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274 lines
10 KiB
Python
274 lines
10 KiB
Python
import json
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import logging
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from typing import Optional, Union
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from configs import dify_config
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from core.tools.entities.api_entities import UserTool, UserToolProvider
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from core.tools.entities.common_entities import I18nObject
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from core.tools.entities.tool_bundle import ApiToolBundle
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from core.tools.entities.tool_entities import (
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ApiProviderAuthType,
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ToolParameter,
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ToolProviderCredentials,
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ToolProviderType,
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)
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from core.tools.provider.api_tool_provider import ApiToolProviderController
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from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController
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from core.tools.provider.workflow_tool_provider import WorkflowToolProviderController
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from core.tools.tool.tool import Tool
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from core.tools.tool.workflow_tool import WorkflowTool
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from core.tools.utils.configuration import ToolConfigurationManager
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from models.tools import ApiToolProvider, BuiltinToolProvider, WorkflowToolProvider
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logger = logging.getLogger(__name__)
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class ToolTransformService:
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@staticmethod
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def get_tool_provider_icon_url(provider_type: str, provider_name: str, icon: str) -> Union[str, dict]:
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"""
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get tool provider icon url
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"""
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url_prefix = dify_config.CONSOLE_API_URL + "/console/api/workspaces/current/tool-provider/"
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if provider_type == ToolProviderType.BUILT_IN.value:
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return url_prefix + "builtin/" + provider_name + "/icon"
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elif provider_type in [ToolProviderType.API.value, ToolProviderType.WORKFLOW.value]:
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try:
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return json.loads(icon)
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except:
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return {"background": "#252525", "content": "\ud83d\ude01"}
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return ""
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@staticmethod
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def repack_provider(provider: Union[dict, UserToolProvider]):
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"""
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repack provider
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:param provider: the provider dict
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"""
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if isinstance(provider, dict) and "icon" in provider:
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provider["icon"] = ToolTransformService.get_tool_provider_icon_url(
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provider_type=provider["type"], provider_name=provider["name"], icon=provider["icon"]
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)
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elif isinstance(provider, UserToolProvider):
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provider.icon = ToolTransformService.get_tool_provider_icon_url(
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provider_type=provider.type.value, provider_name=provider.name, icon=provider.icon
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)
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@staticmethod
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def builtin_provider_to_user_provider(
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provider_controller: BuiltinToolProviderController,
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db_provider: Optional[BuiltinToolProvider],
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decrypt_credentials: bool = True,
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) -> UserToolProvider:
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"""
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convert provider controller to user provider
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"""
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result = UserToolProvider(
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id=provider_controller.identity.name,
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author=provider_controller.identity.author,
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name=provider_controller.identity.name,
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description=I18nObject(
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en_US=provider_controller.identity.description.en_US,
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zh_Hans=provider_controller.identity.description.zh_Hans,
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pt_BR=provider_controller.identity.description.pt_BR,
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),
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icon=provider_controller.identity.icon,
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label=I18nObject(
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en_US=provider_controller.identity.label.en_US,
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zh_Hans=provider_controller.identity.label.zh_Hans,
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pt_BR=provider_controller.identity.label.pt_BR,
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),
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type=ToolProviderType.BUILT_IN,
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masked_credentials={},
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is_team_authorization=False,
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tools=[],
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labels=provider_controller.tool_labels,
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)
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# get credentials schema
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schema = provider_controller.get_credentials_schema()
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for name, value in schema.items():
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result.masked_credentials[name] = ToolProviderCredentials.CredentialsType.default(value.type)
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# check if the provider need credentials
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if not provider_controller.need_credentials:
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result.is_team_authorization = True
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result.allow_delete = False
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elif db_provider:
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result.is_team_authorization = True
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if decrypt_credentials:
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credentials = db_provider.credentials
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# init tool configuration
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tool_configuration = ToolConfigurationManager(
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tenant_id=db_provider.tenant_id, provider_controller=provider_controller
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)
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# decrypt the credentials and mask the credentials
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decrypted_credentials = tool_configuration.decrypt_tool_credentials(credentials=credentials)
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masked_credentials = tool_configuration.mask_tool_credentials(credentials=decrypted_credentials)
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result.masked_credentials = masked_credentials
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result.original_credentials = decrypted_credentials
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return result
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@staticmethod
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def api_provider_to_controller(
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db_provider: ApiToolProvider,
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) -> ApiToolProviderController:
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"""
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convert provider controller to user provider
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"""
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# package tool provider controller
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controller = ApiToolProviderController.from_db(
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db_provider=db_provider,
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auth_type=ApiProviderAuthType.API_KEY
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if db_provider.credentials["auth_type"] == "api_key"
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else ApiProviderAuthType.NONE,
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)
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return controller
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@staticmethod
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def workflow_provider_to_controller(db_provider: WorkflowToolProvider) -> WorkflowToolProviderController:
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"""
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convert provider controller to provider
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"""
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return WorkflowToolProviderController.from_db(db_provider)
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@staticmethod
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def workflow_provider_to_user_provider(
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provider_controller: WorkflowToolProviderController, labels: list[str] = None
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):
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"""
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convert provider controller to user provider
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"""
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return UserToolProvider(
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id=provider_controller.provider_id,
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author=provider_controller.identity.author,
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name=provider_controller.identity.name,
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description=I18nObject(
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en_US=provider_controller.identity.description.en_US,
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zh_Hans=provider_controller.identity.description.zh_Hans,
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),
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icon=provider_controller.identity.icon,
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label=I18nObject(
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en_US=provider_controller.identity.label.en_US,
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zh_Hans=provider_controller.identity.label.zh_Hans,
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),
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type=ToolProviderType.WORKFLOW,
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masked_credentials={},
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is_team_authorization=True,
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tools=[],
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labels=labels or [],
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)
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@staticmethod
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def api_provider_to_user_provider(
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provider_controller: ApiToolProviderController,
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db_provider: ApiToolProvider,
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decrypt_credentials: bool = True,
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labels: list[str] = None,
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) -> UserToolProvider:
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"""
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convert provider controller to user provider
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"""
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username = "Anonymous"
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try:
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username = db_provider.user.name
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except Exception as e:
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logger.error(f"failed to get user name for api provider {db_provider.id}: {str(e)}")
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# add provider into providers
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credentials = db_provider.credentials
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result = UserToolProvider(
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id=db_provider.id,
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author=username,
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name=db_provider.name,
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description=I18nObject(
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en_US=db_provider.description,
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zh_Hans=db_provider.description,
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),
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icon=db_provider.icon,
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label=I18nObject(
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en_US=db_provider.name,
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zh_Hans=db_provider.name,
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),
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type=ToolProviderType.API,
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masked_credentials={},
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is_team_authorization=True,
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tools=[],
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labels=labels or [],
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)
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if decrypt_credentials:
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# init tool configuration
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tool_configuration = ToolConfigurationManager(
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tenant_id=db_provider.tenant_id, provider_controller=provider_controller
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)
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# decrypt the credentials and mask the credentials
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decrypted_credentials = tool_configuration.decrypt_tool_credentials(credentials=credentials)
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masked_credentials = tool_configuration.mask_tool_credentials(credentials=decrypted_credentials)
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result.masked_credentials = masked_credentials
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return result
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@staticmethod
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def tool_to_user_tool(
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tool: Union[ApiToolBundle, WorkflowTool, Tool],
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credentials: dict = None,
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tenant_id: str = None,
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labels: list[str] = None,
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) -> UserTool:
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"""
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convert tool to user tool
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"""
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if isinstance(tool, Tool):
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# fork tool runtime
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tool = tool.fork_tool_runtime(
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runtime={
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"credentials": credentials,
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"tenant_id": tenant_id,
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}
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)
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# get tool parameters
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parameters = tool.parameters or []
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# get tool runtime parameters
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runtime_parameters = tool.get_runtime_parameters() or []
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# override parameters
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current_parameters = parameters.copy()
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for runtime_parameter in runtime_parameters:
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found = False
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for index, parameter in enumerate(current_parameters):
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if parameter.name == runtime_parameter.name and parameter.form == runtime_parameter.form:
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current_parameters[index] = runtime_parameter
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found = True
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break
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if not found and runtime_parameter.form == ToolParameter.ToolParameterForm.FORM:
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current_parameters.append(runtime_parameter)
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return UserTool(
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author=tool.identity.author,
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name=tool.identity.name,
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label=tool.identity.label,
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description=tool.description.human,
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parameters=current_parameters,
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labels=labels,
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)
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if isinstance(tool, ApiToolBundle):
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return UserTool(
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author=tool.author,
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name=tool.operation_id,
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label=I18nObject(en_US=tool.operation_id, zh_Hans=tool.operation_id),
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description=I18nObject(en_US=tool.summary or "", zh_Hans=tool.summary or ""),
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parameters=tool.parameters,
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labels=labels,
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)
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