From 16dc41a8d9d26d9d55feea5cbc355ca67e77c33e Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 15:22:49 -0800 Subject: [PATCH 01/17] add staged pipeline --- .pipelines/azdo-ci-build-train.yml | 97 ++++++++++++------------------ 1 file changed, 38 insertions(+), 59 deletions(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index efecb7f8..56b9d847 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -3,62 +3,41 @@ trigger: branches: include: - master - -pool: - vmImage: 'ubuntu-latest' - -container: mcr.microsoft.com/mlops/python:latest - - -variables: -- group: devopsforai-aml-vg - - -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 + paths: + exclude: + - code/scoring/ + - docs/ + - environment_setup/ + - charts/ + - ml_service/util/create_scoring_image.py + +stages: +- stage: 'Model_CI' + displayName: 'Model CI' + 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' + 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. Python on ML' + enabled: 'true' + - script: | + python $(Build.SourcesDirectory)/ml_service/pipelines/run_train_pipeline.py + displayName: 'Trigger Training Pipeline' + env: + SP_APP_SECRET: '$(SP_APP_SECRET)' \ No newline at end of file From 7d61de1a8a44820a830e57da31348a80f84c7f1b Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 15:23:21 -0800 Subject: [PATCH 02/17] remove release id --- ml_service/pipelines/run_train_pipeline.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index 11252a88..846917c1 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -7,15 +7,14 @@ def main(): load_dotenv() - workspace_name = os.environ.get("BASE_NAME")+"-AML-WS" - resource_group = os.environ.get("BASE_NAME")+"-AML-RG" + workspace_name = "aml-abtest" + resource_group = os.environ.get("BASE_NAME") 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( @@ -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 c2959a6240c213c90ffe13c8f73274763e79fe9f Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 15:24:17 -0800 Subject: [PATCH 03/17] remove train in release pipeline --- docs/getting_started.md | 63 ++--------------------------------------- 1 file changed, 3 insertions(+), 60 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index a8d10a3c..b65c9914 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. @@ -169,67 +167,12 @@ 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 -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 From 29ab266e40b0fc612f36621554cdfb9180fcd4d8 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 16:11:12 -0800 Subject: [PATCH 04/17] revert to BASE_NAME vars --- ml_service/pipelines/run_train_pipeline.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py index 846917c1..1d942a8c 100644 --- a/ml_service/pipelines/run_train_pipeline.py +++ b/ml_service/pipelines/run_train_pipeline.py @@ -7,8 +7,8 @@ def main(): load_dotenv() - workspace_name = "aml-abtest" - resource_group = os.environ.get("BASE_NAME") + 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") From e0151798935d3ffd3c3bea7d574b0eeeb7fd6be4 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 16:27:26 -0800 Subject: [PATCH 05/17] Move train trigger to new stage --- .pipelines/azdo-ci-build-train.yml | 24 +++++++++++++++++------- 1 file changed, 17 insertions(+), 7 deletions(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 56b9d847..6a24756e 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -11,14 +11,15 @@ trigger: - 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' + stages: - stage: 'Model_CI' displayName: 'Model CI' - 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' jobs: - job: "Model_CI_Pipeline" displayName: "Model CI Pipeline" @@ -34,8 +35,17 @@ stages: failOnStderr: 'false' env: SP_APP_SECRET: '$(SP_APP_SECRET)' - displayName: 'Publish Azure Machine Learning Pipeline. Python on ML' - enabled: 'true' + displayName: 'Publish Azure Machine Learning Pipeline' +- stage: 'Trigger_AML_Pipeline' + displayName: 'Train, evaluate, register model' + jobs: + - job: "Invoke_Model_Pipeline" + 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' From 7fc1927bd95dd31e76976bb5f0eeec6fd535f485 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 16:41:19 -0800 Subject: [PATCH 06/17] cleanup register comments --- ml_service/pipelines/build_train_pipeline.py | 21 -------------------- 1 file changed, 21 deletions(-) diff --git a/ml_service/pipelines/build_train_pipeline.py b/ml_service/pipelines/build_train_pipeline.py index cd65ff83..481c68e5 100644 --- a/ml_service/pipelines/build_train_pipeline.py +++ b/ml_service/pipelines/build_train_pipeline.py @@ -22,7 +22,6 @@ 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 = 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) From 668165da9e494e9f52bb647c9aa24b87a3d10ae3 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 17:09:43 -0800 Subject: [PATCH 07/17] add conditional for triggering train pipe --- .pipelines/azdo-ci-build-train.yml | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 6a24756e..3890ce63 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -16,6 +16,9 @@ variables: # 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. Set to false to disable. +- name: auto-trigger-training + value: true stages: - stage: 'Model_CI' @@ -37,9 +40,10 @@ stages: SP_APP_SECRET: '$(SP_APP_SECRET)' displayName: 'Publish Azure Machine Learning Pipeline' - stage: 'Trigger_AML_Pipeline' - displayName: 'Train, evaluate, register model' + displayName: 'Train, evaluate, register model via previously published AML pipeline' jobs: - job: "Invoke_Model_Pipeline" + condition: and(succeeded(), eq(variables['auto-trigger-training'], true)) displayName: "Invoke Model Pipeline and evaluate results to register" pool: vmImage: 'ubuntu-latest' From 22c12c3dba7009c903c78c6ef2ac4f2c41c49e05 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 17:15:39 -0800 Subject: [PATCH 08/17] update doc steps --- docs/getting_started.md | 29 ++--------------------------- 1 file changed, 2 insertions(+), 27 deletions(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index b65c9914..46930076 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -171,29 +171,7 @@ Great, you now have the build pipeline set up which automatically triggers every branch. The pipeline performs linting, unit testing, builds and publishes and executes a **ML Training Pipeline** in a **ML Workspace**. -### Set up a Release Trigger Pipeline to Train the Model - -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 -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 @@ -206,14 +184,11 @@ This is the final picture of what your release pipeline should look like: ![deploy model](./images/deploy-model.png) -The pipeline consumes two artifacts: +The pipeline consumes one artifact: 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. From 330821a64a19ce06dc7151670955bd2ae2af1e74 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 17:30:57 -0800 Subject: [PATCH 09/17] string vs boolean --- .pipelines/azdo-ci-build-train.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 3890ce63..8884e4f0 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -18,7 +18,7 @@ variables: value: 'build_train_pipeline.py' # Automatically triggers the train, evaluate, register pipeline after the CI steps. Set to false to disable. - name: auto-trigger-training - value: true + value: 'true' stages: - stage: 'Model_CI' @@ -43,7 +43,7 @@ stages: displayName: 'Train, evaluate, register model via previously published AML pipeline' jobs: - job: "Invoke_Model_Pipeline" - condition: and(succeeded(), eq(variables['auto-trigger-training'], true)) + condition: and(succeeded(), eq(variables['auto-trigger-training'], 'true')) displayName: "Invoke Model Pipeline and evaluate results to register" pool: vmImage: 'ubuntu-latest' From ede9fd0db269bd7d71d257483ff0f12965c58766 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 20:08:28 -0800 Subject: [PATCH 10/17] var to boolean --- .pipelines/azdo-ci-build-train.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 8884e4f0..220097e0 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -18,7 +18,7 @@ variables: value: 'build_train_pipeline.py' # Automatically triggers the train, evaluate, register pipeline after the CI steps. Set to false to disable. - name: auto-trigger-training - value: 'true' + value: true stages: - stage: 'Model_CI' From e9ed1c170931835358a3824c84ec4bae1dad9fad Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 20:08:54 -0800 Subject: [PATCH 11/17] set to false --- .pipelines/azdo-ci-build-train.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 220097e0..848e6f3b 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -18,7 +18,7 @@ variables: value: 'build_train_pipeline.py' # Automatically triggers the train, evaluate, register pipeline after the CI steps. Set to false to disable. - name: auto-trigger-training - value: true + value: false stages: - stage: 'Model_CI' From db4dedf42e751b0be8cc571abbce016b43684940 Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 20:13:58 -0800 Subject: [PATCH 12/17] try with true --- .pipelines/azdo-ci-build-train.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 848e6f3b..220097e0 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -18,7 +18,7 @@ variables: value: 'build_train_pipeline.py' # Automatically triggers the train, evaluate, register pipeline after the CI steps. Set to false to disable. - name: auto-trigger-training - value: false + value: true stages: - stage: 'Model_CI' From ba0095fdf25e33b3ea3024c8b59baacfe5f6941c Mon Sep 17 00:00:00 2001 From: David Tesar Date: Fri, 8 Nov 2019 20:24:58 -0800 Subject: [PATCH 13/17] cleanup images --- docs/getting_started.md | 7 +++++++ 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 8 files changed, 7 insertions(+) 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/docs/getting_started.md b/docs/getting_started.md index 46930076..cd0798c6 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -171,6 +171,13 @@ Great, you now have the build pipeline set up which automatically triggers every branch. The pipeline performs linting, unit testing, builds and publishes and executes a **ML Training Pipeline** in a **ML Workspace**. +![running training pipeline](./images/running-training-pipeline.png) + +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) + 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 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 zcmZ_018|&g`vw}@M#DC?Z8cWY*tW5;ZQD*7+r~x>+oZ8=^K3u-zu(L`XJ>ZyeV+F* zZd}(r8=<5ig^WOe00stzEd5nn1q=*A7z_+N01gI}6FY*^0S1OJVksu3BrPUJs^nyE zW@%#z2KF@~B@Oml(lUns#mC1{2u`?v^3N>NZW(w1|GBD|cqj~+Xn2v~(6McVYHD)w za(Yu`@&0D82ArWlTV;BK4brIa4n`cC@-7mO;I)TouZynn4Ch|C{prbW^K%|duyUxD zugNHM;PGUWSW-|PY}?zIc#q)zurmG#lVGV+3E}C6hGbwVM|T(3J-EV{Ckzu28Xxa3 ze%PjriUZ(a2x2@DbXz9*-bjn;pAxt+!HQ9u39HAj7OLIxla=gn;SFP{#OmQ@hR{7a%vqDy z#-TSioD2MEiQ_=^MwP*Y9Gz1C8@U(slO*WrRe`!9xW71Gqnn86Hm2Gy_ z00*cssYi9rT;9&;nrpIX&zUhE-!Z=_GAiSdMQb$3q_9lrXA=~3>eL`0tIeZAy38Fv zVG{BR-DNt!uG{rudr}U#ZfrC^K7h|)W1(=oUTNdk@5RrvXz!(-*UptqCZ>EiD1jY2 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zxNfZtCiVHR%7HF7Be}sHUDxrhs>g{2`$#F3{kHLv^Xi%+E<~lt9dUtSP_WgjZ{r%8jk}pfj{=65D>HraE+o z*)!rF&72wq@tW^t`ofmcsRK@_P)(eo<4SiY!DA<#bt7+5_a_FUTix-xIHWhC-*DQT zI<&n!Mv(8`P>;ScaI< zCHRaK1#HpBHHe<>0?#w+-O+h|_n%Wu)O4wmroBJ1?DABD_a{!|-?OVPk75orss+Jk z2Qkc{B&`j4_x65`rgo@ez1~5Pe75GJvd5iPcZf3?PP=V#neQd=BEK}TsMkj{LmWXt zfl|ZgB2xCGk#PAKj2kMnePOdf95(yZb)J$km76vroj*YQgig0}<{w#H;zLs?kFd+G zCTA}*HaDcO`O`CY>G|{#5t55`tG#ElRmjk8`AqZmpeshbP=|1((+LE*S@y6LkRnzw zR8-X^ieF-=dZf+FsA-d&Y{I$p19{2&FhDE}zI)KjOAscA>H4+GpXD{~g)1~kmsTCj zMZ@I%9{@?C99i1uuzuA0X*COxzd{b6|Iz=N!TEnRX8QP(;P`nns(hvD(}RC~=$@gO KLDg-iKmG^9Pr7*k From 1d73d656b320e463bb57afeea61d9e6e6b904e2f Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 11 Nov 2019 11:48:09 -0800 Subject: [PATCH 14/17] Use Coalesce so override works --- .pipelines/azdo-ci-build-train.yml | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 220097e0..09fc264b 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -16,9 +16,10 @@ variables: # 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. Set to false to disable. -- name: auto-trigger-training - value: true +# 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' @@ -43,7 +44,7 @@ stages: displayName: 'Train, evaluate, register model via previously published AML pipeline' jobs: - job: "Invoke_Model_Pipeline" - condition: and(succeeded(), eq(variables['auto-trigger-training'], 'true')) + condition: and(succeeded(), eq(coalesce(variables['auto-trigger-training'], 'true'), 'true')) displayName: "Invoke Model Pipeline and evaluate results to register" pool: vmImage: 'ubuntu-latest' From fcad775351046a24cdb6639eecced13f6686f65e Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 11 Nov 2019 16:33:11 -0800 Subject: [PATCH 15/17] add back build artifacts --- .pipelines/azdo-ci-build-train.yml | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index 09fc264b..b285a768 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -55,4 +55,18 @@ stages: python $(Build.SourcesDirectory)/ml_service/pipelines/run_train_pipeline.py displayName: 'Trigger Training Pipeline' env: - SP_APP_SECRET: '$(SP_APP_SECRET)' \ No newline at end of file + 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 From 8fb5fe2d38d3fca6a0ff2cd3f619710ebe793cdd Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 11 Nov 2019 16:35:42 -0800 Subject: [PATCH 16/17] address feedback --- docs/getting_started.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/docs/getting_started.md b/docs/getting_started.md index cd0798c6..d39be2e8 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -171,6 +171,13 @@ Great, you now have the build pipeline set up which automatically triggers every 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 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). + ![running training pipeline](./images/running-training-pipeline.png) The training pipeline will train, evaluate, and register a new model. Wait until @@ -191,7 +198,7 @@ This is the final picture of what your release pipeline should look like: ![deploy model](./images/deploy-model.png) -The pipeline consumes one artifact: +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 From f266b6a5348ee3c2944a213ef1358894206a5d1f Mon Sep 17 00:00:00 2001 From: David Tesar Date: Mon, 11 Nov 2019 16:38:34 -0800 Subject: [PATCH 17/17] include code/scoring path for ci --- .pipelines/azdo-ci-build-train.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.pipelines/azdo-ci-build-train.yml b/.pipelines/azdo-ci-build-train.yml index b285a768..c2453d4d 100644 --- a/.pipelines/azdo-ci-build-train.yml +++ b/.pipelines/azdo-ci-build-train.yml @@ -5,7 +5,6 @@ trigger: - master paths: exclude: - - code/scoring/ - docs/ - environment_setup/ - charts/