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loki
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LanguageProvider.ts
import { flatten } from 'lodash'; import { LRUCache } from 'lru-cache'; import { LanguageProvider, AbstractQuery, KeyValue, getDefaultTimeRange, TimeRange } from '@grafana/data'; import { config } from '@grafana/runtime'; import { DEFAULT_MAX_LINES_SAMPLE, LokiDatasource } from './datasource'; import { abstractQueryToExpr, mapAbstractOperatorsToOp, processLabels } from './languageUtils'; import { getStreamSelectorsFromQuery } from './queryUtils'; import { buildVisualQueryFromString } from './querybuilder/parsing'; import { extractLabelKeysFromDataFrame, extractLogParserFromDataFrame, extractUnwrapLabelKeysFromDataFrame, } from './responseUtils'; import { ParserAndLabelKeysResult, LokiQuery, LokiQueryType, LabelType } from './types'; const NS_IN_MS = 1000000; export default class LokiLanguageProvider extends LanguageProvider { labelKeys: string[]; started = false; startedTimeRange?: TimeRange; datasource: LokiDatasource; /** * Cache for labels of series. This is bit simplistic in the sense that it just counts responses each as a 1 and does * not account for different size of a response. If that is needed a `length` function can be added in the options. * 10 as a max size is totally arbitrary right now. */ private seriesCache = new LRUCache<string, Record<string, string[]>>({ max: 10 }); private labelsCache = new LRUCache<string, string[]>({ max: 10 }); constructor(datasource: LokiDatasource, initialValues?: any) { super(); this.datasource = datasource; this.labelKeys = []; Object.assign(this, initialValues); } request = async (url: string, params?: any) => { try { return await this.datasource.metadataRequest(url, params); } catch (error) { console.error(error); } return undefined; }; /** * Initialize the language provider by fetching set of labels. */ start = (timeRange?: TimeRange) => { const range = timeRange ?? this.getDefaultTimeRange(); // refetch labels if either there's not already a start task or the time range has changed if ( !this.startTask || this.startedTimeRange?.from.isSame(range.from) === false || this.startedTimeRange?.to.isSame(range.to) === false ) { this.startedTimeRange = range; this.startTask = this.fetchLabels({ timeRange: range }).then(() => { this.started = true; return []; }); } return this.startTask; }; /** * Returns the label keys that have been fetched. * If labels have not been fetched yet, it will return an empty array. * For updated labels (which should not happen often), use fetchLabels. * @todo It is quite complicated to know when to use fetchLabels and when to use getLabelKeys. * We should consider simplifying this and use caching in the same way as with seriesCache and labelsCache * and just always use fetchLabels. * Caching should be thought out properly, so we are not fetching this often, as labelKeys should not be changing often. * * @returns {string[]} An array of label keys or an empty array if labels have not been fetched. */ getLabelKeys(): string[] { return this.labelKeys; } importFromAbstractQuery(labelBasedQuery: AbstractQuery): LokiQuery { return { refId: labelBasedQuery.refId, expr: abstractQueryToExpr(labelBasedQuery), queryType: LokiQueryType.Range, }; } exportToAbstractQuery(query: LokiQuery): AbstractQuery { if (!query.expr || query.expr.length === 0) { return { refId: query.refId, labelMatchers: [] }; } const streamSelectors = getStreamSelectorsFromQuery(query.expr); const labelMatchers = streamSelectors.map((streamSelector) => { const visualQuery = buildVisualQueryFromString(streamSelector).query; const matchers = visualQuery.labels.map((label) => { return { name: label.label, value: label.value, operator: mapAbstractOperatorsToOp[label.op], }; }); return matchers; }); return { refId: query.refId, labelMatchers: flatten(labelMatchers), }; } /** * Fetch all label keys * This asynchronous function returns all available label keys from the data source. * It returns a promise that resolves to an array of strings containing the label keys. * * @param options - (Optional) An object containing additional options - currently only time range. * @param options.timeRange - (Optional) The time range for which you want to retrieve label keys. If not provided, the default time range is used. * @returns A promise containing an array of label keys. * @throws An error if the fetch operation fails. */ async fetchLabels(options?: { timeRange?: TimeRange }): Promise<string[]> { const url = 'labels'; const range = options?.timeRange ?? this.getDefaultTimeRange(); const timeRange = this.datasource.getTimeRangeParams(range); const res = await this.request(url, timeRange); if (Array.isArray(res)) { const labels = res .slice() .sort() .filter((label) => label !== '__name__'); this.labelKeys = labels; return this.labelKeys; } return []; } /** * Fetch series labels for a selector * * This method fetches labels for a given stream selector, such as `{job="grafana"}`. * It returns a promise that resolves to a record mapping label names to their corresponding values. * * @param streamSelector - The stream selector for which you want to retrieve labels. * @param options - (Optional) An object containing additional options - currently only time range. * @param options.timeRange - (Optional) The time range for which you want to retrieve label keys. If not provided, the default time range is used. * @returns A promise containing a record of label names and their values. * @throws An error if the fetch operation fails. */ fetchSeriesLabels = async ( streamSelector: string, options?: { timeRange?: TimeRange } ): Promise<Record<string, string[]>> => { const interpolatedMatch = this.datasource.interpolateString(streamSelector); const url = 'series'; const range = options?.timeRange ?? this.getDefaultTimeRange(); const { start, end } = this.datasource.getTimeRangeParams(range); const cacheKey = this.generateCacheKey(url, start, end, interpolatedMatch); let value = this.seriesCache.get(cacheKey); if (!value) { const params = { 'match[]': interpolatedMatch, start, end }; const data = await this.request(url, params); if (!Array.isArray(data)) { return {}; } const { values } = processLabels(data); value = values; this.seriesCache.set(cacheKey, value); } return value; }; /** * Fetch series for a selector. Use this for raw results. Use fetchSeriesLabels() to get labels. * @param match * @param streamSelector - The stream selector for which you want to retrieve labels. * @param options - (Optional) An object containing additional options. * @param options.timeRange - (Optional) The time range for which you want to retrieve label keys. If not provided, the default time range is used. * @returns A promise containing array with records of label names and their value. */ fetchSeries = async (match: string, options?: { timeRange?: TimeRange }): Promise<Array<Record<string, string>>> => { const url = 'series'; const range = options?.timeRange ?? this.getDefaultTimeRange(); const { start, end } = this.datasource.getTimeRangeParams(range); const params = { 'match[]': match, start, end }; return await this.request(url, params); }; // Cache key is a bit different here. We round up to a minute the intervals. // The rounding may seem strange but makes relative intervals like now-1h less prone to need separate request every // millisecond while still actually getting all the keys for the correct interval. This still can create problems // when user does not the newest values for a minute if already cached. private generateCacheKey(url: string, start: number, end: number, param: string): string { return [url, this.roundTime(start), this.roundTime(end), param].join(); } // Round nanoseconds epoch to nearest 5 minute interval private roundTime(nanoseconds: number): number { return nanoseconds ? Math.floor(nanoseconds / NS_IN_MS / 1000 / 60 / 5) : 0; } /** * Fetch label values * * This asynchronous function fetches values associated with a specified label name. * It returns a promise that resolves to an array of strings containing the label values. * * @param labelName - The name of the label for which you want to retrieve values. * @param options - (Optional) An object containing additional options. * @param options.streamSelector - (Optional) The stream selector to filter label values. If not provided, all label values are fetched. * @param options.timeRange - (Optional) The time range for which you want to retrieve label values. If not provided, the default time range is used. * @returns A promise containing an array of label values. * @throws An error if the fetch operation fails. */ async fetchLabelValues( labelName: string, options?: { streamSelector?: string; timeRange?: TimeRange } ): Promise<string[]> { const label = encodeURIComponent(this.datasource.interpolateString(labelName)); const streamParam = options?.streamSelector ? encodeURIComponent(this.datasource.interpolateString(options.streamSelector)) : undefined; const url = `label/${label}/values`; const range = options?.timeRange ?? this.getDefaultTimeRange(); const rangeParams = this.datasource.getTimeRangeParams(range); const { start, end } = rangeParams; const params: KeyValue<string | number> = { start, end }; let paramCacheKey = label; if (streamParam) { params.query = streamParam; paramCacheKey += streamParam; } const cacheKey = this.generateCacheKey(url, start, end, paramCacheKey); let labelValues = this.labelsCache.get(cacheKey); if (!labelValues) { // Clear value when requesting new one. Empty object being truthy also makes sure we don't request twice. this.labelsCache.set(cacheKey, []); const res = await this.request(url, params); if (Array.isArray(res)) { labelValues = res.slice().sort(); this.labelsCache.set(cacheKey, labelValues); } } return labelValues ?? []; } /** * Get parser and label keys for a selector * * This asynchronous function is used to fetch parsers and label keys for a selected log stream based on sampled lines. * It returns a promise that resolves to an object with the following properties: * * - `extractedLabelKeys`: An array of available label keys associated with the log stream. * - `hasJSON`: A boolean indicating whether JSON parsing is available for the stream. * - `hasLogfmt`: A boolean indicating whether Logfmt parsing is available for the stream. * - `hasPack`: A boolean indicating whether Pack parsing is available for the stream. * - `unwrapLabelKeys`: An array of label keys that can be used for unwrapping log data. * * @param streamSelector - The selector for the log stream you want to analyze. * @param options - (Optional) An object containing additional options. * @param options.maxLines - (Optional) The number of log lines requested when determining parsers and label keys. * @param options.timeRange - (Optional) The time range for which you want to retrieve label keys. If not provided, the default time range is used. * Smaller maxLines is recommended for improved query performance. The default count is 10. * @returns A promise containing an object with parser and label key information. * @throws An error if the fetch operation fails. */ async getParserAndLabelKeys( streamSelector: string, options?: { maxLines?: number; timeRange?: TimeRange } ): Promise<ParserAndLabelKeysResult> { const empty = { extractedLabelKeys: [], structuredMetadataKeys: [], unwrapLabelKeys: [], hasJSON: false, hasLogfmt: false, hasPack: false, }; if (!config.featureToggles.lokiQueryHints) { return empty; } const series = await this.datasource.getDataSamples( { expr: streamSelector, refId: 'data-samples', maxLines: options?.maxLines || DEFAULT_MAX_LINES_SAMPLE, }, options?.timeRange ?? this.getDefaultTimeRange() ); if (!series.length) { return empty; } const { hasLogfmt, hasJSON, hasPack } = extractLogParserFromDataFrame(series[0]); return { extractedLabelKeys: [ ...extractLabelKeysFromDataFrame(series[0], LabelType.Indexed), ...extractLabelKeysFromDataFrame(series[0], LabelType.Parsed), ], structuredMetadataKeys: extractLabelKeysFromDataFrame(series[0], LabelType.StructuredMetadata), unwrapLabelKeys: extractUnwrapLabelKeysFromDataFrame(series[0]), hasJSON, hasPack, hasLogfmt, }; } /** * Get the default time range * * @returns {TimeRange} The default time range */ private getDefaultTimeRange(): TimeRange { return getDefaultTimeRange(); } }
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__mocks__
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components
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configuration
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docs
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img
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migrations
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querybuilder
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LanguageProvider.test.ts
23374 bytes
0644
LanguageProvider.ts
13424 bytes
0644
LiveStreams.test.ts
7021 bytes
0644
LiveStreams.ts
2641 bytes
0644
LogContextProvider.test.ts
21477 bytes
0644
LogContextProvider.ts
14192 bytes
0644
LokiVariableSupport.test.ts
3307 bytes
0644
LokiVariableSupport.ts
984 bytes
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README.md
127 bytes
0644
backendResultTransformer.test.ts
5537 bytes
0644
backendResultTransformer.ts
5248 bytes
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dataquery.cue
1633 bytes
0644
dataquery.gen.ts
1269 bytes
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datasource.test.ts
67600 bytes
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datasource.ts
42882 bytes
0644
getDerivedFields.test.ts
6291 bytes
0644
getDerivedFields.ts
4351 bytes
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languageUtils.test.ts
4461 bytes
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languageUtils.ts
5123 bytes
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language_utils.test.ts
1463 bytes
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lineParser.test.ts
1846 bytes
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lineParser.ts
912 bytes
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liveStreamsResultTransformer.test.ts
3396 bytes
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liveStreamsResultTransformer.ts
2624 bytes
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logsTimeSplitting.test.ts
1463 bytes
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logsTimeSplitting.ts
1661 bytes
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makeTableFrames.test.ts
3834 bytes
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makeTableFrames.ts
2415 bytes
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metricTimeSplitting.test.ts
2925 bytes
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metricTimeSplitting.ts
1586 bytes
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modifyQuery.test.ts
27450 bytes
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modifyQuery.ts
20058 bytes
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module.test.ts
2975 bytes
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module.ts
809 bytes
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plugin.json
756 bytes
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queryHints.test.ts
7526 bytes
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queryHints.ts
4453 bytes
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querySplitting.test.ts
20808 bytes
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querySplitting.ts
9911 bytes
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queryUtils.test.ts
20063 bytes
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queryUtils.ts
11174 bytes
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responseUtils.test.ts
5757 bytes
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responseUtils.ts
4637 bytes
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sortDataFrame.test.ts
5184 bytes
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sortDataFrame.ts
2708 bytes
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streaming.test.ts
1264 bytes
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streaming.ts
2939 bytes
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syntax.test.ts
3545 bytes
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syntax.ts
7646 bytes
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tracking.test.ts
6407 bytes
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tracking.ts
8353 bytes
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types.ts
2568 bytes
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