import omit from 'lodash/omit'; import type {Client, ResponseMeta} from 'sentry/api'; import {t} from 'sentry/locale'; import type { MetricsApiResponse, Organization, PageFilters, TagCollection, } from 'sentry/types'; import type {Series} from 'sentry/types/echarts'; import type {CustomMeasurementCollection} from 'sentry/utils/customMeasurements/customMeasurements'; import type {TableData} from 'sentry/utils/discover/discoverQuery'; import type {EventData} from 'sentry/utils/discover/eventView'; import {NumberContainer} from 'sentry/utils/discover/styles'; import {getMetricsApiRequestQuery, getSeriesName, groupByOp} from 'sentry/utils/metrics'; import {formatMetricUsingUnit} from 'sentry/utils/metrics/formatters'; import { formatMRIField, getMRI, getUseCaseFromMRI, isMRIField, parseField, parseMRI, } from 'sentry/utils/metrics/mri'; import type {OnDemandControlContext} from 'sentry/utils/performance/contexts/onDemandControl'; import {MetricSearchBar} from 'sentry/views/dashboards/widgetBuilder/buildSteps/filterResultsStep/metricSearchBar'; import type {FieldValueOption} from 'sentry/views/discover/table/queryField'; import {FieldValueKind} from 'sentry/views/discover/table/types'; import type {Widget, WidgetQuery} from '../types'; import {DisplayType} from '../types'; import type {DatasetConfig} from './base'; import {handleOrderByReset} from './base'; const DEFAULT_WIDGET_QUERY: WidgetQuery = { name: '', fields: [''], columns: [''], fieldAliases: [], aggregates: [''], conditions: '', orderby: '', }; export const MetricsConfig: DatasetConfig = { defaultWidgetQuery: DEFAULT_WIDGET_QUERY, enableEquations: false, getTableRequest: ( api: Client, _: Widget, query: WidgetQuery, organization: Organization, pageFilters: PageFilters, __?: OnDemandControlContext, limit?: number ) => getMetricRequest(api, query, organization, pageFilters, limit), getSeriesRequest: getMetricSeriesRequest, getCustomFieldRenderer: field => (data: EventData) => renderMetricField(field, data[field]), SearchBar: MetricSearchBar, handleOrderByReset: handleMetricTableOrderByReset, supportedDisplayTypes: [ DisplayType.AREA, DisplayType.BAR, DisplayType.BIG_NUMBER, DisplayType.LINE, DisplayType.TABLE, DisplayType.TOP_N, ], transformSeries: transformMetricsResponseToSeries, transformTable: transformMetricsResponseToTable, getTableFieldOptions: getFields, getTimeseriesSortOptions: getMetricTimeseriesSortOptions, getTableSortOptions: getMetricTableSortOptions, filterTableOptions: filterMetricOperations, filterYAxisOptions: () => option => filterMetricOperations(option), filterAggregateParams: filterMetricMRIs, filterYAxisAggregateParams: () => option => filterMetricMRIs(option), getGroupByFieldOptions: getTagsForMetric, getFieldHeaderMap: getFormattedMRIHeaders, }; export function renderMetricField(field: string, value: any) { const parsedField = parseField(field); if (parsedField) { const unit = parseMRI(parsedField.mri)?.unit ?? ''; return {formatMetricUsingUnit(value, unit)}; } return value; } export function formatMetricAxisValue(field: string, value: number) { const unit = parseMRI(parseField(field)?.mri)?.unit ?? ''; return formatMetricUsingUnit(value, unit); } function getFormattedMRIHeaders(query?: WidgetQuery) { if (!query) { return {}; } return (query.fields || []).reduce((acc, field, index) => { const fieldAlias = query.fieldAliases?.[index]; acc[field] = fieldAlias || formatMRIField(field); return acc; }, {}); } function getMetricTimeseriesSortOptions(_, widgetQuery: WidgetQuery) { if (!widgetQuery.fields?.[0]) { return []; } return widgetQuery.fields.reduce((acc, field) => { if (!isMRIField(field)) { return acc; } return { ...acc, [`field:${field}`]: { label: formatMRIField(field), value: { kind: FieldValueKind.FIELD, value: field, meta: { name: field, dataType: 'number', }, }, }, }; }, {}); } function getMetricTableSortOptions(_, widgetQuery: WidgetQuery) { if (!widgetQuery.fields?.[0]) { return []; } return widgetQuery.fields .map((field, i) => { const alias = widgetQuery.fieldAliases?.[i]; return { label: alias || formatMRIField(field), value: field, }; }) .filter(option => isMRIField(option.value)); } function getFields( organization: Organization, _?: TagCollection | undefined, __?: CustomMeasurementCollection, api?: Client ) { if (!api) { return {}; } return api .requestPromise(`/organizations/${organization.slug}/metrics/meta/`, { query: {useCase: 'custom'}, }) .then(metaReponse => { const groupedByOp = groupByOp(metaReponse); const typesByOp: Record> = Object.entries(groupedByOp).reduce( (acc, [operation, fields]) => { const types = new Set(); fields.forEach(field => types.add(field.type)); acc[operation] = types; return acc; }, {} ); const fieldOptions: Record = {}; Object.entries(groupedByOp).forEach(([operation, fields]) => { fieldOptions[`function:${operation}`] = { label: `${operation}(${'\u2026'})`, value: { kind: FieldValueKind.FUNCTION, meta: { name: operation, parameters: [ { kind: 'column', columnTypes: [...typesByOp[operation]], defaultValue: fields[0].mri, required: true, }, ], }, }, }; }); metaReponse .sort((a, b) => a.name.localeCompare(b.name)) .forEach(field => { fieldOptions[`field:${field.mri}`] = { label: field.name, value: { kind: FieldValueKind.METRICS, meta: { name: field.mri, dataType: field.type, }, }, }; }); return fieldOptions; }); } function filterMetricOperations(option: FieldValueOption) { return option.value.kind === FieldValueKind.FUNCTION; } function filterMetricMRIs(option: FieldValueOption) { return option.value.kind === FieldValueKind.METRICS; } function getTagsForMetric( organization: Organization, _?: TagCollection, __?: CustomMeasurementCollection, api?: Client, queries?: WidgetQuery[] ) { const fieldOptions = {}; if (!api) { return fieldOptions; } const field = queries?.[0].aggregates[0] ?? ''; const mri = getMRI(field); const useCase = getUseCaseFromMRI(mri); return api .requestPromise(`/organizations/${organization.slug}/metrics/tags/`, { query: {metric: mri, useCase}, }) .then(tagsResponse => { tagsResponse.forEach(tag => { fieldOptions[`field:${tag.key}`] = { label: tag.key, value: { kind: FieldValueKind.TAG, meta: {name: tag.key, dataType: 'string'}, }, }; }); return fieldOptions; }); } function getMetricSeriesRequest( api: Client, widget: Widget, queryIndex: number, organization: Organization, pageFilters: PageFilters ) { const query = widget.queries[queryIndex]; return getMetricRequest( api, query, organization, pageFilters, widget.limit, widget.displayType ); } function handleMetricTableOrderByReset(widgetQuery: WidgetQuery, newFields: string[]) { const disableSortBy = widgetQuery.columns.includes('session.status'); if (disableSortBy) { widgetQuery.orderby = ''; } return handleOrderByReset(widgetQuery, newFields); } export function transformMetricsResponseToTable(data: MetricsApiResponse): TableData { const rows = data.groups.map((group, index) => { const groupColumn = mapMetricGroupsToFields(group.by); const value = mapMetricGroupsToFields(group.totals); return { id: String(index), ...groupColumn, ...value, }; }); const singleRow = rows[0]; const meta = { ...changeObjectValuesToTypes(omit(singleRow, 'id')), }; return {meta, data: rows}; } function mapMetricGroupsToFields( results: Record | undefined ) { if (!results) { return {}; } const mappedResults: typeof results = {}; for (const [key, value] of Object.entries(results)) { mappedResults[key] = value; } return mappedResults; } function changeObjectValuesToTypes( obj: Record | undefined ) { return Object.entries(obj ?? {}).reduce((acc, [key, value]) => { acc[key] = typeof value; return acc; }, {}); } export function transformMetricsResponseToSeries( data: MetricsApiResponse, widgetQuery: WidgetQuery ) { if (data === null) { return []; } const results: Series[] = []; const queryAlias = widgetQuery.name; if (!data.groups.length) { return [ { seriesName: `(${t('no results')})`, data: data.intervals.map(interval => ({ name: interval, value: 0, })), }, ]; } data.groups.forEach(group => { Object.keys(group.series).forEach(field => { results.push({ seriesName: queryAlias || getSeriesName(group, data.groups.length === 1, widgetQuery.columns), data: data.intervals.map((interval, index) => ({ name: interval, value: group.series[field][index] ?? 0, })), }); }); }); return results; } function getMetricRequest( api: Client, query: WidgetQuery, organization: Organization, pageFilters: PageFilters, limit?: number, displayType?: DisplayType ): Promise<[MetricsApiResponse, string | undefined, ResponseMeta | undefined]> { if (!query.aggregates[0]) { // No aggregate selected, return empty response return Promise.resolve([ { intervals: [], groups: [], meta: [], }, 'OK', { getResponseHeader: () => '', }, ] as any); } const requestData = getMetricsApiRequestQuery( { field: query.aggregates[0], query: query.conditions || undefined, groupBy: query.columns || undefined, orderBy: query.orderby || undefined, }, pageFilters, { limit: limit || undefined, fidelity: displayType === DisplayType.BAR ? 'low' : 'high', } ); const pathname = `/organizations/${organization.slug}/metrics/data/`; return api.requestPromise(pathname, { includeAllArgs: true, query: requestData, }); }