def create_take_profit_inputs(self, tab: QTabWidget, innerLayout: QLayout, isOptimizer: bool = False):
"""
Creates inputs for take profit settings in GUI.
:param tab: Tab to create inputs for - simulation, live, or backtest.
:param innerLayout: Inner layout to place input widgets on.
:param isOptimizer: Boolean for whether optimizer method called this function.
"""
if isOptimizer:
self.takeProfitDict['optimizerTypes'] = []
innerLayout.addRow(QLabel("Take Profit Types"))
for takeProfitType in self.takeProfitTypes:
checkbox = QCheckBox(f'Enable {takeProfitType} take profit?')
innerLayout.addRow(checkbox)
self.takeProfitDict['optimizerTypes'].append((takeProfitType, checkbox))
for optimizerType in self.takeProfitOptimizerTypes:
self.takeProfitDict[optimizerType, 'start'] = start = get_default_widget(QSpinBox, 1, 0)
self.takeProfitDict[optimizerType, 'end'] = end = get_default_widget(QSpinBox, 1, 0)
self.takeProfitDict[optimizerType, 'step'] = step = get_default_widget(QSpinBox, 1)
add_start_end_step_to_layout(innerLayout, optimizerType, start, end, step)
else:
self.takeProfitDict[tab, 'takeProfitType'] = takeProfitTypeComboBox = QComboBox()
self.takeProfitDict[tab, 'takeProfitPercentage'] = takeProfitPercentage = QDoubleSpinBox()
takeProfitTypeComboBox.addItems(self.takeProfitTypes)
takeProfitTypeComboBox.currentIndexChanged.connect(lambda: self.update_take_profit_settings(tab))
takeProfitPercentage.setValue(5)
takeProfitPercentage.valueChanged.connect(lambda: self.update_take_profit_settings(tab))
innerLayout.addRow(QLabel("Take Profit Type"), takeProfitTypeComboBox)
innerLayout.addRow(QLabel('Take Profit Percentage'), takeProfitPercentage)
def create_loss_inputs(self,
tab: QTabWidget,
innerLayout: QLayout,
isOptimizer: bool = False):
"""
Creates inputs for loss settings in GUI.
:param tab: Tab to create inputs for - simulation, live, or backtest.
:param innerLayout: Inner layout to place input widgets on.
:param isOptimizer: Boolean for whether optimizer method called this function.
"""
if isOptimizer:
self.lossDict['optimizerTypes'] = []
innerLayout.addRow(QLabel("Loss Types"))
for loss_type in self.lossTypes:
checkbox = QCheckBox(
f'Enable {loss_type.lower()} type of stop loss?')
innerLayout.addRow(checkbox)
self.lossDict['optimizerTypes'].append((loss_type, checkbox))
for optimizer_type in self.lossOptimizerTypes:
self.lossDict[optimizer_type,
'start'] = start = get_default_widget(
QSpinBox, 1, 0)
self.lossDict[optimizer_type,
'end'] = end = get_default_widget(
QSpinBox, 1, 0)
self.lossDict[optimizer_type,
'step'] = step = get_default_widget(QSpinBox, 1)
add_start_end_step_to_layout(innerLayout, optimizer_type,
start, end, step)
else:
self.lossDict[tab, "lossType"] = loss_type_combo_box = QComboBox()
self.lossDict[
tab, "lossPercentage"] = loss_percentage = QDoubleSpinBox()
self.lossDict[
tab,
"smartStopLossCounter"] = smart_stop_loss_counter = QSpinBox()
loss_type_combo_box.addItems(self.lossTypes)
loss_percentage.setValue(5)
innerLayout.addRow(QLabel("Loss Type"), loss_type_combo_box)
innerLayout.addRow(QLabel("Loss Percentage"), loss_percentage)
innerLayout.addRow(QLabel("Smart Stop Loss Counter"),
smart_stop_loss_counter)
if tab != self.backtestConfigurationTabWidget:
self.lossDict[tab, "safetyTimer"] = safetyTimer = QSpinBox()
safetyTimer.valueChanged.connect(
lambda: self.update_loss_settings(tab))
innerLayout.addRow(QLabel("Safety Timer"), safetyTimer)
loss_type_combo_box.currentIndexChanged.connect(
lambda: self.update_loss_settings(tab))
loss_percentage.valueChanged.connect(
lambda: self.update_loss_settings(tab))
smart_stop_loss_counter.valueChanged.connect(
lambda: self.update_loss_settings(tab))
def load_strategy_slots(config_obj):
"""
This will initialize all the necessary strategy slots and add them to the configuration GUI. All the strategies
are loaded from the self.strategies dictionary.
:param config_obj: Configuration QDialog object (from configuration.py)
:return: None
"""
for strategy in config_obj.strategies.values():
temp = strategy()
strategyName = temp.name
parameters = temp.get_param_types()
for tab in config_obj.categoryTabs:
config_obj.strategyDict[tab, strategyName] = tabWidget = QTabWidget()
descriptionLabel = QLabel(f'Strategy description: {temp.description}')
descriptionLabel.setWordWrap(True)
layout = QVBoxLayout()
layout.addWidget(descriptionLabel)
scroll = QScrollArea() # Added a scroll area so user can scroll when additional slots are added.
scroll.setWidgetResizable(True)
if config_obj.get_caller_based_on_tab(tab) == OPTIMIZER:
groupBox, groupBoxLayout = get_regular_groupbox_and_layout(f'Enable {strategyName} optimization?')
config_obj.strategyDict[tab, strategyName] = groupBox
for index, parameter in enumerate(parameters, start=1):
# TODO: Refactor this logic.
if type(parameter) != tuple or type(parameter) == tuple and parameter[1] in [int, float]:
if type(parameter) == tuple:
widget = QSpinBox if parameter[1] == int else QDoubleSpinBox
step_val = 1 if widget == QSpinBox else 0.1
else:
widget = QSpinBox if parameter == int else QDoubleSpinBox
step_val = 1 if widget == QSpinBox else 0.1
config_obj.strategyDict[strategyName, index, 'start'] = start = get_default_widget(widget, 1)
config_obj.strategyDict[strategyName, index, 'end'] = end = get_default_widget(widget, 1)
config_obj.strategyDict[strategyName, index, 'step'] = step = get_default_widget(widget,
step_val)
if type(parameter) == tuple:
message = parameter[0]
else:
message = f"{strategyName} {index}"
add_start_end_step_to_layout(groupBoxLayout, message, start, end, step)
elif type(parameter) == tuple and parameter[1] == tuple:
groupBoxLayout.addRow(QLabel(parameter[0]))
for option in parameter[2]:
config_obj.strategyDict[strategyName, option] = checkBox = QCheckBox(option)
groupBoxLayout.addRow(checkBox)
else:
raise ValueError("Invalid type of parameter type provided.")
else:
groupBox, groupBoxLayout = get_regular_groupbox_and_layout(f"Enable {strategyName}?")
config_obj.strategyDict[tab, strategyName, 'groupBox'] = groupBox
status = QLabel()
if temp.dynamic:
addButton, deleteButton = add_strategy_buttons(config_obj.strategyDict, parameters, strategyName,
groupBoxLayout, tab)
horizontalLayout = QHBoxLayout()
horizontalLayout.addWidget(addButton)
horizontalLayout.addWidget(deleteButton)
horizontalLayout.addWidget(status)
horizontalLayout.addStretch()
layout.addLayout(horizontalLayout)
values, labels = create_strategy_inputs(parameters, strategyName, groupBoxLayout)
config_obj.strategyDict[tab, strategyName, 'values'] = values
config_obj.strategyDict[tab, strategyName, 'labels'] = labels
config_obj.strategyDict[tab, strategyName, 'parameters'] = parameters
config_obj.strategyDict[tab, strategyName, 'layout'] = groupBoxLayout
config_obj.strategyDict[tab, strategyName, 'status'] = status
layout.addWidget(scroll)
scroll.setWidget(groupBox)
tabWidget.setLayout(layout)
tab.addTab(tabWidget, strategyName)
