from PyQt4 import QtGui QtCore import math from PyQt4 QtGui import QGr

from PyQt4 import QtGui, QtCore
import math
from PyQt4.QtGui import QGraphicsEllipseItem
import time 
class Window(QtGui.QWidget):
    def __init__(self):
        QtGui.QWidget.__init__(self)
        self.view = View(self)
        #self.button = QtGui.QPushButton('Clear view', self)
        #self.button.clicked.connect(self.handleClearView)

      #  self.button.clicked.connect(self.handlePoints)
        layout = QtGui.QVBoxLayout(self)
        layout.addWidget(self.view)
        #layout.addWidget(self.button)

    def handleClearView(self):
        self.view.scene().clear()


class View(QtGui.QGraphicsView):
    def __init__(self, parent):
        QtGui.QGraphicsView.__init__(self, parent)
        self.setScene(QtGui.QGraphicsScene(self))
        self.setSceneRect(QtCore.QRectF(self.viewport().rect()))
        self.listOfPoints = []
        self.listOfClusters = []
        self.counter = 0;
        self.choosen = 0;
        
        self.Point = QtGui.QPushButton('Point', self)
        self.Claster = QtGui.QPushButton('Claster', self)
        self.ClusteringEuclid = QtGui.QPushButton('Clustering Euclid', self)
        self.ClusteringManhattan = QtGui.QPushButton('Clustering Manhattan', self)
        
        self.Claster.move(83,0)
        self.ClusteringEuclid.move(166,0)
        self.ClusteringManhattan.move(292,0)
        
        self.Point.clicked.connect(self.handleButton2)
        self.Claster.clicked.connect(self.handleButton3)
        self.ClusteringEuclid.clicked.connect(self.handleButton4)
        self.ClusteringManhattan.clicked.connect(self.handleButton5)

        self.colorList = [QtCore.Qt.red, QtCore.Qt.green, QtCore.Qt.black, QtCore.Qt.magenta,  QtCore.Qt.yellow,  QtCore.Qt.blue, QtCore.Qt.gray, QtCore.Qt.cyan, QtCore.Qt.darkRed]

    def handleButton2(self):
        self.counter = 0;
        print(self.counter)
    def handleButton3(self):
        self.counter = 1;
        print(self.counter)
    def handleButton4(self):
        self.counter = 2;
        self.choosen = 1;
    def handleButton5(self):
        self.counter = 2;

    def mousePressEvent(self, event):
        self._start = event.pos()

    def mouseReleaseEvent(self, event):
        start = QtCore.QPointF(self.mapToScene(self._start))
        if self.counter == 0:
            point = start
            ellipsec = self.scene().addEllipse(point.x(),point.y(),4,4)
            ellipsec.setBrush(QtCore.Qt.gray)
            ellipsec.setPen(QtCore.Qt.gray)
            self.listOfPoints.append(point)

            
        elif self.counter == 1:
            point = start
            ellipsec = self.scene().addEllipse(point.x()-5,point.y()-5,10,10)
            ellipsec.setBrush(QtCore.Qt.gray)
            ellipsec.setPen(QtCore.Qt.gray)
            self.listOfClusters.append(point) 
        elif self.counter == 2:
            while (True):
                breakPoint = 0
                Array = [[] for y in range(len(self.listOfClusters))]
                for i in range(len(self.listOfPoints)):
                    min = math.sqrt(math.pow((self.listOfClusters[0].x() - self.listOfPoints[i].x()),2) + math.pow((self.listOfClusters[0].y() - self.listOfPoints[i].y()),2))
                    index = 0;
                    for j in range(len(self.listOfClusters)):
                        if self.choosen == 1:
                            distance = math.sqrt(math.pow((self.listOfClusters[j].x() - self.listOfPoints[i].x()),2) + math.pow((self.listOfClusters[j].y() - self.listOfPoints[i].y()),2))
                        else:
                            distance = (math.fabs(self.listOfClusters[j].x()-self.listOfPoints[i].x()) + math.fabs(self.listOfClusters[j].y() - self.listOfPoints[i].y()))
                        if min > distance:
                            min = distance
                            index = j;
                    Array[index].append(self.listOfPoints[i])
                self.scene().clear()
                for i in range(len(self.listOfClusters)):
                    ellipseColor = self.scene().addEllipse(self.listOfClusters[i].x(),self.listOfClusters[i].y(), 10, 10)
                    ellipseColor.setPen(self.colorList[i])
                    ellipseColor.setBrush(self.colorList[i])
                    for j in range(len(Array[i])):
                        pointColor = self.scene().addEllipse(Array[i][j].x(),Array[i][j].y(), 4, 4)
                        pointColor.setPen(self.colorList[i])
                        pointColor.setBrush(self.colorList[i])
                        lineColor = self.scene().addLine(self.listOfClusters[i].x()+5,self.listOfClusters[i].y()+5,Array[i][j].x()+2,Array[i][j].y()+2, self.colorList[i])
                        
                for i in range (len(self.listOfClusters)):
                    newPointX = 0
                    newPointY = 0
                    for j in range (len(Array[i])): 
                        newPointX += Array[i][j].x()
                        newPointY += Array[i][j].y()
                    if len(Array[i]) != 0:
                        newX = newPointX / len(Array[i])
                        newY = newPointY / len(Array[i])
                    newPoint = QtCore.QPoint(newX, newY)
                    
                    if (newPoint.x() == self.listOfClusters[i].x()) & (newPoint.y() == self.listOfClusters[i].y()):
                        breakPoint += 1;
                    self.listOfClusters[i] = newPoint
                if breakPoint == len(self.listOfClusters):
                    print("end")
                    break;
                else:
                    self.scene().clear()                    

                    

                 
            

if __name__ == '__main__':

    import sys
    app = QtGui.QApplication(sys.argv)
    window = Window()
    window.resize(640, 480)
    window.show()
    sys.exit(app.exec_())