Ran sdk/python/readme.py (Azure#2040)

This fixed the kernel for some notebooks and cleaned some whitespace in workflow files.

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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

.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:

.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

.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

.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

.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

.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