{"id":7647,"date":"2024-06-04T21:02:54","date_gmt":"2024-06-05T04:02:54","guid":{"rendered":"https:\/\/ioflood.com\/blog\/?p=7647"},"modified":"2024-06-04T21:02:54","modified_gmt":"2024-06-05T04:02:54","slug":"install-filebeat-linux","status":"publish","type":"post","link":"https:\/\/ioflood.com\/blog\/install-filebeat-linux\/","title":{"rendered":"Intro to Filebeat on Linux | Install and Setup Guide"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/ioflood.com\/blog\/wp-content\/uploads\/2024\/06\/Scene-with-engineers-installing-Filebeat-on-Linux-in-a-datacenter-to-enhance-log-management-300x300.jpg\" alt=\"Scene with engineers installing Filebeat on Linux in a datacenter to enhance log management\" width=\"300\" height=\"300\" title=\"\"><\/figure>\n<\/div>\n<p>To evaluate the uses of real-time log data processing, we&#8217;ve installed Filebeat on our Linux servers at <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/ioflood.com\/\">IOFLOOD<\/a>. Filebeat&#8217;s integration with Elasticsearch and Kibana enables us to visualize and analyze log data, enabling proactive monitoring and troubleshooting. Through this comprehensive tutorial, we aim to equip our <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/ioflood.com\/bare-metal-cloud-server.php\">dedicated server<\/a> customers and fellow developers with the knowledge needed to enhance their Linux log analysis capabilities with Filebeat.<\/p>\n<p><strong>In this tutorial, we will guide you on how to install Filebeat on your Linux system.<\/strong> We will show you methods for both APT and YUM-based distributions, delve into compiling Filebeat from source, installing a specific version, and finally, how to use the Filebeat command and ensure it&#8217;s installed correctly.<\/p>\n<p>So, let&#8217;s dive in and begin installing Filebeat on your Linux system!<\/p>\n<h2>TL;DR: How Do I Install Filebeat on Linux?<\/h2>\n<blockquote><p>\n  You can install Filebeat on Linux with <code>sudo apt-get install filebeat<\/code> or <code>sudo yum install filebeat<\/code>. You can also download the <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/downloads\/beats\/filebeat\" target=\"_blank\" rel=\"noopener\">Filebeat package<\/a> from the Elastic website. After downloading, you extract it and run the install command.\n<\/p><\/blockquote>\n<p>Here&#8217;s a quick example for Debian-based systems:<\/p>\n<pre><code class=\"language-bash line-numbers\">wget https:\/\/artifacts.elastic.co\/downloads\/beats\/filebeat\/filebeat-7.14.0-amd64.deb\nsudo dpkg -i filebeat-7.14.0-amd64.deb\n<\/code><\/pre>\n<p>And for RPM-based systems:<\/p>\n<pre><code class=\"language-bash line-numbers\">wget https:\/\/artifacts.elastic.co\/downloads\/beats\/filebeat\/filebeat-7.14.0-x86_64.rpm\nsudo rpm -vi filebeat-7.14.0-x86_64.rpm\n<\/code><\/pre>\n<p>These commands will download the Filebeat package and install it on your system. However, this is just a basic way to install Filebeat on Linux. There&#8217;s much more to learn about installing and configuring Filebeat for optimal log management. Continue reading for more detailed information and advanced installation options.<\/p>\n<h2>A Beginner&#8217;s Guide to Installation<\/h2>\n<p>Filebeat is a lightweight, open-source log shipper from Elastic that forwards and centralizes log data. It installs as an agent on your servers to send operational data to Elasticsearch. Filebeat allows you to take back control of your system logs and use them to their full potential.<\/p>\n<p>Whether you&#8217;re troubleshooting an issue, ensuring compliance, or just keeping an eye on your system&#8217;s performance, Filebeat is a valuable tool to have in your arsenal.<\/p>\n<h3>Installing Filebeat using APT<\/h3>\n<p>On Debian-based distributions like Ubuntu, you can use the APT package manager to install Filebeat. Here&#8217;s a step-by-step guide:<\/p>\n<pre><code class=\"language-bash line-numbers\"># First, update your package lists\nsudo apt-get update\n\n# Next, download and install Filebeat\nsudo apt-get install filebeat\n\n# Check if Filebeat is installed correctly\nfilebeat version\n\n# Output:\n# filebeat version 7.14.0 (amd64), libbeat 7.14.0 [f27399d8e8eb1e31760f0079e0c6c9c0c4d2a707 built 2021-07-29 21:22:56 +0000 UTC]\n<\/code><\/pre>\n<p>This sequence of commands first updates your package lists, then downloads and installs Filebeat. The last command checks if Filebeat is installed correctly by displaying its version.<\/p>\n<h3>Installing Filebeat using YUM<\/h3>\n<p>On RPM-based distributions like CentOS or RHEL, you can use the YUM package manager to install Filebeat. Here&#8217;s how you do it:<\/p>\n<pre><code class=\"language-bash line-numbers\"># First, update your package lists\nsudo yum update\n\n# Next, download and install Filebeat\nsudo yum install filebeat\n\n# Check if Filebeat is installed correctly\nfilebeat version\n\n# Output:\n# filebeat version 7.14.0 (amd64), libbeat 7.14.0 [f27399d8e8eb1e31760f0079e0c6c9c0c4d2a707 built 2021-07-29 21:22:56 +0000 UTC]\n<\/code><\/pre>\n<p>Like with APT, this sequence of commands first updates your package lists, then downloads and installs Filebeat. The last command checks if Filebeat is installed correctly by displaying its version.<\/p>\n<p>Remember, these are the basic methods to install Filebeat on Linux. There are also more advanced methods, which we&#8217;ll discuss in the next section.<\/p>\n<h2>Installing Filebeat from Source<\/h2>\n<p>For those who prefer a hands-on approach or need a specific version not provided by their package manager, installing Filebeat from source is an option. This method requires more steps and a bit of familiarity with the command line, but it provides the most flexibility.<\/p>\n<p>Here&#8217;s how you can compile and install Filebeat from its source code:<\/p>\n<pre><code class=\"language-bash line-numbers\"># First, clone the Beats repository\n git clone https:\/\/github.com\/elastic\/beats.git\n\n# Navigate into the Filebeat directory\n cd beats\/filebeat\n\n# Build the project\n make\n\n# Check the binary\n .\/filebeat -version\n\n# Output:\n# filebeat version 7.14.0 (amd64), libbeat 7.14.0 [f27399d8e8eb1e31760f0079e0c6c9c0c4d2a707 built 2021-07-29 21:22:56 +0000 UTC]\n<\/code><\/pre>\n<p>This sequence of commands clones the Beats repository, navigates into the Filebeat directory, builds the project, and checks the version of the binary. The output should match the version of the source code you cloned.<\/p>\n<h2>Installing Specific Versions of Filebeat<\/h2>\n<p>There might be situations where you need a specific version of Filebeat. This could be due to compatibility issues, specific features, or to match the version used in a tutorial or guide.<\/p>\n<h3>Installing Specific Versions from Source<\/h3>\n<p>To install a specific version from source, you need to check out the corresponding tag before building the project. Here&#8217;s an example:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Navigate into the Beats directory\n cd beats\n\n# Check out the tag for version 7.14.0\n git checkout v7.14.0\n\n# Navigate into the Filebeat directory\n cd filebeat\n\n# Build the project\n make\n\n# Check the binary\n .\/filebeat -version\n\n# Output:\n# filebeat version 7.14.0 (amd64), libbeat 7.14.0 [f27399d8e8eb1e31760f0079e0c6c9c0c4d2a707 built 2021-07-29 21:22:56 +0000 UTC]\n<\/code><\/pre>\n<h3>Installing Specific Versions with APT<\/h3>\n<p>On Debian-based distributions, you can specify the version when installing with APT. Here&#8217;s an example:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Install Filebeat version 7.14.0\n sudo apt-get install filebeat=7.14.0\n<\/code><\/pre>\n<h3>Installing Specific Versions with YUM<\/h3>\n<p>On RPM-based distributions, you can also specify the version when installing with YUM. Here&#8217;s how:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Install Filebeat version 7.14.0\n sudo yum install filebeat-7.14.0\n<\/code><\/pre>\n<h3>Version Comparison<\/h3>\n<p>Different versions of Filebeat might include new features, bug fixes, or performance improvements. For example, version 7.14.0 introduced native support for OpenTelemetry, while version 7.13.0 improved the handling of large fields.<\/p>\n<table>\n<thead>\n<tr>\n<th>Version<\/th>\n<th>New Features<\/th>\n<th>Bug Fixes<\/th>\n<th>Performance Improvements<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>7.14.0<\/td>\n<td>Yes<\/td>\n<td>Yes<\/td>\n<td>Yes<\/td>\n<\/tr>\n<tr>\n<td>7.13.0<\/td>\n<td>No<\/td>\n<td>Yes<\/td>\n<td>Yes<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Using and Verifying Filebeat<\/h2>\n<p>Once you&#8217;ve installed Filebeat, you can start using it to ship logs to Elasticsearch or Logstash. Here&#8217;s a basic command to start Filebeat:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Start Filebeat\n sudo service filebeat start\n<\/code><\/pre>\n<p>You can verify that Filebeat is running by checking its status:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Check Filebeat status\n sudo service filebeat status\n\n# Output:\n# \u25cf filebeat.service - Filebeat sends log files to Logstash or directly to Elasticsearch.\n#    Loaded: loaded (\/lib\/systemd\/system\/filebeat.service; enabled; vendor preset: enabled)\n#    Active: active (running) since Tue 2021-08-31 11:36:45 UTC; 1min 5s ago\n<\/code><\/pre>\n<p>This output indicates that Filebeat is active and running.<\/p>\n<h2>Alternative Log Management Methods<\/h2>\n<p>While Filebeat is an excellent log shipper, there are other tools and methods available for log management in Linux. Depending on your specific needs, you might find one of these alternatives more suitable. Let&#8217;s explore some of them.<\/p>\n<h3>Logstash: A Powerful Log Processor<\/h3>\n<p>Logstash is another tool from Elastic that can collect, process, and forward logs. Unlike Filebeat, Logstash can transform and enrich the data before sending it off, making it a more powerful (but also more resource-intensive) tool.<\/p>\n<p>Here&#8217;s how to install Logstash on Debian-based distributions:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Update your package lists\nsudo apt-get update\n\n# Install Logstash\nsudo apt-get install logstash\n\n# Check if Logstash is installed correctly\n\/usr\/share\/logstash\/bin\/logstash --version\n\n# Output:\n# logstash 7.14.0\n<\/code><\/pre>\n<h3>Manual Log Management<\/h3>\n<p>If you prefer a hands-on approach, you can manage your logs manually using built-in tools like syslog and logrotate. This method requires more effort but gives you complete control over your log management.<\/p>\n<p>Here&#8217;s an example of how to rotate logs manually using logrotate:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Create a logrotate configuration file\necho '\/var\/log\/myapp\/*.log {\n    daily\n    rotate 7\n    compress\n    missingok\n    notifempty\n}' | sudo tee \/etc\/logrotate.d\/myapp\n\n# Run logrotate manually\nsudo logrotate -v \/etc\/logrotate.d\/myapp\n<\/code><\/pre>\n<p>This script creates a logrotate configuration file that rotates logs daily, keeps seven days of logs, compresses old logs, and ignores missing log files. The second command runs logrotate manually using this configuration.<\/p>\n<h3>Comparing Alternatives<\/h3>\n<p>Each of these methods has its advantages and disadvantages. Filebeat is lightweight and easy to use, making it a great choice for most users. Logstash is more powerful but requires more resources, making it suitable for larger or more complex systems. Manual log management gives you the most control but requires the most effort.<\/p>\n<table>\n<thead>\n<tr>\n<th>Method<\/th>\n<th>Ease of Use<\/th>\n<th>Power<\/th>\n<th>Resource Usage<\/th>\n<th>Control<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Filebeat<\/td>\n<td>High<\/td>\n<td>Medium<\/td>\n<td>Low<\/td>\n<td>Medium<\/td>\n<\/tr>\n<tr>\n<td>Logstash<\/td>\n<td>Medium<\/td>\n<td>High<\/td>\n<td>High<\/td>\n<td>High<\/td>\n<\/tr>\n<tr>\n<td>Manual<\/td>\n<td>Low<\/td>\n<td>Low<\/td>\n<td>Low<\/td>\n<td>High<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>In conclusion, while Filebeat is a fantastic tool for log management on Linux, it&#8217;s not the only option. Depending on your specific needs and skills, Logstash or manual log management might be more suitable. As always, the best tool is the one that fits your needs the best.<\/p>\n<h2>Troubleshooting Filebeat Issues<\/h2>\n<p>Even with a straightforward installation process, you may encounter issues when installing or using Filebeat on Linux. This section will discuss some common problems and their solutions.<\/p>\n<h3>Filebeat Not Starting<\/h3>\n<p>Sometimes, Filebeat might not start as expected. This could be due to a variety of reasons, such as configuration errors or permission issues. You can check the status of Filebeat with the following command:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Check Filebeat status\nsudo service filebeat status\n<\/code><\/pre>\n<p>If Filebeat is not running, you can check its logs for more information:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Check Filebeat logs\nsudo journalctl -u filebeat\n<\/code><\/pre>\n<p>These commands will give you insight into what might be causing Filebeat to fail.<\/p>\n<h3>Filebeat Not Shipping Logs<\/h3>\n<p>If Filebeat is running but not shipping logs, the issue might be with your configuration. Check your Filebeat configuration file for any errors:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Check Filebeat configuration\nsudo filebeat test config\n<\/code><\/pre>\n<p>This command will test your Filebeat configuration and report any errors. Ensure your log paths are correct and that Filebeat has the necessary permissions to read them.<\/p>\n<h3>Updating Filebeat<\/h3>\n<p>Keeping Filebeat updated ensures you have the latest features and security fixes. Here&#8217;s how to update Filebeat on APT and YUM-based distributions:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Update Filebeat on Debian-based distributions\nsudo apt-get update\nsudo apt-get upgrade filebeat\n\n# Update Filebeat on RPM-based distributions\nsudo yum update filebeat\n<\/code><\/pre>\n<p>These commands will update Filebeat to the latest version available in your package manager.<\/p>\n<h3>Considerations When Using Filebeat<\/h3>\n<p>When using Filebeat, keep in mind that it&#8217;s a lightweight log shipper designed to forward logs to a central location. While it&#8217;s excellent for collecting and shipping logs, it doesn&#8217;t have the processing capabilities of more robust tools like Logstash. If you need to enrich or transform your logs before indexing them, consider using Filebeat in conjunction with Logstash or another log processing tool.<\/p>\n<p>Remember, the goal of log management is not just to collect logs, but to use them to gain insight into your system. Whether you&#8217;re using Filebeat, Logstash, or manual log management, make sure you&#8217;re making the most of your logs.<\/p>\n<h2>Understanding Log Management<\/h2>\n<p>Before we delve deeper into the specifics of Filebeat, it&#8217;s crucial to understand the concept of log management in Linux and its importance in system administration and security.<\/p>\n<h3>The Importance of Logs in Linux<\/h3>\n<p>Logs are the lifeblood of system administration. They record the events happening in your system, providing a historical account that can be used for troubleshooting, auditing, and performance tuning.<\/p>\n<p>In Linux, logs are typically stored in the <code>\/var\/log<\/code> directory. These logs contain information about different aspects of your system, such as kernel messages, system errors, and application logs. Here&#8217;s how you can view the last few lines of the system log:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Display the last few lines of the system log\nsudo tail \/var\/log\/syslog\n\n# Output:\n# Aug 31 14:52:01 myserver CRON[12345]: (root) CMD (command -v debian-sa1 &gt; \/dev\/null &amp;&amp; debian-sa1 1 1)\n# Aug 31 14:55:01 myserver CRON[12346]: (root) CMD (command -v debian-sa1 &gt; \/dev\/null &amp;&amp; debian-sa1 1 1)\n# Aug 31 14:58:01 myserver CRON[12347]: (root) CMD (command -v debian-sa1 &gt; \/dev\/null &amp;&amp; debian-sa1 1 1)\n<\/code><\/pre>\n<p>This command shows the last few lines of your system log, which includes timestamps, system events, and messages.<\/p>\n<h3>Log Management: A Crucial Aspect of System Administration<\/h3>\n<p>While having logs is useful, they can quickly become overwhelming without proper management. This is where log management comes in. Log management involves collecting, storing, analyzing, and protecting log data. It&#8217;s a crucial aspect of system administration that helps you maintain the health and security of your system.<\/p>\n<h3>Security Implications of Log Management<\/h3>\n<p>From a security perspective, logs can provide early warning signs of an attack or help you understand the nature of a breach after it has occurred. They can show suspicious activities, failed login attempts, or changes to critical system files. Therefore, proper log management is a critical component of any security strategy.<\/p>\n<h3>Filebeat: A Tool for Effective Log Management<\/h3>\n<p>Filebeat simplifies log management by automatically forwarding logs to a central location for analysis. It&#8217;s a lightweight, easy-to-use tool that fits well into the Elastic Stack, making it a popular choice for log shipping in Linux.<\/p>\n<p>In conclusion, understanding the fundamentals of log management is essential to appreciate the value that tools like Filebeat bring to system administration and security. With this knowledge, you can effectively use Filebeat and other log management tools to maintain and secure your Linux system.<\/p>\n<h2>Log Management in Large Systems<\/h2>\n<p>In a single Linux system, managing logs is relatively straightforward. However, when you&#8217;re dealing with larger systems or networks, the complexity increases exponentially. Each system or device in your network generates its own logs, leading to a massive amount of log data to collect, store, and analyze.<\/p>\n<p>In such scenarios, tools like Filebeat become even more crucial. Filebeat can collect logs from multiple systems and forward them to a central location, making it easier to manage and analyze your logs.<\/p>\n<p>Here&#8217;s how you can configure Filebeat to collect logs from multiple systems:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Filebeat configuration file (\/etc\/filebeat\/filebeat.yml)\nfilebeat.inputs:\n- type: log\n  enabled: true\n  paths:\n    - \/var\/log\/*.log\noutput.elasticsearch:\n  hosts: [\"my-elastic-server:9200\"]\n<\/code><\/pre>\n<p>This configuration tells Filebeat to collect logs from the <code>\/var\/log<\/code> directory and send them to an Elasticsearch server. You can replicate this configuration on all your systems to centralize your log management.<\/p>\n<h2>Integrating Filebeat with Elasticsearch<\/h2>\n<p>Filebeat is part of the Elastic Stack, which includes Elasticsearch for search and analytics and Kibana for visualization. By integrating Filebeat with Elasticsearch and Kibana, you can create a powerful log management solution.<\/p>\n<p>Elasticsearch can store and analyze your logs, while Kibana can create visualizations and dashboards to help you understand your log data. Here&#8217;s a basic configuration for integrating Filebeat with Elasticsearch and Kibana:<\/p>\n<pre><code class=\"language-bash line-numbers\"># Filebeat configuration file (\/etc\/filebeat\/filebeat.yml)\nfilebeat.inputs:\n- type: log\n  enabled: true\n  paths:\n    - \/var\/log\/*.log\noutput.elasticsearch:\n  hosts: [\"my-elastic-server:9200\"]\nsetup.kibana:\n  host: \"my-kibana-server:5601\"\n<\/code><\/pre>\n<p>This configuration tells Filebeat to collect logs, send them to Elasticsearch for storage and analysis, and use Kibana for visualization.<\/p>\n<h3>Further Resources for Mastering Filebeat<\/h3>\n<p>To learn more about Filebeat and log management in Linux, check out these resources:<\/p>\n<ul>\n<li><a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/beats\/filebeat\" target=\"_blank\" rel=\"noopener\">Elastic&#8217;s Filebeat Overview<\/a> &#8211; This is the official documentation for Filebeat, providing comprehensive information about its features and how to use them.<\/p>\n<\/li>\n<li>\n<p><a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/betterstack.com\/community\/guides\/logging\/logstash-explained\/\" target=\"_blank\" rel=\"noopener\">Logstash Explained<\/a> &#8211; Comprehensive guide to understanding and using Logstash for efficient logging.<\/p>\n<\/li>\n<li>\n<p><a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elastic-stack-get-started\/current\/get-started-elastic-stack.html\" target=\"_blank\" rel=\"noopener\">Getting Started in Elastic Stack<\/a> &#8211; This guide provides an introduction to the Elastic Stack, including Elasticsearch, Kibana, and Beats.<\/p>\n<\/li>\n<\/ul>\n<h2>Recap: Installing Filebeat on Linux<\/h2>\n<p>In this comprehensive guide, we&#8217;ve delved deep into the world of Filebeat, a lightweight log shipper that simplifies log management on Linux systems.<\/p>\n<p>We began with the basics, learning how to install Filebeat on both Debian and RPM-based distributions. We then ventured into more advanced territory, discussing how to compile Filebeat from source and install specific versions. Along the way, we tackled common challenges you might face when using Filebeat, such as issues with starting the service or shipping logs, providing you with solutions for each issue.<\/p>\n<p>We also explored alternative approaches to log management, comparing Filebeat with other methods like using Logstash or manual log management. Here&#8217;s a quick comparison of these methods:<\/p>\n<table>\n<thead>\n<tr>\n<th>Method<\/th>\n<th>Ease of Use<\/th>\n<th>Power<\/th>\n<th>Resource Usage<\/th>\n<th>Control<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Filebeat<\/td>\n<td>High<\/td>\n<td>Medium<\/td>\n<td>Low<\/td>\n<td>Medium<\/td>\n<\/tr>\n<tr>\n<td>Logstash<\/td>\n<td>Medium<\/td>\n<td>High<\/td>\n<td>High<\/td>\n<td>High<\/td>\n<\/tr>\n<tr>\n<td>Manual<\/td>\n<td>Low<\/td>\n<td>Low<\/td>\n<td>Low<\/td>\n<td>High<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Whether you&#8217;re just starting out with Filebeat or you&#8217;re looking to level up your log management skills, we hope this guide has given you a deeper understanding of Filebeat and its capabilities.<\/p>\n<p>With its balance of ease of use, power, and resource efficiency, Filebeat is a powerful tool for log management on Linux. Now, you&#8217;re well equipped to handle logs on your Linux system efficiently and effectively. Happy logging!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To evaluate the uses of real-time log data processing, we&#8217;ve installed Filebeat on our Linux servers at IOFLOOD. Filebeat&#8217;s integration with Elasticsearch and Kibana enables us to visualize and analyze log data, enabling proactive monitoring and troubleshooting. Through this comprehensive tutorial, we aim to equip our dedicated server customers and fellow developers with the knowledge [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":21058,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-7647","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-linux","cat-3-id","has_thumb"],"_links":{"self":[{"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/posts\/7647","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/comments?post=7647"}],"version-history":[{"count":9,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/posts\/7647\/revisions"}],"predecessor-version":[{"id":20969,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/posts\/7647\/revisions\/20969"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/media\/21058"}],"wp:attachment":[{"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/media?parent=7647"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/categories?post=7647"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ioflood.com\/blog\/wp-json\/wp\/v2\/tags?post=7647"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}