annotate trafficintelligence/tests/events.txt @ 1148:eb88d2984637

corrected interaction classification
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Tue, 12 May 2020 01:16:54 -0400
parents aafbc0bab925
children 14140b55e580
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1 >>> from trafficintelligence.events import *
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2 >>> from trafficintelligence.moving import MovingObject, TimeInterval, Point
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3 >>> from trafficintelligence.prediction import ConstantPredictionParameters
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4
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5 >>> objects = [MovingObject(num = i, timeInterval = TimeInterval(0,10)) for i in range(10)]
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6 >>> interactions = createInteractions(objects)
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7 >>> len([i for i in interactions if len(i.roadUserNumbers) == 1])
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8 0
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9 >>> objects2 = [MovingObject(num = i, timeInterval = TimeInterval(0,10)) for i in range(100, 110)]
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10 >>> interactions = createInteractions(objects, objects2)
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11 >>> len([i for i in interactions if len(i.roadUserNumbers) == 1])
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12 0
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13
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14 >>> o1 = MovingObject.generate(1, Point(-5.,0.), Point(1.,0.), TimeInterval(0,10))
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15 >>> o2 = MovingObject.generate(2, Point(0.,-5.), Point(0.,1.), TimeInterval(0,10))
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16 >>> inter = Interaction(roadUser1 = o1, roadUser2 = o2)
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17 >>> inter.computeIndicators()
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18 >>> predictionParams = ConstantPredictionParameters(10.)
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19 >>> inter.computeCrossingsCollisions(predictionParams, 0.1, 10)
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20 >>> ttc = inter.getIndicator("Time to Collision")
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21 >>> ttc[0]
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22 5.0
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23 >>> ttc[1]
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24 4.0
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25 >>> (inter.collisionPoints[0][0] - Point(0.,0.)).norm2() < 0.0001
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26 True
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27 >>> (inter.collisionPoints[4][0] - Point(0.,0.)).norm2() < 0.0001
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28 True
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29 >>> inter.getIndicator(Interaction.indicatorNames[1])[4] < 0.000001 # collision angle
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30 True
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31 >>> inter.getIndicator(Interaction.indicatorNames[1])[5] is None
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32 True
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33 >>> inter.getIndicator(Interaction.indicatorNames[1])[6] # doctest:+ELLIPSIS
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34 3.1415...
1148
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35
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36 >>> from collections import Counter
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37 >>> from numpy import pi
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38 >>> o1 = MovingObject.generate(0, Point(0,0), Point(1,0), TimeInterval(0,100))
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39 >>> o2 = MovingObject.generate(0, Point(100,1), Point(-1,0), TimeInterval(0,100))
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40 >>> inter12 = Interaction(roadUser1 = o1, roadUser2 = o2)
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41 >>> inter12.computeIndicators()
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42 >>> inter12.categorize(pi*20/180, pi*60/180)
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43 >>> Counter(inter12.categories.values()).most_common()[0][0] # head on
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44 0
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45 >>> inter12.categories[max(inter12.categories.keys())] # then side
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46 2
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47 >>> o3 = MovingObject.generate(0, Point(0,2), Point(1,0), TimeInterval(0,100))
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48 >>> inter13 = Interaction(roadUser1 = o1, roadUser2 = o3)
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49 >>> inter13.computeIndicators()
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50 >>> inter13.categorize(pi*20/180, pi*60/180)
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51 >>> Counter(inter13.categories.values()).most_common()[0][0] # parallel
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52 3
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53 >>> len(Counter(inter13.categories.values()))
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54 1
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55 >>> o4 = MovingObject.generate(0, Point(100,20), Point(-1,0), TimeInterval(0,100))
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56 >>> inter14 = Interaction(roadUser1 = o1, roadUser2 = o4)
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57 >>> inter14.computeIndicators()
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58 >>> inter14.categorize(pi*20/180, pi*60/180)
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59 >>> Counter(inter14.categories.values()).most_common()[0][0] # side
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60 2
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61 >>> inter12.categories[0] # first head one
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62 0
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63 >>> inter12.categories[max(inter12.categories.keys())] # then side
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64 2
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65 >>> o5 = MovingObject.generate(0, Point(50,50), Point(0,-1), TimeInterval(0,100))
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66 >>> inter15 = Interaction(roadUser1 = o1, roadUser2 = o5)
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67 >>> inter15.computeIndicators()
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68 >>> inter15.categorize(pi*20/180, pi*60/180)
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69 >>> Counter(inter15.categories.values()).most_common()[0][0] # side
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70 2
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71 >>> len(Counter(inter15.categories.values()))
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72 1