dify/api/models/tools.py

import json
from datetime import datetime
from typing import Any, cast
from urllib.parse import urlparse

import sqlalchemy as sa
from deprecated import deprecated
from sqlalchemy import ForeignKey, func
from sqlalchemy.orm import Mapped, mapped_column

from core.file import helpers as file_helpers
from core.helper import encrypter
from core.mcp.types import Tool
from core.tools.entities.common_entities import I18nObject
from core.tools.entities.tool_bundle import ApiToolBundle
from core.tools.entities.tool_entities import ApiProviderSchemaType, WorkflowToolParameterConfiguration
from models.base import Base

from .engine import db
from .model import Account, App, Tenant
from .types import StringUUID


class BuiltinToolProvider(Base):
    """
    This table stores the tool provider information for built-in tools for each tenant.
    """

    __tablename__ = "tool_builtin_providers"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_builtin_provider_pkey"),
        # one tenant can only have one tool provider with the same name
        db.UniqueConstraint("tenant_id", "provider", name="unique_builtin_tool_provider"),
    )

    # id of the tool provider
    id: Mapped[str] = mapped_column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # id of the tenant
    tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=True)
    # who created this tool provider
    user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
    # name of the tool provider
    provider: Mapped[str] = mapped_column(db.String(256), nullable=False)
    # credential of the tool provider
    encrypted_credentials: Mapped[str] = mapped_column(db.Text, nullable=True)
    created_at: Mapped[datetime] = mapped_column(
        db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
    )
    updated_at: Mapped[datetime] = mapped_column(
        db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
    )

    @property
    def credentials(self) -> dict:
        return cast(dict, json.loads(self.encrypted_credentials))


class ApiToolProvider(Base):
    """
    The table stores the api providers.
    """

    __tablename__ = "tool_api_providers"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_api_provider_pkey"),
        db.UniqueConstraint("name", "tenant_id", name="unique_api_tool_provider"),
    )

    id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # name of the api provider
    name = db.Column(db.String(255), nullable=False)
    # icon
    icon = db.Column(db.String(255), nullable=False)
    # original schema
    schema = db.Column(db.Text, nullable=False)
    schema_type_str: Mapped[str] = db.Column(db.String(40), nullable=False)
    # who created this tool
    user_id = db.Column(StringUUID, nullable=False)
    # tenant id
    tenant_id = db.Column(StringUUID, nullable=False)
    # description of the provider
    description = db.Column(db.Text, nullable=False)
    # json format tools
    tools_str = db.Column(db.Text, nullable=False)
    # json format credentials
    credentials_str = db.Column(db.Text, nullable=False)
    # privacy policy
    privacy_policy = db.Column(db.String(255), nullable=True)
    # custom_disclaimer
    custom_disclaimer: Mapped[str] = mapped_column(sa.TEXT, default="")

    created_at: Mapped[datetime] = mapped_column(db.DateTime, nullable=False, server_default=func.current_timestamp())
    updated_at: Mapped[datetime] = mapped_column(db.DateTime, nullable=False, server_default=func.current_timestamp())

    @property
    def schema_type(self) -> ApiProviderSchemaType:
        return ApiProviderSchemaType.value_of(self.schema_type_str)

    @property
    def tools(self) -> list[ApiToolBundle]:
        return [ApiToolBundle(**tool) for tool in json.loads(self.tools_str)]

    @property
    def credentials(self) -> dict:
        return dict(json.loads(self.credentials_str))

    @property
    def user(self) -> Account | None:
        if not self.user_id:
            return None
        return db.session.query(Account).filter(Account.id == self.user_id).first()

    @property
    def tenant(self) -> Tenant | None:
        return db.session.query(Tenant).filter(Tenant.id == self.tenant_id).first()


class ToolLabelBinding(Base):
    """
    The table stores the labels for tools.
    """

    __tablename__ = "tool_label_bindings"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_label_bind_pkey"),
        db.UniqueConstraint("tool_id", "label_name", name="unique_tool_label_bind"),
    )

    id: Mapped[str] = mapped_column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # tool id
    tool_id: Mapped[str] = mapped_column(db.String(64), nullable=False)
    # tool type
    tool_type: Mapped[str] = mapped_column(db.String(40), nullable=False)
    # label name
    label_name: Mapped[str] = mapped_column(db.String(40), nullable=False)


class WorkflowToolProvider(Base):
    """
    The table stores the workflow providers.
    """

    __tablename__ = "tool_workflow_providers"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_workflow_provider_pkey"),
        db.UniqueConstraint("name", "tenant_id", name="unique_workflow_tool_provider"),
        db.UniqueConstraint("tenant_id", "app_id", name="unique_workflow_tool_provider_app_id"),
    )

    id: Mapped[str] = mapped_column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # name of the workflow provider
    name: Mapped[str] = mapped_column(db.String(255), nullable=False)
    # label of the workflow provider
    label: Mapped[str] = mapped_column(db.String(255), nullable=False, server_default="")
    # icon
    icon: Mapped[str] = mapped_column(db.String(255), nullable=False)
    # app id of the workflow provider
    app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
    # version of the workflow provider
    version: Mapped[str] = mapped_column(db.String(255), nullable=False, server_default="")
    # who created this tool
    user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
    # tenant id
    tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
    # description of the provider
    description: Mapped[str] = mapped_column(db.Text, nullable=False)
    # parameter configuration
    parameter_configuration: Mapped[str] = mapped_column(db.Text, nullable=False, server_default="[]")
    # privacy policy
    privacy_policy: Mapped[str] = mapped_column(db.String(255), nullable=True, server_default="")

    created_at: Mapped[datetime] = mapped_column(
        db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
    )
    updated_at: Mapped[datetime] = mapped_column(
        db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
    )

    @property
    def user(self) -> Account | None:
        return db.session.query(Account).filter(Account.id == self.user_id).first()

    @property
    def tenant(self) -> Tenant | None:
        return db.session.query(Tenant).filter(Tenant.id == self.tenant_id).first()

    @property
    def parameter_configurations(self) -> list[WorkflowToolParameterConfiguration]:
        return [WorkflowToolParameterConfiguration(**config) for config in json.loads(self.parameter_configuration)]

    @property
    def app(self) -> App | None:
        return db.session.query(App).filter(App.id == self.app_id).first()


class MCPToolProvider(Base):
    """
    The table stores the mcp providers.
    """

    __tablename__ = "tool_mcp_providers"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_mcp_provider_pkey"),
        db.UniqueConstraint("tenant_id", "server_url_hash", name="unique_mcp_provider_server_url"),
        db.UniqueConstraint("tenant_id", "name", name="unique_mcp_provider_name"),
        db.UniqueConstraint("tenant_id", "server_identifier", name="unique_mcp_provider_server_identifier"),
    )

    id: Mapped[str] = mapped_column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # name of the mcp provider
    name: Mapped[str] = mapped_column(db.String(40), nullable=False)
    # server identifier of the mcp provider
    server_identifier: Mapped[str] = mapped_column(db.String(24), nullable=False)
    # encrypted url of the mcp provider
    server_url: Mapped[str] = mapped_column(db.Text, nullable=False)
    # hash of server_url for uniqueness check
    server_url_hash: Mapped[str] = mapped_column(db.String(64), nullable=False)
    # icon of the mcp provider
    icon: Mapped[str] = mapped_column(db.String(255), nullable=True)
    # tenant id
    tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
    # who created this tool
    user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
    # encrypted credentials
    encrypted_credentials: Mapped[str] = mapped_column(db.Text, nullable=True)
    # authed
    authed: Mapped[bool] = mapped_column(db.Boolean, nullable=False, default=False)
    # tools
    tools: Mapped[str] = mapped_column(db.Text, nullable=False, default="[]")
    created_at: Mapped[datetime] = mapped_column(
        db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
    )
    updated_at: Mapped[datetime] = mapped_column(
        db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
    )

    def load_user(self) -> Account | None:
        return db.session.query(Account).filter(Account.id == self.user_id).first()

    @property
    def tenant(self) -> Tenant | None:
        return db.session.query(Tenant).filter(Tenant.id == self.tenant_id).first()

    @property
    def credentials(self) -> dict:
        try:
            return cast(dict, json.loads(self.encrypted_credentials)) or {}
        except Exception:
            return {}

    @property
    def mcp_tools(self) -> list[Tool]:
        return [Tool(**tool) for tool in json.loads(self.tools)]

    @property
    def provider_icon(self) -> dict[str, str] | str:
        try:
            return cast(dict[str, str], json.loads(self.icon))
        except json.JSONDecodeError:
            return file_helpers.get_signed_file_url(self.icon)

    @property
    def decrypted_server_url(self) -> str:
        return cast(str, encrypter.decrypt_token(self.tenant_id, self.server_url))

    @property
    def masked_server_url(self) -> str:
        def mask_url(url: str, mask_char: str = "*") -> str:
            """
            mask the url to a simple string
            """
            parsed = urlparse(url)
            base_url = f"{parsed.scheme}://{parsed.netloc}"

            if parsed.path and parsed.path != "/":
                return f"{base_url}/{mask_char * 6}"
            else:
                return base_url

        return mask_url(self.decrypted_server_url)

    @property
    def decrypted_credentials(self) -> dict:
        from core.tools.mcp_tool.provider import MCPToolProviderController
        from core.tools.utils.configuration import ProviderConfigEncrypter

        provider_controller = MCPToolProviderController._from_db(self)

        tool_configuration = ProviderConfigEncrypter(
            tenant_id=self.tenant_id,
            config=list(provider_controller.get_credentials_schema()),
            provider_type=provider_controller.provider_type.value,
            provider_identity=provider_controller.provider_id,
        )
        return tool_configuration.decrypt(self.credentials, use_cache=False)


class ToolModelInvoke(Base):
    """
    store the invoke logs from tool invoke
    """

    __tablename__ = "tool_model_invokes"
    __table_args__ = (db.PrimaryKeyConstraint("id", name="tool_model_invoke_pkey"),)

    id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # who invoke this tool
    user_id = db.Column(StringUUID, nullable=False)
    # tenant id
    tenant_id = db.Column(StringUUID, nullable=False)
    # provider
    provider = db.Column(db.String(255), nullable=False)
    # type
    tool_type = db.Column(db.String(40), nullable=False)
    # tool name
    tool_name = db.Column(db.String(40), nullable=False)
    # invoke parameters
    model_parameters = db.Column(db.Text, nullable=False)
    # prompt messages
    prompt_messages = db.Column(db.Text, nullable=False)
    # invoke response
    model_response = db.Column(db.Text, nullable=False)

    prompt_tokens = db.Column(db.Integer, nullable=False, server_default=db.text("0"))
    answer_tokens = db.Column(db.Integer, nullable=False, server_default=db.text("0"))
    answer_unit_price = db.Column(db.Numeric(10, 4), nullable=False)
    answer_price_unit = db.Column(db.Numeric(10, 7), nullable=False, server_default=db.text("0.001"))
    provider_response_latency = db.Column(db.Float, nullable=False, server_default=db.text("0"))
    total_price = db.Column(db.Numeric(10, 7))
    currency = db.Column(db.String(255), nullable=False)
    created_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
    updated_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())


@deprecated
class ToolConversationVariables(Base):
    """
    store the conversation variables from tool invoke
    """

    __tablename__ = "tool_conversation_variables"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_conversation_variables_pkey"),
        # add index for user_id and conversation_id
        db.Index("user_id_idx", "user_id"),
        db.Index("conversation_id_idx", "conversation_id"),
    )

    id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # conversation user id
    user_id = db.Column(StringUUID, nullable=False)
    # tenant id
    tenant_id = db.Column(StringUUID, nullable=False)
    # conversation id
    conversation_id = db.Column(StringUUID, nullable=False)
    # variables pool
    variables_str = db.Column(db.Text, nullable=False)

    created_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
    updated_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())

    @property
    def variables(self) -> Any:
        return json.loads(self.variables_str)


class ToolFile(Base):
    """This table stores file metadata generated in workflows,
    not only files created by agent.
    """

    __tablename__ = "tool_files"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="tool_file_pkey"),
        db.Index("tool_file_conversation_id_idx", "conversation_id"),
    )

    id: Mapped[str] = mapped_column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # conversation user id
    user_id: Mapped[str] = mapped_column(StringUUID)
    # tenant id
    tenant_id: Mapped[str] = mapped_column(StringUUID)
    # conversation id
    conversation_id: Mapped[str] = mapped_column(StringUUID, nullable=True)
    # file key
    file_key: Mapped[str] = mapped_column(db.String(255), nullable=False)
    # mime type
    mimetype: Mapped[str] = mapped_column(db.String(255), nullable=False)
    # original url
    original_url: Mapped[str] = mapped_column(db.String(2048), nullable=True)
    # name
    name: Mapped[str] = mapped_column(default="")
    # size
    size: Mapped[int] = mapped_column(default=-1)


@deprecated
class DeprecatedPublishedAppTool(Base):
    """
    The table stores the apps published as a tool for each person.
    """

    __tablename__ = "tool_published_apps"
    __table_args__ = (
        db.PrimaryKeyConstraint("id", name="published_app_tool_pkey"),
        db.UniqueConstraint("app_id", "user_id", name="unique_published_app_tool"),
    )

    id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
    # id of the app
    app_id = db.Column(StringUUID, ForeignKey("apps.id"), nullable=False)

    user_id: Mapped[str] = db.Column(StringUUID, nullable=False)
    # who published this tool
    description = db.Column(db.Text, nullable=False)
    # llm_description of the tool, for LLM
    llm_description = db.Column(db.Text, nullable=False)
    # query description, query will be seem as a parameter of the tool,
    # to describe this parameter to llm, we need this field
    query_description = db.Column(db.Text, nullable=False)
    # query name, the name of the query parameter
    query_name = db.Column(db.String(40), nullable=False)
    # name of the tool provider
    tool_name = db.Column(db.String(40), nullable=False)
    # author
    author = db.Column(db.String(40), nullable=False)
    created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
    updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))

    @property
    def description_i18n(self) -> I18nObject:
        return I18nObject(**json.loads(self.description))