FAI-692: Integration of regularizers into SHAP #1209

RobGeada · 2022-01-24T15:43:36Z

https://issues.redhat.com/browse/FAI-692

In cases where the number of possible feature coalitions greatly outnumber the number of available samples, some means of regularization must be employed in the linear regression to ensure that the results are reasonably accurate. Now that methods for performing Least Angle Regression Path regularization are included via the FAI-660 merge, these features can now be integrated into SHAP.

Many thanks for submitting your Pull Request ❤️!

Please make sure that your PR meets the following requirements:

You have read the contributors guide
Pull Request title is properly formatted: KOGITO-XYZ Subject
Pull Request title contains the target branch if not targeting main: [0.9.x] KOGITO-XYZ Subject
Pull Request contains link to the JIRA issue
Pull Request contains link to any dependent or related Pull Request
Pull Request contains description of the issue
Pull Request does not include fixes for issues other than the main ticket

How to replicate CI configuration locally?

Build Chain tool does "simple" maven build(s), the builds are just Maven commands, but because the repositories relates and depends on each other and any change in API or class method could affect several of those repositories there is a need to use build-chain tool to handle cross repository builds and be sure that we always use latest version of the code for each repository.

build-chain tool is a build tool which can be used on command line locally or in Github Actions workflow(s), in case you need to change multiple repositories and send multiple dependent pull requests related with a change you can easily reproduce the same build by executing it on Github hosted environment or locally in your development environment. See local execution details to get more information about it.

How to retest this PR or trigger a specific build:

Pull Request
Please add comment: Jenkins retest this
Quarkus LTS checks
Please add comment: Jenkins run LTS
Native checks
Please add comment: Jenkins run native

…AI-692

kie-ci1 · 2022-01-25T14:48:45Z

PR job #542 was: ABORTED
Possible explanation: Most probably a timeout, please review

Test results:

PASSED: 2396
FAILED: 0

Those are the test failures: none

Please look here: https://eng-jenkins-csb-business-automation.apps.ocp-c1.prod.psi.redhat.com/job/KIE/job/kogito/job/main/job/pullrequest/job/kogito-apps.tests.kogito-apps/542/display/redirect or see console log:

[2022-01-25T14:48:17.255Z] [INFO] --------------------------------[ jar ]---------------------------------
[2022-01-25T14:48:17.255Z] [INFO] 
[2022-01-25T14:48:17.255Z] [INFO] --- maven-enforcer-plugin:3.0.0-M2:enforce (enforce-versions) @ jitexecutor-runner ---
[2022-01-25T14:48:17.255Z] [INFO] Skipping Rule Enforcement.
[2022-01-25T14:48:17.255Z] [INFO] 
[2022-01-25T14:48:17.255Z] [INFO] --- maven-enforcer-plugin:3.0.0-M2:enforce (enforce-java-version) @ jitexecutor-runner ---
[2022-01-25T14:48:17.255Z] [INFO] Skipping Rule Enforcement.
[2022-01-25T14:48:17.255Z] [INFO] 
[2022-01-25T14:48:17.255Z] [INFO] --- maven-enforcer-plugin:3.0.0-M2:enforce (enforce-maven-version) @ jitexecutor-runner ---
[2022-01-25T14:48:17.255Z] [INFO] Skipping Rule Enforcement.
[2022-01-25T14:48:17.255Z] [INFO] 
[2022-01-25T14:48:17.255Z] [INFO] --- maven-checkstyle-plugin:3.0.0:check (default) @ jitexecutor-runner ---
[2022-01-25T14:48:17.255Z] [INFO] 
[2022-01-25T14:48:17.255Z] [INFO] --- maven-antrun-plugin:1.8:run (default) @ jitexecutor-runner ---
[2022-01-25T14:48:17.255Z] [INFO] Executing tasks
[2022-01-25T14:48:17.255Z] 
[2022-01-25T14:48:17.255Z] main:
[2022-01-25T14:48:17.255Z]      [echo] Generating JaCoCo Reports
[2022-01-25T14:48:17.255Z]     [mkdir] Created dir: /home/jenkins/workspace/KIE/kogito/main/pullrequest/kogito-apps.tests.kogito-apps/bc/kiegroup_kogito_apps/kogito-apps/jitexecutor/jitexecutor-runner/target/site/jacoco
[2022-01-25T14:48:17.255Z]    [report] Loading execution data file /home/jenkins/workspace/KIE/kogito/main/pullrequest/kogito-apps.tests.kogito-apps/bc/kiegroup_kogito_apps/kogito-apps/target/jacoco.exec
[2022-01-25T14:48:27.266Z]    [report] Writing bundle 'jitexecutor-runner' with 724 classes
[2022-01-25T14:48:35.649Z] Cancelling nested steps due to timeout
[2022-01-25T14:48:35.653Z] Sending interrupt signal to process
[2022-01-25T14:48:37.587Z] + test 143 -eq 0
[2022-01-25T14:48:37.596Z] script returned exit code 1
[Pipeline] }
[Pipeline] // withCredentials
[Pipeline] }
[Pipeline] // dir
[Pipeline] }
[Pipeline] // script
[Pipeline] }
[Pipeline] // withEnv
[Pipeline] }
[Pipeline] // stage
[Pipeline] stage
[Pipeline] { (check space after build)
Stage "check space after build" skipped due to earlier failure(s)
[Pipeline] }
[Pipeline] // stage
[Pipeline] stage
[Pipeline] { (Declarative: Post Actions)
[Pipeline] script
[Pipeline] {
[Pipeline] sh
[2022-01-25T14:48:38.415Z] + wget --no-check-certificate -qO - https://eng-jenkins-csb-business-automation.apps.ocp-c1.prod.psi.redhat.com/job/KIE/job/kogito/job/main/job/pullrequest/job/kogito-apps.tests.kogito-apps/542/api/json
[Pipeline] readJSON
[Pipeline] sh
[2022-01-25T14:48:39.679Z] + wget --no-check-certificate -qO - https://eng-jenkins-csb-business-automation.apps.ocp-c1.prod.psi.redhat.com/job/KIE/job/kogito/job/main/job/pullrequest/job/kogito-apps.tests.kogito-apps/542/consoleText
[2022-01-25T14:48:39.679Z] + tail -n 50