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2cf2ef03fb4ce0c8d5962e5e2ca17f10c07908ca
service-catalog/charts/kubeflow/contrib/bentoml/test.sh
T
ChanghoWoo 5451f16d72 update kubeflow dip-catalog
2025-01-13 02:31:27 +00:00

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#!/bin/bash
set -xe
kubectl create ns kubeflow || echo "namespace kubeflow already exists"
kustomize build bentoml-yatai-stack/default | kubectl apply --server-side -f -
kubectl -n kubeflow wait --for=condition=available --timeout=600s deploy/yatai-image-builder
kubectl -n kubeflow wait --for=condition=available --timeout=600s deploy/yatai-deployment
sleep 5
kubectl apply -n kubeflow -f deployment_from_bento.yaml
sleep 5
kubectl -n kubeflow logs deploy/yatai-deployment
sleep 5
kubectl -n kubeflow wait --for=condition=available --timeout=600s deploy/fraud-detection
kubectl -n kubeflow wait --for=condition=available --timeout=600s deploy/fraud-detection-runner-0
kubectl -n kubeflow wait --for=condition=available --timeout=600s deploy/fraud-detection-runner-1
kubectl -n kubeflow wait --for=condition=available --timeout=600s deploy/fraud-detection-runner-2
kubectl -n kubeflow port-forward svc/fraud-detection 3333:3000 &
PID=$!
function trap_handler {
kill $PID
kubectl -n kubeflow logs -l yatai.ai/bento-deployment=fraud-detection --tail=100
kubectl -n kubeflow delete -f deployment_from_bento.yaml
kustomize build bentoml-yatai-stack/default | kubectl delete -f -
}
trap trap_handler EXIT
sleep 5
# FIXME: getting AttributeError: 'ColumnTransformer' object has no attribute '_name_to_fitted_passthrough'
# output=$(curl --fail -X 'POST' \
# 'http://localhost:3333/is_fraud' \
# -H 'accept: application/json' \
# -H 'Content-Type: application/json' \
# -d '[
# {
# "TransactionID": 2987000,
# "TransactionDT": 86400,
# "TransactionAmt": 68.5,
# "ProductCD": "W",
# "card1": 13926,
# "card2": null,
# "card3": 150,
# "card4": "discover",
# "card5": 142,
# "card6": "credit",
# "addr1": 315,
# "addr2": 87,
# "dist1": 19,
# "dist2": null,
# "P_emaildomain": null,
# "R_emaildomain": null,
# "C1": 1,
# "C2": 1,
# "C3": 0,
# "C4": 0,
# "C5": 0,
# "C6": 1,
# "C7": 0,
# "C8": 0,
# "C9": 1,
# "C10": 0,
# "C11": 2,
# "C12": 0,
# "C13": 1,
# "C14": 1,
# "D1": 14,
# "D2": null,
# "D3": 13,
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# "D10": 13,
# "D11": 13,
# "D12": null,
# "D13": null,
# "D14": null,
# "D15": 0,
# "M1": "T",
# "M2": "T",
# "M3": "T",
# "M4": "M2",
# "M5": "F",
# "M6": "T",
# "M7": null,
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# }
# ]')
# echo "output: '${output}'"
# if [[ $output != *'false'* ]]; then
# echo "Test failed"
# exit 1
# fi
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