Observe Nomad's event stream
The event stream provides a way to subscribe to Job, Allocation, Evaluation, Deployment, and Node changes in near real time. Whenever a state change occurs in Nomad via Nomad's Finite State Machine (FSM) a set of events for each updated object are created.
Currently, Nomad users must take a number of steps to build a mental model of what recent actions have occurred in their cluster. Individual log statements often provide a small fragment of information related to a unit of work within Nomad. Logs can also be interlaced with other unrelated logs, complicating the process of understanding and building context around the issue a user is trying to identify. Log statements may also be too specific to a smaller piece of work that took place and the larger context around the log or action is missed or hard to infer.
Another pain point is that the value of log statements depend on how they are
managed by an organization. Larger teams with external log aggregators find
more value out of standard logging than a smaller team who manually scans
through files to debug issues. Today, an operator might combine the information
returned by /v1/nodes
, /v1/evaluations
, /v1/allocations
, and then
/v1/nodes
again using the Nomad API to try to figure out what exactly
happened.
This complex workflow has led to a lack of prescriptive guidance when working
with customers and users on how to best monitor and debug their Nomad clusters.
Third party tools such as nomad-firehose
have also emerged to try to solve
the issue by continuously scraping endpoints to react to changes within Nomad.
The event stream provides a first-class solution to receiving a stream of events in Nomad and provides users a much better understanding of how their cluster is operating out of the box.
Access the event stream
The event stream currently exists in the API, so users can access the new event stream endpoint from the below command.
Subscribe to all or certain events
Filter on certain topics by specifying a filter key. This example listens for Node events only relating to that particular node's ID. It also listens to all Deployment events and Job events related to a job named web.
What is in an event?
Each event contains a Topic
, Type
, Key
, Namespace
, FilterKeys
, Index
,
and Payload
. The contents of the Payload depend on the event Topic. An event
for the Node Topic contains a Node object. For example:
Develop using event stream
Here are some patterns of how you might use Nomad's event stream.
Subscribe to all or subset of cluster events
Add an additional tool in your regular debugging & monitoring workflow as an SRE to gauge the qualitative state and health of your cluster.
Trace through a specific job deployment as it upgrades from an evaluation to a deployment and uncover any blockers in the path for the scheduler.
Build a slack bot integration to send deploy notifications.