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356 changes: 356 additions & 0 deletions keps/257-Subgroup-leader-only/README.md
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# KEP-257: SubGroup Leader Only

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This is the title of your KEP. Keep it short, simple, and descriptive. A good
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<!-- toc -->
- [Summary](#summary)
- [Motivation](#motivation)
- [Goals](#goals)
- [Non-Goals](#non-goals)
- [Proposal](#proposal)
- [User Stories (Optional)](#user-stories-optional)
- [Story 1](#story-1)
- [Notes/Constraints/Caveats (Optional)](#notesconstraintscaveats-optional)
- [Risks and Mitigations](#risks-and-mitigations)
- [Design Details](#design-details)
- [Subgroup Creation](#subgroup-creation)
- [TPU Environment Injection](#tpu-environment-injection)
- [Test Plan](#test-plan)
- [Prerequisite testing updates](#prerequisite-testing-updates)
- [Unit tests](#unit-tests)
- [Integration tests](#integration-tests)
- [e2e tests](#e2e-tests)
- [Graduation Criteria](#graduation-criteria)
- [Implementation History](#implementation-history)
- [Drawbacks](#drawbacks)
- [Alternatives](#alternatives)
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## Summary

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This KEP aims to extend the SubGroup feature by adding an API field that defines the type of Subgroup that will be created. The existing version
will become "LeaderWorker", and a new type will be added to create a SubGroup that only includes the leader.


## Motivation

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There are cases where the resource requirements for the leader are different from the ones by the worker, while still being able to guarantee exclusive placement
on the workers. Having a leaderOnly subgroup means that the placement of the leader will be independent of the workers, and by adding the `subgroup-exclusive-topology`, the
workers can be guaranteed to be scheduled on the same topology.

### Goals

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Add an option to create a LeaderOnly subgroup, while still being able to create subgroups on the other workers. Therefore, it should be possible to do the following split:
(leader), (worker-1, worker-2), (worker-3, worker-4). If the desired effect is to have one subgroup for the leader, and one subgroup for the worker, subgroupSize should be set
to the number of workers (so size - 1).

### Non-Goals
This KEP assumes that the leader will not request TPU resources, and thus, subGroupSize will always be assumed to be an odd number. Moreover, no TPU environment variables will be
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Sorry, is this only work for TPU? I mean the exclusive annotation, I forgot it.

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Both TPU and GPU are supported for exclusive placement. I'll rephrase to be accelerator agnostic

injected on the leader.

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## Proposal

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### User Stories (Optional)

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#### Story 1
As a user, I should be able to create a subGroup that only includes the leader in order to be able to schedule the leader on a different topology while
still keeping exclusive topology on the workers.

### Notes/Constraints/Caveats (Optional)
As mentioned in Non-Goals, this KEP assumes that the leader does not request accelerator resources.

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## Design Details

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A new API field will be added under the SubGroupPolicy type. This API field will determine what type
of subgroup is desired. The default is LeaderWorker, which is the existing implementation of subgroup. `SubGroupSize`
will continue to be a required field, while `Type` will be optional.

```golang
type SubGroupPolicy struct {

// +kubebuilder:validation:Enum={LeaderWorker,LeaderAlone}
// +kubebuilder:default=LeaderWorker
Type SubGroupPolicyType `json:"subGroupPolicyType,omitempty"`

SubGroupSize *int32 `json:"subGroupSize,omitempty"`
}

type SubGroupPolicyType string

const (
SubGroupPolicyLeaderWorker SubGroupPolicyType = "LeaderWorker"

SubGroupPolicyLeaderAlone SubGroupPolicyType = "LeaderAlone"
)
```

A new annotation will be created to determine whether or not the subgroup type is LeaderAlone

* `leaderworkerset.sigs.k8s.io/subgroup-policy-type`

This annotation will only be injected in the leader pod.

In order to keep backwards compatability, it will only be added if the type is `LeaderAlone`.

### Subgroup Creation
Implementation wise, the only change needed is to not add the SubGroup labels on the leader if the SubGroupType is LeaderAlone. Effectively, this means
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The indexing within the group will be different now. Currently we don't define an index within the group, we do it only for tpuWorkerId, and this should be calculated differently now to exclude the leader: https://github.com/kubernetes-sigs/lws/blob/main/pkg/utils/accelerators/tpu.go#L113, right?

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We already do this when the leader doesn't request TPU resources https://github.com/kubernetes-sigs/lws/blob/main/pkg/utils/accelerators/tpu.go#L115-L117

that the leader is not part of a subgroup at all. The only point of a pod being in a subgroup is to guarantee exclusive placement with the other pods
in the subgroup. However, since this is a one pod subgroup, there is no use case for injecting the subgroup labels on the leader.


```golang
func (p *PodWebhook) Default() {
if foundSubGroupSize && pod.Labels[leaderworkerset.SubGroupIndexLabelKey] == "" && !leaderOnlySubGroup {
pod.Labels[leaderworkerset.SubGroupIndexLabelKey] = "0"
subGroupUniqueKey := genGroupUniqueKey(pod.Name, "0")
pod.Labels[leaderworkerset.SubGroupUniqueHashLabelKey] = subGroupUniqueKey
if subEpKey, foundSubEpKey := pod.Annotations[leaderworkerset.SubGroupExclusiveKeyAnnotationKey]; foundSubEpKey {
SetExclusiveAffinities(pod, subGroupUniqueKey, subEpKey, leaderworkerset.SubGroupUniqueHashLabelKey)
}
}
}
```

### TPU Environment Injection
When injecting TPU environment variables, we will keep the same logic that exists for when the leader doesn't request TPU resources.

### Test Plan

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[X] I/we understand the owners of the involved components may require updates to
existing tests to make this code solid enough prior to committing the changes necessary
to implement this enhancement.

##### Prerequisite testing updates

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##### Unit tests


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##### Integration tests

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### Graduation Criteria

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## Implementation History

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## Drawbacks

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## Alternatives
Original implementation was to have the leader have the subGroupIndex be 0, and shift all other subGroup indices are moved one to the right.

```golang
if leaderOnly {
return fmt.Sprint(((workerIndex - 1) / subGroupSize) + 1)
}
```

This implementation also requires to shift the subGroupIndex back to the left when injecting TPU environment variables

```golang
// Take worker 1 as an example with subGroupSize set to 2. It will now have subGroupIndex set to 1, which means that the start will be 3, and end will be 4.
// Need to shift it down by 1 for the calculation to still work out.
if leaderOnlyType && subGroupIndex != 0 {
subGroupIndex -= 1
}
start := subGroupSize*subGroupIndex + 1
end := subGroupSize * (subGroupIndex + 1)
```

Since there is no use case for having the leaderPod on its own subgroup, this implementation was scratched as it adds unnecessary complexity


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17 changes: 17 additions & 0 deletions keps/257-Subgroup-leader-only/kep.yaml
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title: Controller Revision
kep-number: 238
authors:
- edwinhr716
status: implementable
creation-date: 2025-02-27
reviewers:
- kerthcet
- ahg-g
approvers:
- kerthcet
- ahg-g

# The most recent milestone for which work toward delivery of this KEP has been
# done. This can be the current (upcoming) milestone, if it is being actively
# worked on.
latest-milestone: "v0.6.0"