From d00ab844e4af9c2b9088682a01f7929cf0001b8c Mon Sep 17 00:00:00 2001 From: Olivier Martin Date: Tue, 10 Sep 2019 12:47:13 -0400 Subject: [PATCH 001/129] Updates for clarity and more of step by step approach (#63) * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Update getting_started.md * Add files via upload * Add files via upload * Update getting_started.md * Update getting_started.md * Add files via upload * Add files via upload * Update getting_started.md --- docs/getting_started.md | 57 ++++++++++++------ .../images/automate_deploy_model_pipeline.png | Bin 0 -> 136551 bytes .../automate_infoke_training_pipeline.png | Bin 0 -> 142406 bytes docs/images/library_variable_groups.png | Bin 0 -> 140658 bytes docs/images/run_training_pipeline_task.png | Bin 0 -> 190445 bytes 5 files changed, 39 insertions(+), 18 deletions(-) create mode 100644 docs/images/automate_deploy_model_pipeline.png create mode 100644 docs/images/automate_infoke_training_pipeline.png create mode 100644 docs/images/library_variable_groups.png create mode 100644 docs/images/run_training_pipeline_task.png diff --git a/docs/getting_started.md b/docs/getting_started.md index 536749b9..519fa5ff 100644 --- 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. +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: @@ -106,7 +108,7 @@ 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**, 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) @@ -114,15 +116,15 @@ 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, choose "Release" as a variable group scope, and click on "Link": ![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) -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 \ @@ -131,11 +133,19 @@ 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: +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) + +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) -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) @@ -147,7 +157,7 @@ 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 should look like: ![deploy model](./images/deploy-model.png) @@ -156,19 +166,19 @@ 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 step. -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: **Note:** Creating service connection using Azure Machine Learning extension requires 'Owner' or 'User Access Administrator' permissions on the Workspace. ![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) -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) @@ -186,7 +196,7 @@ 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) @@ -203,6 +213,10 @@ 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** @@ -210,15 +224,22 @@ 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) -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 | @@ -230,7 +251,7 @@ Specify task parameters as it is shown in the table below: ![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, leave the fields blank and click on **Create** at the bottom of the screen. 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b/code/register/register_model.py index 05f469b7..ae2b8216 100644 --- a/code/register/register_model.py +++ b/code/register/register_model.py @@ -27,7 +27,6 @@ import json import sys from azureml.core import Run -from azureml.core.model import Model import argparse from azureml.core.authentication import AzureCliAuthentication @@ -90,23 +89,10 @@ names = run.get_file_names names() print("Run ID for last run: {}".format(run_id)) -model_local_dir = "model" -os.makedirs(model_local_dir, exist_ok=True) -# Download Model to Project root directory -# model_name = "sklearn_regression_model.pkl" -run.download_file( - name="./outputs/" + model_name, output_file_path="./model/" + model_name -) -print("Downloaded model {} to Project root directory".format(model_name)) -os.chdir("./model") -model = Model.register( - model_path=model_name, # this points to a local file - model_name=model_name, # this is the name the model is registered as - tags={"area": "diabetes", "type": "regression", "run_id": run_id}, - description="Regression model for diabetes dataset", - workspace=ws, -) +model = run.register_model(model_name=model_name, + model_path="./outputs/" + model_name, + tags={"area": "diabetes", "type": "regression"}) os.chdir("..") print( "Model registered: {} \nModel Description: {} \nModel Version: {}".format( @@ -114,9 +100,6 @@ ) ) -# Remove the evaluate.json as we no longer need it -# os.remove("aml_config/evaluate.json") - # Writing the registered model details to /aml_config/model.json model_json = {} model_json["model_name"] = model.name From eceb936269350444f74538d175d99ed7ff56cba4 Mon Sep 17 00:00:00 2001 From: Taylor Rockey Date: Fri, 13 Sep 2019 03:25:53 -0700 Subject: [PATCH 003/129] Updated repo to use the SDK more consistently (#67) * Updated code to use SDK instead of JSON files * include location in environment setup * docs updates * Update docker-image-pipeline.yml for Azure Pipelines * Update docker-image-pipeline.yml for Azure Pipelines --- .env.example | 35 +++--- .pipelines/azdo-ci-build-train.yml | 4 +- code/evaluate/evaluate_model.py | 62 +++++------ code/training/train.py | 27 ++--- docs/code_description.md | 4 +- docs/getting_started.md | 10 +- .../arm-templates/cloud-environment.json | 3 +- environment_setup/iac-create-environment.yml | 2 +- environment_setup/requirements.txt | 1 - ml_service/__init__.py | 0 ml_service/pipelines/build_train_pipeline.py | 98 ++++++++--------- ml_service/pipelines/run_train_pipeline.py | 101 +++++++++++------- ml_service/util/attach_compute.py | 3 +- 13 files changed, 180 insertions(+), 170 deletions(-) create mode 100644 ml_service/__init__.py diff --git a/.env.example b/.env.example index a4a87bca..b7d0d5b5 100644 --- a/.env.example +++ b/.env.example @@ -1,32 +1,43 @@ # Azure Subscription Variables -WORKSPACE_NAME = '' -RESOURCE_GROUP = '' SUBSCRIPTION_ID = '' LOCATION = '' TENANT_ID = '' +BASE_NAME = '' +SP_APP_ID = '' +SP_APP_SECRET = '' + +# Mock build/release ID for local testing - update ReleaseID each "release" +BUILD_BUILDID = '001' +RELEASE_RELEASEID = '001' # Azure ML Workspace Variables EXPERIMENT_NAME = '' SCRIPT_FOLDER = './' -BLOB_STORE_NAME = '' -# Remote VM Config -REMOTE_VM_NAME = '' -REMOTE_VM_USERNAME = '' -REMOTE_VM_PASSWORD = '' -REMOTE_VM_IP = '' + # AML Compute Cluster Config -AML_CLUSTER_NAME = '' -AML_CLUSTER_VM_SIZE = '' +AML_COMPUTE_CLUSTER_NAME = '' +AML_COMPUTE_CLUSTER_CPU_SKU = '' AML_CLUSTER_MAX_NODES = '' AML_CLUSTER_MIN_NODES = '' AML_CLUSTER_PRIORITY = 'lowpriority' # Training Config -MODEL_NAME = '' -MODEL_VERSION = '' +MODEL_NAME = 'sklearn_regression_model.pkl' +MODEL_VERSION = '1' +TRAIN_SCRIPT_PATH = 'training/train.py' # AML Pipeline Config TRAINING_PIPELINE_NAME = '' PIPELINE_CONDA_PATH = 'aml_config/conda_dependencies.yml' MODEL_PATH = '' +EVALUATE_SCRIPT_PATH = 'evaluate/evaluate_model.py' +REGISTER_SCRIPT_PATH = 'register/register_model.py' +SOURCES_DIR_TRAIN = 'code' + +# These are not mandatory for the core workflow +# Remote VM Config +REMOTE_VM_NAME = '' +REMOTE_VM_USERNAME = '' +REMOTE_VM_PASSWORD = '' +REMOTE_VM_IP = '' # Image config IMAGE_NAME = '' IMAGE_DESCRIPTION = '' diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 09f90909..1b34b892 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -23,7 +23,7 @@ steps: failOnStderr: 'false' env: SP_APP_SECRET: '$(SP_APP_SECRET)' - displayName: 'Train model using AML with Remote Compute' + displayName: 'Publish Azure Machine Learning Pipeline' enabled: 'true' - task: CopyFiles@2 @@ -32,7 +32,7 @@ steps: SourceFolder: '$(Build.SourcesDirectory)' TargetFolder: '$(Build.ArtifactStagingDirectory)' Contents: | - ml_service/pipelines/?(run_train_pipeline.py|*.json) + ml_service/pipelines/?(run_train_pipeline.py|*.json) code/scoring/** diff --git a/code/evaluate/evaluate_model.py b/code/evaluate/evaluate_model.py index 02e048b6..ec5dc5e0 100644 --- a/code/evaluate/evaluate_model.py +++ b/code/evaluate/evaluate_model.py @@ -24,14 +24,11 @@ POSSIBILITY OF SUCH DAMAGE. """ import os -import json -from azureml.core.model import Model -from azureml.core import Run +from azureml.core import Model, Run import argparse # Get workspace -# ws = Workspace.from_config() run = Run.get_context() exp = run.experiment ws = run.experiment.workspace @@ -39,38 +36,33 @@ parser = argparse.ArgumentParser("evaluate") parser.add_argument( - "--config_suffix", type=str, help="Datetime suffix for json config files" + "--release_id", + type=str, + help="The ID of the release triggering this pipeline run", ) parser.add_argument( - "--json_config", + "--model_name", type=str, - help="Directory to write all the intermediate json configs", + help="Name of the Model", + default="sklearn_regression_model.pkl", ) args = parser.parse_args() -print("Argument 1: %s" % args.config_suffix) -print("Argument 2: %s" % args.json_config) +print("Argument 1: %s" % args.release_id) +print("Argument 2: %s" % args.model_name) +model_name = args.model_name +release_id = args.release_id -if not (args.json_config is None): - os.makedirs(args.json_config, exist_ok=True) - print("%s created" % args.json_config) # Paramaterize the matrics on which the models should be compared # Add golden data set on which all the model performance can be evaluated -# Get the latest run_id -# with open("aml_config/run_id.json") as f: -# config = json.load(f) - -train_run_id_json = "run_id_{}.json".format(args.config_suffix) -train_output_path = os.path.join(args.json_config, train_run_id_json) -with open(train_output_path) as f: - config = json.load(f) - - -new_model_run_id = config["run_id"] # args.train_run_id -experiment_name = config["experiment_name"] -# exp = Experiment(workspace=ws, name=experiment_name) - +all_runs = exp.get_runs( + properties={"release_id": release_id, "run_type": "train"}, + include_children=True + ) +new_model_run = next(all_runs) +new_model_run_id = new_model_run.id +print(f'New Run found with Run ID of: {new_model_run_id}') try: # Get most recently registered model, we assume that @@ -110,16 +102,12 @@ print("This is the first model to be trained, \ thus nothing to evaluate for now") -run_id = {} -run_id["run_id"] = "" + # Writing the run id to /aml_config/run_id.json if promote_new_model: - run_id["run_id"] = new_model_run_id - # register new model - # new_model_run.register_model(model_name='',model_path='outputs/sklearn_regression_model.pkl') - -run_id["experiment_name"] = experiment_name -filename = "run_id_{}.json".format(args.config_suffix) -output_path = os.path.join(args.json_config, filename) -with open(output_path, "w") as outfile: - json.dump(run_id, outfile) + model_path = os.path.join('outputs', model_name) + new_model_run.register_model( + model_name=model_name, + model_path=model_path, + properties={"release_id": release_id}) + print("Registered new model!") diff --git a/code/training/train.py b/code/training/train.py index 2b541615..d703964f 100644 --- a/code/training/train.py +++ b/code/training/train.py @@ -32,17 +32,13 @@ from sklearn.model_selection import train_test_split from sklearn.externals import joblib import numpy as np -import json parser = argparse.ArgumentParser("train") parser.add_argument( - "--config_suffix", type=str, help="Datetime suffix for json config files" -) -parser.add_argument( - "--json_config", + "--release_id", type=str, - help="Directory to write all the intermediate json configs", + help="The ID of the release triggering this pipeline run", ) parser.add_argument( "--model_name", @@ -53,14 +49,11 @@ args = parser.parse_args() -print("Argument 1: %s" % args.config_suffix) -print("Argument 2: %s" % args.json_config) +print("Argument 1: %s" % args.release_id) +print("Argument 2: %s" % args.model_name) model_name = args.model_name - -if not (args.json_config is None): - os.makedirs(args.json_config, exist_ok=True) - print("%s created" % args.json_config) +release_id = args.release_id run = Run.get_context() exp = run.experiment @@ -102,12 +95,8 @@ print("Following files are uploaded ") print(run.get_file_names()) -run_id = {} -run_id["run_id"] = run.id -run_id["experiment_name"] = run.experiment.name -filename = "run_id_{}.json".format(args.config_suffix) -output_path = os.path.join(args.json_config, filename) -with open(output_path, "w") as outfile: - json.dump(run_id, outfile) +# Add properties to identify this specific training run +run.add_properties({"release_id": release_id, "run_type": "train"}) +print(f"added properties: {run.properties}") run.complete() diff --git a/docs/code_description.md b/docs/code_description.md index 8ae6774b..652fa93d 100644 --- a/docs/code_description.md +++ b/docs/code_description.md @@ -27,8 +27,8 @@ ### Code - `code/training/train.py` : a training step of an ML training pipeline. -- `code/evaluate/evaluate_model.py` : an evaluating step of an ML training pipeline. -- `code/evaluate/register_model.py` : registers a new trained model if evaluation shows the new model is more performant than the previous one. +- `code/evaluate/evaluate_model.py` : an evaluating step of an ML training pipeline which registers a new trained model if evaluation shows the new model is more performant than the previous one. +- `code/evaluate/register_model.py` : (LEGACY) registers a new trained model if evaluation shows the new model is more performant than the previous one. ### Scoring - code/scoring/score.py : a scoring script which is about to be packed into a Docker Image along with a model while being deployed to QA/Prod environment. diff --git a/docs/getting_started.md b/docs/getting_started.md index 519fa5ff..0c1b6b22 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -49,6 +49,7 @@ The variable group should contain the following variables: | SUBSCRIPTION_ID | | | TENANT_ID | | | TRAIN_SCRIPT_PATH | training/train.py | +| TRAINING_PIPELINE_NAME | training-pipeline | Mark **SP_APP_SECRET** variable as a secret one. @@ -88,6 +89,7 @@ Check out created resources in the [Azure Portal](portal.azure.com): Alternatively, you can also use a [cleaning pipeline](../environment_setup/iac-remove-environment.yml) that removes resources created for this project or you can just delete a resource group in the [Azure Portal](portal.azure.com). +Once this resource group is created, be sure that the Service Principal you have created has access to this resource group. ### 6. Set up Build Pipeline @@ -127,9 +129,11 @@ Rename the default "Stage 1" to **Invoke Training Pipeline** and make sure that Add a **Command Line Script** step, rename it to **Run Training Pipeline** with the following script: ```bash -docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_service/pipelines:/pipelines \ --w=/pipelines -e MODEL_NAME=$MODEL_NAME -e EXPERIMENT_NAME=$EXPERIMENT_NAME \ --e TENANT_ID=$TENANT_ID -e SP_APP_ID=$SP_APP_ID -e SP_APP_SECRET=$(SP_APP_SECRET) \ +docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_service/pipelines:/pipelines \ + -w=/pipelines -e MODEL_NAME=$MODEL_NAME -e EXPERIMENT_NAME=$EXPERIMENT_NAME \ + -e TENANT_ID=$TENANT_ID -e SP_APP_ID=$SP_APP_ID -e SP_APP_SECRET=$(SP_APP_SECRET) \ + -e SUBSCRIPTION_ID=$SUBSCRIPTION_ID -e RELEASE_RELEASEID=$RELEASE_RELEASEID \ + -e BUILD_BUILDID=$BUILD_BUILDID -e BASE_NAME=$BASE_NAME \ mcr.microsoft.com/mlops/python:latest python run_train_pipeline.py ``` diff --git a/environment_setup/arm-templates/cloud-environment.json b/environment_setup/arm-templates/cloud-environment.json index e01471d7..590a4aed 100644 --- a/environment_setup/arm-templates/cloud-environment.json +++ b/environment_setup/arm-templates/cloud-environment.json @@ -20,7 +20,8 @@ "southeastasia", "westcentralus", "westeurope", - "westus2" + "westus2", + "centralus" ], "metadata": { "description": "Specifies the location for all resources." diff --git a/environment_setup/iac-create-environment.yml b/environment_setup/iac-create-environment.yml index 6c2495cb..4a930c50 100644 --- a/environment_setup/iac-create-environment.yml +++ b/environment_setup/iac-create-environment.yml @@ -22,7 +22,7 @@ steps: location: $(LOCATION) templateLocation: 'Linked artifact' csmFile: '$(Build.SourcesDirectory)/environment_setup/arm-templates/cloud-environment.json' - overrideParameters: '-baseName $(BASE_NAME)' + overrideParameters: '-baseName $(BASE_NAME) -location $(LOCATION)' deploymentMode: 'Incremental' displayName: 'Deploy MLOps resources to Azure' diff --git a/environment_setup/requirements.txt b/environment_setup/requirements.txt index 8a086c4d..23880c0c 100644 --- a/environment_setup/requirements.txt +++ b/environment_setup/requirements.txt @@ -1,6 +1,5 @@ pytest==4.3.0 requests>=2.22 -azureml>=0.2 azureml-sdk>=1.0 python-dotenv>=0.10.3 flake8 diff --git a/ml_service/__init__.py b/ml_service/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/ml_service/pipelines/build_train_pipeline.py b/ml_service/pipelines/build_train_pipeline.py index df5dcdcc..3214a57c 100644 --- a/ml_service/pipelines/build_train_pipeline.py +++ b/ml_service/pipelines/build_train_pipeline.py @@ -1,16 +1,14 @@ from azureml.pipeline.core.graph import PipelineParameter from azureml.pipeline.steps import PythonScriptStep -from azureml.pipeline.core import Pipeline, PipelineData +from azureml.pipeline.core import Pipeline # , PipelineData from azureml.core.runconfig import RunConfiguration, CondaDependencies -from azureml.core import Datastore -import datetime +# from azureml.core import Datastore import os import sys from dotenv import load_dotenv sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 from workspace import get_workspace from attach_compute import get_compute -import json def main(): @@ -24,10 +22,14 @@ def main(): sources_directory_train = os.environ.get("SOURCES_DIR_TRAIN") train_script_path = os.environ.get("TRAIN_SCRIPT_PATH") evaluate_script_path = os.environ.get("EVALUATE_SCRIPT_PATH") - register_script_path = os.environ.get("REGISTER_SCRIPT_PATH") - vm_size_cpu = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") - compute_name_cpu = os.environ.get("AML_COMPUTE_CLUSTER_NAME") + # register_script_path = os.environ.get("REGISTER_SCRIPT_PATH") + vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") + compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") model_name = os.environ.get("MODEL_NAME") + build_id = os.environ.get("BUILD_BUILDID") + pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") + + print(app_secret) # Get Azure machine learning workspace aml_workspace = get_workspace( @@ -40,12 +42,12 @@ def main(): print(aml_workspace) # Get Azure machine learning cluster - aml_compute_cpu = get_compute( + aml_compute = get_compute( aml_workspace, - compute_name_cpu, - vm_size_cpu) - if aml_compute_cpu is not None: - print(aml_compute_cpu) + compute_name, + vm_size) + if aml_compute is not None: + print(aml_compute) run_config = RunConfiguration(conda_dependencies=CondaDependencies.create( conda_packages=['numpy', 'pandas', @@ -58,23 +60,20 @@ def main(): model_name = PipelineParameter( name="model_name", default_value=model_name) - def_blob_store = Datastore(aml_workspace, "workspaceblobstore") - jsonconfigs = PipelineData("jsonconfigs", datastore=def_blob_store) - config_suffix = datetime.datetime.now().strftime("%Y%m%d%H") + release_id = PipelineParameter( + name="release_id", default_value="0" + ) train_step = PythonScriptStep( name="Train Model", script_name=train_script_path, - compute_target=aml_compute_cpu, + compute_target=aml_compute, source_directory=sources_directory_train, arguments=[ - "--config_suffix", config_suffix, - "--json_config", jsonconfigs, + "--release_id", release_id, "--model_name", model_name, ], runconfig=run_config, - # inputs=[jsonconfigs], - outputs=[jsonconfigs], allow_reuse=False, ) print("Step Train created") @@ -82,52 +81,49 @@ def main(): evaluate_step = PythonScriptStep( name="Evaluate Model ", script_name=evaluate_script_path, - compute_target=aml_compute_cpu, + compute_target=aml_compute, source_directory=sources_directory_train, arguments=[ - "--config_suffix", config_suffix, - "--json_config", jsonconfigs, + "--release_id", release_id, + "--model_name", model_name, ], runconfig=run_config, - inputs=[jsonconfigs], - # outputs=[jsonconfigs], allow_reuse=False, ) print("Step Evaluate created") - register_model_step = PythonScriptStep( - name="Register New Trained Model", - script_name=register_script_path, - compute_target=aml_compute_cpu, - source_directory=sources_directory_train, - arguments=[ - "--config_suffix", config_suffix, - "--json_config", jsonconfigs, - "--model_name", model_name, - ], - runconfig=run_config, - inputs=[jsonconfigs], - # outputs=[jsonconfigs], - allow_reuse=False, - ) - print("Step register model created") + # Currently, the Evaluate step will automatically register + # the model if it performs better. This step is based on a + # previous version of the repo which utilized JSON files to + # track evaluation results. + + # register_model_step = PythonScriptStep( + # name="Register New Trained Model", + # script_name=register_script_path, + # compute_target=aml_compute, + # source_directory=sources_directory_train, + # arguments=[ + # "--release_id", release_id, + # "--model_name", model_name, + # ], + # runconfig=run_config, + # allow_reuse=False, + # ) + # print("Step register model created") evaluate_step.run_after(train_step) - register_model_step.run_after(evaluate_step) - steps = [register_model_step] + # register_model_step.run_after(evaluate_step) + steps = [evaluate_step] train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) train_pipeline.validate() published_pipeline = train_pipeline.publish( - name="training-pipeline", - description="Model training/retraining pipeline" + name=pipeline_name, + description="Model training/retraining pipeline", + version=build_id ) - - train_pipeline_json = {} - train_pipeline_json["rest_endpoint"] = published_pipeline.endpoint - json_file_path = "ml_service/pipelines/train_pipeline.json" - with open(json_file_path, "w") as outfile: - json.dump(train_pipeline_json, outfile) + print(f'Published pipeline: {published_pipeline.name}') + print(f'for build {published_pipeline.version}') if __name__ == '__main__': diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index a2d1e68f..11252a88 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -1,41 +1,62 @@ -import sys import os -import json -import requests -from azure.common.credentials import ServicePrincipalCredentials - - -tenant_id = os.environ.get("TENANT_ID") -app_id = os.environ.get("SP_APP_ID") -app_secret = os.environ.get("SP_APP_SECRET") - -try: - with open("train_pipeline.json") as f: - train_pipeline_json = json.load(f) -except Exception: - print("No pipeline json found") - sys.exit(0) - -experiment_name = os.environ.get("EXPERIMENT_NAME") -model_name = os.environ.get("MODEL_NAME") - -credentials = ServicePrincipalCredentials( - client_id=app_id, - secret=app_secret, - tenant=tenant_id -) - -token = credentials.token['access_token'] -print("token", token) -auth_header = {"Authorization": "Bearer " + token} - -rest_endpoint = train_pipeline_json["rest_endpoint"] - -response = requests.post( - rest_endpoint, headers=auth_header, - json={"ExperimentName": experiment_name, - "ParameterAssignments": {"model_name": model_name}} -) - -run_id = response.json()["Id"] -print("Pipeline run initiated ", run_id) +from azureml.pipeline.core import PublishedPipeline +from azureml.core import Workspace +from azureml.core.authentication import ServicePrincipalAuthentication +from dotenv import load_dotenv + + +def main(): + load_dotenv() + workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" + resource_group = os.environ.get("BASE_NAME")+"-AML-RG" + subscription_id = os.environ.get("SUBSCRIPTION_ID") + tenant_id = os.environ.get("TENANT_ID") + experiment_name = os.environ.get("EXPERIMENT_NAME") + model_name = os.environ.get("MODEL_NAME") + app_id = os.environ.get('SP_APP_ID') + app_secret = os.environ.get('SP_APP_SECRET') + release_id = os.environ.get('RELEASE_RELEASEID') + build_id = os.environ.get('BUILD_BUILDID') + + service_principal = ServicePrincipalAuthentication( + tenant_id=tenant_id, + service_principal_id=app_id, + service_principal_password=app_secret) + + aml_workspace = Workspace.get( + name=workspace_name, + subscription_id=subscription_id, + resource_group=resource_group, + auth=service_principal + ) + + # Find the pipeline that was published by the specified build ID + pipelines = PublishedPipeline.list(aml_workspace) + matched_pipes = [] + + for p in pipelines: + if p.version == build_id: + matched_pipes.append(p) + + if(len(matched_pipes) > 1): + published_pipeline = None + raise Exception(f"Multiple active pipelines are published for build {build_id}.") # NOQA: E501 + elif(len(matched_pipes) == 0): + published_pipeline = None + raise KeyError(f"Unable to find a published pipeline for this build {build_id}") # NOQA: E501 + else: + published_pipeline = matched_pipes[0] + + pipeline_parameters = {"model_name": model_name, "release_id": release_id} + + response = published_pipeline.submit( + aml_workspace, + experiment_name, + pipeline_parameters) + + run_id = response.id + print("Pipeline run initiated ", run_id) + + +if __name__ == "__main__": + main() diff --git a/ml_service/util/attach_compute.py b/ml_service/util/attach_compute.py index ff9d0ebd..7a34cd38 100644 --- a/ml_service/util/attach_compute.py +++ b/ml_service/util/attach_compute.py @@ -41,6 +41,7 @@ def get_compute( min_node_count=None, timeout_in_minutes=10) return compute_target - except ComputeTargetException: + except ComputeTargetException as e: + print(e) print('An error occurred trying to provision compute.') exit() From bac656a394fb1f946331793da808f45f1fabbfca Mon Sep 17 00:00:00 2001 From: Jose Moreno Date: Tue, 17 Sep 2019 21:01:39 +0200 Subject: [PATCH 004/129] typo fixed (mlservice to ml_service) (#69) --- 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 0c1b6b22..ffe175b9 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -238,7 +238,7 @@ For the bash script task to invoke the [Create Image Script](../ml_service/util/ | Parameter | Value | | ------------------ | --------------------------------------------------------------------------------------------------- | | Display Name | Create Scoring Image | -| Script | python3 $(System.DefaultWorkingDirectory)/\_MLOpsPythonRepo/mlservice/util/create_scoring_image.py | +| Script | python3 $(System.DefaultWorkingDirectory)/\_MLOpsPythonRepo/ml_service/util/create_scoring_image.py | Finally ![release_createimage](./images/release-task-createimage.PNG) From 06ece2937bd4769aea403159cbcf67b38337e09f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?C=C3=A9dric=20L=2E=20Charlier?= Date: Mon, 23 Sep 2019 17:40:07 +0200 Subject: [PATCH 005/129] Fixed typo in code filename (#71) --- docs/code_description.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/code_description.md b/docs/code_description.md index 652fa93d..d93ef077 100644 --- a/docs/code_description.md +++ b/docs/code_description.md @@ -32,7 +32,7 @@ ### Scoring - code/scoring/score.py : a scoring script which is about to be packed into a Docker Image along with a model while being deployed to QA/Prod environment. -- code/scoring/conda_dependencies.yml : contains a list of dependencies required by sore.py to be installed in a deployable Docker Image +- code/scoring/conda_dependencies.yml : contains a list of dependencies required by score.py to be installed in a deployable Docker Image - code/scoring/inference_config.yml, deployment_config_aci.yml, deployment_config_aks.yml : configuration files for the [AML Model Deploy](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.private-vss-services-azureml&ssr=false#overview) pipeline task for ACI and AKS deployment targets. From 32ae724fe7ca79d8160e9c9a3540f643a25f6203 Mon Sep 17 00:00:00 2001 From: Yann BILISSOR Date: Mon, 23 Sep 2019 18:00:05 +0200 Subject: [PATCH 006/129] Remove app secret from log (#70) --- ml_service/pipelines/build_train_pipeline.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/ml_service/pipelines/build_train_pipeline.py b/ml_service/pipelines/build_train_pipeline.py index 3214a57c..cd65ff83 100644 --- a/ml_service/pipelines/build_train_pipeline.py +++ b/ml_service/pipelines/build_train_pipeline.py @@ -29,8 +29,6 @@ def main(): build_id = os.environ.get("BUILD_BUILDID") pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") - print(app_secret) - # Get Azure machine learning workspace aml_workspace = get_workspace( workspace_name, From d0a1e5b283f84ed4b884db75b781e258584e3021 Mon Sep 17 00:00:00 2001 From: Eugene Fedorenko Date: Tue, 15 Oct 2019 09:43:12 -0700 Subject: [PATCH 007/129] Training a model with R on ML Compute and Databricks (#77) --- .env.example | 6 +- .pipelines/azdo-ci-build-train.yml | 25 +++++- code/training/R/r_train.r | 41 ++++++++++ code/training/R/train_with_r.py | 3 + code/training/R/train_with_r_on_databricks.py | 15 ++++ code/training/R/weight_data.csv | 30 +++++++ docs/code_description.md | 10 ++- docs/getting_started.md | 38 +++++---- environment_setup/Dockerfile | 3 +- environment_setup/requirements.txt | 1 + .../pipelines/build_train_pipeline_with_r.py | 78 +++++++++++++++++++ .../build_train_pipeline_with_r_on_dbricks.py | 70 +++++++++++++++++ 12 files changed, 296 insertions(+), 24 deletions(-) create mode 100644 code/training/R/r_train.r create mode 100644 code/training/R/train_with_r.py create mode 100644 code/training/R/train_with_r_on_databricks.py create mode 100644 code/training/R/weight_data.csv create mode 100644 ml_service/pipelines/build_train_pipeline_with_r.py create mode 100644 ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py diff --git a/.env.example b/.env.example index b7d0d5b5..2f62dad7 100644 --- a/.env.example +++ b/.env.example @@ -45,4 +45,8 @@ IMAGE_VERSION = '' # ACI Config ACI_CPU_CORES = '' ACI_MEM_GB = '' -ACI_DESCRIPTION = '' \ No newline at end of file +ACI_DESCRIPTION = '' + +# Optional. Used by a training pipeline with R on Databricks +DB_CLUSTER_ID = '' +DATABRICKS_COMPUTE_NAME = '' \ No newline at end of file diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 1b34b892..efecb7f8 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -15,17 +15,36 @@ variables: steps: + - template: azdo-base-pipeline.yml - + - bash: | - # Invoke the Python building and publishing a training pipeline + # Invoke the Python building and publishing a training pipeline with Python on ML Compute python3 $(Build.SourcesDirectory)/ml_service/pipelines/build_train_pipeline.py failOnStderr: 'false' env: SP_APP_SECRET: '$(SP_APP_SECRET)' - displayName: 'Publish Azure Machine Learning Pipeline' + displayName: 'Publish Azure Machine Learning Pipeline. Python on ML' enabled: 'true' +- bash: | + # Invoke the Python building and publishing a training pipeline with R on ML Compute + python3 $(Build.SourcesDirectory)/ml_service/pipelines/build_train_pipeline_with_r.py + failOnStderr: 'false' + env: + SP_APP_SECRET: '$(SP_APP_SECRET)' + displayName: 'Publish Azure Machine Learning Pipeline. R on ML Compute' + enabled: 'false' + +- bash: | + # Invoke the Python building and publishing a training pipeline with R on DataBricks + python3 $(Build.SourcesDirectory)/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py + failOnStderr: 'false' + env: + SP_APP_SECRET: '$(SP_APP_SECRET)' + displayName: 'Publish Azure Machine Learning Pipeline. R on DataBricks' + enabled: 'false' + - task: CopyFiles@2 displayName: 'Copy Files to: $(Build.ArtifactStagingDirectory)' inputs: diff --git a/code/training/R/r_train.r b/code/training/R/r_train.r new file mode 100644 index 00000000..c19a58be --- /dev/null +++ b/code/training/R/r_train.r @@ -0,0 +1,41 @@ +print(R.version.string) + +# COMMAND ---------- + +path="weight_data.csv" +print(paste("Reading file from",path)) + +routes<-read.csv(path, header=TRUE) + +# The predictor vector (height). +x <- routes$height +# The response vector (weight). +y <- routes$weight +# Apply the lm() function. +model <- lm(y~x) + +# COMMAND ---------- + +routes + +# COMMAND ---------- + +# Make Predictions +df_test_heights <- data.frame(x = as.numeric(c(115,20))) +result <- predict(model,df_test_heights) +print(result) + +# COMMAND ---------- + +# Save the model to blob storage +model_path="model.rds" +saveRDS(model, model_path) + +# COMMAND ---------- + +# View model details +print(model) + +# COMMAND ---------- + +print('Completed') \ No newline at end of file diff --git a/code/training/R/train_with_r.py b/code/training/R/train_with_r.py new file mode 100644 index 00000000..e2c7d295 --- /dev/null +++ b/code/training/R/train_with_r.py @@ -0,0 +1,3 @@ +import os + +os.system("Rscript r_train.r && ls -ltr model.rds") diff --git a/code/training/R/train_with_r_on_databricks.py b/code/training/R/train_with_r_on_databricks.py new file mode 100644 index 00000000..1a120bd0 --- /dev/null +++ b/code/training/R/train_with_r_on_databricks.py @@ -0,0 +1,15 @@ +import os +import argparse + +parser = argparse.ArgumentParser("train") +parser.add_argument( + "--AZUREML_SCRIPT_DIRECTORY_NAME", + type=str, + help="folder", +) + +args, unknown = parser.parse_known_args() +folder = args.AZUREML_SCRIPT_DIRECTORY_NAME + +os.system("cd " + "/dbfs/" + folder + + " && Rscript r_train.r && ls -ltr model.rds") diff --git a/code/training/R/weight_data.csv b/code/training/R/weight_data.csv new file mode 100644 index 00000000..cc441ee9 --- /dev/null +++ b/code/training/R/weight_data.csv @@ -0,0 +1,30 @@ +height,weight +79,174 +63,250 +75,223 +75,130 +70,120 +76,239 +63,129 +64,185 +59,246 +80,241 +79,217 +65,212 +74,242 +71,223 +61,167 +78,148 +75,229 +75,116 +75,182 +72,237 +72,160 +79,169 +67,219 +61,202 +65,168 +79,181 +81,214 +78,216 +59,245 diff --git a/docs/code_description.md b/docs/code_description.md index d93ef077..bd094ce0 100644 --- a/docs/code_description.md +++ b/docs/code_description.md @@ -20,8 +20,10 @@ ### ML Services -- `ml_service/pipelines/build_train_pipeline.py` : builds and publishes an ML training pipeline. -- `ml_service/pipelines/run_train_pipeline.py` : invokes a published ML training pipeline via REST API. +- `ml_service/pipelines/build_train_pipeline.py` : builds and publishes an ML training pipeline. It uses Python on ML Compute. +- `ml_service/pipelines/build_train_pipeline_with_r.py` : builds and publishes an ML training pipeline. It uses R on ML Compute. +- `ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py` : builds and publishes an ML training pipeline. It uses R on Databricks Compute. +- `ml_service/pipelines/run_train_pipeline.py` : invokes a published ML training pipeline (Python on ML Compute) via REST API. - `ml_service/util` : contains common utility functions used to build and publish an ML training pipeline. ### Code @@ -29,6 +31,10 @@ - `code/training/train.py` : a training step of an ML training pipeline. - `code/evaluate/evaluate_model.py` : an evaluating step of an ML training pipeline which registers a new trained model if evaluation shows the new model is more performant than the previous one. - `code/evaluate/register_model.py` : (LEGACY) registers a new trained model if evaluation shows the new model is more performant than the previous one. +- `code/training/R/r_train.r` : training a model with R basing on a sample dataset (weight_data.csv). +- `code/training/R/train_with_r.py` : a python wrapper (ML Pipeline Step) invoking R training script on ML Compute +- `code/training/R/train_with_r_on_databricks.py` : a python wrapper (ML Pipeline Step) invoking R training script on Databricks Compute +- `code/training/R/weight_data.csv` : a sample dataset used by R script (r_train.r) to train a model ### Scoring - code/scoring/score.py : a scoring script which is about to be packed into a Docker Image along with a model while being deployed to QA/Prod environment. diff --git a/docs/getting_started.md b/docs/getting_started.md index ffe175b9..2d041de8 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -33,23 +33,25 @@ Please name your variable group **``devopsforai-aml-vg``** as we are using this The variable group should contain the following variables: -| Variable Name | Suggested Value | -| --------------------------- | ---------------------------- | -| AML_COMPUTE_CLUSTER_CPU_SKU | STANDARD_DS2_V2 | -| AML_COMPUTE_CLUSTER_NAME | train-cluster | -| BASE_NAME | [unique base name] | -| EVALUATE_SCRIPT_PATH | evaluate/evaluate_model.py | -| EXPERIMENT_NAME | mlopspython | -| LOCATION | centralus | -| MODEL_NAME | sklearn_regression_model.pkl | -| REGISTER_SCRIPT_PATH | register/register_model.py | -| SOURCES_DIR_TRAIN | code | -| SP_APP_ID | | -| SP_APP_SECRET | | -| SUBSCRIPTION_ID | | -| TENANT_ID | | -| TRAIN_SCRIPT_PATH | training/train.py | -| TRAINING_PIPELINE_NAME | training-pipeline | +| Variable Name | Suggested Value | +| --------------------------- | -----------------------------------| +| AML_COMPUTE_CLUSTER_CPU_SKU | STANDARD_DS2_V2 | +| AML_COMPUTE_CLUSTER_NAME | train-cluster | +| BASE_NAME | [unique base name] | +| DB_CLUSTER_ID | [Optional Databricks cluster Id] | +| DATABRICKS_COMPUTE_NAME | [Optional Databricks compute name] | +| EVALUATE_SCRIPT_PATH | evaluate/evaluate_model.py | +| EXPERIMENT_NAME | mlopspython | +| LOCATION | centralus | +| MODEL_NAME | sklearn_regression_model.pkl | +| REGISTER_SCRIPT_PATH | register/register_model.py | +| SOURCES_DIR_TRAIN | code | +| SP_APP_ID | | +| SP_APP_SECRET | | +| SUBSCRIPTION_ID | | +| TENANT_ID | | +| TRAIN_SCRIPT_PATH | training/train.py | +| TRAINING_PIPELINE_NAME | training-pipeline | Mark **SP_APP_SECRET** variable as a secret one. @@ -108,6 +110,8 @@ and checkout a published training pipeline in the **mlops-AML-WS** workspace in Great, you now have the build pipeline setup, you can either manually trigger it or it gets automatically triggered everytime there is a change in the master branch. The pipeline performs linting, unit testing, builds and publishes an **ML Training Pipeline** in an **ML Workspace** +**Note:** The building pipeline contains disabled steps to build and publish ML pipelines using R to train a model. Enable these steps if you want to play with this approach. For the pipeline training a model with R on Databricks you have to manually create a Databricks cluster and attach it to the ML Workspace as a compute (Values DB_CLUSTER_ID and DATABRICKS_COMPUTE_NAME variables shoud be specified). + ### 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**, and then click on "Empty Job" on the "Select a template" window that pops to the right: diff --git a/environment_setup/Dockerfile b/environment_setup/Dockerfile index b6b3be6a..5e7b7581 100644 --- a/environment_setup/Dockerfile +++ b/environment_setup/Dockerfile @@ -8,6 +8,7 @@ LABEL org.label-schema.vendor = "Microsoft" \ COPY environment_setup/requirements.txt /setup/ -RUN apt-get update && apt-get install gcc -y && pip install --upgrade -r /setup/requirements.txt +RUN apt-get update && apt-get install gcc -y && pip install --upgrade -r /setup/requirements.txt && \ + conda install -c r r-essentials CMD ["python"] \ No newline at end of file diff --git a/environment_setup/requirements.txt b/environment_setup/requirements.txt index 23880c0c..8a086c4d 100644 --- a/environment_setup/requirements.txt +++ b/environment_setup/requirements.txt @@ -1,5 +1,6 @@ pytest==4.3.0 requests>=2.22 +azureml>=0.2 azureml-sdk>=1.0 python-dotenv>=0.10.3 flake8 diff --git a/ml_service/pipelines/build_train_pipeline_with_r.py b/ml_service/pipelines/build_train_pipeline_with_r.py new file mode 100644 index 00000000..7eae2c98 --- /dev/null +++ b/ml_service/pipelines/build_train_pipeline_with_r.py @@ -0,0 +1,78 @@ +from azureml.pipeline.steps import PythonScriptStep +from azureml.pipeline.core import Pipeline # , PipelineData +from azureml.core.runconfig import RunConfiguration, CondaDependencies +# from azureml.core import Datastore +import os +import sys +from dotenv import load_dotenv +sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 +from workspace import get_workspace +from attach_compute import get_compute + + +def main(): + load_dotenv() + workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" + resource_group = os.environ.get("BASE_NAME")+"-AML-RG" + subscription_id = os.environ.get("SUBSCRIPTION_ID") + tenant_id = os.environ.get("TENANT_ID") + app_id = os.environ.get("SP_APP_ID") + app_secret = os.environ.get("SP_APP_SECRET") + vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") + compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") + build_id = os.environ.get("BUILD_BUILDID") + pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") + + # Get Azure machine learning workspace + aml_workspace = get_workspace( + workspace_name, + resource_group, + subscription_id, + tenant_id, + app_id, + app_secret) + print(aml_workspace) + + # Get Azure machine learning cluster + aml_compute = get_compute( + aml_workspace, + compute_name, + vm_size) + if aml_compute is not None: + print(aml_compute) + + run_config = RunConfiguration(conda_dependencies=CondaDependencies.create( + conda_packages=['numpy', 'pandas', + 'scikit-learn', 'tensorflow', 'keras'], + pip_packages=['azure', 'azureml-core', + 'azure-storage', + 'azure-storage-blob']) + ) + run_config.environment.docker.enabled = True + run_config.environment.docker.base_image = "mcr.microsoft.com/mlops/python" + + train_step = PythonScriptStep( + name="Train Model", + script_name="train_with_r.py", + compute_target=aml_compute, + source_directory="code/training/R", + runconfig=run_config, + allow_reuse=False, + ) + print("Step Train created") + + steps = [train_step] + + train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) + train_pipeline.validate() + published_pipeline = train_pipeline.publish( + name=pipeline_name + "_with_R", + description="Model training/retraining pipeline", + version=build_id + ) + print(f'Published pipeline: {published_pipeline.name}') + print(f'for build {published_pipeline.version}') + + +if __name__ == '__main__': + main() diff --git a/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py b/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py new file mode 100644 index 00000000..95de9e55 --- /dev/null +++ b/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py @@ -0,0 +1,70 @@ +from azureml.pipeline.core import Pipeline +import os +import sys +from dotenv import load_dotenv +sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 +from workspace import get_workspace +from attach_compute import get_compute +from azureml.pipeline.steps import DatabricksStep + + +def main(): + load_dotenv() + workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" + resource_group = os.environ.get("BASE_NAME")+"-AML-RG" + subscription_id = os.environ.get("SUBSCRIPTION_ID") + tenant_id = os.environ.get("TENANT_ID") + app_id = os.environ.get("SP_APP_ID") + app_secret = os.environ.get("SP_APP_SECRET") + vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") + compute_name = os.environ.get("DATABRICKS_COMPUTE_NAME") + db_cluster_id = os.environ.get("DB_CLUSTER_ID") + build_id = os.environ.get("BUILD_BUILDID") + pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") + + # Get Azure machine learning workspace + aml_workspace = get_workspace( + workspace_name, + resource_group, + subscription_id, + tenant_id, + app_id, + app_secret) + print(aml_workspace) + + # Get Azure machine learning cluster + aml_compute = get_compute( + aml_workspace, + compute_name, + vm_size) + if aml_compute is not None: + print(aml_compute) + + train_step = DatabricksStep( + name="DBPythonInLocalMachine", + num_workers=1, + python_script_name="train_with_r_on_databricks.py", + source_directory="code/training/R", + run_name='DB_Python_R_demo', + existing_cluster_id=db_cluster_id, + compute_target=aml_compute, + allow_reuse=False + ) + + print("Step Train created") + + steps = [train_step] + + train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) + train_pipeline.validate() + published_pipeline = train_pipeline.publish( + name=pipeline_name + "_with_R_on_DB", + description="Model training/retraining pipeline", + version=build_id + ) + print(f'Published pipeline: {published_pipeline.name}') + print(f'for build {published_pipeline.version}') + + +if __name__ == '__main__': + main() From a45b96beddec4f87770b0ae3b05f1776a9a282b8 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Tue, 15 Oct 2019 10:18:11 -0700 Subject: [PATCH 008/129] Update Badge, Pipeline filters (#81) * Update current build badge * Only trigger Dockerfile change * Include iac pr filter --- README.md | 2 +- environment_setup/docker-image-pipeline.yml | 2 +- environment_setup/iac-create-environment.yml | 7 +++++++ 3 files changed, 9 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bb202690..264643ea 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ description: "Code which demonstrates how to set up and operationalize an MLOps # MLOps with Azure ML -[![Build Status](https://dev.azure.com/customai/DevopsForAI-AML/_apis/build/status/Microsoft.MLOpsPython?branchName=master)](https://dev.azure.com/customai/DevopsForAI-AML/_build/latest?definitionId=25&branchName=master) +[![Build Status](https://dev.azure.com/customai/DevopsForAI-AML/_apis/build/status/Build%20%26%20Train?branchName=master)](https://dev.azure.com/customai/DevopsForAI-AML/_build/latest?definitionId=34&branchName=master) MLOps will help you to understand how to build the Continuous Integration and Continuous Delivery pipeline for a ML/AI project. We will be using the Azure DevOps Project for build and release/deployment pipelines along with Azure ML services for model retraining pipeline, model management and operationalization. diff --git a/environment_setup/docker-image-pipeline.yml b/environment_setup/docker-image-pipeline.yml index a97f8207..633caf1f 100644 --- a/environment_setup/docker-image-pipeline.yml +++ b/environment_setup/docker-image-pipeline.yml @@ -11,7 +11,7 @@ trigger: paths: include: - - environment_setup/* + - environment_setup/Dockerfile variables: containerRegistry: $[coalesce(variables['acrServiceConnection'], 'acrconnection')] diff --git a/environment_setup/iac-create-environment.yml b/environment_setup/iac-create-environment.yml index 4a930c50..2dd00694 100644 --- a/environment_setup/iac-create-environment.yml +++ b/environment_setup/iac-create-environment.yml @@ -5,6 +5,13 @@ trigger: paths: include: - environment_setup/arm-templates/* +pr: + branches: + include: + - master + paths: + include: + - environment_setup/arm-templates/* pool: vmImage: 'ubuntu-latest' From b729b68db4121ae6c9b0cb34fb83f7ac4163f13b Mon Sep 17 00:00:00 2001 From: Stephanie Marker Date: Tue, 22 Oct 2019 14:05:13 -0400 Subject: [PATCH 009/129] Update getting started docs. (#82) --- docs/getting_started.md | 287 +++++++++++++----- ... => automate_invoke_training_pipeline.png} | Bin 2 files changed, 206 insertions(+), 81 deletions(-) rename docs/images/{automate_infoke_training_pipeline.png => automate_invoke_training_pipeline.png} (100%) diff --git a/docs/getting_started.md b/docs/getting_started.md index 2d041de8..a8d10a3c 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -1,35 +1,51 @@ -## Getting Started with this Repo +# Getting Started with this Repo -### 1. Get the source code -- Either clone the repository to your workspace and create your own repo with the code in GitHub. -- An easier way is to just fork the project, so you have the repository under your username on GitHub itself. +## Clone or fork this repository +## Create an Azure DevOps account -### 2. Create Azure DevOps account -We use Azure DevOps for running our build(CI), retraining trigger and release (CD) pipelines. If you don't already have Azure DevOps account, create one by following the instructions [here](https://docs.microsoft.com/en-us/azure/devops/organizations/accounts/create-organization?view=azure-devops) +We use Azure DevOps for running our build(CI), retraining trigger and release +(CD) pipelines. If you don't already have an Azure DevOps account, create one by +following the instructions [here](https://docs.microsoft.com/en-us/azure/devops/organizations/accounts/create-organization?view=azure-devops). If you already have Azure DevOps account, create a [new project](https://docs.microsoft.com/en-us/azure/devops/organizations/projects/create-project?view=azure-devops). +## Create a Service Principal to login to Azure -### 3. Create Service Principal to Login to Azure +To create service principal, register an application entity in Azure Active +Directory (Azure AD) and grant it the Contributor or Owner role of the +subscription or the resource group where the web service belongs to. See +[how to create service principal](https://docs.microsoft.com/en-us/azure/active-directory/develop/howto-create-service-principal-portal) and assign permissions to manage Azure +resource. -To create service principal, register an application entity in Azure Active Directory (Azure AD) and grant it the Contributor or Owner role of the subscription or the resource group where the web service belongs to. See [how to create service principal](https://docs.microsoft.com/en-us/azure/active-directory/develop/howto-create-service-principal-portal) and assign permissions to manage Azure resource. -Please make note of the following values after creating a service principal, we will need them in subsequent steps -- Application (client) ID -- Directory (tenant) ID -- Application Secret +Please make note of the following values after creating a service principal, we +will need them in subsequent steps: +* Application (client) ID +* Directory (tenant) ID +* Application Secret -**Note:** You must have sufficient permissions to register an application with your Azure AD tenant, and assign the application to a role in your Azure subscription. Contact your subscription administrator if you don't have the permissions. Normally a subscription admin can create a Service principal and can provide you the details. +**Note:** You must have sufficient permissions to register an application with +your Azure AD tenant, and assign the application to a role in your Azure +subscription. Contact your subscription administrator if you don't have the +permissions. Normally a subscription admin can create a Service principal and +can provide you the details. +## Create a Variable Group for your Pipelines -### 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. Click on **Library** in the **Pipelines** section as indicated below: +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. + +Please name your variable group **``devopsforai-aml-vg``** as we are using this +name within our build yaml file. The variable group should contain the following variables: @@ -55,29 +71,56 @@ The variable group should contain the following variables: Mark **SP_APP_SECRET** variable as a secret one. -**Note:** The BASE_NAME parameter is used throughout the solution for naming Azure resources. When the solution is used in a shared subscription, there can be naming collisions with resources that require unique names like azure blob storage and registry DNS naming. Make sure to give a unique value to the BASE_NAME variable (e.g. MyUniqueML), so that the created resources will have unique names (e.g. MyUniqueML-AML-RG, MyUniqueML-AML-WS, etc.). The length of the BASE_NAME value should not exceed 10 characters. +**Note:** The **BASE_NAME** parameter is used throughout the solution for naming +Azure resources. When the solution is used in a shared subscription, there can +be naming collisions with resources that require unique names like azure blob +storage and registry DNS naming. Make sure to give a unique value to the +BASE_NAME variable (e.g. MyUniqueML), so that the created resources will have +unique names (e.g. MyUniqueML-AML-RG, MyUniqueML-AML-WS, etc.). The length of +the BASE_NAME value should not exceed 10 characters. + +Make sure to select the **Allow access to all pipelines** checkbox in the +variable group configuration. + +Up until now you should have: + +* Forked (or cloned) the repo +* Created a devops account or use an existing one +* Got service principal details and subscription id +* A variable group with all configuration values + +## Create Resources with Azure Pipelines -Make sure to select the **Allow access to all pipelines** checkbox in the variable group configuration. +The easiest way to create all required resources (Resource Group, ML Workspace, +Container Registry, Storage Account, etc.) is to leverage an +"Infrastructure as Code" [pipeline in this repository](../environment_setup/iac-create-environment.yml). This **IaC** pipeline takes care of setting up +all required resources based on these [ARM templates](../environment_setup/arm-templates/cloud-environment.json). -Up until now you should have: -- Forked (or cloned) the repo -- Created a devops account or use an existing one -- Got service principal details and subscription id -- A variable group with all configuration values +To set up this pipeline, you will need to do the following steps: -### 5. Create resources +1. Create an Azure Resource Manager Service Connection +1. Create a Build IaC Pipeline -The easiest way to create all required resources (Resource Group, ML Workspace, Container Registry, Storage Account, etc.) is to leverage an "Infrastructure as Code" [pipeline coming in this repository](../environment_setup/iac-create-environment.yml). This **IaC** pipeline takes care of all required resources basing on these [ARM templates](../environment_setup/arm-templates/cloud-environment.json). The pipeline requires an **Azure Resource Manager** service connection: +### Create an Azure Resource Manager Service Connection + +The pipeline requires an **Azure Resource Manager** +[service connection](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml#create-a-service-connection). +Given this service connection, you will be able to run the IaC pipeline +and have the required permissions to generate resources. ![create service connection](./images/create-rm-service-connection.png) -Give the connection name **``AzureResourceConnection``** as it is referred by the pipeline definition. Leave the **``Resource Group``** field empty. +Use **``AzureResourceConnection``** as the connection name, since it is used +in the IaC pipeline definition. Leave the **``Resource Group``** field empty. + +### Create a Build IaC Pipeline -In your DevOps project create a build pipeline from your forked **GitHub** repository: +In your DevOps project, create a build pipeline from your forked **GitHub** +repository: ![build connnect step](./images/build-connect.png) -Refer to an **Existing Azure Pipelines YAML file**: +Then, refer to an **Existing Azure Pipelines YAML file**: ![configure step](./images/select-iac-pipeline.png) @@ -89,44 +132,79 @@ Check out created resources in the [Azure Portal](portal.azure.com): ![created resources](./images/created-resources.png) -Alternatively, you can also use a [cleaning pipeline](../environment_setup/iac-remove-environment.yml) that removes resources created for this project or you can just delete a resource group in the [Azure Portal](portal.azure.com). +Alternatively, you can also use a [cleaning pipeline](../environment_setup/iac-remove-environment.yml) that removes resources created for this project or +you can just delete a resource group in the [Azure Portal](portal.azure.com). + +Once this resource group is created, be sure that the Service Principal you have +created has access to this resource group. -Once this resource group is created, be sure that the Service Principal you have created has access to this resource group. +## Set up Build, Release Trigger, and Release Deployment Pipelines -### 6. Set up Build Pipeline +Now that you have all the required resources created from the IaC pipeline, +you can set up the rest of the pipelines necessary for deploying your ML model +to production. These are the pipelines that you will be setting up: -In your [Azure DevOps](https://dev.azure.com) project create and run a new build pipeline refereing to [azdo-ci-build-train.yml](../.pipelines/azdo-ci-build-train.yml) pipeline in your forked **GitHub** repository: +1. **Build pipeline:** triggered on code change to master branch on GitHub, +performs linting, unit testing and publishing a training pipeline. +1. **Release Trigger pipeline:** runs a published training pipeline to train, +evaluate and register a model. +1. **Release Deployment pipeline:** deploys a model to QA (ACI) and Prod (AKS) +environments. + +### Set up a Build Training Pipeline + +In your [Azure DevOps](https://dev.azure.com) project create and run a new build +pipeline referring to the [azdo-ci-build-train.yml](../.pipelines/azdo-ci-build-train.yml) +pipeline in your forked **GitHub** repository: ![configure ci build pipeline](./images/ci-build-pipeline-configure.png) -Name the pipeline **ci-build**. Once the pipline is finished, explore the execution logs: +Name the pipeline **ci-build**. Once the pipline is finished, explore the +execution logs: ![ci build logs](./images/ci-build-logs.png) -and checkout a published training pipeline in the **mlops-AML-WS** workspace in [Azure Portal](https://ms.portal.azure.com/): +and checkout a published training pipeline in the **mlops-AML-WS** workspace in +[Azure Portal](https://ms.portal.azure.com/): ![training pipeline](./images/training-pipeline.png) +Great, you now have the build pipeline set up which can either be manually +triggered or automatically triggered every time there's a change in the master +branch. The pipeline performs linting, unit testing, and builds and publishes an +**ML Training Pipeline** in a **ML Workspace**. -Great, you now have the build pipeline setup, you can either manually trigger it or it gets automatically triggered everytime there is a change in the master branch. The pipeline performs linting, unit testing, builds and publishes an **ML Training Pipeline** in an **ML Workspace** - -**Note:** The building pipeline contains disabled steps to build and publish ML pipelines using R to train a model. Enable these steps if you want to play with this approach. For the pipeline training a model with R on Databricks you have to manually create a Databricks cluster and attach it to the ML Workspace as a compute (Values DB_CLUSTER_ID and DATABRICKS_COMPUTE_NAME variables shoud be specified). +**Note:** The build pipeline contains disabled steps to build and publish ML +pipelines using R to train a model. Enable these steps if you want to play with +this approach. For the pipeline training a model with R on Databricks you have +to manually create a Databricks cluster and attach it to the ML Workspace as a +compute (Values DB_CLUSTER_ID and DATABRICKS_COMPUTE_NAME variables shoud be +specified). -### 7. Train the Model +### Set up a Release Trigger Pipeline to 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**, and then click on "Empty Job" on the "Select a template" window that pops to the right: +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) -An artifact of this pipeline will be the result of the build pipeline **ci-buid**: +Next, click on "Add an artifact". We will select the artifact of this pipeline +to be the result of the build pipeline **ci-build**: ![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, choose "Release" as a variable group scope, and click on "Link": +After that, 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) -Rename the default "Stage 1" to **Invoke Training Pipeline** and make sure that the **Agent Specification** is **ubuntu-16.04** under the Agent Job: +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) @@ -145,54 +223,85 @@ 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 : +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) +![automate_invoke_training_pipeline](./images/automate_invoke_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: +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) -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: +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) -The training pipeline will train, evaluate and register a new model. Wait until it is fininshed and make sure there is a new model in the **ML Workspace**: +The training pipeline will train, evaluate, and register a new model. Wait until +it is finished and make sure there is a new model in the **ML Workspace**: ![trained model](./images/trained-model.png) Good! Now we have a trained model. -### 8. Deploy the Model +### Set up a Release Deployment Pipeline to 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 should 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) +The pipeline consumes two artifacts: -This pipeline leverages the **Azure Machine Learning** extension that should be installed in your organization from the [marketplace](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.vss-services-azureml). +1. the result of the **Build Pipeline** as it contains configuration files +1. the **model** trained and registered by the ML training pipeline -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. +Create a new release pipeline and add the **\_ci-build** artifact using the +same process as what we did in the previous step. -Add the **\_ci-build** artifact using the same process as what we did in the previous step. +Install the **Azure Machine Learning** extension to your organization from the +[marketplace](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.vss-services-azureml), +so that you can set up a service connection to your AML 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: +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: -**Note:** Creating service connection using Azure Machine Learning extension requires 'Owner' or 'User Access Administrator' permissions on the Workspace. +**Note:** Creating service connection using Azure Machine Learning extension +requires 'Owner' or 'User Access Administrator' permissions on the Workspace. ![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. **Service Endpoint** refers to the **Service connection** created in the previous step: +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) -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: +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) Specify task parameters as it is shown in the table below: - | Parameter | Value | | ----------------------------- | ---------------------------------------------------------------------------------------------------- | | Display Name | Azure ML Model Deploy | @@ -203,8 +312,9 @@ Specify task parameters as it is shown in the table below: | Deployment Configuration file | `$(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/code/scoring/deployment_config_aci.yml` | | 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**. Make sure that the Agent Specification is ubuntu-16.04 under the Agent Job: +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) @@ -221,21 +331,42 @@ 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: +**Note:** Creating of a Kubernetes cluster on AKS is out of scope of this +tutorial, but you can find set up information in the docs +[here](https://docs.microsoft.com/en-us/azure/aks/kubernetes-walkthrough-portal#create-an-aks-cluster). + +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. +Congratulations! You have three pipelines set up end to end: + +* **Build pipeline:** triggered on code change to master branch on GitHub, +performs linting, unit testing and publishing a training pipeline. +* **Release Trigger pipeline:** runs a published training pipeline to train, +evaluate and register a model. +* **Release Deployment pipeline:** deploys a model to QA (ACI) and Prod (AKS) +environments. -**Deploy trained model to Azure Web App for containers** +## Deploy the trained model to Azure Web App for containers -Note: This is an optional step and can be used only if you are deploying your scoring service on Azure Web Apps. +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. The 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) +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). For the bash script task to invoke the [Create Image Script](../ml_service/util/create_scoring_image.py), specify the following task parameters: @@ -244,11 +375,10 @@ For the bash script task to invoke the [Create Image Script](../ml_service/util/ | Display Name | Create Scoring Image | | Script | python3 $(System.DefaultWorkingDirectory)/\_MLOpsPythonRepo/ml_service/util/create_scoring_image.py | -Finally ![release_createimage](./images/release-task-createimage.PNG) -Finally for the Azure WebApp on Container Task, specify the following 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 | | ------------------ | --------------------------------------------------------------------------------------------------- | @@ -258,13 +388,8 @@ 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, 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. - - - -Congratulations! You have three pipelines set up end to end: - - Build pipeline: triggered on code change to master branch on GitHub, performs linting, unit testing and publishing a training pipeline - - Release Trigger pipeline: runs a published training pipeline to train, evaluate and register a model - - Release Deployment pipeline: deploys a model to QA (ACI) and Prod (AKS) environments - +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. diff --git a/docs/images/automate_infoke_training_pipeline.png b/docs/images/automate_invoke_training_pipeline.png similarity index 100% rename from docs/images/automate_infoke_training_pipeline.png rename to docs/images/automate_invoke_training_pipeline.png From eb896542eca1198340acc4a6c1494cf3d637f44f Mon Sep 17 00:00:00 2001 From: Alla-Abdella Date: Fri, 8 Nov 2019 16:30:00 -0500 Subject: [PATCH 010/129] enable App_Insight (#86) --- code/scoring/deployment_config_aks.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/code/scoring/deployment_config_aks.yml b/code/scoring/deployment_config_aks.yml index 5cc78847..1299dc9d 100644 --- a/code/scoring/deployment_config_aks.yml +++ b/code/scoring/deployment_config_aks.yml @@ -9,8 +9,8 @@ authEnabled: True containerResourceRequirements: cpu: 1 memoryInGB: 4 -appInsightsEnabled: False +appInsightsEnabled: True scoringTimeoutMs: 5000 maxConcurrentRequestsPerContainer: 2 maxQueueWaitMs: 5000 -sslEnabled: True \ No newline at end of file +sslEnabled: True From fcc6fde1fef1ed0cf39f352d556ea3070141014c Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 11 Nov 2019 11:35:13 -0800 Subject: [PATCH 011/129] update conda dependencies (#93) * update dependencies * cleanup spaces --- code/scoring/conda_dependencies.yml | 36 ++++++++--------------------- 1 file changed, 9 insertions(+), 27 deletions(-) diff --git a/code/scoring/conda_dependencies.yml b/code/scoring/conda_dependencies.yml index f13c3c3d..60c8dd92 100644 --- a/code/scoring/conda_dependencies.yml +++ b/code/scoring/conda_dependencies.yml @@ -1,54 +1,36 @@ # Conda environment specification. The dependencies defined in this file will - # be automatically provisioned for managed runs. These include runs against - # the localdocker, remotedocker, and cluster compute targets. - # Note that this file is NOT used to automatically manage dependencies for the - # local compute target. To provision these dependencies locally, run: - # conda env update --file conda_dependencies.yml - # Details about the Conda environment file format: - # https://conda.io/docs/using/envs.html#create-environment-file-by-hand - # For managing Spark packages and configuration, see spark_dependencies.yml. - - # Version of this configuration file's structure and semantics in AzureML. - # This directive is stored in a comment to preserve the Conda file structure. - # [AzureMlVersion] = 2 - name: project_environment dependencies: # The python interpreter version. - # Currently Azure ML Workbench only supports 3.5.2 and later. - -- python=3.6.2 +- python=3.7.5 # Required by azureml-defaults, installed separately through Conda to - # get a prebuilt version and not require build tools for the install. - -- psutil=5.3 +- psutil=5.6 #latest - pip: # Required packages for AzureML execution, history, and data preparation. - - azureml-sdk[notebooks] # add the version to lock it ==0.1.74 - - scipy==1.0.0 + - azureml-sdk==1.0.72 + - scipy==1.3.1 - scikit-learn==0.21.3 - - pandas==0.23.1 - - numpy==1.14.5 - - joblib==0.13.2 - - gunicorn==19.9.0 + - pandas==0.25.3 + - numpy==1.17.3 + - joblib==0.14.0 + - gunicorn==19.9.0 - flask==1.1.1 - - azure-ml-api-sdk - + \ No newline at end of file From d5864f33ff16ef660fa0b63373a0e39904dc0ef5 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 11 Nov 2019 16:48:57 -0800 Subject: [PATCH 012/129] Upgrade build train CI pipeline to multi-stage (#90) * add staged pipeline * remove release id * remove train in release pipeline * revert to BASE_NAME vars * Move train trigger to new stage * cleanup register comments * add conditional for triggering train pipe * update doc steps * string vs boolean * var to boolean * set to false * try with true * cleanup images * Use Coalesce so override works * add back build artifacts * address feedback * include code/scoring path for ci --- .pipelines/azdo-ci-build-train.yml | 117 ++++++++++-------- docs/getting_started.md | 78 +----------- docs/images/agent-specification.png | Bin 59869 -> 0 bytes docs/images/artifact-invoke-pipeline.png | Bin 66759 -> 0 bytes .../automate_invoke_training_pipeline.png | Bin 142406 -> 0 bytes docs/images/create-release.png | Bin 64802 -> 0 bytes docs/images/invoke-training-pipeline.png | Bin 56762 -> 0 bytes docs/images/retrain-pipeline-vg.png | Bin 27967 -> 0 bytes docs/images/run_training_pipeline_task.png | Bin 190445 -> 0 bytes ml_service/pipelines/build_train_pipeline.py | 21 ---- ml_service/pipelines/run_train_pipeline.py | 3 +- 11 files changed, 68 insertions(+), 151 deletions(-) delete mode 100644 docs/images/agent-specification.png delete mode 100644 docs/images/artifact-invoke-pipeline.png delete mode 100644 docs/images/automate_invoke_training_pipeline.png delete mode 100644 docs/images/create-release.png delete mode 100644 docs/images/invoke-training-pipeline.png delete mode 100644 docs/images/retrain-pipeline-vg.png delete mode 100644 docs/images/run_training_pipeline_task.png diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index efecb7f8..c2453d4d 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -3,62 +3,69 @@ trigger: branches: include: - master - -pool: - vmImage: 'ubuntu-latest' - -container: mcr.microsoft.com/mlops/python:latest - + paths: + exclude: + - docs/ + - environment_setup/ + - charts/ + - ml_service/util/create_scoring_image.py variables: - group: devopsforai-aml-vg +# Choose from default, build_train_pipeline_with_r.py, or build_train_pipeline_with_r_on_dbricks.py +- name: build-train-script + value: 'build_train_pipeline.py' +# Automatically triggers the train, evaluate, register pipeline after the CI steps. +# Uncomment to set to false or add same variable name at queue time with value of false to disable. +# - name: auto-trigger-training +# value: false - -steps: - -- template: azdo-base-pipeline.yml - -- bash: | - # Invoke the Python building and publishing a training pipeline with Python on ML Compute - python3 $(Build.SourcesDirectory)/ml_service/pipelines/build_train_pipeline.py - failOnStderr: 'false' - env: - SP_APP_SECRET: '$(SP_APP_SECRET)' - displayName: 'Publish Azure Machine Learning Pipeline. Python on ML' - enabled: 'true' - -- bash: | - # Invoke the Python building and publishing a training pipeline with R on ML Compute - python3 $(Build.SourcesDirectory)/ml_service/pipelines/build_train_pipeline_with_r.py - failOnStderr: 'false' - env: - SP_APP_SECRET: '$(SP_APP_SECRET)' - displayName: 'Publish Azure Machine Learning Pipeline. R on ML Compute' - enabled: 'false' - -- bash: | - # Invoke the Python building and publishing a training pipeline with R on DataBricks - python3 $(Build.SourcesDirectory)/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py - failOnStderr: 'false' - env: - SP_APP_SECRET: '$(SP_APP_SECRET)' - displayName: 'Publish Azure Machine Learning Pipeline. R on DataBricks' - enabled: 'false' - -- task: CopyFiles@2 - displayName: 'Copy Files to: $(Build.ArtifactStagingDirectory)' - inputs: - SourceFolder: '$(Build.SourcesDirectory)' - TargetFolder: '$(Build.ArtifactStagingDirectory)' - Contents: | - ml_service/pipelines/?(run_train_pipeline.py|*.json) - code/scoring/** - - -- task: PublishBuildArtifacts@1 - displayName: 'Publish Artifact' - inputs: - ArtifactName: 'mlops-pipelines' - publishLocation: 'container' - pathtoPublish: '$(Build.ArtifactStagingDirectory)' - TargetPath: '$(Build.ArtifactStagingDirectory)' \ No newline at end of file +stages: +- stage: 'Model_CI' + displayName: 'Model CI' + jobs: + - job: "Model_CI_Pipeline" + displayName: "Model CI Pipeline" + pool: + vmImage: 'ubuntu-latest' + container: mcr.microsoft.com/mlops/python:latest + timeoutInMinutes: 0 + steps: + - template: azdo-base-pipeline.yml + - script: | + # Invoke the Python building and publishing a training pipeline + python3 $(Build.SourcesDirectory)/ml_service/pipelines/$(build-train-script) + failOnStderr: 'false' + env: + SP_APP_SECRET: '$(SP_APP_SECRET)' + displayName: 'Publish Azure Machine Learning Pipeline' +- stage: 'Trigger_AML_Pipeline' + displayName: 'Train, evaluate, register model via previously published AML pipeline' + jobs: + - job: "Invoke_Model_Pipeline" + condition: and(succeeded(), eq(coalesce(variables['auto-trigger-training'], 'true'), 'true')) + displayName: "Invoke Model Pipeline and evaluate results to register" + pool: + vmImage: 'ubuntu-latest' + container: mcr.microsoft.com/mlops/python:latest + timeoutInMinutes: 0 + steps: + - script: | + python $(Build.SourcesDirectory)/ml_service/pipelines/run_train_pipeline.py + displayName: 'Trigger Training Pipeline' + env: + SP_APP_SECRET: '$(SP_APP_SECRET)' + - task: CopyFiles@2 + displayName: 'Copy Files to: $(Build.ArtifactStagingDirectory)' + inputs: + SourceFolder: '$(Build.SourcesDirectory)' + TargetFolder: '$(Build.ArtifactStagingDirectory)' + Contents: | + code/scoring/** + - task: PublishBuildArtifacts@1 + displayName: 'Publish Artifact' + inputs: + ArtifactName: 'mlops-pipelines' + publishLocation: 'container' + pathtoPublish: '$(Build.ArtifactStagingDirectory)' + TargetPath: '$(Build.ArtifactStagingDirectory)' \ No newline at end of file diff --git a/docs/getting_started.md b/docs/getting_started.md index a8d10a3c..d39be2e8 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -145,9 +145,7 @@ you can set up the rest of the pipelines necessary for deploying your ML model to production. These are the pipelines that you will be setting up: 1. **Build pipeline:** triggered on code change to master branch on GitHub, -performs linting, unit testing and publishing a training pipeline. -1. **Release Trigger pipeline:** runs a published training pipeline to train, -evaluate and register a model. +performs linting, unit testing, publishing a training pipeline, and runs the published training pipeline to train, evaluate, and register a model. 1. **Release Deployment pipeline:** deploys a model to QA (ACI) and Prod (AKS) environments. @@ -169,80 +167,17 @@ and checkout a published training pipeline in the **mlops-AML-WS** workspace in ![training pipeline](./images/training-pipeline.png) -Great, you now have the build pipeline set up which can either be manually -triggered or automatically triggered every time there's a change in the master -branch. The pipeline performs linting, unit testing, and builds and publishes an +Great, you now have the build pipeline set up which automatically triggers every time there's a change in the master +branch. The pipeline performs linting, unit testing, builds and publishes and executes a **ML Training Pipeline** in a **ML Workspace**. **Note:** The build pipeline contains disabled steps to build and publish ML pipelines using R to train a model. Enable these steps if you want to play with -this approach. For the pipeline training a model with R on Databricks you have +this approach by changing the `build-train-script` pipeline variable to either `build_train_pipeline_with_r.py`, or `build_train_pipeline_with_r_on_dbricks.py`. For the pipeline training a model with R on Databricks you have to manually create a Databricks cluster and attach it to the ML Workspace as a compute (Values DB_CLUSTER_ID and DATABRICKS_COMPUTE_NAME variables shoud be specified). -### Set up a Release Trigger Pipeline to 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**, 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) - -Next, click on "Add an artifact". We will select the artifact of this pipeline -to be the result of the build pipeline **ci-build**: - -![artifact invoke pipeline](./images/artifact-invoke-pipeline.png) - -After that, 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) - -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) - -Add a **Command Line Script** step, rename it to **Run Training Pipeline** with the following script: - -```bash -docker run -v $(System.DefaultWorkingDirectory)/_ci-build/mlops-pipelines/ml_service/pipelines:/pipelines \ - -w=/pipelines -e MODEL_NAME=$MODEL_NAME -e EXPERIMENT_NAME=$EXPERIMENT_NAME \ - -e TENANT_ID=$TENANT_ID -e SP_APP_ID=$SP_APP_ID -e SP_APP_SECRET=$(SP_APP_SECRET) \ - -e SUBSCRIPTION_ID=$SUBSCRIPTION_ID -e RELEASE_RELEASEID=$RELEASE_RELEASEID \ - -e BUILD_BUILDID=$BUILD_BUILDID -e BASE_NAME=$BASE_NAME \ -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_invoke_training_pipeline](./images/automate_invoke_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) - -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) The training pipeline will train, evaluate, and register a new model. Wait until @@ -250,7 +185,7 @@ it is finished and make sure there is a new model in the **ML Workspace**: ![trained model](./images/trained-model.png) -Good! Now we have a trained model. +To disable the automatic trigger of the training pipeline, change the `auto-trigger-training` variable as listed in the `.pipelines\azdo-ci-build-train.yml` pipeline to `false`. This can also be overridden at runtime execution of the pipeline. ### Set up a Release Deployment Pipeline to Deploy the Model @@ -268,9 +203,6 @@ The pipeline consumes two artifacts: 1. the result of the **Build Pipeline** as it contains configuration files 1. the **model** trained and registered by the ML training pipeline -Create a new release pipeline and add the **\_ci-build** artifact using the -same process as what we did in the previous step. - Install the **Azure Machine Learning** extension to your organization from the [marketplace](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.vss-services-azureml), so that you can set up a service connection to your AML workspace. diff --git a/docs/images/agent-specification.png b/docs/images/agent-specification.png deleted file mode 100644 index c71c3b684426326f3d51deceb52e979c781767cd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 59869 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os.environ.get("EVALUATE_SCRIPT_PATH") - # register_script_path = os.environ.get("REGISTER_SCRIPT_PATH") vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") model_name = os.environ.get("MODEL_NAME") @@ -90,27 +89,7 @@ def main(): ) print("Step Evaluate created") - # Currently, the Evaluate step will automatically register - # the model if it performs better. This step is based on a - # previous version of the repo which utilized JSON files to - # track evaluation results. - - # register_model_step = PythonScriptStep( - # name="Register New Trained Model", - # script_name=register_script_path, - # compute_target=aml_compute, - # source_directory=sources_directory_train, - # arguments=[ - # "--release_id", release_id, - # "--model_name", model_name, - # ], - # runconfig=run_config, - # allow_reuse=False, - # ) - # print("Step register model created") - evaluate_step.run_after(train_step) - # register_model_step.run_after(evaluate_step) steps = [evaluate_step] train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index 11252a88..1d942a8c 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -15,7 +15,6 @@ def main(): model_name = os.environ.get("MODEL_NAME") app_id = os.environ.get('SP_APP_ID') app_secret = os.environ.get('SP_APP_SECRET') - release_id = os.environ.get('RELEASE_RELEASEID') build_id = os.environ.get('BUILD_BUILDID') service_principal = ServicePrincipalAuthentication( @@ -47,7 +46,7 @@ def main(): else: published_pipeline = matched_pipes[0] - pipeline_parameters = {"model_name": model_name, "release_id": release_id} + pipeline_parameters = {"model_name": model_name} response = published_pipeline.submit( aml_workspace, From 5372bb052f07ad581baa21b76a586b2c096465c0 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 15 Nov 2019 15:14:17 -0800 Subject: [PATCH 013/129] Update conda_dependencies (#95) Adds back old PyPi package to fix the crash loop container for ACI/AKS deployments. --- code/scoring/conda_dependencies.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/code/scoring/conda_dependencies.yml b/code/scoring/conda_dependencies.yml index 60c8dd92..41a05694 100644 --- a/code/scoring/conda_dependencies.yml +++ b/code/scoring/conda_dependencies.yml @@ -25,7 +25,8 @@ dependencies: - pip: # Required packages for AzureML execution, history, and data preparation. - - azureml-sdk==1.0.72 + - azureml-model-management-sdk==1.0.1b6.post1 + - azureml-sdk==1.0.74 - scipy==1.3.1 - scikit-learn==0.21.3 - pandas==0.25.3 @@ -33,4 +34,4 @@ dependencies: - joblib==0.14.0 - gunicorn==19.9.0 - flask==1.1.1 - \ No newline at end of file + From 1eb4a42525878291cba9e987b0b10032e0758c2e Mon Sep 17 00:00:00 2001 From: Dariusz Parys Date: Wed, 20 Nov 2019 18:22:26 +0100 Subject: [PATCH 014/129] cleaner variables (#99) --- .env.example | 35 ++--- .gitignore | 1 + .pipelines/azdo-ci-build-train.yml | 11 +- .pipelines/azdo-pr-build-train.yml | 1 + .pipelines/azdo-variables.yml | 40 ++++++ docs/getting_started.md | 37 ++--- .../arm-templates/cloud-environment.json | 29 +++- environment_setup/iac-create-environment.yml | 4 +- environment_setup/iac-remove-environment.yml | 2 +- ml_service/pipelines/build_train_pipeline.py | 51 +++---- .../pipelines/build_train_pipeline_with_r.py | 35 ++--- .../build_train_pipeline_with_r_on_dbricks.py | 38 ++---- ml_service/pipelines/run_train_pipeline.py | 40 +++--- ml_service/util/attach_compute.py | 15 +-- ml_service/util/create_scoring_image.py | 31 ++--- ml_service/util/env_variables.py | 127 ++++++++++++++++++ ml_service/util/register_model.py | 38 ++---- tests/unit/code_test.py | 14 +- 18 files changed, 328 insertions(+), 221 deletions(-) create mode 100644 .pipelines/azdo-variables.yml create mode 100644 ml_service/util/env_variables.py diff --git a/.env.example b/.env.example index 2f62dad7..ea1338ae 100644 --- a/.env.example +++ b/.env.example @@ -1,52 +1,39 @@ # Azure Subscription Variables SUBSCRIPTION_ID = '' -LOCATION = '' +LOCATION = 'westeurope' TENANT_ID = '' BASE_NAME = '' SP_APP_ID = '' SP_APP_SECRET = '' +RESOUCE_GROUP = 'mlops-rg' # Mock build/release ID for local testing - update ReleaseID each "release" BUILD_BUILDID = '001' RELEASE_RELEASEID = '001' # Azure ML Workspace Variables +WORKSPACE_NAME = '' EXPERIMENT_NAME = '' -SCRIPT_FOLDER = './' # AML Compute Cluster Config -AML_COMPUTE_CLUSTER_NAME = '' -AML_COMPUTE_CLUSTER_CPU_SKU = '' -AML_CLUSTER_MAX_NODES = '' -AML_CLUSTER_MIN_NODES = '' +AML_COMPUTE_CLUSTER_NAME = 'train-cluster' +AML_COMPUTE_CLUSTER_CPU_SKU = 'STANDARD_DS2_V2' +AML_CLUSTER_MAX_NODES = '4' +AML_CLUSTER_MIN_NODES = '0' AML_CLUSTER_PRIORITY = 'lowpriority' # Training Config MODEL_NAME = 'sklearn_regression_model.pkl' MODEL_VERSION = '1' TRAIN_SCRIPT_PATH = 'training/train.py' # AML Pipeline Config -TRAINING_PIPELINE_NAME = '' -PIPELINE_CONDA_PATH = 'aml_config/conda_dependencies.yml' +TRAINING_PIPELINE_NAME = 'Training Pipeline' MODEL_PATH = '' EVALUATE_SCRIPT_PATH = 'evaluate/evaluate_model.py' REGISTER_SCRIPT_PATH = 'register/register_model.py' SOURCES_DIR_TRAIN = 'code' -# These are not mandatory for the core workflow -# Remote VM Config -REMOTE_VM_NAME = '' -REMOTE_VM_USERNAME = '' -REMOTE_VM_PASSWORD = '' -REMOTE_VM_IP = '' -# Image config -IMAGE_NAME = '' -IMAGE_DESCRIPTION = '' -IMAGE_VERSION = '' -# ACI Config -ACI_CPU_CORES = '' -ACI_MEM_GB = '' -ACI_DESCRIPTION = '' - # Optional. Used by a training pipeline with R on Databricks DB_CLUSTER_ID = '' -DATABRICKS_COMPUTE_NAME = '' \ No newline at end of file + +# Optional. Container Image name for image creation +IMAGE_NAME = 'ml-trained' \ No newline at end of file diff --git a/.gitignore b/.gitignore index 3a5a8879..7bac8768 100644 --- a/.gitignore +++ b/.gitignore @@ -24,6 +24,7 @@ wheels/ .installed.cfg *.egg MANIFEST +venv/ # PyInstaller # Usually these files are written by a python script from a template diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index c2453d4d..09c52d95 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -11,14 +11,9 @@ trigger: - ml_service/util/create_scoring_image.py variables: +- template: azdo-variables.yml - group: devopsforai-aml-vg -# Choose from default, build_train_pipeline_with_r.py, or build_train_pipeline_with_r_on_dbricks.py -- name: build-train-script - value: 'build_train_pipeline.py' -# Automatically triggers the train, evaluate, register pipeline after the CI steps. -# Uncomment to set to false or add same variable name at queue time with value of false to disable. -# - name: auto-trigger-training -# value: false + stages: - stage: 'Model_CI' @@ -34,7 +29,7 @@ stages: - template: azdo-base-pipeline.yml - script: | # Invoke the Python building and publishing a training pipeline - python3 $(Build.SourcesDirectory)/ml_service/pipelines/$(build-train-script) + python3 $(Build.SourcesDirectory)/ml_service/pipelines/${{ variables.BUILD_TRAIN_SCRIPT }} failOnStderr: 'false' env: SP_APP_SECRET: '$(SP_APP_SECRET)' diff --git a/.pipelines/azdo-pr-build-train.yml b/.pipelines/azdo-pr-build-train.yml index 8bf6ca56..24231b2a 100644 --- a/.pipelines/azdo-pr-build-train.yml +++ b/.pipelines/azdo-pr-build-train.yml @@ -11,6 +11,7 @@ container: mcr.microsoft.com/mlops/python:latest variables: +- template: azdo-variables.yml - group: devopsforai-aml-vg diff --git a/.pipelines/azdo-variables.yml b/.pipelines/azdo-variables.yml new file mode 100644 index 00000000..64a42d5b --- /dev/null +++ b/.pipelines/azdo-variables.yml @@ -0,0 +1,40 @@ +variables: + # Azure ML Workspace Variables +- name: EXPERIMENT_NAME + value: mlopspython + # AML Compute Cluster Config +- name: AML_COMPUTE_CLUSTER_CPU_SKU + value: STANDARD_DS2_V2 +- name: AML_COMPUTE_CLUSTER_NAME + value: train-cluster +- name: AML_CLUSTER_MIN_NODES + value: 0 +- name: AML_CLUSTER_MAX_NODES + value: 4 +- name: AML_CLUSTER_PRIORITY + value: lowpriority + # Training Config +- name: BUILD_TRAIN_SCRIPT + value: build_train_pipeline.py +- name: TRAIN_SCRIPT_PATH + value: training/train.py +- name: MODEL_NAME + value: sklearn_regression_model.pkl +- name: MODEL_VERSION + value: '1' + # AML Pipeline Config +- name: TRAINING_PIPELINE_NAME + value: 'Training Pipeline' +- name: MODEL_PATH + value: '' +- name: EVALUATE_SCRIPT_PATH + value: evaluate/evaluate_model.py +- name: REGISTER_SCRIPT_PATH + value: register/register_model.py +- name: SOURCES_DIR_TRAIN + value: code +- name: IMAGE_NAME + value: '' + # Optional. Used by a training pipeline with R on Databricks +- name: DB_CLUSTER_ID + value: '' \ No newline at end of file diff --git a/docs/getting_started.md b/docs/getting_started.md index d39be2e8..cc56c6c4 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -47,41 +47,48 @@ Click on **Library** in the **Pipelines** section as indicated below: Please name your variable group **``devopsforai-aml-vg``** as we are using this name within our build yaml file. -The variable group should contain the following variables: +The variable group should contain the following required variables: | Variable Name | Suggested Value | | --------------------------- | -----------------------------------| -| AML_COMPUTE_CLUSTER_CPU_SKU | STANDARD_DS2_V2 | -| AML_COMPUTE_CLUSTER_NAME | train-cluster | | BASE_NAME | [unique base name] | -| DB_CLUSTER_ID | [Optional Databricks cluster Id] | -| DATABRICKS_COMPUTE_NAME | [Optional Databricks compute name] | -| EVALUATE_SCRIPT_PATH | evaluate/evaluate_model.py | -| EXPERIMENT_NAME | mlopspython | | LOCATION | centralus | -| MODEL_NAME | sklearn_regression_model.pkl | -| REGISTER_SCRIPT_PATH | register/register_model.py | -| SOURCES_DIR_TRAIN | code | | SP_APP_ID | | | SP_APP_SECRET | | | SUBSCRIPTION_ID | | | TENANT_ID | | -| TRAIN_SCRIPT_PATH | training/train.py | -| TRAINING_PIPELINE_NAME | training-pipeline | +| RESOURCE_GROUP | | +| WORKSPACE_NAME | mlops-AML-WS | Mark **SP_APP_SECRET** variable as a secret one. -**Note:** The **BASE_NAME** parameter is used throughout the solution for naming +**Note:** + +The **WORKSPACE_NAME** parameter is used for the Azure Machine Learning Workspace creation. You can provide here an existing AML Workspace if you have one. + +The **BASE_NAME** parameter is used throughout the solution for naming Azure resources. When the solution is used in a shared subscription, there can be naming collisions with resources that require unique names like azure blob storage and registry DNS naming. Make sure to give a unique value to the BASE_NAME variable (e.g. MyUniqueML), so that the created resources will have -unique names (e.g. MyUniqueML-AML-RG, MyUniqueML-AML-WS, etc.). The length of -the BASE_NAME value should not exceed 10 characters. +unique names (e.g. MyUniqueML-AML-RG, MyUniqueML-AML-KV, etc.). The length of +the BASE_NAME value should not exceed 10 characters. Make sure to select the **Allow access to all pipelines** checkbox in the variable group configuration. +## More variable options + +There are more variables used in the project. They're defined in two places one for local execution one for using Azure DevOps Pipelines + +### Local configuration + +In order to configure the project locally you have to create a copy from `.env.example` to the root and name it `.env`. Fill out all missing values and adjust the existing ones to your needs. Please be aware that the local environment also needs access to the Azure subscription so you have to provide the credentials of your service principal and Azure account information here as well. + +### Azure DevOps configuration + +For using Azure DevOps Pipelines all other variables are stored in the file `.pipelines/azdo-variables.yml`. Adjust as needed the variables, also the defaults will give you an easy jump start. + Up until now you should have: * Forked (or cloned) the repo diff --git a/environment_setup/arm-templates/cloud-environment.json b/environment_setup/arm-templates/cloud-environment.json index 590a4aed..f2b2ac2f 100644 --- a/environment_setup/arm-templates/cloud-environment.json +++ b/environment_setup/arm-templates/cloud-environment.json @@ -26,16 +26,35 @@ "metadata": { "description": "Specifies the location for all resources." } + }, + "workspace": { + "type": "string" + }, + "storageAccount": { + "type": "string", + "defaultValue": "[concat(toLower(parameters('baseName')), 'amlsa')]" + }, + "keyvault": { + "type": "string", + "defaultValue": "[concat(parameters('baseName'),'-AML-KV')]" + }, + "appInsights": { + "type": "string", + "defaultValue": "[concat(parameters('baseName'),'-AML-AI')]" + }, + "acr": { + "type": "string", + "defaultValue": "[concat(toLower(parameters('baseName')),'amlcr')]" } }, "variables": { - "amlWorkspaceName": "[concat(parameters('baseName'),'-AML-WS')]", - "storageAccountName": "[concat(toLower(parameters('baseName')), 'amlsa')]", + "amlWorkspaceName": "[parameters('workspace')]", + "storageAccountName": "[parameters('storageAccount')]", "storageAccountType": "Standard_LRS", - "keyVaultName": "[concat(parameters('baseName'),'-AML-KV')]", + "keyVaultName": "[parameters('keyvault')]", "tenantId": "[subscription().tenantId]", - "applicationInsightsName": "[concat(parameters('baseName'),'-AML-AI')]", - "containerRegistryName": "[concat(toLower(parameters('baseName')),'amlcr')]" + "applicationInsightsName": "[parameters('appInsights')]", + "containerRegistryName": "[parameters('acr')]" }, "resources": [ { diff --git a/environment_setup/iac-create-environment.yml b/environment_setup/iac-create-environment.yml index 2dd00694..f4c08ddf 100644 --- a/environment_setup/iac-create-environment.yml +++ b/environment_setup/iac-create-environment.yml @@ -25,11 +25,11 @@ steps: inputs: azureSubscription: 'AzureResourceConnection' action: 'Create Or Update Resource Group' - resourceGroupName: '$(BASE_NAME)-AML-RG' + resourceGroupName: '$(RESOURCE_GROUP)' location: $(LOCATION) templateLocation: 'Linked artifact' csmFile: '$(Build.SourcesDirectory)/environment_setup/arm-templates/cloud-environment.json' - overrideParameters: '-baseName $(BASE_NAME) -location $(LOCATION)' + overrideParameters: '-baseName $(BASE_NAME) -location $(LOCATION) -workspace $(WORKSPACE_NAME)' deploymentMode: 'Incremental' displayName: 'Deploy MLOps resources to Azure' diff --git a/environment_setup/iac-remove-environment.yml b/environment_setup/iac-remove-environment.yml index 4ca8b04e..67626223 100644 --- a/environment_setup/iac-remove-environment.yml +++ b/environment_setup/iac-remove-environment.yml @@ -18,7 +18,7 @@ steps: inputs: azureSubscription: 'AzureResourceConnection' action: 'DeleteRG' - resourceGroupName: '$(BASE_NAME)-AML-RG' + resourceGroupName: '$(RESOURCE_GROUP)' location: $(LOCATION) displayName: 'Delete resources in Azure' diff --git a/ml_service/pipelines/build_train_pipeline.py b/ml_service/pipelines/build_train_pipeline.py index 481c68e5..b866201d 100644 --- a/ml_service/pipelines/build_train_pipeline.py +++ b/ml_service/pipelines/build_train_pipeline.py @@ -5,45 +5,32 @@ # from azureml.core import Datastore import os import sys -from dotenv import load_dotenv sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 from workspace import get_workspace from attach_compute import get_compute +from env_variables import Env def main(): - load_dotenv() - workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" - resource_group = os.environ.get("BASE_NAME")+"-AML-RG" - subscription_id = os.environ.get("SUBSCRIPTION_ID") - tenant_id = os.environ.get("TENANT_ID") - app_id = os.environ.get("SP_APP_ID") - app_secret = os.environ.get("SP_APP_SECRET") - sources_directory_train = os.environ.get("SOURCES_DIR_TRAIN") - train_script_path = os.environ.get("TRAIN_SCRIPT_PATH") - evaluate_script_path = os.environ.get("EVALUATE_SCRIPT_PATH") - vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") - compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") - model_name = os.environ.get("MODEL_NAME") - build_id = os.environ.get("BUILD_BUILDID") - pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") - + e = Env() # Get Azure machine learning workspace aml_workspace = get_workspace( - workspace_name, - resource_group, - subscription_id, - tenant_id, - app_id, - app_secret) + e.workspace_name, + e.resource_group, + e.subscription_id, + e.tenant_id, + e.app_id, + e.app_secret) + print("get_workspace:") print(aml_workspace) # Get Azure machine learning cluster aml_compute = get_compute( aml_workspace, - compute_name, - vm_size) + e.compute_name, + e.vm_size) if aml_compute is not None: + print("aml_compute:") print(aml_compute) run_config = RunConfiguration(conda_dependencies=CondaDependencies.create( @@ -56,16 +43,16 @@ def main(): run_config.environment.docker.enabled = True model_name = PipelineParameter( - name="model_name", default_value=model_name) + name="model_name", default_value=e.model_name) release_id = PipelineParameter( name="release_id", default_value="0" ) train_step = PythonScriptStep( name="Train Model", - script_name=train_script_path, + script_name=e.train_script_path, compute_target=aml_compute, - source_directory=sources_directory_train, + source_directory=e.sources_directory_train, arguments=[ "--release_id", release_id, "--model_name", model_name, @@ -77,9 +64,9 @@ def main(): evaluate_step = PythonScriptStep( name="Evaluate Model ", - script_name=evaluate_script_path, + script_name=e.evaluate_script_path, compute_target=aml_compute, - source_directory=sources_directory_train, + source_directory=e.sources_directory_train, arguments=[ "--release_id", release_id, "--model_name", model_name, @@ -95,9 +82,9 @@ def main(): train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) train_pipeline.validate() published_pipeline = train_pipeline.publish( - name=pipeline_name, + name=e.pipeline_name, description="Model training/retraining pipeline", - version=build_id + version=e.build_id ) print(f'Published pipeline: {published_pipeline.name}') print(f'for build {published_pipeline.version}') diff --git a/ml_service/pipelines/build_train_pipeline_with_r.py b/ml_service/pipelines/build_train_pipeline_with_r.py index 7eae2c98..72ed8e2a 100644 --- a/ml_service/pipelines/build_train_pipeline_with_r.py +++ b/ml_service/pipelines/build_train_pipeline_with_r.py @@ -4,40 +4,29 @@ # from azureml.core import Datastore import os import sys -from dotenv import load_dotenv sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 from workspace import get_workspace from attach_compute import get_compute +from env_variables import Env def main(): - load_dotenv() - workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" - resource_group = os.environ.get("BASE_NAME")+"-AML-RG" - subscription_id = os.environ.get("SUBSCRIPTION_ID") - tenant_id = os.environ.get("TENANT_ID") - app_id = os.environ.get("SP_APP_ID") - app_secret = os.environ.get("SP_APP_SECRET") - vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") - compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") - build_id = os.environ.get("BUILD_BUILDID") - pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") - + e = Env() # Get Azure machine learning workspace aml_workspace = get_workspace( - workspace_name, - resource_group, - subscription_id, - tenant_id, - app_id, - app_secret) + e.workspace_name, + e.resource_group, + e.subscription_id, + e.tenant_id, + e.app_id, + e.app_secret) print(aml_workspace) # Get Azure machine learning cluster aml_compute = get_compute( aml_workspace, - compute_name, - vm_size) + e.compute_name, + e.vm_size) if aml_compute is not None: print(aml_compute) @@ -66,9 +55,9 @@ def main(): train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) train_pipeline.validate() published_pipeline = train_pipeline.publish( - name=pipeline_name + "_with_R", + name=e.pipeline_name + "_with_R", description="Model training/retraining pipeline", - version=build_id + version=e.build_id ) print(f'Published pipeline: {published_pipeline.name}') print(f'for build {published_pipeline.version}') diff --git a/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py b/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py index 95de9e55..733683eb 100644 --- a/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py +++ b/ml_service/pipelines/build_train_pipeline_with_r_on_dbricks.py @@ -1,42 +1,30 @@ from azureml.pipeline.core import Pipeline import os import sys -from dotenv import load_dotenv sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 from workspace import get_workspace from attach_compute import get_compute from azureml.pipeline.steps import DatabricksStep +from env_variables import Env def main(): - load_dotenv() - workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" - resource_group = os.environ.get("BASE_NAME")+"-AML-RG" - subscription_id = os.environ.get("SUBSCRIPTION_ID") - tenant_id = os.environ.get("TENANT_ID") - app_id = os.environ.get("SP_APP_ID") - app_secret = os.environ.get("SP_APP_SECRET") - vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") - compute_name = os.environ.get("DATABRICKS_COMPUTE_NAME") - db_cluster_id = os.environ.get("DB_CLUSTER_ID") - build_id = os.environ.get("BUILD_BUILDID") - pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") - + e = Env() # Get Azure machine learning workspace aml_workspace = get_workspace( - workspace_name, - resource_group, - subscription_id, - tenant_id, - app_id, - app_secret) + e.workspace_name, + e.resource_group, + e.subscription_id, + e.tenant_id, + e.app_id, + e.app_secret) print(aml_workspace) # Get Azure machine learning cluster aml_compute = get_compute( aml_workspace, - compute_name, - vm_size) + e.compute_name, + e.vm_size) if aml_compute is not None: print(aml_compute) @@ -46,7 +34,7 @@ def main(): python_script_name="train_with_r_on_databricks.py", source_directory="code/training/R", run_name='DB_Python_R_demo', - existing_cluster_id=db_cluster_id, + existing_cluster_id=e.db_cluster_id, compute_target=aml_compute, allow_reuse=False ) @@ -58,9 +46,9 @@ def main(): train_pipeline = Pipeline(workspace=aml_workspace, steps=steps) train_pipeline.validate() published_pipeline = train_pipeline.publish( - name=pipeline_name + "_with_R_on_DB", + name=e.pipeline_name + "_with_R_on_DB", description="Model training/retraining pipeline", - version=build_id + version=e.build_id ) print(f'Published pipeline: {published_pipeline.name}') print(f'for build {published_pipeline.version}') diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index 1d942a8c..fdc8f5a5 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -1,31 +1,23 @@ -import os from azureml.pipeline.core import PublishedPipeline from azureml.core import Workspace from azureml.core.authentication import ServicePrincipalAuthentication -from dotenv import load_dotenv +import os +import sys +sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 +from env_variables import Env def main(): - load_dotenv() - workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" - resource_group = os.environ.get("BASE_NAME")+"-AML-RG" - subscription_id = os.environ.get("SUBSCRIPTION_ID") - tenant_id = os.environ.get("TENANT_ID") - experiment_name = os.environ.get("EXPERIMENT_NAME") - model_name = os.environ.get("MODEL_NAME") - app_id = os.environ.get('SP_APP_ID') - app_secret = os.environ.get('SP_APP_SECRET') - build_id = os.environ.get('BUILD_BUILDID') - + e = Env() service_principal = ServicePrincipalAuthentication( - tenant_id=tenant_id, - service_principal_id=app_id, - service_principal_password=app_secret) + tenant_id=e.tenant_id, + service_principal_id=e.app_id, + service_principal_password=e.app_secret) aml_workspace = Workspace.get( - name=workspace_name, - subscription_id=subscription_id, - resource_group=resource_group, + name=e.workspace_name, + subscription_id=e.subscription_id, + resource_group=e.resource_group, auth=service_principal ) @@ -34,23 +26,23 @@ def main(): matched_pipes = [] for p in pipelines: - if p.version == build_id: + if p.version == e.build_id: matched_pipes.append(p) if(len(matched_pipes) > 1): published_pipeline = None - raise Exception(f"Multiple active pipelines are published for build {build_id}.") # NOQA: E501 + raise Exception(f"Multiple active pipelines are published for build {e.build_id}.") # NOQA: E501 elif(len(matched_pipes) == 0): published_pipeline = None - raise KeyError(f"Unable to find a published pipeline for this build {build_id}") # NOQA: E501 + raise KeyError(f"Unable to find a published pipeline for this build {e.build_id}") # NOQA: E501 else: published_pipeline = matched_pipes[0] - pipeline_parameters = {"model_name": model_name} + pipeline_parameters = {"model_name": e.model_name} response = published_pipeline.submit( aml_workspace, - experiment_name, + e.experiment_name, pipeline_parameters) run_id = response.id diff --git a/ml_service/util/attach_compute.py b/ml_service/util/attach_compute.py index 7a34cd38..569e3041 100644 --- a/ml_service/util/attach_compute.py +++ b/ml_service/util/attach_compute.py @@ -1,9 +1,8 @@ -import os -from dotenv import load_dotenv from azureml.core import Workspace from azureml.core.compute import AmlCompute from azureml.core.compute import ComputeTarget from azureml.exceptions import ComputeTargetException +from env_variables import Env def get_compute( @@ -11,10 +10,6 @@ def get_compute( compute_name: str, vm_size: str ): - # Load the environment variables from .env in case this script - # is called outside an existing process - load_dotenv() - # Verify that cluster does not exist already try: if compute_name in workspace.compute_targets: compute_target = workspace.compute_targets[compute_name] @@ -22,12 +17,12 @@ def get_compute( print('Found existing compute target ' + compute_name + ' so using it.') else: + e = Env() compute_config = AmlCompute.provisioning_configuration( vm_size=vm_size, - vm_priority=os.environ.get("AML_CLUSTER_PRIORITY", - 'lowpriority'), - min_nodes=int(os.environ.get("AML_CLUSTER_MIN_NODES", 0)), - max_nodes=int(os.environ.get("AML_CLUSTER_MAX_NODES", 4)), + vm_priority=e.vm_priority, + min_nodes=e.min_nodes, + max_nodes=e.max_nodes, idle_seconds_before_scaledown="300" # #Uncomment the below lines for VNet support # vnet_resourcegroup_name=vnet_resourcegroup_name, diff --git a/ml_service/util/create_scoring_image.py b/ml_service/util/create_scoring_image.py index 08ae49b5..7e99bd28 100644 --- a/ml_service/util/create_scoring_image.py +++ b/ml_service/util/create_scoring_image.py @@ -2,36 +2,25 @@ from azureml.core import Workspace from azureml.core.image import ContainerImage, Image from azureml.core.model import Model -from dotenv import load_dotenv from azureml.core.authentication import ServicePrincipalAuthentication +from env_variables import Env -load_dotenv() - -TENANT_ID = os.environ.get('TENANT_ID') -APP_ID = os.environ.get('SP_APP_ID') -APP_SECRET = os.environ.get('SP_APP_SECRET') -WORKSPACE_NAME = os.environ.get("BASE_NAME")+"-AML-WS" -SUBSCRIPTION_ID = os.environ.get('SUBSCRIPTION_ID') -RESOURCE_GROUP = os.environ.get("BASE_NAME")+"-AML-RG" -MODEL_NAME = os.environ.get('MODEL_NAME') -MODEL_VERSION = os.environ.get('MODEL_VERSION') -IMAGE_NAME = os.environ.get('IMAGE_NAME') - +e = Env() SP_AUTH = ServicePrincipalAuthentication( - tenant_id=TENANT_ID, - service_principal_id=APP_ID, - service_principal_password=APP_SECRET) + tenant_id=e.tenant_id, + service_principal_id=e.app_id, + service_principal_password=e.app_secret) ws = Workspace.get( - WORKSPACE_NAME, + e.workspace_name, SP_AUTH, - SUBSCRIPTION_ID, - RESOURCE_GROUP + e.subscription_id, + e.resource_group ) -model = Model(ws, name=MODEL_NAME, version=MODEL_VERSION) +model = Model(ws, name=e.model_name, version=e.model_version) os.chdir("./code/scoring") image_config = ContainerImage.image_configuration( @@ -43,7 +32,7 @@ ) image = Image.create( - name=IMAGE_NAME, models=[model], image_config=image_config, workspace=ws + name=e.image_name, models=[model], image_config=image_config, workspace=ws ) image.wait_for_creation(show_output=True) diff --git a/ml_service/util/env_variables.py b/ml_service/util/env_variables.py new file mode 100644 index 00000000..9fe6d061 --- /dev/null +++ b/ml_service/util/env_variables.py @@ -0,0 +1,127 @@ +import os +from dotenv import load_dotenv + + +class Singleton(object): + _instances = {} + + def __new__(class_, *args, **kwargs): + if class_ not in class_._instances: + class_._instances[class_] = super(Singleton, class_).__new__(class_, *args, **kwargs) # noqa E501 + return class_._instances[class_] + + +class Env(Singleton): + + def __init__(self): + load_dotenv() + self._workspace_name = os.environ.get("WORKSPACE_NAME") + self._resource_group = os.environ.get("RESOURCE_GROUP") + self._subscription_id = os.environ.get("SUBSCRIPTION_ID") + self._tenant_id = os.environ.get("TENANT_ID") + self._app_id = os.environ.get("SP_APP_ID") + self._app_secret = os.environ.get("SP_APP_SECRET") + self._vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") + self._compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") + self._vm_priority = os.environ.get("AML_CLUSTER_PRIORITY", 'lowpriority') # noqa E501 + self._min_nodes = int(os.environ.get("AML_CLUSTER_MIN_NODES", 0)) + self._max_nodes = int(os.environ.get("AML_CLUSTER_MAX_NODES", 4)) + self._build_id = os.environ.get("BUILD_BUILDID") + self._pipeline_name = os.environ.get("TRAINING_PIPELINE_NAME") + self._sources_directory_train = os.environ.get("SOURCES_DIR_TRAIN") + self._train_script_path = os.environ.get("TRAIN_SCRIPT_PATH") + self._evaluate_script_path = os.environ.get("EVALUATE_SCRIPT_PATH") + self._model_name = os.environ.get("MODEL_NAME") + self._experiment_name = os.environ.get("EXPERIMENT_NAME") + self._model_version = os.environ.get('MODEL_VERSION') + self._image_name = os.environ.get('IMAGE_NAME') + self._model_path = os.environ.get('MODEL_PATH') + self._db_cluster_id = os.environ.get("DB_CLUSTER_ID") + + @property + def workspace_name(self): + return self._workspace_name + + @property + def resource_group(self): + return self._resource_group + + @property + def subscription_id(self): + return self._subscription_id + + @property + def tenant_id(self): + return self._tenant_id + + @property + def app_id(self): + return self._app_id + + @property + def app_secret(self): + return self._app_secret + + @property + def vm_size(self): + return self._vm_size + + @property + def compute_name(self): + return self._compute_name + + @property + def db_cluster_id(self): + return self._db_cluster_id + + @property + def build_id(self): + return self._build_id + + @property + def pipeline_name(self): + return self._pipeline_name + + @property + def sources_directory_train(self): + return self._sources_directory_train + + @property + def train_script_path(self): + return self._train_script_path + + @property + def evaluate_script_path(self): + return self._evaluate_script_path + + @property + def model_name(self): + return self._model_name + + @property + def experiment_name(self): + return self._experiment_name + + @property + def vm_priority(self): + return self._vm_priority + + @property + def min_nodes(self): + return self._min_nodes + + @property + def max_nodes(self): + return self._max_nodes + + @property + def model_version(self): + return self._model_version + + @property + def image_name(self): + return self._image_name + + @property + def model_path(self): + return self._model_path diff --git a/ml_service/util/register_model.py b/ml_service/util/register_model.py index ea26a997..7c99aaac 100644 --- a/ml_service/util/register_model.py +++ b/ml_service/util/register_model.py @@ -1,47 +1,35 @@ import sys import os import os.path -from dotenv import load_dotenv from azureml.core import Workspace from azureml.core.model import Model from azureml.core.authentication import ServicePrincipalAuthentication +from env_variables import Env -# Load the environment variables from .env in case this script -# is called outside an existing process -load_dotenv() +e = Env() -TENANT_ID = os.environ.get('TENANT_ID') -APP_ID = os.environ.get('SP_APP_ID') -APP_SECRET = os.environ.get('SP_APP_SECRET') -MODEL_PATH = os.environ.get('MODEL_PATH') -MODEL_NAME = os.environ.get('MODEL_NAME') -WORKSPACE_NAME = os.environ.get("BASE_NAME")+"-AML-WS" -SUBSCRIPTION_ID = os.environ.get('SUBSCRIPTION_ID') -RESOURCE_GROUP = os.environ.get("BASE_NAME")+"-AML-RG" - - -if os.path.isfile(MODEL_PATH) is False: - print("The given model path %s is invalid" % (MODEL_PATH)) +if os.path.isfile(e.model_path) is False: + print("The given model path %s is invalid" % (e.model_path)) sys.exit(1) SP_AUTH = ServicePrincipalAuthentication( - tenant_id=TENANT_ID, - service_principal_id=APP_ID, - service_principal_password=APP_SECRET) + tenant_id=e.tenant_id, + service_principal_id=e.app_id, + service_principal_password=e.app_secret) WORKSPACE = Workspace.get( - WORKSPACE_NAME, + e.workspace_name, SP_AUTH, - SUBSCRIPTION_ID, - RESOURCE_GROUP + e.subscription_id, + e.resource_group ) try: MODEL = Model.register( - model_path=MODEL_PATH, - model_name=MODEL_NAME, + model_path=e.model_path, + model_name=e.model_name, description="Forecasting Model", - workspace=WORKSPACE) + workspace=e.workspace) print("Model registered successfully. ID: " + MODEL.id) except Exception as caught_error: diff --git a/tests/unit/code_test.py b/tests/unit/code_test.py index b22b186c..3c49454d 100644 --- a/tests/unit/code_test.py +++ b/tests/unit/code_test.py @@ -2,17 +2,19 @@ import os sys.path.append(os.path.abspath("./ml_service/util")) # NOQA: E402 from workspace import get_workspace +from env_variables import Env # Just an example of a unit test against # a utility function common_scoring.next_saturday def test_get_workspace(): - workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" - resource_group = os.environ.get("BASE_NAME")+"-AML-RG" - subscription_id = os.environ.get("SUBSCRIPTION_ID") - tenant_id = os.environ.get("TENANT_ID") - app_id = os.environ.get("SP_APP_ID") - app_secret = os.environ.get("SP_APP_SECRET") + e = Env() + workspace_name = e.workspace_name + resource_group = e.resource_group + subscription_id = e.subscription_id + tenant_id = e.tenant_id + app_id = e.app_id + app_secret = e.app_secret aml_workspace = get_workspace( workspace_name, From 969e6ca4e81ea3057054582772d8fc397ae5808c Mon Sep 17 00:00:00 2001 From: David Tesar Date: Thu, 21 Nov 2019 11:01:46 -0800 Subject: [PATCH 015/129] Switch CI to use new AzureML agentless execution task (#101) --- .env.example | 8 +- .pipelines/azdo-ci-build-train.yml | 40 +++- .pipelines/azdo-variables.yml | 4 +- README.md | 2 +- code/evaluate/evaluate_model.py | 151 ++++++++------ code/register/register_model.py | 198 ++++++++++++------- code/training/train.py | 31 +-- code/util/model_helper.py | 85 ++++++++ docs/getting_started.md | 11 ++ docs/images/svc-connection.png | Bin 0 -> 121479 bytes environment_setup/iac-remove-environment.yml | 9 +- ml_service/pipelines/build_train_pipeline.py | 33 +++- ml_service/pipelines/run_train_pipeline.py | 36 ++-- ml_service/util/env_variables.py | 5 + ml_service/util/register_model.py | 37 ---- 15 files changed, 427 insertions(+), 223 deletions(-) create mode 100644 code/util/model_helper.py create mode 100644 docs/images/svc-connection.png delete mode 100644 ml_service/util/register_model.py diff --git a/.env.example b/.env.example index ea1338ae..f6b2fe58 100644 --- a/.env.example +++ b/.env.example @@ -7,13 +7,13 @@ SP_APP_ID = '' SP_APP_SECRET = '' RESOUCE_GROUP = 'mlops-rg' -# Mock build/release ID for local testing - update ReleaseID each "release" +# Mock build/release ID for local testing BUILD_BUILDID = '001' -RELEASE_RELEASEID = '001' # Azure ML Workspace Variables -WORKSPACE_NAME = '' +WORKSPACE_NAME = 'aml-workspace' EXPERIMENT_NAME = '' +SCRIPT_FOLDER = './' # AML Compute Cluster Config AML_COMPUTE_CLUSTER_NAME = 'train-cluster' @@ -36,4 +36,4 @@ SOURCES_DIR_TRAIN = 'code' DB_CLUSTER_ID = '' # Optional. Container Image name for image creation -IMAGE_NAME = 'ml-trained' \ No newline at end of file +IMAGE_NAME = 'mltrained' \ No newline at end of file diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 09c52d95..1e729357 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -21,7 +21,7 @@ stages: jobs: - job: "Model_CI_Pipeline" displayName: "Model CI Pipeline" - pool: + pool: vmImage: 'ubuntu-latest' container: mcr.microsoft.com/mlops/python:latest timeoutInMinutes: 0 @@ -37,17 +37,47 @@ stages: - stage: 'Trigger_AML_Pipeline' displayName: 'Train, evaluate, register model via previously published AML pipeline' jobs: - - job: "Invoke_Model_Pipeline" + - job: "Get_Pipeline_ID" condition: and(succeeded(), eq(coalesce(variables['auto-trigger-training'], 'true'), 'true')) - displayName: "Invoke Model Pipeline and evaluate results to register" - pool: + displayName: "Get Pipeline ID for execution" + pool: vmImage: 'ubuntu-latest' container: mcr.microsoft.com/mlops/python:latest timeoutInMinutes: 0 steps: - script: | python $(Build.SourcesDirectory)/ml_service/pipelines/run_train_pipeline.py - displayName: 'Trigger Training Pipeline' + source $(Build.SourcesDirectory)/tmp.sh + echo "##vso[task.setvariable variable=AMLPIPELINEID;isOutput=true]$AMLPIPELINE_ID" + name: 'getpipelineid' + displayName: 'Get Pipeline ID' + env: + SP_APP_SECRET: '$(SP_APP_SECRET)' + - job: "Run_ML_Pipeline" + dependsOn: "Get_Pipeline_ID" + displayName: "Trigger ML Training Pipeline" + pool: server + variables: + AMLPIPELINE_ID: $[ dependencies.Get_Pipeline_ID.outputs['getpipelineid.AMLPIPELINEID'] ] + steps: + - task: ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0 + displayName: 'Invoke ML pipeline' + inputs: + azureSubscription: '$(WORKSPACE_SVC_CONNECTION)' + PipelineId: '$(AMLPIPELINE_ID)' + ExperimentName: '$(EXPERIMENT_NAME)' + PipelineParameters: '"model_name": "sklearn_regression_model.pkl"' + - job: "Training_Run_Report" + dependsOn: "Run_ML_Pipeline" + displayName: "Determine if evaluation succeeded and new model is registered" + pool: + vmImage: 'ubuntu-latest' + container: mcr.microsoft.com/mlops/python:latest + timeoutInMinutes: 0 + steps: + - script: | + python $(Build.SourcesDirectory)/code/register/register_model.py --build_id $(Build.BuildId) --validate True + displayName: 'Check if new model registered' env: SP_APP_SECRET: '$(SP_APP_SECRET)' - task: CopyFiles@2 diff --git a/.pipelines/azdo-variables.yml b/.pipelines/azdo-variables.yml index 64a42d5b..5d7da750 100644 --- a/.pipelines/azdo-variables.yml +++ b/.pipelines/azdo-variables.yml @@ -24,7 +24,7 @@ variables: value: '1' # AML Pipeline Config - name: TRAINING_PIPELINE_NAME - value: 'Training Pipeline' + value: 'Training-Pipeline' - name: MODEL_PATH value: '' - name: EVALUATE_SCRIPT_PATH @@ -34,7 +34,7 @@ variables: - name: SOURCES_DIR_TRAIN value: code - name: IMAGE_NAME - value: '' + value: 'mltrained' # Optional. Used by a training pipeline with R on Databricks - name: DB_CLUSTER_ID value: '' \ No newline at end of file diff --git a/README.md b/README.md index 264643ea..e622ba75 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ description: "Code which demonstrates how to set up and operationalize an MLOps # MLOps with Azure ML -[![Build Status](https://dev.azure.com/customai/DevopsForAI-AML/_apis/build/status/Build%20%26%20Train?branchName=master)](https://dev.azure.com/customai/DevopsForAI-AML/_build/latest?definitionId=34&branchName=master) +[![Build Status](https://aidemos.visualstudio.com/MLOps/_apis/build/status/microsoft.MLOpsPython-CI?branchName=master)](https://aidemos.visualstudio.com/MLOps/_build/latest?definitionId=127&branchName=master) MLOps will help you to understand how to build the Continuous Integration and Continuous Delivery pipeline for a ML/AI project. We will be using the Azure DevOps Project for build and release/deployment pipelines along with Azure ML services for model retraining pipeline, model management and operationalization. diff --git a/code/evaluate/evaluate_model.py b/code/evaluate/evaluate_model.py index ec5dc5e0..0959d36b 100644 --- a/code/evaluate/evaluate_model.py +++ b/code/evaluate/evaluate_model.py @@ -24,21 +24,54 @@ POSSIBILITY OF SUCH DAMAGE. """ import os -from azureml.core import Model, Run +from azureml.core import Model, Run, Workspace, Experiment import argparse +from azureml.core.authentication import ServicePrincipalAuthentication +import traceback - -# Get workspace run = Run.get_context() -exp = run.experiment -ws = run.experiment.workspace +if (run.id.startswith('OfflineRun')): + from dotenv import load_dotenv + # For local development, set values in this section + load_dotenv() + workspace_name = os.environ.get("WORKSPACE_NAME") + experiment_name = os.environ.get("EXPERIMENT_NAME") + resource_group = os.environ.get("RESOURCE_GROUP") + subscription_id = os.environ.get("SUBSCRIPTION_ID") + tenant_id = os.environ.get("TENANT_ID") + model_name = os.environ.get("MODEL_NAME") + app_id = os.environ.get('SP_APP_ID') + app_secret = os.environ.get('SP_APP_SECRET') + build_id = os.environ.get('BUILD_BUILDID') + service_principal = ServicePrincipalAuthentication( + tenant_id=tenant_id, + service_principal_id=app_id, + service_principal_password=app_secret) + aml_workspace = Workspace.get( + name=workspace_name, + subscription_id=subscription_id, + resource_group=resource_group, + auth=service_principal + ) + ws = aml_workspace + exp = Experiment(ws, experiment_name) + run_id = "e78b2c27-5ceb-49d9-8e84-abe7aecf37d5" +else: + exp = run.experiment + ws = run.experiment.workspace + run_id = 'amlcompute' parser = argparse.ArgumentParser("evaluate") parser.add_argument( - "--release_id", + "--build_id", + type=str, + help="The Build ID of the build triggering this pipeline run", +) +parser.add_argument( + "--run_id", type=str, - help="The ID of the release triggering this pipeline run", + help="Training run ID", ) parser.add_argument( "--model_name", @@ -46,68 +79,64 @@ help="Name of the Model", default="sklearn_regression_model.pkl", ) -args = parser.parse_args() -print("Argument 1: %s" % args.release_id) -print("Argument 2: %s" % args.model_name) +args = parser.parse_args() +if (args.build_id is not None): + build_id = args.build_id +if (args.run_id is not None): + run_id = args.run_id +if (run_id == 'amlcompute'): + run_id = run.parent.id model_name = args.model_name -release_id = args.release_id +metric_eval = "mse" +run.tag("BuildId", value=build_id) -# Paramaterize the matrics on which the models should be compared +# Paramaterize the matrices on which the models should be compared # Add golden data set on which all the model performance can be evaluated - -all_runs = exp.get_runs( - properties={"release_id": release_id, "run_type": "train"}, - include_children=True - ) -new_model_run = next(all_runs) -new_model_run_id = new_model_run.id -print(f'New Run found with Run ID of: {new_model_run_id}') - try: - # Get most recently registered model, we assume that - # is the model in production. - # Download this model and compare it with the recently - # trained model by running test with same data set. model_list = Model.list(ws) - production_model = next( - filter( - lambda x: x.created_time == max( - model.created_time for model in model_list), - model_list, + if (len(model_list) > 0): + production_model = next( + filter( + lambda x: x.created_time == max( + model.created_time for model in model_list), + model_list, + ) ) - ) - production_model_run_id = production_model.tags.get("run_id") - run_list = exp.get_runs() + production_model_run_id = production_model.run_id - # Get the run history for both production model and - # newly trained model and compare mse - production_model_run = Run(exp, run_id=production_model_run_id) - new_model_run = Run(exp, run_id=new_model_run_id) + # Get the run history for both production model and + # newly trained model and compare mse + production_model_run = Run(exp, run_id=production_model_run_id) + new_model_run = run.parent + print("Production model run is", production_model_run) - production_model_mse = production_model_run.get_metrics().get("mse") - new_model_mse = new_model_run.get_metrics().get("mse") - print( - "Current Production model mse: {}, New trained model mse: {}".format( - production_model_mse, new_model_mse - ) - ) + production_model_mse = \ + production_model_run.get_metrics().get(metric_eval) + new_model_mse = new_model_run.get_metrics().get(metric_eval) + if (production_model_mse is None or new_model_mse is None): + print("Unable to find", metric_eval, "metrics, " + "exiting evaluation") + run.parent.cancel() + else: + print( + "Current Production model mse: {}, " + "New trained model mse: {}".format( + production_model_mse, new_model_mse + ) + ) - promote_new_model = False - if new_model_mse < production_model_mse: - promote_new_model = True - print("New trained model performs better, thus it will be registered") + if (new_model_mse < production_model_mse): + print("New trained model performs better, " + "thus it should be registered") + else: + print("New trained model metric is less than or equal to " + "production model so skipping model registration.") + run.parent.cancel() + else: + print("This is the first model, " + "thus it should be registered") except Exception: - promote_new_model = True - print("This is the first model to be trained, \ - thus nothing to evaluate for now") - - -# Writing the run id to /aml_config/run_id.json -if promote_new_model: - model_path = os.path.join('outputs', model_name) - new_model_run.register_model( - model_name=model_name, - model_path=model_path, - properties={"release_id": release_id}) - print("Registered new model!") + traceback.print_exc(limit=None, file=None, chain=True) + print("Something went wrong trying to evaluate. Exiting.") + raise diff --git a/code/register/register_model.py b/code/register/register_model.py index ae2b8216..17388d62 100644 --- a/code/register/register_model.py +++ b/code/register/register_model.py @@ -24,88 +24,148 @@ POSSIBILITY OF SUCH DAMAGE. """ import os -import json import sys -from azureml.core import Run import argparse +import traceback +from azureml.core import Run, Experiment, Workspace +from azureml.core.model import Model as AMLModel +from azureml.core.authentication import ServicePrincipalAuthentication -from azureml.core.authentication import AzureCliAuthentication -cli_auth = AzureCliAuthentication() +def main(): -# Get workspace -# ws = Workspace.from_config(auth=cli_auth, path='./') + run = Run.get_context() + if (run.id.startswith('OfflineRun')): + from dotenv import load_dotenv + sys.path.append(os.path.abspath("./code/util")) # NOQA: E402 + from model_helper import get_model_by_build_id + # For local development, set values in this section + load_dotenv() + workspace_name = os.environ.get("WORKSPACE_NAME") + experiment_name = os.environ.get("EXPERIMENT_NAME") + resource_group = os.environ.get("RESOURCE_GROUP") + subscription_id = os.environ.get("SUBSCRIPTION_ID") + tenant_id = os.environ.get("TENANT_ID") + model_name = os.environ.get("MODEL_NAME") + app_id = os.environ.get('SP_APP_ID') + app_secret = os.environ.get('SP_APP_SECRET') + build_id = os.environ.get('BUILD_BUILDID') + service_principal = ServicePrincipalAuthentication( + tenant_id=tenant_id, + service_principal_id=app_id, + service_principal_password=app_secret) + aml_workspace = Workspace.get( + name=workspace_name, + subscription_id=subscription_id, + resource_group=resource_group, + auth=service_principal + ) + ws = aml_workspace + exp = Experiment(ws, experiment_name) + run_id = "bd184a18-2ac8-4951-8e78-e290bef3b012" + else: + sys.path.append(os.path.abspath("./util")) # NOQA: E402 + from model_helper import get_model_by_build_id + ws = run.experiment.workspace + exp = run.experiment + run_id = 'amlcompute' -run = Run.get_context() -exp = run.experiment -ws = run.experiment.workspace - -parser = argparse.ArgumentParser("register") -parser.add_argument( - "--config_suffix", type=str, help="Datetime suffix for json config files" -) -parser.add_argument( - "--json_config", - type=str, - help="Directory to write all the intermediate json configs", -) -parser.add_argument( - "--model_name", - type=str, - help="Name of the Model", - default="sklearn_regression_model.pkl", -) + parser = argparse.ArgumentParser("register") + parser.add_argument( + "--build_id", + type=str, + help="The Build ID of the build triggering this pipeline run", + ) + parser.add_argument( + "--run_id", + type=str, + help="Training run ID", + ) + parser.add_argument( + "--model_name", + type=str, + help="Name of the Model", + default="sklearn_regression_model.pkl", + ) + parser.add_argument( + "--validate", + type=str, + help="Set to true to only validate if model is registered for run", + default=False, + ) -args = parser.parse_args() + args = parser.parse_args() + if (args.build_id is not None): + build_id = args.build_id + if (args.run_id is not None): + run_id = args.run_id + if (run_id == 'amlcompute'): + run_id = run.parent.id + if (args.validate is not None): + validate = args.validate + model_name = args.model_name -print("Argument 1: %s" % args.config_suffix) -print("Argument 2: %s" % args.json_config) + if (validate): + try: + get_model_by_build_id(model_name, build_id, exp.workspace) + print("Model was registered for this build.") + except Exception as e: + print(e) + print("Model was not registered for this run.") + sys.exit(1) + else: + if (build_id is None): + register_aml_model(model_name, exp, run_id) + else: + run.tag("BuildId", value=build_id) + register_aml_model(model_name, exp, run_id, build_id) -if not (args.json_config is None): - os.makedirs(args.json_config, exist_ok=True) - print("%s created" % args.json_config) -evaluate_run_id_json = "run_id_{}.json".format(args.config_suffix) -evaluate_output_path = os.path.join(args.json_config, evaluate_run_id_json) -model_name = args.model_name +def model_already_registered(model_name, exp, run_id): + model_list = AMLModel.list(exp.workspace, name=model_name, run_id=run_id) + if len(model_list) >= 1: + e = ("Model name:", model_name, "in workspace", + exp.workspace, "with run_id ", run_id, "is already registered.") + print(e) + raise Exception(e) + else: + print("Model is not registered for this run.") -# Get the latest evaluation result -try: - with open(evaluate_output_path) as f: - config = json.load(f) - if not config["run_id"]: - raise Exception( - "No new model to register as production model perform better") -except Exception: - print("No new model to register as production model perform better") - sys.exit(0) -run_id = config["run_id"] -experiment_name = config["experiment_name"] -# exp = Experiment(workspace=ws, name=experiment_name) +def register_aml_model(model_name, exp, run_id, build_id: str = 'none'): + try: + if (build_id != 'none'): + model_already_registered(model_name, exp, run_id) + run = Run(experiment=exp, run_id=run_id) + tagsValue = {"area": "diabetes", "type": "regression", + "BuildId": build_id, "run_id": run_id} + else: + run = Run(experiment=exp, run_id=run_id) + if (run is not None): + tagsValue = {"area": "diabetes", + "type": "regression", "run_id": run_id} + else: + print("A model run for experiment", exp.name, + "matching properties run_id =", run_id, + "was not found. Skipping model registration.") + sys.exit(0) -run = Run(experiment=exp, run_id=run_id) -names = run.get_file_names -names() -print("Run ID for last run: {}".format(run_id)) + model = run.register_model(model_name=model_name, + model_path="./outputs/" + model_name, + tags=tagsValue) + os.chdir("..") + print( + "Model registered: {} \nModel Description: {} " + "\nModel Version: {}".format( + model.name, model.description, model.version + ) + ) + except Exception: + traceback.print_exc(limit=None, file=None, chain=True) + print("Model registration failed") + raise -model = run.register_model(model_name=model_name, - model_path="./outputs/" + model_name, - tags={"area": "diabetes", "type": "regression"}) -os.chdir("..") -print( - "Model registered: {} \nModel Description: {} \nModel Version: {}".format( - model.name, model.description, model.version - ) -) -# Writing the registered model details to /aml_config/model.json -model_json = {} -model_json["model_name"] = model.name -model_json["model_version"] = model.version -model_json["run_id"] = run_id -filename = "model_{}.json".format(args.config_suffix) -output_path = os.path.join(args.json_config, filename) -with open(output_path, "w") as outfile: - json.dump(model_json, outfile) +if __name__ == '__main__': + main() diff --git a/code/training/train.py b/code/training/train.py index d703964f..5f8c19ef 100644 --- a/code/training/train.py +++ b/code/training/train.py @@ -36,9 +36,9 @@ parser = argparse.ArgumentParser("train") parser.add_argument( - "--release_id", + "--build_id", type=str, - help="The ID of the release triggering this pipeline run", + help="The build ID of the build triggering this pipeline run", ) parser.add_argument( "--model_name", @@ -49,11 +49,11 @@ args = parser.parse_args() -print("Argument 1: %s" % args.release_id) +print("Argument 1: %s" % args.build_id) print("Argument 2: %s" % args.model_name) model_name = args.model_name -release_id = args.release_id +build_id = args.build_id run = Run.get_context() exp = run.experiment @@ -73,30 +73,31 @@ alpha = alphas[np.random.choice(alphas.shape[0], 1, replace=False)][0] print(alpha) run.log("alpha", alpha) +run.parent.log("alpha", alpha) reg = Ridge(alpha=alpha) reg.fit(data["train"]["X"], data["train"]["y"]) preds = reg.predict(data["test"]["X"]) -run.log("mse", mean_squared_error(preds, data["test"]["y"])) - - -# Save model as part of the run history - -# model_name = "." +run.log("mse", mean_squared_error( + preds, data["test"]["y"]), description="Mean squared error metric") +run.parent.log("mse", mean_squared_error( + preds, data["test"]["y"]), description="Mean squared error metric") with open(model_name, "wb") as file: joblib.dump(value=reg, filename=model_name) -# upload the model file explicitly into artifacts -run.upload_file(name="./outputs/" + model_name, path_or_stream=model_name) +# upload model file explicitly into artifacts for parent run +run.parent.upload_file(name="./outputs/" + model_name, + path_or_stream=model_name) print("Uploaded the model {} to experiment {}".format( model_name, run.experiment.name)) dirpath = os.getcwd() print(dirpath) print("Following files are uploaded ") -print(run.get_file_names()) +print(run.parent.get_file_names()) # Add properties to identify this specific training run -run.add_properties({"release_id": release_id, "run_type": "train"}) -print(f"added properties: {run.properties}") +run.tag("BuildId", value=build_id) +run.tag("run_type", value="train") +print(f"tags now present for run: {run.tags}") run.complete() diff --git a/code/util/model_helper.py b/code/util/model_helper.py new file mode 100644 index 00000000..1609642a --- /dev/null +++ b/code/util/model_helper.py @@ -0,0 +1,85 @@ +""" +model_helper.py +""" +from azureml.core import Run +from azureml.core import Workspace +from azureml.core.model import Model as AMLModel + + +def get_current_workspace() -> Workspace: + """ + Retrieves and returns the latest model from the workspace + by its name and tag. Will not work when ran locally. + + Parameters: + None + + Return: + The current workspace. + """ + run = Run.get_context(allow_offline=False) + experiment = run.experiment + return experiment.workspace + + +def _get_model_by_build_id( + model_name: str, + build_id: str, + aml_workspace: Workspace = None +) -> AMLModel: + """ + Retrieves and returns the latest model from the workspace + by its name and tag. + + Parameters: + aml_workspace (Workspace): aml.core Workspace that the model lives. + model_name (str): name of the model we are looking for + build_id (str): the build id the model was registered under. + + Return: + A single aml model from the workspace that matches the name and tag. + """ + # Validate params. cannot be None. + if model_name is None: + raise ValueError("model_name[:str] is required") + if build_id is None: + raise ValueError("build_id[:str] is required") + if aml_workspace is None: + aml_workspace = get_current_workspace() + + # get model by tag. + model_list = AMLModel.list( + aml_workspace, name=model_name, + tags=[["BuildId", build_id]], latest=True + ) + + # latest should only return 1 model, but if it does, then maybe + # internal code was accidentally changed or the source code has changed. + should_not_happen = ("THIS SHOULD NOT HAPPEN: found more than one model " + "for the latest with {{model_name: {model_name}," + "BuildId: {build_id}. Models found: {model_list}}}")\ + .format(model_name=model_name, build_id=build_id, + model_list=model_list) + if len(model_list) > 1: + raise ValueError(should_not_happen) + + return model_list + + +def get_model_by_build_id( + model_name: str, + build_id: str, + aml_workspace: Workspace = None +) -> AMLModel: + """ + Wrapper function for get_model_by_id that throws an error if model is none + """ + model_list = _get_model_by_build_id(model_name, build_id, aml_workspace) + + if model_list: + return model_list[0] + + no_model_found = ("Model not found with model_name: {model_name} " + "BuildId: {build_id}.")\ + .format(model_name=model_name, build_id=build_id) + raise Exception(no_model_found) diff --git a/docs/getting_started.md b/docs/getting_started.md index cc56c6c4..a3806b22 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -31,6 +31,16 @@ subscription. Contact your subscription administrator if you don't have the permissions. Normally a subscription admin can create a Service principal and can provide you the details. +## Create an Azure DevOps Azure ML Workspace Service Connection +You need to create a service connection to your ML workspace so the Azure DevOps Azure ML task can execute the Azure ML training pipeline. To get there, go to your Azure DevOps project settings page (by clicking on the cog wheel to the bottom left of the screen), and then click on **Service connections** under the **Pipelines** section: + +**Note:** Creating service connection using Azure Machine Learning extension requires 'Owner' or 'User Access Administrator' permissions on the Workspace. + +This is how your service connection looks like. Make sure to pick your resource group and type AML workspace. The connection name specified here needs to be used for the value of the `WORKSPACE_SVC_CONNECTION` set in the variable group below. + +![](./images/svc-connection.png) + + ## Create a Variable Group for your Pipelines We make use of variable group inside Azure DevOps to store variables and their @@ -59,6 +69,7 @@ The variable group should contain the following required variables: | TENANT_ID | | | RESOURCE_GROUP | | | WORKSPACE_NAME | mlops-AML-WS | +| WORKSPACE_SVC_CONNECTION | aml-workspace-connection | Mark **SP_APP_SECRET** variable as a secret one. diff --git a/docs/images/svc-connection.png b/docs/images/svc-connection.png new file mode 100644 index 0000000000000000000000000000000000000000..dc17e575c7c8047406324f54218ead852da65654 GIT binary patch literal 121479 zcmYJa1ymee(=|G{y9R<2BzSOl2?Ptl-GT*ohv313yX)ZYZb5^)ySv+M^8D}p&Vqqq z4Lv>Gr>b`Cy(>gPP7(!?01*TNp?sDS`w9X<1HVFs!$Sf;SbQV)fFBU{UnNCAWux!+ zfhW)=!m`33P-P_2lRgaa9Kl9P-5vx&?SA`)=(jF30)bxhK8p!|bJ00^hKtpncO*Vg 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- pipeline_parameters = {"model_name": e.model_name} - - response = published_pipeline.submit( - aml_workspace, - e.experiment_name, - pipeline_parameters) - - run_id = response.id - print("Pipeline run initiated ", run_id) + print("published pipeline id is", published_pipeline.id) + + # Save the Pipeline ID for other AzDO jobs after script is complete + os.environ['amlpipeline_id'] = published_pipeline.id + savePIDcmd = 'echo "export AMLPIPELINE_ID=$amlpipeline_id" >tmp.sh' + os.system(savePIDcmd) + + # Set this to True for local development or + # if not using Azure DevOps pipeline execution task + skip_train_execution = True + if(skip_train_execution is False): + pipeline_parameters = {"model_name": e.model_name} + response = published_pipeline.submit( + aml_workspace, + e.experiment_name, + pipeline_parameters) + + run_id = response.id + print("Pipeline run initiated ", run_id) if __name__ == "__main__": diff --git a/ml_service/util/env_variables.py b/ml_service/util/env_variables.py index 9fe6d061..f83a9fbd 100644 --- a/ml_service/util/env_variables.py +++ b/ml_service/util/env_variables.py @@ -31,6 +31,7 @@ def __init__(self): self._sources_directory_train = os.environ.get("SOURCES_DIR_TRAIN") self._train_script_path = os.environ.get("TRAIN_SCRIPT_PATH") self._evaluate_script_path = os.environ.get("EVALUATE_SCRIPT_PATH") + self._register_script_path = os.environ.get("REGISTER_SCRIPT_PATH") self._model_name = os.environ.get("MODEL_NAME") self._experiment_name = os.environ.get("EXPERIMENT_NAME") self._model_version = os.environ.get('MODEL_VERSION') @@ -94,6 +95,10 @@ def train_script_path(self): def evaluate_script_path(self): return self._evaluate_script_path + @property + def register_script_path(self): + return self._register_script_path + @property def model_name(self): return self._model_name diff --git a/ml_service/util/register_model.py b/ml_service/util/register_model.py deleted file mode 100644 index 7c99aaac..00000000 --- a/ml_service/util/register_model.py +++ /dev/null @@ -1,37 +0,0 @@ -import sys -import os -import os.path -from azureml.core import Workspace -from azureml.core.model import Model -from azureml.core.authentication import ServicePrincipalAuthentication -from env_variables import Env - -e = Env() - -if os.path.isfile(e.model_path) is False: - print("The given model path %s is invalid" % (e.model_path)) - sys.exit(1) - -SP_AUTH = ServicePrincipalAuthentication( - tenant_id=e.tenant_id, - service_principal_id=e.app_id, - service_principal_password=e.app_secret) - -WORKSPACE = Workspace.get( - e.workspace_name, - SP_AUTH, - e.subscription_id, - e.resource_group -) - -try: - MODEL = Model.register( - model_path=e.model_path, - model_name=e.model_name, - description="Forecasting Model", - workspace=e.workspace) - - print("Model registered successfully. ID: " + MODEL.id) -except Exception as caught_error: - print("Error while registering the model: " + str(caught_error)) - sys.exit(1) From 6c56eeee14703dfb56d05941c1944c0d7d7116f2 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 22 Nov 2019 10:34:24 -0800 Subject: [PATCH 016/129] Generalize model tag finder, tag model experiment_name (#103) --- code/evaluate/evaluate_model.py | 29 ++++---- code/register/register_model.py | 14 ++-- code/util/model_helper.py | 83 ++++++++++------------ ml_service/pipelines/run_train_pipeline.py | 6 +- ml_service/util/env_variables.py | 4 +- 5 files changed, 69 insertions(+), 67 deletions(-) diff --git a/code/evaluate/evaluate_model.py b/code/evaluate/evaluate_model.py index 0959d36b..3cce1fb2 100644 --- a/code/evaluate/evaluate_model.py +++ b/code/evaluate/evaluate_model.py @@ -24,7 +24,8 @@ POSSIBILITY OF SUCH DAMAGE. """ import os -from azureml.core import Model, Run, Workspace, Experiment +import sys +from azureml.core import Run, Workspace, Experiment import argparse from azureml.core.authentication import ServicePrincipalAuthentication import traceback @@ -32,6 +33,8 @@ run = Run.get_context() if (run.id.startswith('OfflineRun')): from dotenv import load_dotenv + sys.path.append(os.path.abspath("./code/util")) # NOQA: E402 + from model_helper import get_model_by_tag # For local development, set values in this section load_dotenv() workspace_name = os.environ.get("WORKSPACE_NAME") @@ -56,8 +59,10 @@ ) ws = aml_workspace exp = Experiment(ws, experiment_name) - run_id = "e78b2c27-5ceb-49d9-8e84-abe7aecf37d5" + run_id = "57fee47f-5ae8-441c-bc0c-d4c371f32d70" else: + sys.path.append(os.path.abspath("./util")) # NOQA: E402 + from model_helper import get_model_by_tag exp = run.experiment ws = run.experiment.workspace run_id = 'amlcompute' @@ -94,16 +99,15 @@ # Paramaterize the matrices on which the models should be compared # Add golden data set on which all the model performance can be evaluated try: - model_list = Model.list(ws) - if (len(model_list) > 0): - production_model = next( - filter( - lambda x: x.created_time == max( - model.created_time for model in model_list), - model_list, - ) - ) - production_model_run_id = production_model.run_id + firstRegistration = False + tag_name = 'experiment_name' + + model = get_model_by_tag( + model_name, tag_name, exp.name, ws) + + if (model is not None): + + production_model_run_id = model.run_id # Get the run history for both production model and # newly trained model and compare mse @@ -136,6 +140,7 @@ else: print("This is the first model, " "thus it should be registered") + except Exception: traceback.print_exc(limit=None, file=None, chain=True) print("Something went wrong trying to evaluate. Exiting.") diff --git a/code/register/register_model.py b/code/register/register_model.py index 17388d62..d3e7e607 100644 --- a/code/register/register_model.py +++ b/code/register/register_model.py @@ -38,7 +38,7 @@ def main(): if (run.id.startswith('OfflineRun')): from dotenv import load_dotenv sys.path.append(os.path.abspath("./code/util")) # NOQA: E402 - from model_helper import get_model_by_build_id + from model_helper import get_model_by_tag # For local development, set values in this section load_dotenv() workspace_name = os.environ.get("WORKSPACE_NAME") @@ -66,7 +66,7 @@ def main(): run_id = "bd184a18-2ac8-4951-8e78-e290bef3b012" else: sys.path.append(os.path.abspath("./util")) # NOQA: E402 - from model_helper import get_model_by_build_id + from model_helper import get_model_by_tag ws = run.experiment.workspace exp = run.experiment run_id = 'amlcompute' @@ -108,7 +108,8 @@ def main(): if (validate): try: - get_model_by_build_id(model_name, build_id, exp.workspace) + tag_name = 'BuildId' + get_model_by_tag(model_name, tag_name, build_id, exp.workspace) print("Model was registered for this build.") except Exception as e: print(e) @@ -139,12 +140,13 @@ def register_aml_model(model_name, exp, run_id, build_id: str = 'none'): model_already_registered(model_name, exp, run_id) run = Run(experiment=exp, run_id=run_id) tagsValue = {"area": "diabetes", "type": "regression", - "BuildId": build_id, "run_id": run_id} + "BuildId": build_id, "run_id": run_id, + "experiment_name": exp.name} else: run = Run(experiment=exp, run_id=run_id) if (run is not None): - tagsValue = {"area": "diabetes", - "type": "regression", "run_id": run_id} + tagsValue = {"area": "diabetes", "type": "regression", + "run_id": run_id, "experiment_name": exp.name} else: print("A model run for experiment", exp.name, "matching properties run_id =", run_id, diff --git a/code/util/model_helper.py b/code/util/model_helper.py index 1609642a..98df0bb8 100644 --- a/code/util/model_helper.py +++ b/code/util/model_helper.py @@ -22,9 +22,10 @@ def get_current_workspace() -> Workspace: return experiment.workspace -def _get_model_by_build_id( +def get_model_by_tag( model_name: str, - build_id: str, + tag_name: str, + tag_value: str, aml_workspace: Workspace = None ) -> AMLModel: """ @@ -34,52 +35,46 @@ def _get_model_by_build_id( Parameters: aml_workspace (Workspace): aml.core Workspace that the model lives. model_name (str): name of the model we are looking for - build_id (str): the build id the model was registered under. + tag (str): the tag value the model was registered under. Return: A single aml model from the workspace that matches the name and tag. """ - # Validate params. cannot be None. - if model_name is None: - raise ValueError("model_name[:str] is required") - if build_id is None: - raise ValueError("build_id[:str] is required") - if aml_workspace is None: - aml_workspace = get_current_workspace() + try: + # Validate params. cannot be None. + if model_name is None: + raise ValueError("model_name[:str] is required") + if tag_name is None: + raise ValueError("tag_name[:str] is required") + if tag_value is None: + raise ValueError("tag[:str] is required") + if aml_workspace is None: + aml_workspace = get_current_workspace() - # get model by tag. - model_list = AMLModel.list( - aml_workspace, name=model_name, - tags=[["BuildId", build_id]], latest=True - ) + # get model by tag. + model_list = AMLModel.list( + aml_workspace, name=model_name, + tags=[[tag_name, tag_value]], latest=True + ) - # latest should only return 1 model, but if it does, then maybe - # internal code was accidentally changed or the source code has changed. - should_not_happen = ("THIS SHOULD NOT HAPPEN: found more than one model " - "for the latest with {{model_name: {model_name}," - "BuildId: {build_id}. Models found: {model_list}}}")\ - .format(model_name=model_name, build_id=build_id, - model_list=model_list) - if len(model_list) > 1: - raise ValueError(should_not_happen) + # latest should only return 1 model, but if it does, + # then maybe sdk or source code changed. + should_not_happen = ("Found more than one model " + "for the latest with {{tag_name: {tag_name}," + "tag_value: {tag_value}. " + "Models found: {model_list}}}")\ + .format(tag_name=tag_name, tag_value=tag_value, + model_list=model_list) + no_model_found = ("No Model found with {{tag_name: {tag_name} ," + "tag_value: {tag_value}.}}")\ + .format(tag_name=tag_name, tag_value=tag_value) - return model_list - - -def get_model_by_build_id( - model_name: str, - build_id: str, - aml_workspace: Workspace = None -) -> AMLModel: - """ - Wrapper function for get_model_by_id that throws an error if model is none - """ - model_list = _get_model_by_build_id(model_name, build_id, aml_workspace) - - if model_list: - return model_list[0] - - no_model_found = ("Model not found with model_name: {model_name} " - "BuildId: {build_id}.")\ - .format(model_name=model_name, build_id=build_id) - raise Exception(no_model_found) + if len(model_list) > 1: + raise ValueError(should_not_happen) + if len(model_list) == 1: + return model_list[0] + else: + print(no_model_found) + return None + except Exception: + raise diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index 65316007..e5c12454 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -10,9 +10,9 @@ def main(): e = Env() service_principal = ServicePrincipalAuthentication( - tenant_id=e.tenant_id, - service_principal_id=e.app_id, - service_principal_password=e.app_secret) + tenant_id=e.tenant_id, + service_principal_id=e.app_id, + service_principal_password=e.app_secret) aml_workspace = Workspace.get( name=e.workspace_name, diff --git a/ml_service/util/env_variables.py b/ml_service/util/env_variables.py index f83a9fbd..5ed59866 100644 --- a/ml_service/util/env_variables.py +++ b/ml_service/util/env_variables.py @@ -7,7 +7,7 @@ class Singleton(object): def __new__(class_, *args, **kwargs): if class_ not in class_._instances: - class_._instances[class_] = super(Singleton, class_).__new__(class_, *args, **kwargs) # noqa E501 + class_._instances[class_] = super(Singleton, class_).__new__(class_, *args, **kwargs) # noqa E501 return class_._instances[class_] @@ -23,7 +23,7 @@ def __init__(self): self._app_secret = os.environ.get("SP_APP_SECRET") self._vm_size = os.environ.get("AML_COMPUTE_CLUSTER_CPU_SKU") self._compute_name = os.environ.get("AML_COMPUTE_CLUSTER_NAME") - self._vm_priority = os.environ.get("AML_CLUSTER_PRIORITY", 'lowpriority') # noqa E501 + self._vm_priority = os.environ.get("AML_CLUSTER_PRIORITY", 'lowpriority') # noqa E501 self._min_nodes = int(os.environ.get("AML_CLUSTER_MIN_NODES", 0)) self._max_nodes = int(os.environ.get("AML_CLUSTER_MAX_NODES", 4)) self._build_id = os.environ.get("BUILD_BUILDID") From d4a7633152c32335bb43209be3a7d84ff8f4ed0b Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 25 Nov 2019 21:03:53 -0800 Subject: [PATCH 017/129] Fix validate logic for no model found (#111) --- code/register/register_model.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/code/register/register_model.py b/code/register/register_model.py index d3e7e607..a1b95696 100644 --- a/code/register/register_model.py +++ b/code/register/register_model.py @@ -109,8 +109,13 @@ def main(): if (validate): try: tag_name = 'BuildId' - get_model_by_tag(model_name, tag_name, build_id, exp.workspace) - print("Model was registered for this build.") + model = get_model_by_tag( + model_name, tag_name, build_id, exp.workspace) + if (model is not None): + print("Model was registered for this build.") + if (model is None): + print("Model was not registered for this run.") + sys.exit(1) except Exception as e: print(e) print("Model was not registered for this run.") From 9bee73ff4f85b54d9ff5614569ce539a7fcc4f74 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Tue, 26 Nov 2019 10:27:18 -0800 Subject: [PATCH 018/129] Add code comments (#114) --- .pipelines/azdo-ci-build-train.yml | 2 ++ code/evaluate/evaluate_model.py | 3 ++- code/register/register_model.py | 3 ++- ml_service/pipelines/run_train_pipeline.py | 4 ++-- 4 files changed, 8 insertions(+), 4 deletions(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 1e729357..d1d92d74 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -47,8 +47,10 @@ stages: steps: - script: | python $(Build.SourcesDirectory)/ml_service/pipelines/run_train_pipeline.py + # Set AMLPIPELINEID variable for next AML Pipeline task in next job source $(Build.SourcesDirectory)/tmp.sh echo "##vso[task.setvariable variable=AMLPIPELINEID;isOutput=true]$AMLPIPELINE_ID" + rm $(Build.SourcesDirectory)/tmp.sh name: 'getpipelineid' displayName: 'Get Pipeline ID' env: diff --git a/code/evaluate/evaluate_model.py b/code/evaluate/evaluate_model.py index 3cce1fb2..2c01c1e0 100644 --- a/code/evaluate/evaluate_model.py +++ b/code/evaluate/evaluate_model.py @@ -46,6 +46,8 @@ app_id = os.environ.get('SP_APP_ID') app_secret = os.environ.get('SP_APP_SECRET') build_id = os.environ.get('BUILD_BUILDID') + # run_id useful to query previous runs + run_id = "57fee47f-5ae8-441c-bc0c-d4c371f32d70" service_principal = ServicePrincipalAuthentication( tenant_id=tenant_id, service_principal_id=app_id, @@ -59,7 +61,6 @@ ) ws = aml_workspace exp = Experiment(ws, experiment_name) - run_id = "57fee47f-5ae8-441c-bc0c-d4c371f32d70" else: sys.path.append(os.path.abspath("./util")) # NOQA: E402 from model_helper import get_model_by_tag diff --git a/code/register/register_model.py b/code/register/register_model.py index a1b95696..bdef3600 100644 --- a/code/register/register_model.py +++ b/code/register/register_model.py @@ -50,6 +50,8 @@ def main(): app_id = os.environ.get('SP_APP_ID') app_secret = os.environ.get('SP_APP_SECRET') build_id = os.environ.get('BUILD_BUILDID') + # run_id useful to query previous runs + run_id = "bd184a18-2ac8-4951-8e78-e290bef3b012" service_principal = ServicePrincipalAuthentication( tenant_id=tenant_id, service_principal_id=app_id, @@ -63,7 +65,6 @@ def main(): ) ws = aml_workspace exp = Experiment(ws, experiment_name) - run_id = "bd184a18-2ac8-4951-8e78-e290bef3b012" else: sys.path.append(os.path.abspath("./util")) # NOQA: E402 from model_helper import get_model_by_tag diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index e5c12454..06abfd4d 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -45,8 +45,8 @@ def main(): savePIDcmd = 'echo "export AMLPIPELINE_ID=$amlpipeline_id" >tmp.sh' os.system(savePIDcmd) - # Set this to True for local development or - # if not using Azure DevOps pipeline execution task + # Set this to True for local development or if NOT + # using Azure DevOps Azure ML agentless pipeline execution task skip_train_execution = True if(skip_train_execution is False): pipeline_parameters = {"model_name": e.model_name} From 50536c5714e3c6eaa75228745219bdc894f579e6 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Tue, 26 Nov 2019 10:32:00 -0800 Subject: [PATCH 019/129] Cleanup getting started (#112) --- docs/getting_started.md | 25 ++++-------------- docs/images/Architecture_DevOps_AI.png | Bin 190063 -> 0 bytes docs/images/EditPipeline1.png | Bin 46302 -> 0 bytes docs/images/EditPipeline2.png | Bin 163627 -> 0 bytes docs/images/EditPipeline3.png | Bin 50470 -> 0 bytes docs/images/EditPipeline4.png | Bin 46651 -> 0 bytes docs/images/EditPipeline5.png | Bin 56424 -> 0 bytes docs/images/EditPipeline6.png | Bin 56970 -> 0 bytes docs/images/EditPipeline7.png | Bin 31603 -> 0 bytes docs/images/EditPipeline8.png | Bin 44509 -> 0 bytes docs/images/Install_Azure_Pipeline.png 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a/docs/getting_started.md b/docs/getting_started.md index a3806b22..db4a4938 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -32,14 +32,13 @@ permissions. Normally a subscription admin can create a Service principal and can provide you the details. ## Create an Azure DevOps Azure ML Workspace Service Connection -You need to create a service connection to your ML workspace so the Azure DevOps Azure ML task can execute the Azure ML training pipeline. To get there, go to your Azure DevOps project settings page (by clicking on the cog wheel to the bottom left of the screen), and then click on **Service connections** under the **Pipelines** section: - -**Note:** Creating service connection using Azure Machine Learning extension requires 'Owner' or 'User Access Administrator' permissions on the Workspace. - -This is how your service connection looks like. Make sure to pick your resource group and type AML workspace. The connection name specified here needs to be used for the value of the `WORKSPACE_SVC_CONNECTION` set in the variable group below. +Install the **Azure Machine Learning** extension to your organization from the +[marketplace](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.vss-services-azureml), +so that you can set up a service connection to your AML workspace. -![](./images/svc-connection.png) +Create a service connection to your ML workspace via the [Azure DevOps Azure ML task instructions](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.vss-services-azureml) to be able to execute the Azure ML training pipeline. The connection name specified here needs to be used for the value of the `WORKSPACE_SVC_CONNECTION` set in the variable group below. +**Note:** Creating service connection using Azure Machine Learning extension requires 'Owner' or 'User Access Administrator' permissions on the Workspace. ## Create a Variable Group for your Pipelines @@ -221,20 +220,6 @@ The pipeline consumes two artifacts: 1. the result of the **Build Pipeline** as it contains configuration files 1. the **model** trained and registered by the ML training pipeline -Install the **Azure Machine Learning** extension to your organization from the -[marketplace](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.vss-services-azureml), -so that you can set up a service connection to your AML workspace. - -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: - -**Note:** Creating service connection using Azure Machine Learning extension -requires 'Owner' or 'User Access Administrator' permissions on the Workspace. - -![workspace connection](./images/workspace-connection.png) - Add an artifact to the pipeline and select **AzureML Model Artifact** source type. 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