views.py 5.5 KB

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  1. from django.shortcuts import render
  2. from rest_framework.views import APIView
  3. from rest_framework.response import Response
  4. from django.http import JsonResponse
  5. from rest_framework import status
  6. # coding: utf-8
  7. import _thread as thread
  8. import os
  9. import time
  10. import base64
  11. import datetime
  12. import hashlib
  13. import hmac
  14. import json
  15. from urllib.parse import urlparse
  16. import ssl
  17. from datetime import datetime
  18. from time import mktime
  19. from urllib.parse import urlencode
  20. from wsgiref.handlers import format_date_time
  21. import websocket
  22. import openpyxl
  23. from concurrent.futures import ThreadPoolExecutor, as_completed
  24. import os
  25. class Ws_Param(object):
  26. # 初始化
  27. def __init__(self, APPID, APIKey, APISecret, gpt_url):
  28. self.APPID = APPID
  29. self.APIKey = APIKey
  30. self.APISecret = APISecret
  31. self.host = urlparse(gpt_url).netloc
  32. self.path = urlparse(gpt_url).path
  33. self.gpt_url = gpt_url
  34. # 生成url
  35. def create_url(self):
  36. # 生成RFC1123格式的时间戳
  37. now = datetime.now()
  38. date = format_date_time(mktime(now.timetuple()))
  39. # 拼接字符串
  40. signature_origin = "host: " + self.host + "\n"
  41. signature_origin += "date: " + date + "\n"
  42. signature_origin += "GET " + self.path + " HTTP/1.1"
  43. # 进行hmac-sha256进行加密
  44. signature_sha = hmac.new(self.APISecret.encode('utf-8'), signature_origin.encode('utf-8'),
  45. digestmod=hashlib.sha256).digest()
  46. signature_sha_base64 = base64.b64encode(signature_sha).decode(encoding='utf-8')
  47. authorization_origin = f'api_key="{self.APIKey}", algorithm="hmac-sha256", headers="host date request-line", signature="{signature_sha_base64}"'
  48. authorization = base64.b64encode(authorization_origin.encode('utf-8')).decode(encoding='utf-8')
  49. # 将请求的鉴权参数组合为字典
  50. v = {
  51. "authorization": authorization,
  52. "date": date,
  53. "host": self.host
  54. }
  55. # 拼接鉴权参数,生成url
  56. url = self.gpt_url + '?' + urlencode(v)
  57. # 此处打印出建立连接时候的url,参考本demo的时候可取消上方打印的注释,比对相同参数时生成的url与自己代码生成的url是否一致
  58. return url
  59. # 收到websocket错误的处理
  60. def on_error(ws, error):
  61. print("### error:", error)
  62. # 收到websocket关闭的处理
  63. def on_close(ws):
  64. print("### closed ###")
  65. # 收到websocket连接建立的处理
  66. def on_open(ws):
  67. thread.start_new_thread(run, (ws,))
  68. def run(ws, *args):
  69. data = json.dumps(gen_params(appid=ws.appid, query=ws.query, domain=ws.domain))
  70. ws.send(data)
  71. # 定义一个全局变量来存储content
  72. content_all = ""
  73. # 收到websocket消息的处理
  74. def on_message(ws, message):
  75. global content_all
  76. data = json.loads(message)
  77. code = data['header']['code']
  78. if code != 0:
  79. print(f'请求错误: {code}, {data}')
  80. ws.close()
  81. else:
  82. choices = data["payload"]["choices"]
  83. status = choices["status"]
  84. content = choices["text"][0]["content"]
  85. content_all += content
  86. print(content, end='')
  87. if status == 2:
  88. ws.close()
  89. def gen_params(appid, query, domain):
  90. """
  91. 通过appid和用户的提问来生成请参数
  92. """
  93. data = {
  94. "header": {
  95. "app_id": "6d30de8d",
  96. "uid": "1234",
  97. # "patch_id": [] #接入微调模型,对应服务发布后的resourceid
  98. },
  99. "parameter": {
  100. "chat": {
  101. "domain": domain,
  102. "temperature": 0.5,
  103. "max_tokens": 4096,
  104. "auditing": "default",
  105. }
  106. },
  107. "payload": {
  108. "message": {
  109. "text": [{"role": "user", "content": query}]
  110. }
  111. }
  112. }
  113. return data
  114. def main(appid, api_secret, api_key, Spark_url, domain, query):
  115. wsParam = Ws_Param(appid, api_key, api_secret, Spark_url)
  116. websocket.enableTrace(False)
  117. wsUrl = wsParam.create_url()
  118. ws = websocket.WebSocketApp(wsUrl, on_message=on_message, on_error=on_error, on_close=on_close, on_open=on_open)
  119. ws.appid = appid
  120. ws.query = query
  121. ws.domain = domain
  122. ws.run_forever(sslopt={"cert_reqs": ssl.CERT_NONE})
  123. class DataAPIView(APIView):
  124. def post(self, request):
  125. message = request.data.get('message')
  126. print(message)
  127. main(
  128. appid="6d30de8d",
  129. api_secret="YjMwN2E2YWE3MzU2NGE2YjI5ZDM5ZTMz",
  130. api_key="a88b5e5be130e0b91fdada536c36ac24",
  131. # appid、api_secret、api_key三个服务认证信息请前往开放平台控制台查看(https://console.xfyun.cn/services/bm35)
  132. # Spark_url="wss://spark-api.xf-yun.com/v4.0/chat", # Max环境的地址
  133. Spark_url="wss://spark-api.xf-yun.com/v4.0/chat", # 4.0Ultra环境的地址
  134. # Spark_url = "wss://spark-api.xf-yun.com/v3.1/chat" # Pro环境的地址
  135. # Spark_url = "wss://spark-api.xf-yun.com/v1.1/chat" # Lite环境的地址
  136. # domain="generalv3.5", # Max版本
  137. domain="4.0Ultra", # 4.0Ultra 版本
  138. # domain = "generalv3" # Pro版本
  139. # domain = "lite" # Lite版本址
  140. query=message
  141. )
  142. return Response({
  143. 'status': 'success',
  144. 'message': '数据接收成功',
  145. 'data': request.data,
  146. 'content': content_all # 将content_all发送给前端
  147. }, status=status.HTTP_200_OK)