K8S==ingress简单搭建和使用

2024-06-04 23:36

本文主要是介绍K8S==ingress简单搭建和使用,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!

基础环境

D:\DOCKER_REPO\K8S>kubectl version
Client Version: v1.29.2
Kustomize Version: v5.0.4-0.20230601165947-6ce0bf390ce3
Server Version: v1.29.2

D:\DOCKER_REPO\K8S>kubectl get nodes
NAME             STATUS   ROLES           AGE   VERSION
docker-desktop   Ready    control-plane   31h   v1.29.2

安装ingress

install-ingress.yaml

apiVersion: v1
kind: Namespace
metadata:labels:app.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxname: ingress-nginx
---
apiVersion: v1
automountServiceAccountToken: true
kind: ServiceAccount
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginxnamespace: ingress-nginx
---
apiVersion: v1
kind: ServiceAccount
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admissionnamespace: ingress-nginx
---
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginxnamespace: ingress-nginx
rules:
- apiGroups:- ""resources:- namespacesverbs:- get
- apiGroups:- ""resources:- configmaps- pods- secrets- endpointsverbs:- get- list- watch
- apiGroups:- ""resources:- servicesverbs:- get- list- watch
- apiGroups:- networking.k8s.ioresources:- ingressesverbs:- get- list- watch
- apiGroups:- networking.k8s.ioresources:- ingresses/statusverbs:- update
- apiGroups:- networking.k8s.ioresources:- ingressclassesverbs:- get- list- watch
- apiGroups:- coordination.k8s.ioresourceNames:- ingress-nginx-leaderresources:- leasesverbs:- get- update
- apiGroups:- coordination.k8s.ioresources:- leasesverbs:- create
- apiGroups:- ""resources:- eventsverbs:- create- patch
- apiGroups:- discovery.k8s.ioresources:- endpointslicesverbs:- list- watch- get
---
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admissionnamespace: ingress-nginx
rules:
- apiGroups:- ""resources:- secretsverbs:- get- create
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:labels:app.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx
rules:
- apiGroups:- ""resources:- configmaps- endpoints- nodes- pods- secrets- namespacesverbs:- list- watch
- apiGroups:- coordination.k8s.ioresources:- leasesverbs:- list- watch
- apiGroups:- ""resources:- nodesverbs:- get
- apiGroups:- ""resources:- servicesverbs:- get- list- watch
- apiGroups:- networking.k8s.ioresources:- ingressesverbs:- get- list- watch
- apiGroups:- ""resources:- eventsverbs:- create- patch
- apiGroups:- networking.k8s.ioresources:- ingresses/statusverbs:- update
- apiGroups:- networking.k8s.ioresources:- ingressclassesverbs:- get- list- watch
- apiGroups:- discovery.k8s.ioresources:- endpointslicesverbs:- list- watch- get
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission
rules:
- apiGroups:- admissionregistration.k8s.ioresources:- validatingwebhookconfigurationsverbs:- get- update
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginxnamespace: ingress-nginx
roleRef:apiGroup: rbac.authorization.k8s.iokind: Rolename: ingress-nginx
subjects:
- kind: ServiceAccountname: ingress-nginxnamespace: ingress-nginx
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admissionnamespace: ingress-nginx
roleRef:apiGroup: rbac.authorization.k8s.iokind: Rolename: ingress-nginx-admission
subjects:
- kind: ServiceAccountname: ingress-nginx-admissionnamespace: ingress-nginx
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:labels:app.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx
roleRef:apiGroup: rbac.authorization.k8s.iokind: ClusterRolename: ingress-nginx
subjects:
- kind: ServiceAccountname: ingress-nginxnamespace: ingress-nginx
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission
roleRef:apiGroup: rbac.authorization.k8s.iokind: ClusterRolename: ingress-nginx-admission
subjects:
- kind: ServiceAccountname: ingress-nginx-admissionnamespace: ingress-nginx
---
apiVersion: v1
data:allow-snippet-annotations: "false"
kind: ConfigMap
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-controllernamespace: ingress-nginx
---
apiVersion: v1
kind: Service
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-controllernamespace: ingress-nginx
spec:externalTrafficPolicy: LocalipFamilies:- IPv4ipFamilyPolicy: SingleStackports:- appProtocol: httpname: httpport: 80protocol: TCPtargetPort: http- appProtocol: httpsname: httpsport: 443protocol: TCPtargetPort: httpsselector:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxtype: LoadBalancer
---
apiVersion: v1
kind: Service
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-controller-admissionnamespace: ingress-nginx
spec:ports:- appProtocol: httpsname: https-webhookport: 443targetPort: webhookselector:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxtype: ClusterIP
---
apiVersion: apps/v1
kind: Deployment
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-controllernamespace: ingress-nginx
spec:minReadySeconds: 0revisionHistoryLimit: 10selector:matchLabels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxstrategy:rollingUpdate:maxUnavailable: 1type: RollingUpdatetemplate:metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1spec:containers:- args:- /nginx-ingress-controller- --publish-service=$(POD_NAMESPACE)/ingress-nginx-controller- --election-id=ingress-nginx-leader- --controller-class=k8s.io/ingress-nginx- --ingress-class=nginx- --configmap=$(POD_NAMESPACE)/ingress-nginx-controller- --validating-webhook=:8443- --validating-webhook-certificate=/usr/local/certificates/cert- --validating-webhook-key=/usr/local/certificates/key- --enable-metrics=falseenv:- name: POD_NAMEvalueFrom:fieldRef:fieldPath: metadata.name- name: POD_NAMESPACEvalueFrom:fieldRef:fieldPath: metadata.namespace- name: LD_PRELOADvalue: /usr/local/lib/libmimalloc.soimage: registry.k8s.io/ingress-nginx/controller:v1.10.1@sha256:e24f39d3eed6bcc239a56f20098878845f62baa34b9f2be2fd2c38ce9fb0f29eimagePullPolicy: IfNotPresentlifecycle:preStop:exec:command:- /wait-shutdownlivenessProbe:failureThreshold: 5httpGet:path: /healthzport: 10254scheme: HTTPinitialDelaySeconds: 10periodSeconds: 10successThreshold: 1timeoutSeconds: 1name: controllerports:- containerPort: 80name: httpprotocol: TCP- containerPort: 443name: httpsprotocol: TCP- containerPort: 8443name: webhookprotocol: TCPreadinessProbe:failureThreshold: 3httpGet:path: /healthzport: 10254scheme: HTTPinitialDelaySeconds: 10periodSeconds: 10successThreshold: 1timeoutSeconds: 1resources:requests:cpu: 100mmemory: 90MisecurityContext:allowPrivilegeEscalation: falsecapabilities:add:- NET_BIND_SERVICEdrop:- ALLreadOnlyRootFilesystem: falserunAsNonRoot: truerunAsUser: 101seccompProfile:type: RuntimeDefaultvolumeMounts:- mountPath: /usr/local/certificates/name: webhook-certreadOnly: truednsPolicy: ClusterFirstnodeSelector:kubernetes.io/os: linuxserviceAccountName: ingress-nginxterminationGracePeriodSeconds: 300volumes:- name: webhook-certsecret:secretName: ingress-nginx-admission
---
apiVersion: batch/v1
kind: Job
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission-createnamespace: ingress-nginx
spec:template:metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission-createspec:containers:- args:- create- --host=ingress-nginx-controller-admission,ingress-nginx-controller-admission.$(POD_NAMESPACE).svc- --namespace=$(POD_NAMESPACE)- --secret-name=ingress-nginx-admissionenv:- name: POD_NAMESPACEvalueFrom:fieldRef:fieldPath: metadata.namespaceimage: registry.k8s.io/ingress-nginx/kube-webhook-certgen:v1.4.1@sha256:36d05b4077fb8e3d13663702fa337f124675ba8667cbd949c03a8e8ea6fa4366imagePullPolicy: IfNotPresentname: createsecurityContext:allowPrivilegeEscalation: falsecapabilities:drop:- ALLreadOnlyRootFilesystem: truerunAsNonRoot: truerunAsUser: 65532seccompProfile:type: RuntimeDefaultnodeSelector:kubernetes.io/os: linuxrestartPolicy: OnFailureserviceAccountName: ingress-nginx-admission
---
apiVersion: batch/v1
kind: Job
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission-patchnamespace: ingress-nginx
spec:template:metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission-patchspec:containers:- args:- patch- --webhook-name=ingress-nginx-admission- --namespace=$(POD_NAMESPACE)- --patch-mutating=false- --secret-name=ingress-nginx-admission- --patch-failure-policy=Failenv:- name: POD_NAMESPACEvalueFrom:fieldRef:fieldPath: metadata.namespaceimage: registry.k8s.io/ingress-nginx/kube-webhook-certgen:v1.4.1@sha256:36d05b4077fb8e3d13663702fa337f124675ba8667cbd949c03a8e8ea6fa4366imagePullPolicy: IfNotPresentname: patchsecurityContext:allowPrivilegeEscalation: falsecapabilities:drop:- ALLreadOnlyRootFilesystem: truerunAsNonRoot: truerunAsUser: 65532seccompProfile:type: RuntimeDefaultnodeSelector:kubernetes.io/os: linuxrestartPolicy: OnFailureserviceAccountName: ingress-nginx-admission
---
apiVersion: networking.k8s.io/v1
kind: IngressClass
metadata:labels:app.kubernetes.io/component: controllerapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: nginx
spec:controller: k8s.io/ingress-nginx
---
apiVersion: admissionregistration.k8s.io/v1
kind: ValidatingWebhookConfiguration
metadata:labels:app.kubernetes.io/component: admission-webhookapp.kubernetes.io/instance: ingress-nginxapp.kubernetes.io/name: ingress-nginxapp.kubernetes.io/part-of: ingress-nginxapp.kubernetes.io/version: 1.10.1name: ingress-nginx-admission
webhooks:
- admissionReviewVersions:- v1clientConfig:service:name: ingress-nginx-controller-admissionnamespace: ingress-nginxpath: /networking/v1/ingressesfailurePolicy: FailmatchPolicy: Equivalentname: validate.nginx.ingress.kubernetes.iorules:- apiGroups:- networking.k8s.ioapiVersions:- v1operations:- CREATE- UPDATEresources:- ingressessideEffects: None

kubectl apply -f install-ingress.yaml

部署nginx用作测试

nginx-deployment.yaml

apiVersion: apps/v1
kind: Deployment
metadata:name: nginx-deployment
spec:replicas: 2selector:matchLabels:app: nginxtemplate:metadata:labels:app: nginxspec:containers:- name: nginximage: nginx:latestports:- containerPort: 80
---
apiVersion: v1
kind: Service
metadata:name: nginx-service
spec:selector:app: nginxports:- protocol: TCPport: 80targetPort: 80type: ClusterIP

kubectl apply -f nginx-deployment.yaml

配置转发路径映射

nginx-ingress.yaml

apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:name: nginx-ingressannotations:nginx.ingress.kubernetes.io/rewrite-target: /
spec:ingressClassName: nginxrules:- host: example.localhttp:paths:- path: /pathType: Prefixbackend:service:name: nginx-serviceport:number: 80

kubectl apply -f nginx-ingress.yaml

完整搭建日志

D:\DOCKER_REPO\K8S>kubectl apply -f install-ingress.yaml
namespace/ingress-nginx created
serviceaccount/ingress-nginx created
serviceaccount/ingress-nginx-admission created
role.rbac.authorization.k8s.io/ingress-nginx created
role.rbac.authorization.k8s.io/ingress-nginx-admission created
clusterrole.rbac.authorization.k8s.io/ingress-nginx created
clusterrole.rbac.authorization.k8s.io/ingress-nginx-admission created
rolebinding.rbac.authorization.k8s.io/ingress-nginx created
rolebinding.rbac.authorization.k8s.io/ingress-nginx-admission created
clusterrolebinding.rbac.authorization.k8s.io/ingress-nginx created
clusterrolebinding.rbac.authorization.k8s.io/ingress-nginx-admission created
configmap/ingress-nginx-controller created
service/ingress-nginx-controller created
service/ingress-nginx-controller-admission created
deployment.apps/ingress-nginx-controller created
job.batch/ingress-nginx-admission-create created
job.batch/ingress-nginx-admission-patch created
ingressclass.networking.k8s.io/nginx created
validatingwebhookconfiguration.admissionregistration.k8s.io/ingress-nginx-admission created

D:\DOCKER_REPO\K8S>kubectl apply -f nginx-deployment.yaml
deployment.apps/nginx-deployment created
service/nginx-service created

D:\DOCKER_REPO\K8S>kubectl apply -f nginx-ingress.yaml
ingress.networking.k8s.io/nginx-ingress created

检查ingress是否安装成功

D:\DOCKER_REPO\K8S>kubectl get ingressclass
NAME    CONTROLLER             PARAMETERS   AGE
nginx   k8s.io/ingress-nginx   <none>       101s

修改本地hosts文件

"C:\Windows\System32\drivers\etc\hosts"

127.0.0.1 example.local

访问

http://example.local/

查看ingress转发日志

kubectl get pods -n ingress-nginx

kubectl logs -n ingress-nginx ingress-nginx-controller-5b5f8c9f5d-abcdef

kubectl logs -f -n ingress-nginx ingress-nginx-controller-5b5f8c9f5d-abcdef

kubectl logs -n ingress-nginx ingress-nginx-controller-5b5f8c9f5d-abcdef | grep example.local

清空全部测试资源

D:\DOCKER_REPO\K8S>kubectl delete -f nginx-ingress.yaml
ingress.networking.k8s.io "nginx-ingress" deleted

D:\DOCKER_REPO\K8S>kubectl delete -f install-ingress.yaml
namespace "ingress-nginx" deleted
serviceaccount "ingress-nginx" deleted
serviceaccount "ingress-nginx-admission" deleted
role.rbac.authorization.k8s.io "ingress-nginx" deleted
role.rbac.authorization.k8s.io "ingress-nginx-admission" deleted
clusterrole.rbac.authorization.k8s.io "ingress-nginx" deleted
clusterrole.rbac.authorization.k8s.io "ingress-nginx-admission" deleted
rolebinding.rbac.authorization.k8s.io "ingress-nginx" deleted
rolebinding.rbac.authorization.k8s.io "ingress-nginx-admission" deleted
clusterrolebinding.rbac.authorization.k8s.io "ingress-nginx" deleted
clusterrolebinding.rbac.authorization.k8s.io "ingress-nginx-admission" deleted
configmap "ingress-nginx-controller" deleted
service "ingress-nginx-controller" deleted
service "ingress-nginx-controller-admission" deleted
deployment.apps "ingress-nginx-controller" deleted
job.batch "ingress-nginx-admission-create" deleted
job.batch "ingress-nginx-admission-patch" deleted
ingressclass.networking.k8s.io "nginx" deleted
validatingwebhookconfiguration.admissionregistration.k8s.io "ingress-nginx-admission" deleted

D:\DOCKER_REPO\K8S>kubectl delete -f nginx-deployment.yaml
deployment.apps "nginx-deployment" deleted
service "nginx-service" deleted

ingress和nginx的区别

Ingress和Nginx是两个在Kubernetes生态系统中扮演不同角色的概念。

### Ingress

Ingress是Kubernetes中的一种资源对象,它充当了集群入口的控制器。Ingress允许你将外部流量路由到集群内的服务。通过定义Ingress规则,你可以指定请求应该如何被转发、负载均衡、SSL终止等。Ingress通常配合Ingress Controller一起使用,Ingress Controller负责实际的请求转发,而Ingress对象定义了转发规则。在Kubernetes中,常见的Ingress Controller包括Nginx Ingress Controller、Traefik、HAProxy等。

### Nginx

Nginx是一个流行的开源的反向代理服务器,也是一个负载均衡器和Web服务器。它有强大的性能、可扩展性和灵活性,被广泛用于在互联网上提供Web服务。在Kubernetes中,Nginx通常用作Ingress Controller的一部分,负责实际处理Ingress规则定义的请求转发、路由、负载均衡等任务。

### 区别

1. **功能和角色**:
   - Ingress是Kubernetes的一种资源对象,用于定义外部流量的路由规则。
   - Nginx是一个反向代理服务器和负载均衡器,用于实际处理Ingress规则定义的请求转发和路由。

2. **抽象层级**:
   - Ingress位于Kubernetes抽象层级,用于描述应用如何暴露给外部流量。
   - Nginx位于Ingress Controller层级,负责实际处理Ingress定义的流量转发。

3. **实现方式**:
   - Ingress是Kubernetes API对象,定义了流量的路由规则和其他配置。
   - Nginx是一个独立的软件,需要作为Ingress Controller部署到Kubernetes集群中。

虽然Ingress通常使用Nginx作为其Controller,但Ingress Controller并不限于Nginx。在Kubernetes中,你可以选择其他Ingress Controller,比如Traefik、HAProxy等,根据你的需求和偏好来进行选择。

这篇关于K8S==ingress简单搭建和使用的文章就介绍到这儿,希望我们推荐的文章对编程师们有所帮助!



http://www.chinasem.cn/article/1031447

相关文章

使用Python和Pyecharts创建交互式地图

《使用Python和Pyecharts创建交互式地图》在数据可视化领域,创建交互式地图是一种强大的方式,可以使受众能够以引人入胜且信息丰富的方式探索地理数据,下面我们看看如何使用Python和Pyec... 目录简介Pyecharts 简介创建上海地图代码说明运行结果总结简介在数据可视化领域,创建交互式地

Java Stream流使用案例深入详解

《JavaStream流使用案例深入详解》:本文主要介绍JavaStream流使用案例详解,本文通过实例代码给大家介绍的非常详细,对大家的学习或工作具有一定的参考借鉴价值,需要的朋友参考下吧... 目录前言1. Lambda1.1 语法1.2 没参数只有一条语句或者多条语句1.3 一个参数只有一条语句或者多

Java Spring 中 @PostConstruct 注解使用原理及常见场景

《JavaSpring中@PostConstruct注解使用原理及常见场景》在JavaSpring中,@PostConstruct注解是一个非常实用的功能,它允许开发者在Spring容器完全初... 目录一、@PostConstruct 注解概述二、@PostConstruct 注解的基本使用2.1 基本代

C#使用StackExchange.Redis实现分布式锁的两种方式介绍

《C#使用StackExchange.Redis实现分布式锁的两种方式介绍》分布式锁在集群的架构中发挥着重要的作用,:本文主要介绍C#使用StackExchange.Redis实现分布式锁的... 目录自定义分布式锁获取锁释放锁自动续期StackExchange.Redis分布式锁获取锁释放锁自动续期分布式

springboot使用Scheduling实现动态增删启停定时任务教程

《springboot使用Scheduling实现动态增删启停定时任务教程》:本文主要介绍springboot使用Scheduling实现动态增删启停定时任务教程,具有很好的参考价值,希望对大家有... 目录1、配置定时任务需要的线程池2、创建ScheduledFuture的包装类3、注册定时任务,增加、删

使用Python实现矢量路径的压缩、解压与可视化

《使用Python实现矢量路径的压缩、解压与可视化》在图形设计和Web开发中,矢量路径数据的高效存储与传输至关重要,本文将通过一个Python示例,展示如何将复杂的矢量路径命令序列压缩为JSON格式,... 目录引言核心功能概述1. 路径命令解析2. 路径数据压缩3. 路径数据解压4. 可视化代码实现详解1

Pandas透视表(Pivot Table)的具体使用

《Pandas透视表(PivotTable)的具体使用》透视表用于在数据分析和处理过程中进行数据重塑和汇总,本文就来介绍一下Pandas透视表(PivotTable)的具体使用,感兴趣的可以了解一下... 目录前言什么是透视表?使用步骤1. 引入必要的库2. 读取数据3. 创建透视表4. 查看透视表总结前言

Python 交互式可视化的利器Bokeh的使用

《Python交互式可视化的利器Bokeh的使用》Bokeh是一个专注于Web端交互式数据可视化的Python库,本文主要介绍了Python交互式可视化的利器Bokeh的使用,具有一定的参考价值,感... 目录1. Bokeh 简介1.1 为什么选择 Bokeh1.2 安装与环境配置2. Bokeh 基础2

Android使用ImageView.ScaleType实现图片的缩放与裁剪功能

《Android使用ImageView.ScaleType实现图片的缩放与裁剪功能》ImageView是最常用的控件之一,它用于展示各种类型的图片,为了能够根据需求调整图片的显示效果,Android提... 目录什么是 ImageView.ScaleType?FIT_XYFIT_STARTFIT_CENTE

Java学习手册之Filter和Listener使用方法

《Java学习手册之Filter和Listener使用方法》:本文主要介绍Java学习手册之Filter和Listener使用方法的相关资料,Filter是一种拦截器,可以在请求到达Servl... 目录一、Filter(过滤器)1. Filter 的工作原理2. Filter 的配置与使用二、Listen