YuniKorn Concepts: Difference between revisions
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* A namespace can have a "queue" if annotated with "yunikorn.apache.org/queue". A namespace can have a "parent queue" is annotated with "yunikorn.apache.org/parentqueue". | * A namespace can have a "queue" if annotated with "yunikorn.apache.org/queue". A namespace can have a "parent queue" is annotated with "yunikorn.apache.org/parentqueue". | ||
* An allocation can be in one of two states ("Pending" and "In-Progress"). A pending allocation is one which has been decided upon by YuniKorn but has not yet been communicated to the default scheduler via PreFilter()/Filter(). Once PreFilter()/Filter() pass, the allocation transitions to "In-Progress" to signify that the default scheduler is responsible for fulfilling the allocation. Once PostBind() is called in the plugin to signify completion of the allocation, it is removed. | * An allocation can be in one of two states ("Pending" and "In-Progress"). A pending allocation is one which has been decided upon by YuniKorn but has not yet been communicated to the default scheduler via PreFilter()/Filter(). Once PreFilter()/Filter() pass, the allocation transitions to "In-Progress" to signify that the default scheduler is responsible for fulfilling the allocation. Once PostBind() is called in the plugin to signify completion of the allocation, it is removed. | ||
=Resource Manager (RM)= | =Resource Manager (RM)= |
Revision as of 21:57, 18 January 2024
Internal
YuniKorn Core
Kuberentes Implementation
- A namespace can have a "queue" if annotated with "yunikorn.apache.org/queue". A namespace can have a "parent queue" is annotated with "yunikorn.apache.org/parentqueue".
- An allocation can be in one of two states ("Pending" and "In-Progress"). A pending allocation is one which has been decided upon by YuniKorn but has not yet been communicated to the default scheduler via PreFilter()/Filter(). Once PreFilter()/Filter() pass, the allocation transitions to "In-Progress" to signify that the default scheduler is responsible for fulfilling the allocation. Once PostBind() is called in the plugin to signify completion of the allocation, it is removed.
Resource Manager (RM)
YuniKorn communicates with various implementation of resource management systems (Kubernetes, YARN) via a standard interface defined in the yunikorn-scheduler-interface
package.
Task
Node
Can a node be declared to be part of a partition with the "si/node-partition" label? It seems that the node Attributes partially come from the node labels.
In the Kubernetes implementation, the node is first added, then updated.
As part of handling the RMNodeUpdateEvent
, RMProxy
calls callback.UdpateNode()
.
Configuration
Context
yunikorn-k8shim cache.Context
Resource
Quantity
Reservation
Manual Scheduling
Policy Group
Set in the scheduler when a new resource manager is registered.
Gang Scheduling
Gang scheduling style can be "hard" (the application will fail after placeholder timeout) or "soft" (after the timeout the application will be scheduled as a normal application).
Organizatorium
1
When a new pod annotated with schedulerName: yunikorn
needs scheduling, the API server (admission controller (?)) calls the "admission-webhook.yunikorn.mutate-pods" webhook with a POST https://yunikorn-admission-controller-service.yunikorn.svc:443/mutate?timeout=10s.
Service "yunikorn-admission-controller-service"
When running locally, the service does not get deployed, yet the pods get scheduled. This is how: there's a Kubernetes mechanism involving "informers" that periodically updates the state of the resources is interested in. There are "update", "add" and "delete" notifications. When a new pod shows up, general.Manager.AddPod()
is invoked, which creates and Application and Task using the pod metadata → PodEventHandler.addPod()
→ cache.Context.AddApplication()
. At the same time, there's the main KubernetesShim scheduling loop that finds the new application and so the scheduling process begins.