def testInitializeCentroids(self):
parser = MileSplitParser()
parser.loadData('../resources/test.csv')
gdf = GarminDataFilter(parser)
self.assertNotEqual(None,gdf)
centroids = gdf.initializeCentroids(4)
self.assertEqual(4,len(centroids))
def testGenerateRandomCentroids(self):
parser = MileSplitParser()
parser.loadData('../resources/test.csv')
gdf = GarminDataFilter(parser)
self.assertNotEqual(None,gdf)
cent1 = gdf.generateRandomCentroid("foobar")
cent2 = gdf.generateRandomCentroid("foobar1")
self.assertFalse(gdf.inErrorRange(cent1, cent2))
def testGetTracksToLaps(self):
msp = MileSplitParser()
self.file.seek(self.trackParserPos)
tracksToLaps = msp.getTracksToLaps(self.file)
self.assertFalse(tracksToLaps == None)
self.assertEquals(16,len(tracksToLaps))
startTrack = 0
for track in tracksToLaps.keys():
self.assertTrue(track > startTrack)
startTrack = track
def testGetTracksToLaps(self):
msp = MileSplitParser()
self.file.seek(self.trackParserPos)
tracksToLaps = msp.getTracksToLaps(self.file)
self.assertFalse(tracksToLaps == None)
self.assertEquals(16, len(tracksToLaps))
startTrack = 0
for track in tracksToLaps.keys():
self.assertTrue(track > startTrack)
startTrack = track
def testInitializeGarminDataFilter(self):
parser = MileSplitParser()
parser.loadData('../resources/test.csv')
gdf = GarminDataFilter(parser)
self.assertNotEqual(None,gdf)
assembledData = gdf.getAssembledData()
self.assertNotEqual(None,assembledData)
self.assertEqual(11,len(assembledData))
for data in assembledData:
self.assertNotEqual(clusterdata.UNSET,data.netGained)
self.assertNotEqual(clusterdata.UNSET,data.netLost)
def testGetTrackPoints(self):
self.file.seek(self.trackPointParserPos,0)
msp = MileSplitParser()
trackPoints = msp.getTrackPoints(self.file)
self.assertTrue(trackPoints != None)
tp1= trackPoints[0]
#1,2011-01-05T15:00:46Z,47.5859201,-122.2451507,79.4460449,0.0000000,73,,Absent,
self.assertEquals(ClusterData.toDateTime('2011-01-05T15:00:46Z'),tp1.time)
self.assertEquals(47.5859201,tp1.lat)
self.assertEquals(-122.2451507,tp1.long)
self.assertEquals(ClusterData.metersToFeet(79.4460449),tp1.altitude)
self.assertEquals(0,tp1.distance)
self.assertEquals(73,tp1.heartRate)
def testGetTrackPoints(self):
self.file.seek(self.trackPointParserPos, 0)
msp = MileSplitParser()
trackPoints = msp.getTrackPoints(self.file)
self.assertTrue(trackPoints != None)
tp1 = trackPoints[0]
#1,2011-01-05T15:00:46Z,47.5859201,-122.2451507,79.4460449,0.0000000,73,,Absent,
self.assertEquals(ClusterData.toDateTime('2011-01-05T15:00:46Z'),
tp1.time)
self.assertEquals(47.5859201, tp1.lat)
self.assertEquals(-122.2451507, tp1.long)
self.assertEquals(ClusterData.metersToFeet(79.4460449), tp1.altitude)
self.assertEquals(0, tp1.distance)
self.assertEquals(73, tp1.heartRate)
def testGetNormalizedMeasure(self):
parser = MileSplitParser()
parser.loadData('../resources/test.csv')
gdf = GarminDataFilter(parser)
self.assertNotEqual(None,gdf)
lo = gdf.loRanges[3]
hi = gdf.hiRanges[3]
range = hi - lo
val = lo + range/2
retVal = gdf.getNormalizedMeasure(100, val, 3)
self.assertEquals(50.0,retVal)
def testLoadData(self):
msp = MileSplitParser()
msp.loadData('../resources/January_Test.tsv')
laps = msp.getData(MileSplitParser.LAPS)
self.assertNotEquals(None, laps)
self.assertNotEquals(0, len(laps))
for lap in laps.values():
self.assertNotEqual(0, lap.id)
self.assertNotEqual(0, lap.activityId)
self.assertNotEqual(None, lap.lap)
self.assertNotEqual(0, lap.totalTime)
self.assertNotEqual(0, lap.totalDistance)
self.assertNotEqual(0, lap.avgHR)
lapsToTracks = msp.getData(MileSplitParser.TRACKSTOLAPS)
self.assertNotEquals(None, lapsToTracks)
self.assertNotEquals(0, len(lapsToTracks))
trackPoints = msp.getData(MileSplitParser.TRACKPOINTS)
self.assertNotEquals(None, trackPoints)
self.assertNotEquals(0, len(trackPoints))
for trackPoint in trackPoints:
self.assertNotEquals(0, trackPoint.id)
self.assertNotEquals(0, trackPoint.trackId)
self.assertNotEquals(None, trackPoint.time)
self.assertNotEquals(0, trackPoint.lat)
self.assertNotEquals(0, trackPoint.long)
self.assertNotEquals(0, trackPoint.altitude)
self.assertNotEquals(0, trackPoint.heartRate)
def testGetLaps(self):
msp = MileSplitParser()
self.file.seek(self.lapParserPos,0)
laps = msp.getLaps(self.file)
self.assertFalse(laps == None)
self.assertTrue(11,len(laps))
lap38 = laps[38]
self.assertEquals(38,lap38.id)
self.assertEquals('2011-01-05T15:00:46Z',lap38.lap)
lap48 = laps[48]
self.assertEquals(48,lap48.id)
self.assertEquals(4,lap48.activityId)
self.file.seek(self.lapParserPos,0)
laps = msp.getLaps(self.file,True) # exclude manual laps
self.assertFalse(laps == None)
self.assertTrue(2,len(laps))
def testGetLaps(self):
msp = MileSplitParser()
self.file.seek(self.lapParserPos, 0)
laps = msp.getLaps(self.file)
self.assertFalse(laps == None)
self.assertTrue(11, len(laps))
lap38 = laps[38]
self.assertEquals(38, lap38.id)
self.assertEquals('2011-01-05T15:00:46Z', lap38.lap)
lap48 = laps[48]
self.assertEquals(48, lap48.id)
self.assertEquals(4, lap48.activityId)
self.file.seek(self.lapParserPos, 0)
laps = msp.getLaps(self.file, True) # exclude manual laps
self.assertFalse(laps == None)
self.assertTrue(2, len(laps))
def testInErrorRange(self):
parser = MileSplitParser()
parser.loadData('../resources/test.csv')
gdf = GarminDataFilter(parser)
self.assertNotEqual(None,gdf)
lap1 = GarminLap.asLap(1,600,100,120,12,30)
lap2 = GarminLap.asLap(2,400,300,150,123,300)
self.assertFalse(gdf.inErrorRange(lap1, lap2))
lap1 = GarminLap.asLap(1,600,100,120,12,30)
lap2 = GarminLap.asLap(2,600,100,120,12,30)
self.assertTrue(gdf.inErrorRange(lap1, lap2))
def testLoadData(self):
msp = MileSplitParser()
msp.loadData('../resources/January_Test.tsv')
laps = msp.getData(MileSplitParser.LAPS);
self.assertNotEquals(None,laps)
self.assertNotEquals(0,len(laps))
for lap in laps.values():
self.assertNotEqual(0,lap.id)
self.assertNotEqual(0,lap.activityId)
self.assertNotEqual(None,lap.lap)
self.assertNotEqual(0,lap.totalTime)
self.assertNotEqual(0,lap.totalDistance)
self.assertNotEqual(0,lap.avgHR)
lapsToTracks = msp.getData(MileSplitParser.TRACKSTOLAPS)
self.assertNotEquals(None,lapsToTracks)
self.assertNotEquals(0,len(lapsToTracks))
trackPoints = msp.getData(MileSplitParser.TRACKPOINTS)
self.assertNotEquals(None,trackPoints)
self.assertNotEquals(0,len(trackPoints))
for trackPoint in trackPoints:
self.assertNotEquals(0,trackPoint.id)
self.assertNotEquals(0,trackPoint.trackId)
self.assertNotEquals(None,trackPoint.time)
self.assertNotEquals(0,trackPoint.lat)
self.assertNotEquals(0,trackPoint.long)
self.assertNotEquals(0,trackPoint.altitude)
self.assertNotEquals(0,trackPoint.heartRate)
def testGetActivityIds(self):
msp = MileSplitParser()
self.file.seek(self.activityParserPos, 0)
activitiesToIds = msp.getActivityIDs(self.file, [])
self.assertTrue(activitiesToIds != None)
self.assertEquals(1, len(activitiesToIds))
self.file.seek(self.activityParserPos, 0)
activitiesToIds = msp.getActivityIDs(self.file, ['Biking'])
self.assertTrue(activitiesToIds != None)
self.assertEquals(1, len(activitiesToIds))
self.file.seek(self.activityParserPos, 0)
activitiesToIds = msp.getActivityIDs(self.file, ['Running'])
self.assertTrue(activitiesToIds != None)
self.assertEquals(0, len(activitiesToIds))
def testGetActivityIds(self):
msp = MileSplitParser()
self.file.seek(self.activityParserPos,0)
activitiesToIds = msp.getActivityIDs(self.file, [])
self.assertTrue(activitiesToIds != None)
self.assertEquals(1,len(activitiesToIds))
self.file.seek(self.activityParserPos,0)
activitiesToIds = msp.getActivityIDs(self.file, ['Biking'])
self.assertTrue(activitiesToIds != None)
self.assertEquals(1,len(activitiesToIds))
self.file.seek(self.activityParserPos,0)
activitiesToIds = msp.getActivityIDs(self.file, ['Running'])
self.assertTrue(activitiesToIds != None)
self.assertEquals(0,len(activitiesToIds))
'''
Created on Jan 11, 2012
@author: jacoba100
'''
import sys
from milesplitparser import MileSplitParser
from garmindatafilter import GarminDataFilter
import kmeans
if __name__ == '__main__':
msp = MileSplitParser()
if(len(sys.argv) < 2):
print "clusterDriver.py [input file] {comma separated filter list}"
sys.exit(1)
allFilters = []
if(len(sys.argv) == 3):
filterBy=sys.argv[2];
allFilters = filterBy.split(',')
else:
allFilters = []
allData = msp.getData(sys.argv[1])
km = kmeans.KmeansClusterer(4)
