dify-plugin-sdks/python/dify_plugin/core/plugin_registration.py

import os
from collections.abc import Mapping
from pathlib import Path
from typing import TypeVar

import werkzeug
import werkzeug.exceptions
from werkzeug import Request
from werkzeug.routing import Map, Rule

from dify_plugin.config.config import DifyPluginEnv
from dify_plugin.core.entities.plugin.setup import PluginAsset, PluginConfiguration
from dify_plugin.core.entities.providers import DatasourceProviderMapping
from dify_plugin.core.model_factory import ModelFactory
from dify_plugin.core.runtime import Session
from dify_plugin.core.trigger_factory import TriggerFactory
from dify_plugin.core.utils.class_loader import load_multi_subclasses_from_source, load_single_subclass_from_source
from dify_plugin.core.utils.yaml_loader import load_yaml_file
from dify_plugin.entities.agent import AgentStrategyConfiguration, AgentStrategyProviderConfiguration
from dify_plugin.entities.datasource_manifest import DatasourceProviderManifest, DatasourceProviderType
from dify_plugin.entities.endpoint import EndpointProviderConfiguration
from dify_plugin.entities.model import ModelType
from dify_plugin.entities.model.provider import ModelProviderConfiguration
from dify_plugin.entities.tool import ToolConfiguration, ToolProviderConfiguration
from dify_plugin.entities.trigger import (
    EventConfiguration,
    TriggerProviderConfiguration,
    TriggerSubscriptionConstructorRuntime,
)
from dify_plugin.interfaces.agent import AgentStrategy
from dify_plugin.interfaces.datasource import DatasourceProvider
from dify_plugin.interfaces.datasource.online_document import OnlineDocumentDatasource
from dify_plugin.interfaces.datasource.online_drive import OnlineDriveDatasource
from dify_plugin.interfaces.datasource.website import WebsiteCrawlDatasource
from dify_plugin.interfaces.endpoint import Endpoint
from dify_plugin.interfaces.model import ModelProvider
from dify_plugin.interfaces.model.ai_model import AIModel
from dify_plugin.interfaces.model.large_language_model import LargeLanguageModel
from dify_plugin.interfaces.model.moderation_model import ModerationModel
from dify_plugin.interfaces.model.rerank_model import RerankModel
from dify_plugin.interfaces.model.speech2text_model import Speech2TextModel
from dify_plugin.interfaces.model.text_embedding_model import TextEmbeddingModel
from dify_plugin.interfaces.model.tts_model import TTSModel
from dify_plugin.interfaces.tool import Tool, ToolProvider
from dify_plugin.interfaces.trigger import Event, Trigger, TriggerSubscriptionConstructor
from dify_plugin.protocol.oauth import OAuthProviderProtocol

T = TypeVar("T")


class PluginRegistration:
    configuration: PluginConfiguration
    tools_configuration: list[ToolProviderConfiguration]
    tools_mapping: dict[
        str,
        tuple[
            ToolProviderConfiguration,
            type[ToolProvider],
            dict[str, tuple[ToolConfiguration, type[Tool]]],
        ],
    ]
    agent_strategies_configuration: list[AgentStrategyProviderConfiguration]
    agent_strategies_mapping: dict[
        str,
        tuple[
            AgentStrategyProviderConfiguration,
            dict[str, tuple[AgentStrategyConfiguration, type[AgentStrategy]]],
        ],
    ]

    triggers_configuration: list[TriggerProviderConfiguration]
    trigger_factory: TriggerFactory

    models_configuration: list[ModelProviderConfiguration]
    models_mapping: dict[
        str,
        tuple[
            ModelProviderConfiguration,
            ModelProvider,
            ModelFactory,
        ],
    ]
    endpoints_configuration: list[EndpointProviderConfiguration]
    endpoints: Map
    datasource_configuration: list[DatasourceProviderManifest]
    datasource_mapping: dict[
        str,
        DatasourceProviderMapping,
    ]

    files: list[PluginAsset]

    def __init__(self, config: DifyPluginEnv) -> None:
        """
        Initialize plugin
        """
        self.tools_configuration = []
        self.models_configuration = []
        self.tools_mapping = {}
        self.models_mapping = {}
        self.endpoints_configuration = []
        self.endpoints = Map()
        self.files = []
        self.agent_strategies_configuration = []
        self.agent_strategies_mapping = {}
        self.datasource_configuration = []
        self.datasource_mapping = {}
        self.triggers_configuration = []
        self.trigger_factory = TriggerFactory()

        # load plugin configuration
        self._load_plugin_configuration()
        # load plugin class
        self._resolve_plugin_cls()
        # load plugin assets
        self._load_plugin_assets()

    def _load_plugin_assets(self):
        """
        load plugin assets
        """
        # open _assets folder
        with os.scandir("_assets") as entries:
            for entry in entries:
                if entry.is_file():
                    entry_bytes = Path(entry).read_bytes()
                    self.files.append(PluginAsset(filename=entry.name, data=entry_bytes))

    def _load_plugin_configuration(self):
        """
        load basic plugin configuration from manifest.yaml
        """
        try:
            file = load_yaml_file("manifest.yaml")
            self.configuration = PluginConfiguration(**file)

            for provider in self.configuration.plugins.tools:
                fs = load_yaml_file(provider)
                tool_provider_configuration = ToolProviderConfiguration(**fs)
                self.tools_configuration.append(tool_provider_configuration)
            for provider in self.configuration.plugins.models:
                fs = load_yaml_file(provider)
                model_provider_configuration = ModelProviderConfiguration(**fs)
                self.models_configuration.append(model_provider_configuration)
            for provider in self.configuration.plugins.endpoints:
                fs = load_yaml_file(provider)
                endpoint_configuration = EndpointProviderConfiguration(**fs)
                self.endpoints_configuration.append(endpoint_configuration)
            for provider in self.configuration.plugins.agent_strategies:
                fs = load_yaml_file(provider)
                agent_provider_configuration = AgentStrategyProviderConfiguration(**fs)
                self.agent_strategies_configuration.append(agent_provider_configuration)
            for provider in self.configuration.plugins.datasources:
                fs = load_yaml_file(provider)
                datasource_provider_configuration = DatasourceProviderManifest(**fs)
                self.datasource_configuration.append(datasource_provider_configuration)
            for provider in self.configuration.plugins.triggers:
                fs = load_yaml_file(provider)
                trigger_provider_configuration = TriggerProviderConfiguration(**fs)
                self.triggers_configuration.append(trigger_provider_configuration)

        except Exception as e:
            raise ValueError(f"Error loading plugin configuration: {e!s}") from e

    def _resolve_tool_providers(self):
        """
        walk through all the tool providers and tools and load the classes from sources
        """
        for provider in self.tools_configuration:
            # load class
            source = provider.extra.python.source
            # remove extension
            module_source = os.path.splitext(source)[0]
            # replace / with .
            module_source = module_source.replace("/", ".")
            cls = load_single_subclass_from_source(
                module_name=module_source,
                script_path=os.path.join(os.getcwd(), source),
                parent_type=ToolProvider,
            )

            # load tools class
            tools = {}
            for tool in provider.tools:
                tool_source = tool.extra.python.source
                tool_module_source = os.path.splitext(tool_source)[0]
                tool_module_source = tool_module_source.replace("/", ".")
                tool_cls = load_single_subclass_from_source(
                    module_name=tool_module_source,
                    script_path=os.path.join(os.getcwd(), tool_source),
                    parent_type=Tool,
                )

                if tool_cls._is_get_runtime_parameters_overridden():
                    tool.has_runtime_parameters = True

                tools[tool.identity.name] = (tool, tool_cls)

            self.tools_mapping[provider.identity.name] = (provider, cls, tools)

    def _resolve_agent_providers(self):
        """
        walk through all the agent providers and strategies and load the classes from sources
        """
        for provider in self.agent_strategies_configuration:
            strategies = {}
            for strategy in provider.strategies:
                strategy_source = strategy.extra.python.source
                strategy_module_source = os.path.splitext(strategy_source)[0]
                strategy_module_source = strategy_module_source.replace("/", ".")
                strategy_cls = load_single_subclass_from_source(
                    module_name=strategy_module_source,
                    script_path=os.path.join(os.getcwd(), strategy_source),
                    parent_type=AgentStrategy,
                )

                strategies[strategy.identity.name] = (strategy, strategy_cls)

            self.agent_strategies_mapping[provider.identity.name] = (provider, strategies)

    def _resolve_datasource_providers(self):
        """
        walk through all the datasource providers and datasources and load the classes from sources
        """
        for provider in self.datasource_configuration:
            # load class
            source = provider.extra.python.source
            # remove extension
            module_source = os.path.splitext(source)[0]
            # replace / with .
            module_source = module_source.replace("/", ".")
            provider_cls = load_single_subclass_from_source(
                module_name=module_source,
                script_path=os.path.join(os.getcwd(), source),
                parent_type=DatasourceProvider,
            )

            datasource_mappings = {
                DatasourceProviderType.WEBSITE_CRAWL: (WebsiteCrawlDatasource, {}),
                DatasourceProviderType.ONLINE_DOCUMENT: (OnlineDocumentDatasource, {}),
                DatasourceProviderType.ONLINE_DRIVE: (OnlineDriveDatasource, {}),
            }

            if provider.provider_type in datasource_mappings:
                parent_type, mapping = datasource_mappings[provider.provider_type]
                for datasource in provider.datasources:
                    module_source = os.path.splitext(datasource.extra.python.source)[0].replace("/", ".")
                    cls = load_single_subclass_from_source(
                        module_name=module_source,
                        script_path=os.path.join(os.getcwd(), datasource.extra.python.source),
                        parent_type=parent_type,
                    )
                    mapping[datasource.identity.name] = cls

            self.datasource_mapping[provider.identity.name] = DatasourceProviderMapping(
                provider=provider.identity.name,
                provider_cls=provider_cls,
                configuration=provider,
                website_crawl_datasource_mapping=datasource_mappings[DatasourceProviderType.WEBSITE_CRAWL][1],
                online_document_datasource_mapping=datasource_mappings[DatasourceProviderType.ONLINE_DOCUMENT][1],
                online_drive_datasource_mapping=datasource_mappings[DatasourceProviderType.ONLINE_DRIVE][1],
            )

    def _resolve_trigger_providers(self):
        """
        walk through all the trigger providers and triggers and load the classes from sources
        """
        for provider in self.triggers_configuration:
            # load provider class
            source = provider.extra.python.source
            # remove extension
            module_source = os.path.splitext(source)[0]
            # replace / with .
            module_source = module_source.replace("/", ".")
            provider_cls = load_single_subclass_from_source(
                module_name=module_source,
                script_path=os.path.join(os.getcwd(), source),
                parent_type=Trigger,
            )

            subscription_constructor_cls_candidates = load_multi_subclasses_from_source(
                module_name=module_source,
                script_path=os.path.join(os.getcwd(), source),
                parent_type=TriggerSubscriptionConstructor,
            )

            if len(subscription_constructor_cls_candidates) > 1:
                raise ValueError(
                    f"Multiple TriggerSubscriptionConstructor subclasses found in {source}."
                    " Only a single implementation is supported."
                )

            subscription_constructor_cls = (
                subscription_constructor_cls_candidates[0] if subscription_constructor_cls_candidates else None
            )

            if provider.subscription_constructor and subscription_constructor_cls is None:
                raise ValueError(
                    f"Trigger subscription constructor configuration declared but no implementation found in {source}."
                )

            # load events class
            trigger_registrations: list[tuple[str, EventConfiguration, type[Event]]] = []
            for trigger in provider.events:
                trigger_source = trigger.extra.python.source
                trigger_module_source = os.path.splitext(trigger_source)[0]
                trigger_module_source = trigger_module_source.replace("/", ".")
                trigger_cls = load_single_subclass_from_source(
                    module_name=trigger_module_source,
                    script_path=os.path.join(os.getcwd(), trigger_source),
                    parent_type=Event,
                )
                trigger_registrations.append((trigger.identity.name, trigger, trigger_cls))

            registration = self.trigger_factory.register_trigger_provider(
                configuration=provider,
                provider_cls=provider_cls,
                subscription_constructor_cls=subscription_constructor_cls,
                events={},
            )

            for name, trigger_config, trigger_cls in trigger_registrations:
                registration.register_trigger(
                    name=name,
                    configuration=trigger_config,
                    trigger_cls=trigger_cls,
                )

    def _is_strict_subclass(self, cls: type[T], *parent_cls: type[T]) -> bool:
        """
        check if the class is a strict subclass of one of the parent classes
        """
        return any(issubclass(cls, parent) and cls != parent for parent in parent_cls)

    def _resolve_model_providers(self):
        """
        walk through all the model providers and models and load the classes from sources
        """
        for provider in self.models_configuration:
            # load class
            source = provider.extra.python.provider_source
            # remove extension
            module_source = os.path.splitext(source)[0]
            # replace / with .
            module_source = module_source.replace("/", ".")
            cls = load_single_subclass_from_source(
                module_name=module_source,
                script_path=os.path.join(os.getcwd(), source),
                parent_type=ModelProvider,
            )

            # load models class
            models: dict[ModelType, type[AIModel]] = {}
            for model_source in provider.extra.python.model_sources:
                model_module_source = os.path.splitext(model_source)[0]
                model_module_source = model_module_source.replace("/", ".")
                model_classes = load_multi_subclasses_from_source(
                    module_name=model_module_source,
                    script_path=os.path.join(os.getcwd(), model_source),
                    parent_type=AIModel,
                )

                for model_cls in model_classes:
                    if self._is_strict_subclass(
                        model_cls,
                        LargeLanguageModel,
                        TextEmbeddingModel,
                        RerankModel,
                        TTSModel,
                        Speech2TextModel,
                        ModerationModel,
                    ):
                        models[model_cls.model_type] = model_cls

            model_factory = ModelFactory(provider, models)
            provider_instance = cls(provider, models)  # type: ignore
            self.models_mapping[provider.provider] = (
                provider,
                provider_instance,
                model_factory,
            )

    def _resolve_endpoints(self):
        """
        load endpoints
        """
        for endpoint_provider in self.endpoints_configuration:
            # load endpoints
            for endpoint in endpoint_provider.endpoints:
                # remove extension
                module_source = os.path.splitext(endpoint.extra.python.source)[0]
                # replace / with .
                module_source = module_source.replace("/", ".")
                endpoint_cls = load_single_subclass_from_source(
                    module_name=module_source,
                    script_path=os.path.join(os.getcwd(), endpoint.extra.python.source),
                    parent_type=Endpoint,
                )

                self.endpoints.add(Rule(endpoint.path, methods=[endpoint.method], endpoint=endpoint_cls))

    def _resolve_plugin_cls(self):
        """
        register all plugin extensions
        """
        # load tool providers and tools
        self._resolve_tool_providers()

        # load model providers and models
        self._resolve_model_providers()

        # load endpoints
        self._resolve_endpoints()

        # load agent providers and strategies
        self._resolve_agent_providers()

        # load datasource providers and datasources
        self._resolve_datasource_providers()

        # load trigger providers and triggers
        self._resolve_trigger_providers()

    def get_tool_provider_cls(self, provider: str):
        """
        get the tool provider class by provider name
        :param provider: provider name
        :return: tool provider class
        """
        for provider_registration in self.tools_mapping:
            if provider_registration == provider:
                return self.tools_mapping[provider_registration][1]

    def get_tool_cls(self, provider: str, tool: str):
        """
        get the tool class by provider
        :param provider: provider name
        :param tool: tool name
        :return: tool class
        """
        for provider_registration in self.tools_mapping:
            if provider_registration == provider:
                registration = self.tools_mapping[provider_registration][2].get(tool)
                if registration:
                    return registration[1]

    def get_agent_provider_cls(self, provider: str):
        """
        get the agent provider class by provider name
        :param provider: provider name
        :return: agent provider class
        """
        for provider_registration in self.agent_strategies_mapping:
            if provider_registration == provider:
                return self.agent_strategies_mapping[provider_registration][1]

    def get_agent_strategy_cls(self, provider: str, agent: str):
        """
        get the agent class by provider
        :param provider: provider name
        :param agent: agent name
        :return: agent class
        """
        for provider_registration in self.agent_strategies_mapping:
            if provider_registration == provider:
                registration = self.agent_strategies_mapping[provider_registration][1].get(agent)
                if registration:
                    return registration[1]

    def get_model_provider_instance(self, provider: str):
        """
        get the model provider class by provider name
        :param provider: provider name
        :return: model provider class
        """
        for provider_registration in self.models_mapping:
            if provider_registration == provider:
                return self.models_mapping[provider_registration][1]

    def get_model_instance(self, provider: str, model_type: ModelType):
        """
        get the model class by provider
        :param provider: provider name
        :param model: model name
        :return: model class
        """
        for provider_registration in self.models_mapping:
            if provider_registration == provider:
                model_factory = self.models_mapping[provider_registration][2]
                return model_factory.get_instance(model_type)

    def get_trigger_provider(self, provider_name: str, session: Session) -> Trigger:
        """Get the trigger provider instance by provider name."""

        return self.trigger_factory.get_trigger_provider(provider_name, session)

    def get_trigger_subscription_constructor(
        self, provider_name: str, runtime: TriggerSubscriptionConstructorRuntime, session: Session
    ) -> TriggerSubscriptionConstructor:
        """Get the trigger subscription constructor instance by provider name."""

        return self.trigger_factory.get_subscription_constructor(provider_name, runtime, session)

    def get_trigger_event_handler(self, provider_name: str, event: str, session: Session) -> Event:
        """Get the event instance by provider and event name."""

        return self.trigger_factory.get_trigger_event_handler(provider_name, event, session)

    def get_supported_oauth_provider_cls(self, provider: str) -> type[OAuthProviderProtocol] | None:
        """
        get provider which supports oauth
        :param provider: provider name
        :return: supported oauth providers
        """
        try:
            configuration = self.trigger_factory.get_configuration(provider)
        except ValueError:
            configuration = None

        if (
            configuration
            and configuration.subscription_constructor
            and configuration.subscription_constructor.oauth_schema
        ):
            constructor_cls = self.trigger_factory.get_subscription_constructor_cls(provider)
            if constructor_cls:
                return constructor_cls

        for provider_registration in self.tools_mapping:
            if provider_registration == provider and self.tools_mapping[provider_registration][0].oauth_schema:
                return self.tools_mapping[provider_registration][1]

        if provider in self.datasource_mapping:
            datasource = self.datasource_mapping[provider]
            if datasource.configuration.oauth_schema:
                return datasource.provider_cls

        return None

    def get_datasource_provider_cls(self, provider: str):
        """
        get the datasource provider class by provider name
        :param provider: provider name
        :return: datasource provider class
        """
        if provider in self.datasource_mapping:
            return self.datasource_mapping[provider].provider_cls
        raise ValueError(f"Datasource provider {provider} not found")

    def get_website_crawl_datasource_cls(self, provider: str, datasource: str):
        """
        get the website crawl datasource class by provider and datasource name
        :param provider: provider name
        :param datasource: datasource name
        :return: website crawl datasource class
        """
        if provider in self.datasource_mapping:
            result = self.datasource_mapping[provider].website_crawl_datasource_mapping.get(datasource)
            if result:
                return result
        raise ValueError(f"Website crawl datasource {datasource} not found for provider {provider}")

    def get_online_document_datasource_cls(self, provider: str, datasource: str):
        """
        get the online document datasource class by provider and datasource name
        :param provider: provider name
        :param datasource: datasource name
        :return: online document datasource class
        """
        if provider in self.datasource_mapping:
            result = self.datasource_mapping[provider].online_document_datasource_mapping.get(datasource)
            if result:
                return result
        raise ValueError(f"Online document datasource {datasource} not found for provider {provider}")

    def dispatch_endpoint_request(self, request: Request) -> tuple[type[Endpoint], Mapping]:
        """
        dispatch endpoint request, match the request to the registered endpoints

        returns the endpoint and the values
        """
        adapter = self.endpoints.bind_to_environ(request.environ)
        try:
            endpoint, values = adapter.match()
            return endpoint, values
        except werkzeug.exceptions.HTTPException as e:
            raise ValueError(f"Failed to dispatch endpoint request: {e!s}") from e

    def get_online_drive_datasource_cls(self, provider: str, datasource: str):
        """
        get the online drive datasource class by provider and datasource name
        :param provider: provider name
        :param datasource: datasource name
        :return: online drive datasource class
        """
        if provider in self.datasource_mapping:
            result = self.datasource_mapping[provider].online_drive_datasource_mapping.get(datasource)
            if result:
                return result
        raise ValueError(f"Online drive datasource {datasource} not found for provider {provider}")