# -*- coding: utf-8 -*- # from collections import defaultdict from django.db.models import Count, F, Q from django.http.response import JsonResponse from rest_framework.views import APIView from accounts.models import ( Account, GatherAccountsAutomation, PushAccountAutomation, BackupAccountAutomation, AccountRisk, IntegrationApplication, ChangeSecretAutomation ) from assets.const import AllTypes from common.utils.timezone import local_monday __all__ = ['PamDashboardApi'] class PamDashboardApi(APIView): http_method_names = ['get'] rbac_perms = { 'GET': 'accounts.view_account', } @staticmethod def get_type_to_accounts(): result = Account.objects.annotate(type=F('asset__platform__type')) \ .values('type').order_by('type').annotate(total=Count(1)) all_types_dict = dict(AllTypes.choices()) return [ {**i, 'label': all_types_dict.get(i['type'], i['type'])} for i in result ] @staticmethod def get_account_risk_data(_all, query_params): agg_map = { 'total_long_time_no_login_accounts': ('long_time_no_login_count', Q(risk='long_time_no_login')), 'total_new_found_accounts': ('new_found_count', Q(risk='new_found')), 'total_group_changed_accounts': ('group_changed_count', Q(risk='group_changed')), 'total_sudo_changed_accounts': ('sudo_changed_count', Q(risk='sudo_changed')), 'total_authorized_keys_changed_accounts': ( 'authorized_keys_changed_count', Q(risk='authorized_keys_changed')), 'total_account_deleted_accounts': ('account_deleted_count', Q(risk='account_deleted')), 'total_password_expired_accounts': ('password_expired_count', Q(risk='password_expired')), 'total_long_time_password_accounts': ('long_time_password_count', Q(risk='long_time_password')), 'total_weak_password_accounts': ('weak_password_count', Q(risk='weak_password')), 'total_leaked_password_accounts': ('leaked_password_count', Q(risk='leaked_password')), 'total_repeated_password_accounts': ('repeated_password_count', Q(risk='repeated_password')), 'total_password_error_accounts': ('password_error_count', Q(risk='password_error')), 'total_no_admin_account_accounts': ('no_admin_account_count', Q(risk='no_admin_account')), } aggregations = { agg_key: Count('account_id', distinct=True, filter=agg_filter) for param_key, (agg_key, agg_filter) in agg_map.items() if _all or query_params.get(param_key) } data = {} if aggregations: account_stats = AccountRisk.objects.filter(account__isnull=False).aggregate(**aggregations) data = {param_key: account_stats.get(agg_key) for param_key, (agg_key, _) in agg_map.items() if agg_key in account_stats} return data @staticmethod def get_account_data(_all, query_params): agg_map = { 'total_accounts': ('total_count', Count('id')), 'total_privileged_accounts': ('privileged_count', Count('id', filter=Q(privileged=True))), 'total_connectivity_ok_accounts': ('connectivity_ok_count', Count('id', filter=Q(connectivity='ok'))), 'total_secret_reset_accounts': ('secret_reset_count', Count('id', filter=Q(secret_reset=True))), 'total_valid_accounts': ('valid_count', Count('id', filter=Q(is_active=True))), 'total_week_add_accounts': ('week_add_count', Count('id', filter=Q(date_created__gte=local_monday()))), } aggregations = { agg_key: agg_expr for param_key, (agg_key, agg_expr) in agg_map.items() if _all or query_params.get(param_key) } data = {} account_stats = Account.objects.aggregate(**aggregations) for param_key, (agg_key, __) in agg_map.items(): if agg_key in account_stats: data[param_key] = account_stats[agg_key] if _all or query_params.get('total_ordinary_accounts'): if 'total_count' in account_stats and 'privileged_count' in account_stats: data['total_ordinary_accounts'] = \ account_stats['total_count'] - account_stats['privileged_count'] return data @staticmethod def get_automation_counts(_all, query_params): automation_counts = defaultdict(int) automation_models = { 'total_count_change_secret_automation': ChangeSecretAutomation, 'total_count_gathered_account_automation': GatherAccountsAutomation, 'total_count_push_account_automation': PushAccountAutomation, 'total_count_backup_account_automation': BackupAccountAutomation, 'total_count_integration_application': IntegrationApplication, } for param_key, model in automation_models.items(): if _all or query_params.get(param_key): automation_counts[param_key] = model.objects.count() return automation_counts def get(self, request, *args, **kwargs): query_params = self.request.query_params _all = query_params.get('all') data = {} data.update(self.get_account_data(_all, query_params)) data.update(self.get_account_risk_data(_all, query_params)) data.update(self.get_automation_counts(_all, query_params)) if _all or query_params.get('total_count_type_to_accounts'): data.update({ 'total_count_type_to_accounts': self.get_type_to_accounts(), }) return JsonResponse(data, status=200)