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- import _ from 'lodash';
- import $ from 'jquery';
- import kbn from 'app/core/utils/kbn';
- import * as dateMath from 'app/core/utils/datemath';
- import PrometheusMetricFindQuery from './metric_find_query';
- import { ResultTransformer } from './result_transformer';
- import { BackendSrv } from 'app/core/services/backend_srv';
- export function alignRange(start, end, step) {
- const alignedEnd = Math.ceil(end / step) * step;
- const alignedStart = Math.floor(start / step) * step;
- return {
- end: alignedEnd,
- start: alignedStart,
- };
- }
- const keywords = 'by|without|on|ignoring|group_left|group_right';
- // Duplicate from mode-prometheus.js, which can't be used in tests due to global ace not being loaded.
- const builtInWords = [
- keywords,
- 'count|count_values|min|max|avg|sum|stddev|stdvar|bottomk|topk|quantile',
- 'true|false|null|__name__|job',
- 'abs|absent|ceil|changes|clamp_max|clamp_min|count_scalar|day_of_month|day_of_week|days_in_month|delta|deriv',
- 'drop_common_labels|exp|floor|histogram_quantile|holt_winters|hour|idelta|increase|irate|label_replace|ln|log2',
- 'log10|minute|month|predict_linear|rate|resets|round|scalar|sort|sort_desc|sqrt|time|vector|year|avg_over_time',
- 'min_over_time|max_over_time|sum_over_time|count_over_time|quantile_over_time|stddev_over_time|stdvar_over_time',
- ]
- .join('|')
- .split('|');
- // addLabelToQuery('foo', 'bar', 'baz') => 'foo{bar="baz"}'
- export function addLabelToQuery(query: string, key: string, value: string): string {
- if (!key || !value) {
- throw new Error('Need label to add to query.');
- }
- // Add empty selector to bare metric name
- let previousWord;
- query = query.replace(/(\w+)\b(?![\({=",])/g, (match, word, offset) => {
- // Check if inside a selector
- const nextSelectorStart = query.slice(offset).indexOf('{');
- const nextSelectorEnd = query.slice(offset).indexOf('}');
- const insideSelector = nextSelectorEnd > -1 && (nextSelectorStart === -1 || nextSelectorStart > nextSelectorEnd);
- // Handle "sum by (key) (metric)"
- const previousWordIsKeyWord = previousWord && keywords.split('|').indexOf(previousWord) > -1;
- previousWord = word;
- if (!insideSelector && !previousWordIsKeyWord && builtInWords.indexOf(word) === -1) {
- return `${word}{}`;
- }
- return word;
- });
- // Adding label to existing selectors
- const selectorRegexp = /{([^{]*)}/g;
- let match = null;
- const parts = [];
- let lastIndex = 0;
- let suffix = '';
- while ((match = selectorRegexp.exec(query))) {
- const prefix = query.slice(lastIndex, match.index);
- const selectorParts = match[1].split(',');
- const labels = selectorParts.reduce((acc, label) => {
- const labelParts = label.split('=');
- if (labelParts.length === 2) {
- acc[labelParts[0]] = labelParts[1];
- }
- return acc;
- }, {});
- labels[key] = `"${value}"`;
- const selector = Object.keys(labels)
- .sort()
- .map(key => `${key}=${labels[key]}`)
- .join(',');
- lastIndex = match.index + match[1].length + 2;
- suffix = query.slice(match.index + match[0].length);
- parts.push(prefix, '{', selector, '}');
- }
- parts.push(suffix);
- return parts.join('');
- }
- export function determineQueryHints(series: any[]): any[] {
- const hints = series.map((s, i) => {
- const query: string = s.query;
- const index: number = s.responseIndex;
- if (query === undefined || index === undefined) {
- return null;
- }
- // ..._bucket metric needs a histogram_quantile()
- const histogramMetric = query.trim().match(/^\w+_bucket$/);
- if (histogramMetric) {
- const label = 'Time series has buckets, you probably wanted a histogram.';
- return {
- index,
- label,
- fix: {
- label: 'Fix by adding histogram_quantile().',
- action: {
- type: 'ADD_HISTOGRAM_QUANTILE',
- query,
- index,
- },
- },
- };
- }
- // Check for monotony
- const datapoints: [number, number][] = s.datapoints;
- const simpleMetric = query.trim().match(/^\w+$/);
- if (simpleMetric && datapoints.length > 1) {
- let increasing = false;
- const monotonic = datapoints.every((dp, index) => {
- if (index === 0) {
- return true;
- }
- increasing = increasing || dp[0] > datapoints[index - 1][0];
- // monotonic?
- return dp[0] >= datapoints[index - 1][0];
- });
- if (increasing && monotonic) {
- const label = 'Time series is monotonously increasing.';
- return {
- label,
- index,
- fix: {
- label: 'Fix by adding rate().',
- action: {
- type: 'ADD_RATE',
- query,
- index,
- },
- },
- };
- }
- }
- // No hint found
- return null;
- });
- return hints;
- }
- export function prometheusRegularEscape(value) {
- if (typeof value === 'string') {
- return value.replace(/'/g, "\\\\'");
- }
- return value;
- }
- export function prometheusSpecialRegexEscape(value) {
- if (typeof value === 'string') {
- return prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()]/g, '\\\\$&'));
- }
- return value;
- }
- export class PrometheusDatasource {
- type: string;
- editorSrc: string;
- name: string;
- supportsExplore: boolean;
- supportMetrics: boolean;
- url: string;
- directUrl: string;
- basicAuth: any;
- withCredentials: any;
- metricsNameCache: any;
- interval: string;
- queryTimeout: string;
- httpMethod: string;
- resultTransformer: ResultTransformer;
- /** @ngInject */
- constructor(instanceSettings, private $q, private backendSrv: BackendSrv, private templateSrv, private timeSrv) {
- this.type = 'prometheus';
- this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
- this.name = instanceSettings.name;
- this.supportsExplore = true;
- this.supportMetrics = true;
- this.url = instanceSettings.url;
- this.directUrl = instanceSettings.directUrl;
- this.basicAuth = instanceSettings.basicAuth;
- this.withCredentials = instanceSettings.withCredentials;
- this.interval = instanceSettings.jsonData.timeInterval || '15s';
- this.queryTimeout = instanceSettings.jsonData.queryTimeout;
- this.httpMethod = instanceSettings.jsonData.httpMethod || 'GET';
- this.resultTransformer = new ResultTransformer(templateSrv);
- }
- _request(url, data?, options?: any) {
- var options: any = {
- url: this.url + url,
- method: this.httpMethod,
- ...options,
- };
- if (options.method === 'GET') {
- if (!_.isEmpty(data)) {
- options.url =
- options.url +
- '?' +
- _.map(data, (v, k) => {
- return encodeURIComponent(k) + '=' + encodeURIComponent(v);
- }).join('&');
- }
- } else {
- options.headers = {
- 'Content-Type': 'application/x-www-form-urlencoded',
- };
- options.transformRequest = data => {
- return $.param(data);
- };
- options.data = data;
- }
- if (this.basicAuth || this.withCredentials) {
- options.withCredentials = true;
- }
- if (this.basicAuth) {
- options.headers = {
- Authorization: this.basicAuth,
- };
- }
- return this.backendSrv.datasourceRequest(options);
- }
- // Use this for tab completion features, wont publish response to other components
- metadataRequest(url) {
- return this._request(url, null, { method: 'GET', silent: true });
- }
- interpolateQueryExpr(value, variable, defaultFormatFn) {
- // if no multi or include all do not regexEscape
- if (!variable.multi && !variable.includeAll) {
- return prometheusRegularEscape(value);
- }
- if (typeof value === 'string') {
- return prometheusSpecialRegexEscape(value);
- }
- var escapedValues = _.map(value, prometheusSpecialRegexEscape);
- return escapedValues.join('|');
- }
- targetContainsTemplate(target) {
- return this.templateSrv.variableExists(target.expr);
- }
- query(options) {
- var start = this.getPrometheusTime(options.range.from, false);
- var end = this.getPrometheusTime(options.range.to, true);
- var queries = [];
- var activeTargets = [];
- options = _.clone(options);
- for (let target of options.targets) {
- if (!target.expr || target.hide) {
- continue;
- }
- activeTargets.push(target);
- queries.push(this.createQuery(target, options, start, end));
- }
- // No valid targets, return the empty result to save a round trip.
- if (_.isEmpty(queries)) {
- return this.$q.when({ data: [] });
- }
- var allQueryPromise = _.map(queries, query => {
- if (!query.instant) {
- return this.performTimeSeriesQuery(query, query.start, query.end);
- } else {
- return this.performInstantQuery(query, end);
- }
- });
- return this.$q.all(allQueryPromise).then(responseList => {
- let result = [];
- let hints = [];
- _.each(responseList, (response, index) => {
- if (response.status === 'error') {
- const error = {
- index,
- ...response.error,
- };
- throw error;
- }
- // Keeping original start/end for transformers
- const transformerOptions = {
- format: activeTargets[index].format,
- step: queries[index].step,
- legendFormat: activeTargets[index].legendFormat,
- start: queries[index].start,
- end: queries[index].end,
- query: queries[index].expr,
- responseListLength: responseList.length,
- responseIndex: index,
- refId: activeTargets[index].refId,
- };
- const series = this.resultTransformer.transform(response, transformerOptions);
- result = [...result, ...series];
- if (queries[index].hinting) {
- const queryHints = determineQueryHints(series);
- hints = [...hints, ...queryHints];
- }
- });
- return { data: result, hints };
- });
- }
- createQuery(target, options, start, end) {
- const query: any = {
- hinting: target.hinting,
- instant: target.instant,
- };
- var range = Math.ceil(end - start);
- var interval = kbn.interval_to_seconds(options.interval);
- // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
- var minInterval = kbn.interval_to_seconds(
- this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
- );
- var intervalFactor = target.intervalFactor || 1;
- // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
- var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
- var scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars() };
- // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
- if (interval !== adjustedInterval) {
- interval = adjustedInterval;
- scopedVars = Object.assign({}, options.scopedVars, {
- __interval: { text: interval + 's', value: interval + 's' },
- __interval_ms: { text: interval * 1000, value: interval * 1000 },
- ...this.getRangeScopedVars(),
- });
- }
- query.step = interval;
- // Only replace vars in expression after having (possibly) updated interval vars
- query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
- query.requestId = options.panelId + target.refId;
- // Align query interval with step
- const adjusted = alignRange(start, end, query.step);
- query.start = adjusted.start;
- query.end = adjusted.end;
- return query;
- }
- adjustInterval(interval, minInterval, range, intervalFactor) {
- // Prometheus will drop queries that might return more than 11000 data points.
- // Calibrate interval if it is too small.
- if (interval !== 0 && range / intervalFactor / interval > 11000) {
- interval = Math.ceil(range / intervalFactor / 11000);
- }
- return Math.max(interval * intervalFactor, minInterval, 1);
- }
- performTimeSeriesQuery(query, start, end) {
- if (start > end) {
- throw { message: 'Invalid time range' };
- }
- var url = '/api/v1/query_range';
- var data = {
- query: query.expr,
- start: start,
- end: end,
- step: query.step,
- };
- if (this.queryTimeout) {
- data['timeout'] = this.queryTimeout;
- }
- return this._request(url, data, { requestId: query.requestId });
- }
- performInstantQuery(query, time) {
- var url = '/api/v1/query';
- var data = {
- query: query.expr,
- time: time,
- };
- if (this.queryTimeout) {
- data['timeout'] = this.queryTimeout;
- }
- return this._request(url, data, { requestId: query.requestId });
- }
- performSuggestQuery(query, cache = false) {
- var url = '/api/v1/label/__name__/values';
- if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
- return this.$q.when(
- _.filter(this.metricsNameCache.data, metricName => {
- return metricName.indexOf(query) !== 1;
- })
- );
- }
- return this.metadataRequest(url).then(result => {
- this.metricsNameCache = {
- data: result.data.data,
- expire: Date.now() + 60 * 1000,
- };
- return _.filter(result.data.data, metricName => {
- return metricName.indexOf(query) !== 1;
- });
- });
- }
- metricFindQuery(query) {
- if (!query) {
- return this.$q.when([]);
- }
- let scopedVars = {
- __interval: { text: this.interval, value: this.interval },
- __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) },
- ...this.getRangeScopedVars(),
- };
- let interpolated = this.templateSrv.replace(query, scopedVars, this.interpolateQueryExpr);
- var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
- return metricFindQuery.process();
- }
- getRangeScopedVars() {
- let range = this.timeSrv.timeRange();
- let msRange = range.to.diff(range.from);
- let regularRange = kbn.secondsToHms(msRange / 1000);
- return {
- __range_ms: { text: msRange, value: msRange },
- __range: { text: regularRange, value: regularRange },
- };
- }
- annotationQuery(options) {
- var annotation = options.annotation;
- var expr = annotation.expr || '';
- var tagKeys = annotation.tagKeys || '';
- var titleFormat = annotation.titleFormat || '';
- var textFormat = annotation.textFormat || '';
- if (!expr) {
- return this.$q.when([]);
- }
- var step = annotation.step || '60s';
- var start = this.getPrometheusTime(options.range.from, false);
- var end = this.getPrometheusTime(options.range.to, true);
- // Unsetting min interval
- const queryOptions = {
- ...options,
- interval: '0s',
- };
- const query = this.createQuery({ expr, interval: step }, queryOptions, start, end);
- var self = this;
- return this.performTimeSeriesQuery(query, query.start, query.end).then(function(results) {
- var eventList = [];
- tagKeys = tagKeys.split(',');
- _.each(results.data.data.result, function(series) {
- var tags = _.chain(series.metric)
- .filter(function(v, k) {
- return _.includes(tagKeys, k);
- })
- .value();
- for (let value of series.values) {
- if (value[1] === '1') {
- var event = {
- annotation: annotation,
- time: Math.floor(parseFloat(value[0])) * 1000,
- title: self.resultTransformer.renderTemplate(titleFormat, series.metric),
- tags: tags,
- text: self.resultTransformer.renderTemplate(textFormat, series.metric),
- };
- eventList.push(event);
- }
- }
- });
- return eventList;
- });
- }
- testDatasource() {
- let now = new Date().getTime();
- return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
- if (response.data.status === 'success') {
- return { status: 'success', message: 'Data source is working' };
- } else {
- return { status: 'error', message: response.error };
- }
- });
- }
- getExploreState(panel) {
- let state = {};
- if (panel.targets) {
- const queries = panel.targets.map(t => ({
- query: this.templateSrv.replace(t.expr, {}, this.interpolateQueryExpr),
- format: t.format,
- }));
- state = {
- ...state,
- queries,
- datasource: this.name,
- };
- }
- return state;
- }
- modifyQuery(query: string, action: any): string {
- switch (action.type) {
- case 'ADD_FILTER': {
- return addLabelToQuery(query, action.key, action.value);
- }
- case 'ADD_HISTOGRAM_QUANTILE': {
- return `histogram_quantile(0.95, sum(rate(${query}[5m])) by (le))`;
- }
- case 'ADD_RATE': {
- return `rate(${query}[5m])`;
- }
- default:
- return query;
- }
- }
- getPrometheusTime(date, roundUp) {
- if (_.isString(date)) {
- date = dateMath.parse(date, roundUp);
- }
- return Math.ceil(date.valueOf() / 1000);
- }
- getOriginalMetricName(labelData) {
- return this.resultTransformer.getOriginalMetricName(labelData);
- }
- }
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