108 lines
4.3 KiB
Python
108 lines
4.3 KiB
Python
import json
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from LibLibUtil import LibLibUtil
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class PuLIDGenerator:
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def __init__(self):
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self.liblib_util = LibLibUtil()
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# PuLID人像换脸参数示例
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self.template_uuid = "6f7c4652458d4802969f8d089cf5b91f"
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self.default_params = {
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"steps": 20,
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"width": 768,
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"height": 1024,
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"imgCount": 1
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}
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def set_template_uuid(self, template_uuid):
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"""设置模板UUID"""
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self.template_uuid = template_uuid
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return self
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def set_default_params(self, **kwargs):
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"""设置默认生成参数"""
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self.default_params.update(kwargs)
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return self
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def build_control_net_params(self, reference_image_url, control_weight=1.0):
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"""构建控制网络参数"""
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return [{
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"unitOrder": 0,
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"sourceImage": reference_image_url,
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"width": self.default_params["width"],
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"height": self.default_params["height"],
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"preprocessor": 0,
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"annotationParameters": {"none": {}},
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"model": "405836d1ae2646b4ba2716ed6bd5453a",
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"controlWeight": control_weight,
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"startingControlStep": 0,
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"endingControlStep": 1,
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"pixelPerfect": 1,
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"controlMode": 0,
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"resizeMode": 1
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}]
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def generate_image(self, prompt, reference_image_url, control_weight=1.0):
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"""根据提示词和参考图片生成图像，并自动处理后续流程"""
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# 构建生成参数
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generate_params = {
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"templateUuid": self.template_uuid,
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"generateParams": {
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"prompt": prompt,
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**self.default_params,
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"controlNet": self.build_control_net_params(reference_image_url, control_weight)
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}
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}
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# 调用生成接口
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try:
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response = self.liblib_util.post_request(
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"/api/generate/webui/text2img",
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generate_params
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)
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print(f"API响应: {json.dumps(response, ensure_ascii=False, indent=2)}")
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if response and "generateUuid" in response:
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generate_uuid = response["generateUuid"]
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print("✅ 图像生成任务已成功提交！")
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print(f"生成UUID: {generate_uuid}")
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print("开始轮询生成状态...")
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# 每2秒探测一次生成状态，直到完成
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status_data = self.liblib_util.wait_for_generation_completion(
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generate_uuid, interval=2
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)
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# 检查生成状态
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if status_data and status_data.get("generateStatus") == 5:
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print("🎉 图像生成完成！开始处理文件...")
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# 提取图片URL
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if status_data.get("images") and len(status_data["images"]) > 0:
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image_url = status_data["images"][0]["imageUrl"]
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# 下载并上传到OBS
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obs_url = self.liblib_util.download_and_upload_to_obs(
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image_url, generate_uuid
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)
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if obs_url:
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print(f"✅ 文件处理完成，OBS地址: {obs_url}")
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return obs_url
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else:
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print("❌ 文件上传OBS失败")
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return None
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else:
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print("❌ 未找到生成的图片数据")
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return None
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else:
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error_msg = status_data.get('message', '未知错误') if status_data else '生成状态查询失败'
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print(f"❌ 图像生成失败: {error_msg}")
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return None
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else:
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error_msg = response.get('message', '未知错误') if response else 'API无响应'
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print(f"❌ 图像生成失败: {error_msg}")
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return None
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except Exception as e:
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print(f"请求发生异常: {str(e)}")
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return None |