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kubernetes_out.txt
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kubernetes_out.txt
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[2022-09-02 04:53:51,554] INFO in app: JSON payload:
{'CHAS': {'0': 0}, 'RM': {'0': 6.575}, 'TAX': {'0': 296.0}, 'PTRATIO': {'0': 15.3}, 'B': {'0': 396.9}, 'LSTAT': {'0': 4.98}}
[2022-09-02 04:53:51,564] INFO in app: Inference payload DataFrame:
CHAS RM TAX PTRATIO B LSTAT
0 0 6.575 296.0 15.3 396.9 4.98
[2022-09-02 04:53:51,572] INFO in app: Scaling Payload:
CHAS RM TAX PTRATIO B LSTAT
0 0 6.575 296.0 15.3 396.9 4.98
[2022-09-02 04:53:51,574] INFO in app: scaled_payload:
[[0. 0. 0. 0. 0. 0.]]
[2022-09-02 04:53:51,575] INFO in app: prediction:
[20.35373177134412]
127.0.0.1 - - [02/Sep/2022 04:53:51] "POST /predict HTTP/1.1" 200 -
[2022-09-02 04:54:36,743] INFO in app: JSON payload:
{'CHAS': {'0': 0}, 'RM': {'0': 6.575}, 'TAX': {'0': 296.0}, 'PTRATIO': {'0': 15.3}, 'B': {'0': 396.9}, 'LSTAT': {'0': 4.98}}
[2022-09-02 04:54:36,753] INFO in app: Inference payload DataFrame:
CHAS RM TAX PTRATIO B LSTAT
0 0 6.575 296.0 15.3 396.9 4.98
[2022-09-02 04:54:36,761] INFO in app: Scaling Payload:
CHAS RM TAX PTRATIO B LSTAT
0 0 6.575 296.0 15.3 396.9 4.98
[2022-09-02 04:54:36,764] INFO in app: scaled_payload:
[[0. 0. 0. 0. 0. 0.]]
[2022-09-02 04:54:36,764] INFO in app: prediction:
[20.35373177134412]
127.0.0.1 - - [02/Sep/2022 04:54:36] "POST /predict HTTP/1.1" 200 -
NAME READY STATUS RESTARTS AGE
ml 1/1 Running 0 62s
kubectl port-forward ml 8000:80
=========Output of ./make_prediction.sh
Port: 8000
{
"prediction": [
20.35373177134412
]
}