Update postbuild with changes in main

.github/workflows/CD.yml

@@ -111,7 +111,7 @@ jobs:
         run: pytest --durations=10
 
       - name: Upload a Build result
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: dist
           path: dist

.github/workflows/CI-notebook.yml

@@ -63,7 +63,7 @@ jobs:
         working-directory: raiwidgets
 
       - name: Upload requirements
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: requirements-dev.txt
           path: raiwidgets/installed-requirements-dev.txt
@@ -74,14 +74,14 @@ jobs:
 
       - name: Upload notebook test result
         if: always()
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: notebook-test-${{ matrix.operatingSystem }}-${{ matrix.pythonVersion }}
           path: notebooks
 
       - name: Upload e2e test screen shot
         if: always()
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: raiwidgets-e2e-screen-shot
           path: dist/cypress

.github/workflows/CI-python.yml

@@ -46,7 +46,7 @@ jobs:
         working-directory: ${{ matrix.packageDirectory }}
 
       - name: Upload requirements
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: requirements-dev.txt
           path: ${{ matrix.packageDirectory }}/requirements-dev.txt
@@ -67,7 +67,7 @@ jobs:
         working-directory: ${{ matrix.packageDirectory }}
 
       - name: Upload code coverage results
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ matrix.packageDirectory }}-code-coverage-results
           path: ${{ matrix.packageDirectory }}/htmlcov

.github/workflows/CI-typescript.yml

@@ -32,19 +32,19 @@ jobs:
         run: yarn ci
       - name: Upload unit test code coverage
         if: always()
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: unit-test-coverage-${{ matrix.node-version }}
           path: coverage
       - name: Upload e2e test screen shot
         if: always()
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: e2e-screen-shot-${{ matrix.node-version }}
           path: dist/cypress
       - name: Upload yarn error
         if: always()
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: yarn-error.log-${{ matrix.node-version }}
           path: yarn-error.log

.github/workflows/Ci-raiwigets-python-typescript.yml

@@ -90,14 +90,15 @@ jobs:
         working-directory: ${{ matrix.packageDirectory }}
 
       - name: Upload requirements
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: requirements-dev.txt
           path: ${{ matrix.packageDirectory }}/installed-requirements-dev.txt
 
-      - name: Run widget tests
+      - if: ${{ matrix.operatingSystem != 'macos-latest' }}
+        name: Run widget tests
+        id: raiwidgettests
         shell: bash -l {0}
-        if: ${{ matrix.operatingSystem != 'macos-latest' }}
         run: yarn e2e-widget
 
       - name: Run tests
@@ -106,13 +107,13 @@ jobs:
           pytest --durations=10 --junitxml=junit/test-results.xml --cov=${{ matrix.packageDirectory }} --cov-report=xml --cov-report=html
         working-directory: ${{ matrix.packageDirectory }}
 
-      - name: Upload code coverage results
-        uses: actions/upload-artifact@v2
+      # Only try to upload code cov if python tests were run
+      - if: ${{ (steps.raiwidgettests.outcome == 'success') }}
+        name: Upload code coverage results
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ matrix.packageDirectory }}-code-coverage-results
           path: ${{ matrix.packageDirectory }}/htmlcov
-        # Use always() to always run this step to publish test results when there are test failures
-        if: ${{ always() }}
 
       - if: ${{ (matrix.operatingSystem == 'windows-latest') && (matrix.pythonVersion == '3.8') }}
         name: Upload to codecov
@@ -142,12 +143,12 @@ jobs:
           name: codecov-umbrella
           verbose: true
 
-      - name: Upload e2e test screen shot
-        if: always()
-        uses: actions/upload-artifact@v2
+      - if: ${{ matrix.operatingSystem != 'macos-latest' }}
+        name: Upload e2e test screen shot
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ matrix.packageDirectory }}-e2e-screen-shot
-          path: dist/cypress
+          path: ./dist/cypress
 
       - name: Set codecov status
         if: ${{ (matrix.pythonVersion == '3.8') && (matrix.operatingSystem == 'windows-latest') }}

.github/workflows/release-rai.yml

@@ -142,19 +142,19 @@ jobs:
         run: yarn e2e-widget
 
       - name: Upload a raiwidgets build result
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ env.widgetDirectory }}
           path: ${{ env.widgetDirectory }}/dist/
 
       - name: Upload a responsibleai build result
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ env.raiDirectory }}
           path: ${{ env.raiDirectory }}/dist/
 
       - name: Upload a typescript build result
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ env.typescriptBuildArtifactName }}
           path: ${{ env.typescriptBuildOutput }}

CHANGES.md

@@ -24,6 +24,34 @@ this file to understand what changed.
 - bug fixes
 - other
 
+## v0.18.2
+
+- bug fixes and tests
+  - ## Responsible AI Dashboard
+    - Bug fixes on 'Set value' not copying over feature values correctly in what if counterfactual panel by @tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/1416
+    - Fix description for model overview by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/1425
+    - Fix math.min / max for array size more than 10^7 by @xuke444 in https://github.com/microsoft/responsible-ai-toolbox/pull/1427
+  - ## RAIInsights
+    - Add warning in counterfactual manager when unable to load explainer by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/1412
+  - ## Counterfactual
+    - Remove "Set Value" blurb in case it is not available in counterfactual panel by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/1426
+    - Add y-axis description to counterfactual feature importance chart by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/1423
+  - ## Causal
+    - Fix causal UI strings according to classification/regression tasks by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/1419
+    - Add the user class name to causal UI strings by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/1422
+    - Upper bound SciKit-Learn to address freeze in causal by @riedgar-ms in https://github.com/microsoft/responsible-ai-toolbox/pull/1432
+  - ## Error Analysis
+    - Fix error on machines with pyspark installed where passed dataframe is not spark pandas by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1415
+    - Fix failing to create error report when filter_features is empty list by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1421
+  - ## Interpret
+    - Filter out missing values from what if dropdown to prevent explanation dashboard from crashing by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1418
+    - Fix dependency chart axis updating with incorrect values in explanation dashboard by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1437
+- ## other
+  - Add postbuild branch trigger by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/1417
+  - Upgrade numpy to fix random segfault test failures by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1424
+  - Fix flaky notebook causing build failures by adding retry logic by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1431
+  - Fix codecov and widget test screenshot uploads by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/1428
+
 ## v0.18.1
 
 - educational materials

libs/core-ui/src/lib/util/getDependencyChartOptions.ts

@@ -28,6 +28,9 @@ export function getDependencyChartOptions(
       type: "scatter",
       zoomType: "xy"
     },
+    custom: {
+      disableUpdate: true
+    },
     plotOptions: {
       scatter: {
         marker: {

libs/e2e/src/lib/describer/modelAssessment/Constants.ts

@@ -30,6 +30,7 @@ export enum Locators {
   SortByDropdown = "#featureImportanceChartContainer div.ms-Dropdown-container",
   SortByDropdownOptions = "div[class^='dropdownItemsWrapper'] button:contains('CohortCreateE2E')",
   CreateNewCohortButton = "button:contains('New cohort')",
+  CohortEditPanel = "#cohortEditPanel",
   CohortNameInput = "#cohortEditPanel input:eq(0)",
   CohortDatasetValueInput = "#cohortEditPanel input[class^='ms-spinButton-input']",
   CohortFilterSelection = "#cohortEditPanel [type='radio']",
@@ -43,6 +44,7 @@ export enum Locators {
   WhatIfScatterChartYAxis = "#IndividualFeatureContainer div[class^='rotatedVerticalBox']",
   WhatIfScatterChartFlyoutCancel = "#AxisConfigPanel button:contains('Cancel')",
   WhatIfScatterChartFlyoutSelect = "#AxisConfigPanel button:contains('Select')",
+  WhatIfScatterChartSelectFeatureCaretButton = "#AxisConfigPanel i[data-icon-name='ChevronDown']",
   WhatIfAxisPanel = "#AxisConfigPanel",
   AxisFeatureDropdown = "#AxisConfigPanel div.ms-ComboBox-container",
   AxisFeatureDropdownOption = "div.ms-ComboBox-optionsContainerWrapper  button[role='option']",
@@ -89,6 +91,7 @@ export enum Locators {
   CausalAnalysisHeader = "#ModelAssessmentDashboard #causalAnalysisHeader",
   ErrorAnalysisHeader = "#ModelAssessmentDashboard #errorAnalysisHeader",
   MSSideBarCards = "#OverallMetricChart div[class^='statsBox']",
+  AxisConfigPanel = "#AxisConfigPanel",
   MSSideBarNumberOfBinsInput = "#AxisConfigPanel input[class^='ms-spinButton-input']",
   MSScrollable = "#OverallMetricChart div[class^='scrollableWrapper']",
   MSCohortDropdown = "#modelPerformanceCohortPicker",

libs/e2e/src/lib/describer/modelAssessment/causalAnalysis/describeAggregateCausalAffects.ts

@@ -59,12 +59,10 @@ export function describeAggregateCausalAffects(
       });
 
       it("should render feature names on x-axis that are passed in from SDK", () => {
-        cy.get(Locators.CausalChartXAxisValues)
-          .its("length")
-          .should(
-            "be",
-            dataShape.causalAnalysisData?.featureListInCausalTable?.length
-          );
+        cy.get(Locators.CausalChartXAxisValues).should(
+          "have.length",
+          dataShape.causalAnalysisData?.featureListInCausalTable?.length
+        );
         cy.get(`${Locators.CausalChartXAxisValues}`)
           .last()
           .invoke("text")

libs/e2e/src/lib/describer/modelAssessment/dataExplorer/describeCohortFunctionality.ts

@@ -1,10 +1,10 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 
+import { generateId } from "../../../../util/generateId";
 import { Locators } from "../Constants";
 import { IModelAssessmentData } from "../IModelAssessmentData";
 
-const cohortName = "CohortCreateE2E";
 export function describeCohortFunctionality(
   dataShape: IModelAssessmentData
 ): void {
@@ -34,15 +34,20 @@ export function describeCohortFunctionality(
     });
     it("Should update dataset selection with new cohort when a new cohort is created", () => {
       cy.get(Locators.CreateNewCohortButton).click();
-      cy.get("#cohortEditPanel").should("exist");
+      cy.get(Locators.CohortEditPanel).should("exist");
+      const cohortName = `CohortCreateE2E-${generateId(4)}`;
       cy.get(Locators.CohortNameInput).clear().type(cohortName);
       cy.get(Locators.CohortFilterSelection).eq(1).check(); // select Dataset
-      cy.get(Locators.CohortDatasetValueInput)
-        .clear()
-        .type(dataShape.datasetExplorerData?.cohortDatasetNewValue || "");
+      cy.get(Locators.CohortEditPanel).then(($panel) => {
+        if ($panel.find(Locators.CohortDatasetValueInput).length > 0) {
+          cy.get(Locators.CohortDatasetValueInput)
+            .clear()
+            .type(dataShape.datasetExplorerData?.cohortDatasetNewValue || "");
+        }
+      });
       cy.get(Locators.CohortAddFilterButton).click();
       cy.get(Locators.CohortSaveAndSwitchButton).eq(0).click({ force: true });
-      cy.get(Locators.NewCohortSpan).should("exist");
+      cy.get(`span:contains(${cohortName})`).should("exist");
 
       cy.get(Locators.DECohortDropdown).click();
       cy.get(Locators.DEDropdownOptions).should("exist");

libs/e2e/src/lib/describer/modelAssessment/featureImportances/aggregateFeatureImportance/describeGlobalExplanationChart.ts

@@ -64,7 +64,7 @@ export function describeGlobalExplanationChart<
         const dependencePlotChart = new ScatterHighchart("#DependencePlot");
         describe("DependencePlot", () => {
           beforeEach(() => {
-            selectComboBox("#DependencePlotFeatureSelection", 0);
+            selectComboBox("#DependencePlotFeatureSelection", 3);
           });
           it("should render", () => {
             expect(dependencePlotChart.Elements.length).greaterThan(0);

libs/e2e/src/lib/describer/modelAssessment/featureImportances/individualFeatureImportance/describeIndividualFeatureImportance.ts

@@ -45,7 +45,7 @@ export function describeIndividualFeatureImportance(
       });
     }
     if (datasetShape.featureImportanceData?.hasFeatureImportanceComponent) {
-      describeTabularDataView(datasetShape);
+      describeTabularDataView(datasetShape, name);
     }
   });
 }

libs/e2e/src/lib/describer/modelAssessment/featureImportances/individualFeatureImportance/describeSubBarChart.ts

@@ -35,9 +35,10 @@ export function describeSubBarChart(dataShape: IModelAssessmentData): void {
       );
     });
     it("should have right number of x axis labels", () => {
-      cy.get(Locators.IFIXAxisValue)
-        .its("length")
-        .should("be", props.dataShape.featureNames?.length);
+      cy.get(Locators.IFIXAxisValue).should(
+        "have.length",
+        props.dataShape.featureNames?.length
+      );
     });
 
     it("should update x axis labels on changing top features by their importance number", () => {