Rename MLFlow Sample to NCD (Azure#2069)

* Init * Readme
vs-li · Feb 9, 2023 · d99da3b · d99da3b
1 parent 3104d45
commit d99da3b
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Showing 19 changed files with 13 additions and 15 deletions.
diff --git a/...deploy-managed-online-endpoint-mlflow.yml → ...ts-deploy-managed-online-endpoint-ncd.yml b/...deploy-managed-online-endpoint-mlflow.yml → ...ts-deploy-managed-online-endpoint-ncd.yml
@@ -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 }}
@@ -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
diff --git a/cli/README.md b/cli/README.md
@@ -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)

diff --git a/cli/deploy-managed-online-endpoint-mlflow.sh → cli/deploy-managed-online-endpoint-ncd.sh b/cli/deploy-managed-online-endpoint-mlflow.sh → cli/deploy-managed-online-endpoint-ncd.sh
@@ -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
@@ -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`
@@ -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`
@@ -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

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