Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[ML] Add switch to enable model plot annotations independently #70678

Merged
merged 7 commits into from
Jul 9, 2020
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
Expand Up @@ -80,7 +80,7 @@ export interface DataDescription {
}

export interface ModelPlotConfig {
enabled: boolean;
enabled?: boolean;
annotations_enabled?: boolean;
terms?: string;
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -226,23 +226,39 @@ export class JobCreator {
this._calendars = calendars;
}

public set modelPlot(enable: boolean) {
if (enable) {
this._job_config.model_plot_config = {
enabled: true,
};
} else {
delete this._job_config.model_plot_config;
private _initModelPlotConfig() {
// initialize configs to false if they are missing
if (this._job_config.model_plot_config === undefined) {
this._job_config.model_plot_config = {};
}
if (this._job_config.model_plot_config.enabled === undefined) {
this._job_config.model_plot_config.enabled = false;
}
if (this._job_config.model_plot_config.annotations_enabled === undefined) {
this._job_config.model_plot_config.annotations_enabled = false;
}
}

public set modelPlot(enable: boolean) {
this._initModelPlotConfig();
this._job_config.model_plot_config!.enabled = enable;
}
public get modelPlot() {
return (
this._job_config.model_plot_config !== undefined &&
this._job_config.model_plot_config.enabled === true
);
}

public set modelChangeAnnotations(enable: boolean) {
this._initModelPlotConfig();
this._job_config.model_plot_config!.annotations_enabled = enable;
}

public get modelChangeAnnotations() {
return this._job_config.model_plot_config?.annotations_enabled === true;
}

public set useDedicatedIndex(enable: boolean) {
this._useDedicatedIndex = enable;
if (enable) {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,7 @@ import {
EuiHorizontalRule,
} from '@elastic/eui';
import { ModelPlotSwitch } from './components/model_plot';
import { AnnotationsSwitch } from './components/annotations';
import { DedicatedIndexSwitch } from './components/dedicated_index';
import { ModelMemoryLimitInput } from '../../../common/model_memory_limit';
import { JobCreatorContext } from '../../../job_creator_context';
Expand Down Expand Up @@ -41,6 +42,7 @@ export const AdvancedSection: FC<Props> = ({ advancedExpanded, setAdvancedExpand
<EuiFlexGroup gutterSize="xl">
<EuiFlexItem>
<ModelPlotSwitch />
<AnnotationsSwitch />
</EuiFlexItem>
<EuiFlexItem>
<DedicatedIndexSwitch />
Expand Down Expand Up @@ -68,6 +70,7 @@ export const AdvancedSection: FC<Props> = ({ advancedExpanded, setAdvancedExpand
>
<EuiFlexItem>
<ModelPlotSwitch />
<AnnotationsSwitch />
<ModelMemoryLimitInput />
</EuiFlexItem>
<EuiFlexItem>
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,65 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License;
* you may not use this file except in compliance with the Elastic License.
*/

import React, { FC, useState, useContext, useEffect } from 'react';
import { i18n } from '@kbn/i18n';
import { EuiCallOut, EuiSpacer, EuiSwitch } from '@elastic/eui';
import { FormattedMessage } from '@kbn/i18n/react';
import { JobCreatorContext } from '../../../../../job_creator_context';
import { Description } from './description';

export const AnnotationsSwitch: FC = () => {
const { jobCreator, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
const [annotationsEnabled, setAnnotationsEnabled] = useState(jobCreator.modelChangeAnnotations);
const [showCallOut, setShowCallout] = useState(
jobCreator.modelPlot && !jobCreator.modelChangeAnnotations
);

useEffect(() => {
jobCreator.modelChangeAnnotations = annotationsEnabled;
jobCreatorUpdate();
}, [annotationsEnabled]);

useEffect(() => {
setShowCallout(jobCreator.modelPlot && !annotationsEnabled);
}, [jobCreatorUpdated, annotationsEnabled]);

function toggleAnnotations() {
setAnnotationsEnabled(!annotationsEnabled);
}

return (
<>
<Description>
<EuiSwitch
name="switch"
checked={annotationsEnabled}
onChange={toggleAnnotations}
data-test-subj="mlJobWizardSwitchAnnotations"
label={i18n.translate(
'xpack.ml.newJob.wizard.jobDetailsStep.advancedSection.enableModelPlotAnnotations.title',
{
defaultMessage: 'Enable model change annotations',
}
)}
/>
</Description>
{showCallOut && (
<EuiCallOut
title={
<FormattedMessage
id="xpack.ml.newJob.wizard.jobDetailsStep.advancedSection.annotationsSwitchCallout.title"
defaultMessage="If you enable model plot with this configuration, we recommend you also enable annotations."
/>
}
color="primary"
iconType="help"
/>
)}
<EuiSpacer />
</>
);
};
Original file line number Diff line number Diff line change
@@ -0,0 +1,34 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License;
* you may not use this file except in compliance with the Elastic License.
*/

import React, { memo, FC } from 'react';
import { i18n } from '@kbn/i18n';
import { FormattedMessage } from '@kbn/i18n/react';
import { EuiDescribedFormGroup, EuiFormRow } from '@elastic/eui';

export const Description: FC = memo(({ children }) => {
const title = i18n.translate(
'xpack.ml.newJob.wizard.jobDetailsStep.advancedSection.enableModelPlotAnnotations.title',
{
defaultMessage: 'Enable model change annotations',
}
);
return (
<EuiDescribedFormGroup
title={<h3>{title}</h3>}
description={
<FormattedMessage
id="xpack.ml.newJob.wizard.jobDetailsStep.advancedSection.enableModelPlotAnnotations.description"
defaultMessage="Select to generate annotations when the model changes significantly. For example, when step changes, periodicity or trends are detected."
/>
}
>
<EuiFormRow label={title}>
<>{children}</>
</EuiFormRow>
</EuiDescribedFormGroup>
);
});
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License;
* you may not use this file except in compliance with the Elastic License.
*/

export { AnnotationsSwitch } from './annotations_switch';
Original file line number Diff line number Diff line change
Expand Up @@ -125,6 +125,7 @@ export const Page: FC<PageProps> = ({ existingJobsAndGroups, jobType }) => {

if (jobCreator.type === JOB_TYPE.SINGLE_METRIC) {
jobCreator.modelPlot = true;
jobCreator.modelChangeAnnotations = true;
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

do we definitely want to enabling this for all single metric jobs?

Copy link
Member Author

@qn895 qn895 Jul 8, 2020

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I think just enabling modelPlot (and omitting modelChangeAnnotations) will actually enable modelChangeAnnotations as well by default on elastic's side so I thought it would be clearer to state modelChangeAnnotations as true on the UI side for consistency.

As for why we wanted both on for SM jobs, the discussion was that we expect annotations to be fairly high volume for high cardinality jobs, but nowhere near as high volume as model plot. So if we can tolerate the volume of model plot, we would probably also want annotations.

Copy link
Member

@jgowdyelastic jgowdyelastic Jul 9, 2020

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I think just enabling modelPlot (and omitting modelChangeAnnotations) will actually enable modelChangeAnnotations as well by default on elastic's side

This is no longer possible with the changes you added in 405c2a7. So if we do want to only enable modelPlot this line could be omitted.

I was asking more from a product design point of view, whether this had been discussed and it sounds like it has.
I was mainly concerned about the noise of the new annotations that will be generated.

}

if (mlContext.currentSavedSearch !== null) {
Expand Down
4 changes: 3 additions & 1 deletion x-pack/plugins/ml/server/routes/anomaly_detectors.ts
Original file line number Diff line number Diff line change
Expand Up @@ -175,9 +175,11 @@ export function jobRoutes({ router, mlLicense }: RouteInitialization) {
mlLicense.fullLicenseAPIGuard(async (context, request, response) => {
try {
const { jobId } = request.params;
const body = request.body;

const results = await context.ml!.mlClient.callAsCurrentUser('ml.addJob', {
jobId,
body: request.body,
body,
});
return response.ok({
body: results,
Expand Down