The plugin extender can be used only with the external scheduler.
The simulator has the concept "Plugin Extenders" which allows you to:
- export plugin's internal state more
- change specific behaviours on particular plugin by injecting the result
- etc...
(Note that it's not related to the scheduler's webhook-based extension which is also called "extender". (Sorry for the confusing name 😅))
The Plugin Extenders has BeforeXXX and AfterXXX for each extension point. (XXX = any extension points. e.g., Filter, Score..etc)
For example, BeforeFilter is literally called before Filter plugin,
and AfterFilter func is called after Filter plugin.
There are multiple interfaces named XXXXPluginExtender.
// FilterPluginExtender is the extender for Filter plugin.
type FilterPluginExtender interface {
// BeforeFilter is a function that runs before the Filter method of the original plugin.
// If BeforeFilter returns non-success status, the simulator plugin doesn't run the Filter method of the original plugin and return that status.
BeforeFilter(ctx context.Context, state *framework.CycleState, pod *v1.Pod, nodeInfo *framework.NodeInfo) *framework.Status
// AfterFilter is a function that is run after the Filter method of the original plugin.
// A Filter of the simulator plugin finally returns the status returned from AfterFilter.
AfterFilter(ctx context.Context, state *framework.CycleState, pod *v1.Pod, nodeInfo *framework.NodeInfo, filterResult *framework.Status) *framework.Status
}Each PluginExtender can have SimulatorHandle, and you can export some internal state through SimulatorHandle.
Example:
func (e *noderesourcefitPreFilterPluginExtender) AfterPreFilter(ctx context.Context, state *framework.CycleState, pod *v1.Pod, preFilterResult *framework.PreFilterResult, preFilterStatus *framework.Status) (*framework.PreFilterResult, *framework.Status) {
// see ./sample/extender/extender.go
//...
e.handle.AddCustomResult(pod.Namespace, pod.Name, "noderesourcefit-prefilter-data", prefilterData)
}If you use the above extender,
each Pod will get "noderesourcefit-prefilter-data": prefilterData annotation in each scheduling like other scheduling results.
Currently, the plugin extender can be used only in the external scheduler.
You can use debuggablescheduler.WithPluginExtenders option in debuggablescheduler.NewSchedulerCommand
to enable some PluginExtender in particular plugin.
func main() {
command, cancelFn, err := debuggablescheduler.NewSchedulerCommand(
debuggablescheduler.WithPluginExtenders(noderesources.Name, extender.New),
)
if err != nil {
klog.Info(fmt.Sprintf("failed to build the scheduler command: %+v", err))
os.Exit(1)
}
code := cli.Run(command)
cancelFn()
os.Exit(code)
}We have the sample plugin extender implementation in ./sample/extender.
Please follow this to see how this sample plugin extender works with the external scheduler.
You will see each Pod gets noderesourcefit-prefilter-data annotation along with other scheduling results like this:
kind: Pod
apiVersion: v1
metadata:
name: pod-8ldq5
namespace: default
annotations:
noderesourcefit-prefilter-data: >-
{"MilliCPU":100,"Memory":17179869184,"EphemeralStorage":0,"AllowedPodNumber":0,"ScalarResources":null}
scheduler-simulator/bind-result: '{"DefaultBinder":"success"}'
scheduler-simulator/filter-result: >-
{"node-282x7":{"AzureDiskLimits":"passed","EBSLimits":"passed","GCEPDLimits":"passed","InterPodAffinity":"passed","NodeAffinity":"passed","NodeName":"passed","NodePorts":"passed","NodeResourcesFit":"passed","NodeUnschedulable":"passed","NodeVolumeLimits":"passed","PodTopologySpread":"passed","TaintToleration":"passed","VolumeBinding":"passed","VolumeRestrictions":"passed","VolumeZone":"passed"},"node-gp9t4":{"AzureDiskLimits":"passed","EBSLimits":"passed","GCEPDLimits":"passed","InterPodAffinity":"passed","NodeAffinity":"passed","NodeName":"passed","NodePorts":"passed","NodeResourcesFit":"passed","NodeUnschedulable":"passed","NodeVolumeLimits":"passed","PodTopologySpread":"passed","TaintToleration":"passed","VolumeBinding":"passed","VolumeRestrictions":"passed","VolumeZone":"passed"}}
scheduler-simulator/finalscore-result: >-
{"node-282x7":{"ImageLocality":"0","InterPodAffinity":"0","NodeAffinity":"0","NodeNumber":"0","NodeResourcesBalancedAllocation":"52","NodeResourcesFit":"47","PodTopologySpread":"200","TaintToleration":"300","VolumeBinding":"0"},"node-gp9t4":{"ImageLocality":"0","InterPodAffinity":"0","NodeAffinity":"0","NodeNumber":"0","NodeResourcesBalancedAllocation":"76","NodeResourcesFit":"73","PodTopologySpread":"200","TaintToleration":"300","VolumeBinding":"0"}}
scheduler-simulator/permit-result: '{}'
scheduler-simulator/permit-result-timeout: '{}'
scheduler-simulator/postfilter-result: '{}'
scheduler-simulator/prebind-result: '{"VolumeBinding":"success"}'
scheduler-simulator/prefilter-result: '{}'
scheduler-simulator/prefilter-result-status: >-
{"InterPodAffinity":"success","NodeAffinity":"success","NodePorts":"success","NodeResourcesFit":"success","PodTopologySpread":"success","VolumeBinding":"success","VolumeRestrictions":"success"}
scheduler-simulator/prescore-result: >-
{"InterPodAffinity":"success","NodeAffinity":"success","NodeNumber":"success","PodTopologySpread":"success","TaintToleration":"success"}
scheduler-simulator/reserve-result: '{"VolumeBinding":"success"}'
scheduler-simulator/result-history: >-
[{"noderesourcefit-prefilter-data":"{\"MilliCPU\":100,\"Memory\":17179869184,\"EphemeralStorage\":0,\"AllowedPodNumber\":0,\"ScalarResources\":null}","scheduler-simulator/bind-result":"{\"DefaultBinder\":\"success\"}","scheduler-simulator/filter-result":"{\"node-282x7\":{\"AzureDiskLimits\":\"passed\",\"EBSLimits\":\"passed\",\"GCEPDLimits\":\"passed\",\"InterPodAffinity\":\"passed\",\"NodeAffinity\":\"passed\",\"NodeName\":\"passed\",\"NodePorts\":\"passed\",\"NodeResourcesFit\":\"passed\",\"NodeUnschedulable\":\"passed\",\"NodeVolumeLimits\":\"passed\",\"PodTopologySpread\":\"passed\",\"TaintToleration\":\"passed\",\"VolumeBinding\":\"passed\",\"VolumeRestrictions\":\"passed\",\"VolumeZone\":\"passed\"},\"node-gp9t4\":{\"AzureDiskLimits\":\"passed\",\"EBSLimits\":\"passed\",\"GCEPDLimits\":\"passed\",\"InterPodAffinity\":\"passed\",\"NodeAffinity\":\"passed\",\"NodeName\":\"passed\",\"NodePorts\":\"passed\",\"NodeResourcesFit\":\"passed\",\"NodeUnschedulable\":\"passed\",\"NodeVolumeLimits\":\"passed\",\"PodTopologySpread\":\"passed\",\"TaintToleration\":\"passed\",\"VolumeBinding\":\"passed\",\"VolumeRestrictions\":\"passed\",\"VolumeZone\":\"passed\"}}","scheduler-simulator/finalscore-result":"{\"node-282x7\":{\"ImageLocality\":\"0\",\"InterPodAffinity\":\"0\",\"NodeAffinity\":\"0\",\"NodeNumber\":\"0\",\"NodeResourcesBalancedAllocation\":\"52\",\"NodeResourcesFit\":\"47\",\"PodTopologySpread\":\"200\",\"TaintToleration\":\"300\",\"VolumeBinding\":\"0\"},\"node-gp9t4\":{\"ImageLocality\":\"0\",\"InterPodAffinity\":\"0\",\"NodeAffinity\":\"0\",\"NodeNumber\":\"0\",\"NodeResourcesBalancedAllocation\":\"76\",\"NodeResourcesFit\":\"73\",\"PodTopologySpread\":\"200\",\"TaintToleration\":\"300\",\"VolumeBinding\":\"0\"}}","scheduler-simulator/permit-result":"{}","scheduler-simulator/permit-result-timeout":"{}","scheduler-simulator/postfilter-result":"{}","scheduler-simulator/prebind-result":"{\"VolumeBinding\":\"success\"}","scheduler-simulator/prefilter-result":"{}","scheduler-simulator/prefilter-result-status":"{\"InterPodAffinity\":\"success\",\"NodeAffinity\":\"success\",\"NodePorts\":\"success\",\"NodeResourcesFit\":\"success\",\"PodTopologySpread\":\"success\",\"VolumeBinding\":\"success\",\"VolumeRestrictions\":\"success\"}","scheduler-simulator/prescore-result":"{\"InterPodAffinity\":\"success\",\"NodeAffinity\":\"success\",\"NodeNumber\":\"success\",\"PodTopologySpread\":\"success\",\"TaintToleration\":\"success\"}","scheduler-simulator/reserve-result":"{\"VolumeBinding\":\"success\"}","scheduler-simulator/score-result":"{\"node-282x7\":{\"ImageLocality\":\"0\",\"InterPodAffinity\":\"0\",\"NodeAffinity\":\"0\",\"NodeNumber\":\"0\",\"NodeResourcesBalancedAllocation\":\"52\",\"NodeResourcesFit\":\"47\",\"PodTopologySpread\":\"0\",\"TaintToleration\":\"0\",\"VolumeBinding\":\"0\"},\"node-gp9t4\":{\"ImageLocality\":\"0\",\"InterPodAffinity\":\"0\",\"NodeAffinity\":\"0\",\"NodeNumber\":\"0\",\"NodeResourcesBalancedAllocation\":\"76\",\"NodeResourcesFit\":\"73\",\"PodTopologySpread\":\"0\",\"TaintToleration\":\"0\",\"VolumeBinding\":\"0\"}}","scheduler-simulator/selected-node":"node-gp9t4"}]
scheduler-simulator/score-result: >-
{"node-282x7":{"ImageLocality":"0","InterPodAffinity":"0","NodeAffinity":"0","NodeNumber":"0","NodeResourcesBalancedAllocation":"52","NodeResourcesFit":"47","PodTopologySpread":"0","TaintToleration":"0","VolumeBinding":"0"},"node-gp9t4":{"ImageLocality":"0","InterPodAffinity":"0","NodeAffinity":"0","NodeNumber":"0","NodeResourcesBalancedAllocation":"76","NodeResourcesFit":"73","PodTopologySpread":"0","TaintToleration":"0","VolumeBinding":"0"}}
scheduler-simulator/selected-node: node-gp9t4