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【ComfyUI的API接口调用示例】_comfyui api调用例子
作者：寸_铁 | 2024-08-07 22:31:20
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comfyui api调用例子
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”}"
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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"
}
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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
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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"
}
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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" } } } }
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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": {}
}
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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
}
}
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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": []
}
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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
}
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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" } ] ] } } }
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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" } ] ] } } }
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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 } ] }
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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 } }
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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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