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GLMultiDimension.py
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from ImportDependence import *
from CustomClass import *
from PyQt5 import QtGui # (the example applies equally well to PySide)
import pyqtgraph as pg
import pandas as pd
import pyqtgraph.opengl as gl
import numpy as np
class GLMultiDimension(AppForm):
Element = [u'Cs', u'Tl', u'Rb', u'Ba', u'W', u'Th', u'U', u'Nb', u'Ta', u'K', u'La', u'Ce', u'Pb', u'Pr', u'Mo',
u'Sr', u'P', u'Nd', u'F', u'Sm', u'Zr', u'Hf', u'Eu', u'Sn', u'Sb', u'Ti', u'Gd', u'Tb', u'Dy',
u'Li',
u'Y', u'Ho', u'Er', u'Tm', u'Yb', u'Lu']
StandardsName = ['OIB', 'EMORB', 'C1', 'PM', 'NMORB']
NameChosen = 'OIB'
Standards = {
'OIB': {'Cs': 0.387, 'Tl': 0.077, 'Rb': 31, 'Ba': 350, 'W': 0.56, 'Th': 4, 'U': 1.02, 'Nb': 48, 'Ta': 2.7,
'K': 12000, 'La': 37, 'Ce': 80, 'Pb': 3.2, 'Pr': 9.7, 'Mo': 2.4, 'Sr': 660, 'P': 2700, 'Nd': 38.5,
'F': 1150, 'Sm': 10, 'Zr': 280, 'Hf': 7.8, 'Eu': 3, 'Sn': 2.7, 'Sb': 0.03, 'Ti': 17200, 'Gd': 7.62,
'Tb': 1.05, 'Dy': 5.6, 'Li': 5.6, 'Y': 29, 'Ho': 1.06, 'Er': 2.62, 'Tm': 0.35, 'Yb': 2.16, 'Lu': 0.3},
'EMORB': {'Cs': 0.063, 'Tl': 0.013, 'Rb': 5.04, 'Ba': 57, 'W': 0.092, 'Th': 0.6, 'U': 0.18, 'Nb': 8.3,
'Ta': 0.47, 'K': 2100, 'La': 6.3, 'Ce': 15, 'Pb': 0.6, 'Pr': 2.05, 'Mo': 0.47, 'Sr': 155, 'P': 620,
'Nd': 9, 'F': 250, 'Sm': 2.6, 'Zr': 73, 'Hf': 2.03, 'Eu': 0.91, 'Sn': 0.8, 'Sb': 0.01, 'Ti': 6000,
'Gd': 2.97, 'Tb': 0.53, 'Dy': 3.55, 'Li': 3.5, 'Y': 22, 'Ho': 0.79, 'Er': 2.31, 'Tm': 0.356,
'Yb': 2.37, 'Lu': 0.354},
'C1': {'Cs': 0.188, 'Tl': 0.14, 'Rb': 2.32, 'Ba': 2.41, 'W': 0.095, 'Th': 0.029, 'U': 0.008, 'Nb': 0.246,
'Ta': 0.014, 'K': 545, 'La': 0.237, 'Ce': 0.612, 'Pb': 2.47, 'Pr': 0.095, 'Mo': 0.92, 'Sr': 7.26,
'P': 1220, 'Nd': 0.467, 'F': 60.7, 'Sm': 0.153, 'Zr': 3.87, 'Hf': 0.1066, 'Eu': 0.058, 'Sn': 1.72,
'Sb': 0.16, 'Ti': 445, 'Gd': 0.2055, 'Tb': 0.0374, 'Dy': 0.254, 'Li': 1.57, 'Y': 1.57, 'Ho': 0.0566,
'Er': 0.1655, 'Tm': 0.0255, 'Yb': 0.17, 'Lu': 0.0254},
'PM': {'Cs': 0.032, 'Tl': 0.005, 'Rb': 0.635, 'Ba': 6.989, 'W': 0.02, 'Th': 0.085, 'U': 0.021, 'Nb': 0.713,
'Ta': 0.041, 'K': 250, 'La': 0.687, 'Ce': 1.775, 'Pb': 0.185, 'Pr': 0.276, 'Mo': 0.063, 'Sr': 21.1,
'P': 95, 'Nd': 1.354, 'F': 26, 'Sm': 0.444, 'Zr': 11.2, 'Hf': 0.309, 'Eu': 0.168, 'Sn': 0.17,
'Sb': 0.005, 'Ti': 1300, 'Gd': 0.596, 'Tb': 0.108, 'Dy': 0.737, 'Li': 1.6, 'Y': 4.55, 'Ho': 0.164,
'Er': 0.48, 'Tm': 0.074, 'Yb': 0.493, 'Lu': 0.074},
'NMORB': {'Cs': 0.007, 'Tl': 0.0014, 'Rb': 0.56, 'Ba': 6.3, 'W': 0.01, 'Th': 0.12, 'U': 0.047, 'Nb': 2.33,
'Ta': 0.132, 'K': 600, 'La': 2.5, 'Ce': 7.5, 'Pb': 0.3, 'Pr': 1.32, 'Mo': 0.31, 'Sr': 90, 'P': 510,
'Nd': 7.3, 'F': 210, 'Sm': 2.63, 'Zr': 74, 'Hf': 2.05, 'Eu': 1.02, 'Sn': 1.1, 'Sb': 0.01, 'Ti': 7600,
'Gd': 3.68, 'Tb': 0.67, 'Dy': 4.55, 'Li': 4.3, 'Y': 28, 'Ho': 1.01, 'Er': 2.97, 'Tm': 0.456,
'Yb': 3.05, 'Lu': 0.455}, }
Lines = []
Tags = []
xlabel = 'x'
ylabel = 'y'
zlabel = 'z'
description = 'X-Y- diagram'
unuseful = ['Name',
'Author',
'DataType',
'Label',
'Marker',
'Color',
'Size',
'Alpha',
'Style',
'Width',
'Type',
'Tag']
width_plot = 100.0
height_plot = 100.0
depth_plot= 100.0
width_load = width_plot
height_load = height_plot
depth_load = depth_plot
polygon = []
polyline = []
line = []
strgons = []
strlines = []
strpolylines = []
extent = 0
Left = 0
Right = 0
Up = 0
Down = 0
FitLevel=3
FadeGroups=100
ShapeGroups=200
Xleft,Xright,Ydown,Yup,Ztail,Zhead=0,0,0,0,0,0
LimSet= False
def __init__(self, parent=None, df=pd.DataFrame()):
QMainWindow.__init__(self, parent)
self.setWindowTitle(self.description)
self.items = []
self._df = df
if (len(df) > 0):
self._changed = True
# print('DataFrame recieved to GLMultiDimension')
self.raw = df
self.rawitems = self.raw.columns.values.tolist()
for i in self.rawitems:
if i not in self.unuseful:
self.items.append(i)
else:
pass
self.create_main_frame()
self.create_status_bar()
self.polygon = 0
self.polyline = 0
self.flag = 0
def create_main_frame(self):
self.main_frame = QWidget()
#self.main_frame.setFixedSize(self.width(), self.width())
self.dpi = 128
self.ShapeGroups =200
self.view = gl.GLViewWidget()
#self.view = pg.PlotWidget()
#self.view.setFixedSize(self.width(),self.height())
self.view.setFixedSize(self.width(), self.width())
self.view.setParent(self.main_frame)
# Other GUI controls
self.save_button = QPushButton('&Save')
self.save_button.clicked.connect(self.saveImgFile)
self.draw_button = QPushButton('&Reset')
self.draw_button.clicked.connect(self.Reset)
self.load_button = QPushButton('&Load')
#self.load_button.clicked.connect(self.Load)
self.fit_cb= QCheckBox('&PolyFit')
self.fit_cb.setChecked(False)
self.fit_cb.stateChanged.connect(self.Magic) # int
self.fit_label = QLabel('Exp')
self.fit_seter = QLineEdit(self)
self.fit_seter.textChanged[str].connect(self.FitChanged)
self.shape_cb= QCheckBox('&Shape')
self.shape_cb.setChecked(False)
self.shape_cb.stateChanged.connect(self.Magic) # int
self.Normalize_cb = QCheckBox('&Normalize')
self.Normalize_cb.setChecked(False)
self.Normalize_cb.stateChanged.connect(self.Magic) # int
self.norm_slider_label = QLabel('Standard:' + self.NameChosen)
self.norm_slider = QSlider(Qt.Horizontal)
self.norm_slider.setRange(0, 4)
self.norm_slider.setValue(0)
self.norm_slider.setTracking(True)
self.norm_slider.setTickPosition(QSlider.TicksBothSides)
self.norm_slider.valueChanged.connect(self.Magic) # int
self.x_element = QSlider(Qt.Horizontal)
self.x_element.setRange(0, len(self.items) - 1)
self.x_element.setValue(0)
self.x_element.setTracking(True)
self.x_element.setTickPosition(QSlider.TicksBothSides)
self.x_element.valueChanged.connect(self.Magic) # int
self.x_element_label = QLabel('X')
self.logx_cb = QCheckBox('&Log')
self.logx_cb.setChecked(False)
self.logx_cb.stateChanged.connect(self.Magic) # int
self.y_element = QSlider(Qt.Horizontal)
self.y_element.setRange(0, len(self.items) - 1)
self.y_element.setValue(1)
self.y_element.setTracking(True)
self.y_element.setTickPosition(QSlider.TicksBothSides)
self.y_element.valueChanged.connect(self.Magic) # int
self.y_element_label = QLabel('Y')
self.logy_cb = QCheckBox('&Log')
self.logy_cb.setChecked(False)
self.logy_cb.stateChanged.connect(self.Magic) # int
self.z_element = QSlider(Qt.Horizontal)
self.z_element.setRange(0, len(self.items) - 1)
self.z_element.setValue(2)
self.z_element.setTracking(True)
self.z_element.setTickPosition(QSlider.TicksBothSides)
self.z_element.valueChanged.connect(self.Magic) # int
self.z_element_label = QLabel('Z')
self.logz_cb = QCheckBox('&Log')
self.logz_cb.setChecked(False)
self.logz_cb.stateChanged.connect(self.Magic) # int
self.xlim_seter_left_label = QLabel('Xleft')
self.xlim_seter_left = QLineEdit(self)
self.xlim_seter_left.textChanged[str].connect(self.XleftChanged)
self.xlim_seter_right_label = QLabel('Xright')
self.xlim_seter_right = QLineEdit(self)
self.xlim_seter_right.textChanged[str].connect(self.XrightChanged)
self.ylim_seter_down_label = QLabel('Ydown')
self.ylim_seter_down = QLineEdit(self)
self.ylim_seter_down.textChanged[str].connect(self.YdownChanged)
self.ylim_seter_up_label = QLabel('Yup')
self.ylim_seter_up = QLineEdit(self)
self.ylim_seter_up.textChanged[str].connect(self.YupChanged)
self.hbox0 = QHBoxLayout()
self.hbox1 = QHBoxLayout()
self.hbox2 = QHBoxLayout()
self.hbox3 = QHBoxLayout()
self.hbox4 = QHBoxLayout()
self.hbox5 = QHBoxLayout()
self.hbox6 = QHBoxLayout()
self.hbox7 = QHBoxLayout()
'''
for w in [self.fit_cb,self.fit_label, self.fit_seter,self.xlim_seter_left_label,self.xlim_seter_left,self.xlim_seter_right_label,self.xlim_seter_right,self.ylim_seter_down_label,self.ylim_seter_down,self.ylim_seter_up_label,self.ylim_seter_up,self.shape_cb]:
self.hbox0.addWidget(w)
self.hbox0.setAlignment(w, Qt.AlignVCenter)
'''
for w in [self.view]:
self.hbox0.addWidget(w)
self.hbox0.setAlignment(w, Qt.AlignVCenter)
for w in [self.Normalize_cb, self.norm_slider_label, self.norm_slider]:
self.hbox1.addWidget(w)
self.hbox1.setAlignment(w, Qt.AlignVCenter)
for w in [self.logx_cb, self.x_element_label, self.x_element]:
self.hbox2.addWidget(w)
self.hbox2.setAlignment(w, Qt.AlignVCenter)
for w in [self.logy_cb, self.y_element_label, self.y_element]:
self.hbox3.addWidget(w)
self.hbox3.setAlignment(w, Qt.AlignVCenter)
for w in [self.logz_cb, self.z_element_label, self.z_element]:
self.hbox4.addWidget(w)
self.hbox4.setAlignment(w, Qt.AlignVCenter)
self.vbox = QVBoxLayout()
#self.vbox.addWidget(self.view)
self.vbox.addLayout(self.hbox0)
self.vbox.addLayout(self.hbox1)
self.vbox.addLayout(self.hbox2)
self.vbox.addLayout(self.hbox3)
self.vbox.addLayout(self.hbox4)
self.main_frame.setLayout(self.vbox)
self.setCentralWidget(self.main_frame)
def Read(self, inpoints):
points = []
for i in inpoints:
points.append(i.split())
result = []
for i in points:
for l in range(len(i)):
a = float((i[l].split(','))[0])
a = a * self.x_scale
b = float((i[l].split(','))[1])
b = (self.height_load - b) * self.y_scale
result.append((a, b))
return (result)
def Load(self):
fileName, filetype = QFileDialog.getOpenFileName(self,
'选取文件',
'~/',
'PNG Files (*.png);;JPG Files (*.jpg);;SVG Files (*.svg)') # 设置文件扩展名过滤,注意用双分号间隔
print(fileName, '\t', filetype)
if ('svg' in fileName):
doc = minidom.parse(fileName) # parseString also exists
polygon_points = [path.getAttribute('points') for path in doc.getElementsByTagName('polygon')]
polyline_points = [path.getAttribute('points') for path in doc.getElementsByTagName('polyline')]
svg_width = [path.getAttribute('width') for path in doc.getElementsByTagName('svg')]
svg_height = [path.getAttribute('height') for path in doc.getElementsByTagName('svg')]
# print(svg_width)
# print(svg_height)
digit = '01234567890.-'
width = svg_width[0].replace('px', '').replace('pt', '')
height = svg_height[0].replace('px', '').replace('pt', '')
self.width_load = float(width)
self.height_load = float(height)
soup = BeautifulSoup(open(fileName), 'lxml')
tmpgon = soup.find_all('polygon')
tmppolyline = soup.find_all('polyline')
tmptext = soup.find_all('text')
tmpline = soup.find_all('line')
tmppath = soup.find_all('path')
self.strgons = []
for i in tmpgon:
a = (str(i)).replace('\n', '').replace('\t', '')
m = BeautifulSoup(a, 'lxml')
k = m.polygon.attrs
self.strgons.append(k['points'].split())
self.strpolylines = []
for i in tmppolyline:
a = (str(i)).replace('\n', '').replace('\t', '')
m = BeautifulSoup(a, 'lxml')
k = m.polyline.attrs
self.strpolylines.append(k['points'].split())
self.strlines = []
for i in tmpline:
a = (str(i)).replace('\n', '').replace('\t', '')
m = BeautifulSoup(a, 'lxml')
k = m.line.attrs
a = str(k['x1']) + ',' + str(k['y1']) + ' ' + str(k['x2']) + ',' + str(k['y2'])
self.strlines.append(a.split())
self.strpath = []
for i in tmppath:
a = (str(i)).replace('\n', '').replace('\t', '')
m = BeautifulSoup(a, 'lxml')
k = m.path.attrs
self.strpath.append(k['d'].split())
# print(self.strpath)
self.polygon = []
for i in self.strgons:
m = self.Read(i)
m.append(m[0])
self.polygon.append(m)
self.polyline = []
for i in self.strpolylines:
m = self.Read(i)
# print('i: ',i,'\n m:',m)
self.polyline.append(m)
self.line = []
for i in self.strlines:
m = self.Read(i)
# print('i: ',i,'\n m:',m)
self.line.append(m)
elif ('png' in fileName or 'jpg' in fileName):
self.img = mpimg.imread(fileName)
self.flag = 1
self.Magic()
def Reset(self):
self.flag = 0
self.Magic()
def FitChanged(self, text):
w = 'Fit' + text
self.fit_label.setText(w)
self.fit_label.adjustSize()
try:
self.FitLevel = float(text)
except:
pass
self.Magic()
def XleftChanged(self,text):
if len(text)<1:
self.LimSet = False
else:
self.LimSet = True
w = 'Left ' + text
self.xlim_seter_left_label.setText(w)
self.xlim_seter_left_label.adjustSize()
try:
self.Xleft = float(text)
except:
pass
self.Magic()
def XrightChanged(self,text):
if len(text)<1:
self.LimSet = False
else:
self.LimSet = True
w = 'Right ' + text
self.xlim_seter_right_label.setText(w)
self.xlim_seter_right_label.adjustSize()
try:
self.Xright = float(text)
except:
pass
self.Magic()
def YdownChanged(self,text):
if len(text)<1:
self.LimSet = False
else:
self.LimSet = True
w = 'Down ' + text
self.ylim_seter_down_label.setText(w)
self.ylim_seter_down_label.adjustSize()
try:
self.Ydown = float(text)
except:
pass
self.Magic()
def YupChanged(self,text):
if len(text)<1:
self.LimSet = False
else:
self.LimSet =True
w = 'Up ' + text
self.ylim_seter_up_label.setText(w)
self.ylim_seter_up_label.adjustSize()
try:
self.Yup = float(text)
except:
pass
self.Magic()
def ShapeChanged(self, text):
w = 'Shape' + text
#self.shape_label.setText(w)
#self.shape_label.adjustSize()
try:
self.ShapeGroups = int(text)
except:
pass
self.Magic()
def GetASequence(self, head=0, tail= 200, count=10):
if count > 0:
result = np.arange(head, tail, (tail - head) / count)
else:
result = np.arange(head, tail, (tail - head) / 10)
return (result)
def Magic(self):
#self.view.setFixedSize(self.width(), self.width())
self.WholeData = []
self.x_scale = self.width_plot / self.width_load
self.y_scale = self.height_plot / self.height_load
self.z_scale = self.depth_plot / self.depth_load
# print(self.x_scale,' and ',self.x_scale)
raw = self._df
a = int(self.x_element.value())
b = int(self.y_element.value())
c = int(self.z_element.value())
self.x_element_label.setText(self.items[a])
self.y_element_label.setText(self.items[b])
self.z_element_label.setText(self.items[c])
if (self.Left != self.Right) and (self.Down != self.Up) and abs(self.Left) + abs(self.Right) + abs(
self.Down) + abs(self.Up) != 0:
self.extent = [self.Left, self.Right, self.Down, self.Up]
elif (self.Left == self.Right and abs(self.Left) + abs(self.Right) != 0):
reply = QMessageBox.warning(self, 'Warning', 'You set same value to Left and Right limits.')
self.extent = 0
elif (self.Down == self.Up and abs(self.Down) + abs(self.Up) != 0):
reply = QMessageBox.warning(self, 'Warning', 'You set same value to Up and Down limits.')
self.extent = 0
else:
self.extent = 0
standardnamechosen = self.StandardsName[int(self.norm_slider.value())]
standardchosen = self.Standards[standardnamechosen]
self.norm_slider_label.setText(standardnamechosen)
PointLabels = []
XtoDraw = []
YtoDraw = []
ZtoDraw = []
Colors=[]
Alphas=[]
Markers=[]
Names=[]
for i in range(len(raw)):
# raw.at[i, 'DataType'] == 'User' or raw.at[i, 'DataType'] == 'user' or raw.at[i, 'DataType'] == 'USER'
TmpLabel = ''
# self.WholeData.append(math.log(tmp, 10))
if (raw.at[i, 'Label'] in PointLabels or raw.at[i, 'Label'] == ''):
TmpLabel = ''
else:
PointLabels.append(raw.at[i, 'Label'])
TmpLabel = raw.at[i, 'Label']
x, y ,z = 0, 0, 0
xuse, yuse,zuse = 0, 0, 0
x, y,z = raw.at[i, self.items[a]], raw.at[i, self.items[b]],raw.at[i, self.items[c]]
try:
xuse = x
yuse = y
zuse = z
self.xlabel = self.items[a]
self.ylabel = self.items[b]
self.zlabel = self.items[c]
if (self.Normalize_cb.isChecked()):
self.xlabel = self.items[a] + ' Norm by ' + standardnamechosen
self.x_element_label.setText(self.xlabel)
self.ylabel = self.items[b] + ' Norm by ' + standardnamechosen
self.y_element_label.setText(self.ylabel)
self.zlabel = self.items[c] + ' Norm by ' + standardnamechosen
self.z_element_label.setText(self.zlabel)
if self.items[a] in self.Element:
xuse = xuse / standardchosen[self.items[a]]
if self.items[b] in self.Element:
yuse = yuse / standardchosen[self.items[b]]
if self.items[c] in self.Element:
zuse = zuse / standardchosen[self.items[c]]
if (self.logx_cb.isChecked()):
xuse = math.log(x, 10)
self.xlabel = '$log10$ ' + self.xlabel
if (self.logy_cb.isChecked()):
yuse = math.log(y, 10)
self.ylabel = '$log10$ ' + self.ylabel
if (self.logz_cb.isChecked()):
zuse = math.log(z, 10)
self.zlabel = '$log10$ ' + self.zlabel
XtoDraw.append(xuse)
YtoDraw.append(yuse)
ZtoDraw.append(zuse)
Colors.append(raw.at[i, 'Color'])
Alphas.append(raw.at[i, 'Alpha'])
Names.append(raw.at[i, 'Label'])
Markers.append(raw.at[i, 'Marker'])
except(ValueError):
pass
if self.LimSet==False:
self.Xleft, self.Xright, self.Ydown, self.Yup, self.Tail, self.Head = min(XtoDraw), max(XtoDraw), min(YtoDraw), max(YtoDraw), min(ZtoDraw), max(ZtoDraw)
xmin, xmax = min(XtoDraw), max(XtoDraw)
ymin, ymax = min(YtoDraw), max(YtoDraw)
zmin, zmax = min(ZtoDraw), max(ZtoDraw)
xmean = np.mean(XtoDraw)
ymean = np.mean(YtoDraw)
zmean = np.mean(ZtoDraw)
Xoriginal = np.arange(xmin, xmax, (xmax - xmin) / 10)
Yoriginal = np.arange(ymin, ymax, (ymax - ymin) / 10)
Zoriginal = np.arange(zmin, zmax, (zmax - zmin) / 10)
XonPlot = self.GetASequence(tail=self.ShapeGroups)
YonPlot = self.GetASequence(tail=self.ShapeGroups)
ZonPlot = self.GetASequence(tail=self.ShapeGroups)
XonStick = []
YonStick = []
ZonStick = []
for i in range(len(XonPlot)):
XonStick.append([XonPlot[i], Xoriginal[i]])
YonStick.append([YonPlot[i], Yoriginal[i]])
ZonStick.append([ZonPlot[i], Zoriginal[i]])
pass
#print(XtoDraw,'\n', YtoDraw,'\n', ZtoDraw)
toDf = {self.xlabel:XtoDraw,
self.ylabel:YtoDraw,
self.zlabel:ZtoDraw}
newdf = pd.DataFrame(toDf)
pos = newdf.as_matrix()
print(pos)
ThreeDimView = gl.GLScatterPlotItem(pos=pos, color=(100, 255, 255, 88), size=0.1, pxMode=False)
print(xmean,'\n', ymean,'\n', zmean,'\n')
self.view.pan(xmean, ymean, zmean)
xgrid = gl.GLGridItem(size=QtGui.QVector3D(10, 10, 1), color=1)
ygrid = gl.GLGridItem(size=QtGui.QVector3D(20, 20, 2), color=2)
zgrid = gl.GLGridItem(size=QtGui.QVector3D(30, 30, 3), color=3)
## rotate x and y grids to face the correct direction
xgrid.rotate(90, 0, 1, 0)
ygrid.rotate(90, 1, 0, 0)
xgrid.translate(xmean, ymean, zmean)
ygrid.translate(xmean, ymean, zmean)
zgrid.translate(xmean, ymean, zmean)
## scale each grid differently
'''
xgrid.scale(12.8, 12.8, 12.8)
ygrid.scale(12.8, 12.8, 12.8)
zgrid.scale(12.8, 12.8, 12.8)
'''
# xgrid.setTransform(xmean,ymean,zmean)
self.view.addItem(xgrid)
self.view.addItem(ygrid)
self.view.addItem(zgrid)
self.view.addItem(ThreeDimView)