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-define([
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- 'angular',
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- 'lodash',
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- 'app/core/utils/datemath',
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- 'app/core/utils/kbn',
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- './queryCtrl',
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- './directives',
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-],
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-function (angular, _, dateMath, kbn) {
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- 'use strict';
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-
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- var module = angular.module('grafana.services');
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-
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- module.factory('KairosDBDatasource', function($q, backendSrv, templateSrv) {
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-
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- function KairosDBDatasource(datasource) {
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- this.type = datasource.type;
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- this.url = datasource.url;
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- this.name = datasource.name;
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- this.supportMetrics = true;
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- }
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-
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- // Called once per panel (graph)
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- KairosDBDatasource.prototype.query = function(options) {
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- var start = options.rangeRaw.from;
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- var end = options.rangeRaw.to;
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-
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- var queries = _.compact(_.map(options.targets, _.partial(convertTargetToQuery, options)));
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- var plotParams = _.compact(_.map(options.targets, function(target) {
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- var alias = target.alias;
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- if (typeof target.alias === 'undefined' || target.alias === "") {
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- alias = target.metric;
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- }
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-
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- if (!target.hide) {
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- return { alias: alias, exouter: target.exOuter };
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- }
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- else {
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- return null;
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- }
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- }));
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-
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- var handleKairosDBQueryResponseAlias = _.partial(handleKairosDBQueryResponse, plotParams);
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-
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- // No valid targets, return the empty result to save a round trip.
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- if (_.isEmpty(queries)) {
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- var d = $q.defer();
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- d.resolve({ data: [] });
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- return d.promise;
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- }
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-
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- return this.performTimeSeriesQuery(queries, start, end).then(handleKairosDBQueryResponseAlias, handleQueryError);
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- };
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-
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- KairosDBDatasource.prototype.performTimeSeriesQuery = function(queries, start, end) {
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- var reqBody = {
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- metrics: queries,
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- cache_time: 0
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- };
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-
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- convertToKairosTime(start, reqBody, 'start');
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- convertToKairosTime(end, reqBody, 'end');
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-
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- var options = {
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- method: 'POST',
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- url: this.url + '/api/v1/datapoints/query',
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- data: reqBody
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- };
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-
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- return backendSrv.datasourceRequest(options);
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- };
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-
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- /**
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- * Gets the list of metrics
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- * @returns {*|Promise}
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- */
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- KairosDBDatasource.prototype._performMetricSuggestQuery = function(metric) {
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- var options = {
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- url: this.url + '/api/v1/metricnames',
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- method: 'GET'
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- };
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-
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- return backendSrv.datasourceRequest(options).then(function(response) {
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- if (!response.data) {
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- return $q.when([]);
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- }
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- var metrics = [];
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- _.each(response.data.results, function(r) {
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- if (r.indexOf(metric) >= 0) {
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- metrics.push(r);
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- }
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- });
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- return metrics;
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- });
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- };
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-
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- KairosDBDatasource.prototype._performMetricKeyLookup = function(metric) {
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- if(!metric) { return $q.when([]); }
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-
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- var options = {
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- method: 'POST',
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- url: this.url + '/api/v1/datapoints/query/tags',
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- data: {
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- metrics: [{ name: metric }],
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- cache_time: 0,
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- start_absolute: 0
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- }
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- };
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-
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- return backendSrv.datasourceRequest(options).then(function(result) {
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- if (!result.data) {
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- return $q.when([]);
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- }
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- var tagks = [];
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- _.each(result.data.queries[0].results[0].tags, function(tagv, tagk) {
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- if(tagks.indexOf(tagk) === -1) {
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- tagks.push(tagk);
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- }
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- });
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- return tagks;
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- });
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- };
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-
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- KairosDBDatasource.prototype._performMetricKeyValueLookup = function(metric, key) {
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- if(!metric || !key) {
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- return $q.when([]);
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- }
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-
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- var options = {
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- method: 'POST',
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- url: this.url + '/api/v1/datapoints/query/tags',
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- data: {
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- metrics: [{ name: metric }],
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- cache_time: 0,
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- start_absolute: 0
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- }
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- };
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-
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- return backendSrv.datasourceRequest(options).then(function(result) {
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- if (!result.data) {
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- return $q.when([]);
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- }
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- return result.data.queries[0].results[0].tags[key];
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- });
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- };
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-
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- KairosDBDatasource.prototype.performTagSuggestQuery = function(metric) {
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- var options = {
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- url: this.url + '/api/v1/datapoints/query/tags',
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- method: 'POST',
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- data: {
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- metrics: [{ name: metric }],
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- cache_time: 0,
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- start_absolute: 0
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- }
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- };
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-
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- return backendSrv.datasourceRequest(options).then(function(response) {
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- if (!response.data) {
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- return [];
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- }
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- else {
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- return response.data.queries[0].results[0];
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- }
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- });
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- };
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-
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- KairosDBDatasource.prototype.metricFindQuery = function(query) {
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- if (!query) { return $q.when([]); }
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-
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- var interpolated;
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- try {
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- interpolated = templateSrv.replace(query);
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- }
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- catch (err) {
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- return $q.reject(err);
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- }
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-
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- var responseTransform = function(result) {
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- return _.map(result, function(value) {
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- return {text: value};
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- });
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- };
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-
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- var metrics_regex = /metrics\((.*)\)/;
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- var tag_names_regex = /tag_names\((.*)\)/;
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- var tag_values_regex = /tag_values\((.*),\s?(.*?)\)/;
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-
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- var metrics_query = interpolated.match(metrics_regex);
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- if (metrics_query) {
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- return this._performMetricSuggestQuery(metrics_query[1]).then(responseTransform);
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- }
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-
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- var tag_names_query = interpolated.match(tag_names_regex);
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- if (tag_names_query) {
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- return this._performMetricKeyLookup(tag_names_query[1]).then(responseTransform);
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- }
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-
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- var tag_values_query = interpolated.match(tag_values_regex);
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- if (tag_values_query) {
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- return this._performMetricKeyValueLookup(tag_values_query[1], tag_values_query[2]).then(responseTransform);
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- }
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-
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- return $q.when([]);
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- };
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-
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- /////////////////////////////////////////////////////////////////////////
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- /// Formatting methods
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- ////////////////////////////////////////////////////////////////////////
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-
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- /**
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- * Requires a verion of KairosDB with every CORS defects fixed
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- * @param results
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- * @returns {*}
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- */
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- function handleQueryError(results) {
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- if (results.data.errors && !_.isEmpty(results.data.errors)) {
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- var errors = {
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- message: results.data.errors[0]
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- };
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- return $q.reject(errors);
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- }
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- else {
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- return $q.reject(results);
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- }
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- }
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-
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- function handleKairosDBQueryResponse(plotParams, results) {
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- var output = [];
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- var index = 0;
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- _.each(results.data.queries, function(series) {
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- _.each(series.results, function(result) {
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- var target = plotParams[index].alias;
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- var details = " ( ";
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-
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- _.each(result.group_by, function(element) {
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- if (element.name === "tag") {
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- _.each(element.group, function(value, key) {
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- details += key + "=" + value + " ";
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- });
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- }
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- else if (element.name === "value") {
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- details += 'value_group=' + element.group.group_number + " ";
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- }
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- else if (element.name === "time") {
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- details += 'time_group=' + element.group.group_number + " ";
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- }
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- });
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-
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- details += ") ";
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-
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- if (details !== " ( ) ") {
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- target += details;
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- }
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-
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- var datapoints = [];
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-
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- for (var i = 0; i < result.values.length; i++) {
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- var t = Math.floor(result.values[i][0]);
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- var v = result.values[i][1];
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- datapoints[i] = [v, t];
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- }
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- if (plotParams[index].exouter) {
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- datapoints = new PeakFilter(datapoints, 10);
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- }
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- output.push({ target: target, datapoints: datapoints });
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- });
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-
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- index++;
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- });
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-
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- return { data: _.flatten(output) };
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- }
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-
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- function convertTargetToQuery(options, target) {
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- if (!target.metric || target.hide) {
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- return null;
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- }
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-
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- var query = {
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- name: templateSrv.replace(target.metric)
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- };
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-
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- query.aggregators = [];
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-
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- if (target.downsampling !== '(NONE)') {
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- if (target.downsampling === undefined) {
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- target.downsampling = 'avg';
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- target.sampling = '10s';
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- }
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- query.aggregators.push({
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- name: target.downsampling,
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- align_sampling: true,
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- align_start_time: true,
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- sampling: KairosDBDatasource.prototype.convertToKairosInterval(target.sampling || options.interval)
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- });
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- }
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-
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- if (target.horizontalAggregators) {
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- _.each(target.horizontalAggregators, function(chosenAggregator) {
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- var returnedAggregator = {
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- name:chosenAggregator.name
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- };
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-
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- if (chosenAggregator.sampling_rate) {
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- returnedAggregator.sampling = KairosDBDatasource.prototype.convertToKairosInterval(chosenAggregator.sampling_rate);
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- returnedAggregator.align_sampling = true;
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- returnedAggregator.align_start_time =true;
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- }
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-
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- if (chosenAggregator.unit) {
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- returnedAggregator.unit = chosenAggregator.unit + 's';
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- }
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-
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- if (chosenAggregator.factor && chosenAggregator.name === 'div') {
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- returnedAggregator.divisor = chosenAggregator.factor;
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- }
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- else if (chosenAggregator.factor && chosenAggregator.name === 'scale') {
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- returnedAggregator.factor = chosenAggregator.factor;
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- }
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-
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- if (chosenAggregator.percentile) {
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- returnedAggregator.percentile = chosenAggregator.percentile;
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- }
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- query.aggregators.push(returnedAggregator);
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- });
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- }
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-
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- if (_.isEmpty(query.aggregators)) {
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- delete query.aggregators;
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- if (target.tags) {
|
|
|
|
|
- query.tags = angular.copy(target.tags);
|
|
|
|
|
- _.forOwn(query.tags, function(value, key) {
|
|
|
|
|
- query.tags[key] = _.map(value, function(tag) { return templateSrv.replace(tag); });
|
|
|
|
|
- });
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- if (target.groupByTags || target.nonTagGroupBys) {
|
|
|
|
|
- query.group_by = [];
|
|
|
|
|
- if (target.groupByTags) {
|
|
|
|
|
- query.group_by.push({
|
|
|
|
|
- name: "tag",
|
|
|
|
|
- tags: _.map(angular.copy(target.groupByTags), function(tag) { return templateSrv.replace(tag); })
|
|
|
|
|
- });
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- if (target.nonTagGroupBys) {
|
|
|
|
|
- _.each(target.nonTagGroupBys, function(rawGroupBy) {
|
|
|
|
|
- var formattedGroupBy = angular.copy(rawGroupBy);
|
|
|
|
|
- if (formattedGroupBy.name === 'time') {
|
|
|
|
|
- formattedGroupBy.range_size = KairosDBDatasource.prototype.convertToKairosInterval(formattedGroupBy.range_size);
|
|
|
|
|
- }
|
|
|
|
|
- query.group_by.push(formattedGroupBy);
|
|
|
|
|
- });
|
|
|
|
|
- }
|
|
|
|
|
- }
|
|
|
|
|
- return query;
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- ///////////////////////////////////////////////////////////////////////
|
|
|
|
|
- /// Time conversion functions specifics to KairosDB
|
|
|
|
|
- //////////////////////////////////////////////////////////////////////
|
|
|
|
|
-
|
|
|
|
|
- KairosDBDatasource.prototype.convertToKairosInterval = function(intervalString) {
|
|
|
|
|
- intervalString = templateSrv.replace(intervalString);
|
|
|
|
|
-
|
|
|
|
|
- var interval_regex = /(\d+(?:\.\d+)?)([Mwdhmsy])/;
|
|
|
|
|
- var interval_regex_ms = /(\d+(?:\.\d+)?)(ms)/;
|
|
|
|
|
- var matches = intervalString.match(interval_regex_ms);
|
|
|
|
|
- if (!matches) {
|
|
|
|
|
- matches = intervalString.match(interval_regex);
|
|
|
|
|
- }
|
|
|
|
|
- if (!matches) {
|
|
|
|
|
- throw new Error('Invalid interval string, expecting a number followed by one of "y M w d h m s ms"');
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- var value = matches[1];
|
|
|
|
|
- var unit = matches[2];
|
|
|
|
|
- if (value%1 !== 0) {
|
|
|
|
|
- if (unit === 'ms') {
|
|
|
|
|
- throw new Error('Invalid interval value, cannot be smaller than the millisecond');
|
|
|
|
|
- }
|
|
|
|
|
- value = Math.round(kbn.intervals_in_seconds[unit] * value * 1000);
|
|
|
|
|
- unit = 'ms';
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- return {
|
|
|
|
|
- value: value,
|
|
|
|
|
- unit: convertToKairosDBTimeUnit(unit)
|
|
|
|
|
- };
|
|
|
|
|
- };
|
|
|
|
|
-
|
|
|
|
|
- function convertToKairosTime(date, response_obj, start_stop_name) {
|
|
|
|
|
- var name;
|
|
|
|
|
-
|
|
|
|
|
- if (_.isString(date)) {
|
|
|
|
|
- if (date === 'now') {
|
|
|
|
|
- return;
|
|
|
|
|
- }
|
|
|
|
|
- else if (date.indexOf('now-') >= 0 && date.indexOf('/') === -1) {
|
|
|
|
|
- date = date.substring(4);
|
|
|
|
|
- name = start_stop_name + "_relative";
|
|
|
|
|
- var re_date = /(\d+)\s*(\D+)/;
|
|
|
|
|
- var result = re_date.exec(date);
|
|
|
|
|
-
|
|
|
|
|
- if (result) {
|
|
|
|
|
- var value = result[1];
|
|
|
|
|
- var unit = result[2];
|
|
|
|
|
-
|
|
|
|
|
- response_obj[name] = {
|
|
|
|
|
- value: value,
|
|
|
|
|
- unit: convertToKairosDBTimeUnit(unit)
|
|
|
|
|
- };
|
|
|
|
|
- return;
|
|
|
|
|
- }
|
|
|
|
|
- console.log("Unparseable date", date);
|
|
|
|
|
- return;
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- date = dateMath.parse(date, start_stop_name === 'end');
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- name = start_stop_name + "_absolute";
|
|
|
|
|
- response_obj[name] = date.valueOf();
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- function convertToKairosDBTimeUnit(unit) {
|
|
|
|
|
- switch (unit) {
|
|
|
|
|
- case 'ms':
|
|
|
|
|
- return 'milliseconds';
|
|
|
|
|
- case 's':
|
|
|
|
|
- return 'seconds';
|
|
|
|
|
- case 'm':
|
|
|
|
|
- return 'minutes';
|
|
|
|
|
- case 'h':
|
|
|
|
|
- return 'hours';
|
|
|
|
|
- case 'd':
|
|
|
|
|
- return 'days';
|
|
|
|
|
- case 'w':
|
|
|
|
|
- return 'weeks';
|
|
|
|
|
- case 'M':
|
|
|
|
|
- return 'months';
|
|
|
|
|
- case 'y':
|
|
|
|
|
- return 'years';
|
|
|
|
|
- default:
|
|
|
|
|
- console.log("Unknown unit ", unit);
|
|
|
|
|
- return '';
|
|
|
|
|
- }
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- function PeakFilter(dataIn, limit) {
|
|
|
|
|
- var datapoints = dataIn;
|
|
|
|
|
- var arrLength = datapoints.length;
|
|
|
|
|
- if (arrLength <= 3) {
|
|
|
|
|
- return datapoints;
|
|
|
|
|
- }
|
|
|
|
|
- var LastIndx = arrLength - 1;
|
|
|
|
|
-
|
|
|
|
|
- // Check first point
|
|
|
|
|
- var prvDelta = Math.abs((datapoints[1][0] - datapoints[0][0]) / datapoints[0][0]);
|
|
|
|
|
- var nxtDelta = Math.abs((datapoints[1][0] - datapoints[2][0]) / datapoints[2][0]);
|
|
|
|
|
- if (prvDelta >= limit && nxtDelta < limit) {
|
|
|
|
|
- datapoints[0][0] = datapoints[1][0];
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- // Check last point
|
|
|
|
|
- prvDelta = Math.abs((datapoints[LastIndx - 1][0] - datapoints[LastIndx - 2][0]) / datapoints[LastIndx - 2][0]);
|
|
|
|
|
- nxtDelta = Math.abs((datapoints[LastIndx - 1][0] - datapoints[LastIndx][0]) / datapoints[LastIndx][0]);
|
|
|
|
|
- if (prvDelta >= limit && nxtDelta < limit) {
|
|
|
|
|
- datapoints[LastIndx][0] = datapoints[LastIndx - 1][0];
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- for (var i = 1; i < arrLength - 1; i++) {
|
|
|
|
|
- prvDelta = Math.abs((datapoints[i][0] - datapoints[i - 1][0]) / datapoints[i - 1][0]);
|
|
|
|
|
- nxtDelta = Math.abs((datapoints[i][0] - datapoints[i + 1][0]) / datapoints[i + 1][0]);
|
|
|
|
|
- if (prvDelta >= limit && nxtDelta >= limit) {
|
|
|
|
|
- datapoints[i][0] = (datapoints[i - 1][0] + datapoints[i + 1][0]) / 2;
|
|
|
|
|
- }
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- return datapoints;
|
|
|
|
|
- }
|
|
|
|
|
-
|
|
|
|
|
- return KairosDBDatasource;
|
|
|
|
|
- });
|
|
|
|
|
-
|
|
|
|
|
-});
|
|
|