This adds a counter to the scheduler that can be used to calculate
throughput and error ratio. Pods which fail to schedule are not counted
as errors, but can still be tracked separately from successes.
We already measure scheduler latency, but throughput was missing. This
should be considered a key metric for the scheduler.
- snapshot equivalence cache generation numbers before snapshotting the
scheduler cache
- skip update when generation does not match live generation
- keep the node and increment its generation to invalidate it instead of
deletion
- use predicates order ID as key to improve performance
- update logic of verifying incoming pod's anti-affinity
- rename podMatchesAffinityTermProperties to podMatchesAllAffinityTermProperties
- add podMatchesAnyAffinityTermProperties which is used in some PodAntiAffinity cases
- rename some functions to make it more readable
- add unit tests to verify correctness of PodAffinity and PodAntiAffinity
- verifying "Existing pod anti-affinity"
- verifying "incoming pod's anti-affinity"
- verifying "incoming pod's affinity"
Automatic merge from submit-queue (batch tested with PRs 67950, 68195). If you want to cherry-pick this change to another branch, please follow the instructions here: https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md.
Consolidate componentconfig code standards
**What this PR does / why we need it**:
This PR fixes a bunch of very small misalignments in ComponentConfig packages:
- Add sane comments to all functions/variables in componentconfig `register.go` files
- Make the `register.go` files of componentconfig pkgs follow the same pattern and not differ from each other like they do today.
- Register the `openapi-gen` tag in all `doc.go` files where the pkg contains _external_ types.
- Add the `groupName` tag where missing
- Fix cases where `addKnownTypes` was registered twice in the `SchemeBuilder`
- Add `Readme` and `OWNERS` files to `Godeps` directories if missing.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
/assign @sttts @thockin
From current AWS documentation:
https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/volume_limits.html
T3, C5, C5d, M5, M5d, R5, R5d, and z1d instances support a maximum of
28 attachments, and every instance has at least one network interface
attachment. If you have no additional network interface attachments on
these instances, you could attach 27 EBS volumes.
Automatic merge from submit-queue (batch tested with PRs 67555, 68196). If you want to cherry-pick this change to another branch, please follow the instructions here: https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md.
Not split nodes when searching for nodes but doing it all at once
**What this PR does / why we need it**:
Not split nodes when searching for nodes but doing it all at once.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
@bsalamat
This is a follow up PR of #66733.
https://github.com/kubernetes/kubernetes/pull/66733#discussion_r205932531
**Release note**:
```release-note
Not split nodes when searching for nodes but doing it all at once.
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions here: https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md.
Add validation for kube-scheduler configuration options
**What this PR does / why we need it**: This adds validation to the kube-scheduler so that we're not accepting bogus values to the kube-scheduler. As requested by @bsalamat in issue https://github.com/kubernetes/kubernetes/issues/66743
**Which issue(s) this PR fixes**:
Fixes#66743
**Special notes for your reviewer**:
- Not sure if this validation is too heavy handed. Would love some feedback.
- I started working on this before I realized @islinwb was also working on this same problem... https://github.com/kubernetes/kubernetes/pull/66787 I put this PR up anyways since I'm sure good code exists in both. I wasn't aware of the /assign command so didn't assign myself before starting work.
- I didn't have time to work on adding validation to deprecated cli options. If the rest of this looks ok, I can finish that up.
- I hope the location of IsValidSocketAddr is correct. Lmk if it isn't.
**Release note**:
```release-note
Adding validation to kube-scheduler at the API level
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions here: https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md.
Affinity/Anti-Affinity Optimization of Pod Being Scheduled
**What this PR does / why we need it**:
Following #66948, it was noticed that the applied optimizations for anti-affinity rules lookup of existing pods could be further applied to checking affinity and anti-affinity terms of the Pod being scheduled. This is done by mapping topology pairs to pods that potentially match the pod being scheduled instead of mapping nodes to matching pods, and accordingly the search space is reduced.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#67738
**Special notes for your reviewer**:
/sig scheduling
/sig scalability
**Release note**:
```release-note
Improve performance of Pod affinity/anti-affinity in the scheduler
```
Automatic merge from submit-queue (batch tested with PRs 63437, 68081). If you want to cherry-pick this change to another branch, please follow the instructions here: https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md.
Enable ImageLocalityPriority by default with integration tests
**What this PR does / why we need it**:
This PR is a follow-up to [#63842](https://github.com/kubernetes/kubernetes/issues/63842). It moves the ImageLocalityPriority function to default priority functions of the default algorithm provider and adds integration tests for the updated scheduling policy.
- Compared to [#64662](https://github.com/kubernetes/kubernetes/pull/64662), this PR does note provide e2e test due to concerns about a large image may add too much overhead to the testing infrastructure and pipeline. We should add e2e tests in the future with the use of large enough image(s) in following PRs.
- Compared to [#64662](https://github.com/kubernetes/kubernetes/pull/64662), this PR simplifies the code changes and keeps code changes under test/integration/scheduler/.
- The PR contains a bug fix for [#65745](https://github.com/kubernetes/kubernetes/pull/65745) - caught by the integration test - where the image states are not properly cloned to the scheduler's cachedNodeInfoMap. We might split this fix into a separate PR.
The integration test covers what follows: a pod requiring a large image (~= 3GB) is submitted to the cluster and there is a single node in the cluster has the same large image; the pod should get scheduled to that node. We might also consider whether more scenarios are desired.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
Kindly ping @resouer and @bsalamat
**Release note**:
```release-note
None
```
adding validation for componentconfig
adding validation to cmd kube-scheduler
Add support for ipv6 in IsValidSocketAddr function
updating copyright date in componentconfig/validation/validation.go
updating copyright date in componentconfig/validation/validation_test.go
adding validation for cli options
adding BUILD files
updating validate function to return []errors in cmd/kube-scheduler
ok, really returning []error this time
adding comments for exported componentconfig Validation functions
silly me, not checking structs along the way :'(
refactor to avoid else statement
moving policy nil check up one function
rejigging some deprecated cmd validations
stumbling my way around validation slowly but surely
updating according to review from @bsalamat
- not validating leader election config unless leader election is enabled
- leader election time values cannot be zero
- removing validation for KubeConfigFile
- removing validation for scheduler policy
leader elect options should be non-negative
adding test cases for renewDeadline and leaseDuration being zero
fixing logic in componentconfig validation 😅
removing KubeConfigFile reference from tests as it was removed in master
2ff9bd6699
removing bogus space after var assignment
adding more tests for componentconfig based on feedback
making updates to validation because types were moved on master
update bazel build
adding validation for staging/apimachinery
adding validation for staging/apiserver
adding fieldPaths for staging validations
moving staging validations out of componentconfig
updating test case scenario for staging/apimachinery
./hack/update-bazel.sh
moving kube-scheduler validations from componentconfig
./hack/update-bazel.sh
removing non-negative check for QPS
resourceLock required
adding HardPodAffinitySymmetricWeight 0-100 range to cmd flag help section
Automatic merge from submit-queue (batch tested with PRs 67766, 67642, 67772). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Add unit test cases for scheduler/algorithm/predicates.
**What this PR does / why we need it**:
Add unit test cases for scheduler/algorithm/predicates for more code coverage.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
NONE
**Special notes for your reviewer**:
NONE
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 66257, 67750). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Add unit test cases for scheduler/util.
**What this PR does / why we need it**:
Add unit test cases for scheduler/util for more code coverage.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
NONE
**Special notes for your reviewer**:
NONE
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Complement unit test case TestNodesWherePreemptionMightHelp for scheduler/core
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix golint error under scheduler/factory.
**What this PR does / why we need it**:
Fix golint error under scheduler/factory.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
NONE
**Special notes for your reviewer**:
NONE
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Moving KubeSchedulerConfiguration from ComponentConfig API types to staging repos
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixeskubernetes/kubeadm#528
**Special notes for your reviewer**:
/cc luxas timothysc
/cc @kubernetes/sig-cluster-lifecycle-pr-reviews
**Release note**:
```release-note
Moving KubeSchedulerConfiguration from ComponentConfig API types to staging repos
```
Automatic merge from submit-queue (batch tested with PRs 66862, 67618). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Use sync.map to scale equiv class cache better
**What this PR does / why we need it**:
Change the current lock in first level ecache into `sync.Map`, which is known for scaling better than `sync. Mutex ` on machines with >8 CPUs
ref: https://golang.org/pkg/sync/#Map
And the code is much cleaner in this way.
5k Nodes, 10k Pods benchmark with ecache enabled in 64 cores VM:
```bash
// before
BenchmarkScheduling/5000Nodes/0Pods-64 10000 17550089 ns/op
// after
BenchmarkScheduling/5000Nodes/0Pods-64 10000 16975098 ns/op
```
Comparing to current implementation, the improvement after this change is noticeable, and the test is stable in 8, 16, 64 cores VM.
**Special notes for your reviewer**:
**Release note**:
```release-note
Use sync.map to scale ecache better
```
Automatic merge from submit-queue (batch tested with PRs 67041, 66948). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Anti affinity optimization
**What this PR does / why we need it**:
This pull request aims to optimize the performance of anti-affinity rules lookup of existing pods
This optimization maps the topology values to a list of pods running on nodes that match this value and store that map in the pod metadata. Accordingly, when validating anti-affinity rules of existing pods we will only check those running on nodes with similar topology values to the current candidate (node) for scheduling.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#63937
**Special notes for your reviewer**:
/sig scalability
/sig scheduling
**Release note**:
```release-note
improve performance of anti-affinity predicate of default scheduler.
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
scheduler: add metrics to equivalence cache
This adds counters to equiv. cache reads & writes. Reads are labeled by
hit/miss, while writes are labeled to indicate whether the write was
discarded.
This will give us visibility into,
- hit rate of cache reads
- ratio of reads to writes
- rate of discarded writes
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes https://github.com/kubernetes/kubernetes/issues/63259
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 67461, 67464, 67416). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Delete dead code in pkg/scheduler
**What this PR does / why we need it**:
This is just some cleanup. I found some unused code while evaluating the scheduler code.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
/kind cleanup
/sig scheduling
This adds counters to equiv. cache reads & writes. Reads are labeled by
hit/miss, while writes are labeled to indicate whether the write was
discarded.
This will give us visibility into,
- hit rate of cache reads
- ratio of reads to writes
- rate of discarded writes
Automatic merge from submit-queue (batch tested with PRs 66491, 66587, 66856, 66657, 66923). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
add space for output
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 65570, 65616). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Retry scheduling on StorageClass events
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#56163
**Special notes for your reviewer**:
I have taken over #60006.
It's hard to test in e2e, because we cannot know reschedule of pod is triggered by which event (periodically service/node events will move pods to active queue too). ~~I'll add integration tests for this functionality after [this PR](https://github.com/kubernetes/kubernetes/pull/65296) get merged.~~ (already added)
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 63955, 66685, 66671). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
remove unused code in pkg/scheduler/algorithm/scheduler_interface_test.go
**What this PR does / why we need it**:
remove unused code in pkg/scheduler/algorithm/scheduler_interface_test.go
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 66540, 66599). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Invalidate CheckVolumeBinding predicate only when VolumeScheduling feature is enabled
**What this PR does / why we need it**:
Invalidate CheckVolumeBinding predicate only when VolumeScheduling feature is enabled.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 66540, 66599). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
replace predicates string with corresponding const in TestDefaultPredicates
**What this PR does / why we need it**:
replace predicates string with corresponding const in TestDefaultPredicates. Unify with the const in func defaultPredicates().
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 66291, 66471, 66499). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Improve unit test TestZeroRequest
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#66468
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Extender preemption should respect IsInterested()
**What this PR does / why we need it**:
Extender preemption should respect IsInterested()
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#66289
**Special notes for your reviewer**:
The bug is reported and the first commit is co-authored by: @chenchun
**Release note**:
```release-note
Extender preemption should respect IsInterested()
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg/scheduler/core)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
Automatic merge from submit-queue (batch tested with PRs 66410, 66398, 66061, 66397, 65558). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix volume limit for EBS on m5 and c5 instances
This is a fix for lower volume limits on m5 and c5 instance types while we wait for https://github.com/kubernetes/features/issues/554 to land GA.
This problem became urgent because many of our users are trying to migrate to those instance types in light of spectre/meltdown vulnerability but lower volume limit on those instance types often causes cluster instability. Yes they can workaround by configuring the scheduler with lower limit but often this becomes somewhat difficult to do when cluster is mixed.
The newer default limits were picked from https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/volume_limits.html
Text about spectre/meltdown is available on - https://community.bitnami.com/t/spectre-variant-2/54961/5
/sig storage
/sig scheduling
```release-note
Fix volume limit for EBS on m5 and c5 instance types
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Re-design equivalence class cache to two level cache
**What this PR does / why we need it**:
The current ecache introduced a global lock across all the nodes, and this patch tried to assign ecache per node to eliminate that global lock. The improvement of scheduling performance and throughput are both significant.
**CPU Profile Result**
Machine: 32-core 60GB GCE VM
1k nodes 10k pods bench test (we've highlighted the critical function):
1. Current default scheduler with ecache enabled:
2. Current default scheduler with ecache disabled:
3. Current default scheduler with this patch and ecache enabled:
**Throughput Test Result**
1k nodes 3k pods `scheduler_perf` test:
Current default scheduler, ecache is disabled:
```bash
Minimal observed throughput for 3k pod test: 200
PASS
ok k8s.io/kubernetes/test/integration/scheduler_perf 30.091s
```
With this patch, ecache is enabled:
```bash
Minimal observed throughput for 3k pod test: 556
PASS
ok k8s.io/kubernetes/test/integration/scheduler_perf 11.119s
```
**Design and implementation:**
The idea is: we re-designed ecache into a "two level cache".
The first level cache holds the global lock across nodes and sync is needed only when node is added or deleted, which is of much lower frequency.
The second level cache is assigned per node and its lock is restricted to per node level, thus there's no need to bother the global lock during whole predicate process cycle. For more detail, please check [the original discussion](https://github.com/kubernetes/kubernetes/issues/63784#issuecomment-399848349).
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#63784
**Special notes for your reviewer**:
~~Tagged as WIP to make sure this does not break existing code and tests, we can start review after CI is happy.~~
**Release note**:
```release-note
Re-design equivalence class cache to two level cache
```
Automatic merge from submit-queue (batch tested with PRs 58487, 63666). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg/scheduler/factory)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
Automatic merge from submit-queue (batch tested with PRs 66011, 66111, 66106, 66039, 65745). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Enable adaptive scoring in ImageLocalityPriority
**What this PR does / why we need it**:
This PR replaces the original, pure image-size based scoring to an adaptive scoring scheme. The new scoring scheme considers not only the image size but also its `"spread" `- the definition of `"spread"` is described in what follows:
> Given an image`i`, `spread_i = num_node_has_i / total_num_nodes`
And the image receives the score: `score_i = size_i * spread_i`, as proposed by @resouer. The final node score is the summation of image scores for all images found existing on the node that are mentioned in the pod spec.
The goal of this heuristic is to better _balance image locality with other scheduling policies_. In particular, it aims to mitigate and prevent the undesirable "node heating problem", _i.e._, pods get assigned to the same or a few nodes due to preferred image locality. Given an image, the larger `spread` it has the more image locality we can consider for it - since we can expect more nodes having this image.
The new image state information in scheduler cache, enabled in this PR, allows other potential heuristics to be explored.
**Special notes for your reviewer**:
@resouer
Additional unit tests are WIP.
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
scheduler: update tests to use sub-benchmarks (pkg/scheduler/cache)
**What this PR does / why we need it**:
Go 1.7 added the subtest feature which can make table-driven tests much easier to run and debug. Some tests are not using this feature.
Further reading: [Using Subtests and Sub-benchmarks](https://blog.golang.org/subtests)
/kind cleanup
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix scheduler config decoding
Fixes#65413
Implements a custom unmarshaler for a single scheduler config type which did not correctly specify JSON tags until https://github.com/kubernetes/kubernetes/issues/65414 is resolved
Adds missing compatibility tests for scheduler extenders back to 1.7
```release-note
Fixes incompatibility with custom scheduler extender configurations specifying `bindVerb`
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Improve scheduler's performance by eliminating sorting of nodes by their score
**What this PR does / why we need it**:
Profiling scheduler, I noticed that scheduler spends a significant amount of time in sorting the nodes after we score them to find nodes with the highest score. Finding nodes with the highest score does not need sorting the array. This PR replaces the sort with a linear scan.
Eliminating the sort results in over 10% improvement in throughput of the scheduler.
Before (3 runs for 5000 nodes, scheduling 1000 pods in a cluster running 2000 pods):
BenchmarkScheduling/5000Nodes/2000Pods-12 1000 20682552 ns/op
BenchmarkScheduling/5000Nodes/2000Pods-12 1000 20464729 ns/op
BenchmarkScheduling/5000Nodes/2000Pods-12 1000 21188906 ns/op
After:
BenchmarkScheduling/5000Nodes/2000Pods-12 1000 18485866 ns/op
BenchmarkScheduling/5000Nodes/2000Pods-12 1000 18457749 ns/op
BenchmarkScheduling/5000Nodes/2000Pods-12 1000 18418200 ns/op
**Release note**:
```release-note
Improve scheduler's performance by eliminating sorting of nodes by their score.
```
Automatic merge from submit-queue (batch tested with PRs 65388, 64995). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Add more conditions to the list of predicate failures that won't be resolved by preemption
**What this PR does / why we need it**:
Adds more conditions to the list of predicate failures that won't be resolved by preemption. This change can potentially improve performance of preemption by avoiding the nodes that won't be able to schedule the pending pod no matter how many other pods are removed from them.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
Add more conditions to the list of predicate failures that won't be resolved by preemption.
```
/sig scheduling
Automatic merge from submit-queue (batch tested with PRs 65024, 65287, 65345, 64693, 64941). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix some typos in code comments.
Signed-off-by: xiechengsheng <XIE1995@whut.edu.cn>
**What this PR does / why we need it**:
Fix some typos in code comments.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
NONE
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Split scheduler latency metric to fine-grained steps
This splits the summary metric we recently added into finer steps. It should be very useful for performance experiments.
/cc @wojtek-t
fyi - @bsalamat @misterikkit
Strictly speaking this is a breaking change, but since this metric was added only ~week ago I think it should fine (we should port this change to 1.11).
```release-note
Split 'scheduling_latency_seconds' metric into finer steps (predicate, priority, premption)
```
Automatic merge from submit-queue (batch tested with PRs 64285, 63660, 63661, 63662, 64883). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg/scheduler/algorithmprovider)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
Automatic merge from submit-queue (batch tested with PRs 64285, 63660, 63661, 63662, 64883). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg/scheduler)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
Automatic merge from submit-queue (batch tested with PRs 64285, 63660, 63661, 63662, 64883). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg/scheduler/algorithm/predicates)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
This moves the equivalence cache implementation out of the 'core'
package and into k8s.io/kubernetes/pkg/scheduler/core/equivalence.
Separating the equiv. cache from the genericScheduler implementation
make their interaction points easier to follow, and prevents us from
accidentally accessing unexported fields.
Automatic merge from submit-queue (batch tested with PRs 64882, 64692, 64389, 60626, 64840). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
update pod state of scheduler cache when UpdatePod
update pod state map in scheduler cache when call UpdatePod. @k82cn @bsalamat
```release-note
keep pod state consistent when scheduler cache UpdatePod
```
Automatic merge from submit-queue (batch tested with PRs 64142, 64426, 62910, 63942, 64548). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
scheduler: further cleanup of equivalence cache
**What this PR does / why we need it**:
This improves comments and simplifies some names/logic in equivalence_cache.go, as well as changing the order of some items in the file.
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
/kind cleanup
Automatic merge from submit-queue (batch tested with PRs 64252, 64307, 64163, 64378, 64179). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Remove unused parameter (pod) in `pkg/scheduler/core/generic_scheduler`
**What this PR does / why we need it**:
Remove unused parameter (pod) in `pkg/scheduler/core/generic_scheduler`
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 65230, 57355, 59174, 63698, 63659). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg-scheduler-algorithm-priorities-util)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
Automatic merge from submit-queue (batch tested with PRs 61803, 64305, 64170, 64361, 64339). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Remove some unnecessarily gendered pronouns in comments
**What this PR does / why we need it**:
A bunch of comments are unnecessarily gendered. I've changed them to gender-neutral they/theirs.
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
This makes the lookup behave like a normal map lookup, so it is easier
for readers to follow the logic. It also inverts the "invalid" bool to
an "ok" bool because `!invalid` is a double negative.
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Adding tests for ImageLocalityPriority
**What this PR does / why we need it**:
This PR adds tests for ImageLocalityPriority scheduling policy, as follow-ups of [#63842](https://github.com/kubernetes/kubernetes/issues/63842) and [#63345](https://github.com/kubernetes/kubernetes/issues/63345). It includes the unit test for ImageSizes function of NodeInfo in the scheduler cache.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
@resouer
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 61963, 64279, 64130, 64125, 64049). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix TestSchedulerWithVolumeBinding to avoid setting predicate ordering.
It is causing data race condition as predicate ordering is changing global
variable `predicatesOrdering`. Infact this test does not require any special
predicate order and should work on default predicate ordering as far as
VolumeScheduling feature is enabled.
See these logs:
```
==================
==================
WARNING: DATA RACE
Read at 0x00c420894180 by goroutine 156:
k8s.io/kubernetes/pkg/scheduler/core.podFitsOnNode()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/core/generic_scheduler.go:503 +0xbb
k8s.io/kubernetes/pkg/scheduler/core.(*genericScheduler).findNodesThatFit.func1()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/core/generic_scheduler.go:353 +0x2f0
k8s.io/kubernetes/vendor/k8s.io/client-go/util/workqueue.Parallelize.func1()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/vendor/k8s.io/client-go/util/workqueue/parallelizer.go:47 +0xa3
Previous write at 0x00c420894180 by goroutine 186:
k8s.io/kubernetes/pkg/scheduler.TestSchedulerWithVolumeBinding()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/scheduler_test.go:663 +0x71
testing.tRunner()
/usr/lib/golang/src/testing/testing.go:777 +0x16d
Goroutine 156 (running) created at:
k8s.io/kubernetes/vendor/k8s.io/client-go/util/workqueue.Parallelize()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/vendor/k8s.io/client-go/util/workqueue/parallelizer.go:43 +0x139
k8s.io/kubernetes/pkg/scheduler/core.(*genericScheduler).findNodesThatFit()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/core/generic_scheduler.go:378 +0xe8a
k8s.io/kubernetes/pkg/scheduler/core.(*genericScheduler).Schedule()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/core/generic_scheduler.go:131 +0x385
k8s.io/kubernetes/pkg/scheduler.(*Scheduler).schedule()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/scheduler.go:192 +0xcd
k8s.io/kubernetes/pkg/scheduler.(*Scheduler).scheduleOne()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/scheduler.go:447 +0x598
k8s.io/kubernetes/pkg/scheduler.(*Scheduler).(k8s.io/kubernetes/pkg/scheduler.scheduleOne)-fm()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/pkg/scheduler/scheduler.go:182 +0x41
k8s.io/kubernetes/vendor/k8s.io/apimachinery/pkg/util/wait.JitterUntil.func1()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/vendor/k8s.io/apimachinery/pkg/util/wait/wait.go:133 +0x61
k8s.io/kubernetes/vendor/k8s.io/apimachinery/pkg/util/wait.JitterUntil()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/vendor/k8s.io/apimachinery/pkg/util/wait/wait.go:134 +0xcd
k8s.io/kubernetes/vendor/k8s.io/apimachinery/pkg/util/wait.Until()
/home/avagarwa/upstream-code/gocode/src/k8s.io/kubernetes/vendor/k8s.io/apimachinery/pkg/util/wait/wait.go:88 +0x5a
Goroutine 186 (running) created at:
testing.(*T).Run()
/usr/lib/golang/src/testing/testing.go:824 +0x564
testing.runTests.func1()
/usr/lib/golang/src/testing/testing.go:1063 +0xa4
testing.tRunner()
/usr/lib/golang/src/testing/testing.go:777 +0x16d
testing.runTests()
/usr/lib/golang/src/testing/testing.go:1061 +0x4e1
testing.(*M).Run()
/usr/lib/golang/src/testing/testing.go:978 +0x2cd
main.main()
_testmain.go:52 +0x22a
==================
--- FAIL: TestSchedulerWithVolumeBinding (18.04s)
testing.go:730: race detected during execution of test
FAIL
```
It is pretty easy to reproduce this race by following these steps:
```
cd pkg/scheduler
go test -c -race
stress -p 100 ./scheduler.test
```
Predicate ordering to this unit test was added here: https://github.com/kubernetes/kubernetes/pull/57168
Since the whole scheduler instance uses just one ordering at time, not sure what is the advantage.
@kubernetes/sig-scheduling-bugs @bsalamat @k82cn @frobware @smarterclayton @sjenning
```release-note
None
```
Automatic merge from submit-queue (batch tested with PRs 63434, 64172, 63975, 64180, 63755). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Optimize the lock which in the RunPredicate
**What this PR does / why we need it**:
Enhance the performance of scheduler
- Change the lock in the RunPredicate from lock to rlock
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Could solve part of #63784
**Special notes for your reviewer**:
_Run benchmark test by scheduler_perf_:
`Before` BenchmarkScheduling/1000Nodes/0Pods-32 1000 11689758 ns/op
`After` BenchmarkScheduling/1000Nodes/0Pods-32 1000 5951510 ns/op
_Run integration (density) test by scheduler_perf_:
Schedule 3000 Pods On 3000 Nodes
`Before` rate 19 per second on average
`After` rate 58 per second on average
_Cpu profile test result_:
`Before` [click](https://cdn.rawgit.com/godliness/files/master/63784_before.svg)
`After` [click](https://cdn.rawgit.com/godliness/files/master/63784_after.svg)
**Release note**:
```release-note
`None`
```
/sig scheduling
/cc @misterikkit
/cc @bsalamat
/cc @ravisantoshgudimetla
/cc @resouer
Automatic merge from submit-queue (batch tested with PRs 64127, 63895, 64066, 64215, 64202). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Add warnings about cache invalidation.
Part of https://github.com/kubernetes/kubernetes/pull/63040 is the
assumption that scheduler cache updates must happen before equivalence
cache updates for any given informer event.
The reason for this is that the equivalence cache implementation checks
the main cache for staleness while holding the equiv. cache write lock.
case 1: If an informer invalidates an equiv. cache entry before the
staleness check, then we know that the main cache update completed.
case 2: If an informer blocks trying to grab the equiv. cache lock, then
invalidation will occur right after the potentially stale update is
written.
This patch adds a note to places where we invalidate the equivalence
cache so that hopefully nobody violates this invariant.
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
/kind cleanup
/sig scheduling
Automatic merge from submit-queue (batch tested with PRs 64174, 64187, 64216, 63265, 64223). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Do not use DeepEqual to compare slices in test.
This wraps DeepEqual with a helper that considers nil slices and empty
slices to be equal.
Scheduler code might use a nil slice or empty slice to represent an
empty list, so tests should not be sensitive to the difference. Tests
could fail because DeepEqual considers nil to be different from an empty
slice.
**What this PR does / why we need it**:
Avoid breaking tests in cases where application behavior is not changed.
**Special notes for your reviewer**:
This brittle test keeps breaking in a number of my PRs. Hoping to get this fix merged independently.
**Release note**:
```release-note
NONE
```
/sig scheduling
/kind cleanup
This wraps DeepEqual with a helper that considers nil slices and empty
slices to be equal.
Scheduler code might use a nil slice or empty slice to represent an
empty list, so tests should not be sensitive to the difference. Tests
could fail because DeepEqual considers nil to be different from an empty
slice.
Automatic merge from submit-queue (batch tested with PRs 63283, 64032, 64159, 64126, 64098). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
remove unused code of (pkg/scheduler)
**What this PR does / why we need it**:
/kind cleanup
remove unused code
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Part of https://github.com/kubernetes/kubernetes/pull/63040 is the
assumption that scheduler cache updates must happen before equivalence
cache updates for any given informer event.
The reason for this is that the equivalence cache implementation checks
the main cache for staleness while holding the equiv. cache write lock.
case 1: If an informer invalidates an equiv. cache entry before the
staleness check, then we know that the main cache update completed.
case 2: If an informer blocks trying to grab the equiv. cache lock, then
invalidation will occur right after the potentially stale update is
written.
This patch adds a note to places where we invalidate the equivalence
cache so that hopefully nobody violates this invariant.
Automatic merge from submit-queue (batch tested with PRs 63598, 63913, 63459, 63963, 60464). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Check nodeInfo before ecache predicate
**What this PR does / why we need it**:
There's chances during test when nodeInfo is nil which may cause ecache predicate fail with nil pointer.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#63427
**Special notes for your reviewer**:
Not sure how to reproduce the original issue yet. i.e. why and when `nodeInfo` will become nil in tests is not clear to me, that's why I label it as WIP.
cc @bsalamat who may have more inputs.
**Release note**:
```release-note
NONE
```
It is causing data race condition as predicate ordering is changing global
variable predicatesOrdering. Infact this test does not require any special
predicate order and should work on default predicate ordering as far as
VolumeScheduling feature is enabled.
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
minor fix for VolumeZoneChecker predicate
storageclass can be in annotation and spec.
```release-note
minor fix for VolumeZoneChecker predicate, storageclass can be in annotation and spec.
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use subtest for table units (pkg-scheduler-algorithm-priorities)
**What this PR does / why we need it**: Update scheduler's unit table tests to use subtest
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
**Special notes for your reviewer**:
breaks up PR: https://github.com/kubernetes/kubernetes/pull/63281
/ref #63267
**Release note**:
```release-note
This PR will leverage subtests on the existing table tests for the scheduler units.
Some refactoring of error/status messages and functions to align with new approach.
```
Automatic merge from submit-queue (batch tested with PRs 63603, 63557, 62015). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Clean up equiv cache with a simple implementation instead of LRU
**What this PR does / why we need it**:
The original version of equiv cache use pod hash as cache key, also, the predicate order is not fixed. So I used a LRU cache to improve hit rate.
While now we've already refactored it to use predicates as keys, and its order was also fixed in scheduler, we can use a simplest cache instead now.
**Special notes for your reviewer**:
The question is brought up by @misterikkit
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 62354, 62934, 63502). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Refactor GetResourceRequest and GetResourceLimit
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
/assign @bsalamat
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Supported nodeSelector.matchFields in scheduler.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
part of #61410
**Special notes for your reviewer**:
**Release note**:
```release-note
Supported nodeSelector.matchFields (node's `metadata.node`) in scheduler.
```
Automatic merge from submit-queue (batch tested with PRs 58580, 63120). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
-Remove TODO comment of GetNonzeroRequests function
**What this PR does / why we need it**:
-Remove TODO comment of GetNonzeroRequests function
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
NONE
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Increase scheduler cache generation number monotonically in order to avoid collision
**What this PR does / why we need it**:
Increments the scheduler cache generation number monotonically to avoid collision of the generation numbers. More context in #63262.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#63262.
**Special notes for your reviewer**:
**Release note**:
```release-note
Increase scheduler cache generation number monotonically in order to avoid collision and use of stale information in scheduler.
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
scheduler: clean up and simplify equivalence cache locking
**What this PR does / why we need it**:
This is a cleanup of the locking code for equivalence cache. There is no change to the current logic or locking. This PR has a couple of implications, though.
1. It deletes (unreachable) code that could have been used to cache predicate results that consider nominated pods.
2. Callers should no longer lock/unlock the eCache manually, so coordinating that lock with other synchronization is restricted.
**Special notes for your reviewer**:
**Release note**:
<!-- Write your release note:
1. Enter your extended release note in the below block. If the PR requires additional action from users switching to the new release, include the string "**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
action required".
2. If no release note is required, just write "NONE".
-->
```release-note
NONE
```
/sig scheduling
/kind cleanup
This changes two methods in EquivalenceCache to be unexported, because
they should no longer be called by users of this type. (Even users in
the same package!)
The purpose of this map is to combine two predicate results before
writing to the equivalence cache. However, the branch that combines
results is unreachable.
1. Combining results happens in the second iteration of the outer loop.
2. There is only a second iteration when podsAdded is true.
3. We skip equiv. cache when podsAdded is true.
This method combines "lookup" and "update" into one operation. The
benefit is that this method call is very similar to running an ordinary
predicate, so callers can simplify their code.
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Add test for scheduler:VolumeCountConflicts
**What this PR does / why we need it**:
Add test for scheduler:VolumeCountConflicts
**Special notes for your reviewer**:
Automatic merge from submit-queue (batch tested with PRs 62937, 63105, 63031, 63174). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Revert "Revert "Revert revert of equivalence class hash calculation i…
…n scheduler""
This reverts commit 4386751b5d.
**What this PR does / why we need it**:
This re-introduces the change from https://github.com/kubernetes/kubernetes/pull/58555 which changes how the scheduler computes equivalence classes of pods. I believe we have fixed the flakiness observed previously (https://github.com/kubernetes/kubernetes/issues/61512, https://github.com/kubernetes/kubernetes/issues/62921). I have run the test in question a few dozen times without a failure.
```bash
make test-integration WHAT="./test/integration/scheduler" KUBE_TEST_ARGS="-run TestPreemptionStarvation" GOFLAGS="-v"
```
/ref https://github.com/kubernetes/kubernetes/issues/58222
**Special notes for your reviewer**:
I had to resolve several merge conflicts. I think I resolved them correctly, but keep an eye out for anything silly.
**Release note**:
```release-note
NONE
```
/sig scheduling
Automatic merge from submit-queue (batch tested with PRs 62432, 62868, 63040). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
scheduler: fix race condition in equivalence cache
**What this PR does / why we need it**:
This adds an equivalence cache test to exercise the race condition observed in https://github.com/kubernetes/kubernetes/issues/62921 and then fixes the race.
The `Cache` interface needed a new method to check whether a `NodeInfo` is stale, and `genericScheduler` needed some plumbing to make the `Cache` object available to `podFitsOnNode()`.
The solution is, right before writing to the eCache, check the scheduler cache to see if the current `NodeInfo` object is out of date. If the node is out of date, then don't write to the eCache. If the `NodeInfo` is stale, it is because of a cache update that should also invalidate the eCache entry. That invalidation either happens before `podFitsOnNode()` acquires the eCache lock (original bug, so we don't do the write) or blocks until we release that lock (removing the potentially bad entry).
Fixes#62921
**Special notes for your reviewer**:
**Release note**:
equivalence cache is still alpha, so no release note.
```release-note
NONE
```
/sig scheduling
/assign bsalalamat
/assign resouer
Automatic merge from submit-queue (batch tested with PRs 62982, 63075, 63067, 62877, 63141). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Removed e2e test on empty NodeAffinity.
Signed-off-by: Da K. Ma <klaus1982.cn@gmail.com>
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#63027
**Special notes for your reviewer**:
In #62448, we removed the validation on empty `nodeAffinity` which is already handled in scheduler: select no objects.
**Release note**:
```release-note
None
```
Because the scheduler takes a snapshot of cache data at the start of
each scheduling cycle, updates to the equivalence cache should be
skipped if there was a cache update during the cycle.
If the current NodeInfo becomes stale while we evaluate predicates, we
will not write any results into the equivalence cache. We will still use
the results for the current scheduling cycle, though.
This allows scheduler implementations to check if a NodeInfo object
matches the current state of the cache. Useful if the NodeInfo in
question came from a Snapshot() for example.
Automatic merge from submit-queue (batch tested with PRs 63129, 63066, 60009, 63136, 63086). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
add node shutdown taint
**What this PR does / why we need it**: we need node stopped taint in order to detach volumes immediately without waiting timeout. More info in issue ticket #58635
**Which issue(s) this PR fixes**
Fixes#58635
**Special notes for your reviewer**: this was reverted, original PR https://github.com/kubernetes/kubernetes/pull/59323 Hopefully now bugs are fixed. However, I will execute more tests manually today.
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 61324, 62880, 62765). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
-Fix the name could cause a conflict if an object with the same name …
…is created in a different namespace
**What this PR does / why we need it**:
/kind bug
Using the name could cause a conflict if an object with the same name is created in a different namespace
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
#62750
**Special notes for your reviewer**:
/assign @bsalamat
**Release note**:
```
NONE
```
Automatic merge from submit-queue (batch tested with PRs 59592, 62308, 62523, 62635, 62243). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Separate pod priority from preemption
**What this PR does / why we need it**:
Users request to split priority and preemption feature gate so they can use priority separately.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#62068
**Special notes for your reviewer**:
~~I kept use `ENABLE_POD_PRIORITY` as ENV name for gce cluster scripts for backward compatibility reason. Please let me know if other approach is preffered.~~
~~This is a potential **break change** as existing clusters will be affected, we may need to include this in 1.11 maybe?~~
TODO: update this doc https://kubernetes.io/docs/concepts/configuration/pod-priority-preemption/
[Update] Usage: in config file for scheduler:
```yaml
apiVersion: componentconfig/v1alpha1
kind: KubeSchedulerConfiguration
...
disablePreemption: true
```
**Release note**:
```release-note
Split PodPriority and PodPreemption feature gate
```
Automatic merge from submit-queue (batch tested with PRs 62761, 62715). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix inter-pod anti-affinity check to consider a pod a match when all the anti-affinity terms match
**What this PR does / why we need it**:
Inter-pod anti-affinity check used to incorrectly consider a pod a match when any of the anti-affinity terms matched the pod. This PR fixes the logic to consider a pod a match when all the terms match the pod.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#62567
**Special notes for your reviewer**:
**Release note**:
```release-note
Fix inter-pod anti-affinity check to consider a pod a match when all the anti-affinity terms match.
```
/sig scheduling
Automatic merge from submit-queue (batch tested with PRs 62467, 62482, 62211). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Improve performance of affinity/anti-affinity predicate by 20x in large clusters
**What this PR does / why we need it**:
Improves performance of affinity/anti-affinity predicate by over 20x in large clusters. Performance improvement is smaller in small clusters, but it is still very significant and is about 4x. Also, before this PR, performance of the predicate was dropping quadratically with increasing size of nodes and pods. As the results shows, the slow down is now linear in larger clusters.
Affinity/anti-affinity predicate was checking all pods of the cluster for each node in the cluster to determine feasibility of affinit/anti-affinity terms of the pod being scheduled. This optimization first finds all the pods in a cluster that match the affinity/anti-affinity terms of the pod being scheduled once and stores the metadata. It then only checks the topology of the matching pods for each node in the cluster.
This results in major reduction of the search space per node and improves performance significantly.
Below results are obtained by running scheduler benchmarks:
```
make test-integration WHAT=./test/integration/scheduler_perf KUBE_TEST_ARGS="-run=xxx -bench=.*BenchmarkSchedulingAntiAffinity"
```
```
AntiAffinity Topology: Hostname
before: BenchmarkSchedulingAntiAffinity/500Nodes/250Pods-12 37031638 ns/op
after: BenchmarkSchedulingAntiAffinity/500Nodes/250Pods-12 10373222 ns/op
before: BenchmarkSchedulingAntiAffinity/500Nodes/5000Pods-12 134205302 ns/op
after: BenchmarkSchedulingAntiAffinity/500Nodes/5000Pods-12 12000580 ns/op
befor: BenchmarkSchedulingAntiAffinity/1000Nodes/10000Pods-12 498439953 ns/op
after: BenchmarkSchedulingAntiAffinity/1000Nodes/10000Pods-12 24692552 ns/op
AntiAffinity Topology: Region
before: BenchmarkSchedulingAntiAffinity/500Nodes/250Pods-12 60003672 ns/op
after: BenchmarkSchedulingAntiAffinity/500Nodes/250Pods-12 13346400 ns/op
before: BenchmarkSchedulingAntiAffinity/1000Nodes/10000Pods-12 600085491 ns/op
after: BenchmarkSchedulingAntiAffinity/1000Nodes/10000Pods-12 27783333 ns/op
```
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
ref/ #56032#47318#25319
**Release note**:
```release-note
improve performance of affinity/anti-affinity predicate of default scheduler significantly.
```
/sig scheduling
Automatic merge from submit-queue (batch tested with PRs 61147, 62236, 62018). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
spec.SchedulerName should be spec.schedulerName in kube-scheduler help
**What this PR does / why we need it**:
spec.SchedulerName should be spec.schedulerName in kube-scheduler help
```shell
--scheduler-name string Name of the scheduler, used to select which pods will be processed by this scheduler, based on pod's "spec.SchedulerName". (default "default-scheduler")
```
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes #
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 61918, 62180, 62198). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Use provided node object in volume binding predicate
**What this PR does / why we need it**:
Autoscaler creates fake node objects, so we should use the provided node object instead of looking up the node from the informer.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes#62178
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 62063, 62169, 62155, 62139, 61445). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Schedule even if extender is not available when using extender
**What this PR does / why we need it**:
When using scheduler extender, if the extender is not available scheduling of all pods fail.
We should let the scheduling happen but display error message that extender is failing.
`IsIgnorable()` is added to extender to indicate: if scheduling of all pods should fail when it's unavailable
**Backward compabtiility:**
We use `IsIgnorable` instead of `IsCritical` so that when this flag is not set, the default value will be `false`, i.e. not ignorable, which consistent with the current behavior in existing extenders.
**Which issue(s) this PR fixes** *(optional, in `fixes #<issue number>(, fixes #<issue_number>, ...)` format, will close the issue(s) when PR gets merged)*:
Fixes: #60616
**Special notes for your reviewer**:
kindly cc @ravisantoshgudimetla to see if this meets your expectation
TODO: update the examples in kubernetes/examples, but the strategy there is not clear to me for now
**Release note**:
```release-note
Schedule even if extender is not available when using extender
```
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Update OWNERS labels for cluster-lifecycle and scheduling
**What this PR does / why we need it**:
Updates auto labeling to make everyone's lives easier.
**Special notes for your reviewer**:
**Release note**:
```
NONE
```
/cc @kubernetes/sig-cluster-lifecycle-pr-reviews @kubernetes/sig-scheduling-pr-reviews
k8s-ci-robot
