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Documentation Grafana documentation Data sources InfluxDB

InfluxDB data source

InfluxDB is an open-source time series database (TSDB) developed by InfluxData. It is optimized for fast, high-availability storage and retrieval of time series data in fields such as operations monitoring, application metrics, IoT sensor data, and real-time analytics.

Grafana includes built-in support for InfluxDB. This topic explains options, variables, querying, and other features specific to the InfluxDB data source, which include its feature-rich code editor for queries and visual query builder.

For instructions on how to add a data source to Grafana, refer to the administration documentation. Only users with the organization administrator role can add data sources. Administrators can also configure the data source via YAML with Grafana’s provisioning system.

Once you’ve added the InfluxDB data source, you can configure it so that your Grafana instance’s users can create queries in its query editor when they build dashboards and use Explore.

Configure the data source

To access the data source configuration page:

1. Hover the cursor over the Configuration (gear) icon.
2. Select Data Sources.
3. Select the InfluxDB data source.

Set the data source’s basic configuration options carefully:

You can also configure settings specific to the InfluxDB data source:

Min time interval

The Min time interval setting defines a lower limit for the auto group-by time interval.

This value must be formatted as a number followed by a valid time identifier:

We recommend setting this value to match your InfluxDB write frequency. For example, use 1m if InfluxDB writes data every minute.

You can also override this setting in a dashboard panel under its data source options.

Select a query language

InfluxDB data source options differ depending on which query language you select:

• InfluxQL, a SQL-like language for querying InfluxDB, with statements such as SELECT, FROM, WHERE, and GROUP BY that are familiar to SQL users. InfluxQL is available in InfluxDB 1.0 onwards.
• Flux, which provides significantly broader functionality than InfluxQL. It supports not only queries but also built-in functions for data shaping, string manipulation, and joining to non-InfluxDB data sources, but also processing time-series data. It’s similar to JavaScript with a functional style.

To help choose the best language for your needs, refer to a comparison of Flux vs InfluxQL and why InfluxData created Flux.

Note: Though not required, we recommend that you append your query language choice to the data source’s Name setting:

• InfluxDB-InfluxQL
• InfluxDB-Flux

Configure InfluxQL

Configure these options if you select the InfluxQL (classic InfluxDB) query language:

Configure Flux

Configure these options if you select the Flux query language:

Provision the data source

You can define and configure the data source in YAML files as part of Grafana’s provisioning system. For more information about provisioning, and for available configuration options, refer to Provisioning Grafana.

Provisioning examples

InfluxDB 1.x example:

yaml Copy

apiVersion: 1

datasources:
  - name: InfluxDB_v1
    type: influxdb
    access: proxy
    database: site
    user: grafana
    url: http://localhost:8086
    jsonData:
      httpMode: GET
    secureJsonData:
      password: grafana

InfluxDB 2.x for Flux example:

yaml Copy

apiVersion: 1

datasources:
  - name: InfluxDB_v2_Flux
    type: influxdb
    access: proxy
    url: http://localhost:8086
    jsonData:
      version: Flux
      organization: organization
      defaultBucket: bucket
      tlsSkipVerify: true
    secureJsonData:
      token: token

InfluxDB 2.x for InfluxQL example:

yaml Copy

apiVersion: 1

datasources:
  - name: InfluxDB_v2_InfluxQL
    type: influxdb
    access: proxy
    url: http://localhost:8086
    # This database should be mapped to a bucket
    database: site
    jsonData:
      httpMode: GET
      httpHeaderName1: 'Authorization'
    secureJsonData:
      httpHeaderValue1: 'Token <token>'

Query the data source

The InfluxDB data source’s query editor has two modes, InfluxQL and Flux, depending on your choice of query language in the data source configuration:

For details, refer to the query editor documentation.

Use template variables

Instead of hard-coding details such as server, application, and sensor names in metric queries, you can use variables. Grafana lists these variables in dropdown select boxes at the top of the dashboard to help you change the data displayed in your dashboard. Grafana refers to such variables as template variables.

For details, see the template variables documentation.