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[8.x] feat(investigation): add usage collector (#197659) #199866

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Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,8 @@
"security",
"observability",
"licensing",
"ruleRegistry"
"ruleRegistry",
"usageCollection"
],
"requiredBundles": [
"esql",
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,71 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/

import { ElasticsearchClientMock, savedObjectsRepositoryMock } from '@kbn/core/server/mocks';
import { CollectorFetchContext } from '@kbn/usage-collection-plugin/server';
import { fetcher } from './fetcher';

let savedObjectClient: ReturnType<typeof savedObjectsRepositoryMock.create>;

let closeMock: jest.Mock;
let esClient: ElasticsearchClientMock;

describe('Investigation usage collector fetcher', () => {
beforeEach(() => {
savedObjectClient = savedObjectsRepositoryMock.create();
closeMock = jest.fn();
});

it('without any existing investigation', async () => {
savedObjectClient.createPointInTimeFinder.mockReturnValue({
find: async function* find() {
return {
[Symbol.asyncIterator]: async () => {},
next: () => {},
};
},
close: closeMock,
});

const results = await fetcher({
soClient: savedObjectClient,
esClient,
} as CollectorFetchContext);

expect(closeMock).toHaveBeenCalled();
expect(results.investigation).toMatchInlineSnapshot(`
Object {
"by_origin": Object {
"alert": 0,
"blank": 0,
},
"by_status": Object {
"active": 0,
"cancelled": 0,
"mitigated": 0,
"resolved": 0,
"triage": 0,
},
"items": Object {
"avg": 0,
"max": 0,
"min": 0,
"p90": 0,
"p95": 0,
},
"notes": Object {
"avg": 0,
"max": 0,
"min": 0,
"p90": 0,
"p95": 0,
},
"total": 0,
}
`);
});
});
Original file line number Diff line number Diff line change
@@ -0,0 +1,84 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { CollectorFetchContext } from '@kbn/usage-collection-plugin/server';
import { StoredInvestigation } from '../../models/investigation';
import { SO_INVESTIGATION_TYPE } from '../../saved_objects/investigation';
import { computeMetrics } from './helpers/metrics';
import { Usage } from './type';

export const fetcher = async (context: CollectorFetchContext) => {
const finder = context.soClient.createPointInTimeFinder<StoredInvestigation>({
type: SO_INVESTIGATION_TYPE,
perPage: 10,
});

let usage: Usage['investigation'] = {
total: 0,
by_status: {
triage: 0,
active: 0,
mitigated: 0,
resolved: 0,
cancelled: 0,
},
by_origin: {
alert: 0,
blank: 0,
},
items: {
avg: 0,
p90: 0,
p95: 0,
max: 0,
min: 0,
},
notes: {
avg: 0,
p90: 0,
p95: 0,
max: 0,
min: 0,
},
};

const items: number[] = [];
const notes: number[] = [];

for await (const response of finder.find()) {
usage = response.saved_objects.reduce((acc, so) => {
items.push(so.attributes.items.length);
notes.push(so.attributes.notes.length);

return {
...acc,
total: acc.total + 1,
by_status: {
...acc.by_status,
...(so.attributes.status === 'triage' && { triage: acc.by_status.triage + 1 }),
...(so.attributes.status === 'active' && { active: acc.by_status.active + 1 }),
...(so.attributes.status === 'mitigated' && { mitigated: acc.by_status.mitigated + 1 }),
...(so.attributes.status === 'resolved' && { resolved: acc.by_status.resolved + 1 }),
...(so.attributes.status === 'cancelled' && { cancelled: acc.by_status.cancelled + 1 }),
},
by_origin: {
...acc.by_origin,
...(so.attributes.origin.type === 'alert' && { alert: acc.by_origin.alert + 1 }),
...(so.attributes.origin.type === 'blank' && { blank: acc.by_origin.blank + 1 }),
},
};
}, usage);
}

usage.items = computeMetrics(items.sort());
usage.notes = computeMetrics(notes.sort());

await finder.close();

return {
investigation: usage,
};
};
Original file line number Diff line number Diff line change
@@ -0,0 +1,42 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/

import { computeMetrics } from './metrics';

describe('ComputeMetrics', () => {
it('computes the metrics correctly', async () => {
expect(computeMetrics([])).toMatchInlineSnapshot(`
Object {
"avg": 0,
"max": 0,
"min": 0,
"p90": 0,
"p95": 0,
}
`);
expect(computeMetrics([10, 10, 100])).toMatchInlineSnapshot(`
Object {
"avg": 40,
"max": 100,
"min": 10,
"p90": 100,
"p95": 100,
}
`);

const arr = Array.from({ length: 100 }, (_, i) => i);
expect(computeMetrics(arr)).toMatchInlineSnapshot(`
Object {
"avg": 49.5,
"max": 99,
"min": 0,
"p90": 90,
"p95": 95,
}
`);
});
});
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/

import { sum } from 'lodash';

export function computeMetrics(arr: number[]) {
if (arr.length === 0) {
return {
avg: 0,
p90: 0,
p95: 0,
max: 0,
min: 0,
};
}

const total = sum(arr);
const r90 = (90 / 100) * (arr.length - 1) + 1;
const r95 = (95 / 100) * (arr.length - 1) + 1;

return {
avg: total / arr.length,
p90: arr[Math.floor(r90)],
p95: arr[Math.floor(r95)],
max: arr[arr.length - 1],
min: arr[0],
};
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,147 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/

import { UsageCollectionSetup } from '@kbn/usage-collection-plugin/server';
import { fetcher } from './fetcher';
import type { Usage } from './type';

export function registerUsageCollector(usageCollection?: UsageCollectionSetup): void {
if (!usageCollection) {
return;
}

const usageCollector = usageCollection.makeUsageCollector<Usage>({
type: 'investigation',
schema: {
investigation: {
total: {
type: 'long',
_meta: {
description: 'The total number of investigations in the cluster',
},
},
by_status: {
triage: {
type: 'long',
_meta: {
description: 'The number of investigations in triage status in the cluster',
},
},
active: {
type: 'long',
_meta: { description: 'The number of investigations in active status in the cluster' },
},
mitigated: {
type: 'long',
_meta: {
description: 'The number of investigations in mitigated status in the cluster',
},
},
resolved: {
type: 'long',
_meta: {
description: 'The number of investigations in resolved status in the cluster',
},
},
cancelled: {
type: 'long',
_meta: {
description: 'The number of investigations in cancelled status in the cluster',
},
},
},
by_origin: {
alert: {
type: 'long',
_meta: {
description: 'The number of investigations created from alerts in the cluster',
},
},
blank: {
type: 'long',
_meta: {
description: 'The number of investigations created from scratch in the cluster',
},
},
},
items: {
avg: {
type: 'long',
_meta: {
description: 'The average number of items across all investigations in the cluster',
},
},
p90: {
type: 'long',
_meta: {
description:
'The 90th percentile of the number of items across all investigations in the cluster',
},
},
p95: {
type: 'long',
_meta: {
description:
'The 95th percentile of the number of items across all investigations in the cluster',
},
},
max: {
type: 'long',
_meta: {
description: 'The maximum number of items across all investigations in the cluster',
},
},
min: {
type: 'long',
_meta: {
description: 'The minimum number of items across all investigations in the cluster',
},
},
},
notes: {
avg: {
type: 'long',
_meta: {
description: 'The average number of notes across all investigations in the cluster',
},
},
p90: {
type: 'long',
_meta: {
description:
'The 90th percentile of the number of notes across all investigations in the cluster',
},
},
p95: {
type: 'long',
_meta: {
description:
'The 95th percentile of the number of notes across all investigations in the cluster',
},
},
max: {
type: 'long',
_meta: {
description: 'The maximum number of notes across all investigations in the cluster',
},
},
min: {
type: 'long',
_meta: {
description: 'The minimum number of notes across all investigations in the cluster',
},
},
},
},
},
isReady: () => true,
fetch: fetcher,
});

// register usage collector
usageCollection.registerCollector(usageCollector);
}
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