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feat(investigation): add usage collector #197659
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kdelemme
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215979c
Add usage collector
kdelemme 494da04
persist telemetry
kdelemme 2ff7793
[CI] Auto-commit changed files from 'node scripts/lint_ts_projects --…
kibanamachine 0693276
Merge branch 'main' into feat/add-investigation-collector-usage
kdelemme c528bb7
Merge branch 'main' into feat/add-investigation-collector-usage
shahzad31 89bc326
Optimize for eventual large investigations
kdelemme bb40c04
Merge branch 'main' into feat/add-investigation-collector-usage
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71 changes: 71 additions & 0 deletions
71
x-pack/plugins/observability_solution/investigate_app/server/lib/collectors/fetcher.test.ts
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/* | ||
* 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'; | ||
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let savedObjectClient: ReturnType<typeof savedObjectsRepositoryMock.create>; | ||
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let closeMock: jest.Mock; | ||
let esClient: ElasticsearchClientMock; | ||
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describe('Investigation usage collector fetcher', () => { | ||
beforeEach(() => { | ||
savedObjectClient = savedObjectsRepositoryMock.create(); | ||
closeMock = jest.fn(); | ||
}); | ||
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it('without any existing investigation', async () => { | ||
savedObjectClient.createPointInTimeFinder.mockReturnValue({ | ||
find: async function* find() { | ||
return { | ||
[Symbol.asyncIterator]: async () => {}, | ||
next: () => {}, | ||
}; | ||
}, | ||
close: closeMock, | ||
}); | ||
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const results = await fetcher({ | ||
soClient: savedObjectClient, | ||
esClient, | ||
} as CollectorFetchContext); | ||
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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, | ||
} | ||
`); | ||
}); | ||
}); |
84 changes: 84 additions & 0 deletions
84
x-pack/plugins/observability_solution/investigate_app/server/lib/collectors/fetcher.ts
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/* | ||
* 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'; | ||
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export const fetcher = async (context: CollectorFetchContext) => { | ||
const finder = context.soClient.createPointInTimeFinder<StoredInvestigation>({ | ||
type: SO_INVESTIGATION_TYPE, | ||
perPage: 1000, | ||
}); | ||
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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, | ||
}, | ||
}; | ||
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const items: number[] = []; | ||
const notes: number[] = []; | ||
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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); | ||
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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); | ||
} | ||
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usage.items = computeMetrics(items.sort()); | ||
usage.notes = computeMetrics(notes.sort()); | ||
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await finder.close(); | ||
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return { | ||
investigation: usage, | ||
}; | ||
}; |
42 changes: 42 additions & 0 deletions
42
...gins/observability_solution/investigate_app/server/lib/collectors/helpers/metrics.test.ts
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/* | ||
* 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. | ||
*/ | ||
|
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import { computeMetrics } from './metrics'; | ||
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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, | ||
} | ||
`); | ||
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const arr = Array.from({ length: 100 }, (_, i) => i); | ||
expect(computeMetrics(arr)).toMatchInlineSnapshot(` | ||
Object { | ||
"avg": 49.5, | ||
"max": 99, | ||
"min": 0, | ||
"p90": 90, | ||
"p95": 95, | ||
} | ||
`); | ||
}); | ||
}); |
32 changes: 32 additions & 0 deletions
32
...k/plugins/observability_solution/investigate_app/server/lib/collectors/helpers/metrics.ts
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/* | ||
* 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. | ||
*/ | ||
|
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import { sum } from 'lodash'; | ||
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export function computeMetrics(arr: number[]) { | ||
if (arr.length === 0) { | ||
return { | ||
avg: 0, | ||
p90: 0, | ||
p95: 0, | ||
max: 0, | ||
min: 0, | ||
}; | ||
} | ||
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const total = sum(arr); | ||
const r90 = (90 / 100) * (arr.length - 1) + 1; | ||
const r95 = (95 / 100) * (arr.length - 1) + 1; | ||
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return { | ||
avg: total / arr.length, | ||
p90: arr[Math.floor(r90)], | ||
p95: arr[Math.floor(r95)], | ||
max: arr[arr.length - 1], | ||
min: arr[0], | ||
}; | ||
} |
147 changes: 147 additions & 0 deletions
147
x-pack/plugins/observability_solution/investigate_app/server/lib/collectors/register.ts
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---|---|---|
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/* | ||
* 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. | ||
*/ | ||
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import { UsageCollectionSetup } from '@kbn/usage-collection-plugin/server'; | ||
import { fetcher } from './fetcher'; | ||
import type { Usage } from './type'; | ||
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export function registerUsageCollector(usageCollection?: UsageCollectionSetup): void { | ||
if (!usageCollection) { | ||
return; | ||
} | ||
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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, | ||
}); | ||
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// register usage collector | ||
usageCollection.registerCollector(usageCollector); | ||
} |
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this could be potentially very memory heavy task, if we let's say store lot of data as part of investigation, i imagine storing images, screenshots, lens embeddables attributes JSON, LLM output, all of that data is stored in items right?
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That's possible indeed - I can reduce the batch size to something smaller, like 10?
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i think the status part could be fetched as an aggregation, the length of notes and items arrays is tricky to get since that isn't mapped.
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yeah let's reduce the perPage for now. i can't think of anything else. since we can't use
fields
as well. If we really want to optimise, we can save length of items and notes as separate fields and get those. that way items and notes we won't have to fetch. but i guess it might be overkill.There was a problem hiding this comment.
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addressed with 89bc326