def test_tracker_on_mock_device(self,
                                    device_id='fake_device_1',
                                    trip_ids=['010714_00115'],
                                    remove_some_locations=True):
        if not isinstance(trip_ids, list):
            trip_ids = [trip_ids]
        tracker_id = device_id
        stop_detector_test.remove_from_redis(tracker_id)
        reports = []
        for trip_id in trip_ids:
            day = datetime.datetime.strptime(trip_id.split('_')[0], '%d%m%y')
            now = ot_utils.get_localtime_now(
            )  # we want to get the correct timezone so we take it from get_localtime_now()
            day = now.replace(year=day.year, month=day.month, day=day.day)
            trip_reports = generate_mock_reports(
                device_id=device_id,
                trip_id=trip_id,
                nostop_percent=0.05,
                day=day)
            reports += trip_reports

        if remove_some_locations:
            for report in reports[::2]:
                del report.my_loc_mock
            logger.addFilter(
                MessageExcludeFilter(
                    'skipped because it has not location data'))

        matched_trips = self.track_mock_reports(reports, tracker_id)
        for matched_trip in matched_trips:
            timetable.services.get_trip(matched_trip).print_stoptimes()
        self.assertEquals(len(matched_trips), len(trip_ids))
        self.assertEquals(sorted(matched_trips), sorted(trip_ids))
        stop_detector_test.remove_from_redis(tracker_id)
                               get_redis_client,
                               load_by_key, 
                               save_by_key)
import stop_detector_test
import stop_detector
import trip_matcher
import trip_ground_truth
from alg_logger import MessageExcludeFilter
import train_tracker_test


def run_tracker_on_trips_without_ground_truth(device_ids=None):    
    trip_suffixes_list = []
    if not device_ids:
        device_ids = [x for x in trip_ground_truth.data if not trip_ground_truth.data[x]]
    
    stop_detector_test.remove_from_redis(device_ids)
    
    for i in xrange(len(device_ids)):
        device_id = device_ids[i] 
        tracker_id, trips = train_tracker_test.track_device(device_id, do_preload_reports=True, report_limit=100)
        print 'DEVICE_ID=%s' % device_id
        for trip_id in trips:
            timetable.services.print_trip_stop_times(trip_id)
        stop_detector.print_tracked_stop_times(device_id)
        
    stop_detector_test.remove_from_redis(device_ids)
    
if __name__ == '__main__':
    logger.addFilter(MessageExcludeFilter('saving disabled!!!'))
    run_tracker_on_trips_without_ground_truth(['ofer_3138f247524647e4'])