Current state: Under discussion
Discussion thread: here
JIRA: https://issues.apache.org/jira/browse/KAFKA-16891
Please keep the discussion on the mailing list rather than commenting on the wiki (wiki discussions get unwieldy fast).
The behavior of groups in Apache Kafka is more complicated and subtle than it first appears. To most users of Kafka, groups are synonymous with consumer groups. However, the "classic" consumer group protocol was extensible and there are several well-known extensions in use. For example, distributed workers in Kafka Connect also use groups as a coordination mechanism, and some applications such as schema registries have also built upon the consumer group protocol in interesting ways. These are all groups. Then, KIP-848 introduced the new consumer group protocol and modern consumer groups use this new protocol. KIP-932 introduces share groups, KIP-1071 (not yet adopted) introduces streams groups, and there may well be additional types of group in the future.
All of these types of groups share a namespace for group IDs, but the manner in which you administer a group depends upon its type.
Here’s an example of the complexity. If you start up a distributed Kafka Connect worker using the default configuration, it creates a group called "connect-cluster" . This is a group, but it’s not a consumer group. You can’t see this group in the list of consumer groups with the kafka-consumer-groups.sh tool, but if you try to describe a consumer group called "connect-cluster" or even use this group ID with a consumer, you get an error.
Here's another example. In Apache Kafka 3.8, if you use kafka-consumer-groups.sh --describe --group MYSHARE where the group is a share group, the output is Error: Consumer group 'MYSHARE' does not exist . That's probably OK, but it's interesting to see how it gets there.
First, the admin client uses the ConsumerGroupDescribe RPC which responds with error code GROUP_ID_NOT_FOUND (69) and an empty error message. Next, the admin client falls back to the pre-KIP-848 DescribeGroups RPC in case it's a classic consumer group. This responds with error code NONE (0) and returns the group status of Dead . It looks like a dead consumer group. There is no option of an error message in the protocol in this case, because the RPC doesn't support it.
So, the output seems kind of acceptable, but the tool actually thinks it's dealing with a dead consumer group. It would be better if the ConsumerGroupDescribe RPC failed in a straightforward way.
This KIP tries to resolve some of these situations and make it easier to work out what’s going on with the groups on a cluster.
Add the following methods on the org.apache.kafka.client.admin.AdminClient interface.
| Method signature | Description |
|---|---|
ListGroupsResult listGroups() | List the groups available in the cluster. |
ListGroupsResult listGroups(ListGroupsOptions options) | List the groups available in the cluster. |
Here are the method signatures:
/**
* List the groups available in the cluster with the default options.
*
* <p>This is a convenience method for {@link #listGroups(ListGroupsOptions)} with default options.
* See the overload for more details.
*
* @return The ListGroupsResult.
*/
default ListGroupsResult listGroups() {
return listGroups(new ListGroupsOptions());
}
/**
* List the groups available in the cluster.
*
* @param options The options to use when listing the groups.
* @return The ListGroupsResult.
*/
ListGroupsResult listGroups(ListGroupsOptions options); |
package org.apache.kafka.client.admin;
import org.apache.kafka.common.GroupType;
/**
* Options for {@link Admin#listGroups(ListGroupsOptions)}.
*
* The API of this class is evolving, see {@link Admin} for details.
*/
@InterfaceStability.Evolving
public class ListGroupsOptions extends AbstractOptions<ListGroupsOptions> {
/**
* If types is set, only groups of these types will be returned by listGroups().
* Otherwise, all groups are returned.
*/
public ListGroupsOptions withTypes(Set<GroupType> types) {
this.types = (types == null || types.isEmpty()) ? Collections.emptySet() : new HashSet<>(types);
return this;
}
/**
* Returns the list of group types that are requested or empty if no types have been specified.
*/
public Set<GroupType> types() {
return types;
}
} |
package org.apache.kafka.clients.admin;
/**
* This class implements the common APIs that are shared by results classes
* for various AdminClient commands for listing groups.
* <p>
* The API of this class is evolving, see {@link Admin} for details.
*/
@InterfaceStability.Evolving
public class AbstractListGroupsResult<T extends GroupListing> {
AbstractListGroupsResult(KafkaFuture<Collection<Object>> future);
/**
* Returns a future that yields either an exception, or the full set of group listings.
*/
public KafkaFuture<Collection<T>> all() {
}
/**
* Returns a future which yields just the valid listings.
*/
public KafkaFuture<Collection<T>> valid() {
}
/**
* Returns a future which yields just the errors which occurred.
*/
public KafkaFuture<Collection<Throwable>> errors() {
}
} |
package org.apache.kafka.clients.admin;
/**
* The result of the {@link Admin#listGroups(ListGroupsOptions)} call.
* <p>
* The API of this class is evolving, see {@link Admin} for details.
*/
@InterfaceStability.Evolving
public class ListGroupsResult extends AbstractListGroupsResult<GroupListing> {
ListGroupsResult(KafkaFuture<Collection<Object>> future) {
super(future);
}
} |
This is changed to extends AbstractListGroupsResult<ConsumerGroupListing> .
This is changed to extend AbstractListGroupsResult<ShareGroupListing> .
package org.apache.kafka.client.admin;
import org.apache.kafka.common.ShareGroupState;
/**
* A listing of a group in the cluster.
* <p>
* The API of this class is evolving, see {@link Admin} for details.
*/
@InterfaceStability.Evolving
public class GroupListing {
public GroupListing(String groupId, String protocol);
public GroupListing(String groupId, GroupType type, String protocol);
public GroupListing(String groupId, Optional<GroupType> type, String protocol);
/**
* The id of the group.
*/
public String groupId();
/**
* The group type.
*/
public Optional<GroupType> type();
/**
* The group protocol type.
*/
public String protocol();
} |
This class is modified to extend org.apache.kafka.clients.admin.GroupListing .
This class is modified to extend org.apache.kafka.clients.admin.GroupListing .
The following new exception is added to the org.apache.kafka.common.errors package corresponding to the new error code in the Kafka protocol.
InconsistentGroupTypeException - Indicates that the group exists but the group type is inconsistent with the operation.The error message in the RPCs gives more information about the failure.
This KIP adds the following error code to the Kafka protocol.
INCONSISTENT_GROUP_TYPE (value TBD) - Indicates that the group exists but the group type is inconsistent with the operation.This error code is used when the following RPCs are used with an existing group of the wrong type:
These RPCs are used by administrative tools and the new error code will help with the usability of the tools. Assuming that this KIP is delivered in the same release as KIP-848, no new RPC versions will be introduced to support the new error code. If this is not true, a new version of ConsumerGroupDescribe and ConsumerGroupHeartbeat would be required.
The remaining RPCs which work with consumer groups, such as ListOffsets and TxnOffsetCommit, continue to fail with GROUP_ID_NOT_FOUND if used against a group of the wrong type.
A new tool called kafka-groups.sh is introduced for listing and describing groups of any kind. It has the following options:
| Option | Description |
|---|---|
--bootstrap-server <String: server to connect to> | REQUIRED: The server(s) to connect to. |
--command-config <String: command config property file> | Property file containing configs to be passed to Admin Client. |
--consumer | Filters the groups based on group type and protocol in order to show consumer groups. |
--describe | Describe the details of the groups. |
--group-type <String: type> | Filters the groups based on group type. Valid types are: 'consumer' (consumer groups) and 'share' (share groups). |
--help | Print usage information. |
--list | List all groups. |
--protocol <String: protocol> | Filters the groups based on protocol type. |
--version | Display Kafka version. |
Note that --consumer actually matches all groups whose type is Consumer , and groups whose type is Classic and protocol type is "consumer", and also "simple" consumer groups whose type is Classic and protocol type is "" . The filtering is done in the kafka-groups.sh tool.
Here are some examples.
To list all of the groups:
$ bin/kafka-groups.sh --bootstrap-server localhost:9092 --list old-consumer-group new-consumer-group connect-cluster share-group schema-registry simple-consumer-group |
To describe all of the groups and their types:
$ bin/kafka-groups.sh --bootstrap-server localhost:9092 --describe GROUP TYPE PROTOCOL old-consumer-group Classic consumer new-consumer-group Consumer consumer connect-cluster Classic connect share-group Share share schema-registry Classic sr simple-consumer-group Classic |
To list all of the consumer groups:
$ bin/kafka-groups.sh --bootstrap-server localhost:9092 --list --consumer old-consumer-group new-consumer-group simple-consumer-group |
To describe all of the consumer groups:
$ bin/kafka-groups.sh --bootstrap-server localhost:9092 --describe --consumer GROUP TYPE PROTOCOL old-consumer-group Classic consumer new-consumer-group Consumer consumer simple-consumer-group Classic |
To describe all of the share groups:
$ bin/kafka-groups.sh --bootstrap-server localhost:9092 --describe --group-type share GROUP TYPE PROTOCOL share-group Share share |
For all operations which act on a single group, if that group exists but is not a consumer group, the command fails with a message indicating that the group type is incorrect, rather than the existing message that the group does not exist.
For example, if you try to describe a share group, the output will look like this:
$ bin/kafka-consumer-groups.sh --bootstrap-server localhost:9092 --describe --group SG1 Error: Group 'SG1' is not a consumer group. |
A new option --create is added to this tool to create a share group. If the share group exists, the command succeeds. If the group does not exist, the share group is created. The output in these cases is the same. If the group exists but it's not a share group, the command fails.
$ bin/kafka-share-groups.sh --bootstrap-server localhost:9092 --create --group NewShareGroup Share group 'NewShareGroup' created. $ bin/kafka-share-groups.sh --bootstrap-server localhost:9092 --create --group ExistingShareGroup Share group 'ExistingShareGroup' created. $ bin/kafka-share-groups.sh --bootstrap-server localhost:9092 --create --group ConsumerGroup Error: Group 'ConsumerGroup' is not a share group. |
Under the covers, it uses the AlterShareGroupOffsets RPC with an empty Topics array.
Also, for all operations which act on a single group, if that group exists but is not a share group, the command fails with a message indicating that the group type is incorrect, rather than the existing messages that the group does not exist.
For example, if you try to describe a consumer group, the output will look like this:
$ bin/kafka-share-groups.sh --bootstrap-server localhost:9092 --describe --group CG1 Error: Group 'CG1' is not a share group. |
This KIP introduces a command-line tool for displaying all of the groups and their types.
Next, it introduces a way to create a share group administratively. If you create Kafka resources such as topics as part of deploying an application, you can now create share groups in the same way.
Finally, in situations where command-line tools are used to administer a group of the wrong type, you’ll now be told the group type is wrong, rather than the group does not exist.
The KIP introduces a new tool called kafka-groups.sh to show all of the groups in a cluster, their types and the protocols they use. This lets you see consumer groups, share groups, Kafka Connect cluster groups, and any other custom groups all together. It doesn't replace the specific tools for the different types of group, but it does shed light on what's actually going on for administrators. Note that this does not require any changes to the Kafka protocol. The information is already available, but not directly accessible by the administrator.
The ListGroups RPC response returns three pieces of information for each group: group ID, type and protocol. For the common types of group, here is what they mean:
Type | Protocol | Meaning |
|---|---|---|
Classic |
| Consumer group with the "classic" consumer group protocol |
Classic | "" | "Simple" consumer group that has committed offsets only |
Consumer |
| Consumer group with the KIP-848 consumer group protocol |
Share |
| Share group |
Classic |
| Kafka Connect distributed worker cluster group |
Classic | Any other string | Other customization of "classic" consumer group protocol, such as a schema registry |
The new kafka-groups.sh tool makes all of this information available.
Groups are created dynamically on first use. For example, when you connect the first consumer in a consumer group, the group coordinator creates the group as a consumer group. This is convenient, but it does mean that you need to ensure that different types of group use distinct group IDs or the results will be unpredictable. This is because the group type depends upon how the group was created, whether it was a consumer group member, a distributed Kafka Connect cluster, or whatever.
Today, you can create a consumer group administratively before the first member joins by resetting the offsets, such as like this:
$ bin/kafka-consumer-groups.sh --bootstrap-server localhost:9092 --reset-offsets --to-latest --group CG1 --topic T1 --execute
That’s a slightly contorted way to create a consumer group, but it does already exist and it is known. As a result, this KIP does not introduce a new way to create consumer groups.
For share groups, a new --create option is added to the kafka-share-groups.sh tool to create a share group. You can use --reset-offsets in a similar way as consumer groups, but if you want to create a share group without specifying any topics, use --create instead. Note that the starting offset of a share group comes from the group's group.share.auto.offset.reset configuration property as introduced in KIP-932. This defaults to "latest" .
$ bin/kafka-share-groups.sh --bootstrap-server localhost:9092 --create --group SG1
A change to existing behavior is the error messages issued by the kafka-consumer-groups.sh and kafka-share-groups.sh tools when working with groups of the wrong type.
We also need to consider compatibility for the ListGroups RPC and the AdminClient.listGroups() method. ListGroups v5 introduces the TypesFilter in the request and the GroupType in the response. This KIP does not introduce a new version of the ListGroups RPC.
ListGroupOptions.withTypes() results in UnsupportedVersionException when the ListGroups request is serialized. (This is KIP-848 behavior.)TypesFilter that it does not support in a ListGroups v5 (or later) request, the filter is treated as unknown group type which thus matches no groups. (This is KIP-848 behavior.)GroupType.UNKNOWN . This is because the group type in the ListGroups RPC response cannot be parsed into a value of the GroupType enumeration, and the default value of UNKNOWN is used in these situations.The feature will be thoroughly tested with unit and integration tests.
None.