tools_transform_service.py 12 KB

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  1. import json
  2. import logging
  3. from typing import Optional, Union, cast
  4. from yarl import URL
  5. from configs import dify_config
  6. from core.tools.__base.tool import Tool
  7. from core.tools.__base.tool_runtime import ToolRuntime
  8. from core.tools.builtin_tool.provider import BuiltinToolProviderController
  9. from core.tools.custom_tool.provider import ApiToolProviderController
  10. from core.tools.entities.api_entities import ToolApiEntity, ToolProviderApiEntity
  11. from core.tools.entities.common_entities import I18nObject
  12. from core.tools.entities.tool_bundle import ApiToolBundle
  13. from core.tools.entities.tool_entities import (
  14. ApiProviderAuthType,
  15. ToolParameter,
  16. ToolProviderType,
  17. )
  18. from core.tools.plugin_tool.provider import PluginToolProviderController
  19. from core.tools.utils.configuration import ProviderConfigEncrypter
  20. from core.tools.workflow_as_tool.provider import WorkflowToolProviderController
  21. from core.tools.workflow_as_tool.tool import WorkflowTool
  22. from models.tools import ApiToolProvider, BuiltinToolProvider, WorkflowToolProvider
  23. logger = logging.getLogger(__name__)
  24. class ToolTransformService:
  25. @classmethod
  26. def get_plugin_icon_url(cls, tenant_id: str, filename: str) -> str:
  27. url_prefix = URL(dify_config.CONSOLE_API_URL) / "console" / "api" / "workspaces" / "current" / "plugin" / "icon"
  28. return str(url_prefix % {"tenant_id": tenant_id, "filename": filename})
  29. @classmethod
  30. def get_tool_provider_icon_url(cls, provider_type: str, provider_name: str, icon: str | dict) -> Union[str, dict]:
  31. """
  32. get tool provider icon url
  33. """
  34. url_prefix = URL(dify_config.CONSOLE_API_URL) / "console" / "api" / "workspaces" / "current" / "tool-provider"
  35. if provider_type == ToolProviderType.BUILT_IN.value:
  36. return str(url_prefix / "builtin" / provider_name / "icon")
  37. elif provider_type in {ToolProviderType.API.value, ToolProviderType.WORKFLOW.value}:
  38. try:
  39. if isinstance(icon, str):
  40. return cast(dict, json.loads(icon))
  41. return icon
  42. except Exception:
  43. return {"background": "#252525", "content": "\ud83d\ude01"}
  44. return ""
  45. @staticmethod
  46. def repack_provider(tenant_id: str, provider: Union[dict, ToolProviderApiEntity]):
  47. """
  48. repack provider
  49. :param provider: the provider dict
  50. """
  51. if isinstance(provider, dict) and "icon" in provider:
  52. provider["icon"] = ToolTransformService.get_tool_provider_icon_url(
  53. provider_type=provider["type"], provider_name=provider["name"], icon=provider["icon"]
  54. )
  55. elif isinstance(provider, ToolProviderApiEntity):
  56. if provider.plugin_id:
  57. if isinstance(provider.icon, str):
  58. provider.icon = ToolTransformService.get_plugin_icon_url(
  59. tenant_id=tenant_id, filename=provider.icon
  60. )
  61. else:
  62. provider.icon = ToolTransformService.get_tool_provider_icon_url(
  63. provider_type=provider.type.value, provider_name=provider.name, icon=provider.icon
  64. )
  65. @classmethod
  66. def builtin_provider_to_user_provider(
  67. cls,
  68. provider_controller: BuiltinToolProviderController | PluginToolProviderController,
  69. db_provider: Optional[BuiltinToolProvider],
  70. decrypt_credentials: bool = True,
  71. ) -> ToolProviderApiEntity:
  72. """
  73. convert provider controller to user provider
  74. """
  75. result = ToolProviderApiEntity(
  76. id=provider_controller.entity.identity.name,
  77. author=provider_controller.entity.identity.author,
  78. name=provider_controller.entity.identity.name,
  79. description=provider_controller.entity.identity.description,
  80. icon=provider_controller.entity.identity.icon,
  81. label=provider_controller.entity.identity.label,
  82. type=ToolProviderType.BUILT_IN,
  83. masked_credentials={},
  84. is_team_authorization=False,
  85. plugin_id=None,
  86. tools=[],
  87. labels=provider_controller.tool_labels,
  88. )
  89. if isinstance(provider_controller, PluginToolProviderController):
  90. result.plugin_id = provider_controller.plugin_id
  91. result.plugin_unique_identifier = provider_controller.plugin_unique_identifier
  92. # get credentials schema
  93. schema = {x.to_basic_provider_config().name: x for x in provider_controller.get_credentials_schema()}
  94. for name, value in schema.items():
  95. if result.masked_credentials:
  96. result.masked_credentials[name] = ""
  97. # check if the provider need credentials
  98. if not provider_controller.need_credentials:
  99. result.is_team_authorization = True
  100. result.allow_delete = False
  101. elif db_provider:
  102. result.is_team_authorization = True
  103. if decrypt_credentials:
  104. credentials = db_provider.credentials
  105. # init tool configuration
  106. tool_configuration = ProviderConfigEncrypter(
  107. tenant_id=db_provider.tenant_id,
  108. config=[x.to_basic_provider_config() for x in provider_controller.get_credentials_schema()],
  109. provider_type=provider_controller.provider_type.value,
  110. provider_identity=provider_controller.entity.identity.name,
  111. )
  112. # decrypt the credentials and mask the credentials
  113. decrypted_credentials = tool_configuration.decrypt(data=credentials)
  114. masked_credentials = tool_configuration.mask_tool_credentials(data=decrypted_credentials)
  115. result.masked_credentials = masked_credentials
  116. result.original_credentials = decrypted_credentials
  117. return result
  118. @staticmethod
  119. def api_provider_to_controller(
  120. db_provider: ApiToolProvider,
  121. ) -> ApiToolProviderController:
  122. """
  123. convert provider controller to user provider
  124. """
  125. # package tool provider controller
  126. controller = ApiToolProviderController.from_db(
  127. db_provider=db_provider,
  128. auth_type=ApiProviderAuthType.API_KEY
  129. if db_provider.credentials["auth_type"] == "api_key"
  130. else ApiProviderAuthType.NONE,
  131. )
  132. return controller
  133. @staticmethod
  134. def workflow_provider_to_controller(db_provider: WorkflowToolProvider) -> WorkflowToolProviderController:
  135. """
  136. convert provider controller to provider
  137. """
  138. return WorkflowToolProviderController.from_db(db_provider)
  139. @staticmethod
  140. def workflow_provider_to_user_provider(
  141. provider_controller: WorkflowToolProviderController, labels: list[str] | None = None
  142. ):
  143. """
  144. convert provider controller to user provider
  145. """
  146. return ToolProviderApiEntity(
  147. id=provider_controller.provider_id,
  148. author=provider_controller.entity.identity.author,
  149. name=provider_controller.entity.identity.name,
  150. description=provider_controller.entity.identity.description,
  151. icon=provider_controller.entity.identity.icon,
  152. label=provider_controller.entity.identity.label,
  153. type=ToolProviderType.WORKFLOW,
  154. masked_credentials={},
  155. is_team_authorization=True,
  156. plugin_id=None,
  157. plugin_unique_identifier=None,
  158. tools=[],
  159. labels=labels or [],
  160. )
  161. @classmethod
  162. def api_provider_to_user_provider(
  163. cls,
  164. provider_controller: ApiToolProviderController,
  165. db_provider: ApiToolProvider,
  166. decrypt_credentials: bool = True,
  167. labels: list[str] | None = None,
  168. ) -> ToolProviderApiEntity:
  169. """
  170. convert provider controller to user provider
  171. """
  172. username = "Anonymous"
  173. if db_provider.user is None:
  174. raise ValueError(f"user is None for api provider {db_provider.id}")
  175. try:
  176. user = db_provider.user
  177. if not user:
  178. raise ValueError("user not found")
  179. username = user.name
  180. except Exception:
  181. logger.exception(f"failed to get user name for api provider {db_provider.id}")
  182. # add provider into providers
  183. credentials = db_provider.credentials
  184. result = ToolProviderApiEntity(
  185. id=db_provider.id,
  186. author=username,
  187. name=db_provider.name,
  188. description=I18nObject(
  189. en_US=db_provider.description,
  190. zh_Hans=db_provider.description,
  191. ),
  192. icon=db_provider.icon,
  193. label=I18nObject(
  194. en_US=db_provider.name,
  195. zh_Hans=db_provider.name,
  196. ),
  197. type=ToolProviderType.API,
  198. plugin_id=None,
  199. plugin_unique_identifier=None,
  200. masked_credentials={},
  201. is_team_authorization=True,
  202. tools=[],
  203. labels=labels or [],
  204. )
  205. if decrypt_credentials:
  206. # init tool configuration
  207. tool_configuration = ProviderConfigEncrypter(
  208. tenant_id=db_provider.tenant_id,
  209. config=[x.to_basic_provider_config() for x in provider_controller.get_credentials_schema()],
  210. provider_type=provider_controller.provider_type.value,
  211. provider_identity=provider_controller.entity.identity.name,
  212. )
  213. # decrypt the credentials and mask the credentials
  214. decrypted_credentials = tool_configuration.decrypt(data=credentials)
  215. masked_credentials = tool_configuration.mask_tool_credentials(data=decrypted_credentials)
  216. result.masked_credentials = masked_credentials
  217. return result
  218. @staticmethod
  219. def convert_tool_entity_to_api_entity(
  220. tool: Union[ApiToolBundle, WorkflowTool, Tool],
  221. tenant_id: str,
  222. credentials: dict | None = None,
  223. labels: list[str] | None = None,
  224. ) -> ToolApiEntity:
  225. """
  226. convert tool to user tool
  227. """
  228. if isinstance(tool, Tool):
  229. # fork tool runtime
  230. tool = tool.fork_tool_runtime(
  231. runtime=ToolRuntime(
  232. credentials=credentials or {},
  233. tenant_id=tenant_id,
  234. )
  235. )
  236. # get tool parameters
  237. parameters = tool.entity.parameters or []
  238. # get tool runtime parameters
  239. runtime_parameters = tool.get_runtime_parameters()
  240. # override parameters
  241. current_parameters = parameters.copy()
  242. for runtime_parameter in runtime_parameters:
  243. found = False
  244. for index, parameter in enumerate(current_parameters):
  245. if parameter.name == runtime_parameter.name and parameter.form == runtime_parameter.form:
  246. current_parameters[index] = runtime_parameter
  247. found = True
  248. break
  249. if not found and runtime_parameter.form == ToolParameter.ToolParameterForm.FORM:
  250. current_parameters.append(runtime_parameter)
  251. return ToolApiEntity(
  252. author=tool.entity.identity.author,
  253. name=tool.entity.identity.name,
  254. label=tool.entity.identity.label,
  255. description=tool.entity.description.human if tool.entity.description else I18nObject(en_US=""),
  256. output_schema=tool.entity.output_schema,
  257. parameters=current_parameters,
  258. labels=labels or [],
  259. )
  260. if isinstance(tool, ApiToolBundle):
  261. return ToolApiEntity(
  262. author=tool.author,
  263. name=tool.operation_id or "",
  264. label=I18nObject(en_US=tool.operation_id, zh_Hans=tool.operation_id),
  265. description=I18nObject(en_US=tool.summary or "", zh_Hans=tool.summary or ""),
  266. parameters=tool.parameters,
  267. labels=labels or [],
  268. )