Test failed

[eniola123]

Test Error

status: 500, error: InternalUncaught, message: UNKNOWN: Exception calling application: module 'func_main' has no attribute 'Predict'

This error occur during application Test.

Here is the code for func_main:

model = joblib.load("LightGBM/model/forecaster.pkl");

def predict(**kwargs):

try:

    input_data = {};

    for key, value in kwargs.items():
        input_data[key] = value.double_val;

    data_frame = pd.DataFrame.from_dict(input_data);
    prediction = model.predict(data_frame).tolist();

    prediction_tensor_shape = hs.TensorShapeProto(dim=[hs.TensorShapeProto.Dim(size=len(prediction))]);
    status_tensor_shape = hs.TensorShapeProto(dim=[hs.TensorShapeProto.Dim(size=1)]);

    status = [b"Ok"];

    return hs.PredictResponse(outputs = {"prediction": hs.TensorProto(dtype = hs.DT_DOUBLE, double_val = prediction, tensor_shape = prediction_tensor_shape), \
        "status": hs.TensorProto(dtype = hs.DT_STRING, string_val = status, tensor_shape = status_tensor_shape)});

except Exception as exception:
    
    status = [repr(exception).encode("utf-8")]
    prediction = [0.00];
    
    tensor_shape = hs.TensorShapeProto(dim=[hs.TensorShapeProto.Dim(size=1)]);

    return hs.PredictResponse(outputs = {"prediction": hs.TensorProto(dtype = hs.DT_DOUBLE, double_val = prediction, tensor_shape = tensor_shape), \
        "status": hs.TensorProto(dtype = hs.DT_STRING, string_val = status, tensor_shape = tensor_shape)});

[eniola123]

https://drive.google.com/file/d/1uqMlfU57tp6JSJidk1qqQZEmUDVJbtXu/view?usp=sharing

[stale]

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