zhuguangbin
commited on
Commit
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9c7472b
1
Parent(s):
94c4287
draft
Browse files- .gitignore +1 -0
- app.py +77 -0
- requirements.txt +3 -0
.gitignore
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__pycache__/
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app.py
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import gradio as gr
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import requests
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import time
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from PIL import Image
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import os, io, json
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import base64
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sd_api_base = os.environ["SD_API_BASE"]
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sd_api_key = os.environ["SD_API_KEY"]
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# 发送POST请求的函数
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def send_post_request(input_json_string):
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try:
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# 尝试将输入的字符串转换为JSON对象
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data = json.loads(input_json_string)
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except json.JSONDecodeError as e:
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return f"输入的字符串不是有效的JSON格式: {e}"
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url = f"{sd_api_base}/txt2img/run/"
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headers = {
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'Content-Type': 'application/json',
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'Authorization': f'Bearer {sd_api_key}',
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}
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response = requests.post(url, headers=headers, json=data)
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if response.status_code == 200:
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return response.json()
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else:
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raise Exception(f"Error in POST request: {response.text}")
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# 轮询GET请求,直到异步操作完成
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def poll_status(id):
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url = f"{sd_api_base}/txt2img/status/{id}"
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headers = {
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'Content-Type': 'application/json',
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'Authorization': f'Bearer {sd_api_key}',
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}
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while True:
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response = requests.get(url, headers=headers)
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if response.status_code == 200:
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result = response.json()
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if result['status'] == 'COMPLETED':
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return result
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else:
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time.sleep(1) # 等待1秒后再次尝试
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else:
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raise Exception(f"Error in GET request: {response.text}")
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# 将Base64编码的图片数据转换为可显示的图片
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def display_images(output_json):
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images_data = output_json['output']['images']
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images = []
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for base64_data in images_data:
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image_data = base64.b64decode(base64_data)
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image = Image.open(io.BytesIO(image_data))
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images.append(image)
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return images
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# Gradio界面的函数
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def gradio_interface(input_json):
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post_response = send_post_request(input_json)
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print(post_response)
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status_response = poll_status(post_response['id'])
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images = display_images(status_response)
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return images
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# 设置Gradio界面
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iface = gr.Interface(
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fn=gradio_interface,
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inputs=gr.Textbox(lines=2, placeholder="Type something here..."),
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outputs="gallery"
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# examples=[{"prompt": "a dog"}]
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)
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# 启动Gradio应用程序
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iface.launch()
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requirements.txt
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gradio==4.3.0
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requests==2.31.0
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Pillow==10.0.1
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