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Create app.py
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app.py
ADDED
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| 1 |
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import os
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| 2 |
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import time
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| 3 |
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import logging
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from flask import Flask, request, Response
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import requests
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import json
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import concurrent.futures
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| 8 |
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| 9 |
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# 配置日志 - 只使用控制台输出,避免文件权限问题
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| 10 |
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logging.basicConfig(
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level=logging.INFO,
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| 12 |
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
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handlers=[logging.StreamHandler()]
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)
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logger = logging.getLogger(__name__)
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app = Flask(__name__)
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# 全局超时设置(秒)
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REQUEST_TIMEOUT = 90
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| 22 |
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def estimate_tokens(text):
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| 23 |
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"""估算文本的token数量(保守估计:1 token ≈ 2个字符)"""
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return len(text) // 2 if text else 0
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def truncate_messages(messages, max_tokens=15000):
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"""
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| 28 |
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截断消息列表以满足token限制
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"""
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if not messages:
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logger.info("消息列表为空,无需截断")
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return messages
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original_count = len(messages)
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original_tokens = sum([estimate_tokens(msg.get("content", "")) for msg in messages])
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logger.info(f"原始消息数量: {original_count}, 原始token估算: {original_tokens}")
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if original_tokens <= max_tokens:
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logger.info(f"原始token({original_tokens}) <= 限制({max_tokens}),无需截断")
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return messages
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if len(messages) <= 2:
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logger.info(f"消息数量 <= 2,直接返回,发送token: {original_tokens}")
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| 44 |
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return messages
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# 1. 最高优先级:保留最后两条消息
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| 47 |
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last_two = messages[-2:]
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| 48 |
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last_two_tokens = sum([estimate_tokens(msg.get("content", "")) for msg in last_two])
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logger.info(f"最后两条消息token: {last_two_tokens}")
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| 50 |
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if last_two_tokens > max_tokens:
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logger.warning(f"最后两条消息({last_two_tokens} tokens)超过限制({max_tokens} tokens),需要截断")
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chars_per_msg = (max_tokens * 2) // len(last_two)
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truncated_last = []
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for i, msg in enumerate(last_two):
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content = msg.get("content", "")
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if len(content) > chars_per_msg:
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| 60 |
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if i == len(last_two) - 1:
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truncated_content = "..." + content[-chars_per_msg+3:]
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else:
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truncated_content = content[:chars_per_msg-3] + "..."
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msg = {**msg, "content": truncated_content}
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truncated_last.append(msg)
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final_tokens = sum([estimate_tokens(msg.get("content", "")) for msg in truncated_last])
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logger.info(f"截断后仅保留最后两条消息,发送token: {final_tokens}")
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return truncated_last
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available_for_start = max_tokens - last_two_tokens
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logger.info(f"可用于开始对话的token容量: {available_for_start}")
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| 74 |
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start_messages = messages[:-2]
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preserved_start = []
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current_tokens = 0
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| 78 |
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for i, msg in enumerate(start_messages):
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| 79 |
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content = msg.get("content", "")
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| 80 |
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msg_tokens = estimate_tokens(content)
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| 81 |
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| 82 |
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if current_tokens + msg_tokens <= available_for_start:
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preserved_start.append(msg)
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| 84 |
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current_tokens += msg_tokens
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| 85 |
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else:
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remaining_tokens = available_for_start - current_tokens
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| 87 |
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remaining_chars = remaining_tokens * 2
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| 88 |
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| 89 |
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if remaining_chars > 100:
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truncated_content = content[:remaining_chars-3] + "..."
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| 91 |
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truncated_msg = {**msg, "content": truncated_content}
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| 92 |
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preserved_start.append(truncated_msg)
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current_tokens += estimate_tokens(truncated_content)
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break
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| 95 |
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| 96 |
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result = preserved_start + last_two
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| 97 |
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final_count = len(result)
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| 98 |
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final_tokens = sum([estimate_tokens(msg.get("content", "")) for msg in result])
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| 99 |
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| 100 |
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logger.info(f"截断完成: {original_count} -> {final_count} 条消息, {original_tokens} -> {final_tokens} tokens")
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| 102 |
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return result
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| 103 |
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| 104 |
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def process_request(url, headers, json_data, timeout):
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| 105 |
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"""处理请求并返回响应对象"""
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| 106 |
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try:
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| 107 |
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return requests.post(url, headers=headers, json=json_data, timeout=timeout)
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| 108 |
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except requests.exceptions.Timeout:
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| 109 |
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logger.warning("上游请求超时")
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| 110 |
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return None
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| 111 |
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except requests.exceptions.RequestException as e:
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| 112 |
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logger.error(f"上游请求异常: {e}")
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| 113 |
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return None
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| 114 |
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| 115 |
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@app.route('/v1/chat/completions', methods=['POST'])
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| 116 |
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def claude():
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| 117 |
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start_time = time.time()
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| 118 |
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| 119 |
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try:
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| 120 |
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json_data = request.get_json()
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| 121 |
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if not json_data:
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| 122 |
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logger.error("缺少JSON数据")
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| 123 |
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return Response(json.dumps({"error": "Missing JSON data"}), 400, content_type='application/json')
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| 124 |
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| 125 |
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model = json_data.get('model', 'unknown')
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| 126 |
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stream_flag = json_data.get('stream', False)
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| 127 |
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logger.info(f"收到请求 - 模型: {model}, 流式: {stream_flag}")
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| 128 |
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| 129 |
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if 'messages' in json_data and json_data['messages']:
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| 130 |
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original_msg_count = len(json_data['messages'])
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| 131 |
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json_data['messages'] = truncate_messages(json_data['messages'], max_tokens=15000)
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| 132 |
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final_msg_count = len(json_data['messages'])
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| 133 |
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| 134 |
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if original_msg_count != final_msg_count:
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| 135 |
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logger.info(f"消息截断: {original_msg_count} -> {final_msg_count}")
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| 136 |
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| 137 |
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headers = {key: value for key, value in request.headers if
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| 138 |
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key not in ['Host', 'User-Agent', "Accept-Encoding", "Accept", "Connection", "Content-Length"]}
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| 139 |
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| 140 |
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url = "https://aiho.st/proxy/aws/claude/chat/completions"
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| 141 |
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| 142 |
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if stream_flag:
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| 143 |
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with concurrent.futures.ThreadPoolExecutor() as executor:
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| 144 |
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session = requests.Session()
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| 145 |
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req = requests.Request('POST', url, headers=headers, json=json_data).prepare()
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| 146 |
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| 147 |
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future = executor.submit(session.send, req, stream=True, timeout=REQUEST_TIMEOUT - 5)
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| 148 |
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try:
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| 149 |
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response = future.result(timeout=REQUEST_TIMEOUT)
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| 150 |
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logger.info("流式请求成功发送")
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| 151 |
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except concurrent.futures.TimeoutError:
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| 152 |
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logger.error("流式请求处理超时")
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| 153 |
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return Response(json.dumps({"error": "Request processing timeout"}), 504, content_type='application/json')
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| 154 |
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| 155 |
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if response is None:
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| 156 |
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logger.error("上游服务器错误")
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| 157 |
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return Response(json.dumps({"error": "Upstream server error"}), 502, content_type='application/json')
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| 158 |
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| 159 |
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def generate():
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| 160 |
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last_chunk_time = time.time()
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| 161 |
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chunk_count = 0
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| 162 |
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try:
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| 163 |
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for chunk in response.iter_content(chunk_size=4096):
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| 164 |
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if chunk:
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| 165 |
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last_chunk_time = time.time()
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| 166 |
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chunk_count += 1
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yield chunk
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| 168 |
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| 169 |
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current_time = time.time()
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| 170 |
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if current_time - start_time > REQUEST_TIMEOUT:
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| 171 |
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logger.warning("达到全局超时限制")
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| 172 |
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break
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| 173 |
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| 174 |
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if time.time() - last_chunk_time > 10:
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logger.warning("数据块间隔超时")
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break
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| 177 |
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finally:
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| 178 |
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response.close()
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| 179 |
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total_time = time.time() - start_time
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| 180 |
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logger.info(f"流式响应完成 - 数据块数: {chunk_count}, 总耗时: {total_time:.2f}秒")
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| 181 |
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| 182 |
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return Response(generate(), content_type=response.headers.get('Content-Type', 'application/octet-stream'))
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| 183 |
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else:
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with concurrent.futures.ThreadPoolExecutor() as executor:
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| 185 |
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future = executor.submit(process_request, url, headers, json_data, REQUEST_TIMEOUT - 5)
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| 186 |
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try:
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| 187 |
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response = future.result(timeout=REQUEST_TIMEOUT)
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| 188 |
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total_time = time.time() - start_time
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| 189 |
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logger.info(f"普通请求完成 - 耗时: {total_time:.2f}秒")
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| 190 |
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except concurrent.futures.TimeoutError:
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logger.error("普通请求处理超时")
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| 192 |
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return Response(json.dumps({"error": "Request processing timeout"}), 504, content_type='application/json')
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| 193 |
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| 194 |
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if response is None:
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| 195 |
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logger.error("上游服务器错误")
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| 196 |
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return Response(json.dumps({"error": "Upstream server error"}), 502, content_type='application/json')
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| 197 |
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| 198 |
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return Response(response.content, content_type=response.headers.get('Content-Type', 'application/json'))
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| 199 |
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| 200 |
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except Exception as e:
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| 201 |
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logger.error(f"内部服务器错误: {e}", exc_info=True)
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| 202 |
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return Response(json.dumps({"error": "Internal server error"}), 500, content_type='application/json')
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@app.route('/health', methods=['GET'])
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def health_check():
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"""健康检查端点"""
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return Response(json.dumps({
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| 208 |
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"status": "healthy",
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| 209 |
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"timeout": REQUEST_TIMEOUT
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| 210 |
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}), 200, content_type='application/json')
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| 211 |
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| 212 |
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@app.route('/', methods=['GET'])
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| 213 |
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def index():
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| 214 |
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"""首页"""
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| 215 |
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return Response(json.dumps({
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| 216 |
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"message": "Claude API Proxy",
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| 217 |
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"endpoints": {
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| 218 |
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"chat": "/v1/chat/completions",
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| 219 |
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"health": "/health"
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| 220 |
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}
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| 221 |
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}), 200, content_type='application/json')
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| 222 |
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| 223 |
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if __name__ == '__main__':
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| 224 |
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port = int(os.environ.get('PORT', 7860))
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| 225 |
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logger.info(f"Flask应用启动在端口 {port}")
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| 226 |
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app.run(debug=False, host='0.0.0.0', port=port, threaded=True)
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