class PCA(BaseEditor):
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.n_components = 10
form = QFormLayout()
self.cspin = QSpinBox(minimum=1, value=self.n_components)
self.cspin.valueChanged[int].connect(self.setC)
self.cspin.editingFinished.connect(self.edited)
form.addRow("Components:", self.cspin)
self.layout().addLayout(form)
def setParameters(self, params):
self.n_components = params.get("n_components", 10)
def parameters(self):
return {"n_components": self.n_components}
def setC(self, n_components):
if self.n_components != n_components:
self.n_components = n_components
self.cspin.setValue(n_components)
self.changed.emit()
@staticmethod
def createinstance(params):
n_components = params.get("n_components", 10)
return ProjectPCA(n_components=n_components)
def __repr__(self):
return "Components: {}".format(self.cspin.value())
class PCA(BaseEditor):
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.n_components = 10
form = QFormLayout()
self.cspin = QSpinBox(minimum=1, value=self.n_components)
self.cspin.valueChanged[int].connect(self.setC)
self.cspin.editingFinished.connect(self.edited)
form.addRow("Components:", self.cspin)
self.layout().addLayout(form)
def setParameters(self, params):
self.n_components = params.get("n_components", 10)
def parameters(self):
return {"n_components": self.n_components}
def setC(self, n_components):
if self.n_components != n_components:
self.n_components = n_components
self.cspin.setValue(n_components)
self.changed.emit()
@staticmethod
def createinstance(params):
n_components = params.get("n_components", 10)
return ProjectPCA(n_components=n_components)
def __repr__(self):
return "Components: {}".format(self.cspin.value())
class RemoveSparseEditor(BaseEditor):
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.sparse_thresh = 5
form = QFormLayout()
self.cspin = QSpinBox(minimum=1, maximum=100, value=self.sparse_thresh)
self.cspin.valueChanged[int].connect(self.setThresh)
self.cspin.editingFinished.connect(self.edited)
form.addRow("Min % of nonzero values:", self.cspin)
self.layout().addLayout(form)
def setThresh(self, thresh):
if self.sparse_thresh != thresh:
self.sparse_thresh = thresh
self.cspin.setValue(thresh)
self.changed.emit()
def parameters(self):
return {'sparse_thresh': self.sparse_thresh}
def setParameters(self, params):
self.setThresh(params.get('sparse_thresh', 5))
@staticmethod
def createinstance(params):
params = dict(params)
threshold = params.pop('sparse_thresh', 5)
return RemoveSparse(threshold=threshold / 100)
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self._lower_bound = self.DEFAULT_LOWER_BOUND
self._upper_bound = self.DEFAULT_UPPER_BOUND
self.setLayout(QVBoxLayout())
box = QGroupBox(title="Clipping", flat=True)
form = QFormLayout()
self.lower_check = QCheckBox("Lower Bound: ")
self.lower_check.clicked.connect(self.edited)
self.lower_spin = QSpinBox(minimum=-99,
maximum=0,
value=self._lower_bound)
self.lower_spin.valueChanged[int].connect(self._set_lower_bound)
self.lower_spin.editingFinished.connect(self.edited)
self.upper_check = QCheckBox("Upper Bound: ")
self.upper_check.clicked.connect(self.edited)
self.upper_spin = QSpinBox(value=self._upper_bound)
self.upper_spin.valueChanged[int].connect(self._set_upper_bound)
self.upper_spin.editingFinished.connect(self.edited)
form.addRow(self.lower_check, self.lower_spin)
form.addRow(self.upper_check, self.upper_spin)
box.setLayout(form)
self.layout().addWidget(box)
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.sparse_thresh = 5
form = QFormLayout()
self.cspin = QSpinBox(minimum=1, maximum=100, value=self.sparse_thresh)
self.cspin.valueChanged[int].connect(self.setThresh)
self.cspin.editingFinished.connect(self.edited)
form.addRow("Min % of nonzero values:", self.cspin)
self.layout().addLayout(form)
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self._n_genes = self.DEFAULT_N_GENES
form = QFormLayout()
self.n_genes_spin = QSpinBox(minimum=1,
maximum=10**6,
value=self._n_genes)
self.n_genes_spin.valueChanged[int].connect(self._set_n_genes)
self.n_genes_spin.editingFinished.connect(self.edited)
form.addRow("Number of genes:", self.n_genes_spin)
self.layout().addLayout(form)
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.n_components = 10
form = QFormLayout()
self.cspin = QSpinBox(minimum=1, value=self.n_components)
self.cspin.valueChanged[int].connect(self.setC)
self.cspin.editingFinished.connect(self.edited)
form.addRow("Components:", self.cspin)
self.layout().addLayout(form)
class CUR(BaseEditor):
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.rank = 10
self.max_error = 1
form = QFormLayout()
self.rspin = QSpinBox(minimum=2, value=self.rank)
self.rspin.valueChanged[int].connect(self.setR)
self.rspin.editingFinished.connect(self.edited)
self.espin = QDoubleSpinBox(
minimum=0.1, maximum=100.0, singleStep=0.1,
value=self.max_error)
self.espin.valueChanged[float].connect(self.setE)
self.espin.editingFinished.connect(self.edited)
form.addRow("Rank:", self.rspin)
form.addRow("Relative error:", self.espin)
self.layout().addLayout(form)
def setParameters(self, params):
self.setR(params.get("rank", 10))
self.setE(params.get("max_error", 1))
def parameters(self):
return {"rank": self.rank, "max_error": self.max_error}
def setR(self, rank):
if self.rank != rank:
self.rank = rank
self.rspin.setValue(rank)
self.changed.emit()
def setE(self, max_error):
if self.max_error != max_error:
self.max_error = max_error
self.espin.setValue(max_error)
self.changed.emit()
@staticmethod
def createinstance(params):
rank = params.get("rank", 10)
max_error = params.get("max_error", 1)
return ProjectCUR(rank=rank, max_error=max_error)
def __repr__(self):
return "Rank: {}, Relative error: {}".format(self.rspin.value(),
self.espin.value())
class CUR(BaseEditor):
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.rank = 10
self.max_error = 1
form = QFormLayout()
self.rspin = QSpinBox(minimum=2, maximum=1000000, value=self.rank)
self.rspin.valueChanged[int].connect(self.setR)
self.rspin.editingFinished.connect(self.edited)
self.espin = QDoubleSpinBox(minimum=0.1,
maximum=100.0,
singleStep=0.1,
value=self.max_error)
self.espin.valueChanged[float].connect(self.setE)
self.espin.editingFinished.connect(self.edited)
form.addRow("Rank:", self.rspin)
form.addRow("Relative error:", self.espin)
self.layout().addLayout(form)
def setParameters(self, params):
self.setR(params.get("rank", 10))
self.setE(params.get("max_error", 1))
def parameters(self):
return {"rank": self.rank, "max_error": self.max_error}
def setR(self, rank):
if self.rank != rank:
self.rank = rank
self.rspin.setValue(rank)
self.changed.emit()
def setE(self, max_error):
if self.max_error != max_error:
self.max_error = max_error
self.espin.setValue(max_error)
self.changed.emit()
@staticmethod
def createinstance(params):
rank = params.get("rank", 10)
max_error = params.get("max_error", 1)
return ProjectCUR(rank=rank, max_error=max_error)
def __repr__(self):
return "Rank: {}, Relative error: {}".format(self.rspin.value(),
self.espin.value())
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.fixedThresh = 50
self.percThresh = 5
self.useFixedThreshold = False
self.filter0 = True
self.setLayout(QVBoxLayout())
self.layout().addWidget(QLabel("Remove features with too many"))
options = ["missing values", "zeros"]
self.filter_buttons = QButtonGroup(exclusive=True)
self.filter_buttons.buttonClicked.connect(self.filterByClicked)
for idx, option, in enumerate(options):
btn = QRadioButton(self, text=option, checked=idx == 0)
self.filter_buttons.addButton(btn, id=idx)
self.layout().addWidget(btn)
self.layout().addSpacing(20)
filter_settings = QGroupBox(title='Threshold:', flat=True)
filter_settings.setLayout(QFormLayout())
self.settings_buttons = QButtonGroup(exclusive=True)
self.settings_buttons.buttonClicked.connect(self.filterSettingsClicked)
btn_perc = QRadioButton(self,
text='Percentage',
checked=not self.useFixedThreshold)
self.settings_buttons.addButton(btn_perc, id=0)
self.percSpin = QSpinBox(minimum=0,
maximum=100,
value=self.percThresh,
enabled=not self.useFixedThreshold)
self.percSpin.valueChanged[int].connect(self.setPercThresh)
self.percSpin.editingFinished.connect(self.edited)
btn_fix = QRadioButton(self,
text='Fixed',
checked=self.useFixedThreshold)
self.settings_buttons.addButton(btn_fix, id=1)
self.fixedSpin = QSpinBox(minimum=0,
maximum=1000000,
value=self.fixedThresh,
enabled=self.useFixedThreshold)
self.fixedSpin.valueChanged[int].connect(self.setFixedThresh)
self.fixedSpin.editingFinished.connect(self.edited)
filter_settings.layout().addRow(btn_fix, self.fixedSpin)
filter_settings.layout().addRow(btn_perc, self.percSpin)
self.layout().addWidget(filter_settings)
def init_form(self):
self._boundingbox = GaugeWidgetHorizontal() if self._horizontal else GaugeWidgetVertical()
self._boundingbox.changed_event = self.__update
if self._show_spinboxes:
self._form = hwidget = QWidget()
if self._horizontal:
hlayout = QHBoxLayout()
else:
hlayout = QVBoxLayout()
if _api.USED_API == _api.QT_API_PYQT5:
hlayout.setContentsMargins(0,0,0,0)
elif _api.USED_API == _api.QT_API_PYQT4:
hlayout.setMargin(0)
if self._label is not None:
self._controllabel = QLabel(self.form)
hlayout.addWidget(self._controllabel)
self._controllabel.setAccessibleName('ControlBoundingSlider-label')
self.label = self._label
else:
self._controllabel = None
hwidget.setLayout(hlayout)
self._min_spinbox = QSpinBox()
self._min_spinbox.valueChanged.connect(self.__min_spinbox_changed)
self._min_spinbox.setMaximumWidth(95)
self._max_spinbox = QSpinBox()
self._max_spinbox.valueChanged.connect(self.__max_spinbox_changed)
self._max_spinbox.setMaximumWidth(95)
if self._horizontal:
hlayout.addWidget(self._min_spinbox)
else:
hlayout.addWidget(self._max_spinbox)
hlayout.addWidget(self._boundingbox)
if self._horizontal:
hlayout.addWidget(self._max_spinbox)
else:
hlayout.addWidget(self._min_spinbox)
else:
self._form = self._boundingbox
super(ControlBoundingSlider, self).init_form()
def __init__(self, *args, **kwargs):
super().__init__(*args)
layout = QStackedLayout(self)
self.double_spin = QDoubleSpinBox()
self.double_spin.valueChanged.connect(self.double_value_changed)
self.double_spin.editingFinished.connect(self.double_editing_finished)
layout.addWidget(self.double_spin)
self.int_spin = QSpinBox()
self.int_spin.setMaximum(10**4)
self.int_spin.valueChanged.connect(self.int_value_changed)
self.int_spin.editingFinished.connect(self.int_editing_finished)
layout.addWidget(self.int_spin)
self.setValue(kwargs.get('value', 0.))
def _(value: int, values: Iterable[int], parent: QGroupBox, key: KeyType,
signal: Callable) -> QSpinBox:
spin = QSpinBox(minimum=values.start, maximum=values.stop,
singleStep=values.step, value=value)
parent.layout().addWidget(spin)
spin.valueChanged.connect(lambda val: signal.emit(key, val))
return spin
def main(argv=[]):
app = QApplication(argv)
w = ToolBox()
style = app.style()
icon = QIcon(style.standardIcon(QStyle.SP_FileIcon))
p1 = QLabel("A Label")
p2 = QListView()
p3 = QLabel("Another\nlabel")
p4 = QSpinBox()
i1 = w.addItem(p1, "Tab 1", icon)
i2 = w.addItem(p2, "Tab 2", icon, "The second tab")
i3 = w.addItem(p3, "Tab 3")
i4 = w.addItem(p4, "Tab 4")
p6 = QTextBrowser()
p6.setHtml(
"<h1>Hello Visitor</h1>"
"<p>Are you interested in some of our wares?</p>"
)
w.insertItem(2, p6, "Dear friend")
w.show()
return app.exec_()
def __init__(self):
super().__init__()
rb = self.radios = gui.radioButtons(self.controlArea,
self,
"graph_type",
box="Graph type",
callback=self.on_type_changed)
self.arg_spins = {}
for name, _, arguments, post, *_ in self.GRAPH_TYPES:
argbox = gui.hBox(rb)
gui.appendRadioButton(rb, name, argbox)
self.arg_spins[name] = box = []
min_max = self.mins_maxs.get(name, ((1, 100), ) * len(arguments))
for arg, (minv, maxv) in zip(arguments, min_max):
box.append(gui.widgetLabel(argbox, arg))
spin = QSpinBox(value=self.arguments[_ctrl_name(name, arg)],
minimum=minv,
maximum=maxv)
argbox.layout().addWidget(spin)
spin.valueChanged.connect(lambda value, name=name, arg=arg:
self.update_arg(value, name, arg))
box.append(spin)
if post:
box.append(gui.widgetLabel(gui.hBox(argbox), post))
self.bt_generate = gui.button(self.controlArea,
self,
"Regenerate Network",
callback=self.generate)
self.on_type_changed()
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.__scoreidx = 0
self.__strategy = UnivariateFeatureSelect.Fixed
self.__k = 10
self.__p = 75.0
box = QGroupBox(title="Score", flat=True)
box.setLayout(QVBoxLayout())
self.__cb = cb = QComboBox(self, )
self.__cb.currentIndexChanged.connect(self.setScoreIndex)
self.__cb.activated.connect(self.edited)
box.layout().addWidget(cb)
self.layout().addWidget(box)
box = QGroupBox(title="Strategy", flat=True)
self.__group = group = QButtonGroup(self, exclusive=True)
self.__spins = {}
form = QFormLayout()
fixedrb = QRadioButton("Fixed:", checked=True)
group.addButton(fixedrb, UnivariateFeatureSelect.Fixed)
kspin = QSpinBox(
minimum=1,
value=self.__k,
enabled=self.__strategy == UnivariateFeatureSelect.Fixed)
kspin.valueChanged[int].connect(self.setK)
kspin.editingFinished.connect(self.edited)
self.__spins[UnivariateFeatureSelect.Fixed] = kspin
form.addRow(fixedrb, kspin)
percrb = QRadioButton("Percentile:")
group.addButton(percrb, UnivariateFeatureSelect.Percentile)
pspin = QDoubleSpinBox(
minimum=0.0,
maximum=100.0,
singleStep=0.5,
value=self.__p,
suffix="%",
enabled=self.__strategy == UnivariateFeatureSelect.Percentile)
pspin.valueChanged[float].connect(self.setP)
pspin.editingFinished.connect(self.edited)
self.__spins[UnivariateFeatureSelect.Percentile] = pspin
# Percentile controls disabled for now.
pspin.setEnabled(False)
percrb.setEnabled(False)
form.addRow(percrb, pspin)
# form.addRow(QRadioButton("FDR"), QDoubleSpinBox())
# form.addRow(QRadioButton("FPR"), QDoubleSpinBox())
# form.addRow(QRadioButton("FWE"), QDoubleSpinBox())
self.__group.buttonClicked.connect(self.__on_buttonClicked)
box.setLayout(form)
self.layout().addWidget(box)
def _(values: Iterable[int], value: int, key: KeyType, signal: Callable) \
-> QSpinBox:
spin = QSpinBox(minimum=values.start,
maximum=values.stop,
singleStep=values.step,
value=value)
spin.valueChanged.connect(lambda val: signal.emit(key, val))
return spin
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.rank = 10
self.max_error = 1
form = QFormLayout()
self.rspin = QSpinBox(minimum=2, maximum=1000000, value=self.rank)
self.rspin.valueChanged[int].connect(self.setR)
self.rspin.editingFinished.connect(self.edited)
self.espin = QDoubleSpinBox(
minimum=0.1, maximum=100.0, singleStep=0.1,
value=self.max_error)
self.espin.valueChanged[float].connect(self.setE)
self.espin.editingFinished.connect(self.edited)
form.addRow("Rank:", self.rspin)
form.addRow("Relative error:", self.espin)
self.layout().addLayout(form)
def init_form(self):
self._boundingbox = GaugeWidgetHorizontal(
) if self._horizontal else GaugeWidgetVertical()
self._boundingbox.changed_event = self.__update
if self._show_spinboxes:
self._form = hwidget = QWidget()
if self._horizontal:
hlayout = QHBoxLayout()
else:
hlayout = QVBoxLayout()
if conf.PYFORMS_USE_QT5:
hlayout.setContentsMargins(0, 0, 0, 0)
else:
hlayout.setMargin(0)
hwidget.setLayout(hlayout)
self._min_spinbox = QSpinBox()
self._min_spinbox.valueChanged.connect(self.__min_spinbox_changed)
self._min_spinbox.setMaximumWidth(95)
self._max_spinbox = QSpinBox()
self._max_spinbox.valueChanged.connect(self.__max_spinbox_changed)
self._max_spinbox.setMaximumWidth(95)
if self._horizontal:
hlayout.addWidget(self._min_spinbox)
else:
hlayout.addWidget(self._max_spinbox)
hlayout.addWidget(self._boundingbox)
if self._horizontal:
hlayout.addWidget(self._max_spinbox)
else:
hlayout.addWidget(self._min_spinbox)
else:
self._form = self._boundingbox
super(ControlBoundingSlider, self).init_form()
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.n_components = 10
form = QFormLayout()
self.cspin = QSpinBox(minimum=1, value=self.n_components)
self.cspin.valueChanged[int].connect(self.setC)
self.cspin.editingFinished.connect(self.edited)
form.addRow("Components:", self.cspin)
self.layout().addLayout(form)
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self._n_genes = self.DEFAULT_N_GENS
self._n_groups = self.DEFAULT_N_GROUPS
form = QFormLayout()
self.n_genes_spin = QSpinBox(minimum=1,
maximum=10**6,
value=self._n_genes)
self.n_genes_spin.valueChanged[int].connect(self._set_n_genes)
self.n_genes_spin.editingFinished.connect(self.edited)
form.addRow("Number of genes:", self.n_genes_spin)
self.layout().addLayout(form)
disp_b = QRadioButton("Dispersion", checked=True)
vari_b = QRadioButton("Variance")
mean_b = QRadioButton("Mean")
self.group = QButtonGroup()
self.group.buttonClicked.connect(self._on_button_clicked)
for i, button in enumerate([disp_b, vari_b, mean_b]):
index = index_to_enum(SelectMostVariableGenes.Method, i).value
self.group.addButton(button, index - 1)
form.addRow(button)
self.stats_check = QCheckBox("Compute statistics for",
checked=self.DEFAULT_COMPUTE_STATS)
self.stats_check.clicked.connect(self.edited)
self.n_groups_spin = QSpinBox(minimum=1, value=self._n_groups)
self.n_groups_spin.valueChanged[int].connect(self._set_n_groups)
self.n_groups_spin.editingFinished.connect(self.edited)
box = QHBoxLayout()
box.addWidget(self.stats_check)
box.addWidget(self.n_groups_spin)
box.addWidget(QLabel("gene groups."))
box.addStretch()
self.layout().addLayout(box)
def __init__(self):
def space(a, b):
if not isinstance(a, str) or a[-1] in string.ascii_letters \
and not isinstance(b, str) or b[0] in string.ascii_letters:
return " "
else:
return ""
super().__init__()
rb = self.radios = gui.radioButtons(self.controlArea,
self,
"graph_type",
box=True,
callback=self.on_type_changed)
rb.layout().setSpacing(6)
self.arg_spins = {}
for (_1, name, _2, *arguments), defaults \
in zip(self.GRAPH_TYPES, self.arguments.values()):
argbox = gui.hBox(rb)
argbox.layout().setSpacing(0)
rbb = gui.appendRadioButton(rb, name, argbox)
rbb.setAttribute(Qt.WA_LayoutUsesWidgetRect)
argbox.setAttribute(Qt.WA_LayoutUsesWidgetRect)
self.arg_spins[name] = box = []
values = iter(defaults)
argno = 0
for prev, arg, post in \
zip([""] + arguments, arguments, arguments + [""]):
if isinstance(arg, str):
label = space(prev, arg) + arg + space(arg, post)
box.append(gui.widgetLabel(argbox, label))
else:
assert isinstance(arg, tuple)
_value, minv, maxv = arg
spin = QSpinBox(value=next(values),
minimum=minv,
maximum=maxv)
argbox.layout().addWidget(spin)
spin.valueChanged.connect(
lambda value, name=name, argidx=argno: self.update_arg(
value, name, argidx))
argno += 1
box.append(spin)
self.bt_generate = gui.button(self.controlArea,
self,
"Regenerate Network",
callback=self.generate)
self.on_type_changed()
class DropoutEditor(ScBaseEditor):
DEFAULT_N_GENES = 1000
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self._n_genes = self.DEFAULT_N_GENES
form = QFormLayout()
self.n_genes_spin = QSpinBox(minimum=1,
maximum=10**6,
value=self._n_genes)
self.n_genes_spin.valueChanged[int].connect(self._set_n_genes)
self.n_genes_spin.editingFinished.connect(self.edited)
form.addRow("Number of genes:", self.n_genes_spin)
self.layout().addLayout(form)
def _set_n_genes(self, n):
if self._n_genes != n:
self._n_genes = n
self.n_genes_spin.setValue(n)
self.changed.emit()
def setParameters(self, params):
self._set_n_genes(params.get("n_genes", self.DEFAULT_N_GENES))
def parameters(self):
return {"n_genes": self._n_genes}
@staticmethod
def createinstance(params):
n_genes = params.get("n_genes", DropoutEditor.DEFAULT_N_GENES)
return DropoutGeneSelection(n_genes)
def __repr__(self):
return "Number of Genes: {}".format(self._n_genes)
def __init__(self, *args, **kwargs):
super().__init__(*args)
layout = QStackedLayout(self)
self.double_spin = QDoubleSpinBox()
self.double_spin.valueChanged.connect(self.double_value_changed)
self.double_spin.editingFinished.connect(self.double_editing_finished)
layout.addWidget(self.double_spin)
self.int_spin = QSpinBox()
self.int_spin.setMaximum(10 ** 4)
self.int_spin.valueChanged.connect(self.int_value_changed)
self.int_spin.editingFinished.connect(self.int_editing_finished)
layout.addWidget(self.int_spin)
self.setValue(kwargs.get('value', 0.))
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.__strategy = RandomFeatureSelectEditor.Fixed
self.__k = 10
self.__p = 75.0
box = QGroupBox(title="Strategy", flat=True)
self.__group = group = QButtonGroup(self, exclusive=True)
self.__spins = {}
form = QFormLayout()
fixedrb = QRadioButton("Fixed", checked=True)
group.addButton(fixedrb, RandomFeatureSelectEditor.Fixed)
kspin = QSpinBox(
minimum=1,
value=self.__k,
enabled=self.__strategy == RandomFeatureSelectEditor.Fixed,
)
kspin.valueChanged[int].connect(self.setK)
kspin.editingFinished.connect(self.edited)
self.__spins[RandomFeatureSelectEditor.Fixed] = kspin
form.addRow(fixedrb, kspin)
percrb = QRadioButton("Percentage")
group.addButton(percrb, RandomFeatureSelectEditor.Percentage)
pspin = QDoubleSpinBox(
minimum=0.0,
maximum=100.0,
singleStep=0.5,
value=self.__p,
suffix="%",
enabled=self.__strategy == RandomFeatureSelectEditor.Percentage,
)
pspin.valueChanged[float].connect(self.setP)
pspin.editingFinished.connect(self.edited)
self.__spins[RandomFeatureSelectEditor.Percentage] = pspin
form.addRow(percrb, pspin)
self.__group.buttonClicked.connect(self.__on_buttonClicked)
box.setLayout(form)
self.layout().addWidget(box)
def test_prop(self):
w = QWidget()
layout = QVBoxLayout()
cb = QCheckBox("Check", w)
sp = QSpinBox(w)
le = QLineEdit(w)
textw = QTextEdit(w, readOnly=True)
textw.setProperty("checked_", False)
textw.setProperty("spin_", 0)
textw.setProperty("line_", "")
textexpr = PropertyBindingExpr(
r"""
("Check box is {0}\n"
"Spin has value {1}\n"
"Line contains {2}").format(
"checked" if checked else "unchecked",
spin,
line)
""",
dict(
checked=binding_for(cb, "checked"),
spin=binding_for(sp, "value"),
line=binding_for(le, "text"),
),
)
layout.addWidget(cb)
layout.addWidget(sp)
layout.addWidget(le)
layout.addWidget(textw)
manager = BindingManager(submitPolicy=BindingManager.AutoSubmit)
manager.bind(PropertyBinding(textw, "plainText", "textChanged"),
textexpr)
w.setLayout(layout)
w.show()
self.app.exec_()
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.setLayout(QVBoxLayout())
self.rank = 10
self.max_error = 1
form = QFormLayout()
self.rspin = QSpinBox(minimum=2, value=self.rank)
self.rspin.valueChanged[int].connect(self.setR)
self.rspin.editingFinished.connect(self.edited)
self.espin = QDoubleSpinBox(
minimum=0.1, maximum=100.0, singleStep=0.1,
value=self.max_error)
self.espin.valueChanged[float].connect(self.setE)
self.espin.editingFinished.connect(self.edited)
form.addRow("Rank:", self.rspin)
form.addRow("Relative error:", self.espin)
self.layout().addLayout(form)
def test_tool_box(self):
w = toolbox.ToolBox()
style = self.app.style()
icon = QIcon(style.standardPixmap(style.SP_FileIcon))
p1 = QLabel("A Label")
p2 = QListView()
p3 = QLabel("Another\nlabel")
p4 = QSpinBox()
i1 = w.addItem(p1, "T1", icon)
i2 = w.addItem(p2, "Tab " * 10, icon, "a tab")
i3 = w.addItem(p3, "t3")
i4 = w.addItem(p4, "t4")
self.assertSequenceEqual([i1, i2, i3, i4], range(4))
self.assertEqual(w.count(), 4)
for i, item in enumerate([p1, p2, p3, p4]):
self.assertIs(item, w.widget(i))
b = w.tabButton(i)
a = w.tabAction(i)
self.assertIsInstance(b, QAbstractButton)
self.assertIs(b.defaultAction(), a)
w.show()
w.removeItem(2)
self.assertEqual(w.count(), 3)
self.assertIs(w.widget(2), p4)
p3 = QLabel("Once More Unto the Breach")
w.insertItem(2, p3, "Dear friend")
self.assertEqual(w.count(), 4)
self.assertIs(w.widget(1), p2)
self.assertIs(w.widget(2), p3)
self.assertIs(w.widget(3), p4)
self.app.exec_()
class ControlBoundingSlider(ControlBase):
def __init__(self,
label="",
default=[20, 40],
min=0,
max=100,
horizontal=False,
helptext=None,
show_spinboxes=True):
self._horizontal = horizontal
self._show_spinboxes = show_spinboxes
ControlBase.__init__(self, label, default, helptext=helptext)
self.min = min
self.max = max
self.value = default
self.__update()
def init_form(self):
self._boundingbox = GaugeWidgetHorizontal(
) if self._horizontal else GaugeWidgetVertical()
self._boundingbox.changed_event = self.__update
if self._show_spinboxes:
self._form = hwidget = QWidget()
if self._horizontal:
hlayout = QHBoxLayout()
else:
hlayout = QVBoxLayout()
if conf.PYFORMS_USE_QT5:
hlayout.setContentsMargins(0, 0, 0, 0)
else:
hlayout.setMargin(0)
hwidget.setLayout(hlayout)
self._min_spinbox = QSpinBox()
self._min_spinbox.valueChanged.connect(self.__min_spinbox_changed)
self._min_spinbox.setMaximumWidth(95)
self._max_spinbox = QSpinBox()
self._max_spinbox.valueChanged.connect(self.__max_spinbox_changed)
self._max_spinbox.setMaximumWidth(95)
if self._horizontal:
hlayout.addWidget(self._min_spinbox)
else:
hlayout.addWidget(self._max_spinbox)
hlayout.addWidget(self._boundingbox)
if self._horizontal:
hlayout.addWidget(self._max_spinbox)
else:
hlayout.addWidget(self._min_spinbox)
else:
self._form = self._boundingbox
super(ControlBoundingSlider, self).init_form()
def __max_spinbox_changed(self, value):
if value < self._boundingbox._minVal: return
if hasattr(self, '_is_updating_spinboxes'): return
self.scale = self.__find_scale_factor(value)
self._boundingbox._maxVal = value
self._boundingbox.repaint()
self.changed_event()
def __min_spinbox_changed(self, value):
if value > self._boundingbox._maxVal: return
if hasattr(self, '_is_updating_spinboxes'): return
self.scale = self.__find_scale_factor(value)
self._boundingbox._minVal = value
self._boundingbox.repaint()
self.changed_event()
def __update(self):
l, h = self._boundingbox._minVal, self._boundingbox._maxVal
self._is_updating_spinboxes = True
self._min_spinbox.setValue(l)
self._max_spinbox.setValue(h)
del self._is_updating_spinboxes
self.changed_event()
def changed_event(self):
pass
def __find_scale_factor(self, value):
scale = 1.0
new_value = value
while abs(new_value) < 0.0:
scale *= 10.0
new_value = value * scale
return scale
##########################################################################
############ Properties ##################################################
##########################################################################
@property
def value(self):
return self._boundingbox._minVal, self._boundingbox._maxVal
@value.setter
def value(self, value):
ControlBase.value.fset(self, value)
self.scale = self.__find_scale_factor(value[0])
self._boundingbox._minVal, self._boundingbox._maxVal = value[0], value[
1]
if hasattr(self, '_min_spinbox'): self._min_spinbox.setValue(value[0])
if hasattr(self, '_max_spinbox'): self._max_spinbox.setValue(value[1])
self._boundingbox.repaint()
@property
def min(self):
return self._boundingbox._lower
@min.setter
def min(self, value):
self._boundingbox._lower = value
self._boundingbox.repaint()
if hasattr(self, '_min_spinbox'): self._min_spinbox.setMinimum(value)
if hasattr(self, '_max_spinbox'): self._max_spinbox.setMinimum(value)
@property
def max(self):
return self._boundingbox._higher
@max.setter
def max(self, value):
self._boundingbox._higher = value
self._boundingbox.repaint()
if hasattr(self, '_min_spinbox'): self._min_spinbox.setMaximum(value)
if hasattr(self, '_max_spinbox'): self._max_spinbox.setMaximum(value)
@property
def scale(self):
return self._boundingbox.scale
@scale.setter
def scale(self, value):
self._boundingbox.scale = value
@property
def convert_2_int(self):
return not self._boundingbox._use_float
@convert_2_int.setter
def convert_2_int(self, value):
self._boundingbox._use_float = not value
class AbsoluteRelativeSpinBox(QWidget):
editingFinished = pyqtSignal()
valueChanged = pyqtSignal()
def __init__(self, *args, **kwargs):
super().__init__(*args)
layout = QStackedLayout(self)
self.double_spin = QDoubleSpinBox()
self.double_spin.valueChanged.connect(self.double_value_changed)
self.double_spin.editingFinished.connect(self.double_editing_finished)
layout.addWidget(self.double_spin)
self.int_spin = QSpinBox()
self.int_spin.setMaximum(10 ** 4)
self.int_spin.valueChanged.connect(self.int_value_changed)
self.int_spin.editingFinished.connect(self.int_editing_finished)
layout.addWidget(self.int_spin)
self.setValue(kwargs.get('value', 0.))
def double_value_changed(self):
if self.double_spin.value() > 1:
self.layout().setCurrentIndex(1)
self.int_spin.setValue(self.double_spin.value())
self.valueChanged.emit()
def double_editing_finished(self):
if self.double_spin.value() <= 1.:
self.editingFinished.emit()
def int_value_changed(self):
if self.int_spin.value() == 0:
self.layout().setCurrentIndex(0)
self.double_spin.setValue(1. - self.double_spin.singleStep())
# There is no need to emit valueChanged signal.
def int_editing_finished(self):
if self.int_spin.value() > 0:
self.editingFinished.emit()
def value(self):
return self.int_spin.value() or self.double_spin.value()
def setValue(self, value):
if isinstance(value, int):
self.layout().setCurrentIndex(1)
self.int_spin.setValue(value)
else:
self.layout().setCurrentIndex(0)
self.double_spin.setValue(value)
def setSingleStep(self, step):
if isinstance(step, float):
self.double_spin.setSingleStep(step)
else:
self.int_spin.setSingleStep(step)
class RemoveSparseEditor(BaseEditor):
options = ["missing", "zeros"]
def __init__(self, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.fixedThresh = 50
self.percThresh = 5
self.useFixedThreshold = False
self.filter0 = True
self.setLayout(QVBoxLayout())
self.layout().addWidget(QLabel("Remove features with too many"))
options = ["missing values", "zeros"]
self.filter_buttons = QButtonGroup(exclusive=True)
self.filter_buttons.buttonClicked.connect(self.filterByClicked)
for idx, option, in enumerate(options):
btn = QRadioButton(self, text=option, checked=idx == 0)
self.filter_buttons.addButton(btn, id=idx)
self.layout().addWidget(btn)
self.layout().addSpacing(20)
filter_settings = QGroupBox(title='Threshold:', flat=True)
filter_settings.setLayout(QFormLayout())
self.settings_buttons = QButtonGroup(exclusive=True)
self.settings_buttons.buttonClicked.connect(self.filterSettingsClicked)
btn_perc = QRadioButton(self,
text='Percentage',
checked=not self.useFixedThreshold)
self.settings_buttons.addButton(btn_perc, id=0)
self.percSpin = QSpinBox(minimum=0,
maximum=100,
value=self.percThresh,
enabled=not self.useFixedThreshold)
self.percSpin.valueChanged[int].connect(self.setPercThresh)
self.percSpin.editingFinished.connect(self.edited)
btn_fix = QRadioButton(self,
text='Fixed',
checked=self.useFixedThreshold)
self.settings_buttons.addButton(btn_fix, id=1)
self.fixedSpin = QSpinBox(minimum=0,
maximum=1000000,
value=self.fixedThresh,
enabled=self.useFixedThreshold)
self.fixedSpin.valueChanged[int].connect(self.setFixedThresh)
self.fixedSpin.editingFinished.connect(self.edited)
filter_settings.layout().addRow(btn_fix, self.fixedSpin)
filter_settings.layout().addRow(btn_perc, self.percSpin)
self.layout().addWidget(filter_settings)
def filterSettingsClicked(self):
self.setUseFixedThreshold(self.settings_buttons.checkedId())
self.percSpin.setEnabled(not self.useFixedThreshold)
self.fixedSpin.setEnabled(self.useFixedThreshold)
self.edited.emit()
def filterByClicked(self):
self.setFilter0(self.filter_buttons.checkedId())
def setFilter0(self, id_):
if self.filter0 != id_:
self.filter0 = id_
self.edited.emit()
def setFixedThresh(self, thresh):
if self.fixedThresh != thresh:
self.fixedThresh = thresh
self.fixedSpin.setValue(thresh)
self.edited.emit()
def setPercThresh(self, thresh):
if self.percThresh != thresh:
self.percThresh = thresh
self.percSpin.setValue(thresh)
self.edited.emit()
def setUseFixedThreshold(self, val):
if self.useFixedThreshold != val:
self.useFixedThreshold = val
self.edited.emit()
def parameters(self):
return {
'fixedThresh': self.fixedThresh,
'percThresh': self.percThresh,
'useFixedThreshold': self.useFixedThreshold,
'filter0': self.filter0
}
def setParameters(self, params):
self.setPercThresh(params.get('percThresh', 5))
self.setFixedThresh(params.get('fixedThresh', 50))
self.setUseFixedThreshold(params.get('useFixedThreshold', False))
self.setFilter0(params.get('filter0', True))
@staticmethod
def createinstance(params):
params = dict(params)
filter0 = params.pop('filter0', True)
useFixedThreshold = params.pop('useFixedThreshold', True)
if useFixedThreshold:
threshold = params.pop('fixedThresh', 50)
else:
threshold = params.pop('percThresh', 5) / 100
return RemoveSparse(threshold, filter0)
def __init__(self):
super().__init__()
self._current_path = ""
icon_open_dir = self.style().standardIcon(QStyle.SP_DirOpenIcon)
# Top grid with file selection combo box
grid = QGridLayout()
lb = QLabel("File:")
lb.setSizePolicy(QSizePolicy.Fixed, QSizePolicy.Fixed)
self.recent_combo = cb = QComboBox(
sizeAdjustPolicy=QComboBox.AdjustToMinimumContentsLengthWithIcon,
minimumContentsLength=20,
toolTip="Select a recent file")
self.recent_model = cb.model() # type: QStandardItemModel
self.recent_combo.activated[int].connect(self._select_recent)
browse = QPushButton("...",
autoDefault=False,
icon=icon_open_dir,
clicked=self.browse)
# reload = QPushButton("Reload", autoDefault=False, icon=icon_reload)
grid.addWidget(lb, 0, 0, Qt.AlignVCenter)
grid.addWidget(cb, 0, 1)
grid.addWidget(browse, 0, 2)
# grid.addWidget(reload, 0, 3)
self.summary_label = label = QLabel("", self)
label.ensurePolished()
f = label.font()
if f.pointSizeF() != -1:
f.setPointSizeF(f.pointSizeF() * 5 / 6)
else:
f.setPixelSize(f.pixelSize() * 5 / 6)
label.setFont(f)
grid.addWidget(label, 1, 1, 1, 3)
self.controlArea.layout().addLayout(grid)
box = gui.widgetBox(self.controlArea,
"Headers and Row Labels",
spacing=-1)
hl = QHBoxLayout()
hl.setContentsMargins(0, 0, 0, 0)
self.header_rows_spin = spin = QSpinBox(box,
minimum=0,
maximum=3,
value=self._header_rows_count,
keyboardTracking=False)
spin.valueChanged.connect(self.set_header_rows_count)
hl.addWidget(QLabel("Data starts with", box))
hl.addWidget(self.header_rows_spin)
hl.addWidget(QLabel("header row(s)", box))
hl.addStretch(10)
box.layout().addLayout(hl)
hl = QHBoxLayout()
hl.setContentsMargins(0, 0, 0, 0)
self.header_cols_spin = spin = QSpinBox(box,
minimum=0,
maximum=3,
value=self._header_cols_count,
keyboardTracking=False)
spin.valueChanged.connect(self.set_header_cols_count)
hl.addWidget(QLabel("First", box))
hl.addWidget(self.header_cols_spin)
hl.addWidget(QLabel("column(s) are row labels", box))
hl.addStretch(10)
box.layout().addLayout(hl)
self.data_struct_box = box = gui.widgetBox(self.controlArea,
"Input Data Structure")
gui.radioButtons(box,
self,
"_cells_in_rows", [
"Genes in rows, samples in columns",
"Samples in rows, genes in columns"
],
callback=self._invalidate)
box = gui.widgetBox(self.controlArea, "Sample Data", spacing=-1)
grid = QGridLayout()
grid.setContentsMargins(0, 0, 0, 0)
box.layout().addLayout(grid)
self.sample_rows_cb = cb = QCheckBox(checked=self._sample_rows_enabled)
spin = QSpinBox(minimum=0,
maximum=100,
value=self._sample_rows_p,
enabled=self._sample_rows_enabled)
spin.valueChanged.connect(self.set_sample_rows_p)
suffix = QLabel("% of Samples", enabled=self._sample_rows_enabled)
cb.toggled.connect(self.set_sample_rows_enabled)
cb.toggled.connect(spin.setEnabled)
cb.toggled.connect(suffix.setEnabled)
grid.addWidget(cb, 0, 0)
grid.addWidget(spin, 0, 1)
grid.addWidget(suffix, 0, 2)
self.sample_cols_cb = cb = QCheckBox(checked=self._sample_cols_enabled)
spin = QSpinBox(minimum=0,
maximum=100,
value=self._sample_cols_p,
enabled=self._sample_cols_enabled)
spin.valueChanged.connect(self.set_sample_cols_p)
suffix = QLabel("% of genes", enabled=self._sample_cols_enabled)
cb.toggled.connect(self.set_sample_cols_enabled)
cb.toggled.connect(spin.setEnabled)
cb.toggled.connect(suffix.setEnabled)
grid.addWidget(cb, 1, 0)
grid.addWidget(spin, 1, 1)
grid.addWidget(suffix, 1, 2)
grid.setColumnStretch(3, 10)
self.annotation_files_box = box = gui.widgetBox(
self.controlArea, "Cell && Gene Annotation Files")
form = QFormLayout(
formAlignment=Qt.AlignLeft,
rowWrapPolicy=QFormLayout.WrapAllRows,
)
box.layout().addLayout(form)
self.row_annotations_cb = cb = QCheckBox(
"Cell annotations", checked=self._row_annotations_enabled)
self._row_annotations_w = w = QWidget(
enabled=self._row_annotations_enabled)
cb.toggled.connect(self.set_row_annotations_enabled)
cb.toggled.connect(w.setEnabled)
hl = QHBoxLayout()
hl.setContentsMargins(0, 0, 0, 0)
w.setLayout(hl)
self.row_annotations_combo = QComboBox(
sizeAdjustPolicy=QComboBox.AdjustToMinimumContentsLengthWithIcon,
minimumContentsLength=18)
self.row_annotations_combo.activated.connect(self._invalidate)
hl.addWidget(self.row_annotations_combo)
hl.addWidget(
QPushButton("...",
box,
autoDefault=False,
icon=icon_open_dir,
clicked=self.browse_row_annotations))
# hl.addWidget(QPushButton("Reload", box, autoDefault=False,
# icon=icon_reload))
form.addRow(cb, w)
self.col_annotations_cb = cb = QCheckBox(
"Gene annotations", checked=self._col_annotations_enabled)
self._col_annotations_w = w = QWidget(
enabled=self._col_annotations_enabled)
cb.toggled.connect(self.set_col_annotations_enabled)
cb.toggled.connect(w.setEnabled)
hl = QHBoxLayout()
hl.setContentsMargins(0, 0, 0, 0)
w.setLayout(hl)
self.col_annotations_combo = QComboBox(
sizeAdjustPolicy=QComboBox.AdjustToMinimumContentsLengthWithIcon,
minimumContentsLength=18)
self.col_annotations_combo.activated.connect(self._invalidate)
hl.addWidget(self.col_annotations_combo)
hl.addWidget(
QPushButton("...",
box,
autoDefault=False,
icon=icon_open_dir,
clicked=self.browse_col_annotations))
# hl.addWidget(QPushButton("Reload", box, autoDefault=False,
# icon=icon_reload))
form.addRow(cb, w)
self.controlArea.layout().addStretch(10)
self.load_data_button = button = VariableTextPushButton(
"Load data",
autoDefault=True,
textChoiceList=["Load data", "Reload"])
self.load_data_button.setAutoDefault(True)
button.clicked.connect(self.commit, Qt.QueuedConnection)
self.controlArea.layout().addWidget(button, alignment=Qt.AlignRight)
init_recent_paths_model(
self.recent_model,
[RecentPath.create(p, []) for p in self._recent],
)
init_recent_paths_model(
self.row_annotations_combo.model(),
[RecentPath.create(p, []) for p in self._recent_row_annotations])
init_recent_paths_model(
self.col_annotations_combo.model(),
[RecentPath.create(p, []) for p in self._recent_col_annotations])
self._update_summary()
self._update_warning()
if self._last_path != "" and os.path.exists(self._last_path):
self.set_current_path(self._last_path)
else:
self.recent_combo.setCurrentIndex(-1)
class AbsoluteRelativeSpinBox(QWidget):
editingFinished = pyqtSignal()
valueChanged = pyqtSignal()
def __init__(self, *args, **kwargs):
super().__init__(*args)
layout = QStackedLayout(self)
self.double_spin = QDoubleSpinBox()
self.double_spin.valueChanged.connect(self.double_value_changed)
self.double_spin.editingFinished.connect(self.double_editing_finished)
layout.addWidget(self.double_spin)
self.int_spin = QSpinBox()
self.int_spin.setMaximum(10**4)
self.int_spin.valueChanged.connect(self.int_value_changed)
self.int_spin.editingFinished.connect(self.int_editing_finished)
layout.addWidget(self.int_spin)
self.setValue(kwargs.get('value', 0.))
def double_value_changed(self):
if self.double_spin.value() > 1:
self.layout().setCurrentIndex(1)
self.int_spin.setValue(self.double_spin.value())
self.valueChanged.emit()
def double_editing_finished(self):
if self.double_spin.value() <= 1.:
self.editingFinished.emit()
def int_value_changed(self):
if self.int_spin.value() == 0:
self.layout().setCurrentIndex(0)
self.double_spin.setValue(1. - self.double_spin.singleStep())
# There is no need to emit valueChanged signal.
def int_editing_finished(self):
if self.int_spin.value() > 0:
self.editingFinished.emit()
def value(self):
return self.int_spin.value() or self.double_spin.value()
def setValue(self, value):
if isinstance(value, int):
self.layout().setCurrentIndex(1)
self.int_spin.setValue(value)
else:
self.layout().setCurrentIndex(0)
self.double_spin.setValue(value)
def setSingleStep(self, step):
if isinstance(step, float):
self.double_spin.setSingleStep(step)
else:
self.int_spin.setSingleStep(step)
def _(spin: QSpinBox, value: int):
spin.setValue(value)
class ControlBoundingSlider(ControlBase):
def __init__(self, *args, **kwargs):
self._horizontal = kwargs.get('horizontal', True)
self._show_spinboxes = kwargs.get('show_spinboxes', True)
ControlBase.__init__(self, *args, **kwargs)
self.min = kwargs.get('min', kwargs.get('minimum', 0))
self.max = kwargs.get('max', kwargs.get('maximum', 100))
self.value = kwargs.get('default', [10,20])
self.__update()
def init_form(self):
self._boundingbox = GaugeWidgetHorizontal() if self._horizontal else GaugeWidgetVertical()
self._boundingbox.changed_event = self.__update
if self._show_spinboxes:
self._form = hwidget = QWidget()
if self._horizontal:
hlayout = QHBoxLayout()
else:
hlayout = QVBoxLayout()
if _api.USED_API == _api.QT_API_PYQT5:
hlayout.setContentsMargins(0,0,0,0)
elif _api.USED_API == _api.QT_API_PYQT4:
hlayout.setMargin(0)
hwidget.setLayout(hlayout)
self._min_spinbox = QSpinBox()
self._min_spinbox.valueChanged.connect(self.__min_spinbox_changed)
self._min_spinbox.setMaximumWidth(95)
self._max_spinbox = QSpinBox()
self._max_spinbox.valueChanged.connect(self.__max_spinbox_changed)
self._max_spinbox.setMaximumWidth(95)
if self._horizontal:
hlayout.addWidget(self._min_spinbox)
else:
hlayout.addWidget(self._max_spinbox)
hlayout.addWidget(self._boundingbox)
if self._horizontal:
hlayout.addWidget(self._max_spinbox)
else:
hlayout.addWidget(self._min_spinbox)
else:
self._form = self._boundingbox
super(ControlBoundingSlider, self).init_form()
def __max_spinbox_changed(self, value):
if value < self._boundingbox._minVal: return
if hasattr(self, '_is_updating_spinboxes'): return
self.scale = self.__find_scale_factor(value)
self._boundingbox._maxVal = value
self._boundingbox.repaint()
self.changed_event()
def __min_spinbox_changed(self, value):
if value > self._boundingbox._maxVal: return
if hasattr(self, '_is_updating_spinboxes'): return
self.scale = self.__find_scale_factor(value)
self._boundingbox._minVal = value
self._boundingbox.repaint()
self.changed_event()
def __update(self):
l, h = self._boundingbox._minVal, self._boundingbox._maxVal
self._is_updating_spinboxes = True
self._min_spinbox.setValue(l)
self._max_spinbox.setValue(h)
del self._is_updating_spinboxes
self.changed_event()
def changed_event(self):
pass
def __find_scale_factor(self, value):
scale = 1.0
new_value = value
while abs(new_value) < 0.0:
scale *= 10.0
new_value = value * scale
return scale
def load_form(self, data, path=None):
"""
Load a value from the dict variable
@param data: dictionary with the value of the Control
"""
self.convert_2_int = data.get('convert-int', self.convert_2_int)
self.scale = data.get('scale', self.scale)
self.max = data.get('max', self.max)
self.min = data.get('min', self.min)
self.value = data.get('value', self.value)
def save_form(self, data, path=None):
"""
Save a value to dict variable
@param data: dictionary with to where the value of the Control will be added
"""
data['value'] = self.value
data['max'] = self.max
data['min'] = self.min
data['scale'] = self.scale
data['convert-int'] = self.convert_2_int
return data
##########################################################################
############ Properties ##################################################
##########################################################################
@property
def value(self):
return self._boundingbox._minVal, self._boundingbox._maxVal
@value.setter
def value(self, value):
self.scale = self.__find_scale_factor(value[0])
self._boundingbox._minVal, self._boundingbox._maxVal = value[0], value[1]
if hasattr(self, '_min_spinbox'): self._min_spinbox.setValue(value[0])
if hasattr(self, '_max_spinbox'): self._max_spinbox.setValue(value[1])
ControlBase.value.fset(self, value)
self._boundingbox.repaint()
@property
def min(self):
return self._boundingbox._lower
@min.setter
def min(self, value):
self._boundingbox._lower = value
self._boundingbox.repaint()
if hasattr(self, '_min_spinbox'): self._min_spinbox.setMinimum(value)
if hasattr(self, '_max_spinbox'): self._max_spinbox.setMinimum(value)
@property
def max(self):
return self._boundingbox._higher
@max.setter
def max(self, value):
self._boundingbox._higher = value
self._boundingbox.repaint()
if hasattr(self, '_min_spinbox'): self._min_spinbox.setMaximum(value)
if hasattr(self, '_max_spinbox'): self._max_spinbox.setMaximum(value)
@property
def scale(self):
return self._boundingbox.scale
@scale.setter
def scale(self, value):
self._boundingbox.scale = value
@property
def convert_2_int(self):
return not self._boundingbox._use_float
@convert_2_int.setter
def convert_2_int(self, value):
self._boundingbox._use_float = not value
def createEditor(self, parent, _QStyleOptionViewItem, _index):
# Don't edit window length if non-overlapping windows set
if self.parent().non_overlapping:
return None
spin = QSpinBox(parent, minimum=1, maximum=1000)
return spin
