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/*
Copyright 2024 The Kubernetes Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package cacher
import (
"fmt"
"github.com/google/btree"
"k8s.io/apimachinery/pkg/fields"
"k8s.io/apimachinery/pkg/labels"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apiserver/pkg/features"
utilfeature "k8s.io/apiserver/pkg/util/feature"
"k8s.io/client-go/tools/cache"
)
const (
// btreeDegree defines the degree of btree storage.
// Decided based on the benchmark results (below).
// Selected the lowest degree from three options with best runtime (16,32,128).
// │ 2 │ 4 │ 8 │ 16 │ 32 │ 64 │ 128 │
// │ sec/op │ sec/op vs base │ sec/op vs base │ sec/op vs base │ sec/op vs base │ sec/op vs base │ sec/op vs base │
// StoreCreateList/RV=NotOlderThan-24 473.0µ ± 11% 430.1µ ± 9% -9.08% (p=0.005 n=10) 427.9µ ± 6% -9.54% (p=0.002 n=10) 403.9µ ± 8% -14.62% (p=0.000 n=10) 401.0µ ± 4% -15.22% (p=0.000 n=10) 408.0µ ± 4% -13.75% (p=0.000 n=10) 385.9µ ± 4% -18.42% (p=0.000 n=10)
// StoreCreateList/RV=ExactMatch-24 604.7µ ± 4% 596.7µ ± 8% ~ (p=0.529 n=10) 604.6µ ± 4% ~ (p=0.971 n=10) 601.1µ ± 4% ~ (p=0.853 n=10) 611.0µ ± 6% ~ (p=0.105 n=10) 598.2µ ± 5% ~ (p=0.579 n=10) 608.2µ ± 3% ~ (p=0.796 n=10)
// StoreList/List=All/Paginate=False/RV=Empty-24 729.1µ ± 5% 692.9µ ± 3% -4.96% (p=0.002 n=10) 693.7µ ± 3% -4.86% (p=0.000 n=10) 688.3µ ± 1% -5.59% (p=0.000 n=10) 690.4µ ± 5% -5.31% (p=0.002 n=10) 689.7µ ± 2% -5.40% (p=0.000 n=10) 687.8µ ± 3% -5.67% (p=0.000 n=10)
// StoreList/List=All/Paginate=True/RV=Empty-24 19.51m ± 2% 19.84m ± 2% ~ (p=0.105 n=10) 19.89m ± 3% ~ (p=0.190 n=10) 19.64m ± 4% ~ (p=0.853 n=10) 19.34m ± 4% ~ (p=0.481 n=10) 20.22m ± 4% +3.66% (p=0.007 n=10) 19.58m ± 4% ~ (p=0.912 n=10)
// StoreList/List=Namespace/Paginate=False/RV=Empty-24 1.672m ± 4% 1.635m ± 2% ~ (p=0.247 n=10) 1.673m ± 5% ~ (p=0.631 n=10) 1.657m ± 2% ~ (p=0.971 n=10) 1.656m ± 4% ~ (p=0.739 n=10) 1.678m ± 2% ~ (p=0.631 n=10) 1.718m ± 8% ~ (p=0.105 n=10)
// geomean 1.467m 1.420m -3.24% 1.430m -2.58% 1.403m -4.38% 1.402m -4.46% 1.417m -3.44% 1.403m -4.41%
//
// │ 2 │ 4 │ 8 │ 16 │ 32 │ 64 │ 128 │
// │ B/op │ B/op vs base │ B/op vs base │ B/op vs base │ B/op vs base │ B/op vs base │ B/op vs base │
// StoreCreateList/RV=NotOlderThan-24 98.58Ki ± 11% 101.33Ki ± 13% ~ (p=0.280 n=10) 99.80Ki ± 26% ~ (p=0.353 n=10) 109.63Ki ± 9% ~ (p=0.075 n=10) 112.56Ki ± 6% +14.18% (p=0.007 n=10) 114.41Ki ± 10% +16.05% (p=0.003 n=10) 115.06Ki ± 12% +16.72% (p=0.011 n=10)
// StoreCreateList/RV=ExactMatch-24 117.1Ki ± 0% 117.5Ki ± 0% ~ (p=0.218 n=10) 116.9Ki ± 0% ~ (p=0.052 n=10) 117.3Ki ± 0% ~ (p=0.353 n=10) 116.9Ki ± 0% ~ (p=0.075 n=10) 117.0Ki ± 0% ~ (p=0.436 n=10) 117.0Ki ± 0% ~ (p=0.280 n=10)
// StoreList/List=All/Paginate=False/RV=Empty-24 6.023Mi ± 0% 6.024Mi ± 0% +0.01% (p=0.037 n=10) 6.024Mi ± 0% ~ (p=0.493 n=10) 6.024Mi ± 0% +0.01% (p=0.035 n=10) 6.024Mi ± 0% ~ (p=0.247 n=10) 6.024Mi ± 0% ~ (p=0.247 n=10) 6.024Mi ± 0% ~ (p=0.315 n=10)
// StoreList/List=All/Paginate=True/RV=Empty-24 64.22Mi ± 0% 64.21Mi ± 0% ~ (p=0.075 n=10) 64.23Mi ± 0% ~ (p=0.280 n=10) 64.21Mi ± 0% -0.02% (p=0.002 n=10) 64.22Mi ± 0% ~ (p=0.579 n=10) 64.22Mi ± 0% ~ (p=0.971 n=10) 64.22Mi ± 0% ~ (p=1.000 n=10)
// StoreList/List=Namespace/Paginate=False/RV=Empty-24 8.177Mi ± 0% 8.178Mi ± 0% ~ (p=0.579 n=10) 8.177Mi ± 0% ~ (p=0.971 n=10) 8.179Mi ± 0% ~ (p=0.579 n=10) 8.178Mi ± 0% ~ (p=0.739 n=10) 8.179Mi ± 0% ~ (p=0.315 n=10) 8.176Mi ± 0% ~ (p=0.247 n=10)
// geomean 2.034Mi 2.047Mi +0.61% 2.039Mi +0.22% 2.079Mi +2.19% 2.088Mi +2.66% 2.095Mi +3.01% 2.098Mi +3.12%
//
// │ 2 │ 4 │ 8 │ 16 │ 32 │ 64 │ 128 │
// │ allocs/op │ allocs/op vs base │ allocs/op vs base │ allocs/op vs base │ allocs/op vs base │ allocs/op vs base │ allocs/op vs base │
// StoreCreateList/RV=NotOlderThan-24 560.0 ± 0% 558.0 ± 0% -0.36% (p=0.000 n=10) 557.0 ± 0% -0.54% (p=0.000 n=10) 558.0 ± 0% -0.36% (p=0.000 n=10) 557.0 ± 0% -0.54% (p=0.000 n=10) 557.0 ± 0% -0.54% (p=0.000 n=10) 557.0 ± 0% -0.54% (p=0.000 n=10)
// StoreCreateList/RV=ExactMatch-24 871.0 ± 0% 870.0 ± 0% -0.11% (p=0.038 n=10) 870.0 ± 0% -0.11% (p=0.004 n=10) 870.0 ± 0% -0.11% (p=0.005 n=10) 869.0 ± 0% -0.23% (p=0.000 n=10) 870.0 ± 0% -0.11% (p=0.001 n=10) 870.0 ± 0% -0.11% (p=0.000 n=10)
// StoreList/List=All/Paginate=False/RV=Empty-24 351.0 ± 3% 358.0 ± 1% +1.99% (p=0.034 n=10) 352.5 ± 3% ~ (p=0.589 n=10) 358.5 ± 1% +2.14% (p=0.022 n=10) 356.5 ± 3% ~ (p=0.208 n=10) 355.0 ± 3% ~ (p=0.224 n=10) 355.0 ± 3% ~ (p=0.183 n=10)
// StoreList/List=All/Paginate=True/RV=Empty-24 494.4k ± 0% 494.4k ± 0% ~ (p=0.424 n=10) 494.6k ± 0% +0.06% (p=0.000 n=10) 492.7k ± 0% -0.34% (p=0.000 n=10) 494.5k ± 0% +0.02% (p=0.009 n=10) 493.0k ± 0% -0.28% (p=0.000 n=10) 494.4k ± 0% ~ (p=0.424 n=10)
// StoreList/List=Namespace/Paginate=False/RV=Empty-24 32.43k ± 0% 32.44k ± 0% ~ (p=0.579 n=10) 32.43k ± 0% ~ (p=0.971 n=10) 32.45k ± 0% ~ (p=0.517 n=10) 32.44k ± 0% ~ (p=0.670 n=10) 32.46k ± 0% ~ (p=0.256 n=10) 32.41k ± 0% ~ (p=0.247 n=10)
// geomean 4.872k 4.887k +0.31% 4.870k -0.03% 4.885k +0.28% 4.880k +0.17% 4.875k +0.06% 4.876k +0.08%
btreeDegree = 16
)
type storeIndexer interface {
Add(obj interface{}) error
Update(obj interface{}) error
Delete(obj interface{}) error
List() []interface{}
ListKeys() []string
Get(obj interface{}) (item interface{}, exists bool, err error)
GetByKey(key string) (item interface{}, exists bool, err error)
Replace([]interface{}, string) error
ByIndex(indexName, indexedValue string) ([]interface{}, error)
}
type orderedLister interface {
ListPrefix(prefix, continueKey string, limit int) (items []interface{}, hasMore bool)
}
func newStoreIndexer(indexers *cache.Indexers) storeIndexer {
if utilfeature.DefaultFeatureGate.Enabled(features.BtreeWatchCache) {
return newThreadedBtreeStoreIndexer(storeElementIndexers(indexers), btreeDegree)
}
return cache.NewIndexer(storeElementKey, storeElementIndexers(indexers))
}
// Computing a key of an object is generally non-trivial (it performs
// e.g. validation underneath). Similarly computing object fields and
// labels. To avoid computing them multiple times (to serve the event
// in different List/Watch requests), in the underlying store we are
// keeping structs (key, object, labels, fields).
type storeElement struct {
Key string
Object runtime.Object
Labels labels.Set
Fields fields.Set
}
func (t *storeElement) Less(than btree.Item) bool {
return t.Key < than.(*storeElement).Key
}
var _ btree.Item = (*storeElement)(nil)
func storeElementKey(obj interface{}) (string, error) {
elem, ok := obj.(*storeElement)
if !ok {
return "", fmt.Errorf("not a storeElement: %v", obj)
}
return elem.Key, nil
}
func storeElementObject(obj interface{}) (runtime.Object, error) {
elem, ok := obj.(*storeElement)
if !ok {
return nil, fmt.Errorf("not a storeElement: %v", obj)
}
return elem.Object, nil
}
func storeElementIndexFunc(objIndexFunc cache.IndexFunc) cache.IndexFunc {
return func(obj interface{}) (strings []string, e error) {
seo, err := storeElementObject(obj)
if err != nil {
return nil, err
}
return objIndexFunc(seo)
}
}
func storeElementIndexers(indexers *cache.Indexers) cache.Indexers {
if indexers == nil {
return cache.Indexers{}
}
ret := cache.Indexers{}
for indexName, indexFunc := range *indexers {
ret[indexName] = storeElementIndexFunc(indexFunc)
}
return ret
}
|
