from typing import Any, Dict from django.db.models import Count from zerver.models import Realm, RealmAuditLog, UserProfile def realm_user_count(realm: Realm) -> int: return UserProfile.objects.filter(realm=realm, is_active=True, is_bot=False).count() def realm_user_count_by_role(realm: Realm) -> Dict[str, Any]: human_counts = { str(UserProfile.ROLE_REALM_ADMINISTRATOR): 0, str(UserProfile.ROLE_REALM_OWNER): 0, str(UserProfile.ROLE_MODERATOR): 0, str(UserProfile.ROLE_MEMBER): 0, str(UserProfile.ROLE_GUEST): 0, } for value_dict in list( UserProfile.objects.filter(realm=realm, is_bot=False, is_active=True) .values("role") .annotate(Count("role")) ): human_counts[str(value_dict["role"])] = value_dict["role__count"] bot_count = UserProfile.objects.filter(realm=realm, is_bot=True, is_active=True).count() return { RealmAuditLog.ROLE_COUNT_HUMANS: human_counts, RealmAuditLog.ROLE_COUNT_BOTS: bot_count, }