## Summary
Part of #181111.
This adds O11y AI Assistant's contextual insight to the Log Rate
Analysis page in the ML plugin for O11y serverless projects..
Note the code is almost an exact copy of what's currently used in the
O11y UI itself to render the contextual insight when log rate analysis
gets embedded on alert details pages. As a follow up we will be able to
consolidate some code.
[aiops-ai-assistant-contextual-insight-0001.webm](08269a40-f45a-4eb9-bd4d-a249cdd46266)
To test this you need to set up AI Assistant in your `kibana.dev.yml`:
```yml
xpack.actions.preconfigured:
my-gen-ai:
name: Preconfigured Azure OpenAi
actionTypeId: .gen-ai
config:
apiUrl: <YOUR-API-URL>
apiProvider: 'Azure OpenAI'
secrets:
apiKey: <YOUR-API-KEY>
```
### Checklist
- [x] [Unit or functional
tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)
were updated or added to match the most common scenarios
- [x] This was checked for breaking API changes and was [labeled
appropriately](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)
## Summary
Expose QueryStringInput via plugin contract this will make sure deps are
handled by the component itself.
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
## Summary
This PR adds data drift detection workflow from Trained models to Data
comparison view. It also renames Data comparison to Data Drift.
**From the new map view in Trained model list:**
- Clicking on the index icon in the map view will give an option/action
to Analyze data drift
a68163ab-8a83-4378-8cf3-ea49f4480a06
- If model has detected related indices, it will also give an option to
Analyze data drift in the Transform actions
**From the data comparison/drift page:**
- Default screen with list of available data views and saved search will
be shown
<img width="1470" alt="Screen Shot 2023-09-07 at 00 22 01"
src="db13b8b7-9d90-4220-b03e-9f9d12ab53e9">
- But can also customize index patterns for the data sets to analyze.
Upon 'analyzing', a new data view will be created if needed (either
permanently or temporarily).
<img width="1271" alt="Screen Shot 2023-08-29 at 16 56 57"
src="e000e920-162b-4369-8762-70b6244e50e7">
<img width="1470" alt="Screen Shot 2023-09-07 at 00 22 49"
src="6577a530-c3b0-4ab9-95e4-d1d8fd1c9f0a">
- If there exists a data view with exact combination of index patterns
and time field, it will use that data view
- If there exists a data view with the same index patterns but different
time field, it will create a new data view with name
`{referencePattern},{comparisonPattern}-{timeField}`
- If no data view exists that matches, it will create a new data view
with name `{referencePattern},{comparisonPattern}`
## For reviewers:
- **appex-sharedux**: [Small change in the exported type interface for
BaseSavedObjectFinder](https://github.com/elastic/kibana/pull/162853/files#diff-5e2e62df8aba5ac9445962bfa00eee933a386110d0a24dfe6ac0f300a796ccc3)
to correctly list `children` as an accepted prop. This prop which is
used for the `toolsRight`.
- **security-solution**: Renaming of `Data comparison` to `Data Drift`
## Tests:
[Flaky test suite runner with Data Drift
test](https://buildkite.com/elastic/kibana-flaky-test-suite-runner/builds/3216#018accc2-d33b-4cd6-a178-589e6698b675)
... successful after 50 runs✅
### Checklist
Delete any items that are not applicable to this PR.
- [ ] Any text added [EUI's writing
guidelines](https://elastic.github.io/eui/#/guidelines/writing), uses
sentence case text and includes [i18n
support](https://github.com/elastic/kibana/blob/main/packages/kbn-i18n/README.md)
- [ ]
[Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html)
was added for features that require explanation or tutorials
- [x] [Unit or functional
tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)
were updated or added to match the most common scenarios
- [ ] Any UI touched in this PR is usable by keyboard only (learn more
about [keyboard accessibility](https://webaim.org/techniques/keyboard/))
- [ ] Any UI touched in this PR does not create any new axe failures
(run axe in browser:
[FF](https://addons.mozilla.org/en-US/firefox/addon/axe-devtools/),
[Chrome](https://chrome.google.com/webstore/detail/axe-web-accessibility-tes/lhdoppojpmngadmnindnejefpokejbdd?hl=en-US))
- [ ] If a plugin configuration key changed, check if it needs to be
allowlisted in the cloud and added to the [docker
list](https://github.com/elastic/kibana/blob/main/src/dev/build/tasks/os_packages/docker_generator/resources/base/bin/kibana-docker)
- [ ] This renders correctly on smaller devices using a responsive
layout. (You can test this [in your
browser](https://www.browserstack.com/guide/responsive-testing-on-local-server))
- [ ] This was checked for [cross-browser
compatibility](https://www.elastic.co/support/matrix#matrix_browsers)
### Risk Matrix
Delete this section if it is not applicable to this PR.
Before closing this PR, invite QA, stakeholders, and other developers to
identify risks that should be tested prior to the change/feature
release.
When forming the risk matrix, consider some of the following examples
and how they may potentially impact the change:
| Risk | Probability | Severity | Mitigation/Notes |
|---------------------------|-------------|----------|-------------------------|
| Multiple Spaces—unexpected behavior in non-default Kibana Space.
| Low | High | Integration tests will verify that all features are still
supported in non-default Kibana Space and when user switches between
spaces. |
| Multiple nodes—Elasticsearch polling might have race conditions
when multiple Kibana nodes are polling for the same tasks. | High | Low
| Tasks are idempotent, so executing them multiple times will not result
in logical error, but will degrade performance. To test for this case we
add plenty of unit tests around this logic and document manual testing
procedure. |
| Code should gracefully handle cases when feature X or plugin Y are
disabled. | Medium | High | Unit tests will verify that any feature flag
or plugin combination still results in our service operational. |
| [See more potential risk
examples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx) |
### For maintainers
- [ ] This was checked for breaking API changes and was [labeled
appropriately](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
## Summary
close https://github.com/elastic/kibana/issues/161545
close https://github.com/elastic/kibana/issues/153257
This PR makes `SavedObjectFinder` component backward compatible. It is
achieved by going through content- management layer, more technical
details
[here](https://docs.google.com/document/d/1ssYmqSEUPrsuCR4iz8DohkEWekoYrm2yL4QR_fVxXLg/edit)
### Testing
`SavedObjectFinder` is this component that allows to pick a saved object
(supports: `search` `index-pattern` `map` `visualization` `lens`
`event-annotation-group`:
It is used in the following places:
- Dashboard
- Add panel
- Replace panel
- Discover - Open Search
- Visualization - Select search as a source for new viz
- Graph - select source
- Cases - markdown editor add lens
- ML (3 places)
- Canvas - select embeddable panel
- Transform
- Lens > select event annotation
### Risks / Follow up
The `SavedObjectFinder` should stay mostly the same, the only notable
functional change is that now `SavedObjectFinder` doesn't support
`includeFields` which allowed partial saved object returns, this was
done to make the call backward-compatible without making the system even
more complicated as otherwise we'll need a way to abstract
`includeFields` from so attributes and allow to run migrations on it
before making a search. follow up issue to bring it back
https://github.com/elastic/kibana/issues/163043
The risk with that is that some client that have a lot of large objects
might run into performance issues when using `SavedObjectFinder`. This
can be mitigated by changing listing limit in advanced setting from
default 1000 to something lower
- Closes https://github.com/elastic/kibana/issues/149336
## Summary
This PR converts `unifiedFieldList` plugin into a new
`@kbn/unified-field-list` package.
Had to also move some deps:
- from `uiActions` plugin to the existing `@kbn/ui-actions-browser`
package
- from `data` plugin to a new `@kbn/data-service` package
Please test that Field Stats from the package are still working on your
pages.
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
## Summary
- Saved searches use content management api
- Saved search plugin provides proper plugin api instead of static
exports
- Discover no longer re-exports static content from saved search plugin
- ML no longer works directly with the saved search saved object
- saved object conflicts are thrown via the api, rather than the api
consumer
- Content management api logs failed requests a bit better, helpful for
tests failing in CI
Closes https://github.com/elastic/kibana/issues/157078
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
Fixes https://github.com/elastic/kibana/issues/149344
This PR migrates all plugins to packages automatically. It does this
using `node scripts/lint_packages` to automatically migrate
`kibana.json` files to `kibana.jsonc` files. By doing this automatically
we can simplify many build and testing procedures to only support
packages, and not both "packages" and "synthetic packages" (basically
pointers to plugins).
The majority of changes are in operations related code, so we'll be
having operations review this before marking it ready for review. The
vast majority of the code owners are simply pinged because we deleted
all `kibana.json` files and replaced them with `kibana.jsonc` files, so
we plan on leaving the PR ready-for-review for about 24 hours before
merging (after feature freeze), assuming we don't have any blockers
(especially from @elastic/kibana-core since there are a few core
specific changes, though the majority were handled in #149370).
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
