From 83829cd8d8744b96b286a81ce9053f9642517a26 Mon Sep 17 00:00:00 2001 From: jeff-shepherd <39775772+jeff-shepherd@users.noreply.github.com> Date: Thu, 26 Jan 2023 08:58:34 -0800 Subject: [PATCH] Ran sdk/python/readme.py (#2040) This fixed the kernel for some notebooks and cleaned some whitespace in workflow files. --- ...y-share-models-components-environments.yml | 2 +- .../sdk-assets-component-component.yml | 2 +- .github/workflows/sdk-assets-data-data.yml | 2 +- .../sdk-assets-data-working_with_mltable.yml | 2 +- .../sdk-assets-environment-environment.yml | 2 +- .github/workflows/sdk-assets-model-model.yml | 2 +- ...dk-endpoints-batch-custom-output-batch.yml | 2 +- ...dpoints-batch-mlflow-for-batch-tabular.yml | 2 +- .../sdk-endpoints-batch-mnist-batch.yml | 2 +- ...dpoints-batch-text-summarization-batch.yml | 2 +- ...-endpoints-custom-container-multimodel.yml | 2 +- ...iner-online-endpoints-custom-container.yml | 2 +- ...iner-triton-online-endpoints-triton-cc.yml | 2 +- ...bernetes-online-endpoints-safe-rollout.yml | 2 +- ...tes-online-endpoints-simple-deployment.yml | 2 +- ...-online-endpoints-managed-identity-sai.yml | 2 +- ...-online-endpoints-managed-identity-uai.yml | 2 +- ...naged-online-endpoints-binary-payloads.yml | 2 +- ...aged-online-endpoints-inference-schema.yml | 2 +- ...line-managed-online-endpoints-keyvault.yml | 2 +- ...ne-managed-online-endpoints-multimodel.yml | 2 +- ...nline-managed-online-endpoints-openapi.yml | 2 +- ...-managed-online-endpoints-safe-rollout.yml | 2 +- ...ged-online-endpoints-simple-deployment.yml | 2 +- ...points-deploy-mlflow-model-with-script.yml | 2 +- ...w-online-endpoints-deploy-mlflow-model.yml | 2 +- ...n-single-model-online-endpoints-triton.yml | 2 +- ...toml-classification-task-bankmarketing.yml | 2 +- ...hub-dau-auto-ml-forecasting-github-dau.yml | 2 +- ...-forecasting-orange-juice-sales-mlflow.yml | 2 +- ...e-share-auto-ml-forecasting-bike-share.yml | 2 +- ...orecasting-task-energy-demand-advanced.yml | 4 +- ...ification-multiclass-task-fridge-items.yml | 4 +- ...ification-multilabel-task-fridge-items.yml | 4 +- ...nstance-segmentation-task-fridge-items.yml | 4 +- ...age-object-detection-task-fridge-items.yml | 4 +- ...tection-batch-scoring-non-mlflow-model.yml | 4 +- ...automl-nlp-multiclass-sentiment-mlflow.yml | 4 +- ...alysis-automl-nlp-multiclass-sentiment.yml | 4 +- ...zation-automl-nlp-multilabel-paper-cat.yml | 4 +- ...ognition-task-automl-nlp-text-ner-task.yml | 4 +- ...ext-ner-task-distributed-with-sweeping.yml | 4 +- ...l-regression-task-hardware-performance.yml | 2 +- .github/workflows/sdk-jobs-configuration.yml | 2 +- ...aml-pipeline_with_components_from_yaml.yml | 2 +- ...peline_with_python_function_components.yml | 2 +- ...eep-pipeline_with_hyperparameter_sweep.yml | 2 +- ...ts-pipeline_with_non_python_components.yml | 2 +- ...ts-pipeline_with_registered_components.yml | 2 +- ...lel_nodes-pipeline_with_parallel_nodes.yml | 2 +- ...assification-bankmarketing-in-pipeline.yml | 2 +- ...ipeline-automl-forecasting-in-pipeline.yml | 2 +- ...-classification-multiclass-in-pipeline.yml | 4 +- ...mage-instance-segmentation-in-pipeline.yml | 4 +- ...oml-image-object-detection-in-pipeline.yml | 4 +- ...l-regression-house-pricing-in-pipeline.yml | 2 +- ...automl-text-classification-in-pipeline.yml | 2 +- ...-classification-multilabel-in-pipeline.yml | 2 +- ...r-named-entity-recognition-in-pipeline.yml | 2 +- ...tensorflow-train_mnist_with_tensorflow.yml | 2 +- ...th_pytorch-train_cifar_10_with_pytorch.yml | 2 +- ...ta_regression-nyc_taxi_data_regression.yml | 2 +- ...net-image_classification_with_densenet.yml | 2 +- ...ge_classification_keras_minist_convnet.yml | 2 +- ...ep-debug-and-monitor-debug-and-monitor.yml | 2 +- ...step-lightgbm-iris-lightgbm-iris-sweep.yml | 2 +- ...stributed-training-distributed-cifar10.yml | 2 +- ...-single-step-pytorch-iris-pytorch-iris.yml | 2 +- ...yperparameter-tune-deploy-with-pytorch.yml | 2 +- ...e-step-r-accidents-accident-prediction.yml | 2 +- ...scikit-learn-diabetes-sklearn-diabetes.yml | 2 +- ...ep-scikit-learn-iris-iris-scikit-learn.yml | 2 +- ...-step-scikit-learn-mnist-sklearn-mnist.yml | 2 +- ...d-tensorflow-mnist-distributed-horovod.yml | 2 +- ...stributed-tensorflow-mnist-distributed.yml | 2 +- ...step-tensorflow-mnist-tensorflow-mnist.yml | 2 +- .../sdk-resources-compute-compute.yml | 2 +- ...sdk-resources-registry-registry-create.yml | 2 +- .../sdk-resources-workspace-workspace.yml | 2 +- ...leaidashboard-diabetes-decision-making.yml | 2 +- ...rd-diabetes-regression-model-debugging.yml | 2 +- ...housing-classification-model-debugging.yml | 2 +- ...bleaidashboard-housing-decision-making.yml | 2 +- ...-programmer-regression-model-debugging.yml | 2 +- .../workflows/sdk-schedules-job-schedule.yml | 2 +- sdk/python/README.md | 35 +++++++----- .../endpoints/batch/custom-output-batch.ipynb | 4 +- .../batch/imagenet-classifier-batch.ipynb | 4 +- .../batch/mlflow-for-batch-images.ipynb | 4 +- .../batch/mlflow-for-batch-tabular.ipynb | 4 +- sdk/python/endpoints/batch/mnist-batch.ipynb | 4 +- .../batch/text-summarization-batch.ipynb | 4 +- ...ml-classification-task-bankmarketing.ipynb | 4 +- ...ction-batch-scoring-non-mlflow-model.ipynb | 38 ++++++------- ...lassification-multiclass-in-pipeline.ipynb | 54 +++++++++--------- ...lassification-multilabel-in-pipeline.ipynb | 54 +++++++++--------- ...ge-instance-segmentation-in-pipeline.ipynb | 56 +++++++++---------- ...l-image-object-detection-in-pipeline.ipynb | 56 +++++++++---------- .../objectdetectionAzureML.ipynb | 4 +- .../deploy/mlflow_sdk_online_endpoints.ipynb | 4 +- ...flow_sdk_online_endpoints_progresive.ipynb | 4 +- .../deploy/mlflow_sdk_web_service.ipynb | 4 +- .../deploy/scoring_to_mlmodel.ipynb | 4 +- .../keras_mnist_with_mlflow.ipynb | 4 +- 104 files changed, 273 insertions(+), 270 deletions(-) diff --git a/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml b/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml index bd0f6b8d45..9e8dbccb96 100644 --- a/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml +++ b/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-assets-component-component.yml b/.github/workflows/sdk-assets-component-component.yml index 08710cd3e2..0556ab3b4d 100644 --- a/.github/workflows/sdk-assets-component-component.yml +++ b/.github/workflows/sdk-assets-component-component.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-assets-data-data.yml b/.github/workflows/sdk-assets-data-data.yml index edd6c6e280..7ec5b390bd 100644 --- a/.github/workflows/sdk-assets-data-data.yml +++ b/.github/workflows/sdk-assets-data-data.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-assets-data-working_with_mltable.yml b/.github/workflows/sdk-assets-data-working_with_mltable.yml index 0292b3ef1d..1e51ca95fc 100644 --- a/.github/workflows/sdk-assets-data-working_with_mltable.yml +++ b/.github/workflows/sdk-assets-data-working_with_mltable.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-assets-environment-environment.yml b/.github/workflows/sdk-assets-environment-environment.yml index b90682b214..e94c45f9c2 100644 --- a/.github/workflows/sdk-assets-environment-environment.yml +++ b/.github/workflows/sdk-assets-environment-environment.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-assets-model-model.yml b/.github/workflows/sdk-assets-model-model.yml index d019c3d69d..90b3bfbfd8 100644 --- a/.github/workflows/sdk-assets-model-model.yml +++ b/.github/workflows/sdk-assets-model-model.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-batch-custom-output-batch.yml b/.github/workflows/sdk-endpoints-batch-custom-output-batch.yml index 7264019873..40663e8a6a 100644 --- a/.github/workflows/sdk-endpoints-batch-custom-output-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-custom-output-batch.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-batch-mlflow-for-batch-tabular.yml b/.github/workflows/sdk-endpoints-batch-mlflow-for-batch-tabular.yml index 5124f00f60..0058956df9 100644 --- a/.github/workflows/sdk-endpoints-batch-mlflow-for-batch-tabular.yml +++ b/.github/workflows/sdk-endpoints-batch-mlflow-for-batch-tabular.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-batch-mnist-batch.yml b/.github/workflows/sdk-endpoints-batch-mnist-batch.yml index e3062c4a3e..7b3d2a02b5 100644 --- a/.github/workflows/sdk-endpoints-batch-mnist-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-mnist-batch.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-batch-text-summarization-batch.yml b/.github/workflows/sdk-endpoints-batch-text-summarization-batch.yml index 8471ce81d8..5b030cbe57 100644 --- a/.github/workflows/sdk-endpoints-batch-text-summarization-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-text-summarization-batch.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml index b232b7dd39..fa3daa342d 100644 --- a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml +++ b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml index 085c6b7934..5fac63ae84 100644 --- a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml +++ b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml b/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml index f47122c509..a7b30f86fc 100644 --- a/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml +++ b/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml index f92b7e9160..560f925b8a 100644 --- a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml +++ b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml index ff84c8e7c9..8a71cd1f4e 100644 --- a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml +++ b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml index 4d177d2660..90def4691d 100644 --- a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml +++ b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml index 5f5817f8d1..da810f8bac 100644 --- a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml +++ b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml index 248963b832..e0259e2cf6 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml index 08f2f0a06f..671da386b5 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml index 500a77c739..0fc5413430 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml index 8643fde443..e5c0fd1c1f 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml index a6f01a2293..01ad60b537 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml index 8839fa0afa..fc5f718da2 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml index 75c14aadbe..e2f2a4662f 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml index 889905b458..6344e62a69 100644 --- a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml +++ b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml index 0274505cad..c304a7794d 100644 --- a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml +++ b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml b/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml index 38c2cec66c..b18cad27f8 100644 --- a/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml +++ b/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml index 6db1f8658d..8617ef5444 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml index e5783ca8c3..52a4acd067 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml index 419c48e9ea..d6ac5c7e00 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml index b45b839e44..f3b00100b6 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml index eb264ec0c5..47061b9282 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml @@ -30,12 +30,10 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - - name: pip install mlflow reqs - run: pip install -r sdk/python/mlflow-requirements.txt - name: azure login uses: azure/login@v1 with: diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multiclass-task-fridge-items-automl-image-classification-multiclass-task-fridge-items.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multiclass-task-fridge-items-automl-image-classification-multiclass-task-fridge-items.yml index 19f8ef27e7..feeffc20aa 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multiclass-task-fridge-items-automl-image-classification-multiclass-task-fridge-items.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multiclass-task-fridge-items-automl-image-classification-multiclass-task-fridge-items.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-classification-multiclass-task-fridge-items.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-classification-multiclass-task-fridge-items.ipynb automl-image-classification-multiclass-task-fridge-items.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multiclass-task-fridge-items - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multilabel-task-fridge-items-automl-image-classification-multilabel-task-fridge-items.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multilabel-task-fridge-items-automl-image-classification-multilabel-task-fridge-items.yml index 5f0d063cb0..3b4b4f7261 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multilabel-task-fridge-items-automl-image-classification-multilabel-task-fridge-items.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-classification-multilabel-task-fridge-items-automl-image-classification-multilabel-task-fridge-items.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-classification-multilabel-task-fridge-items.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-classification-multilabel-task-fridge-items.ipynb automl-image-classification-multilabel-task-fridge-items.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multilabel-task-fridge-items - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml index 6465b6c92f..66585893bc 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-instance-segmentation-task-fridge-items.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-instance-segmentation-task-fridge-items.ipynb automl-image-instance-segmentation-task-fridge-items.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml index 04c1184475..7286f61ba1 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-object-detection-task-fridge-items.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-object-detection-task-fridge-items.ipynb automl-image-object-detection-task-fridge-items.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-batch-scoring-image-object-detection-batch-scoring-non-mlflow-model.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-batch-scoring-image-object-detection-batch-scoring-non-mlflow-model.yml index e53fc6b3ee..29a72308ba 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-batch-scoring-image-object-detection-batch-scoring-non-mlflow-model.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-batch-scoring-image-object-detection-batch-scoring-non-mlflow-model.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "image-object-detection-batch-scoring-non-mlflow-model.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster image-object-detection-batch-scoring-non-mlflow-model.ipynb image-object-detection-batch-scoring-non-mlflow-model.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment-mlflow.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment-mlflow.yml index 331b1575f7..d49893980e 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment-mlflow.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment-mlflow.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-nlp-multiclass-sentiment-mlflow.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-nlp-multiclass-sentiment-mlflow.ipynb automl-nlp-multiclass-sentiment-mlflow.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multiclass-task-sentiment-analysis - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment.yml index 4d0fe58212..ecd02a9e6f 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multiclass-task-sentiment-analysis-automl-nlp-multiclass-sentiment.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -64,7 +64,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-nlp-multiclass-sentiment.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-nlp-multiclass-sentiment.ipynb automl-nlp-multiclass-sentiment.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multiclass-task-sentiment-analysis - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multilabel-task-paper-categorization-automl-nlp-multilabel-paper-cat.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multilabel-task-paper-categorization-automl-nlp-multilabel-paper-cat.yml index 0b7084ff47..7a4ab3ca00 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multilabel-task-paper-categorization-automl-nlp-multilabel-paper-cat.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-classification-multilabel-task-paper-categorization-automl-nlp-multilabel-paper-cat.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-nlp-multilabel-paper-cat.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-nlp-multilabel-paper-cat.ipynb automl-nlp-multilabel-paper-cat.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multilabel-task-paper-categorization - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-automl-nlp-text-ner-task.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-automl-nlp-text-ner-task.yml index 4645b5713e..8e241d8061 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-automl-nlp-text-ner-task.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-automl-nlp-text-ner-task.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-nlp-text-ner-task.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-nlp-text-ner-task.ipynb automl-nlp-text-ner-task.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-distributed-sweeping-automl-nlp-text-ner-task-distributed-with-sweeping.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-distributed-sweeping-automl-nlp-text-ner-task-distributed-with-sweeping.yml index 91c606d04e..90bc9358d9 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-distributed-sweeping-automl-nlp-text-ner-task-distributed-with-sweeping.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-nlp-text-named-entity-recognition-task-distributed-sweeping-automl-nlp-text-ner-task-distributed-with-sweeping.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -66,7 +66,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-nlp-text-ner-task-distributed-with-sweeping.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-nlp-text-ner-task-distributed-with-sweeping.ipynb automl-nlp-text-ner-task-distributed-with-sweeping.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task-distributed-sweeping - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml index 4c49d1136f..3fd39752e7 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-configuration.yml b/.github/workflows/sdk-jobs-configuration.yml index c6dd98610a..0c47b1613c 100644 --- a/.github/workflows/sdk-jobs-configuration.yml +++ b/.github/workflows/sdk-jobs-configuration.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1a_pipeline_with_components_from_yaml-pipeline_with_components_from_yaml.yml b/.github/workflows/sdk-jobs-pipelines-1a_pipeline_with_components_from_yaml-pipeline_with_components_from_yaml.yml index 6fc8edf43d..4c9a12f433 100644 --- a/.github/workflows/sdk-jobs-pipelines-1a_pipeline_with_components_from_yaml-pipeline_with_components_from_yaml.yml +++ b/.github/workflows/sdk-jobs-pipelines-1a_pipeline_with_components_from_yaml-pipeline_with_components_from_yaml.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1b_pipeline_with_python_function_components-pipeline_with_python_function_components.yml b/.github/workflows/sdk-jobs-pipelines-1b_pipeline_with_python_function_components-pipeline_with_python_function_components.yml index f52e173f81..a248d34f3c 100644 --- a/.github/workflows/sdk-jobs-pipelines-1b_pipeline_with_python_function_components-pipeline_with_python_function_components.yml +++ b/.github/workflows/sdk-jobs-pipelines-1b_pipeline_with_python_function_components-pipeline_with_python_function_components.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1c_pipeline_with_hyperparameter_sweep-pipeline_with_hyperparameter_sweep.yml b/.github/workflows/sdk-jobs-pipelines-1c_pipeline_with_hyperparameter_sweep-pipeline_with_hyperparameter_sweep.yml index 36190b0a12..a36c6bd87c 100644 --- a/.github/workflows/sdk-jobs-pipelines-1c_pipeline_with_hyperparameter_sweep-pipeline_with_hyperparameter_sweep.yml +++ b/.github/workflows/sdk-jobs-pipelines-1c_pipeline_with_hyperparameter_sweep-pipeline_with_hyperparameter_sweep.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1d_pipeline_with_non_python_components-pipeline_with_non_python_components.yml b/.github/workflows/sdk-jobs-pipelines-1d_pipeline_with_non_python_components-pipeline_with_non_python_components.yml index be3da8951c..482c346d11 100644 --- a/.github/workflows/sdk-jobs-pipelines-1d_pipeline_with_non_python_components-pipeline_with_non_python_components.yml +++ b/.github/workflows/sdk-jobs-pipelines-1d_pipeline_with_non_python_components-pipeline_with_non_python_components.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1e_pipeline_with_registered_components-pipeline_with_registered_components.yml b/.github/workflows/sdk-jobs-pipelines-1e_pipeline_with_registered_components-pipeline_with_registered_components.yml index 75910ada40..229b9de899 100644 --- a/.github/workflows/sdk-jobs-pipelines-1e_pipeline_with_registered_components-pipeline_with_registered_components.yml +++ b/.github/workflows/sdk-jobs-pipelines-1e_pipeline_with_registered_components-pipeline_with_registered_components.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1g_pipeline_with_parallel_nodes-pipeline_with_parallel_nodes.yml b/.github/workflows/sdk-jobs-pipelines-1g_pipeline_with_parallel_nodes-pipeline_with_parallel_nodes.yml index a7cf46265e..e6d5a7c62d 100644 --- a/.github/workflows/sdk-jobs-pipelines-1g_pipeline_with_parallel_nodes-pipeline_with_parallel_nodes.yml +++ b/.github/workflows/sdk-jobs-pipelines-1g_pipeline_with_parallel_nodes-pipeline_with_parallel_nodes.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-classification-bankmarketing-in-pipeline-automl-classification-bankmarketing-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-classification-bankmarketing-in-pipeline-automl-classification-bankmarketing-in-pipeline.yml index 13fc87f519..3e630a4993 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-classification-bankmarketing-in-pipeline-automl-classification-bankmarketing-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-classification-bankmarketing-in-pipeline-automl-classification-bankmarketing-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-forecasting-in-pipeline-automl-forecasting-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-forecasting-in-pipeline-automl-forecasting-in-pipeline.yml index be67aa00d9..5766c06ff1 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-forecasting-in-pipeline-automl-forecasting-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-forecasting-in-pipeline-automl-forecasting-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-classification-multiclass-in-pipeline-automl-image-classification-multiclass-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-classification-multiclass-in-pipeline-automl-image-classification-multiclass-in-pipeline.yml index b5f10ec18b..5186d43011 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-classification-multiclass-in-pipeline-automl-image-classification-multiclass-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-classification-multiclass-in-pipeline-automl-image-classification-multiclass-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -64,7 +64,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-classification-multiclass-in-pipeline.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-classification-multiclass-in-pipeline.ipynb automl-image-classification-multiclass-in-pipeline.output.ipynb working-directory: sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multiclass-in-pipeline - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-instance-segmentation-in-pipeline-automl-image-instance-segmentation-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-instance-segmentation-in-pipeline-automl-image-instance-segmentation-in-pipeline.yml index d7a127d895..4112b2e54d 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-instance-segmentation-in-pipeline-automl-image-instance-segmentation-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-instance-segmentation-in-pipeline-automl-image-instance-segmentation-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -64,7 +64,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-instance-segmentation-in-pipeline.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-instance-segmentation-in-pipeline.ipynb automl-image-instance-segmentation-in-pipeline.output.ipynb working-directory: sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-object-detection-in-pipeline-automl-image-object-detection-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-object-detection-in-pipeline-automl-image-object-detection-in-pipeline.yml index 824baf386e..03b8d1574b 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-object-detection-in-pipeline-automl-image-object-detection-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-image-object-detection-in-pipeline-automl-image-object-detection-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt @@ -64,7 +64,7 @@ jobs: source "${{ github.workspace }}/infra/init_environment.sh"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "automl-image-object-detection-in-pipeline.ipynb"; - [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; + [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-object-detection-in-pipeline.ipynb automl-image-object-detection-in-pipeline.output.ipynb working-directory: sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-object-detection-in-pipeline - name: upload notebook's working folder as an artifact diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-regression-house-pricing-in-pipeline-automl-regression-house-pricing-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-regression-house-pricing-in-pipeline-automl-regression-house-pricing-in-pipeline.yml index a13f3de8ea..286bff3537 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-regression-house-pricing-in-pipeline-automl-regression-house-pricing-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-regression-house-pricing-in-pipeline-automl-regression-house-pricing-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-in-pipeline-automl-text-classification-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-in-pipeline-automl-text-classification-in-pipeline.yml index ed19efc2a2..4e853a7544 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-in-pipeline-automl-text-classification-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-in-pipeline-automl-text-classification-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-multilabel-in-pipeline-automl-text-classification-multilabel-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-multilabel-in-pipeline-automl-text-classification-multilabel-in-pipeline.yml index 25ccd5af9f..a8655a00be 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-multilabel-in-pipeline-automl-text-classification-multilabel-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-classification-multilabel-in-pipeline-automl-text-classification-multilabel-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-ner-named-entity-recognition-in-pipeline-automl-text-ner-named-entity-recognition-in-pipeline.yml b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-ner-named-entity-recognition-in-pipeline-automl-text-ner-named-entity-recognition-in-pipeline.yml index 130b4c93c5..3ead573917 100644 --- a/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-ner-named-entity-recognition-in-pipeline-automl-text-ner-named-entity-recognition-in-pipeline.yml +++ b/.github/workflows/sdk-jobs-pipelines-1h_automl_in_pipeline-automl-text-ner-named-entity-recognition-in-pipeline-automl-text-ner-named-entity-recognition-in-pipeline.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-2a_train_mnist_with_tensorflow-train_mnist_with_tensorflow.yml b/.github/workflows/sdk-jobs-pipelines-2a_train_mnist_with_tensorflow-train_mnist_with_tensorflow.yml index ae3e5a4051..ad02472906 100644 --- a/.github/workflows/sdk-jobs-pipelines-2a_train_mnist_with_tensorflow-train_mnist_with_tensorflow.yml +++ b/.github/workflows/sdk-jobs-pipelines-2a_train_mnist_with_tensorflow-train_mnist_with_tensorflow.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-2b_train_cifar_10_with_pytorch-train_cifar_10_with_pytorch.yml b/.github/workflows/sdk-jobs-pipelines-2b_train_cifar_10_with_pytorch-train_cifar_10_with_pytorch.yml index 802214293d..49a36053ad 100644 --- a/.github/workflows/sdk-jobs-pipelines-2b_train_cifar_10_with_pytorch-train_cifar_10_with_pytorch.yml +++ b/.github/workflows/sdk-jobs-pipelines-2b_train_cifar_10_with_pytorch-train_cifar_10_with_pytorch.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-2c_nyc_taxi_data_regression-nyc_taxi_data_regression.yml b/.github/workflows/sdk-jobs-pipelines-2c_nyc_taxi_data_regression-nyc_taxi_data_regression.yml index 89b02f4916..658e33a955 100644 --- a/.github/workflows/sdk-jobs-pipelines-2c_nyc_taxi_data_regression-nyc_taxi_data_regression.yml +++ b/.github/workflows/sdk-jobs-pipelines-2c_nyc_taxi_data_regression-nyc_taxi_data_regression.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-2d_image_classification_with_densenet-image_classification_with_densenet.yml b/.github/workflows/sdk-jobs-pipelines-2d_image_classification_with_densenet-image_classification_with_densenet.yml index b75fc4384a..b2c8af7c60 100644 --- a/.github/workflows/sdk-jobs-pipelines-2d_image_classification_with_densenet-image_classification_with_densenet.yml +++ b/.github/workflows/sdk-jobs-pipelines-2d_image_classification_with_densenet-image_classification_with_densenet.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-pipelines-2e_image_classification_keras_minist_convnet-image_classification_keras_minist_convnet.yml b/.github/workflows/sdk-jobs-pipelines-2e_image_classification_keras_minist_convnet-image_classification_keras_minist_convnet.yml index dedd9eb5a0..23c2376cea 100644 --- a/.github/workflows/sdk-jobs-pipelines-2e_image_classification_keras_minist_convnet-image_classification_keras_minist_convnet.yml +++ b/.github/workflows/sdk-jobs-pipelines-2e_image_classification_keras_minist_convnet-image_classification_keras_minist_convnet.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-debug-and-monitor-debug-and-monitor.yml b/.github/workflows/sdk-jobs-single-step-debug-and-monitor-debug-and-monitor.yml index 8975090923..a67724ac17 100644 --- a/.github/workflows/sdk-jobs-single-step-debug-and-monitor-debug-and-monitor.yml +++ b/.github/workflows/sdk-jobs-single-step-debug-and-monitor-debug-and-monitor.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-lightgbm-iris-lightgbm-iris-sweep.yml b/.github/workflows/sdk-jobs-single-step-lightgbm-iris-lightgbm-iris-sweep.yml index 7ebdbf627f..e36c87ac88 100644 --- a/.github/workflows/sdk-jobs-single-step-lightgbm-iris-lightgbm-iris-sweep.yml +++ b/.github/workflows/sdk-jobs-single-step-lightgbm-iris-lightgbm-iris-sweep.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-pytorch-distributed-training-distributed-cifar10.yml b/.github/workflows/sdk-jobs-single-step-pytorch-distributed-training-distributed-cifar10.yml index cef59bee7b..41fea5b00c 100644 --- a/.github/workflows/sdk-jobs-single-step-pytorch-distributed-training-distributed-cifar10.yml +++ b/.github/workflows/sdk-jobs-single-step-pytorch-distributed-training-distributed-cifar10.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-pytorch-iris-pytorch-iris.yml b/.github/workflows/sdk-jobs-single-step-pytorch-iris-pytorch-iris.yml index 2c16c1dc21..e5f369701d 100644 --- a/.github/workflows/sdk-jobs-single-step-pytorch-iris-pytorch-iris.yml +++ b/.github/workflows/sdk-jobs-single-step-pytorch-iris-pytorch-iris.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml b/.github/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml index f0d7134e84..a5973f4394 100644 --- a/.github/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml +++ b/.github/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-r-accidents-accident-prediction.yml b/.github/workflows/sdk-jobs-single-step-r-accidents-accident-prediction.yml index be4f5e71d2..3a3dbc9baa 100644 --- a/.github/workflows/sdk-jobs-single-step-r-accidents-accident-prediction.yml +++ b/.github/workflows/sdk-jobs-single-step-r-accidents-accident-prediction.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-scikit-learn-diabetes-sklearn-diabetes.yml b/.github/workflows/sdk-jobs-single-step-scikit-learn-diabetes-sklearn-diabetes.yml index ca426c0557..f9758d5203 100644 --- a/.github/workflows/sdk-jobs-single-step-scikit-learn-diabetes-sklearn-diabetes.yml +++ b/.github/workflows/sdk-jobs-single-step-scikit-learn-diabetes-sklearn-diabetes.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-scikit-learn-iris-iris-scikit-learn.yml b/.github/workflows/sdk-jobs-single-step-scikit-learn-iris-iris-scikit-learn.yml index cebc7c2b9a..5f2266b521 100644 --- a/.github/workflows/sdk-jobs-single-step-scikit-learn-iris-iris-scikit-learn.yml +++ b/.github/workflows/sdk-jobs-single-step-scikit-learn-iris-iris-scikit-learn.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-scikit-learn-mnist-sklearn-mnist.yml b/.github/workflows/sdk-jobs-single-step-scikit-learn-mnist-sklearn-mnist.yml index 4d5faa45dd..b1f9a074b7 100644 --- a/.github/workflows/sdk-jobs-single-step-scikit-learn-mnist-sklearn-mnist.yml +++ b/.github/workflows/sdk-jobs-single-step-scikit-learn-mnist-sklearn-mnist.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-horovod-tensorflow-mnist-distributed-horovod.yml b/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-horovod-tensorflow-mnist-distributed-horovod.yml index 014037f6fb..a8577e832f 100644 --- a/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-horovod-tensorflow-mnist-distributed-horovod.yml +++ b/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-horovod-tensorflow-mnist-distributed-horovod.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-tensorflow-mnist-distributed.yml b/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-tensorflow-mnist-distributed.yml index 287d6ef2d3..1fda37ea1c 100644 --- a/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-tensorflow-mnist-distributed.yml +++ b/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-tensorflow-mnist-distributed.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-tensorflow-mnist.yml b/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-tensorflow-mnist.yml index fefd8d5481..9f905fabdc 100644 --- a/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-tensorflow-mnist.yml +++ b/.github/workflows/sdk-jobs-single-step-tensorflow-mnist-tensorflow-mnist.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-resources-compute-compute.yml b/.github/workflows/sdk-resources-compute-compute.yml index d24f7eff6e..c0d2a45585 100644 --- a/.github/workflows/sdk-resources-compute-compute.yml +++ b/.github/workflows/sdk-resources-compute-compute.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-resources-registry-registry-create.yml b/.github/workflows/sdk-resources-registry-registry-create.yml index 009a9b243c..c4d0ed03ee 100644 --- a/.github/workflows/sdk-resources-registry-registry-create.yml +++ b/.github/workflows/sdk-resources-registry-registry-create.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-resources-workspace-workspace.yml b/.github/workflows/sdk-resources-workspace-workspace.yml index ff19899e2f..86d9586963 100644 --- a/.github/workflows/sdk-resources-workspace-workspace.yml +++ b/.github/workflows/sdk-resources-workspace-workspace.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-decision-making-responsibleaidashboard-diabetes-decision-making.yml b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-decision-making-responsibleaidashboard-diabetes-decision-making.yml index 5de97aa072..5583bf3e56 100644 --- a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-decision-making-responsibleaidashboard-diabetes-decision-making.yml +++ b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-decision-making-responsibleaidashboard-diabetes-decision-making.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-regression-model-debugging-responsibleaidashboard-diabetes-regression-model-debugging.yml b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-regression-model-debugging-responsibleaidashboard-diabetes-regression-model-debugging.yml index e5488a6c7b..47eaaf2d10 100644 --- a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-regression-model-debugging-responsibleaidashboard-diabetes-regression-model-debugging.yml +++ b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-diabetes-regression-model-debugging-responsibleaidashboard-diabetes-regression-model-debugging.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-classification-model-debugging-responsibleaidashboard-housing-classification-model-debugging.yml b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-classification-model-debugging-responsibleaidashboard-housing-classification-model-debugging.yml index 143cc60c03..21f9729307 100644 --- a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-classification-model-debugging-responsibleaidashboard-housing-classification-model-debugging.yml +++ b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-classification-model-debugging-responsibleaidashboard-housing-classification-model-debugging.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml index 6d9d0bf71c..cfe2526943 100644 --- a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml +++ b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml index 2c08ebbf73..e3b7e009ae 100644 --- a/.github/workflows/sdk-responsible-ai-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml +++ b/.github/workflows/sdk-responsible-ai-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/.github/workflows/sdk-schedules-job-schedule.yml b/.github/workflows/sdk-schedules-job-schedule.yml index 7df8bcd4a6..c9f79a85ce 100644 --- a/.github/workflows/sdk-schedules-job-schedule.yml +++ b/.github/workflows/sdk-schedules-job-schedule.yml @@ -30,7 +30,7 @@ jobs: uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 - with: + with: python-version: "3.8" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt diff --git a/sdk/python/README.md b/sdk/python/README.md index 1919117e9e..a59b02601c 100644 --- a/sdk/python/README.md +++ b/sdk/python/README.md @@ -44,6 +44,7 @@ Test Status is for branch - **_main_** |data-wrangling|interactive_data_wrangling.ipynb|[interactive_data_wrangling](data-wrangling/interactive_data_wrangling.ipynb)|*no description* - _This sample is excluded from automated tests_|[![interactive_data_wrangling](https://github.com/Azure/azureml-examples/actions/workflows/sdk-data-wrangling-interactive_data_wrangling.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-data-wrangling-interactive_data_wrangling.yml)| |endpoints|batch|[custom-output-batch](endpoints/batch/custom-output-batch.ipynb)|*no description*|[![custom-output-batch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-custom-output-batch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-custom-output-batch.yml)| |endpoints|batch|[imagenet-classifier-batch](endpoints/batch/imagenet-classifier-batch.ipynb)|*no description*|[![imagenet-classifier-batch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-imagenet-classifier-batch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-imagenet-classifier-batch.yml)| +|endpoints|batch|[mlflow-for-batch-images](endpoints/batch/mlflow-for-batch-images.ipynb)|*no description*|[![mlflow-for-batch-images](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-mlflow-for-batch-images.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-mlflow-for-batch-images.yml)| |endpoints|batch|[mlflow-for-batch-tabular](endpoints/batch/mlflow-for-batch-tabular.ipynb)|*no description*|[![mlflow-for-batch-tabular](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-mlflow-for-batch-tabular.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-mlflow-for-batch-tabular.yml)| |endpoints|batch|[mnist-batch](endpoints/batch/mnist-batch.ipynb)|Create and test batch endpoint and deployement|[![mnist-batch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-mnist-batch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-mnist-batch.yml)| |endpoints|batch|[text-summarization-batch](endpoints/batch/text-summarization-batch.ipynb)|*no description*|[![text-summarization-batch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-text-summarization-batch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-text-summarization-batch.yml)| @@ -62,6 +63,7 @@ Test Status is for branch - **_main_** |endpoints|online|[online-endpoints-openapi](endpoints/online/managed/online-endpoints-openapi.ipynb)|*no description*|[![online-endpoints-openapi](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml)| |endpoints|online|[online-endpoints-safe-rollout](endpoints/online/managed/online-endpoints-safe-rollout.ipynb)|Safely rollout a new version of a web service to production by rolling out the change to a small subset of users/requests before rolling it out completely|[![online-endpoints-safe-rollout](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml)| |endpoints|online|[online-endpoints-simple-deployment](endpoints/online/managed/online-endpoints-simple-deployment.ipynb)|Use an online endpoint to deploy your model, so you don't have to create and manage the underlying infrastructure|[![online-endpoints-simple-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml)| +|endpoints|online|[online-endpoints-deploy-mlflow-model-with-script](endpoints/online/mlflow/online-endpoints-deploy-mlflow-model-with-script.ipynb)|Deploy an mlflow model to an online endpoint. This will be a no-code-deployment. It doesn't require scoring script and environment.|[![online-endpoints-deploy-mlflow-model-with-script](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml)| |endpoints|online|[online-endpoints-deploy-mlflow-model](endpoints/online/mlflow/online-endpoints-deploy-mlflow-model.ipynb)|Deploy an mlflow model to an online endpoint. This will be a no-code-deployment. It doesn't require scoring script and environment.|[![online-endpoints-deploy-mlflow-model](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml)| |endpoints|online|[online-endpoints-triton](endpoints/online/triton/single-model/online-endpoints-triton.ipynb)|Deploy a custom container as an online endpoint. Use web servers other than the default Python Flask server used by Azure ML without losing the benefits of Azure ML's built-in monitoring, scaling, alerting, and authentication.|[![online-endpoints-triton](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml)| |jobs|automl-standalone-jobs|[automl-classification-task-bankmarketing](jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb)|*no description*|[![automl-classification-task-bankmarketing](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml)| @@ -111,23 +113,23 @@ Test Status is for branch - **_main_** |jobs|pipelines|[nyc_taxi_data_regression](jobs/pipelines/2c_nyc_taxi_data_regression/nyc_taxi_data_regression.ipynb)|Build pipeline with components for 5 jobs - prep data, transform data, train model, predict results and evaluate model performance|[![nyc_taxi_data_regression](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2c_nyc_taxi_data_regression-nyc_taxi_data_regression.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2c_nyc_taxi_data_regression-nyc_taxi_data_regression.yml)| |jobs|pipelines|[image_classification_with_densenet](jobs/pipelines/2d_image_classification_with_densenet/image_classification_with_densenet.ipynb)|Create pipeline to train cnn image classification model|[![image_classification_with_densenet](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2d_image_classification_with_densenet-image_classification_with_densenet.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2d_image_classification_with_densenet-image_classification_with_densenet.yml)| |jobs|pipelines|[image_classification_keras_minist_convnet](jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb)|Create pipeline to train cnn image classification model with keras|[![image_classification_keras_minist_convnet](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2e_image_classification_keras_minist_convnet-image_classification_keras_minist_convnet.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2e_image_classification_keras_minist_convnet-image_classification_keras_minist_convnet.yml)| -|jobs|pipelines|[rai_pipeline_sample](jobs/pipelines/2f_rai_pipeline_sample/rai_pipeline_sample.ipynb)|Create sample RAI pipeline|[![rai_pipeline_sample](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2f_rai_pipeline_sample-rai_pipeline_sample.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2f_rai_pipeline_sample-rai_pipeline_sample.yml)| |jobs|single-step|[debug-and-monitor](jobs/single-step/debug-and-monitor/debug-and-monitor.ipynb)|Run a Command to train a basic neural network with TensorFlow on the MNIST dataset|[![debug-and-monitor](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-debug-and-monitor-debug-and-monitor.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-debug-and-monitor-debug-and-monitor.yml)| |jobs|single-step|[lightgbm-iris-sweep](jobs/single-step/lightgbm/iris/lightgbm-iris-sweep.ipynb)|Run **hyperparameter sweep** on a Command or CommandComponent|[![lightgbm-iris-sweep](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-lightgbm-iris-lightgbm-iris-sweep.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-lightgbm-iris-lightgbm-iris-sweep.yml)| |jobs|single-step|[objectdetectionAzureML](jobs/single-step/pytorch/distributed-training-yolov5/objectdetectionAzureML.ipynb)|*no description*|[![objectdetectionAzureML](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-distributed-training-yolov5-objectdetectionAzureML.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-distributed-training-yolov5-objectdetectionAzureML.yml)| +|jobs|single-step|[tutorial](jobs/single-step/pytorch/distributed-training-yolov5/yolov5/tutorial.ipynb)|*no description*|[![tutorial](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-distributed-training-yolov5-yolov5-tutorial.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-distributed-training-yolov5-yolov5-tutorial.yml)| |jobs|single-step|[distributed-cifar10](jobs/single-step/pytorch/distributed-training/distributed-cifar10.ipynb)|*no description*|[![distributed-cifar10](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-distributed-training-distributed-cifar10.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-distributed-training-distributed-cifar10.yml)| |jobs|single-step|[pytorch-iris](jobs/single-step/pytorch/iris/pytorch-iris.ipynb)|Run Command to train a neural network with PyTorch on Iris dataset|[![pytorch-iris](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-iris-pytorch-iris.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-iris-pytorch-iris.yml)| -|jobs|single-step|[train-hyperparameter-tune-deploy-with-pytorch](jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb)|Train, hyperparameter tune, and deploy a PyTorch model to classify chicken and turkey images to build a deep learning neural network (DNN) based on PyTorch's transfer learning tutorial.|[![train-hyperparameter-tune-deploy-with-pytorch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml)| +|jobs|single-step|[train-hyperparameter-tune-deploy-with-pytorch](jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb)|Run Command to train a neural network with PyTorch on Iris dataset|[![train-hyperparameter-tune-deploy-with-pytorch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-pytorch-train-hyperparameter-tune-deploy-with-pytorch-train-hyperparameter-tune-deploy-with-pytorch.yml)| |jobs|single-step|[accident-prediction](jobs/single-step/r/accidents/accident-prediction.ipynb)|Run R in a Command to train a prediction model|[![accident-prediction](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-r-accidents-accident-prediction.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-r-accidents-accident-prediction.yml)| |jobs|single-step|[sklearn-diabetes](jobs/single-step/scikit-learn/diabetes/sklearn-diabetes.ipynb)|Run Command to train a scikit-learn LinearRegression model on the Diabetes dataset|[![sklearn-diabetes](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-diabetes-sklearn-diabetes.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-diabetes-sklearn-diabetes.yml)| |jobs|single-step|[iris-scikit-learn](jobs/single-step/scikit-learn/iris/iris-scikit-learn.ipynb)|Run Command to train a scikit-learn SVM on the Iris dataset|[![iris-scikit-learn](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-iris-iris-scikit-learn.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-iris-iris-scikit-learn.yml)| |jobs|single-step|[sklearn-mnist](jobs/single-step/scikit-learn/mnist/sklearn-mnist.ipynb)|Run a Command to train a scikit-learn SVM on the mnist dataset.|[![sklearn-mnist](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-mnist-sklearn-mnist.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-mnist-sklearn-mnist.yml)| -|jobs|single-step|[train-hyperparameter-tune-with-sklearn](jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb)|Train and tune a machine learning model using scikit-learn training scripts to build a to classify iris flower images. - _This sample is excluded from automated tests_|[![train-hyperparameter-tune-with-sklearn](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-train-hyperparameter-tune-deploy-with-sklearn-train-hyperparameter-tune-with-sklearn.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-train-hyperparameter-tune-deploy-with-sklearn-train-hyperparameter-tune-with-sklearn.yml)| +|jobs|single-step|[train-hyperparameter-tune-with-sklearn](jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb)|Run a Command to train a scikit-learn SVM on the mnist dataset. - _This sample is excluded from automated tests_|[![train-hyperparameter-tune-with-sklearn](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-train-hyperparameter-tune-deploy-with-sklearn-train-hyperparameter-tune-with-sklearn.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-scikit-learn-train-hyperparameter-tune-deploy-with-sklearn-train-hyperparameter-tune-with-sklearn.yml)| |jobs|single-step|[tensorflow-mnist-distributed-horovod](jobs/single-step/tensorflow/mnist-distributed-horovod/tensorflow-mnist-distributed-horovod.ipynb)|Run a **Distributed Command** to train a basic neural network with distributed MPI on the MNIST dataset using Horovod|[![tensorflow-mnist-distributed-horovod](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-horovod-tensorflow-mnist-distributed-horovod.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-horovod-tensorflow-mnist-distributed-horovod.yml)| |jobs|single-step|[tensorflow-mnist-distributed](jobs/single-step/tensorflow/mnist-distributed/tensorflow-mnist-distributed.ipynb)|Run a **Distributed Command** to train a basic neural network with TensorFlow on the MNIST dataset|[![tensorflow-mnist-distributed](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-tensorflow-mnist-distributed.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-mnist-distributed-tensorflow-mnist-distributed.yml)| |jobs|single-step|[tensorflow-mnist](jobs/single-step/tensorflow/mnist/tensorflow-mnist.ipynb)|Run a Command to train a basic neural network with TensorFlow on the MNIST dataset|[![tensorflow-mnist](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-mnist-tensorflow-mnist.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-mnist-tensorflow-mnist.yml)| -|jobs|single-step|[train-hyperparameter-tune-deploy-with-keras](jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb)|Train, hyperparameter tune, and deploy a Keras model to classify handwritten digits using a deep neural network (DNN). - _This sample is excluded from automated tests_|[![train-hyperparameter-tune-deploy-with-keras](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-keras-train-hyperparameter-tune-deploy-with-keras.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-keras-train-hyperparameter-tune-deploy-with-keras.yml)| -|jobs|single-step|[train-hyperparameter-tune-deploy-with-tensorflow](jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb)|Train, hyperparameter tune, and deploy a Tensorflow model to classify handwritten digits using a deep neural network (DNN). - _This sample is excluded from automated tests_|[![train-hyperparameter-tune-deploy-with-tensorflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow.yml)| +|jobs|single-step|[train-hyperparameter-tune-deploy-with-keras](jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb)|Run a Command to train a basic neural network with TensorFlow on the MNIST dataset - _This sample is excluded from automated tests_|[![train-hyperparameter-tune-deploy-with-keras](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-keras-train-hyperparameter-tune-deploy-with-keras.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-keras-train-hyperparameter-tune-deploy-with-keras.yml)| +|jobs|single-step|[train-hyperparameter-tune-deploy-with-tensorflow](jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb)|Run a Command to train a basic neural network with TensorFlow on the MNIST dataset - _This sample is excluded from automated tests_ - _This sample is excluded from automated tests_|[![train-hyperparameter-tune-deploy-with-tensorflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-single-step-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow-train-hyperparameter-tune-deploy-with-tensorflow.yml)| |jobs|spark|[submit_spark_pipeline_jobs](jobs/spark/submit_spark_pipeline_jobs.ipynb)|*no description* - _This sample is excluded from automated tests_|[![submit_spark_pipeline_jobs](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-spark-submit_spark_pipeline_jobs.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-spark-submit_spark_pipeline_jobs.yml)| |jobs|spark|[submit_spark_standalone_jobs](jobs/spark/submit_spark_standalone_jobs.ipynb)|*no description* - _This sample is excluded from automated tests_|[![submit_spark_standalone_jobs](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-spark-submit_spark_standalone_jobs.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-spark-submit_spark_standalone_jobs.yml)| |resources|compute|[attach_manage_spark_pools](resources/compute/attach_manage_spark_pools.ipynb)|*no description* - _This sample is excluded from automated tests_|[![attach_manage_spark_pools](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-compute-attach_manage_spark_pools.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-compute-attach_manage_spark_pools.yml)| @@ -142,16 +144,19 @@ Test Status is for branch - **_main_** |responsible-ai|responsibleaidashboard-housing-decision-making|[responsibleaidashboard-housing-decision-making](responsible-ai/responsibleaidashboard-housing-decision-making/responsibleaidashboard-housing-decision-making.ipynb)|*no description*|[![responsibleaidashboard-housing-decision-making](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml)| |responsible-ai|responsibleaidashboard-programmer-regression-model-debugging|[responsibleaidashboard-programmer-regression-model-debugging](responsible-ai/responsibleaidashboard-programmer-regression-model-debugging/responsibleaidashboard-programmer-regression-model-debugging.ipynb)|*no description*|[![responsibleaidashboard-programmer-regression-model-debugging](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml)| |schedules|job-schedule.ipynb|[job-schedule](schedules/job-schedule.ipynb)|Create a component asset|[![job-schedule](https://github.com/Azure/azureml-examples/actions/workflows/sdk-schedules-job-schedule.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-schedules-job-schedule.yml)| -|using-mlflow|logging-models|[logging_model_with_mlflow](using-mlflow/logging-models/logging_model_with_mlflow.ipynb)|*no description* - _This sample is excluded from automated tests_|[![logging_model_with_mlflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-logging-models-logging_model_with_mlflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-logging-models-logging_model_with_mlflow.yml)| -|using-mlflow|migrating-scoring-to-mlflow|[scoring_to_mlmodel](using-mlflow/migrating-scoring-to-mlflow/scoring_to_mlmodel.ipynb)|*no description* - _This sample is excluded from automated tests_|[![scoring_to_mlmodel](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-migrating-scoring-to-mlflow-scoring_to_mlmodel.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-migrating-scoring-to-mlflow-scoring_to_mlmodel.yml)| -|using-mlflow|model-management|[model_management](using-mlflow/model-management/model_management.ipynb)|*no description* - _This sample is excluded from automated tests_|[![model_management](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-model-management-model_management.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-model-management-model_management.yml)| -|using-mlflow|no-code-deployment|[deploying_with_mlflow](using-mlflow/no-code-deployment/deploying_with_mlflow.ipynb)|*no description* - _This sample is excluded from automated tests_|[![deploying_with_mlflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-no-code-deployment-deploying_with_mlflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-no-code-deployment-deploying_with_mlflow.yml)| -|using-mlflow|no-code-deployment|[track_with_databricks_deploy_aml](using-mlflow/no-code-deployment/track_with_databricks_deploy_aml.ipynb)|*no description* - _This sample is excluded from automated tests_|[![track_with_databricks_deploy_aml](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-no-code-deployment-track_with_databricks_deploy_aml.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-no-code-deployment-track_with_databricks_deploy_aml.yml)| -|using-mlflow|run-history|[run_history](using-mlflow/run-history/run_history.ipynb)|*no description* - _This sample is excluded from automated tests_|[![run_history](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-run-history-run_history.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-run-history-run_history.yml)| -|using-mlflow|train-with-mlflow|[xgboost_classification_mlflow](using-mlflow/train-with-mlflow/xgboost_classification_mlflow.ipynb)|*no description* - _This sample is excluded from automated tests_|[![xgboost_classification_mlflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-with-mlflow-xgboost_classification_mlflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-with-mlflow-xgboost_classification_mlflow.yml)| -|using-mlflow|train-with-mlflow|[xgboost_nested_runs](using-mlflow/train-with-mlflow/xgboost_nested_runs.ipynb)|*no description* - _This sample is excluded from automated tests_|[![xgboost_nested_runs](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-with-mlflow-xgboost_nested_runs.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-with-mlflow-xgboost_nested_runs.yml)| -|using-mlflow|train-with-mlflow|[xgboost_service_principal](using-mlflow/train-with-mlflow/xgboost_service_principal.ipynb)|*no description* - _This sample is excluded from automated tests_|[![xgboost_service_principal](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-with-mlflow-xgboost_service_principal.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-with-mlflow-xgboost_service_principal.yml)| -|using-mlflow|using-rest-api|[using_mlflow_rest_api](using-mlflow/using-rest-api/using_mlflow_rest_api.ipynb)|*no description* - _This sample is excluded from automated tests_|[![using_mlflow_rest_api](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-using-rest-api-using_mlflow_rest_api.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-using-rest-api-using_mlflow_rest_api.yml)| +|using-mlflow|deploy|[mlflow_sdk_online_endpoints](using-mlflow/deploy/mlflow_sdk_online_endpoints.ipynb)|*no description* - _This sample is excluded from automated tests_|[![mlflow_sdk_online_endpoints](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-mlflow_sdk_online_endpoints.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-mlflow_sdk_online_endpoints.yml)| +|using-mlflow|deploy|[mlflow_sdk_online_endpoints_progresive](using-mlflow/deploy/mlflow_sdk_online_endpoints_progresive.ipynb)|*no description* - _This sample is excluded from automated tests_|[![mlflow_sdk_online_endpoints_progresive](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-mlflow_sdk_online_endpoints_progresive.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-mlflow_sdk_online_endpoints_progresive.yml)| +|using-mlflow|deploy|[mlflow_sdk_web_service](using-mlflow/deploy/mlflow_sdk_web_service.ipynb)|*no description* - _This sample is excluded from automated tests_|[![mlflow_sdk_web_service](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-mlflow_sdk_web_service.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-mlflow_sdk_web_service.yml)| +|using-mlflow|deploy|[scoring_to_mlmodel](using-mlflow/deploy/scoring_to_mlmodel.ipynb)|*no description* - _This sample is excluded from automated tests_|[![scoring_to_mlmodel](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-scoring_to_mlmodel.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-scoring_to_mlmodel.yml)| +|using-mlflow|deploy|[track_with_databricks_deploy_aml](using-mlflow/deploy/track_with_databricks_deploy_aml.ipynb)|*no description* - _This sample is excluded from automated tests_|[![track_with_databricks_deploy_aml](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-track_with_databricks_deploy_aml.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-deploy-track_with_databricks_deploy_aml.yml)| +|using-mlflow|model-management|[model_management](using-mlflow/model-management/model_management.ipynb)|*no description* - _This sample is excluded from automated tests_ - _This sample is excluded from automated tests_|[![model_management](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-model-management-model_management.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-model-management-model_management.yml)| +|using-mlflow|runs-management|[run_history](using-mlflow/runs-management/run_history.ipynb)|*no description* - _This sample is excluded from automated tests_|[![run_history](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-runs-management-run_history.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-runs-management-run_history.yml)| +|using-mlflow|train-and-log|[keras_mnist_with_mlflow](using-mlflow/train-and-log/keras_mnist_with_mlflow.ipynb)|*no description* - _This sample is excluded from automated tests_|[![keras_mnist_with_mlflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-keras_mnist_with_mlflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-keras_mnist_with_mlflow.yml)| +|using-mlflow|train-and-log|[logging_and_customizing_models](using-mlflow/train-and-log/logging_and_customizing_models.ipynb)|*no description* - _This sample is excluded from automated tests_|[![logging_and_customizing_models](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-logging_and_customizing_models.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-logging_and_customizing_models.yml)| +|using-mlflow|train-and-log|[xgboost_classification_mlflow](using-mlflow/train-and-log/xgboost_classification_mlflow.ipynb)|*no description* - _This sample is excluded from automated tests_|[![xgboost_classification_mlflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-xgboost_classification_mlflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-xgboost_classification_mlflow.yml)| +|using-mlflow|train-and-log|[xgboost_nested_runs](using-mlflow/train-and-log/xgboost_nested_runs.ipynb)|*no description* - _This sample is excluded from automated tests_|[![xgboost_nested_runs](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-xgboost_nested_runs.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-xgboost_nested_runs.yml)| +|using-mlflow|train-and-log|[xgboost_service_principal](using-mlflow/train-and-log/xgboost_service_principal.ipynb)|*no description* - _This sample is excluded from automated tests_|[![xgboost_service_principal](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-xgboost_service_principal.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-train-and-log-xgboost_service_principal.yml)| +|using-mlflow|using-rest-api|[using_mlflow_rest_api](using-mlflow/using-rest-api/using_mlflow_rest_api.ipynb)|*no description* - _This sample is excluded from automated tests_ - _This sample is excluded from automated tests_|[![using_mlflow_rest_api](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-using-rest-api-using_mlflow_rest_api.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-using-mlflow-using-rest-api-using_mlflow_rest_api.yml)| ## Contributing diff --git a/sdk/python/endpoints/batch/custom-output-batch.ipynb b/sdk/python/endpoints/batch/custom-output-batch.ipynb index be4aafc042..da51441a33 100644 --- a/sdk/python/endpoints/batch/custom-output-batch.ipynb +++ b/sdk/python/endpoints/batch/custom-output-batch.ipynb @@ -909,9 +909,9 @@ "name": "amlv2" }, "kernelspec": { - "display_name": "Python 3.8.15 ('aml-py38')", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/endpoints/batch/imagenet-classifier-batch.ipynb b/sdk/python/endpoints/batch/imagenet-classifier-batch.ipynb index 064e2ac90c..e8eabb1347 100644 --- a/sdk/python/endpoints/batch/imagenet-classifier-batch.ipynb +++ b/sdk/python/endpoints/batch/imagenet-classifier-batch.ipynb @@ -1550,9 +1550,9 @@ "name": "amlv2" }, "kernelspec": { - "display_name": "Python 3.8.15 ('aml-py38')", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/endpoints/batch/mlflow-for-batch-images.ipynb b/sdk/python/endpoints/batch/mlflow-for-batch-images.ipynb index 31702b6ad4..57dbc6bf5f 100644 --- a/sdk/python/endpoints/batch/mlflow-for-batch-images.ipynb +++ b/sdk/python/endpoints/batch/mlflow-for-batch-images.ipynb @@ -809,9 +809,9 @@ "name": "amlv2" }, "kernelspec": { - "display_name": "Python 3.8.15 ('aml-py38')", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/endpoints/batch/mlflow-for-batch-tabular.ipynb b/sdk/python/endpoints/batch/mlflow-for-batch-tabular.ipynb index 642985a223..6bb6d958ef 100644 --- a/sdk/python/endpoints/batch/mlflow-for-batch-tabular.ipynb +++ b/sdk/python/endpoints/batch/mlflow-for-batch-tabular.ipynb @@ -879,9 +879,9 @@ "name": "amlv2" }, "kernelspec": { - "display_name": "Python 3.8.15 ('aml-py38')", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/endpoints/batch/mnist-batch.ipynb b/sdk/python/endpoints/batch/mnist-batch.ipynb index 4060cec98e..c3f70f6957 100644 --- a/sdk/python/endpoints/batch/mnist-batch.ipynb +++ b/sdk/python/endpoints/batch/mnist-batch.ipynb @@ -645,9 +645,9 @@ "name": "python3-azureml" }, "kernelspec": { - "display_name": "Python 3.8.15 ('aml-py38')", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/endpoints/batch/text-summarization-batch.ipynb b/sdk/python/endpoints/batch/text-summarization-batch.ipynb index bcb68f12aa..e03cb47df8 100644 --- a/sdk/python/endpoints/batch/text-summarization-batch.ipynb +++ b/sdk/python/endpoints/batch/text-summarization-batch.ipynb @@ -1015,9 +1015,9 @@ "name": "amlv2" }, "kernelspec": { - "display_name": "Python 3.8.5 ('azureml_py38_PT_TF')", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb index 21fee266f5..2bd4dfb9ca 100644 --- a/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb +++ b/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb @@ -858,9 +858,9 @@ "name": "python3-azureml" }, "kernelspec": { - "display_name": "Python 3.10.4 64-bit ('example_test': conda)", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb index c6c922586d..8a5ea16961 100644 --- a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb +++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb @@ -1225,24 +1225,24 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3.10 - SDK V2", - "language": "python", - "name": "python310-sdkv2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.10" - } + "kernelspec": { + "display_name": "Python 3.10 - SDK V2", + "language": "python", + "name": "python310-sdkv2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 }, - "nbformat": 4, - "nbformat_minor": 4 + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multiclass-in-pipeline/automl-image-classification-multiclass-in-pipeline.ipynb b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multiclass-in-pipeline/automl-image-classification-multiclass-in-pipeline.ipynb index e77b629c31..4ae37e2f38 100644 --- a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multiclass-in-pipeline/automl-image-classification-multiclass-in-pipeline.ipynb +++ b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multiclass-in-pipeline/automl-image-classification-multiclass-in-pipeline.ipynb @@ -469,32 +469,32 @@ } ], "metadata": { - "description": { - "description": "Create pipeline with automl node" - }, - "kernelspec": { - "display_name": "Python 3.10 - SDK V2", - "language": "python", - "name": "python310-sdkv2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.7" - }, - "vscode": { - "interpreter": { - "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" - } - } + "description": { + "description": "Create pipeline with automl node" + }, + "kernelspec": { + "display_name": "Python 3.10 - SDK V2", + "language": "python", + "name": "python310-sdkv2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 }, - "nbformat": 4, - "nbformat_minor": 4 + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.7" + }, + "vscode": { + "interpreter": { + "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" + } } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multilabel-in-pipeline/automl-image-classification-multilabel-in-pipeline.ipynb b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multilabel-in-pipeline/automl-image-classification-multilabel-in-pipeline.ipynb index 68a0ac4da8..c7296fb8a8 100644 --- a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multilabel-in-pipeline/automl-image-classification-multilabel-in-pipeline.ipynb +++ b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multilabel-in-pipeline/automl-image-classification-multilabel-in-pipeline.ipynb @@ -476,32 +476,32 @@ } ], "metadata": { - "description": { - "description": "Create pipeline with automl node" - }, - "kernelspec": { - "display_name": "Python 3.10 - SDK V2", - "language": "python", - "name": "python310-sdkv2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.7" - }, - "vscode": { - "interpreter": { - "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" - } - } + "description": { + "description": "Create pipeline with automl node" + }, + "kernelspec": { + "display_name": "Python 3.10 - SDK V2", + "language": "python", + "name": "python310-sdkv2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 }, - "nbformat": 4, - "nbformat_minor": 4 + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.7" + }, + "vscode": { + "interpreter": { + "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" + } } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/automl-image-instance-segmentation-in-pipeline.ipynb b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/automl-image-instance-segmentation-in-pipeline.ipynb index a092a06970..a10ec85510 100644 --- a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/automl-image-instance-segmentation-in-pipeline.ipynb +++ b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/automl-image-instance-segmentation-in-pipeline.ipynb @@ -433,32 +433,32 @@ } ], "metadata": { - "description": { - "description": "Create pipeline with automl node" - }, - "kernelspec": { - "display_name": "Python 3.10 - SDK V2", - "language": "python", - "name": "python310-sdkv2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.7" - }, - "vscode": { - "interpreter": { - "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" - } - } + "description": { + "description": "Create pipeline with automl node" + }, + "kernelspec": { + "display_name": "Python 3.10 - SDK V2", + "language": "python", + "name": "python310-sdkv2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 }, - "nbformat": 4, - "nbformat_minor": 4 - } \ No newline at end of file + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.7" + }, + "vscode": { + "interpreter": { + "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" + } + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-object-detection-in-pipeline/automl-image-object-detection-in-pipeline.ipynb b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-object-detection-in-pipeline/automl-image-object-detection-in-pipeline.ipynb index d29e7c76b4..c08aabc03c 100644 --- a/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-object-detection-in-pipeline/automl-image-object-detection-in-pipeline.ipynb +++ b/sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-object-detection-in-pipeline/automl-image-object-detection-in-pipeline.ipynb @@ -486,32 +486,32 @@ } ], "metadata": { - "description": { - "description": "Create pipeline with automl node" - }, - "kernelspec": { - "display_name": "Python 3.10 - SDK V2", - "language": "python", - "name": "python310-sdkv2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.7" - }, - "vscode": { - "interpreter": { - "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" - } - } + "description": { + "description": "Create pipeline with automl node" + }, + "kernelspec": { + "display_name": "Python 3.10 - SDK V2", + "language": "python", + "name": "python310-sdkv2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 }, - "nbformat": 4, - "nbformat_minor": 4 - } \ No newline at end of file + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.7" + }, + "vscode": { + "interpreter": { + "hash": "a3e1ce86190527341b095dce2d981b591205330162e59d5b85eea3038817dc05" + } + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/sdk/python/jobs/single-step/pytorch/distributed-training-yolov5/objectdetectionAzureML.ipynb b/sdk/python/jobs/single-step/pytorch/distributed-training-yolov5/objectdetectionAzureML.ipynb index a4869c8ee9..22a6760c46 100644 --- a/sdk/python/jobs/single-step/pytorch/distributed-training-yolov5/objectdetectionAzureML.ipynb +++ b/sdk/python/jobs/single-step/pytorch/distributed-training-yolov5/objectdetectionAzureML.ipynb @@ -235,9 +235,9 @@ "name": "python310-sdkv2" }, "kernelspec": { - "display_name": "Python 3.10.5 64-bit", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints.ipynb b/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints.ipynb index 0659714ef0..d7fbabbb14 100644 --- a/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints.ipynb +++ b/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints.ipynb @@ -681,9 +681,9 @@ ], "metadata": { "kernelspec": { - "display_name": "azureml_py310_sdkv2", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints_progresive.ipynb b/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints_progresive.ipynb index e47d855a05..fae2211c49 100644 --- a/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints_progresive.ipynb +++ b/sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints_progresive.ipynb @@ -942,9 +942,9 @@ ], "metadata": { "kernelspec": { - "display_name": "azureml_py310_sdkv2", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/using-mlflow/deploy/mlflow_sdk_web_service.ipynb b/sdk/python/using-mlflow/deploy/mlflow_sdk_web_service.ipynb index a268f48266..5042541973 100644 --- a/sdk/python/using-mlflow/deploy/mlflow_sdk_web_service.ipynb +++ b/sdk/python/using-mlflow/deploy/mlflow_sdk_web_service.ipynb @@ -512,9 +512,9 @@ ], "metadata": { "kernelspec": { - "display_name": "azureml_py310_sdkv2", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/using-mlflow/deploy/scoring_to_mlmodel.ipynb b/sdk/python/using-mlflow/deploy/scoring_to_mlmodel.ipynb index ccc8e69600..e35edf06a7 100644 --- a/sdk/python/using-mlflow/deploy/scoring_to_mlmodel.ipynb +++ b/sdk/python/using-mlflow/deploy/scoring_to_mlmodel.ipynb @@ -447,9 +447,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": { diff --git a/sdk/python/using-mlflow/train-and-log/keras_mnist_with_mlflow.ipynb b/sdk/python/using-mlflow/train-and-log/keras_mnist_with_mlflow.ipynb index 65efe6218c..bd3d92ad8a 100644 --- a/sdk/python/using-mlflow/train-and-log/keras_mnist_with_mlflow.ipynb +++ b/sdk/python/using-mlflow/train-and-log/keras_mnist_with_mlflow.ipynb @@ -502,9 +502,9 @@ ], "metadata": { "kernelspec": { - "display_name": "azureml_py38_PT_TF", + "display_name": "Python 3.10 - SDK V2", "language": "python", - "name": "python3" + "name": "python310-sdkv2" }, "language_info": { "codemirror_mode": {