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Rename MLFlow Sample to NCD #2069

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Feb 9, 2023
Merged

Rename MLFlow Sample to NCD #2069

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xanwal Feb 8, 2023
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xanwal Feb 8, 2023
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10 changes: 5 additions & 5 deletions ...deploy-managed-online-endpoint-mlflow.yml → ...ts-deploy-managed-online-endpoint-ncd.yml
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Expand Up @@ -3,18 +3,18 @@
# Any manual changes to this file may cause incorrect behavior.
# Any manual changes will be overwritten if the code is regenerated.

name: cli-scripts-deploy-managed-online-endpoint-mlflow
name: cli-scripts-deploy-managed-online-endpoint-ncd
on:
workflow_dispatch:
schedule:
- cron: "38 2/12 * * *"
- cron: "6 0/12 * * *"
pull_request:
branches:
- main
paths:
- cli/deploy-managed-online-endpoint-mlflow.sh
- cli/deploy-managed-online-endpoint-ncd.sh
- infra/**
- .github/workflows/cli-scripts-deploy-managed-online-endpoint-mlflow.yml
- .github/workflows/cli-scripts-deploy-managed-online-endpoint-ncd.yml
- cli/setup.sh
concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
Expand Down Expand Up @@ -45,5 +45,5 @@ jobs:
run: |
source "${{ github.workspace }}/infra/sdk_helpers.sh";
source "${{ github.workspace }}/infra/init_environment.sh";
set -e; bash -x deploy-managed-online-endpoint-mlflow.sh
set -e; bash -x deploy-managed-online-endpoint-ncd.sh
working-directory: cli
2 changes: 1 addition & 1 deletion cli/README.md
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Expand Up @@ -51,7 +51,7 @@ path|status|
[deploy-local-endpoint.sh](deploy-local-endpoint.sh)|[![deploy-local-endpoint](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-local-endpoint/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-local-endpoint.yml)
[deploy-managed-online-endpoint-access-resource-sai.sh](deploy-managed-online-endpoint-access-resource-sai.sh)|[![deploy-managed-online-endpoint-access-resource-sai](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-managed-online-endpoint-access-resource-sai/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-managed-online-endpoint-access-resource-sai.yml)
[deploy-managed-online-endpoint-access-resource-uai.sh](deploy-managed-online-endpoint-access-resource-uai.sh)|[![deploy-managed-online-endpoint-access-resource-uai](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-managed-online-endpoint-access-resource-uai/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-managed-online-endpoint-access-resource-uai.yml)
[deploy-managed-online-endpoint-mlflow.sh](deploy-managed-online-endpoint-mlflow.sh)|[![deploy-managed-online-endpoint-mlflow](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-managed-online-endpoint-mlflow/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-managed-online-endpoint-mlflow.yml)
[deploy-managed-online-endpoint-ncd.sh](deploy-managed-online-endpoint-ncd.sh)|[![deploy-managed-online-endpoint-ncd](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-managed-online-endpoint-ncd/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-managed-online-endpoint-ncd.yml)
[deploy-managed-online-endpoint.sh](deploy-managed-online-endpoint.sh)|[![deploy-managed-online-endpoint](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-managed-online-endpoint/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-managed-online-endpoint.yml)
[deploy-mlcompute-create_with-system-identity.sh](deploy-mlcompute-create_with-system-identity.sh)|[![deploy-mlcompute-create_with-system-identity](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-mlcompute-create_with-system-identity/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-mlcompute-create_with-system-identity.yml)
[deploy-mlcompute-update-to-system-identity.sh](deploy-mlcompute-update-to-system-identity.sh)|[![deploy-mlcompute-update-to-system-identity](https://github.com/Azure/azureml-examples/workflows/cli-scripts-deploy-mlcompute-update-to-system-identity/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/cli-scripts-deploy-mlcompute-update-to-system-identity.yml)
Expand Down
16 changes: 7 additions & 9 deletions cli/deploy-managed-online-endpoint-mlflow.sh → cli/deploy-managed-online-endpoint-ncd.sh
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@@ -1,18 +1,16 @@
set -e


# <set_endpoint_name>
export ENDPOINT_NAME="<YOUR_ENDPOINT_NAME>"
# </set_endpoint_name>

# endpoint name
export ENDPOINT_NAME=endpt-mlflow-`echo $RANDOM`
AML_MODEL_NAME=mir-sample-sklearn-mlflow-model
export ENDPOINT_NAME=endpt-ncd-`echo $RANDOM`
AML_MODEL_NAME=mir-sample-sklearn-ncd-model
echo $AML_MODEL_NAME


# <create_endpoint>
az ml online-endpoint create --name $ENDPOINT_NAME -f endpoints/online/mlflow/create-endpoint.yaml
az ml online-endpoint create --name $ENDPOINT_NAME -f endpoints/online/ncd/create-endpoint.yaml
# </create_endpoint>

# check if create was successful
Expand All @@ -30,7 +28,7 @@ fi
model_archive=$(az ml model archive -n $AML_MODEL_NAME --version 1 || true)

# <create_sklearn_deployment>
az ml online-deployment create --name sklearn-deployment --endpoint $ENDPOINT_NAME -f endpoints/online/mlflow/sklearn-deployment.yaml --all-traffic
az ml online-deployment create --name sklearn-deployment --endpoint $ENDPOINT_NAME -f endpoints/online/ncd/sklearn-deployment.yaml --all-traffic
# </create_sklearn_deployment>

deploy_status=`az ml online-deployment show --name sklearn-deployment --endpoint $ENDPOINT_NAME --query "provisioning_state" -o tsv`
Expand All @@ -44,11 +42,11 @@ else
fi

# <test_sklearn_deployment>
az ml online-endpoint invoke --name $ENDPOINT_NAME --request-file endpoints/online/mlflow/sample-request-sklearn.json
az ml online-endpoint invoke --name $ENDPOINT_NAME --request-file endpoints/online/ncd/sample-request-sklearn.json
# </test_sklearn_deployment>

# <create_lightgbm_deployment>
az ml online-deployment create --name lightgbm-deployment --endpoint $ENDPOINT_NAME -f endpoints/online/mlflow/lightgbm-deployment.yaml
az ml online-deployment create --name lightgbm-deployment --endpoint $ENDPOINT_NAME -f endpoints/online/ncd/lightgbm-deployment.yaml
# </create_lightgbm_deployment>

deploy_status=`az ml online-deployment show --name lightgbm-deployment --endpoint $ENDPOINT_NAME --query "provisioning_state" -o tsv`
Expand All @@ -62,7 +60,7 @@ else
fi

# <test_lightgbm_deployment>
az ml online-endpoint invoke --name $ENDPOINT_NAME --deployment lightgbm-deployment --request-file endpoints/online/mlflow/sample-request-lightgbm.json
az ml online-endpoint invoke --name $ENDPOINT_NAME --deployment lightgbm-deployment --request-file endpoints/online/ncd/sample-request-lightgbm.json
# </test_lightgbm_deployment>

# cleanup of model
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0 ...points/online/mlflow/create-endpoint.yaml → ...endpoints/online/ncd/create-endpoint.yaml
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0 ...ts/online/mlflow/lightgbm-deployment.yaml → ...oints/online/ncd/lightgbm-deployment.yaml
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0 ...online/mlflow/lightgbm-iris/model/MLmodel → ...ts/online/ncd/lightgbm-iris/model/MLmodel
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0 ...ine/mlflow/lightgbm-iris/model/conda.yaml → ...online/ncd/lightgbm-iris/model/conda.yaml
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0 ...line/mlflow/lightgbm-iris/model/model.lgb → .../online/ncd/lightgbm-iris/model/model.lgb
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0 ...flow/lightgbm-iris/model/requirements.txt → .../ncd/lightgbm-iris/model/requirements.txt
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0 ...nline/mlflow/sample-request-lightgbm.json → ...s/online/ncd/sample-request-lightgbm.json
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0 ...online/mlflow/sample-request-sklearn.json → ...ts/online/ncd/sample-request-sklearn.json
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0 ...lflow/sklearn-deployment-with-script.yaml → ...e/ncd/sklearn-deployment-with-script.yaml
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0 ...nts/online/mlflow/sklearn-deployment.yaml → ...points/online/ncd/sklearn-deployment.yaml
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0 ...ow/sklearn-diabetes/environment/conda.yml → ...cd/sklearn-diabetes/environment/conda.yml
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0 ...ine/mlflow/sklearn-diabetes/model/MLmodel → ...online/ncd/sklearn-diabetes/model/MLmodel
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0 .../mlflow/sklearn-diabetes/model/conda.yaml → ...ine/ncd/sklearn-diabetes/model/conda.yaml
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0 ...e/mlflow/sklearn-diabetes/model/model.pkl → ...line/ncd/sklearn-diabetes/model/model.pkl
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0 ...w/sklearn-diabetes/model/requirements.txt → ...d/sklearn-diabetes/model/requirements.txt
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0 ...line/mlflow/sklearn-diabetes/src/score.py → .../online/ncd/sklearn-diabetes/src/score.py
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