public NeuroModel()
{
_pythonExecName = "python3";
#if DEBUG
_pythonExecName = "/home/gosha20777/anaconda3/bin/python";
#endif
var appPath = System.IO.Path.GetDirectoryName(System.Reflection.Assembly.GetExecutingAssembly().Location);
var modelName = "resnet50_liza_alert_v1_interface.h5";
var modelPatch = $"{appPath}/python/snapshots/{modelName}";
_fileNameParameter = $"{appPath}/python/inference.py --model {modelPatch}";
_client = new RestApiClient("http://127.0.0.1:5000/");
}
public async Task <List <string> > GetTags(string imageName = "gosha20777/test")
{
var baseUrl = "https://registry.hub.docker.com";
try
{
var client = new RestApiClient(baseUrl);
var result = new List <string>();
var response = new DockerTagResponse {
Next = baseUrl + $"/v2/repositories/{imageName}/tags/"
};
while (!string.IsNullOrEmpty(response.Next) && response.Next.Contains(baseUrl))
{
var jsonResp = await client.GetAsync(response.Next.Remove(0, baseUrl.Length));
response = JsonConvert.DeserializeObject <DockerTagResponse>(jsonResp);
result.AddRange(response.Images.Select(image => image.Tag).ToList());
}
var resTags = new List <string>();
foreach (var r in result)
{
var prefix = "";
if (IS_GPU)
{
prefix = $"gpu-{API_VER}.";
if (r.Contains(prefix))
{
resTags.Add(r.Replace(prefix, ""));
}
}
else
{
prefix = $"{API_VER}.";
if (!r.Contains("gpu") && r.Contains(prefix))
{
resTags.Add(r.Replace(prefix, ""));
}
}
}
return(resTags);
}
catch (Exception e)
{
throw new Exception($"Unable to retrieve tag(s): {e.Message}");
}
}
public NeuroModel()
{
_client = new RestApiClient("http://127.0.0.1:5000/");
_docker = new Docker();
}