Kubernetes中yaml文件Pod模板详解编写yaml文件启动服务

编写Kubernetes中编写yaml文件,Pod模板详解


K8s的yaml文件功能十分强大,对于新手来说,想要快速照掌握且灵活运用就显得有些困难。下文将给出Pod模板常用的一些代码及解释,如何快速运用。

Pod中 yaml 的详解

注意:都是以两个空格为递进,而非tab

apiVersion: v1     #必选,版本号,例如v1
kind: Pod         #必选,资源类型,例如 Pod,Deployment,ReplicaSet,Replication
metadata:         #必选,元数据
  name: string     #必选,Pod名称
  namespace: string  #Pod所属的命名空间,默认为"default"
  labels:           #自定义标签列表
    - name: string                 
spec:  #必选,Pod中容器的详细定义
  containers:  #必选,Pod中容器列表
  - name: string   #必选,容器名称
    image: string  #必选,容器的镜像名称
    imagePullPolicy: [ Always|Never|IfNotPresent ]  #获取镜像的策略 
    command: [string]   #容器的启动命令列表,如不指定,使用打包时使用的启动命令
    args: [string]      #容器的启动命令参数列表
    workingDir: string  #容器的工作目录
    volumeMounts:       #挂载到容器内部的存储卷配置
    - name: string      #引用pod定义的共享存储卷的名称,需用volumes[]部分定义的的卷名
      mountPath: string #存储卷在容器内mount的绝对路径,应少于512字符
      readOnly: boolean #是否为只读模式
	
	volumes:   #在该pod上定义共享存储卷列表
	- name: string    #共享存储卷名称 (volumes类型有很多种)
    emptyDir: {}       #类型为emtyDir的存储卷,与Pod同生命周期的一个临时目录。为空值
    hostPath: string   #类型为hostPath的存储卷,表示挂载Pod所在宿主机的目录
      path: string                #Pod所在宿主机的目录,将被用于同期中mount的目录
    secret:          #类型为secret的存储卷,挂载集群与定义的secret对象到容器内部
      scretname: string  
      items:     
      - key: string
        path: string
    configMap:         #类型为configMap的存储卷,挂载预定义的configMap对象到容器内部
      name: string
      items:
      - key: string
        path: string
	  
    ports: #需要暴露的端口库号列表
    - name: string        #端口的名称
      containerPort: int  #容器需要监听的端口号
      hostPort: int       #容器所在主机需要监听的端口号,默认与Container相同
      protocol: string    #端口协议,支持TCP和UDP,默认TCP
	  
	  
    env:   #容器运行前需设置的环境变量列表
    - name: string  #环境变量名称
      value: string #环境变量的值
	  
	  
    resources: #资源限制和请求的设置
      limits:  #资源限制的设置
        cpu: string     #Cpu的限制,单位为core数,将用于docker run --cpu-shares参数
        memory: string  #内存限制,单位可以为Mib/Gib,将用于docker run --memory参数
      requests: #资源请求的设置
        cpu: string    #Cpu请求,容器启动的初始可用数量
        memory: string #内存请求,容器启动的初始可用数量
		
		
    lifecycle: #生命周期钩子
		postStart: #容器启动后立即执行此钩子,如果执行失败,会根据重启策略进行重启
		preStop: #容器终止前执行此钩子,无论结果如何,容器都会终止
		
		
    livenessProbe:  #对Pod内各容器健康检查的设置,当探测无响应几次后将自动重启该容器
      exec:         #对Pod容器内检查方式设置为exec方式
        command: [string]  #exec方式需要制定的命令或脚本
	
      initialDelaySeconds    # 容器启动后等待多少秒执行第一次探测
      timeoutSeconds         # 探测超时时间。默认1秒,最小1秒
	  periodSeconds          # 执行探测的频率。默认是10秒,最小1秒
	  failureThreshold       # 连续探测失败多少次才被认定为失败。默认是3。最小值是1
	  successThreshold       # 连续探测成功多少次才被认定为成功。默认是1			
      httpGet:       #对Pod内个容器健康检查方法设置为HttpGet,需要制定Path、port
        path: string
        port: number
        host: string
        scheme: string
        HttpHeaders:
        - name: string
          value: string
		  
		  
      tcpSocket:     #对Pod内个容器健康检查方式设置为tcpSocket方式
         port: number
       initialDelaySeconds: 0       #容器启动完成后首次探测的时间,单位为秒
       timeoutSeconds: 0          #对容器健康检查探测等待响应的超时时间,单位秒,默认1秒
       periodSeconds: 0           #对容器监控检查的定期探测时间设置,单位秒,默认10秒一次
       successThreshold: 0
       failureThreshold: 0
       securityContext:
         privileged: false
  restartPolicy: [Always | Never | OnFailure]  #Pod的重启策略
  nodeName:  #设置NodeName表示将该Pod调度到指定到名称的node节点上
  nodeSelector: obeject #设置NodeSelector表示将该Pod调度到包含这个label的node上
  imagePullSecrets: #Pull镜像时使用的secret名称,以key:secretkey格式指定
  - name: string
  hostNetwork: false   #是否使用主机网络模式,默认为false,如果设置为true,表示使用宿主机网络


在编写yaml的时候,可结合帮助,灵活运用,找到所需的那个代码。
k8s查看yaml文件帮助的命令

构建pod,ns,rs,rc等等,只需在后面加上即可出现对应模板

kubectl explain pod/ns/rs/rc/networkpolicy/hpa


以pod为例

以pod为例
[root@master ~]# kubectl explain pod
KIND:     Pod
VERSION:  v1

DESCRIPTION:
     Pod is a collection of containers that can run on a host. This resource is
     created by clients and scheduled onto hosts.

FIELDS:
   apiVersion   <string>
     APIVersion defines the versioned schema of this representation of an
     object. Servers should convert recognized schemas to the latest internal
     value, and may reject unrecognized values. More info:
     https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources

   kind <string>
     Kind is a string value representing the REST resource this object
     represents. Servers may infer this from the endpoint the client submits
     requests to. Cannot be updated. In CamelCase. More info:
     https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds

   metadata     <Object>
     Standard object's metadata. More info:
     https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#metadata

   spec <Object>
     Specification of the desired behavior of the pod. More info:
     https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#spec-and-status

   status       <Object>
     Most recently observed status of the pod. This data may not be up to date.
     Populated by the system. Read-only. More info:
     https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#spec-and-status

逐层往下查看

以pod中的spec为例
它会给出spec下的所有可写的代码,可以 . 为分隔符依此往下查阅

[root@master ~]# kubectl explain pod.spec
KIND:     Pod
VERSION:  v1

RESOURCE: spec 

DESCRIPTION:
     Specification of the desired behavior of the pod. More info:
     https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#spec-and-status

     PodSpec is a description of a pod.

FIELDS:
   activeDeadlineSeconds        
     Optional duration in seconds the pod may be active on the node relative to
     StartTime before the system will actively try to mark it failed and kill
     associated containers. Value must be a positive integer.

   affinity     
     If specified, the pod's scheduling constraints

   automountServiceAccountToken 
     AutomountServiceAccountToken indicates whether a service account token
     should be automatically mounted.

   containers   <[]Object> -required-
     List of containers belonging to the pod. Containers cannot currently be
     added or removed. There must be at least one container in a Pod. Cannot be
     updated.

   dnsConfig    
     Specifies the DNS parameters of a pod. Parameters specified here will be
     merged to the generated DNS configuration based on DNSPolicy.

   dnsPolicy    
     Set DNS policy for the pod. Defaults to "ClusterFirst". Valid values are
     'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS
     parameters given in DNSConfig will be merged with the policy selected with
     DNSPolicy. To have DNS options set along with hostNetwork, you have to
     specify DNS policy explicitly to 'ClusterFirstWithHostNet'.

   enableServiceLinks   
     EnableServiceLinks indicates whether information about services should be
     injected into pod's environment variables, matching the syntax of Docker
     links. Optional: Defaults to true.

   ephemeralContainers  <[]Object>
     List of ephemeral containers run in this pod. Ephemeral containers may be
     run in an existing pod to perform user-initiated actions such as debugging.
     This list cannot be specified when creating a pod, and it cannot be
     modified by updating the pod spec. In order to add an ephemeral container
     to an existing pod, use the pod's ephemeralcontainers subresource. This
     field is alpha-level and is only honored by servers that enable the
     EphemeralContainers feature.

   hostAliases  <[]Object>
     HostAliases is an optional list of hosts and IPs that will be injected into
     the pod's hosts file if specified. This is only valid for non-hostNetwork
     pods.

   hostIPC      
     Use the host's ipc namespace. Optional: Default to false.

   hostNetwork  
     Host networking requested for this pod. Use the host's network namespace.
     If this option is set, the ports that will be used must be specified.
     Default to false.

   hostPID      
     Use the host's pid namespace. Optional: Default to false.

   hostname     
     Specifies the hostname of the Pod If not specified, the pod's hostname will
     be set to a system-defined value.

   imagePullSecrets     <[]Object>
     ImagePullSecrets is an optional list of references to secrets in the same
     namespace to use for pulling any of the images used by this PodSpec. If
     specified, these secrets will be passed to individual puller
     implementations for them to use. For example, in the case of docker, only
     DockerConfig type secrets are honored. More info:
     https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod

   initContainers       <[]Object>
     List of initialization containers belonging to the pod. Init containers are
     executed in order prior to containers being started. If any init container
     fails, the pod is considered to have failed and is handled according to its
     restartPolicy. The name for an init container or normal container must be
     unique among all containers. Init containers may not have Lifecycle
     actions, Readiness probes, Liveness probes, or Startup probes. The
     resourceRequirements of an init container are taken into account during
     scheduling by finding the highest request/limit for each resource type, and
     then using the max of of that value or the sum of the normal containers.
     Limits are applied to init containers in a similar fashion. Init containers
     cannot currently be added or removed. Cannot be updated. More info:
     https://kubernetes.io/docs/concepts/workloads/pods/init-containers/

   nodeName     
     NodeName is a request to schedule this pod onto a specific node. If it is
     non-empty, the scheduler simply schedules this pod onto that node, assuming
     that it fits resource requirements.

   nodeSelector [string]string>
     NodeSelector is a selector which must be true for the pod to fit on a node.
     Selector which must match a node's labels for the pod to be scheduled on
     that node. More info:
     https://kubernetes.io/docs/concepts/configuration/assign-pod-node/

     overhead     
     Overhead represents the resource overhead associated with running a pod for
     a given RuntimeClass. This field will be autopopulated at admission time by
     the RuntimeClass admission controller. If the RuntimeClass admission
     controller is enabled, overhead must not be set in Pod create requests. The
     RuntimeClass admission controller will reject Pod create requests which
     have the overhead already set. If RuntimeClass is configured and selected
     in the PodSpec, Overhead will be set to the value defined in the
     corresponding RuntimeClass, otherwise it will remain unset and treated as
     zero. More info:
     https://git.k8s.io/enhancements/keps/sig-node/20190226-pod-overhead.md This
     field is alpha-level as of Kubernetes v1.16, and is only honored by servers
     that enable the PodOverhead feature.

   preemptionPolicy     
     PreemptionPolicy is the Policy for preempting pods with lower priority. One
     of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset.
     This field is alpha-level and is only honored by servers that enable the
     NonPreemptingPriority feature.

   priority     
     The priority value. Various system components use this field to find the
     priority of the pod. When Priority Admission Controller is enabled, it
     prevents users from setting this field. The admission controller populates
     this field from PriorityClassName. The higher the value, the higher the
     priority.

   priorityClassName    
     If specified, indicates the pod's priority. "system-node-critical" and
     "system-cluster-critical" are two special keywords which indicate the
     highest priorities with the former being the highest priority. Any other
     name must be defined by creating a PriorityClass object with that name. If
     not specified, the pod priority will be default or zero if there is no
     default.

   readinessGates       <[]Object>
     If specified, all readiness gates will be evaluated for pod readiness. A
     pod is ready when all its containers are ready AND all conditions specified
     in the readiness gates have status equal to "True" More info:
     https://git.k8s.io/enhancements/keps/sig-network/0007-pod-ready%2B%2B.md

   restartPolicy        
     Restart policy for all containers within the pod. One of Always, OnFailure,
     Never. Default to Always. More info:
     https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy

   runtimeClassName     
     RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group,
     which should be used to run this pod. If no RuntimeClass resource matches
     the named class, the pod will not be run. If unset or empty, the "legacy"
     RuntimeClass will be used, which is an implicit class with an empty
     definition that uses the default runtime handler. More info:
     https://git.k8s.io/enhancements/keps/sig-node/runtime-class.md This is a
     beta feature as of Kubernetes v1.14.

   schedulerName        
     If specified, the pod will be dispatched by specified scheduler. If not
     specified, the pod will be dispatched by default scheduler.

   securityContext      
     SecurityContext holds pod-level security attributes and common container
     settings. Optional: Defaults to empty. See type description for default
     values of each field.

   serviceAccount       
     DeprecatedServiceAccount is a depreciated alias for ServiceAccountName.
     Deprecated: Use serviceAccountName instead.

   serviceAccountName   
     ServiceAccountName is the name of the ServiceAccount to use to run this
     pod. More info:
     https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/

   shareProcessNamespace        
     Share a single process namespace between all of the containers in a pod.
     When this is set containers will be able to view and signal processes from
     other containers in the same pod, and the first process in each container
     will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both
     be set. Optional: Default to false.

   subdomain    
     If specified, the fully qualified Pod hostname will be
     "...svc.". If not
     specified, the pod will not have a domainname at all.

   terminationGracePeriodSeconds        
     Optional duration in seconds the pod needs to terminate gracefully. May be
     decreased in delete request. Value must be non-negative integer. The value
     zero indicates delete immediately. If this value is nil, the default grace
     period will be used instead. The grace period is the duration in seconds
     after the processes running in the pod are sent a termination signal and
     the time when the processes are forcibly halted with a kill signal. Set
     this value longer than the expected cleanup time for your process. Defaults
     to 30 seconds.

   tolerations  <[]Object>
     If specified, the pod's tolerations.

   topologySpreadConstraints    <[]Object>
     TopologySpreadConstraints describes how a group of pods ought to spread
     across topology domains. Scheduler will schedule pods in a way which abides
     by the constraints. This field is only honored by clusters that enable the
     EvenPodsSpread feature. All topologySpreadConstraints are ANDed.

   volumes      <[]Object>
     List of volumes that can be mounted by containers belonging to the pod.
     More info: https://kubernetes.io/docs/concepts/storage/volumes

 
  

例1

yaml中的实战pod案例,先写个简单的

使用该yaml文件创建Pod要求如下:
1.Pod名称:nginx-pod;
2.使用:nginx 镜像;
3.拉取策略为:IfNotPresent;
4.容器名称:mynginx;
5.容器端口:80


其yaml文件如下

[root@master ~]# vim nginx.yaml 
apiVersion: v1				#版本号为v1
kind: Pod					#资源类型为Pod
metadata:					#元数据
  name: nginx-pod			#Pod名称
spec:						#pod容器的详细定义
  containers:				#容器列表
  - name: mynginx			#容器名称
    image: nginx:latest		#容器镜像
    imagePullPolicy: IfNotPresent	#容器镜像拉取策略
    ports:					#需要暴露的端口库号列表
      - containerPort: 80 	#容器需监听的端口号

将其启动,且访问一下,试看是否能够访问到nginx首页

启动编写好的yaml文件
[root@master ~]# kubectl apply -f nginx.yaml 
pod/nginx-pod created

查看pod列表
[root@master ~]# kubectl get pod -o wide
NAME        READY   STATUS    RESTARTS   AGE   IP            NODE   NOMINATED NODE   READINESS GATES
nginx-pod   1/1     Running   0          28s   10.244.1.21   node              

访问pod
[root@master ~]# curl 10.244.1.21:80
<!DOCTYPE html>


Welcome to nginx<span class="token operator">!</span><<span class="token operator">/</span>title>
<style>
html <span class="token punctuation">{</span> color<span class="token operator">-</span>scheme: light dark<span class="token punctuation">;</span> <span class="token punctuation">}</span>
body <span class="token punctuation">{</span> width: 35em<span class="token punctuation">;</span> margin: 0 auto<span class="token punctuation">;</span>
font<span class="token operator">-</span>family: Tahoma<span class="token punctuation">,</span> Verdana<span class="token punctuation">,</span> Arial<span class="token punctuation">,</span> sans<span class="token operator">-</span>serif<span class="token punctuation">;</span> <span class="token punctuation">}</span>
<<span class="token operator">/</span>style>
<<span class="token operator">/</span>head>
<body>
<h1>Welcome to nginx<span class="token operator">!</span><<span class="token operator">/</span>h1>
<p><span class="token keyword">If</span> you see this page<span class="token punctuation">,</span> the nginx web server is successfully installed and
working<span class="token punctuation">.</span> Further configuration is required<span class="token punctuation">.</span><<span class="token operator">/</span>p>

<p><span class="token keyword">For</span> online documentation and support please refer to
<a href=<span class="token string">"http://nginx.org/"</span>>nginx<span class="token punctuation">.</span>org<<span class="token operator">/</span>a><span class="token punctuation">.</span><br<span class="token operator">/</span>>
Commercial support is available at
<a href=<span class="token string">"http://nginx.com/"</span>>nginx<span class="token punctuation">.</span>com<<span class="token operator">/</span>a><span class="token punctuation">.</span><<span class="token operator">/</span>p>

<p><em>Thank you <span class="token keyword">for</span> <span class="token keyword">using</span> nginx<span class="token punctuation">.</span><<span class="token operator">/</span>em><<span class="token operator">/</span>p>
<<span class="token operator">/</span>body>
<<span class="token operator">/</span>html>
</code></pre> 
  <p>可见是能够启动成功且可以访问到nginx首页</p> 
  <h4>例2</h4> 
  <p>上点难度吧,写个常用一点的实战案例:<br> 1.Pod名称:liveness-exec;<br> 2.命名空间:default;<br> 3.镜像: busybox;容器名称: liveness;<br> 4.容器启动时运行命令 “touch /tmp/healthy; sleep 60; rm -rf /tmp/healthy; sleep 600”,<br> 此命令在容器启动时创建/tmp/healthy 文件,并于60秒之后将其删除;<br> 5.存活性探针运行“test -e /tmp/healthy”命令检查文件的存在性,若文件存在则返回状态码为0,表示成功通过测试;<br> 6.启动后延时5秒开始运行检测;<br> 7.每隔5秒执行一次liveness probe;</p> 
  <p>其yaml的编写如下:</p> 
  <pre><code class="prism language-yaml"><span class="token punctuation">[</span>root@master ~<span class="token punctuation">]</span><span class="token comment"># vim liveness_exec.yaml   </span>
<span class="token key atrule">apiVersion</span><span class="token punctuation">:</span> v1							<span class="token comment">#版本号为v1</span>
<span class="token key atrule">kind</span><span class="token punctuation">:</span> Pod								<span class="token comment">#资源类型为Pod</span>
<span class="token key atrule">metadata</span><span class="token punctuation">:</span>								<span class="token comment">#元数据必写</span>
  <span class="token key atrule">name</span><span class="token punctuation">:</span> liveness<span class="token punctuation">-</span>exec					<span class="token comment">#pod名称为liveness-exec</span>
<span class="token key atrule">spec</span><span class="token punctuation">:</span>									<span class="token comment">#容器的详细定义 必写</span>
  <span class="token key atrule">containers</span><span class="token punctuation">:</span>							<span class="token comment">#容器列表   必写</span>
  <span class="token punctuation">-</span> <span class="token key atrule">name</span><span class="token punctuation">:</span> liveness						<span class="token comment">#容器名称为 liveness</span>
    <span class="token key atrule">image</span><span class="token punctuation">:</span> busybox<span class="token punctuation">:</span>latest				<span class="token comment">#容器所使用的镜像 busybox</span>
    <span class="token key atrule">args</span><span class="token punctuation">:</span>								<span class="token comment">#容器的启动命令参数列表 必写</span>
      <span class="token punctuation">-</span> /bin/sh							<span class="token comment">#所要执行的命令</span>
      <span class="token punctuation">-</span> <span class="token punctuation">-</span>c
      <span class="token punctuation">-</span> touch /tmp/healthy; sleep 60; rm <span class="token punctuation">-</span>rf /tmp/healthy; sleep 600
    <span class="token key atrule">livenessProbe</span><span class="token punctuation">:</span>						<span class="token comment">#Pod内各容器健康检查的设置</span>
      <span class="token key atrule">exec</span><span class="token punctuation">:</span>								<span class="token comment">#对Pod容器内检查方式设置为exec方式</span>
        <span class="token key atrule">command</span><span class="token punctuation">:</span>						<span class="token comment">#exec方式需要制定的命令或脚本</span>
          <span class="token punctuation">-</span> test
          <span class="token punctuation">-</span> /tmp/healthy
      <span class="token key atrule">initialDelaySeconds</span><span class="token punctuation">:</span> <span class="token number">5</span>			<span class="token comment">#容器启动后等待5秒执行第一次探测</span>
      <span class="token key atrule">periodSeconds</span><span class="token punctuation">:</span> <span class="token number">5</span>					<span class="token comment">#执行探测的频率每5秒执行一次</span>
</code></pre> 
  <pre><code class="prism language-shell"><span class="token punctuation">[</span>root@master ~<span class="token punctuation">]</span><span class="token comment"># kubectl apply -f liveness_exec.yaml </span>
pod/liveness-exec created
<span class="token punctuation">[</span>root@master ~<span class="token punctuation">]</span><span class="token comment"># kubectl get pod -o wide</span>
NAME            READY   STATUS    RESTARTS   AGE   IP            NODE   NOMINATED NODE   READINESS GATES
liveness-exec   <span class="token number">1</span>/1     Running   <span class="token number">0</span>          18s   <span class="token number">10.244</span>.1.23   node   <span class="token operator"><</span>none<span class="token operator">></span>           <span class="token operator"><</span>none<span class="token operator">></span>


当pod创建成功以后
进入pod查看是否命令是否有被执行

<span class="token punctuation">[</span>root@master ~<span class="token punctuation">]</span><span class="token comment"># kubectl exec -it liveness-exec /bin/sh</span>
kubectl <span class="token builtin class-name">exec</span> <span class="token punctuation">[</span>POD<span class="token punctuation">]</span> <span class="token punctuation">[</span>COMMAND<span class="token punctuation">]</span> is DEPRECATED and will be removed <span class="token keyword">in</span> a future version. Use kubectl kubectl <span class="token builtin class-name">exec</span> <span class="token punctuation">[</span>POD<span class="token punctuation">]</span> -- <span class="token punctuation">[</span>COMMAND<span class="token punctuation">]</span> instead.
/ <span class="token comment"># ls /tmp/</span>
healthy
/ <span class="token comment"># </span>
</code></pre> 
  <p>可见 healthy 文件创建成功,可等待60秒,再次查看,会发现这个文件已经被删除了,已达到上述的要求。</p> 
  <h4>再例举一个RS的例子:</h4> 
  <p>使用yaml文件创建ReplicaSet 要求如下:</p> 
  <p>(1)Replicaset名称:nginx;</p> 
  <p>(2)命名空间:default;</p> 
  <p>(3)副本数:3;</p> 
  <p>(4)镜像:nginx。</p> 
  <br> 
  <p>可借用yaml文件的帮助:</p> 
  <pre><code class="prism language-powershell"><span class="token namespace">[root@master ~]</span><span class="token comment"># kubectl explain rs.spec</span>
KIND:     ReplicaSet
VERSION:  apps<span class="token operator">/</span>v1

RESOURCE: spec <Object>

DESCRIPTION:
     Spec defines the specification of the desired behavior of the ReplicaSet<span class="token punctuation">.</span>
     More info:
     https:<span class="token operator">/</span><span class="token operator">/</span>git<span class="token punctuation">.</span>k8s<span class="token punctuation">.</span>io<span class="token operator">/</span>community<span class="token operator">/</span>contributors<span class="token operator">/</span>devel<span class="token operator">/</span>sig<span class="token operator">-</span>architecture<span class="token operator">/</span>api<span class="token operator">-</span>conventions<span class="token punctuation">.</span>md<span class="token comment">#spec-and-status</span>

     ReplicaSetSpec is the specification of a ReplicaSet<span class="token punctuation">.</span>

FIELDS:
   minReadySeconds      <integer>
     Minimum number of seconds <span class="token keyword">for</span> which a newly created pod should be ready
     without any of its container crashing<span class="token punctuation">,</span> <span class="token keyword">for</span> it to be considered available<span class="token punctuation">.</span>
     Defaults to 0 <span class="token punctuation">(</span>pod will be considered available as soon as it is ready<span class="token punctuation">)</span>

   replicas     <integer>
     Replicas is the number of desired replicas<span class="token punctuation">.</span> This is a pointer to
     distinguish between explicit zero and unspecified<span class="token punctuation">.</span> Defaults to 1<span class="token punctuation">.</span> More
     info:
     https:<span class="token operator">/</span><span class="token operator">/</span>kubernetes<span class="token punctuation">.</span>io<span class="token operator">/</span>docs<span class="token operator">/</span>concepts<span class="token operator">/</span>workloads<span class="token operator">/</span>controllers<span class="token operator">/</span>replicationcontroller<span class="token operator">/</span><span class="token comment">#what-is-a-replicationcontroller</span>

   selector     <Object> <span class="token operator">-</span>required<span class="token operator">-</span>
     Selector is a label query over pods that should match the replica count<span class="token punctuation">.</span>
     Label keys and values that must match in order to be controlled by this
     replica <span class="token function">set</span><span class="token punctuation">.</span> It must match the pod template's labels<span class="token punctuation">.</span> More info:
     https:<span class="token operator">/</span><span class="token operator">/</span>kubernetes<span class="token punctuation">.</span>io<span class="token operator">/</span>docs<span class="token operator">/</span>concepts<span class="token operator">/</span>overview<span class="token operator">/</span>working<span class="token operator">-</span>with<span class="token operator">-</span>objects<span class="token operator">/</span>labels<span class="token operator">/</span><span class="token comment">#label-selectors</span>

   template     <Object>
     Template is the object that describes the pod that will be created <span class="token keyword">if</span>
     insufficient replicas are detected<span class="token punctuation">.</span> More info:
     https:<span class="token operator">/</span><span class="token operator">/</span>kubernetes<span class="token punctuation">.</span>io<span class="token operator">/</span>docs<span class="token operator">/</span>concepts<span class="token operator">/</span>workloads<span class="token operator">/</span>controllers<span class="token operator">/</span>replicationcontroller<span class="token comment">#pod-template</span>
</code></pre> 
  <br> 
  <p>编写rs的yaml文件</p> 
  <pre><code class="prism language-yaml"><span class="token punctuation">[</span>root@master ~<span class="token punctuation">]</span><span class="token comment"># vim replicaset.yaml </span>
<span class="token key atrule">apiVersion</span><span class="token punctuation">:</span> apps/v1
<span class="token key atrule">kind</span><span class="token punctuation">:</span> ReplicaSet
<span class="token key atrule">metadata</span><span class="token punctuation">:</span>
  <span class="token key atrule">name</span><span class="token punctuation">:</span> nginx
<span class="token key atrule">spec</span><span class="token punctuation">:</span>
  <span class="token key atrule">replicas</span><span class="token punctuation">:</span> <span class="token number">3</span>
  <span class="token key atrule">selector</span><span class="token punctuation">:</span>
    <span class="token key atrule">matchLabels</span><span class="token punctuation">:</span>
      <span class="token key atrule">nginx</span><span class="token punctuation">:</span> replicaset
  <span class="token key atrule">template</span><span class="token punctuation">:</span>
    <span class="token key atrule">metadata</span><span class="token punctuation">:</span>
      <span class="token key atrule">labels</span><span class="token punctuation">:</span>
        <span class="token key atrule">nginx</span><span class="token punctuation">:</span> replicaset
    <span class="token key atrule">spec</span><span class="token punctuation">:</span>
      <span class="token key atrule">containers</span><span class="token punctuation">:</span>
      <span class="token punctuation">-</span> <span class="token key atrule">name</span><span class="token punctuation">:</span> nginx
        <span class="token key atrule">image</span><span class="token punctuation">:</span> nginx<span class="token punctuation">:</span>latest
</code></pre> 
  <p>将其启动</p> 
  <pre><code class="prism language-powershell"><span class="token namespace">[root@master ~]</span><span class="token comment"># kubectl apply -f replicaset.yaml </span>
replicaset<span class="token punctuation">.</span>apps<span class="token operator">/</span>nginx created

<span class="token namespace">[root@master ~]</span><span class="token comment"># kubectl get rs</span>
NAME    DESIRED   CURRENT   READY   AGE
nginx   3         3         3       69s


<span class="token namespace">[root@master ~]</span><span class="token comment"># kubectl get pod -o wide</span>
NAME          READY   STATUS    RESTARTS   AGE   IP            NODE     NOMINATED NODE   READINESS GATES
nginx<span class="token operator">-</span>qjq88   1<span class="token operator">/</span>1     Running   0          38s   10<span class="token punctuation">.</span>244<span class="token punctuation">.</span>1<span class="token punctuation">.</span>25   node     <none>           <none>
nginx<span class="token operator">-</span>xkxvz   1<span class="token operator">/</span>1     Running   0          38s   10<span class="token punctuation">.</span>244<span class="token punctuation">.</span>1<span class="token punctuation">.</span>24   node     <none>           <none>
nginx<span class="token operator">-</span>z8gwx   1<span class="token operator">/</span>1     Running   0          38s   10<span class="token punctuation">.</span>244<span class="token punctuation">.</span>0<span class="token punctuation">.</span>28   master   <none>           <none>
</code></pre> 
  <p>访问任意一个IP,都能返回nginx首页内容<br> [root@master ~]# curl 10.244.0.28</p> Welcome to nginx! 
  <h2>Welcome to nginx!</h2> 
  <p>If you see this page, the nginx web server is successfully installed and working. Further configuration is required.</p> 
  <p>For online documentation and support please refer to nginx.org.<br> Commercial support is available at nginx.com.</p> 
  <p><em>Thank you for using nginx.</em></p> 
  <br> 
  <p>到此over!!</p> 
 </div> 
</div>
                            </div>
                        </div>
                    </div>
                    <!--PC和WAP自适应版-->
                    <div id="SOHUCS" sid="1731193562441265152"></div>
                    <script type="text/javascript" src="/views/front/js/chanyan.js"></script>
                    <!-- 文章页-底部 动态广告位 -->
                    <div class="youdao-fixed-ad" id="detail_ad_bottom"></div>
                </div>
                <div class="col-md-3">
                    <div class="row" id="ad">
                        <!-- 文章页-右侧1 动态广告位 -->
                        <div id="right-1" class="col-lg-12 col-md-12 col-sm-4 col-xs-4 ad">
                            <div class="youdao-fixed-ad" id="detail_ad_1"> </div>
                        </div>
                        <!-- 文章页-右侧2 动态广告位 -->
                        <div id="right-2" class="col-lg-12 col-md-12 col-sm-4 col-xs-4 ad">
                            <div class="youdao-fixed-ad" id="detail_ad_2"></div>
                        </div>
                        <!-- 文章页-右侧3 动态广告位 -->
                        <div id="right-3" class="col-lg-12 col-md-12 col-sm-4 col-xs-4 ad">
                            <div class="youdao-fixed-ad" id="detail_ad_3"></div>
                        </div>
                    </div>
                </div>
            </div>
        </div>
    </div>
    <div class="container">
        <h4 class="pt20 mb15 mt0 border-top">你可能感兴趣的:(kubernetes,kubernetes,docker,容器)</h4>
        <div id="paradigm-article-related">
            <div class="recommend-post mb30">
                <ul class="widget-links">
                    <li><a href="/article/1950223356833886208.htm"
                           title="CentOS容器没有ip addr命令" target="_blank">CentOS容器没有ip addr命令</a>
                        <span class="text-muted">BLZxiaopang</span>
<a class="tag" taget="_blank" href="/search/centos/1.htm">centos</a><a class="tag" taget="_blank" href="/search/tcp%2Fip/1.htm">tcp/ip</a><a class="tag" taget="_blank" href="/search/linux/1.htm">linux</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a>
                        <div>centos容器没有ip命令[root@Centos/]#ipadd-bash:ip:commandnotfound[root@Centos/]#yum-yinstallinitscripts</div>
                    </li>
                    <li><a href="/article/1950207854388506624.htm"
                           title="深入理解 Tomcat Wrapper 原理" target="_blank">深入理解 Tomcat Wrapper 原理</a>
                        <span class="text-muted">北漂老男人</span>
<a class="tag" taget="_blank" href="/search/Tomcat/1.htm">Tomcat</a><a class="tag" taget="_blank" href="/search/tomcat/1.htm">tomcat</a><a class="tag" taget="_blank" href="/search/java/1.htm">java</a>
                        <div>深入理解TomcatWrapper原理一、引言在Tomcat的分层容器架构中,Wrapper作为最底层的容器,专门负责管理单个Servlet的生命周期及请求分发。每一个Servlet(包括JSP、Filter等)都对应一个Wrapper。Wrapper是Servlet规范与Tomcat容器实现之间的桥梁,直接关系到请求的分发效率、Servlet的加载与重用、安全隔离等。本文将系统剖析Wrapper</div>
                    </li>
                    <li><a href="/article/1950201927899869184.htm"
                           title="vllm本地台式机运行(3070显存8G)" target="_blank">vllm本地台式机运行(3070显存8G)</a>
                        <span class="text-muted">名明鸣冥</span>
<a class="tag" taget="_blank" href="/search/python/1.htm">python</a><a class="tag" taget="_blank" href="/search/Qwen/1.htm">Qwen</a><a class="tag" taget="_blank" href="/search/vllm/1.htm">vllm</a><a class="tag" taget="_blank" href="/search/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E9%83%A8%E7%BD%B2/1.htm">大模型部署</a>
                        <div>ollama和vllm的对比这块对比网上都很多资料了,这边使用上简单感觉就是ollama很方便部署,占用资料更少,但后续性能会差点,各选项也不一样.ollama安装和使用和docker很像,就不赘述了,这里是看vllm的安装硬件情况介绍30708G显存+-------------------------------------------------------------------------</div>
                    </li>
                    <li><a href="/article/1950192091439099904.htm"
                           title="K8S 常用命令全解析:高效管理容器化集群" target="_blank">K8S 常用命令全解析:高效管理容器化集群</a>
                        <span class="text-muted">恩爸编程</span>
<a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/kubernetes/1.htm">kubernetes</a><a class="tag" taget="_blank" href="/search/%E5%AE%B9%E5%99%A8/1.htm">容器</a><a class="tag" taget="_blank" href="/search/k8s%E5%B8%B8%E7%94%A8%E5%91%BD%E4%BB%A4/1.htm">k8s常用命令</a><a class="tag" taget="_blank" href="/search/k8s%E6%9C%89%E5%93%AA%E4%BA%9B%E5%B8%B8%E7%94%A8%E5%91%BD%E4%BB%A4/1.htm">k8s有哪些常用命令</a><a class="tag" taget="_blank" href="/search/k8s%E5%91%BD%E4%BB%A4%E6%9C%89%E5%93%AA%E4%BA%9B/1.htm">k8s命令有哪些</a><a class="tag" taget="_blank" href="/search/K8S%E5%B8%B8%E7%94%A8%E5%91%BD%E4%BB%A4%E6%9C%89%E5%93%AA%E4%BA%9B/1.htm">K8S常用命令有哪些</a>
                        <div>K8S常用命令全解析:高效管理容器化集群一、引言Kubernetes(K8S)作为强大的容器编排平台,其丰富的命令行工具(kubectl)为用户提供了便捷的方式来管理集群中的各种资源。熟练掌握K8S常用命令对于开发人员和运维人员至关重要,能够有效提高容器化应用的部署、监控与维护效率。本文将详细介绍一些K8S常用命令及其使用案例。二、基础资源操作命令(一)kubectlcreate功能:用于创建K8</div>
                    </li>
                    <li><a href="/article/1950186041465958400.htm"
                           title="GitLab 18.2 发布几十项与 DevSecOps 有关的功能,可升级体验【二】" target="_blank">GitLab 18.2 发布几十项与 DevSecOps 有关的功能,可升级体验【二】</a>
                        <span class="text-muted">极小狐</span>
<a class="tag" taget="_blank" href="/search/gitlab/1.htm">gitlab</a><a class="tag" taget="_blank" href="/search/%E6%9E%81%E7%8B%90gitlab/1.htm">极狐gitlab</a><a class="tag" taget="_blank" href="/search/devsecops/1.htm">devsecops</a><a class="tag" taget="_blank" href="/search/devops/1.htm">devops</a><a class="tag" taget="_blank" href="/search/ci%2Fcd/1.htm">ci/cd</a>
                        <div>沿袭我们的月度发布传统,极狐GitLab发布了18.2版本,该版本带来了议题和任务的自定义工作流状态、新的合并请求主页、新的群组概览合规仪表盘、下载安全报告的PDF导出文件、中心化的安全策略管理(Beta)等几十个重点功能的改进。下面是对部分重点功能的详细解读。关于极狐GitLab的安装升级,可以查看官方指导文档。18.2.0容器镜像registry.gitlab.cn/omnibus/gitla</div>
                    </li>
                    <li><a href="/article/1950183520588591104.htm"
                           title="搭建云手机教程" target="_blank">搭建云手机教程</a>
                        <span class="text-muted">云博客-资源宝</span>
<a class="tag" taget="_blank" href="/search/%E6%99%BA%E8%83%BD%E6%89%8B%E6%9C%BA/1.htm">智能手机</a>
                        <div>搭建云手机教程本教程由分享:ziyouhua资源宝整理分享:www.httple.net首先检查自己vps是否支持这个项目sudoaptinstallcpu-checkerkvm-ok如果显示INFO:/dev/kvmexistsKVMaccelerationcanbeused表示支持,可以继续往下看ac13首先安装dockercurl-fsSLhttps://get.docker.com|sud</div>
                    </li>
                    <li><a href="/article/1950176839670493184.htm"
                           title="全局修改GitLab14默认语言为中文" target="_blank">全局修改GitLab14默认语言为中文</a>
                        <span class="text-muted"></span>

                        <div>GitLab安装成功后默认语言是英语,只有登录后才能手动指定为中文,且这个配置只对自己生效,经查阅资料后,总结全局修改GitLab14默认语言为中文方法如下:0.进入容器如果你用Docker部署的GitLab,那么需要使用命令sudodockerexec-itgitlab/bin/bash进入容器1.修改rails配置文件打开/opt/gitlab/embedded/service/gitlab-</div>
                    </li>
                    <li><a href="/article/1950161707464716288.htm"
                           title="Ubuntu Docker 安装Redis" target="_blank">Ubuntu Docker 安装Redis</a>
                        <span class="text-muted">LLLL96</span>
<a class="tag" taget="_blank" href="/search/Ubuntu/1.htm">Ubuntu</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/redis/1.htm">redis</a><a class="tag" taget="_blank" href="/search/ubuntu/1.htm">ubuntu</a>
                        <div>目录介绍1.数据结构丰富2.高性能3.持久化1.拉取Redis镜像2.创建挂载目录(可选)3.配置Redis持久化(可选)4.使用配置文件运行容器5.查看redis日志介绍1.数据结构丰富Redis支持多种数据结构,包括:字符串(String):可以用来存储任何类型的数据,例如文本、数字或二进制数据。哈希(Hash):存储字段和值的映射,适合用于表示对象。列表(List):有序的字符串列表,可以用</div>
                    </li>
                    <li><a href="/article/1950154523955752960.htm"
                           title="Docker" target="_blank">Docker</a>
                        <span class="text-muted">℡余晖^</span>
<a class="tag" taget="_blank" href="/search/%E9%BB%91%E9%A9%AC%E7%82%B9%E8%AF%84%E9%A1%B9%E7%9B%AE%E7%9B%B8%E5%85%B3%E9%97%AE%E9%A2%98%E5%92%8C%E7%AC%94%E8%AE%B0/1.htm">黑马点评项目相关问题和笔记</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/eureka/1.htm">eureka</a><a class="tag" taget="_blank" href="/search/%E5%AE%B9%E5%99%A8/1.htm">容器</a>
                        <div>在黑马点评项目中,在谈到Redisson解决redis的主从一致性问题时,弹幕提到了Docker,本文来简单了解一下Docker,我的初步理解运维是维护多个集群的稳定,那它和VM虚拟机的区别又是什么?,如果要更深入地理解与学习(运维工程师),可以到b站搜索专门的课程(SpringCloud)。一、Docker是什么?重新理解“容器化”的本质1.1Docker的定义Docker是一个开源的容器化平台</div>
                    </li>
                    <li><a href="/article/1950137877904027648.htm"
                           title="Docker部署Minio" target="_blank">Docker部署Minio</a>
                        <span class="text-muted">YiShuoChen666</span>
<a class="tag" taget="_blank" href="/search/eureka/1.htm">eureka</a><a class="tag" taget="_blank" href="/search/%E4%BA%91%E5%8E%9F%E7%94%9F/1.htm">云原生</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/minio/1.htm">minio</a>
                        <div>一、拉取镜像dockerpullminio/minio:RELEASE.2025-04-22T22-12-26Z注:这里使用的版本是RELEASE.2025-04-22T22-12-26Z,最新的版本Web-UI界面没有管理bucket和其它的操作按钮,需要通过mc命令来实现,这对于新手很不友好二、创建目录,来存放minio的配置和将来放的文件mkdir-p/home/minio/configmk</div>
                    </li>
                    <li><a href="/article/1950134417968132096.htm"
                           title="20个月幼儿游戏" target="_blank">20个月幼儿游戏</a>
                        <span class="text-muted">一只暴躁的小仙女</span>

                        <div>这个阶段注重宝宝平衡能力协调发展,蹲下起立和弯腰拾物,各种能力相互配合,逐步学会复杂的动作。宝宝已经会扭动门把手,会自己开门走出房间。玩沙给宝宝准备一堆干净的细沙和一个小桶、一个小铲,让宝宝玩耍,看细沙从指间流出。然后用水壶把干沙打湿,用塑料小碗制作出小沙饼,宝宝会非常兴奋,会找出不同形状的塑料容器来制作不同形状的沙坯;也可教宝宝用小铲子铲出河流,架上积木做的小桥,陪宝宝玩一阵后,妈妈可以去做自己</div>
                    </li>
                    <li><a href="/article/1950134096558616576.htm"
                           title="Python STL概念学习与代码实践" target="_blank">Python STL概念学习与代码实践</a>
                        <span class="text-muted">体制教科书</span>

                        <div>本文还有配套的精品资源,点击获取简介:通过”py_stl_learning”项目,学习者可以使用Python实现和理解C++STL的概念,包括数据结构、算法、容器适配器、模板和泛型容器等。Python中的列表、集合、字典等数据结构与STL中的vector、set、map等类似,而Python的itertools和functools模块提供了STL风格的算法功能。Python通过其面向对象的特性以及</div>
                    </li>
                    <li><a href="/article/1950131321980383232.htm"
                           title="深入了解 Kubernetes(k8s):从概念到实践" target="_blank">深入了解 Kubernetes(k8s):从概念到实践</a>
                        <span class="text-muted"></span>

                        <div>目录一、k8s核心概念二、k8s的优势三、k8s架构组件控制平面组件节点组件四、k8s+docker运行前后端分离项目的例子1.准备前端项目2.准备后端项目3.创建k8s部署配置文件4.部署应用到k8s集群在当今云计算和容器化技术飞速发展的时代,Kubernetes(简称k8s)已成为容器编排领域的事实标准。无论是互联网巨头、传统企业还是初创公司,都在广泛采用k8s来管理和部署容器化应用。本文将带</div>
                    </li>
                    <li><a href="/article/1950117601879322624.htm"
                           title="《教学勇气》——阅读第287天" target="_blank">《教学勇气》——阅读第287天</a>
                        <span class="text-muted">清镇052李微</span>

                        <div>今天是我勇气读书会打卡阅读第287天。书名:《教学勇气》。时间:2019年10月19日。内容:停滞、绝望与希望。文章中说到制度阻力抗衡的是社会改革运动,这两者即对立又统一的关系,机构组织和变革运动双方都扮演着创造性的角色,变革运动代表的是流动与改变,它是一个能量输送更新和变迁的过程,而机构组织代表着秩序和维持的原则,是保存历代来之不易的财富的容器,两者是相互依存的。图片发自App</div>
                    </li>
                    <li><a href="/article/1950094764498022400.htm"
                           title="Coze Studio 架构拆解:AI Agent 开发平台项目结构全分析" target="_blank">Coze Studio 架构拆解:AI Agent 开发平台项目结构全分析</a>
                        <span class="text-muted">代码简单说</span>
<a class="tag" taget="_blank" href="/search/2025%E5%BC%80%E5%8F%91%E5%BF%85%E5%A4%87%28%E9%99%90%E6%97%B6%E7%89%B9%E6%83%A0%29/1.htm">2025开发必备(限时特惠)</a><a class="tag" taget="_blank" href="/search/%E6%9E%B6%E6%9E%84/1.htm">架构</a><a class="tag" taget="_blank" href="/search/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/1.htm">人工智能</a><a class="tag" taget="_blank" href="/search/Coze/1.htm">Coze</a><a class="tag" taget="_blank" href="/search/Studio/1.htm">Studio</a><a class="tag" taget="_blank" href="/search/%E6%9E%B6%E6%9E%84/1.htm">架构</a><a class="tag" taget="_blank" href="/search/AI/1.htm">AI</a><a class="tag" taget="_blank" href="/search/Agent/1.htm">Agent</a><a class="tag" taget="_blank" href="/search/%E5%BC%80%E5%8F%91%E5%B9%B3%E5%8F%B0/1.htm">开发平台</a><a class="tag" taget="_blank" href="/search/%E5%85%A8%E6%A0%88/1.htm">全栈</a><a class="tag" taget="_blank" href="/search/AI/1.htm">AI</a><a class="tag" taget="_blank" href="/search/%E5%B7%A5%E7%A8%8B%E5%8C%96/1.htm">工程化</a><a class="tag" taget="_blank" href="/search/%E5%9B%BE%E8%A7%A3%E6%9E%B6%E6%9E%84/1.htm">图解架构</a>
                        <div>CozeStudio架构拆解:AIAgent开发平台项目结构全分析标签:CozeStudio项目架构、领域驱动设计DDD、全栈开发规范、Hertz框架、前后端协作、云原生容器、前端测试、IDL接口设计、微服务解耦、AI开发平台源码分析在最近研究AIAgent开发平台的过程中,我深入分析了刚刚开源的CozeStudio项目。这套系统是国内少有的开源全栈AI工程化项目,代码整洁、架构先进,特别是它基于</div>
                    </li>
                    <li><a href="/article/1950089974804180992.htm"
                           title="9、Docker Compose 实战" target="_blank">9、Docker Compose 实战</a>
                        <span class="text-muted">小醉你真好</span>
<a class="tag" taget="_blank" href="/search/%23/1.htm">#</a><a class="tag" taget="_blank" href="/search/%E9%83%A8%E7%BD%B2%E4%B8%8D%E6%B1%82%E4%BA%BA/1.htm">部署不求人</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/%E5%AE%B9%E5%99%A8/1.htm">容器</a><a class="tag" taget="_blank" href="/search/%E8%BF%90%E7%BB%B4/1.htm">运维</a>
                        <div>DockerCompose实战教程(含完整Nginx案例+配置项详解)适合读者:开发者、后端工程师、运维工程师、初学者环境要求:CentOS9+Docker已安装教程亮点:实战驱动、配置项详解、挂载说明、可直接复制使用标签:#Docker#DockerCompose#运维实战#Nginx部署一、什么是DockerCompose?DockerCompose是Docker官方推出的多容器应用编排工具,</div>
                    </li>
                    <li><a href="/article/1950089975504629760.htm"
                           title="CentOS 7 安装最新版Docker教程" target="_blank">CentOS 7 安装最新版Docker教程</a>
                        <span class="text-muted">朽~</span>
<a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a><a class="tag" taget="_blank" href="/search/centos/1.htm">centos</a>
                        <div>CentOS7Docker安装教程1、更新yum2、安装`yum-utils`3、通过`yum-config-manager`添加dockerrepository4、安装docker4.1、直接安装最新版本4.2、或者安装指定版本5、启动docker6、测试7、卸载dockerdocker安装官方文档:InstallDockerEngineonCentOS1、更新yumyumupdate-y2、安</div>
                    </li>
                    <li><a href="/article/1950065015335743488.htm"
                           title="Coze开源实战指南:构建企业级AI应用的全链路技术解析(含Kubernetes+服务网格深度实践)" target="_blank">Coze开源实战指南:构建企业级AI应用的全链路技术解析(含Kubernetes+服务网格深度实践)</a>
                        <span class="text-muted"></span>

                        <div>一、Coze技术架构深度解析1.1核心组件与五层异构架构Coze采用五层异构架构(感知层→执行层→决策层→监控层→进化层),实现亚毫秒级实时响应与动态弹性扩展。其核心模块包括:架构亮点支持横向扩展的微服务集群基于Kubernetes的自动扩缩容机制服务网格(Istio)实现流量治理核心组件对比表组件功能特性典型性能指标CozeStudio30+节点类型/多模式编排响应速度提升300%CozeLoo</div>
                    </li>
                    <li><a href="/article/1950062622913130496.htm"
                           title="个人笔记集合框架" target="_blank">个人笔记集合框架</a>
                        <span class="text-muted">清秀咸鱼</span>
<a class="tag" taget="_blank" href="/search/%E7%AC%94%E8%AE%B0/1.htm">笔记</a><a class="tag" taget="_blank" href="/search/java/1.htm">java</a><a class="tag" taget="_blank" href="/search/%E7%AE%97%E6%B3%95/1.htm">算法</a>
                        <div>集合框架集合概念:对象的容器,定义了对多个对象进行操作的常用方法。可实现数组的功能。和数组区别:(1)数组长度固定,集合长度不固定(2)数组可以存储基本类型和引用类型,集合只能存储引用类型位置:java.util.*;Collection根接口,父接口特点:代表一组任意类型的对象,无序、无下标、不能重复。booleanadd(0bjectobj)//添加一个对象。booleanaddAll(Col</div>
                    </li>
                    <li><a href="/article/1950061867435094016.htm"
                           title="c++ STL容器 --- 列表initializer_list" target="_blank">c++ STL容器 --- 列表initializer_list</a>
                        <span class="text-muted">qiuqiuyaq</span>
<a class="tag" taget="_blank" href="/search/STL%E5%AE%B9%E5%99%A8/1.htm">STL容器</a><a class="tag" taget="_blank" href="/search/c%2B%2B/1.htm">c++</a>
                        <div>包含头文件在标准库中的容器可以直接用等号的方式初始化容器→直接用等号赋值{}列表就是一个{}数据一般情况下,如果想采用{}的方式初始化,类当中必须要有与之相匹配的参数的构造函数提供了一个构造函数,用initializer_list当做构造函数的参数,就可以实现我们想要的效果(有几个参数都可以)initializer_list主要是用在构造函数当中,可以忽略参数的个数去做初始化(两个、三个、多个..</div>
                    </li>
                    <li><a href="/article/1950051021308882944.htm"
                           title="C++---初始化列表(initializer_list)" target="_blank">C++---初始化列表(initializer_list)</a>
                        <span class="text-muted">MzKyle</span>
<a class="tag" taget="_blank" href="/search/C%2FC%2B%2B/1.htm">C/C++</a><a class="tag" taget="_blank" href="/search/c%2B%2B/1.htm">c++</a><a class="tag" taget="_blank" href="/search/list/1.htm">list</a><a class="tag" taget="_blank" href="/search/java/1.htm">java</a>
                        <div>在C++编程中,我们经常会用到形如vectorv={1,2,3,4};的语法——用花括号包裹一组元素直接初始化容器。这种直观且简洁的写法背后,依赖于C++11引入的一个特殊类型:std::initializer_list。它不仅是列表初始化的“桥梁”,更是C++标准库设计中连接语法糖与底层实现的关键机制。一、initializer_list的本质std::initializer_list是C++1</div>
                    </li>
                    <li><a href="/article/1950036519733489664.htm"
                           title="docker-基础入门" target="_blank">docker-基础入门</a>
                        <span class="text-muted"></span>

                        <div>docker入门dockers安装1.首先如果系统中已经存在旧的Docker,则先卸载:yumremovedocker\docker-client\docker-client-latest\docker-common\docker-latest\docker-latest-logrotate\docker-logrotate\docker-engine\docker-selinux2.配置Dock</div>
                    </li>
                    <li><a href="/article/1950025172257927168.htm"
                           title="Milvus 实战全流程" target="_blank">Milvus 实战全流程</a>
                        <span class="text-muted"></span>

                        <div>学习路径总览1.Milvus基础知识什么是向量数据库?Milvus的核心概念(collection、field、index、partition、segment)Milvus和Faiss、Annoy、HNSW的区别2.安装与部署Docker快速部署Milvus(推荐)本地开发环境安装使用MilvusLite本地测试3.数据建模与管理创建Collection与Schema定义(包含向量字段和元数据字段</div>
                    </li>
                    <li><a href="/article/1949987345340100608.htm"
                           title="Python中的解包" target="_blank">Python中的解包</a>
                        <span class="text-muted">_nephrologist_</span>
<a class="tag" taget="_blank" href="/search/Python%E5%9F%BA%E7%A1%80/1.htm">Python基础</a><a class="tag" taget="_blank" href="/search/python/1.htm">python</a>
                        <div>解包(unpacking)是指将一个容器(如列表、元组、字典、集合等)中的元素分别赋值给多个变量的过程。1、列表解包:list=[1,2,3]a,b,c=listprint(a,b,c)#输出:123list=[1,2,[3,4,5]]a,b,c=listprint(a,b,c)#输出:12[3,4,5]2、元组解包:tuple=(1,2,3)a,b,c=tuple#等号左边的变量个数必须等于元组</div>
                    </li>
                    <li><a href="/article/1949973342853328896.htm"
                           title="零基础学习性能测试第九章:全链路追踪-项目实操" target="_blank">零基础学习性能测试第九章:全链路追踪-项目实操</a>
                        <span class="text-muted">试着</span>
<a class="tag" taget="_blank" href="/search/%E6%80%A7%E8%83%BD%E6%B5%8B%E8%AF%95/1.htm">性能测试</a><a class="tag" taget="_blank" href="/search/%E5%AD%A6%E4%B9%A0/1.htm">学习</a><a class="tag" taget="_blank" href="/search/%E6%80%A7%E8%83%BD%E6%B5%8B%E8%AF%95/1.htm">性能测试</a><a class="tag" taget="_blank" href="/search/%E9%9B%B6%E5%9F%BA%E7%A1%80/1.htm">零基础</a>
                        <div>目录一、实战项目架构(电商下单系统)二、环境搭建(30分钟)1.使用DockerCompose一键部署2.启动命令三、项目集成SkyWalking1.SpringBoot项目添加Agent2.关键业务代码埋点四、全链路压测实战1.JMeter压测脚本配置2.执行压测命令五、全链路追踪分析实战1.在SkyWalking中定位瓶颈2.真实瓶颈分析案例六、中间件性能分析1.Redis性能分析2.MySQ</div>
                    </li>
                    <li><a href="/article/1949958843928735744.htm"
                           title="运维-资产梳理" target="_blank">运维-资产梳理</a>
                        <span class="text-muted"></span>

                        <div>资产梳理一、明确目标与范围1.1、确定梳理目的网络安全:缩小攻击面、识别风险点。资源配置:优化资源利用率、降低成本。合规要求:满足法律法规或行业标准(如等保、ISO27001)。1.2、界定资产范围物理资产:服务器、网络设备、终端设备、IoT设备等。数字资产:操作系统、数据库、应用程序、域名、IP地址、云资源、容器/K8s集群、SaaS应用。数据资产:敏感数据(如客户信息、财务数据)、业务数据、备</div>
                    </li>
                    <li><a href="/article/1949950148796805120.htm"
                           title="布局管理器android,Android课程---布局管理器之相对布局(一)" target="_blank">布局管理器android,Android课程---布局管理器之相对布局(一)</a>
                        <span class="text-muted"></span>

                        <div>下面示例的是在父容器里如何设置按钮的位置,难度:***,重点是找到一个主按钮,设置它的id,然后根据它来设置其他按钮在父容器的位置。代码示例:android:layout_width="match_parent"android:layout_height="match_parent">android:layout_width="wrap_content"android:layout_height=</div>
                    </li>
                    <li><a href="/article/1949945732429574144.htm"
                           title="Python爬虫【三十五章】爬虫高阶:基于Docker集群的动态页面自动化采集系统实战" target="_blank">Python爬虫【三十五章】爬虫高阶:基于Docker集群的动态页面自动化采集系统实战</a>
                        <span class="text-muted">程序员_CLUB</span>
<a class="tag" taget="_blank" href="/search/Python%E5%85%A5%E9%97%A8%E5%88%B0%E8%BF%9B%E9%98%B6/1.htm">Python入门到进阶</a><a class="tag" taget="_blank" href="/search/python/1.htm">python</a><a class="tag" taget="_blank" href="/search/%E7%88%AC%E8%99%AB/1.htm">爬虫</a><a class="tag" taget="_blank" href="/search/docker/1.htm">docker</a>
                        <div>目录一、技术演进与行业痛点二、核心技术栈深度解析2.1动态渲染三件套2.2Docker集群架构设计2.3自动化调度系统三、进阶实战案例3.1电商价格监控系统1.技术指标对比2.实现细节3.2新闻聚合平台1.WebSocket监控2.字体反爬破解四、性能优化与运维方案4.1资源消耗对比测试4.2集群运维体系五、总结与未来展望六、Python爬虫相关文章(推荐)一、技术演进与行业痛点在Web3.0时代</div>
                    </li>
                    <li><a href="/article/1949922913658400768.htm"
                           title="SpringCloud seata全局事务" target="_blank">SpringCloud seata全局事务</a>
                        <span class="text-muted">frt6668</span>
<a class="tag" taget="_blank" href="/search/SpringCloud/1.htm">SpringCloud</a><a class="tag" taget="_blank" href="/search/Springboot/1.htm">Springboot</a><a class="tag" taget="_blank" href="/search/spring/1.htm">spring</a><a class="tag" taget="_blank" href="/search/cloud/1.htm">cloud</a><a class="tag" taget="_blank" href="/search/spring/1.htm">spring</a><a class="tag" taget="_blank" href="/search/boot/1.htm">boot</a><a class="tag" taget="_blank" href="/search/%E5%90%8E%E7%AB%AF/1.htm">后端</a>
                        <div>项目https://github.com/apache/incubator-seatadocker拉取启动server$dockerrun--nameseata-server-p8091:8091apache/seata-server:2.1.0seata注册到nacoscom.alibaba.cloudspring-cloud-starter-alibaba-seata2023.0.3.3在所有</div>
                    </li>
                    <li><a href="/article/1949920012890337280.htm"
                           title="MCP架构对比演示文档" target="_blank">MCP架构对比演示文档</a>
                        <span class="text-muted">it_czz</span>
<a class="tag" taget="_blank" href="/search/%E6%9E%B6%E6%9E%84/1.htm">架构</a>
                        <div>MCP架构对比演示文档1.核心架构对比1.1本系统:自包含式MCP架构外部客户端SpringBoot应用容器应用层业务层MCP实现层数据处理层浏览器客户端第三方MCP客户端RESTAPI客户端网段计算引擎地理位置APIOpenAI集成内置MCP服务器内置MCP客户端IP网段服务SpringAI服务RESTAPI接口MCPWebSocket接口图1.1本系统自包含式MCP架构说明:这个架构图展示了我</div>
                    </li>
                                <li><a href="/article/116.htm"
                                       title="ViewController添加button按钮解析。(翻译)" target="_blank">ViewController添加button按钮解析。(翻译)</a>
                                    <span class="text-muted">张亚雄</span>
<a class="tag" taget="_blank" href="/search/c/1.htm">c</a>
                                    <div><div class="it610-blog-content-contain" style="font-size: 14px"></div>//  ViewController.m 
//  Reservation software 
// 
//  Created by 张亚雄 on 15/6/2. 
</div>
                                </li>
                                <li><a href="/article/243.htm"
                                       title="mongoDB 简单的增删改查" target="_blank">mongoDB 简单的增删改查</a>
                                    <span class="text-muted">开窍的石头</span>
<a class="tag" taget="_blank" href="/search/mongodb/1.htm">mongodb</a>
                                    <div>   在上一篇文章中我们已经讲了mongodb怎么安装和数据库/表的创建。在这里我们讲mongoDB的数据库操作 
      在mongo中对于不存在的表当你用db.表名 他会自动统计 
下边用到的user是表明,db代表的是数据库 
 
      添加(insert): 
</div>
                                </li>
                                <li><a href="/article/370.htm"
                                       title="log4j配置" target="_blank">log4j配置</a>
                                    <span class="text-muted">0624chenhong</span>
<a class="tag" taget="_blank" href="/search/log4j/1.htm">log4j</a>
                                    <div>1) 新建java项目 
2) 导入jar包,项目右击,properties—java build path—libraries—Add External jar,加入log4j.jar包。 
3) 新建一个类com.hand.Log4jTest 
 

package com.hand;

import org.apache.log4j.Logger;


public class </div>
                                </li>
                                <li><a href="/article/497.htm"
                                       title="多点触摸(图片缩放为例)" target="_blank">多点触摸(图片缩放为例)</a>
                                    <span class="text-muted">不懂事的小屁孩</span>
<a class="tag" taget="_blank" href="/search/%E5%A4%9A%E7%82%B9%E8%A7%A6%E6%91%B8/1.htm">多点触摸</a>
                                    <div>多点触摸的事件跟单点是大同小异的,上个图片缩放的代码,供大家参考一下 
 


import android.app.Activity;
import android.os.Bundle;
import android.view.MotionEvent;
import android.view.View;
import android.view.View.OnTouchListener</div>
                                </li>
                                <li><a href="/article/624.htm"
                                       title="有关浏览器窗口宽度高度几个值的解析" target="_blank">有关浏览器窗口宽度高度几个值的解析</a>
                                    <span class="text-muted">换个号韩国红果果</span>
<a class="tag" taget="_blank" href="/search/JavaScript/1.htm">JavaScript</a><a class="tag" taget="_blank" href="/search/html/1.htm">html</a>
                                    <div>1 元素的 offsetWidth 包括border padding  content  整体的宽度。 
clientWidth  只包括内容区 padding 不包括border。 
clientLeft =  offsetWidth -clientWidth  即这个元素border的值 
offsetLeft  若无已定位的包裹元素</div>
                                </li>
                                <li><a href="/article/751.htm"
                                       title="数据库产品巡礼:IBM DB2概览" target="_blank">数据库产品巡礼:IBM DB2概览</a>
                                    <span class="text-muted">蓝儿唯美</span>
<a class="tag" taget="_blank" href="/search/db2/1.htm">db2</a>
                                    <div>IBM DB2是一个支持了NoSQL功能的关系数据库管理系统,其包含了对XML,图像存储和Java脚本对象表示(JSON)的支持。DB2可被各种类型的企 业使用,它提供了一个数据平台,同时支持事务和分析操作,通过提供持续的数据流来保持事务工作流和分析操作的高效性。 DB2支持的操作系统 
DB2可应用于以下三个主要的平台: 
  
 
 工作站,DB2可在Linus、Unix、Windo</div>
                                </li>
                                <li><a href="/article/878.htm"
                                       title="java笔记5" target="_blank">java笔记5</a>
                                    <span class="text-muted">a-john</span>
<a class="tag" taget="_blank" href="/search/java/1.htm">java</a>
                                    <div>控制执行流程: 
1,true和false 
   利用条件表达式的真或假来决定执行路径。例:(a==b)。它利用条件操作符“==”来判断a值是否等于b值,返回true或false。java不允许我们将一个数字作为布尔值使用,虽然这在C和C++里是允许的。如果想在布尔测试中使用一个非布尔值,那么首先必须用一个条件表达式将其转化成布尔值,例如if(a!=0)。 
2,if-els</div>
                                </li>
                                <li><a href="/article/1005.htm"
                                       title="Web开发常用手册汇总" target="_blank">Web开发常用手册汇总</a>
                                    <span class="text-muted">aijuans</span>
<a class="tag" taget="_blank" href="/search/PHP/1.htm">PHP</a>
                                    <div>一门技术,如果没有好的参考手册指导,很难普及大众。这其实就是为什么很多技术,非常好,却得不到普遍运用的原因。
 正如我们学习一门技术,过程大概是这个样子:
 ①我们日常工作中,遇到了问题,困难。寻找解决方案,即寻找新的技术;
 ②为什么要学习这门技术?这门技术是不是很好的解决了我们遇到的难题,困惑。这个问题,非常重要,我们不是为了学习技术而学习技术,而是为了更好的处理我们遇到的问题,才需要学习新的</div>
                                </li>
                                <li><a href="/article/1132.htm"
                                       title="今天帮助人解决的一个sql问题" target="_blank">今天帮助人解决的一个sql问题</a>
                                    <span class="text-muted">asialee</span>
<a class="tag" taget="_blank" href="/search/sql/1.htm">sql</a>
                                    <div>            今天有个人问了一个问题,如下: 
type     AD      value           
A  </div>
                                </li>
                                <li><a href="/article/1259.htm"
                                       title="意图对象传递数据" target="_blank">意图对象传递数据</a>
                                    <span class="text-muted">百合不是茶</span>
<a class="tag" taget="_blank" href="/search/android/1.htm">android</a><a class="tag" taget="_blank" href="/search/%E6%84%8F%E5%9B%BEIntent/1.htm">意图Intent</a><a class="tag" taget="_blank" href="/search/Bundle%E5%AF%B9%E8%B1%A1%E6%95%B0%E6%8D%AE%E7%9A%84%E4%BC%A0%E9%80%92/1.htm">Bundle对象数据的传递</a>
                                    <div>学习意图将数据传递给目标活动; 初学者需要好好研究的 
   
   1,将下面的代码添加到main.xml中 
   
<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http:/</div>
                                </li>
                                <li><a href="/article/1386.htm"
                                       title="oracle查询锁表解锁语句" target="_blank">oracle查询锁表解锁语句</a>
                                    <span class="text-muted">bijian1013</span>
<a class="tag" taget="_blank" href="/search/oracle/1.htm">oracle</a><a class="tag" taget="_blank" href="/search/object/1.htm">object</a><a class="tag" taget="_blank" href="/search/session/1.htm">session</a><a class="tag" taget="_blank" href="/search/kill/1.htm">kill</a>
                                    <div>一.查询锁定的表 
如下语句,都可以查询锁定的表 
语句一: 
select a.sid,
       a.serial#,
       p.spid,
       c.object_name,
       b.session_id,
       b.oracle_username,
       b.os_user_name
  from v$process p, v$s</div>
                                </li>
                                <li><a href="/article/1513.htm"
                                       title="mac osx 10.10 下安装 mysql 5.6 二进制文件[tar.gz]" target="_blank">mac osx 10.10 下安装 mysql 5.6 二进制文件[tar.gz]</a>
                                    <span class="text-muted">征客丶</span>
<a class="tag" taget="_blank" href="/search/mysql/1.htm">mysql</a><a class="tag" taget="_blank" href="/search/osx/1.htm">osx</a>
                                    <div>场景:在 mac osx 10.10 下安装 mysql 5.6 的二进制文件。 
 
环境:mac osx 10.10、mysql 5.6 的二进制文件 
 
步骤:[所有目录请从根“/”目录开始取,以免层级弄错导致找不到目录] 
1、下载 mysql 5.6 的二进制文件,下载目录下面称之为 mysql5.6SourceDir; 
下载地址:http://dev.mysql.com/downl</div>
                                </li>
                                <li><a href="/article/1640.htm"
                                       title="分布式系统与框架" target="_blank">分布式系统与框架</a>
                                    <span class="text-muted">bit1129</span>
<a class="tag" taget="_blank" href="/search/%E5%88%86%E5%B8%83%E5%BC%8F/1.htm">分布式</a>
                                    <div>RPC框架 Dubbo 
什么是Dubbo 
  
Dubbo是一个分布式服务框架,致力于提供高性能和透明化的RPC远程服务调用方案,以及SOA服务治理方案。其核心部分包含:    远程通讯: 提供对多种基于长连接的NIO框架抽象封装,包括多种线程模型,序列化,以及“请求-响应”模式的信息交换方式。    集群容错: 提供基于接</div>
                                </li>
                                <li><a href="/article/1767.htm"
                                       title="那些令人蛋痛的专业术语" target="_blank">那些令人蛋痛的专业术语</a>
                                    <span class="text-muted">白糖_</span>
<a class="tag" taget="_blank" href="/search/spring/1.htm">spring</a><a class="tag" taget="_blank" href="/search/Web/1.htm">Web</a><a class="tag" taget="_blank" href="/search/SSO/1.htm">SSO</a><a class="tag" taget="_blank" href="/search/IOC/1.htm">IOC</a>
                                    <div> 
 spring 
 
【控制反转(IOC)/依赖注入(DI)】: 
由容器控制程序之间的关系,而非传统实现中,由程序代码直接操控。这也就是所谓“控制反转”的概念所在:控制权由应用代码中转到了外部容器,控制权的转移,是所谓反转。 
简单的说:对象的创建又容器(比如spring容器)来执行,程序里不直接new对象。 
 
 Web 
 
【单点登录(SSO)】:SSO的定义是在多个应用系统中,用户</div>
                                </li>
                                <li><a href="/article/1894.htm"
                                       title="《给大忙人看的java8》摘抄" target="_blank">《给大忙人看的java8》摘抄</a>
                                    <span class="text-muted">braveCS</span>
<a class="tag" taget="_blank" href="/search/java8/1.htm">java8</a>
                                    <div>函数式接口:只包含一个抽象方法的接口 
lambda表达式:是一段可以传递的代码 
  
  
  
你最好将一个lambda表达式想象成一个函数,而不是一个对象,并记住它可以被转换为一个函数式接口。 
事实上,函数式接口的转换是你在Java中使用lambda表达式能做的唯一一件事。 
  
方法引用:又是要传递给其他代码的操作已经有实现的方法了,这时可以使</div>
                                </li>
                                <li><a href="/article/2021.htm"
                                       title="编程之美-计算字符串的相似度" target="_blank">编程之美-计算字符串的相似度</a>
                                    <span class="text-muted">bylijinnan</span>
<a class="tag" taget="_blank" href="/search/java/1.htm">java</a><a class="tag" taget="_blank" href="/search/%E7%AE%97%E6%B3%95/1.htm">算法</a><a class="tag" taget="_blank" href="/search/%E7%BC%96%E7%A8%8B%E4%B9%8B%E7%BE%8E/1.htm">编程之美</a>
                                    <div>

public class StringDistance {

	/**
	 * 编程之美 计算字符串的相似度
	 * 我们定义一套操作方法来把两个不相同的字符串变得相同,具体的操作方法为:
	 * 1.修改一个字符(如把“a”替换为“b”);
	 * 2.增加一个字符(如把“abdd”变为“aebdd”);
	 * 3.删除一个字符(如把“travelling”变为“trav</div>
                                </li>
                                <li><a href="/article/2148.htm"
                                       title="上传、下载压缩图片" target="_blank">上传、下载压缩图片</a>
                                    <span class="text-muted">chengxuyuancsdn</span>
<a class="tag" taget="_blank" href="/search/%E4%B8%8B%E8%BD%BD/1.htm">下载</a>
                                    <div>/**
	 * 
	 * @param uploadImage --本地路径(tomacat路径)
	 * @param serverDir   --服务器路径
	 * @param imageType   --文件或图片类型
	 * 此方法可以上传文件或图片.txt,.jpg,.gif等
	 */
	public void upload(String uploadImage,Str</div>
                                </li>
                                <li><a href="/article/2275.htm"
                                       title="bellman-ford(贝尔曼-福特)算法" target="_blank">bellman-ford(贝尔曼-福特)算法</a>
                                    <span class="text-muted">comsci</span>
<a class="tag" taget="_blank" href="/search/%E7%AE%97%E6%B3%95/1.htm">算法</a><a class="tag" taget="_blank" href="/search/F%23/1.htm">F#</a>
                                    <div>Bellman-Ford算法(根据发明者 Richard Bellman 和 Lester Ford 命名)是求解单源最短路径问题的一种算法。单源点的最短路径问题是指:给定一个加权有向图G和源点s,对于图G中的任意一点v,求从s到v的最短路径。有时候这种算法也被称为 Moore-Bellman-Ford 算法,因为 Edward F. Moore zu 也为这个算法的发展做出了贡献。 
 
与迪科</div>
                                </li>
                                <li><a href="/article/2402.htm"
                                       title="oracle ASM中ASM_POWER_LIMIT参数" target="_blank">oracle ASM中ASM_POWER_LIMIT参数</a>
                                    <span class="text-muted">daizj</span>
<a class="tag" taget="_blank" href="/search/ASM/1.htm">ASM</a><a class="tag" taget="_blank" href="/search/oracle/1.htm">oracle</a><a class="tag" taget="_blank" href="/search/ASM_POWER_LIMIT/1.htm">ASM_POWER_LIMIT</a><a class="tag" taget="_blank" href="/search/%E7%A3%81%E7%9B%98%E5%B9%B3%E8%A1%A1/1.htm">磁盘平衡</a>
                                    <div>ASM_POWER_LIMIT 
该初始化参数用于指定ASM例程平衡磁盘所用的最大权值,其数值范围为0~11,默认值为1。该初始化参数是动态参数,可以使用ALTER  SESSION或ALTER  SYSTEM命令进行修改。示例如下: 
 
SQL>ALTER  SESSION  SET   Asm_power_limit=2; 
</div>
                                </li>
                                <li><a href="/article/2529.htm"
                                       title="高级排序:快速排序" target="_blank">高级排序:快速排序</a>
                                    <span class="text-muted">dieslrae</span>
<a class="tag" taget="_blank" href="/search/%E5%BF%AB%E9%80%9F%E6%8E%92%E5%BA%8F/1.htm">快速排序</a>
                                    <div>
    public void quickSort(int[] array){
        this.quickSort(array, 0, array.length - 1);
    }
    
    public void quickSort(int[] array,int left,int right){
        if(right - left <= 0</div>
                                </li>
                                <li><a href="/article/2656.htm"
                                       title="C语言学习六指针_何谓变量的地址 一个指针变量到底占几个字节" target="_blank">C语言学习六指针_何谓变量的地址 一个指针变量到底占几个字节</a>
                                    <span class="text-muted">dcj3sjt126com</span>
<a class="tag" taget="_blank" href="/search/C%E8%AF%AD%E8%A8%80/1.htm">C语言</a>
                                    <div># include <stdio.h>

int main(void)
{
	/*
	1、一个变量的地址只用第一个字节表示
	2、虽然他只使用了第一个字节表示,但是他本身指针变量类型就可以确定出他指向的指针变量占几个字节了
	3、他都只存了第一个字节地址,为什么只需要存一个字节的地址,却占了4个字节,虽然只有一个字节,
		但是这些字节比较多,所以编号就比较大,
		</div>
                                </li>
                                <li><a href="/article/2783.htm"
                                       title="phpize使用方法" target="_blank">phpize使用方法</a>
                                    <span class="text-muted">dcj3sjt126com</span>
<a class="tag" taget="_blank" href="/search/PHP/1.htm">PHP</a>
                                    <div>phpize是用来扩展php扩展模块的,通过phpize可以建立php的外挂模块,下面介绍一个它的使用方法,需要的朋友可以参考下 
安装(fastcgi模式)的时候,常常有这样一句命令: 
代码如下: 
/usr/local/webserver/php/bin/phpize 
  
一、phpize是干嘛的? 
phpize是什么? 
phpize是用来扩展php扩展模块的,通过phpi</div>
                                </li>
                                <li><a href="/article/2910.htm"
                                       title="Java虚拟机学习 - 对象引用强度" target="_blank">Java虚拟机学习 - 对象引用强度</a>
                                    <span class="text-muted">shuizhaosi888</span>
<a class="tag" taget="_blank" href="/search/JAVA%E8%99%9A%E6%8B%9F%E6%9C%BA/1.htm">JAVA虚拟机</a>
                                    <div> 
 本文原文链接:http://blog.csdn.net/java2000_wl/article/details/8090276 转载请注明出处! 
 无论是通过计数算法判断对象的引用数量,还是通过根搜索算法判断对象引用链是否可达,判定对象是否存活都与“引用”相关。 
 引用主要分为 :强引用(Strong Reference)、软引用(Soft Reference)、弱引用(Wea</div>
                                </li>
                                <li><a href="/article/3037.htm"
                                       title=".NET Framework 3.5 Service Pack 1(完整软件包)下载地址" target="_blank">.NET Framework 3.5 Service Pack 1(完整软件包)下载地址</a>
                                    <span class="text-muted">happyqing</span>
<a class="tag" taget="_blank" href="/search/.net/1.htm">.net</a><a class="tag" taget="_blank" href="/search/%E4%B8%8B%E8%BD%BD/1.htm">下载</a><a class="tag" taget="_blank" href="/search/framework/1.htm">framework</a>
                                    <div>  
Microsoft .NET Framework 3.5 Service Pack 1(完整软件包)  
http://www.microsoft.com/zh-cn/download/details.aspx?id=25150 
Microsoft .NET Framework 3.5 Service Pack 1 是一个累积更新,包含很多基于 .NET Framewo</div>
                                </li>
                                <li><a href="/article/3164.htm"
                                       title="JAVA定时器的使用" target="_blank">JAVA定时器的使用</a>
                                    <span class="text-muted">jingjing0907</span>
<a class="tag" taget="_blank" href="/search/java/1.htm">java</a><a class="tag" taget="_blank" href="/search/timer/1.htm">timer</a><a class="tag" taget="_blank" href="/search/%E7%BA%BF%E7%A8%8B/1.htm">线程</a><a class="tag" taget="_blank" href="/search/%E5%AE%9A%E6%97%B6%E5%99%A8/1.htm">定时器</a>
                                    <div>1、在应用开发中,经常需要一些周期性的操作,比如每5分钟执行某一操作等。 
对于这样的操作最方便、高效的实现方式就是使用java.util.Timer工具类。 
privatejava.util.Timer timer; 
timer = newTimer(true); 
timer.schedule( 
newjava.util.TimerTask() { public void run() 
</div>
                                </li>
                                <li><a href="/article/3291.htm"
                                       title="Webbench" target="_blank">Webbench</a>
                                    <span class="text-muted">流浪鱼</span>
<a class="tag" taget="_blank" href="/search/webbench/1.htm">webbench</a>
                                    <div>首页下载地址 http://home.tiscali.cz/~cz210552/webbench.html 
Webbench是知名的网站压力测试工具,它是由Lionbridge公司(http://www.lionbridge.com)开发。 
Webbench能测试处在相同硬件上,不同服务的性能以及不同硬件上同一个服务的运行状况。webbench的标准测试可以向我们展示服务器的两项内容:每秒钟相</div>
                                </li>
                                <li><a href="/article/3418.htm"
                                       title="第11章 动画效果(中)" target="_blank">第11章 动画效果(中)</a>
                                    <span class="text-muted">onestopweb</span>
<a class="tag" taget="_blank" href="/search/%E5%8A%A8%E7%94%BB/1.htm">动画</a>
                                    <div>index.html 
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/</div>
                                </li>
                                <li><a href="/article/3545.htm"
                                       title="windows下制作bat启动脚本." target="_blank">windows下制作bat启动脚本.</a>
                                    <span class="text-muted">sanyecao2314</span>
<a class="tag" taget="_blank" href="/search/java/1.htm">java</a><a class="tag" taget="_blank" href="/search/cmd/1.htm">cmd</a><a class="tag" taget="_blank" href="/search/%E8%84%9A%E6%9C%AC/1.htm">脚本</a><a class="tag" taget="_blank" href="/search/bat/1.htm">bat</a>
                                    <div>java -classpath C:\dwjj\commons-dbcp.jar;C:\dwjj\commons-pool.jar;C:\dwjj\log4j-1.2.16.jar;C:\dwjj\poi-3.9-20121203.jar;C:\dwjj\sqljdbc4.jar;C:\dwjj\voucherimp.jar com.citsamex.core.startup.MainStart </div>
                                </li>
                                <li><a href="/article/3672.htm"
                                       title="Java进行RSA加解密的例子" target="_blank">Java进行RSA加解密的例子</a>
                                    <span class="text-muted">tomcat_oracle</span>
<a class="tag" taget="_blank" href="/search/java/1.htm">java</a>
                                    <div>加密是保证数据安全的手段之一。加密是将纯文本数据转换为难以理解的密文;解密是将密文转换回纯文本。     数据的加解密属于密码学的范畴。通常,加密和解密都需要使用一些秘密信息,这些秘密信息叫做密钥,将纯文本转为密文或者转回的时候都要用到这些密钥。     对称加密指的是发送者和接收者共用同一个密钥的加解密方法。     非对称加密(又称公钥加密)指的是需要一个私有密钥一个公开密钥,两个不同的密钥的</div>
                                </li>
                                <li><a href="/article/3799.htm"
                                       title="Android_ViewStub" target="_blank">Android_ViewStub</a>
                                    <span class="text-muted">阿尔萨斯</span>
<a class="tag" taget="_blank" href="/search/ViewStub/1.htm">ViewStub</a>
                                    <div>public final class ViewStub extends View 
 
 
 java.lang.Object 
   
   android.view.View 
     
     android.view.ViewStub 
      
    
 
 类摘要: ViewStub 是一个隐藏的,不占用内存空间的视图对象,它可以在运行时延迟加载布局资源文件。当 ViewSt</div>
                                </li>
                </ul>
            </div>
        </div>
    </div>

<div>
    <div class="container">
        <div class="indexes">
            <strong>按字母分类:</strong>
            <a href="/tags/A/1.htm" target="_blank">A</a><a href="/tags/B/1.htm" target="_blank">B</a><a href="/tags/C/1.htm" target="_blank">C</a><a
                href="/tags/D/1.htm" target="_blank">D</a><a href="/tags/E/1.htm" target="_blank">E</a><a href="/tags/F/1.htm" target="_blank">F</a><a
                href="/tags/G/1.htm" target="_blank">G</a><a href="/tags/H/1.htm" target="_blank">H</a><a href="/tags/I/1.htm" target="_blank">I</a><a
                href="/tags/J/1.htm" target="_blank">J</a><a href="/tags/K/1.htm" target="_blank">K</a><a href="/tags/L/1.htm" target="_blank">L</a><a
                href="/tags/M/1.htm" target="_blank">M</a><a href="/tags/N/1.htm" target="_blank">N</a><a href="/tags/O/1.htm" target="_blank">O</a><a
                href="/tags/P/1.htm" target="_blank">P</a><a href="/tags/Q/1.htm" target="_blank">Q</a><a href="/tags/R/1.htm" target="_blank">R</a><a
                href="/tags/S/1.htm" target="_blank">S</a><a href="/tags/T/1.htm" target="_blank">T</a><a href="/tags/U/1.htm" target="_blank">U</a><a
                href="/tags/V/1.htm" target="_blank">V</a><a href="/tags/W/1.htm" target="_blank">W</a><a href="/tags/X/1.htm" target="_blank">X</a><a
                href="/tags/Y/1.htm" target="_blank">Y</a><a href="/tags/Z/1.htm" target="_blank">Z</a><a href="/tags/0/1.htm" target="_blank">其他</a>
        </div>
    </div>
</div>
<footer id="footer" class="mb30 mt30">
    <div class="container">
        <div class="footBglm">
            <a target="_blank" href="/">首页</a> -
            <a target="_blank" href="/custom/about.htm">关于我们</a> -
            <a target="_blank" href="/search/Java/1.htm">站内搜索</a> -
            <a target="_blank" href="/sitemap.txt">Sitemap</a> -
            <a target="_blank" href="/custom/delete.htm">侵权投诉</a>
        </div>
        <div class="copyright">版权所有 IT知识库 CopyRight © 2000-2050 E-COM-NET.COM , All Rights Reserved.
<!--            <a href="https://beian.miit.gov.cn/" rel="nofollow" target="_blank">京ICP备09083238号</a><br>-->
        </div>
    </div>
</footer>
<!-- 代码高亮 -->
<script type="text/javascript" src="/static/syntaxhighlighter/scripts/shCore.js"></script>
<script type="text/javascript" src="/static/syntaxhighlighter/scripts/shLegacy.js"></script>
<script type="text/javascript" src="/static/syntaxhighlighter/scripts/shAutoloader.js"></script>
<link type="text/css" rel="stylesheet" href="/static/syntaxhighlighter/styles/shCoreDefault.css"/>
<script type="text/javascript" src="/static/syntaxhighlighter/src/my_start_1.js"></script>





</body>

</html>