Multi-Platform Package Manager for Stable Diffusion
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using System;
using System.ComponentModel;
using System.Linq;
using System.Reflection;
using System.Text.Json;
using System.Text.Json.Nodes;
using System.Text.Json.Serialization;
using System.Windows.Input;
using CommunityToolkit.Mvvm.Input;
using NLog;
using StabilityMatrix.Avalonia.Models;
using StabilityMatrix.Avalonia.ViewModels.Inference;
using StabilityMatrix.Avalonia.ViewModels.Inference.Modules;
namespace StabilityMatrix.Avalonia.ViewModels.Base;
[JsonDerivedType(typeof(StackExpanderViewModel), StackExpanderViewModel.ModuleKey)]
[JsonDerivedType(typeof(SamplerCardViewModel), SamplerCardViewModel.ModuleKey)]
[JsonDerivedType(typeof(FreeUCardViewModel), FreeUCardViewModel.ModuleKey)]
[JsonDerivedType(typeof(UpscalerCardViewModel), UpscalerCardViewModel.ModuleKey)]
[JsonDerivedType(typeof(ControlNetCardViewModel), ControlNetCardViewModel.ModuleKey)]
[JsonDerivedType(typeof(PromptExpansionCardViewModel), PromptExpansionCardViewModel.ModuleKey)]
[JsonDerivedType(typeof(FreeUModule))]
[JsonDerivedType(typeof(HiresFixModule))]
[JsonDerivedType(typeof(UpscalerModule))]
[JsonDerivedType(typeof(ControlNetModule))]
[JsonDerivedType(typeof(SaveImageModule))]
[JsonDerivedType(typeof(PromptExpansionModule))]
public abstract class LoadableViewModelBase : ViewModelBase, IJsonLoadableState
{
private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
private static readonly Type[] SerializerIgnoredTypes = { typeof(ICommand), typeof(IRelayCommand) };
private static readonly string[] SerializerIgnoredNames = { nameof(HasErrors) };
private static readonly JsonSerializerOptions SerializerOptions =
new() { IgnoreReadOnlyProperties = true };
private static bool ShouldIgnoreProperty(PropertyInfo property)
{
// Skip if read-only and not IJsonLoadableState
if (property.SetMethod is null && !typeof(IJsonLoadableState).IsAssignableFrom(property.PropertyType))
{
Logger.ConditionalTrace("Skipping {Property} - read-only", property.Name);
return true;
}
// Check not JsonIgnore
if (property.GetCustomAttributes(typeof(JsonIgnoreAttribute), true).Length > 0)
{
Logger.ConditionalTrace("Skipping {Property} - has [JsonIgnore]", property.Name);
return true;
}
// Check not excluded type
if (SerializerIgnoredTypes.Contains(property.PropertyType))
{
Logger.ConditionalTrace(
"Skipping {Property} - serializer ignored type {Type}",
property.Name,
property.PropertyType
);
return true;
}
// Check not ignored name
if (SerializerIgnoredNames.Contains(property.Name, StringComparer.Ordinal))
{
Logger.ConditionalTrace("Skipping {Property} - serializer ignored name", property.Name);
return true;
}
return false;
}
/// <summary>
/// True if we should include property without checking exclusions
/// </summary>
private static bool ShouldIncludeProperty(PropertyInfo property)
{
// Has JsonIncludeAttribute
if (property.GetCustomAttributes(typeof(JsonIncludeAttribute), true).Length > 0)
{
Logger.ConditionalTrace("Including {Property} - has [JsonInclude]", property.Name);
return true;
}
return false;
}
/// <summary>
/// Load the state of this view model from a JSON object.
/// The default implementation is a mirror of <see cref="SaveStateToJsonObject"/>.
/// For the following properties on this class, we will try to set from the JSON object:
/// <list type="bullet">
/// <item>Public</item>
/// <item>Not read-only</item>
/// <item>Not marked with [JsonIgnore]</item>
/// <item>Not a type within the SerializerIgnoredTypes</item>
/// <item>Not a name within the SerializerIgnoredNames</item>
/// </list>
/// </summary>
public virtual void LoadStateFromJsonObject(JsonObject state)
{
// Get all of our properties using reflection
var properties = GetType().GetProperties();
Logger.ConditionalTrace("Serializing {Type} with {Count} properties", GetType(), properties.Length);
foreach (var property in properties)
{
var name = property.Name;
// If JsonPropertyName provided, use that as the key
if (
property.GetCustomAttributes(typeof(JsonPropertyNameAttribute), true).FirstOrDefault()
is JsonPropertyNameAttribute jsonPropertyName
)
{
Logger.ConditionalTrace(
"Deserializing {Property} ({Type}) with JsonPropertyName {JsonPropertyName}",
property.Name,
property.PropertyType,
jsonPropertyName.Name
);
name = jsonPropertyName.Name;
}
// Check if property is in the JSON object
if (!state.TryGetPropertyValue(name, out var value))
{
Logger.ConditionalTrace("Skipping {Property} - not in JSON object", property.Name);
continue;
}
// Check if we should ignore this property
if (!ShouldIncludeProperty(property) && ShouldIgnoreProperty(property))
{
continue;
}
// For types that also implement IJsonLoadableState, defer to their load implementation
if (typeof(IJsonLoadableState).IsAssignableFrom(property.PropertyType))
{
Logger.ConditionalTrace(
"Loading {Property} ({Type}) with IJsonLoadableState",
property.Name,
property.PropertyType
);
// Value must be non-null
if (value is null)
{
throw new InvalidOperationException(
$"Property {property.Name} is IJsonLoadableState but value to be loaded is null"
);
}
// Check if the current object at this property is null
if (property.GetValue(this) is not IJsonLoadableState propertyValue)
{
// If null, it must have a default constructor
if (property.PropertyType.GetConstructor(Type.EmptyTypes) is not { } constructorInfo)
{
throw new InvalidOperationException(
$"Property {property.Name} is IJsonLoadableState but current object is null and has no default constructor"
);
}
// Create a new instance and set it
propertyValue = (IJsonLoadableState)constructorInfo.Invoke(null);
property.SetValue(this, propertyValue);
}
// Load the state from the JSON object
propertyValue.LoadStateFromJsonObject(value.AsObject());
}
else
{
Logger.ConditionalTrace("Loading {Property} ({Type})", property.Name, property.PropertyType);
var propertyValue = value.Deserialize(property.PropertyType, SerializerOptions);
property.SetValue(this, propertyValue);
}
}
}
/// <summary>
/// Saves the state of this view model to a JSON object.
/// The default implementation uses reflection to
/// save all properties that are:
/// <list type="bullet">
/// <item>Public</item>
/// <item>Not read-only</item>
/// <item>Not marked with [JsonIgnore]</item>
/// <item>Not a type within the SerializerIgnoredTypes</item>
/// <item>Not a name within the SerializerIgnoredNames</item>
/// </list>
/// </summary>
public virtual JsonObject SaveStateToJsonObject()
{
// Get all of our properties using reflection.
var properties = GetType().GetProperties();
Logger.ConditionalTrace("Serializing {Type} with {Count} properties", GetType(), properties.Length);
// Create a JSON object to store the state.
var state = new JsonObject();
// Serialize each property marked with JsonIncludeAttribute.
foreach (var property in properties)
{
if (!ShouldIncludeProperty(property) && ShouldIgnoreProperty(property))
{
continue;
}
var name = property.Name;
// If JsonPropertyName provided, use that as the key.
if (
property.GetCustomAttributes(typeof(JsonPropertyNameAttribute), true).FirstOrDefault()
is JsonPropertyNameAttribute jsonPropertyName
)
{
Logger.ConditionalTrace(
"Serializing {Property} ({Type}) with JsonPropertyName {JsonPropertyName}",
property.Name,
property.PropertyType,
jsonPropertyName.Name
);
name = jsonPropertyName.Name;
}
// For types that also implement IJsonLoadableState, defer to their implementation.
if (typeof(IJsonLoadableState).IsAssignableFrom(property.PropertyType))
{
Logger.ConditionalTrace(
"Serializing {Property} ({Type}) with IJsonLoadableState",
property.Name,
property.PropertyType
);
var value = property.GetValue(this);
if (value is not null)
{
var model = (IJsonLoadableState)value;
var modelState = model.SaveStateToJsonObject();
state.Add(name, modelState);
}
}
else
{
Logger.ConditionalTrace(
"Serializing {Property} ({Type})",
property.Name,
property.PropertyType
);
var value = property.GetValue(this);
if (value is not null)
{
state.Add(name, JsonSerializer.SerializeToNode(value, SerializerOptions));
}
}
}
return state;
}
public virtual void LoadStateFromJsonObject(JsonObject state, int version)
{
LoadStateFromJsonObject(state);
}
/// <summary>
/// Serialize a model to a JSON object.
/// </summary>
protected static JsonObject SerializeModel<T>(T model)
{
var node = JsonSerializer.SerializeToNode(model);
return node?.AsObject()
?? throw new NullReferenceException("Failed to serialize state to JSON object.");
}
/// <summary>
/// Deserialize a model from a JSON object.
/// </summary>
protected static T DeserializeModel<T>(JsonObject state)
{
return state.Deserialize<T>()
?? throw new NullReferenceException("Failed to deserialize state from JSON object.");
}
}