import pandas as pd from django.db.transaction import atomic from django.http import Http404 from rest_framework.exceptions import APIException from rest_framework.permissions import IsAdminUser, IsAuthenticated from rest_framework.response import Response from rest_framework.views import APIView from ..serializers import AlimentationCommentairesSerializer from ..utils.alimentation_decorators import (data_perf_logger_factory, get_data_logger) from ..utils.decorators import execution_time, query_count from ..utils_extraction import (DataFrameTypes, FileTypes, read_files_by_type, to_table_commentaires) from ..utils_insertion import insert_Commentaires class AlimentationCommentairesView(APIView): """ Vue pour alimenter la base avec les commentaires """ permission_classes = [IsAuthenticated, IsAdminUser] serializer_class = AlimentationCommentairesSerializer def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.logger = get_data_logger(self) def get(self, request): return Response("Formulaire d'alimentation d'OGURE NG pour les commentaires") @atomic @execution_time(logger_factory=data_perf_logger_factory) @query_count(logger_factory=data_perf_logger_factory) def post(self, request): """ Charge le(s) fichier(s) et met à jour la base. :param request: requête, contient les fichiers :type request: class:`rest_framework.request.Request` :raises: class:`rest_framework.exceptions.APIException` :return: réponse :rtype: class:`rest_framework.response.Response` """ try: validator = self.serializer_class(data=request.data) validator.is_valid(raise_exception=True) df_comments = read_files_by_type({ FileTypes.COMMENTS: validator.validated_data.get('commentaires') }).get(DataFrameTypes.COMMENTS) if df_comments is not None: df = to_table_commentaires(df_comments) self.logger.info('Extraction des commentaires ------> Succès') insert_Commentaires(df) self.logger.info('Insertion des commentaires ------> Succès') else: self.logger.info('Mise à jour ignorée : commentaires') return Response({'Insertion réussie'}) except (Http404, APIException): raise except BaseException: message = "Impossible d'alimenter le(s) référentiel(s)" self.logger.exception(message) raise APIException(message)