Added RAI Tabular Education Scenario Updated the Config ini (#2839)

* Added RAI Tabular Education Scenario Updated the Config ini * Update the Compute in rai education scenario notebook * Updated AZ Login Code for rai fianance notebook * Incresed the Timeout in rai education scenario notebook * Update code for workspace login for RAI education notebook * Increased the timeout for RAI Generation
Azure · Nov 21, 2023 · e046026 · e046026
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commit e046026
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diff --git a/...rition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml b/...rition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml
@@ -0,0 +1,77 @@
+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton
+# This file is created by sdk/python/readme.py.
+# Please do not edit directly.
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "51 3/12 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - sdk/python/responsible-ai/tabular/responsibleaidashboard-education-student-attrition-classificaton/**
+      - .github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml
+      - sdk/python/dev-requirements.txt
+      - infra/bootstrapping/**
+      - sdk/python/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      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:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra/bootstrapping
+      continue-on-error: false
+    - name: setup SDK
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash setup.sh
+      working-directory: sdk/python
+      continue-on-error: true
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run responsible-ai/tabular/responsibleaidashboard-education-student-attrition-classificaton/responsibleaidashboard-education-student-attrition-classificaton.ipynb
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json";
+          bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" replace_template_values "responsibleaidashboard-education-student-attrition-classificaton.ipynb";
+          [ -f "../../.azureml/config" ] && cat "../../.azureml/config";
+          papermill -k python responsibleaidashboard-education-student-attrition-classificaton.ipynb responsibleaidashboard-education-student-attrition-classificaton.output.ipynb
+      working-directory: sdk/python/responsible-ai/tabular/responsibleaidashboard-education-student-attrition-classificaton
+    - name: upload notebook's working folder as an artifact
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v2
+      with:
+        name: responsibleaidashboard-education-student-attrition-classificaton
+        path: sdk/python/responsible-ai/tabular/responsibleaidashboard-education-student-attrition-classificaton
diff --git a/sdk/python/notebooks_config.ini b/sdk/python/notebooks_config.ini
@@ -53,3 +53,7 @@ COMPUTE_NAMES = "raitextcluster"
 [responsibleaidashboard-healthcare-covid-classification]
 USE_FORECAST_REQUIREMENTS = 0
 COMPUTE_NAMES = "raitextcluster"
+
+[responsibleaidashboard-education-student-attrition-classificaton]
+USE_FORECAST_REQUIREMENTS = 0
+COMPUTE_NAMES = "raitextcluster"
diff --git a/...student-attrition-classificaton/media/education/counterfactual_selectIndex0.png b/...student-attrition-classificaton/media/education/counterfactual_selectIndex0.png
diff --git a/...cation-student-attrition-classificaton/media/education/counterfactual_start.png b/...cation-student-attrition-classificaton/media/education/counterfactual_start.png
diff --git a/...tion-student-attrition-classificaton/media/education/counterfactual_update0.png b/...tion-student-attrition-classificaton/media/education/counterfactual_update0.png
diff --git a/...udent-attrition-classificaton/media/education/dataAnalysis_chartViewAllData.png b/...udent-attrition-classificaton/media/education/dataAnalysis_chartViewAllData.png
diff --git a/...udent-attrition-classificaton/media/education/dataAnalysis_errorCohortChart.png b/...udent-attrition-classificaton/media/education/dataAnalysis_errorCohortChart.png
diff --git a/...ent-attrition-classificaton/media/education/dataAnalysis_noErrorCohortChart.png b/...ent-attrition-classificaton/media/education/dataAnalysis_noErrorCohortChart.png
diff --git a/...tudent-attrition-classificaton/media/education/dataAnalysis_selectChartView.png b/...tudent-attrition-classificaton/media/education/dataAnalysis_selectChartView.png
diff --git a/...on-student-attrition-classificaton/media/education/dataAnalysis_selectTrueY.png b/...on-student-attrition-classificaton/media/education/dataAnalysis_selectTrueY.png
diff --git a/...-student-attrition-classificaton/media/education/errorAnalysis_createCohort.png b/...-student-attrition-classificaton/media/education/errorAnalysis_createCohort.png
diff --git a/...ion-classificaton/media/education/errorAnalysis_credithrs_higherrorcoverage.png b/...ion-classificaton/media/education/errorAnalysis_credithrs_higherrorcoverage.png
diff --git a/...tion-classificaton/media/education/errorAnalysis_credithrs_lowerrorcoverage.png b/...tion-classificaton/media/education/errorAnalysis_credithrs_lowerrorcoverage.png
diff --git a/...n-student-attrition-classificaton/media/education/errorAnalysis_featureList.png b/...n-student-attrition-classificaton/media/education/errorAnalysis_featureList.png
diff --git a/...tudent-attrition-classificaton/media/education/errorAnalysis_featureListTab.png b/...tudent-attrition-classificaton/media/education/errorAnalysis_featureListTab.png
diff --git a/...ent-attrition-classificaton/media/education/errorAnalysis_heatMap_binSelect.png b/...ent-attrition-classificaton/media/education/errorAnalysis_heatMap_binSelect.png
diff --git a/...attrition-classificaton/media/education/errorAnalysis_heatMap_errorCoverage.png b/...attrition-classificaton/media/education/errorAnalysis_heatMap_errorCoverage.png
diff --git a/...ition-classificaton/media/education/errorAnalysis_lowTenure_highUtilization.png b/...ition-classificaton/media/education/errorAnalysis_lowTenure_highUtilization.png
diff --git a/...rition-classificaton/media/education/errorAnalysis_lowTenure_lowUtilization.png b/...rition-classificaton/media/education/errorAnalysis_lowTenure_lowUtilization.png
diff --git a/...on-student-attrition-classificaton/media/education/errorAnalysis_saveCohort.png b/...on-student-attrition-classificaton/media/education/errorAnalysis_saveCohort.png
diff --git a/...nt-attrition-classificaton/media/education/errorAnalysis_saveCohort_noError.png b/...nt-attrition-classificaton/media/education/errorAnalysis_saveCohort_noError.png
diff --git a/...ion-student-attrition-classificaton/media/education/errorAnalysis_wholeTree.png b/...ion-student-attrition-classificaton/media/education/errorAnalysis_wholeTree.png
diff --git a/...n-student-attrition-classificaton/media/education/errorTree_selectNewCohort.png b/...n-student-attrition-classificaton/media/education/errorTree_selectNewCohort.png
diff --git a/...tion-classificaton/media/education/featureImportance_gender_classImportance.png b/...tion-classificaton/media/education/featureImportance_gender_classImportance.png
diff --git a/...ition-classificaton/media/education/featureImportance_gender_viewDependence.png b/...ition-classificaton/media/education/featureImportance_gender_viewDependence.png
diff --git a/...ion-classificaton/media/education/featureImportance_global_allCohortsLegend.png b/...ion-classificaton/media/education/featureImportance_global_allCohortsLegend.png
diff --git a/...ttrition-classificaton/media/education/featureImportance_global_onlyAllData.png b/...ttrition-classificaton/media/education/featureImportance_global_onlyAllData.png
diff --git a/...-student-attrition-classificaton/media/education/heatMap_binThresholdSelect.png b/...-student-attrition-classificaton/media/education/heatMap_binThresholdSelect.png
diff --git a/...ation-student-attrition-classificaton/media/education/heatMap_heatMapSelect.png b/...ation-student-attrition-classificaton/media/education/heatMap_heatMapSelect.png
diff --git a/...n-student-attrition-classificaton/media/education/modelPerf_confusionMatrix.png b/...n-student-attrition-classificaton/media/education/modelPerf_confusionMatrix.png
diff --git a/...on-student-attrition-classificaton/media/education/modelPerf_featureCohorts.png b/...on-student-attrition-classificaton/media/education/modelPerf_featureCohorts.png
diff --git a/...ucation-student-attrition-classificaton/media/education/modelPerf_newCohort.png b/...ucation-student-attrition-classificaton/media/education/modelPerf_newCohort.png
diff --git a/...tion-student-attrition-classificaton/media/education/modelPerf_newGEDCohort.png b/...tion-student-attrition-classificaton/media/education/modelPerf_newGEDCohort.png
diff --git a/...ducation-student-attrition-classificaton/media/education/modelPerf_overview.png b/...ducation-student-attrition-classificaton/media/education/modelPerf_overview.png
diff --git a/...-student-attrition-classificaton/media/education/modelPerf_probDistribution.png b/...-student-attrition-classificaton/media/education/modelPerf_probDistribution.png
diff --git a/...ducation-student-attrition-classificaton/media/education/scorecard_location.png b/...ducation-student-attrition-classificaton/media/education/scorecard_location.png
diff --git a/...education-student-attrition-classificaton/media/education/scorecard_summary.png b/...education-student-attrition-classificaton/media/education/scorecard_summary.png
diff --git a/...ular/responsibleaidashboard-education-student-attrition-classificaton/readme.md b/...ular/responsibleaidashboard-education-student-attrition-classificaton/readme.md