public void fit_model(List <float> data)
{
var apiHostPorts = _coordinator.getApiHostPorts();
var currentModelVersion = _coordinator.getCurrentModelVersion();
var newModelVersion = _coordinator.incrementAndPublishNewModelVersion();
try
{
var httpResponseMessage = doPostCall(apiHostPorts, FIT_MODEL_ENDPOINT,
new ApiModelFitRequest(newModelVersion.Version, data));
if (!httpResponseMessage.IsSuccessStatusCode)
{
Console.WriteLine("failed to install new model");
// We can rollback by simply publishing the "currentModelVersion" which refers to the old model version
// Which will make the api models reload to and old model
// It is not needed since it is not a requirement
}
}
catch (Exception e)
{
Console.WriteLine(e);
throw;
}
}