Datadog is an observability service for cloud-scale applications, providing monitoring of servers, databases, tools, and services. You can use Datadog to drive insights into values such as:
- Service discovery
In order to connect Cortex to your Datadog instance, you’ll need to add a Datadog Application Key and create a Datadog API key, and add it under Settings → Datadog.
If you do not see the Settings page you're looking for in the sidebar, you likely don't have the proper permissions and need to contact your admin.
By default, Cortex will use the entity tag (e.g.
my-service) as the "best guess" for the Datadog tag. For example, if your entity tag is
my-service, then the corresponding tag in Datadog should also be
If your Datadog tags don’t cleanly match the Cortex entity tag, you can override this in the Cortex Catalog Descriptor.
If you need to override the automatic discovery, you can define the following block in your Cortex Catalog Descriptor.
x-cortex-apm: datadog: serviceTags: # List of tags & values - tag: service value: brain - tag: backend value: brain
These tags are used to "discover" your monitors and SLOs. Cortex will look up monitors and SLOs by querying for
tag:value OR tag:value ...
If you want to hardcode/override discovery altogether, use the following sections:
Adding monitors let you see information about their current status directly in the Catalog, under the
Datadog section. You can find your monitors at https://app.datadoghq.com/monitors/manage.
The ID of a monitor is found in the URL when you click on a monitor in your Datadog dashboard, for example
info: x-cortex-apm: datadog: # List of monitor IDs. monitors: - 12345 - 67890
Datadog SLOs can be listed in the Catalog under the
Datadog section. You can find the SLOs at https://app.datadoghq.com/slo.
The ID for the SLO can be found in the URL when you click on an SLO in the datadog dashboard, for example
info: x-cortex-slos: datadog: # List of SLO ids - id: 0b73859a3e2504bf09ad23a161702654 - id: 228499184a9efe34d4e4e9df838c7fa1
Cortex will do an
OR query on Datadog using
service:brain OR backend:brain to find the SLOs & Monitors.
Cortex automatically syncs dependencies from Datadog's tracing tool into Cortex. By default, we map
entries found in Datadog's tracing map using the Service Identifier (
For example, if you have two services "service-one" and "service-two" that have a dependency edge in Datadog tracing, we expect both services in Cortex to exist with the same service identifiers.
You can override this by setting service tags where
value = the name of the service as found in Datadog's dependency map.