Grafana SQLite Datasource
This is a Grafana backend plugin to allow using an SQLite database as a data source. The SQLite database needs to be accessible to the filesystem of the device where Grafana itself is running.
Table of contents:
- Plugin Installation
- Support for Time Formatted Columns
- Macros
- Alerting
- Common Problems - FAQ
- Development and Contributing
- Supporting the Project
- Further Documentation and Links
Plugin Installation
The recommended way to install the plugin for most users is to use the grafana CLI:
- Run this command:
grafana-cli plugins install frser-sqlite-datasource
- Restart the Grafana server.
- To make sure the plugin was installed, check the list of installed data sources. Click the Plugins item in the main menu. Both core data sources and installed data sources will appear.
For other installation options (e.g. to install versions not yet releases in the Grafana registry but in Github) see ./docs/installation.md.
Support for Time Formatted Columns
SQLite has no native "time" format. It relies on strings and numbers for time and dates. Since especially for time series Grafana expects an actual time type, however, the plugin provides a way to infer a real timestamp. This can be set in the query editor by providing the name of the column, which should be reformatted to a timestamp.
The plugin supports two different inputs that can be converted to a "time" depending on the type of the value in the column, that should be formatted as "time":
-
A number input: It is assumed to be a unix timestamp / unix epoch. This represents time in the number of seconds (make sure your timestamp is not in milliseconds). More information is here: https://en.wikipedia.org/wiki/Unix_time
-
A string input: The value is expected to be formatted in accordance with RFC3339, e.g.
"2006-01-02T15:04:05Z07:00"
. Edge cases might occur and the parsing library used is the source of truth here: https://golang.org/pkg/time/#pkg-constants.
Timestamps stored as unix epoch should work out of the box, but the string formatting might require adjusting your current format. The below example shows how to convert a "date" column to a parsable timestamp:
WITH converted AS (
-- a row looks like this (value, date): 1.45, '2020-12-12'
SELECT value, date || 'T00:00:00Z' AS datetime FROM raw_table
)
SELECT datetime, value FROM converted ORDER BY datetime ASC
Macros
This plugins supports macros inspired by the built-in Grafana data sources (e.g. https://grafana.com/docs/grafana/latest/datasources/postgres/#macros).
However, as each macro needs to be re-implemented from scratch, only the following macros are supported. Other macros (that you might expect from other SQL databases) are not supported by the plugin (yet).
$__unixEpochGroupSeconds(unixEpochColumnName, intervalInSeconds)
Example: $__unixEpochGroupSeconds("time", 10)
Will be replaced by an expression usable in GROUP BY clause. For example:
cast(("time" / 10) as int) * 10
$__unixEpochGroupSeconds(unixEpochColumnName, intervalInSeconds, NULL)
Example: $__unixEpochGroupSeconds(timestamp, 10, NULL)
This is the same as the above example but with a fill parameter so missing points in that series
will be added for Grafana and NULL
will be used as value.
In case multiple time columns are provided the first one is chosen as the column to determine the gap filling. "First" in this context means first in the SELECT statement. This column needs to have no NULL values and must be sorted in ascending order.
Alerting
The plugins supports the Grafana alerting feature. Similar to the built in data sources alerting
does not support variables as they are normally replaced in the frontend, which is not involved
for the alerts. In order to allow time filtering this plugin supports the variables $__from
and
$__to
. For more information about those variables see here:
https://grafana.com/docs/grafana/latest/variables/variable-types/global-variables/#__from-and-__to.
Formatting of those variables (e.g. ${__from:date:iso}
) is not supported for alerts, however.
Common Problems - FAQ
This is a list of common questions or problems. For the answers and more details see ./docs/faq.md.
- I have a "file not found" error for my database
- I have a "permission denied" error for my database
- ...
Query examples
Some examples to help getting started with SQL and SQLite can be found in ./docs/examples.md.
These examples include things like:
- filtering by the time specified in the Grafana UI
- creating a time series mindful of gaps
- converting dates to timestamps
- ...
Development and Contributing
Any contribution is welcome. Some information regarding the local setup can be found in the DEVELOPMENT.md file.
Supporting the Project
This project was developed for free as an open source project. And it will stay that way.
If you like using this plugin, however, and would like to support the development go check out the Github sponsorship page. This allows sponsoring the project with monthly or one-time contributions.
Further Documentation and Links
- A changelog of the plugin can be found in the CHANGELOG.md.
- More documentation about the plugin can be found under the docs section in Github.
- The plugin in the Grafana registry can be found here.
- Questions or bugs about the plugin can be found and reported in Github or in the Grafana community.