public bool IsToxic(string text)
{
ModelOutput result = ModelConsumer.Predict(new ModelInput
{
SentimentText = text
});
return(result.Prediction == "1");
}
public IActionResult Get([FromQuery] List <uint> idList, int maxPrediction = 1)
{
try
{
ModelConsumer modelConsumer = new ModelConsumer(ModelBuilder.GetFullPath(ModelTrainer.CommonConstant.MODEL_FILE_NAME));
var result = modelConsumer.Predict(idList, maxPrediction);
return(Ok(new ApiResult()
{
Code = ResultCode.Success,
Data = result,
Message = ResultCode.Success.DisplayName()
}));
}
catch (Exception e)
{
return(Error(new ApiResult()
{
Code = ResultCode.UnknownError,
Message = ResultCode.UnknownError.DisplayName() + e.Message
}));
}
}
public IActionResult Get(uint id)
{
try
{
ModelConsumer modelConsumer = new ModelConsumer(ModelBuilder.GetFullPath(ModelTrainer.CommonConstant.MODEL_FILE_NAME));
var top5 = modelConsumer.Predict(id);
return(Ok(new ApiResult()
{
Code = ResultCode.Success,
Message = ResultCode.Success.DisplayName(),
Data = top5
}));
}
catch (Exception e)
{
return(Error(new ApiResult()
{
Code = ResultCode.UnknownError,
Message = ResultCode.UnknownError.DisplayName() + e.Message
}));
}
}