In [1]:
import emission.storage.decorations.location_queries as lq
In [2]:
reload(lq)
Out[2]:
<module 'emission.storage.decorations.location_queries' from '/Users/shankari/e-mission/e-mission-server/emission/storage/decorations/location_queries.pyc'>
In [3]:
import logging
logging.getLogger().setLevel(logging.DEBUG)
In [4]:
import emission.analysis.classification.cleaning.location_smoothing as ls
In [5]:
%matplotlib inline
In [6]:
lq.get_uuid_list()
Out[6]:
[UUID('0763de67-f61e-3f5d-90e7-518e69793954'),
UUID('f955cff1-8fb8-3b42-8776-6d8874e5b90a'),
UUID('b0d937d0-70ef-305e-9563-440369012b39')]
In [7]:
import datetime as pydt
In [8]:
import pytz
In [9]:
get_jan_dt = lambda date: pydt.datetime(2015,7,date,tzinfo=pytz.timezone("America/Los_Angeles"))
In [10]:
get_jul_dt = lambda date: pydt.datetime(2015,7,date,tzinfo=pytz.timezone("America/Los_Angeles"))
In [11]:
get_aug_dt = lambda date: pydt.datetime(2015,8,date,tzinfo=pytz.timezone("America/Los_Angeles"))
In [12]:
import emission.analysis.plotting.leaflet_osm.our_plotter as lo
In [13]:
reload(lo)
Out[13]:
<module 'emission.analysis.plotting.leaflet_osm.our_plotter' from '/Users/shankari/e-mission/e-mission-server/emission/analysis/plotting/leaflet_osm/our_plotter.pyc'>
In [14]:
import emission.core.get_database as edb
In [15]:
from attrdict import AttrDict
In [16]:
import pandas as pd
In [17]:
import emission.analysis.plotting.leaflet_osm.ipython_helper as ipy
In the previous data collection, it looks like the last entries before a trip end detection all had high accuracies. This means that simply filtering by accuracy is not good enough. Let us take a look at the newer data to see if we still see that behavior.
In [18]:
import emission.core.get_database as edb
from uuid import UUID
import attrdict as ad
import datetime as pydt
import emission.analysis.point_features as pf
In [19]:
myUUID = UUID('0763de67-f61e-3f5d-90e7-518e69793954')
In [20]:
reload(lq)
Out[20]:
<module 'emission.storage.decorations.location_queries' from '/Users/shankari/e-mission/e-mission-server/emission/storage/decorations/location_queries.pyc'>
Our algorithm:
In [21]:
import emission.analysis.classification.segmentation.trip_segmentation as ts
In [22]:
reload(ts)
Out[22]:
<module 'emission.analysis.classification.segmentation.trip_segmentation' from '/Users/shankari/e-mission/e-mission-server/emission/analysis/classification/segmentation/trip_segmentation.pyc'>
In [23]:
import emission.analysis.classification.segmentation.section_segmentation as ss
In [24]:
reload(ss)
Out[24]:
<module 'emission.analysis.classification.segmentation.section_segmentation' from '/Users/shankari/e-mission/e-mission-server/emission/analysis/classification/segmentation/section_segmentation.pyc'>
In [25]:
my_points_time_df_aug_21 = lq.get_plottable_df(myUUID, "time", get_aug_dt(21), get_aug_dt(22))
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440144000000.0}}, {'data.mTime': {'$lt': 1440230400000.0}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
In [26]:
my_trips_df_aug_21 = ts.segment_into_trips(my_points_time_df_aug_21)
DEBUG:root:filtering points Int64Index([33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 55, 56, 65, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 149, 154, 155, 156, 157, 181, 186, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 220, 221, 224, ...], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (738, 29) to (530, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
------------------------------2015-08-21 07:55:01------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:07------------------------------
last5MinsDistances = [ 17.80247622] with length 1
last10PointsDistances = [ 17.80247622 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:13------------------------------
last5MinsDistances = [ 32.00804906 14.35269724] with length 2
last10PointsDistances = [ 32.00804906 14.35269724 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:19------------------------------
last5MinsDistances = [ 65.49356924 47.73423075 33.50744155] with length 3
last10PointsDistances = [ 65.49356924 47.73423075 33.50744155 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:25------------------------------
last5MinsDistances = [ 105.53473968 87.80761559 73.52677925 40.09296011] with length 4
last10PointsDistances = [ 105.53473968 87.80761559 73.52677925 40.09296011 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:30------------------------------
last5MinsDistances = [ 139.35459734 121.63018231 107.34660192 73.90970902 33.82263038] with length 5
last10PointsDistances = [ 139.35459734 121.63018231 107.34660192 73.90970902 33.82263038
0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:36------------------------------
last5MinsDistances = [ 161.5600621 143.87511321 129.56217927 96.19881371 56.11683848
22.42713866] with length 6
last10PointsDistances = [ 161.5600621 143.87511321 129.56217927 96.19881371 56.11683848
22.42713866 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:41------------------------------
last5MinsDistances = [ 159.81867349 142.48458145 128.15281084 95.68726878 56.9583022
28.12155017 17.49269294] with length 7
last10PointsDistances = [ 159.81867349 142.48458145 128.15281084 95.68726878 56.9583022
28.12155017 17.49269294 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 07:55:46------------------------------
last5MinsDistances = [ 161.10562857 144.51804067 130.48520409 100.16060422 65.52345833
44.97212895 39.03003211 21.54429243] with length 8
last10PointsDistances = [ 161.10562857 144.51804067 130.48520409 100.16060422 65.52345833
44.97212895 39.03003211 21.54429243 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 161.105628574, last10PointsDistance.max() = 161.105628574
------------------------------2015-08-21 07:55:51------------------------------
last5MinsDistances = [ 169.60401026 153.92305919 140.40860355 112.53995366 81.91004159
65.50638191 59.69554505 42.34437319 21.07947191] with length 9
last10PointsDistances = [ 153.92305919 140.40860355 112.53995366 81.91004159 65.50638191
59.69554505 42.34437319 21.07947191 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 169.604010259, last10PointsDistance.max() = 153.923059193
------------------------------2015-08-21 07:55:56------------------------------
last5MinsDistances = [ 180.62813437 166.06084524 153.26458284 128.18364071 101.47779337
88.14384143 82.61387086 65.34575284 44.12642127 23.05285866] with length 10
last10PointsDistances = [ 153.26458284 128.18364071 101.47779337 88.14384143 82.61387086
65.34575284 44.12642127 23.05285866 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 10
last5MinsDistances.max() = 180.628134375, last10PointsDistance.max() = 153.264582844
------------------------------2015-08-21 07:56:02------------------------------
last5MinsDistances = [ 186.39262811 172.39203865 159.9782393 136.23343094 111.24857467
99.12010467 93.78274954 76.52683786 55.29442645 34.2287067
11.18195602] with length 11
last10PointsDistances = [ 136.23343094 111.24857467 99.12010467 93.78274954 76.52683786
55.29442645 34.2287067 11.18195602 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 11
last5MinsDistances.max() = 186.392628107, last10PointsDistance.max() = 136.233430944
------------------------------2015-08-21 07:56:07------------------------------
last5MinsDistances = [ 197.6929332 184.3448962 172.3691031 149.9950327 126.45246935
114.85098608 109.09738958 91.95704921 70.87231081 49.79356995
26.77980739 15.73469508] with length 12
last10PointsDistances = [ 126.45246935 114.85098608 109.09738958 91.95704921 70.87231081
49.79356995 26.77980739 15.73469508 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 12
last5MinsDistances.max() = 197.692933197, last10PointsDistance.max() = 126.452469355
------------------------------2015-08-21 07:56:12------------------------------
last5MinsDistances = [ 211.65957511 199.60605212 188.53724875 168.95045752 148.68321985
139.32008049 134.279064 117.07301151 95.85017129 74.78999609
51.74123623 40.56149123 25.24898847] with length 13
last10PointsDistances = [ 139.32008049 134.279064 117.07301151 95.85017129 74.78999609
51.74123623 40.56149123 25.24898847 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 13
last5MinsDistances.max() = 211.659575113, last10PointsDistance.max() = 139.320080492
------------------------------2015-08-21 07:56:18------------------------------
last5MinsDistances = [ 232.75727934 222.01014217 211.85594086 194.79116701 177.10161225
169.11747299 164.28253022 147.08585222 125.85110445 104.79785714
81.75209169 70.57109835 55.2018696 30.01292227] with length 14
last10PointsDistances = [ 164.28253022 147.08585222 125.85110445 104.79785714 81.75209169
70.57109835 55.2018696 30.01292227 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 14
last5MinsDistances.max() = 232.757279338, last10PointsDistance.max() = 164.282530225
------------------------------2015-08-21 07:56:23------------------------------
last5MinsDistances = [ 242.27621529 231.90121742 222.00136827 205.56931209 188.40205261
180.5392006 175.56217168 158.40077216 137.20459667 116.14087834
93.0892536 81.9125393 66.46484792 41.35521307 11.42851305] with length 15
last10PointsDistances = [ 158.40077216 137.20459667 116.14087834 93.0892536 81.9125393
66.46484792 41.35521307 11.42851305 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 15
last5MinsDistances.max() = 242.276215292, last10PointsDistance.max() = 158.400772165
------------------------------2015-08-21 07:56:29------------------------------
last5MinsDistances = [ 251.23434956 240.83354463 230.89338859 214.23537299 196.52127462
187.87758734 182.23169792 165.19836425 144.16430518 123.085089
100.0528062 88.91861184 73.29240574 48.56987194 19.51539815
8.95961549] with length 16
last10PointsDistances = [ 144.16430518 123.085089 100.0528062 88.91861184 73.29240574
48.56987194 19.51539815 8.95961549 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 16
last5MinsDistances.max() = 251.234349561, last10PointsDistance.max() = 144.164305181
------------------------------2015-08-21 07:56:35------------------------------
last5MinsDistances = [ 250.9332289 240.63877725 230.77864576 214.35934722 196.96119754
188.61082464 183.15499666 166.0861743 145.00493884 123.92600876
100.88200414 89.73172658 74.14546446 49.29190467 19.86121491
8.80394759 1.82194705] with length 17
last10PointsDistances = [ 123.92600876 100.88200414 89.73172658 74.14546446 49.29190467
19.86121491 8.80394759 1.82194705 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 17
last5MinsDistances.max() = 250.933228897, last10PointsDistance.max() = 123.926008764
------------------------------2015-08-21 07:56:41------------------------------
last5MinsDistances = [ 250.34768427 240.1952441 230.44261953 214.34490808 197.37641089
189.42854869 184.23627954 167.12054721 145.97780512 124.90432692
101.85215714 90.6851785 75.16355011 50.16218697 20.37634321
8.97918505 4.26495515 2.44668714] with length 18
last10PointsDistances = [ 101.85215714 90.6851785 75.16355011 50.16218697 20.37634321
8.97918505 4.26495515 2.44668714 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 18
last5MinsDistances.max() = 250.347684271, last10PointsDistance.max() = 101.852157136
------------------------------2015-08-21 07:56:46------------------------------
last5MinsDistances = [ 250.08042506 239.93321839 230.18513595 214.10383222 197.16379112
189.24960358 184.08351329 166.96302299 145.8142551 124.74164918
101.68916788 90.52085939 75.00642165 49.99223395 20.18261892
8.77436605 4.40332796 2.59812127 0.27890722] with length 19
last10PointsDistances = [ 90.52085939 75.00642165 49.99223395 20.18261892 8.77436605
4.40332796 2.59812127 0.27890722 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 19
last5MinsDistances.max() = 250.080425059, last10PointsDistance.max() = 90.5208593882
------------------------------2015-08-21 07:56:52------------------------------
last5MinsDistances = [ 252.42683255 242.37216598 232.68789312 216.76525184 199.96452151
192.10263036 186.92526752 169.80953439 148.66514346 127.59201319
104.53971 93.37214396 77.85256237 52.84560629 23.02610728
11.60646625 6.0167939 4.35685522 2.68912786 2.85384892] with length 20
last10PointsDistances = [ 77.85256237 52.84560629 23.02610728 11.60646625 6.0167939
4.35685522 2.68912786 2.85384892 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 20
last5MinsDistances.max() = 252.426832549, last10PointsDistance.max() = 77.8525623662
------------------------------2015-08-21 07:57:17------------------------------
last5MinsDistances = [ 368.40387918 355.62483095 343.83187326 320.79300468 293.03989587
272.73367379 258.21863196 245.03232571 229.00716007 211.13288203
192.798131 184.59249008 171.48747323 157.19207128 141.58490932
135.4312768 127.40503868 128.53496982 130.22997221 130.50054536
129.34471184] with length 21
last10PointsDistances = [ 157.19207128 141.58490932 135.4312768 127.40503868 128.53496982
130.22997221 130.50054536 129.34471184 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 21
last5MinsDistances.max() = 368.40387918, last10PointsDistance.max() = 157.192071275
------------------------------2015-08-21 07:57:22------------------------------
last5MinsDistances = [ 391.23935875 378.96374614 367.50131298 345.40262879 318.66705613
299.16296347 285.05909714 271.59976592 255.13862619 236.84333021
217.84840694 209.21384574 195.55584757 179.58099173 161.24315598
153.85803686 145.33522758 146.23391146 147.63961121 147.91734011
146.37293134 27.45976729] with length 22
last10PointsDistances = [ 161.24315598 153.85803686 145.33522758 146.23391146 147.63961121
147.91734011 146.37293134 27.45976729 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 22
last5MinsDistances.max() = 391.239358749, last10PointsDistance.max() = 161.243155984
------------------------------2015-08-21 07:57:28------------------------------
last5MinsDistances = [ 407.04262248 395.01208676 383.70913645 362.04216403 335.7382976
316.52988945 302.54930386 289.01431766 272.41437477 253.97584747
234.74355984 225.94887008 212.08654424 195.44615566 175.98493207
168.08747346 159.39976955 160.18633266 161.44847027 161.72731182
160.01600451 44.96191761 17.5642713 ] with length 23
last10PointsDistances = [ 168.08747346 159.39976955 160.18633266 161.44847027 161.72731182
160.01600451 44.96191761 17.5642713 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 23
last5MinsDistances.max() = 407.042622484, last10PointsDistance.max() = 168.08747346
------------------------------2015-08-21 07:57:34------------------------------
last5MinsDistances = [ 406.01818929 393.89777584 382.53319356 360.68365533 334.15789811
314.7425213 300.63172301 287.18286226 270.69936557 252.35654309
233.2563514 224.53958545 210.76755524 194.38120935 175.26973826
167.51200078 158.8645288 159.6808939 160.980829 161.25951573
159.58997248 42.75680818 15.5831399 2.95199642] with length 24
last10PointsDistances = [ 158.8645288 159.6808939 160.980829 161.25951573 159.58997248
42.75680818 15.5831399 2.95199642 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 24
last5MinsDistances.max() = 406.018189291, last10PointsDistance.max() = 161.259515726
------------------------------2015-08-21 07:57:39------------------------------
last5MinsDistances = [ 406.91304746 394.8230403 383.47895026 361.6884595 335.23069273
315.87447086 301.79839395 288.32666594 271.81081044 253.44020676
234.3001735 225.55915569 211.75828594 195.28760308 176.05243953
168.24301579 159.58019108 160.3853875 161.67109117 161.94984727
160.2643602 43.98529881 16.73929877 1.82768053 1.3031433 ] with length 25
last10PointsDistances = [ 160.3853875 161.67109117 161.94984727 160.2643602 43.98529881
16.73929877 1.82768053 1.3031433 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 25
last5MinsDistances.max() = 406.913047456, last10PointsDistance.max() = 161.949847271
------------------------------2015-08-21 07:57:44------------------------------
last5MinsDistances = [ 405.79853372 393.75917902 382.45089677 360.77178514 334.46114975
315.25550537 301.28190843 287.74184282 271.1379673 252.69850411
233.46799958 224.67591585 210.81794103 194.19705772 174.77837405
166.90255004 158.22139908 159.0131101 160.28194912 160.56076965
158.85700446 43.73555898 16.3182577 1.27734362 2.48483226
1.893516 ] with length 26
last10PointsDistances = [ 160.28194912 160.56076965 158.85700446 43.73555898 16.3182577
1.27734362 2.48483226 1.893516 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 26
last5MinsDistances.max() = 405.798533718, last10PointsDistance.max() = 160.560769645
------------------------------2015-08-21 07:57:49------------------------------
last5MinsDistances = [ 418.58137914 406.42720399 395.0317349 373.05130046 346.28057503
326.53872838 312.1664517 298.89975952 282.62881666 264.43531424
245.50498118 236.87038581 223.17870845 206.93565716 187.84947003
180.05151594 171.38718071 172.18991254 173.4708486 173.7496286
172.05675187 53.95424445 27.65994757 12.10641061 12.59201486
11.80854545 13.21818096] with length 27
last10PointsDistances = [ 173.7496286 172.05675187 53.95424445 27.65994757 12.10641061
12.59201486 11.80854545 13.21818096 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 27
last5MinsDistances.max() = 418.581379141, last10PointsDistance.max() = 173.749628603
------------------------------2015-08-21 07:57:54------------------------------
last5MinsDistances = [ 436.35536728 424.15591193 412.71942838 390.56651583 363.47667476
343.31255331 328.60481551 315.57952043 299.58826151 281.59139646
262.8815958 254.35246375 240.76388708 224.70145342 205.65004989
197.80540944 189.12194032 189.90867977 191.1672268 191.44608375
189.72604611 70.59219022 45.22337295 29.72259614 30.4061094
29.59788051 30.90286019 17.81410769] with length 28
last10PointsDistances = [ 189.72604611 70.59219022 45.22337295 29.72259614 30.4061094
29.59788051 30.90286019 17.81410769 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 28
last5MinsDistances.max() = 436.355367278, last10PointsDistance.max() = 189.726046113
------------------------------2015-08-21 07:58:00------------------------------
last5MinsDistances = [ 453.74986793 441.69968963 430.35698501 408.44165767 381.55350292
361.48323717 346.78150892 333.75633153 317.7317463 299.68098618
280.86453431 272.257269 258.56395088 242.1484572 222.48128767
214.35628636 205.59571267 206.31733161 207.49126451 207.77010927
205.95869498 88.75412399 63.04342369 46.70732864 47.82656123
46.88005807 47.95295083 35.39045967 18.17958076] with length 29
last10PointsDistances = [ 88.75412399 63.04342369 46.70732864 47.82656123 46.88005807
47.95295083 35.39045967 18.17958076 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 29
last5MinsDistances.max() = 453.749867931, last10PointsDistance.max() = 88.7541239869
------------------------------2015-08-21 08:10:17------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 3972729.01568298 3972711.4693445 3972713.67757502 3972712.44096111
3972712.70409108 3972703.02793349 3972687.97971596 3972670.15544328
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 08:10:47------------------------------
last5MinsDistances = [ 0.10445383] with length 1
last10PointsDistances = [ 3972711.39551257 3972713.60374304 3972712.36712915 3972712.63025915
3972702.95410139 3972687.90588367 3972670.08161091 0.10445383
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 0.104453834717, last10PointsDistance.max() = 3972713.60374
------------------------------2015-08-21 08:12:48------------------------------
last5MinsDistances = [ 0.07847301 0.04567923] with length 2
last10PointsDistances = [ 3972713.64941778 3972712.41280389 3972712.67593389 3972702.99977613
3972687.95155841 3972670.12728566 0.07847301 0.04567923
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 0.078473014142, last10PointsDistance.max() = 3972713.64942
------------------------------2015-08-21 08:13:48------------------------------
last5MinsDistances = [ 0.18606536 0.16304939 0.13198203] with length 3
last10PointsDistances = [ 3972712.49178344 3972712.75491349 3972703.07875548 3972688.03053749
3972670.20626463 0.18606536 0.16304939 0.13198203
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 0.186065359314, last10PointsDistance.max() = 3972712.75491
------------------------------2015-08-21 08:14:18------------------------------
last5MinsDistances = [ 0.34807613 0.2982706 0.28259664 0.16511743] with length 4
last10PointsDistances = [ 3972712.75655767 3972703.08039925 3972688.03218084 3972670.20790782
0.34807613 0.2982706 0.28259664 0.16511743
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 0.348076130617, last10PointsDistance.max() = 3972712.75656
------------------------------2015-08-21 08:15:18------------------------------
last5MinsDistances = [ 0.05460864 0.00997503 0.12300702 0.27564527] with length 4
last10PointsDistances = [ 3972703.00855641 3972687.96033868 3972670.13606592 0.08035246
0.05460864 0.00997503 0.12300702 0.27564527
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 0.275645271157, last10PointsDistance.max() = 3972703.00856
------------------------------2015-08-21 08:15:48------------------------------
last5MinsDistances = [ 0.03481794 0.11195634 0.25246712 0.03335848] with length 4
last10PointsDistances = [ 3972687.94450819 3972670.1202354 0.11297042 0.05109965
0.03481794 0.11195634 0.25246712 0.03335848
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 0.252467120291, last10PointsDistance.max() = 3972687.94451
------------------------------2015-08-21 08:16:48------------------------------
last5MinsDistances = [ 0. 0.13198203 0.28259664 0.00997503 0.03481794] with length 5
last10PointsDistances = [ 3972670.12728566 0.07847301 0.04567923 0.
0.13198203 0.28259664 0.00997503 0.03481794
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 0.282596644372, last10PointsDistance.max() = 3972670.12729
------------------------------2015-08-21 08:17:18------------------------------
last5MinsDistances = [ 0.03335848 0.12174872 0.26003883 0.03481794 0.00997503 0.03335848] with length 6
last10PointsDistances = [ 0.11164145 0.04142056 0.03335848 0.12174872 0.26003883 0.03481794
0.00997503 0.03335848 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 6
last5MinsDistances.max() = 0.260038833094, last10PointsDistance.max() = 0.260038833094
Found trip end at 2015-08-21 08:10:17
------------------------------2015-08-21 08:28:14------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 08:28:44------------------------------
last5MinsDistances = [ 26.71481397] with length 1
last10PointsDistances = [ 26.71481397 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 08:29:14------------------------------
last5MinsDistances = [ 13.44393351 14.01418499] with length 2
last10PointsDistances = [ 13.44393351 14.01418499 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 08:29:44------------------------------
last5MinsDistances = [ 7.84809302 28.93063605 14.94192992] with length 3
last10PointsDistances = [ 7.84809302 28.93063605 14.94192992 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 08:30:14------------------------------
last5MinsDistances = [ 1.12207951 25.63329821 12.3222632 7.79788314] with length 4
last10PointsDistances = [ 1.12207951 25.63329821 12.3222632 7.79788314 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 08:30:44------------------------------
last5MinsDistances = [ 0.46294948 27.15127584 13.83325798 7.64093992 1.5253922 ] with length 5
last10PointsDistances = [ 0.46294948 27.15127584 13.83325798 7.64093992 1.5253922 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 08:31:14------------------------------
last5MinsDistances = [ 6.68428091 28.33570194 14.32238601 1.17529427 6.62273188
6.48867243] with length 6
last10PointsDistances = [ 6.68428091 28.33570194 14.32238601 1.17529427 6.62273188
6.48867243 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 08:31:44------------------------------
last5MinsDistances = [ 181.85282709 204.29517384 194.43001609 185.50050582 182.90803562
181.58576514 185.07525511] with length 7
last10PointsDistances = [ 181.85282709 204.29517384 194.43001609 185.50050582 182.90803562
181.58576514 185.07525511 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 08:32:44------------------------------
last5MinsDistances = [ 22.05756648 5.81696682 10.81296751 25.4478816 21.03218815
22.51155786 24.68844851 198.48234144] with length 8
last10PointsDistances = [ 22.05756648 5.81696682 10.81296751 25.4478816 21.03218815
22.51155786 24.68844851 198.48234144 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 198.482341436, last10PointsDistance.max() = 198.482341436
------------------------------2015-08-21 08:32:59------------------------------
last5MinsDistances = [ 25.81021361 3.82630615 14.22689255 29.04088455 24.78319986
26.26399792 28.31621533 201.44718165 3.75294926] with length 9
last10PointsDistances = [ 3.82630615 14.22689255 29.04088455 24.78319986 26.26399792
28.31621533 201.44718165 3.75294926 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 201.447181652, last10PointsDistance.max() = 201.447181652
------------------------------2015-08-21 08:33:31------------------------------
last5MinsDistances = [ 212.10984557 202.33238737 193.48609621 190.84474778 189.52819561
193.05437245 8.06047702 206.29516901 209.23697987] with length 9
last10PointsDistances = [ 202.33238737 193.48609621 190.84474778 189.52819561 193.05437245
8.06047702 206.29516901 209.23697987 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 212.109845566, last10PointsDistance.max() = 209.236979866
------------------------------2015-08-21 08:34:03------------------------------
last5MinsDistances = [ 19.94026485 34.87579045 30.96211883 32.45279976 34.21493826
206.85130876 9.97245803 6.23743641 214.6089246 ] with length 9
last10PointsDistances = [ 34.87579045 30.96211883 32.45279976 34.21493826 206.85130876
9.97245803 6.23743641 214.6089246 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 214.608924602, last10PointsDistance.max() = 214.608924602
------------------------------2015-08-21 08:34:44------------------------------
last5MinsDistances = [ 9.7939481 10.95522482 15.68163898 186.0039745 13.29124643
16.88942026 193.86151361 23.08779785] with length 8
last10PointsDistances = [ 9.7939481 10.95522482 15.68163898 186.0039745 13.29124643
16.88942026 193.86151361 23.08779785 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 193.861513609, last10PointsDistance.max() = 193.861513609
------------------------------2015-08-21 08:48:00------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 13414.32188896 13418.64762539 13235.60290883 13427.63570919
13429.91112728 13227.54249766 13434.27736187 13416.62006659 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 08:48:06------------------------------
last5MinsDistances = [ 10.01949105] with length 1
last10PointsDistances = [ 13427.77503655 13244.73878525 13436.75602922 13439.03052531
13236.67838459 13443.39538325 13425.74268367 10.01949105 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 10.0194910547, last10PointsDistance.max() = 13443.3953832
------------------------------2015-08-21 08:48:12------------------------------
last5MinsDistances = [ 62.39879796 52.92416935] with length 2
last10PointsDistances = [ 13282.27420935 13474.15010552 13476.4162836 13274.21393933
13480.76872179 13463.15751577 62.39879796 52.92416935 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 62.3987979563, last10PointsDistance.max() = 13480.7687218
------------------------------2015-08-21 08:48:17------------------------------
last5MinsDistances = [ 125.64462892 115.82786738 64.00072867] with length 3
last10PointsDistances = [ 13530.06263821 13532.32190949 13330.24471185 13536.66402703
13519.08730887 125.64462892 115.82786738 64.00072867 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 125.644628923, last10PointsDistance.max() = 13536.664027
------------------------------2015-08-21 08:48:23------------------------------
last5MinsDistances = [ 224.3204267 214.41726441 162.95480472 98.9551653 ] with length 4
last10PointsDistances = [ 13618.54103975 13416.66003122 13622.86710854 13605.34405198
224.3204267 214.41726441 162.95480472 98.9551653 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 224.320426701, last10PointsDistance.max() = 13622.8671085
------------------------------2015-08-21 08:48:29------------------------------
last5MinsDistances = [ 317.3786781 307.47647749 255.89000416 191.92289866 93.05927365] with length 5
last10PointsDistances = [ 13495.15524126 13701.14093679 13683.67336899 317.3786781
307.47647749 255.89000416 191.92289866 93.05927365 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 317.378678103, last10PointsDistance.max() = 13701.1409368
------------------------------2015-08-21 08:48:43------------------------------
last5MinsDistances = [ 359.30053865 349.44520759 297.49383374 233.676573 135.24208903
42.97509147] with length 6
last10PointsDistances = [ 13731.05638342 13713.62282362 359.30053865 349.44520759
297.49383374 233.676573 135.24208903 42.97509147 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 6
last5MinsDistances.max() = 359.300538648, last10PointsDistance.max() = 13731.0563834
------------------------------2015-08-21 08:49:14------------------------------
last5MinsDistances = [ 677.91074378 668.88897392 616.21032389 557.17225132 468.10798146
385.62867402 344.84020838] with length 7
last10PointsDistances = [ 13861.77262517 677.91074378 668.88897392 616.21032389
557.17225132 468.10798146 385.62867402 344.84020838 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 677.910743779, last10PointsDistance.max() = 13861.7726252
------------------------------2015-08-21 08:49:44------------------------------
last5MinsDistances = [ 676.62221839 667.7303413 615.23056505 557.04777168 469.69269131
389.25231927 349.22354886 19.50679193] with length 8
last10PointsDistances = [ 676.62221839 667.7303413 615.23056505 557.04777168 469.69269131
389.25231927 349.22354886 19.50679193 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 676.622218386, last10PointsDistance.max() = 676.622218386
------------------------------2015-08-21 08:50:14------------------------------
last5MinsDistances = [ 886.30184226 877.62810482 825.48054864 768.42591519 682.25051401
601.57217761 561.04021194 216.26307021 212.66630741] with length 9
last10PointsDistances = [ 877.62810482 825.48054864 768.42591519 682.25051401 601.57217761
561.04021194 216.26307021 212.66630741 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 886.301842261, last10PointsDistance.max() = 877.628104823
------------------------------2015-08-21 08:50:44------------------------------
last5MinsDistances = [ 1171.55522974 1163.52459531 1112.7997045 1059.53260069 979.25275785
903.50306935 864.38172274 522.25666231 515.69132943 309.13704045] with length 10
last10PointsDistances = [ 1112.7997045 1059.53260069 979.25275785 903.50306935 864.38172274
522.25666231 515.69132943 309.13704045 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 10
last5MinsDistances.max() = 1171.55522974, last10PointsDistance.max() = 1112.7997045
------------------------------2015-08-21 09:14:17------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 18462.34568068 18404.65699073 18346.13996339 18312.21933543
17985.47652169 17975.66302674 17778.83637887 17470.67605632 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 09:22:56------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 21621.64915862 21568.03709235 21535.92499345 21217.1365668
21206.23401235 21015.14360593 20709.28683962 3477.99168782 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 09:23:39------------------------------
last5MinsDistances = [ 261.54952693] with length 1
last10PointsDistances = [ 21794.49475769 21762.21053884 21442.62135757 21431.81948121
21240.14855099 20934.01192867 3649.90892933 261.54952693 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 261.549526934, last10PointsDistance.max() = 21794.4947577
------------------------------2015-08-21 09:23:55------------------------------
last5MinsDistances = [ 890.76625094 640.28729484] with length 2
last10PointsDistances = [ 22181.3269453 21858.93505736 21848.50083417 21654.79603963
21347.75469552 3942.83084401 890.76625094 640.28729484 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 890.766250944, last10PointsDistance.max() = 22181.3269453
------------------------------2015-08-21 09:24:57------------------------------
last5MinsDistances = [ 1382.63883841 1126.28808112 497.33386456] with length 3
last10PointsDistances = [ 22280.05699709 22269.82103901 22075.07079408 21767.61184888
4323.99115743 1382.63883841 1126.28808112 497.33386456 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 1382.63883841, last10PointsDistance.max() = 22280.0569971
------------------------------2015-08-21 09:26:57------------------------------
last5MinsDistances = [ 3098.52491203 2863.09869569 2229.16447586 1793.01728035] with length 4
last10PointsDistances = [ 23109.68022803 22909.41589397 22600.44867733 5213.50586359
3098.52491203 2863.09869569 2229.16447586 1793.01728035 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 3098.52491203, last10PointsDistance.max() = 23109.680228
------------------------------2015-08-21 09:30:56------------------------------
last5MinsDistances = [ 3072.51886062] with length 1
last10PointsDistances = [ 25161.74145675 24853.06311682 7899.66724058 6167.70562065
5927.59755215 5289.08969011 4827.54358272 3072.51886062 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 3072.51886062, last10PointsDistance.max() = 25161.7414568
------------------------------2015-08-21 09:31:27------------------------------
last5MinsDistances = [ 3072.95482258 3.76164523] with length 2
last10PointsDistances = [ 24855.81447267 7901.53061363 6168.01680867 5927.84444368
5289.30473917 4827.62096269 3072.95482258 3.76164523 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 3072.95482258, last10PointsDistance.max() = 24855.8144727
------------------------------2015-08-21 09:32:29------------------------------
last5MinsDistances = [ 107.70368842 107.32690507] with length 2
last10PointsDistances = [ 7998.96561549 6275.34371132 6035.15627112 5396.59783052 4934.74646194
3180.22230307 107.70368842 107.32690507 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 107.703688419, last10PointsDistance.max() = 7998.96561549
------------------------------2015-08-21 09:32:39------------------------------
last5MinsDistances = [ 105.15130014 104.80759541 2.70433016] with length 3
last10PointsDistances = [ 6272.81976995 6032.64903031 5394.09903726 4932.2862491 3177.66819169
105.15130014 104.80759541 2.70433016 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 105.151300143, last10PointsDistance.max() = 6272.81976995
------------------------------2015-08-21 09:33:27------------------------------
last5MinsDistances = [ 96.00187548 95.66746741 11.73894349 9.14975758] with length 4
last10PointsDistances = [ 6023.51134986 5384.96555826 4923.17817062 3168.51845499 96.00187548
95.66746741 11.73894349 9.14975758 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 96.0018754783, last10PointsDistance.max() = 6023.51134986
------------------------------2015-08-21 09:33:57------------------------------
last5MinsDistances = [ 145.7077213 144.74373184 42.60789646 45.25128062 53.31035413] with length 5
last10PointsDistances = [ 5431.53732883 4968.80056957 3216.53453689 145.7077213 144.74373184
42.60789646 45.25128062 53.31035413 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 145.707721296, last10PointsDistance.max() = 5431.53732883
------------------------------2015-08-21 09:34:27------------------------------
last5MinsDistances = [ 144.79216417 142.9177878 63.44673306 65.28907411 69.61659165
37.85146922] with length 6
last10PointsDistances = [ 4954.22537837 3205.41915165 144.79216417 142.9177878 63.44673306
65.28907411 69.61659165 37.85146922 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 6
last5MinsDistances.max() = 144.792164169, last10PointsDistance.max() = 4954.22537837
------------------------------2015-08-21 09:34:57------------------------------
last5MinsDistances = [ 152.63556986 150.5907522 74.46422851 76.28698613 80.45225893
47.0647993 11.03016871] with length 7
last10PointsDistances = [ 3209.37858647 152.63556986 150.5907522 74.46422851 76.28698613
80.45225893 47.0647993 11.03016871 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 152.635569864, last10PointsDistance.max() = 3209.37858647
------------------------------2015-08-21 09:35:27------------------------------
last5MinsDistances = [ 222.57418812 219.81360143 157.62106815 159.43439393 163.28380186
125.50226502 94.17589158 83.15720523] with length 8
last10PointsDistances = [ 222.57418812 219.81360143 157.62106815 159.43439393 163.28380186
125.50226502 94.17589158 83.15720523 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 222.574188117, last10PointsDistance.max() = 222.574188117
------------------------------2015-08-21 09:35:57------------------------------
last5MinsDistances = [ 241.74565667 162.32471165 164.6054149 170.47309787 123.21715964
102.45055353 92.80633008 43.38535314] with length 8
last10PointsDistances = [ 241.74565667 162.32471165 164.6054149 170.47309787 123.21715964
102.45055353 92.80633008 43.38535314 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 241.745656673, last10PointsDistance.max() = 241.745656673
------------------------------2015-08-21 09:36:27------------------------------
last5MinsDistances = [ 142.76332592 144.58092226 148.47457068 110.93042937 79.3174741
68.30019874 14.85941384 45.26720307] with length 8
last10PointsDistances = [ 142.76332592 144.58092226 148.47457068 110.93042937 79.3174741
68.30019874 14.85941384 45.26720307 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 148.474570677, last10PointsDistance.max() = 148.474570677
------------------------------2015-08-21 09:37:58------------------------------
last5MinsDistances = [ 551.35568258 522.87696872 487.91093314 477.23253015 398.68625269
417.22434337 412.67146627] with length 7
last10PointsDistances = [ 550.02607706 551.35568258 522.87696872 487.91093314 477.23253015
398.68625269 417.22434337 412.67146627 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 551.355682575, last10PointsDistance.max() = 551.355682575
------------------------------2015-08-21 09:38:28------------------------------
last5MinsDistances = [ 522.82427191 487.85794319 477.17959522 398.63403213 417.17361821
412.61908812 0.05382684] with length 7
last10PointsDistances = [ 551.30225129 522.82427191 487.85794319 477.17959522 398.63403213
417.17361821 412.61908812 0.05382684 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 522.824271913, last10PointsDistance.max() = 551.302251288
------------------------------2015-08-21 09:38:59------------------------------
last5MinsDistances = [ 328.76428594 317.7346819 234.77243295 243.18828916 249.60378563
185.89222479 185.8481472 ] with length 7
last10PointsDistances = [ 359.66899666 328.76428594 317.7346819 234.77243295 243.18828916
249.60378563 185.89222479 185.8481472 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 328.764285936, last10PointsDistance.max() = 359.668996655
------------------------------2015-08-21 09:39:28------------------------------
last5MinsDistances = [ 317.79100973 234.78790903 242.83477598 249.62654359 187.15740577
187.11360253 2.07601855] with length 7
last10PointsDistances = [ 328.82110301 317.79100973 234.78790903 242.83477598 249.62654359
187.15740577 187.11360253 2.07601855 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 317.791009732, last10PointsDistance.max() = 328.821103007
------------------------------2015-08-21 09:39:58------------------------------
last5MinsDistances = [ 278.41554123 279.018414 293.19588906 192.96533758 192.93337321
61.4307368 59.85625894] with length 7
last10PointsDistances = [ 361.31576574 278.41554123 279.018414 293.19588906 192.96533758
192.93337321 61.4307368 59.85625894 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 293.195889063, last10PointsDistance.max() = 361.315765744
------------------------------2015-08-21 09:40:28------------------------------
last5MinsDistances = [ 363.22829016 374.07707318 141.23359302 141.22218428 126.22277614
125.80390452 86.3816527 ] with length 7
last10PointsDistances = [ 359.21827778 363.22829016 374.07707318 141.23359302 141.22218428
126.22277614 125.80390452 86.3816527 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 374.077073181, last10PointsDistance.max() = 374.077073181
------------------------------2015-08-21 09:42:58------------------------------
last5MinsDistances = [ 227.57102011 258.84808994 258.09254133 206.88610324 135.93043578] with length 5
last10PointsDistances = [ 483.08485259 499.80532895 227.55101415 227.57102011 258.84808994
258.09254133 206.88610324 135.93043578 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 258.848089938, last10PointsDistance.max() = 499.805328948
------------------------------2015-08-21 09:45:29------------------------------
last5MinsDistances = [ 219.02364952] with length 1
last10PointsDistances = [ 694.17024078 438.38915435 438.41814839 468.85010484 467.75938826
410.92443053 352.59203483 219.02364952 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 219.023649524, last10PointsDistance.max() = 694.170240783
------------------------------2015-08-21 09:45:59------------------------------
last5MinsDistances = [ 220.93664868 9.1768169 ] with length 2
last10PointsDistances = [ 441.91792086 441.94603675 468.73583202 467.61071102 410.39530748
353.61454936 220.93664868 9.1768169 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 220.936648679, last10PointsDistance.max() = 468.735832017
------------------------------2015-08-21 09:46:33------------------------------
last5MinsDistances = [ 216.19955523 2.93557308 9.39430927] with length 3
last10PointsDistances = [ 435.80295841 465.92036279 464.82896751 407.9892473 349.70632652
216.19955523 2.93557308 9.39430927 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 216.199555228, last10PointsDistance.max() = 465.920362787
------------------------------2015-08-21 09:47:17------------------------------
last5MinsDistances = [ 240.2703328 37.85581156 45.18482198 40.01514525] with length 4
last10PointsDistances = [ 495.10642856 494.11732503 438.48450781 375.7598133 240.2703328
37.85581156 45.18482198 40.01514525 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 240.270332799, last10PointsDistance.max() = 495.106428562
------------------------------2015-08-21 09:48:02------------------------------
last5MinsDistances = [ 87.20348979 94.8519037 89.1207819 49.69134801] with length 4
last10PointsDistances = [ 524.51869418 470.83204129 402.77179398 267.02981118 87.20348979
94.8519037 89.1207819 49.69134801 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 94.8519037009, last10PointsDistance.max() = 524.518694182
------------------------------2015-08-21 09:48:33------------------------------
last5MinsDistances = [ 93.53368181 98.8410685 96.13087631 58.0689218 34.66285179] with length 5
last10PointsDistances = [ 494.72863777 429.56314687 293.64267627 93.53368181 98.8410685
96.13087631 58.0689218 34.66285179 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 98.8410685044, last10PointsDistance.max() = 494.728637768
------------------------------2015-08-21 09:49:03------------------------------
last5MinsDistances = [ 105.48236532 110.3338962 108.15109462 70.82826013 45.36256668
13.20930495] with length 6
last10PointsDistances = [ 442.74136839 306.81710731 105.48236532 110.3338962 108.15109462
70.82826013 45.36256668 13.20930495 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 6
last5MinsDistances.max() = 110.333896203, last10PointsDistance.max() = 442.741368394
------------------------------2015-08-21 09:50:02------------------------------
last5MinsDistances = [ 117.13772163 123.33546156 119.52587255 79.84541101 38.73931191
27.543822 24.33007305] with length 7
last10PointsDistances = [ 305.75804879 117.13772163 123.33546156 119.52587255 79.84541101
38.73931191 27.543822 24.33007305 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 123.335461564, last10PointsDistance.max() = 305.758048791
------------------------------2015-08-21 09:50:33------------------------------
last5MinsDistances = [ 123.15578134 119.55505424 80.04753862 40.37165221 26.27802482
21.9257382 2.93765263] with length 7
last10PointsDistances = [ 117.12526131 123.15578134 119.55505424 80.04753862 40.37165221
26.27802482 21.9257382 2.93765263 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 123.155781344, last10PointsDistance.max() = 123.155781344
------------------------------2015-08-21 09:51:03------------------------------
last5MinsDistances = [ 120.16580916 80.55920559 40.00292578 27.50212315 23.57648837
1.49468455 1.70745755] with length 7
last10PointsDistances = [ 123.87831889 120.16580916 80.55920559 40.00292578 27.50212315
23.57648837 1.49468455 1.70745755 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 120.165809161, last10PointsDistance.max() = 123.878318893
------------------------------2015-08-21 09:51:33------------------------------
last5MinsDistances = [ 79.37478182 39.96388579 25.52839604 21.29118215 3.28309356
0.74991536 2.28535959] with length 7
last10PointsDistances = [ 118.86195881 79.37478182 39.96388579 25.52839604 21.29118215
3.28309356 0.74991536 2.28535959 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 79.374781824, last10PointsDistance.max() = 118.861958809
------------------------------2015-08-21 09:52:04------------------------------
last5MinsDistances = [ 83.49379776 41.15743196 31.59838463 27.82545887 4.06502907
5.90203066 4.30035674 6.56295834] with length 8
last10PointsDistances = [ 83.49379776 41.15743196 31.59838463 27.82545887 4.06502907
5.90203066 4.30035674 6.56295834 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 83.4937977634, last10PointsDistance.max() = 83.4937977634
Found trip end at 2015-08-21 09:47:17
------------------------------2015-08-21 17:13:36------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 17:14:21------------------------------
last5MinsDistances = [ 157.30317582] with length 1
last10PointsDistances = [ 157.30317582 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 17:14:37------------------------------
last5MinsDistances = [ 162.52176243 39.37178676] with length 2
last10PointsDistances = [ 162.52176243 39.37178676 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 17:31:30------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 3429.9357903 3317.05172418 3289.02255652 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 17:31:51------------------------------
last5MinsDistances = [ 781.47022826] with length 1
last10PointsDistances = [ 4143.22299517 4039.81014067 4009.60410432 781.47022826 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 17:35:39------------------------------
last5MinsDistances = [ 2498.5404919 1725.20699375] with length 2
last10PointsDistances = [ 5842.50763176 5745.99633662 5714.46875317 2498.5404919 1725.20699375
0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 17:42:11------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 8508.02390989 8399.76007445 8370.79946472 5085.46208556 4369.47371871
2747.62500086 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 17:42:41------------------------------
last5MinsDistances = [ 391.41065176] with length 1
last10PointsDistances = [ 8428.84923519 8315.50630864 8287.79818112 4998.99820837 4311.15663477
2766.03112697 391.41065176 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 17:43:41------------------------------
last5MinsDistances = [ 1175.90154926 784.9471805 ] with length 2
last10PointsDistances = [ 8369.75504296 8246.69001165 8221.74865016 4962.15877774 4346.62352931
3005.27847869 1175.90154926 784.9471805 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 1175.90154926, last10PointsDistance.max() = 8369.75504296
------------------------------2015-08-21 17:44:11------------------------------
last5MinsDistances = [ 1192.44433282 801.65993334 18.46625643] with length 3
last10PointsDistances = [ 8253.9637928 8229.08520288 4970.65228851 4356.77089307 3019.54961947
1192.44433282 801.65993334 18.46625643 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 1192.44433282, last10PointsDistance.max() = 8253.9637928
------------------------------2015-08-21 17:44:41------------------------------
last5MinsDistances = [ 1856.04874213 1465.24778699 680.31231406 663.62164973] with length 4
last10PointsDistances = [ 8230.34107557 5035.46321479 4494.77975548 3354.82987321 1856.04874213
1465.24778699 680.31231406 663.62164973 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 1856.04874213, last10PointsDistance.max() = 8230.34107557
------------------------------2015-08-21 18:06:16------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 19954.16566552 19576.18820405 18566.38696817 16271.16462206
16052.46533728 15595.17478501 15579.19748821 15215.8953924 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 18:08:48------------------------------
last5MinsDistances = [ 1635.8205555] with length 1
last10PointsDistances = [ 21033.36922266 19968.22726401 17600.66644553 17400.44462294
16978.63996731 16963.18216444 16629.64699799 1635.8205555 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 1635.8205555, last10PointsDistance.max() = 21033.3692227
------------------------------2015-08-21 18:09:04------------------------------
last5MinsDistances = [ 1638.4984794 3.05031849] with length 2
last10PointsDistances = [ 19969.82464647 17602.06630444 17401.89630517 16980.19387658
16964.73763606 16631.29117841 1638.4984794 3.05031849 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 1638.4984794, last10PointsDistance.max() = 19969.8246465
------------------------------2015-08-21 18:10:47------------------------------
last5MinsDistances = [ 3128.2770931 1711.48244541 1710.45802689] with length 3
last10PointsDistances = [ 19298.29219314 19093.81380344 18661.79698875 18646.16521467
18301.67517099 3128.2770931 1711.48244541 1710.45802689 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 3128.2770931, last10PointsDistance.max() = 19298.2921931
------------------------------2015-08-21 18:12:48------------------------------
last5MinsDistances = [ 2435.18095363 2433.37840398 932.92433878] with length 3
last10PointsDistances = [ 19815.65683293 19403.53951453 19388.20696664 19060.54213407
3977.42353643 2435.18095363 2433.37840398 932.92433878 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 2435.18095363, last10PointsDistance.max() = 19815.6568329
------------------------------2015-08-21 18:25:48------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 24258.23550138 24251.10731866 24294.69593961 15132.08719691
13957.7384185 13954.83376309 14005.97152105 13386.74417793 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 18:26:18------------------------------
last5MinsDistances = [ 8.10934873] with length 1
last10PointsDistances = [ 24251.86302113 24295.23111296 15127.65274679 13952.78601747
13949.88093377 14000.27180098 13380.75798707 8.10934873 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 8.10934872508, last10PointsDistance.max() = 24295.231113
------------------------------2015-08-21 18:26:48------------------------------
last5MinsDistances = [ 6.33026652 14.36074881] with length 2
last10PointsDistances = [ 24292.96790042 15134.36602216 13960.47271656 13957.56844235
14009.38254867 13390.42245014 6.33026652 14.36074881 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 14.3607488058, last10PointsDistance.max() = 24292.9679004
------------------------------2015-08-21 18:27:18------------------------------
last5MinsDistances = [ 182.32392442 174.75203888 187.68840309] with length 3
last10PointsDistances = [ 14985.5759159 13803.16841652 13800.25734306 13840.6938691
13217.74654958 182.32392442 174.75203888 187.68840309 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 187.688403088, last10PointsDistance.max() = 14985.5759159
------------------------------2015-08-21 18:27:48------------------------------
last5MinsDistances = [ 7.27253821 4.66400707 12.48786658 175.28420766] with length 4
last10PointsDistances = [ 13950.80582578 13947.90102374 13998.82240398 13379.53636686
7.27253821 4.66400707 12.48786658 175.28420766 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 175.284207657, last10PointsDistance.max() = 13998.822404
------------------------------2015-08-21 18:28:18------------------------------
last5MinsDistances = [ 1.43408477 6.88649054 7.47467637 180.90469071 5.84831836] with length 5
last10PointsDistances = [ 13953.51969345 14004.59717412 13385.35074862 1.43408477
6.88649054 7.47467637 180.90469071 5.84831836 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 180.904690705, last10PointsDistance.max() = 14004.5971741
------------------------------2015-08-21 18:28:48------------------------------
last5MinsDistances = [ 3.63454517 7.98043054 8.61659391 182.7073832 9.16249483
4.21153577] with length 6
last10PointsDistances = [ 14007.80581197 13388.41626857 3.63454517 7.98043054
8.61659391 182.7073832 9.16249483 4.21153577 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 6
last5MinsDistances.max() = 182.707383203, last10PointsDistance.max() = 14007.805812
------------------------------2015-08-21 18:29:18------------------------------
last5MinsDistances = [ 22.83064273 15.01011005 29.16084631 163.62050866 18.65990264
21.770388 21.40322228] with length 7
last10PointsDistances = [ 13373.58858457 22.83064273 15.01011005 29.16084631
163.62050866 18.65990264 21.770388 21.40322228 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 163.620508657, last10PointsDistance.max() = 13373.5885846
------------------------------2015-08-21 18:29:48------------------------------
last5MinsDistances = [ 9.78813606 2.29268131 16.11601362 173.96755783 6.90708147
8.71678373 8.88006429 13.0564077 ] with length 8
last10PointsDistances = [ 9.78813606 2.29268131 16.11601362 173.96755783 6.90708147
8.71678373 8.88006429 13.0564077 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 173.967557832, last10PointsDistance.max() = 173.967557832
------------------------------2015-08-21 18:30:48------------------------------
last5MinsDistances = [ 18.19726429 31.74567139 164.32940587 22.30284094 24.59688202
23.49633591 4.72588258 16.01964534] with length 8
last10PointsDistances = [ 18.19726429 31.74567139 164.32940587 22.30284094 24.59688202
23.49633591 4.72588258 16.01964534 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 164.329405872, last10PointsDistance.max() = 164.329405872
------------------------------2015-08-21 18:31:18------------------------------
last5MinsDistances = [ 107.11021874 289.78485053 119.18537422 114.57909934 114.53881724
135.93868948 123.07904474 137.75398748] with length 8
last10PointsDistances = [ 107.11021874 289.78485053 119.18537422 114.57909934 114.53881724
135.93868948 123.07904474 137.75398748 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 289.784850532, last10PointsDistance.max() = 289.784850532
------------------------------2015-08-21 18:36:19------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 6737.64007692 6562.49392646 6556.95172925 6555.38197376 6575.33212951
6564.21550348 6575.29604297 6449.61167903 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 18:36:49------------------------------
last5MinsDistances = [ 451.10133379] with length 1
last10PointsDistances = [ 7011.24347332 7005.68871806 7004.09232531 7023.98873022 7012.91943315
7023.91992259 6898.61795763 451.10133379 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 451.101333786, last10PointsDistance.max() = 7023.98873022
------------------------------2015-08-21 18:37:19------------------------------
last5MinsDistances = [ 1137.87452312 698.75670625] with length 2
last10PointsDistances = [ 7655.34383829 7653.61141327 7673.21791322 7662.39900194 7672.98272648
7549.77212678 1137.87452312 698.75670625 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 1137.87452312, last10PointsDistance.max() = 7673.21791322
------------------------------2015-08-21 18:38:49------------------------------
last5MinsDistances = [ 9895307.50036882 9895758.38076916 9896432.80160611] with length 3
last10PointsDistances = [ 9888814.24531774 9888795.5550954 9888805.62035426 9888796.24712146
9888913.17125241 9895307.50036882 9895758.38076916 9896432.80160611
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 9896432.80161, last10PointsDistance.max() = 9896432.80161
------------------------------2015-08-21 18:41:49------------------------------
last5MinsDistances = [ 3670.79600819 9899959.04958135] with length 2
last10PointsDistances = [ 11166.95112531 11157.09917679 11166.14397245 11051.29568475
4801.01988422 4369.4691716 3670.79600819 9899959.04958135
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 9899959.04958, last10PointsDistance.max() = 9899959.04958
------------------------------2015-08-21 18:42:19------------------------------
last5MinsDistances = [ 9900712.94505599 753.90796359] with length 2
last10PointsDistances = [ 11910.86740979 11919.92834447 11804.97318552 5535.52634483
5099.49115443 4401.0021063 9900712.94505599 753.90796359
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 9900712.94506, last10PointsDistance.max() = 9900712.94506
------------------------------2015-08-21 18:43:19------------------------------
last5MinsDistances = [ 9902349.34228882 2398.72217601 1648.16258018] with length 3
last10PointsDistances = [ 13561.38383784 13447.29710017 7177.63480273 6738.7767045
6041.19255144 9902349.34228882 2398.72217601 1648.16258018
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 9902349.34229, last10PointsDistance.max() = 9902349.34229
------------------------------2015-08-21 18:43:49------------------------------
last5MinsDistances = [ 3380.30478277 2631.64815747 984.37773411] with length 3
last10PointsDistances = [ 14423.61026532 8161.8132272 7722.583333 7025.18618129
9903318.9638942 3380.30478277 2631.64815747 984.37773411
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 3380.30478277, last10PointsDistance.max() = 9903318.96389
------------------------------2015-08-21 18:44:19------------------------------
last5MinsDistances = [ 4350.17442693 3600.65491427 1952.52874907 970.1393025 ] with length 4
last10PointsDistances = [ 9126.79649941 8686.30969422 7989.58211109 9904285.75190349
4350.17442693 3600.65491427 1952.52874907 970.1393025
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 4350.17442693, last10PointsDistance.max() = 9904285.7519
------------------------------2015-08-21 18:48:19------------------------------
last5MinsDistances = [ 10471.37028604 9497.38213637 8529.35370497] with length 3
last10PointsDistances = [ 17147.47481481 16458.17378588 9912814.32661586 12867.75617881
12114.43516026 10471.37028604 9497.38213637 8529.35370497
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 10471.370286, last10PointsDistance.max() = 9912814.32662
------------------------------2015-08-21 18:50:19------------------------------
last5MinsDistances = [ 2109.48576941] with length 1
last10PointsDistances = [ 18543.29700819 9914919.35728102 14966.47311641 14212.77420093
12572.09395087 11600.54250198 10633.62762263 2109.48576941
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 2109.48576941, last10PointsDistance.max() = 9914919.35728
------------------------------2015-08-21 18:51:19------------------------------
last5MinsDistances = [ 2163.06615163 173.33974567] with length 2
last10PointsDistances = [ 9914977.23206724 15029.88289531 14276.42574155 12633.97309858
11660.38565393 10692.41834075 2163.06615163 173.33974567
0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 2163.06615163, last10PointsDistance.max() = 9914977.23207
------------------------------2015-08-21 18:55:20------------------------------
last5MinsDistances = [ 5174.21012328] with length 1
last10PointsDistances = [ 20185.69863222 19431.82016243 17793.53291495 16823.86874053
15857.70012196 7333.48503722 5225.1159304 5174.21012328 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 5174.21012328, last10PointsDistance.max() = 20185.6986322
------------------------------2015-08-21 18:59:50------------------------------
last5MinsDistances = [ 4384.75990705] with length 1
last10PointsDistances = [ 23770.20884477 22138.00643733 21173.78017236 20210.60192583
11702.00964322 9592.74916143 9549.77862844 4384.75990705 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 4384.75990705, last10PointsDistance.max() = 23770.2088448
------------------------------2015-08-21 19:01:20------------------------------
last5MinsDistances = [ 128.91710541] with length 1
last10PointsDistances = [ 22009.27737879 21044.99267864 20081.78398925 11573.09254956
9463.83245957 9420.88773852 4256.14682655 128.91710541 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 1
last5MinsDistances.max() = 128.917105406, last10PointsDistance.max() = 22009.2773788
------------------------------2015-08-21 19:01:50------------------------------
last5MinsDistances = [ 182.30319832 61.40692524] with length 2
last10PointsDistances = [ 20996.87721545 20033.45584979 11523.34892029 9413.99510887
9370.41887763 4204.07579551 182.30319832 61.40692524 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 2
last5MinsDistances.max() = 182.303198317, last10PointsDistance.max() = 20996.8772154
------------------------------2015-08-21 19:02:20------------------------------
last5MinsDistances = [ 171.94697016 45.61258421 19.98624099] with length 3
last10PointsDistances = [ 20040.37035952 11530.97134338 9421.66266229 9378.41483846
4212.916342 171.94697016 45.61258421 19.98624099 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 3
last5MinsDistances.max() = 171.94697016, last10PointsDistance.max() = 20040.3703595
------------------------------2015-08-21 19:02:50------------------------------
last5MinsDistances = [ 184.41591948 55.51796792 34.63059302 20.61356058] with length 4
last10PointsDistances = [ 11517.6028721 9408.33781206 9365.37322019 4200.67011789
184.41591948 55.51796792 34.63059302 20.61356058 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 4
last5MinsDistances.max() = 184.415919479, last10PointsDistance.max() = 11517.6028721
------------------------------2015-08-21 19:03:20------------------------------
last5MinsDistances = [ 207.48284761 111.82485829 62.15392086 81.33703958 96.18624017] with length 5
last10PointsDistances = [ 9410.08755899 9365.40462492 4196.50103179 207.48284761 111.82485829
62.15392086 81.33703958 96.18624017 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 5
last5MinsDistances.max() = 207.482847614, last10PointsDistance.max() = 9410.08755899
------------------------------2015-08-21 19:03:50------------------------------
last5MinsDistances = [ 312.89847364 219.12109579 161.89727135 181.76115285 190.15048078
109.0827744 ] with length 6
last10PointsDistances = [ 9289.91328783 4118.49421759 312.89847364 219.12109579 161.89727135
181.76115285 190.15048078 109.0827744 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 6
last5MinsDistances.max() = 312.898473635, last10PointsDistance.max() = 9289.91328783
------------------------------2015-08-21 19:04:20------------------------------
last5MinsDistances = [ 366.88025907 262.96621693 202.36597454 221.13738916 224.8973041
159.59759487 60.57938857] with length 7
last10PointsDistances = [ 4058.02314993 366.88025907 262.96621693 202.36597454 221.13738916
224.8973041 159.59759487 60.57938857 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 366.880259068, last10PointsDistance.max() = 4058.02314993
------------------------------2015-08-21 19:04:50------------------------------
last5MinsDistances = [ 360.61618856 310.00974351 329.89462321 341.4602419 249.76661437
156.15647353 158.89608877] with length 7
last10PointsDistances = [ 427.04928567 360.61618856 310.00974351 329.89462321 341.4602419
249.76661437 156.15647353 158.89608877 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 7
last5MinsDistances.max() = 360.616188555, last10PointsDistance.max() = 427.049285672
------------------------------2015-08-21 19:05:20------------------------------
last5MinsDistances = [ 397.23058105 347.90012123 367.71040457 379.75598762 287.10488665
195.4683131 196.62018885 39.37331265] with length 8
last10PointsDistances = [ 397.23058105 347.90012123 367.71040457 379.75598762 287.10488665
195.4683131 196.62018885 39.37331265 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 397.230581047, last10PointsDistance.max() = 397.230581047
------------------------------2015-08-21 19:05:50------------------------------
last5MinsDistances = [ 504.74701964 456.88709808 476.61016848 489.06107797 395.65775478
304.82089551 300.7171218 148.71941881 109.61617099] with length 9
last10PointsDistances = [ 456.88709808 476.61016848 489.06107797 395.65775478 304.82089551
300.7171218 148.71941881 109.61617099 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 504.747019637, last10PointsDistance.max() = 489.061077974
------------------------------2015-08-21 19:06:20------------------------------
last5MinsDistances = [ 463.86838322 483.55856905 496.16262614 402.52556744 312.41287488
308.85306401 156.26430295 117.04587449 8.37030021] with length 9
last10PointsDistances = [ 483.55856905 496.16262614 402.52556744 312.41287488 308.85306401
156.26430295 117.04587449 8.37030021 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 496.162626143, last10PointsDistance.max() = 496.162626143
------------------------------2015-08-21 19:06:50------------------------------
last5MinsDistances = [ 562.60621622 574.5864424 481.89322312 388.30530252 378.56132986
233.20836905 194.90360876 87.04797317 81.22021065] with length 9
last10PointsDistances = [ 574.5864424 481.89322312 388.30530252 378.56132986 233.20836905
194.90360876 87.04797317 81.22021065 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 574.586442401, last10PointsDistance.max() = 574.586442401
------------------------------2015-08-21 19:07:21------------------------------
last5MinsDistances = [ 581.94110845 488.78761873 396.443661 387.98871927 240.86908517
202.20024905 93.17506201 86.65519766 12.13488233] with length 9
last10PointsDistances = [ 488.78761873 396.443661 387.98871927 240.86908517 202.20024905
93.17506201 86.65519766 12.13488233 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 581.94110845, last10PointsDistance.max() = 488.787618729
------------------------------2015-08-21 19:07:51------------------------------
last5MinsDistances = [ 595.18056463 499.93276623 486.27152161 345.9296424 308.07716378
200.60474893 194.51746955 113.59910839 108.17740762] with length 9
last10PointsDistances = [ 499.93276623 486.27152161 345.9296424 308.07716378 200.60474893
194.51746955 113.59910839 108.17740762 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 595.180564635, last10PointsDistance.max() = 499.932766232
------------------------------2015-08-21 19:08:21------------------------------
last5MinsDistances = [ 533.7612663 507.58199121 390.74477948 357.76481456 264.77701447
261.51194704 187.21160205 188.77997099 114.3140977 ] with length 9
last10PointsDistances = [ 507.58199121 390.74477948 357.76481456 264.77701447 261.51194704
187.21160205 188.77997099 114.3140977 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 533.761266297, last10PointsDistance.max() = 507.581991207
------------------------------2015-08-21 19:08:51------------------------------
last5MinsDistances = [ 542.69909932 436.09280743 405.1775253 317.74196191 315.13229306
243.6401943 245.98295826 171.09609735 58.50619403] with length 9
last10PointsDistances = [ 436.09280743 405.1775253 317.74196191 315.13229306 243.6401943
245.98295826 171.09609735 58.50619403 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 542.699099324, last10PointsDistance.max() = 436.092807428
------------------------------2015-08-21 19:09:21------------------------------
last5MinsDistances = [ 526.37466602 491.98872547 392.89216126 388.39030606 308.73436428
306.82023637 204.81108292 138.28555743 115.07276115] with length 9
last10PointsDistances = [ 491.98872547 392.89216126 388.39030606 308.73436428 306.82023637
204.81108292 138.28555743 115.07276115 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 526.374666019, last10PointsDistance.max() = 491.988725473
------------------------------2015-08-21 19:09:42------------------------------
last5MinsDistances = [ 528.01922961 493.67196477 394.6716906 390.18414692 310.56201286
308.67345481 206.73434555 139.7340934 115.84932788 1.95505026] with length 10
last10PointsDistances = [ 394.6716906 390.18414692 310.56201286 308.67345481 206.73434555
139.7340934 115.84932788 1.95505026 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 10
last5MinsDistances.max() = 528.01922961, last10PointsDistance.max() = 394.6716906
------------------------------2015-08-21 19:10:28------------------------------
last5MinsDistances = [ 394.60744331 390.12037276 310.49954303 308.61218385 206.67830232
139.66509091 115.78428611 1.90781371 0.06919584] with length 9
last10PointsDistances = [ 390.12037276 310.49954303 308.61218385 206.67830232 139.66509091
115.78428611 1.90781371 0.06919584 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 394.607443307, last10PointsDistance.max() = 390.120372762
------------------------------2015-08-21 19:10:58------------------------------
last5MinsDistances = [ 390.46497412 310.67573438 308.6427828 206.18093482 141.21023076
118.59940585 3.59574294 3.73367615 3.76545657] with length 9
last10PointsDistances = [ 310.67573438 308.6427828 206.18093482 141.21023076 118.59940585
3.59574294 3.73367615 3.76545657 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 390.464974125, last10PointsDistance.max() = 310.675734381
------------------------------2015-08-21 19:11:28------------------------------
last5MinsDistances = [ 304.50572049 302.70581731 201.18159247 133.31162681 110.11420086
5.08784617 6.42599682 6.357202 8.49825394] with length 9
last10PointsDistances = [ 302.70581731 201.18159247 133.31162681 110.11420086 5.08784617
6.42599682 6.357202 8.49825394 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 304.505720487, last10PointsDistance.max() = 302.705817312
------------------------------2015-08-21 19:11:58------------------------------
last5MinsDistances = [ 310.85237803 208.17260115 143.8229207 121.16392813 6.09145058
5.64403902 5.69715386 2.64813495 11.105535 ] with length 9
last10PointsDistances = [ 208.17260115 143.8229207 121.16392813 6.09145058 5.64403902
5.69715386 2.64813495 11.105535 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 310.85237803, last10PointsDistance.max() = 208.172601153
------------------------------2015-08-21 19:12:28------------------------------
last5MinsDistances = [ 207.76729009 143.20512582 120.50625451 5.43433708 5.04184223
5.09270437 2.0053243 10.44726044 0.65877677] with length 9
last10PointsDistances = [ 143.20512582 120.50625451 5.43433708 5.04184223 5.09270437
2.0053243 10.44726044 0.65877677 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 207.767290092, last10PointsDistance.max() = 143.205125825
------------------------------2015-08-21 19:12:58------------------------------
last5MinsDistances = [ 145.52394822 122.88689101 7.81766723 7.22120627 7.27914524
4.3944525 12.85003494 1.74923593 2.4047356 ] with length 9
last10PointsDistances = [ 122.88689101 7.81766723 7.22120627 7.27914524 4.3944525
12.85003494 1.74923593 2.4047356 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 145.523948215, last10PointsDistance.max() = 122.886891011
------------------------------2015-08-21 19:13:28------------------------------
last5MinsDistances = [ 115.63372502 1.73529317 0.26317723 0.19715703 3.7965271
6.16609928 5.79866218 5.18625587 7.39889513] with length 9
last10PointsDistances = [ 1.73529317 0.26317723 0.19715703 3.7965271 6.16609928 5.79866218
5.18625587 7.39889513 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 115.633725016, last10PointsDistance.max() = 7.39889512852
------------------------------2015-08-21 19:13:58------------------------------
last5MinsDistances = [ 5.50142771 4.84877931 4.90569175 2.35600706 10.57399065
0.92555523 0.72104721 2.37821694 5.0223197 ] with length 9
last10PointsDistances = [ 4.84877931 4.90569175 2.35600706 10.57399065 0.92555523
0.72104721 2.37821694 5.0223197 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 9
last5MinsDistances.max() = 10.5739906504, last10PointsDistance.max() = 10.5739906504
Found trip end at 2015-08-21 19:09:21
------------------------------2015-08-21 19:14:28------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:14:58------------------------------
last5MinsDistances = [ 2.74167953] with length 1
last10PointsDistances = [ 2.74167953 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:15:29------------------------------
last5MinsDistances = [ 2.66920462 0.24768754] with length 2
last10PointsDistances = [ 2.66920462 0.24768754 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:15:59------------------------------
last5MinsDistances = [ 2.67640275 0.06901702 0.25620205] with length 3
last10PointsDistances = [ 2.67640275 0.06901702 0.25620205 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:16:29------------------------------
last5MinsDistances = [ 2.39069092 0.39145982 0.28299598 0.34433276] with length 4
last10PointsDistances = [ 2.39069092 0.39145982 0.28299598 0.34433276 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:16:59------------------------------
last5MinsDistances = [ 6.39413003 4.6383115 4.8835509 4.64968716 4.95340105] with length 5
last10PointsDistances = [ 6.39413003 4.6383115 4.8835509 4.64968716 4.95340105 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:17:29------------------------------
last5MinsDistances = [ 2.71890352 0.02392952 0.23396504 0.0517758 0.36770042 4.6554287 ] with length 6
last10PointsDistances = [ 2.71890352 0.02392952 0.23396504 0.0517758 0.36770042 4.6554287 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:17:59------------------------------
last5MinsDistances = [ 1.09637878 3.52168668 3.39034051 3.4639795 3.13713388 7.46903042
3.49780319] with length 7
last10PointsDistances = [ 1.09637878 3.52168668 3.39034051 3.4639795 3.13713388 7.46903042
3.49780319 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:18:29------------------------------
last5MinsDistances = [ 1.4263126 3.6812357 3.53077548 3.62721962 3.29141757 7.75454905
3.65731631 0.36374967] with length 8
last10PointsDistances = [ 1.4263126 3.6812357 3.53077548 3.62721962 3.29141757 7.75454905
3.65731631 0.36374967 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 7.75454905413, last10PointsDistance.max() = 7.75454905413
Found trip end at 2015-08-21 19:14:28
------------------------------2015-08-21 19:18:59------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:19:29------------------------------
last5MinsDistances = [ 0.1445534] with length 1
last10PointsDistances = [ 0.1445534 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:19:59------------------------------
last5MinsDistances = [ 2.53562912 2.68016177] with length 2
last10PointsDistances = [ 2.53562912 2.68016177 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:20:29------------------------------
last5MinsDistances = [ 0.1445534 0. 2.68016177] with length 3
last10PointsDistances = [ 0.1445534 0. 2.68016177 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:20:59------------------------------
last5MinsDistances = [ 0.16002982 0.29168799 2.40221658 0.29168799] with length 4
last10PointsDistances = [ 0.16002982 0.29168799 2.40221658 0.29168799 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:21:29------------------------------
last5MinsDistances = [ 0.1972021 0.22392005 2.5796547 0.22392005 0.3282411 ] with length 5
last10PointsDistances = [ 0.1972021 0.22392005 2.5796547 0.22392005 0.3282411 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:21:59------------------------------
last5MinsDistances = [ 0.1445534 0. 2.68016177 0. 0.29168799 0.22392005] with length 6
last10PointsDistances = [ 0.1445534 0. 2.68016177 0. 0.29168799 0.22392005
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:22:29------------------------------
last5MinsDistances = [ 0.36736841 0.22309066 2.9023086 0.22309066 0.50534391 0.39526601
0.22309066] with length 7
last10PointsDistances = [ 0.36736841 0.22309066 2.9023086 0.22309066 0.50534391 0.39526601
0.22309066 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:22:59------------------------------
last5MinsDistances = [ 3.27129485 3.40586031 1.27710334 3.40586031 3.11471565 3.37886102
3.40586031 3.60846891] with length 8
last10PointsDistances = [ 3.27129485 3.40586031 1.27710334 3.40586031 3.11471565 3.37886102
3.40586031 3.60846891 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 3.60846891284, last10PointsDistance.max() = 3.60846891284
Found trip end at 2015-08-21 19:18:59
------------------------------2015-08-21 19:23:29------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:23:59------------------------------
last5MinsDistances = [ 4.50775492] with length 1
last10PointsDistances = [ 4.50775492 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:24:29------------------------------
last5MinsDistances = [ 0.8304775 5.14691793] with length 2
last10PointsDistances = [ 0.8304775 5.14691793 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:24:59------------------------------
last5MinsDistances = [ 2.36704912 2.29422041 3.12251807] with length 3
last10PointsDistances = [ 2.36704912 2.29422041 3.12251807 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:25:29------------------------------
last5MinsDistances = [ 2.59240665 2.47636655 2.98652378 1.75190722] with length 4
last10PointsDistances = [ 2.59240665 2.47636655 2.98652378 1.75190722 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:25:59------------------------------
last5MinsDistances = [ 5.48372846 2.29485216 6.27550167 3.17447842 4.3321314 ] with length 5
last10PointsDistances = [ 5.48372846 2.29485216 6.27550167 3.17447842 4.3321314 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:26:29------------------------------
last5MinsDistances = [ 5.67294582 2.53537062 6.47090584 3.38259727 4.57223504 0.24606039] with length 6
last10PointsDistances = [ 5.67294582 2.53537062 6.47090584 3.38259727 4.57223504 0.24606039
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:26:59------------------------------
last5MinsDistances = [ 4.50775492 0. 5.14691793 2.29422041 2.47636655 2.29485216
2.53537062] with length 7
last10PointsDistances = [ 4.50775492 0. 5.14691793 2.29422041 2.47636655 2.29485216
2.53537062 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:27:29------------------------------
last5MinsDistances = [ 4.07301757 0.6904505 4.64942711 2.06770957 1.84046639 2.91332047
3.15813363 0.6904505 ] with length 8
last10PointsDistances = [ 4.07301757 0.6904505 4.64942711 2.06770957 1.84046639 2.91332047
3.15813363 0.6904505 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.64942711072, last10PointsDistance.max() = 4.64942711072
Found trip end at 2015-08-21 19:23:29
------------------------------2015-08-21 19:27:59------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:28:29------------------------------
last5MinsDistances = [ 5.71414569] with length 1
last10PointsDistances = [ 5.71414569 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:28:59------------------------------
last5MinsDistances = [ 8.09361695 3.2026089 ] with length 2
last10PointsDistances = [ 8.09361695 3.2026089 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:29:29------------------------------
last5MinsDistances = [ 5.64065537 0.18903138 3.38604714] with length 3
last10PointsDistances = [ 5.64065537 0.18903138 3.38604714 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:30:29------------------------------
last5MinsDistances = [ 0.44242357 5.27338279 7.6638583 5.20134325] with length 4
last10PointsDistances = [ 0.44242357 5.27338279 7.6638583 5.20134325 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:30:59------------------------------
last5MinsDistances = [ 5.31665842 0.48008945 3.6595627 0.33893889 4.87843786] with length 5
last10PointsDistances = [ 5.31665842 0.48008945 3.6595627 0.33893889 4.87843786 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:31:29------------------------------
last5MinsDistances = [ 5.38912113 0.86804004 4.05559315 0.67920897 4.95920191 0.52044962] with length 6
last10PointsDistances = [ 5.38912113 0.86804004 4.05559315 0.67920897 4.95920191 0.52044962
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:31:59------------------------------
last5MinsDistances = [ 7.49784641 3.11377129 0.83935659 3.30278473 7.07768206 3.52069424
3.98078818] with length 7
last10PointsDistances = [ 7.49784641 3.11377129 0.83935659 3.30278473 7.07768206 3.52069424
3.98078818 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:32:30------------------------------
last5MinsDistances = [ 5.3249096 0.47526937 3.65701318 0.33207628 4.88672622 0.00883455
0.51661135 3.52015107] with length 8
last10PointsDistances = [ 5.3249096 0.47526937 3.65701318 0.33207628 4.88672622 0.00883455
0.51661135 3.52015107 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.32490960244, last10PointsDistance.max() = 5.32490960244
Found trip end at 2015-08-21 19:27:59
------------------------------2015-08-21 19:33:00------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:33:30------------------------------
last5MinsDistances = [ 1.60180785] with length 1
last10PointsDistances = [ 1.60180785 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:34:00------------------------------
last5MinsDistances = [ 5.65288333 4.40509617] with length 2
last10PointsDistances = [ 5.65288333 4.40509617 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:34:30------------------------------
last5MinsDistances = [ 2.15850222 3.4990004 6.49223842] with length 3
last10PointsDistances = [ 2.15850222 3.4990004 6.49223842 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:35:00------------------------------
last5MinsDistances = [ 1.07285769 0.97226474 4.58165293 2.57599586] with length 4
last10PointsDistances = [ 1.07285769 0.97226474 4.58165293 2.57599586 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:35:30------------------------------
last5MinsDistances = [ 1.60180785 0. 4.40509617 3.4990004 0.97226474] with length 5
last10PointsDistances = [ 1.60180785 0. 4.40509617 3.4990004 0.97226474 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:36:00------------------------------
last5MinsDistances = [ 1.93577804 3.07081051 5.87058846 0.62265104 2.11138436 3.07081051] with length 6
last10PointsDistances = [ 1.93577804 3.07081051 5.87058846 0.62265104 2.11138436 3.07081051
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:36:30------------------------------
last5MinsDistances = [ 2.74907117 4.2195578 7.33262527 0.84315305 3.33926835 4.2195578
1.46229324] with length 7
last10PointsDistances = [ 2.74907117 4.2195578 7.33262527 0.84315305 3.33926835 4.2195578
1.46229324 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:37:00------------------------------
last5MinsDistances = [ 1.1367002 0.99280819 4.52059955 2.58541738 0.0715458 0.99280819
2.10832819 3.35703098] with length 8
last10PointsDistances = [ 1.1367002 0.99280819 4.52059955 2.58541738 0.0715458 0.99280819
2.10832819 3.35703098 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.52059954732, last10PointsDistance.max() = 4.52059954732
Found trip end at 2015-08-21 19:33:00
------------------------------2015-08-21 19:37:30------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:38:00------------------------------
last5MinsDistances = [ 7.79684793] with length 1
last10PointsDistances = [ 7.79684793 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:38:30------------------------------
last5MinsDistances = [ 7.21605563 0.58108164] with length 2
last10PointsDistances = [ 7.21605563 0.58108164 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:39:00------------------------------
last5MinsDistances = [ 0.57608445 8.32977395 7.74972488] with length 3
last10PointsDistances = [ 0.57608445 8.32977395 7.74972488 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:39:30------------------------------
last5MinsDistances = [ 7.47037451 0.37700149 0.30230395 8.0084865 ] with length 4
last10PointsDistances = [ 7.47037451 0.37700149 0.30230395 8.0084865 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:40:00------------------------------
last5MinsDistances = [ 2.88241301 5.59763963 5.03709621 3.45158769 5.23113418] with length 5
last10PointsDistances = [ 2.88241301 5.59763963 5.03709621 3.45158769 5.23113418 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:40:30------------------------------
last5MinsDistances = [ 3.5099553 5.61977836 5.08679558 4.06297646 5.24450398 0.76252713] with length 6
last10PointsDistances = [ 3.5099553 5.61977836 5.08679558 4.06297646 5.24450398 0.76252713
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:41:00------------------------------
last5MinsDistances = [ 3.30309976 5.57734104 5.03385138 3.86270108 5.20420195 0.50388899
0.26022481] with length 7
last10PointsDistances = [ 3.30309976 5.57734104 5.03385138 3.86270108 5.20420195 0.50388899
0.26022481 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:41:30------------------------------
last5MinsDistances = [ 2.99990667 5.68188495 5.12788207 3.56243273 5.31218008 0.23045105
0.55682804 0.31134579] with length 8
last10PointsDistances = [ 2.99990667 5.68188495 5.12788207 3.56243273 5.31218008 0.23045105
0.55682804 0.31134579 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.68188494921, last10PointsDistance.max() = 5.68188494921
Found trip end at 2015-08-21 19:37:30
------------------------------2015-08-21 19:42:00------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:42:30------------------------------
last5MinsDistances = [ 0.11119493] with length 1
last10PointsDistances = [ 0.11119493 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:43:00------------------------------
last5MinsDistances = [ 3.71844959 3.82595952] with length 2
last10PointsDistances = [ 3.71844959 3.82595952 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:43:30------------------------------
last5MinsDistances = [ 0.41897393 0.31445257 4.07917199] with length 3
last10PointsDistances = [ 0.41897393 0.31445257 4.07917199 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:44:00------------------------------
last5MinsDistances = [ 0.70058374 0.58939933 4.39689637 0.32144388] with length 4
last10PointsDistances = [ 0.70058374 0.58939933 4.39689637 0.32144388 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:44:30------------------------------
last5MinsDistances = [ 0.09719213 0.19143614 3.67330792 0.50584814 0.77135392] with length 5
last10PointsDistances = [ 0.09719213 0.19143614 3.67330792 0.50584814 0.77135392 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:45:00------------------------------
last5MinsDistances = [ 5.07532353 5.03300144 7.92490177 5.05033695 4.85378543 5.03704751] with length 6
last10PointsDistances = [ 5.07532353 5.03300144 7.92490177 5.05033695 4.85378543 5.03704751
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:45:30------------------------------
last5MinsDistances = [ 1.90941499 1.86883603 5.11958917 1.91307112 1.76747033 1.87248817
3.1659086 ] with length 7
last10PointsDistances = [ 1.90941499 1.86883603 5.11958917 1.91307112 1.76747033 1.87248817
3.1659086 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:46:00------------------------------
last5MinsDistances = [ 0.63853382 0.53066889 4.29363133 0.22309066 0.15368673 0.72127703
5.00228971 1.90336308] with length 8
last10PointsDistances = [ 0.63853382 0.53066889 4.29363133 0.22309066 0.15368673 0.72127703
5.00228971 1.90336308 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.00228971386, last10PointsDistance.max() = 5.00228971386
Found trip end at 2015-08-21 19:42:00
------------------------------2015-08-21 19:46:30------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:47:00------------------------------
last5MinsDistances = [ 4.77776788] with length 1
last10PointsDistances = [ 4.77776788 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:47:30------------------------------
last5MinsDistances = [ 4.62450109 1.17025098] with length 2
last10PointsDistances = [ 4.62450109 1.17025098 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:48:00------------------------------
last5MinsDistances = [ 7.00774111 3.25935386 4.39766744] with length 3
last10PointsDistances = [ 7.00774111 3.25935386 4.39766744 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:48:30------------------------------
last5MinsDistances = [ 0.77509376 4.0197412 3.85080834 6.38611009] with length 4
last10PointsDistances = [ 0.77509376 4.0197412 3.85080834 6.38611009 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:49:00------------------------------
last5MinsDistances = [ 0.64465504 5.29278997 5.03538206 7.63080409 1.286486 ] with length 5
last10PointsDistances = [ 0.64465504 5.29278997 5.03538206 7.63080409 1.286486 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:49:31------------------------------
last5MinsDistances = [ 4.50816507 0.62226262 0.5889683 3.88152133 3.73547325 4.97639764] with length 6
last10PointsDistances = [ 4.50816507 0.62226262 0.5889683 3.88152133 3.73547325 4.97639764
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:49:57------------------------------
last5MinsDistances = [ 4.7372551 0.08315946 1.23128484 3.21829135 3.98205669 5.25795739
0.66927199] with length 7
last10PointsDistances = [ 4.7372551 0.08315946 1.23128484 3.21829135 3.98205669 5.25795739
0.66927199 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:50:02------------------------------
last5MinsDistances = [ 4.70490068 0.09443369 1.21257953 3.24599229 3.949237 5.22476055
0.64547493 0.03459793] with length 8
last10PointsDistances = [ 4.70490068 0.09443369 1.21257953 3.24599229 3.949237 5.22476055
0.64547493 0.03459793 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.22476055339, last10PointsDistance.max() = 5.22476055339
Found trip end at 2015-08-21 19:46:30
------------------------------2015-08-21 19:50:32------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:51:02------------------------------
last5MinsDistances = [ 0.79347776] with length 1
last10PointsDistances = [ 0.79347776 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:51:32------------------------------
last5MinsDistances = [ 1.23844104 1.22402239] with length 2
last10PointsDistances = [ 1.23844104 1.22402239 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:52:02------------------------------
last5MinsDistances = [ 4.63444586 4.82431888 3.6004058 ] with length 3
last10PointsDistances = [ 4.63444586 4.82431888 3.6004058 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:52:32------------------------------
last5MinsDistances = [ 0.24459854 0.61792019 1.04085451 4.52300488] with length 4
last10PointsDistances = [ 0.24459854 0.61792019 1.04085451 4.52300488 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:53:02------------------------------
last5MinsDistances = [ 0.22253546 0.67721079 1.36817894 4.82934796 0.3276341 ] with length 5
last10PointsDistances = [ 0.22253546 0.67721079 1.36817894 4.82934796 0.3276341 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:53:32------------------------------
last5MinsDistances = [ 4.12652663 4.22701742 3.00996658 0.75301986 3.98857411 4.30677476] with length 6
last10PointsDistances = [ 4.12652663 4.22701742 3.00996658 0.75301986 3.98857411 4.30677476
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:54:02------------------------------
last5MinsDistances = [ 0.197633 0.64974193 1.31430481 4.78160497 0.27409679 0.05416105
4.25632713] with length 7
last10PointsDistances = [ 0.197633 0.64974193 1.31430481 4.78160497 0.27409679 0.05416105
4.25632713 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:54:32------------------------------
last5MinsDistances = [ 0.52243044 0.2976204 1.07019483 4.6471811 0.322949 0.46306745
4.07648994 0.42061656] with length 8
last10PointsDistances = [ 0.52243044 0.2976204 1.07019483 4.6471811 0.322949 0.46306745
4.07648994 0.42061656 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.64718110403, last10PointsDistance.max() = 4.64718110403
Found trip end at 2015-08-21 19:50:32
------------------------------2015-08-21 19:55:32------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 19:56:02------------------------------
last5MinsDistances = [ 0.26564253] with length 1
last10PointsDistances = [ 0.26564253 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 19:56:32------------------------------
last5MinsDistances = [ 4.49191791 4.4500784 ] with length 2
last10PointsDistances = [ 4.49191791 4.4500784 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 19:57:02------------------------------
last5MinsDistances = [ 2.53250349 2.54854338 2.06711727] with length 3
last10PointsDistances = [ 2.53250349 2.54854338 2.06711727 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 19:57:32------------------------------
last5MinsDistances = [ 2.23529738 2.11055246 2.51832825 1.32634909] with length 4
last10PointsDistances = [ 2.23529738 2.11055246 2.51832825 1.32634909 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 19:58:02------------------------------
last5MinsDistances = [ 3.38179637 3.23636327 1.98418055 1.97898213 1.16276503] with length 5
last10PointsDistances = [ 3.38179637 3.23636327 1.98418055 1.97898213 1.16276503 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 19:58:32------------------------------
last5MinsDistances = [ 3.44100241 3.38421594 1.08234365 1.19062337 1.44591244 1.22043586] with length 6
last10PointsDistances = [ 3.44100241 3.38421594 1.08234365 1.19062337 1.44591244 1.22043586
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 19:59:02------------------------------
last5MinsDistances = [ 4.74842206 4.53524101 7.7911087 6.5681925 5.40813342 5.85663572
6.79545487] with length 7
last10PointsDistances = [ 4.74842206 4.53524101 7.7911087 6.5681925 5.40813342 5.85663572
6.79545487 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 19:59:32------------------------------
last5MinsDistances = [ 2.56685431 2.52262269 1.92796144 0.57773396 0.8397887 1.41226713
0.88022781 6.22221087] with length 8
last10PointsDistances = [ 2.56685431 2.52262269 1.92796144 0.57773396 0.8397887 1.41226713
0.88022781 6.22221087 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.22221086831, last10PointsDistance.max() = 6.22221086831
Found trip end at 2015-08-21 19:55:32
------------------------------2015-08-21 20:00:03------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:00:33------------------------------
last5MinsDistances = [ 1.81642521] with length 1
last10PointsDistances = [ 1.81642521 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:01:03------------------------------
last5MinsDistances = [ 0.57410635 2.37699812] with length 2
last10PointsDistances = [ 0.57410635 2.37699812 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:01:33------------------------------
last5MinsDistances = [ 0.78180633 2.5950501 0.31596393] with length 3
last10PointsDistances = [ 0.78180633 2.5950501 0.31596393 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:02:03------------------------------
last5MinsDistances = [ 5.19349847 6.47624283 4.75091851 4.82465517] with length 4
last10PointsDistances = [ 5.19349847 6.47624283 4.75091851 4.82465517 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:02:33------------------------------
last5MinsDistances = [ 0.20769359 1.98690683 0.39013902 0.64517257 4.9932988 ] with length 5
last10PointsDistances = [ 0.20769359 1.98690683 0.39013902 0.64517257 4.9932988 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:03:03------------------------------
last5MinsDistances = [ 4.90572871 6.21022827 4.4591075 4.53065866 0.29491352 4.70484167] with length 6
last10PointsDistances = [ 4.90572871 6.21022827 4.4591075 4.53065866 0.29491352 4.70484167
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:03:33------------------------------
last5MinsDistances = [ 0. 1.81642521 0.57410635 0.78180633 5.19349847 0.20769359
4.90572871] with length 7
last10PointsDistances = [ 0. 1.81642521 0.57410635 0.78180633 5.19349847 0.20769359
4.90572871 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:04:03------------------------------
last5MinsDistances = [ 5.20433816 6.57298728 4.73330973 4.78068887 0.40680178 5.0003677
0.44555727 5.20433816] with length 8
last10PointsDistances = [ 5.20433816 6.57298728 4.73330973 4.78068887 0.40680178 5.0003677
0.44555727 5.20433816 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.57298728286, last10PointsDistance.max() = 6.57298728286
Found trip end at 2015-08-21 20:00:03
------------------------------2015-08-21 20:04:33------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:05:03------------------------------
last5MinsDistances = [ 1.58576616] with length 1
last10PointsDistances = [ 1.58576616 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:05:33------------------------------
last5MinsDistances = [ 4.83910474 5.09096347] with length 2
last10PointsDistances = [ 4.83910474 5.09096347 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:06:03------------------------------
last5MinsDistances = [ 1.88671544 0.40113189 5.45454391] with length 3
last10PointsDistances = [ 1.88671544 0.40113189 5.45454391 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:06:33------------------------------
last5MinsDistances = [ 0.22227814 1.5452141 4.62417845 1.87772939] with length 4
last10PointsDistances = [ 0.22227814 1.5452141 4.62417845 1.87772939 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:07:03------------------------------
last5MinsDistances = [ 0.47530137 1.96188189 4.53080583 2.29667216 0.41897393] with length 5
last10PointsDistances = [ 0.47530137 1.96188189 4.53080583 2.29667216 0.41897393 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:07:33------------------------------
last5MinsDistances = [ 0.35626219 1.88928838 4.64528345 2.21242993 0.34836565 0.13175534] with length 6
last10PointsDistances = [ 0.35626219 1.88928838 4.64528345 2.21242993 0.34836565 0.13175534
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:08:03------------------------------
last5MinsDistances = [ 0.86804004 2.35429771 4.40950881 2.69624152 0.81986929 0.40379606
0.51180175] with length 7
last10PointsDistances = [ 0.86804004 2.35429771 4.40950881 2.69624152 0.81986929 0.40379606
0.51180175 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:08:33------------------------------
last5MinsDistances = [ 0.96799832 2.40267271 4.26950492 2.75524936 0.89170644 0.49315058
0.61490197 0.14527042] with length 8
last10PointsDistances = [ 0.96799832 2.40267271 4.26950492 2.75524936 0.89170644 0.49315058
0.61490197 0.14527042 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.2695049154, last10PointsDistance.max() = 4.2695049154
Found trip end at 2015-08-21 20:04:33
------------------------------2015-08-21 20:09:03------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:09:33------------------------------
last5MinsDistances = [ 4.69022642] with length 1
last10PointsDistances = [ 4.69022642 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:10:03------------------------------
last5MinsDistances = [ 3.8085396 0.9292926] with length 2
last10PointsDistances = [ 3.8085396 0.9292926 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:10:33------------------------------
last5MinsDistances = [ 0.57989846 4.56862031 3.65532279] with length 3
last10PointsDistances = [ 0.57989846 4.56862031 3.65532279 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:11:03------------------------------
last5MinsDistances = [ 3.97257239 7.64660329 6.98530441 4.52726557] with length 4
last10PointsDistances = [ 3.97257239 7.64660329 6.98530441 4.52726557 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:11:33------------------------------
last5MinsDistances = [ 1.38004928 4.39373628 3.65612634 1.87860683 3.36504793] with length 5
last10PointsDistances = [ 1.38004928 4.39373628 3.65612634 1.87860683 3.36504793 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:12:03------------------------------
last5MinsDistances = [ 1.35064364 3.56891577 2.77405147 1.58829897 4.30084875 0.93962175] with length 6
last10PointsDistances = [ 1.35064364 3.56891577 2.77405147 1.58829897 4.30084875 0.93962175
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:12:33------------------------------
last5MinsDistances = [ 5.06603623 0.42054571 1.26473508 4.91972739 8.06685546 4.80757419
3.97252402] with length 7
last10PointsDistances = [ 5.06603623 0.42054571 1.26473508 4.91972739 8.06685546 4.80757419
3.97252402 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:13:03------------------------------
last5MinsDistances = [ 4.76270276 0.39145981 1.1500842 4.68747489 7.53965201 4.35144535
3.57514093 0.66320861] with length 8
last10PointsDistances = [ 4.76270276 0.39145981 1.1500842 4.68747489 7.53965201 4.35144535
3.57514093 0.66320861 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 7.53965201231, last10PointsDistance.max() = 7.53965201231
Found trip end at 2015-08-21 20:09:03
------------------------------2015-08-21 20:13:33------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:14:03------------------------------
last5MinsDistances = [ 0.64054748] with length 1
last10PointsDistances = [ 0.64054748 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:14:33------------------------------
last5MinsDistances = [ 2.39857853 1.8012592 ] with length 2
last10PointsDistances = [ 2.39857853 1.8012592 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:15:03------------------------------
last5MinsDistances = [ 1.84400741 2.42600224 3.90028759] with length 3
last10PointsDistances = [ 1.84400741 2.42600224 3.90028759 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:15:33------------------------------
last5MinsDistances = [ 1.97962698 2.5421305 3.95667175 0.19436014] with length 4
last10PointsDistances = [ 1.97962698 2.5421305 3.95667175 0.19436014 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:16:03------------------------------
last5MinsDistances = [ 2.69260899 2.0527051 0.94897563 4.42169083 4.51164557] with length 5
last10PointsDistances = [ 2.69260899 2.0527051 0.94897563 4.42169083 4.51164557 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:16:33------------------------------
last5MinsDistances = [ 0.31839025 0.44643061 2.24728973 2.15698208 2.29580537 2.44873134] with length 6
last10PointsDistances = [ 0.31839025 0.44643061 2.24728973 2.15698208 2.29580537 2.44873134
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:17:03------------------------------
last5MinsDistances = [ 0.51126648 0.2786271 2.05528761 2.35445904 2.48710016 2.22954631
0.22013537] with length 7
last10PointsDistances = [ 0.51126648 0.2786271 2.05528761 2.35445904 2.48710016 2.22954631
0.22013537 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:17:33------------------------------
last5MinsDistances = [ 0.24252806 0.70502591 2.50468623 1.95306649 2.10293053 2.71577354
0.26818068 0.48623148] with length 8
last10PointsDistances = [ 0.24252806 0.70502591 2.50468623 1.95306649 2.10293053 2.71577354
0.26818068 0.48623148 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 2.71577353518, last10PointsDistance.max() = 2.71577353518
Found trip end at 2015-08-21 20:13:33
------------------------------2015-08-21 20:18:03------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:18:34------------------------------
last5MinsDistances = [ 5.13933202] with length 1
last10PointsDistances = [ 5.13933202 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:19:04------------------------------
last5MinsDistances = [ 0.52816144 4.6972114 ] with length 2
last10PointsDistances = [ 0.52816144 4.6972114 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:19:34------------------------------
last5MinsDistances = [ 0.18114872 5.12608331 0.62976278] with length 3
last10PointsDistances = [ 0.18114872 5.12608331 0.62976278 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:20:04------------------------------
last5MinsDistances = [ 5.32050598 0.43509766 4.85667625 5.32085028] with length 4
last10PointsDistances = [ 5.32050598 0.43509766 4.85667625 5.32085028 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:20:34------------------------------
last5MinsDistances = [ 0.26684409 4.87326695 0.31556267 0.32005963 5.0536621 ] with length 5
last10PointsDistances = [ 0.26684409 4.87326695 0.31556267 0.32005963 5.0536621 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:21:04------------------------------
last5MinsDistances = [ 0.30769495 4.87609886 0.46910307 0.25055228 5.07030829 0.17501279] with length 6
last10PointsDistances = [ 0.30769495 4.87609886 0.46910307 0.25055228 5.07030829 0.17501279
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:21:34------------------------------
last5MinsDistances = [ 0.48962367 4.78603198 0.09969223 0.61525056 4.94137544 0.32246529
0.49212077] with length 7
last10PointsDistances = [ 0.48962367 4.78603198 0.09969223 0.61525056 4.94137544 0.32246529
0.49212077 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:22:04------------------------------
last5MinsDistances = [ 5.30174265 0.75520303 4.82165038 5.31398885 0.34960574 5.03552874
5.06416765 4.90239165] with length 8
last10PointsDistances = [ 5.30174265 0.75520303 4.82165038 5.31398885 0.34960574 5.03552874
5.06416765 4.90239165 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.31398884704, last10PointsDistance.max() = 5.31398884704
Found trip end at 2015-08-21 20:18:03
------------------------------2015-08-21 20:22:34------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:23:04------------------------------
last5MinsDistances = [ 3.71994512] with length 1
last10PointsDistances = [ 3.71994512 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:24:04------------------------------
last5MinsDistances = [ 3.73506716 1.17716678] with length 2
last10PointsDistances = [ 3.73506716 1.17716678 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:24:34------------------------------
last5MinsDistances = [ 1.99000564 4.86497629 5.26936832] with length 3
last10PointsDistances = [ 1.99000564 4.86497629 5.26936832 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:25:04------------------------------
last5MinsDistances = [ 3.91010115 0.51725128 0.74915151 5.21231781] with length 4
last10PointsDistances = [ 3.91010115 0.51725128 0.74915151 5.21231781 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:25:34------------------------------
last5MinsDistances = [ 3.73632865 0.42254072 0.75999356 5.03208165 0.18062935] with length 5
last10PointsDistances = [ 3.73632865 0.42254072 0.75999356 5.03208165 0.18062935 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:26:04------------------------------
last5MinsDistances = [ 1.85385151 4.85414074 5.21819582 0.18564055 5.1871621 5.00661399] with length 6
last10PointsDistances = [ 1.85385151 4.85414074 5.21819582 0.18564055 5.1871621 5.00661399
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:26:34------------------------------
last5MinsDistances = [ 3.72472827 0.13343391 1.30962089 4.81870432 0.64491908 0.55597463
4.81269969] with length 7
last10PointsDistances = [ 3.72472827 0.13343391 1.30962089 4.81870432 0.64491908 0.55597463
4.81269969 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:27:04------------------------------
last5MinsDistances = [ 3.69287504 0.19230614 1.36143105 4.76697281 0.70807071 0.61259221
4.76258682 0.06587767] with length 8
last10PointsDistances = [ 3.69287504 0.19230614 1.36143105 4.76697281 0.70807071 0.61259221
4.76258682 0.06587767 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.76697281462, last10PointsDistance.max() = 4.76697281462
Found trip end at 2015-08-21 20:22:34
------------------------------2015-08-21 20:27:34------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:28:04------------------------------
last5MinsDistances = [ 5.28363558] with length 1
last10PointsDistances = [ 5.28363558 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:28:34------------------------------
last5MinsDistances = [ 0.07178855 5.24082884] with length 2
last10PointsDistances = [ 0.07178855 5.24082884 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:29:04------------------------------
last5MinsDistances = [ 0.40435784 4.93907116 0.33925909] with length 3
last10PointsDistances = [ 0.40435784 4.93907116 0.33925909 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:29:34------------------------------
last5MinsDistances = [ 0.322949 5.22540192 0.25953505 0.30222145] with length 4
last10PointsDistances = [ 0.322949 5.22540192 0.25953505 0.30222145 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:30:04------------------------------
last5MinsDistances = [ 0.30622654 5.07321877 0.23528289 0.13437139 0.17682444] with length 5
last10PointsDistances = [ 0.30622654 5.07321877 0.23528289 0.13437139 0.17682444 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:30:34------------------------------
last5MinsDistances = [ 0.55345379 5.07126495 0.48333351 0.31595405 0.25029499 0.28299598] with length 6
last10PointsDistances = [ 0.55345379 5.07126495 0.48333351 0.31595405 0.25029499 0.28299598
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:31:05------------------------------
last5MinsDistances = [ 0.20349874 5.0848521 0.18523177 0.28913482 0.38172901 0.26118381
0.54416252] with length 7
last10PointsDistances = [ 0.20349874 5.0848521 0.18523177 0.28913482 0.38172901 0.26118381
0.54416252 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:31:35------------------------------
last5MinsDistances = [ 0.37374092 5.06086558 0.39823128 0.51180175 0.63088751 0.51179032
0.79369577 0.25292407] with length 8
last10PointsDistances = [ 0.37374092 5.06086558 0.39823128 0.51180175 0.63088751 0.51179032
0.79369577 0.25292407 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.06086557815, last10PointsDistance.max() = 5.06086557815
Found trip end at 2015-08-21 20:27:34
------------------------------2015-08-21 20:32:05------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:32:35------------------------------
last5MinsDistances = [ 1.4707858] with length 1
last10PointsDistances = [ 1.4707858 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:33:35------------------------------
last5MinsDistances = [ 3.25105118 4.30580462] with length 2
last10PointsDistances = [ 3.25105118 4.30580462 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:34:05------------------------------
last5MinsDistances = [ 1.57380432 0.35798873 4.574168 ] with length 3
last10PointsDistances = [ 1.57380432 0.35798873 4.574168 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:34:35------------------------------
last5MinsDistances = [ 1.49407429 0.55507317 4.59615775 0.24397084] with length 4
last10PointsDistances = [ 1.49407429 0.55507317 4.59615775 0.24397084 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:35:05------------------------------
last5MinsDistances = [ 2.70987131 3.92676141 0.76640083 4.15541579 4.14217509] with length 5
last10PointsDistances = [ 2.70987131 3.92676141 0.76640083 4.15541579 4.14217509 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:35:35------------------------------
last5MinsDistances = [ 1.56358155 0.30115642 4.53838675 0.0583376 0.29392605 4.12684276] with length 6
last10PointsDistances = [ 1.56358155 0.30115642 4.53838675 0.0583376 0.29392605 4.12684276
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:36:05------------------------------
last5MinsDistances = [ 3.68160394 3.34132284 6.89140395 2.98807658 2.79582791 6.26592765
3.04637695] with length 7
last10PointsDistances = [ 3.68160394 3.34132284 6.89140395 2.98807658 2.79582791 6.26592765
3.04637695 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:36:35------------------------------
last5MinsDistances = [ 1.42548457 0.77841462 4.60721547 0.49626834 0.25292407 4.11819999
0.54376824 2.62399129] with length 8
last10PointsDistances = [ 1.42548457 0.77841462 4.60721547 0.49626834 0.25292407 4.11819999
0.54376824 2.62399129 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.60721547408, last10PointsDistance.max() = 4.60721547408
Found trip end at 2015-08-21 20:32:05
------------------------------2015-08-21 20:37:05------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:37:35------------------------------
last5MinsDistances = [ 4.55310862] with length 1
last10PointsDistances = [ 4.55310862 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:38:05------------------------------
last5MinsDistances = [ 4.30802291 0.40336326] with length 2
last10PointsDistances = [ 4.30802291 0.40336326 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:38:35------------------------------
last5MinsDistances = [ 0.1445534 4.6143003 4.35976092] with length 3
last10PointsDistances = [ 0.1445534 4.6143003 4.35976092 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:39:05------------------------------
last5MinsDistances = [ 0. 4.55310862 4.30802291 0.1445534 ] with length 4
last10PointsDistances = [ 0. 4.55310862 4.30802291 0.1445534 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:39:35------------------------------
last5MinsDistances = [ 3.80169617 0.76364145 0.53112174 3.85897699 3.80169617] with length 5
last10PointsDistances = [ 3.80169617 0.76364145 0.53112174 3.85897699 3.80169617 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:40:05------------------------------
last5MinsDistances = [ 3.93964219 0.61424627 0.45550805 4.00017269 3.93964219 0.16941257] with length 6
last10PointsDistances = [ 3.93964219 0.61424627 0.45550805 4.00017269 3.93964219 0.16941257
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:40:35------------------------------
last5MinsDistances = [ 2.60197628 6.09500075 5.74054841 2.45742376 2.60197628 5.35569773
5.52286781] with length 7
last10PointsDistances = [ 2.60197628 6.09500075 5.74054841 2.45742376 2.60197628 5.35569773
5.52286781 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:41:05------------------------------
last5MinsDistances = [ 2.8808157 6.35427045 5.99569685 2.7363081 2.8808157 5.61917636
5.786893 0.28913483] with length 8
last10PointsDistances = [ 2.8808157 6.35427045 5.99569685 2.7363081 2.8808157 5.61917636
5.786893 0.28913483 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.35427044578, last10PointsDistance.max() = 6.35427044578
Found trip end at 2015-08-21 20:37:05
------------------------------2015-08-21 20:41:35------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:42:05------------------------------
last5MinsDistances = [ 2.27910351] with length 1
last10PointsDistances = [ 2.27910351 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:42:35------------------------------
last5MinsDistances = [ 6.61267445 5.4543684 ] with length 2
last10PointsDistances = [ 6.61267445 5.4543684 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:43:05------------------------------
last5MinsDistances = [ 2.17349621 0.12251632 5.54926097] with length 3
last10PointsDistances = [ 2.17349621 0.12251632 5.54926097 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:43:35------------------------------
last5MinsDistances = [ 2.09939142 4.31983544 8.47087969 4.20542159] with length 4
last10PointsDistances = [ 2.09939142 4.31983544 8.47087969 4.20542159 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:44:05------------------------------
last5MinsDistances = [ 1.91188543 4.13211571 8.30731713 4.0178755 0.18835355] with length 5
last10PointsDistances = [ 1.91188543 4.13211571 8.30731713 4.0178755 0.18835355 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:44:35------------------------------
last5MinsDistances = [ 1.7609347 3.91672789 8.27286583 3.7998836 0.47237883 0.33421061] with length 6
last10PointsDistances = [ 1.7609347 3.91672789 8.27286583 3.7998836 0.47237883 0.33421061
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:45:06------------------------------
last5MinsDistances = [ 2.09939142 4.31983544 8.47087969 4.20542159 0. 0.18835355
0.47237883] with length 7
last10PointsDistances = [ 2.09939142 4.31983544 8.47087969 4.20542159 0. 0.18835355
0.47237883 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:45:36------------------------------
last5MinsDistances = [ 1.85006839 0.48000035 5.44946816 0.41879755 3.92499892 3.73666463
3.54093706 3.92499892] with length 8
last10PointsDistances = [ 1.85006839 0.48000035 5.44946816 0.41879755 3.92499892 3.73666463
3.54093706 3.92499892 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.44946816308, last10PointsDistance.max() = 5.44946816308
Found trip end at 2015-08-21 20:41:35
------------------------------2015-08-21 20:46:06------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:46:36------------------------------
last5MinsDistances = [ 3.13227218] with length 1
last10PointsDistances = [ 3.13227218 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:47:06------------------------------
last5MinsDistances = [ 3.88806919 0.78662784] with length 2
last10PointsDistances = [ 3.88806919 0.78662784 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:47:36------------------------------
last5MinsDistances = [ 2.5349869 0.72085543 1.37667117] with length 3
last10PointsDistances = [ 2.5349869 0.72085543 1.37667117 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:48:06------------------------------
last5MinsDistances = [ 0.57989846 3.66472032 4.40450439 3.03514242] with length 4
last10PointsDistances = [ 0.57989846 3.66472032 4.40450439 3.03514242 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:48:36------------------------------
last5MinsDistances = [ 4.49950589 7.116723 7.89712935 6.73727887 4.32010159] with length 5
last10PointsDistances = [ 4.49950589 7.116723 7.89712935 6.73727887 4.32010159 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:49:06------------------------------
last5MinsDistances = [ 0.44486744 3.55391498 4.2998879 2.9350158 0.1435771 4.3152265 ] with length 6
last10PointsDistances = [ 0.44486744 3.55391498 4.2998879 2.9350158 0.1435771 4.3152265 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:49:36------------------------------
last5MinsDistances = [ 0.03704636 3.15544544 3.91297276 2.56206094 0.57264102 4.46286716
0.43446936] with length 7
last10PointsDistances = [ 0.03704636 3.15544544 3.91297276 2.56206094 0.57264102 4.46286716
0.43446936 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:50:09------------------------------
last5MinsDistances = [ 0.45298775 3.44700508 4.17942903 2.80685292 0.24459854 4.53771735
0.22529785 0.46114369] with length 8
last10PointsDistances = [ 0.45298775 3.44700508 4.17942903 2.80685292 0.24459854 4.53771735
0.22529785 0.46114369 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.53771734735, last10PointsDistance.max() = 4.53771734735
Found trip end at 2015-08-21 20:46:06
------------------------------2015-08-21 20:50:39------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:51:09------------------------------
last5MinsDistances = [ 4.14477795] with length 1
last10PointsDistances = [ 4.14477795 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:51:39------------------------------
last5MinsDistances = [ 0.34746027 4.29512026] with length 2
last10PointsDistances = [ 0.34746027 4.29512026 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:52:09------------------------------
last5MinsDistances = [ 6.12999984 2.10348294 6.2323245 ] with length 3
last10PointsDistances = [ 6.12999984 2.10348294 6.2323245 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:52:39------------------------------
last5MinsDistances = [ 6.1716397 2.09969053 6.28360703 0.18687044] with length 4
last10PointsDistances = [ 6.1716397 2.09969053 6.28360703 0.18687044 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:53:09------------------------------
last5MinsDistances = [ 2.54874188 3.10970794 2.42251656 4.50968113 4.61569656] with length 5
last10PointsDistances = [ 2.54874188 3.10970794 2.42251656 4.50968113 4.61569656 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:53:39------------------------------
last5MinsDistances = [ 0.89471648 5.00341522 0.92820278 7.01267124 7.04990696 3.35058382] with length 6
last10PointsDistances = [ 0.89471648 5.00341522 0.92820278 7.01267124 7.04990696 3.35058382
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:54:09------------------------------
last5MinsDistances = [ 3.17177981 3.09485826 3.04525754 4.21908228 4.34360932 0.6239536
3.97303911] with length 7
last10PointsDistances = [ 3.17177981 3.09485826 3.04525754 4.21908228 4.34360932 0.6239536
3.97303911 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:54:39------------------------------
last5MinsDistances = [ 0.73909893 4.79365791 0.85661105 6.81622353 6.84983961 3.26116131
0.24085431 3.88509889] with length 8
last10PointsDistances = [ 0.73909893 4.79365791 0.85661105 6.81622353 6.84983961 3.26116131
0.24085431 3.88509889 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.84983961063, last10PointsDistance.max() = 6.84983961063
Found trip end at 2015-08-21 20:50:39
------------------------------2015-08-21 20:55:09------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 20:55:39------------------------------
last5MinsDistances = [ 3.26672099] with length 1
last10PointsDistances = [ 3.26672099 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 20:56:09------------------------------
last5MinsDistances = [ 3.50240814 0.26698334] with length 2
last10PointsDistances = [ 3.50240814 0.26698334 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 20:56:39------------------------------
last5MinsDistances = [ 7.146353 4.92046317 4.69278543] with length 3
last10PointsDistances = [ 7.146353 4.92046317 4.69278543 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 20:57:09------------------------------
last5MinsDistances = [ 4.04315293 0.77649566 0.55597463 4.56862701] with length 4
last10PointsDistances = [ 4.04315293 0.77649566 0.55597463 4.56862701 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 20:57:39------------------------------
last5MinsDistances = [ 3.54805021 0.39846381 0.16785651 4.53186662 0.58076122] with length 5
last10PointsDistances = [ 3.54805021 0.39846381 0.16785651 4.53186662 0.58076122 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 20:58:09------------------------------
last5MinsDistances = [ 6.47934658 4.33910989 4.12262247 0.66922092 4.04694939 3.9583819 ] with length 6
last10PointsDistances = [ 6.47934658 4.33910989 4.12262247 0.66922092 4.04694939 3.9583819 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 20:58:39------------------------------
last5MinsDistances = [ 6.9932217 4.92339436 4.70749546 0.38195085 4.62802911 4.54318203
0.58491253] with length 7
last10PointsDistances = [ 6.9932217 4.92339436 4.70749546 0.38195085 4.62802911 4.54318203
0.58491253 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 20:59:10------------------------------
last5MinsDistances = [ 7.03767156 4.75862391 4.528083 0.19078269 4.39365408 4.36822607
0.59418023 0.50424511] with length 8
last10PointsDistances = [ 7.03767156 4.75862391 4.528083 0.19078269 4.39365408 4.36822607
0.59418023 0.50424511 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 7.03767156379, last10PointsDistance.max() = 7.03767156379
Found trip end at 2015-08-21 20:55:09
------------------------------2015-08-21 20:59:40------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:00:10------------------------------
last5MinsDistances = [ 0.49212077] with length 1
last10PointsDistances = [ 0.49212077 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:00:40------------------------------
last5MinsDistances = [ 2.3004714 2.52474805] with length 2
last10PointsDistances = [ 2.3004714 2.52474805 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:01:10------------------------------
last5MinsDistances = [ 0.23716854 0.44753418 2.53732813] with length 3
last10PointsDistances = [ 0.23716854 0.44753418 2.53732813 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:01:40------------------------------
last5MinsDistances = [ 3.65670969 4.14070235 3.9430808 3.72025509] with length 4
last10PointsDistances = [ 3.65670969 4.14070235 3.9430808 3.72025509 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:02:10------------------------------
last5MinsDistances = [ 3.458342 3.94058688 3.82467526 3.51761688 0.21145499] with length 5
last10PointsDistances = [ 3.458342 3.94058688 3.82467526 3.51761688 0.21145499 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:02:40------------------------------
last5MinsDistances = [ 0.15941025 0.52304162 2.44700136 0.11964759 3.6233938 3.42199913] with length 6
last10PointsDistances = [ 0.15941025 0.52304162 2.44700136 0.11964759 3.6233938 3.42199913
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:03:10------------------------------
last5MinsDistances = [ 0.27007543 0.40320676 2.56410991 0.05559746 3.77428525 3.57142374
0.17254256] with length 7
last10PointsDistances = [ 0.27007543 0.40320676 2.56410991 0.05559746 3.77428525 3.57142374
0.17254256 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:03:40------------------------------
last5MinsDistances = [ 0.80235634 1.29421053 2.10340532 0.93505812 2.88261226 2.68987139
0.81861669 0.98997402] with length 8
last10PointsDistances = [ 0.80235634 1.29421053 2.10340532 0.93505812 2.88261226 2.68987139
0.81861669 0.98997402 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 2.88261226392, last10PointsDistance.max() = 2.88261226392
Found trip end at 2015-08-21 20:59:40
------------------------------2015-08-21 21:04:10------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:04:40------------------------------
last5MinsDistances = [ 4.70012141] with length 1
last10PointsDistances = [ 4.70012141 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:05:10------------------------------
last5MinsDistances = [ 4.80297873 1.61361685] with length 2
last10PointsDistances = [ 4.80297873 1.61361685 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:05:40------------------------------
last5MinsDistances = [ 7.10206645 3.48725806 2.37288583] with length 3
last10PointsDistances = [ 7.10206645 3.48725806 2.37288583 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:06:10------------------------------
last5MinsDistances = [ 4.78079131 0.17049484 1.47441773 3.31690304] with length 4
last10PointsDistances = [ 4.78079131 0.17049484 1.47441773 3.31690304 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:06:40------------------------------
last5MinsDistances = [ 4.62365127 0.14055548 1.72389843 3.62746918 0.31057661] with length 5
last10PointsDistances = [ 4.62365127 0.14055548 1.72389843 3.62746918 0.31057661 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:07:10------------------------------
last5MinsDistances = [ 4.63808722 0.34515682 1.94388854 3.81840861 0.51180175 0.22013537] with length 6
last10PointsDistances = [ 4.63808722 0.34515682 1.94388854 3.81840861 0.51180175 0.22013537
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:07:40------------------------------
last5MinsDistances = [ 4.66915189 0.39648911 1.21717146 3.17723209 0.27291048 0.51148452
0.73117578] with length 7
last10PointsDistances = [ 4.66915189 0.39648911 1.21717146 3.17723209 0.27291048 0.51148452
0.73117578 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:08:10------------------------------
last5MinsDistances = [ 4.60621653 0.42254072 2.0126794 3.89822524 0.59039165 0.29246193
0.07981673 0.80364246] with length 8
last10PointsDistances = [ 4.60621653 0.42254072 2.0126794 3.89822524 0.59039165 0.29246193
0.07981673 0.80364246 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.60621652861, last10PointsDistance.max() = 4.60621652861
Found trip end at 2015-08-21 21:04:10
------------------------------2015-08-21 21:08:40------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:09:10------------------------------
last5MinsDistances = [ 0.23862234] with length 1
last10PointsDistances = [ 0.23862234 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:09:40------------------------------
last5MinsDistances = [ 0.21631068 0.45485079] with length 2
last10PointsDistances = [ 0.21631068 0.45485079 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:10:10------------------------------
last5MinsDistances = [ 0.16056948 0.1556729 0.3567395 ] with length 3
last10PointsDistances = [ 0.16056948 0.1556729 0.3567395 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:10:40------------------------------
last5MinsDistances = [ 2.44839575 2.65371809 2.27276344 2.50196044] with length 4
last10PointsDistances = [ 2.44839575 2.65371809 2.27276344 2.50196044 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:11:10------------------------------
last5MinsDistances = [ 2.33804764 2.57540057 2.12428517 2.45143363 1.0748098 ] with length 5
last10PointsDistances = [ 2.33804764 2.57540057 2.12428517 2.45143363 1.0748098 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:11:40------------------------------
last5MinsDistances = [ 0.1435771 0.11496692 0.35337069 0.15363403 2.58905569 2.47764963] with length 6
last10PointsDistances = [ 0.1435771 0.11496692 0.35337069 0.15363403 2.58905569 2.47764963
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:12:10------------------------------
last5MinsDistances = [ 2.96072809 3.18892454 2.75823847 3.04906771 0.84603944 0.81456871
3.10417863] with length 7
last10PointsDistances = [ 2.96072809 3.18892454 2.75823847 3.04906771 0.84603944 0.81456871
3.10417863 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:12:40------------------------------
last5MinsDistances = [ 0.33944509 0.56623468 0.17254256 0.43481656 2.11320912 2.01666234
0.48283751 2.62333403] with length 8
last10PointsDistances = [ 0.33944509 0.56623468 0.17254256 0.43481656 2.11320912 2.01666234
0.48283751 2.62333403 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 2.62333403458, last10PointsDistance.max() = 2.62333403458
Found trip end at 2015-08-21 21:08:40
------------------------------2015-08-21 21:13:11------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:13:41------------------------------
last5MinsDistances = [ 0.47539962] with length 1
last10PointsDistances = [ 0.47539962 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:14:11------------------------------
last5MinsDistances = [ 0.56069464 0.11496692] with length 2
last10PointsDistances = [ 0.56069464 0.11496692 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:14:41------------------------------
last5MinsDistances = [ 1.96755109 2.43030293 2.49237212] with length 3
last10PointsDistances = [ 1.96755109 2.43030293 2.49237212 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:15:11------------------------------
last5MinsDistances = [ 0.34084433 0.71301714 0.75865024 1.74041995] with length 4
last10PointsDistances = [ 0.34084433 0.71301714 0.75865024 1.74041995 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:15:41------------------------------
last5MinsDistances = [ 3.0797113 3.55212528 3.62319224 1.16205297 2.88362017] with length 5
last10PointsDistances = [ 3.0797113 3.55212528 3.62319224 1.16205297 2.88362017 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:16:11------------------------------
last5MinsDistances = [ 0.53490423 0.15960657 0.24264428 2.50216207 0.81986929 3.60770409] with length 6
last10PointsDistances = [ 0.53490423 0.15960657 0.24264428 2.50216207 0.81986929 3.60770409
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:16:41------------------------------
last5MinsDistances = [ 5.81397676 5.49817886 5.38344822 6.974554 5.73090746 8.03669116
5.59569045] with length 7
last10PointsDistances = [ 5.81397676 5.49817886 5.38344822 6.974554 5.73090746 8.03669116
5.59569045 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:17:11------------------------------
last5MinsDistances = [ 0.40320676 0.16002982 0.17878712 2.31442809 0.57989846 3.44753345
0.31342954 5.46062683] with length 8
last10PointsDistances = [ 0.40320676 0.16002982 0.17878712 2.31442809 0.57989846 3.44753345
0.31342954 5.46062683 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.46062682602, last10PointsDistance.max() = 5.46062682602
Found trip end at 2015-08-21 21:13:11
------------------------------2015-08-21 21:17:41------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:18:11------------------------------
last5MinsDistances = [ 1.04047088] with length 1
last10PointsDistances = [ 1.04047088 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:18:41------------------------------
last5MinsDistances = [ 0.2178186 0.83978897] with length 2
last10PointsDistances = [ 0.2178186 0.83978897 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:19:11------------------------------
last5MinsDistances = [ 0.11538622 1.07017379 0.23082821] with length 3
last10PointsDistances = [ 0.11538622 1.07017379 0.23082821 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:19:41------------------------------
last5MinsDistances = [ 0.23603705 0.88306406 0.09110162 0.20189803] with length 4
last10PointsDistances = [ 0.23603705 0.88306406 0.09110162 0.20189803 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:20:11------------------------------
last5MinsDistances = [ 0.07815334 1.00172875 0.2166802 0.19078272 0.26304081] with length 5
last10PointsDistances = [ 0.07815334 1.00172875 0.2166802 0.19078272 0.26304081 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:20:41------------------------------
last5MinsDistances = [ 4.50487425 4.74675954 4.60950542 4.61416136 4.68866379 4.44413494] with length 6
last10PointsDistances = [ 4.50487425 4.74675954 4.60950542 4.61416136 4.68866379 4.44413494
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:21:11------------------------------
last5MinsDistances = [ 3.90638585 4.05184857 3.98946037 4.01915829 4.07290603 3.84042941
0.76675499] with length 7
last10PointsDistances = [ 3.90638585 4.05184857 3.98946037 4.01915829 4.07290603 3.84042941
0.76675499 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:21:41------------------------------
last5MinsDistances = [ 3.01839205 2.15768144 2.80270973 2.98807659 2.791028 3.01470503
6.71530148 5.9741773 ] with length 8
last10PointsDistances = [ 3.01839205 2.15768144 2.80270973 2.98807659 2.791028 3.01470503
6.71530148 5.9741773 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.71530147865, last10PointsDistance.max() = 6.71530147865
Found trip end at 2015-08-21 21:17:41
------------------------------2015-08-21 21:22:11------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:22:41------------------------------
last5MinsDistances = [ 4.57745015] with length 1
last10PointsDistances = [ 4.57745015 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:23:11------------------------------
last5MinsDistances = [ 0.60051759 4.3873237 ] with length 2
last10PointsDistances = [ 0.60051759 4.3873237 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:23:41------------------------------
last5MinsDistances = [ 2.34501377 6.77683432 2.81392224] with length 3
last10PointsDistances = [ 2.34501377 6.77683432 2.81392224 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:24:11------------------------------
last5MinsDistances = [ 1.0233366 4.28768922 0.42290999 3.17655855] with length 4
last10PointsDistances = [ 1.0233366 4.28768922 0.42290999 3.17655855 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:24:42------------------------------
last5MinsDistances = [ 0.82550011 4.49738725 0.26442985 2.90450531 0.27541767] with length 5
last10PointsDistances = [ 0.82550011 4.49738725 0.26442985 2.90450531 0.27541767 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:25:12------------------------------
last5MinsDistances = [ 1.43304898 3.63381274 1.72957486 3.19797604 2.01331343 1.98765538] with length 6
last10PointsDistances = [ 1.43304898 3.63381274 1.72957486 3.19797604 2.01331343 1.98765538
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:25:42------------------------------
last5MinsDistances = [ 4.74339921 0.37847542 4.51010706 6.98624995 4.37682728 4.600524
3.88359055] with length 7
last10PointsDistances = [ 4.74339921 0.37847542 4.51010706 6.98624995 4.37682728 4.600524
3.88359055 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:26:12------------------------------
last5MinsDistances = [ 0.24606038 4.51986479 0.35757425 2.51005855 0.78016732 0.5804252
1.55890007 4.66818277] with length 8
last10PointsDistances = [ 0.24606038 4.51986479 0.35757425 2.51005855 0.78016732 0.5804252
1.55890007 4.66818277 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.66818277065, last10PointsDistance.max() = 4.66818277065
Found trip end at 2015-08-21 21:22:11
------------------------------2015-08-21 21:26:42------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:27:42------------------------------
last5MinsDistances = [ 0.15941025] with length 1
last10PointsDistances = [ 0.15941025 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:28:12------------------------------
last5MinsDistances = [ 0.22396359 0.24939179] with length 2
last10PointsDistances = [ 0.22396359 0.24939179 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:28:42------------------------------
last5MinsDistances = [ 0. 0.15941025 0.22396359] with length 3
last10PointsDistances = [ 0. 0.15941025 0.22396359 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:29:12------------------------------
last5MinsDistances = [ 0.27007543 0.17254256 0.18220325 0.27007543] with length 4
last10PointsDistances = [ 0.27007543 0.17254256 0.18220325 0.27007543 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:29:42------------------------------
last5MinsDistances = [ 0.70408429 0.6950461 0.4801743 0.70408429 0.53915559] with length 5
last10PointsDistances = [ 0.70408429 0.6950461 0.4801743 0.70408429 0.53915559 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:30:12------------------------------
last5MinsDistances = [ 0.46701869 0.48283751 0.24606038 0.46701869 0.35337069 0.24397084] with length 6
last10PointsDistances = [ 0.46701869 0.48283751 0.24606038 0.46701869 0.35337069 0.24397084
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:30:42------------------------------
last5MinsDistances = [ 0.44027075 0.41293609 0.22249571 0.44027075 0.2572261 0.28299598
0.13143804] with length 7
last10PointsDistances = [ 0.44027075 0.41293609 0.22249571 0.44027075 0.2572261 0.28299598
0.13143804 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:31:12------------------------------
last5MinsDistances = [ 1.15418451 1.29633212 1.30796587 1.15418451 1.42182304 1.68453827
1.46009093 1.51413251] with length 8
last10PointsDistances = [ 1.15418451 1.29633212 1.30796587 1.15418451 1.42182304 1.68453827
1.46009093 1.51413251 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 1.68453826633, last10PointsDistance.max() = 1.68453826633
Found trip end at 2015-08-21 21:26:42
------------------------------2015-08-21 21:31:42------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:32:12------------------------------
last5MinsDistances = [ 0.32824109] with length 1
last10PointsDistances = [ 0.32824109 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:32:42------------------------------
last5MinsDistances = [ 0.52304162 0.64879165] with length 2
last10PointsDistances = [ 0.52304162 0.64879165 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:33:12------------------------------
last5MinsDistances = [ 0.24481183 0.16512502 0.6950461 ] with length 3
last10PointsDistances = [ 0.24481183 0.16512502 0.6950461 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:33:42------------------------------
last5MinsDistances = [ 1.9902313 2.09776472 2.48471505 1.94386499] with length 4
last10PointsDistances = [ 1.9902313 2.09776472 2.48471505 1.94386499 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:34:12------------------------------
last5MinsDistances = [ 1.95434435 2.20795169 1.59691973 2.19334952 3.37514618] with length 5
last10PointsDistances = [ 1.95434435 2.20795169 1.59691973 2.19334952 3.37514618 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:34:42------------------------------
last5MinsDistances = [ 0.05748346 0.36551186 0.56623468 0.25875199 1.9370478 1.960861 ] with length 6
last10PointsDistances = [ 0.05748346 0.36551186 0.56623468 0.25875199 1.9370478 1.960861 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:35:12------------------------------
last5MinsDistances = [ 2.90594246 3.02298895 2.39517055 3.08952888 4.70628159 1.54943972
2.93961843] with length 7
last10PointsDistances = [ 2.90594246 3.02298895 2.39517055 3.08952888 4.70628159 1.54943972
2.93961843 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:35:42------------------------------
last5MinsDistances = [ 4.04898467 4.26410189 4.42928719 4.09901449 2.38532896 4.59187751
3.99155741 6.1332622 ] with length 8
last10PointsDistances = [ 4.04898467 4.26410189 4.42928719 4.09901449 2.38532896 4.59187751
3.99155741 6.1332622 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.13326220477, last10PointsDistance.max() = 6.13326220477
Found trip end at 2015-08-21 21:31:42
------------------------------2015-08-21 21:36:12------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:36:42------------------------------
last5MinsDistances = [ 0.2818804] with length 1
last10PointsDistances = [ 0.2818804 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:37:12------------------------------
last5MinsDistances = [ 2.36715061 2.12664514] with length 2
last10PointsDistances = [ 2.36715061 2.12664514 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:37:42------------------------------
last5MinsDistances = [ 3.57674331 3.68747696 5.61216945] with length 3
last10PointsDistances = [ 3.57674331 3.68747696 5.61216945 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:38:12------------------------------
last5MinsDistances = [ 2.28102468 2.43376967 4.48447861 1.36803652] with length 4
last10PointsDistances = [ 2.28102468 2.43376967 4.48447861 1.36803652 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:38:42------------------------------
last5MinsDistances = [ 4.15116705 3.87144571 2.17088213 6.62802157 5.81052385] with length 5
last10PointsDistances = [ 4.15116705 3.87144571 2.17088213 6.62802157 5.81052385 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:39:12------------------------------
last5MinsDistances = [ 4.80493633 4.5230795 3.00931068 6.91623985 6.24280474 0.88041516] with length 6
last10PointsDistances = [ 4.80493633 4.5230795 3.00931068 6.91623985 6.24280474 0.88041516
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:39:42------------------------------
last5MinsDistances = [ 3.74820765 3.88743052 5.88163631 0.4592599 1.47124918 6.9963311
7.31447771] with length 7
last10PointsDistances = [ 3.74820765 3.88743052 5.88163631 0.4592599 1.47124918 6.9963311
7.31447771 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:40:12------------------------------
last5MinsDistances = [ 0.5186856 0.39008366 1.8814576 4.06493098 2.79000613 3.7749056
4.47844677 4.25248758] with length 8
last10PointsDistances = [ 0.5186856 0.39008366 1.8814576 4.06493098 2.79000613 3.7749056
4.47844677 4.25248758 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 4.47844677294, last10PointsDistance.max() = 4.47844677294
Found trip end at 2015-08-21 21:36:12
------------------------------2015-08-21 21:40:43------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:41:13------------------------------
last5MinsDistances = [ 0.74835093] with length 1
last10PointsDistances = [ 0.74835093 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:41:43------------------------------
last5MinsDistances = [ 5.0017644 5.32995169] with length 2
last10PointsDistances = [ 5.0017644 5.32995169 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:42:13------------------------------
last5MinsDistances = [ 0.67002958 0.07833621 5.29033642] with length 3
last10PointsDistances = [ 0.67002958 0.07833621 5.29033642 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:42:43------------------------------
last5MinsDistances = [ 4.6345488 4.93928627 0.41690256 4.90164633] with length 4
last10PointsDistances = [ 4.6345488 4.93928627 0.41690256 4.90164633 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:43:13------------------------------
last5MinsDistances = [ 0.40812189 0.37600172 5.05767359 0.30199183 4.67522873] with length 5
last10PointsDistances = [ 0.40812189 0.37600172 5.05767359 0.30199183 4.67522873 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:43:43------------------------------
last5MinsDistances = [ 0. 0.74835093 5.0017644 0.67002958 4.6345488 0.40812189] with length 6
last10PointsDistances = [ 0. 0.74835093 5.0017644 0.67002958 4.6345488 0.40812189
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:44:13------------------------------
last5MinsDistances = [ 0.6645606 0.09571807 5.32646606 0.04555081 4.93858387 0.31595406
0.6645606 ] with length 7
last10PointsDistances = [ 0.6645606 0.09571807 5.32646606 0.04555081 4.93858387 0.31595406
0.6645606 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:44:43------------------------------
last5MinsDistances = [ 0.67002958 0.07833621 5.29033642 0. 4.90164633 0.30199183
0.67002958 0.04555081] with length 8
last10PointsDistances = [ 0.67002958 0.07833621 5.29033642 0. 4.90164633 0.30199183
0.67002958 0.04555081 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.29033642059, last10PointsDistance.max() = 5.29033642059
Found trip end at 2015-08-21 21:40:43
------------------------------2015-08-21 21:45:13------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:45:43------------------------------
last5MinsDistances = [ 4.378821] with length 1
last10PointsDistances = [ 4.378821 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:46:13------------------------------
last5MinsDistances = [ 7.15578171 3.98667349] with length 2
last10PointsDistances = [ 7.15578171 3.98667349 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:46:43------------------------------
last5MinsDistances = [ 4.41991586 0.2768507 4.21831964] with length 3
last10PointsDistances = [ 4.41991586 0.2768507 4.21831964 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:47:13------------------------------
last5MinsDistances = [ 2.73402448 2.14715736 5.90959267 2.05438206] with length 4
last10PointsDistances = [ 2.73402448 2.14715736 5.90959267 2.05438206 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:47:43------------------------------
last5MinsDistances = [ 0.89793636 5.25729424 8.02081802 5.28636198 3.49961314] with length 5
last10PointsDistances = [ 0.89793636 5.25729424 8.02081802 5.28636198 3.49961314 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:48:13------------------------------
last5MinsDistances = [ 4.43945916 0.33649671 3.67078697 0.6081692 2.36951388 5.32857657] with length 6
last10PointsDistances = [ 4.43945916 0.33649671 3.67078697 0.6081692 2.36951388 5.32857657
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:48:43------------------------------
last5MinsDistances = [ 4.53656306 0.53402803 3.47004253 0.79911365 2.54566716 5.42960482
0.20189803] with length 7
last10PointsDistances = [ 4.53656306 0.53402803 3.47004253 0.79911365 2.54566716 5.42960482
0.20189803 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:49:13------------------------------
last5MinsDistances = [ 4.41222537 0.20189803 3.79671663 0.47476855 2.27721239 5.29761445
0.13459869 0.33370175] with length 8
last10PointsDistances = [ 4.41222537 0.20189803 3.79671663 0.47476855 2.27721239 5.29761445
0.13459869 0.33370175 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.29761445059, last10PointsDistance.max() = 5.29761445059
Found trip end at 2015-08-21 21:45:13
------------------------------2015-08-21 21:49:43------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:50:13------------------------------
last5MinsDistances = [ 4.58147251] with length 1
last10PointsDistances = [ 4.58147251 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:50:43------------------------------
last5MinsDistances = [ 3.87144593 0.71315602] with length 2
last10PointsDistances = [ 3.87144593 0.71315602 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:51:13------------------------------
last5MinsDistances = [ 2.95166509 6.86896443 6.1800971 ] with length 3
last10PointsDistances = [ 2.95166509 6.86896443 6.1800971 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:51:43------------------------------
last5MinsDistances = [ 1.95312768 6.20612639 5.49852604 1.07862697] with length 4
last10PointsDistances = [ 1.95312768 6.20612639 5.49852604 1.07862697 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:52:13------------------------------
last5MinsDistances = [ 0.47724469 4.7646647 4.0651085 3.21623262 2.16438822] with length 5
last10PointsDistances = [ 0.47724469 4.7646647 4.0651085 3.21623262 2.16438822 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:52:43------------------------------
last5MinsDistances = [ 3.55666276 7.46747796 6.78306844 0.62115294 1.63785738 3.80000668] with length 6
last10PointsDistances = [ 3.55666276 7.46747796 6.78306844 0.62115294 1.63785738 3.80000668
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:53:14------------------------------
last5MinsDistances = [ 0.86551673 4.63808722 3.95618912 3.66786737 2.60957959 0.45624147
4.24706177] with length 7
last10PointsDistances = [ 0.86551673 4.63808722 3.95618912 3.66786737 2.60957959 0.45624147
4.24706177 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:53:44------------------------------
last5MinsDistances = [ 4.67643263 0.32122123 0.83312358 6.8548612 6.23463836 4.88741182
7.44532465 4.78779074] with length 8
last10PointsDistances = [ 4.67643263 0.32122123 0.83312358 6.8548612 6.23463836 4.88741182
7.44532465 4.78779074 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 7.44532464519, last10PointsDistance.max() = 7.44532464519
Found trip end at 2015-08-21 21:49:43
------------------------------2015-08-21 21:54:14------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:54:44------------------------------
last5MinsDistances = [ 3.19433317] with length 1
last10PointsDistances = [ 3.19433317 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:55:14------------------------------
last5MinsDistances = [ 2.82550096 0.39648913] with length 2
last10PointsDistances = [ 2.82550096 0.39648913 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 21:55:44------------------------------
last5MinsDistances = [ 2.07591989 1.32588445 0.93172984] with length 3
last10PointsDistances = [ 2.07591989 1.32588445 0.93172984 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 21:56:14------------------------------
last5MinsDistances = [ 2.69235539 0.75617711 0.42041744 0.64782625] with length 4
last10PointsDistances = [ 2.69235539 0.75617711 0.42041744 0.64782625 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 21:56:44------------------------------
last5MinsDistances = [ 1.50262956 3.66777833 3.27230041 2.34246594 2.96337819] with length 5
last10PointsDistances = [ 1.50262956 3.66777833 3.27230041 2.34246594 2.96337819 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 21:57:14------------------------------
last5MinsDistances = [ 1.5884867 3.57555867 3.18167152 2.2499844 2.85970772 0.17364937] with length 6
last10PointsDistances = [ 1.5884867 3.57555867 3.18167152 2.2499844 2.85970772 0.17364937
0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 21:57:44------------------------------
last5MinsDistances = [ 1.71926899 3.94839284 3.5535446 2.62252965 3.23758066 0.28964624
0.38170481] with length 7
last10PointsDistances = [ 1.71926899 3.94839284 3.5535446 2.62252965 3.23758066 0.28964624
0.38170481 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 21:58:14------------------------------
last5MinsDistances = [ 3.14653193 6.03617934 5.64008978 4.72557962 5.36301079 2.42511277
2.55911756 2.18159957] with length 8
last10PointsDistances = [ 3.14653193 6.03617934 5.64008978 4.72557962 5.36301079 2.42511277
2.55911756 2.18159957 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 6.03617933999, last10PointsDistance.max() = 6.03617933999
Found trip end at 2015-08-21 21:54:14
------------------------------2015-08-21 21:58:44------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 21:59:14------------------------------
last5MinsDistances = [ 2.09858991] with length 1
last10PointsDistances = [ 2.09858991 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
------------------------------2015-08-21 21:59:44------------------------------
last5MinsDistances = [ 0.58992878 2.55911756] with length 2
last10PointsDistances = [ 0.58992878 2.55911756 0. ] with length 3, shape (3,)
len(last10PointsDistances) = 3, len(last5MinsDistances) = 2
Too few points to make a decision, continuing
------------------------------2015-08-21 22:00:14------------------------------
last5MinsDistances = [ 0.41185356 2.17693599 0.38876852] with length 3
last10PointsDistances = [ 0.41185356 2.17693599 0.38876852 0. ] with length 4, shape (4,)
len(last10PointsDistances) = 4, len(last5MinsDistances) = 3
Too few points to make a decision, continuing
------------------------------2015-08-21 22:00:44------------------------------
last5MinsDistances = [ 4.81013731 3.2820938 4.97317948 4.62878673] with length 4
last10PointsDistances = [ 4.81013731 3.2820938 4.97317948 4.62878673 0. ] with length 5, shape (5,)
len(last10PointsDistances) = 5, len(last5MinsDistances) = 4
Too few points to make a decision, continuing
------------------------------2015-08-21 22:01:14------------------------------
last5MinsDistances = [ 2.97405827 4.82106476 2.38908384 2.71401422 6.43910889] with length 5
last10PointsDistances = [ 2.97405827 4.82106476 2.38908384 2.71401422 6.43910889 0. ] with length 6, shape (6,)
len(last10PointsDistances) = 6, len(last5MinsDistances) = 5
Too few points to make a decision, continuing
------------------------------2015-08-21 22:01:44------------------------------
last5MinsDistances = [ 7.59565798 9.43933688 7.01824109 7.35160747 10.51718554
4.63801325] with length 6
last10PointsDistances = [ 7.59565798 9.43933688 7.01824109 7.35160747 10.51718554
4.63801325 0. ] with length 7, shape (7,)
len(last10PointsDistances) = 7, len(last5MinsDistances) = 6
Too few points to make a decision, continuing
------------------------------2015-08-21 22:01:52------------------------------
last5MinsDistances = [ 7.94329644 9.76409255 7.36320035 7.69148736 10.76175775
4.97772611 0.38824785] with length 7
last10PointsDistances = [ 7.94329644 9.76409255 7.36320035 7.69148736 10.76175775
4.97772611 0.38824785 0. ] with length 8, shape (8,)
len(last10PointsDistances) = 8, len(last5MinsDistances) = 7
Too few points to make a decision, continuing
------------------------------2015-08-21 22:02:27------------------------------
last5MinsDistances = [ 2.64609301 4.28516938 2.06308163 2.31292197 5.68632532 0.77602696
5.16835879 5.48444087] with length 8
last10PointsDistances = [ 2.64609301 4.28516938 2.06308163 2.31292197 5.68632532 0.77602696
5.16835879 5.48444087 0. ] with length 9, shape (9,)
len(last10PointsDistances) = 9, len(last5MinsDistances) = 8
last5MinsDistances.max() = 5.68632531726, last10PointsDistance.max() = 5.68632531726
Found trip end at 2015-08-21 21:58:44
------------------------------2015-08-21 22:02:57------------------------------
last5MinsDistances = [] with length 0
last10PointsDistances = [ 0.] with length 1, shape (1,)
len(last10PointsDistances) = 1, len(last5MinsDistances) = 0
Too few points to make a decision, continuing
------------------------------2015-08-21 22:03:27------------------------------
last5MinsDistances = [ 2.22565263] with length 1
last10PointsDistances = [ 2.22565263 0. ] with length 2, shape (2,)
len(last10PointsDistances) = 2, len(last5MinsDistances) = 1
Too few points to make a decision, continuing
In [27]:
ipy.inline_map(lo.get_map(pd.DataFrame(my_trips_df_aug_21)))
Out[27]:
In [28]:
def make_trip(startDict, endDict):
start = ad.AttrDict(startDict)
end = ad.AttrDict(endDict)
print "-" * 20 + str(start.formatted_time) + " -> " + str(end.formatted_time) + "-" * 20
trip = ad.AttrDict({'user_id': myUUID, 'loc_filter': 'time',
'start_ts': start.mTime, 'end_ts': end.mTime,
'start_time': start.formatted_time, 'end_time': end.formatted_time})
return trip
In [29]:
my_trips_list_aug_21 = [make_trip(s1, s2) for s1, s2 in zip(my_trips_df_aug_21, my_trips_df_aug_21[1:])]
--------------------2015-08-21 07:55:01 -> 2015-08-21 08:10:17--------------------
--------------------2015-08-21 08:10:17 -> 2015-08-21 09:47:17--------------------
--------------------2015-08-21 09:47:17 -> 2015-08-21 19:09:21--------------------
--------------------2015-08-21 19:09:21 -> 2015-08-21 19:14:28--------------------
--------------------2015-08-21 19:14:28 -> 2015-08-21 19:18:59--------------------
--------------------2015-08-21 19:18:59 -> 2015-08-21 19:23:29--------------------
--------------------2015-08-21 19:23:29 -> 2015-08-21 19:27:59--------------------
--------------------2015-08-21 19:27:59 -> 2015-08-21 19:33:00--------------------
--------------------2015-08-21 19:33:00 -> 2015-08-21 19:37:30--------------------
--------------------2015-08-21 19:37:30 -> 2015-08-21 19:42:00--------------------
--------------------2015-08-21 19:42:00 -> 2015-08-21 19:46:30--------------------
--------------------2015-08-21 19:46:30 -> 2015-08-21 19:50:32--------------------
--------------------2015-08-21 19:50:32 -> 2015-08-21 19:55:32--------------------
--------------------2015-08-21 19:55:32 -> 2015-08-21 20:00:03--------------------
--------------------2015-08-21 20:00:03 -> 2015-08-21 20:04:33--------------------
--------------------2015-08-21 20:04:33 -> 2015-08-21 20:09:03--------------------
--------------------2015-08-21 20:09:03 -> 2015-08-21 20:13:33--------------------
--------------------2015-08-21 20:13:33 -> 2015-08-21 20:18:03--------------------
--------------------2015-08-21 20:18:03 -> 2015-08-21 20:22:34--------------------
--------------------2015-08-21 20:22:34 -> 2015-08-21 20:27:34--------------------
--------------------2015-08-21 20:27:34 -> 2015-08-21 20:32:05--------------------
--------------------2015-08-21 20:32:05 -> 2015-08-21 20:37:05--------------------
--------------------2015-08-21 20:37:05 -> 2015-08-21 20:41:35--------------------
--------------------2015-08-21 20:41:35 -> 2015-08-21 20:46:06--------------------
--------------------2015-08-21 20:46:06 -> 2015-08-21 20:50:39--------------------
--------------------2015-08-21 20:50:39 -> 2015-08-21 20:55:09--------------------
--------------------2015-08-21 20:55:09 -> 2015-08-21 20:59:40--------------------
--------------------2015-08-21 20:59:40 -> 2015-08-21 21:04:10--------------------
--------------------2015-08-21 21:04:10 -> 2015-08-21 21:08:40--------------------
--------------------2015-08-21 21:08:40 -> 2015-08-21 21:13:11--------------------
--------------------2015-08-21 21:13:11 -> 2015-08-21 21:17:41--------------------
--------------------2015-08-21 21:17:41 -> 2015-08-21 21:22:11--------------------
--------------------2015-08-21 21:22:11 -> 2015-08-21 21:26:42--------------------
--------------------2015-08-21 21:26:42 -> 2015-08-21 21:31:42--------------------
--------------------2015-08-21 21:31:42 -> 2015-08-21 21:36:12--------------------
--------------------2015-08-21 21:36:12 -> 2015-08-21 21:40:43--------------------
--------------------2015-08-21 21:40:43 -> 2015-08-21 21:45:13--------------------
--------------------2015-08-21 21:45:13 -> 2015-08-21 21:49:43--------------------
--------------------2015-08-21 21:49:43 -> 2015-08-21 21:54:14--------------------
--------------------2015-08-21 21:54:14 -> 2015-08-21 21:58:44--------------------
In the above list, the last several "trips" are caused by the bug in the code that did not detect the trip end correctly. Let us ignore them.
In [30]:
my_trips_list_aug_21 = my_trips_list_aug_21[0:3]; my_trips_list_aug_21
Out[30]:
[AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'end_time': Timestamp('2015-08-21 08:10:17'), 'start_time': Timestamp('2015-08-21 07:55:01'), 'end_ts': 1440169817278, 'start_ts': 1440168901638, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'end_time': Timestamp('2015-08-21 09:47:17'), 'start_time': Timestamp('2015-08-21 08:10:17'), 'end_ts': 1440175637229, 'start_ts': 1440169817278, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'end_time': Timestamp('2015-08-21 19:09:21'), 'start_time': Timestamp('2015-08-21 09:47:17'), 'end_ts': 1440209361354, 'start_ts': 1440175637229, 'loc_filter': 'time'})]
In [31]:
curr_activity_df_0 = lq.get_activities_for_section(my_trips_list_aug_21[0])
print curr_activity_df_0[['formatted_time', 'agb', 'agc', 'activity']]
formatted_time agb agc activity
0 2015-08-21 08:03:47 5 100 Activities.TILTING
1 2015-08-21 08:04:20 0 100 Activities.IN_VEHICLE
2 2015-08-21 08:04:49 0 100 Activities.IN_VEHICLE
3 2015-08-21 08:05:19 0 92 Activities.IN_VEHICLE
4 2015-08-21 08:07:15 3 95 Activities.STILL
5 2015-08-21 08:08:20 0 92 Activities.IN_VEHICLE
6 2015-08-21 08:08:50 0 100 Activities.IN_VEHICLE
7 2015-08-21 08:09:19 0 100 Activities.IN_VEHICLE
8 2015-08-21 08:09:49 0 100 Activities.IN_VEHICLE
In [32]:
curr_activity_df_2 = lq.get_activities_for_section(my_trips_list_aug_21[2])
print curr_activity_df_2[['formatted_time', 'agb', 'agc', 'activity']]
formatted_time agb agc activity
0 2015-08-21 09:47:37 2 92 Activities.ON_FOOT
1 2015-08-21 09:48:08 2 92 Activities.ON_FOOT
2 2015-08-21 09:49:59 2 100 Activities.ON_FOOT
3 2015-08-21 09:50:10 2 92 Activities.ON_FOOT
4 2015-08-21 09:50:36 5 100 Activities.TILTING
5 2015-08-21 09:51:01 5 100 Activities.TILTING
6 2015-08-21 09:51:36 5 100 Activities.TILTING
7 2015-08-21 17:13:54 5 100 Activities.TILTING
8 2015-08-21 17:14:01 2 97 Activities.ON_FOOT
9 2015-08-21 17:14:24 2 100 Activities.ON_FOOT
10 2015-08-21 17:14:54 5 100 Activities.TILTING
11 2015-08-21 17:15:01 2 100 Activities.ON_FOOT
12 2015-08-21 17:15:24 2 100 Activities.ON_FOOT
13 2015-08-21 17:15:54 5 100 Activities.TILTING
14 2015-08-21 17:16:01 2 100 Activities.ON_FOOT
15 2015-08-21 17:16:24 5 100 Activities.TILTING
16 2015-08-21 17:16:28 5 100 Activities.TILTING
17 2015-08-21 17:16:31 5 100 Activities.TILTING
18 2015-08-21 17:16:32 2 90 Activities.ON_FOOT
19 2015-08-21 17:16:54 5 100 Activities.TILTING
20 2015-08-21 17:17:09 2 90 Activities.ON_FOOT
21 2015-08-21 17:17:24 5 100 Activities.TILTING
22 2015-08-21 17:17:51 2 97 Activities.ON_FOOT
23 2015-08-21 17:18:19 2 62 Activities.ON_FOOT
24 2015-08-21 17:18:25 2 100 Activities.ON_FOOT
25 2015-08-21 17:18:54 2 100 Activities.ON_FOOT
26 2015-08-21 17:19:28 2 100 Activities.ON_FOOT
27 2015-08-21 17:19:57 2 100 Activities.ON_FOOT
28 2015-08-21 17:20:27 2 100 Activities.ON_FOOT
29 2015-08-21 17:21:10 2 62 Activities.ON_FOOT
.. ... ... ... ...
254 2015-08-21 18:53:52 0 92 Activities.IN_VEHICLE
255 2015-08-21 18:54:22 0 100 Activities.IN_VEHICLE
256 2015-08-21 18:54:52 0 100 Activities.IN_VEHICLE
257 2015-08-21 18:55:23 5 100 Activities.TILTING
258 2015-08-21 18:55:39 5 100 Activities.TILTING
259 2015-08-21 18:55:40 0 49 Activities.IN_VEHICLE
260 2015-08-21 18:56:06 0 48 Activities.IN_VEHICLE
261 2015-08-21 18:56:22 0 100 Activities.IN_VEHICLE
262 2015-08-21 18:57:18 0 70 Activities.IN_VEHICLE
263 2015-08-21 18:57:53 5 100 Activities.TILTING
264 2015-08-21 18:58:23 0 63 Activities.IN_VEHICLE
265 2015-08-21 18:58:53 0 54 Activities.IN_VEHICLE
266 2015-08-21 18:59:47 2 48 Activities.ON_FOOT
267 2015-08-21 19:00:23 2 85 Activities.ON_FOOT
268 2015-08-21 19:00:53 2 92 Activities.ON_FOOT
269 2015-08-21 19:01:23 2 69 Activities.ON_FOOT
270 2015-08-21 19:01:53 2 100 Activities.ON_FOOT
271 2015-08-21 19:02:48 4 52 Activities.UNKNOWN
272 2015-08-21 19:03:37 1 92 Activities.ON_BICYCLE
273 2015-08-21 19:04:18 0 46 Activities.IN_VEHICLE
274 2015-08-21 19:04:58 5 100 Activities.TILTING
275 2015-08-21 19:05:07 5 100 Activities.TILTING
276 2015-08-21 19:05:15 1 50 Activities.ON_BICYCLE
277 2015-08-21 19:06:18 0 46 Activities.IN_VEHICLE
278 2015-08-21 19:07:10 1 87 Activities.ON_BICYCLE
279 2015-08-21 19:07:53 1 92 Activities.ON_BICYCLE
280 2015-08-21 19:08:24 1 92 Activities.ON_BICYCLE
281 2015-08-21 19:08:53 5 100 Activities.TILTING
282 2015-08-21 19:09:02 5 100 Activities.TILTING
283 2015-08-21 19:09:19 1 50 Activities.ON_BICYCLE
[284 rows x 4 columns]
In [33]:
curr_section_list_2 = ss.segment_into_sections(my_trips_list_aug_21[2])
At 2015-08-21 09:47:37, retained existing activity Activities.ON_FOOT
At 2015-08-21 09:48:08, retained existing activity Activities.ON_FOOT
At 2015-08-21 09:49:59, retained existing activity Activities.ON_FOOT
At 2015-08-21 09:50:10, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:14:01, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:14:24, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:15:01, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:15:24, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:16:01, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:16:32, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:17:09, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:17:51, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:18:19, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:18:25, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:18:54, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:19:28, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:19:57, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:20:27, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:21:10, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:21:30, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:22:00, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:22:56, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:23:26, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:23:55, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:24:00, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:24:31, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:25:27, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:26:17, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:26:31, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:27:23, retained existing activity Activities.ON_FOOT
At 2015-08-21 17:28:23, found new activity Activities.IN_VEHICLE compared to current Activities.ON_FOOT - creating new section with start_time 2015-08-21 17:27:23
At 2015-08-21 17:29:01, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:29:30, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:30:23, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:30:45, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:31:06, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:31:09, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:31:13, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:31:16, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:31:31, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:32:15, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:32:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:33:15, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:33:31, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:34:23, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:34:27, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:34:30, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:34:34, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:34:37, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:34:58, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:35:43, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:35:47, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:36:32, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:36:36, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:38:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:38:58, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:00, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:26, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:29, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:33, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:36, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:40, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:44, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:47, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:39:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:40:11, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:40:57, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:41:44, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:42:14, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:42:44, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:43:14, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:44:01, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:45:10, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:45:42, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:46:26, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:46:29, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:46:47, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:47:12, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:47:42, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:48:12, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:48:47, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:49:34, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:50:26, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:51:13, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:51:16, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:51:43, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:52:36, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:52:48, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:53:09, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:06, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:09, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:13, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:16, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:24, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:27, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:31, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:34, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:38, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:54:57, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:55:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:56:06, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:57:05, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:57:48, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:58:18, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:58:48, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 17:59:35, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:04, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:08, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:11, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:15, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:00:57, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:01:35, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:02:15, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:02:49, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:03:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:03:49, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:04:19, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:05:06, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:06:06, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:06:49, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:07:36, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:08:36, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:09:37, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:09:40, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:09:55, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:10:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:10:50, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:11:37, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:12:37, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:13:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:14:12, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:14:58, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:15:33, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:15:50, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:16:37, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:16:41, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:17:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:17:50, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:18:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:19:16, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:19:50, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:20:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:20:50, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:21:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:22:34, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:22:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:23:21, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:23:50, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:24:20, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:24:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:25:46, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:26:28, found new activity Activities.ON_FOOT compared to current Activities.IN_VEHICLE - creating new section with start_time 2015-08-21 18:25:46
At 2015-08-21 18:26:51, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:27:21, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:27:51, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:28:21, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:29:16, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:30:21, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:30:51, retained existing activity Activities.ON_FOOT
At 2015-08-21 18:31:46, found new activity Activities.IN_VEHICLE compared to current Activities.ON_FOOT - creating new section with start_time 2015-08-21 18:30:51
At 2015-08-21 18:32:21, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:32:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:33:21, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:33:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:34:21, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:34:51, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:35:21, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:36:17, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:36:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:37:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:37:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:38:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:38:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:39:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:40:09, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:40:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:41:39, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:42:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:42:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:43:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:43:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:44:39, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:44:43, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:45:39, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:45:43, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:45:57, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:46:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:46:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:47:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:47:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:48:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:48:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:49:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:50:17, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:50:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:51:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:52:09, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:52:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:53:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:53:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:54:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:54:52, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:55:40, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:56:06, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:56:22, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:57:18, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:58:23, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:58:53, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 18:59:47, retained existing activity Activities.IN_VEHICLE
At 2015-08-21 19:00:23, found new activity Activities.ON_FOOT compared to current Activities.IN_VEHICLE - creating new section with start_time 2015-08-21 18:59:47
At 2015-08-21 19:00:53, retained existing activity Activities.ON_FOOT
At 2015-08-21 19:01:23, retained existing activity Activities.ON_FOOT
At 2015-08-21 19:01:53, retained existing activity Activities.ON_FOOT
At 2015-08-21 19:02:48, retained existing activity Activities.ON_FOOT
At 2015-08-21 19:03:37, found new activity Activities.ON_BICYCLE compared to current Activities.ON_FOOT - creating new section with start_time 2015-08-21 19:02:48
At 2015-08-21 19:04:18, retained existing activity Activities.ON_BICYCLE
At 2015-08-21 19:05:15, retained existing activity Activities.ON_BICYCLE
At 2015-08-21 19:06:18, retained existing activity Activities.ON_BICYCLE
At 2015-08-21 19:07:10, retained existing activity Activities.ON_BICYCLE
At 2015-08-21 19:07:53, retained existing activity Activities.ON_BICYCLE
At 2015-08-21 19:08:24, retained existing activity Activities.ON_BICYCLE
At 2015-08-21 19:09:19, retained existing activity Activities.ON_BICYCLE
Detected trip end! Ending section at 2015-08-21 19:09:21
In [34]:
raw_activity_list = lq.get_activities_for_section(my_trips_list_aug_21[2])
print raw_activity_list[raw_activity_list.activity != lq.Activities.TILTING][100:150]
CK agb agc filter key platform read_ts type \
138 1 3 77 time background/activity android 0 message
139 1 0 97 time background/activity android 0 message
140 1 0 46 time background/activity android 0 message
141 1 3 90 time background/activity android 0 message
142 1 0 100 time background/activity android 0 message
143 1 0 100 time background/activity android 0 message
144 1 0 62 time background/activity android 0 message
145 1 0 85 time background/activity android 0 message
147 1 0 90 time background/activity android 0 message
148 1 3 64 time background/activity android 0 message
149 1 3 100 time background/activity android 0 message
150 1 3 92 time background/activity android 0 message
151 1 3 54 time background/activity android 0 message
152 1 3 46 time background/activity android 0 message
153 1 3 85 time background/activity android 0 message
155 1 4 50 time background/activity android 0 message
156 1 4 50 time background/activity android 0 message
159 1 3 46 time background/activity android 0 message
161 1 0 80 time background/activity android 0 message
162 1 0 69 time background/activity android 0 message
163 1 0 100 time background/activity android 0 message
164 1 0 85 time background/activity android 0 message
165 1 3 100 time background/activity android 0 message
166 1 0 97 time background/activity android 0 message
167 1 0 77 time background/activity android 0 message
168 1 3 82 time background/activity android 0 message
169 1 0 100 time background/activity android 0 message
172 1 0 79 time background/activity android 0 message
173 1 0 54 time background/activity android 0 message
174 1 0 100 time background/activity android 0 message
175 1 0 92 time background/activity android 0 message
176 1 0 100 time background/activity android 0 message
177 1 3 87 time background/activity android 0 message
178 1 0 100 time background/activity android 0 message
179 1 0 92 time background/activity android 0 message
180 1 0 85 time background/activity android 0 message
181 1 0 50 time background/activity android 0 message
182 1 3 75 time background/activity android 0 message
183 1 3 85 time background/activity android 0 message
185 1 0 85 time background/activity android 0 message
186 1 0 100 time background/activity android 0 message
187 1 0 69 time background/activity android 0 message
188 1 0 100 time background/activity android 0 message
189 1 0 77 time background/activity android 0 message
190 1 0 71 time background/activity android 0 message
191 1 0 100 time background/activity android 0 message
192 1 0 100 time background/activity android 0 message
193 1 0 100 time background/activity android 0 message
194 1 3 65 time background/activity android 0 message
195 1 0 97 time background/activity android 0 message
write_ts formatted_time activity
138 1440204878601 2015-08-21 17:54:38 Activities.STILL
139 1440204897768 2015-08-21 17:54:57 Activities.IN_VEHICLE
140 1440204919310 2015-08-21 17:55:19 Activities.IN_VEHICLE
141 1440204966321 2015-08-21 17:56:06 Activities.STILL
142 1440205025924 2015-08-21 17:57:05 Activities.IN_VEHICLE
143 1440205068786 2015-08-21 17:57:48 Activities.IN_VEHICLE
144 1440205098964 2015-08-21 17:58:18 Activities.IN_VEHICLE
145 1440205128931 2015-08-21 17:58:48 Activities.IN_VEHICLE
147 1440205175867 2015-08-21 17:59:35 Activities.IN_VEHICLE
148 1440205204730 2015-08-21 18:00:04 Activities.STILL
149 1440205208159 2015-08-21 18:00:08 Activities.STILL
150 1440205211626 2015-08-21 18:00:11 Activities.STILL
151 1440205215078 2015-08-21 18:00:15 Activities.STILL
152 1440205219027 2015-08-21 18:00:19 Activities.STILL
153 1440205222469 2015-08-21 18:00:22 Activities.STILL
155 1440205257673 2015-08-21 18:00:57 Activities.UNKNOWN
156 1440205295983 2015-08-21 18:01:35 Activities.UNKNOWN
159 1440205335869 2015-08-21 18:02:15 Activities.STILL
161 1440205369199 2015-08-21 18:02:49 Activities.IN_VEHICLE
162 1440205399229 2015-08-21 18:03:19 Activities.IN_VEHICLE
163 1440205429262 2015-08-21 18:03:49 Activities.IN_VEHICLE
164 1440205459398 2015-08-21 18:04:19 Activities.IN_VEHICLE
165 1440205506480 2015-08-21 18:05:06 Activities.STILL
166 1440205566273 2015-08-21 18:06:06 Activities.IN_VEHICLE
167 1440205609649 2015-08-21 18:06:49 Activities.IN_VEHICLE
168 1440205656565 2015-08-21 18:07:36 Activities.STILL
169 1440205716998 2015-08-21 18:08:36 Activities.IN_VEHICLE
172 1440205777412 2015-08-21 18:09:37 Activities.IN_VEHICLE
173 1440205780605 2015-08-21 18:09:40 Activities.IN_VEHICLE
174 1440205795315 2015-08-21 18:09:55 Activities.IN_VEHICLE
175 1440205820412 2015-08-21 18:10:20 Activities.IN_VEHICLE
176 1440205850345 2015-08-21 18:10:50 Activities.IN_VEHICLE
177 1440205897550 2015-08-21 18:11:37 Activities.STILL
178 1440205957352 2015-08-21 18:12:37 Activities.IN_VEHICLE
179 1440206000566 2015-08-21 18:13:20 Activities.IN_VEHICLE
180 1440206052351 2015-08-21 18:14:12 Activities.IN_VEHICLE
181 1440206098751 2015-08-21 18:14:58 Activities.IN_VEHICLE
182 1440206133841 2015-08-21 18:15:33 Activities.STILL
183 1440206150726 2015-08-21 18:15:50 Activities.STILL
185 1440206197664 2015-08-21 18:16:37 Activities.IN_VEHICLE
186 1440206201152 2015-08-21 18:16:41 Activities.IN_VEHICLE
187 1440206240620 2015-08-21 18:17:20 Activities.IN_VEHICLE
188 1440206270730 2015-08-21 18:17:50 Activities.IN_VEHICLE
189 1440206300626 2015-08-21 18:18:20 Activities.IN_VEHICLE
190 1440206356083 2015-08-21 18:19:16 Activities.IN_VEHICLE
191 1440206390867 2015-08-21 18:19:50 Activities.IN_VEHICLE
192 1440206420939 2015-08-21 18:20:20 Activities.IN_VEHICLE
193 1440206450900 2015-08-21 18:20:50 Activities.IN_VEHICLE
194 1440206511080 2015-08-21 18:21:51 Activities.STILL
195 1440206554516 2015-08-21 18:22:34 Activities.IN_VEHICLE
In [35]:
curr_section_list_2
Out[35]:
[AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': Timestamp('2015-08-21 09:47:17'), 'end_ts': 1440203243798, 'start_ts': 1440175637229, 'end_time': '2015-08-21 17:27:23', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 17, 27, 23), 'end_ts': 1440206746525, 'start_ts': 1440203243798, 'end_time': '2015-08-21 18:25:46', 'activity': <Activities.IN_VEHICLE: 0>, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 25, 46), 'end_ts': 1440207051337, 'start_ts': 1440206746525, 'end_time': '2015-08-21 18:30:51', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 30, 51), 'end_ts': 1440208787154, 'start_ts': 1440207051337, 'end_time': '2015-08-21 18:59:47', 'activity': <Activities.IN_VEHICLE: 0>, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 59, 47), 'end_ts': 1440208968804, 'start_ts': 1440208787154, 'end_time': '2015-08-21 19:02:48', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}),
AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 19, 2, 48), 'end_ts': 1440209361354, 'start_ts': 1440208968804, 'end_time': Timestamp('2015-08-21 19:09:21'), 'activity': <Activities.ON_BICYCLE: 1>, 'loc_filter': 'time'})]
In [36]:
curr_map_section_list_2 = lo.get_map_list_after_segmentation([(my_trips_list_aug_21[2], curr_section_list_2)])
DEBUG:root:==================== 2015-08-21 09:47:17 -> 2015-08-21 19:09:21 ====================
DEBUG:root:-------------------- 0: 2015-08-21 09:47:17 -> 2015-08-21 17:27:23 --------------------
DEBUG:root:filtering points Int64Index([13, 14, 15, 16], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (17, 29) to (13, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': Timestamp('2015-08-21 09:47:17'), 'end_ts': 1440203243798, 'start_ts': 1440175637229, 'end_time': '2015-08-21 17:27:23', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}), section_df.shape = (13, 29), formatted_time.head() = 0 2015-08-21 09:48:02
1 2015-08-21 09:48:33
2 2015-08-21 09:49:03
3 2015-08-21 09:49:31
4 2015-08-21 09:50:02
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 1: 2015-08-21 17:27:23 -> 2015-08-21 18:25:46 --------------------
DEBUG:root:filtering points Int64Index([17, 18, 19, 20, 21, 22, 23, 24, 28, 29, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 44, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 88, 89, 90, 91, 94, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (105, 29) to (15, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 17, 27, 23), 'end_ts': 1440206746525, 'start_ts': 1440203243798, 'end_time': '2015-08-21 18:25:46', 'activity': <Activities.IN_VEHICLE: 0>, 'loc_filter': 'time'}), section_df.shape = (15, 29), formatted_time.head() = 0 2015-08-21 17:31:30
1 2015-08-21 17:31:51
2 2015-08-21 17:32:29
3 2015-08-21 17:35:39
4 2015-08-21 17:35:39
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 2: 2015-08-21 18:25:46 -> 2015-08-21 18:30:51 --------------------
DEBUG:root:filtering points Int64Index([131], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (11, 29) to (10, 29)
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 25, 46), 'end_ts': 1440207051337, 'start_ts': 1440206746525, 'end_time': '2015-08-21 18:30:51', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}), section_df.shape = (10, 29), formatted_time.head() = 0 2015-08-21 18:25:48
1 2015-08-21 18:26:18
2 2015-08-21 18:26:48
3 2015-08-21 18:27:18
4 2015-08-21 18:27:48
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 3: 2015-08-21 18:30:51 -> 2015-08-21 18:59:47 --------------------
DEBUG:root:filtering points Int64Index([134, 135, 136, 137, 138, 139, 140, 145, 146, 147, 148, 149, 155, 156, 157, 158, 159, 161, 162, 167, 168, 169, 170, 172, 173, 174, 175, 176], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (44, 29) to (16, 29)
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 30, 51), 'end_ts': 1440208787154, 'start_ts': 1440207051337, 'end_time': '2015-08-21 18:59:47', 'activity': <Activities.IN_VEHICLE: 0>, 'loc_filter': 'time'}), section_df.shape = (16, 29), formatted_time.head() = 0 2015-08-21 18:31:18
1 2015-08-21 18:36:19
2 2015-08-21 18:36:49
3 2015-08-21 18:37:19
4 2015-08-21 18:38:49
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 4: 2015-08-21 18:59:47 -> 2015-08-21 19:02:48 --------------------
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (6, 29) to (6, 29)
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 59, 47), 'end_ts': 1440208968804, 'start_ts': 1440208787154, 'end_time': '2015-08-21 19:02:48', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}), section_df.shape = (6, 29), formatted_time.head() = 0 2015-08-21 18:59:50
1 2015-08-21 19:00:24
2 2015-08-21 19:00:49
3 2015-08-21 19:01:20
4 2015-08-21 19:01:50
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 5: 2015-08-21 19:02:48 -> 2015-08-21 19:09:21 --------------------
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (13, 29) to (13, 29)
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 19, 2, 48), 'end_ts': 1440209361354, 'start_ts': 1440208968804, 'end_time': Timestamp('2015-08-21 19:09:21'), 'activity': <Activities.ON_BICYCLE: 1>, 'loc_filter': 'time'}), section_df.shape = (13, 29), formatted_time.head() = 0 2015-08-21 19:02:50
1 2015-08-21 19:03:20
2 2015-08-21 19:03:50
3 2015-08-21 19:04:20
4 2015-08-21 19:04:50
Name: formatted_time, dtype: datetime64[ns]
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440175637229}}, {'data.mTime': {'$lt': 1440209361354}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
In [37]:
ipy.inline_map(curr_map_section_list_2[0])
Out[37]:
In [38]:
len(curr_section_list_2)
Out[38]:
6
In [39]:
import emission.analysis.classification.cleaning.speed_outlier_detection as cso
import emission.analysis.classification.cleaning.jump_smoothing as cjs
In [40]:
reload(cso)
reload(cjs)
Out[40]:
<module 'emission.analysis.classification.cleaning.jump_smoothing' from '/Users/shankari/e-mission/e-mission-server/emission/analysis/classification/cleaning/jump_smoothing.pyc'>
In [41]:
reload(lo.ls)
Out[41]:
<module 'emission.analysis.classification.cleaning.location_smoothing' from '/Users/shankari/e-mission/e-mission-server/emission/analysis/classification/cleaning/location_smoothing.pyc'>
In [42]:
curr_filtered_map_list_2 = lo.evaluate_filtering(curr_section_list_2, [cso.BoxplotOutlier(ignore_zeros=True)], [cjs.SmoothZigzag()])
DEBUG:root:filtering points Int64Index([13, 14, 15, 16], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (17, 29) to (13, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:filtering points Int64Index([13, 14, 15, 16], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (17, 29) to (13, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:quartile values are 0.25 0.080789
0.75 1.040615
Name: speed, dtype: float64
DEBUG:root:iqr 0.959825903999
DEBUG:root:For cluster 0 - 12, distance = 237.851079012, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 12, 237.851079012)] with size 1
INFO:root:No jumps, nothing to filter
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440175637229}}, {'data.mTime': {'$lt': 1440203243798}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
After filtering with <emission.analysis.classification.cleaning.speed_outlier_detection.BoxplotOutlier object at 0x10b9c6910>, <emission.analysis.classification.cleaning.jump_smoothing.SmoothZigzag object at 0x10b9c6950>, size is (13, 29)
DEBUG:root:filtering points Int64Index([0, 1, 2, 3, 4, 5, 6, 7, 11, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 27, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 77, 79, 80, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (105, 29) to (15, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:filtering points Int64Index([0, 1, 2, 3, 4, 5, 6, 7, 11, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 27, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 77, 79, 80, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (105, 29) to (15, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:quartile values are 0.25 7.530054
0.75 13.955832
Name: speed, dtype: float64
DEBUG:root:iqr 6.42577771926
DEBUG:root:For cluster 0 - 1, distance = 0.0, is_cluster = True
DEBUG:root:For cluster 1 - 14, distance = 22685.7368091, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 1, 0.0), Segment(1, 14, 22685.7368091)] with size 2
DEBUG:root:shortest_non_cluster_segment = 1
DEBUG:root:Finished marking segment states for direction IterationDirection.RIGHT
DEBUG:root:Processing segment 0: Segment(0, 1, 0.0), expecting state Segment_State.BAD
DEBUG:root:At the end of the loop for direction IterationDirection.LEFT, i = -1
DEBUG:root:Finished marking segment states for direction IterationDirection.LEFT
DEBUG:root:unknown_segments = []
DEBUG:root:bad_segments = [Segment(0, 1, 0.0)]
DEBUG:root:after setting values, outlier_mask = [0]
DEBUG:root:point details are mLatitude mLongitude mAccuracy formatted_time
0 37.845374 -122.270862 91.2 2015-08-21 17:31:30
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:quartile values are 0.25 7.354320
0.75 13.020115
Name: speed, dtype: float64
DEBUG:root:iqr 5.66579501398
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440203243798}}, {'data.mTime': {'$lt': 1440206746525}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
After filtering with <emission.analysis.classification.cleaning.speed_outlier_detection.BoxplotOutlier object at 0x10b9c6910>, <emission.analysis.classification.cleaning.jump_smoothing.SmoothZigzag object at 0x10b9c6950>, size is (14, 29)
DEBUG:root:filtering points Int64Index([9], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (11, 28) to (10, 28)
DEBUG:root:filtering points Int64Index([9], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (11, 28) to (10, 28)
DEBUG:root:quartile values are 0.25 0.266927
0.75 0.712135
Name: speed, dtype: float64
DEBUG:root:iqr 0.445207804397
DEBUG:root:For cluster 0 - 3, distance = 6.33026652385, is_cluster = True
DEBUG:root:For cluster 3 - 4, distance = 0.0, is_cluster = True
DEBUG:root:For cluster 4 - 9, distance = 6.90708147114, is_cluster = True
DEBUG:root:After splitting, segment list is [Segment(0, 3, 6.33026652385), Segment(3, 4, 0.0), Segment(4, 9, 6.90708147114)] with size 3
DEBUG:root:Processing segment 1: Segment(3, 4, 0.0), expecting state Segment_State.BAD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 2
DEBUG:root:Processing segment 2: Segment(4, 9, 6.90708147114), expecting state Segment_State.GOOD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 3
DEBUG:root:Finished marking segment states for direction IterationDirection.RIGHT
DEBUG:root:Finished marking segment states for direction IterationDirection.LEFT
DEBUG:root:unknown_segments = []
DEBUG:root:bad_segments = [Segment(3, 4, 0.0)]
DEBUG:root:after setting values, outlier_mask = [3]
DEBUG:root:point details are mLatitude mLongitude mAccuracy formatted_time
3 37.600239 -122.388731 55.5 2015-08-21 18:27:18
DEBUG:root:quartile values are 0.25 0.204562
0.75 0.446306
Name: speed, dtype: float64
DEBUG:root:iqr 0.241744351021
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440206746525}}, {'data.mTime': {'$lt': 1440207051337}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
After filtering with <emission.analysis.classification.cleaning.speed_outlier_detection.BoxplotOutlier object at 0x10b9c6910>, <emission.analysis.classification.cleaning.jump_smoothing.SmoothZigzag object at 0x10b9c6950>, size is (9, 28)
DEBUG:root:filtering points Int64Index([1, 2, 3, 4, 5, 6, 7, 12, 13, 14, 15, 16, 22, 23, 24, 25, 26, 28, 29, 34, 35, 36, 37, 39, 40, 41, 42, 43], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (44, 28) to (16, 28)
DEBUG:root:filtering points Int64Index([1, 2, 3, 4, 5, 6, 7, 12, 13, 14, 15, 16, 22, 23, 24, 25, 26, 28, 29, 34, 35, 36, 37, 39, 40, 41, 42, 43], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (44, 28) to (16, 28)
DEBUG:root:quartile values are 0.25 21.438677
0.75 32.723148
Name: speed, dtype: float64
DEBUG:root:iqr 11.2844705659
DEBUG:root:For cluster 0 - 4, distance = 7549.77212678, is_cluster = False
DEBUG:root:For cluster 4 - 5, distance = 0.0, is_cluster = True
DEBUG:root:For cluster 5 - 15, distance = 15029.8828953, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 4, 7549.77212678), Segment(4, 5, 0.0), Segment(5, 15, 15029.8828953)] with size 3
DEBUG:root:shortest_non_cluster_segment = 0
DEBUG:root:Processing segment 1: Segment(4, 5, 0.0), expecting state Segment_State.BAD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 2
DEBUG:root:Processing segment 2: Segment(5, 15, 15029.8828953), expecting state Segment_State.GOOD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 3
DEBUG:root:Finished marking segment states for direction IterationDirection.RIGHT
DEBUG:root:Finished marking segment states for direction IterationDirection.LEFT
DEBUG:root:unknown_segments = []
DEBUG:root:bad_segments = [Segment(4, 5, 0.0)]
DEBUG:root:after setting values, outlier_mask = [4]
DEBUG:root:point details are mLatitude mLongitude mAccuracy formatted_time
4 31.199119 121.581384 150 2015-08-21 18:38:49
DEBUG:root:quartile values are 0.25 16.925496
0.75 28.704291
Name: speed, dtype: float64
DEBUG:root:iqr 11.7787950932
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440207051337}}, {'data.mTime': {'$lt': 1440208787154}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
After filtering with <emission.analysis.classification.cleaning.speed_outlier_detection.BoxplotOutlier object at 0x10b9c6910>, <emission.analysis.classification.cleaning.jump_smoothing.SmoothZigzag object at 0x10b9c6950>, size is (15, 28)
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (6, 28) to (6, 28)
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (6, 28) to (6, 28)
DEBUG:root:quartile values are 0.25 1.355112
0.75 3.099810
Name: speed, dtype: float64
DEBUG:root:iqr 1.74469809832
DEBUG:root:For cluster 0 - 5, distance = 182.303198317, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 5, 182.303198317)] with size 1
INFO:root:No jumps, nothing to filter
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440208787154}}, {'data.mTime': {'$lt': 1440208968804}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
After filtering with <emission.analysis.classification.cleaning.speed_outlier_detection.BoxplotOutlier object at 0x10b9c6910>, <emission.analysis.classification.cleaning.jump_smoothing.SmoothZigzag object at 0x10b9c6950>, size is (6, 28)
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (13, 28) to (13, 28)
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (13, 28) to (13, 28)
DEBUG:root:quartile values are 0.25 1.788880
0.75 3.631428
Name: speed, dtype: float64
DEBUG:root:iqr 1.84254721049
DEBUG:root:For cluster 0 - 12, distance = 723.899580214, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 12, 723.899580214)] with size 1
INFO:root:No jumps, nothing to filter
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440208968804}}, {'data.mTime': {'$lt': 1440209361354}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
After filtering with <emission.analysis.classification.cleaning.speed_outlier_detection.BoxplotOutlier object at 0x10b9c6910>, <emission.analysis.classification.cleaning.jump_smoothing.SmoothZigzag object at 0x10b9c6950>, size is (13, 28)
In [43]:
ipy.inline_map(lo.get_map(lq.get_points_for_section(my_trips_list_aug_21[2])))
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440175637229}}, {'data.mTime': {'$lt': 1440209361354}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
Out[43]:
In [44]:
ipy.inline_map(lo.get_map_list_after_segmentation([(my_trips_list_aug_21[2], curr_section_list_2)],
cso.BoxplotOutlier(ignore_zeros=True),
cjs.SmoothZigzag())[0])
DEBUG:root:==================== 2015-08-21 09:47:17 -> 2015-08-21 19:09:21 ====================
DEBUG:root:-------------------- 0: 2015-08-21 09:47:17 -> 2015-08-21 17:27:23 --------------------
DEBUG:root:filtering points Int64Index([13, 14, 15, 16], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (17, 29) to (13, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:quartile values are 0.25 0.080789
0.75 1.040615
Name: speed, dtype: float64
DEBUG:root:iqr 0.959825903999
DEBUG:root:For cluster 0 - 12, distance = 237.851079012, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 12, 237.851079012)] with size 1
INFO:root:No jumps, nothing to filter
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': Timestamp('2015-08-21 09:47:17'), 'end_ts': 1440203243798, 'start_ts': 1440175637229, 'end_time': '2015-08-21 17:27:23', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}), section_df.shape = (13, 29), formatted_time.head() = 0 2015-08-21 09:48:02
1 2015-08-21 09:48:33
2 2015-08-21 09:49:03
3 2015-08-21 09:49:31
4 2015-08-21 09:50:02
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 1: 2015-08-21 17:27:23 -> 2015-08-21 18:25:46 --------------------
DEBUG:root:filtering points Int64Index([17, 18, 19, 20, 21, 22, 23, 24, 28, 29, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 44, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 88, 89, 90, 91, 94, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (105, 29) to (15, 29)
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:quartile values are 0.25 7.530054
0.75 13.955832
Name: speed, dtype: float64
DEBUG:root:iqr 6.42577771926
DEBUG:root:For cluster 0 - 1, distance = 0.0, is_cluster = True
DEBUG:root:For cluster 1 - 14, distance = 22685.7368091, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 1, 0.0), Segment(1, 14, 22685.7368091)] with size 2
DEBUG:root:shortest_non_cluster_segment = 1
DEBUG:root:Finished marking segment states for direction IterationDirection.RIGHT
DEBUG:root:Processing segment 0: Segment(0, 1, 0.0), expecting state Segment_State.BAD
DEBUG:root:At the end of the loop for direction IterationDirection.LEFT, i = -1
DEBUG:root:Finished marking segment states for direction IterationDirection.LEFT
DEBUG:root:unknown_segments = []
DEBUG:root:bad_segments = [Segment(0, 1, 0.0)]
DEBUG:root:after setting values, outlier_mask = [0]
DEBUG:root:point details are mLatitude mLongitude mAccuracy formatted_time
0 37.845374 -122.270862 91.2 2015-08-21 17:31:30
DEBUG:root:timeDelta = 0, distanceDelta = %s, returning speed = 0
DEBUG:root:quartile values are 0.25 7.354320
0.75 13.020115
Name: speed, dtype: float64
DEBUG:root:iqr 5.66579501398
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 17, 27, 23), 'end_ts': 1440206746525, 'start_ts': 1440203243798, 'end_time': '2015-08-21 18:25:46', 'activity': <Activities.IN_VEHICLE: 0>, 'loc_filter': 'time'}), section_df.shape = (14, 29), formatted_time.head() = 1 2015-08-21 17:31:51
2 2015-08-21 17:32:29
3 2015-08-21 17:35:39
4 2015-08-21 17:35:39
5 2015-08-21 17:42:11
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 2: 2015-08-21 18:25:46 -> 2015-08-21 18:30:51 --------------------
DEBUG:root:filtering points Int64Index([131], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (11, 29) to (10, 29)
DEBUG:root:quartile values are 0.25 0.266927
0.75 0.712135
Name: speed, dtype: float64
DEBUG:root:iqr 0.445207804397
DEBUG:root:For cluster 0 - 3, distance = 6.33026652385, is_cluster = True
DEBUG:root:For cluster 3 - 4, distance = 0.0, is_cluster = True
DEBUG:root:For cluster 4 - 9, distance = 6.90708147114, is_cluster = True
DEBUG:root:After splitting, segment list is [Segment(0, 3, 6.33026652385), Segment(3, 4, 0.0), Segment(4, 9, 6.90708147114)] with size 3
DEBUG:root:Processing segment 1: Segment(3, 4, 0.0), expecting state Segment_State.BAD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 2
DEBUG:root:Processing segment 2: Segment(4, 9, 6.90708147114), expecting state Segment_State.GOOD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 3
DEBUG:root:Finished marking segment states for direction IterationDirection.RIGHT
DEBUG:root:Finished marking segment states for direction IterationDirection.LEFT
DEBUG:root:unknown_segments = []
DEBUG:root:bad_segments = [Segment(3, 4, 0.0)]
DEBUG:root:after setting values, outlier_mask = [3]
DEBUG:root:point details are mLatitude mLongitude mAccuracy formatted_time
3 37.600239 -122.388731 55.5 2015-08-21 18:27:18
DEBUG:root:quartile values are 0.25 0.204562
0.75 0.446306
Name: speed, dtype: float64
DEBUG:root:iqr 0.241744351021
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 25, 46), 'end_ts': 1440207051337, 'start_ts': 1440206746525, 'end_time': '2015-08-21 18:30:51', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}), section_df.shape = (9, 29), formatted_time.head() = 0 2015-08-21 18:25:48
1 2015-08-21 18:26:18
2 2015-08-21 18:26:48
4 2015-08-21 18:27:48
5 2015-08-21 18:28:18
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 3: 2015-08-21 18:30:51 -> 2015-08-21 18:59:47 --------------------
DEBUG:root:filtering points Int64Index([134, 135, 136, 137, 138, 139, 140, 145, 146, 147, 148, 149, 155, 156, 157, 158, 159, 161, 162, 167, 168, 169, 170, 172, 173, 174, 175, 176], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (44, 29) to (16, 29)
DEBUG:root:quartile values are 0.25 21.438677
0.75 32.723148
Name: speed, dtype: float64
DEBUG:root:iqr 11.2844705659
DEBUG:root:For cluster 0 - 4, distance = 7549.77212678, is_cluster = False
DEBUG:root:For cluster 4 - 5, distance = 0.0, is_cluster = True
DEBUG:root:For cluster 5 - 15, distance = 15029.8828953, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 4, 7549.77212678), Segment(4, 5, 0.0), Segment(5, 15, 15029.8828953)] with size 3
DEBUG:root:shortest_non_cluster_segment = 0
DEBUG:root:Processing segment 1: Segment(4, 5, 0.0), expecting state Segment_State.BAD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 2
DEBUG:root:Processing segment 2: Segment(5, 15, 15029.8828953), expecting state Segment_State.GOOD
DEBUG:root:At the end of the loop for direction IterationDirection.RIGHT, i = 3
DEBUG:root:Finished marking segment states for direction IterationDirection.RIGHT
DEBUG:root:Finished marking segment states for direction IterationDirection.LEFT
DEBUG:root:unknown_segments = []
DEBUG:root:bad_segments = [Segment(4, 5, 0.0)]
DEBUG:root:after setting values, outlier_mask = [4]
DEBUG:root:point details are mLatitude mLongitude mAccuracy formatted_time
4 31.199119 121.581384 150 2015-08-21 18:38:49
DEBUG:root:quartile values are 0.25 16.925496
0.75 28.704291
Name: speed, dtype: float64
DEBUG:root:iqr 11.7787950932
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 30, 51), 'end_ts': 1440208787154, 'start_ts': 1440207051337, 'end_time': '2015-08-21 18:59:47', 'activity': <Activities.IN_VEHICLE: 0>, 'loc_filter': 'time'}), section_df.shape = (15, 29), formatted_time.head() = 0 2015-08-21 18:31:18
1 2015-08-21 18:36:19
2 2015-08-21 18:36:49
3 2015-08-21 18:37:19
5 2015-08-21 18:41:49
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 4: 2015-08-21 18:59:47 -> 2015-08-21 19:02:48 --------------------
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (6, 29) to (6, 29)
DEBUG:root:quartile values are 0.25 1.355112
0.75 3.099810
Name: speed, dtype: float64
DEBUG:root:iqr 1.74469809832
DEBUG:root:For cluster 0 - 5, distance = 182.303198317, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 5, 182.303198317)] with size 1
INFO:root:No jumps, nothing to filter
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 18, 59, 47), 'end_ts': 1440208968804, 'start_ts': 1440208787154, 'end_time': '2015-08-21 19:02:48', 'activity': <Activities.ON_FOOT: 2>, 'loc_filter': 'time'}), section_df.shape = (6, 29), formatted_time.head() = 0 2015-08-21 18:59:50
1 2015-08-21 19:00:24
2 2015-08-21 19:00:49
3 2015-08-21 19:01:20
4 2015-08-21 19:01:50
Name: formatted_time, dtype: datetime64[ns]
DEBUG:root:-------------------- 5: 2015-08-21 19:02:48 -> 2015-08-21 19:09:21 --------------------
DEBUG:root:filtering points Int64Index([], dtype='int64')
DEBUG:root:after accuracy filtering, filtered list size went from (13, 29) to (13, 29)
DEBUG:root:quartile values are 0.25 1.788880
0.75 3.631428
Name: speed, dtype: float64
DEBUG:root:iqr 1.84254721049
DEBUG:root:For cluster 0 - 12, distance = 723.899580214, is_cluster = False
DEBUG:root:After splitting, segment list is [Segment(0, 12, 723.899580214)] with size 1
INFO:root:No jumps, nothing to filter
DEBUG:root:for section AttrDict({'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'start_time': datetime.datetime(2015, 8, 21, 19, 2, 48), 'end_ts': 1440209361354, 'start_ts': 1440208968804, 'end_time': Timestamp('2015-08-21 19:09:21'), 'activity': <Activities.ON_BICYCLE: 1>, 'loc_filter': 'time'}), section_df.shape = (13, 29), formatted_time.head() = 0 2015-08-21 19:02:50
1 2015-08-21 19:03:20
2 2015-08-21 19:03:50
3 2015-08-21 19:04:20
4 2015-08-21 19:04:50
Name: formatted_time, dtype: datetime64[ns]
final query = {'metadata.key': 'background/location', '$and': [{'data.mTime': {'$gt': 1440175637229}}, {'data.mTime': {'$lt': 1440209361354}}], 'user_id': UUID('0763de67-f61e-3f5d-90e7-518e69793954'), 'metadata.filter': 'time'}
Out[44]:
In [45]:
ipy.inline_maps(curr_filtered_map_list_2, len(curr_filtered_map_list_2), 3)
Out[45]:
In [45]:
In [45]:
Content source: joshzarrabi/e-mission-server
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