providers.py 9.5 KB

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  1. # -*- coding:utf-8 -*-
  2. import base64
  3. import json
  4. import logging
  5. from flask_login import login_required, current_user
  6. from flask_restful import Resource, reqparse, abort
  7. from werkzeug.exceptions import Forbidden
  8. from controllers.console import api
  9. from controllers.console.setup import setup_required
  10. from controllers.console.wraps import account_initialization_required
  11. from core.llm.provider.errors import ValidateFailedError
  12. from extensions.ext_database import db
  13. from libs import rsa
  14. from models.provider import Provider, ProviderType, ProviderName
  15. from services.provider_service import ProviderService
  16. class ProviderListApi(Resource):
  17. @setup_required
  18. @login_required
  19. @account_initialization_required
  20. def get(self):
  21. tenant_id = current_user.current_tenant_id
  22. """
  23. If the type is AZURE_OPENAI, decode and return the four fields of azure_api_type, azure_api_version:,
  24. azure_api_base, azure_api_key as an object, where azure_api_key displays the first 6 bits in plaintext, and the
  25. rest is replaced by * and the last two bits are displayed in plaintext
  26. If the type is other, decode and return the Token field directly, the field displays the first 6 bits in
  27. plaintext, the rest is replaced by * and the last two bits are displayed in plaintext
  28. """
  29. ProviderService.init_supported_provider(current_user.current_tenant, "cloud")
  30. providers = Provider.query.filter_by(tenant_id=tenant_id).all()
  31. provider_list = [
  32. {
  33. 'provider_name': p.provider_name,
  34. 'provider_type': p.provider_type,
  35. 'is_valid': p.is_valid,
  36. 'last_used': p.last_used,
  37. 'is_enabled': p.is_enabled,
  38. **({
  39. 'quota_type': p.quota_type,
  40. 'quota_limit': p.quota_limit,
  41. 'quota_used': p.quota_used
  42. } if p.provider_type == ProviderType.SYSTEM.value else {}),
  43. 'token': ProviderService.get_obfuscated_api_key(current_user.current_tenant,
  44. ProviderName(p.provider_name))
  45. }
  46. for p in providers
  47. ]
  48. return provider_list
  49. class ProviderTokenApi(Resource):
  50. @setup_required
  51. @login_required
  52. @account_initialization_required
  53. def post(self, provider):
  54. if provider not in [p.value for p in ProviderName]:
  55. abort(404)
  56. # The role of the current user in the ta table must be admin or owner
  57. if current_user.current_tenant.current_role not in ['admin', 'owner']:
  58. logging.log(logging.ERROR,
  59. f'User {current_user.id} is not authorized to update provider token, current_role is {current_user.current_tenant.current_role}')
  60. raise Forbidden()
  61. parser = reqparse.RequestParser()
  62. parser.add_argument('token', type=ProviderService.get_token_type(
  63. tenant=current_user.current_tenant,
  64. provider_name=ProviderName(provider)
  65. ), required=True, nullable=False, location='json')
  66. args = parser.parse_args()
  67. if not args['token']:
  68. raise ValueError('Token is empty')
  69. try:
  70. ProviderService.validate_provider_configs(
  71. tenant=current_user.current_tenant,
  72. provider_name=ProviderName(provider),
  73. configs=args['token']
  74. )
  75. token_is_valid = True
  76. except ValidateFailedError:
  77. token_is_valid = False
  78. tenant = current_user.current_tenant
  79. base64_encrypted_token = ProviderService.get_encrypted_token(
  80. tenant=current_user.current_tenant,
  81. provider_name=ProviderName(provider),
  82. configs=args['token']
  83. )
  84. provider_model = Provider.query.filter_by(tenant_id=tenant.id, provider_name=provider,
  85. provider_type=ProviderType.CUSTOM.value).first()
  86. # Only allow updating token for CUSTOM provider type
  87. if provider_model:
  88. provider_model.encrypted_config = base64_encrypted_token
  89. provider_model.is_valid = token_is_valid
  90. else:
  91. provider_model = Provider(tenant_id=tenant.id, provider_name=provider,
  92. provider_type=ProviderType.CUSTOM.value,
  93. encrypted_config=base64_encrypted_token,
  94. is_valid=token_is_valid)
  95. db.session.add(provider_model)
  96. db.session.commit()
  97. if provider in [ProviderName.ANTHROPIC.value, ProviderName.AZURE_OPENAI.value, ProviderName.COHERE.value,
  98. ProviderName.HUGGINGFACEHUB.value]:
  99. return {'result': 'success', 'warning': 'MOCK: This provider is not supported yet.'}, 201
  100. return {'result': 'success'}, 201
  101. class ProviderTokenValidateApi(Resource):
  102. @setup_required
  103. @login_required
  104. @account_initialization_required
  105. def post(self, provider):
  106. if provider not in [p.value for p in ProviderName]:
  107. abort(404)
  108. parser = reqparse.RequestParser()
  109. parser.add_argument('token', type=ProviderService.get_token_type(
  110. tenant=current_user.current_tenant,
  111. provider_name=ProviderName(provider)
  112. ), required=True, nullable=False, location='json')
  113. args = parser.parse_args()
  114. # todo: remove this when the provider is supported
  115. if provider in [ProviderName.ANTHROPIC.value, ProviderName.AZURE_OPENAI.value, ProviderName.COHERE.value,
  116. ProviderName.HUGGINGFACEHUB.value]:
  117. return {'result': 'success', 'warning': 'MOCK: This provider is not supported yet.'}
  118. result = True
  119. error = None
  120. try:
  121. ProviderService.validate_provider_configs(
  122. tenant=current_user.current_tenant,
  123. provider_name=ProviderName(provider),
  124. configs=args['token']
  125. )
  126. except ValidateFailedError as e:
  127. result = False
  128. error = str(e)
  129. response = {'result': 'success' if result else 'error'}
  130. if not result:
  131. response['error'] = error
  132. return response
  133. class ProviderSystemApi(Resource):
  134. @setup_required
  135. @login_required
  136. @account_initialization_required
  137. def put(self, provider):
  138. if provider not in [p.value for p in ProviderName]:
  139. abort(404)
  140. parser = reqparse.RequestParser()
  141. parser.add_argument('is_enabled', type=bool, required=True, location='json')
  142. args = parser.parse_args()
  143. tenant = current_user.current_tenant_id
  144. provider_model = Provider.query.filter_by(tenant_id=tenant.id, provider_name=provider).first()
  145. if provider_model and provider_model.provider_type == ProviderType.SYSTEM.value:
  146. provider_model.is_valid = args['is_enabled']
  147. db.session.commit()
  148. elif not provider_model:
  149. ProviderService.create_system_provider(tenant, provider, args['is_enabled'])
  150. else:
  151. abort(403)
  152. return {'result': 'success'}
  153. @setup_required
  154. @login_required
  155. @account_initialization_required
  156. def get(self, provider):
  157. if provider not in [p.value for p in ProviderName]:
  158. abort(404)
  159. # The role of the current user in the ta table must be admin or owner
  160. if current_user.current_tenant.current_role not in ['admin', 'owner']:
  161. raise Forbidden()
  162. provider_model = db.session.query(Provider).filter(Provider.tenant_id == current_user.current_tenant_id,
  163. Provider.provider_name == provider,
  164. Provider.provider_type == ProviderType.SYSTEM.value).first()
  165. system_model = None
  166. if provider_model:
  167. system_model = {
  168. 'result': 'success',
  169. 'provider': {
  170. 'provider_name': provider_model.provider_name,
  171. 'provider_type': provider_model.provider_type,
  172. 'is_valid': provider_model.is_valid,
  173. 'last_used': provider_model.last_used,
  174. 'is_enabled': provider_model.is_enabled,
  175. 'quota_type': provider_model.quota_type,
  176. 'quota_limit': provider_model.quota_limit,
  177. 'quota_used': provider_model.quota_used
  178. }
  179. }
  180. else:
  181. abort(404)
  182. return system_model
  183. api.add_resource(ProviderTokenApi, '/providers/<provider>/token',
  184. endpoint='current_providers_token') # Deprecated
  185. api.add_resource(ProviderTokenValidateApi, '/providers/<provider>/token-validate',
  186. endpoint='current_providers_token_validate') # Deprecated
  187. api.add_resource(ProviderTokenApi, '/workspaces/current/providers/<provider>/token',
  188. endpoint='workspaces_current_providers_token') # PUT for updating provider token
  189. api.add_resource(ProviderTokenValidateApi, '/workspaces/current/providers/<provider>/token-validate',
  190. endpoint='workspaces_current_providers_token_validate') # POST for validating provider token
  191. api.add_resource(ProviderListApi, '/workspaces/current/providers') # GET for getting providers list
  192. api.add_resource(ProviderSystemApi, '/workspaces/current/providers/<provider>/system',
  193. endpoint='workspaces_current_providers_system') # GET for getting provider quota, PUT for updating provider status