Skip to main content
Version: 1.5.1

Partition and Queue Configuration

The basis for the queue configuration is given in the configuration design document.

This document provides the generic queue configuration. It references both the Access Control Lists and Placement rules documentation.

This document explains how to create the partition and queue configuration for the scheduler with examples.

The scheduler relies on the shim to reliably provide user information as part of the application submission. The current shim identifies the user and the groups the user belongs to using the methodology provided in User & Group Resolution.

Configuration​

The configuration file for the scheduler that is described here only provides the configuration for the partitions and queues.

By default the scheduler reads the ConfigMap section queues.yaml for partition and queue configuration. The section name can be changed by updating the service.policyGroup ConfigMap entry to be something other than queues.

The example reference for the configuration is located in the scheduler core's queues.yaml file.

Partitions​

Partitions are the top level of the scheduler configuration. There can be more than one partition defined in the configuration.

Basic structure for the partition definition in the configuration:

partitions:
  - name: <name of the 1st partition>
  - name: <name of the 2nd partition>

The default name for the partition is default. The partition definition contains the full configuration for the scheduler for a particular shim. Each shim uses its own unique partition.

The partition must have at least the following keys defined:

The queues configuration is explained below.

Optionally the following keys can be defined for a partition:

Placement rules and limits are explained in their own chapters

The nodesortpolicy key defines the way the nodes are sorted for the partition. Details on the values that can be used are in the sorting policy documentation.

The preemption key can have only one sub key: enabled. This boolean value defines the preemption behavior for the whole partition.

The default value for enabled is true. Allowed values: true or false, any other value will cause a parse error.

Example partition yaml entry with a nodesortpolicy of fair and preemption disabled:

partitions:
  - name: <name of the partition>
    nodesortpolicy: fair
    preemption:
      enabled: false

NOTE: Currently the Kubernetes unique shim does not support any other partition than the default partition.. This has been logged as an jira for the shim.

Queues​

YuniKorn manages resources by leveraging resource queues. The resource queue has the following characters:

  • queues can have hierarchical structure
  • each queue can be preset with min/max capacity where min-capacity defines the guaranteed resource and the max-capacity defines the resource limit (aka resource quota)
  • tasks must be running under a certain leaf queue
  • queues can be static (loading from configuration file) or dynamical (internally managed by YuniKorn)
  • queue level resource fairness is enforced by the scheduler
  • a job can only run under a specific queue
info

The difference between YuniKorn queue and Kubernetes namespace: Kubernetes namespace provides the scope for the Kubernetes resources, including the security context (i.e who can access the objects), and resource boundary when resource quota is defined (i.e how many resources can be used by the objects). On the other hand, YuniKorn queue is only used how many resources can be used by a group of jobs, and in which order. It provides a more fine-grained control on resource sharing across multiple tenants with considering of resource fairness, job ordering, etc. In most of the cases, YuniKorn queue can be used to replace the namespace resource quota, in order to provide more scheduling features.

The queues entry is the main configuration element. It defines a hierarchical structure for the queues.

It can have a root queue defined but it is not a required element. If the root queue is not defined the configuration parsing will insert the root queue for consistency. The insertion of the root queue is triggered by:

  • If the configuration has more than one queue defined at the top level a root queue is inserted.
  • If there is only one queue defined at the top level and it is not called root a root queue is inserted.

The defined queue or queues will become a child queue of the inserted root queue.

Basic queues yaml entry with sub queue:

queues:
- name: <name of the queue>
  queues:
  - name: <name of the queue>

Supported parameters for the queues:

Each queue must have a name. The name of a queue must be unique at the level that the queue is defined. Since the queue structure is fully hierarchical queues at different points in the hierarchy may have the same name. As an example: the queue structure root.testqueue and root.parent.testqueue is a valid structure. A queue cannot contain a dot "." character as that character is used to separate the queues in the hierarchy. If the name is not unique for the queue in the configuration or contains a dot a parsing error is generated and the configuration is rejected.

Queues in the structure will automatically get a type assigned. The type of the queue is based on the fact that the queue has children or sub queues. The two types of queues are:

  • parent
  • leaf

Applications can only be assigned to a leaf queue. A queue that has a child or sub queue in the configuration is automatically a parent queue. If a queue does not have a sub the queue in the configuration it is a leaf queue, unless the parent parameter is set to true. Trying to override a parent queue type in the configuration will cause a parsing error of the configuration.

Sub queues for a parent queue are defined under the queues entry. The queues entry is a recursive entry for a queue level and uses the exact same set of parameters.
The maxapplications property is an integer value, larger than 1, which allows you to limit the number of running applications for the queue. Specifying a zero for maxapplications is not allowed as it would block all allocations for applications in the queue. The maxapplications value for a child queue must be smaller or equal to the value for the parent queue.

The properties section contains simple key/value pairs. This is used for further queue customization of features such as application sorting and priority scheduling. Future features will use the exisitng properties section as well to avoid the need to define a new structure for queue configuration.

Access to a queue is set via the adminacl for administrative actions and for submitting an application via the submitacl entry. ACLs are documented in the Access control lists document.

Queue resource limits are set via the resources parameter. User and group limits are set via the limits parameter. As both entries are complex configuration entries they are explained in resources and limits below.

An example configuration of a queue root.namespaces as a parent queue with limits:

partitions:
  - name: default
    queues:
      - name: namespaces
        parent: true
        maxapplications: 12
        resources:
          guaranteed:
            {memory: 1G, vcore: 10}
          max:
            {memory: 10G, vcore: 100}
        queues:
          - name: level1
            maxapplications: 8
            resources:
              guaranteed:
                {memory: 500M, vcore: 5}
              max:
                {memory: 5G, vcore: 50}

Placement rules​

The placement rules are defined and documented in the placement rule document.

Each partition can have only one set of placement rules defined. If no rules are defined, provided rule will be applied. Each application must have a queue set on submit.

Limits​

Limits define a set of limit objects for a queue, and can be set on a queue at any level.

limits:
  - limit: <description>
  - limit: <description>

A limit object is a complex configuration object. It defines one limit for a set of users and or groups. Multiple independent limits can be set as part of one limits entry on a queue. Users and or groups that are not part of the limit setting will not be limited.

A sample limits entry:

limits:
  - limit: <description>
    users:
    - <user name or "*">
    - <user name>
    groups:
    - <group name or "*">
    - <group name>
    maxapplications: <1..maxint>
    maxresources:
      <resource name 1>: <0..maxint>[suffix]
      <resource name 2>: <0..maxint>[suffix]

Limits are applied recursively in the case of a queue limit. This means that a limit on the root queue is an overall limit in the cluster for the user or group. A root queue limit is thus also equivalent with the partition limit.

The limit object parameters:

  • limit
  • users
  • groups
  • maxapplications
  • maxresources

The limit parameter is an optional description of the limit entry. It is not used for anything but making the configuration understandable and readable.

The users and groups that can be configured can be one of two types:

  • a star "*"
  • a list of users or groups.

If the entry for users or groups contains more than one (1) entry it is always considered a list of either users or groups. The star "*" is the wildcard character and matches all users or groups. Duplicate entries in the lists are ignored and do not cause a parsing error. Specifying a star beside other list elements is not allowed. When a wildcard group is configured, a limit must be configured with at least one named group. Parsing will reject the configuration with limits that do not follow this rule.

maxapplications is an unsigned integer value, which allows you to limit the number of running applications for the configured user or group. Specifying 0 for maxapplications is not allowed.

The maxresources parameter can be used to specify a limit for one or more resources. The maxresources uses the same syntax as the resources parameter for the queue. Resources that are not specified in the list are not limited. A resource limit can be set to 0. This prevents the user or group from requesting the specified resource even though the queue or partition has that specific resource available.
Specifying an overall resource limit of zero is not allowed. This means that at least one of the resources specified in the limit must be greater than zero.

If a resource is not available on a queue the maximum resources on a queue definition should be used. Specifying a limit that is effectively zero, maxapplications is zero and all resource limits are zero, is not allowed and will cause a parsing error.

A limit is per user or group. It is not a combined limit for all the users or groups together.

As an example:

limit: "example entry"
maxapplications: 10
users:
- sue
- bob

In this case both the users sue and bob are allowed to run 10 applications.

Properties​

Additional queue configuration can be added via the properties section, specified as simple key/value pairs. The following parameters are currently supported:

application.sort.policy​

Supported values: fifo, fair, stateaware

Default value: fifo

Sets the policy to be used when sorting applications within a queue. This setting has no effect on a parent queue.

NOTE: The stateaware policy is deprecated in YuniKorn 1.5.0 and will be removed from YuniKorn 1.6.0, where it will be treated as an alias for fifo.

See the documentation on application sorting for more information.

application.sort.priority​

Supported values: enabled, disabled

Default value: enabled

When this property is enabled, priority will be considered when sorting queues and applications. Setting this value to disabled will ignore priorities when sorting. This setting can be specified on a parent queue and will be inherited by child queues.

NOTE: YuniKorn releases prior to 1.2.0 did not support priorities when sorting. To keep the legacy behavior, set application.sort.priority to disabled.

priority.policy​

Supported values: default, fence

Default value: default

Sets the inter-queue priority policy to use when scheduling requests.

NOTE: This value is not inherited by child queues.

By default, priority applies across queues globally. In other words, higher-priority requests will be satisfied prior to lower-priority requests regardless of which queue they exist within.

When the fence policy is in use on a queue, the priorities of child queues (in the case of a parent queue) or applications (in the case of a leaf queue) will not be exposed outside the fence boundary.

See the documentation on priority support for more information.

priority.offset​

Supported values: any positive or negative 32-bit integer

Default value: 0

Adjusts the priority of the queue relative to it's siblings. This can be useful to create high or low-priority queues without needing to set every task's priority manually.

NOTE: This value is not inherited by child queues.

When using the default priority policy, the queue's priority is adjusted up or down by this amount.

When using the fence policy, the queue's priority is always set to the offset value (in other words, the priorities of tasks in the queue are ignored).

See the documentation on priority support for more information.

preemption.policy​

Supported values: default, fence, disabled

Default value: default

When using the default preemption policy, preemption is enabled for the queue.

When using the fence preemption policy, tasks running in or below the queue on which the property is set cannot preempt tasks outside the queue tree.

When using the disabled preemption policy, tasks running within the queue can't be victims.

preemption.delay​

Supported values: any positive Golang duration string

Default value: 30s

The property can only be set on a leaf queue. A queue with pending requests can only trigger preemption after it has been in the queue for at least this duration.

Resources​

The resources entry for the queue can set the guaranteed and or maximum resources for a queue. Resource limits are checked recursively. The usage of a leaf queue is the sum of all assigned resources for that queue. The usage of a parent queue is the sum of the usage of all queues, leafs and parents, below the parent queue.

The root queue, when defined, cannot have any resource limit set. If the root queue has any limit set a parsing error will occur. The maximum resource limit for the root queue is automatically equivalent to the cluster size. There is no guaranteed resource setting for the root queue.

Maximum resources when configured place a hard limit on the size of all allocations that can be assigned to a queue at any point in time. A maximum resource can be set to 0 which makes the resource not available to the queue. Guaranteed resources are used in calculating the share of the queue and during allocation. It is used as one of the inputs for deciding which queue to give the allocation to. Preemption uses the guaranteed resource of a queue as a base which a queue cannot go below.

Basic resources yaml entry:

resources:
  guaranteed:
    <resource name 1>: <0..maxint>[suffix]
    <resource name 2>: <0..maxint>[suffix]
  max:
    <resource name 1>: <0..maxint>[suffix]
    <resource name 2>: <0..maxint>[suffix]

Resources that are not specified in the list are not limited, for max resources, or guaranteed in the case of guaranteed resources.

An optional suffix may be specified for resource quantities. Valid suffixes are k, M, G, T, P, and E for SI powers of 10, and Ki, Mi, Gi, Ti, Pi, and Ei for SI powers of 2. Additionally, resources of type vcore may have a suffix of m to indicate millicores. For example, 500m is 50% of a vcore. Units of type memory are interpreted in bytes by default. All other resource types have no designated base unit.

Note that this is a behavioral change as of YuniKorn 1.0. Prior versions interpreted memory as units of 1000000 (1 million) bytes and vcore as millicores.

Child Template​

The parent queue can provide a template to define the behaviour of dynamic leaf queues below it. A parent queue having no child template inherits the child template from its parent if that parent has one defined. A child template can be defined at any level in the queue hierarchy on a queue that is of the type parent.

The supported configuration in template are shown below.

  1. application sort policy
  2. max resources
  3. guaranteed resources
  4. max applications

As an example:

 partitions:
   - name: default
     placementrules:
       - name: provided
         create: true
     queues:
       - name: root
         submitacl: '*'
         childtemplate:
           maxapplications: 10
           properties:
             application.sort.policy: fifo
           resources:
             guaranteed:
               vcore: 1
               memory: 1G
             max:
               vcore: 20
               memory: 600G
         queues:
           - name: parent
             parent: true
             childtemplate:
               resources:
                 max:
                   vcore: 21
                   memory: 610G
           - name: notemplate
             parent: true

In this case, root.parent.sales will directly use the child template of parent queue root.parent. By contrast, root.notemplate.sales will use the child template set on the queue root since its parent queue root.notemplate inherits the child template from the queue root.