Showing posts with label ci & cd. Show all posts
Showing posts with label ci & cd. Show all posts

Saturday 19 January 2019

Understanding Updates Rollout in Continuous Deployment

As we discussed in the << Purposed Model of continuous integration & deployment >> post about the process that how a developer performs code change/fix, how it gets propagated to the pipeline, how this become part of delivery & deployment.
In continuation to that there arises a point of how an update is rolled out, what are the possible ways to do that & how that can be benefited?

Let's start the journey with a possible deployment architecture explaining that how an update is rolled out:

Note: Here in this deployment example we will consider a replica set of 3 identical pods having same image i.e. "hello1".
  • An update of new image is available from the container registry, this needs to be rolled out in the deployment.

  • Now we have a new updated image say "hello2". In this case we will tell our kubernetes master to create a second replica set that will have containers with image "hello2".


  • You will notice that with creation of 2nd replica set the service pointing to replica set (1) will gradually start pointing to replica set (2) pods.


  • First replica set pods will start decreasing & second replica set pods will increase.



Note: At most in this deployment we will have 4 pods at a time & at least 3 pods.




  • Finally you will observe all 3 pods of replica set (2) are created & you are left with last POD of replica set (1) that too will be vanished soon.

  • Finally the new image version is rolled out



References:

Enjoy :-)

Details about Canary Deployment

About Canary Deployment:

  • Definition: Canary deployments are a pattern for rolling out releases to a subset of users or servers. The idea is to first deploy the change to a small subset of servers, test it, and then roll the change out to the rest of the servers
  • This means when i have to deploy an update in production, i can do this by canary way. This will allow me to deploy the change in production but only to a subset of servers. So by this way we subset of users can test the new update & report if any issue occurs. If all goes well than the update can be rolled out completely.




How to switch the traffic to from old version to new version?

This can be made possible with blue-green deployment. More info Understanding blue-green deployment.

References:
Enjoy :-)