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import logging |
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from flask_login import current_user |
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from flask_restful import Resource, fields, marshal_with, reqparse |
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from flask_restful.inputs import int_range |
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from werkzeug.exceptions import Forbidden, InternalServerError, NotFound |
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from controllers.console import api |
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from controllers.console.app.error import ( |
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CompletionRequestError, |
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ProviderModelCurrentlyNotSupportError, |
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ProviderNotInitializeError, |
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ProviderQuotaExceededError, |
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) |
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from controllers.console.app.wraps import get_app_model |
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from controllers.console.explore.error import AppSuggestedQuestionsAfterAnswerDisabledError |
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from controllers.console.wraps import ( |
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account_initialization_required, |
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cloud_edition_billing_resource_check, |
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setup_required, |
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) |
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from core.app.entities.app_invoke_entities import InvokeFrom |
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from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError |
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from core.model_runtime.errors.invoke import InvokeError |
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from extensions.ext_database import db |
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from fields.conversation_fields import annotation_fields, message_detail_fields |
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from libs.helper import uuid_value |
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from libs.infinite_scroll_pagination import InfiniteScrollPagination |
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from libs.login import login_required |
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from models.model import AppMode, Conversation, Message, MessageAnnotation, MessageFeedback |
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from services.annotation_service import AppAnnotationService |
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from services.errors.conversation import ConversationNotExistsError |
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from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError |
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from services.message_service import MessageService |
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class ChatMessageListApi(Resource): |
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message_infinite_scroll_pagination_fields = { |
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"limit": fields.Integer, |
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"has_more": fields.Boolean, |
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"data": fields.List(fields.Nested(message_detail_fields)), |
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} |
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@setup_required |
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@login_required |
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@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT]) |
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@account_initialization_required |
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@marshal_with(message_infinite_scroll_pagination_fields) |
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def get(self, app_model): |
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parser = reqparse.RequestParser() |
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parser.add_argument("conversation_id", required=True, type=uuid_value, location="args") |
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parser.add_argument("first_id", type=uuid_value, location="args") |
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parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args") |
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args = parser.parse_args() |
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conversation = ( |
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db.session.query(Conversation) |
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.filter(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id) |
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.first() |
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) |
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if not conversation: |
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raise NotFound("Conversation Not Exists.") |
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if args["first_id"]: |
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first_message = ( |
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db.session.query(Message) |
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.filter(Message.conversation_id == conversation.id, Message.id == args["first_id"]) |
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.first() |
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) |
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if not first_message: |
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raise NotFound("First message not found") |
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history_messages = ( |
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db.session.query(Message) |
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.filter( |
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Message.conversation_id == conversation.id, |
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Message.created_at < first_message.created_at, |
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Message.id != first_message.id, |
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) |
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.order_by(Message.created_at.desc()) |
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.limit(args["limit"]) |
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.all() |
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) |
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else: |
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history_messages = ( |
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db.session.query(Message) |
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.filter(Message.conversation_id == conversation.id) |
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.order_by(Message.created_at.desc()) |
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.limit(args["limit"]) |
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.all() |
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) |
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has_more = False |
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if len(history_messages) == args["limit"]: |
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current_page_first_message = history_messages[-1] |
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rest_count = ( |
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db.session.query(Message) |
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.filter( |
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Message.conversation_id == conversation.id, |
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Message.created_at < current_page_first_message.created_at, |
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Message.id != current_page_first_message.id, |
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) |
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.count() |
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) |
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if rest_count > 0: |
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has_more = True |
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history_messages = list(reversed(history_messages)) |
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return InfiniteScrollPagination(data=history_messages, limit=args["limit"], has_more=has_more) |
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class MessageFeedbackApi(Resource): |
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@setup_required |
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@login_required |
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@account_initialization_required |
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@get_app_model |
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def post(self, app_model): |
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parser = reqparse.RequestParser() |
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parser.add_argument("message_id", required=True, type=uuid_value, location="json") |
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parser.add_argument("rating", type=str, choices=["like", "dislike", None], location="json") |
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args = parser.parse_args() |
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message_id = str(args["message_id"]) |
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message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first() |
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if not message: |
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raise NotFound("Message Not Exists.") |
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feedback = message.admin_feedback |
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if not args["rating"] and feedback: |
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db.session.delete(feedback) |
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elif args["rating"] and feedback: |
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feedback.rating = args["rating"] |
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elif not args["rating"] and not feedback: |
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raise ValueError("rating cannot be None when feedback not exists") |
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else: |
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feedback = MessageFeedback( |
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app_id=app_model.id, |
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conversation_id=message.conversation_id, |
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message_id=message.id, |
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rating=args["rating"], |
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from_source="admin", |
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from_account_id=current_user.id, |
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) |
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db.session.add(feedback) |
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db.session.commit() |
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return {"result": "success"} |
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class MessageAnnotationApi(Resource): |
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@setup_required |
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@login_required |
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@account_initialization_required |
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@cloud_edition_billing_resource_check("annotation") |
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@get_app_model |
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@marshal_with(annotation_fields) |
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def post(self, app_model): |
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if not current_user.is_editor: |
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raise Forbidden() |
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parser = reqparse.RequestParser() |
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parser.add_argument("message_id", required=False, type=uuid_value, location="json") |
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parser.add_argument("question", required=True, type=str, location="json") |
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parser.add_argument("answer", required=True, type=str, location="json") |
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parser.add_argument("annotation_reply", required=False, type=dict, location="json") |
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args = parser.parse_args() |
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annotation = AppAnnotationService.up_insert_app_annotation_from_message(args, app_model.id) |
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return annotation |
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class MessageAnnotationCountApi(Resource): |
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@setup_required |
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@login_required |
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@account_initialization_required |
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@get_app_model |
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def get(self, app_model): |
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count = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app_model.id).count() |
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return {"count": count} |
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class MessageSuggestedQuestionApi(Resource): |
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@setup_required |
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@login_required |
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@account_initialization_required |
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@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT]) |
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def get(self, app_model, message_id): |
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message_id = str(message_id) |
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try: |
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questions = MessageService.get_suggested_questions_after_answer( |
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app_model=app_model, message_id=message_id, user=current_user, invoke_from=InvokeFrom.DEBUGGER |
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) |
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except MessageNotExistsError: |
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raise NotFound("Message not found") |
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except ConversationNotExistsError: |
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raise NotFound("Conversation not found") |
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except ProviderTokenNotInitError as ex: |
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raise ProviderNotInitializeError(ex.description) |
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except QuotaExceededError: |
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raise ProviderQuotaExceededError() |
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except ModelCurrentlyNotSupportError: |
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raise ProviderModelCurrentlyNotSupportError() |
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except InvokeError as e: |
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raise CompletionRequestError(e.description) |
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except SuggestedQuestionsAfterAnswerDisabledError: |
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raise AppSuggestedQuestionsAfterAnswerDisabledError() |
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except Exception: |
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logging.exception("internal server error.") |
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raise InternalServerError() |
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return {"data": questions} |
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class MessageApi(Resource): |
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@setup_required |
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@login_required |
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@account_initialization_required |
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@get_app_model |
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@marshal_with(message_detail_fields) |
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def get(self, app_model, message_id): |
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message_id = str(message_id) |
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message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first() |
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if not message: |
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raise NotFound("Message Not Exists.") |
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return message |
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api.add_resource(MessageSuggestedQuestionApi, "/apps/<uuid:app_id>/chat-messages/<uuid:message_id>/suggested-questions") |
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api.add_resource(ChatMessageListApi, "/apps/<uuid:app_id>/chat-messages", endpoint="console_chat_messages") |
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api.add_resource(MessageFeedbackApi, "/apps/<uuid:app_id>/feedbacks") |
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api.add_resource(MessageAnnotationApi, "/apps/<uuid:app_id>/annotations") |
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api.add_resource(MessageAnnotationCountApi, "/apps/<uuid:app_id>/annotations/count") |
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api.add_resource(MessageApi, "/apps/<uuid:app_id>/messages/<uuid:message_id>", endpoint="console_message") |
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