app.py 13 KB

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  1. # -*- coding:utf-8 -*-
  2. import json
  3. import logging
  4. from datetime import datetime
  5. from constants.model_template import demo_model_templates, model_templates
  6. from controllers.console import api
  7. from controllers.console.app.error import AppNotFoundError, ProviderNotInitializeError
  8. from controllers.console.setup import setup_required
  9. from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
  10. from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
  11. from core.model_manager import ModelManager
  12. from core.model_runtime.entities.model_entities import ModelType
  13. from core.provider_manager import ProviderManager
  14. from events.app_event import app_was_created, app_was_deleted
  15. from extensions.ext_database import db
  16. from fields.app_fields import (app_detail_fields, app_detail_fields_with_site, app_pagination_fields,
  17. template_list_fields)
  18. from flask import current_app
  19. from flask_login import current_user
  20. from flask_restful import Resource, abort, inputs, marshal_with, reqparse
  21. from libs.login import login_required
  22. from models.model import App, AppModelConfig, Site
  23. from models.tools import ApiToolProvider
  24. from services.app_model_config_service import AppModelConfigService
  25. from werkzeug.exceptions import Forbidden
  26. def _get_app(app_id, tenant_id):
  27. app = db.session.query(App).filter(App.id == app_id, App.tenant_id == tenant_id).first()
  28. if not app:
  29. raise AppNotFoundError
  30. return app
  31. class AppListApi(Resource):
  32. @setup_required
  33. @login_required
  34. @account_initialization_required
  35. @marshal_with(app_pagination_fields)
  36. def get(self):
  37. """Get app list"""
  38. parser = reqparse.RequestParser()
  39. parser.add_argument('page', type=inputs.int_range(1, 99999), required=False, default=1, location='args')
  40. parser.add_argument('limit', type=inputs.int_range(1, 100), required=False, default=20, location='args')
  41. parser.add_argument('mode', type=str, choices=['chat', 'completion', 'all'], default='all', location='args', required=False)
  42. parser.add_argument('name', type=str, location='args', required=False)
  43. args = parser.parse_args()
  44. filters = [
  45. App.tenant_id == current_user.current_tenant_id,
  46. ]
  47. if args['mode'] == 'completion':
  48. filters.append(App.mode == 'completion')
  49. elif args['mode'] == 'chat':
  50. filters.append(App.mode == 'chat')
  51. else:
  52. pass
  53. if 'name' in args and args['name']:
  54. filters.append(App.name.ilike(f'%{args["name"]}%'))
  55. app_models = db.paginate(
  56. db.select(App).where(*filters).order_by(App.created_at.desc()),
  57. page=args['page'],
  58. per_page=args['limit'],
  59. error_out=False
  60. )
  61. return app_models
  62. @setup_required
  63. @login_required
  64. @account_initialization_required
  65. @marshal_with(app_detail_fields)
  66. @cloud_edition_billing_resource_check('apps')
  67. def post(self):
  68. """Create app"""
  69. parser = reqparse.RequestParser()
  70. parser.add_argument('name', type=str, required=True, location='json')
  71. parser.add_argument('mode', type=str, choices=['completion', 'chat', 'assistant'], location='json')
  72. parser.add_argument('icon', type=str, location='json')
  73. parser.add_argument('icon_background', type=str, location='json')
  74. parser.add_argument('model_config', type=dict, location='json')
  75. args = parser.parse_args()
  76. # The role of the current user in the ta table must be admin or owner
  77. if current_user.current_tenant.current_role not in ['admin', 'owner']:
  78. raise Forbidden()
  79. try:
  80. provider_manager = ProviderManager()
  81. default_model_entity = provider_manager.get_default_model(
  82. tenant_id=current_user.current_tenant_id,
  83. model_type=ModelType.LLM
  84. )
  85. except (ProviderTokenNotInitError, LLMBadRequestError):
  86. default_model_entity = None
  87. except Exception as e:
  88. logging.exception(e)
  89. default_model_entity = None
  90. if args['model_config'] is not None:
  91. # validate config
  92. model_config_dict = args['model_config']
  93. # get model provider
  94. model_manager = ModelManager()
  95. model_instance = model_manager.get_default_model_instance(
  96. tenant_id=current_user.current_tenant_id,
  97. model_type=ModelType.LLM
  98. )
  99. if not model_instance:
  100. raise ProviderNotInitializeError(
  101. f"No Default System Reasoning Model available. Please configure "
  102. f"in the Settings -> Model Provider.")
  103. else:
  104. model_config_dict["model"]["provider"] = model_instance.provider
  105. model_config_dict["model"]["name"] = model_instance.model
  106. model_configuration = AppModelConfigService.validate_configuration(
  107. tenant_id=current_user.current_tenant_id,
  108. account=current_user,
  109. config=model_config_dict,
  110. app_mode=args['mode']
  111. )
  112. app = App(
  113. enable_site=True,
  114. enable_api=True,
  115. is_demo=False,
  116. api_rpm=0,
  117. api_rph=0,
  118. status='normal'
  119. )
  120. app_model_config = AppModelConfig()
  121. app_model_config = app_model_config.from_model_config_dict(model_configuration)
  122. else:
  123. if 'mode' not in args or args['mode'] is None:
  124. abort(400, message="mode is required")
  125. model_config_template = model_templates[args['mode'] + '_default']
  126. app = App(**model_config_template['app'])
  127. app_model_config = AppModelConfig(**model_config_template['model_config'])
  128. # get model provider
  129. model_manager = ModelManager()
  130. try:
  131. model_instance = model_manager.get_default_model_instance(
  132. tenant_id=current_user.current_tenant_id,
  133. model_type=ModelType.LLM
  134. )
  135. except ProviderTokenNotInitError:
  136. model_instance = None
  137. if model_instance:
  138. model_dict = app_model_config.model_dict
  139. model_dict['provider'] = model_instance.provider
  140. model_dict['name'] = model_instance.model
  141. app_model_config.model = json.dumps(model_dict)
  142. app.name = args['name']
  143. app.mode = args['mode']
  144. app.icon = args['icon']
  145. app.icon_background = args['icon_background']
  146. app.tenant_id = current_user.current_tenant_id
  147. db.session.add(app)
  148. db.session.flush()
  149. app_model_config.app_id = app.id
  150. db.session.add(app_model_config)
  151. db.session.flush()
  152. app.app_model_config_id = app_model_config.id
  153. account = current_user
  154. site = Site(
  155. app_id=app.id,
  156. title=app.name,
  157. default_language=account.interface_language,
  158. customize_token_strategy='not_allow',
  159. code=Site.generate_code(16)
  160. )
  161. db.session.add(site)
  162. db.session.commit()
  163. app_was_created.send(app)
  164. return app, 201
  165. class AppTemplateApi(Resource):
  166. @setup_required
  167. @login_required
  168. @account_initialization_required
  169. @marshal_with(template_list_fields)
  170. def get(self):
  171. """Get app demo templates"""
  172. account = current_user
  173. interface_language = account.interface_language
  174. templates = demo_model_templates.get(interface_language)
  175. if not templates:
  176. templates = demo_model_templates.get('en-US')
  177. return {'data': templates}
  178. class AppApi(Resource):
  179. @setup_required
  180. @login_required
  181. @account_initialization_required
  182. @marshal_with(app_detail_fields_with_site)
  183. def get(self, app_id):
  184. """Get app detail"""
  185. app_id = str(app_id)
  186. app = _get_app(app_id, current_user.current_tenant_id)
  187. return app
  188. @setup_required
  189. @login_required
  190. @account_initialization_required
  191. def delete(self, app_id):
  192. """Delete app"""
  193. app_id = str(app_id)
  194. if current_user.current_tenant.current_role not in ['admin', 'owner']:
  195. raise Forbidden()
  196. app = _get_app(app_id, current_user.current_tenant_id)
  197. db.session.delete(app)
  198. db.session.commit()
  199. # todo delete related data??
  200. # model_config, site, api_token, conversation, message, message_feedback, message_annotation
  201. app_was_deleted.send(app)
  202. return {'result': 'success'}, 204
  203. class AppNameApi(Resource):
  204. @setup_required
  205. @login_required
  206. @account_initialization_required
  207. @marshal_with(app_detail_fields)
  208. def post(self, app_id):
  209. app_id = str(app_id)
  210. app = _get_app(app_id, current_user.current_tenant_id)
  211. parser = reqparse.RequestParser()
  212. parser.add_argument('name', type=str, required=True, location='json')
  213. args = parser.parse_args()
  214. app.name = args.get('name')
  215. app.updated_at = datetime.utcnow()
  216. db.session.commit()
  217. return app
  218. class AppIconApi(Resource):
  219. @setup_required
  220. @login_required
  221. @account_initialization_required
  222. @marshal_with(app_detail_fields)
  223. def post(self, app_id):
  224. app_id = str(app_id)
  225. app = _get_app(app_id, current_user.current_tenant_id)
  226. parser = reqparse.RequestParser()
  227. parser.add_argument('icon', type=str, location='json')
  228. parser.add_argument('icon_background', type=str, location='json')
  229. args = parser.parse_args()
  230. app.icon = args.get('icon')
  231. app.icon_background = args.get('icon_background')
  232. app.updated_at = datetime.utcnow()
  233. db.session.commit()
  234. return app
  235. class AppSiteStatus(Resource):
  236. @setup_required
  237. @login_required
  238. @account_initialization_required
  239. @marshal_with(app_detail_fields)
  240. def post(self, app_id):
  241. parser = reqparse.RequestParser()
  242. parser.add_argument('enable_site', type=bool, required=True, location='json')
  243. args = parser.parse_args()
  244. app_id = str(app_id)
  245. app = db.session.query(App).filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id).first()
  246. if not app:
  247. raise AppNotFoundError
  248. if args.get('enable_site') == app.enable_site:
  249. return app
  250. app.enable_site = args.get('enable_site')
  251. app.updated_at = datetime.utcnow()
  252. db.session.commit()
  253. return app
  254. class AppApiStatus(Resource):
  255. @setup_required
  256. @login_required
  257. @account_initialization_required
  258. @marshal_with(app_detail_fields)
  259. def post(self, app_id):
  260. parser = reqparse.RequestParser()
  261. parser.add_argument('enable_api', type=bool, required=True, location='json')
  262. args = parser.parse_args()
  263. app_id = str(app_id)
  264. app = _get_app(app_id, current_user.current_tenant_id)
  265. if args.get('enable_api') == app.enable_api:
  266. return app
  267. app.enable_api = args.get('enable_api')
  268. app.updated_at = datetime.utcnow()
  269. db.session.commit()
  270. return app
  271. class AppCopy(Resource):
  272. @staticmethod
  273. def create_app_copy(app):
  274. copy_app = App(
  275. name=app.name + ' copy',
  276. icon=app.icon,
  277. icon_background=app.icon_background,
  278. tenant_id=app.tenant_id,
  279. mode=app.mode,
  280. app_model_config_id=app.app_model_config_id,
  281. enable_site=app.enable_site,
  282. enable_api=app.enable_api,
  283. api_rpm=app.api_rpm,
  284. api_rph=app.api_rph
  285. )
  286. return copy_app
  287. @staticmethod
  288. def create_app_model_config_copy(app_config, copy_app_id):
  289. copy_app_model_config = app_config.copy()
  290. copy_app_model_config.app_id = copy_app_id
  291. return copy_app_model_config
  292. @setup_required
  293. @login_required
  294. @account_initialization_required
  295. @marshal_with(app_detail_fields)
  296. def post(self, app_id):
  297. app_id = str(app_id)
  298. app = _get_app(app_id, current_user.current_tenant_id)
  299. copy_app = self.create_app_copy(app)
  300. db.session.add(copy_app)
  301. app_config = db.session.query(AppModelConfig). \
  302. filter(AppModelConfig.app_id == app_id). \
  303. one_or_none()
  304. if app_config:
  305. copy_app_model_config = self.create_app_model_config_copy(app_config, copy_app.id)
  306. db.session.add(copy_app_model_config)
  307. db.session.commit()
  308. copy_app.app_model_config_id = copy_app_model_config.id
  309. db.session.commit()
  310. return copy_app, 201
  311. api.add_resource(AppListApi, '/apps')
  312. api.add_resource(AppTemplateApi, '/app-templates')
  313. api.add_resource(AppApi, '/apps/<uuid:app_id>')
  314. api.add_resource(AppCopy, '/apps/<uuid:app_id>/copy')
  315. api.add_resource(AppNameApi, '/apps/<uuid:app_id>/name')
  316. api.add_resource(AppIconApi, '/apps/<uuid:app_id>/icon')
  317. api.add_resource(AppSiteStatus, '/apps/<uuid:app_id>/site-enable')
  318. api.add_resource(AppApiStatus, '/apps/<uuid:app_id>/api-enable')