r2

api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py

@@ -8,6 +8,7 @@ from flask_restful.inputs import int_range  # type: ignore
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
+from models.model import EndUser
 import services
 from configs import dify_config
 from controllers.console import api
@@ -44,7 +45,6 @@ from services.errors.llm import InvokeRateLimitError
 from services.rag_pipeline.pipeline_generate_service import PipelineGenerateService
 from services.rag_pipeline.rag_pipeline import RagPipelineService
 from services.rag_pipeline.rag_pipeline_manage_service import RagPipelineManageService
-from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError
 
 logger = logging.getLogger(__name__)
 
@@ -243,6 +243,7 @@ class DraftRagPipelineRunApi(Resource):
         parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
         parser.add_argument("datasource_type", type=str, required=True, location="json")
         parser.add_argument("datasource_info", type=list, required=True, location="json")
+        parser.add_argument("start_node_id", type=str, required=True, location="json")
         args = parser.parse_args()
 
         try:
@@ -313,13 +314,20 @@ class RagPipelineDatasourceNodeRunApi(Resource):
 
         parser = reqparse.RequestParser()
         parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument("datasource_type", type=str, required=True, location="json")
         args = parser.parse_args()
 
         inputs = args.get("inputs")
+        if inputs == None:
+            raise ValueError("missing inputs")
 
         rag_pipeline_service = RagPipelineService()
         result = rag_pipeline_service.run_datasource_workflow_node(
-            pipeline=pipeline, node_id=node_id, user_inputs=inputs, account=current_user
+            pipeline=pipeline,
+            node_id=node_id,
+            user_inputs=inputs,
+            account=current_user,
+            datasource_type=args.get("datasource_type"),
         )
 
         return result
@@ -648,40 +656,6 @@ class RagPipelineByIdApi(Resource):
 
         return workflow
 
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def delete(self, pipeline: Pipeline, workflow_id: str):
-        """
-        Delete workflow
-        """
-        # Check permission
-        if not current_user.is_editor:
-            raise Forbidden()
-
-        if not isinstance(current_user, Account):
-            raise Forbidden()
-
-        rag_pipeline_service = RagPipelineService()
-
-        # Create a session and manage the transaction
-        with Session(db.engine) as session:
-            try:
-                rag_pipeline_service.delete_workflow(
-                    session=session, workflow_id=workflow_id, tenant_id=pipeline.tenant_id
-                )
-                # Commit the transaction in the controller
-                session.commit()
-            except WorkflowInUseError as e:
-                abort(400, description=str(e))
-            except DraftWorkflowDeletionError as e:
-                abort(400, description=str(e))
-            except ValueError as e:
-                raise NotFound(str(e))
-
-        return None, 204
-
 
 class PublishedRagPipelineSecondStepApi(Resource):
     @setup_required
@@ -695,8 +669,12 @@ class PublishedRagPipelineSecondStepApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-        node_id = request.args.get("node_id", required=True, type=str)
+        parser = reqparse.RequestParser()
-
+        parser.add_argument("node_id", type=str, required=True, location="args")
+        args = parser.parse_args()
+        node_id = args.get("node_id")
+        if not node_id:
+            raise ValueError("Node ID is required")
         rag_pipeline_service = RagPipelineService()
         variables = rag_pipeline_service.get_published_second_step_parameters(pipeline=pipeline, node_id=node_id)
         return {
@@ -716,7 +694,12 @@ class DraftRagPipelineSecondStepApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-        node_id = request.args.get("node_id", required=True, type=str)
+        parser = reqparse.RequestParser()
+        parser.add_argument("node_id", type=str, required=True, location="args")
+        args = parser.parse_args()
+        node_id = args.get("node_id")
+        if not node_id:
+            raise ValueError("Node ID is required")
 
         rag_pipeline_service = RagPipelineService()
         variables = rag_pipeline_service.get_draft_second_step_parameters(pipeline=pipeline, node_id=node_id)
@@ -777,9 +760,11 @@ class RagPipelineWorkflowRunNodeExecutionListApi(Resource):
         run_id = str(run_id)
 
         rag_pipeline_service = RagPipelineService()
+        user = cast("Account | EndUser", current_user)
         node_executions = rag_pipeline_service.get_rag_pipeline_workflow_run_node_executions(
             pipeline=pipeline,
             run_id=run_id,
+            user=user,
         )
 
         return {"data": node_executions}
@@ -875,9 +860,9 @@ api.add_resource(
 )
 api.add_resource(
     PublishedRagPipelineSecondStepApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/processing/paramters",
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/processing/parameters",
 )
 api.add_resource(
     DraftRagPipelineSecondStepApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/processing/paramters",
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/processing/parameters",
 )

api/core/app/apps/pipeline/pipeline_generator.py

@@ -99,6 +99,7 @@ class PipelineGenerator(BaseAppGenerator):
         )
 
         inputs: Mapping[str, Any] = args["inputs"]
+        start_node_id: str = args["start_node_id"]
         datasource_type: str = args["datasource_type"]
         datasource_info_list: list[Mapping[str, Any]] = args["datasource_info_list"]
         batch = time.strftime("%Y%m%d%H%M%S") + str(random.randint(100000, 999999))
@@ -118,7 +119,7 @@ class PipelineGenerator(BaseAppGenerator):
                     position=position,
                     account=user,
                     batch=batch,
-                    document_form=pipeline.dataset.doc_form,
+                    document_form=pipeline.dataset.chunk_structure,
                 )
                 db.session.add(document)
                 db.session.commit()
@@ -231,7 +232,7 @@ class PipelineGenerator(BaseAppGenerator):
 
     def single_iteration_generate(
         self,
-        app_model: App,
+        pipeline: Pipeline,
         workflow: Workflow,
         node_id: str,
         user: Account | EndUser,
@@ -255,7 +256,7 @@ class PipelineGenerator(BaseAppGenerator):
             raise ValueError("inputs is required")
 
         # convert to app config
-        app_config = WorkflowAppConfigManager.get_app_config(app_model=app_model, workflow=workflow)
+        app_config = PipelineConfigManager.get_pipeline_config(pipeline=pipeline, workflow=workflow)
 
         # init application generate entity
         application_generate_entity = WorkflowAppGenerateEntity(

api/core/datasource/__base/datasource_provider.py

@@ -2,7 +2,6 @@ from abc import ABC, abstractmethod
 from typing import Any
 
 from core.datasource.__base.datasource_plugin import DatasourcePlugin
-from core.datasource.__base.datasource_runtime import DatasourceRuntime
 from core.datasource.entities.datasource_entities import DatasourceProviderEntityWithPlugin, DatasourceProviderType
 from core.entities.provider_entities import ProviderConfig
 from core.plugin.impl.tool import PluginToolManager
@@ -11,9 +10,11 @@ from core.tools.errors import ToolProviderCredentialValidationError
 
 class DatasourcePluginProviderController(ABC):
     entity: DatasourceProviderEntityWithPlugin
+    tenant_id: str
 
-    def __init__(self, entity: DatasourceProviderEntityWithPlugin) -> None:
+    def __init__(self, entity: DatasourceProviderEntityWithPlugin, tenant_id: str) -> None:
         self.entity = entity
+        self.tenant_id = tenant_id
 
     @property
     def need_credentials(self) -> bool:
@@ -51,21 +52,6 @@ class DatasourcePluginProviderController(ABC):
         """
         pass
 
-    def get_datasources(self) -> list[DatasourcePlugin]:  # type: ignore
-        """
-        get all datasources
-        """
-        return [
-            DatasourcePlugin(
-                entity=datasource_entity,
-                runtime=DatasourceRuntime(tenant_id=self.tenant_id),
-                tenant_id=self.tenant_id,
-                icon=self.entity.identity.icon,
-                plugin_unique_identifier=self.plugin_unique_identifier,
-            )
-            for datasource_entity in self.entity.datasources
-        ]
-
     def validate_credentials_format(self, credentials: dict[str, Any]) -> None:
         """
         validate the format of the credentials of the provider and set the default value if needed

api/core/datasource/datasource_manager.py

@@ -6,7 +6,11 @@ import contexts
 from core.datasource.__base.datasource_plugin import DatasourcePlugin
 from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
 from core.datasource.entities.common_entities import I18nObject
+from core.datasource.entities.datasource_entities import DatasourceProviderType
 from core.datasource.errors import DatasourceProviderNotFoundError
+from core.datasource.local_file.local_file_provider import LocalFileDatasourcePluginProviderController
+from core.datasource.online_document.online_document_provider import OnlineDocumentDatasourcePluginProviderController
+from core.datasource.website_crawl.website_crawl_provider import WebsiteCrawlDatasourcePluginProviderController
 from core.plugin.impl.datasource import PluginDatasourceManager
 
 logger = logging.getLogger(__name__)
@@ -19,7 +23,9 @@ class DatasourceManager:
     _builtin_tools_labels: dict[str, Union[I18nObject, None]] = {}
 
     @classmethod
-    def get_datasource_plugin_provider(cls, provider: str, tenant_id: str) -> DatasourcePluginProviderController:
+    def get_datasource_plugin_provider(
+        cls, provider: str, tenant_id: str, datasource_type: DatasourceProviderType
+    ) -> DatasourcePluginProviderController:
         """
         get the datasource plugin provider
         """
@@ -40,12 +46,30 @@ class DatasourceManager:
             if not provider_entity:
                 raise DatasourceProviderNotFoundError(f"plugin provider {provider} not found")
 
-            controller = DatasourcePluginProviderController(
+            match (datasource_type):
-                entity=provider_entity.declaration,
+                case DatasourceProviderType.ONLINE_DOCUMENT:
-                plugin_id=provider_entity.plugin_id,
+                    controller = OnlineDocumentDatasourcePluginProviderController(
-                plugin_unique_identifier=provider_entity.plugin_unique_identifier,
+                        entity=provider_entity.declaration,
-                tenant_id=tenant_id,
+                        plugin_id=provider_entity.plugin_id,
-            )
+                        plugin_unique_identifier=provider_entity.plugin_unique_identifier,
+                        tenant_id=tenant_id,
+                    )
+                case DatasourceProviderType.WEBSITE_CRAWL:
+                    controller = WebsiteCrawlDatasourcePluginProviderController(
+                        entity=provider_entity.declaration,
+                        plugin_id=provider_entity.plugin_id,
+                        plugin_unique_identifier=provider_entity.plugin_unique_identifier,
+                        tenant_id=tenant_id,
+                    )
+                case DatasourceProviderType.LOCAL_FILE:
+                    controller = LocalFileDatasourcePluginProviderController(
+                        entity=provider_entity.declaration,
+                        plugin_id=provider_entity.plugin_id,
+                        plugin_unique_identifier=provider_entity.plugin_unique_identifier,
+                        tenant_id=tenant_id,
+                    )
+                case _:
+                    raise ValueError(f"Unsupported datasource type: {datasource_type}")
 
             datasource_plugin_providers[provider] = controller
 
@@ -57,6 +81,7 @@ class DatasourceManager:
         provider_id: str,
         datasource_name: str,
         tenant_id: str,
+        datasource_type: DatasourceProviderType,
     ) -> DatasourcePlugin:
         """
         get the datasource runtime
@@ -68,21 +93,10 @@ class DatasourceManager:
 
         :return: the datasource plugin
         """
-        return cls.get_datasource_plugin_provider(provider_id, tenant_id).get_datasource(datasource_name)
+        return cls.get_datasource_plugin_provider(
+            provider_id,
+            tenant_id,
+            datasource_type,
+        ).get_datasource(datasource_name)
+
 
-    @classmethod
-    def list_datasource_providers(cls, tenant_id: str) -> list[DatasourcePluginProviderController]:
-        """
-        list all the datasource providers
-        """
-        manager = PluginDatasourceManager()
-        provider_entities = manager.fetch_datasource_providers(tenant_id)
-        return [
-            DatasourcePluginProviderController(
-                entity=provider.declaration,
-                plugin_id=provider.plugin_id,
-                plugin_unique_identifier=provider.plugin_unique_identifier,
-                tenant_id=tenant_id,
-            )
-            for provider in provider_entities
-        ]

api/core/datasource/entities/datasource_entities.py

@@ -251,7 +251,7 @@ class GetOnlineDocumentPageContentRequest(BaseModel):
     Get online document page content request
     """
 
-    online_document_info_list: list[OnlineDocumentInfo]
+    online_document_info: OnlineDocumentInfo
 
 
 class OnlineDocumentPageContent(BaseModel):
@@ -259,6 +259,7 @@ class OnlineDocumentPageContent(BaseModel):
     Online document page content
     """
 
+    workspace_id: str = Field(..., description="The workspace id")
     page_id: str = Field(..., description="The page id")
     content: str = Field(..., description="The content of the page")
 
@@ -268,7 +269,7 @@ class GetOnlineDocumentPageContentResponse(BaseModel):
     Get online document page content response
     """
 
-    result: list[OnlineDocumentPageContent]
+    result: OnlineDocumentPageContent
 
 
 class GetWebsiteCrawlRequest(BaseModel):
@@ -286,7 +287,7 @@ class WebSiteInfo(BaseModel):
     """
 
     source_url: str = Field(..., description="The url of the website")
-    markdown: str = Field(..., description="The markdown of the website")
+    content: str = Field(..., description="The content of the website")
     title: str = Field(..., description="The title of the website")
     description: str = Field(..., description="The description of the website")
 
@@ -296,4 +297,4 @@ class GetWebsiteCrawlResponse(BaseModel):
     Get website crawl response
     """
 
-    result: list[WebSiteInfo]
+    result: WebSiteInfo

api/core/datasource/local_file/local_file_plugin.py

@@ -26,12 +26,3 @@ class LocalFileDatasourcePlugin(DatasourcePlugin):
 
     def datasource_provider_type(self) -> DatasourceProviderType:
         return DatasourceProviderType.LOCAL_FILE
-
-    def fork_datasource_runtime(self, runtime: DatasourceRuntime) -> "DatasourcePlugin":
-        return DatasourcePlugin(
-            entity=self.entity,
-            runtime=runtime,
-            tenant_id=self.tenant_id,
-            icon=self.icon,
-            plugin_unique_identifier=self.plugin_unique_identifier,
-        )

api/core/datasource/local_file/local_file_provider.py

@@ -8,15 +8,13 @@ from core.datasource.local_file.local_file_plugin import LocalFileDatasourcePlug
 
 class LocalFileDatasourcePluginProviderController(DatasourcePluginProviderController):
     entity: DatasourceProviderEntityWithPlugin
-    tenant_id: str
     plugin_id: str
     plugin_unique_identifier: str
 
     def __init__(
         self, entity: DatasourceProviderEntityWithPlugin, plugin_id: str, plugin_unique_identifier: str, tenant_id: str
     ) -> None:
-        super().__init__(entity)
+        super().__init__(entity, tenant_id)
-        self.tenant_id = tenant_id
         self.plugin_id = plugin_id
         self.plugin_unique_identifier = plugin_unique_identifier
 

api/core/datasource/online_document/online_document_plugin.py

@@ -69,12 +69,3 @@ class OnlineDocumentDatasourcePlugin(DatasourcePlugin):
 
     def datasource_provider_type(self) -> DatasourceProviderType:
         return DatasourceProviderType.ONLINE_DOCUMENT
-
-    def fork_datasource_runtime(self, runtime: DatasourceRuntime) -> "DatasourcePlugin":
-        return DatasourcePlugin(
-            entity=self.entity,
-            runtime=runtime,
-            tenant_id=self.tenant_id,
-            icon=self.icon,
-            plugin_unique_identifier=self.plugin_unique_identifier,
-        )

api/core/datasource/online_document/online_document_provider.py

@@ -1,20 +1,18 @@
-from core.datasource.__base.datasource_plugin import DatasourcePlugin
 from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
 from core.datasource.__base.datasource_runtime import DatasourceRuntime
 from core.datasource.entities.datasource_entities import DatasourceProviderEntityWithPlugin, DatasourceProviderType
+from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
 
 
 class OnlineDocumentDatasourcePluginProviderController(DatasourcePluginProviderController):
     entity: DatasourceProviderEntityWithPlugin
-    tenant_id: str
     plugin_id: str
     plugin_unique_identifier: str
 
     def __init__(
         self, entity: DatasourceProviderEntityWithPlugin, plugin_id: str, plugin_unique_identifier: str, tenant_id: str
     ) -> None:
-        super().__init__(entity)
+        super().__init__(entity, tenant_id)
-        self.tenant_id = tenant_id
         self.plugin_id = plugin_id
         self.plugin_unique_identifier = plugin_unique_identifier
 
@@ -25,7 +23,7 @@ class OnlineDocumentDatasourcePluginProviderController(DatasourcePluginProviderC
         """
         return DatasourceProviderType.ONLINE_DOCUMENT
 
-    def get_datasource(self, datasource_name: str) -> DatasourcePlugin:  # type: ignore
+    def get_datasource(self, datasource_name: str) -> OnlineDocumentDatasourcePlugin:  # type: ignore
         """
         return datasource with given name
         """
@@ -41,7 +39,7 @@ class OnlineDocumentDatasourcePluginProviderController(DatasourcePluginProviderC
         if not datasource_entity:
             raise ValueError(f"Datasource with name {datasource_name} not found")
 
-        return DatasourcePlugin(
+        return OnlineDocumentDatasourcePlugin(
             entity=datasource_entity,
             runtime=DatasourceRuntime(tenant_id=self.tenant_id),
             tenant_id=self.tenant_id,

api/core/datasource/website_crawl/website_crawl_plugin.py

@@ -7,7 +7,6 @@ from core.datasource.entities.datasource_entities import (
     GetWebsiteCrawlResponse,
 )
 from core.plugin.impl.datasource import PluginDatasourceManager
-from core.plugin.utils.converter import convert_parameters_to_plugin_format
 
 
 class WebsiteCrawlDatasourcePlugin(DatasourcePlugin):
@@ -38,9 +37,7 @@ class WebsiteCrawlDatasourcePlugin(DatasourcePlugin):
     ) -> GetWebsiteCrawlResponse:
         manager = PluginDatasourceManager()
 
-        datasource_parameters = convert_parameters_to_plugin_format(datasource_parameters)
+        return manager.get_website_crawl(
-
-        return manager.invoke_first_step(
             tenant_id=self.tenant_id,
             user_id=user_id,
             datasource_provider=self.entity.identity.provider,
@@ -52,12 +49,3 @@ class WebsiteCrawlDatasourcePlugin(DatasourcePlugin):
 
     def datasource_provider_type(self) -> DatasourceProviderType:
         return DatasourceProviderType.WEBSITE_CRAWL
-
-    def fork_datasource_runtime(self, runtime: DatasourceRuntime) -> "DatasourcePlugin":
-        return DatasourcePlugin(
-            entity=self.entity,
-            runtime=runtime,
-            tenant_id=self.tenant_id,
-            icon=self.icon,
-            plugin_unique_identifier=self.plugin_unique_identifier,
-        )

api/core/datasource/website_crawl/website_crawl_provider.py

@@ -1,20 +1,18 @@
-from core.datasource.__base.datasource_plugin import DatasourcePlugin
 from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
 from core.datasource.__base.datasource_runtime import DatasourceRuntime
 from core.datasource.entities.datasource_entities import DatasourceProviderEntityWithPlugin, DatasourceProviderType
+from core.datasource.website_crawl.website_crawl_plugin import WebsiteCrawlDatasourcePlugin
 
 
 class WebsiteCrawlDatasourcePluginProviderController(DatasourcePluginProviderController):
     entity: DatasourceProviderEntityWithPlugin
-    tenant_id: str
     plugin_id: str
     plugin_unique_identifier: str
 
     def __init__(
         self, entity: DatasourceProviderEntityWithPlugin, plugin_id: str, plugin_unique_identifier: str, tenant_id: str
     ) -> None:
-        super().__init__(entity)
+        super().__init__(entity, tenant_id)
-        self.tenant_id = tenant_id
         self.plugin_id = plugin_id
         self.plugin_unique_identifier = plugin_unique_identifier
 
@@ -25,7 +23,7 @@ class WebsiteCrawlDatasourcePluginProviderController(DatasourcePluginProviderCon
         """
         return DatasourceProviderType.WEBSITE_CRAWL
 
-    def get_datasource(self, datasource_name: str) -> DatasourcePlugin:  # type: ignore
+    def get_datasource(self, datasource_name: str) -> WebsiteCrawlDatasourcePlugin:  # type: ignore
         """
         return datasource with given name
         """
@@ -41,7 +39,7 @@ class WebsiteCrawlDatasourcePluginProviderController(DatasourcePluginProviderCon
         if not datasource_entity:
             raise ValueError(f"Datasource with name {datasource_name} not found")
 
-        return DatasourcePlugin(
+        return WebsiteCrawlDatasourcePlugin(
             entity=datasource_entity,
             runtime=DatasourceRuntime(tenant_id=self.tenant_id),
             tenant_id=self.tenant_id,

api/core/tools/entities/tool_entities.py

@@ -7,7 +7,6 @@ from typing import Any, Optional, Union
 from pydantic import BaseModel, ConfigDict, Field, ValidationInfo, field_serializer, field_validator, model_validator
 
 from core.entities.provider_entities import ProviderConfig
-from core.plugin.entities.oauth import OAuthSchema
 from core.plugin.entities.parameters import (
     PluginParameter,
     PluginParameterOption,
@@ -350,7 +349,6 @@ class ToolProviderEntity(BaseModel):
     identity: ToolProviderIdentity
     plugin_id: Optional[str] = None
     credentials_schema: list[ProviderConfig] = Field(default_factory=list)
-    oauth_schema: Optional[OAuthSchema] = Field(default=None, description="The oauth schema of the tool provider")
 
 
 class ToolProviderEntityWithPlugin(ToolProviderEntity):

api/core/workflow/nodes/datasource/datasource_node.py

@@ -4,6 +4,9 @@ from typing import Any, cast
 from core.datasource.entities.datasource_entities import (
     DatasourceParameter,
     DatasourceProviderType,
+    GetOnlineDocumentPageContentRequest,
+    GetOnlineDocumentPageContentResponse,
+    GetWebsiteCrawlRequest,
     GetWebsiteCrawlResponse,
 )
 from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
@@ -54,6 +57,7 @@ class DatasourceNode(BaseNode[DatasourceNodeData]):
                 provider_id=node_data.provider_id,
                 datasource_name=node_data.datasource_name,
                 tenant_id=self.tenant_id,
+                datasource_type=DatasourceProviderType(node_data.provider_type),
             )
         except DatasourceNodeError as e:
             yield RunCompletedEvent(
@@ -82,38 +86,43 @@ class DatasourceNode(BaseNode[DatasourceNodeData]):
         )
 
         try:
-            # TODO: handle result
             if datasource_runtime.datasource_provider_type() == DatasourceProviderType.ONLINE_DOCUMENT:
                 datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
-                result = datasource_runtime._get_online_document_page_content(
+                online_document_result: GetOnlineDocumentPageContentResponse = (
-                    user_id=self.user_id,
+                    datasource_runtime._get_online_document_page_content(
-                    datasource_parameters=parameters,
+                        user_id=self.user_id,
-                    provider_type=node_data.provider_type,
+                        datasource_parameters=GetOnlineDocumentPageContentRequest(**parameters),
+                        provider_type=datasource_runtime.datasource_provider_type(),
+                    )
                 )
-                return NodeRunResult(
+                yield RunCompletedEvent(
-                    status=WorkflowNodeExecutionStatus.SUCCEEDED,
+                    run_result=NodeRunResult(
-                    inputs=parameters_for_log,
+                        status=WorkflowNodeExecutionStatus.SUCCEEDED,
-                    metadata={NodeRunMetadataKey.DATASOURCE_INFO: datasource_info},
+                        inputs=parameters_for_log,
-                    outputs={
+                        metadata={NodeRunMetadataKey.DATASOURCE_INFO: datasource_info},
-                        "result": result.result.model_dump(),
+                        outputs={
-                        "datasource_type": datasource_runtime.datasource_provider_type,
+                            "online_document": online_document_result.result.model_dump(),
-                    },
+                            "datasource_type": datasource_runtime.datasource_provider_type,
+                        },
+                    )
                 )
             elif datasource_runtime.datasource_provider_type == DatasourceProviderType.WEBSITE_CRAWL:
                 datasource_runtime = cast(WebsiteCrawlDatasourcePlugin, datasource_runtime)
-                result: GetWebsiteCrawlResponse = datasource_runtime._get_website_crawl(
+                website_crawl_result: GetWebsiteCrawlResponse = datasource_runtime._get_website_crawl(
                     user_id=self.user_id,
-                    datasource_parameters=parameters,
+                    datasource_parameters=GetWebsiteCrawlRequest(**parameters),
-                    provider_type=node_data.provider_type,
+                    provider_type=datasource_runtime.datasource_provider_type(),
                 )
-                return NodeRunResult(
+                yield RunCompletedEvent(
-                    status=WorkflowNodeExecutionStatus.SUCCEEDED,
+                    run_result=NodeRunResult(
-                    inputs=parameters_for_log,
+                        status=WorkflowNodeExecutionStatus.SUCCEEDED,
-                    metadata={NodeRunMetadataKey.DATASOURCE_INFO: datasource_info},
+                        inputs=parameters_for_log,
-                    outputs={
+                        metadata={NodeRunMetadataKey.DATASOURCE_INFO: datasource_info},
-                        "result": result.result.model_dump(),
+                        outputs={
-                        "datasource_type": datasource_runtime.datasource_provider_type,
+                            "website": website_crawl_result.result.model_dump(),
-                    },
+                            "datasource_type": datasource_runtime.datasource_provider_type,
+                        },
+                    )
                 )
             else:
                 raise DatasourceNodeError(

api/models/workflow.py

@@ -360,7 +360,7 @@ class Workflow(Base):
         )
 
     @property
-    def rag_pipeline_variables(self) -> Sequence[Variable]:
+    def rag_pipeline_variables(self) -> list[dict]:
         # TODO: find some way to init `self._conversation_variables` when instance created.
         if self._rag_pipeline_variables is None:
             self._rag_pipeline_variables = "{}"

api/services/rag_pipeline/pipeline_generate_service.py

@@ -2,12 +2,11 @@ from collections.abc import Mapping
 from typing import Any, Union
 
 from configs import dify_config
-from core.app.apps.advanced_chat.app_generator import AdvancedChatAppGenerator
 from core.app.apps.pipeline.pipeline_generator import PipelineGenerator
 from core.app.apps.workflow.app_generator import WorkflowAppGenerator
 from core.app.entities.app_invoke_entities import InvokeFrom
 from models.dataset import Pipeline
-from models.model import Account, App, AppMode, EndUser
+from models.model import Account, App, EndUser
 from models.workflow import Workflow
 from services.rag_pipeline.rag_pipeline import RagPipelineService
 
@@ -57,23 +56,15 @@ class PipelineGenerateService:
         return max_active_requests
 
     @classmethod
-    def generate_single_iteration(cls, app_model: App, user: Account, node_id: str, args: Any, streaming: bool = True):
+    def generate_single_iteration(
-        if app_model.mode == AppMode.ADVANCED_CHAT.value:
+        cls, pipeline: Pipeline, user: Account, node_id: str, args: Any, streaming: bool = True
-            workflow = cls._get_workflow(app_model, InvokeFrom.DEBUGGER)
+    ):
-            return AdvancedChatAppGenerator.convert_to_event_stream(
+        workflow = cls._get_workflow(pipeline, InvokeFrom.DEBUGGER)
-                AdvancedChatAppGenerator().single_iteration_generate(
+        return PipelineGenerator.convert_to_event_stream(
-                    app_model=app_model, workflow=workflow, node_id=node_id, user=user, args=args, streaming=streaming
+            PipelineGenerator().single_iteration_generate(
-                )
+                pipeline=pipeline, workflow=workflow, node_id=node_id, user=user, args=args, streaming=streaming
             )
-        elif app_model.mode == AppMode.WORKFLOW.value:
+        )
-            workflow = cls._get_workflow(app_model, InvokeFrom.DEBUGGER)
-            return AdvancedChatAppGenerator.convert_to_event_stream(
-                WorkflowAppGenerator().single_iteration_generate(
-                    app_model=app_model, workflow=workflow, node_id=node_id, user=user, args=args, streaming=streaming
-                )
-            )
-        else:
-            raise ValueError(f"Invalid app mode {app_model.mode}")
 
     @classmethod
     def generate_single_loop(cls, pipeline: Pipeline, user: Account, node_id: str, args: Any, streaming: bool = True):

api/services/rag_pipeline/rag_pipeline.py

@@ -3,7 +3,7 @@ import threading
 import time
 from collections.abc import Callable, Generator, Sequence
 from datetime import UTC, datetime
-from typing import Any, Optional
+from typing import Any, Optional, cast
 from uuid import uuid4
 
 from flask_login import current_user
@@ -12,6 +12,9 @@ from sqlalchemy.orm import Session
 
 import contexts
 from configs import dify_config
+from core.datasource.entities.datasource_entities import DatasourceProviderType, GetOnlineDocumentPagesRequest, GetOnlineDocumentPagesResponse, GetWebsiteCrawlRequest, GetWebsiteCrawlResponse
+from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
+from core.datasource.website_crawl.website_crawl_plugin import WebsiteCrawlDatasourcePlugin
 from core.model_runtime.utils.encoders import jsonable_encoder
 from core.repositories.sqlalchemy_workflow_node_execution_repository import SQLAlchemyWorkflowNodeExecutionRepository
 from core.variables.variables import Variable
@@ -30,6 +33,7 @@ from libs.infinite_scroll_pagination import InfiniteScrollPagination
 from models.account import Account
 from models.dataset import Pipeline, PipelineBuiltInTemplate, PipelineCustomizedTemplate  # type: ignore
 from models.enums import CreatorUserRole, WorkflowRunTriggeredFrom
+from models.model import EndUser
 from models.workflow import (
     Workflow,
     WorkflowNodeExecution,
@@ -394,8 +398,8 @@ class RagPipelineService:
         return workflow_node_execution
 
     def run_datasource_workflow_node(
-        self, pipeline: Pipeline, node_id: str, user_inputs: dict, account: Account
+        self, pipeline: Pipeline, node_id: str, user_inputs: dict, account: Account, datasource_type: str
-    ) -> WorkflowNodeExecution:
+    ) -> dict:
         """
         Run published workflow datasource
         """
@@ -416,17 +420,36 @@ class RagPipelineService:
             provider_id=datasource_node_data.get("provider_id"),
             datasource_name=datasource_node_data.get("datasource_name"),
             tenant_id=pipeline.tenant_id,
+            datasource_type=DatasourceProviderType(datasource_type),
         )
-        result = datasource_runtime._invoke_first_step(
+        if datasource_runtime.datasource_provider_type() == DatasourceProviderType.ONLINE_DOCUMENT:
-            inputs=user_inputs,
+            datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
-            provider_type=datasource_node_data.get("provider_type"),
+            online_document_result: GetOnlineDocumentPagesResponse = (
-            user_id=account.id,
+                datasource_runtime._get_online_document_pages(
-        )
+                    user_id=account.id,
+                    datasource_parameters=GetOnlineDocumentPagesRequest(tenant_id=pipeline.tenant_id),
+                    provider_type=datasource_runtime.datasource_provider_type(),
+                )
+            )
+            return {
+                "result": [page.model_dump() for page in online_document_result.result],
+                "provider_type": datasource_node_data.get("provider_type"),
+            }
+
+        elif datasource_runtime.datasource_provider_type == DatasourceProviderType.WEBSITE_CRAWL:
+            datasource_runtime = cast(WebsiteCrawlDatasourcePlugin, datasource_runtime)
+            website_crawl_result: GetWebsiteCrawlResponse = datasource_runtime._get_website_crawl(
+                user_id=account.id,
+                datasource_parameters=GetWebsiteCrawlRequest(**user_inputs),
+                provider_type=datasource_runtime.datasource_provider_type(),
+            )
+            return {
+                "result": website_crawl_result.result.model_dump(),
+                "provider_type": datasource_node_data.get("provider_type"),
+            }
+        else:
+            raise ValueError(f"Unsupported datasource provider: {datasource_runtime.datasource_provider_type}")
 
-        return {
-            "result": result,
-            "provider_type": datasource_node_data.get("provider_type"),
-        }
 
     def run_free_workflow_node(
         self, node_data: dict, tenant_id: str, user_id: str, node_id: str, user_inputs: dict[str, Any]
@@ -587,7 +610,7 @@ class RagPipelineService:
 
         return workflow
 
-    def get_published_second_step_parameters(self, pipeline: Pipeline, node_id: str) -> dict:
+    def get_published_second_step_parameters(self, pipeline: Pipeline, node_id: str) -> list[dict]:
         """
         Get second step parameters of rag pipeline
         """
@@ -599,7 +622,7 @@ class RagPipelineService:
         # get second step node
         rag_pipeline_variables = workflow.rag_pipeline_variables
         if not rag_pipeline_variables:
-            return {}
+            return []
 
         # get datasource provider
         datasource_provider_variables = [
@@ -609,7 +632,7 @@ class RagPipelineService:
         ]
         return datasource_provider_variables
 
-    def get_draft_second_step_parameters(self, pipeline: Pipeline, node_id: str) -> dict:
+    def get_draft_second_step_parameters(self, pipeline: Pipeline, node_id: str) -> list[dict]:
         """
         Get second step parameters of rag pipeline
         """
@@ -621,7 +644,7 @@ class RagPipelineService:
         # get second step node
         rag_pipeline_variables = workflow.rag_pipeline_variables
         if not rag_pipeline_variables:
-            return {}
+            return []
 
         # get datasource provider
         datasource_provider_variables = [
@@ -702,6 +725,7 @@ class RagPipelineService:
         self,
         pipeline: Pipeline,
         run_id: str,
+        user: Account | EndUser,
     ) -> list[WorkflowNodeExecution]:
         """
         Get workflow run node execution list
@@ -716,11 +740,16 @@ class RagPipelineService:
 
         # Use the repository to get the node execution
         repository = SQLAlchemyWorkflowNodeExecutionRepository(
-            session_factory=db.engine, tenant_id=pipeline.tenant_id, app_id=pipeline.id
+            session_factory=db.engine,
+            app_id=pipeline.id,
+            user=user,
+            triggered_from=None
         )
 
         # Use the repository to get the node executions with ordering
         order_config = OrderConfig(order_by=["index"], order_direction="desc")
         node_executions = repository.get_by_workflow_run(workflow_run_id=run_id, order_config=order_config)
+      # Convert domain models to database models
+        workflow_node_executions = [repository.to_db_model(node_execution) for node_execution in node_executions]
 
-        return list(node_executions)
+        return workflow_node_executions