public async Task <ActionResult <ModelTable> > PostModel([FromBody] ModelTable model, string option = "save")
{
option = option.Replace("\"", "");
if (!_modelOptions.Contains(option))
{
return(BadRequest("Invalid option: valid values are: \"save\", \"saveandrun\", \"saveandtrain\""));
}
//Check if Tenant and User Id exists
if (await _context.Users.FindAsync(model.UserId) == null)
{
return(NotFound());
}
//Create new Model object
ModelTable newModel = new ModelTable
{
ModelName = model.ModelName,
Configuration = model.Configuration,
ModelId = new Guid(),
File = null,
Created = DateTime.Now,
LastUpdated = DateTime.Now,
UserId = model.UserId
};
_context.Models.Add(newModel);
await _context.SaveChangesAsync();
//Run the model if the option is selected
if (option.Equals("saveandrun"))
{
try
{
Task.Factory.StartNew((() =>
{
backgroundTaskQueue.QueueModelRunWorkItem(model.ModelId);
}));
}
catch (Exception e)
{
Console.WriteLine(e);
}
}
//Train the model if the option is selected
if (option.Equals("saveandtrain"))
{
try
{
Task.Factory.StartNew((() =>
{
backgroundTaskQueue.QueueModelUpdateWorkItem(model.ModelId);
}));
}
catch (Exception e)
{
Console.WriteLine(e);
}
}
return(CreatedAtAction("GetModel", new { id = newModel.ModelId }, newModel));
}