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Kubernetes集群监控插件Metrics Server安装与使用

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标题“metrics-server-master.zip”中所隐含的知识点涉及到了Kubernetes(简称k8s)的一个核心组件——Metrics Server。在Kubernetes生态系统中,Metrics Server是一个集群级别的资源数据聚合器,它可以收集集群中所有节点和Pod的资源使用情况数据,如CPU和内存等。Metrics Server通常作为Kubernetes集群的扩展,用以实现监控功能,以便集群管理员可以更好地了解集群的性能和健康状况。 描述“k8s插件用来文件登录监控集群信息Please select the kubeconfig file that you have created to configure access to the cluster. To find out more about how to configure and use kubeconfig file, please refer to the Configure Access to Multiple Clusters section.”提供了关于如何接入和配置Metrics Server的指导。其中,“kubeconfig”是一个配置文件,用于配置对Kubernetes集群访问的认证信息。这个文件包含集群的位置、用户认证信息以及一些其他有用的配置信息,是与Kubernetes集群通信的桥梁。通过选择或配置kubeconfig文件,管理员可以设定使用Metrics Server来监控集群。而“Configure Access to Multiple Clusters”则可能指向官方文档的特定部分,给出了如何配置和使用kubeconfig文件以接入多个Kubernetes集群的详细指南。 标签“k8s-插件”简洁地指出了Metrics Server是为Kubernetes环境定制的插件,它不仅扩展了Kubernetes的功能,而且与整个系统的其他组件无缝集成。 从压缩包子文件的文件名称列表中“metrics-server-master”可以看出,我们正在处理的zip包是Metrics Server项目的主分支(master branch),通常包含最新的开发代码和相关的配置文件。Metrics Server作为核心监控组件,能够提供水平自动扩展(Horizontal Pod Autoscaler, HPA)所需的关键度量指标。这意味着,基于 Metrics Server 收集的数据,HPA可以自动调整副本数量以维持应用性能的稳定性。管理员可以设定一个阈值,当应用负载变化时,系统会自动增减Pod的数量,从而达到资源的优化利用。 深入到Metrics Server的安装和使用,管理员需要确保集群具备访问所需的APIs,比如metrics.k8s.io。这通常意味着必须部署metrics-server。在安装过程中,可能需要修改部署配置来指定kubeconfig的认证信息,以便Metrics Server能正确地访问Kubernetes API服务器。此外,还需要确保有足够的权限来读取集群节点和Pods的资源使用情况信息。 在Kubernetes生态系统中,_metrics-server-master.zip_文件通常包含了Metrics Server项目的代码和资源,这意味着管理员可以通过解压和应用这些文件来部署Metrics Server。尽管每个Kubernetes环境可能稍有不同,但通常这涉及运行部署命令,如“kubectl apply”,并且指定包含Metrics Server资源描述的yaml文件。 综上所述,Metrics Server在Kubernetes集群中扮演了至关重要的角色,它提供了实时监控资源使用情况的功能,使得集群管理员可以有效地监控集群的健康状况,并对集群的扩展性做出快速而准确的决策。

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Registered local node features [ES_V_8, ES_V_9, cluster.reroute.ignores_metric_param, cluster.stats.source_modes, linear_retriever_supported, lucene_10_1_upgrade, lucene_10_upgrade, security.queryable_built_in_roles, simulate.ignored.fields] [2025-05-12T16:43:57,873][INFO ][o.e.c.m.DataStreamGlobalRetentionSettings] [DESKTOP-A854GSO] Updated default factory retention to [null] [2025-05-12T16:43:57,874][INFO ][o.e.c.m.DataStreamGlobalRetentionSettings] [DESKTOP-A854GSO] Updated max factory retention to [null] [2025-05-12T16:43:58,428][INFO ][o.e.x.m.p.l.CppLogMessageHandler] [DESKTOP-A854GSO] [controller/15508] [Main.cc@123] controller (64 bit): Version 9.0.1 (Build 5ac89bc732bee2) Copyright (c) 2025 Elasticsearch BV [2025-05-12T16:43:58,907][INFO ][o.e.x.o.OTelPlugin ] [DESKTOP-A854GSO] OTel ingest plugin is enabled [2025-05-12T16:43:58,937][INFO ][o.e.x.c.t.YamlTemplateRegistry] [DESKTOP-A854GSO] OpenTelemetry index template registry is enabled [2025-05-12T16:43:58,953][INFO ][o.e.t.a.APM ] [DESKTOP-A854GSO] Sending apm metrics is disabled [2025-05-12T16:43:58,954][INFO ][o.e.t.a.APM ] [DESKTOP-A854GSO] Sending apm tracing is disabled [2025-05-12T16:43:59,004][INFO ][o.e.x.s.Security ] [DESKTOP-A854GSO] Security is enabled [2025-05-12T16:43:59,379][INFO ][o.e.x.s.a.s.FileRolesStore] [DESKTOP-A854GSO] parsed [0] roles from file [D:\elasticsearch\elasticsearch-9.0.1\config\roles.yml] [2025-05-12T16:44:00,003][INFO ][o.e.x.w.Watcher ] [DESKTOP-A854GSO] Watcher initialized components at 2025-05-12T08:44:00.002Z [2025-05-12T16:44:00,143][INFO ][o.e.x.p.ProfilingPlugin ] [DESKTOP-A854GSO] Profiling is enabled [2025-05-12T16:44:00,162][INFO ][o.e.x.p.ProfilingPlugin ] [DESKTOP-A854GSO] profiling index templates will not be installed or reinstalled [2025-05-12T16:44:00,170][INFO ][o.e.x.a.APMPlugin ] [DESKTOP-A854GSO] APM ingest plugin is enabled [2025-05-12T16:44:00,207][INFO ][o.e.x.c.t.YamlTemplateRegistry] [DESKTOP-A854GSO] apm index template registry is enabled [2025-05-12T16:44:00,764][INFO ][o.e.t.n.NettyAllocator ] [DESKTOP-A854GSO] creating NettyAllocator with the following configs: [name=elasticsearch_configured, chunk_size=1mb, suggested_max_allocation_size=1mb, factors={es.unsafe.use_netty_default_chunk_and_page_size=false, g1gc_enabled=true, g1gc_region_size=4mb}] [2025-05-12T16:44:00,837][INFO ][o.e.d.DiscoveryModule ] [DESKTOP-A854GSO] using discovery type [multi-node] and seed hosts providers [settings] [2025-05-12T16:44:02,474][INFO ][o.e.n.Node ] [DESKTOP-A854GSO] initialized [2025-05-12T16:44:02,475][INFO ][o.e.n.Node ] [DESKTOP-A854GSO] starting ... [2025-05-12T16:44:02,520][INFO ][o.e.x.s.c.f.PersistentCache] [DESKTOP-A854GSO] persistent cache index loaded [2025-05-12T16:44:02,521][INFO ][o.e.x.d.l.DeprecationIndexingComponent] [DESKTOP-A854GSO] deprecation component started [2025-05-12T16:44:02,642][INFO ][o.e.t.TransportService ] [DESKTOP-A854GSO] publish_address {127.0.0.1:9300}, bound_addresses {[::1]:9300}, {127.0.0.1:9300} [2025-05-12T16:44:03,031][WARN ][o.e.c.c.ClusterBootstrapService] [DESKTOP-A854GSO] this node is locked into cluster UUID [_h3NONUQTr-ueBQPxrmidA] but [cluster.initial_master_nodes] is set to [DESKTOP-A854GSO]; remove this setting to avoid possible data loss caused by subsequent cluster bootstrap attempts; for further information see https://www.elastic.co/docs/deploy-manage/deploy/self-managed/important-settings-configuration?version=9.0#initial_master_nodes [2025-05-12T16:44:03,176][INFO ][o.e.c.s.MasterService ] [DESKTOP-A854GSO] elected-as-master ([1] nodes joined in term 4)[_FINISH_ELECTION_, {DESKTOP-A854GSO}{oThuyDfhTraitepa21vwPA}{ELpoXthvShu35FsJ-XSBeA}{DESKTOP-A854GSO}{127.0.0.1}{127.0.0.1:9300}{cdfhilmrstw}{9.0.1}{8000099-9009000} completing election], term: 4, version: 98, delta: master node changed {previous [], current [{DESKTOP-A854GSO}{oThuyDfhTraitepa21vwPA}{ELpoXthvShu35FsJ-XSBeA}{DESKTOP-A854GSO}{127.0.0.1}{127.0.0.1:9300}{cdfhilmrstw}{9.0.1}{8000099-9009000}]} [2025-05-12T16:44:03,257][INFO ][o.e.c.s.ClusterApplierService] [DESKTOP-A854GSO] master node changed {previous [], current [{DESKTOP-A854GSO}{oThuyDfhTraitepa21vwPA}{ELpoXthvShu35FsJ-XSBeA}{DESKTOP-A854GSO}{127.0.0.1}{127.0.0.1:9300}{cdfhilmrstw}{9.0.1}{8000099-9009000}]}, term: 4, version: 98, reason: Publication{term=4, version=98} [2025-05-12T16:44:03,312][INFO ][o.e.c.c.NodeJoinExecutor ] [DESKTOP-A854GSO] node-join: [{DESKTOP-A854GSO}{oThuyDfhTraitepa21vwPA}{ELpoXthvShu35FsJ-XSBeA}{DESKTOP-A854GSO}{127.0.0.1}{127.0.0.1:9300}{cdfhilmrstw}{9.0.1}{8000099-9009000}] with reason [completing election] [2025-05-12T16:44:03,317][INFO ][o.e.h.AbstractHttpServerTransport] [DESKTOP-A854GSO] publish_address {192.168.10.4:9200}, bound_addresses {[::]:9200} [2025-05-12T16:44:03,328][INFO ][o.e.x.w.LicensedWriteLoadForecaster] [DESKTOP-A854GSO] license state changed, now [valid] [2025-05-12T16:44:03,341][INFO ][o.e.n.Node ] [DESKTOP-A854GSO] started {DESKTOP-A854GSO}{oThuyDfhTraitepa21vwPA}{ELpoXthvShu35FsJ-XSBeA}{DESKTOP-A854GSO}{127.0.0.1}{127.0.0.1:9300}{cdfhilmrstw}{9.0.1}{8000099-9009000}{ml.allocated_processors_double=16.0, ml.max_jvm_size=8157921280, ml.config_version=12.0.0, xpack.installed=true, transform.config_version=10.0.0, ml.machine_memory=16312721408, ml.allocated_processors=16} [2025-05-12T16:44:03,387][WARN ][o.e.x.i.s.e.a.ElasticInferenceServiceAuthorizationHandler] [DESKTOP-A854GSO] Failed to revoke access to default inference endpoint IDs: [rainbow-sprinkles], error: org.elasticsearch.cluster.block.ClusterBlockException: blocked by: [SERVICE_UNAVAILABLE/1/state not recovered / initialized]; [2025-05-12T16:44:03,738][INFO ][o.e.x.m.MlIndexRollover ] [DESKTOP-A854GSO] ML legacy indices rolled over [2025-05-12T16:44:03,739][INFO ][o.e.x.m.MlAnomaliesIndexUpdate] [DESKTOP-A854GSO] legacy ml anomalies indices rolled over and aliases updated [2025-05-12T16:44:03,751][INFO ][o.e.x.s.a.Realms ] [DESKTOP-A854GSO] license mode is [basic], currently licensed security realms are [reserved/reserved,file/default_file,native/default_native] [2025-05-12T16:44:03,754][INFO ][o.e.l.ClusterStateLicenseService] [DESKTOP-A854GSO] license [c457fd5c-94b5-44ae-ba97-7a8de1c2a152] mode [basic] - valid [2025-05-12T16:44:03,756][INFO ][o.e.c.f.AbstractFileWatchingService] [DESKTOP-A854GSO] starting file watcher ... [2025-05-12T16:44:03,761][INFO ][o.e.c.f.AbstractFileWatchingService] [DESKTOP-A854GSO] file settings service up and running [tid=109] [2025-05-12T16:44:03,762][INFO ][o.e.r.s.FileSettingsService] [DESKTOP-A854GSO] setting file [D:\elasticsearch\elasticsearch-9.0.1\config\operator\settings.json] not found, initializing [file_settings] as empty [2025-05-12T16:44:03,775][INFO ][o.e.g.GatewayService ] [DESKTOP-A854GSO] recovered [3] indices into cluster_state [2025-05-12T16:44:03,878][INFO ][o.e.x.w.LicensedWriteLoadForecaster] [DESKTOP-A854GSO] license state changed, now [not valid] [2025-05-12T16:44:04,273][INFO ][o.e.h.n.s.HealthNodeTaskExecutor] [DESKTOP-A854GSO] Node [{DESKTOP-A854GSO}{oThuyDfhTraitepa21vwPA}] is selected as the current health node. [2025-05-12T16:44:04,277][INFO ][o.e.c.r.a.AllocationService] [DESKTOP-A854GSO] current.health="GREEN" message="Cluster health status changed from [RED] to [GREEN] (reason: [shards started [[.ds-.logs-elasticsearch.deprecation-default-2025.05.12-000001][0], [.ds-ilm-history-7-2025.05.12-000001][0], [.security-7][0]]])." previous.health="RED" reason="shards started [[.ds-.logs-elasticsearch.deprecation-default-2025.05.12-000001][0], [.ds-ilm-history-7-2025.05.12-000001][0], [.security-7][0]]" 中文回答

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