from django.db.models import Count, Q from django_filters.rest_framework import BooleanFilter, FilterSet from .models import Document class DocumentFilter(FilterSet): spans__isnull = BooleanFilter(field_name='spans', method='filter_annotations') categories__isnull = BooleanFilter(field_name='categories', method='filter_annotations') texts__isnull = BooleanFilter(field_name='texts', method='filter_annotations') def filter_annotations(self, queryset, field_name, value): queryset = queryset.annotate(num_annotations=Count( expression=field_name, filter=Q(**{f"{field_name}__user": self.request.user}) | Q(project__collaborative_annotation=True) ) ) should_have_annotations = not value if should_have_annotations: queryset = queryset.filter(num_annotations__gte=1) else: queryset = queryset.filter(num_annotations__lte=0) return queryset class Meta: model = Document fields = ( 'project', 'text', 'created_at', 'updated_at', 'categories__label__id', 'spans__label__id', 'categories__isnull', 'spans__isnull', 'texts__isnull' )