from django.db.models import Count, Manager class AnnotationManager(Manager): def calc_label_distribution(self, examples, users, labels): """Calculate label distribution. Args: examples: example queryset. users: user queryset. labels: label queryset. Returns: label distribution per user. Examples: >>> self.calc_label_distribution(examples, users, labels) {'admin': {'positive': 10, 'negative': 5}} """ distribution = {user.username: {label.text: 0 for label in labels} for user in users} items = self.filter(example_id__in=examples)\ .values('user__username', 'label__text')\ .annotate(count=Count('label__text')) for item in items: username = item['user__username'] label = item['label__text'] count = item['count'] distribution[username][label] = count return distribution class ExampleManager(Manager): def bulk_create(self, objs, batch_size=None, ignore_conflicts=False): super().bulk_create(objs, batch_size=batch_size, ignore_conflicts=ignore_conflicts) uuids = [data.uuid for data in objs] examples = self.in_bulk(uuids, field_name='uuid') return [examples[uid] for uid in uuids] class ExampleStateManager(Manager): def count_done(self, examples, user=None): if user: queryset = self.filter(example_id__in=examples, confirmed_by=user) else: queryset = self.filter(example_id__in=examples) return queryset.distinct().values('example').count() def measure_member_progress(self, examples, members): done_count = self.filter(example_id__in=examples)\ .values('confirmed_by__username')\ .annotate(total=Count('confirmed_by')) response = { 'total': examples.count(), 'progress': [ { 'user': obj['confirmed_by__username'], 'done': obj['total'] } for obj in done_count ] } members_with_progress = {o['confirmed_by__username'] for o in done_count} for member in members: if member.username not in members_with_progress: response['progress'].append({ 'user': member.username, 'done': 0 }) return response