Kafka
- By Canonical Data Platform
- Databases
Channel | Revision | Published | Runs on |
---|---|---|---|
3/stable | 156 | 27 Feb 2024 | |
3/candidate | 156 | 27 Feb 2024 | |
3/beta | 156 | 27 Feb 2024 | |
3/edge | 180 | 19 Aug 2024 |
juju deploy kafka --channel 3/stable
Deploy universal operators easily with Juju, the Universal Operator Lifecycle Manager.
Platform:
How to upgrade between minor versions
Note This feature is available on Charmed Kafka and Charmed ZooKeeper from revisions 134 and 103, respectively. Upgrade from previous versions is not supported, although possible (see e.g. here for a custom example).
Charm upgrades can include both upgrades of operator code (e.g. the revision used by the charm) and/or the workload version. Note that since the charm code pins a particular version of the workload, a charm upgrade may or may not involve also a workload version upgrade. In general, the following guide only applies for in-place upgrades that involve (at most) minor version upgrade of Kafka workload, e.g. between Kafka 3.4.x to 3.5.x. Major workload upgrades are generally NOT SUPPORTED, and they should be carried out using full cluster-to-cluster migrations. Please refer to the how-to guide about cluster migration how-to guide about cluster migration for more information on how this can be achieved.
Perform other extraordinary operations on the Kafka cluster while upgrading is not supported. As an example, these may be (but not limited to) the following:
- Adding or removing units
- Creating or destroying new relations
- Changes in workload configuration
- Upgrading other connected applications (e.g. ZooKeeper)
The concurrency with other operations is not supported, and it can lead the cluster into inconsistent states.
Minor upgrade process overview
When performing an in-place upgrade process, the full process is composed by the following high-level steps:
- Collect all necessary pre-upgrade information, necessary for a rollback (if ever needed)
- Prepare the charm for the in-place upgrade, by running some preparatory tasks
- Upgrade the charm and/or the workload. Once started, all units in a cluster will refresh the charm code and undergo a workload restart/update. The upgrade will be aborted if the unit upgrade has failed, requiring the admin user to rollback.
- Post-upgrade checks to make sure all units are in the proper state and the cluster is healthy.
Step 1: Collect
The first step is to record the revisions of the running application, as a safety measure for a rollback action if needed. To accomplish this, simply run the juju status
command and look for the revisions of the deployed Kafka and ZooKeeper applications. You can also retrieve this with the following command (that requires yq
to be installed):
KAFKA_CHARM_REVISION=$(juju status --format json | yq .applications.<KAFKA_APP_NAME>.charm-rev)
ZOOKEEPER_CHARM_REVISION=$(juju status --format json | yq .applications.<ZOOKEEPER_APP_NAME>.charm-rev)
Please fill <KAFKA_APP_NAME>
and <ZOOKEEPER_APP_NAME>}
placeholder appropriately, e.g. kafka
and zookeeper
.
Step 2: Prepare
Before upgrading, the charm needs to perform some preparatory tasks to define the upgrade plan.
To do so, run the pre-upgrade-check
action against the leader unit:
juju run kafka/leader pre-upgrade-check
Make sure that the output of the action is successful.
Note: This action must be run before Charmed Kafka upgrades.
The action will also configure the charm to minimize high-availability reduction and ensure a safe upgrade process. After successful execution, the charm is ready to be upgraded.
Step 3: Upgrade
Use the juju refresh
command to trigger the charm upgrade process.
Note that the upgrade can be performed against:
-
selected channel/track, therefore upgrading to the latest revision published on that track
juju refresh kafka --channel 3/edge
-
selected revision
juju refresh kafka --revision=<REVISION>
-
a local charm file
juju refresh kafka --path ./kafka_ubuntu-22.04-amd64.charm
When issuing the commands, all units will refresh (i.e. receive new charm content), and the upgrade charm event will be fired. The charm will take care of executing an update (if required) and a restart of the workload one unit at a time to not lose high-availability.
Note On Juju<3.4.4, the refresh operation may transitively fail because of this issue on Juju. The failure will resolve itself and the upgrade process will resume normally in few minutes (as soon as the new charm has been downloaded and the upgrade events are appropriately emitted.
The upgrade process can be monitored using juju status
command, where the message of the units will provide information about which units have been upgraded already, which unit is currently upgrading and which units are waiting for the upgrade to be triggered, as shown below:
...
App Version Status Scale Charm Channel Rev Exposed Message
kafka active 3 kafka 3/stable 147 no
Unit Workload Agent Machine Public address Ports Message
...
kafka/0 active idle 3 10.193.41.131 Other units upgrading first...
kafka/1* active idle 4 10.193.41.109 Upgrading...
kafka/2 active idle 5 10.193.41.221 Upgrade completed
...
Failing upgrade
Before upgrading the unit, the charm will check whether the upgrade can be performed, e.g. this may mean:
- Checking that the upgrade from the previous charm revision and Kafka version is possible.
- Checking that other external applications that Kafka depends on (e.g. ZooKeeper) are running the correct version.
Note that these checks are only possible after a refresh of the charm code, and therefore cannot be done upfront (e.g. during the pre-upgrade-checks
action).
If some of these checks fail, the upgrade will be aborted. When this happens, the workload may still be operating (as only the operator may have failed) but we recommend to rollback the upgrade as soon as possible.
To roll back the upgrade, re-run steps 2 and 3, using the revision taken in step 1, i.e.
juju run kafka/leader pre-upgrade-check
juju refresh kafka --revision=${KAFKA_CHARM_REVISION}
We strongly recommend to also retrieve the full set of logs with juju debug-log
, to extract insights on why the upgrade failed.
ZooKeeper upgrade
Although the previous steps focused on upgrading Kafka, the same process can also be applied to ZooKeeper. However, for revisions prior to XXX, a patch needs to be applied before running the aforementioned process. The ZooKeeper process, as part of its operations, overwrites the zoo.cfg
pinning the snap revision for the dynamicConfigFile
. This may create problems in the upgrade if snapd
removes the previous revision once the snap is refreshed. To prevent this, it is sufficient to replace the <SNAP_REVISION>
with current
.
To do so, on each unit, first apply the patch:
juju exec -u zookeeper/<UNIT_ID> 'sed -i "s#dynamicConfigFile=/var/snap/charmed-zookeeper/[0-9]*#dynamicConfigFile=/var/snap/charmed-zookeeper/current#g" /var/snap/charmed-zookeeper/current/etc/zookeeper/zoo.cfg'
and then restart the service
juju exec -u zookeeper/<UNIT_ID> 'snap restart charmed-zookeeper`
Check that the server has started correctly, and then apply the patch to the next unit.
Once all the units have been patched, proceed with the upgrade process, as outlined above.
Kafka and ZooKeeper combined upgrades
If Kafka and ZooKeeper charms need both to be upgraded, we recommend you to start the upgrade from the ZooKeeper cluster. As outlined above, the two upgrades should NEVER be done concurrently.