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										 |  |  | import logging | 
					
						
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										 |  |  | from flask_restful import Resource, fields, marshal_with, reqparse  # type: ignore | 
					
						
							|  |  |  | from flask_restful.inputs import int_range  # type: ignore | 
					
						
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										 |  |  | from werkzeug.exceptions import BadRequest, InternalServerError, NotFound | 
					
						
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										 |  |  | import services | 
					
						
							|  |  |  | from controllers.service_api import api | 
					
						
							|  |  |  | from controllers.service_api.app.error import NotChatAppError | 
					
						
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										 |  |  | from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token | 
					
						
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										 |  |  | from core.app.entities.app_invoke_entities import InvokeFrom | 
					
						
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										 |  |  | from fields.conversation_fields import message_file_fields | 
					
						
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										 |  |  | from fields.raws import FilesContainedField | 
					
						
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										 |  |  | from libs.helper import TimestampField, uuid_value | 
					
						
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										 |  |  | from models.model import App, AppMode, EndUser | 
					
						
							|  |  |  | from services.errors.message import SuggestedQuestionsAfterAnswerDisabledError | 
					
						
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										 |  |  | from services.message_service import MessageService | 
					
						
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										 |  |  | class MessageListApi(Resource): | 
					
						
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										 |  |  |     feedback_fields = {"rating": fields.String} | 
					
						
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										 |  |  |     retriever_resource_fields = { | 
					
						
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										 |  |  |         "id": fields.String, | 
					
						
							|  |  |  |         "message_id": fields.String, | 
					
						
							|  |  |  |         "position": fields.Integer, | 
					
						
							|  |  |  |         "dataset_id": fields.String, | 
					
						
							|  |  |  |         "dataset_name": fields.String, | 
					
						
							|  |  |  |         "document_id": fields.String, | 
					
						
							|  |  |  |         "document_name": fields.String, | 
					
						
							|  |  |  |         "data_source_type": fields.String, | 
					
						
							|  |  |  |         "segment_id": fields.String, | 
					
						
							|  |  |  |         "score": fields.Float, | 
					
						
							|  |  |  |         "hit_count": fields.Integer, | 
					
						
							|  |  |  |         "word_count": fields.Integer, | 
					
						
							|  |  |  |         "segment_position": fields.Integer, | 
					
						
							|  |  |  |         "index_node_hash": fields.String, | 
					
						
							|  |  |  |         "content": fields.String, | 
					
						
							|  |  |  |         "created_at": TimestampField, | 
					
						
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										 |  |  |     } | 
					
						
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										 |  |  |     agent_thought_fields = { | 
					
						
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										 |  |  |         "id": fields.String, | 
					
						
							|  |  |  |         "chain_id": fields.String, | 
					
						
							|  |  |  |         "message_id": fields.String, | 
					
						
							|  |  |  |         "position": fields.Integer, | 
					
						
							|  |  |  |         "thought": fields.String, | 
					
						
							|  |  |  |         "tool": fields.String, | 
					
						
							|  |  |  |         "tool_labels": fields.Raw, | 
					
						
							|  |  |  |         "tool_input": fields.String, | 
					
						
							|  |  |  |         "created_at": TimestampField, | 
					
						
							|  |  |  |         "observation": fields.String, | 
					
						
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										 |  |  |         "message_files": fields.List(fields.Nested(message_file_fields)), | 
					
						
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										 |  |  |     } | 
					
						
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										 |  |  |     message_fields = { | 
					
						
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										 |  |  |         "id": fields.String, | 
					
						
							|  |  |  |         "conversation_id": fields.String, | 
					
						
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										 |  |  |         "parent_message_id": fields.String, | 
					
						
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										 |  |  |         "inputs": FilesContainedField, | 
					
						
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										 |  |  |         "query": fields.String, | 
					
						
							|  |  |  |         "answer": fields.String(attribute="re_sign_file_url_answer"), | 
					
						
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										 |  |  |         "message_files": fields.List(fields.Nested(message_file_fields)), | 
					
						
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										 |  |  |         "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True), | 
					
						
							|  |  |  |         "retriever_resources": fields.List(fields.Nested(retriever_resource_fields)), | 
					
						
							|  |  |  |         "created_at": TimestampField, | 
					
						
							|  |  |  |         "agent_thoughts": fields.List(fields.Nested(agent_thought_fields)), | 
					
						
							|  |  |  |         "status": fields.String, | 
					
						
							|  |  |  |         "error": fields.String, | 
					
						
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										 |  |  |     } | 
					
						
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							|  |  |  |     message_infinite_scroll_pagination_fields = { | 
					
						
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										 |  |  |         "limit": fields.Integer, | 
					
						
							|  |  |  |         "has_more": fields.Boolean, | 
					
						
							|  |  |  |         "data": fields.List(fields.Nested(message_fields)), | 
					
						
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										 |  |  |     } | 
					
						
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										 |  |  |     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY)) | 
					
						
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										 |  |  |     @marshal_with(message_infinite_scroll_pagination_fields) | 
					
						
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										 |  |  |     def get(self, app_model: App, end_user: EndUser): | 
					
						
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										 |  |  |         app_mode = AppMode.value_of(app_model.mode) | 
					
						
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										 |  |  |         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: | 
					
						
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										 |  |  |             raise NotChatAppError() | 
					
						
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							|  |  |  |         parser = reqparse.RequestParser() | 
					
						
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										 |  |  |         parser.add_argument("conversation_id", required=True, type=uuid_value, location="args") | 
					
						
							|  |  |  |         parser.add_argument("first_id", type=uuid_value, location="args") | 
					
						
							|  |  |  |         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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							|  |  |  |         try: | 
					
						
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										 |  |  |             return MessageService.pagination_by_first_id( | 
					
						
							|  |  |  |                 app_model, end_user, args["conversation_id"], args["first_id"], args["limit"] | 
					
						
							|  |  |  |             ) | 
					
						
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										 |  |  |         except services.errors.conversation.ConversationNotExistsError: | 
					
						
							|  |  |  |             raise NotFound("Conversation Not Exists.") | 
					
						
							|  |  |  |         except services.errors.message.FirstMessageNotExistsError: | 
					
						
							|  |  |  |             raise NotFound("First Message Not Exists.") | 
					
						
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										 |  |  | class MessageFeedbackApi(Resource): | 
					
						
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										 |  |  |     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) | 
					
						
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										 |  |  |     def post(self, app_model: App, end_user: EndUser, message_id): | 
					
						
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										 |  |  |         message_id = str(message_id) | 
					
						
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							|  |  |  |         parser = reqparse.RequestParser() | 
					
						
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										 |  |  |         parser.add_argument("rating", type=str, choices=["like", "dislike", None], location="json") | 
					
						
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										 |  |  |         parser.add_argument("content", type=str, location="json") | 
					
						
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										 |  |  |         args = parser.parse_args() | 
					
						
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							|  |  |  |         try: | 
					
						
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										 |  |  |             MessageService.create_feedback( | 
					
						
							|  |  |  |                 app_model=app_model, | 
					
						
							|  |  |  |                 message_id=message_id, | 
					
						
							|  |  |  |                 user=end_user, | 
					
						
							|  |  |  |                 rating=args.get("rating"), | 
					
						
							|  |  |  |                 content=args.get("content"), | 
					
						
							|  |  |  |             ) | 
					
						
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										 |  |  |         except services.errors.message.MessageNotExistsError: | 
					
						
							|  |  |  |             raise NotFound("Message Not Exists.") | 
					
						
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										 |  |  |         return {"result": "success"} | 
					
						
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										 |  |  | class MessageSuggestedApi(Resource): | 
					
						
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										 |  |  |     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY, required=True)) | 
					
						
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										 |  |  |     def get(self, app_model: App, end_user: EndUser, message_id): | 
					
						
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										 |  |  |         message_id = str(message_id) | 
					
						
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										 |  |  |         app_mode = AppMode.value_of(app_model.mode) | 
					
						
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										 |  |  |         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: | 
					
						
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										 |  |  |             raise NotChatAppError() | 
					
						
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										 |  |  |         try: | 
					
						
							|  |  |  |             questions = MessageService.get_suggested_questions_after_answer( | 
					
						
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										 |  |  |                 app_model=app_model, user=end_user, message_id=message_id, invoke_from=InvokeFrom.SERVICE_API | 
					
						
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										 |  |  |             ) | 
					
						
							|  |  |  |         except services.errors.message.MessageNotExistsError: | 
					
						
							|  |  |  |             raise NotFound("Message Not Exists.") | 
					
						
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										 |  |  |         except SuggestedQuestionsAfterAnswerDisabledError: | 
					
						
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										 |  |  |             raise BadRequest("Suggested Questions Is Disabled.") | 
					
						
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										 |  |  |         except Exception: | 
					
						
							|  |  |  |             logging.exception("internal server error.") | 
					
						
							|  |  |  |             raise InternalServerError() | 
					
						
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										 |  |  |         return {"result": "success", "data": questions} | 
					
						
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										 |  |  | api.add_resource(MessageListApi, "/messages") | 
					
						
							|  |  |  | api.add_resource(MessageFeedbackApi, "/messages/<uuid:message_id>/feedbacks") | 
					
						
							|  |  |  | api.add_resource(MessageSuggestedApi, "/messages/<uuid:message_id>/suggested") |