class Collections(QWidget):
"""Just a widget contains a sub tab widget."""
def __init__(self, parent: MainWindowBase):
"""Create two widget page and using main window to make their parent."""
super(Collections, self).__init__(parent)
layout = QVBoxLayout(self)
self.tab_widget = QTabWidget(self)
layout.addWidget(self.tab_widget)
self.setWindowIcon(QIcon(QPixmap(":/icons/collections.png")))
self.structure_widget = StructureWidget(parent)
self.configure_widget = ConfigureWidget(
self.structure_widget.add_collection, parent)
self.tab_widget.addTab(self.structure_widget,
self.structure_widget.windowIcon(),
"Structures")
self.tab_widget.addTab(self.configure_widget,
self.configure_widget.windowIcon(),
"Configuration")
self.structure_widget.configure_button.clicked.connect(
lambda: self.tab_widget.setCurrentIndex(1))
self.structure_widget.layout_sender.connect(
self.configure_widget.set_graph)
def clear(self):
"""Clear the sub-widgets."""
self.structure_widget.clear()
self.configure_widget.clear()
def collect_data(self) -> List[Tuple[Tuple[int, int], ...]]:
"""Return collections to database."""
return [tuple(G.edges) for G in self.structure_widget.collections]
def triangle_data(self) -> Dict[str, Dict[str, Any]]:
"""Return profiles to database."""
return self.configure_widget.collections
def __init__(self, Title, mechanism_data=[], parent=None):
super(ChartDialog, self).__init__(parent)
self.setWindowTitle("Chart")
self.setWindowFlags(self.windowFlags() | Qt.WindowMaximizeButtonHint)
self.setSizeGripEnabled(True)
self.setModal(True)
self.setMinimumSize(QSize(800, 600))
self.Title = Title
self.mechanism_data = mechanism_data
#Widgets
main_layout = QVBoxLayout(self)
main_layout.setContentsMargins(6, 6, 6, 6)
self.tabWidget = QTabWidget(self)
self.setChart("Fitness / Generation Chart", 0, 1)
self.setChart("Generation / Time Chart", 2, 0)
self.setChart("Fitness / Time Chart", 2, 1)
main_layout.addWidget(self.tabWidget)
def __init__(self, title, algorithm_data, parent: QWidget):
"""Add three tabs of chart."""
super(ChartDialog, self).__init__(parent)
self.setWindowTitle("Chart")
self.setWindowFlags(self.windowFlags() | Qt.WindowMaximizeButtonHint)
self.setSizeGripEnabled(True)
self.setModal(True)
self.setMinimumSize(QSize(800, 600))
self.__title = title
self.__algorithm_data = algorithm_data
# Widgets
main_layout = QVBoxLayout(self)
main_layout.setContentsMargins(6, 6, 6, 6)
self.tabWidget = QTabWidget(self)
self.__set_chart("Fitness / Generation Chart", 0, 1)
self.__set_chart("Generation / Time Chart", 2, 0)
self.__set_chart("Fitness / Time Chart", 2, 1)
main_layout.addWidget(self.tabWidget)
def __init__(self, parent: MainWindowBase):
"""Create two widget page and using main window to make their parent."""
super(Collections, self).__init__(parent)
layout = QVBoxLayout(self)
self.tab_widget = QTabWidget(self)
layout.addWidget(self.tab_widget)
self.setWindowIcon(QIcon(QPixmap(":/icons/collections.png")))
self.structure_widget = StructureWidget(parent)
self.configure_widget = ConfigureWidget(
self.structure_widget.add_collection, parent)
self.tab_widget.addTab(self.structure_widget,
self.structure_widget.windowIcon(),
"Structures")
self.tab_widget.addTab(self.configure_widget,
self.configure_widget.windowIcon(),
"Configuration")
self.structure_widget.configure_button.clicked.connect(
lambda: self.tab_widget.setCurrentIndex(1))
self.structure_widget.layout_sender.connect(
self.configure_widget.set_graph)
def __init__(self, parent=None):
super(Collections, self).__init__(parent)
layout = QVBoxLayout(self)
tabWidget = QTabWidget(self)
layout.addWidget(tabWidget)
self.setWindowIcon(QIcon(QPixmap(":/icons/collections.png")))
self.CollectionsStructure = CollectionsStructure(parent)
self.CollectionsTriangularIteration = CollectionsTriangularIteration(
parent)
self.CollectionsTriangularIteration.addToCollection = self.CollectionsStructure.addCollection
tabWidget.addTab(self.CollectionsStructure,
self.CollectionsStructure.windowIcon(), "Structure")
tabWidget.addTab(self.CollectionsTriangularIteration,
self.CollectionsTriangularIteration.windowIcon(),
"Triangular iteration")
self.CollectionsStructure.triangle_button.clicked.connect(
lambda: tabWidget.setCurrentIndex(1))
self.CollectionsStructure.layout_sender.connect(
self.CollectionsTriangularIteration.setGraph)
def __init__(self, parent: QWidget):
"""Create two widget page and using main window to make their parent."""
super(Collections, self).__init__(parent)
layout = QVBoxLayout(self)
tab_widget = QTabWidget(self)
layout.addWidget(tab_widget)
self.setWindowIcon(QIcon(QPixmap(":/icons/collections.png")))
self.StructureWidget = StructureWidget(parent)
self.TriangularIterationWidget = TriangularIterationWidget(
self.StructureWidget.addCollection, parent)
tab_widget.addTab(self.StructureWidget,
self.StructureWidget.windowIcon(), "Structures")
tab_widget.addTab(self.TriangularIterationWidget,
self.TriangularIterationWidget.windowIcon(),
"Triangular iteration")
self.StructureWidget.triangle_button.clicked.connect(
lambda: tab_widget.setCurrentIndex(1))
self.StructureWidget.layout_sender.connect(
self.TriangularIterationWidget.setGraph)
class ChartDialog(QDialog):
"""There are three charts are in the dialog.
+ Fitness / Generation Chart.
+ Generation / Time Chart.
+ Fitness / Time Chart.
"""
def __init__(self, title, algorithm_data, parent: QWidget):
"""Add three tabs of chart."""
super(ChartDialog, self).__init__(parent)
self.setWindowTitle("Chart")
self.setWindowFlags(self.windowFlags() | Qt.WindowMaximizeButtonHint)
self.setSizeGripEnabled(True)
self.setModal(True)
self.setMinimumSize(QSize(800, 600))
self.__title = title
self.__algorithm_data = algorithm_data
# Widgets
main_layout = QVBoxLayout(self)
main_layout.setContentsMargins(6, 6, 6, 6)
self.tabWidget = QTabWidget(self)
self.__set_chart("Fitness / Generation Chart", 0, 1)
self.__set_chart("Generation / Time Chart", 2, 0)
self.__set_chart("Fitness / Time Chart", 2, 1)
main_layout.addWidget(self.tabWidget)
def __set_chart(self, tab_name: str, pos_x: int, pos_y: int):
"""Setting charts by data index.
pos_x / pos_y: [0], [1], [2]
time_fitness: List[List[Tuple[gen, fitness, time]]]
"""
axis_x = QCategoryAxis()
axis_y = QValueAxis()
axis_x.setLabelsPosition(QCategoryAxis.AxisLabelsPositionOnValue)
axis_x.setMin(0)
axis_y.setTickCount(11)
if self.__algorithm_data:
# Just copy references from algorithm data.
plot = [data['time_fitness'] for data in self.__algorithm_data]
# X max.
max_x = int(max([max([tnf[pos_x] for tnf in data]) for data in plot]) * 100)
axis_x.setMax(max_x)
i10 = int(max_x / 10)
if i10:
for i in range(0, max_x + 1, i10):
axis_x.append(str(i / 100), i)
else:
for i in range(0, 1000, 100):
axis_x.append(str(i / 100), i)
# Y max.
max_y = max(max([tnf[pos_y] for tnf in data]) for data in plot) + 10
else:
plot = None
# Y max.
max_y = 100
max_y -= max_y % 10
axis_y.setRange(0., max_y)
chart = DataChart(self.__title, axis_x, axis_y)
# Append data set.
for i, data in enumerate(self.__algorithm_data):
line = QLineSeries()
scatter = QScatterSeries()
line.setName(f"{i}: {data['Algorithm']}")
scatter.setMarkerSize(7)
scatter.setColor(QColor(110, 190, 30))
for e in plot[self.__algorithm_data.index(data)]:
y = e[pos_y]
x = e[pos_x] * 100
line.append(QPointF(x, y))
scatter.append(QPointF(x, y))
for series in (line, scatter):
chart.addSeries(series)
series.attachAxis(axis_x)
series.attachAxis(axis_y)
chart.legend().markers(scatter)[0].setVisible(False)
# Add chart into tab widget
widget = QWidget()
self.tabWidget.addTab(widget, QIcon(), tab_name)
layout = QVBoxLayout(widget)
layout.setContentsMargins(2, 2, 2, 2)
chart_view = QChartView(chart)
chart_view.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding)
layout.addWidget(chart_view)
class ChartDialog(QDialog):
"""There are three charts are in the dialog.
+ Fitness / Generation Chart.
+ Generation / Time Chart.
+ Fitness / Time Chart.
"""
def __init__(self, Title, mechanism_data=[], parent=None):
super(ChartDialog, self).__init__(parent)
self.setWindowTitle("Chart")
self.setWindowFlags(self.windowFlags() | Qt.WindowMaximizeButtonHint)
self.setSizeGripEnabled(True)
self.setModal(True)
self.setMinimumSize(QSize(800, 600))
self.Title = Title
self.mechanism_data = mechanism_data
#Widgets
main_layout = QVBoxLayout(self)
main_layout.setContentsMargins(6, 6, 6, 6)
self.tabWidget = QTabWidget(self)
self.setChart("Fitness / Generation Chart", 0, 1)
self.setChart("Generation / Time Chart", 2, 0)
self.setChart("Fitness / Time Chart", 2, 1)
main_layout.addWidget(self.tabWidget)
def setChart(self, tabName: str, posX: int, posY: int):
'''Setting charts by data index.
posX / posY: [0] / [1] / [2]
TimeAndFitness: List[List[Tuple[gen, fitness, time]]]
'''
if self.mechanism_data:
if type(self.mechanism_data[0]['TimeAndFitness'][0]) == float:
TimeAndFitness = [[
(data['lastGen'] * i / len(data['TimeAndFitness']), Tnf, 0)
for i, Tnf in enumerate(data['TimeAndFitness'])
] for data in self.mechanism_data]
else:
#Just copy from mechanism_data
TimeAndFitness = [[Tnf for Tnf in data['TimeAndFitness']]
for data in self.mechanism_data]
axisX = QCategoryAxis()
axisY = QValueAxis()
axisX.setLabelsPosition(QCategoryAxis.AxisLabelsPositionOnValue)
axisX.setMin(0)
axisY.setTickCount(11)
#X maxima
if self.mechanism_data:
maximaX = int(
max([
max([Tnf[posX] for Tnf in data]) for data in TimeAndFitness
]) * 100)
axisX.setMax(maximaX)
i10 = int(maximaX / 10)
if i10:
for i in range(0, maximaX + 1, i10):
axisX.append(str(i / 100), i)
else:
for i in range(0, 1000, 100):
axisX.append(str(i / 100), i)
#Y maxima
if self.mechanism_data:
maximaY = max(
[max([Tnf[posY] for Tnf in data])
for data in TimeAndFitness]) + 10
else:
maximaY = 100
maximaY -= maximaY % 10
axisY.setRange(0., maximaY)
chart = DataChart(self.Title, axisX, axisY)
#Append datasets
for data in self.mechanism_data:
line = QLineSeries()
scatter = QScatterSeries()
gen = data['lastGen']
Tnf = TimeAndFitness[self.mechanism_data.index(data)]
points = Tnf[:-1] if Tnf[-1] == Tnf[-2] else Tnf
line.setName("{}({} gen): {}".format(data['Algorithm'], gen,
data['Expression']))
scatter.setMarkerSize(7)
scatter.setColor(QColor(110, 190, 30))
for i, e in enumerate(points):
y = e[posY]
x = e[posX] * 100
line.append(QPointF(x, y))
scatter.append(QPointF(x, y))
for series in [line, scatter]:
chart.addSeries(series)
series.attachAxis(axisX)
series.attachAxis(axisY)
chart.legend().markers(scatter)[0].setVisible(False)
#Add chart into tab widget
widget = QWidget()
self.tabWidget.addTab(widget, QIcon(), tabName)
layout = QVBoxLayout(widget)
layout.setContentsMargins(2, 2, 2, 2)
chartView = QChartView(chart)
chartView.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding)
layout.addWidget(chartView)