From d273075d45eb1193f19184b012190e1b7749b7d2 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 16:41:45 -0400 Subject: [PATCH 01/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 068ea84f..c7e43fd9 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -66,7 +66,7 @@ The easiest way to create all required resources (Resource Group, ML Workspace, ![create service connection](./images/create-rm-service-connection.png) -Give the connection name **``AzureResourceConnection``** as it is referred by the pipeline definition. +Give the connection name **``AzureResourceConnection``** as it is referred by the pipeline definition. Leave the field **``Resource Group``** empty. In your DevOps project create a build pipeline from your forked **GitHub** repository: From e193dda6f07a85c7e65848d93d216af85aae3a97 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:36:17 -0400 Subject: [PATCH 02/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index c7e43fd9..5cf72c09 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -106,7 +106,7 @@ Great, you now have the build pipeline setup, you can either manually trigger it ### 7. Train the Model -The next step is to invoke the training pipeline created in the previous step. It can be done with a **Release Pipeline**: +The next step is to invoke the training pipeline created in the previous step. It can be done with a **Release Pipeline**. Click on the Pipelines/Releases menu, and then **New pipeline**: ![invoke training pipeline](./images/invoke-training-pipeline.png) From 66893bdfa0ef846db0d6c421f0b1a52ba58420ab Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:38:02 -0400 Subject: [PATCH 03/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 5cf72c09..75432a0f 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -106,7 +106,7 @@ Great, you now have the build pipeline setup, you can either manually trigger it ### 7. Train the Model -The next step is to invoke the training pipeline created in the previous step. It can be done with a **Release Pipeline**. Click on the Pipelines/Releases menu, and then **New pipeline**: +The next step is to invoke the training pipeline created in the previous step. It can be done with a **Release Pipeline**. Click on the Pipelines/Releases menu, and then **New pipeline**, and then click on "Empty Job" on the "Select a template" window that pops to the right: ![invoke training pipeline](./images/invoke-training-pipeline.png) From 15d14c52297af66d63f191fd00ae7fda91676530 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:41:26 -0400 Subject: [PATCH 04/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 75432a0f..e3ace9f2 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -114,7 +114,7 @@ An artifact of this pipeline will be the result of the build pipeline **ci-buid* ![artifact invoke pipeline](./images/artifact-invoke-pipeline.png) -Configure a pipeline to see values from the previously defined variable group **devopsforai-aml-vg**: +Configure a pipeline to see values from the previously defined variable group **devopsforai-aml-vg**. Click on the "Variable groups", and to the right, click on "Link variable group". From there, pick the **devopsforai-aml-vg** variable group we created in an earlier step: ![retrain pipeline vg](./images/retrain-pipeline-vg.png) From da5c9eadf3aad121a9027313f9bac8cd0b91bdb7 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:42:25 -0400 Subject: [PATCH 05/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index e3ace9f2..e1d60403 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -114,7 +114,7 @@ An artifact of this pipeline will be the result of the build pipeline **ci-buid* ![artifact invoke pipeline](./images/artifact-invoke-pipeline.png) -Configure a pipeline to see values from the previously defined variable group **devopsforai-aml-vg**. Click on the "Variable groups", and to the right, click on "Link variable group". From there, pick the **devopsforai-aml-vg** variable group we created in an earlier step: +Configure a pipeline to see values from the previously defined variable group **devopsforai-aml-vg**. Click on the "Variable groups", and to the right, click on "Link variable group". From there, pick the **devopsforai-aml-vg** variable group we created in an earlier step, choose "Release" as a variable group scope, and click on "Link": ![retrain pipeline vg](./images/retrain-pipeline-vg.png) From ac1bba91ed57b42c1b4c54e7ffec3641adcecd3a Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:44:18 -0400 Subject: [PATCH 06/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index e1d60403..31eeb75f 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -118,7 +118,7 @@ Configure a pipeline to see values from the previously defined variable group ** ![retrain pipeline vg](./images/retrain-pipeline-vg.png) -Add an empty stage with name **Invoke Training Pipeline** and make sure that the **Agent Specification** is **ubuntu-16.04**: +Rename the default "Stage 1" to **Invoke Training Pipeline** and make sure that the **Agent Specification** is **ubuntu-16.04** under the Agent Job: ![agent specification](./images/agent-specification.png) From e0048882b9af16ae36a8729e651eee508e4bfac5 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:45:58 -0400 Subject: [PATCH 07/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 31eeb75f..1c23a8f8 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -122,7 +122,7 @@ Rename the default "Stage 1" to **Invoke Training Pipeline** and make sure that ![agent specification](./images/agent-specification.png) -Add a command line step **Run Training Pipeline** with the following script: +Add a **Command Line Script** step, rename it to **Run Training Pipeline** with the following script: ```bash docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_service/pipelines:/pipelines \ From 700c5f2ef0563926f2ed6220bafa1fc353fad0ab Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:53:29 -0400 Subject: [PATCH 08/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 1c23a8f8..0fba2659 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -131,7 +131,7 @@ docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_se mcr.microsoft.com/mlops/python:latest python run_train_pipeline.py ``` -This release pipeline should be automatically triggered (continuous deployment) whenever a new **ML training pipeline** is published by the **AzDo builder pipeline**. It can also be triggered manually or configured to run on a scheduled basis. Create a new release to trigger the pipeline manually: +This release pipeline should be automatically triggered (continuous deployment) whenever a new **ML training pipeline** is published by the **AzDo builder pipeline**. It can also be triggered manually or configured to run on a scheduled basis. Create a new release to trigger the pipeline manually by clicking on the **Create release** button on the top right of your screen, when selecting this new build pipeline: ![create release](./images/create-release.png) From a2506f517bb38fb0b86edb663b85952dee291570 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Wed, 4 Sep 2019 17:54:28 -0400 Subject: [PATCH 09/21] Update getting_started.md --- docs/getting_started.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 0fba2659..9eff879e 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -131,11 +131,11 @@ docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_se mcr.microsoft.com/mlops/python:latest python run_train_pipeline.py ``` -This release pipeline should be automatically triggered (continuous deployment) whenever a new **ML training pipeline** is published by the **AzDo builder pipeline**. It can also be triggered manually or configured to run on a scheduled basis. Create a new release to trigger the pipeline manually by clicking on the **Create release** button on the top right of your screen, when selecting this new build pipeline: +This release pipeline should be automatically triggered (continuous deployment) whenever a new **ML training pipeline** is published by the **AzDo builder pipeline**. It can also be triggered manually or configured to run on a scheduled basis. Create a new release to trigger the pipeline manually by clicking on the "Create release" button on the top right of your screen, when selecting this new build pipeline: ![create release](./images/create-release.png) -Once the release pipeline is completed, check out in the **ML Workspace** that the training pipeline is running: +Leave the fields empty and click on "create". Once the release pipeline is completed, check out in the **ML Workspace** that the training pipeline is running: ![running training pipeline](./images/running-training-pipeline.png) From 33672a77b5546ca54fe4d9b49930b0f45fe9049e Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Fri, 6 Sep 2019 16:58:04 -0400 Subject: [PATCH 10/21] Update getting_started.md --- docs/getting_started.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 9eff879e..017e7d17 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -147,7 +147,7 @@ Good! Now we have a trained model. ### 8. Deploy the Model -The final step is to deploy the model across environments with a release pipeline. There will be a **``QA``** environment running on [Azure Container Instances](https://azure.microsoft.com/en-us/services/container-instances/) and a **``Prod``** environment running on [Azure Kubernetes Service](https://azure.microsoft.com/en-us/services/kubernetes-service). +The final step is to deploy the model across environments with a release pipeline. There will be a **``QA``** environment running on [Azure Container Instances](https://azure.microsoft.com/en-us/services/container-instances/) and a **``Prod``** environment running on [Azure Kubernetes Service](https://azure.microsoft.com/en-us/services/kubernetes-service). This is the final picture of what your release pipeline will look like: ![deploy model](./images/deploy-model.png) @@ -156,13 +156,13 @@ This pipeline leverages the **Azure Machine Learning** extension that should be The pipeline consumes two artifacts: the result of the **Build Pipeline** as it contains configuration files and the **model** trained and registered by the ML training pipeline. -Configuration of a code **_ci-build** artifact is similar to what we did in the previous chapter. +Add the **_ci-build** artifact using the same process as what we did in the previous chapter. -In order to configure a model artifact there should be a service connection to **mlops-AML-WS** workspace: +In order to configure a model artifact there should be a service connection to **mlops-AML-WS** workspace. To get there, go to the project settings (by clicking on the cog wheel to the bottom left of the screen), and then click on **Service connections** under the **Pipelines** section: ![workspace connection](./images/workspace-connection.png) -Add an artifact to the pipeline and select **AzureML Model Artifact** source type. Select the **Service Endpoint** and **Model Names** from the drop down lists: +Add an artifact to the pipeline and select **AzureML Model Artifact** source type. Select the **Service Endpoint** and **Model Names** from the drop down lists. **Service Endpoint** refers to the **Service connection** created in the previous step: ![model artifact](./images/model-artifact.png) From 57d6bbdf66b6b6e47ce1b801b872520f90642e9b Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Fri, 6 Sep 2019 20:16:03 -0400 Subject: [PATCH 11/21] Update getting_started.md --- docs/getting_started.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 017e7d17..c7c3db0d 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -166,7 +166,7 @@ Add an artifact to the pipeline and select **AzureML Model Artifact** source typ ![model artifact](./images/model-artifact.png) -Create a stage **QA (ACI)** and add a single task to the job **Azure ML Model Deploy**: +Go to the new **Releases Pipelines** section, and click new to create a new release pipeline. A first stage is automatically created and choose **start with an Empty job**. Name the stage **QA (ACI)** and add a single task to the job **Azure ML Model Deploy**. Make sure that the Agent Specification is ubuntu-16.04 under the Agent Job: ![deploy aci](./images/deploy-aci.png) @@ -184,7 +184,7 @@ Specify task parameters as it is shown in the table below: | Overwrite existing deployment | X | -In a similar way create a stage **Prod (AKS** and add a single task to the job **Azure ML Model Deploy**: +In a similar way create a stage **Prod (AKS)** and add a single task to the job **Azure ML Model Deploy**. Make sure that the Agent Specification is ubuntu-16.04 under the Agent Job: ![deploy aks](./images/deploy-aks.png) @@ -208,7 +208,7 @@ Specify task parameters as it is shown in the table below: Note: This is an optional step and can be used only if you are deploying your scoring service on Azure Web Apps. [Create Image Script](../ml_service/util/create_scoring_image.py) -can be used to create a scoring image from the release pipeline. Image created by this script will be registered under Azure Container Registry(ACR) instance that belongs to Azure Machine Learning Service. Any dependencies that scoring file depends on can also be packaged with the container with Image config. To learn more on how to create a container with AML SDK click [here](https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.image.image.image?view=azure-ml-py#create-workspace--name--models--image-config-). +can be used to create a scoring image from the release pipeline. Image created by this script will be registered under Azure Container Registry(ACR) instance that belongs to Azure Machine Learning Service. Any dependencies that scoring file depends on can also be packaged with the container with Image config. To learn more on how to create a container with AML SDK click [here](https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.image.image.image?view=azure-ml-py#create-workspace--name--models--image-config-). Below is release pipeline with two tasks one to create an image using the above script and second is the deploy the image to Web App for containers ![release_webapp](./images/release-webapp-pipeline.PNG) @@ -216,6 +216,8 @@ Below is release pipeline with two tasks one to create an image using the above Using bash script task to invoke [Create Image Script](../ml_service/util/create_scoring_image.py) ![release_createimage](./images/release-task-createimage.PNG) +For the Bash script above, use the following parameters : +python3 $(System.DefaultWorkingDirectory)/_MLOpsPythonRepo/mlservice/util/create_scoring_image.py Specify task parameters as it is shown in the table below: From 2f3c64c4010cabacd41d4b4e7c61ab2872c71c09 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Fri, 6 Sep 2019 23:35:02 -0400 Subject: [PATCH 12/21] Update getting_started.md --- docs/getting_started.md | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index c7c3db0d..5448166c 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -208,17 +208,22 @@ Specify task parameters as it is shown in the table below: Note: This is an optional step and can be used only if you are deploying your scoring service on Azure Web Apps. [Create Image Script](../ml_service/util/create_scoring_image.py) -can be used to create a scoring image from the release pipeline. Image created by this script will be registered under Azure Container Registry(ACR) instance that belongs to Azure Machine Learning Service. Any dependencies that scoring file depends on can also be packaged with the container with Image config. To learn more on how to create a container with AML SDK click [here](https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.image.image.image?view=azure-ml-py#create-workspace--name--models--image-config-). +can be used to create a scoring image from the release pipeline. Image created by this script will be registered under Azure Container Registry (ACR) instance that belongs to Azure Machine Learning Service. Any dependencies that scoring file depends on can also be packaged with the container with Image config. To learn more on how to create a container with AML SDK click [here](https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.image.image.image?view=azure-ml-py#create-workspace--name--models--image-config-). Below is release pipeline with two tasks one to create an image using the above script and second is the deploy the image to Web App for containers ![release_webapp](./images/release-webapp-pipeline.PNG) -Using bash script task to invoke [Create Image Script](../ml_service/util/create_scoring_image.py) +For the bash script task to invoke the [Create Image Script](../ml_service/util/create_scoring_image.py), specify the following task parameters: + +| Parameter | Value | +| ------------------ | --------------------------------------------------------------------------------------------------- | +| Display Name | Create Scoring Image | +| Script | python3 $(System.DefaultWorkingDirectory)/\_MLOpsPythonRepo/mlservice/util/create_scoring_image.py | + +Finally ![release_createimage](./images/release-task-createimage.PNG) -For the Bash script above, use the following parameters : -python3 $(System.DefaultWorkingDirectory)/_MLOpsPythonRepo/mlservice/util/create_scoring_image.py -Specify task parameters as it is shown in the table below: +Finally for the Azure WebApp on Container Task, specify the following task parameters as it is shown in the table below: | Parameter | Value | From 97d4b72795ed54d144740afe4f1f39914d9d183a Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Fri, 6 Sep 2019 23:40:00 -0400 Subject: [PATCH 13/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 5448166c..ce512f0b 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -235,7 +235,7 @@ Finally for the Azure WebApp on Container Task, specify the following task param ![release_webapp](./images/release-task-webappdeploy.PNG) -Save the pipeline and create a release to trigger it manually. Once the pipeline execution is finished, check out deployments in the **mlops-AML-WS** workspace. +Save the pipeline and create a release to trigger it manually. To create the trigger, click on the "Create release" button on the top right of your screen, and follow the on-screen instructions. Once the pipeline execution is finished, check out deployments in the **mlops-AML-WS** workspace. From 9e3d9ec7b7cdb53462d40b5aed69755cd317a5c2 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Mon, 9 Sep 2019 08:39:01 -0400 Subject: [PATCH 14/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index ce512f0b..3f7f0432 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -235,7 +235,7 @@ Finally for the Azure WebApp on Container Task, specify the following task param ![release_webapp](./images/release-task-webappdeploy.PNG) -Save the pipeline and create a release to trigger it manually. To create the trigger, click on the "Create release" button on the top right of your screen, and follow the on-screen instructions. Once the pipeline execution is finished, check out deployments in the **mlops-AML-WS** workspace. +Save the pipeline and create a release to trigger it manually. To create the trigger, click on the "Create release" button on the top right of your screen, leave the fields blank and click on **Create** at the bottom of the screen. Once the pipeline execution is finished, check out deployments in the **mlops-AML-WS** workspace. 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zAOhB&Hw+z~gkwbQIC?oys&Ib(rB4DC_i_uF$X!rjSlo{{5+=jXQ)UaIqFfOr=i`HY zbtwjgxUGv2fQ#1yYSXn6H<8?@WxtLI3sf<1iRR)yE#^vpy$O%*k=iCr=i@kuu*|Fa zv%91*9i;7Ao60&Uu1l2G{6!^y70Y$Swn9(s#RLRY;;{IvvT(7z%uH#mZ>$arU6c!Tb7kO?Wk-F!-W)DXXbRc3W}o>{ z0qX#*F_9l%T>L-(s+az!jM@P;U;n`i0W}LJ3j7t}rEa2?d3kw93%!RKv^gWu(H}%f zaUe>oZ%zCU>BVo~>jyF82f#-7f2bB$!aj$Jw;x{ow#xoh?*4;}c-hat{!=LW|61i4 z$2#k?!kTMl^m%t4@G4hM*;^d<-i`y{ zuNYPze)6Q3n%@?_c?KeQk?@ zJ?IzgyI);PElffRnpGQiKY13#Ic9gCZmMbVX+gCFJksVq+up@!Xrvy?&we(Q1uWIJ zYa7+`;H@yJ^%fwLI(RE6Q0ib+!droPmqYWj;H_v{DX^eflLwB1Fa_1tj-&Rlo9W%y zVhCSKP4ZKAsPfJnQp|dd{9|)(zcg!G?6ok+e}3gT1#5Z3^Gr*bBVW29K$?PvVY)(C zV;-sV$lORv*{F=ahjzhodST6uj%DMPTj}Zoqp9xW(IHcZF{AH2)3ZaTP8FCwE|~Iw zW_5>bOXn{*R*n$pyU3f9O*A_E@e;MBeBUF>w0GNSU9n^*8d72y_4IG*3O; y!Vw2TTo3%Knfg}|@VCGBgG&AX*OwD+vNZzdPj_B?H)@WqQBT_lm!@_6;{O840wN3m literal 0 HcmV?d00001 From 1a6ed4f10f91e1bb04f0fabc669f7aafcc852a3a Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Mon, 9 Sep 2019 11:05:49 -0400 Subject: [PATCH 17/21] Update getting_started.md --- docs/getting_started.md | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index 3f7f0432..e8574b41 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -131,7 +131,11 @@ docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_se mcr.microsoft.com/mlops/python:latest python run_train_pipeline.py ``` -This release pipeline should be automatically triggered (continuous deployment) whenever a new **ML training pipeline** is published by the **AzDo builder pipeline**. It can also be triggered manually or configured to run on a scheduled basis. Create a new release to trigger the pipeline manually by clicking on the "Create release" button on the top right of your screen, when selecting this new build pipeline: +Now, add the automation to trigger a run of this pipeline whenever the **ci_build** build is completed, click on the lightning bolt icon on the top right of the **\_ci-build** artifact is selected, and enable the automatic release : + +![automate_infoke_training_pipeline](./images/automate_infoke_training_pipeline.png) + +This release pipeline should now be automatically triggered (continuous deployment) whenever a new **ML training pipeline** is published by the **ci-build builder pipeline**. It can also be triggered manually or configured to run on a scheduled basis. Create a new release to trigger the pipeline manually by clicking on the "Create release" button on the top right of your screen, when selecting this new build pipeline: ![create release](./images/create-release.png) @@ -147,7 +151,7 @@ Good! Now we have a trained model. ### 8. Deploy the Model -The final step is to deploy the model across environments with a release pipeline. There will be a **``QA``** environment running on [Azure Container Instances](https://azure.microsoft.com/en-us/services/container-instances/) and a **``Prod``** environment running on [Azure Kubernetes Service](https://azure.microsoft.com/en-us/services/kubernetes-service). This is the final picture of what your release pipeline will look like: +The final step is to deploy the model across environments with a release pipeline. There will be a **``QA``** environment running on [Azure Container Instances](https://azure.microsoft.com/en-us/services/container-instances/) and a **``Prod``** environment running on [Azure Kubernetes Service](https://azure.microsoft.com/en-us/services/kubernetes-service). This is the final picture of what your release pipeline should look like: ![deploy model](./images/deploy-model.png) @@ -201,6 +205,10 @@ Specify task parameters as it is shown in the table below: | Deployment Configuration file | `$(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/code/scoring/deployment_config_aks.yml` | | Overwrite existing deployment | X | +Similarly to the **Invoke Training Pipeline** release pipeline, previously created, in order to trigger a coutinuous integration, click on the lightning bolt icon, make sure the **Continuous deployment trigger** is checked and save the trigger: + +[Automate Deploy Model Pipeline](./images/automate_deploy_model_pipeline.png) + **Note:** Creating of a Kubernetes cluster on AKS is out of scope of this tutorial, so you should take care of it on your own. **Deploy trained model to Azure Web App for containers** From 8fc4744d3aa6b004d274ae12f65b18a2a732f9a3 Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Mon, 9 Sep 2019 11:06:29 -0400 Subject: [PATCH 18/21] Update getting_started.md --- docs/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index e8574b41..63187b66 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -207,7 +207,7 @@ Specify task parameters as it is shown in the table below: Similarly to the **Invoke Training Pipeline** release pipeline, previously created, in order to trigger a coutinuous integration, click on the lightning bolt icon, make sure the **Continuous deployment trigger** is checked and save the trigger: -[Automate Deploy Model Pipeline](./images/automate_deploy_model_pipeline.png) +![Automate Deploy Model Pipeline](./images/automate_deploy_model_pipeline.png) **Note:** Creating of a Kubernetes cluster on AKS is out of scope of this tutorial, so you should take care of it on your own. 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a/docs/getting_started.md +++ b/docs/getting_started.md @@ -25,7 +25,9 @@ Please make note of the following values after creating a service principal, we ### 4. Create a Variable Group -We make use of variable group inside Azure DevOps to store variables and their values that we want to make available across multiple pipelines. You can either store the values directly in [Azure DevOps](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=designer#create-a-variable-group) or connect to an Azure Key Vault in your subscription. Please refer to the documentation [here](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=designer#create-a-variable-group) to learn more about how to create a variable group and [link](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=designer#use-a-variable-group) it to your pipeline. +We make use of variable group inside Azure DevOps to store variables and their values that we want to make available across multiple pipelines. You can either store the values directly in [Azure DevOps](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=designer#create-a-variable-group) or connect to an Azure Key Vault in your subscription. Please refer to the documentation [here](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=designer#create-a-variable-group) to learn more about how to create a variable group and [link](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=designer#use-a-variable-group) it to your pipeline. Click on **Library** in the **Pipelines** section as indicated below: + +![library_variable groups](./images/library_variable_groups.png) Please name your variable group **``devopsforai-aml-vg``** as we are using this name within our build yaml file. @@ -66,7 +68,7 @@ The easiest way to create all required resources (Resource Group, ML Workspace, ![create service connection](./images/create-rm-service-connection.png) -Give the connection name **``AzureResourceConnection``** as it is referred by the pipeline definition. Leave the field **``Resource Group``** empty. +Give the connection name **``AzureResourceConnection``** as it is referred by the pipeline definition. Leave the **``Resource Group``** field empty. In your DevOps project create a build pipeline from your forked **GitHub** repository: @@ -131,6 +133,10 @@ docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_se mcr.microsoft.com/mlops/python:latest python run_train_pipeline.py ``` +as in the screen shot below, leaving all other fields to their default value: + +![Run Training Pipeline Task](./images/run_training_pipeline_task.png) + Now, add the automation to trigger a run of this pipeline whenever the **ci_build** build is completed, click on the lightning bolt icon on the top right of the **\_ci-build** artifact is selected, and enable the automatic release : ![automate_infoke_training_pipeline](./images/automate_infoke_training_pipeline.png) @@ -160,7 +166,7 @@ This pipeline leverages the **Azure Machine Learning** extension that should be The pipeline consumes two artifacts: the result of the **Build Pipeline** as it contains configuration files and the **model** trained and registered by the ML training pipeline. -Add the **_ci-build** artifact using the same process as what we did in the previous chapter. +Add the **\_ci-build** artifact using the same process as what we did in the previous step. In order to configure a model artifact there should be a service connection to **mlops-AML-WS** workspace. To get there, go to the project settings (by clicking on the cog wheel to the bottom left of the screen), and then click on **Service connections** under the **Pipelines** section: