private async void OpenModelManager()
{
_applicationStatusManager.ChangeCurrentAppStatus(Enums.Status.Working, "");
var window = new ModelManagerWindow(LocalizationContext, ref _newConfig, _applicationStatusManager, _mainThemeManager);
_newConfig = await window.ShowResult();
}
private async void LoadModel()
{
_applicationStatusManager.ChangeCurrentAppStatus(Enums.Status.Working, "Working | loading model...");
//get the last version of ml model with specific config
try
{
_applicationStatusManager.ChangeCurrentAppStatus(Enums.Status.Working, "");
ModelManagerWindow window = new ModelManagerWindow(_window.LocalizationContext, ref _appConfig, _applicationStatusManager, _window.ThemeManager);
_appConfig = await window.ShowResult();
var config = _appConfig.MlModelConfig;
// init local model or download and init it from docker registry
var localVersions = await MLModel.GetInstalledVersions(config);
if (localVersions.Contains(config.ModelVersion))
{
Log.Information($"Find local version: {config.Image.Name}:{config.Image.Tag}.");
}
else
{
IsShowLoadModelButton = true;
throw new Exception($"There are no ml local models to init: {config.Image.Name}:{config.Image.Tag}");
}
Repository = config.Image.Name;
Version = $"{config.ModelVersion}";
Type = $"{config.Type}";
using (var model = new MLModel(config))
await model.Download();
Status = $"Ready";
IsError = false;
_window.AppConfig = _appConfig;
}
catch (Exception e)
{
Status = $"Not ready.";
IsError = true;
Error = $"Error: {e.Message}";
Log.Error(e, "Unable to load model.");
}
_applicationStatusManager.ChangeCurrentAppStatus(Enums.Status.Ready, "");
}
