name": "cuda:0 NVIDIA GeForce RTX 4070 Ti SUPER : cudaMallocAsync",
"type": "cuda",
"index": 0,
"vram_total": 17170956288,
"vram_free": 15702425600,
"torch_vram_total": 67108864,
"torch_vram_free": 33554432
}
]
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » system | object | true | none | none | |
| »» os | string | true | none | none | |
| »» python_version | string | true | none | none | |
| »» embedded_python | boolean | true | none | none | |
| » devices | [object] | true | none | none | |
| »» name | string | false | none | none | |
| »» type | string | false | none | none | |
| »» index | integer | false | none | none | |
| »» vram_total | integer | false | none | none | |
| »» vram_free | integer | false | none | none | |
| »» torch_vram_total | integer | false | none | none | |
| »» torch_vram_free | integer | false | none | none |
GET /object_info/{node_class}
GET /object_info/KSampler
根据组件名称获取系统中组件参数
返回示例
成功
{
"KSampler": {
"input": {
"required": {
"model": [
"MODEL"
],
"seed": [
"INT",
{
"default": 0,
"min": 0,
"max": 18446744073709552000
}
],
"steps": [
"INT",
{
"default": 20,
"min": 1,
"max": 10000
}
],
"cfg": [
"FLOAT",
{
"default": 8,
"min": 0,
"max": 100,
"step": 0.1,
"round": 0.01
}
],
"sampler_name": [
[
"euler",
"euler_ancestral",
"heun",
"heunpp2",
"dpm_2",
"dpm_2_ancestral",
"lms",
"dpm_fast",
"dpm_adaptive",
"dpmpp_2s_ancestral",
"dpmpp_sde",
"dpmpp_sde_gpu",
"dpmpp_2m",
"dpmpp_2m_sde",
"dpmpp_2m_sde_gpu",
"dpmpp_3m_sde",
"dpmpp_3m_sde_gpu",
"ddpm",
"lcm",
"ddim",
"uni_pc",
"uni_pc_bh2"
]
],
"scheduler": [
[
"normal",
"karras",
"exponential",
"sgm_uniform",
"simple",
"ddim_uniform"
]
],
"positive": [
"CONDITIONING"
],
"negative": [
"CONDITIONING"
],
"latent_image": [
"LATENT"
],
"denoise": [
"FLOAT",
{
"default": 1,
"min": 0,
"max": 1,
"step": 0.01
}
]
}
},
"output": [
"LATENT"
],
"output_is_list": [
false
],
"output_name": [
"LATENT"
],
"name": "KSampler",
"display_name": "KSampler",
"description": "",
"category": "sampling",
"output_node": false
}
}
返回结果
| 状态码 | 状态码含义 | 说明 | 数据模型 |
|---|---|---|---|
| 200 | OK | 成功 | Inline |
返回数据结构
状态码 200
| 名称 | 类型 | 必选 | 约束 | 中文名 | 说明 |
|---|---|---|---|---|---|
| » KSampler | object | true | none | none | |
| »» input | object | true | none | none | |
| »»» required | object | true | none | none | |
| »»»» model | [string] | true | none | none | |
| »»»» seed | [object] | true | none | none |
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