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better metrics trnslation / quering

pull/1/head
Coin de Gamma 6 years ago
parent
commit
64bbcb8065
  1. 6
      server/src/models/analytic_unit_model.ts
  2. 85
      server/src/models/grafana_metric_model.ts
  3. 48
      server/src/models/metric_model.ts
  4. 22
      server/src/services/grafana_service.ts

6
server/src/models/analytic_unit_model.ts

@ -1,4 +1,4 @@
import { Metric } from './metric_model';
import { GrafanaMetric } from './grafana_metric_model';
import { Collection, makeDBQ } from '../services/data_service';
@ -19,7 +19,7 @@ export class AnalyticUnit {
public name: string,
public panelUrl: string,
public type: string,
public metric: Metric,
public metric: GrafanaMetric,
public id?: AnalyticUnitId,
public lastPredictionTime?: number,
public status?: AnalyticUnitStatus,
@ -60,7 +60,7 @@ export class AnalyticUnit {
obj.name,
obj.panelUrl,
obj.type,
Metric.fromObject(obj.metric),
GrafanaMetric.fromObject(obj.metric),
obj._id,
obj.lastPredictionTime,
obj.status as AnalyticUnitStatus,

85
server/src/models/grafana_metric_model.ts

@ -0,0 +1,85 @@
export type GrafanaDatasource = {
url: string,
type: string,
params: {
db: string,
q: string,
epoch: string
}
}
export type GrafanaMetricId = string;
export class GrafanaMetric {
private _metricQuery: MetricQuery = undefined;
constructor(
public datasource: GrafanaDatasource,
public targets: any[],
public id?: GrafanaMetricId
) {
if(datasource === undefined) {
throw new Error('datasource is undefined');
}
if(targets === undefined) {
throw new Error('targets is undefined');
}
if(targets.length === 0) {
throw new Error('targets is empty');
}
}
public get metricQuery() {
if(this._metricQuery === undefined) {
this._metricQuery = new MetricQuery(this);
}
return this._metricQuery;
}
public toObject() {
return {
datasource: this.datasource,
targets: this.targets,
_id: this.id
};
}
static fromObject(obj: any): GrafanaMetric {
if(obj === undefined) {
throw new Error('obj is undefined');
}
return new GrafanaMetric(
obj.datasource,
obj.targets,
obj._id
);
}
}
export class MetricQuery {
private static INFLUX_QUERY_TIME_REGEX = /time >[^A-Z]+/;
private _queryParts: string[];
constructor(metric: GrafanaMetric) {
if (metric.datasource.type !== 'influxdb') {
throw new Error(`Queries of type "${metric.datasource.type}" are not supported yet.`);
}
var queryStr = metric.datasource.params.q;
this._queryParts = queryStr.split(MetricQuery.INFLUX_QUERY_TIME_REGEX);
if(this._queryParts.length == 1) {
throw new Error(
`Query "${queryStr}" is not replaced with LIMIT/OFFSET oeprators. Missing time clause.`
);
}
if(this._queryParts.length > 2) {
throw new Error(`Query "${queryStr}" has multiple time clauses. Can't parse.`);
}
}
getQuery(limit: number, offset: number): string {
return `${this._queryParts[0]} TRUE ${this._queryParts[1]} LIMIT ${limit} OFFSET ${offset}`;
}
}

48
server/src/models/metric_model.ts

@ -1,48 +0,0 @@
type Datasource = {
url: string,
type: string,
params: {
db: string,
q: string,
epoch: string
}
}
export type MetricId = string;
export class Metric {
constructor(
public datasource: Datasource,
public targets: any[],
public id?: MetricId
) {
if(datasource === undefined) {
throw new Error('datasource is undefined');
}
if(targets === undefined) {
throw new Error('targets is undefined');
}
if(targets.length === 0) {
throw new Error('targets is empty');
}
}
public toObject() {
return {
datasource: this.datasource,
targets: this.targets,
_id: this.id
};
}
static fromObject(obj: any): Metric {
if(obj === undefined) {
throw new Error('obj is undefined');
}
return new Metric(
obj.datasource,
obj.targets,
obj._id
);
}
}

22
server/src/services/grafana_service.ts

@ -1,23 +1,19 @@
import { Metric } from '../models/metric_model';
import { GrafanaMetric } from '../models/grafana_metric_model';
import { HASTIC_API_KEY } from '../config';
import { URL } from 'url';
import axios from 'axios';
const CHUNK_SIZE = 50000;
const QUERY_TIME_REPLACE_REGEX = /(WHERE time >[^A-Z]+)/;
/**
* @param metric to query to Grafana
* @returns [time, value][] array
*/
export async function queryByMetric(metric: Metric, panelUrl: string): Promise<[number, number][]> {
export async function queryByMetric(metric: GrafanaMetric, panelUrl: string): Promise<[number, number][]> {
let datasource = metric.datasource;
if (datasource.type !== 'influxdb') {
throw new Error(`${datasource.type} queries are not supported yet`);
}
let origin = new URL(panelUrl).origin;
let url = `${origin}/${datasource.url}`;
@ -30,15 +26,9 @@ export async function queryByMetric(metric: Metric, panelUrl: string): Promise<[
let data = [];
while (offset <= records) {
let paramsClone = Object.assign({}, params);
let replacedQ = paramsClone.q.replace(QUERY_TIME_REPLACE_REGEX, `LIMIT ${limit} OFFSET ${offset}`);
if(replacedQ === paramsClone.q) {
throw new Error(`Query "${paramsClone.q}" is not replaced with LIMIT/OFFSET oeprators`)
}
paramsClone.q = replacedQ;
paramsClone.q = metric.metricQuery.getQuery(limit, offset);
let chunk = await queryGrafana(url, paramsClone);
data = data.concat(chunk);
offset += CHUNK_SIZE;
}
@ -64,13 +54,13 @@ async function queryGrafana(url: string, params: any) {
res = await axios.get(url, { params, headers });
} catch (e) {
if(e.response.status === 401) {
throw new Error('Unauthorized. Check the $HASTIC_API_KEY');
throw new Error('Unauthorized. Check the $HASTIC_API_KEY.');
}
throw new Error(e.message);
}
if (res.data.results === undefined) {
throw new Error('results field is undefined in response');
throw new Error('results field is undefined in response.');
}
// TODO: support more than 1 metric (each res.data.results item is a metric)

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