# -*- coding:utf-8 -*-
import json
import logging
from typing import Generator, Union

import services
from controllers.web import api
from controllers.web.error import (AppMoreLikeThisDisabledError, AppSuggestedQuestionsAfterAnswerDisabledError,
                                   CompletionRequestError, NotChatAppError, NotCompletionAppError,
                                   ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError,
                                   ProviderQuotaExceededError)
from controllers.web.wraps import WebApiResource
from core.entities.application_entities import InvokeFrom
from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
from core.model_runtime.errors.invoke import InvokeError
from fields.conversation_fields import message_file_fields
from fields.message_fields import agent_thought_fields
from flask import Response, stream_with_context
from flask_restful import fields, marshal_with, reqparse
from flask_restful.inputs import int_range
from libs.helper import TimestampField, uuid_value
from services.completion_service import CompletionService
from services.errors.app import MoreLikeThisDisabledError
from services.errors.conversation import ConversationNotExistsError
from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError
from services.message_service import MessageService
from werkzeug.exceptions import InternalServerError, NotFound


class MessageListApi(WebApiResource):
    feedback_fields = {
        'rating': fields.String
    }

    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,
        'message_files': fields.List(fields.Nested(message_file_fields), attribute='files'),
        '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, app_model, end_user):
        if app_model.mode != 'chat':
            raise NotChatAppError()

        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, end_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 MessageFeedbackApi(WebApiResource):
    def post(self, app_model, end_user, message_id):
        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, end_user, args['rating'])
        except services.errors.message.MessageNotExistsError:
            raise NotFound("Message Not Exists.")

        return {'result': 'success'}


class MessageMoreLikeThisApi(WebApiResource):
    def get(self, app_model, end_user, message_id):
        if app_model.mode != 'completion':
            raise NotCompletionAppError()

        message_id = str(message_id)

        parser = reqparse.RequestParser()
        parser.add_argument('response_mode', type=str, required=True, choices=['blocking', 'streaming'], location='args')
        args = parser.parse_args()

        streaming = args['response_mode'] == 'streaming'

        try:
            response = CompletionService.generate_more_like_this(
                app_model=app_model,
                user=end_user,
                message_id=message_id,
                invoke_from=InvokeFrom.WEB_APP,
                streaming=streaming
            )

            return compact_response(response)
        except MessageNotExistsError:
            raise NotFound("Message Not Exists.")
        except MoreLikeThisDisabledError:
            raise AppMoreLikeThisDisabledError()
        except ProviderTokenNotInitError as ex:
            raise ProviderNotInitializeError(ex.description)
        except QuotaExceededError:
            raise ProviderQuotaExceededError()
        except ModelCurrentlyNotSupportError:
            raise ProviderModelCurrentlyNotSupportError()
        except InvokeError as e:
            raise CompletionRequestError(e.description)
        except ValueError as e:
            raise e
        except Exception:
            logging.exception("internal server error.")
            raise InternalServerError()


def compact_response(response: Union[dict, Generator]) -> Response:
    if isinstance(response, dict):
        return Response(response=json.dumps(response), status=200, mimetype='application/json')
    else:
        def generate() -> Generator:
            for chunk in response:
                yield chunk

        return Response(stream_with_context(generate()), status=200,
                        mimetype='text/event-stream')


class MessageSuggestedQuestionApi(WebApiResource):
    def get(self, app_model, end_user, message_id):
        if app_model.mode != 'chat':
            raise NotCompletionAppError()

        message_id = str(message_id)

        try:
            questions = MessageService.get_suggested_questions_after_answer(
                app_model=app_model,
                user=end_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 as ex:
            raise ProviderNotInitializeError(ex.description)
        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(MessageListApi, '/messages')
api.add_resource(MessageFeedbackApi, '/messages/<uuid:message_id>/feedbacks')
api.add_resource(MessageMoreLikeThisApi, '/messages/<uuid:message_id>/more-like-this')
api.add_resource(MessageSuggestedQuestionApi, '/messages/<uuid:message_id>/suggested-questions')