Update predicted class value to uneditable text in counterfactual pan…

…el (#1458)

* fix error on machines with pyspark installed where passed dataframe is not spark pandas (#1415)

* add postbuild branch trigger (#1417)

* Fix causal UI strings according to classification/regression tasks (#1419)

* Fix causal UI strings according to classification/regression tasks

Signed-off-by: Gaurav Gupta <[email protected]>

* Fix lint error

Signed-off-by: Gaurav Gupta <[email protected]>

* Fix UI test

Signed-off-by: Gaurav Gupta <[email protected]>

* Fix description for model overview (#1425)

* fix description for model overview

* keep new description for new model overview

* fix failing to create error report when filter_features is empty list (#1421)

* filter out missing values from what if dropdown to prevent explanation dashboard from crashing (#1418)

* Remove |Set Value| blurb in case it is not availble in counterfactual panel (#1426)

Signed-off-by: Gaurav Gupta <[email protected]>

* Add y-axis description to counterfactual feature importance chart (#1423)

Signed-off-by: Gaurav Gupta <[email protected]>

Co-authored-by: xuke444 <[email protected]>

* Add the user class name to causal UI strings (#1422)

* Fix causal UI strings according to classification/regression tasks

Signed-off-by: Gaurav Gupta <[email protected]>

* Fix lint error

Signed-off-by: Gaurav Gupta <[email protected]>

* Fix UI test

Signed-off-by: Gaurav Gupta <[email protected]>

* Add the user class name to causal UI strings

Signed-off-by: Gaurav Gupta <[email protected]>

Co-authored-by: xuke444 <[email protected]>

* fix math.min / max for array size more than 10^7 (#1427)

Signed-off-by: Ke Xu <[email protected]>

* upgrade pytest and lightgbm to try to fix random pytest segfault test failures (#1424)

s

* fix flaky notebook causing build failures by adding retry logic (#1431)

* Upper bound SciKit-Learn to address freeze in causal (#1432)

<!--- Provide a general summary of your changes in the Title above -->

## Description

Replaces #1429  to address #1430 . Causal analysis is getting stuck with the latest release of SciKit-Learn. This contains:

- Test case which gets stuck with SciKit-Learn 1.1.0
- Upper bound on SciKit-Learn in `requirements.txt`

## Checklist

<!--- Make sure to satisfy all the criteria listed below. -->

- [x] I have added screenshots above for all UI changes.
- [x] Documentation was updated if it was needed.
- [x] New tests were added or changes were manually verified.


Signed-off-by: Richard Edgar <[email protected]>

* fix dependency chart axis updating with incorrect values in explanation dashboard (#1437)

* fix codecov and widget test screenshot uploads (#1428)

* release raiwidgets and responsibleai v0.18.2 (#1439)

* fix (#1441)

Signed-off-by: vinutha karanth <[email protected]>

* Fix cohort name conflict and not run few tests for AML (#1442)

* fix

Signed-off-by: vinutha karanth <[email protected]>

* lintfix

Signed-off-by: vinutha karanth <[email protected]>

* Few e2e tests changes to accommodate AML static tests (#1445)

* update

Signed-off-by: vinutha karanth <[email protected]>

* update

Signed-off-by: vinutha karanth <[email protected]>

* Fix locators logic for string features -  data explorer and model statistics components (#1446)

* update

Signed-off-by: vinutha karanth <[email protected]>

* update

Signed-off-by: vinutha karanth <[email protected]>

* fix

Signed-off-by: vinutha karanth <[email protected]>

* update

Signed-off-by: vinutha karanth <[email protected]>

* lintfix

Signed-off-by: vinutha karanth <[email protected]>

* fix

Signed-off-by: vinutha karanth <[email protected]>

* Add more unittests RAI dashboard input class  (#1448)

* Add unit tests for ResponsibleAIDashboardInput

Signed-off-by: Gaurav Gupta <[email protected]>

* Add more tests

Signed-off-by: Gaurav Gupta <[email protected]>

* Fix imports

Signed-off-by: Gaurav Gupta <[email protected]>

* Address code review comments

Signed-off-by: Gaurav Gupta <[email protected]>

* Update the way to get the length of elements obtained in e2e tests (#1450)

* update

Signed-off-by: vinutha karanth <[email protected]>

* update

Signed-off-by: vinutha karanth <[email protected]>

* skip what-if create tests for AML

Signed-off-by: vinutha karanth <[email protected]>

* update cf predicted class to non-editable text

Co-authored-by: Ilya Matiach <[email protected]>
Co-authored-by: Roman Lutz <[email protected]>
Co-authored-by: Gaurav Gupta <[email protected]>
Co-authored-by: xuke444 <[email protected]>
Co-authored-by: Richard Edgar <[email protected]>
Co-authored-by: Vinutha Karanth <[email protected]>

libs/counterfactuals/src/lib/CounterfactualList.tsx

@@ -4,6 +4,7 @@
 import {
   defaultModelAssessmentContext,
   ICounterfactualData,
+  JointDataset,
   MissingParametersPlaceholder,
   ModelAssessmentContext
 } from "@responsible-ai/core-ui";
@@ -253,6 +254,7 @@ export class CounterfactualList extends React.Component<
       </Stack>
     );
   };
+
   private getColumns(): IColumn[] {
     const columns: IColumn[] = [];
     const targetFeature = this.getTargetFeatureName();
@@ -369,6 +371,22 @@ export class CounterfactualList extends React.Component<
       column?.key
     );
     const styles = counterfactualListStyle();
+    const targetFeature = this.getTargetFeatureName();
+    if (column && targetFeature && column.fieldName === targetFeature) {
+      const predictedClass = this.context.jointDataset.hasPredictedY
+        ? this.props.temporaryPoint?.[JointDataset.PredictedYLabel]
+        : undefined;
+      return (
+        <Stack horizontal={false} tokens={{ childrenGap: "s1" }}>
+          <Stack.Item className={styles.dropdownLabel}>
+            <Text>{column.name}</Text>
+          </Stack.Item>
+          <Stack.Item>
+            <Text>{predictedClass}</Text>
+          </Stack.Item>
+        </Stack>
+      );
+    }
     if (column && dropdownOption?.data?.categoricalOptions) {
       return (
         <Stack horizontal={false} tokens={{ childrenGap: "s1" }}>