def testTripGeojson(self):
eaist.segment_current_trips(self.testUUID)
eaiss.segment_current_sections(self.testUUID)
eaicl.filter_current_sections(self.testUUID)
tl = esdtl.get_raw_timeline(self.testUUID, 1440658800, 1440745200)
self.assertEquals(len(tl.trips), 8)
eaicr.clean_and_resample(self.testUUID)
tl = esdtl.get_cleaned_timeline(self.testUUID, 1440658800, 1440745200)
tl.fill_start_end_places()
created_trips = tl.trips
self.assertEquals(len(created_trips), 7)
trip_geojson = gjfc.trip_to_geojson(created_trips[0], tl)
logging.debug("first trip_geojson = %s" %
bju.dumps(trip_geojson, indent=4))
self.assertEquals(trip_geojson.type, "FeatureCollection")
self.assertEquals(trip_geojson.properties["feature_type"], "trip")
self.assertEquals(len(trip_geojson.features), 5)
day_geojson = gjfc.get_geojson_for_timeline(self.testUUID, tl)
self.assertEquals(len(day_geojson), 7)
self.assertEquals(day_geojson[-1].type, "FeatureCollection")
self.assertEquals(day_geojson[-1].properties["feature_type"], "trip")
self.assertEquals(len(day_geojson[-1].features), 5)
def testStopSectionTimeline(self):
eaist.segment_current_trips(self.testUUID)
eaiss.segment_current_sections(self.testUUID)
tl = esdt.get_raw_timeline(self.testUUID, self.day_start_ts, self.day_end_ts)
for i, element in enumerate(tl):
logging.debug("%s: %s" % (i, type(element)))
curr_type = self.get_type(element)
if curr_type == ecwrt.Rawtrip:
curr_tl = esdtq.get_raw_timeline_for_trip(self.testUUID, element.get_id())
logging.debug("Got timeline %s for trip %s" % (curr_tl, element.start_fmt_time))
prev_sub_type = None
prev_element = None
checked_count = 0
j = 0
for j, curr_element in enumerate(curr_tl):
logging.debug("curr_element = %s" % curr_element)
curr_sub_type = self.get_type(curr_element)
if prev_sub_type is not None:
checked_count = checked_count + 1
self.assertNotEqual(prev_sub_type, curr_sub_type)
if prev_sub_type == ecws.Stop:
self.assertEqual(prev_element.starting_section, curr_element.get_id())
else:
self.assertEqual(prev_sub_type, ecwsc.Section)
self.assertEqual(prev_element.end_stop, curr_element.get_id())
prev_sub_type = curr_sub_type
prev_element = curr_element
self.assertEqual(checked_count, j)
def testStopSectionTimeline(self):
eaist.segment_current_trips(self.testUUID)
eaiss.segment_current_sections(self.testUUID)
tl = esdt.get_raw_timeline(self.testUUID, self.day_start_ts,
self.day_end_ts)
for i, element in enumerate(tl):
logging.debug("%s: %s" % (i, type(element)))
curr_type = self.get_type(element)
if curr_type == ecwrt.Rawtrip:
curr_tl = esdtq.get_raw_timeline_for_trip(
self.testUUID, element.get_id())
logging.debug("Got timeline %s for trip %s" %
(curr_tl, element.start_fmt_time))
prev_sub_type = None
prev_element = None
checked_count = 0
j = 0
for j, curr_element in enumerate(curr_tl):
logging.debug("curr_element = %s" % curr_element)
curr_sub_type = self.get_type(curr_element)
if prev_sub_type is not None:
checked_count = checked_count + 1
self.assertNotEqual(prev_sub_type, curr_sub_type)
if prev_sub_type == ecws.Stop:
self.assertEqual(prev_element.starting_section,
curr_element.get_id())
else:
self.assertEqual(prev_sub_type, ecwsc.Section)
self.assertEqual(prev_element.end_stop,
curr_element.get_id())
prev_sub_type = curr_sub_type
prev_element = curr_element
self.assertEqual(checked_count, j)
def testTripGeojson(self):
eaist.segment_current_trips(self.testUUID)
eaiss.segment_current_sections(self.testUUID)
eaicl.filter_current_sections(self.testUUID)
tl = esdtl.get_raw_timeline(self.testUUID, 1440658800, 1440745200)
self.assertEquals(len(tl.trips), 9)
eaicr.clean_and_resample(self.testUUID)
eacimp.predict_mode(self.testUUID)
tl = esdtl.get_cleaned_timeline(self.testUUID, 1440658800, 1440745200)
tl.fill_start_end_places()
created_trips = tl.trips
self.assertEquals(len(created_trips), 9)
trip_geojson = gjfc.trip_to_geojson(created_trips[0], tl)
logging.debug("first trip_geojson = %s" % bju.dumps(trip_geojson, indent=4))
self.assertEquals(trip_geojson.type, "FeatureCollection")
self.assertEquals(trip_geojson.properties["feature_type"], "trip")
self.assertEquals(len(trip_geojson.features), 5)
day_geojson = gjfc.get_geojson_for_timeline(self.testUUID, tl)
self.assertEquals(len(day_geojson), 8)
self.assertEquals(day_geojson[-1].type, "FeatureCollection")
self.assertEquals(day_geojson[-1].properties["feature_type"], "trip")
self.assertEquals(len(day_geojson[-1].features), 5)
def save_cleaned_segments_for_ts(user_id, start_ts, end_ts):
"""
Take an unfiltered timeline and filter it by:
- Removing trip_entries with no section_entries (typically caused by erroneous geofence exits)
- Merging places on the two sides of a removed trip
- Removing outlier points
- Resampling at a fixed frequency, so that the heatmaps are consistent even
if the raw data was sampled at different frequencies
- Joining section_entries to each other by adding "transition" section_entries
"""
tl = esdtl.get_raw_timeline(user_id, start_ts, end_ts)
tl.fill_start_end_places()
return save_cleaned_segments_for_timeline(user_id, tl)
def save_cleaned_segments_for_ts(user_id, start_ts, end_ts):
"""
Take an unfiltered timeline and filter it by:
- Removing trip_entries with no section_entries (typically caused by erroneous geofence exits)
- Merging places on the two sides of a removed trip
- Removing outlier points
- Resampling at a fixed frequency, so that the heatmaps are consistent even
if the raw data was sampled at different frequencies
- Joining section_entries to each other by adding "transition" section_entries
"""
tl = esdtl.get_raw_timeline(user_id, start_ts, end_ts)
tl.fill_start_end_places()
return save_cleaned_segments_for_timeline(user_id, tl)
def testPlaceTripTimeline(self):
eaist.segment_current_trips(self.testUUID)
tl = esdt.get_raw_timeline(self.testUUID, self.day_start_ts,
self.day_end_ts)
self.checkPlaceTripConsistency(tl)
def testPlaceTripTimeline(self):
eaist.segment_current_trips(self.testUUID)
tl = esdt.get_raw_timeline(self.testUUID, self.day_start_ts, self.day_end_ts)
self.checkPlaceTripConsistency(tl)