private Action GetAction()
{
return(() =>
{
try
{
#if (!DEBUG_DONOTINVOKEREALAPI)
var iaClient = ImageAnnotatorClient.Create();
APIResponse = iaClient.Annotate(GetAnnotateImageRequest());
#endif
#if DEBUG_DONOTINVOKEREALAPI
CVClientCommon.SimulateAPIInvocation();
#endif
}
catch (Exception ex)
{
ExceptionRasied = ex;
}
finally
{
Processed = DateTime.Now;
}
});
}
private Action GetAction()
{
return(() =>
{
try
{
#if (!DEBUG_DONOTINVOKEREALAPI)
string endpoint = Environment.GetEnvironmentVariable("OPEN_SOURCE_CV_ENDPOINT");
var camelCaseJsonSerializerSetting = new JsonSerializerSettings()
{
ContractResolver = new Newtonsoft.Json.Serialization.CamelCasePropertyNamesContractResolver()
};
var client = new HttpClient()
{
Timeout = HTTPConnectionTimeout
};
var stringContent = new StringContent(JsonConvert.SerializeObject(GetOpenSourceRequest(), camelCaseJsonSerializerSetting), Encoding.UTF8, "application/json");
var postTask = client.PostAsync(endpoint, stringContent);
System.Diagnostics.Debug.WriteLine($"Posting to API for {this.ImageLocation}");
postTask.Wait(HTTPReadTimeout);
var httpResponse = postTask.Result;
var readStringTask = httpResponse.Content.ReadAsStringAsync();
System.Diagnostics.Debug.WriteLine($"Reading API response for {this.ImageLocation}");
readStringTask.Wait(HTTPReadTimeout);
try
{
APIResponse = JsonConvert.DeserializeObject <OpenSourceModelResult>(readStringTask.Result, camelCaseJsonSerializerSetting);
}
catch
{
throw new Exception($"Invalid response from API: {readStringTask.Result}");
}
foreach (var modelResult in APIResponse.Results)
{
modelResult.Labels = modelResult.Labels.Where(l => l.Score >= FlatteningMinScore).OrderByDescending(l => l.Score).ToArray();
}
#endif
#if DEBUG_DONOTINVOKEREALAPI
CVClientCommon.SimulateAPIInvocation();
#endif
}
catch (Exception ex)
{
ExceptionRasied = ex;
}
finally
{
Processed = DateTime.Now;
}
});
}
private static Dictionary <string, string> readModelOptions(string resourceId)
{
var modelDict = new Dictionary <string, string>();
var cvModels = JsonConvert.DeserializeObject <List <CVModel> >(CVClientCommon.GetEmbeddedResourceText(resourceId));
foreach (var cvModel in cvModels)
{
modelDict.Add(cvModel.Title, cvModel.ModelId);
}
return(modelDict);
}
private Action GetAction()
{
return(() =>
{
try
{
#if (!DEBUG_DONOTINVOKEREALAPI)
var client = new ComputerVisionClient(new ApiKeyServiceClientCredentials(Environment.GetEnvironmentVariable("MICROSOFT_AZURE_CV_KEY")))
{
Endpoint = Environment.GetEnvironmentVariable("MICROSOFT_AZURE_CV_ENDPOINT")
};
Task <ImageAnalysis> imageAnalysisTask = null;
if (ImageLocationType == CVClientCommon.LocationType.Local)
{
Stream imageStream = new MemoryStream(File.ReadAllBytes(ImageLocation));
imageAnalysisTask = client.AnalyzeImageInStreamAsync(imageStream, visualFeatures: DetectionFeatureTypes.ToList());
}
else if (ImageLocationType == CVClientCommon.LocationType.Uri)
{
imageAnalysisTask = client.AnalyzeImageAsync(ImageLocation, visualFeatures: DetectionFeatureTypes.ToList());
}
imageAnalysisTask.Wait();
APIResponse = imageAnalysisTask.Result;
#endif
#if DEBUG_DONOTINVOKEREALAPI
CVClientCommon.SimulateAPIInvocation();
#endif
}
catch (Exception ex)
{
ExceptionRasied = ex;
}
finally
{
Processed = DateTime.Now;
}
});
}
private Action GetAction()
{
return(() =>
{
try
{
#if (!DEBUG_DONOTINVOKEREALAPI)
var client = new V2.V2Client(ClarifaiChannel.Grpc());
var metadata = new Metadata {
{ "Authorization", $"Key {Environment.GetEnvironmentVariable("CLARIFAI_API_KEY")}" }
};
PostModelOutputsRequest postModelOutputRequest = null;
if (ImageLocationType == CVClientCommon.LocationType.Uri)
{
postModelOutputRequest = new PostModelOutputsRequest()
{
ModelId = "aaa03c23b3724a16a56b629203edc62c",
Inputs = { new List <Input>()
{
new Input()
{
Data = new Data()
{
Image = new Image()
{
Url = ImageLocation
}
}
}
} }
};
}
else if (ImageLocationType == CVClientCommon.LocationType.Local)
{
using (Stream imageStream = File.OpenRead(ImageLocation))
{
postModelOutputRequest = new PostModelOutputsRequest()
{
ModelId = "aaa03c23b3724a16a56b629203edc62c",
Inputs = { new List <Input>()
{
new Input()
{
Data = new Data()
{
Image = new Image()
{
Base64 = Google.Protobuf.ByteString.FromStream(imageStream)
}
}
}
} }
};
}
}
APIResponse = client.PostModelOutputs(postModelOutputRequest, metadata);
#endif
#if DEBUG_DONOTINVOKEREALAPI
CVClientCommon.SimulateAPIInvocation();
#endif
}
catch (Exception ex)
{
ExceptionRasied = ex;
}
finally
{
Processed = DateTime.Now;
}
});
}
