YuniKorn Concepts: Difference between revisions
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Revision as of 00:33, 14 December 2023
Internal
Plugin Mode
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.
Allocation
A core scheduler-level concept. 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.
Application
An application is assigned to a partition, there's an "applications" map in each partition. Can the same application assigned to two or more partitions at the same time?.
Application Metadata
Application ID
Looks in this order:
- Annotation "yunikorn.apache.org/app-id"
- Label "applicationId"
- ...
Queue Name
User
Tags
Groups
TaskGroups
OwnerReference
Usually a pod, designated by its UID.
Scheduling Policy Parameters
Application Task
For the Kubernetes implementations, Kubernetes pods are mapped onto YuniKorn Core Tasks, and the task ID is the pod UID.
A task may be the "originator" of the Application, if it's the first one seen for the application. If that is the case, it is considered "first pod"/"owner"/"driver".
Task Metadata
Application ID
TaskID
(same as the Pod ID)
Pod
Placeholder
TaskGroupName
Task Group
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().
Partition
The total "partition resource" is the sum of its nodes' "capacity" (node.GetCapacity(), which is the node's "total resource").
Each partition has a root queue, which is the start of the queue hierarchy per partition.
Configuration
Context
yunikorn-k8shim cache.Context
Resource
Quantity
Queue
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".