WIP: Query grafana from node (#109)

* Fix: analytic_unit_worker get_model -> get_predictor

* Fix analyticUnit.fromObject arguments order

* Make Grafana querying work

analytics/analytic_unit_worker.py

@@ -45,7 +45,7 @@ class AnalyticUnitWorker(object):
         pattern = payload['pattern']
         segments = payload['segments']
 
-        model = self.get_model(analytic_unit_id, pattern)
+        model = self.get_detector(analytic_unit_id, pattern)
         model.synchronize_data()
         last_prediction_time = await model.learn(segments)
         # TODO: we should not do predict before labeling in all models, not just in drops
@@ -68,7 +68,7 @@ class AnalyticUnitWorker(object):
         pattern = payload['pattern']
         last_prediction_time = payload['lastPredictionTime']
 
-        model = self.get_model(analytic_unit_id, pattern)
+        model = self.get_detector(analytic_unit_id, pattern)
         model.synchronize_data()
         segments, last_prediction_time = await model.predict(last_prediction_time)
         return {

server/src/controllers/analytics_controller.ts

@@ -76,12 +76,12 @@ export async function runLearning(id: AnalyticUnit.AnalyticUnitId) {
   let previousLastPredictionTime: number = undefined;
 
   try {
-    
+
     let segments = await Segment.findMany(id, { labeled: true });
     let analyticUnit = await AnalyticUnit.findById(id);
 
     let segmentObjs = segments.map(s => s.toObject());
-    let data = await queryByMetric(analyticUnit.metric);
+    let data = await queryByMetric(analyticUnit.metric, analyticUnit.panelUrl);
     
     if(data.length === 0) {
       throw new Error('Empty data to learn on');
@@ -175,6 +175,9 @@ export function isAnalyticReady(): boolean {
 }
 
 export async function createAnalyticUnitFromObject(obj: any): Promise<AnalyticUnit.AnalyticUnitId> {
+  if(obj.datasource !== undefined) {
+    obj.metric.datasource = obj.datasource;
+  }
   let unit: AnalyticUnit.AnalyticUnit = AnalyticUnit.AnalyticUnit.fromObject(obj);
   let id = await AnalyticUnit.create(unit);
   return id;

server/src/models/analytic_unit_model.ts

@@ -61,9 +61,9 @@ export class AnalyticUnit {
       obj.panelUrl,
       obj.type,
       Metric.fromObject(obj.metric),
-      obj.status as AnalyticUnitStatus,
-      obj.lastPredictionTime,
       obj._id,
+      obj.lastPredictionTime,
+      obj.status as AnalyticUnitStatus,
       obj.error,
     );
   }

server/src/models/metric_model.ts

@@ -1,8 +1,18 @@
+type Datasource = {
+  url: string,
+  type: string,
+  params: {
+    db: string,
+    q: string,
+    epoch: string
+  }
+}
+
 export type MetricId = string;
 
 export class Metric {
   constructor(
-    public datasource: string,
+    public datasource: Datasource,
     public targets: any[],
     public id?: MetricId
   ) {

server/src/services/grafana_service.ts

@@ -2,6 +2,8 @@ import { Metric } from '../models/metric_model';
 
 import { HASTIC_API_KEY } from '../config';
 
+import { URL } from 'url';
+import { stringify } from 'querystring';
 import axios from 'axios';
  
 
@@ -10,14 +12,23 @@ export type Timestamp = number;
  * @param metric to query to Grafana
  * @returns [time, value][] array
  */
-export async function queryByMetric(metric: Metric): Promise<[number, number][]> {
-  var params = {} + '';
+export async function queryByMetric(metric: Metric, panelUrl: string): Promise<[number, number][]> {
+  let datasource = metric.datasource;
+
+  if(datasource.type !== 'influxdb') {
+    throw new Error(`${datasource.type} queries are not supported yet`);
+  }
+  var params = {};
+  let origin = new URL(panelUrl).origin;
+  let url = `${origin}/${datasource.url}?${stringify(params)}`;
+  console.log(url)
+
   let headers = { 'Authorization': 'Bearer ' + HASTIC_API_KEY };
-  let url = metric.datasource['origin'] + '/' +
-            metric.datasource['url'] + '?' +
-            encodeURIComponent(params);
-  var res = await axios.get(url, { headers });
+
+  let res = await axios.get(url, { headers });
+
   let results = res.data['results'];
+  console.log(results)
   if(results === undefined) {
     throw new Error('reuslts field is undefined in response');
   }