From b35234f7c022124dba7e93033f53a46e945f8a38 Mon Sep 17 00:00:00 2001 From: Wylie Conlon Date: Thu, 4 Feb 2021 17:48:11 -0500 Subject: [PATCH 1/6] [Lens] Support histogram mapping type --- .../data_sets/logs/field_mappings.ts | 3 + .../sample_data/data_sets/logs/logs.json.gz | Bin 1455430 -> 1578776 bytes .../indexpattern_datasource/datapanel.tsx | 19 +++- .../operations/definitions/metrics.tsx | 12 ++- .../definitions/percentile.test.tsx | 74 ++++++++++++++ .../operations/definitions/percentile.tsx | 6 +- .../public/indexpattern_datasource/utils.ts | 1 + x-pack/plugins/lens/public/types.ts | 3 +- .../plugins/lens/server/routes/field_stats.ts | 92 +++++++++++++++++- .../api_integration/apis/lens/field_stats.ts | 30 ++++++ .../pre_calculated_histogram/data.json | 5 +- 11 files changed, 230 insertions(+), 15 deletions(-) diff --git a/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts b/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts index f324046b3489c..7441dfda25aa4 100644 --- a/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts +++ b/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts @@ -102,6 +102,9 @@ export const fieldMappings = { bytes: { type: 'long', }, + bytes_histogram: { + type: 'histogram', + }, tags: { type: 'text', fields: { diff --git a/src/plugins/home/server/services/sample_data/data_sets/logs/logs.json.gz b/src/plugins/home/server/services/sample_data/data_sets/logs/logs.json.gz index 0b0ecf3a2a40992e7e3cc2367f83dad9c46955c5..6f1dc15a03f708c6c1835d9ac1a4012fe9e29a2b 100644 GIT binary patch literal 1578776 zcmV*CKyAMtiwFquR2*Oc18i?+b1rIgZ*BnWed}`@H@4^Z{VQDlw6|)ygZG2?Q~XHc zN$m0Xk-3w-TT?BmEzzP#ElJshW^K+AKTN* z#dnNQN(7^iewZ%X4~u_(*Zu9|KRrIVUAL>p6UC_gGWf^EbhTcbFPp2!lYc$_)XZ*h z!vDb;|MyRiPZu}y_5JvN;D^~1UTJy_FU1(Ijjk1`nTDm?f3Dm4YPy)iU!Aol@XL9- 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M06+~7jONbE0EN3hga7~l diff --git a/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx b/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx index 8047807093eef..46efe91e3d4b4 100644 --- a/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx +++ b/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx @@ -23,7 +23,13 @@ import { } from '@elastic/eui'; import { i18n } from '@kbn/i18n'; import { FormattedMessage } from '@kbn/i18n/react'; -import { DataPublicPluginStart, EsQueryConfig, Query, Filter } from 'src/plugins/data/public'; +import { + DataPublicPluginStart, + EsQueryConfig, + Query, + Filter, + KBN_FIELD_TYPES, +} from 'src/plugins/data/public'; import { htmlIdGenerator } from '@elastic/eui'; import { DatasourceDataPanelProps, DataType, StateSetter } from '../types'; import { ChildDragDropProvider, DragContextState } from '../drag_drop'; @@ -57,7 +63,15 @@ function sortFields(fieldA: IndexPatternField, fieldB: IndexPatternField) { return fieldA.displayName.localeCompare(fieldB.displayName, undefined, { sensitivity: 'base' }); } -const supportedFieldTypes = new Set(['string', 'number', 'boolean', 'date', 'ip', 'document']); +const supportedFieldTypes = new Set([ + 'string', + 'number', + 'boolean', + 'date', + 'ip', + 'histogram', + 'document', +]); const fieldTypeNames: Record = { document: i18n.translate('xpack.lens.datatypes.record', { defaultMessage: 'record' }), @@ -66,6 +80,7 @@ const fieldTypeNames: Record = { boolean: i18n.translate('xpack.lens.datatypes.boolean', { defaultMessage: 'boolean' }), date: i18n.translate('xpack.lens.datatypes.date', { defaultMessage: 'date' }), ip: i18n.translate('xpack.lens.datatypes.ipAddress', { defaultMessage: 'IP' }), + histogram: i18n.translate('xpack.lens.datatypes.histogram', { defaultMessage: 'histogram' }), }; // Wrapper around esQuery.buildEsQuery, handling errors (e.g. because a query can't be parsed) by diff --git a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx index 21fc11693daba..61d095f95f9b9 100644 --- a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx +++ b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx @@ -32,6 +32,14 @@ const typeToFn: Record = { median: 'aggMedian', }; +const typeToSupportedDatatype: Record = { + min: ['number'], + max: ['number'], + avg: ['number', 'histogram'], + sum: ['number', 'histogram'], + median: ['number', 'histogram'], +}; + function buildMetricOperation>({ type, displayName, @@ -61,7 +69,7 @@ function buildMetricOperation>({ timeScalingMode: optionalTimeScaling ? 'optional' : undefined, getPossibleOperationForField: ({ aggregationRestrictions, aggregatable, type: fieldType }) => { if ( - fieldType === 'number' && + typeToSupportedDatatype[type].includes(fieldType) && aggregatable && (!aggregationRestrictions || aggregationRestrictions[type]) ) { @@ -77,7 +85,7 @@ function buildMetricOperation>({ return Boolean( newField && - newField.type === 'number' && + typeToSupportedDatatype[type].includes(newField.type) && newField.aggregatable && (!newField.aggregationRestrictions || newField.aggregationRestrictions![type]) ); diff --git a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.test.tsx b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.test.tsx index 07bab16b7096f..9ac91be5a17ec 100644 --- a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.test.tsx +++ b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.test.tsx @@ -68,6 +68,52 @@ describe('percentile', () => { }; }); + describe('getPossibleOperationForField', () => { + it('should accept number', () => { + expect( + percentileOperation.getPossibleOperationForField({ + name: 'bytes', + displayName: 'bytes', + type: 'number', + esTypes: ['long'], + aggregatable: true, + }) + ).toEqual({ + dataType: 'number', + isBucketed: false, + scale: 'ratio', + }); + }); + + it('should accept histogram', () => { + expect( + percentileOperation.getPossibleOperationForField({ + name: 'response_time', + displayName: 'response_time', + type: 'histogram', + esTypes: ['histogram'], + aggregatable: true, + }) + ).toEqual({ + dataType: 'number', + isBucketed: false, + scale: 'ratio', + }); + }); + + it('should reject keywords', () => { + expect( + percentileOperation.getPossibleOperationForField({ + name: 'origin', + displayName: 'origin', + type: 'string', + esTypes: ['keyword'], + aggregatable: true, + }) + ).toBeUndefined(); + }); + }); + describe('toEsAggsFn', () => { it('should reflect params correctly', () => { const percentileColumn = layer.columns.col2 as PercentileIndexPatternColumn; @@ -134,6 +180,34 @@ describe('percentile', () => { }); }); + describe('isTransferable', () => { + it('should transfer from number to histogram', () => { + const indexPattern = createMockedIndexPattern(); + indexPattern.getFieldByName = jest.fn().mockReturnValue({ + name: 'response_time', + displayName: 'response_time', + type: 'histogram', + esTypes: ['histogram'], + aggregatable: true, + }); + expect( + percentileOperation.isTransferable( + { + label: '', + sourceField: 'response_time', + isBucketed: false, + dataType: 'number', + operationType: 'percentile', + params: { + percentile: 95, + }, + }, + indexPattern + ) + ).toBeTruthy(); + }); + }); + describe('param editor', () => { it('should render current percentile', () => { const updateLayerSpy = jest.fn(); diff --git a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.tsx b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.tsx index f236b2932b2d3..e7654380bd85f 100644 --- a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.tsx +++ b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/percentile.tsx @@ -42,6 +42,8 @@ function ofName(name: string, percentile: number) { const DEFAULT_PERCENTILE_VALUE = 95; +const supportedFieldTypes = ['number', 'histogram']; + export const percentileOperation: OperationDefinition = { type: 'percentile', displayName: i18n.translate('xpack.lens.indexPattern.percentile', { @@ -49,7 +51,7 @@ export const percentileOperation: OperationDefinition { - if (fieldType === 'number' && aggregatable && !aggregationRestrictions) { + if (supportedFieldTypes.includes(fieldType) && aggregatable && !aggregationRestrictions) { return { dataType: 'number', isBucketed: false, @@ -62,7 +64,7 @@ export const percentileOperation: OperationDefinition = DatasourceDimensionDropProp isNew?: boolean; }; -export type DataType = 'document' | 'string' | 'number' | 'date' | 'boolean' | 'ip'; +export type FieldOnlyDataType = 'document' | 'ip' | 'histogram'; +export type DataType = 'string' | 'number' | 'date' | 'boolean' | FieldOnlyDataType; // An operation represents a column in a table, not any information // about how the column was created such as whether it is a sum or average. diff --git a/x-pack/plugins/lens/server/routes/field_stats.ts b/x-pack/plugins/lens/server/routes/field_stats.ts index e1681a74c2951..27b1c0e927dc6 100644 --- a/x-pack/plugins/lens/server/routes/field_stats.ts +++ b/x-pack/plugins/lens/server/routes/field_stats.ts @@ -86,7 +86,11 @@ export async function initFieldsRoute(setup: CoreSetup) { return result; }; - if (field.type === 'number') { + if (field.type === 'histogram') { + return res.ok({ + body: await getNumberOnlyHistogram(search, field), + }); + } else if (field.type === 'number') { return res.ok({ body: await getNumberHistogram(search, field), }); @@ -120,7 +124,8 @@ export async function initFieldsRoute(setup: CoreSetup) { export async function getNumberHistogram( aggSearchWithBody: (body: unknown) => Promise, - field: IFieldType + field: IFieldType, + includeTopValues = true ): Promise { const fieldRef = getFieldRef(field); @@ -135,9 +140,11 @@ export async function getNumberHistogram( max: { field: field.name }, }, sample_count: { value_count: { ...fieldRef } }, - top_values: { - terms: { ...fieldRef, size: 10 }, - }, + top_values: includeTopValues + ? { + terms: { ...fieldRef, size: 10 }, + } + : {}, }, }, }; @@ -205,6 +212,81 @@ export async function getNumberHistogram( }; } +export async function getNumberOnlyHistogram( + aggSearchWithBody: (body: unknown) => Promise, + field: IFieldType +): Promise { + const fieldRef = getFieldRef(field); + + const searchBody = { + sample: { + sampler: { shard_size: SHARD_SIZE }, + aggs: { + min_value: { + min: { field: field.name }, + }, + max_value: { + max: { field: field.name }, + }, + sample_count: { value_count: { ...fieldRef } }, + }, + }, + }; + + const minMaxResult = (await aggSearchWithBody(searchBody)) as ESSearchResponse< + unknown, + { body: { aggs: typeof searchBody } } + >; + + const minValue = minMaxResult.aggregations!.sample.min_value.value; + const maxValue = minMaxResult.aggregations!.sample.max_value.value; + + let histogramInterval = (maxValue! - minValue!) / 10; + + if (Number.isInteger(minValue!) && Number.isInteger(maxValue!)) { + histogramInterval = Math.ceil(histogramInterval); + } + + if (histogramInterval === 0) { + return { + totalDocuments: minMaxResult.hits.total.value, + sampledValues: minMaxResult.aggregations!.sample.sample_count.value!, + sampledDocuments: minMaxResult.aggregations!.sample.doc_count, + histogram: { buckets: [] }, + }; + } + + const histogramBody = { + sample: { + sampler: { shard_size: SHARD_SIZE }, + aggs: { + histo: { + histogram: { + field: field.name, + interval: histogramInterval, + }, + }, + }, + }, + }; + const histogramResult = (await aggSearchWithBody(histogramBody)) as ESSearchResponse< + unknown, + { body: { aggs: typeof histogramBody } } + >; + + return { + totalDocuments: minMaxResult.hits.total.value, + sampledDocuments: minMaxResult.aggregations!.sample.doc_count, + sampledValues: minMaxResult.aggregations!.sample.sample_count.value!, + histogram: { + buckets: histogramResult.aggregations!.sample.histo.buckets.map((bucket) => ({ + count: bucket.doc_count, + key: bucket.key, + })), + }, + }; +} + export async function getStringSamples( aggSearchWithBody: (body: unknown) => unknown, field: IFieldType diff --git a/x-pack/test/api_integration/apis/lens/field_stats.ts b/x-pack/test/api_integration/apis/lens/field_stats.ts index 2cfce5ef31305..712b2db9172dc 100644 --- a/x-pack/test/api_integration/apis/lens/field_stats.ts +++ b/x-pack/test/api_integration/apis/lens/field_stats.ts @@ -23,10 +23,12 @@ export default ({ getService }: FtrProviderContext) => { before(async () => { await esArchiver.loadIfNeeded('logstash_functional'); await esArchiver.loadIfNeeded('visualize/default'); + await esArchiver.loadIfNeeded('pre_calculated_histogram'); }); after(async () => { await esArchiver.unload('logstash_functional'); await esArchiver.unload('visualize/default'); + await esArchiver.unload('pre_calculated_histogram'); }); describe('field distribution', () => { @@ -347,6 +349,34 @@ export default ({ getService }: FtrProviderContext) => { }); }); + it('should return an auto histogram for precalculated histograms', async () => { + const { body } = await supertest + .post('/api/lens/index_stats/test-histogram/field') + .set(COMMON_HEADERS) + .send({ + dslQuery: { match_all: {} }, + field: { + name: 'histogram-content', + type: 'histogram', + }, + }) + .expect(200); + + expect(body).to.eql({ + totalDocuments: 4634, + sampledDocuments: 4634, + sampledValues: 4634, + histogram: { + buckets: [ + { + count: 100, + key: 0, + }, + ], + }, + }); + }); + it('should return histograms for scripted date fields', async () => { const { body } = await supertest .post('/api/lens/index_stats/logstash-2015.09.22/field') diff --git a/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json b/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json index cab1dbdf84483..9efbf02681eda 100644 --- a/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json +++ b/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json @@ -5,8 +5,7 @@ "index": ".kibana", "source": { "index-pattern": { - "title": "histogram-test", - "fields": "[{\"name\":\"_id\",\"type\":\"string\",\"esTypes\":[\"_id\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_index\",\"type\":\"string\",\"esTypes\":[\"_index\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_score\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_source\",\"type\":\"_source\",\"esTypes\":[\"_source\"],\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_type\",\"type\":\"string\",\"esTypes\":[\"_type\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"histogram-content\",\"type\":\"histogram\",\"esTypes\":[\"histogram\"],\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"histogram-title\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true}]" + "title": "histogram-test" }, "type": "index-pattern" } @@ -194,4 +193,4 @@ } } } -} +} \ No newline at end of file From 10ae985cf81bb67bdd38c0042f6b4479195f85ea Mon Sep 17 00:00:00 2001 From: Wylie Conlon Date: Fri, 5 Feb 2021 10:58:47 -0500 Subject: [PATCH 2/6] Fix field stats and allow max/min --- .../data/common/search/aggs/metrics/max.ts | 2 +- .../data/common/search/aggs/metrics/min.ts | 2 +- .../operations/definitions/metrics.tsx | 12 ++--- .../plugins/lens/server/routes/field_stats.ts | 11 ++-- .../api_integration/apis/lens/field_stats.ts | 52 +++++++++++++++++-- 5 files changed, 56 insertions(+), 23 deletions(-) diff --git a/src/plugins/data/common/search/aggs/metrics/max.ts b/src/plugins/data/common/search/aggs/metrics/max.ts index ee2d5ad03ce3a..5a41cdbb256c8 100644 --- a/src/plugins/data/common/search/aggs/metrics/max.ts +++ b/src/plugins/data/common/search/aggs/metrics/max.ts @@ -36,7 +36,7 @@ export const getMaxMetricAgg = () => { { name: 'field', type: 'field', - filterFieldTypes: [KBN_FIELD_TYPES.NUMBER, KBN_FIELD_TYPES.DATE], + filterFieldTypes: [KBN_FIELD_TYPES.NUMBER, KBN_FIELD_TYPES.DATE, KBN_FIELD_TYPES.HISTOGRAM], }, ], }); diff --git a/src/plugins/data/common/search/aggs/metrics/min.ts b/src/plugins/data/common/search/aggs/metrics/min.ts index f9e3c5b59d586..1805546a9fa34 100644 --- a/src/plugins/data/common/search/aggs/metrics/min.ts +++ b/src/plugins/data/common/search/aggs/metrics/min.ts @@ -36,7 +36,7 @@ export const getMinMetricAgg = () => { { name: 'field', type: 'field', - filterFieldTypes: [KBN_FIELD_TYPES.NUMBER, KBN_FIELD_TYPES.DATE], + filterFieldTypes: [KBN_FIELD_TYPES.NUMBER, KBN_FIELD_TYPES.DATE, KBN_FIELD_TYPES.HISTOGRAM], }, ], }); diff --git a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx index 61d095f95f9b9..8adadd7840147 100644 --- a/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx +++ b/x-pack/plugins/lens/public/indexpattern_datasource/operations/definitions/metrics.tsx @@ -32,13 +32,7 @@ const typeToFn: Record = { median: 'aggMedian', }; -const typeToSupportedDatatype: Record = { - min: ['number'], - max: ['number'], - avg: ['number', 'histogram'], - sum: ['number', 'histogram'], - median: ['number', 'histogram'], -}; +const supportedTypes = ['number', 'histogram']; function buildMetricOperation>({ type, @@ -69,7 +63,7 @@ function buildMetricOperation>({ timeScalingMode: optionalTimeScaling ? 'optional' : undefined, getPossibleOperationForField: ({ aggregationRestrictions, aggregatable, type: fieldType }) => { if ( - typeToSupportedDatatype[type].includes(fieldType) && + supportedTypes.includes(fieldType) && aggregatable && (!aggregationRestrictions || aggregationRestrictions[type]) ) { @@ -85,7 +79,7 @@ function buildMetricOperation>({ return Boolean( newField && - typeToSupportedDatatype[type].includes(newField.type) && + supportedTypes.includes(newField.type) && newField.aggregatable && (!newField.aggregationRestrictions || newField.aggregationRestrictions![type]) ); diff --git a/x-pack/plugins/lens/server/routes/field_stats.ts b/x-pack/plugins/lens/server/routes/field_stats.ts index 27b1c0e927dc6..7db903b922b6d 100644 --- a/x-pack/plugins/lens/server/routes/field_stats.ts +++ b/x-pack/plugins/lens/server/routes/field_stats.ts @@ -124,8 +124,7 @@ export async function initFieldsRoute(setup: CoreSetup) { export async function getNumberHistogram( aggSearchWithBody: (body: unknown) => Promise, - field: IFieldType, - includeTopValues = true + field: IFieldType ): Promise { const fieldRef = getFieldRef(field); @@ -140,11 +139,9 @@ export async function getNumberHistogram( max: { field: field.name }, }, sample_count: { value_count: { ...fieldRef } }, - top_values: includeTopValues - ? { - terms: { ...fieldRef, size: 10 }, - } - : {}, + top_values: { + terms: { ...fieldRef, size: 10 }, + }, }, }, }; diff --git a/x-pack/test/api_integration/apis/lens/field_stats.ts b/x-pack/test/api_integration/apis/lens/field_stats.ts index 712b2db9172dc..2c345eeb66059 100644 --- a/x-pack/test/api_integration/apis/lens/field_stats.ts +++ b/x-pack/test/api_integration/apis/lens/field_stats.ts @@ -351,10 +351,12 @@ export default ({ getService }: FtrProviderContext) => { it('should return an auto histogram for precalculated histograms', async () => { const { body } = await supertest - .post('/api/lens/index_stats/test-histogram/field') + .post('/api/lens/index_stats/histogram-test/field') .set(COMMON_HEADERS) .send({ dslQuery: { match_all: {} }, + fromDate: TEST_START_TIME, + toDate: TEST_END_TIME, field: { name: 'histogram-content', type: 'histogram', @@ -363,17 +365,57 @@ export default ({ getService }: FtrProviderContext) => { .expect(200); expect(body).to.eql({ - totalDocuments: 4634, - sampledDocuments: 4634, - sampledValues: 4634, histogram: { buckets: [ { - count: 100, + count: 237, key: 0, }, + { + count: 323, + key: 0.47000000000000003, + }, + { + count: 556, + key: 0.9400000000000001, + }, + { + count: 166, + key: 1.4100000000000001, + }, + { + count: 168, + key: 1.8800000000000001, + }, + { + count: 425, + key: 2.35, + }, + { + count: 311, + key: 2.8200000000000003, + }, + { + count: 596, + key: 3.29, + }, + { + count: 406, + key: 3.7600000000000002, + }, + { + count: 324, + key: 4.23, + }, + { + count: 639, + key: 4.7, + }, ], }, + sampledDocuments: 7, + sampledValues: 4151, + totalDocuments: 7, }); }); From 6f804fdf867aac073134d130745f867e75e578db Mon Sep 17 00:00:00 2001 From: Wylie Conlon Date: Fri, 5 Feb 2021 11:16:49 -0500 Subject: [PATCH 3/6] Fix types --- .../lens/public/indexpattern_datasource/datapanel.tsx | 8 +------- .../lens/public/xy_visualization/xy_suggestions.ts | 1 + 2 files changed, 2 insertions(+), 7 deletions(-) diff --git a/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx b/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx index 46efe91e3d4b4..e487e185a8c8f 100644 --- a/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx +++ b/x-pack/plugins/lens/public/indexpattern_datasource/datapanel.tsx @@ -23,13 +23,7 @@ import { } from '@elastic/eui'; import { i18n } from '@kbn/i18n'; import { FormattedMessage } from '@kbn/i18n/react'; -import { - DataPublicPluginStart, - EsQueryConfig, - Query, - Filter, - KBN_FIELD_TYPES, -} from 'src/plugins/data/public'; +import { DataPublicPluginStart, EsQueryConfig, Query, Filter } from 'src/plugins/data/public'; import { htmlIdGenerator } from '@elastic/eui'; import { DatasourceDataPanelProps, DataType, StateSetter } from '../types'; import { ChildDragDropProvider, DragContextState } from '../drag_drop'; diff --git a/x-pack/plugins/lens/public/xy_visualization/xy_suggestions.ts b/x-pack/plugins/lens/public/xy_visualization/xy_suggestions.ts index 8b121232162aa..772934160a058 100644 --- a/x-pack/plugins/lens/public/xy_visualization/xy_suggestions.ts +++ b/x-pack/plugins/lens/public/xy_visualization/xy_suggestions.ts @@ -26,6 +26,7 @@ const columnSortOrder = { ip: 3, boolean: 4, number: 5, + histogram: 6, }; /** From 8ef11912d4e461b297b0ea160bd3e58a9a08df70 Mon Sep 17 00:00:00 2001 From: Wylie Conlon Date: Mon, 8 Feb 2021 15:22:02 -0500 Subject: [PATCH 4/6] Revert to regular sample data --- .../data_sets/logs/field_mappings.ts | 3 --- .../sample_data/data_sets/logs/logs.json.gz | Bin 1578776 -> 1455430 bytes 2 files changed, 3 deletions(-) diff --git a/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts b/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts index 7441dfda25aa4..f324046b3489c 100644 --- a/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts +++ b/src/plugins/home/server/services/sample_data/data_sets/logs/field_mappings.ts @@ -102,9 +102,6 @@ export const fieldMappings = { bytes: { type: 'long', }, - bytes_histogram: { - type: 'histogram', - }, tags: { type: 'text', fields: { diff --git a/src/plugins/home/server/services/sample_data/data_sets/logs/logs.json.gz b/src/plugins/home/server/services/sample_data/data_sets/logs/logs.json.gz index 6f1dc15a03f708c6c1835d9ac1a4012fe9e29a2b..0b0ecf3a2a40992e7e3cc2367f83dad9c46955c5 100644 GIT binary patch literal 1455430 zcmV)|KzzR+iwFpg%A{QY18i?+b1rUWcP?skZ*BnWy=ikBN0v7F{r(CCKfM#tRmy$A ze9~rFElaJ|Vo&>>8y!WWL_!1sUH}xEo|ylB&nZ$wW>yv|0VIiXMEAI-ZP-4QOFeb= z=lsu6bz09>N28;6^FJojY4uc=75$GV 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zY(fhuQWhxIyXBI_3I3KWP$Z5Y!6y;K@JWPWZ~%&{0_J0^il#1S@c&sn@ICKE`vN+E zaQtT>YW@9YjFmoL=4 Date: Thu, 11 Feb 2021 12:39:14 -0500 Subject: [PATCH 5/6] Simplify server code --- .../plugins/lens/server/routes/field_stats.ts | 119 +++++------------- .../api_integration/apis/lens/field_stats.ts | 1 + 2 files changed, 30 insertions(+), 90 deletions(-) diff --git a/x-pack/plugins/lens/server/routes/field_stats.ts b/x-pack/plugins/lens/server/routes/field_stats.ts index 7db903b922b6d..b7e4f8223757a 100644 --- a/x-pack/plugins/lens/server/routes/field_stats.ts +++ b/x-pack/plugins/lens/server/routes/field_stats.ts @@ -88,7 +88,7 @@ export async function initFieldsRoute(setup: CoreSetup) { if (field.type === 'histogram') { return res.ok({ - body: await getNumberOnlyHistogram(search, field), + body: await getNumberHistogram(search, field, false), }); } else if (field.type === 'number') { return res.ok({ @@ -124,21 +124,31 @@ export async function initFieldsRoute(setup: CoreSetup) { export async function getNumberHistogram( aggSearchWithBody: (body: unknown) => Promise, - field: IFieldType + field: IFieldType, + useTopHits = true ): Promise { const fieldRef = getFieldRef(field); - const searchBody = { + const baseAggs = { + min_value: { + min: { field: field.name }, + }, + max_value: { + max: { field: field.name }, + }, + sample_count: { value_count: { ...fieldRef } }, + }; + const searchWithoutHits = { + sample: { + sampler: { shard_size: SHARD_SIZE }, + aggs: { ...baseAggs }, + }, + }; + const searchWithHits = { sample: { sampler: { shard_size: SHARD_SIZE }, aggs: { - min_value: { - min: { field: field.name }, - }, - max_value: { - max: { field: field.name }, - }, - sample_count: { value_count: { ...fieldRef } }, + ...baseAggs, top_values: { terms: { ...fieldRef, size: 10 }, }, @@ -146,14 +156,18 @@ export async function getNumberHistogram( }, }; - const minMaxResult = (await aggSearchWithBody(searchBody)) as ESSearchResponse< - unknown, - { body: { aggs: typeof searchBody } } - >; + const minMaxResult = (await aggSearchWithBody( + useTopHits ? searchWithHits : searchWithoutHits + )) as + | ESSearchResponse + | ESSearchResponse; const minValue = minMaxResult.aggregations!.sample.min_value.value; const maxValue = minMaxResult.aggregations!.sample.max_value.value; - const terms = minMaxResult.aggregations!.sample.top_values; + const terms = + 'top_values' in minMaxResult.aggregations!.sample + ? minMaxResult.aggregations!.sample.top_values + : { buckets: [] }; const topValuesBuckets = { buckets: terms.buckets.map((bucket) => ({ count: bucket.doc_count, @@ -209,81 +223,6 @@ export async function getNumberHistogram( }; } -export async function getNumberOnlyHistogram( - aggSearchWithBody: (body: unknown) => Promise, - field: IFieldType -): Promise { - const fieldRef = getFieldRef(field); - - const searchBody = { - sample: { - sampler: { shard_size: SHARD_SIZE }, - aggs: { - min_value: { - min: { field: field.name }, - }, - max_value: { - max: { field: field.name }, - }, - sample_count: { value_count: { ...fieldRef } }, - }, - }, - }; - - const minMaxResult = (await aggSearchWithBody(searchBody)) as ESSearchResponse< - unknown, - { body: { aggs: typeof searchBody } } - >; - - const minValue = minMaxResult.aggregations!.sample.min_value.value; - const maxValue = minMaxResult.aggregations!.sample.max_value.value; - - let histogramInterval = (maxValue! - minValue!) / 10; - - if (Number.isInteger(minValue!) && Number.isInteger(maxValue!)) { - histogramInterval = Math.ceil(histogramInterval); - } - - if (histogramInterval === 0) { - return { - totalDocuments: minMaxResult.hits.total.value, - sampledValues: minMaxResult.aggregations!.sample.sample_count.value!, - sampledDocuments: minMaxResult.aggregations!.sample.doc_count, - histogram: { buckets: [] }, - }; - } - - const histogramBody = { - sample: { - sampler: { shard_size: SHARD_SIZE }, - aggs: { - histo: { - histogram: { - field: field.name, - interval: histogramInterval, - }, - }, - }, - }, - }; - const histogramResult = (await aggSearchWithBody(histogramBody)) as ESSearchResponse< - unknown, - { body: { aggs: typeof histogramBody } } - >; - - return { - totalDocuments: minMaxResult.hits.total.value, - sampledDocuments: minMaxResult.aggregations!.sample.doc_count, - sampledValues: minMaxResult.aggregations!.sample.sample_count.value!, - histogram: { - buckets: histogramResult.aggregations!.sample.histo.buckets.map((bucket) => ({ - count: bucket.doc_count, - key: bucket.key, - })), - }, - }; -} - export async function getStringSamples( aggSearchWithBody: (body: unknown) => unknown, field: IFieldType diff --git a/x-pack/test/api_integration/apis/lens/field_stats.ts b/x-pack/test/api_integration/apis/lens/field_stats.ts index 2c345eeb66059..e715d765d9349 100644 --- a/x-pack/test/api_integration/apis/lens/field_stats.ts +++ b/x-pack/test/api_integration/apis/lens/field_stats.ts @@ -416,6 +416,7 @@ export default ({ getService }: FtrProviderContext) => { sampledDocuments: 7, sampledValues: 4151, totalDocuments: 7, + topValues: [], }); }); From cfad77d3571aec69b43bef6c73be47e101aee3c5 Mon Sep 17 00:00:00 2001 From: Wylie Conlon Date: Thu, 11 Feb 2021 13:54:58 -0500 Subject: [PATCH 6/6] Add test for edge case --- .../plugins/lens/server/routes/field_stats.ts | 7 +++- .../api_integration/apis/lens/field_stats.ts | 34 ++++++++++++++++--- .../apps/visualize/precalculated_histogram.ts | 4 +-- .../pre_calculated_histogram/data.json | 21 +++++++++++- 4 files changed, 57 insertions(+), 9 deletions(-) diff --git a/x-pack/plugins/lens/server/routes/field_stats.ts b/x-pack/plugins/lens/server/routes/field_stats.ts index b7e4f8223757a..7fd884755d86d 100644 --- a/x-pack/plugins/lens/server/routes/field_stats.ts +++ b/x-pack/plugins/lens/server/routes/field_stats.ts @@ -187,7 +187,12 @@ export async function getNumberHistogram( sampledValues: minMaxResult.aggregations!.sample.sample_count.value!, sampledDocuments: minMaxResult.aggregations!.sample.doc_count, topValues: topValuesBuckets, - histogram: { buckets: [] }, + histogram: useTopHits + ? { buckets: [] } + : { + // Insert a fake bucket for a single-value histogram + buckets: [{ count: minMaxResult.aggregations!.sample.doc_count, key: minValue }], + }, }; } diff --git a/x-pack/test/api_integration/apis/lens/field_stats.ts b/x-pack/test/api_integration/apis/lens/field_stats.ts index e715d765d9349..ac4ebb4e5b02c 100644 --- a/x-pack/test/api_integration/apis/lens/field_stats.ts +++ b/x-pack/test/api_integration/apis/lens/field_stats.ts @@ -376,7 +376,7 @@ export default ({ getService }: FtrProviderContext) => { key: 0.47000000000000003, }, { - count: 556, + count: 454, key: 0.9400000000000001, }, { @@ -396,7 +396,7 @@ export default ({ getService }: FtrProviderContext) => { key: 2.8200000000000003, }, { - count: 596, + count: 391, key: 3.29, }, { @@ -408,15 +408,39 @@ export default ({ getService }: FtrProviderContext) => { key: 4.23, }, { - count: 639, + count: 628, key: 4.7, }, ], }, sampledDocuments: 7, - sampledValues: 4151, + sampledValues: 3833, totalDocuments: 7, - topValues: [], + topValues: { buckets: [] }, + }); + }); + + it('should return a single-value histogram when filtering a precalculated histogram', async () => { + const { body } = await supertest + .post('/api/lens/index_stats/histogram-test/field') + .set(COMMON_HEADERS) + .send({ + dslQuery: { match: { 'histogram-title': 'single value' } }, + fromDate: TEST_START_TIME, + toDate: TEST_END_TIME, + field: { + name: 'histogram-content', + type: 'histogram', + }, + }) + .expect(200); + + expect(body).to.eql({ + histogram: { buckets: [{ count: 1, key: 1 }] }, + sampledDocuments: 1, + sampledValues: 1, + totalDocuments: 1, + topValues: { buckets: [] }, }); }); diff --git a/x-pack/test/functional/apps/visualize/precalculated_histogram.ts b/x-pack/test/functional/apps/visualize/precalculated_histogram.ts index a0c8fa3b21ffd..151c9e981250f 100644 --- a/x-pack/test/functional/apps/visualize/precalculated_histogram.ts +++ b/x-pack/test/functional/apps/visualize/precalculated_histogram.ts @@ -64,7 +64,7 @@ export default function ({ getService, getPageObjects }: FtrProviderContext) { it('with average aggregation', async () => { const data = await renderTableForAggregation('Average'); - expect(data).to.eql([['2.8510720308359434']]); + expect(data).to.eql([['2.8653795982259327']]); }); it('with median aggregation', async () => { @@ -79,7 +79,7 @@ export default function ({ getService, getPageObjects }: FtrProviderContext) { it('with sum aggregation', async () => { const data = await renderTableForAggregation('Sum'); - expect(data).to.eql([['11834.800000000001']]); + expect(data).to.eql([['10983']]); }); }); }); diff --git a/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json b/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json index 9efbf02681eda..121a4036aaacd 100644 --- a/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json +++ b/x-pack/test/functional/es_archives/pre_calculated_histogram/data.json @@ -193,4 +193,23 @@ } } } -} \ No newline at end of file +} + +{ + "type": "doc", + "value": { + "id": "5e694159d909d9d99b5e12d1", + "index": "histogram-test", + "source": { + "histogram-title": "single value", + "histogram-content": { + "values": [ + 1 + ], + "counts": [ + 1 + ] + } + } + } +}

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