tools_transform_service.py 12 KB

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  1. import json
  2. import logging
  3. from typing import Optional, Union
  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 json.loads(icon)
  41. return icon
  42. except:
  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. provider.icon = ToolTransformService.get_plugin_icon_url(tenant_id=tenant_id, filename=provider.icon)
  58. else:
  59. provider.icon = ToolTransformService.get_tool_provider_icon_url(
  60. provider_type=provider.type.value, provider_name=provider.name, icon=provider.icon
  61. )
  62. @classmethod
  63. def builtin_provider_to_user_provider(
  64. cls,
  65. provider_controller: BuiltinToolProviderController | PluginToolProviderController,
  66. db_provider: Optional[BuiltinToolProvider],
  67. decrypt_credentials: bool = True,
  68. ) -> ToolProviderApiEntity:
  69. """
  70. convert provider controller to user provider
  71. """
  72. result = ToolProviderApiEntity(
  73. id=provider_controller.entity.identity.name,
  74. author=provider_controller.entity.identity.author,
  75. name=provider_controller.entity.identity.name,
  76. description=provider_controller.entity.identity.description,
  77. icon=provider_controller.entity.identity.icon,
  78. label=provider_controller.entity.identity.label,
  79. type=ToolProviderType.BUILT_IN,
  80. masked_credentials={},
  81. is_team_authorization=False,
  82. plugin_id=None,
  83. tools=[],
  84. labels=provider_controller.tool_labels,
  85. )
  86. if isinstance(provider_controller, PluginToolProviderController):
  87. result.plugin_id = provider_controller.plugin_id
  88. result.plugin_unique_identifier = provider_controller.plugin_unique_identifier
  89. # get credentials schema
  90. schema = {x.to_basic_provider_config().name: x for x in provider_controller.get_credentials_schema()}
  91. for name, value in schema.items():
  92. if result.masked_credentials:
  93. result.masked_credentials[name] = ""
  94. # check if the provider need credentials
  95. if not provider_controller.need_credentials:
  96. result.is_team_authorization = True
  97. result.allow_delete = False
  98. elif db_provider:
  99. result.is_team_authorization = True
  100. if decrypt_credentials:
  101. credentials = db_provider.credentials
  102. # init tool configuration
  103. tool_configuration = ProviderConfigEncrypter(
  104. tenant_id=db_provider.tenant_id,
  105. config=[x.to_basic_provider_config() for x in provider_controller.get_credentials_schema()],
  106. provider_type=provider_controller.provider_type.value,
  107. provider_identity=provider_controller.entity.identity.name,
  108. )
  109. # decrypt the credentials and mask the credentials
  110. decrypted_credentials = tool_configuration.decrypt(data=credentials)
  111. masked_credentials = tool_configuration.mask_tool_credentials(data=decrypted_credentials)
  112. result.masked_credentials = masked_credentials
  113. result.original_credentials = decrypted_credentials
  114. return result
  115. @staticmethod
  116. def api_provider_to_controller(
  117. db_provider: ApiToolProvider,
  118. ) -> ApiToolProviderController:
  119. """
  120. convert provider controller to user provider
  121. """
  122. # package tool provider controller
  123. controller = ApiToolProviderController.from_db(
  124. db_provider=db_provider,
  125. auth_type=ApiProviderAuthType.API_KEY
  126. if db_provider.credentials["auth_type"] == "api_key"
  127. else ApiProviderAuthType.NONE,
  128. )
  129. return controller
  130. @staticmethod
  131. def workflow_provider_to_controller(db_provider: WorkflowToolProvider) -> WorkflowToolProviderController:
  132. """
  133. convert provider controller to provider
  134. """
  135. return WorkflowToolProviderController.from_db(db_provider)
  136. @staticmethod
  137. def workflow_provider_to_user_provider(
  138. provider_controller: WorkflowToolProviderController, labels: list[str] | None = None
  139. ):
  140. """
  141. convert provider controller to user provider
  142. """
  143. return ToolProviderApiEntity(
  144. id=provider_controller.provider_id,
  145. author=provider_controller.entity.identity.author,
  146. name=provider_controller.entity.identity.name,
  147. description=provider_controller.entity.identity.description,
  148. icon=provider_controller.entity.identity.icon,
  149. label=provider_controller.entity.identity.label,
  150. type=ToolProviderType.WORKFLOW,
  151. masked_credentials={},
  152. is_team_authorization=True,
  153. plugin_id=None,
  154. plugin_unique_identifier=None,
  155. tools=[],
  156. labels=labels or [],
  157. )
  158. @classmethod
  159. def api_provider_to_user_provider(
  160. cls,
  161. provider_controller: ApiToolProviderController,
  162. db_provider: ApiToolProvider,
  163. decrypt_credentials: bool = True,
  164. labels: list[str] | None = None,
  165. ) -> ToolProviderApiEntity:
  166. """
  167. convert provider controller to user provider
  168. """
  169. username = "Anonymous"
  170. try:
  171. user = db_provider.user
  172. if not user:
  173. raise ValueError("user not found")
  174. username = user.name
  175. except Exception as e:
  176. logger.exception(f"failed to get user name for api provider {db_provider.id}")
  177. # add provider into providers
  178. credentials = db_provider.credentials
  179. result = ToolProviderApiEntity(
  180. id=db_provider.id,
  181. author=username,
  182. name=db_provider.name,
  183. description=I18nObject(
  184. en_US=db_provider.description,
  185. zh_Hans=db_provider.description,
  186. ),
  187. icon=db_provider.icon,
  188. label=I18nObject(
  189. en_US=db_provider.name,
  190. zh_Hans=db_provider.name,
  191. ),
  192. type=ToolProviderType.API,
  193. plugin_id=None,
  194. plugin_unique_identifier=None,
  195. masked_credentials={},
  196. is_team_authorization=True,
  197. tools=[],
  198. labels=labels or [],
  199. )
  200. if decrypt_credentials:
  201. # init tool configuration
  202. tool_configuration = ProviderConfigEncrypter(
  203. tenant_id=db_provider.tenant_id,
  204. config=[x.to_basic_provider_config() for x in provider_controller.get_credentials_schema()],
  205. provider_type=provider_controller.provider_type.value,
  206. provider_identity=provider_controller.entity.identity.name,
  207. )
  208. # decrypt the credentials and mask the credentials
  209. decrypted_credentials = tool_configuration.decrypt(data=credentials)
  210. masked_credentials = tool_configuration.mask_tool_credentials(data=decrypted_credentials)
  211. result.masked_credentials = masked_credentials
  212. return result
  213. @staticmethod
  214. def convert_tool_entity_to_api_entity(
  215. tool: Union[ApiToolBundle, WorkflowTool, Tool],
  216. tenant_id: str,
  217. credentials: dict | None = None,
  218. labels: list[str] | None = None,
  219. ) -> ToolApiEntity:
  220. """
  221. convert tool to user tool
  222. """
  223. if isinstance(tool, Tool):
  224. # fork tool runtime
  225. tool = tool.fork_tool_runtime(
  226. runtime=ToolRuntime(
  227. credentials=credentials or {},
  228. tenant_id=tenant_id,
  229. )
  230. )
  231. # get tool parameters
  232. parameters = tool.entity.parameters or []
  233. # get tool runtime parameters
  234. runtime_parameters = tool.get_runtime_parameters()
  235. # override parameters
  236. current_parameters = parameters.copy()
  237. for runtime_parameter in runtime_parameters:
  238. found = False
  239. for index, parameter in enumerate(current_parameters):
  240. if parameter.name == runtime_parameter.name and parameter.form == runtime_parameter.form:
  241. current_parameters[index] = runtime_parameter
  242. found = True
  243. break
  244. if not found and runtime_parameter.form == ToolParameter.ToolParameterForm.FORM:
  245. current_parameters.append(runtime_parameter)
  246. return ToolApiEntity(
  247. author=tool.entity.identity.author,
  248. name=tool.entity.identity.name,
  249. label=tool.entity.identity.label,
  250. description=tool.entity.description.human if tool.entity.description else I18nObject(en_US=""),
  251. output_schema=tool.entity.output_schema,
  252. parameters=current_parameters,
  253. labels=labels or [],
  254. )
  255. if isinstance(tool, ApiToolBundle):
  256. return ToolApiEntity(
  257. author=tool.author,
  258. name=tool.operation_id,
  259. label=I18nObject(en_US=tool.operation_id, zh_Hans=tool.operation_id),
  260. description=I18nObject(en_US=tool.summary or "", zh_Hans=tool.summary or ""),
  261. parameters=tool.parameters,
  262. labels=labels or [],
  263. )