influxdb connector WIP

This commit is contained in:
Alexander Zobnin
2018-10-28 21:03:56 +03:00
parent 612052ed33
commit a3ab102a06
3 changed files with 170 additions and 8 deletions

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@@ -1,7 +1,7 @@
import _ from 'lodash';
import { migrateDSConfig } from './migrations';
const SUPPORTED_SQL_DS = ['mysql', 'postgres'];
const SUPPORTED_SQL_DS = ['mysql', 'postgres', 'influxdb'];
const zabbixVersions = [
{ name: '2.x', value: 2 },
{ name: '3.x', value: 3 },

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@@ -0,0 +1,152 @@
import _ from 'lodash';
import DBConnector from '../dbConnector';
const DEFAULT_QUERY_LIMIT = 10000;
const HISTORY_TO_TABLE_MAP = {
'0': 'history',
'1': 'history_str',
'2': 'history_log',
'3': 'history_uint',
'4': 'history_text'
};
const TREND_TO_TABLE_MAP = {
'0': 'trends',
'3': 'trends_uint'
};
const consolidateByFunc = {
'avg': 'AVG',
'min': 'MIN',
'max': 'MAX',
'sum': 'SUM',
'count': 'COUNT'
};
const consolidateByTrendColumns = {
'avg': 'value_avg',
'min': 'value_min',
'max': 'value_max',
'sum': 'num*value_avg' // sum of sums inside the one-hour trend period
};
export class InfluxDBConnector extends DBConnector {
constructor(options, backendSrv, datasourceSrv) {
super(options, backendSrv, datasourceSrv);
this.limit = options.limit || DEFAULT_QUERY_LIMIT;
super.loadDBDataSource().then(ds => {
console.log(ds);
this.ds = ds;
return ds;
});
}
/**
* Try to invoke test query for one of Zabbix database tables.
*/
testDataSource() {
return this.ds.testDatasource();
}
getHistory(items, timeFrom, timeTill, options) {
let {intervalMs, consolidateBy} = options;
const intervalSec = Math.ceil(intervalMs / 1000);
consolidateBy = consolidateBy || 'avg';
const aggFunction = consolidateByFunc[consolidateBy];
// Group items by value type and perform request for each value type
const grouped_items = _.groupBy(items, 'value_type');
const promises = _.map(grouped_items, (items, value_type) => {
const itemids = _.map(items, 'itemid');
const table = HISTORY_TO_TABLE_MAP[value_type];
const query = this.buildHistoryQuery(itemids, table, timeFrom, timeTill, intervalSec, aggFunction);
console.log(query);
return this.invokeInfluxDBQuery(query);
});
return Promise.all(promises).then(results => {
return _.flatten(results);
});
}
getTrends(items, timeFrom, timeTill, options) {
let { intervalMs, consolidateBy } = options;
const intervalSec = Math.ceil(intervalMs / 1000);
consolidateBy = consolidateBy || 'avg';
const aggFunction = consolidateByFunc[consolidateBy];
// Group items by value type and perform request for each value type
const grouped_items = _.groupBy(items, 'value_type');
const promises = _.map(grouped_items, (items, value_type) => {
const itemids = _.map(items, 'itemid');
const table = TREND_TO_TABLE_MAP[value_type];
let valueColumn = _.includes(['avg', 'min', 'max', 'sum'], consolidateBy) ? consolidateBy : 'avg';
valueColumn = consolidateByTrendColumns[valueColumn];
const query = this.buildTrendsQuery(itemids, table, timeFrom, timeTill, intervalSec, aggFunction, valueColumn);
console.log(query);
return this.invokeInfluxDBQuery(query);
});
return Promise.all(promises).then(results => {
return _.flatten(results);
});
}
buildHistoryQuery(itemids, table, timeFrom, timeTill, intervalSec, aggFunction) {
const AGG = aggFunction === 'AVG' ? 'MEAN' : aggFunction;
const where_clause = itemids.map(itemid => `"itemid" = ${itemid}`).join(' AND ');
const query = `SELECT "itemid", "time", ${AGG}("value") FROM "${table}"
WHERE ${where_clause} AND "time" >= ${timeFrom} AND "time" <= ${timeTill}
GROUP BY time(${intervalSec}s)`;
return compactQuery(query);
}
buildTrendsQuery(itemids, table, timeFrom, timeTill, intervalSec, aggFunction, valueColumn) {
const AGG = aggFunction === 'AVG' ? 'MEAN' : aggFunction;
const where_clause = itemids.map(itemid => `"itemid" = ${itemid}`).join(' AND ');
const query = `SELECT "itemid", "time", ${AGG}("${valueColumn}") FROM "${table}"
WHERE ${where_clause} AND "time" >= ${timeFrom} AND "time" <= ${timeTill}
GROUP BY time(${intervalSec}s)`;
return compactQuery(query);
}
handleGrafanaTSResponse(history, items, addHostName = true) {
return convertGrafanaTSResponse(history, items, addHostName);
}
invokeInfluxDBQuery(query) {
return this.ds._seriesQuery(query);
}
}
///////////////////////////////////////////////////////////////////////////////
function convertGrafanaTSResponse(time_series, items, addHostName) {
//uniqBy is needed to deduplicate
var hosts = _.uniqBy(_.flatten(_.map(items, 'hosts')), 'hostid');
let grafanaSeries = _.map(_.compact(time_series), series => {
let itemid = series.name;
var item = _.find(items, {'itemid': itemid});
var alias = item.name;
//only when actual multi hosts selected
if (_.keys(hosts).length > 1 && addHostName) {
var host = _.find(hosts, {'hostid': item.hostid});
alias = host.name + ": " + alias;
}
// CachingProxy deduplicates requests and returns one time series for equal queries.
// Clone is needed to prevent changing of series object shared between all targets.
let datapoints = _.cloneDeep(series.points);
return {
target: alias,
datapoints: datapoints
};
});
return _.sortBy(grafanaSeries, 'target');
}
function compactQuery(query) {
return query.replace(/\s+/g, ' ');
}

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@@ -1,8 +1,10 @@
import _ from 'lodash';
import * as utils from '../utils';
import responseHandler from '../responseHandler';
import DBConnector from './connectors/dbConnector';
import { ZabbixAPIConnector } from './connectors/zabbix_api/zabbixAPIConnector';
import { SQLConnector } from './connectors/sql/sqlConnector';
import { InfluxDBConnector } from './connectors/influxdb/influxdbConnector';
import { CachingProxy } from './proxy/cachingProxy';
import { ZabbixNotImplemented } from './connectors/dbConnector';
@@ -48,19 +50,27 @@ export class Zabbix {
this.zabbixAPI = new ZabbixAPIConnector(url, username, password, zabbixVersion, basicAuth, withCredentials, backendSrv);
this.proxyfyRequests();
this.cacheRequests();
this.bindRequests();
if (enableDirectDBConnection) {
let dbConnectorOptions = {
datasourceId: dbConnectionDatasourceId,
datasourceName: dbConnectionDatasourceName
};
this.dbConnector = new DBConnector(dbConnectorOptions, backendSrv, datasourceSrv);
this.dbConnector.loadDBDataSource().then(ds => {
if (ds.type === 'influxdb') {
this.dbConnector = new InfluxDBConnector(dbConnectorOptions, backendSrv, datasourceSrv);
} else {
this.dbConnector = new SQLConnector(dbConnectorOptions, backendSrv, datasourceSrv);
}
}).then(() => {
this.getHistoryDB = this.cachingProxy.proxyfyWithCache(this.dbConnector.getHistory, 'getHistory', this.dbConnector);
this.getTrendsDB = this.cachingProxy.proxyfyWithCache(this.dbConnector.getTrends, 'getTrends', this.dbConnector);
});
}
this.proxyfyRequests();
this.cacheRequests();
this.bindRequests();
}
proxyfyRequests() {