977 lines
40 KiB
Go
977 lines
40 KiB
Go
/*
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Copyright 2021 The Karmada Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package scheduler
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import (
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"context"
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"encoding/json"
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"errors"
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"fmt"
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"reflect"
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"strings"
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"time"
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corev1 "k8s.io/api/core/v1"
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apierrors "k8s.io/apimachinery/pkg/api/errors"
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"k8s.io/apimachinery/pkg/api/meta"
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metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
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"k8s.io/apimachinery/pkg/types"
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utilerrors "k8s.io/apimachinery/pkg/util/errors"
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"k8s.io/apimachinery/pkg/util/wait"
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"k8s.io/client-go/dynamic"
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"k8s.io/client-go/kubernetes"
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"k8s.io/client-go/tools/cache"
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"k8s.io/client-go/tools/record"
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"k8s.io/client-go/util/workqueue"
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"k8s.io/klog/v2"
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clusterv1alpha1 "github.com/karmada-io/karmada/pkg/apis/cluster/v1alpha1"
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policyv1alpha1 "github.com/karmada-io/karmada/pkg/apis/policy/v1alpha1"
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workv1alpha2 "github.com/karmada-io/karmada/pkg/apis/work/v1alpha2"
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estimatorclient "github.com/karmada-io/karmada/pkg/estimator/client"
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"github.com/karmada-io/karmada/pkg/events"
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karmadaclientset "github.com/karmada-io/karmada/pkg/generated/clientset/versioned"
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informerfactory "github.com/karmada-io/karmada/pkg/generated/informers/externalversions"
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clusterlister "github.com/karmada-io/karmada/pkg/generated/listers/cluster/v1alpha1"
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worklister "github.com/karmada-io/karmada/pkg/generated/listers/work/v1alpha2"
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schedulercache "github.com/karmada-io/karmada/pkg/scheduler/cache"
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"github.com/karmada-io/karmada/pkg/scheduler/core"
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"github.com/karmada-io/karmada/pkg/scheduler/framework"
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frameworkplugins "github.com/karmada-io/karmada/pkg/scheduler/framework/plugins"
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"github.com/karmada-io/karmada/pkg/scheduler/framework/runtime"
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"github.com/karmada-io/karmada/pkg/scheduler/metrics"
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"github.com/karmada-io/karmada/pkg/sharedcli/ratelimiterflag"
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"github.com/karmada-io/karmada/pkg/util"
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"github.com/karmada-io/karmada/pkg/util/grpcconnection"
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"github.com/karmada-io/karmada/pkg/util/helper"
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utilmetrics "github.com/karmada-io/karmada/pkg/util/metrics"
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)
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// ScheduleType defines the schedule type of a binding object should be performed.
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type ScheduleType string
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const (
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// ReconcileSchedule means the binding object associated policy has been changed.
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ReconcileSchedule ScheduleType = "ReconcileSchedule"
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// ScaleSchedule means the replicas of binding object has been changed.
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ScaleSchedule ScheduleType = "ScaleSchedule"
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)
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const (
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// DefaultScheduler defines the name of default scheduler.
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DefaultScheduler = "default-scheduler"
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)
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const (
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// successfulSchedulingMessage defines the successful binding event message.
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successfulSchedulingMessage = "Binding has been scheduled successfully."
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)
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// Scheduler is the scheduler schema, which is used to schedule a specific resource to specific clusters
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type Scheduler struct {
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DynamicClient dynamic.Interface
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KarmadaClient karmadaclientset.Interface
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KubeClient kubernetes.Interface
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bindingLister worklister.ResourceBindingLister
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clusterBindingLister worklister.ClusterResourceBindingLister
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clusterLister clusterlister.ClusterLister
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informerFactory informerfactory.SharedInformerFactory
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// clusterReconcileWorker reconciles cluster changes to trigger corresponding
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// ResourceBinding/ClusterResourceBinding rescheduling.
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clusterReconcileWorker util.AsyncWorker
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// TODO: implement a priority scheduling queue
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queue workqueue.TypedRateLimitingInterface[any]
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Algorithm core.ScheduleAlgorithm
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schedulerCache schedulercache.Cache
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eventRecorder record.EventRecorder
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enableSchedulerEstimator bool
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disableSchedulerEstimatorInPullMode bool
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schedulerEstimatorCache *estimatorclient.SchedulerEstimatorCache
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schedulerEstimatorServiceNamespace string
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schedulerEstimatorServicePrefix string
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schedulerEstimatorWorker util.AsyncWorker
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schedulerEstimatorClientConfig *grpcconnection.ClientConfig
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schedulerName string
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enableEmptyWorkloadPropagation bool
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}
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type schedulerOptions struct {
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// enableSchedulerEstimator represents whether the accurate scheduler estimator should be enabled.
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enableSchedulerEstimator bool
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// disableSchedulerEstimatorInPullMode represents whether to disable the scheduler estimator in pull mode.
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disableSchedulerEstimatorInPullMode bool
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// schedulerEstimatorTimeout specifies the timeout period of calling the accurate scheduler estimator service.
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schedulerEstimatorTimeout metav1.Duration
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// schedulerEstimatorServiceNamespace specifies the namespace to be used for discovering scheduler estimator services.
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schedulerEstimatorServiceNamespace string
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// SchedulerEstimatorServicePrefix presents the prefix of the accurate scheduler estimator service name.
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schedulerEstimatorServicePrefix string
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// schedulerName is the name of the scheduler. Default is "default-scheduler".
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schedulerName string
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//enableEmptyWorkloadPropagation represents whether allow workload with replicas 0 propagated to member clusters should be enabled
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enableEmptyWorkloadPropagation bool
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// outOfTreeRegistry represents the registry of out-of-tree plugins
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outOfTreeRegistry runtime.Registry
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// plugins is the list of plugins to enable or disable
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plugins []string
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// contains the options for rate limiter.
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RateLimiterOptions ratelimiterflag.Options
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// schedulerEstimatorClientConfig contains the configuration of GRPC.
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schedulerEstimatorClientConfig *grpcconnection.ClientConfig
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}
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// Option configures a Scheduler
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type Option func(*schedulerOptions)
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// WithEnableSchedulerEstimator sets the enableSchedulerEstimator for scheduler
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func WithEnableSchedulerEstimator(enableSchedulerEstimator bool) Option {
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return func(o *schedulerOptions) {
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o.enableSchedulerEstimator = enableSchedulerEstimator
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}
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}
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// WithSchedulerEstimatorConnection sets the grpc config for scheduler
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func WithSchedulerEstimatorConnection(port int, certFile, keyFile, trustedCAFile string, insecureSkipVerify bool) Option {
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return func(o *schedulerOptions) {
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o.schedulerEstimatorClientConfig = &grpcconnection.ClientConfig{
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CertFile: certFile,
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KeyFile: keyFile,
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ServerAuthCAFile: trustedCAFile,
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InsecureSkipServerVerify: insecureSkipVerify,
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TargetPort: port,
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}
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}
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}
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// WithDisableSchedulerEstimatorInPullMode sets the disableSchedulerEstimatorInPullMode for scheduler
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func WithDisableSchedulerEstimatorInPullMode(disableSchedulerEstimatorInPullMode bool) Option {
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return func(o *schedulerOptions) {
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o.disableSchedulerEstimatorInPullMode = disableSchedulerEstimatorInPullMode
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}
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}
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// WithSchedulerEstimatorTimeout sets the schedulerEstimatorTimeout for scheduler
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func WithSchedulerEstimatorTimeout(schedulerEstimatorTimeout metav1.Duration) Option {
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return func(o *schedulerOptions) {
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o.schedulerEstimatorTimeout = schedulerEstimatorTimeout
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}
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}
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// WithSchedulerEstimatorServiceNamespace sets the schedulerEstimatorServiceNamespace for the scheduler
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func WithSchedulerEstimatorServiceNamespace(schedulerEstimatorServiceNamespace string) Option {
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return func(o *schedulerOptions) {
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o.schedulerEstimatorServiceNamespace = schedulerEstimatorServiceNamespace
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}
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}
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// WithSchedulerEstimatorServicePrefix sets the schedulerEstimatorServicePrefix for scheduler
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func WithSchedulerEstimatorServicePrefix(schedulerEstimatorServicePrefix string) Option {
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return func(o *schedulerOptions) {
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o.schedulerEstimatorServicePrefix = schedulerEstimatorServicePrefix
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}
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}
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// WithSchedulerName sets the schedulerName for scheduler
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func WithSchedulerName(schedulerName string) Option {
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return func(o *schedulerOptions) {
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o.schedulerName = schedulerName
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}
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}
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// WithEnableEmptyWorkloadPropagation sets the enablePropagateEmptyWorkLoad for scheduler
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func WithEnableEmptyWorkloadPropagation(enableEmptyWorkloadPropagation bool) Option {
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return func(o *schedulerOptions) {
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o.enableEmptyWorkloadPropagation = enableEmptyWorkloadPropagation
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}
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}
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// WithEnableSchedulerPlugin sets the scheduler-plugin for scheduler
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func WithEnableSchedulerPlugin(plugins []string) Option {
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return func(o *schedulerOptions) {
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o.plugins = plugins
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}
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}
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// WithOutOfTreeRegistry sets the registry for out-of-tree plugins. Those plugins
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// will be appended to the default in-tree registry.
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func WithOutOfTreeRegistry(registry runtime.Registry) Option {
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return func(o *schedulerOptions) {
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o.outOfTreeRegistry = registry
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}
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}
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// WithRateLimiterOptions sets the rateLimiterOptions for scheduler
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func WithRateLimiterOptions(rateLimiterOptions ratelimiterflag.Options) Option {
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return func(o *schedulerOptions) {
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o.RateLimiterOptions = rateLimiterOptions
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}
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}
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// NewScheduler instantiates a scheduler
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func NewScheduler(dynamicClient dynamic.Interface, karmadaClient karmadaclientset.Interface, kubeClient kubernetes.Interface, opts ...Option) (*Scheduler, error) {
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factory := informerfactory.NewSharedInformerFactory(karmadaClient, 0)
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bindingLister := factory.Work().V1alpha2().ResourceBindings().Lister()
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clusterBindingLister := factory.Work().V1alpha2().ClusterResourceBindings().Lister()
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clusterLister := factory.Cluster().V1alpha1().Clusters().Lister()
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schedulerCache := schedulercache.NewCache(clusterLister)
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options := schedulerOptions{}
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for _, opt := range opts {
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opt(&options)
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}
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queue := workqueue.NewTypedRateLimitingQueueWithConfig(ratelimiterflag.DefaultControllerRateLimiter[any](options.RateLimiterOptions), workqueue.TypedRateLimitingQueueConfig[any]{Name: "scheduler-queue"})
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registry := frameworkplugins.NewInTreeRegistry()
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if err := registry.Merge(options.outOfTreeRegistry); err != nil {
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return nil, err
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}
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registry = registry.Filter(options.plugins)
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algorithm, err := core.NewGenericScheduler(schedulerCache, registry)
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if err != nil {
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return nil, err
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}
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sched := &Scheduler{
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DynamicClient: dynamicClient,
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KarmadaClient: karmadaClient,
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KubeClient: kubeClient,
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bindingLister: bindingLister,
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clusterBindingLister: clusterBindingLister,
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clusterLister: clusterLister,
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informerFactory: factory,
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queue: queue,
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Algorithm: algorithm,
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schedulerCache: schedulerCache,
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}
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sched.clusterReconcileWorker = util.NewAsyncWorker(util.Options{
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Name: "ClusterReconcileWorker",
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ReconcileFunc: sched.reconcileCluster,
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})
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if options.enableSchedulerEstimator {
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sched.enableSchedulerEstimator = options.enableSchedulerEstimator
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sched.disableSchedulerEstimatorInPullMode = options.disableSchedulerEstimatorInPullMode
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sched.schedulerEstimatorServicePrefix = options.schedulerEstimatorServicePrefix
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sched.schedulerEstimatorServiceNamespace = options.schedulerEstimatorServiceNamespace
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sched.schedulerEstimatorClientConfig = options.schedulerEstimatorClientConfig
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sched.schedulerEstimatorCache = estimatorclient.NewSchedulerEstimatorCache()
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schedulerEstimatorWorkerOptions := util.Options{
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Name: "scheduler-estimator",
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KeyFunc: nil,
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ReconcileFunc: sched.reconcileEstimatorConnection,
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}
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sched.schedulerEstimatorWorker = util.NewAsyncWorker(schedulerEstimatorWorkerOptions)
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schedulerEstimator := estimatorclient.NewSchedulerEstimator(sched.schedulerEstimatorCache, options.schedulerEstimatorTimeout.Duration)
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estimatorclient.RegisterSchedulerEstimator(schedulerEstimator)
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}
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sched.enableEmptyWorkloadPropagation = options.enableEmptyWorkloadPropagation
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sched.schedulerName = options.schedulerName
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sched.addAllEventHandlers()
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return sched, nil
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}
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// Run runs the scheduler
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func (s *Scheduler) Run(ctx context.Context) {
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stopCh := ctx.Done()
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klog.Infof("Starting karmada scheduler")
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defer klog.Infof("Shutting down karmada scheduler")
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// Establish all connections first and then begin scheduling.
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if s.enableSchedulerEstimator {
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s.establishEstimatorConnections()
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s.schedulerEstimatorWorker.Run(1, stopCh)
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}
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s.informerFactory.Start(stopCh)
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s.informerFactory.WaitForCacheSync(stopCh)
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s.clusterReconcileWorker.Run(1, stopCh)
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go wait.Until(s.worker, time.Second, stopCh)
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<-stopCh
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s.queue.ShutDown()
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}
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func (s *Scheduler) worker() {
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for s.scheduleNext() {
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}
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}
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func (s *Scheduler) scheduleNext() bool {
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key, shutdown := s.queue.Get()
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if shutdown {
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klog.Errorf("Fail to pop item from queue")
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return false
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}
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defer s.queue.Done(key)
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err := s.doSchedule(key.(string))
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s.handleErr(err, key)
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return true
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}
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func (s *Scheduler) doSchedule(key string) error {
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ns, name, err := cache.SplitMetaNamespaceKey(key)
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if err != nil {
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return err
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}
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if len(ns) > 0 {
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return s.doScheduleBinding(ns, name)
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}
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return s.doScheduleClusterBinding(name)
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}
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func (s *Scheduler) doScheduleBinding(namespace, name string) (err error) {
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rb, err := s.bindingLister.ResourceBindings(namespace).Get(name)
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if err != nil {
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if apierrors.IsNotFound(err) {
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// the binding does not exist, do nothing
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return nil
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}
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return err
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}
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if !rb.DeletionTimestamp.IsZero() {
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s.recordScheduleResultEventForResourceBinding(rb, nil, fmt.Errorf("skip schedule deleting resourceBinding: %s/%s", rb.Namespace, rb.Name))
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klog.V(4).InfoS("Skip schedule deleting ResourceBinding", "ResourceBinding", klog.KObj(rb))
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return nil
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}
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rb = rb.DeepCopy()
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if rb.Spec.Placement == nil {
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// never reach here
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err = fmt.Errorf("failed to get placement from resourceBinding(%s/%s)", rb.Namespace, rb.Name)
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klog.Error(err)
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return err
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}
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start := time.Now()
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appliedPlacementStr := util.GetLabelValue(rb.Annotations, util.PolicyPlacementAnnotation)
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if placementChanged(*rb.Spec.Placement, appliedPlacementStr, rb.Status.SchedulerObservedAffinityName) {
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// policy placement changed, need schedule
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klog.Infof("Start to schedule ResourceBinding(%s/%s) as placement changed", namespace, name)
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err = s.scheduleResourceBinding(rb)
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metrics.BindingSchedule(string(ReconcileSchedule), utilmetrics.DurationInSeconds(start), err)
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return err
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}
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if util.IsBindingReplicasChanged(&rb.Spec, rb.Spec.Placement.ReplicaScheduling) {
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// binding replicas changed, need reschedule
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klog.Infof("Reschedule ResourceBinding(%s/%s) as replicas scaled down or scaled up", namespace, name)
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err = s.scheduleResourceBinding(rb)
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metrics.BindingSchedule(string(ScaleSchedule), utilmetrics.DurationInSeconds(start), err)
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return err
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}
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if util.RescheduleRequired(rb.Spec.RescheduleTriggeredAt, rb.Status.LastScheduledTime) {
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// explicitly triggered reschedule
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klog.Infof("Reschedule ResourceBinding(%s/%s) as explicitly triggered reschedule", namespace, name)
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err = s.scheduleResourceBinding(rb)
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metrics.BindingSchedule(string(ReconcileSchedule), utilmetrics.DurationInSeconds(start), err)
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return err
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}
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if rb.Spec.Replicas == 0 ||
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rb.Spec.Placement.ReplicaSchedulingType() == policyv1alpha1.ReplicaSchedulingTypeDuplicated {
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// Duplicated resources should always be scheduled. Note: non-workload is considered as duplicated
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// even if scheduling type is divided.
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klog.V(3).Infof("Start to schedule ResourceBinding(%s/%s) as scheduling type is duplicated", namespace, name)
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err = s.scheduleResourceBinding(rb)
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metrics.BindingSchedule(string(ReconcileSchedule), utilmetrics.DurationInSeconds(start), err)
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return err
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}
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// TODO(dddddai): reschedule bindings on cluster change
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klog.V(3).Infof("Don't need to schedule ResourceBinding(%s/%s)", rb.Namespace, rb.Name)
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// If no scheduling is required, we need to ensure that binding.Generation is equal to
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// binding.Status.SchedulerObservedGeneration which means the current status of binding
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// is the latest status of successful scheduling.
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if rb.Generation != rb.Status.SchedulerObservedGeneration {
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updateRB := rb.DeepCopy()
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updateRB.Status.SchedulerObservedGeneration = updateRB.Generation
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return patchBindingStatus(s.KarmadaClient, rb, updateRB)
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}
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return nil
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}
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func (s *Scheduler) doScheduleClusterBinding(name string) (err error) {
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crb, err := s.clusterBindingLister.Get(name)
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if err != nil {
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if apierrors.IsNotFound(err) {
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// the binding does not exist, do nothing
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return nil
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}
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return err
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}
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if !crb.DeletionTimestamp.IsZero() {
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s.recordScheduleResultEventForClusterResourceBinding(crb, nil, fmt.Errorf("skip schedule deleting clusterResourceBinding: %s", crb.Name))
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klog.V(4).InfoS("Skip schedule deleting ClusterResourceBinding", "ClusterResourceBinding", klog.KObj(crb))
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return nil
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}
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crb = crb.DeepCopy()
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if crb.Spec.Placement == nil {
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// never reach here
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err = fmt.Errorf("failed to get placement from clusterResourceBinding(%s)", crb.Name)
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klog.Error(err)
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return err
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}
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start := time.Now()
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appliedPlacementStr := util.GetLabelValue(crb.Annotations, util.PolicyPlacementAnnotation)
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if placementChanged(*crb.Spec.Placement, appliedPlacementStr, crb.Status.SchedulerObservedAffinityName) {
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// policy placement changed, need schedule
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klog.Infof("Start to schedule ClusterResourceBinding(%s) as placement changed", name)
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err = s.scheduleClusterResourceBinding(crb)
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metrics.BindingSchedule(string(ReconcileSchedule), utilmetrics.DurationInSeconds(start), err)
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return err
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}
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if util.IsBindingReplicasChanged(&crb.Spec, crb.Spec.Placement.ReplicaScheduling) {
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// binding replicas changed, need reschedule
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klog.Infof("Reschedule ClusterResourceBinding(%s) as replicas scaled down or scaled up", name)
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err = s.scheduleClusterResourceBinding(crb)
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metrics.BindingSchedule(string(ScaleSchedule), utilmetrics.DurationInSeconds(start), err)
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return err
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}
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if util.RescheduleRequired(crb.Spec.RescheduleTriggeredAt, crb.Status.LastScheduledTime) {
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// explicitly triggered reschedule
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klog.Infof("Start to schedule ClusterResourceBinding(%s) as explicitly triggered reschedule", name)
|
|
err = s.scheduleClusterResourceBinding(crb)
|
|
metrics.BindingSchedule(string(ReconcileSchedule), utilmetrics.DurationInSeconds(start), err)
|
|
return err
|
|
}
|
|
if crb.Spec.Replicas == 0 ||
|
|
crb.Spec.Placement.ReplicaSchedulingType() == policyv1alpha1.ReplicaSchedulingTypeDuplicated {
|
|
// Duplicated resources should always be scheduled. Note: non-workload is considered as duplicated
|
|
// even if scheduling type is divided.
|
|
klog.V(3).Infof("Start to schedule ClusterResourceBinding(%s) as scheduling type is duplicated", name)
|
|
err = s.scheduleClusterResourceBinding(crb)
|
|
metrics.BindingSchedule(string(ReconcileSchedule), utilmetrics.DurationInSeconds(start), err)
|
|
return err
|
|
}
|
|
// TODO(dddddai): reschedule bindings on cluster change
|
|
klog.Infof("Don't need to schedule ClusterResourceBinding(%s)", name)
|
|
|
|
// If no scheduling is required, we need to ensure that binding.Generation is equal to
|
|
// binding.Status.SchedulerObservedGeneration which means the current status of binding
|
|
// is the latest status of successful scheduling.
|
|
if crb.Generation != crb.Status.SchedulerObservedGeneration {
|
|
updateCRB := crb.DeepCopy()
|
|
updateCRB.Status.SchedulerObservedGeneration = updateCRB.Generation
|
|
return patchClusterResourceBindingStatus(s.KarmadaClient, crb, updateCRB)
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (s *Scheduler) scheduleResourceBinding(rb *workv1alpha2.ResourceBinding) (err error) {
|
|
defer func() {
|
|
condition, ignoreErr := getConditionByError(err)
|
|
if updateErr := patchBindingStatusCondition(s.KarmadaClient, rb, condition); updateErr != nil {
|
|
// if patch error occurs, just return patch error to reconcile again.
|
|
err = updateErr
|
|
klog.Errorf("Failed to patch schedule status to ResourceBinding(%s/%s): %v", rb.Namespace, rb.Name, err)
|
|
} else if ignoreErr && err != nil {
|
|
// for finished schedule, we won't retry.
|
|
err = nil
|
|
}
|
|
}()
|
|
|
|
if rb.Spec.Placement.ClusterAffinities != nil {
|
|
return s.scheduleResourceBindingWithClusterAffinities(rb)
|
|
}
|
|
return s.scheduleResourceBindingWithClusterAffinity(rb)
|
|
}
|
|
|
|
func (s *Scheduler) scheduleResourceBindingWithClusterAffinity(rb *workv1alpha2.ResourceBinding) error {
|
|
klog.V(4).InfoS("Begin scheduling resource binding with ClusterAffinity", "resourceBinding", klog.KObj(rb))
|
|
defer klog.V(4).InfoS("End scheduling resource binding with ClusterAffinity", "resourceBinding", klog.KObj(rb))
|
|
|
|
placementBytes, err := json.Marshal(*rb.Spec.Placement)
|
|
if err != nil {
|
|
klog.V(4).ErrorS(err, "Failed to marshal binding placement", "resourceBinding", klog.KObj(rb))
|
|
return err
|
|
}
|
|
|
|
scheduleResult, err := s.Algorithm.Schedule(context.TODO(), &rb.Spec, &rb.Status, &core.ScheduleAlgorithmOption{EnableEmptyWorkloadPropagation: s.enableEmptyWorkloadPropagation})
|
|
var fitErr *framework.FitError
|
|
// in case of no cluster error, can not return but continue to patch(cleanup) the result.
|
|
if err != nil && !errors.As(err, &fitErr) {
|
|
s.recordScheduleResultEventForResourceBinding(rb, nil, err)
|
|
klog.Errorf("Failed scheduling ResourceBinding(%s/%s): %v", rb.Namespace, rb.Name, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("ResourceBinding(%s/%s) scheduled to clusters %v", rb.Namespace, rb.Name, scheduleResult.SuggestedClusters)
|
|
patchErr := s.patchScheduleResultForResourceBinding(rb, string(placementBytes), scheduleResult.SuggestedClusters)
|
|
if patchErr != nil {
|
|
err = utilerrors.NewAggregate([]error{err, patchErr})
|
|
}
|
|
s.recordScheduleResultEventForResourceBinding(rb, scheduleResult.SuggestedClusters, err)
|
|
return err
|
|
}
|
|
|
|
func (s *Scheduler) scheduleResourceBindingWithClusterAffinities(rb *workv1alpha2.ResourceBinding) error {
|
|
klog.V(4).InfoS("Begin scheduling resourceBinding with ClusterAffinities", "resourceBinding", klog.KObj(rb))
|
|
defer klog.V(4).InfoS("End scheduling resourceBinding with ClusterAffinities", "resourceBinding", klog.KObj(rb))
|
|
|
|
placementBytes, err := json.Marshal(*rb.Spec.Placement)
|
|
if err != nil {
|
|
klog.V(4).ErrorS(err, "Failed to marshal binding placement", "resourceBinding", klog.KObj(rb))
|
|
return err
|
|
}
|
|
|
|
var (
|
|
scheduleResult core.ScheduleResult
|
|
firstErr error
|
|
)
|
|
|
|
affinityIndex := getAffinityIndex(rb.Spec.Placement.ClusterAffinities, rb.Status.SchedulerObservedAffinityName)
|
|
updatedStatus := rb.Status.DeepCopy()
|
|
for affinityIndex < len(rb.Spec.Placement.ClusterAffinities) {
|
|
klog.V(4).Infof("Schedule ResourceBinding(%s/%s) with clusterAffiliates index(%d)", rb.Namespace, rb.Name, affinityIndex)
|
|
updatedStatus.SchedulerObservedAffinityName = rb.Spec.Placement.ClusterAffinities[affinityIndex].AffinityName
|
|
scheduleResult, err = s.Algorithm.Schedule(context.TODO(), &rb.Spec, updatedStatus, &core.ScheduleAlgorithmOption{EnableEmptyWorkloadPropagation: s.enableEmptyWorkloadPropagation})
|
|
if err == nil {
|
|
break
|
|
}
|
|
|
|
// obtain to err of the first scheduling
|
|
if firstErr == nil {
|
|
firstErr = err
|
|
}
|
|
|
|
err = fmt.Errorf("failed to schedule ResourceBinding(%s/%s) with clusterAffiliates index(%d): %v", rb.Namespace, rb.Name, affinityIndex, err)
|
|
klog.Error(err)
|
|
s.recordScheduleResultEventForResourceBinding(rb, nil, err)
|
|
affinityIndex++
|
|
}
|
|
|
|
if affinityIndex >= len(rb.Spec.Placement.ClusterAffinities) {
|
|
klog.Errorf("Failed to schedule ResourceBinding(%s/%s) with all ClusterAffinities.", rb.Namespace, rb.Name)
|
|
|
|
updatedStatus.SchedulerObservedAffinityName = rb.Status.SchedulerObservedAffinityName
|
|
|
|
var fitErr *framework.FitError
|
|
if !errors.As(firstErr, &fitErr) {
|
|
return firstErr
|
|
}
|
|
|
|
klog.V(4).Infof("ResourceBinding(%s/%s) scheduled to clusters %v", rb.Namespace, rb.Name, nil)
|
|
patchErr := s.patchScheduleResultForResourceBinding(rb, string(placementBytes), nil)
|
|
if patchErr != nil {
|
|
err = utilerrors.NewAggregate([]error{firstErr, patchErr})
|
|
} else {
|
|
err = firstErr
|
|
}
|
|
s.recordScheduleResultEventForResourceBinding(rb, nil, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("ResourceBinding(%s/%s) scheduled to clusters %v", rb.Namespace, rb.Name, scheduleResult.SuggestedClusters)
|
|
patchErr := s.patchScheduleResultForResourceBinding(rb, string(placementBytes), scheduleResult.SuggestedClusters)
|
|
patchStatusErr := patchBindingStatusWithAffinityName(s.KarmadaClient, rb, updatedStatus.SchedulerObservedAffinityName)
|
|
scheduleErr := utilerrors.NewAggregate([]error{patchErr, patchStatusErr})
|
|
s.recordScheduleResultEventForResourceBinding(rb, nil, scheduleErr)
|
|
return scheduleErr
|
|
}
|
|
|
|
func (s *Scheduler) patchScheduleResultForResourceBinding(oldBinding *workv1alpha2.ResourceBinding, placement string, scheduleResult []workv1alpha2.TargetCluster) error {
|
|
newBinding := oldBinding.DeepCopy()
|
|
if newBinding.Annotations == nil {
|
|
newBinding.Annotations = make(map[string]string)
|
|
}
|
|
newBinding.Annotations[util.PolicyPlacementAnnotation] = placement
|
|
newBinding.Spec.Clusters = scheduleResult
|
|
|
|
patchBytes, err := helper.GenMergePatch(oldBinding, newBinding)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
if len(patchBytes) == 0 {
|
|
return nil
|
|
}
|
|
|
|
_, err = s.KarmadaClient.WorkV1alpha2().ResourceBindings(newBinding.Namespace).Patch(context.TODO(), newBinding.Name, types.MergePatchType, patchBytes, metav1.PatchOptions{})
|
|
if err != nil {
|
|
klog.Errorf("Failed to patch schedule to ResourceBinding(%s/%s): %v", oldBinding.Namespace, oldBinding.Name, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("Patch schedule to ResourceBinding(%s/%s) succeed", oldBinding.Namespace, oldBinding.Name)
|
|
return nil
|
|
}
|
|
|
|
func (s *Scheduler) scheduleClusterResourceBinding(crb *workv1alpha2.ClusterResourceBinding) (err error) {
|
|
defer func() {
|
|
condition, ignoreErr := getConditionByError(err)
|
|
if updateErr := patchClusterBindingStatusCondition(s.KarmadaClient, crb, condition); updateErr != nil {
|
|
// if patch error occurs, just return patch error to reconcile again.
|
|
err = updateErr
|
|
klog.Errorf("Failed to patch schedule status to ClusterResourceBinding(%s): %v", crb.Name, err)
|
|
} else if ignoreErr && err != nil {
|
|
// for finished schedule, we won't retry.
|
|
err = nil
|
|
}
|
|
}()
|
|
|
|
if crb.Spec.Placement.ClusterAffinities != nil {
|
|
return s.scheduleClusterResourceBindingWithClusterAffinities(crb)
|
|
}
|
|
return s.scheduleClusterResourceBindingWithClusterAffinity(crb)
|
|
}
|
|
|
|
func (s *Scheduler) scheduleClusterResourceBindingWithClusterAffinity(crb *workv1alpha2.ClusterResourceBinding) error {
|
|
klog.V(4).InfoS("Begin scheduling clusterResourceBinding with ClusterAffinity", "clusterResourceBinding", klog.KObj(crb))
|
|
defer klog.V(4).InfoS("End scheduling clusterResourceBinding with ClusterAffinity", "clusterResourceBinding", klog.KObj(crb))
|
|
|
|
placementBytes, err := json.Marshal(*crb.Spec.Placement)
|
|
if err != nil {
|
|
klog.V(4).ErrorS(err, "Failed to marshal binding placement", "clusterResourceBinding", klog.KObj(crb))
|
|
return err
|
|
}
|
|
|
|
scheduleResult, err := s.Algorithm.Schedule(context.TODO(), &crb.Spec, &crb.Status, &core.ScheduleAlgorithmOption{EnableEmptyWorkloadPropagation: s.enableEmptyWorkloadPropagation})
|
|
var fitErr *framework.FitError
|
|
// in case of no cluster error, can not return but continue to patch(cleanup) the result.
|
|
if err != nil && !errors.As(err, &fitErr) {
|
|
s.recordScheduleResultEventForClusterResourceBinding(crb, nil, err)
|
|
klog.Errorf("Failed scheduling clusterResourceBinding(%s): %v", crb.Name, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("clusterResourceBinding(%s) scheduled to clusters %v", crb.Name, scheduleResult.SuggestedClusters)
|
|
patchErr := s.patchScheduleResultForClusterResourceBinding(crb, string(placementBytes), scheduleResult.SuggestedClusters)
|
|
if patchErr != nil {
|
|
err = utilerrors.NewAggregate([]error{err, patchErr})
|
|
}
|
|
s.recordScheduleResultEventForClusterResourceBinding(crb, scheduleResult.SuggestedClusters, err)
|
|
return err
|
|
}
|
|
|
|
func (s *Scheduler) scheduleClusterResourceBindingWithClusterAffinities(crb *workv1alpha2.ClusterResourceBinding) error {
|
|
klog.V(4).InfoS("Begin scheduling clusterResourceBinding with ClusterAffinities", "clusterResourceBinding", klog.KObj(crb))
|
|
defer klog.V(4).InfoS("End scheduling clusterResourceBinding with ClusterAffinities", "clusterResourceBinding", klog.KObj(crb))
|
|
|
|
placementBytes, err := json.Marshal(*crb.Spec.Placement)
|
|
if err != nil {
|
|
klog.V(4).ErrorS(err, "Failed to marshal binding placement", "clusterResourceBinding", klog.KObj(crb))
|
|
return err
|
|
}
|
|
|
|
var (
|
|
scheduleResult core.ScheduleResult
|
|
firstErr error
|
|
)
|
|
|
|
affinityIndex := getAffinityIndex(crb.Spec.Placement.ClusterAffinities, crb.Status.SchedulerObservedAffinityName)
|
|
updatedStatus := crb.Status.DeepCopy()
|
|
for affinityIndex < len(crb.Spec.Placement.ClusterAffinities) {
|
|
klog.V(4).Infof("Schedule ClusterResourceBinding(%s) with clusterAffiliates index(%d)", crb.Name, affinityIndex)
|
|
updatedStatus.SchedulerObservedAffinityName = crb.Spec.Placement.ClusterAffinities[affinityIndex].AffinityName
|
|
scheduleResult, err = s.Algorithm.Schedule(context.TODO(), &crb.Spec, updatedStatus, &core.ScheduleAlgorithmOption{EnableEmptyWorkloadPropagation: s.enableEmptyWorkloadPropagation})
|
|
if err == nil {
|
|
break
|
|
}
|
|
|
|
// obtain to err of the first scheduling
|
|
if firstErr == nil {
|
|
firstErr = err
|
|
}
|
|
|
|
err = fmt.Errorf("failed to schedule ClusterResourceBinding(%s) with clusterAffiliates index(%d): %v", crb.Name, affinityIndex, err)
|
|
klog.Error(err)
|
|
s.recordScheduleResultEventForClusterResourceBinding(crb, nil, err)
|
|
affinityIndex++
|
|
}
|
|
|
|
if affinityIndex >= len(crb.Spec.Placement.ClusterAffinities) {
|
|
klog.Errorf("Failed to schedule ClusterResourceBinding(%s) with all ClusterAffinities.", crb.Name)
|
|
|
|
updatedStatus.SchedulerObservedAffinityName = crb.Status.SchedulerObservedAffinityName
|
|
|
|
var fitErr *framework.FitError
|
|
if !errors.As(firstErr, &fitErr) {
|
|
return firstErr
|
|
}
|
|
|
|
klog.V(4).Infof("ClusterResourceBinding(%s) scheduled to clusters %v", crb.Name, nil)
|
|
patchErr := s.patchScheduleResultForClusterResourceBinding(crb, string(placementBytes), nil)
|
|
if patchErr != nil {
|
|
err = utilerrors.NewAggregate([]error{firstErr, patchErr})
|
|
} else {
|
|
err = firstErr
|
|
}
|
|
s.recordScheduleResultEventForClusterResourceBinding(crb, nil, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("ClusterResourceBinding(%s) scheduled to clusters %v", crb.Name, scheduleResult.SuggestedClusters)
|
|
patchErr := s.patchScheduleResultForClusterResourceBinding(crb, string(placementBytes), scheduleResult.SuggestedClusters)
|
|
patchStatusErr := patchClusterBindingStatusWithAffinityName(s.KarmadaClient, crb, updatedStatus.SchedulerObservedAffinityName)
|
|
scheduleErr := utilerrors.NewAggregate([]error{patchErr, patchStatusErr})
|
|
s.recordScheduleResultEventForClusterResourceBinding(crb, nil, scheduleErr)
|
|
return scheduleErr
|
|
}
|
|
|
|
func (s *Scheduler) patchScheduleResultForClusterResourceBinding(oldBinding *workv1alpha2.ClusterResourceBinding, placement string, scheduleResult []workv1alpha2.TargetCluster) error {
|
|
newBinding := oldBinding.DeepCopy()
|
|
if newBinding.Annotations == nil {
|
|
newBinding.Annotations = make(map[string]string)
|
|
}
|
|
newBinding.Annotations[util.PolicyPlacementAnnotation] = placement
|
|
newBinding.Spec.Clusters = scheduleResult
|
|
|
|
patchBytes, err := helper.GenMergePatch(oldBinding, newBinding)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
if len(patchBytes) == 0 {
|
|
return nil
|
|
}
|
|
|
|
_, err = s.KarmadaClient.WorkV1alpha2().ClusterResourceBindings().Patch(context.TODO(), newBinding.Name, types.MergePatchType, patchBytes, metav1.PatchOptions{})
|
|
if err != nil {
|
|
klog.Errorf("Failed to patch schedule to ClusterResourceBinding(%s): %v", oldBinding.Name, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("Patch schedule to ClusterResourceBinding(%s) succeed", oldBinding.Name)
|
|
return nil
|
|
}
|
|
|
|
func (s *Scheduler) handleErr(err error, key interface{}) {
|
|
if err == nil || apierrors.HasStatusCause(err, corev1.NamespaceTerminatingCause) {
|
|
s.queue.Forget(key)
|
|
return
|
|
}
|
|
|
|
s.queue.AddRateLimited(key)
|
|
metrics.CountSchedulerBindings(metrics.ScheduleAttemptFailure)
|
|
}
|
|
|
|
func (s *Scheduler) reconcileEstimatorConnection(key util.QueueKey) error {
|
|
name, ok := key.(string)
|
|
if !ok {
|
|
return fmt.Errorf("failed to reconcile estimator connection as invalid key: %v", key)
|
|
}
|
|
|
|
cluster, err := s.clusterLister.Get(name)
|
|
if err != nil {
|
|
if apierrors.IsNotFound(err) {
|
|
s.schedulerEstimatorCache.DeleteCluster(name)
|
|
return nil
|
|
}
|
|
return err
|
|
}
|
|
if cluster.Spec.SyncMode == clusterv1alpha1.Pull && s.disableSchedulerEstimatorInPullMode {
|
|
return nil
|
|
}
|
|
|
|
serviceInfo := estimatorclient.SchedulerEstimatorServiceInfo{
|
|
Name: name,
|
|
Namespace: s.schedulerEstimatorServiceNamespace,
|
|
NamePrefix: s.schedulerEstimatorServicePrefix,
|
|
}
|
|
return estimatorclient.EstablishConnection(s.KubeClient, serviceInfo, s.schedulerEstimatorCache, s.schedulerEstimatorClientConfig)
|
|
}
|
|
|
|
func (s *Scheduler) establishEstimatorConnections() {
|
|
clusterList, err := s.KarmadaClient.ClusterV1alpha1().Clusters().List(context.TODO(), metav1.ListOptions{})
|
|
if err != nil {
|
|
klog.Errorf("Cannot list all clusters when establish all cluster estimator connections: %v", err)
|
|
return
|
|
}
|
|
for i := range clusterList.Items {
|
|
if clusterList.Items[i].Spec.SyncMode == clusterv1alpha1.Pull && s.disableSchedulerEstimatorInPullMode {
|
|
continue
|
|
}
|
|
serviceInfo := estimatorclient.SchedulerEstimatorServiceInfo{
|
|
Name: clusterList.Items[i].Name,
|
|
Namespace: s.schedulerEstimatorServiceNamespace,
|
|
NamePrefix: s.schedulerEstimatorServicePrefix,
|
|
}
|
|
if err = estimatorclient.EstablishConnection(s.KubeClient, serviceInfo, s.schedulerEstimatorCache, s.schedulerEstimatorClientConfig); err != nil {
|
|
klog.Error(err)
|
|
}
|
|
}
|
|
}
|
|
|
|
// patchBindingStatusCondition patches schedule status condition of ResourceBinding when necessary.
|
|
func patchBindingStatusCondition(karmadaClient karmadaclientset.Interface, rb *workv1alpha2.ResourceBinding, newScheduledCondition metav1.Condition) error {
|
|
klog.V(4).Infof("Begin to patch status condition to ResourceBinding(%s/%s)", rb.Namespace, rb.Name)
|
|
|
|
updateRB := rb.DeepCopy()
|
|
meta.SetStatusCondition(&updateRB.Status.Conditions, newScheduledCondition)
|
|
// Postpone setting observed generation until schedule succeed, assume scheduler will retry and
|
|
// will succeed eventually.
|
|
if newScheduledCondition.Status == metav1.ConditionTrue {
|
|
updateRB.Status.SchedulerObservedGeneration = rb.Generation
|
|
currentTime := metav1.Now()
|
|
updateRB.Status.LastScheduledTime = ¤tTime
|
|
}
|
|
|
|
if reflect.DeepEqual(rb.Status, updateRB.Status) {
|
|
return nil
|
|
}
|
|
return patchBindingStatus(karmadaClient, rb, updateRB)
|
|
}
|
|
|
|
// patchBindingStatusWithAffinityName patches schedule status with affinityName of ResourceBinding when necessary.
|
|
func patchBindingStatusWithAffinityName(karmadaClient karmadaclientset.Interface, rb *workv1alpha2.ResourceBinding, affinityName string) error {
|
|
if rb.Status.SchedulerObservedAffinityName == affinityName {
|
|
return nil
|
|
}
|
|
|
|
klog.V(4).Infof("Begin to patch status with affinityName(%s) to ResourceBinding(%s/%s).", affinityName, rb.Namespace, rb.Name)
|
|
updateRB := rb.DeepCopy()
|
|
updateRB.Status.SchedulerObservedAffinityName = affinityName
|
|
return patchBindingStatus(karmadaClient, rb, updateRB)
|
|
}
|
|
|
|
func patchBindingStatus(karmadaClient karmadaclientset.Interface, rb, updateRB *workv1alpha2.ResourceBinding) error {
|
|
patchBytes, err := helper.GenFieldMergePatch("status", rb.Status, updateRB.Status)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
if len(patchBytes) == 0 {
|
|
return nil
|
|
}
|
|
|
|
_, err = karmadaClient.WorkV1alpha2().ResourceBindings(rb.Namespace).Patch(context.TODO(), rb.Name, types.MergePatchType, patchBytes, metav1.PatchOptions{}, "status")
|
|
if err != nil {
|
|
klog.Errorf("Failed to patch schedule status ResourceBinding(%s/%s): %v", rb.Namespace, rb.Name, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("Patch schedule status to ResourceBinding(%s/%s) succeed", rb.Namespace, rb.Name)
|
|
return nil
|
|
}
|
|
|
|
// patchClusterBindingStatusCondition patches schedule status condition of ClusterResourceBinding when necessary
|
|
func patchClusterBindingStatusCondition(karmadaClient karmadaclientset.Interface, crb *workv1alpha2.ClusterResourceBinding, newScheduledCondition metav1.Condition) error {
|
|
klog.V(4).Infof("Begin to patch status condition to ClusterResourceBinding(%s)", crb.Name)
|
|
|
|
updateCRB := crb.DeepCopy()
|
|
meta.SetStatusCondition(&updateCRB.Status.Conditions, newScheduledCondition)
|
|
// Postpone setting observed generation until schedule succeed, assume scheduler will retry and
|
|
// will succeed eventually.
|
|
if newScheduledCondition.Status == metav1.ConditionTrue {
|
|
updateCRB.Status.SchedulerObservedGeneration = crb.Generation
|
|
currentTime := metav1.Now()
|
|
updateCRB.Status.LastScheduledTime = ¤tTime
|
|
}
|
|
|
|
if reflect.DeepEqual(crb.Status, updateCRB.Status) {
|
|
return nil
|
|
}
|
|
return patchClusterResourceBindingStatus(karmadaClient, crb, updateCRB)
|
|
}
|
|
|
|
// patchClusterBindingStatusWithAffinityName patches schedule status with affinityName of ClusterResourceBinding when necessary.
|
|
func patchClusterBindingStatusWithAffinityName(karmadaClient karmadaclientset.Interface, crb *workv1alpha2.ClusterResourceBinding, affinityName string) error {
|
|
if crb.Status.SchedulerObservedAffinityName == affinityName {
|
|
return nil
|
|
}
|
|
|
|
klog.V(4).Infof("Begin to patch status with affinityName(%s) to ClusterResourceBinding(%s).", affinityName, crb.Name)
|
|
updateCRB := crb.DeepCopy()
|
|
updateCRB.Status.SchedulerObservedAffinityName = affinityName
|
|
return patchClusterResourceBindingStatus(karmadaClient, crb, updateCRB)
|
|
}
|
|
|
|
func patchClusterResourceBindingStatus(karmadaClient karmadaclientset.Interface, crb, updateCRB *workv1alpha2.ClusterResourceBinding) error {
|
|
patchBytes, err := helper.GenFieldMergePatch("status", crb.Status, updateCRB.Status)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
if len(patchBytes) == 0 {
|
|
return nil
|
|
}
|
|
|
|
_, err = karmadaClient.WorkV1alpha2().ClusterResourceBindings().Patch(context.TODO(), crb.Name, types.MergePatchType, patchBytes, metav1.PatchOptions{}, "status")
|
|
if err != nil {
|
|
klog.Errorf("Failed to patch schedule status to ClusterResourceBinding(%s): %v", crb.Name, err)
|
|
return err
|
|
}
|
|
|
|
klog.V(4).Infof("Patch schedule status to ClusterResourceBinding(%s) succeed", crb.Name)
|
|
return nil
|
|
}
|
|
|
|
func (s *Scheduler) recordScheduleResultEventForResourceBinding(rb *workv1alpha2.ResourceBinding,
|
|
scheduleResult []workv1alpha2.TargetCluster, schedulerErr error) {
|
|
if rb == nil {
|
|
return
|
|
}
|
|
|
|
ref := &corev1.ObjectReference{
|
|
Kind: rb.Spec.Resource.Kind,
|
|
APIVersion: rb.Spec.Resource.APIVersion,
|
|
Namespace: rb.Spec.Resource.Namespace,
|
|
Name: rb.Spec.Resource.Name,
|
|
UID: rb.Spec.Resource.UID,
|
|
}
|
|
|
|
if schedulerErr == nil {
|
|
successMsg := fmt.Sprintf("%s Result: {%s}", successfulSchedulingMessage, targetClustersToString(scheduleResult))
|
|
s.eventRecorder.Event(rb, corev1.EventTypeNormal, events.EventReasonScheduleBindingSucceed, successMsg)
|
|
s.eventRecorder.Event(ref, corev1.EventTypeNormal, events.EventReasonScheduleBindingSucceed, successMsg)
|
|
} else {
|
|
s.eventRecorder.Event(rb, corev1.EventTypeWarning, events.EventReasonScheduleBindingFailed, schedulerErr.Error())
|
|
s.eventRecorder.Event(ref, corev1.EventTypeWarning, events.EventReasonScheduleBindingFailed, schedulerErr.Error())
|
|
}
|
|
}
|
|
|
|
func (s *Scheduler) recordScheduleResultEventForClusterResourceBinding(crb *workv1alpha2.ClusterResourceBinding,
|
|
scheduleResult []workv1alpha2.TargetCluster, schedulerErr error) {
|
|
if crb == nil {
|
|
return
|
|
}
|
|
|
|
ref := &corev1.ObjectReference{
|
|
Kind: crb.Spec.Resource.Kind,
|
|
APIVersion: crb.Spec.Resource.APIVersion,
|
|
Namespace: crb.Spec.Resource.Namespace,
|
|
Name: crb.Spec.Resource.Name,
|
|
UID: crb.Spec.Resource.UID,
|
|
}
|
|
|
|
if schedulerErr == nil {
|
|
successMsg := fmt.Sprintf("%s Result {%s}", successfulSchedulingMessage, targetClustersToString(scheduleResult))
|
|
s.eventRecorder.Event(crb, corev1.EventTypeNormal, events.EventReasonScheduleBindingSucceed, successMsg)
|
|
s.eventRecorder.Event(ref, corev1.EventTypeNormal, events.EventReasonScheduleBindingSucceed, successMsg)
|
|
} else {
|
|
s.eventRecorder.Event(crb, corev1.EventTypeWarning, events.EventReasonScheduleBindingFailed, schedulerErr.Error())
|
|
s.eventRecorder.Event(ref, corev1.EventTypeWarning, events.EventReasonScheduleBindingFailed, schedulerErr.Error())
|
|
}
|
|
}
|
|
|
|
// targetClustersToString convert []workv1alpha2.TargetCluster to string in format like "member:1, member2:2".
|
|
func targetClustersToString(tcs []workv1alpha2.TargetCluster) string {
|
|
tcsStrs := make([]string, 0, len(tcs))
|
|
for _, cluster := range tcs {
|
|
tcsStrs = append(tcsStrs, fmt.Sprintf("%s:%d", cluster.Name, cluster.Replicas))
|
|
}
|
|
return strings.Join(tcsStrs, ", ")
|
|
}
|