How to monitor Microsoft SQL Server with Prometheus

By David Lorite Solanas - APRIL 29, 2021
Topics: Monitoring


In this article, you will learn how to monitor SQL Server with Prometheus. SQL Server is a popular database, which is very straightforward to monitor with a simple Prometheus exporter.

Like all databases, SQL Server has many points of failure, such as delays in transactions or too many connections in the database. We are basing this guide on Golden Signals, a reduced set of metrics that offer a wide view of a service from a user or consumer perspective. This allows you to detect potential problems that might be directly affecting the behavior of the application.

Monitor SQL Server with Prometheus

To monitor SQL Server with Prometheus, we’ll use sql_exporter, a specific exporter for SQL Server. This exporter will expose the metrics so Prometheus can get them.

Also, the flexibility of this exporter allows you to create any custom metric depending on your business, so you can monitor almost everything.

To get the metrics in Prometheus, you just need to create a specific job or annotate the pod if you have deployed the exporter in Kubernetes.

Now that you started to monitor SQL Server with Prometheus, let’s see what metrics we should keep an eye on and create some alerts.

What you should look at

Is the database up?

You can check if the database is up and running using the up metric.

Let’s create a PromQL alert to check that the database is up:

up{job="mssql"} == 0


You can check that there are no deadlocks in your database with the mssql_deadlocks metric. A deadlock occurs when two processes with exclusive locks want to access the same resources. Only one will get access and the other one will be killed by the database.

Let’s create an alert if the number of deadlocks increases to five in a one-minute timeframe:

increase(mssql_deadlocks[1m]) > 5

Disk space

Not having enough space on the disk will crush your database. For this, you’ll use the mssql_disk_space_used_bytes_total metric, combined with mssql_disk_space_available_bytes_total, that returns the disk usage and the total space available, both in bytes.

Let’s create an alert if the database is using more than 85% of the available space:

sum(mssql_disk_space_available_bytes_total{job=~"mssql"})/sum(mssql_disk_space_total_bytes_total{job=~"mssql"})  < 0.15

Creating custom metrics

It’s also possible to create custom queries for monitoring certain things that have to do with your business. You could create a metric for getting the total amount invoiced today for your e-commerce, for example.

For this, you’ll need to create a new data entry for the collector in the mssql-metrics-config ConfigMap:

apiVersion: v1
kind: ConfigMap
  namespace: mssql
  name: mssql-metrics-config
    app: mssql-exporter
    collector_name: sql_custom_invoice
      - metric_name: total_invoiced_today
        type: gauge
        help: 'Get total amount invoiced today.'
        values: [invoiced_today_sum]
        query_ref: total_invoiced_today_query
      - query_name: total_invoiced_today_query
        query: | 
          SELECT sum(total) AS invoiced_today_sum FROM Invoice where invoiceDate=CAST(GETDATE() AS date);

Then add the collector in the target collectors, in sql_exporter.yml, line 21:

  collectors: [mssql_standard, sql_custom_invoice]

Make sure that the collector file name ends with .collector.yml.

Create a dashboard in a few minutes

In this article, you learned how to monitor SQL Server with Prometheus and identify the key metrics you should look at, with examples. You also learned how to create custom metrics based on your business needs.

All these metrics are available in the dashboards you can download from PromCat. They can be used in Grafana and Sysdig Monitor as well!

screenshot showing the dashboard page for the SQL Server configuration in, where you can download the dashboards for both Grafana and Sysdig Monitor!

This dashboard will allow you to see the full picture when troubleshooting and performing improvements in our Microsoft SQL Server instance.

If you would like to try this integration, we invite you to sign up for a free trial of Sysdig Monitor.

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