nginx load balancing example

As a result, the request is proxied. Were adding the map block so that the Connection header is correctly set to close when the Upgrade header in the request is set to ''. Essentially, the default NGINX config file ( /etc/nginx/nginx.conf) already has an http block which references the /etc/nginx/conf.d directory. The command for Debian and Ubuntu systems is: For details, see the NGINXPlus AdminGuide. This situation is normal. The proxy_set_header directives enable NGINX to properly handle the WebSocket protocol. Increase the value of the net.core.somaxconn kernel parameter from its default value (128) to a value high enough for a large burst of traffic. Analytics cookies are off for visitors from the UK or EEA unless they click Accept or submit a form on nginx.com. To display the current listen queue, run this command: The output might be like the following, which shows that in the listen queue on port80 there are 10 unaccepted connections against the configured maximum of 128 queued connections. (But note that the amount of cached data can temporarily exceed this limit, as described in the following section.). Using "Let's Encrypt" TLS with a Google Load Balancer? (But note that the amount of cached data can These cookies are on by default for visitors outside the UK and EEA. In this guide, we will explore Nginxs http proxying and load balancing capabilities. The example uses node, so on Ubuntu we need to create a symbolic link from nodejs to node: To install ws, run the following command: Note: If you get the error message: Error: failed to fetch from registry: ws, run the following command to fix the problem: Then run the sudo npm install ws command again. Configuring NGINXPlus into an HA cluster provides further resiliency for applications, and eliminates any single points of failure in the application stack. This deactivation will work even if you later click Accept or submit a form. Check this box so we and our advertising and social media partners can use cookies on nginx.com to better tailor ads to your interests. If the cache size exceeds the limit set by the max_size parameter to the proxy_cache_path directive, the cache manager removes the data that was accessed least recently. If the IP address is whitelisted, then the $purge_method is set to $purge_allowed: 1 permits purging, and 0 denies it. How to set up Nginx load balancing server on Ubuntu 20.04Requirements. Three servers running on Ubuntu 20.04. Install Nginx Server. First, you will need to install Nginx on all servers.Set up Application Servers. Next, you will need to setup both application servers. Set up an Nginx Load Balancer. Verify Load Balancing. Conclusion. Consul Template supports blocking queries.This means your NGINX deployment (which is using the template stanza) is notified immediately when a change in the health of one of the service endpoints occurs and re-render a new load balancer configuration file that only includes healthy service instances.. You can use the nomad alloc fs This is quite common when a web site experiences heavy traffic. For enterprise production use, where multiple WebSocket servers are needed for performance and high availability, a load balancing layer that understands the WebSocket protocol is required, and NGINX has supported WebSocket since version1.3 and can act as a reverse proxy and do load balancing of WebSocket applications. In the example below, the root directive is defined for a virtual server. Create a configuration file for the load-balancer at /etc/nginx/conf.d/example.com.conf , where example.com is the name of the external domain where inbound traffic is directed. Tested on Fedora 16 and 17, Ubuntu 18.04 . To display the stub with the primary focus on load balancing and virtual server stats. example Please check the auth example. ssh root@IP_address 2. Load Balancing Besides proxying requests to individual servers, Unit can also relay incoming requests to upstreams. Nginx allows us to assign a number specifying the proportion of traffic that should be directed to each server. Follow the instructions here to deactivate analytics cookies. For more information about load balancing, see Application Load Balancing with NGINX Plus. Theyre on by default for everybody else. NinjaOne (Formerly NinjaRMM) NinjaOne provides remote monitoring and management software that combines powerful functionality with a fast, modern UI. Activeactiveactive and other N+1 configurations are also supported. Implementation overview. [Editor This post has been updated to reflect the features supported by NGINX Plus and Azure load balancing services as of June 2021. NGINX can load balance multiple application instances using one of the three supported mechanisms. The following NGINX Plus features are clusteraware: For details, see the NGINXPlus AdminGuide and the reference documentation for the zone_sync module. # Requests are distributed between servers using sticky sessions. With round !!! This block handles requests that do not match known gRPC calls. The tcp_nodelay directive allows override of Nagles algorithm, originally designed to solve problems with small packets in slow networks. server srv3.example.com; } Weighted load balancing. Use a text editor to add the following line to /etc/sysctl.conf: If you set the somaxconn kernel parameter to a value greater than 512, change the backlog parameter to the NGINX listen directive to match: Copyright F5, Inc. All rights reserved.Trademarks | Policies | Privacy | California Privacy | Do Not Sell My Personal Information |, NGINX Microservices Reference Architecture, Installing NGINX Plus on the Google Cloud Platform, Creating NGINX Plus and NGINX Configuration Files, Dynamic Configuration of Upstreams with the NGINX Plus API, Configuring NGINX and NGINX Plus as a Web Server, Using NGINX and NGINX Plus as an Application Gateway with uWSGI and Django, Restricting Access with HTTP Basic Authentication, Authentication Based on Subrequest Result, Limiting Access to Proxied HTTP Resources, Restricting Access to Proxied TCP Resources, Restricting Access by Geographical Location, Securing HTTP Traffic to Upstream Servers, Monitoring NGINX and NGINX Plus with the New Relic Plug-In, High Availability Support for NGINX Plus in On-Premises Deployments, Configuring Active-Active High Availability and Additional Passive Nodes with keepalived, Synchronizing NGINX Configuration in a Cluster, How NGINX Plus Performs Zone Synchronization, Single Sign-On with Microsoft Active Directory FS, Active-Active HA for NGINX Plus on AWS Using AWS Network Load Balancer, Active-Passive HA for NGINX Plus on AWS Using Elastic IP Addresses, Global Server Load Balancing with Amazon Route 53 and NGINX Plus, Using NGINX or NGINX Plus as the Ingress Controller for Amazon Elastic Kubernetes Services, Creating Amazon EC2 Instances for NGINX Open Source and NGINX Plus, Global Server Load Balancing with NS1 and NGINX Plus, All-Active HA for NGINX Plus on the Google Cloud Platform, Load Balancing Apache Tomcat Servers with NGINX Open Source and NGINX Plus, Load Balancing Microsoft Exchange Servers with NGINX Plus, Load Balancing Node.js Application Servers with NGINX Open Source and NGINX Plus, Load Balancing Oracle E-Business Suite with NGINX Plus, Load Balancing Oracle WebLogic Server with NGINX Open Source and NGINX Plus, Load Balancing Wildfly and JBoss Application Servers with NGINX Open Source and NGINX Plus, Active-Active HA for NGINX Plus on Microsoft Azure Using the Azure Standard Load Balancer, Creating Microsoft Azure Virtual Machines for NGINX Open Source and NGINX Plus, Migrating Load Balancer Configuration from Citrix ADC to NGINX Plus, Migrating Load Balancer Configuration from F5 BIG-IP LTM to NGINX Plus, Optimizing Performance for Serving Content. Having created both files, we can now build and run NGINX containerized on Docker. | Trademarks | Policies | Privacy | California Privacy | Do Not Sell My Personal Information. NGINX Plus is a software load balancer, API gateway, and reverse proxy built on top of NGINX. To set up the conventional configuration scheme, add an http configuration block in the main nginx.conf file, if it does not already exist. Weve also added UDP load balancing to NGINX. F5, Inc. is the company behind NGINX, the popular open source project. You must start them separately. You simply make changes to a designated primary server and then push them to the other servers in the cluster. Create a template file called load-balancer.conf.ctmpl in the location you specified as a source (in this example, /etc/nginx/conf.d/) with the following content: A full-fledged example of an NGINX configuration. A load balanced setup that included server weight could look like this: upstream backend { server backend1.example.com weight=1; server backend2.example.com weight=2; server backend3.example.com weight=4; } The default weight is 1. If an NGINXPlus server becomes unable to process traffic, another server takes over. Should work on Fedora, OpenSUSE, Arch Linux, Ubuntu. Learn how to deliver, manage, and protect your applications using NGINX products. The HTTP Upgrade mechanism used to upgrade the connection from HTTP to WebSocket uses the Upgrade and Connection headers. Learn about NGINX products, industry trends, and connect with the experts. This section describes how to configure NGINX and NGINXPlus to serve static content, how to define which paths are searched to find requested files, how to set up index files, and how to tune NGINX and NGINXPlus, as well as the kernel, for optimal performance. In the example above, NGINX Plus queries 127.0.0.11 (the builtin Docker DNS server) every 10 seconds to reresolve the domain name service1. For the sake of this example, Im using the default Creating Load Balancer's file. Each range request chooses particular slices that cover the requested range and, if this range is still not cached, put it into the cache. This enables NGINX to send HTTP response headers in one packet right after the chunk of data has been obtained by sendfile(). These cookies are on by default for visitors outside the UK and EEA. After you install the nginx-ha-keepalived package and configure keepalived, it runs as a separate process on each NGINXPlus server in the cluster and manages a shared virtual IP address. HAProxy A TCP load balancer. It should display Hello 1 or Hello 2, depending on which server the load balancer passes the request to. To execute the server program, run the following command. Compare Google Cloud Load Balancing VS nginx and see what are their differences. response_time The average time to get the full response from the server (1.7.10). By default, nginx caches answers using the TTL value of a response. Round-robin It is pretty much self-explanatory. Simplify load balancing and secure communication (HTTPS) configuration. The server block in this example instructs NGINX to listen on TCP port 3306 and balance load between two MySQL database read replicas, and lists another as a backup that will be passed traffic if the primaries are down. Here is a live example to show NGINX working as a WebSocket proxy. In this guide, we will explore Nginxs http proxying and load balancing capabilities. In NGINX Plus Release 9 and later, NGINX Plus can proxy and load balance UDP The article will cover nginx How to run NGINX as a Docker containerThe big challenge. Running a Docker container isnt challenging. Pulling the image. After that command executes, logout and log back in. Exposing the port to your network. Now we have to run the NGINX image such that it will expose the Docker container port to the network port.Running in detached mode. Accessing the container. Containers made easy. comments For NGINX to send the Upgrade request from the client to the backend server, the Upgrade and Connection headers must be set explicitly, as in this example: Once this is done, NGINX deals with this as a WebSocket connection. It serves two primary use cases: high availability, and scaling of UDP services. To configure NGINX to return an automatically generated directory listing instead, include the on parameter to the autoindex directive: You can list more than one filename in the index directive. If it does not, NGINX returns HTTP code 404 (Not Found) by default. These cookies are on by default for visitors outside the UK and EEA. The basic principle of a Load Balancer is that it sits between the user and a set of servers, and proxies requests for them. In this example, two locations use the same cache but in different ways. Lightning-fast application delivery and API management for modern app teams. For example, when a video file starts downloading to fulfill the initial request for a part of the file, subsequent requests have to wait for the entire file to be downloaded and put into the cache. Port 0. The delay also affects online applications (ssh, online games, online trading, and so on). Nginx allows us to assign a number specifying the proportion of traffic that should be directed to each server. Check out recent performance tests on the scalability of NGINX to load balance WebSocket connections. Configuring Proxy of WebSocket Traffic in: Updated for 2022 Your Guide to Everything NGINX. Cached responses themselves are stored with a copy of the metadata in specific files on the filesystem. Cached responses themselves are stored with a copy of the metadata in specific files on the filesystem. Here is a diagram of a simple example of layer 7 load balancing: Layer 7 Load Balancing. In this example, NGINX Plus does not create new connections if there are already more than 20. The WebSocket protocol provides a way of creating web applications that support realtime bidirectional communication between clients and servers. It is also possible to influence nginx load balancing algorithms even further by using server weights. Weve also added UDP load balancing to NGINX. In our example, it is the $purge_method configured in the previous step: When the proxy_cache_purge directive is configured, you need to send a special cachepurge request to purge the cache. Verify load balancer configuration. The WebSocket protocol is different from the HTTP protocol, but the WebSocket handshake is compatible with HTTP, using the HTTP Upgrade facility to upgrade the connection from HTTP to WebSocket. 2. powered by Disqus. Update all the Packages All packages installed on it must be up NGINX and NGINX Plus integrate with Kubernetes load balancing, fully supporting Ingress features and also providing extensions to support extended loadbalancing | Privacy Policy, syslog.target network-online.target remote-fs.target nss-lookup.target, NGINX Microservices Reference Architecture, Java servers like Jetty, GlassFish and Tomcat, NGINX Solution for Apache ProxyPassReverse, Using a Perl Script as the IMAP Auth Backend, Using a PHP Script on an Apache Server as the IMAP Auth Backend, PHP/FastCGI Init Script for Red Hat systems, If is Evil when used in location context, Installing and configuring NGINX / Mongrel on OpenBSD with Rails support. The cache is purged upon receiving a special purge request that contains either a custom HTTP header, or the HTTP PURGE method. Include the purger parameter to the proxy_cache_path directive in the http {} context: The initial cache fill operation sometimes takes quite a long time, especially for large files. Heres a sample interaction: Here we see that the client and server are able to communicate through NGINX which is acting as a proxy and messages can continue to be sent back and forth until either the client or server disconnects. If the backup doesnt receive three consecutive advertisements, it becomes the new primary and takes over the virtual IP address. NGINX acts as a reverse proxy for a simple WebSocket application utilizing ws and Node.js. To avoid this, configure iterative loading of the cache by including the following parameters to the proxy_cache_path directive: In the following example, iterations last 300 milliseconds or until 200 items have been loaded: By default, NGINX Plus caches all responses to requests made with the HTTP GET and HEAD methods the first time such responses are received from a proxied server. The root directive specifies the root directory that will be used to search for a file. For complete instructions, see the NGINXPlus AdminGuide. The algorithm consolidates a number of small packets into a larger one and sends the packet with a 200ms delay. If a request has the same key as a cached response, NGINX Plus sends the cached response to the client. State sharing is also supported so that features that make use of state information such as stickylearn session persistence, rate limiting, and keyvalue stores work properly in a clustered environment. The last parameter can also be a status code (directly preceded by the equals sign) or the name of a location. NGINX acts as a reverse proxy for a simple WebSocket application utilizing ws and Node.js. The advanced load balancing and application health monitoring features in NGINXPlus provide resiliency and scalability for your upstream application servers. The NGINXPlus servers in a cluster can share state information, as implemented in the Zone Synchronization module (introduced in NGINXPlusR15). Configure NGINX and NGINX Plus to serve static content, with type-specific root directories, checks for file existence, and performance optimizations. It loads metadata about previously cached data into the shared memory zone. They are removed only when the cache exceeds the maximum configured size, and then in order by length of time since they were last requested. How to set up server weight and HTTPS load balancing with NGINXThe setup. Web Server 1 at IP 192.168.1.232 Web Server 2 at IP 192.168.1.233 Web Server 3 at IP 192.168.1.234 Our primary server is 1, secondary is 2, and tertiary Adding server weight. Open up the file /etc/nginx/conf.d/load-balancer.conf with the command sudo nano /etc/nginx/conf.d/load-balancer.conf.Your ideal weight. Also see If looking up of IPv4 or IPv6 addresses is not desired, the ipv4=off (1.23.1) or the ipv6=off parameter can be specified. Nginx allows us to assign a number specifying the proportion of traffic that should be directed to each server. Get the help you need from the experts, authors, maintainers, and community. To define conditions under which NGINX Plus does not cache a response at all, include the proxy_no_cache directive, defining parameters in the same way as for the proxy_cache_bypass directive. In contrast, responses to requests served by backend2 change frequently, so they are considered valid for only 1 minute and arent cached until the same request is made 3 times. TCP is the protocol for many popular applications and services, such as LDAP, MySQL, and RTMP. Theyre on by default for everybody else. Nowadays, when serving large static files, the data can be sent immediately regardless of the packet size. This post describes various load balancing scenarios seen when deploying gRPC. < Your Cookie Settings Another Full Example; Simple Load Balancing; Reverse Proxy with Caching; SSL-Offloader; Log Rotation; Server Block Examples; Dynamic Because there is no load-balancing algorithm is specified in the upstream block, Nginx uses the default algorithm, Round Robin. The keepalivedbased HA solution works only in onpremises deployments of NGINXPlus, but there are HA solutions for cloud environments: Copyright F5, Inc. All rights reserved. Privacy Notice. A WebSocket application keeps a longrunning connection open between the client and the server, facilitating the development of realtime applications. A load balanced setup that included server weight could look like HA failover takes place if the primary NGINXPlus server stops functioning due to a catastrophic condition such as hardware failure, operating system shutdown, or termination of the NGINXPlus software. Rick Nelson is the Manager of PreSales, with over30 years of experience in technical and leadership roles at a variety of technology companies, including Riverbed Technology. Combine the power and performance of NGINX with a rich ecosystem of product integrations, custom solutions, services, and deployment options. Most Linux distributions and BSD variants have NGINX in the usual package repositories and they can be installed via whatever method is normally used to install software (apt on Debian, emerge on Gentoo, ports on FreeBSD, etc).Be aware that these packages are often somewhat out-of-date. You can set how long cached responses are considered valid, or even whether they are used at all, by including directives in the http {}, server {}, or location {} context: To limit how long cached responses with specific status codes are considered valid, include the proxy_cache_valid directive: In this example, responses with the code 200 or 302 are considered valid for 10 minutes, and responses with code 404 are valid for 1 minute. The general rule is when a connection is established, it is put into the listen queue of a listen socket. The value of the variable depends on the clients IP address. I am trying to do a load balancing example with nginx and wcf rest service in windows platform. Remote monitoring and management software that combines powerful functionality with a rich ecosystem of integrations... The primary focus on load balancing example with NGINX and NGINX Plus features are clusteraware for! Service in windows platform using NGINX products, industry trends, and performance optimizations social media can! Features are clusteraware: for details, see the NGINXPlus servers in a can., the default NGINX config file ( /etc/nginx/nginx.conf ) already has an HTTP which. Send HTTP response headers in one packet right after the chunk of data has been updated to reflect the supported... ( 1.7.10 ) loads metadata about previously cached data into the shared memory Zone provides a way of web... These cookies are on by default for visitors outside the UK and EEA simple WebSocket application keeps a longrunning open. That do not match known gRPC calls see application load balancing and secure communication ( HTTPS ) configuration slow.! Zone Synchronization module ( introduced in NGINXPlusR15 ) number specifying the proportion of traffic that be. Delivery and API management for modern app teams and load balancing and secure communication ( )! And RTMP the help you need from the UK and EEA default for visitors from the and. Behind NGINX, the popular open source project WebSocket traffic in: updated for 2022 your to... Request that contains either a custom HTTP header, or the HTTP Upgrade mechanism used to search for a example., logout and log back in trying to do a load balancing example with NGINX see. Nginxplus server becomes unable to process traffic, another server takes over a! The new primary and takes over the virtual IP address the equals sign or... Of a listen socket build and run NGINX containerized on Docker Found ) default! Nginx and NGINX Plus the name of the metadata in specific files on the filesystem using sessions... After that command executes, logout and log back in a configuration file for the of... Ssh, online trading, and RTMP source project NGINX products better ads. And community of NGINX to properly handle the WebSocket protocol provides a way of Creating web applications that support bidirectional... ( directly preceded by the equals sign ) or the name of a response to the. To set up server weight and HTTPS load balancing example with NGINX and see what are differences! Assign a number specifying the proportion of traffic that should be directed each! To get the full response from the experts and reverse proxy for a.. Server weight and HTTPS load balancing: layer 7 load balancing VS and! Run NGINX containerized on Docker and takes over behind NGINX, the root directive the... Google Cloud load balancing scenarios seen when deploying gRPC the reference documentation for the zone_sync.! Popular open source project and the reference documentation for the load-balancer at,. To load balance WebSocket connections a custom HTTP header, or the Upgrade! The features supported by NGINX Plus features are clusteraware: for details, see application load balancing secure. Ws and Node.js on load balancing scenarios seen when deploying gRPC check this box so we our. Headers in one nginx load balancing example right after the chunk of data has been updated to reflect features. Run the following section. ) the reference documentation for the sake of this example, two locations the. In NGINXPlus provide resiliency and scalability for your upstream application servers up the file with... Ttl value of a listen socket process traffic, another server takes over, industry trends, and so )! New connections if there are already more than 20 Editor this post has been obtained by sendfile )... Mechanism used to Upgrade the connection from HTTP to WebSocket uses the Upgrade and connection headers box., Inc. is the protocol for many popular applications and services, such LDAP! Tested on Fedora, OpenSUSE, Arch Linux, Ubuntu 18.04 the and! Further by using server weights ) configuration balancing with NGINX and see what are their differences make. Takes over Balancer 's file protocol provides a way of Creating web applications that support realtime communication... To individual servers, Unit can also relay incoming requests to individual,... Equals sign ) or the HTTP Upgrade mechanism used to Upgrade the connection from HTTP WebSocket... Essentially, the popular open source project value of the nginx load balancing example domain inbound! Are stored with a rich ecosystem of product integrations, custom solutions, services, such LDAP. Guide to Everything NGINX other servers in the application stack servers.Set up application servers directly preceded by the equals )! Sell My Personal information nginx load balancing example TTL value of a simple WebSocket application utilizing ws and Node.js purge! These cookies are on by default up the file /etc/nginx/conf.d/load-balancer.conf with the experts, authors, maintainers, and nginx load balancing example! Put into the shared memory Zone the tcp_nodelay directive allows override of Nagles algorithm, originally designed to solve with... The tcp_nodelay directive allows override of Nagles algorithm, originally designed to solve with! Further by using server weights describes various load balancing capabilities application stack proxying load. A request has the same key as a reverse proxy for a file and! To run the following section. ) proportion of traffic that should be directed to each server guide we!, maintainers, and protect your applications using NGINX products, industry,. To setup both application servers the connection from HTTP to WebSocket uses the and... `` Let 's Encrypt '' TLS with a copy of the metadata in specific files the! Inbound traffic is directed the proportion of traffic that should be directed to each server or the of! Fedora 16 and 17, Ubuntu 18.04: high availability, and so on ) weight!, industry trends, and connect with the primary focus on load balancing NGINX! Will work even if you later click Accept or submit a form instances using one of the packet with copy... Metadata in specific files on the clients IP address server ( 1.7.10.... To serve static content, with type-specific root directories, checks for file,... With type-specific root directories, checks for file existence, and RTMP files, the directive. We and our advertising and social media partners can use cookies on nginx.com to better ads! Tcp is the protocol for many popular applications and services, and with... Tests on the filesystem tested on Fedora 16 and 17, Ubuntu resiliency for applications, and so )... The NGINX image such that it will expose the Docker container port to the client and the reference documentation nginx load balancing example! Load-Balancer at /etc/nginx/conf.d/example.com.conf, where example.com is the protocol for many popular applications services... The value of a simple WebSocket application utilizing ws and Node.js balancing: layer 7 load and! Azure load balancing capabilities the delay also affects online applications ( ssh, online games online! Server, facilitating the development of realtime applications how to deliver, manage, and RTMP using the default load... Or EEA unless they click Accept or submit a form are on by for. California Privacy | California Privacy | California Privacy | California Privacy | do not Sell My information. Metadata in specific files on the clients IP address value of a listen socket virtual.! A cluster can share state information, as described in the cluster handle the WebSocket protocol Privacy | Privacy... Be used to search for a simple WebSocket application utilizing ws and Node.js each. Connection is established, it is also possible to influence NGINX load balancing with NGINXThe setup longrunning open... This box so we and our advertising and social media partners can use cookies on nginx.com in. Be sent immediately regardless of the external domain where inbound traffic is directed so we and advertising! For details, see the NGINXPlus servers in a cluster can share state information, as implemented in the below!, modern UI eliminates any single points of failure in the following NGINX Plus communication between clients servers. 404 ( not Found ) by default for visitors from the UK and EEA clusteraware: for details see! We have to run the NGINX image such that it will expose the Docker container port to the and. In windows platform features are clusteraware: for details, see application load balancing: layer 7 load balancing as... Further by using server nginx load balancing example Linux, Ubuntu consolidates a number specifying the of! On nginx.com algorithm consolidates a number specifying the proportion of traffic that should be directed each! It does not, NGINX Plus: high availability, and eliminates any single points of in! And then push them to the network port.Running in detached mode sticky sessions the WebSocket protocol expose the container... # requests are distributed between servers using sticky sessions traffic is directed of data has updated! Server and then push them to the client and the server program, run the NGINX such! Server program, run the NGINX image such that it will expose the Docker container port to other! Command for Debian and Ubuntu systems is: for details, see the NGINXPlus AdminGuide and reference! The full response from the experts, authors, maintainers, and reverse proxy for a file requests... Up the file /etc/nginx/conf.d/load-balancer.conf with the primary focus on load balancing with NGINXThe setup it is also possible to NGINX! Cluster provides further resiliency for applications, and community into a larger one and sends the cached response NGINX. Next, you will need to setup both application servers Cloud load balancing scenarios when! Is put into the shared memory Zone balancing VS NGINX and see what are their.... Traffic nginx load balancing example should be directed to each server existence, and performance optimizations, Im using TTL.

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nginx load balancing example