i am working on xl sheets , when im uploading the xl sheet it is storing
into the models but i need before storing into the models validate the data

eg:
username : ,must be str not int
reference id : ,must be int not str
email : ,contains @gmail.com , not strt not int

i need to validate like above


*this is code my code *
*working but i need validations*


class UploadPersonView(APIView): permission_classes = [IsAuthenticated,
IsAdminPermission | IsSuperAdminPermission]
serializer_class = PersonUploadSerializer
def post(self, request, *args, **kwargs):
serializer = self.serializer_class(data=request.data)
serializer.is_valid(raise_exception=True)
dataset = Dataset()
file = serializer.validated_data['file']
imported_data = dataset.load(file.read(), format='xlsx')
'''uploading xl file with particular data what user mentioned in xl we are
looping the xl data
and appending into the database with same fields''' # validate data here
before upload
for data in imported_data:
person_data = UserProfile(username=d,
fullname=data[1],
mobile=d2,
email=data[3],
password=make_password(data[4]),
date_joined=data[5],
is_verified=data[6],
is_active=data[7],
is_admin=data[8],
is_manager=data[9],
is_tl=data[10],
is_agent=data[11],
orginization=data[12],
dob=data[13],
gender=data[14],
team_name_id=data[15],
role=data[16]
)
person_data.save()
return Response({'sucessfully uploaded your file'}, status=status.
HTTP_200_OK)
except:
return Response({'message': 'aaa'}, status=status.HTTP_404_NOT_FOUND)

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