chore(api): upgrade graphon to v0.6.0, migrate HITL logic back to Dify

[QuantumGhost]

Summary

Closes #38224
Supersedes #38225

Screenshots

Before	After
...	...

Checklist

• This change requires a documentation update, included: Dify Document
• I understand that this PR may be closed in case there was no previous discussion or issues. (This doesn't apply to typos!)
• I've added a test for each change that was introduced, and I tried as much as possible to make a single atomic change.
• I've updated the documentation accordingly.
• I ran make lint && make type-check (backend) and cd web && pnpm exec vp staged (frontend) to appease the lint gods

[github-actions]

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-07-01 09:28:02.659653115 +0000
+++ /tmp/pyrefly_pr.txt	2026-07-01 09:27:48.924562715 +0000
@@ -1,3 +1,39 @@
+ERROR Argument `list[PauseReason]` is not assignable to parameter `pause_reasons` with type `Sequence[PauseReason]` in function `repositories.api_workflow_run_repository.APIWorkflowRunRepository.create_workflow_pause` [bad-argument-type]
+   --> core/app/layers/pause_state_persist_layer.py:134:27
+ERROR Class member `PluginModelRuntime.invoke_llm` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:277:9
+ERROR Class member `PluginModelRuntime.invoke_text_embedding` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:484:9
+ERROR Class member `PluginModelRuntime.invoke_multimodal_embedding` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:506:9
+ERROR Class member `PluginModelRuntime.invoke_rerank` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:548:9
+ERROR Class member `PluginModelRuntime.invoke_multimodal_rerank` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:574:9
+ERROR Class member `PluginModelRuntime.invoke_tts` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:600:9
+ERROR Class member `PluginModelRuntime.invoke_speech_to_text` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:642:9
+ERROR Class member `PluginModelRuntime.invoke_moderation` overrides parent class `ModelRuntime` in an inconsistent manner [bad-override]
+   --> core/plugin/impl/model_runtime.py:662:9
+ERROR Object of class `ReadOnlyVariablePool` has no attribute `convert_template` [missing-attribute]
+  --> core/workflow/nodes/human_input/callback.py:37:29
+ERROR Class member `ParagraphInputConfig.extract_variable_selectors` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:100:9
+ERROR Class member `ParagraphInputConfig.resolve_default_value` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:108:9
+ERROR Class member `SelectInputConfig.extract_variable_selectors` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:123:9
+ERROR Class member `SelectInputConfig.resolve_default_value` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:128:9
+ERROR Class member `FileInputConfig.extract_variable_selectors` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:169:9
+ERROR Class member `FileInputConfig.resolve_default_value` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:172:9
+ERROR Class member `FileListInputConfig.extract_variable_selectors` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:181:9
+ERROR Class member `FileListInputConfig.resolve_default_value` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> core/workflow/nodes/human_input/entities.py:184:9
 ERROR Argument `SimpleNamespace` is not assignable to parameter `dataset` with type `Dataset` in function `dify_vdb_alibabacloud_mysql.alibabacloud_mysql_vector.AlibabaCloudMySQLVectorFactory.init_vector` [bad-argument-type]
   --> providers/vdb/vdb-alibabacloud-mysql/tests/unit_tests/test_alibabacloud_mysql_factory.py:42:38
 ERROR Argument `SimpleNamespace` is not assignable to parameter `dataset` with type `Dataset` in function `dify_vdb_alibabacloud_mysql.alibabacloud_mysql_vector.AlibabaCloudMySQLVectorFactory.init_vector` [bad-argument-type]
@@ -460,6 +496,12 @@
    --> providers/vdb/vdb-weaviate/tests/unit_tests/test_weaviate_vector.py:891:42
 ERROR Argument `SimpleNamespace` is not assignable to parameter `dataset` with type `Dataset` in function `dify_vdb_weaviate.weaviate_vector.WeaviateVectorFactory.init_vector` [bad-argument-type]
    --> providers/vdb/vdb-weaviate/tests/unit_tests/test_weaviate_vector.py:920:42
+ERROR Class member `_PrivateWorkflowPauseEntity.get_pause_reasons` overrides parent class `WorkflowPauseEntity` in an inconsistent manner [bad-override]
+    --> repositories/sqlalchemy_api_workflow_run_repository.py:1612:9
+ERROR Argument `Self@_DebugHumanInputNode` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.render_form_content_before_submission` [bad-argument-type]
+  --> services/workflow_service.py:98:17
+ERROR Argument `Self@_DebugHumanInputNode` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.resolve_default_values` [bad-argument-type]
+   --> services/workflow_service.py:104:17
 ERROR Object of class `FromClause` has no attribute `metadata` [missing-attribute]
   --> tests/helpers/legacy_model_type_migration.py:64:16
 ERROR Object of class `FromClause` has no attribute `metadata` [missing-attribute]
@@ -724,10 +766,12 @@
    --> tests/test_containers_integration_tests/core/rag/retrieval/test_dataset_retrieval_integration.py:593:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
    --> tests/test_containers_integration_tests/core/rag/retrieval/test_dataset_retrieval_integration.py:603:23
+ERROR Argument `core.workflow.nodes.human_input.entities.HumanInputNodeData` is not assignable to parameter `data` with type `graphon.nodes.human_input.entities.HumanInputNodeData` in function `graphon.nodes.human_input.human_input_node.HumanInputNode.__init__` [bad-argument-type]
+   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:130:14
 ERROR Argument `Connection | Engine` is not assignable to parameter `session_factory` with type `Engine | sessionmaker[Unknown]` in function `core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository.__init__` [bad-argument-type]
-   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:265:29
+   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:273:29
 ERROR Argument `Connection | Engine` is not assignable to parameter `session_factory` with type `Engine | sessionmaker[Unknown]` in function `core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository.__init__` [bad-argument-type]
-   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:271:29
+   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:279:29
 ERROR Argument `Literal['owner']` is not assignable to parameter `role` with type `SQLCoreOperations[TenantAccountRole] | TenantAccountRole` in function `models.account.TenantAccountJoin.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/helpers/execution_extra_content.py:48:14
 ERROR Returned type `int | str` is not assignable to declared return type `str` [bad-return]
@@ -744,10 +788,16 @@
    --> tests/test_containers_integration_tests/models/test_types_enum_text.py:147:20
 ERROR Cannot instantiate `DifyAPISQLAlchemyWorkflowNodeExecutionRepository` because the following members are abstract: `save`, `save_execution_data`, `get_by_workflow_execution` [bad-instantiation]
    --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_api_workflow_node_execution_repository.py:122:70
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+  --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:20:43
 ERROR Class member `_TestWorkflowRunRepository.save` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
   --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:44:9
 ERROR Generator function should return `Generator` [bad-return]
    --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:138:56
+ERROR Class `PauseReasonType` has no class attribute `HUMAN_INPUT_REQUIRED` [missing-attribute]
+   --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:718:19
+ERROR Class `PauseReasonType` has no class attribute `HUMAN_INPUT_REQUIRED` [missing-attribute]
+   --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:822:19
 ERROR Argument `str | None` is not assignable to parameter `tenant_id` with type `str` in function `_create_node_execution_model` [bad-argument-type]
    --> tests/test_containers_integration_tests/repositories/test_sqlalchemy_workflow_node_execution_repository.py:181:23
 ERROR Argument `str | None` is not assignable to parameter `tenant_id` with type `str` in function `_create_node_execution_model` [bad-argument-type]
@@ -2068,6 +2118,8 @@
   --> tests/unit_tests/controllers/console/app/test_conversation_api.py:90:52
 ERROR Argument `SimpleNamespace` is not assignable to parameter `current_user` with type `Account` in function `controllers.console.app.conversation._get_conversation` [bad-argument-type]
    --> tests/unit_tests/controllers/console/app/test_conversation_api.py:105:47
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+  --> tests/unit_tests/controllers/console/app/test_workflow_pause_details_api.py:14:43
 ERROR Missing argument `app_model` in function `handler` [missing-argument]
    --> tests/unit_tests/controllers/console/app/test_wraps.py:104:19
 ERROR Unexpected keyword argument `app_id` in function `handler` [unexpected-keyword]
@@ -3105,12 +3157,16 @@
 ERROR Argument `SimpleNamespace` is not assignable to parameter `graph_runtime_state` with type `GraphRuntimeState` in function `core.app.apps.advanced_chat.app_generator.AdvancedChatAppGenerator.resume` [bad-argument-type]
     --> tests/unit_tests/core/app/apps/advanced_chat/test_app_generator.py:1366:33
 ERROR Object of class `Generator` has no attribute `ok`
+ERROR Class `PauseReasonType` has no class attribute `HUMAN_INPUT_REQUIRED` [missing-attribute]
+  --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_response_converter.py:46:31
 ERROR Cannot index into `str` [bad-index]
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_response_converter.py:129:16
 ERROR Cannot index into `str` [bad-index]
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_response_converter.py:130:16
 ERROR Cannot index into `str` [bad-index]
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_response_converter.py:131:16
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+  --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_task_pipeline.py:20:43
 ERROR `SimpleNamespace` is not assignable to attribute `_application_generate_entity` with type `AdvancedChatAppGenerateEntity` [bad-assignment]
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_task_pipeline.py:109:45
 ERROR Argument `SimpleNamespace` is not assignable to parameter `application_generate_entity` with type `AdvancedChatAppGenerateEntity` in function `core.app.apps.advanced_chat.generate_task_pipeline.AdvancedChatAppGenerateTaskPipeline.__init__` [bad-argument-type]
@@ -3127,6 +3183,8 @@
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_task_pipeline_core.py:101:23
 ERROR Argument `(**kwargs: Unknown) -> None` is not assignable to parameter `draft_var_saver_factory` with type `DraftVariableSaverFactory` in function `core.app.apps.advanced_chat.generate_task_pipeline.AdvancedChatAppGenerateTaskPipeline.__init__` [bad-argument-type]
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_task_pipeline_core.py:107:33
+ERROR Class `PauseReasonType` has no class attribute `HUMAN_INPUT_REQUIRED` [missing-attribute]
+   --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_task_pipeline_core.py:171:25
 ERROR `SimpleNamespace` is not assignable to attribute `_message_cycle_manager` with type `MessageCycleManager` [bad-assignment]
    --> tests/unit_tests/core/app/apps/advanced_chat/test_generate_task_pipeline_core.py:188:43
 ERROR Argument `SimpleNamespace` is not assignable to parameter `event` with type `QueueTextChunkEvent` in function `core.app.apps.advanced_chat.generate_task_pipeline.AdvancedChatAppGenerateTaskPipeline._handle_text_chunk_event` [bad-argument-type]
@@ -3682,71 +3740,75 @@
 ERROR Argument `SimpleNamespace` is not assignable to parameter `pause_state_config` with type `PauseStateLayerConfig | None` in function `core.app.apps.workflow.app_generator.WorkflowAppGenerator.resume` [bad-argument-type]
    --> tests/unit_tests/core/app/apps/test_workflow_app_generator.py:321:28
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-  --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:52:55
+  --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:53:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-  --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:59:55
+  --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:60:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-  --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:91:55
+  --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:92:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:120:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:121:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow` with type `Workflow` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._prepare_single_node_execution` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:125:51
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:126:51
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:128:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:129:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow` with type `Workflow` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._get_graph_and_variable_pool_for_single_node_run` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:167:22
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:168:22
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:182:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:183:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow` with type `Workflow` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._get_graph_and_variable_pool_for_single_node_run` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:218:22
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:219:22
 ERROR Argument `SimpleNamespace` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:247:27
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:248:27
 ERROR Argument `SimpleNamespace` is not assignable to parameter `variable_loader` with type `VariableLoader` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:248:29
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:249:29
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow` with type `Workflow` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._get_graph_and_variable_pool_for_single_node_run` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:311:22
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:312:22
 ERROR Object of class `NoneType` has no attribute `value` [missing-attribute]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:320:16
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:321:16
 ERROR Argument `TestWorkflowBasedAppRunner.test_handle_graph_run_events_and_pause_notifications._QueueManager` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:329:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:330:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:355:30
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:366:30
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:356:30
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:367:30
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:357:30
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:368:30
 ERROR Type `object` is not iterable [not-iterable]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:359:69
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:370:69
 ERROR Type `object` is not iterable [not-iterable]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:360:71
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:371:71
 ERROR Type `object` is not iterable [not-iterable]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:361:39
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:372:39
 ERROR Argument `TestWorkflowBasedAppRunner.test_handle_node_events_publishes_queue_events._QueueManager` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:372:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:383:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:380:13
-ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:390:13
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:391:13
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
    --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:401:13
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
    --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:412:13
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:428:13
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:423:13
+ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:439:13
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:442:13
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:453:13
 ERROR Argument `TestWorkflowBasedAppRunner.test_handle_human_input_form_filled_event_preserves_submitted_data._QueueManager` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:470:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:481:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:482:13
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:493:13
 ERROR Argument `TestWorkflowBasedAppRunner.test_handle_start_node_result_events_project_outputs._QueueManager` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:559:55
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:570:55
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
-   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:577:30
+   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_core.py:588:30
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+ --> tests/unit_tests/core/app/apps/test_workflow_app_runner_notifications.py:7:43
 ERROR Argument `_DummyQueueManager` is not assignable to parameter `queue_manager` with type `AppQueueManager` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner.__init__` [bad-argument-type]
   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_notifications.py:36:51
 ERROR Argument `_DummyWorkflowEntry` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
   --> tests/unit_tests/core/app/apps/test_workflow_app_runner_notifications.py:52:26
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+  --> tests/unit_tests/core/app/apps/test_workflow_pause_events.py:22:43
 ERROR Class member `_RecordingWorkflowAppRunner._publish_event` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
   --> tests/unit_tests/core/app/apps/test_workflow_pause_events.py:54:9
 ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow_entry` with type `WorkflowEntry` in function `core.app.apps.workflow_app_runner.WorkflowBasedAppRunner._handle_event` [bad-argument-type]
@@ -5779,27 +5841,37 @@
 ERROR Cannot set item in `dict[str, str]` [unsupported-operation]
    --> tests/unit_tests/core/workflow/graph_engine/test_mock_nodes.py:866:52
 ERROR Class member `StaticForm.id` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:89:9
+  --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:95:9
 ERROR Class member `StaticForm.submission_token` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:93:9
+  --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:99:9
 ERROR Class member `StaticForm.recipients` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:97:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:103:9
 ERROR Class member `StaticForm.rendered_content` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:101:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:107:9
 ERROR Class member `StaticForm.selected_action_id` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:105:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:111:9
+ERROR Class member `StaticForm.created_at` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:115:9
 ERROR Class member `StaticForm.submitted_data` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:109:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:119:9
 ERROR Class member `StaticForm.submitted` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:113:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:123:9
 ERROR Class member `StaticForm.status` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:117:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:127:9
 ERROR Class member `StaticForm.expiration_time` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:121:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:131:9
 ERROR Class member `StaticRepo.get_form` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:129:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:139:9
 ERROR Class member `StaticRepo.create_form` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:135:9
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:145:9
+ERROR Argument `_TestFileReferenceFactory` is not assignable to parameter `file_reference_factory` with type `DifyFileReferenceFactory | None` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__init__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:206:32
+ERROR Argument `core.workflow.nodes.human_input.entities.HumanInputNodeData` is not assignable to parameter `data` with type `graphon.nodes.human_input.entities.HumanInputNodeData` in function `graphon.nodes.human_input.human_input_node.HumanInputNode.__init__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:210:14
+ERROR Argument `_TestFileReferenceFactory` is not assignable to parameter `file_reference_factory` with type `DifyFileReferenceFactory | None` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__init__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:224:32
+ERROR Argument `core.workflow.nodes.human_input.entities.HumanInputNodeData` is not assignable to parameter `data` with type `graphon.nodes.human_input.entities.HumanInputNodeData` in function `graphon.nodes.human_input.human_input_node.HumanInputNode.__init__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/graph_engine/test_parallel_human_input_join_resume.py:228:14
 ERROR Argument `Sequence[type[GraphEngineEvent]]` is not assignable to parameter `expected_sequence` with type `list[type[GraphEngineEvent]]` in function `TableTestRunner._validate_event_sequence` [bad-argument-type]
    --> tests/unit_tests/core/workflow/graph_engine/test_table_runner.py:403:21
 ERROR `graph` is uninitialized [unbound-name]
@@ -5828,12 +5900,16 @@
    --> tests/unit_tests/core/workflow/graph_engine/test_table_runner.py:712:27
 ERROR Argument `Iterator[Unknown]` is not assignable to parameter `messages` with type `Generator[ToolInvokeMessage]` in function `core.workflow.nodes.agent.message_transformer.AgentMessageTransformer.transform` [bad-argument-type]
   --> tests/unit_tests/core/workflow/nodes/agent/test_message_transformer.py:15:26
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+  --> tests/unit_tests/core/workflow/nodes/agent_v2/test_agent_node.py:32:43
 ERROR Class member `FakeBindingResolver.resolve` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
    --> tests/unit_tests/core/workflow/nodes/agent_v2/test_agent_node.py:125:9
 ERROR Class member `FileOutputBackendClient._events` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
    --> tests/unit_tests/core/workflow/nodes/agent_v2/test_agent_node.py:182:9
 ERROR Argument `dict[str, str]` is not assignable to parameter `node_data` with type `DifyAgentNodeData` in function `core.workflow.nodes.agent_v2.agent_node.DifyAgentNode._extract_variable_selector_to_variable_mapping` [bad-argument-type]
    --> tests/unit_tests/core/workflow/nodes/agent_v2/test_agent_node.py:260:19
+ERROR Could not import `HumanInputRequired` from `graphon.entities.pause_reason` [missing-module-attribute]
+  --> tests/unit_tests/core/workflow/nodes/agent_v2/test_ask_human_resume.py:15:43
 ERROR Class member `FakeTool.tool_provider_type` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
   --> tests/unit_tests/core/workflow/nodes/agent_v2/test_dify_tools_builder.py:73:9
 ERROR Class member `FakeTool._invoke` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
@@ -6009,47 +6085,57 @@
 ERROR Argument `Response` is not assignable to parameter `response` with type `HttpResponse` in function `graphon.nodes.http_request.entities.Response.__init__` [bad-argument-type]
    --> tests/unit_tests/core/workflow/nodes/http_request/test_http_request_node.py:161:17
 ERROR Class member `_InMemoryFormEntity.id` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:75:9
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:81:9
 ERROR Class member `_InMemoryFormEntity.submission_token` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:79:9
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:85:9
 ERROR Class member `_InMemoryFormEntity.recipients` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:83:9
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:89:9
 ERROR Class member `_InMemoryFormEntity.rendered_content` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:87:9
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:93:9
 ERROR Class member `_InMemoryFormEntity.selected_action_id` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:91:9
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:97:9
+ERROR Class member `_InMemoryFormEntity.created_at` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:101:9
 ERROR Class member `_InMemoryFormEntity.submitted_data` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:95:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:105:9
 ERROR Class member `_InMemoryFormEntity.submitted` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:99:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:109:9
 ERROR Class member `_InMemoryFormEntity.status` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:103:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:113:9
 ERROR Class member `_InMemoryFormEntity.expiration_time` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:107:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:117:9
 ERROR Class member `InMemoryHumanInputFormRepository.create_form` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:120:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:130:9
 ERROR Class member `InMemoryHumanInputFormRepository.get_form` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:133:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:143:9
 ERROR Class member `_TestFileReferenceFactory.build_from_mapping` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:149:9
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:159:9
+ERROR Argument `_TestFileReferenceFactory` is not assignable to parameter `file_reference_factory` with type `DifyFileReferenceFactory | None` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__init__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:192:32
+ERROR Argument `core.workflow.nodes.human_input.entities.HumanInputNodeData` is not assignable to parameter `data` with type `graphon.nodes.human_input.entities.HumanInputNodeData` in function `graphon.nodes.human_input.human_input_node.HumanInputNode.__init__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:196:14
 ERROR Object of class `HumanInputNodeData` has no attribute `delivery_methods` [missing-attribute]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:325:20
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:343:20
 ERROR Object of class `HumanInputNodeData` has no attribute `delivery_methods` [missing-attribute]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:348:20
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:366:20
 ERROR Object of class `ExternalRecipient` has no attribute `reference_id` [missing-attribute]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:441:16
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:459:16
 ERROR Object of class `BoundRecipient` has no attribute `email` [missing-attribute]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:442:16
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:460:16
 ERROR Missing argument `reference_id` in function `core.workflow.human_input_adapter.BoundRecipient.__init__` [missing-argument]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:446:28
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:464:28
 ERROR Unexpected keyword argument `user_id` in function `core.workflow.human_input_adapter.BoundRecipient.__init__` [unexpected-keyword]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:446:61
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:464:61
 ERROR Unexpected keyword argument `whole_workspace` in function `core.workflow.human_input_adapter.EmailRecipients.__init__` [unexpected-keyword]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:448:38
-ERROR Object of class `SchedulingPause` has no attribute `resolved_default_values` [missing-attribute]
-   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:526:16
+   --> tests/unit_tests/core/workflow/nodes/human_input/test_entities.py:466:38
 ERROR Class member `_TestFileReferenceFactory.build_from_mapping` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
-  --> tests/unit_tests/core/workflow/nodes/human_input/test_human_input_form_filled_event.py:44:9
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_human_input_form_filled_event.py:47:9
+ERROR Argument `_FakeFormRepository` is not assignable to parameter `form_repository` with type `HumanInputFormRepository` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__init__` [bad-argument-type]
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_human_input_form_filled_event.py:74:25
+ERROR Argument `_TestFileReferenceFactory` is not assignable to parameter `file_reference_factory` with type `DifyFileReferenceFactory | None` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__init__` [bad-argument-type]
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_human_input_form_filled_event.py:78:32
+ERROR Argument `core.workflow.nodes.human_input.entities.HumanInputNodeData` is not assignable to parameter `data` with type `graphon.nodes.human_input.entities.HumanInputNodeData` in function `graphon.nodes.human_input.human_input_node.HumanInputNode.__init__` [bad-argument-type]
+  --> tests/unit_tests/core/workflow/nodes/human_input/test_human_input_form_filled_event.py:82:14
 ERROR Argument `dict[str, list[str] | str]` is not assignable to parameter `node_data` with type `KnowledgeIndexNodeData | dict[str, object]` in function `_build_node` [bad-argument-type]
    --> tests/unit_tests/core/workflow/nodes/knowledge_index/test_knowledge_index_node.py:140:23
 ERROR Argument `dict[str, bool]` is not assignable to parameter `summary_index_setting` with type `SummaryIndexSettingDict | None` in function `core.workflow.nodes.knowledge_index.knowledge_index_node.KnowledgeIndexNode._invoke_knowledge_index` [bad-argument-type]
@@ -6164,12 +6250,14 @@
    --> tests/unit_tests/core/workflow/nodes/webhook/test_webhook_node.py:106:12
 ERROR Cannot index into `object` [bad-index]
    --> tests/unit_tests/core/workflow/nodes/webhook/test_webhook_node.py:107:12
+ERROR Class `PauseReasonType` has no class attribute `HUMAN_INPUT_REQUIRED` [missing-attribute]
+ --> tests/unit_tests/core/workflow/test_enrich_pause_reasons.py:6:32
 ERROR Argument `list[str]` is not assignable to parameter `approval_channels` with type `list[ApprovalChannel]` in function `core.workflow.human_input_policy.FormDisposition.__new__` [bad-argument-type]
   --> tests/unit_tests/core/workflow/test_enrich_pause_reasons.py:12:68
 ERROR Argument `list[str]` is not assignable to parameter `approval_channels` with type `list[ApprovalChannel]` in function `core.workflow.human_input_policy.FormDisposition.__new__` [bad-argument-type]
   --> tests/unit_tests/core/workflow/test_enrich_pause_reasons.py:34:92
 ERROR Argument `TypeAlias[FormInputConfig, Annotated[FileInputConfig | FileListInputConfig | ParagraphInputConfig | SelectInputConfig]]` is not assignable to parameter `model_class` with type `type[Any]` in function `_validate_legacy_json` [bad-argument-type]
-  --> tests/unit_tests/core/workflow/test_form_input_serialization_compat.py:94:38
+  --> tests/unit_tests/core/workflow/test_form_input_serialization_compat.py:95:38
 ERROR Argument `SimpleNamespace` is not assignable to parameter `variable_pool` with type `VariablePool | None` in function `core.workflow.human_input_adapter.EmailDeliveryConfig.render_body_template` [bad-argument-type]
   --> tests/unit_tests/core/workflow/test_human_input_adapter.py:31:23
 ERROR Object of class `_InteractiveSurfaceDeliveryConfig` has no attribute `recipients` [missing-attribute]
@@ -6184,6 +6272,31 @@
    --> tests/unit_tests/core/workflow/test_human_input_adapter.py:367:35
 ERROR Argument `Literal[123]` is not assignable to parameter `node_config` with type `BaseModel | Mapping[str, Any]` in function `core.workflow.human_input_adapter.adapt_node_config_for_graph` [bad-argument-type]
    --> tests/unit_tests/core/workflow/test_human_input_adapter.py:372:37
+ERROR Argument `_Context` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__call__` [bad-argument-type]
+  --> tests/unit_tests/core/workflow/test_human_input_callback.py:54:25
+ERROR Argument `_Context` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__call__` [bad-argument-type]
+  --> tests/unit_tests/core/workflow/test_human_input_callback.py:85:25
+ERROR Object of class `PauseRequested` has no attribute `selected_handle` [missing-attribute]
+  --> tests/unit_tests/core/workflow/test_human_input_callback.py:87:12
+ERROR Object of class `Expired` has no attribute `inputs`
+ERROR Object of class `PauseRequested` has no attribute `outputs` [missing-attribute]
+  --> tests/unit_tests/core/workflow/test_human_input_callback.py:89:12
+ERROR Argument `_Context` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__call__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:116:25
+ERROR Object of class `PauseRequested` has no attribute `selected_handle` [missing-attribute]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:118:12
+ERROR Object of class `PauseRequested` has no attribute `outputs` [missing-attribute]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:119:12
+ERROR Argument `_Context` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__call__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:145:25
+ERROR Object of class `PauseRequested` has no attribute `selected_handle` [missing-attribute]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:147:12
+ERROR Object of class `PauseRequested` has no attribute `outputs` [missing-attribute]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:148:12
+ERROR Argument `_Context` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__call__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:175:18
+ERROR Argument `_Context` is not assignable to parameter `ctx` with type `HITLContext` in function `core.workflow.nodes.human_input.callback.DifyHITLCallback.__call__` [bad-argument-type]
+   --> tests/unit_tests/core/workflow/test_human_input_callback.py:198:18
 ERROR Argument `_FakeSession` is not assignable to parameter `session` with type `Session | None` in function `core.workflow.human_input_forms.load_form_tokens_by_form_id` [bad-argument-type]
   --> tests/unit_tests/core/workflow/test_human_input_forms.py:47:60
 ERROR Argument `_FakeSession` is not assignable to parameter `session` with type `Session | None` in function `core.workflow.human_input_forms.load_form_tokens_by_form_id` [bad-argument-type]
@@ -6615,17 +6728,17 @@
 ERROR Class member `TestVolcengineTos.setup_method` overrides a member in a parent class but is missing an `@override` decorator [missing-override-decorator]
   --> tests/unit_tests/oss/volcengine_tos/test_volcengine_tos.py:17:9
 ERROR Argument `SimpleNamespace` is not assignable to parameter `reason_model` with type `WorkflowPauseReason` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
-  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:38:9
-ERROR Argument `SimpleNamespace` is not assignable to parameter `form_model` with type `HumanInputForm | None` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
   --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:39:9
-ERROR Argument `list[SimpleNamespace]` is not assignable to parameter `recipients` with type `Sequence[HumanInputFormRecipient]` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
+ERROR Argument `SimpleNamespace` is not assignable to parameter `form_model` with type `HumanInputForm | None` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
   --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:40:9
+ERROR Argument `list[SimpleNamespace]` is not assignable to parameter `recipients` with type `Sequence[HumanInputFormRecipient]` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
+  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:41:9
 ERROR Argument `SimpleNamespace` is not assignable to parameter `reason_model` with type `WorkflowPauseReason` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
-  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:54:9
+  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:56:9
 ERROR Argument `SimpleNamespace` is not assignable to parameter `form_model` with type `HumanInputForm | None` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
-  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:55:9
+  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:57:9
 ERROR Argument `list[SimpleNamespace]` is not assignable to parameter `recipients` with type `Sequence[HumanInputFormRecipient]` in function `repositories.sqlalchemy_api_workflow_run_repository._build_human_input_required_reason` [bad-argument-type]
-  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:56:9
+  --> tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py:58:9
 ERROR Argument `SimpleNamespace` is not assignable to parameter `binding` with type `WorkflowAgentNodeBinding` in function `services.agent.composer_service.AgentComposerService._workflow_inline_debug_conversation_id` [bad-argument-type]
    --> tests/unit_tests/services/agent/test_agent_services.py:257:17
 ERROR Argument `SimpleNamespace` is not assignable to parameter `agent` with type `Agent | None` in function `services.agent.composer_service.AgentComposerService._workflow_inline_debug_conversation_id` [bad-argument-type]
@@ -7622,12 +7735,10 @@
    --> tests/unit_tests/services/test_workflow_run_service.py:132:103
 ERROR Argument `dict[str, dict[str, str | dict[str, str]] | str]` is not assignable to parameter `object` with type `dict[str, dict[str, list[Unknown] | str] | str]` in function `list.append` [bad-argument-type]
    --> tests/unit_tests/services/test_workflow_service.py:225:13
-ERROR Missing required key `id` for TypedDict `NodeConfigDict` [bad-typed-dict-key]
-    --> tests/unit_tests/services/test_workflow_service.py:2848:71
-ERROR Missing required key `data` for TypedDict `NodeConfigDict` [bad-typed-dict-key]
-    --> tests/unit_tests/services/test_workflow_service.py:2848:71
+ERROR `dict[@_, @_]` is not assignable to TypedDict key `data` with type `BaseNodeData` [bad-typed-dict-key]
+    --> tests/unit_tests/services/test_workflow_service.py:2852:54
 ERROR Argument `dict[str, str | dict[str, str]]` is not assignable to parameter `node_config` with type `NodeConfigDict` in function `services.workflow_service.WorkflowService._build_human_input_node_for_debugging` [bad-argument-type]
-    --> tests/unit_tests/services/test_workflow_service.py:2936:65
+    --> tests/unit_tests/services/test_workflow_service.py:2931:65
 ERROR Argument `Literal['api_key']` is not assignable to parameter `credential_type` with type `CredentialType` in function `services.tools.builtin_tools_manage_service.BuiltinToolManageService.list_builtin_provider_credentials_schema` [bad-argument-type]
   --> tests/unit_tests/services/tools/test_builtin_tools_manage_service.py:91:89
 ERROR Object of class `Mapping` has no attribute `startswith` [missing-attribute]

[github-actions]

Pyrefly Type Coverage

Metric	Base	PR	Delta
Type coverage	51.87%	51.93%	+0.07%
Strict coverage	51.39%	51.45%	+0.07%
Typed symbols	31,536	31,624	+88
Untyped symbols	29,540	29,542	+2
Modules	2952	2962	+10