[Security Solution] ML jobs are missing on rule details/editing/update pages

[xcrzx]

PR: #205483

Summary

Some machine learning (ML) jobs are not displayed when viewing, editing, or updating rules.

Steps to Reproduce

1. Open a rule, such as High Mean of RDP Session Duration, or another ML rule. From my observation, around 30-40% of ML rules appear to be affected by this issue.

Issue Details

In all affected cases:

• The machine_learning_job_id is present in the rule configuration.
• However, it is not displayed by the view or edit components.

Affected Components

Rule Details Page

Rule Editing Page

Rule Update Flyout (View Mode)

Rule Update Flyout (Edit Mode)

Note

From the component logic, it appears that we fetch a list of all security ML jobs. Next, we check if the rule's jobs are in that list. We then display only the jobs from the list.

[elasticmachine]

Pinging @elastic/security-solution (Team: SecuritySolution)

[elasticmachine]

Pinging @elastic/security-detection-rule-management (Team:Detection Rule Management)

[elasticmachine]

Pinging @elastic/security-detections-response (Team:Detections and Resp)

[approksiu]

This issue would occur for all the rules that reference uninstalled Advanced Analytics (ML) packages and use ML jobs from those.

[banderror]

@xcrzx @approksiu The ML jobs UI component shouldn't reset its state to empty if it can't find a job in the list. This should only be done by the user explicitly. I think we should try to fix this within Milestone 3, but the priority is lower than fixing issues that are not field-specific.