def initChart(self, xAxis):
self._chart = QChart()
#调整边距
self._chart.layout().setContentsMargins(0, 0, 0, 0) #外界
self._chart.setMargins(QMargins(3, 0, 3, 0)) #内界
self._chart.setBackgroundRoundness(0)
self._chart.setBackgroundVisible(False)
#设置主题
self._chart.setTheme(QChart.ChartThemeBlueIcy)
# 抗锯齿
self.setRenderHint(QPainter.Antialiasing)
# 开启动画效果
self._chart.setAnimationOptions(QChart.SeriesAnimations)
self.categories = xAxis
self._series = QPercentBarSeries(self._chart)
self._chart.addSeries(self._series)
axis_x = QBarCategoryAxis(self._chart)
axis_x.append(self.categories)
axis_x.setLabelsAngle(280)
axis_y = QValueAxis(self._chart)
axis_y.setTitleText("比例")
axis_y.setRange(0, 100)
self._chart.addAxis(axis_x, Qt.AlignBottom)
self._chart.addAxis(axis_y, Qt.AlignLeft)
self._series.attachAxis(axis_x)
self._series.attachAxis(axis_y)
self.setChart(self._chart)
def agg_glycoforms(self) -> None:
"""
Display glycoform data in the corresponding chart view.
:return: nothing
:rtype: None
"""
# aggregate "other" abundances
if self.cbAggGlycoforms.isChecked():
agg_abundance = (
self.glycoforms.iloc[self.sbAggGlycoforms.value():].sum())
self.glycoforms_agg = (
self.glycoforms.iloc[:self.sbAggGlycoforms.value()].append(
pd.Series(agg_abundance, index=[self.tr("other")])))
else:
self.glycoforms_agg = self.glycoforms
# extract x- and y-values from series
x_values = [str(i) for i in self.glycoforms_agg.index]
y_values = [a.nominal_value for a in self.glycoforms_agg]
# assemble the chart
bar_set = QBarSet("glycoform abundance")
bar_set.append(y_values)
bar_set.setColor(QColor("#2c7fb8"))
bar_set.hovered.connect(self.update_glycoform_label)
bar_series = QBarSeries()
bar_series.append(bar_set)
x_axis = QBarCategoryAxis()
x_axis.append(x_values)
x_axis.setTitleVisible(False)
x_axis.setLabelsAngle(270)
range_max = max(self.glycoforms_agg).nominal_value
range_max = math.ceil(range_max / 20) * 20
tick_count = range_max // 20 + 1
y_axis = QValueAxis()
y_axis.setRange(0, range_max)
y_axis.setTickCount(tick_count)
y_axis.setTitleText(self.tr("abundance"))
y_axis.setLabelFormat("%d")
chart = QChart()
chart.addSeries(bar_series)
chart.setAxisX(x_axis, bar_series)
chart.setAxisY(y_axis, bar_series)
chart.legend().setVisible(False)
chart.setBackgroundRoundness(0)
chart.layout().setContentsMargins(0, 0, 0, 0)
chart.setMargins(QMargins(5, 5, 5, 5))
self.cvGlycoforms.setChart(chart)
def grafik_uji_kategori(self):
with open(
'C:/Users/asus/Desktop/SKRIPSWEET BISMILLAH/MODUL PROGRAM/Modul Program Bismillah/Pengujian/hasil_uji_kategori_kfold.json'
) as f:
dataa = json.load(f)
print(dataa)
acc = dataa['acc']
pres = dataa['presisi']
rec = dataa['recall']
set0 = QBarSet('Akurasi')
set1 = QBarSet('Presisi')
set2 = QBarSet('Recall')
for i in range(len(acc)):
set0.append(acc[i] * 100)
for i in range(len(pres)):
set1.append(pres[i] * 100)
for i in range(len(rec)):
set2.append(rec[i] * 100)
series = QBarSeries()
series.append(set0)
series.append(set1)
series.append(set2)
set0.setColor(QtGui.QColor("navy"))
set1.setColor(QtGui.QColor("yellow"))
set2.setColor(QtGui.QColor("red"))
chart = QChart()
chart.addSeries(series)
chart.setAnimationOptions(QChart.SeriesAnimations)
label_pantai = ['K=1', 'K=2', 'K=3', 'K=4', 'K=5']
axisX = QBarCategoryAxis()
axisX.append(label_pantai)
axisX.setLabelsAngle(0)
axisY = QValueAxis()
axisX.setTitleText("K-Fold Cross Validation")
axisY.setTitleText("Prosentase (%)")
axisY.setRange(0, max(set0))
axisY.setMinorTickCount(5)
chart.addAxis(axisX, Qt.AlignBottom)
chart.addAxis(axisY, Qt.AlignLeft)
chart.legend().setVisible(True)
chart.legend().setAlignment(Qt.AlignBottom)
return (chart)
def DT(self):
self.ind = 1
gf = Grafik_2()
jml = gf.jumlah_per_pantai()
jml_pantai = []
for i in range(len(jml)):
jml_pantai.append(jml[i])
value = []
hasil = gf.hasil_dayatarik()
for i in range(len(hasil)):
value.append((hasil[i] / jml_pantai[i]) * 100)
sorting = sorted(value, reverse=True)
index = np.argsort(value)[::-1]
label_sorting = []
for i in index:
label_sorting.append(self.label_pantai[i])
set0 = QBarSet('Daya Tarik')
set0.setColor(QtGui.QColor("blue"))
for i in range(len(hasil)):
set0.append(sorting)
series = QBarSeries()
series.append(set0)
series.setLabelsVisible(True)
series.setLabelsPosition(QAbstractBarSeries.LabelsInsideEnd)
self.chart = QChart()
self.chart.addSeries(series)
self.chart.setTitle('Grafik Prosentase Ulasan Pantai')
self.chart.setAnimationOptions(QChart.SeriesAnimations)
axisX = QBarCategoryAxis()
axisX.setLabelsAngle(-90)
axisY = QValueAxis()
axisY.setTitleText("Prosentase (%)")
self.chart.addAxis(axisX, Qt.AlignBottom)
self.chart.addAxis(axisY, Qt.AlignLeft)
series.attachAxis(axisY)
axisY.applyNiceNumbers()
self.chart.legend().setVisible(True)
self.chart.legend().setAlignment(Qt.AlignBottom)
self.chart.createDefaultAxes()
self.graphicsView.setChart(self.chart)
self.lims = np.array([0, 10])
self.onAxisSliderMoved(self.verticalScrollBar.value())
def create_chart(self):
self.chart.setTitle('Grafiek financieën magazijnvoorraad')
font = QFont("Sans Serif", 10)
font.setWeight(QFont.Bold)
self.chart.setTitleFont(font)
set0 = QBarSet('Totaal')
set1 = QBarSet('Courant')
set2 = QBarSet('Incourant')
set0 << rpvrd[0][1] << rpvrd[1][1] << rpvrd[2][1] << rpvrd[3][
1] << rpvrd[4][1] << rpvrd[5][1] << rpvrd[6][1] << rpvrd[7][
1] << rpvrd[8][1] << rpvrd[9][1] << rpvrd[10][1] << rpvrd[
11][1]
set1 << rpvrd[0][2] << rpvrd[1][2] << rpvrd[2][2] << rpvrd[3][
2] << rpvrd[4][2] << rpvrd[5][2] << rpvrd[6][2] << rpvrd[7][
2] << rpvrd[8][2] << rpvrd[9][2] << rpvrd[10][2] << rpvrd[
11][2]
set2 << rpvrd[0][3] << rpvrd[1][3] << rpvrd[2][3] << rpvrd[3][
3] << rpvrd[4][3] << rpvrd[5][3] << rpvrd[6][3] << rpvrd[7][
3] << rpvrd[8][3] << rpvrd[9][3] << rpvrd[10][3] << rpvrd[
11][3]
barseries = QBarSeries()
barseries.append(set0)
barseries.append(set1)
barseries.append(set2)
barseries.append
categories = [rpvrd[0][0],rpvrd[1][0],rpvrd[2][0],rpvrd[3][0],rpvrd[4][0],\
rpvrd[5][0],rpvrd[6][0],rpvrd[7][0],rpvrd[8][0],rpvrd[9][0],\
rpvrd[10][0],rpvrd[11][0]]
self.chart.addSeries(barseries)
self.chart.axisX()
self.chart.createDefaultAxes()
axisX = QBarCategoryAxis()
axisX.append(categories)
axisX.setTitleText('Voortschrijdende periode over 12 maanden')
self.chart.setAxisX(axisX, barseries)
axisX.setRange(rpvrd[0][0], rpvrd[11][0])
axisX.setLabelsAngle(-90)
class QtHistogram(QChartView):
def __init__(self, spec):
super().__init__(None)
self.spec = spec
self.chart = QChart()
self.chart.setTitle(self.spec.variable)
self.chart.legend().hide()
self.mainset = QBarSet("")
self.mainset.append([0] * len(spec.bins))
self.mainset.setColor(
QColor(spec.color[0], spec.color[1], spec.color[2]))
self.series = QBarSeries()
self.series.append(self.mainset)
self.setMinimumWidth(400)
self.setMinimumHeight(230)
self.y_ranges = [0, 1, 5, 10, 25, 50, 100, 250, 500, 1000]
self.max_y = 1000
self.max_y_range = 1000
self.lookback = 30
self.recent_max_y = deque([self.max_y_range] * self.lookback)
font = QtGui.QFont()
font.setPixelSize(10)
self.axis_x = QBarCategoryAxis()
self.axis_x.setLabelsAngle(-90)
self.axis_x.setLabelsFont(font)
self.axis_y = QValueAxis()
self.axis_y.setRange(0, self.max_y)
self.axis_x.append(map(str, spec.bins))
self.chart.addSeries(self.series)
self.chart.setAxisX(self.axis_x, self.series)
self.chart.setAxisY(self.axis_y, self.series)
self.setChart(self.chart)
self.setRenderHint(QPainter.Antialiasing)
self._updates_per_second = 10
self._dataset = []
def clear(self):
self._dataset = []
def update_data(self, dataset):
data = []
for d in dataset:
data.append(d)
self._dataset = data
def redraw(self):
if len(self._dataset) > 0:
for i in range(len(self._dataset)):
self.mainset.replace(i, self._dataset[i])
# Calculate max of current values
max_y_range = max(self._dataset)
# Store max value
self.recent_max_y.appendleft(max_y_range)
if len(self.recent_max_y) > self.lookback:
self.recent_max_y.pop()
# Set max based on the last 30 max values,
# to avoid flickering
self.max_y_range = max(self.recent_max_y)
y_range = bisect.bisect_left(self.y_ranges, self.max_y_range)
if y_range < len(self.y_ranges):
self.max_y = self.y_ranges[y_range]
elif max_y_range > self.max_y:
self.max_y += self.max_y
elif max_y_range < self.max_y / 2:
self.max_y = self.max_y / 2
self.axis_y.setRange(0, self.max_y)
def agg_results(self) -> None:
"""
Display results in the corresponding chart view.
:return: nothing
:rtype: None
"""
# aggregate "other" abundances
if self.cbAggResults.isChecked():
agg_abundance = (
self.results.iloc[self.sbAggResults.value():].sum())
agg_abundance["glycoform"] = self.tr("other")
self.results_agg = (
self.results.iloc[:self.sbAggResults.value()].append(
agg_abundance, ignore_index=True))
else:
self.results_agg = self.results
# extract x- and y-values from series
x_values = list(self.results_agg["glycoform"].str.split(" or").str[0])
y_values_obs = list(self.results_agg["abundance"])
y_values_cor = list(self.results_agg["corr_abundance"])
# assemble the chart
bar_set_obs = QBarSet(self.tr("observed"))
bar_set_obs.append(y_values_obs)
bar_set_obs.setColor(QColor("#225ea8"))
bar_set_obs.hovered.connect(self.update_results_label)
bar_set_cor = QBarSet(self.tr("corrected"))
bar_set_cor.append(y_values_cor)
bar_set_cor.setColor(QColor("#41b6c4"))
bar_set_cor.hovered.connect(self.update_results_label)
bar_series = QBarSeries()
bar_series.append([bar_set_obs, bar_set_cor])
x_axis = QBarCategoryAxis()
x_axis.append(x_values)
x_axis.setTitleVisible(False)
x_axis.setLabelsAngle(270)
range_min = min(
self.results_agg[["abundance", "corr_abundance"]].min().min(), 0)
range_min = math.floor(range_min / 20) * 20
range_max = (self.results_agg[["abundance",
"corr_abundance"]].max().max())
range_max = math.ceil(range_max / 20) * 20
tick_count = (range_max - range_min) // 20 + 1
y_axis = QValueAxis()
y_axis.setRange(range_min, range_max)
y_axis.setTickCount(tick_count)
y_axis.setTitleText(self.tr("abundance"))
y_axis.setLabelFormat("%d")
chart = QChart()
chart.addSeries(bar_series)
chart.setAxisX(x_axis, bar_series)
chart.setAxisY(y_axis, bar_series)
chart.legend().setVisible(False)
chart.setBackgroundRoundness(0)
chart.layout().setContentsMargins(0, 0, 0, 0)
chart.setMargins(QMargins(5, 5, 5, 5))
self.cvResults.setChart(chart)
