[Meta] [ML] DF Analytics creation wizard

[alvarezmelissa87]

Meta issue for DF Analytics creation wizard.

PR 1: initial conversion to wizard - #67564
/*/ = #69456

General

• Ensure job cloning works ([ML] DF Analytics: Creation wizard part 2 #68462)
• Update functional tests

Source Selection

• Trigger source selection modal from create button on analytics list page (PR 1)
• Trigger source selection modal from create your first job link (PR 1)
• Source (index pattern/saved search) is selected via modal before jumping into wizard (PR 1)

JSON Editor

• switch to json editor to create job (PR 1)
• switch back to form from json editor (In progress) ([ML] DF Analytics creation wizard: ensure user can switch back to form from JSON editor #73752)
• advanced editor has all fields populated on form populated in editor (PR 1)
• Show relevant errors
• able to create job (PR 1)
• able to navigate back to list after job creation (PR 1)

Configuration

• Can create job from index pattern (PR 1)

• Can create job from saved search (PR 1)

• Cards with icons and description for the job type - [ML] DF Analytics creation wizard: replace select input with job type cards with icons #78872

  • Awaiting icons: Request: Icons for the different types of analytics jobs in ML eui#3779

• Show warning message if source does not have fields supported by job type (PR 1)

  • index pattern
    • outlier detection
    • regression
    • classification
  • saved search
    • outlier detection
    • regression
    • classification

• Show source preview data grid with search bar

  • if source is saved search - subset is shown as source preview with query set to saved search (PR 1)
  • input search query is used as query for job config (PR 1)
  • mini charts in data grid to show distribution of data

• set job type (PR 1)

• set dependent variable (regression/classification) (PR 1)

• set training percent (default to 80) (regression/classification) (PR 1)

• show table with fields that will be included in analysis (PR 1)

  • included fields all checked by default and can uncheck fields to exclude (required fields cannot be excluded)
    • ensure includes table errors are up to date ([ML] DF Analytics: stop status polling when job stopped #71159)
      - [ ] exclude all fields matching a pattern
  • ensure all types of particular field are excluded if field is chosen for exclusion (PR 1)
    - [ ] Details view
    - [ ] include read only table showing fields included in analysis

• Disable continue button if fields are not valid (PR 1)

• Show relevant errors in same step

• Default dest index name to job id ([ML] Use default name for dest index which matches the job or transform name #53109)

  • checkbox to use job id as default (checked by default) then if they uncheck add input field
  • PR: [ML] DF Analytics creation wizard: default destination index to job id #72758

Advanced Operational

• Details view (PR 1)
• Disable continue button if fields are not valid (PR 1)
• Show relevant errors in same step *
• Allow user to set dest results_field ([ML] DF Analytics: add results field to wizard and show regression stats #70893)

Advanced Hyper parameters

• Details view (PR 1)
• validate all parameters (type, min, max, etc) *
  • hit explain api when parameters changed to show any useful errors prior to creation attempt
• update model memory limit validation value when params are changed as they may affect mml
• Disable continue button if fields are not valid *
• Show relevant errors in same step *

Creation

• Disable create button if form is not valid (PR 1)
• job creation
  • config correct from form settings (PR 1)
  • advanced correct from form settings
• Add checkbox option to start a job immediately after it is created (PR 1)
• Show messages for creation/start progress (PR 1)
• Show link back to job list after job creation (PR 1)
• Show link to job results view after job creation ([ML] DF Analytics creation wizard: show link to results #74025)
• Show relevant errors in same step
• Show progress info at the end of the creation wizard (Like what's in the jobs list) ([ML] DF Analytics Creation: add progress indicator #69583)
• Stop polling for progress if job creation fails ([ML] DFA if job start fails, progress poll still runs #70714)
  • [ML] DF Analytics: stop status polling when job stopped #71159

Code level

• remove old creation flyout form code ([ML] DF Analytics: Creation wizard part 2 #68462)
• refactor state

[elasticmachine]

Pinging @elastic/ml-ui (:ml)