class InputSimpleShow:
# linPrefModelConf:LinPrefModelConfiguration
linPrefModelConf = LinPrefModelConfiguration(1.0, 1.0, 1.0, 1.0)
# userProfileModelStructured:UserProfileModelStructured
userProfileModelStructured = UserProfileModelStructured(
PrefFncRefractedModel(0.5), PrefFncRefractedModel(0.5),
AggrFnc([0.5, 0.5]))
# aggrLevel:Float
aggrLevel = 0.8
# pointsVisitedDC:list<PointWithID>
pointsWithIDVisitedDC = [
PointWithID(Point(0.70, 0.75), "A"),
PointWithID(Point(0.15, 0.45), "B"),
PointWithID(Point(0.60, 0.15), "C"),
PointWithID(Point(0.40, 0.85), "D"),
PointWithID(Point(0.5, 0.5), "E")
]
# pointsNoVisitedDC:list<PointWithID>
pointsWithIDNoVisitedDC = [
PointWithID(Point(0.25, 0.15), "M"),
PointWithID(Point(0.1, 0.65), "N"),
PointWithID(Point(0.35, 0.85), "O"),
PointWithID(Point(0.9, 0.7), "P"),
PointWithID(Point(0.65, 0.45), "Q")
]
def generatePointsWithIDVisitedDC(count):
points = []
for i in range(count):
x = random.uniform(0, 1)
y = random.uniform(0, 1)
pI = PointWithID(Point(x, y), i)
points.append(pI)
return points
def generatePointsWithIDNoVisitedDC(count):
points = []
for i in range(count):
x = random.uniform(0, 1)
y = random.uniform(0, 1)
pI = PointWithID(Point(x, y), 100 + i)
points.append(pI)
return points
def generatePointsWithIDNoVisitedDC(count):
points = []
for i in range(count):
x = random.uniform(0, 1)
y = random.uniform(0, 1)
pI = PointWithID(Point(x, y), 100 + i)
points.append(pI)
return points
def paintPreferenceCube(linPrefModelConf, title, pointsWithIDs, aggrFnc,
numberOfThresholds):
# thresholds:(Threshold[], Threshold[])
candidatesForThresholds, thresholds, itemsFound = countThreshold(
linPrefModelConf, pointsWithIDs, aggrFnc, numberOfThresholds)
# pointnsOnX:PointWithID[]
pointnsOnX = [
PointWithID(Point(pointWithID.point.x, 0), pointWithID.pointID)
for pointWithID in pointsWithIDs
]
# pointnsOnY:PointWithID[]
pointnsOnY = [
PointWithID(Point(0, pointWithID.point.y), pointWithID.pointID)
for pointWithID in pointsWithIDs
]
pointFound = [
pointsWithIDI for pointsWithIDI in pointsWithIDs
if pointsWithIDI.pointID in itemsFound
]
# painting:PaintingPreferenceCubeModel
painting = PaintingPreferenceCubeModel(linPrefModelConf, title)
#painting.paintPreferenceCube(pointsWithIDs)
painting.paintPreferenceCube(pointFound)
painting.paintPreferenceCube(pointnsOnX)
painting.paintPreferenceCube(pointnsOnY)
painting.paintThreshold(linPrefModelConf,
candidatesForThresholds,
color="y",
linewidth=0.5)
painting.paintThreshold(linPrefModelConf,
thresholds,
color="r",
linewidth=1.0)
return painting.graphicalModel.figure
class InputTwoUsers:
#linPrefModelConf:LinPrefModelConfiguration
linPrefModelConf = LinPrefModelConfiguration(2.0, 1.25, 1.0, 1.0)
#user2D1:User2D
user2D1 = User2D(1, 1.5, 0.3, 0.66)
#user2D2:User2D
user2D2 = User2D(2, 0.5, 0.9, 0.33)
# aggrLevel1:Float
aggrLevel1 = 0.667
# aggrLevel2:Float
aggrLevel2 = 0.667
#pointsWithIdVisitedDC:Point[]
#pointsDataCube = [Point(0.73, 0.755), Point(1.125, 0.45), Point(1.624, 0.15)]
pointsWithIdVisitedDC = [
PointWithID(Point(0.5, 0.5), "A"),
PointWithID(Point(0.75, 0.5), "B"),
PointWithID(Point(0.5, 0.75), "C"),
PointWithID(Point(0.75, 0.75), "D")
]
class InputThreshold:
#linPrefModelConf:LinPrefModelConfiguration
linPrefModelConf = LinPrefModelConfiguration(2.0, 1.25, 1.0, 1.0)
#title:String
title = "Preferenc Cube"
#points:Point[]
points = [
Point(0.1, 0.1),
Point(0.2, 0.2),
Point(0.3, 0.4),
Point(0.9, 0.5)
]
# pointsWithIDs:PointWithID[]
pointsWithIDs = [
PointWithID(Point(0.1, 0.9), 'A'),
PointWithID(Point(0.2, 0.8), 'B'),
PointWithID(Point(0.3, 0.7), 'C'),
PointWithID(Point(0.4, 0.6), 'D'),
PointWithID(Point(0.5, 0.5), 'E')
]
def pointsWithIdDCToPointsWithIdPC(self, pointsWithIdDC):
if type(pointsWithIdDC) is not list:
raise ValueError("Argument pointsDataCube isn't type list.")
for pI in pointsWithIdDC:
if type(pI) is not PointWithID:
raise ValueError(
"Argument pointsDataCube don't contain PointWithID.")
# labels:list<str>
labels = [pointWithIdI.pointID for pointWithIdI in pointsWithIdDC]
# pointsDC:list<Point>
pointsDC = [pointWithIdI.point for pointWithIdI in pointsWithIdDC]
# pointsPC:list<Point>
pointsPC = self.pointsDataCubeToPointsPrefCube(pointsDC)
# list<PointWithID>
return [
PointWithID(pointsPC[i], labels[i]) for i in range(len(pointsPC))
]
def __showModelBasedOnForm(self, cModel):
#upModel:UserProfileModel
self.upModel = self.userProfileModelStructured.exportAsUserProfileModel(
self.linPrefModelConf)
# pointsVisitedPC:List<PointWithID>
self.pointsWithIDVisitedPC = self.upModel.pointsWithIdDCToPointsWithIdPC(
self.pointsWithIdVisitedDC)
# preferences:list<float>
self.preferences = self.upModel.aggrFnc.preferenceOfPointsWitIDInPC(
self.pointsWithIDVisitedPC, self.linPrefModelConf)
# aggrLine:LineSegment
aggrLine = self.upModel.aggrFnc.exportAsLineSegment(
Point(self.aggrLevel, self.aggrLevel), self.linPrefModelConf)
# contorLines:LineSegment[]
contorLines = self.upModel.getMorphismOfAggregationFncToDataCubeLines(
self.aggrLevel, self.linPrefModelConf)
# pointsWithIdVisitedPXC:List<PointWithID>
pointsWithIdVisitedPXC = [
PointWithID(
Point(self.pointsWithIdVisitedDC[i].point.x,
self.pointsWithIDVisitedPC[i].point.y),
self.pointsWithIdVisitedDC[i].pointID)
for i in range(len(self.pointsWithIdVisitedDC))
]
# pointsWithIdVisitedPYC:List<PointWithID>
pointsWithIdVisitedPYC = [
PointWithID(
Point(self.pointsWithIDVisitedPC[i].point.x,
self.pointsWithIdVisitedDC[i].point.y),
self.pointsWithIDVisitedPC[i].pointID)
for i in range(len(self.pointsWithIdVisitedDC))
]
# selectedPointWithIdDC:PointWithId
selectedPointWithIdDC = None if self.selectedPointIdDC is None else PointsWithID(
self.pointsWithIdVisitedDC).exportPoint(self.selectedPointIdDC)
cModel.addPrefFncX(self.upModel.prefFncX, self.colorU1)
cModel.addPrefFncY(self.upModel.prefFncY, self.colorU1)
cModel.addAggregationFnc(aggrLine, self.colorU1)
cModel.addContorLines(contorLines, self.colorU1)
cModel.addDataCubePoints(self.pointsWithIdVisitedDC,
self.pointLabelsDC, self.colorU1)
cModel.addDataCubePoints(self.pointsWithIdNoVisitedDC,
self.pointLabelsDC, Qt.yellow)
cModel.addDataCubePoint(selectedPointWithIdDC, self.pointLabelsDC,
Qt.red)
cModel.addPrefFncXCubePoints(
[p for p in pointsWithIdVisitedPXC if self.pointsPrefFncX],
self.colorU1)
cModel.addPrefFncYCubePoints(
[p for p in pointsWithIdVisitedPYC if self.pointsPrefFncY],
self.colorU1)
cModel.addPrefCubePoints(self.pointsWithIDVisitedPC,
self.pointLabelsPC, self.colorU1)
cModel.auxiliaryLinesDataCube = self.auxiliaryLinesDataCube
cModel.auxiliaryLinesPrefCube = self.auxiliaryLinesPrefCube
cModel.auxiliaryLinesPrefFncXCube = self.auxiliaryLinesPrefFncXCube
cModel.auxiliaryLinesPrefFncYCube = self.auxiliaryLinesPrefFncYCube
cModel.diagonalDC = self.diagonalPC
cModel.contourLineDC = self.contourLineDC
cModel.pointIDSelected = self.selectedPointIdDC
def exportPointWithID(self, dimensionX, dimensionY):
point = self.point.exportAsPoint(dimensionX, dimensionY)
return PointWithID(point, self.pointID)