PMMLPredictRT
select MLDB.PMMLPredictRT(
'{"id": 1, "sepal_length": 6, "sepal_width": "2.2", "petal_length": 5, "petal_width": "1.5", "petal_width2": 1.5}',
'iris_db_rf_model',
'overwritecachedmodel',
pmml_models.model
) as jr where pmml_models.model_id = 'iris_db_rf_model';
*** Query completed. One row found. One column returned.
*** Total elapsed time was 1 second.
json report
---------------------------------------------------------------------------------
{"probability(2)":0.9,"probability(1)":0.0,"probability(3)":0.1}
+---------+---------+---------+---------+---------+---------+---------+---------+
ONNXPredictRT
SELECT MLDB.ONNXPredictRT(
'{"float_input_0": 5.1, "float_input_1": 3.5, "float_input_2": 1.4, "float_input_3": 1.4}',
'ONNX_Predict_ModelRT_1',
'',
onnx_models.model,
''
) as jr
WHERE onnx_models.model_id = 'iris_db_dt_model';
*** Query completed. One row found. One column returned.
*** Total elapsed time was 1 second.
json report
-----------------------------------------------------------------------------------------------------
{"output_probability":[{"info":{"size":3,"keyType":"STRING","valueType":"FLOAT"},"value":{"1":1.0,"2":0.0,"3":0.0},"type":"ONNX_TYPE_MAP"}],"output_label":["1"]}
+---------+---------+---------+---------+---------+---------+---------+---------+---------+---------+