包含: - hair_service_sd: 换发型/换发色算法服务 (端口 8801) - photo_service: LoRA 训练调度服务 (端口 32678) - stable-diffusion-webui: SD WebUI 推理服务 (端口 57860) - kohya_ss_home: 训练环境代码 - meidaojia: 监控测试脚本 - setup.sh: 一键部署脚本 (conda环境恢复 + 配置生成 + 完整性检查) - start_all_services.sh: 启动3个服务 - configure.ini.template: 路径模板化 (BASE_DIR自动推导) - conda_envs/py310.yml: py310 环境定义 大文件 (weights/, models/, data/, conda_envs/*.tar.gz 等) 通过 .gitignore 排除, 由网盘单独上传。
128 lines
3.5 KiB
Python
128 lines
3.5 KiB
Python
import threading
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import requests
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import json
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import base64
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import time
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import random
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# url = 'http://xiangsilian.com:18801/api/swapHair/v1'
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url = 'https://779460252262853-http-8801.northwest1.gpugeek.com:8443/api/swapHair/v1'
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headers = {'Content-Type': 'application/json'}
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data = {
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#"hair_id": "1907651680352395265",
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"hair_id": "1954538119216013313",
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"task_id": "3455643521235",
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"user_img_path": "https://cdn.meidaojia.com/ZoeFiles/testuser_8.JPG",
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"is_hr": "false",
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"output_format": "base64"
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}
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def image_to_base64(file_path, mime_type=None):
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"""
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将图片文件转换为带Base64前缀的Data URI字符串
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参数:
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file_path (str): 图片文件路径
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mime_type (str): 可选,指定MIME类型。如果为None,则根据文件扩展名自动判断
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返回:
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str: 带Base64前缀的Data URI字符串
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"""
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# 如果没有指定MIME类型,根据文件扩展名推断
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if mime_type is None:
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extension = file_path.split('.')[-1].lower()
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mime_types = {
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'jpg': 'image/jpeg',
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'jpeg': 'image/jpeg',
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'png': 'image/png',
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'gif': 'image/gif',
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'webp': 'image/webp',
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'bmp': 'image/bmp'
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}
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mime_type = mime_types.get(extension, 'application/octet-stream')
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# 读取文件内容并编码为Base64
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with open(file_path, 'rb') as image_file:
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encoded_string = base64.b64encode(image_file.read()).decode('utf-8')
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# 组合成Data URI格式
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return f"data:{mime_type};base64,{encoded_string}"
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img64_str = image_to_base64("wertwert.jpg")
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data['user_img_path'] = img64_str
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responses = []
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lock = threading.Lock()
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send_index = 0
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def send_request(start_time):
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try:
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sleep_time = start_time
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time.sleep(sleep_time)
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global send_index
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send_data = data
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response = requests.post(url, headers=headers, json=send_data)
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with lock: # 加锁,防止多线程同时修改 responses
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responses.append(response)
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except Exception as e:
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with lock:
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responses.append({"error": str(e)})
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threads = []
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num_requests = 1
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time_start = time.time()
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start_time = 0
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for _ in range(num_requests):
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start_time = 0
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t = threading.Thread(target=send_request, args=(start_time,))
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t.start()
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threads.append(t)
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for t in threads:
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t.join()
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end_time = time.time()
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total_time = (end_time - time_start)
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qps = num_requests/total_time
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print(f"num_requests:{num_requests} total_time:{total_time} qps:{qps}")
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import base64
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import os
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def save_base64_image(base64_str, filename):
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"""
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将 Base64 编码的图片字符串保存为本地 JPG 文件。
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:param base64_str: Base64 编码的图片字符串(可能包含 data:image/jpeg;base64, 前缀)
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:param filename: 保存的文件名(例如 'image.jpg')
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"""
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# 如果包含 data URL 前缀,去掉它
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if base64_str.startswith("data:image"):
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base64_str = base64_str.split(",", 1)[1]
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try:
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image_data = base64.b64decode(base64_str)
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with open(filename, "wb") as f:
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f.write(image_data)
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print(f"图片已保存为 {filename}")
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except Exception as e:
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print(f"保存图片失败: {e}")
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# 打印所有响应
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for i, resp in enumerate(responses, 1):
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print(f"请求 {i} 结果: {resp.status_code, resp.text[:128]}")
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json_obj = json.loads(resp.text)
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data_string = json_obj['data']
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save_base64_image(data_string, f"response_{i}.jpg") |