/// <summary>
/// Unmarshaller the response from the service to the response class.
/// </summary>
/// <param name="context"></param>
/// <returns></returns>
public override AmazonWebServiceResponse Unmarshall(JsonUnmarshallerContext context)
{
GetPredictionResponse response = new GetPredictionResponse();
context.Read();
int targetDepth = context.CurrentDepth;
while (context.ReadAtDepth(targetDepth))
{
if (context.TestExpression("modelScores", targetDepth))
{
var unmarshaller = new ListUnmarshaller <ModelScores, ModelScoresUnmarshaller>(ModelScoresUnmarshaller.Instance);
response.ModelScores = unmarshaller.Unmarshall(context);
continue;
}
if (context.TestExpression("outcomes", targetDepth))
{
var unmarshaller = new ListUnmarshaller <string, StringUnmarshaller>(StringUnmarshaller.Instance);
response.Outcomes = unmarshaller.Unmarshall(context);
continue;
}
if (context.TestExpression("ruleResults", targetDepth))
{
var unmarshaller = new ListUnmarshaller <RuleResult, RuleResultUnmarshaller>(RuleResultUnmarshaller.Instance);
response.RuleResults = unmarshaller.Unmarshall(context);
continue;
}
}
return(response);
}
public async Task <PeopleCountModel> GetPeopleCount(string videoPath)
{
try
{
List <string> _products = new List <string>()
{
"Apple", "Samsung", "Nokia", "Redmi"
};
byte[] video = File.ReadAllBytes(Path.GetFullPath(_configuration["Settings:VideoRepoPath"]));
string inputVideo = Convert.ToBase64String(video, 0, video.Length);
var reqInput = new InputRequest()
{
video_base64 = inputVideo
};
var httpClient = _clientFactory.CreateClient();
httpClient.BaseAddress = new Uri(_configuration["Settings:SentientMicroserviceBaseAddress"]);
httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
httpClient.DefaultRequestHeaders.Add("x-api-key", _configuration["Settings:SentientAPIKey"]);
HttpRequestMessage request = new HttpRequestMessage(HttpMethod.Post, _configuration["Settings:SentientPeopleCountAPIEndPoint"]);
request.Content = new ObjectContent(typeof(InputRequest), reqInput, new JsonMediaTypeFormatter());
var response = await httpClient.SendAsync(request).ConfigureAwait(false);
if (response.IsSuccessStatusCode)
{
var result = await response.Content.ReadAsStringAsync();
GetPredictionResponse _res = JsonConvert.DeserializeObject <GetPredictionResponse>(result);
PeopleCountModel _result = new PeopleCountModel()
{
PeopleCount = _res.Peoples.Count, ProductName = _products[new Random().Next(3)]
};
await fireStoreDb.Collection("SuggestionHistory").Document("peoplewatchcount").SetAsync(_result, SetOptions.Overwrite);
//for (int i = 1; i <= _result.NoOfPeople; i++)
//{
// string peopleID = i.ToString("D3");
// List<string> peopleObject = _res.Peoples[i - 1][$"person id: {peopleID}"].ToObject<List<string>>();
// string duration = peopleObject.Where(x => x.StartsWith("duration appeared")).FirstOrDefault();
// if (!string.IsNullOrEmpty(duration))
// {
// string seconds = duration.Split(':')[1];
// _result.Appearing.Add(new PeopleModel() { PeopleID = peopleID, DurationAppeared = seconds });
// }
//}
return(_result);
}
return(null);
}
catch (Exception ex)
{
throw ex;
}
}
