public async Task <DetectEntitiesV2Response> DetectEntities(string text)
{
var request = new DetectEntitiesV2Request
{
Text = text
};
DetectEntitiesV2Response result = await comprehendMedicalClient.DetectEntitiesV2Async(request);
return(result);
}
private async Task <DetectEntitiesV2Response> LoadEntityFromFile()
{
DetectEntitiesV2Response result = null;
// var fileName = GetFilePath("Data/MedicationCategory_sample1.json");
var fileName = GetFilePath("Data/All_sample1.json");
using (StreamReader r = new StreamReader(fileName))
{
string json = await r.ReadToEndAsync();
result = JsonConvert.DeserializeObject <DetectEntitiesV2Response>(json);
}
return(result);
}
public async Task <MedicalEntityResponse> ExtractMedicalEntitiesAsync(string clinicalNotes)
{
MedicalEntityResponse response = new MedicalEntityResponse();
DetectEntitiesV2Response result = null;
try
{
if (_rootConfiguration.AWSAIServiceEnabled)
{
result = await ExtractMedicalEntitiesAWS(clinicalNotes);
}
else
{
result = await ExtractMedicalEntitiesMock(clinicalNotes);
}
//
if (result.HttpStatusCode != HttpStatusCode.OK)
{
response.IsError = true;
response.StatusCode = (int)result.HttpStatusCode;
return(response);
}
ParseEntities(result.Entities, response);
return(response);
}
catch (Exception)
{
throw;
}
// var result = await ExtractMedicalEntitiesAWS(clinicalNotes);
//var result = await ExtractMedicalEntitiesMock(clinicalNotes);
//if (result.StatusCode != 200)
//{
// return result;
//}
////parse the response and convert into custom entity model
//result.Medications = result.Medications ?? new List<MedicationEntity>();
//result.Medications = GetMeidcationEntities(result)
//return result;
}
/// <summary>
/// Unmarshaller the response from the service to the response class.
/// </summary>
/// <param name="context"></param>
/// <returns></returns>
public override AmazonWebServiceResponse Unmarshall(JsonUnmarshallerContext context)
{
DetectEntitiesV2Response response = new DetectEntitiesV2Response();
context.Read();
int targetDepth = context.CurrentDepth;
while (context.ReadAtDepth(targetDepth))
{
if (context.TestExpression("Entities", targetDepth))
{
var unmarshaller = new ListUnmarshaller <Entity, EntityUnmarshaller>(EntityUnmarshaller.Instance);
response.Entities = unmarshaller.Unmarshall(context);
continue;
}
if (context.TestExpression("ModelVersion", targetDepth))
{
var unmarshaller = StringUnmarshaller.Instance;
response.ModelVersion = unmarshaller.Unmarshall(context);
continue;
}
if (context.TestExpression("PaginationToken", targetDepth))
{
var unmarshaller = StringUnmarshaller.Instance;
response.PaginationToken = unmarshaller.Unmarshall(context);
continue;
}
if (context.TestExpression("UnmappedAttributes", targetDepth))
{
var unmarshaller = new ListUnmarshaller <UnmappedAttribute, UnmappedAttributeUnmarshaller>(UnmappedAttributeUnmarshaller.Instance);
response.UnmappedAttributes = unmarshaller.Unmarshall(context);
continue;
}
}
return(response);
}
