Merge 814c9fab1c into 51db59622c

.github/actions/setup-poetry/action.yml

@@ -4,7 +4,7 @@ inputs:
   python-version:
     description: Python version to use and the Poetry installed with
     required: true
-    default: '3.10'
+    default: '3.11'
   poetry-version:
     description: Poetry version to set up
     required: true

.github/workflows/api-tests.yml

@@ -20,7 +20,6 @@ jobs:
     strategy:
       matrix:
         python-version:
-          - "3.10"
           - "3.11"
           - "3.12"
 

.github/workflows/vdb-tests.yml

@@ -20,7 +20,6 @@ jobs:
     strategy:
       matrix:
         python-version:
-          - "3.10"
           - "3.11"
           - "3.12"
 

api/README.md

@@ -2,9 +2,6 @@
 
 ## Usage
 
-> [!IMPORTANT]
-> In the v0.6.12 release, we deprecated `pip` as the package management tool for Dify API Backend service and replaced it with `poetry`.
-
 1. Start the docker-compose stack
 
    The backend require some middleware, including PostgreSQL, Redis, and Weaviate, which can be started together using `docker-compose`.
@@ -30,26 +27,24 @@
    SECRET_KEY=${secret_key}" .env
    ```
 
-4. Create environment.
+4. Prepare Python environment
 
-   Dify API service uses [Poetry](https://python-poetry.org/docs/) to manage dependencies. You can execute `poetry shell` to activate the environment.
+   Dify API services requires Python 3.11 or 3.12, and the [Poetry](https://python-poetry.org/docs/) for dependency management.
+    - To install Poetry, please refer to
+      the [Poetry's installation guide](https://python-poetry.org/docs/#installation). The simplest way is to run the `pip install poetry` command to install Poetry on pip.
+    - Run `poetry env use 3.12` to switch to the Python version for Poetry, please refer the usage of `poetry env use`
+      command in [Poetry docs](https://python-poetry.org/docs/managing-environments/#switching-between-environments).
+    - Run `poetry shell` to activate the shell environment with Poetry support.
 
 5. Install dependencies
 
    ```bash
-   poetry env use 3.10
+   cd api
+   poetry env use 3.12
    poetry install
    ```
 
-   In case of contributors missing to update dependencies for `pyproject.toml`, you can perform the following shell instead.
-
-   ```bash
-   poetry shell                                               # activate current environment
-   poetry add $(cat requirements.txt)           # install dependencies of production and update pyproject.toml
-   poetry add $(cat requirements-dev.txt) --group dev    # install dependencies of development and update pyproject.toml
-   ```
-
-6. Run migrate
+6. Run db migration
 
    Before the first launch, migrate the database to the latest version.
 
@@ -57,15 +52,18 @@
    poetry run python -m flask db upgrade
    ```
 
-7. Start backend
+7. Start api service
 
    ```bash
-   poetry run python -m flask run --host 0.0.0.0 --port=5001 --debug
+   poetry run python -m flask run --host 0.0.0.0 --port=5001
    ```
 
 8. Start Dify [web](../web) service.
+
 9. Setup your application by visiting `http://localhost:3000`...
-10. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
+
+10. Start the worker service, if you need to handle and debug the async tasks (e.g. dataset importing and documents
+    indexing), please start the worker service.
 
    ```bash
    poetry run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion

api/app.py

@@ -1,6 +1,11 @@
 import os
 import sys
 
+python_version = sys.version_info
+if not ((3, 11) <= python_version < (3, 13)):
+    print(f"Python 3.11 or 3.12 is required, current version is {python_version.major}.{python_version.minor}")
+    raise SystemExit(1)
+
 from configs import dify_config
 
 if not dify_config.DEBUG:
@@ -30,9 +35,6 @@ from models import account, dataset, model, source, task, tool, tools, web  # no
 
 # DO NOT REMOVE ABOVE
 
-if sys.version_info[:2] == (3, 10):
-    print("Warning: Python 3.10 will not be supported in the next version.")
-
 
 warnings.simplefilter("ignore", ResourceWarning)
 

api/controllers/console/app/conversation.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 import pytz
 from flask_login import current_user
@@ -314,7 +314,7 @@ def _get_conversation(app_model, conversation_id):
         raise NotFound("Conversation Not Exists.")
 
     if not conversation.read_at:
-        conversation.read_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        conversation.read_at = datetime.now(UTC).replace(tzinfo=None)
         conversation.read_account_id = current_user.id
         db.session.commit()
 

api/controllers/console/app/site.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from flask_login import current_user
 from flask_restful import Resource, marshal_with, reqparse
@@ -75,7 +75,7 @@ class AppSite(Resource):
                 setattr(site, attr_name, value)
 
         site.updated_by = current_user.id
-        site.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        site.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return site
@@ -99,7 +99,7 @@ class AppSiteAccessTokenReset(Resource):
 
         site.code = Site.generate_code(16)
         site.updated_by = current_user.id
-        site.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        site.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return site

api/controllers/console/auth/activate.py

@@ -65,7 +65,7 @@ class ActivateApi(Resource):
         account.timezone = args["timezone"]
         account.interface_theme = "light"
         account.status = AccountStatus.ACTIVE.value
-        account.initialized_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        account.initialized_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         db.session.commit()
 
         token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))

api/controllers/console/auth/oauth.py

@@ -1,5 +1,5 @@
 import logging
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Optional
 
 import requests
@@ -106,7 +106,7 @@ class OAuthCallback(Resource):
 
         if account.status == AccountStatus.PENDING.value:
             account.status = AccountStatus.ACTIVE.value
-            account.initialized_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
         try:

api/controllers/console/datasets/data_source.py

@@ -83,7 +83,7 @@ class DataSourceApi(Resource):
         if action == "enable":
             if data_source_binding.disabled:
                 data_source_binding.disabled = False
-                data_source_binding.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 db.session.add(data_source_binding)
                 db.session.commit()
             else:
@@ -92,7 +92,7 @@ class DataSourceApi(Resource):
         if action == "disable":
             if not data_source_binding.disabled:
                 data_source_binding.disabled = True
-                data_source_binding.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 db.session.add(data_source_binding)
                 db.session.commit()
             else:

api/controllers/console/datasets/datasets_document.py

@@ -1,6 +1,6 @@
 import logging
 from argparse import ArgumentTypeError
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from flask import request
 from flask_login import current_user
@@ -665,7 +665,7 @@ class DocumentProcessingApi(DocumentResource):
                 raise InvalidActionError("Document not in indexing state.")
 
             document.paused_by = current_user.id
-            document.paused_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.paused_at = datetime.now(UTC).replace(tzinfo=None)
             document.is_paused = True
             db.session.commit()
 
@@ -745,7 +745,7 @@ class DocumentMetadataApi(DocumentResource):
                     document.doc_metadata[key] = value
 
         document.doc_type = doc_type
-        document.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        document.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return {"result": "success", "message": "Document metadata updated."}, 200
@@ -787,7 +787,7 @@ class DocumentStatusApi(DocumentResource):
             document.enabled = True
             document.disabled_at = None
             document.disabled_by = None
-            document.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.updated_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
             # Set cache to prevent indexing the same document multiple times
@@ -804,9 +804,9 @@ class DocumentStatusApi(DocumentResource):
                 raise InvalidActionError("Document already disabled.")
 
             document.enabled = False
-            document.disabled_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.disabled_at = datetime.now(UTC).replace(tzinfo=None)
             document.disabled_by = current_user.id
-            document.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.updated_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
             # Set cache to prevent indexing the same document multiple times
@@ -821,9 +821,9 @@ class DocumentStatusApi(DocumentResource):
                 raise InvalidActionError("Document already archived.")
 
             document.archived = True
-            document.archived_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.archived_at = datetime.now(UTC).replace(tzinfo=None)
             document.archived_by = current_user.id
-            document.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.updated_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
             if document.enabled:
@@ -840,7 +840,7 @@ class DocumentStatusApi(DocumentResource):
             document.archived = False
             document.archived_at = None
             document.archived_by = None
-            document.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            document.updated_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
             # Set cache to prevent indexing the same document multiple times

api/controllers/console/datasets/datasets_segments.py

@@ -1,5 +1,5 @@
 import uuid
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 import pandas as pd
 from flask import request
@@ -188,7 +188,7 @@ class DatasetDocumentSegmentApi(Resource):
                 raise InvalidActionError("Segment is already disabled.")
 
             segment.enabled = False
-            segment.disabled_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            segment.disabled_at = datetime.now(UTC).replace(tzinfo=None)
             segment.disabled_by = current_user.id
             db.session.commit()
 

api/controllers/console/explore/completion.py

@@ -1,5 +1,5 @@
 import logging
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from flask_login import current_user
 from flask_restful import reqparse
@@ -46,7 +46,7 @@ class CompletionApi(InstalledAppResource):
         streaming = args["response_mode"] == "streaming"
         args["auto_generate_name"] = False
 
-        installed_app.last_used_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         try:
@@ -106,7 +106,7 @@ class ChatApi(InstalledAppResource):
 
         args["auto_generate_name"] = False
 
-        installed_app.last_used_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         try:

api/controllers/console/explore/installed_app.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from flask_login import current_user
 from flask_restful import Resource, inputs, marshal_with, reqparse
@@ -81,7 +81,7 @@ class InstalledAppsListApi(Resource):
                 tenant_id=current_tenant_id,
                 app_owner_tenant_id=app.tenant_id,
                 is_pinned=False,
-                last_used_at=datetime.now(timezone.utc).replace(tzinfo=None),
+                last_used_at=datetime.now(UTC).replace(tzinfo=None),
             )
             db.session.add(new_installed_app)
             db.session.commit()

api/controllers/console/workspace/account.py

@@ -60,7 +60,7 @@ class AccountInitApi(Resource):
                 raise InvalidInvitationCodeError()
 
             invitation_code.status = "used"
-            invitation_code.used_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            invitation_code.used_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             invitation_code.used_by_tenant_id = account.current_tenant_id
             invitation_code.used_by_account_id = account.id
 
@@ -68,7 +68,7 @@ class AccountInitApi(Resource):
         account.timezone = args["timezone"]
         account.interface_theme = "light"
         account.status = "active"
-        account.initialized_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        account.initialized_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         db.session.commit()
 
         return {"result": "success"}

api/controllers/service_api/wraps.py

@@ -1,5 +1,5 @@
 from collections.abc import Callable
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from enum import Enum
 from functools import wraps
 from typing import Optional
@@ -198,7 +198,7 @@ def validate_and_get_api_token(scope=None):
     if not api_token:
         raise Unauthorized("Access token is invalid")
 
-    api_token.last_used_at = datetime.now(timezone.utc).replace(tzinfo=None)
+    api_token.last_used_at = datetime.now(UTC).replace(tzinfo=None)
     db.session.commit()
 
     return api_token

api/core/agent/base_agent_runner.py

@@ -2,7 +2,7 @@ import json
 import logging
 import uuid
 from collections.abc import Mapping, Sequence
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Optional, Union, cast
 
 from core.agent.entities import AgentEntity, AgentToolEntity
@@ -419,7 +419,7 @@ class BaseAgentRunner(AppRunner):
             .first()
         )
 
-        db_variables.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        db_variables.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db_variables.variables_str = json.dumps(jsonable_encoder(tool_variables.pool))
         db.session.commit()
         db.session.close()

api/core/app/app_config/entities.py

@@ -1,5 +1,5 @@
 from collections.abc import Sequence
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any, Optional
 
 from pydantic import BaseModel, Field, field_validator
@@ -88,7 +88,7 @@ class PromptTemplateEntity(BaseModel):
     advanced_completion_prompt_template: Optional[AdvancedCompletionPromptTemplateEntity] = None
 
 
-class VariableEntityType(str, Enum):
+class VariableEntityType(StrEnum):
     TEXT_INPUT = "text-input"
     SELECT = "select"
     PARAGRAPH = "paragraph"

api/core/app/apps/message_based_app_generator.py

@@ -1,7 +1,7 @@
 import json
 import logging
 from collections.abc import Generator
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Optional, Union
 
 from sqlalchemy import and_
@@ -200,7 +200,7 @@ class MessageBasedAppGenerator(BaseAppGenerator):
             db.session.commit()
             db.session.refresh(conversation)
         else:
-            conversation.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            conversation.updated_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
         message = Message(

api/core/app/entities/queue_entities.py

@@ -1,5 +1,5 @@
 from datetime import datetime
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any, Optional
 
 from pydantic import BaseModel, field_validator
@@ -11,7 +11,7 @@ from core.workflow.nodes import NodeType
 from core.workflow.nodes.base import BaseNodeData
 
 
-class QueueEvent(str, Enum):
+class QueueEvent(StrEnum):
     """
     QueueEvent enum
     """

api/core/app/task_pipeline/workflow_cycle_manage.py

@@ -1,7 +1,7 @@
 import json
 import time
 from collections.abc import Mapping, Sequence
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any, Optional, Union, cast
 
 from sqlalchemy.orm import Session
@@ -144,7 +144,7 @@ class WorkflowCycleManage:
         workflow_run.elapsed_time = time.perf_counter() - start_at
         workflow_run.total_tokens = total_tokens
         workflow_run.total_steps = total_steps
-        workflow_run.finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        workflow_run.finished_at = datetime.now(UTC).replace(tzinfo=None)
 
         db.session.commit()
         db.session.refresh(workflow_run)
@@ -191,7 +191,7 @@ class WorkflowCycleManage:
         workflow_run.elapsed_time = time.perf_counter() - start_at
         workflow_run.total_tokens = total_tokens
         workflow_run.total_steps = total_steps
-        workflow_run.finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        workflow_run.finished_at = datetime.now(UTC).replace(tzinfo=None)
 
         db.session.commit()
 
@@ -211,7 +211,7 @@ class WorkflowCycleManage:
         for workflow_node_execution in running_workflow_node_executions:
             workflow_node_execution.status = WorkflowNodeExecutionStatus.FAILED.value
             workflow_node_execution.error = error
-            workflow_node_execution.finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            workflow_node_execution.finished_at = datetime.now(UTC).replace(tzinfo=None)
             workflow_node_execution.elapsed_time = (
                 workflow_node_execution.finished_at - workflow_node_execution.created_at
             ).total_seconds()
@@ -259,7 +259,7 @@ class WorkflowCycleManage:
                     NodeRunMetadataKey.ITERATION_ID: event.in_iteration_id,
                 }
             )
-            workflow_node_execution.created_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            workflow_node_execution.created_at = datetime.now(UTC).replace(tzinfo=None)
 
             session.add(workflow_node_execution)
             session.commit()
@@ -282,7 +282,7 @@ class WorkflowCycleManage:
         execution_metadata = (
             json.dumps(jsonable_encoder(event.execution_metadata)) if event.execution_metadata else None
         )
-        finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        finished_at = datetime.now(UTC).replace(tzinfo=None)
         elapsed_time = (finished_at - event.start_at).total_seconds()
 
         db.session.query(WorkflowNodeExecution).filter(WorkflowNodeExecution.id == workflow_node_execution.id).update(
@@ -326,7 +326,7 @@ class WorkflowCycleManage:
         inputs = WorkflowEntry.handle_special_values(event.inputs)
         process_data = WorkflowEntry.handle_special_values(event.process_data)
         outputs = WorkflowEntry.handle_special_values(event.outputs)
-        finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        finished_at = datetime.now(UTC).replace(tzinfo=None)
         elapsed_time = (finished_at - event.start_at).total_seconds()
         execution_metadata = (
             json.dumps(jsonable_encoder(event.execution_metadata)) if event.execution_metadata else None
@@ -654,7 +654,7 @@ class WorkflowCycleManage:
                 if event.error is None
                 else WorkflowNodeExecutionStatus.FAILED,
                 error=None,
-                elapsed_time=(datetime.now(timezone.utc).replace(tzinfo=None) - event.start_at).total_seconds(),
+                elapsed_time=(datetime.now(UTC).replace(tzinfo=None) - event.start_at).total_seconds(),
                 total_tokens=event.metadata.get("total_tokens", 0) if event.metadata else 0,
                 execution_metadata=event.metadata,
                 finished_at=int(time.time()),

api/core/entities/provider_configuration.py

@@ -240,7 +240,7 @@ class ProviderConfiguration(BaseModel):
         if provider_record:
             provider_record.encrypted_config = json.dumps(credentials)
             provider_record.is_valid = True
-            provider_record.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            provider_record.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             provider_record = Provider(
@@ -394,7 +394,7 @@ class ProviderConfiguration(BaseModel):
         if provider_model_record:
             provider_model_record.encrypted_config = json.dumps(credentials)
             provider_model_record.is_valid = True
-            provider_model_record.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            provider_model_record.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             provider_model_record = ProviderModel(
@@ -468,7 +468,7 @@ class ProviderConfiguration(BaseModel):
 
         if model_setting:
             model_setting.enabled = True
-            model_setting.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             model_setting = ProviderModelSetting(
@@ -503,7 +503,7 @@ class ProviderConfiguration(BaseModel):
 
         if model_setting:
             model_setting.enabled = False
-            model_setting.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             model_setting = ProviderModelSetting(
@@ -570,7 +570,7 @@ class ProviderConfiguration(BaseModel):
 
         if model_setting:
             model_setting.load_balancing_enabled = True
-            model_setting.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             model_setting = ProviderModelSetting(
@@ -605,7 +605,7 @@ class ProviderConfiguration(BaseModel):
 
         if model_setting:
             model_setting.load_balancing_enabled = False
-            model_setting.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             model_setting = ProviderModelSetting(

api/core/file/enums.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class FileType(str, Enum):
+class FileType(StrEnum):
     IMAGE = "image"
     DOCUMENT = "document"
     AUDIO = "audio"
@@ -16,7 +16,7 @@ class FileType(str, Enum):
         raise ValueError(f"No matching enum found for value '{value}'")
 
 
-class FileTransferMethod(str, Enum):
+class FileTransferMethod(StrEnum):
     REMOTE_URL = "remote_url"
     LOCAL_FILE = "local_file"
     TOOL_FILE = "tool_file"
@@ -29,7 +29,7 @@ class FileTransferMethod(str, Enum):
         raise ValueError(f"No matching enum found for value '{value}'")
 
 
-class FileBelongsTo(str, Enum):
+class FileBelongsTo(StrEnum):
     USER = "user"
     ASSISTANT = "assistant"
 
@@ -41,7 +41,7 @@ class FileBelongsTo(str, Enum):
         raise ValueError(f"No matching enum found for value '{value}'")
 
 
-class FileAttribute(str, Enum):
+class FileAttribute(StrEnum):
     TYPE = "type"
     SIZE = "size"
     NAME = "name"
@@ -51,5 +51,5 @@ class FileAttribute(str, Enum):
     EXTENSION = "extension"
 
 
-class ArrayFileAttribute(str, Enum):
+class ArrayFileAttribute(StrEnum):
     LENGTH = "length"

api/core/helper/code_executor/code_executor.py

@@ -1,6 +1,6 @@
 import logging
 from collections.abc import Mapping
-from enum import Enum
+from enum import StrEnum
 from threading import Lock
 from typing import Any, Optional
 
@@ -31,7 +31,7 @@ class CodeExecutionResponse(BaseModel):
     data: Data
 
 
-class CodeLanguage(str, Enum):
+class CodeLanguage(StrEnum):
     PYTHON3 = "python3"
     JINJA2 = "jinja2"
     JAVASCRIPT = "javascript"

api/core/indexing_runner.py

@@ -84,7 +84,7 @@ class IndexingRunner:
             except ProviderTokenNotInitError as e:
                 dataset_document.indexing_status = "error"
                 dataset_document.error = str(e.description)
-                dataset_document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 db.session.commit()
             except ObjectDeletedError:
                 logging.warning("Document deleted, document id: {}".format(dataset_document.id))
@@ -92,7 +92,7 @@ class IndexingRunner:
                 logging.exception("consume document failed")
                 dataset_document.indexing_status = "error"
                 dataset_document.error = str(e)
-                dataset_document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 db.session.commit()
 
     def run_in_splitting_status(self, dataset_document: DatasetDocument):
@@ -140,13 +140,13 @@ class IndexingRunner:
         except ProviderTokenNotInitError as e:
             dataset_document.indexing_status = "error"
             dataset_document.error = str(e.description)
-            dataset_document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         except Exception as e:
             logging.exception("consume document failed")
             dataset_document.indexing_status = "error"
             dataset_document.error = str(e)
-            dataset_document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
 
     def run_in_indexing_status(self, dataset_document: DatasetDocument):
@@ -198,13 +198,13 @@ class IndexingRunner:
         except ProviderTokenNotInitError as e:
             dataset_document.indexing_status = "error"
             dataset_document.error = str(e.description)
-            dataset_document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         except Exception as e:
             logging.exception("consume document failed")
             dataset_document.indexing_status = "error"
             dataset_document.error = str(e)
-            dataset_document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
 
     def indexing_estimate(
@@ -357,7 +357,7 @@ class IndexingRunner:
             after_indexing_status="splitting",
             extra_update_params={
                 DatasetDocument.word_count: sum(len(text_doc.page_content) for text_doc in text_docs),
-                DatasetDocument.parsing_completed_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                DatasetDocument.parsing_completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
             },
         )
 
@@ -449,7 +449,7 @@ class IndexingRunner:
         doc_store.add_documents(documents)
 
         # update document status to indexing
-        cur_time = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        cur_time = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         self._update_document_index_status(
             document_id=dataset_document.id,
             after_indexing_status="indexing",
@@ -464,7 +464,7 @@ class IndexingRunner:
             dataset_document_id=dataset_document.id,
             update_params={
                 DocumentSegment.status: "indexing",
-                DocumentSegment.indexing_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                DocumentSegment.indexing_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
             },
         )
 
@@ -669,7 +669,7 @@ class IndexingRunner:
             after_indexing_status="completed",
             extra_update_params={
                 DatasetDocument.tokens: tokens,
-                DatasetDocument.completed_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                DatasetDocument.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                 DatasetDocument.indexing_latency: indexing_end_at - indexing_start_at,
                 DatasetDocument.error: None,
             },
@@ -694,7 +694,7 @@ class IndexingRunner:
                     {
                         DocumentSegment.status: "completed",
                         DocumentSegment.enabled: True,
-                        DocumentSegment.completed_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                        DocumentSegment.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                     }
                 )
 
@@ -727,7 +727,7 @@ class IndexingRunner:
                 {
                     DocumentSegment.status: "completed",
                     DocumentSegment.enabled: True,
-                    DocumentSegment.completed_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                    DocumentSegment.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                 }
             )
 
@@ -838,7 +838,7 @@ class IndexingRunner:
         doc_store.add_documents(documents)
 
         # update document status to indexing
-        cur_time = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        cur_time = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         self._update_document_index_status(
             document_id=dataset_document.id,
             after_indexing_status="indexing",
@@ -853,7 +853,7 @@ class IndexingRunner:
             dataset_document_id=dataset_document.id,
             update_params={
                 DocumentSegment.status: "indexing",
-                DocumentSegment.indexing_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                DocumentSegment.indexing_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
             },
         )
         pass

api/core/model_runtime/entities/message_entities.py

@@ -1,5 +1,5 @@
 from abc import ABC
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Optional
 
 from pydantic import BaseModel, Field, field_validator
@@ -93,7 +93,7 @@ class ImagePromptMessageContent(PromptMessageContent):
     Model class for image prompt message content.
     """
 
-    class DETAIL(str, Enum):
+    class DETAIL(StrEnum):
         LOW = "low"
         HIGH = "high"
 

api/core/model_runtime/entities/model_entities.py

@@ -1,5 +1,5 @@
 from decimal import Decimal
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any, Optional
 
 from pydantic import BaseModel, ConfigDict
@@ -89,7 +89,7 @@ class ModelFeature(Enum):
     STREAM_TOOL_CALL = "stream-tool-call"
 
 
-class DefaultParameterName(str, Enum):
+class DefaultParameterName(StrEnum):
     """
     Enum class for parameter template variable.
     """

api/core/ops/entities/trace_entity.py

@@ -1,5 +1,5 @@
 from datetime import datetime
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Optional, Union
 
 from pydantic import BaseModel, ConfigDict, field_validator
@@ -122,7 +122,7 @@ trace_info_info_map = {
 }
 
 
-class TraceTaskName(str, Enum):
+class TraceTaskName(StrEnum):
     CONVERSATION_TRACE = "conversation"
     WORKFLOW_TRACE = "workflow"
     MESSAGE_TRACE = "message"

api/core/ops/langfuse_trace/entities/langfuse_trace_entity.py

@@ -1,5 +1,5 @@
 from datetime import datetime
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Optional, Union
 
 from pydantic import BaseModel, ConfigDict, Field, field_validator
@@ -39,7 +39,7 @@ def validate_input_output(v, field_name):
     return v
 
 
-class LevelEnum(str, Enum):
+class LevelEnum(StrEnum):
     DEBUG = "DEBUG"
     WARNING = "WARNING"
     ERROR = "ERROR"
@@ -178,7 +178,7 @@ class LangfuseSpan(BaseModel):
         return validate_input_output(v, field_name)
 
 
-class UnitEnum(str, Enum):
+class UnitEnum(StrEnum):
     CHARACTERS = "CHARACTERS"
     TOKENS = "TOKENS"
     SECONDS = "SECONDS"

api/core/ops/langsmith_trace/entities/langsmith_trace_entity.py

@@ -1,5 +1,5 @@
 from datetime import datetime
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Optional, Union
 
 from pydantic import BaseModel, Field, field_validator
@@ -8,7 +8,7 @@ from pydantic_core.core_schema import ValidationInfo
 from core.ops.utils import replace_text_with_content
 
 
-class LangSmithRunType(str, Enum):
+class LangSmithRunType(StrEnum):
     tool = "tool"
     chain = "chain"
     llm = "llm"

api/core/prompt/simple_prompt_transform.py

@@ -23,7 +23,7 @@ if TYPE_CHECKING:
     from core.file.models import File
 
 
-class ModelMode(str, enum.Enum):
+class ModelMode(enum.StrEnum):
     COMPLETION = "completion"
     CHAT = "chat"
 

api/core/rag/datasource/keyword/keyword_type.py

@@ -1,5 +1,5 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class KeyWordType(str, Enum):
+class KeyWordType(StrEnum):
     JIEBA = "jieba"

api/core/rag/datasource/vdb/vector_type.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class VectorType(str, Enum):
+class VectorType(StrEnum):
     ANALYTICDB = "analyticdb"
     CHROMA = "chroma"
     MILVUS = "milvus"

api/core/rag/extractor/word_extractor.py

@@ -114,10 +114,10 @@ class WordExtractor(BaseExtractor):
                     mime_type=mime_type or "",
                     created_by=self.user_id,
                     created_by_role=CreatedByRole.ACCOUNT,
-                    created_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                    created_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                     used=True,
                     used_by=self.user_id,
-                    used_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                    used_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                 )
 
                 db.session.add(upload_file)

api/core/rag/rerank/rerank_type.py

@@ -1,6 +1,6 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class RerankMode(str, Enum):
+class RerankMode(StrEnum):
     RERANKING_MODEL = "reranking_model"
     WEIGHTED_SCORE = "weighted_score"

api/core/tools/entities/tool_entities.py

@@ -1,4 +1,4 @@
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any, Optional, Union, cast
 
 from pydantic import BaseModel, Field, field_validator
@@ -137,7 +137,7 @@ class ToolParameterOption(BaseModel):
 
 
 class ToolParameter(BaseModel):
-    class ToolParameterType(str, Enum):
+    class ToolParameterType(StrEnum):
         STRING = "string"
         NUMBER = "number"
         BOOLEAN = "boolean"

api/core/tools/provider/builtin/time/tools/current_time.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any, Union
 
 from pytz import timezone as pytz_timezone
@@ -20,7 +20,7 @@ class CurrentTimeTool(BuiltinTool):
         tz = tool_parameters.get("timezone", "UTC")
         fm = tool_parameters.get("format") or "%Y-%m-%d %H:%M:%S %Z"
         if tz == "UTC":
-            return self.create_text_message(f"{datetime.now(timezone.utc).strftime(fm)}")
+            return self.create_text_message(f"{datetime.now(UTC).strftime(fm)}")
 
         try:
             tz = pytz_timezone(tz)

api/core/tools/tool/tool.py

@@ -1,7 +1,7 @@
 from abc import ABC, abstractmethod
 from collections.abc import Mapping
 from copy import deepcopy
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import TYPE_CHECKING, Any, Optional, Union
 
 from pydantic import BaseModel, ConfigDict, field_validator
@@ -62,7 +62,7 @@ class Tool(BaseModel, ABC):
     def __init__(self, **data: Any):
         super().__init__(**data)
 
-    class VariableKey(str, Enum):
+    class VariableKey(StrEnum):
         IMAGE = "image"
         DOCUMENT = "document"
         VIDEO = "video"

api/core/tools/tool_engine.py

@@ -1,7 +1,7 @@
 import json
 from collections.abc import Mapping
 from copy import deepcopy
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from mimetypes import guess_type
 from typing import Any, Optional, Union
 
@@ -158,7 +158,7 @@ class ToolEngine:
         """
         Invoke the tool with the given arguments.
         """
-        started_at = datetime.now(timezone.utc)
+        started_at = datetime.now(UTC)
         meta = ToolInvokeMeta(
             time_cost=0.0,
             error=None,
@@ -176,7 +176,7 @@ class ToolEngine:
             meta.error = str(e)
             raise ToolEngineInvokeError(meta)
         finally:
-            ended_at = datetime.now(timezone.utc)
+            ended_at = datetime.now(UTC)
             meta.time_cost = (ended_at - started_at).total_seconds()
 
         return meta, response

api/core/variables/types.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class SegmentType(str, Enum):
+class SegmentType(StrEnum):
     NONE = "none"
     NUMBER = "number"
     STRING = "string"

api/core/workflow/entities/node_entities.py

@@ -1,5 +1,5 @@
 from collections.abc import Mapping
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Optional
 
 from pydantic import BaseModel
@@ -8,7 +8,7 @@ from core.model_runtime.entities.llm_entities import LLMUsage
 from models.workflow import WorkflowNodeExecutionStatus
 
 
-class NodeRunMetadataKey(str, Enum):
+class NodeRunMetadataKey(StrEnum):
     """
     Node Run Metadata Key.
     """

api/core/workflow/enums.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class SystemVariableKey(str, Enum):
+class SystemVariableKey(StrEnum):
     """
     System Variables.
     """

api/core/workflow/graph_engine/entities/runtime_route_state.py

@@ -1,5 +1,5 @@
 import uuid
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from enum import Enum
 from typing import Optional
 
@@ -63,7 +63,7 @@ class RouteNodeState(BaseModel):
             raise Exception(f"Invalid route status {run_result.status}")
 
         self.node_run_result = run_result
-        self.finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        self.finished_at = datetime.now(UTC).replace(tzinfo=None)
 
 
 class RuntimeRouteState(BaseModel):
@@ -81,7 +81,7 @@ class RuntimeRouteState(BaseModel):
 
         :param node_id: node id
         """
-        state = RouteNodeState(node_id=node_id, start_at=datetime.now(timezone.utc).replace(tzinfo=None))
+        state = RouteNodeState(node_id=node_id, start_at=datetime.now(UTC).replace(tzinfo=None))
         self.node_state_mapping[state.id] = state
         return state
 

api/core/workflow/nodes/enums.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class NodeType(str, Enum):
+class NodeType(StrEnum):
     START = "start"
     END = "end"
     ANSWER = "answer"

api/core/workflow/nodes/iteration/entities.py

@@ -1,4 +1,4 @@
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Optional
 
 from pydantic import Field
@@ -6,7 +6,7 @@ from pydantic import Field
 from core.workflow.nodes.base import BaseIterationNodeData, BaseIterationState, BaseNodeData
 
 
-class ErrorHandleMode(str, Enum):
+class ErrorHandleMode(StrEnum):
     TERMINATED = "terminated"
     CONTINUE_ON_ERROR = "continue-on-error"
     REMOVE_ABNORMAL_OUTPUT = "remove-abnormal-output"

api/core/workflow/nodes/iteration/iteration_node.py

@@ -2,7 +2,7 @@ import logging
 import uuid
 from collections.abc import Generator, Mapping, Sequence
 from concurrent.futures import Future, wait
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from queue import Empty, Queue
 from typing import TYPE_CHECKING, Any, Optional, cast
 
@@ -135,7 +135,7 @@ class IterationNode(BaseNode[IterationNodeData]):
             thread_pool_id=self.thread_pool_id,
         )
 
-        start_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        start_at = datetime.now(UTC).replace(tzinfo=None)
 
         yield IterationRunStartedEvent(
             iteration_id=self.id,

api/core/workflow/nodes/variable_assigner/node_data.py

@@ -1,11 +1,11 @@
 from collections.abc import Sequence
-from enum import Enum
+from enum import StrEnum
 from typing import Optional
 
 from core.workflow.nodes.base import BaseNodeData
 
 
-class WriteMode(str, Enum):
+class WriteMode(StrEnum):
     OVER_WRITE = "over-write"
     APPEND = "append"
     CLEAR = "clear"

api/events/event_handlers/create_document_index.py

@@ -33,7 +33,7 @@ def handle(sender, **kwargs):
             raise NotFound("Document not found")
 
         document.indexing_status = "parsing"
-        document.processing_started_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         documents.append(document)
         db.session.add(document)
     db.session.commit()

api/events/event_handlers/update_provider_last_used_at_when_message_created.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from core.app.entities.app_invoke_entities import AgentChatAppGenerateEntity, ChatAppGenerateEntity
 from events.message_event import message_was_created
@@ -17,5 +17,5 @@ def handle(sender, **kwargs):
     db.session.query(Provider).filter(
         Provider.tenant_id == application_generate_entity.app_config.tenant_id,
         Provider.provider_name == application_generate_entity.model_conf.provider,
-    ).update({"last_used": datetime.now(timezone.utc).replace(tzinfo=None)})
+    ).update({"last_used": datetime.now(UTC).replace(tzinfo=None)})
     db.session.commit()

api/extensions/storage/azure_blob_storage.py

@@ -1,5 +1,5 @@
 from collections.abc import Generator
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 
 from azure.storage.blob import AccountSasPermissions, BlobServiceClient, ResourceTypes, generate_account_sas
 
@@ -67,7 +67,7 @@ class AzureBlobStorage(BaseStorage):
                 account_key=self.account_key,
                 resource_types=ResourceTypes(service=True, container=True, object=True),
                 permission=AccountSasPermissions(read=True, write=True, delete=True, list=True, add=True, create=True),
-                expiry=datetime.now(timezone.utc).replace(tzinfo=None) + timedelta(hours=1),
+                expiry=datetime.now(UTC).replace(tzinfo=None) + timedelta(hours=1),
             )
             redis_client.set(cache_key, sas_token, ex=3000)
         return BlobServiceClient(account_url=self.account_url, credential=sas_token)

api/extensions/storage/storage_type.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class StorageType(str, Enum):
+class StorageType(StrEnum):
     ALIYUN_OSS = "aliyun-oss"
     AZURE_BLOB = "azure-blob"
     BAIDU_OBS = "baidu-obs"

api/libs/oauth_data_source.py

@@ -70,7 +70,7 @@ class NotionOAuth(OAuthDataSource):
         if data_source_binding:
             data_source_binding.source_info = source_info
             data_source_binding.disabled = False
-            data_source_binding.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             new_data_source_binding = DataSourceOauthBinding(
@@ -106,7 +106,7 @@ class NotionOAuth(OAuthDataSource):
         if data_source_binding:
             data_source_binding.source_info = source_info
             data_source_binding.disabled = False
-            data_source_binding.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             new_data_source_binding = DataSourceOauthBinding(
@@ -141,7 +141,7 @@ class NotionOAuth(OAuthDataSource):
             }
             data_source_binding.source_info = new_source_info
             data_source_binding.disabled = False
-            data_source_binding.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
         else:
             raise ValueError("Data source binding not found")

api/models/account.py

@@ -8,7 +8,7 @@ from extensions.ext_database import db
 from .types import StringUUID
 
 
-class AccountStatus(str, enum.Enum):
+class AccountStatus(enum.StrEnum):
     PENDING = "pending"
     UNINITIALIZED = "uninitialized"
     ACTIVE = "active"
@@ -121,12 +121,12 @@ class Account(UserMixin, db.Model):
         return self._current_tenant.current_role == TenantAccountRole.DATASET_OPERATOR
 
 
-class TenantStatus(str, enum.Enum):
+class TenantStatus(enum.StrEnum):
     NORMAL = "normal"
     ARCHIVE = "archive"
 
 
-class TenantAccountRole(str, enum.Enum):
+class TenantAccountRole(enum.StrEnum):
     OWNER = "owner"
     ADMIN = "admin"
     EDITOR = "editor"

api/models/dataset.py

@@ -23,7 +23,7 @@ from .model import App, Tag, TagBinding, UploadFile
 from .types import StringUUID
 
 
-class DatasetPermissionEnum(str, enum.Enum):
+class DatasetPermissionEnum(enum.StrEnum):
     ONLY_ME = "only_me"
     ALL_TEAM = "all_team_members"
     PARTIAL_TEAM = "partial_members"

api/models/enums.py

@@ -1,16 +1,16 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class CreatedByRole(str, Enum):
+class CreatedByRole(StrEnum):
     ACCOUNT = "account"
     END_USER = "end_user"
 
 
-class UserFrom(str, Enum):
+class UserFrom(StrEnum):
     ACCOUNT = "account"
     END_USER = "end-user"
 
 
-class WorkflowRunTriggeredFrom(str, Enum):
+class WorkflowRunTriggeredFrom(StrEnum):
     DEBUGGING = "debugging"
     APP_RUN = "app-run"

api/models/model.py

@@ -3,7 +3,7 @@ import re
 import uuid
 from collections.abc import Mapping
 from datetime import datetime
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any, Literal, Optional
 
 import sqlalchemy as sa
@@ -32,7 +32,7 @@ class DifySetup(db.Model):
     setup_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
 
 
-class AppMode(str, Enum):
+class AppMode(StrEnum):
     COMPLETION = "completion"
     WORKFLOW = "workflow"
     CHAT = "chat"

api/models/task.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from celery import states
 
@@ -16,8 +16,8 @@ class CeleryTask(db.Model):
     result = db.Column(db.PickleType, nullable=True)
     date_done = db.Column(
         db.DateTime,
-        default=lambda: datetime.now(timezone.utc).replace(tzinfo=None),
-        onupdate=lambda: datetime.now(timezone.utc).replace(tzinfo=None),
+        default=lambda: datetime.now(UTC).replace(tzinfo=None),
+        onupdate=lambda: datetime.now(UTC).replace(tzinfo=None),
         nullable=True,
     )
     traceback = db.Column(db.Text, nullable=True)
@@ -37,4 +37,4 @@ class CeleryTaskSet(db.Model):
     id = db.Column(db.Integer, db.Sequence("taskset_id_sequence"), autoincrement=True, primary_key=True)
     taskset_id = db.Column(db.String(155), unique=True)
     result = db.Column(db.PickleType, nullable=True)
-    date_done = db.Column(db.DateTime, default=lambda: datetime.now(timezone.utc).replace(tzinfo=None), nullable=True)
+    date_done = db.Column(db.DateTime, default=lambda: datetime.now(UTC).replace(tzinfo=None), nullable=True)

api/models/workflow.py

@@ -1,6 +1,6 @@
 import json
 from collections.abc import Mapping, Sequence
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from enum import Enum
 from typing import Any, Optional, Union
 
@@ -108,7 +108,7 @@ class Workflow(db.Model):
     )
     updated_by: Mapped[Optional[str]] = mapped_column(StringUUID)
     updated_at: Mapped[datetime] = mapped_column(
-        sa.DateTime, nullable=False, default=datetime.now(tz=timezone.utc), server_onupdate=func.current_timestamp()
+        sa.DateTime, nullable=False, default=datetime.now(tz=UTC), server_onupdate=func.current_timestamp()
     )
     _environment_variables: Mapped[str] = mapped_column(
         "environment_variables", db.Text, nullable=False, server_default="{}"

api/poetry.lock

@@ -114,7 +114,6 @@ files = [
 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -465,10 +464,8 @@ files = [
 ]
 
 [package.dependencies]
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-files = [
-    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
-    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
-]
-
-[package.extras]
-test = ["pytest (>=6)"]
-
 [[package]]
 name = "fal-client"
 version = "0.5.6"
@@ -3107,10 +3043,7 @@ files = [
 
 [package.dependencies]
 cffi = {version = ">=1.12.2", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
-greenlet = [
-    {version = ">=2.0.0", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""},
-    {version = ">=3.0rc3", markers = "platform_python_implementation == \"CPython\" and python_version >= \"3.11\""},
-]
+greenlet = {version = ">=3.0rc3", markers = "platform_python_implementation == \"CPython\" and python_version >= \"3.11\""}
 "zope.event" = "*"
 "zope.interface" = "*"
 
@@ -3228,14 +3161,8 @@ files = [
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
-grpcio = [
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-]
-grpcio-status = [
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-]
+grpcio = {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
+grpcio-status = {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
@@ -5568,9 +5495,6 @@ files = [
     {file = "multidict-6.1.0.tar.gz", hash = "sha256:22ae2ebf9b0c69d206c003e2f6a914ea33f0a932d4aa16f236afc049d9958f4a"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
-
 [[package]]
 name = "multiprocess"
 version = "0.70.17"
@@ -6443,7 +6367,6 @@ bottleneck = {version = ">=1.3.6", optional = true, markers = "extra == \"perfor
 numba = {version = ">=0.56.4", optional = true, markers = "extra == \"performance\""}
 numexpr = {version = ">=2.8.4", optional = true, markers = "extra == \"performance\""}
 numpy = [
-    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
@@ -6727,7 +6650,6 @@ files = [
 deprecation = ">=2.1.0,<3.0.0"
 httpx = {version = ">=0.26,<0.28", extras = ["http2"]}
 pydantic = ">=1.9,<3.0"
-strenum = {version = ">=0.4.9,<0.5.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "posthog"
@@ -7458,9 +7380,6 @@ files = [
     {file = "pypdf-5.1.0.tar.gz", hash = "sha256:425a129abb1614183fd1aca6982f650b47f8026867c0ce7c4b9f281c443d2740"},
 ]
 
-[package.dependencies]
-typing_extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
-
 [package.extras]
 crypto = ["cryptography"]
 cryptodome = ["PyCryptodome"]
@@ -7549,11 +7468,9 @@ files = [
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=1.5,<2"
-tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
@@ -7591,7 +7508,6 @@ files = [
 
 [package.dependencies]
 pytest = ">=8.3.3"
-tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "pytest-mock (>=3.14)"]
@@ -8406,7 +8322,6 @@ files = [
 [package.dependencies]
 markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
-typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
@@ -8813,11 +8728,6 @@ files = [
     {file = "scikit_learn-1.5.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd"},
     {file = "scikit_learn-1.5.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6"},
     {file = "scikit_learn-1.5.2-cp312-cp312-win_amd64.whl", hash = "sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1"},
-    {file = "scikit_learn-1.5.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e9a702e2de732bbb20d3bad29ebd77fc05a6b427dc49964300340e4c9328b3f5"},
-    {file = "scikit_learn-1.5.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:b0768ad641981f5d3a198430a1d31c3e044ed2e8a6f22166b4d546a5116d7908"},
-    {file = "scikit_learn-1.5.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:178ddd0a5cb0044464fc1bfc4cca5b1833bfc7bb022d70b05db8530da4bb3dd3"},
-    {file = "scikit_learn-1.5.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f7284ade780084d94505632241bf78c44ab3b6f1e8ccab3d2af58e0e950f9c12"},
-    {file = "scikit_learn-1.5.2-cp313-cp313-win_amd64.whl", hash = "sha256:b7b0f9a0b1040830d38c39b91b3a44e1b643f4b36e36567b80b7c6bd2202a27f"},
     {file = "scikit_learn-1.5.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9"},
     {file = "scikit_learn-1.5.2-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1"},
     {file = "scikit_learn-1.5.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8"},
@@ -9256,22 +9166,6 @@ httpx = {version = ">=0.26,<0.28", extras = ["http2"]}
 python-dateutil = ">=2.8.2,<3.0.0"
 typing-extensions = ">=4.2.0,<5.0.0"
 
-[[package]]
-name = "strenum"
-version = "0.4.15"
-description = "An Enum that inherits from str."
-optional = false
-python-versions = "*"
-files = [
-    {file = "StrEnum-0.4.15-py3-none-any.whl", hash = "sha256:a30cda4af7cc6b5bf52c8055bc4bf4b2b6b14a93b574626da33df53cf7740659"},
-    {file = "StrEnum-0.4.15.tar.gz", hash = "sha256:878fb5ab705442070e4dd1929bb5e2249511c0bcf2b0eeacf3bcd80875c82eff"},
-]
-
-[package.extras]
-docs = ["myst-parser[linkify]", "sphinx", "sphinx-rtd-theme"]
-release = ["twine"]
-test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
-
 [[package]]
 name = "strictyaml"
 version = "1.7.3"
@@ -9678,17 +9572,6 @@ files = [
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
 
-[[package]]
-name = "tomli"
-version = "2.0.2"
-description = "A lil' TOML parser"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
-    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
-]
-
 [[package]]
 name = "tos"
 version = "2.7.2"
@@ -10108,7 +9991,6 @@ h11 = ">=0.8"
 httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""}
 python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
-typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
 watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
@@ -11077,5 +10959,5 @@ cffi = ["cffi (>=1.11)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10,<3.13"
-content-hash = "2ba4b464eebc26598f290fa94713acc44c588f902176e6efa80622911d40f0ac"
+python-versions = ">=3.11,<3.13"
+content-hash = "6b2d4d4e81f7061dced8d585eb6f08422452644368afca0addc31ac99bfd349a"

api/pyproject.toml

@@ -1,5 +1,5 @@
 [project]
-requires-python = ">=3.10,<3.13"
+requires-python = ">=3.11,<3.13"
 
 [build-system]
 requires = ["poetry-core"]
@@ -163,7 +163,7 @@ pydantic-settings = "~2.6.0"
 pydantic_extra_types = "~2.9.0"
 pyjwt = "~2.8.0"
 pypdfium2 = "~4.17.0"
-python = ">=3.10,<3.13"
+python = ">=3.11,<3.13"
 python-docx = "~1.1.0"
 python-dotenv = "1.0.0"
 pyyaml = "~6.0.1"

api/services/account_service.py

@@ -4,7 +4,7 @@ import logging
 import random
 import secrets
 import uuid
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 from hashlib import sha256
 from typing import Any, Optional
 
@@ -115,15 +115,15 @@ class AccountService:
             available_ta.current = True
             db.session.commit()
 
-        if datetime.now(timezone.utc).replace(tzinfo=None) - account.last_active_at > timedelta(minutes=10):
-            account.last_active_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        if datetime.now(UTC).replace(tzinfo=None) - account.last_active_at > timedelta(minutes=10):
+            account.last_active_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
         return account
 
     @staticmethod
     def get_account_jwt_token(account: Account) -> str:
-        exp_dt = datetime.now(timezone.utc) + timedelta(minutes=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES)
+        exp_dt = datetime.now(UTC) + timedelta(minutes=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES)
         exp = int(exp_dt.timestamp())
         payload = {
             "user_id": account.id,
@@ -160,7 +160,7 @@ class AccountService:
 
         if account.status == AccountStatus.PENDING.value:
             account.status = AccountStatus.ACTIVE.value
-            account.initialized_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
 
         db.session.commit()
 
@@ -253,7 +253,7 @@ class AccountService:
                 # If it exists, update the record
                 account_integrate.open_id = open_id
                 account_integrate.encrypted_token = ""  # todo
-                account_integrate.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+                account_integrate.updated_at = datetime.now(UTC).replace(tzinfo=None)
             else:
                 # If it does not exist, create a new record
                 account_integrate = AccountIntegrate(
@@ -288,7 +288,7 @@ class AccountService:
     @staticmethod
     def update_login_info(account: Account, *, ip_address: str) -> None:
         """Update last login time and ip"""
-        account.last_login_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        account.last_login_at = datetime.now(UTC).replace(tzinfo=None)
         account.last_login_ip = ip_address
         db.session.add(account)
         db.session.commit()
@@ -765,7 +765,7 @@ class RegisterService:
             )
 
             account.last_login_ip = ip_address
-            account.initialized_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
 
             TenantService.create_owner_tenant_if_not_exist(account=account, is_setup=True)
 
@@ -805,7 +805,7 @@ class RegisterService:
                 is_setup=is_setup,
             )
             account.status = AccountStatus.ACTIVE.value if not status else status.value
-            account.initialized_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
 
             if open_id is not None or provider is not None:
                 AccountService.link_account_integrate(provider, open_id, account)

api/services/annotation_service.py

@@ -429,7 +429,7 @@ class AppAnnotationService:
             raise NotFound("App annotation not found")
         annotation_setting.score_threshold = args["score_threshold"]
         annotation_setting.updated_user_id = current_user.id
-        annotation_setting.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        annotation_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         db.session.add(annotation_setting)
         db.session.commit()
 

api/services/app_service.py

@@ -1,6 +1,6 @@
 import json
 import logging
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import cast
 
 from flask_login import current_user
@@ -223,7 +223,7 @@ class AppService:
         app.icon_background = args.get("icon_background")
         app.use_icon_as_answer_icon = args.get("use_icon_as_answer_icon", False)
         app.updated_by = current_user.id
-        app.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        app.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         if app.max_active_requests is not None:
@@ -240,7 +240,7 @@ class AppService:
         """
         app.name = name
         app.updated_by = current_user.id
-        app.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        app.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return app
@@ -256,7 +256,7 @@ class AppService:
         app.icon = icon
         app.icon_background = icon_background
         app.updated_by = current_user.id
-        app.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        app.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return app
@@ -273,7 +273,7 @@ class AppService:
 
         app.enable_site = enable_site
         app.updated_by = current_user.id
-        app.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        app.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return app
@@ -290,7 +290,7 @@ class AppService:
 
         app.enable_api = enable_api
         app.updated_by = current_user.id
-        app.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        app.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return app

api/services/auth/auth_type.py

@@ -1,6 +1,6 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class AuthType(str, Enum):
+class AuthType(StrEnum):
     FIRECRAWL = "firecrawl"
     JINA = "jinareader"

api/services/conversation_service.py

@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Optional, Union
 
 from sqlalchemy import asc, desc, or_
@@ -104,7 +104,7 @@ class ConversationService:
             return cls.auto_generate_name(app_model, conversation)
         else:
             conversation.name = name
-            conversation.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            conversation.updated_at = datetime.now(UTC).replace(tzinfo=None)
             db.session.commit()
 
         return conversation

api/services/dataset_service.py

@@ -600,7 +600,7 @@ class DocumentService:
         # update document to be paused
         document.is_paused = True
         document.paused_by = current_user.id
-        document.paused_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        document.paused_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
 
         db.session.add(document)
         db.session.commit()
@@ -1072,7 +1072,7 @@ class DocumentService:
         document.parsing_completed_at = None
         document.cleaning_completed_at = None
         document.splitting_completed_at = None
-        document.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        document.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         document.created_from = created_from
         document.doc_form = document_data["doc_form"]
         db.session.add(document)
@@ -1409,8 +1409,8 @@ class SegmentService:
                 word_count=len(content),
                 tokens=tokens,
                 status="completed",
-                indexing_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
-                completed_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                indexing_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
+                completed_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                 created_by=current_user.id,
             )
             if document.doc_form == "qa_model":
@@ -1429,7 +1429,7 @@ class SegmentService:
             except Exception as e:
                 logging.exception("create segment index failed")
                 segment_document.enabled = False
-                segment_document.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                segment_document.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 segment_document.status = "error"
                 segment_document.error = str(e)
                 db.session.commit()
@@ -1481,8 +1481,8 @@ class SegmentService:
                     word_count=len(content),
                     tokens=tokens,
                     status="completed",
-                    indexing_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
-                    completed_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                    indexing_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
+                    completed_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                     created_by=current_user.id,
                 )
                 if document.doc_form == "qa_model":
@@ -1508,7 +1508,7 @@ class SegmentService:
                 logging.exception("create segment index failed")
                 for segment_document in segment_data_list:
                     segment_document.enabled = False
-                    segment_document.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                    segment_document.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                     segment_document.status = "error"
                     segment_document.error = str(e)
             db.session.commit()
@@ -1526,7 +1526,7 @@ class SegmentService:
             if segment.enabled != action:
                 if not action:
                     segment.enabled = action
-                    segment.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                    segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                     segment.disabled_by = current_user.id
                     db.session.add(segment)
                     db.session.commit()
@@ -1585,10 +1585,10 @@ class SegmentService:
                 segment.word_count = len(content)
                 segment.tokens = tokens
                 segment.status = "completed"
-                segment.indexing_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
-                segment.completed_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                segment.indexing_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
+                segment.completed_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 segment.updated_by = current_user.id
-                segment.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                segment.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 segment.enabled = True
                 segment.disabled_at = None
                 segment.disabled_by = None
@@ -1608,7 +1608,7 @@ class SegmentService:
         except Exception as e:
             logging.exception("update segment index failed")
             segment.enabled = False
-            segment.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             segment.status = "error"
             segment.error = str(e)
             db.session.commit()

api/services/external_knowledge_service.py

@@ -1,6 +1,6 @@
 import json
 from copy import deepcopy
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any, Optional, Union
 
 import httpx
@@ -99,7 +99,7 @@ class ExternalDatasetService:
         external_knowledge_api.description = args.get("description", "")
         external_knowledge_api.settings = json.dumps(args.get("settings"), ensure_ascii=False)
         external_knowledge_api.updated_by = user_id
-        external_knowledge_api.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        external_knowledge_api.updated_at = datetime.now(UTC).replace(tzinfo=None)
         db.session.commit()
 
         return external_knowledge_api

api/services/file_service.py

@@ -77,7 +77,7 @@ class FileService:
             mime_type=mimetype,
             created_by_role=(CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER),
             created_by=user.id,
-            created_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+            created_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
             used=False,
             hash=hashlib.sha3_256(content).hexdigest(),
             source_url=source_url,
@@ -123,10 +123,10 @@ class FileService:
             mime_type="text/plain",
             created_by=current_user.id,
             created_by_role=CreatedByRole.ACCOUNT,
-            created_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+            created_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
             used=True,
             used_by=current_user.id,
-            used_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+            used_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
         )
 
         db.session.add(upload_file)

api/services/model_load_balancing_service.py

@@ -371,7 +371,7 @@ class ModelLoadBalancingService:
 
                 load_balancing_config.name = name
                 load_balancing_config.enabled = enabled
-                load_balancing_config.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                load_balancing_config.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 db.session.commit()
 
                 self._clear_credentials_cache(tenant_id, config_id)

api/services/recommend_app/recommend_app_type.py

@@ -1,7 +1,7 @@
-from enum import Enum
+from enum import StrEnum
 
 
-class RecommendAppType(str, Enum):
+class RecommendAppType(StrEnum):
     REMOTE = "remote"
     BUILDIN = "builtin"
     DATABASE = "db"

api/services/workflow_service.py

@@ -1,7 +1,7 @@
 import json
 import time
 from collections.abc import Sequence
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Optional
 
 from core.app.apps.advanced_chat.app_config_manager import AdvancedChatAppConfigManager
@@ -115,7 +115,7 @@ class WorkflowService:
             workflow.graph = json.dumps(graph)
             workflow.features = json.dumps(features)
             workflow.updated_by = account.id
-            workflow.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
+            workflow.updated_at = datetime.now(UTC).replace(tzinfo=None)
             workflow.environment_variables = environment_variables
             workflow.conversation_variables = conversation_variables
 
@@ -148,7 +148,7 @@ class WorkflowService:
             tenant_id=app_model.tenant_id,
             app_id=app_model.id,
             type=draft_workflow.type,
-            version=str(datetime.now(timezone.utc).replace(tzinfo=None)),
+            version=str(datetime.now(UTC).replace(tzinfo=None)),
             graph=draft_workflow.graph,
             features=draft_workflow.features,
             created_by=account.id,
@@ -257,8 +257,8 @@ class WorkflowService:
         workflow_node_execution.elapsed_time = time.perf_counter() - start_at
         workflow_node_execution.created_by_role = CreatedByRole.ACCOUNT.value
         workflow_node_execution.created_by = account.id
-        workflow_node_execution.created_at = datetime.now(timezone.utc).replace(tzinfo=None)
-        workflow_node_execution.finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+        workflow_node_execution.created_at = datetime.now(UTC).replace(tzinfo=None)
+        workflow_node_execution.finished_at = datetime.now(UTC).replace(tzinfo=None)
 
         if run_succeeded and node_run_result:
             # create workflow node execution

api/tasks/add_document_to_index_task.py

@@ -74,7 +74,7 @@ def add_document_to_index_task(dataset_document_id: str):
     except Exception as e:
         logging.exception("add document to index failed")
         dataset_document.enabled = False
-        dataset_document.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        dataset_document.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         dataset_document.status = "error"
         dataset_document.error = str(e)
         db.session.commit()

api/tasks/annotation/enable_annotation_reply_task.py

@@ -52,7 +52,7 @@ def enable_annotation_reply_task(
             annotation_setting.score_threshold = score_threshold
             annotation_setting.collection_binding_id = dataset_collection_binding.id
             annotation_setting.updated_user_id = user_id
-            annotation_setting.updated_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            annotation_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.add(annotation_setting)
         else:
             new_app_annotation_setting = AppAnnotationSetting(

api/tasks/batch_create_segment_to_index_task.py

@@ -80,9 +80,9 @@ def batch_create_segment_to_index_task(
                 word_count=len(content),
                 tokens=tokens,
                 created_by=user_id,
-                indexing_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                indexing_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
                 status="completed",
-                completed_at=datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+                completed_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
             )
             if dataset_document.doc_form == "qa_model":
                 segment_document.answer = segment["answer"]

api/tasks/create_segment_to_index_task.py

@@ -38,7 +38,7 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]]
         # update segment status to indexing
         update_params = {
             DocumentSegment.status: "indexing",
-            DocumentSegment.indexing_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+            DocumentSegment.indexing_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
         }
         DocumentSegment.query.filter_by(id=segment.id).update(update_params)
         db.session.commit()
@@ -75,7 +75,7 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]]
         # update segment to completed
         update_params = {
             DocumentSegment.status: "completed",
-            DocumentSegment.completed_at: datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+            DocumentSegment.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None),
         }
         DocumentSegment.query.filter_by(id=segment.id).update(update_params)
         db.session.commit()
@@ -87,7 +87,7 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]]
     except Exception as e:
         logging.exception("create segment to index failed")
         segment.enabled = False
-        segment.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         segment.status = "error"
         segment.error = str(e)
         db.session.commit()

api/tasks/document_indexing_sync_task.py

@@ -67,7 +67,7 @@ def document_indexing_sync_task(dataset_id: str, document_id: str):
         # check the page is updated
         if last_edited_time != page_edited_time:
             document.indexing_status = "parsing"
-            document.processing_started_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             db.session.commit()
 
             # delete all document segment and index

api/tasks/document_indexing_task.py

@@ -50,7 +50,7 @@ def document_indexing_task(dataset_id: str, document_ids: list):
             if document:
                 document.indexing_status = "error"
                 document.error = str(e)
-                document.stopped_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+                document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                 db.session.add(document)
         db.session.commit()
         return
@@ -64,7 +64,7 @@ def document_indexing_task(dataset_id: str, document_ids: list):
 
         if document:
             document.indexing_status = "parsing"
-            document.processing_started_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+            document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
             documents.append(document)
             db.session.add(document)
     db.session.commit()

api/tasks/document_indexing_update_task.py

@@ -30,7 +30,7 @@ def document_indexing_update_task(dataset_id: str, document_id: str):
         raise NotFound("Document not found")
 
     document.indexing_status = "parsing"
-    document.processing_started_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+    document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
     db.session.commit()
 
     # delete all document segment and index

api/tasks/enable_segment_to_index_task.py

@@ -71,7 +71,7 @@ def enable_segment_to_index_task(segment_id: str):
     except Exception as e:
         logging.exception("enable segment to index failed")
         segment.enabled = False
-        segment.disabled_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
+        segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
         segment.status = "error"
         segment.error = str(e)
         db.session.commit()

api/tests/unit_tests/core/workflow/nodes/answer/test_answer_stream_processor.py

@@ -1,6 +1,6 @@
 import uuid
 from collections.abc import Generator
-from datetime import datetime, timezone
+from datetime import UTC, datetime, timezone
 
 from core.workflow.entities.variable_pool import VariablePool
 from core.workflow.enums import SystemVariableKey
@@ -29,7 +29,7 @@ def _recursive_process(graph: Graph, next_node_id: str) -> Generator[GraphEngine
 
 
 def _publish_events(graph: Graph, next_node_id: str) -> Generator[GraphEngineEvent, None, None]:
-    route_node_state = RouteNodeState(node_id=next_node_id, start_at=datetime.now(timezone.utc).replace(tzinfo=None))
+    route_node_state = RouteNodeState(node_id=next_node_id, start_at=datetime.now(UTC).replace(tzinfo=None))
 
     parallel_id = graph.node_parallel_mapping.get(next_node_id)
     parallel_start_node_id = None
@@ -68,7 +68,7 @@ def _publish_events(graph: Graph, next_node_id: str) -> Generator[GraphEngineEve
             )
 
     route_node_state.status = RouteNodeState.Status.SUCCESS
-    route_node_state.finished_at = datetime.now(timezone.utc).replace(tzinfo=None)
+    route_node_state.finished_at = datetime.now(UTC).replace(tzinfo=None)
     yield NodeRunSucceededEvent(
         id=node_execution_id,
         node_id=next_node_id,