def trunc_5_minutes(data) -> str:
    return (data + timedelta(minutes=5)).strftime('%H:%M')

def is_bad_hr(data, critical_value_hr_max, critical_value_hr_min) -> bool:

    print(data, critical_value_hr_min,critical_value_hr_max, data > critical_value_hr_max or data < critical_value_hr_min)
    if data > critical_value_hr_max or data < critical_value_hr_min:
        return True
    else:
        return False

def is_bad_bo(data, critical_value_bo_min) -> bool:
    print(data, critical_value_bo_min,data < critical_value_bo_min)
    if data < critical_value_bo_min:
        return True
    else:
        return False

def attach_for_polyclinic_as_critical_value(request, id_polyclinic):
    context = {}
    attach_list_with_critical_parametrs =
Attachment.objects.prefetch_related('pacient','pacient__pacient_hr','pacient__pacient_bo').filter(
        polyclinic = id_polyclinic,
        confirmation_pacient = True,
        confirmation_polyclynic = True
    )

    d = {}
    result_list=[]
    for i in attach_list_with_critical_parametrs:
        for b in i.pacient.pacient_hr.filter(datetime__date = datetime.today().date()):
            trunced_date = trunc_5_minutes(b.datetime)
            if trunced_date not in d:
                d[trunced_date] = {'hr': [b.HR], 'bo': []}
            else:
                d[trunced_date]['hr'].append(b.HR)
        for b in i.pacient.pacient_bo.filter(datetime__date = datetime.today().date()):
            trunced_date = trunc_5_minutes(b.datetime)
            if trunced_date not in d:
                d[trunced_date] = {'bo': [b.BO], 'hr': []}
            else:
                d[trunced_date]['bo'].append(b.BO)

        for key, values in d.items():
            if any(is_bad_hr(x, i.critical_value.pulse_max, i.critical_value.pulse_min) for x in values['hr']) or any(is_bad_bo(x,i.critical_value.bo_min) for x in values['bo']):
                result_list.append({'date': key, 'patient': i.pacient, 'hr_list': values['hr'], 'bo_list': values['bo']})

    for i in result_list:
        print(i['patient'], '( ' + str(i['hr_list']) + ': HR)', '( ' + str(i['bo_list']) + ': BO)')