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[ML] Added jest and API integration tests.
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x-pack/plugins/ml/public/application/components/data_grid/use_column_chart.test.tsx
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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; | ||
| * you may not use this file except in compliance with the Elastic License. | ||
| */ | ||
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| import React from 'react'; | ||
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| import { getFieldType } from './use_column_chart'; | ||
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| describe('getFieldType', () => { | ||
| it('should return the Kibana field type for a given EUI data grid schema', () => { | ||
| expect(getFieldType('text')).toBe('string'); | ||
| expect(getFieldType('datetime')).toBe('date'); | ||
| expect(getFieldType('numeric')).toBe('number'); | ||
| expect(getFieldType('boolean')).toBe('boolean'); | ||
| expect(getFieldType('json')).toBe('object'); | ||
| expect(getFieldType('non-aggregatable')).toBe(undefined); | ||
| }); | ||
| }); |
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x-pack/test/api_integration/apis/ml/data_visualizer/get_field_histograms.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; | ||
| * you may not use this file except in compliance with the Elastic License. | ||
| */ | ||
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| import expect from '@kbn/expect'; | ||
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| import { FtrProviderContext } from '../../../ftr_provider_context'; | ||
| import { USER } from '../../../../functional/services/ml/security_common'; | ||
| import { COMMON_REQUEST_HEADERS } from '../../../../functional/services/ml/common'; | ||
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| // eslint-disable-next-line import/no-default-export | ||
| export default ({ getService }: FtrProviderContext) => { | ||
| const esArchiver = getService('esArchiver'); | ||
| const supertest = getService('supertestWithoutAuth'); | ||
| const ml = getService('ml'); | ||
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| const fieldHistogramsTestData = { | ||
| testTitle: 'returns histogram data for fields', | ||
| index: 'ft_farequote', | ||
| user: USER.ML_POWERUSER, | ||
| requestBody: { | ||
| query: { bool: { should: [{ match_phrase: { airline: 'JZA' } }], minimum_should_match: 1 } }, | ||
| fields: [ | ||
| { fieldName: '@timestamp', type: 'date' }, | ||
| { fieldName: 'airline', type: 'string' }, | ||
| { fieldName: 'responsetime', type: 'number' }, | ||
| ], | ||
| samplerShardSize: -1, // No sampling, as otherwise counts could vary on each run. | ||
| }, | ||
| expected: { | ||
| responseCode: 200, | ||
| responseBody: [ | ||
| { | ||
| dataLength: 20, | ||
| type: 'numeric', | ||
| id: '@timestamp', | ||
| }, | ||
| { type: 'ordinal', dataLength: 1, id: 'airline' }, | ||
| { | ||
| dataLength: 20, | ||
| type: 'numeric', | ||
| id: 'responsetime', | ||
| }, | ||
| ], | ||
| }, | ||
| }; | ||
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| const errorTestData = { | ||
| testTitle: 'returns error for index which does not exist', | ||
| index: 'ft_farequote_not_exists', | ||
| user: USER.ML_POWERUSER, | ||
| requestBody: { | ||
| query: { bool: { must: [{ match_all: {} }] } }, | ||
| fields: [{ fieldName: 'responsetime', type: 'number' }], | ||
| samplerShardSize: -1, | ||
| }, | ||
| expected: { | ||
| responseCode: 404, | ||
| responseBody: { | ||
| statusCode: 404, | ||
| error: 'Not Found', | ||
| message: | ||
| '[index_not_found_exception] no such index [ft_farequote_not_exists], with { resource.type="index_or_alias" & resource.id="ft_farequote_not_exists" & index_uuid="_na_" & index="ft_farequote_not_exists" }', | ||
| }, | ||
| }, | ||
| }; | ||
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| async function runGetFieldHistogramsRequest( | ||
| index: string, | ||
| user: USER, | ||
| requestBody: object, | ||
| expectedResponsecode: number | ||
| ): Promise<any> { | ||
| const { body } = await supertest | ||
| .post(`/api/ml/data_visualizer/get_field_histograms/${index}`) | ||
| .auth(user, ml.securityCommon.getPasswordForUser(user)) | ||
| .set(COMMON_REQUEST_HEADERS) | ||
| .send(requestBody) | ||
| .expect(expectedResponsecode); | ||
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| return body; | ||
| } | ||
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| describe('get_field_histograms', function () { | ||
| before(async () => { | ||
| await esArchiver.loadIfNeeded('ml/farequote'); | ||
| await ml.testResources.setKibanaTimeZoneToUTC(); | ||
| }); | ||
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| it(`${fieldHistogramsTestData.testTitle}`, async () => { | ||
| const body = await runGetFieldHistogramsRequest( | ||
| fieldHistogramsTestData.index, | ||
| fieldHistogramsTestData.user, | ||
| fieldHistogramsTestData.requestBody, | ||
| fieldHistogramsTestData.expected.responseCode | ||
| ); | ||
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| const expected = fieldHistogramsTestData.expected; | ||
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| const actual = body.map((b: any) => ({ | ||
| dataLength: b.data.length, | ||
| type: b.type, | ||
| id: b.id, | ||
| })); | ||
| expect(actual).to.eql(expected.responseBody); | ||
| }); | ||
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| it(`${errorTestData.testTitle}`, async () => { | ||
| const body = await runGetFieldHistogramsRequest( | ||
| errorTestData.index, | ||
| errorTestData.user, | ||
| errorTestData.requestBody, | ||
| errorTestData.expected.responseCode | ||
| ); | ||
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| expect(body.error).to.eql(errorTestData.expected.responseBody.error); | ||
| expect(body.message).to.eql(errorTestData.expected.responseBody.message); | ||
| }); | ||
| }); | ||
| }; |