internal PosteriorViewModel(IAppState appState, IAppService appService, IAppSettings appSettings, ModuleState moduleState)
{
_appState = appState;
_moduleState = moduleState;
_reactiveSafeInvoke = appService.GetReactiveSafeInvoke();
PlotModel = new PlotModel()
{
LegendPlacement = LegendPlacement.Inside,
LegendPosition = LegendPosition.RightTop,
LegendOrientation = LegendOrientation.Vertical
};
_horizontalAxis = new LinearAxis
{
Position = AxisPosition.Bottom
};
PlotModel.Axes.Add(_horizontalAxis);
_leftVerticalAxis = new LinearAxis
{
Title = "Frequency",
Position = AxisPosition.Left,
Key = nameof(_leftVerticalAxis)
};
PlotModel.Axes.Add(_leftVerticalAxis);
_rightVerticalAxis = new LinearAxis
{
Title = "Probability",
Position = AxisPosition.Right,
Key = nameof(_rightVerticalAxis)
};
PlotModel.Axes.Add(_rightVerticalAxis);
PlotModel.ApplyThemeToPlotModelAndAxes();
using (_reactiveSafeInvoke.SuspendedReactivity)
{
_subscriptions = new CompositeDisposable(
appSettings
.GetWhenPropertyChanged()
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <string?>(
ObserveAppSettingsPropertyChange
)
),
moduleState
.ObservableForProperty(ms => ms.EstimationDesign)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <object>(
ObserveModuleStateEstimationDesign
)
),
moduleState
.WhenAnyValue(
ms => ms.ChainStates,
ms => ms.PosteriorState
)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <(Arr <ChainState>, PosteriorState?)>(
ObserveModuleStateEstimationDataChange
)
),
this
.ObservableForProperty(vm => vm.SelectedParameterName)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <object>(
ObserveSelectedParameterName
)
)
);
if (CanConfigureControls)
{
PopulateControls();
}
if (CanViewPosterior)
{
PopulatePosterior();
}
}
}
internal DesignViewModel(
IAppState appState,
IAppService appService,
IAppSettings appSettings,
ModuleState moduleState,
EstimationDesigns estimationDesigns
)
{
_appState = appState;
_appService = appService;
_appSettings = appSettings;
_moduleState = moduleState;
_estimationDesigns = estimationDesigns;
_reactiveSafeInvoke = appService.GetReactiveSafeInvoke();
using (_reactiveSafeInvoke.SuspendedReactivity)
{
if (_moduleState.EstimationDesign == default)
{
Populate();
}
else
{
Populate(_moduleState.EstimationDesign);
}
UpdateDesignEnable();
}
CreateDesign = ReactiveCommand.Create(
HandleCreateDesign,
this.WhenAny(
vm => vm.CanCreateDesign,
vm => vm.Iterations,
vm => vm.BurnIn,
(_, __, ___) =>
CanCreateDesign &&
BurnIn >= 0 &&
BurnIn < Iterations
)
);
UnloadDesign = ReactiveCommand.Create(
HandleUnloadDesign,
this.WhenAny(vm => vm.CanUnloadDesign, _ => CanUnloadDesign)
);
using (_reactiveSafeInvoke.SuspendedReactivity)
{
_subscriptions = new CompositeDisposable(
moduleState
.WhenAnyValue(
ms => ms.PriorStates,
ms => ms.OutputStates,
ms => ms.SelectedObservations
)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <(Arr <ParameterState>, Arr <OutputState>, Arr <SimObservations>)>(
ObserveEstimationStateChange
)
),
moduleState
.ObservableForProperty(vm => vm.EstimationDesign)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <object>(
ObserveModuleStateEstimationDesign
)
),
_appSettings
.ObservableForProperty(@as => @as.RThrottlingUseCores)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <object>(
ObserveAppSettingsRThrottlingUseCores
)
),
this
.WhenAnyValue(vm => vm.Iterations, vm => vm.BurnIn, vm => vm.ChainsIndex)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <(int?, int?, int)>(
ObserveInputs
)
)
);
}
}
internal FitViewModel(IAppState appState, IAppService appService, IAppSettings appSettings, ModuleState moduleState)
{
_appState = appState;
_moduleState = moduleState;
_reactiveSafeInvoke = appService.GetReactiveSafeInvoke();
PlotModel = new PlotModel()
{
LegendPlacement = LegendPlacement.Inside,
LegendPosition = LegendPosition.RightTop,
LegendOrientation = LegendOrientation.Vertical
};
var simulation = _appState.Target.AssertSome();
var output = simulation.SimConfig.SimOutput;
var independentVariable = output.IndependentVariable;
_horizontalAxis = new LinearAxis
{
Title = independentVariable.Name,
Unit = independentVariable.Unit,
Position = AxisPosition.Bottom
};
PlotModel.Axes.Add(_horizontalAxis);
_verticalAxis = new LinearAxis {
Position = AxisPosition.Left
};
PlotModel.Axes.Add(_verticalAxis);
PlotModel.ApplyThemeToPlotModelAndAxes();
using (_reactiveSafeInvoke.SuspendedReactivity)
{
_subscriptions = new CompositeDisposable(
appSettings
.GetWhenPropertyChanged()
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <string?>(
ObserveAppSettingsPropertyChange
)
),
moduleState
.ObservableForProperty(ms => ms.EstimationDesign)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <object>(
ObserveModuleStateEstimationDesign
)
),
moduleState
.WhenAnyValue(
ms => ms.ChainStates,
ms => ms.PosteriorState
)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <(Arr <ChainState>, PosteriorState?)>(
ObserveModuleStateEstimationDataChange
)
),
this
.ObservableForProperty(vm => vm.SelectedOutputName)
.Subscribe(
_reactiveSafeInvoke.SuspendAndInvoke <object>(
ObserveSelectedOutputName
)
)
);
if (CanConfigureControls)
{
PopulateControls();
}
if (CanViewFit)
{
PopulateChart();
}
}
}