aws ml predict

Predict

// Paris -> us-east-1

% time aws machinelearning predict --ml-model-id ml-noV4tkTZgnO --record '{"lastname":"Simon", "firstname":"Julien", "gender":"M", "state":"Texas","age":"44", "month":"4", "day":"106", "hour":"10", "minutes":"26", "items":"5" }'  --predict-endpoint https://realtime.machinelearning.us-east-1.amazonaws.com
{
    "Prediction": {
        "predictedValue": 752.190185546875,
        "details": {
            "PredictiveModelType": "REGRESSION",
            "Algorithm": "SGD"
        }
    }
}
aws machinelearning predict --ml-model-id ml-noV4tkTZgnO --record     
0,22s user 0,06s system 40% cpu 0,694 total

// us-east-1 -> us-east-1

[ec2-user@ip-172-30-1-166 aws-cli-develop]$ time aws machinelearning predict --ml-model-id ml-noV4tkTZgnO --record '{"lastname":"Simon", "firstname":"Julien", "gender":"M", "state":"Texas","age":"44", "month":"4", "day":"106", "hour":"10", "minutes":"26", "items":"5" }'  --predict-endpoint https://realtime.machinelearning.us-east-1.amazonaws.com
{
    "Prediction": {
        "predictedValue": 752.190185546875,
        "details": {
            "PredictiveModelType": "REGRESSION",
            "Algorithm": "SGD"
        }
    }
}

real	0m0.312s
user	0m0.240s
sys	0m0.036s