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Status
Current state: Draft
Discussion thread: here
JIRA: TBDhere
Please keep the discussion on the mailing list rather than commenting on the wiki (wiki discussions get unwieldy fast).
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Kafka exposes many pluggable points API for users to bring their custom plugins. For complex and critical plugins it's important to have metrics to monitor their behavior. Plugins can use the Metrics class from the Kafka API but when creating a new Metrics instance , it does not inherits the tags from the component it depends on (for example from a producer for a custom partitioner), or the registered metrics reporters. As most plugins are configurable, a workaround is to reimplement the tags and metric reporters logic and in some case for tags too but that is cumbersome.
This issue also applies to connectors and tasks in Kafka Connect. For example MirrorMaker2 creates its own Metrics object and has logic to add the metric reporters from the configuration.
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For client and server side plugins, I propose introducing a new interface Monitorable
. If a plugin implements this interface, withMetrics()
will be called when the plugin is instantiated (after configure()
if the plugin also implements Configurable
). This will allow the plugin to adds its own metrics to the existing Metrics
instance from the component (producer, consumer, etc) that initiated it.
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package org.apache.kafka.common.metrics; public interface Monitorable { /** * Get the Metrics instance from the client that instantiates the plugin. */ void withMetrics(Metrics Metrics); } |
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For connectors and tasks, I propose adding a metrics(Metrics metrics)
method to the SinkConnectorContext
, SourceConnectorContext
, SinkTaskContext
and SourceTaskContext
interfaces.
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When instantiating a class via the Utils.newInstance()
helper methods, if it implements Monitorable
and a Metrics
object is available, withMetrics()
will be called with the current Metrics
instance. It will be always called after configure()
. Metrics registered by plugins will inherit the prefix/namespace from the current Metrics
instance, these are: kafka.producer, kafka.consumer, kafka.connect, kafka.streams and kafka.server. Metrics reporters will be able to implement the Monitorable interface as they are created before the Metrics instance.
MirrorSourceConnector and MirrorCheckpointConnector currently register metrics using the kafka.connect.mirror
prefix/namespace. If we update them with this proposal, their metrics will be renamed, for example from kafka.connect.mirror:type=MirrorSourceConnector
to kafka.connect:type=MirrorSourceConnector
. This KIP will not update them.
Compatibility, Deprecation, and Migration Plan
This is a new feature so it has no impact on deprecation and does not need a migration plan. Regarding compatibility, plugins and connectors that start using this feature will have to handle Metrics not being available to support older broker/client/Connect versions. For regular plugins they should be able to function without a call to withMetrics(), for connectors and tasks they should handle the metrics() method returning null when deployed on an older runtime.
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