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