| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145 | # -*- coding:utf-8 -*-import loggingimport servicesfrom controllers.console import apifrom controllers.console.app.error import (CompletionRequestError, ProviderModelCurrentlyNotSupportError,                                           ProviderNotInitializeError, ProviderQuotaExceededError)from controllers.console.explore.error import AppSuggestedQuestionsAfterAnswerDisabledErrorfrom controllers.console.universal_chat.wraps import UniversalChatResourcefrom core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededErrorfrom core.model_runtime.errors.invoke import InvokeErrorfrom flask_login import current_userfrom flask_restful import fields, marshal_with, reqparsefrom flask_restful.inputs import int_rangefrom libs.helper import TimestampField, uuid_valuefrom services.errors.conversation import ConversationNotExistsErrorfrom services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledErrorfrom services.message_service import MessageServicefrom werkzeug.exceptions import InternalServerError, NotFoundclass UniversalChatMessageListApi(UniversalChatResource):    feedback_fields = {        'rating': fields.String    }    agent_thought_fields = {        'id': fields.String,        'chain_id': fields.String,        'message_id': fields.String,        'position': fields.Integer,        'thought': fields.String,        'tool': fields.String,        'tool_input': fields.String,        'created_at': TimestampField    }    retriever_resource_fields = {        '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    }    message_fields = {        'id': fields.String,        'conversation_id': fields.String,        'inputs': fields.Raw,        'query': fields.String,        'answer': fields.String,        '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))    }    message_infinite_scroll_pagination_fields = {        'limit': fields.Integer,        'has_more': fields.Boolean,        'data': fields.List(fields.Nested(message_fields))    }    @marshal_with(message_infinite_scroll_pagination_fields)    def get(self, universal_app):        app_model = universal_app        parser = reqparse.RequestParser()        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')        args = parser.parse_args()        try:            return MessageService.pagination_by_first_id(app_model, current_user,                                                     args['conversation_id'], args['first_id'], args['limit'])        except services.errors.conversation.ConversationNotExistsError:            raise NotFound("Conversation Not Exists.")        except services.errors.message.FirstMessageNotExistsError:            raise NotFound("First Message Not Exists.")class UniversalChatMessageFeedbackApi(UniversalChatResource):    def post(self, universal_app, message_id):        app_model = universal_app        message_id = str(message_id)        parser = reqparse.RequestParser()        parser.add_argument('rating', type=str, choices=['like', 'dislike', None], location='json')        args = parser.parse_args()        try:            MessageService.create_feedback(app_model, message_id, current_user, args['rating'])        except services.errors.message.MessageNotExistsError:            raise NotFound("Message Not Exists.")        return {'result': 'success'}class UniversalChatMessageSuggestedQuestionApi(UniversalChatResource):    def get(self, universal_app, message_id):        app_model = universal_app        message_id = str(message_id)        try:            questions = MessageService.get_suggested_questions_after_answer(                app_model=app_model,                user=current_user,                message_id=message_id            )        except MessageNotExistsError:            raise NotFound("Message not found")        except ConversationNotExistsError:            raise NotFound("Conversation not found")        except SuggestedQuestionsAfterAnswerDisabledError:            raise AppSuggestedQuestionsAfterAnswerDisabledError()        except ProviderTokenNotInitError:            raise ProviderNotInitializeError()        except QuotaExceededError:            raise ProviderQuotaExceededError()        except ModelCurrentlyNotSupportError:            raise ProviderModelCurrentlyNotSupportError()        except InvokeError as e:            raise CompletionRequestError(e.description)        except Exception:            logging.exception("internal server error.")            raise InternalServerError()        return {'data': questions}api.add_resource(UniversalChatMessageListApi, '/universal-chat/messages')api.add_resource(UniversalChatMessageFeedbackApi, '/universal-chat/messages/<uuid:message_id>/feedbacks')api.add_resource(UniversalChatMessageSuggestedQuestionApi, '/universal-chat/messages/<uuid:message_id>/suggested-questions')
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