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Entries in this blog

By: Edwin
Wed, 30 Apr 2025 13:08:34 +0000


how to uninstall wsl blog

A lot of people want Linux but do not want to go either remove Windows or take up the overwhelming task of dual booting. For those people, WSL (Windows Subsystem for Linux) came as a blessing. WSL lets you run Linux on your Windows device without the overhead of a Virtual Machine (VM). But in some cases where you want to fix a problem or simply do not want WSL anymore, you may have to uninstall WSL from your Windows system.

Here is step-by-step guide to remove WSL from your Windows system, remove any Linux distribution, delete all related files, and clear up some disk space. Ready? Get. Set. Learn!

What is WSL

You probably knew by now that we will always start with the basics i.e., what WSL does. Think of WSL as a compatibility layer for running Linux binaries on Microsoft Windows systems. It comes in two versions:

  • WSL 1: Uses a translation layer between Linux and Windows.
  • WSL 2: Uses a real Linux kernel in a lightweight VM.

All around the world, WSL is a favourite among developers, system administrators, and students for running Linux tools like bash, ssh, grep, awk, and even Docker. But if you have moved to a proper Linux system or just want to do a clean reinstall, here are the instructions to remove WSL completely without any errors.

Step 1: How to Uninstall Linux Distributions

The first step to uninstall WSL completely is to remove all installed Linux distributions.

Check Installed Distros

To check for the installed Linux distributions, open PowerShell or Command Prompt and run the command:

wsl --list --all

After executing this command, you will see a list of installed distros, such as:

  • Ubuntu
  • Debian
  • Kali
  • Alpine

How to Uninstall a Linux Distro

To uninstall a distro like Ubuntu, follow these instructions:

  1. Press Windows key + I to open Settings window.
  2. Go to Apps, then click Installed Apps (or Apps & Features).
  3. Search for your distro and click Uninstall.

Repeat for all distros you no longer need. If you plan to uninstall WSL completely, we recommend removing all distros.

if you prefer PowerShell, run these commands

wsl --unregister <DistroName>

For example, if you want to remove Ubuntu, execute the command:

wsl --unregister Ubuntu

This removes the Linux distro and all its associated files.

Step 2: Uninstall WSL Components

Once we have removed the unwanted distros, let us uninstall the WSL platform itself.

  1. Open Control Panel and navigate to Programs and then click Turn Windows features on or off.
  2. Uncheck these boxes:
    1. Windows Subsystem for Linux
    2. Virtual Machine Platform (used by WSL 2)
    3. Windows Hypervisor Platform (optional)
  3. Click OK and restart your system.

Step 3: Remove WSL Files and Cache

Even after uninstalling WSL and Linux distributions, some data might remain. Here are the instructions to delete WSL’s cached files and reclaim disk space.

To delete the WSL Folder, open File Explorer and go to:

%USERPROFILE%\AppData\Local\Packages

Look for folders like:

  • CanonicalGroupLimited…Ubuntu
  • Debian…
  • KaliLinux…

Delete any folders related to WSL distros you removed.

Step 4: Remove WSL CLI Tool (Optional)

If you installed WSL using the Microsoft Store (i.e., “wsl.exe” package), you can also uninstall it directly from the Installed Apps section:

  1. Go to Settings, and then to Apps and then open Installed Apps.
  2. Search for Windows Subsystem for Linux.
  3. Click Uninstall.

Step 5: Clean Up with Disk Cleanup Tool

Finally, use the built-in Disk Cleanup utility to clear any temporary files.

  1. Press “Windows key + S and search for Disk Cleanup.
  2. Choose your system drive (usually drive C:).
  3. Select options like:
    1. Temporary files
    2. System created Windows error reporting
    3. Delivery optimization files
  4. Click OK to clean up.

Bonus Section: How to Reinstall WSL (Optional)

If you are removing WSL due to issues or conflicts, you can always do a fresh reinstall.

Here is how you can install latest version of WSL via PowerShell

wsl --install

This installs WSL 2 by default, along with Ubuntu.

Wrapping Up

Uninstalling WSL may sound tricky, but by following these steps, you can completely remove Linux distributions, WSL components, and unwanted files from your system. Whether you are making space for something new or just doing some digital spring cleaning, this guide ensures that WSL is uninstalled safely and cleanly.

If you ever want to come back to the Linux world, WSL can be reinstalled with a single command, which we have covered as a precaution. Let us know if you face any errors. Happy learning!

The post Uninstall WSL: Step-by-Step Simple Guide appeared first on Unixmen.

By: Edwin
Wed, 30 Apr 2025 13:08:28 +0000


shopt tutorial blog banner image

There are multiple very useful built-ins in Bash other than cd, ls, and echo. For shell scripting and terminal command execution, there is one lesser known but very powerful built-in command. It is the ” shopt”. This comes in handy when you are customizing your shell behaviour or writing advanced scripts. If you understand shopt, you can improve your workflow and also your scripts’ reliability.

In this guide, let us explain everything there is about the shopt command, how to use it, and some practical applications as well (as usual in Unixmen). Ready? Get. Set. Learn!

The Basics: What is shopt

shopt stands for Shell Options. It is a built-in command in Bash, that allows you to view and modify the behaviour of the shell by enabling or disabling certain options. These options affect things like filename expansion, command history behaviour, script execution, and more.

Unlike environment variables, options in shopt are either on or off i.e., boolean.

Basic Syntax of shopt

Here is the basic syntax of shopt command:

shopt [options] [optname...]

Executing

  • Without arguments: Lists all shell options and their current status (on or off).
  • With “-s” (set): Turns on the specified option.
  • With “-u” (unset): Turns off the specified option.
  • Use “-q” (quiet): Suppresses output, useful in scripts for conditional checks.

How to View All Available Shell Options

To view the list of all shopt options and to see which are enabled, execute this command:

shopt

The output to this command will list the options and their status like:

autocd on
cdable_vars off
dotglob off
extglob on

Enabling and Disabling Options with shopt

We just learnt how to see if an option is enabled or not. Now let us learn how to enable an option:

shopt -s optname

Similarly, execute this command to disable an option:

shopt -u optname

Here is a couple of examples:

shopt -s dotglob # This command is to include dotfiles in pathname expansion
shopt -u dotglob # This command is to exclude dotfiles (which is the default behaviour)

Some of the Commonly Used shopt Options

Here are some shopt options that will be useful for you:

dotglob

When this option is enabled, shell includes dotfiles in globbing patterns i.e., the * operator will match “.bashrc”. This option will be helpful for you when you want to apply operations to hidden files.

shopt -s dotglob

autocd

The autocd option lets you cd into a directory without typing the cd command explicitly. For example, typing “Documents” will change into the “Documents” directory. Here is how you can enable it:

shopt -s autocd

nocaseglob

This option makes filename matching case insensitive. Using this option will help you when you write scripts that deal with unpredictable casing in filenames.

shopt -s nocaseglob

How to Write Scripts with shopt

You can use shopt within Bash scripts to ensure consistent behaviour, especially for scripts that involve operations like pattern matching and history control. Here is an example script snippet to get you started:

# First let us enable dotglob to include dotfiles
shopt -s dotglob

for file in *; do
echo "Processing $file"
done

In this script, “dotglob” option ensures hidden files are also processed by the “for” loop.

Resetting All shopt Options

If you’ve made changes and want to restore to the default behaviours, you can unset the options you enabled by executing these commands for the appropriate options:

shopt -u dotglob
shopt -u autocd
shopt -u extglob

Advantages of shopt

It gives you fine-grained control over your shell environment. Once you are familiar with it, it improves script portability and reliability. With shopt, you can enable advanced pattern matching and globbing. It can be toggled temporarily and reset as needed and also helps you avoid unexpected behaviours when writing automation scripts.

Wrapping Up

The shopt command is not as famous as other built-in tools in shell but it a very powerful hidden gem. Whether you are starting to explore shell scripting or you are a power user automating workflows, learning to use shopt can save time and prevent headaches. Once you’re comfortable, you’ll find that Bash scripting becomes more predictable and powerful.

Related Articles

The post shopt in Bash: How to Improve Script Reliability appeared first on Unixmen.

By: Edwin
Wed, 30 Apr 2025 13:08:26 +0000


what is ollama explained

AI is almost everywhere. Every day, we see new AI models surprising the world with their capabilities. The tech community (which includes you as well) wanted something else. They wanted to run AI models like ChatGPT or LLaMA on their own devices without spending much on cloud. The answer came in the form of Ollama. In this article, let us learn what Ollama is, why is it gaining popularity, and the features that set it apart.

In addition to those, we will also explain what Ollama does, how it works, and how you can use Ollama to run AI locally. Ready? Get. Set. Learn!

What is Ollama?

Ollama is an open-source tool designed to make it easy to run large language models (LLMs) locally on your computer. It acts as a wrapper and manager for AI models like LLaMA, Mistral, Codellama, and others, enabling you to interact with them in a terminal or through an API. The best part about this is that you can do all these without needing a powerful cloud server. In simple words, Ollama brings LLMs to your local machine with minimal setup.

Why Should You Use Ollama?

Here are a few reasons why developers and researchers are using Ollama:

  • Run LLMs locally: No expensive subscriptions or hardware required.
  • Enhanced privacy: Your data stays on your device.
  • Faster response times: Especially useful for prototyping or development.
  • Experiment with multiple models: Ollama supports various open models.
  • Simple CLI and REST API: Easy to integrate with existing tools or workflows.

How Does Ollama Work?

Ollama provides a command-line interface (CLI) and backend engine to download, run, and interact with language models.

It handles:

  • Downloading pre-optimized models
  • Managing RAM/GPU requirements
  • Providing a REST API or shell-like experience
  • Handling model switching or multiple instances

For example, to start using the llama2 model, execute this command:

ollama run llama2

Executing this command will fetch the model if not already downloaded and start an interactive session.

Supported Models in Ollama

Here are some of the popular models you can run with it and their distinguishing factor:

  • LLaMA 2 by Meta, used in Meta AI
  • Mistral 7B
  • Codellama: Optimized for code generation
  • Gemma: Google’s open model
  • Neural Chat
  • Phi: Lightweight models for fast inference

You can even create your own model file using a “Modelfile”, similar to how Dockerfiles work.

How to Install Ollama on Linux, macOS, or Windows

On Linux devices, execute this command:

curl -fsSL https://ollama.com/install.sh | sh

You can install from source via GitHub as well.

If you have a macOS device, open Terminal window and execute this command:

brew install ollama

Ollama now supports Windows natively via WSL (Windows Subsystem for Linux). You can also install it using the “.msi” installer from the official Ollama site.

Key Features of Ollama

  • Easy setup: No need for complex Python environments or dependency hell
  • Built-in GPU acceleration: Supports NVIDIA GPUs (with CUDA)
  • API access: Plug into any app using HTTP
  • Low resource footprint: Runs on machines with as little as 8 GB RAM
  • Model customization: Create, fine-tune, or combine models

Practical Applications of Ollama

Here are some real-world applications to understand better. Try these projects when you have got answers to your question: what is Ollama.

  • Chatbot development: Build an AI assistant locally.
  • Code generation: Use Codellama to assist in coding.
  • Offline AI experimentation: Perfect for research in low-connectivity environments.
  • Privacy-sensitive applications: Ensure data never leaves your machine.
  • Learning and prototyping: This is a great tool for beginners to understand how LLMs work.

Limitations of Ollama

At Unixmen, we included this section for educational purposes only. Ollama is a great tool considering it is open for all. While it is powerful, it has a few limitations:

  • You may still need a decent CPU or GPU for smoother performance.
  • Not all LLMs are supported (especially closed-source ones).
  • Some models can be large and require storage bandwidth for downloading.

Still, it provides a great balance between usability and performance.

Wrapping Up

If you’ve been wondering what is Ollama, now you know. It is a powerful tool that lets you run open-source AI models locally, without the need for cloud infrastructure. It’s simple, efficient, and perfect for both hobbyists and professionals looking to explore local LLMs.

With growing interest in privacy, open AI, and local compute, tools like this are making AI more accessible than ever. Keep an eye on Unixmen because as AI models get better, we will keep adding more and more information about them.

Related Articles

The post What is Ollama? How to Run LLMs Locally appeared first on Unixmen.

By: Edwin
Wed, 30 Apr 2025 13:08:24 +0000


firefox tab groups blog banner

Firefox is the browser of choice for many tech-enthusiasts. If you are reading this, it probably means that your go-to browser is Firefox. But very often, we find ourselves buried under dozens of open tabs in Firefox? You are not alone. Tab overload is a real productivity killer and Firefox dev team knows it. Here is the solution: Firefox Tab Groups.

Firefox stunned the world by removing the built-in tab grouping but there are powerful extensions and workarounds that help bring that functionality back. Some of these tricks even improve tab grouping in Firefox. In this detailed guide, we will explore what tab groups in Firefox are, how to implement them using modern tools, and why they’re a must-have for efficient browsing. Ready? Get. Set. Learn!

What Are Firefox Tab Groups?

Tab groups help you organize your open browser tabs into categories or collections. Think of them as folders for tabs. You can switch between different contexts like “Work”, “Research”, “Shopping”, or “Social Media” without cluttering your current window.

While Firefox once had native support for tab groups (known as Panorama), it was removed in version 45. Fortunately, the Firefox community has filled the gap with powerful extensions.

Why Should You Use Tab Groups?

Here’s why tab grouping in Firefox is helpful and the Firefox community went to great lengths to bring it back:

  • Helps you in decluttering your tab bar: Endless scrolling to find one tab is tough.
  • Focus on one task or project at a time.
  • Save tab groups for future sessions.
  • Restore your groups after closing the browser.
  • Easily categorize tabs by topic or purpose (like Christmas shopping reminder).

Whether you’re a developer, student, or just a multitasker, organizing tabs can drastically improve your workflow.

Best Firefox Extension for Tab Groups

Let us look at a tried and tested Firefox extension to create tab groups.

Simple Tab Groups

Simple Tab Groups (STG) is the most popular and powerful Firefox extension for creating and managing tab groups. Let us list some features that sets this extension apart:

  • Create multiple tab groups
  • Assign custom names and icons
  • Automatically save sessions
  • Move tabs between groups
  • Keyboard shortcuts for switching groups
  • Dark mode and compact view

How to Install Simple Tab Groups

  1. Go to the Firefox Add-ons page.
  2. Search for “Simple Tab Groups”.
  3. Click “Add to Firefox” and follow the prompts.

Once the installation is successful, you will see an icon in your toolbar. Click it to start creating groups.

Panorama View (Optional)

Panorama View brings back the old visual tab management feature from classic Firefox, letting you see tab groups in a grid layout. While it’s not essential, it is a great visual complement to STG for those who prefer drag-and-drop tab organization.

Using Simple Tab Groups

Here is a quick walkthrough for beginners:

How to create a Group

  1. Click the Simple Tab Groups icon in the toolbar.
  2. Select “Create new group”.
  3. Name the group, e.g., “Work” or “Unixmen”.
  4. Firefox will switch to a new, empty tab set.

Switching Between Groups

You can switch using:

  • The STG toolbar icon
  • Right-click menu on any tab
  • Custom hotkeys (configurable in STG settings)

How to Move Tabs Between Groups

Drag and drop tabs in the STG group manager interface or use the context menu.

Backing Up Your Groups

STG allows you to export and import your tab groups, which is perfect for syncing between machines or saving work environments.

Some Best Practices and Tips

  • Use keyboard shortcuts for faster group switching.
  • Enable auto-save groups in the STG settings to avoid losing tabs on crash or shutdown.
  • Use Firefox Sync along with STG’s export/import feature to keep your tab setup across devices.
  • Combine with Tree Style Tab to organize tabs vertically within a group.

Wrapping Up

While Firefox doesn’t have native tab groups anymore, extensions like Simple Tab Groups not only replace that functionality but expand it with advanced session management, export options, and more. If you are serious about browsing efficiency and keeping your digital workspace organized, Firefox tab groups are an essential upgrade. Here are some more tips to get you started:

  • Start with a few basic groups (e.g., Work, Studies, Shopping).
  • Use names and colours to easily identify each group.
  • Experiment with automation features like auto-grouping.

Related Articles

The post Firefox Tab Groups: Managing Tabs Like a Pro appeared first on Unixmen.

By: Edwin
Wed, 30 Apr 2025 13:08:23 +0000


Raspberry Pi Zero projects banner

Many hardcore Linux users were introduced into the tech world after playing with the tiny Raspberry Pi devices. One such tiny device is the Raspberry Pi Zero. Its appearance might fool a lot of people, but it packs a surprising punch for its size and price. Whether you’re a beginner, a maker, or a developer looking to prototype on a budget, there are countless Raspberry Pi Zero projects you can build to automate tasks, learn Linux, or just have fun.

In this detailed guide, we will list and explain ten of the most practical and creative projects you can do with a Raspberry Pi Zero or Zero W (the version with built-in Wi-Fi). These ideas are beginner-friendly and open-source focused. We at Unixmen, carefully curated these because they are perfect for DIY tech enthusiasts. Ready? Get. Set. Create!

What is the Raspberry Pi Zero?

The Raspberry Pi Zero is tiny (size of a credit-card) single-board computer designed for low-power, low-cost computing. The typical specs are:

  • 1GHz single-core CPU
  • 512MB RAM
  • Mini HDMI, micro USB ports
  • 40 GPIO pins
  • Available with or without built-in Wi-Fi (Zero W/WH)

Though the size looks misleading, it is enough and ideal for most lightweight Linux-based projects.

Ad Blocker

This will be very useful to you and your friends and family. Create a network-wide ad blocker with Pi-Hole and Raspberry Pi Zero. It filters DNS queries to block ads across all devices connected to your Wi-Fi.

Why this will be famous:

  • Blocks ads on websites, apps, and smart TVs
  • Reduces bandwidth and improves speed
  • Enhances privacy

How to Install Pi-hole

Execute this command to install Pi-hole

curl -sSL https://install.pi-hole.net | bash

Retro Gaming Console

If you are a fan of retro games, you will love this while you create it. Transform your Pi Zero into a portable gaming device using RetroPie or Lakka. Play classic games from NES, SNES, Sega, and more.

Prerequisites

  • Micro SD card
  • USB controller or GPIO-based gamepad
  • Mini HDMI cable for output

Ethical Testing Wi-Fi Hacking Lab

Use tools like Kali Linux ARM or PwnPi to create a portable penetration testing toolkit. The Pi Zero W is ideal for ethical hacking practice, especially for cybersecurity students.

How Will This be Useful

  • Wi-Fi scanning
  • Packet sniffing
  • Network auditing

We must warn you to use this project responsibly. Deploy this on networks you own or have permission to test.

Lightweight Web Server

Run a lightweight Apache or Nginx web server to host static pages or mini applications. This project is great for learning web development or hosting a personal wiki.

How Can You Use this Project

  • Personal homepage
  • Markdown notes
  • Self-hosted tools like Gitea, DuckDNS, or Uptime Kuma

Smart Mirror Controller

Build a smart mirror using a Raspberry Pi Zero and a 2-way acrylic mirror to display:

  • Time and weather
  • News headlines
  • Calendar events

Use MagicMirror² for easy configuration.

IoT Sensor Node

Add a DHT11/22, PIR motion sensor, or GPS module to your Pi Zero and turn it into an IoT data collector. Send the data to:

  • Home Assistant
  • MQTT broker
  • Google Sheets or InfluxDB

This is a great lightweight solution for remote sensing.

Portable File Server (USB OTG)

You can set up your Pi Zero as a USB gadget that acts like a storage device or even an Ethernet adapter when plugged into a host PC. To do this, use “g_mass_storage” or “g_ether” kernel modules to emulate devices:

modprobe g_mass_storage file=/path/to/file.img

Time-Lapse Camera

You can connect a Pi Camera module and capture time-lapse videos of sunsets, plant growth, or construction projects.

Tools You Require

  • raspistill
  • “ffmpeg” for converting images to video
  • Cron jobs for automation

Headless Linux Learning Box

You can install Raspberry Pi OS Lite and practice:

  • SSH
  • Command line tools (grep, sed, awk)
  • Bash scripting
  • Networking with “netcat”, “ss”, “iptables”

E-Ink Display Projects

Libraries like Python EPD make it easy to control e-ink displays. Use the Pi Zero with a small e-ink screen to display functional events like:

  • Calendar events
  • Quotes of the day
  • Weather updates
  • RSS feeds

Fun Tip: Combine Projects!

You can combine several of these Raspberry Pi Zero projects into one system. For example, you can create an e-ink display with ad-blocker as well or a retro game console that also acts as a media server.

Wrapping Up

Whether you’re into IoT, cybersecurity, retro gaming, or automation, the Raspberry Pi Zero helps you create fun and useful projects. With its low cost, tiny size, and solid performance, it’s the perfect device for building compact, lightweight Linux-based systems.

As of 2025, there is a growing number of open-source tools and community tutorials to support even the most ambitious Raspberry Pi Zero projects. All you need is an idea and a little curiosity. Learn more and more about Linux based applications at Unixmen!

Related Articles

The post Raspberry Pi Zero Projects: Top 10 in 2025 appeared first on Unixmen.

By: Linux.com Editorial Staff
Sun, 27 Apr 2025 23:40:06 +0000


Talos Linux is a specialized operating system designed for running Kubernetes. First and foremost it handles full lifecycle management for Kubernetes control-plane components. On the other hand, Talos Linux focuses on security, minimizing the user’s ability to influence the system. A distinctive feature of this OS is the near-complete absence of executables, including the absence of a shell and the inability to log in via SSH. All configuration of Talos Linux is done through a Kubernetes-like API.

Talos Linux is provided as a set of pre-built images for various environments.

The standard installation method assumes you will take a prepared image for your specific cloud provider or hypervisor and create a virtual machine from it. Or go the bare metal route and load  the Talos Linux image using ISO or PXE methods.

Unfortunately, this does not work when dealing with providers that offer a pre-configured server or virtual machine without letting you upload a custom image or even use an ISO for installation through KVM. In that case, your choices are limited to the distributions the cloud provider makes available.

Usually during the Talos Linux installation process, two questions need to be answered: (1) How to load and boot the Talos Linux image, and (2) How to prepare and apply the machine-config (the main configuration file for Talos Linux) to that booted image. Let’s talk about each of these steps.

Booting into Talos Linux

One of the most universal methods is to use a Linux kernel mechanism called kexec.

kexec is both a utility and a system call of the same name. It allows you to boot into a new kernel from the existing system without performing a physical reboot of the machine. This means you can download the required vmlinuz and initramfs for Talos Linux, and then, specify the needed kernel command line and immediately switch over to the new system. It is as if the kernel were loaded by the standard bootloader at startup, only in this case your existing Linux operating system acts as the bootloader.

Essentially, all you need is any Linux distribution. It could be a physical server running in rescue mode, or even a virtual machine with a pre-installed operating system. Let’s take a look at a case using Ubuntu on, but it can be literally any other Linux distribution.

Log in via SSH and install the kexec-tools package, it contains the kexec utility, which you’ll need later:

apt install kexec-tools -y

Next, you need to download the Talos Linux, that is the kernel and initramfs. They can be downloaded from the official repository:

wget -O /tmp/vmlinuz https://github.com/siderolabs/talos/releases/latest/download/vmlinuz-amd64
wget -O /tmp/initramfs.xz https://github.com/siderolabs/talos/releases/latest/download/initramfs-amd64.xz

If you have a physical server rather than a virtual one, you’ll need to build your own image with all the necessary firmware using Talos Factory service. Alternatively, you can use the pre-built images from the Cozystack project (a solution for building clouds we created at Ænix and transferred to CNCF Sandbox) – these images already include all required modules and firmware:

wget -O /tmp/vmlinuz https://github.com/cozystack/cozystack/releases/latest/download/kernel-amd64
wget -O /tmp/initramfs.xz https://github.com/cozystack/cozystack/releases/latest/download/initramfs-metal-amd64.xz

Now you need the network information that will be passed to Talos Linux at boot time. Below is a small script that gathers everything you need and sets environment variables:

IP=$(ip -o -4 route get 8.8.8.8 | awk -F”src ” ‘{sub(” .*”, “”, $2); print $2}’)
GATEWAY=$(ip -o -4 route get 8.8.8.8 | awk -F”via ” ‘{sub(” .*”, “”, $2); print $2}’)
ETH=$(ip -o -4 route get 8.8.8.8 | awk -F”dev ” ‘{sub(” .*”, “”, $2); print $2}’)
CIDR=$(ip -o -4 addr show “$ETH” | awk -F”inet $IP/” ‘{sub(” .*”, “”, $2); print $2; exit}’)
NETMASK=$(echo “$CIDR” | awk ‘{p=$1;for(i=1;i<=4;i++){if(p>=8){o=255;p-=8}else{o=256-2^(8-p);p=0}printf(i<4?o”.”:o”\n”)}}’)
DEV=$(udevadm info -q property “/sys/class/net/$ETH” | awk -F= ‘$1~/ID_NET_NAME_ONBOARD/{print $2; exit} $1~/ID_NET_NAME_PATH/{v=$2} END{if(v) print v}’)

You can pass these parameters via the kernel cmdline. Use ip= parameter to configure the network using the Kernel level IP configuration mechanism for this. This method lets the kernel automatically set up interfaces and assign IP addresses during boot, based on information passed through the kernel cmdline. It’s a built-in kernel feature enabled by the CONFIG_IP_PNP option. In Talos Linux, this feature is enabled by default. All you need to do is provide a properly formatted network settings in the kernel cmdline.

Set the CMDLINE variable with the ip option that contains the current system’s settings, and then print it out:

CMDLINE=”init_on_alloc=1 slab_nomerge pti=on console=tty0 console=ttyS0 printk.devkmsg=on talos.platform=metal ip=${IP}::${GATEWAY}:${NETMASK}::${DEV}:::::”
echo $CMDLINE

The output should look something like:

init_on_alloc=1 slab_nomerge pti=on console=tty0 console=ttyS0 printk.devkmsg=on talos.platform=metal ip=10.0.0.131::10.0.0.1:255.255.255.0::eno2np0:::::

Verify that everything looks correct, then load our new kernel:

kexec -l /tmp/vmlinuz –initrd=/tmp/initramfs.xz –command-line=”$CMDLINE”
kexec -e

The first command loads the Talos kernel into RAM, the second command switches the current system to this new kernel.

As a result, you’ll get a running instance of Talos Linux with networking configured. However it’s currently running entirely in RAM, so if the server reboots, the system will return to its original state (by loading the OS from the hard drive, e.g., Ubuntu).

Applying machine-config and installing Talos Linux on disk

To install Talos Linux persistently on the disk and replace the current OS, you need to apply a machine-config specifying the disk to install. To configure the machine, you can use either the official talosctl utility or the Talm, utility maintained by the Cozystack project (Talm works with vanilla Talos Linux as well).

First, let’s consider configuration using talosctl. Before applying the config, ensure it includes network settings for your node; otherwise, after reboot, the node won’t configure networking. During installation, the bootloader is written to disk and does not contain the ip option for kernel autoconfiguration.

Here’s an example of a config patch containing the necessary values:

# node1.yaml
machine:
  install:
    disk: /dev/sda
  network:
    hostname: node1
    nameservers:
    – 1.1.1.1
    – 8.8.8.8
    interfaces:
    – interface: eno2np0
      addresses:
      – 10.0.0.131/24
      routes:
      – network: 0.0.0.0/0
        gateway: 10.0.0.1

You can use it to generate a full machine-config:

talosctl gen secrets
talosctl gen config –with-secrets=secrets.yaml –config-patch-control-plane=@node1.yaml <cluster-name> <cluster-endpoint>

Review the resulting config and apply it to the node:

talosctl apply -f controlplane.yaml -e 10.0.0.131 -n 10.0.0.131 -i 

Once you apply controlplane.yaml, the node will install Talos on the /dev/sda disk, overwriting the existing OS, and then reboot.

All you need now is to run the bootstrap command to initialize the etcd cluster:

talosctl –talosconfig=talosconfig bootstrap -e 10.0.0.131 -n 10.0.0.131

You can view the node’s status at any time using dashboard commnad:

talosctl –talosconfig=talosconfig dashboard -e 10.0.0.131 -n 10.0.0.131

As soon as all services reach the Ready state, retrieve the kubeconfig and you’ll be able to use your newly installed Kubernetes:

talosctl –talosconfig=talosconfig kubeconfig kubeconfig
export KUBECONFIG=${PWD}/kubeconfig

Use Talm for configuration management

When you have a lot of configs, you’ll want a convenient way to manage them. This is especially useful with bare-metal nodes, where each node may have different disks, interfaces and specific network settings. As a result, you might need to hold a patch for each node.

To solve this, we developed Talm — a configuration manager for Talos Linux that works similarly to Helm.

The concept is straightforward: you have a common config template with lookup functions, and when you generate a configuration for a specific node, Talm dynamically queries the Talos API and substitutes values into the final config.

Talm includes almost all of the features of talosctl, adding a few extras. It can generate configurations from Helm-like templates, and remember the node and endpoint parameters for each node in the resulting file, so you don’t have to specify these parameters every time you work with a node.

Let me show how to perform the same steps to install Talos Linux using Talm:

First, initialize a configuration for a new cluster:

mkdir talos
cd talos
talm init

Adjust values for your cluster in values.yaml:

endpoint: “https://10.0.0.131:6443”
podSubnets:
– 10.244.0.0/16
serviceSubnets:
– 10.96.0.0/16
advertisedSubnets:
– 10.0.0.0/24

Generate a config for your node:

talm template -t templates/controlplane.yaml -e 10.0.0.131 -n 10.0.0.131 > nodes/node1.yaml

The resulting output will look something like:

# talm: nodes=[“10.0.0.131”], endpoints=[“10.0.0.131”], templates=[“templates/controlplane.yaml”]
# THIS FILE IS AUTOGENERATED. PREFER TEMPLATE EDITS OVER MANUAL ONES.
machine:
  type: controlplane
  kubelet:
    nodeIP:
      validSubnets:
        – 10.0.0.0/24
  network:
    hostname: node1
    # — Discovered interfaces:
    # eno2np0:
    #   hardwareAddr:a0:36:bc:cb:eb:98
    #   busPath: 0000:05:00.0
    #   driver: igc
    #   vendor: Intel Corporation
    #   product: Ethernet Controller I225-LM)
    interfaces:
      – interface: eno2np0
        addresses:
          – 10.0.0.131/24
        routes:
          – network: 0.0.0.0/0
            gateway: 10.0.0.1
    nameservers:
      – 1.1.1.1
      – 8.8.8.8
  install:
    # — Discovered disks:
    # /dev/sda:
    #    model: SAMSUNG MZQL21T9HCJR-00A07
    #    serial: S64GNG0X444695
    #    wwid: eui.36344730584446950025384700000001
    #    size: 1.9 TB
    disk: /dev/sda
cluster:
  controlPlane:
    endpoint: https://10.0.0.131:6443
  clusterName: talos
  network:
    serviceSubnets:
      – 10.96.0.0/16
  etcd:
    advertisedSubnets:
      – 10.0.0.0/24

All that remains is to apply it to your node:

talm apply -f nodes/node1.yaml -i 


Talm automatically detects the node address and endpoint from the “modeline” (a conditional comment at the top of the file) and applies the config.

You can also run other commands in the same way without specifying node address and endpoint options. Here are a few examples:

View the node status using the built-in dashboard command:

talm dashboard -f nodes/node1.yaml

Bootstrap etcd cluster on node1:

talm bootstrap -f nodes/node1.yaml

Save the kubeconfig to your current directory:

talm kubeconfig kubeconfig -f nodes/node1.yaml

Unlike the official talosctl utility, the generated configs do not contain secrets, allowing them to be stored in git without additional encryption. The secrets are stored at the root of your project and only in these files: secrets.yaml, talosconfig, and kubeconfig.

Summary

That’s our complete scheme for installing Talos Linux in nearly any situation. Here’s a quick recap:

  1. Use kexec to run Talos Linux on any existing system.
  2. Make sure the new kernel has the correct network settings, by collecting them from the current system and passing via the ip parameter in the cmdline. This lets you connect to the newly booted system via the API.
  3. When the kernel is booted via kexec, Talos Linux runs entirely in RAM. To install Talos on disk, apply your configuration using either talosctl or Talm.
  4. When applying the config, don’t forget to specify network settings for your node, because on-disk bootloader configuration doesn’t automatically have them.
  5. Enjoy your newly installed and fully operational Talos Linux.

Additional materials:

The post A Simple Way to Install Talos Linux on Any Machine, with Any Provider appeared first on Linux.com.

By: Josh Njiruh
Sat, 26 Apr 2025 16:27:06 +0000


No-Module-Named-Numpy-Error-Solution

When you encounter the error ModuleNotFoundError: No module named ‘numpy’ on a Linux system, it means Python cannot find the NumPy package, which is one of the most fundamental libraries for scientific computing in Python. Here’s a comprehensive guide to resolve this issue.

Understanding the Error

The ModuleNotFoundError: No module named ‘numpy’ error occurs when:

  • NumPy is not installed on your system
  • NumPy is installed but in a different Python environment than the one you’re using
  • Your Python path variables are not configured correctly

Solution Methods

Method 1: Install NumPy Using pip

The simplest and most common solution is to install NumPy using pip, Python’s package installer:


# For system-wide installation (may require sudo)
sudo pip install numpy

# For user-specific installation (recommended)
pip install --user numpy

# If you have multiple Python versions, be specific
pip3 install numpy

Method 2: Install NumPy Using Your Distribution’s Package Manager

Many Linux distributions provide NumPy as a package:

Debian/Ubuntu:


sudo apt update
sudo apt install python3-numpy

Fedora:


sudo dnf install python3-numpy

Arch Linux:


sudo pacman -S python-numpy

Method 3: Verify the Python Environment

If you’re using virtual environments or conda, make sure you’re activating the correct environment:


# For virtualenv
source myenv/bin/activate
pip install numpy

# For conda
conda activate myenv
conda install numpy

Method 4: Check Your Python Path

Sometimes the issue is related to the Python path:


# Check which Python you're using
which python
which python3

# Check installed packages
pip list | grep numpy
pip3 list | grep numpy

Method 5: Install Using Requirements File

If you’re working on a project with multiple dependencies:


# Create requirements.txt with numpy listed
echo "numpy" &gt; requirements.txt
pip install -r requirements.txt

Troubleshooting Common Issues

Insufficient Permissions

If you get a permission error during installation:


pip install --user numpy

Pip Not Found

If pip command is not found:


sudo apt install python3-pip  # For Debian/Ubuntu

Build Dependencies Missing

NumPy requires certain build dependencies:


# For Debian/Ubuntu
sudo apt install build-essential python3-dev

Version Conflicts

If you need a specific version:


pip install numpy==1.20.3  # Install specific version

Verifying the Installation

After installation, verify that NumPy is properly installed:


python -c "import numpy; print(numpy.__version__)"
# or
python3 -c "import numpy; print(numpy.__version__)"

Best Practices

  1. Use Virtual Environments: Isolate your projects with virtual environments to avoid package conflicts
  2. Keep pip Updated: Run
    pip install --upgrade pip

    regularly

  3. Document Dependencies: Maintain a requirements.txt file for your projects
  4. Use Version Pinning: Specify exact versions of packages for production environments

Additional Resources

 

More from Unixmen

How to Install NumPy in Python

Pip: Install Specific Version of a Python Package Instructions

The post Resolving ModuleNotFoundError: No Module Named ‘numpy’ appeared first on Unixmen.

By: Josh Njiruh
Sat, 26 Apr 2025 16:23:36 +0000


what is my dns

In today’s interconnected world, DNS plays a crucial role in how we access websites and online services. If you’ve ever wondered “what’s my DNS?” or why it matters, this comprehensive guide will explain everything you need to know about DNS settings, how to check them, and why they’re important for your online experience.

What is DNS?

DNS (Domain Name System) acts as the internet’s phonebook, translating human-friendly website names like “example.com” into machine-readable IP addresses that computers use to identify each other. Without DNS, you’d need to remember complex numerical addresses instead of simple domain names.

Why Should You Know Your DNS Settings?

Understanding your DNS configuration offers several benefits:

  • Improved browsing speed: Some DNS providers offer faster resolution times than others
  • Enhanced security: Certain DNS services include protection against malicious websites
  • Access to blocked content: Alternative DNS servers can sometimes bypass regional restrictions
  • Troubleshooting: Knowing your DNS settings is essential when diagnosing connection issues

How to Check “What’s My DNS” on Different Devices

Linux

  1. Open Terminal
  2. Type
    cat /etc/resolv.conf

    and press Enter

  3. Look for “nameserver” entries

Windows

  1. Open Command Prompt (search for “cmd” in the Start menu)
  2. Type
    ipconfig /all

    and press Enter

  3. Look for “DNS Servers” in the results

Mac

  1. Open System Preferences
  2. Click on Network
  3. Select your active connection and click Advanced
  4. Go to the DNS tab to view your DNS servers

Mobile Devices

Android

  1. Go to Settings > Network & Internet > Advanced > Private DNS

iOS

  1. Go to Settings > Wi-Fi
  2. Tap the (i) icon next to your connected network
  3. Scroll down to find DNS information

Popular DNS Providers

Several organizations offer public DNS services with various features:

  • Google DNS: 8.8.8.8 and 8.8.4.4
  • Cloudflare: 1.1.1.1 and 1.0.0.1
  • OpenDNS: 208.67.222.222 and 208.67.220.220
  • Quad9: 9.9.9.9 and 149.112.112.112

When to Consider Changing Your DNS

You might want to change your default DNS settings if:

  • You experience slow website loading times
  • You want additional security features
  • Your current DNS service is unreliable
  • You’re looking to bypass certain network restrictions

The Impact of DNS on Security and Privacy

Your DNS provider can see which websites you visit, making your choice of DNS service an important privacy consideration. Some providers offer enhanced privacy features like DNS-over-HTTPS (DoH) or DNS-over-TLS (DoT) to encrypt your DNS queries.

Summary

Knowing “what’s my DNS” is more than just technical curiosity—it’s an important aspect of managing your internet connection effectively. Whether you’re troubleshooting connection issues, looking to improve performance, or concerned about privacy, understanding and potentially customizing your DNS settings can significantly enhance your online experience.

Similar Articles 

https://nordvpn.com/blog/what-is-my-dns/

https://us.norton.com/blog/how-to/what-is-my-dns/ 

More Articles from Unixmen

How to Setup DNS Server using Bind 9 on CentOS 7

Setting Up a Forwarding DNS Server On Debian

How To Setup DNS Server In Ubuntu 15.10

How To Setup DNS Server In Ubuntu

The post Understanding DNS: What’s My DNS and Why Does It Matter? appeared first on Unixmen.

By: Josh Njiruh
Sat, 26 Apr 2025 16:02:32 +0000


markdown new line

When working with Markdown, understanding how to create new lines is essential for proper formatting and readability. This guide will explain everything you need to know about creating line breaks in Markdown documents.

What is a Markdown New Line?

In Markdown, creating new lines isn’t as straightforward as simply pressing the Enter key. Markdown has specific syntax requirements for line breaks that differ from traditional word processors.

How to Create a New Line in Markdown

There are several methods to create a new line in Markdown:

1. The Double Space Method

The most common way to create a line break in Markdown is by adding two spaces at the end of a line before pressing Enter:

<span class="">This is the first line.··
</span><span class="">This is the second line.</span>

(Note: The “··” represents two spaces that aren’t visible in the rendered output)

2. The Backslash Method

You can also use a backslash at the end of a line to force a line break:

<span class="">This is the first line.\
</span><span class="">This is the second line.</span>

3. HTML Break Tag

For guaranteed compatibility across all Markdown renderers, you can use the HTML

&lt;br&gt;

tag:

<span class="">This is the first line.<span class="token tag punctuation">&lt;</span><span class="token tag">br</span><span class="token tag punctuation">&gt;</span>
</span><span class="">This is the second line.</span>

Common Issues

Many newcomers to Markdown struggle with line breaks because:

  • The double space method isn’t visible in the editor
  • Different Markdown flavors handle line breaks differently
  • Some Markdown editors automatically trim trailing spaces

Creating New Lines in Different Markdown Environments

Different platforms have varying implementations of Markdown:

  • GitHub Flavored Markdown (GFM) supports the double space method
  • CommonMark requires two spaces for line breaks
  • Some blogging platforms like WordPress may handle line breaks automatically

Best Practices for Line Breaks

For the most consistent results across platforms:

  • 1. HTML

    &lt;br&gt;

    for Portability:

    The

    &lt;br&gt;

    tag forces a line break, ensuring consistency across browsers and platforms. Use it when precise line control is vital, like in addresses or poems. Avoid overuse to maintain clean HTML.

    2. Double Spaces in Documentation:

    In plain text and markdown, double spaces at line ends often create breaks. This is readable, but not universally supported. Best for simple documentation, not HTML.

    3. Test Before Publishing:

    Platforms interpret line breaks differently. Always test your content in the target environment to guarantee correct formatting and prevent unexpected layout issues.

Creating Paragraph Breaks

To create a paragraph break (with extra spacing), simply leave a blank line between paragraphs:

<span class="">This is paragraph one.
</span>
<span class="">This is paragraph two.</span>

Understanding the nuances of line breaks in Markdown will make your documents more readable and ensure they render correctly across different platforms and applications.

Similar Articles

https://www.markdownguide.org/basic-syntax/

https://dev.to/cassidoo/making-a-single-line-break-in-markdown-3db1 

More Articles from Unixmen

Markdown Italics: Instructions, Pitfalls, and Solutions

Remarkable: A New MarkDown Editor For Linux

Why Every Linux/Unix User Should Try Creative Fabrica’s Font Generator

 

The post Markdown: How to Add A New Line appeared first on Unixmen.

By: Josh Njiruh
Sat, 26 Apr 2025 15:58:04 +0000


update ubuntu

Updating your Ubuntu system is crucial for maintaining security, fixing bugs, and accessing new features. This article will guide you through the various methods to update Ubuntu, from basic command-line options to graphical interfaces.

Why Regular Updates Matter

Keeping your Ubuntu system updated provides several benefits:

  • Security patches that protect against vulnerabilities
  • Bug fixes for smoother operation
  • Access to new features and improvements
  • Better hardware compatibility
  • Longer-term system stability

Command-Line Update Methods

The Basic Update Process

The simplest way to update Ubuntu via the terminal is:


sudo apt update
sudo apt upgrade

The first command refreshes your package lists, while the second installs available updates.

Comprehensive System Updates

For a more thorough update, including kernel updates and package removals:


sudo apt update
sudo apt full-upgrade

Security Updates Only

If you only want security-related updates:


sudo apt update
sudo apt upgrade -s
sudo unattended-upgrade --dry-run

Graphical Interface Updates

Software Updater

Ubuntu’s built-in Software Updater provides a user-friendly way to update:

  1. Click on the “Activities” button in the top-left corner
  2. Search for “Software Updater”
  3. Launch the application and follow the prompts

Software & Updates Settings

For more control over update settings:

  1. Open “Settings” > “Software & Updates”
  2. Navigate to the “Updates” tab
  3. Configure how often Ubuntu checks for updates and what types to install

Upgrading Ubuntu to a New Version

Using the Update Manager

To upgrade to a newer Ubuntu version:


sudo do-release-upgrade

For a graphical interface, use:

  1. Open Software Updater
  2. Click “Settings”
  3. Set “Notify me of a new Ubuntu version” to your preference
  4. When a new version is available, you’ll be notified

Scheduled Updates

For automatic updates:


sudo apt install unattended-upgrades
sudo dpkg-reconfigure unattended-upgrades

This configures your system to install security updates automatically.

Troubleshooting Common Update Issues

Package Locks

If you encounter “unable to acquire the dpkg frontend lock”:


sudo killall apt apt-get
sudo rm /var/lib/apt/lists/lock
sudo rm /var/cache/apt/archives/lock
sudo rm /var/lib/dpkg/lock

Repository Issues

If repositories aren’t responding:

  1. Navigate to “Software & Updates”
  2. Under “Ubuntu Software,” change the download server

Insufficient Space

For disk space issues:


sudo apt clean
sudo apt autoremove

Best Practices for Ubuntu Updates

  1. Regular Schedule: Update at least weekly for security
  2. Backups: Always back up important data before major updates
  3. Changelogs: Review update notes for critical changes
  4. Timing: Schedule updates during low-usage periods
  5. Testing: For servers, test updates in a development environment first

Summary

In summation, regularly updating your Ubuntu system is essential for security and performance. Whether you prefer the command line or graphical interfaces, Ubuntu provides flexible options to keep your system current and protected.

Similar Articles

https://ubuntu.com/server/docs/how-to-upgrade-your-release/

https://www.cyberciti.biz/faq/upgrade-update-ubuntu-using-terminal/

More Articles from Unixmen

How To Configure Automatic Updates On Ubuntu Server

How To Configure Automatic Updates On Ubuntu Server

The post How to Update Ubuntu appeared first on Unixmen.

By: Josh Njiruh
Sat, 26 Apr 2025 15:55:04 +0000


add emojis ubuntu

Emojis have become an essential part of modern digital communication, adding emotion and context to our messages. While typing emojis is straightforward on mobile devices, doing so on Ubuntu and other Linux distributions can be less obvious. This guide covers multiple methods on how to type emojis in Ubuntu, from keyboard shortcuts to dedicated applications.

Why Use Emojis on Ubuntu?

Emojis aren’t just for casual conversations. They can enhance:

  • Professional communications (when used appropriately)
  • Documentation
  • Social media posts
  • Blog articles
  • Desktop applications
  • Terminal customizations

Method 1: Character Map (Pre-installed)

Ubuntu comes with a Character Map utility that includes emojis:

  1. Press the Super (Windows) key and search for “Character Map”
  2. Open the application
  3. In the search box, type “emoji” or browse categories
  4. Double-click an emoji to select it
  5. Click “Copy” to copy it to your clipboard
  6. Paste it where needed using Ctrl+V

Pros: No installation required Cons: Slower to use for frequent emoji needs

Method 2: How to Type Emojis Using Keyboard Shortcuts

Ubuntu provides a built-in keyboard shortcut for emoji insertion:

  1. Press Ctrl+Shift+E or Ctrl+. (period) in most applications
  2. An emoji picker window will appear
  3. Browse or search for your desired emoji
  4. Click to insert it directly into your text

Note: This shortcut works in most GTK applications (like Firefox, GNOME applications) but may not work in all software.

Method 3: Emoji Selector Extension

For GNOME desktop users:

  1. Open the “Software” application
  2. Search for “Extensions”
  3. Install GNOME Extensions app if not already installed
  4. Visit extensions.gnome.org in Firefox
  5. Search for “Emoji Selector”
  6. Install the extension
  7. Access emojis from the top panel

Pros: Always accessible from the panel Cons: Only works in GNOME desktop environment

Method 4: EmojiOne Picker

A dedicated emoji application:


sudo apt install emoji-picker

After installation, launch it from your applications menu or by running:


emoji-picker

Pros: Full-featured dedicated application Cons: Requires installation

Method 5: Using the Compose Key

Set up a compose key to create emoji sequences:

  1. Go to Settings > Keyboard > Keyboard Shortcuts > Typing
  2. Set a Compose Key (Right Alt is common)
  3. Use combinations like:
    • Compose + : + ) for 😊
    • Compose + : + ( for 😞

Pros: Works system-wide Cons: Limited emoji selection, requires memorizing combinations

Method 6: Copy-Paste from the Web

A simple fallback option:

  1. Visit a website like Emojipedia
  2. Browse or search for emojis
  3. Copy and paste as needed

Pros: Access to all emojis with descriptions Cons: Requires internet access, less convenient

Method 7: Using Terminal and Commands

For terminal lovers, you can install

emote

:


sudo snap install emote

Then launch it from the terminal:


emote

Or set up a keyboard shortcut to launch it quickly.

Method 8: IBus Emoji

For those using IBus input method:

  1. Install IBus if not already installed:
    
    
    sudo apt install ibus
  2. Configure IBus to start at login:
    
    
    im-config -n ibus
  3. Log out and back in
  4. Press Ctrl+Shift+e to access the emoji picker in text fields

Troubleshooting Emoji Display Issues

If emojis appear as boxes or don’t display correctly:

  1. Install font support:
    
    
    sudo apt install fonts-noto-color-emoji
  2. Update font cache:
    
    
    fc-cache -f -v
  3. Log out and back in

Using Emojis in Specific Applications

In the Terminal

Most modern terminal emulators support emoji display. Try:


echo "Hello 👋 Ubuntu!"

In LibreOffice

Use the Insert > Special Character menu or the keyboard shortcuts mentioned above.

In Code Editors like VS Code

Most code editors support emoji input through the standard keyboard shortcuts or by copy-pasting.

Summary

Ubuntu offers multiple ways to type and use emojis, from built-in utilities to specialized applications. Choose the method that best fits your workflow, whether you prefer keyboard shortcuts, graphical selectors, or terminal-based solutions.

By incorporating these methods into your Ubuntu usage, you can enhance your communications with the visual expressiveness that emojis provide, bringing your Linux experience closer to what you might be used to on mobile devices.

More From Unixmen

Install Emoji Smileys In Pidgin

Cutegram: A Better Telegram Client For GNU/Linux

Similar Articles

https://askubuntu.com/questions/1045915/how-to-insert-an-emoji-into-a-text-in-ubuntu-18-04-and-later/

http://www.omgubuntu.co.uk/2018/06/use-emoji-linux-ubuntu-apps

The post How to Type Emojis in Ubuntu Linux appeared first on Unixmen.

By: Edwin
Fri, 25 Apr 2025 05:28:30 +0000


grep multiple string blog banner image

The “grep” command is short for “Global Regular Expression Print”. This is a powerful tool in Unix-based systems used to search and filter text based on specific patterns. If you work with too many text-based files like logs, you will find it difficult to search for multiple strings in parallel. “grep” has the ability to search for multiple strings simultaneously, streamlining the process of extracting relevant information from files or command outputs. In this article, let us explain the variants of grep, instructions on how to use grep multiple string search, practical examples, and some best practices. Let’s get started!

“grep” and Its Variants

At Unixmen, we always start with the basics. So, before diving into searching for multiple strings, it’s necessary to understand the basic usage of “grep” and its variants:

  • grep: Searches files for lines that match a given pattern using basic regular expressions.
  • egrep: Equivalent to “grep -E”, it interprets patterns as extended regular expressions, allowing for more complex searches. Note that “egrep” is deprecated but still widely used.
  • fgrep: Equivalent to “grep -F”, it searches for fixed strings rather than interpreting patterns as regular expressions.

You are probably wondering why we have two functions for doing the same job. egrep and grep -E do the same task and similarly, fgrep and grep -F have the same functionality. This is a part of a consistency exercise to make sure all commands have a similar pattern. At Unixmen, we recommend using grep -E and grep -F instead of egrep and fgrep respectively so that your code is future-proof.

Now, let’s get back to the topic. For example, to search for the word “error” in a file named “logfile.txt”, your code will look like:

grep "error" logfile.txt

How to Search for Multiple Strings with grep

There are multiple approaches to use grep to search for multiple strings. Let us learn each approach with some examples.

Using Multiple “-e” Options

The “-e`” option lets you specify multiple patterns. Each pattern is provided as an argument to “-e”:

grep -e "string1" -e "string2" filename

This command searches for lines containing either “string1” or “string2” in the specified file.

Using Extended Regular Expressions with “-E”

By enabling extended regular expressions with the “-E” option, you can use the pipe symbol “|” to separate multiple patterns within a single quoted string:

grep -E "string1|string2" filename

Alternatively, you can use the “egrep” command, which is equivalent to grep -E, but we do not recommend it considering egrep is deprecated.

egrep "pattern1|pattern2" filename

Both commands will match lines containing either “pattern1” or “pattern2”.

Using Basic Regular Expressions (RegEx) with Escaped Pipe

In basic regular expressions, the pipe symbol “|” is not recognized as a special character unless escaped. Therefore, you can use:

grep "pattern1\|pattern2" filename

This approach searches for lines containing either “pattern1” or “pattern2” in the specified file.

Practical Examples

Now that we know the basics and the multiple methods to use grep to search multiple strings, let us look at some real-world applications.

How to Search for Multiple Words in a File

If you have a file named “unixmen.txt” containing the following lines:

alpha bravo charlie
delta fox golf
kilo lima mike

To search for lines containing either “alpha” or “kilo”, you can use:

grep -E "apple|kiwi" sample.txt

The output will be:

apple banana cherry
kiwi lemon mango

Searching for Multiple Patterns in Command Output

You can also use grep to filter the output of other commands. For example, to search for processes containing either “bash” or “ssh” in their names, you can use:

ps aux | grep -E "bash|ssh"

This command will display all running processes that include “bash” or “ssh” in their command line.

Case-Insensitive Searches

To perform case-insensitive searches, add the “-i” option:

grep -i -e "string1" -e "string2" filename

This command matches lines containing “string1” or “string2” regardless of case.

How to Count Number of Matches

To count the number of lines that match any of the specified patterns, use the “-c” option:

grep -c -e "string1" -e "string2" filename

This command outputs the number of matching lines.

Displaying Only Matching Parts of Lines

To display only the matching parts of lines, use the “-o” option:

grep -o -e "string1" -e "string2" filename

This command prints only the matched strings, one per line.

Searching Recursively in Directories

To search for patterns in all files within a directory and its subdirectories, use the “-r” (short for recursive) option:

grep -r -e "pattern1" -e "pattern2" /path/to/directory

This command searches for the specified patterns in all files under the given directory.

How to Use awk for Multiple String Searches

While “grep” is powerful, there are scenarios where “awk” might be more suitable, especially when searching for multiple patterns with complex conditions. For example, to search for lines containing both “string1” and “string2”, you can use:

awk '/string1/ && /string2/' filename

This command displays lines that contain both “string1” and “string2”.

Wrapping Up with Some Best Practices

Now that we have covered everything there is to learn about using grep to search multiple strings, it may feel a little overwhelming. Here’s why it is worth the effort.

“grep” can be easily integrated into scripts to automate repetitive tasks, like finding specific keywords across multiple files or generating reports. It’s widely available on Unix-like systems and can often be found on Windows through tools like Git Bash or WSL. Knowing how to use “grep” makes your skills portable across systems. Mastering grep enhances your problem-solving capabilities, whether you’re debugging code, parsing logs, or extracting specific information from files. By leveraging regular expressions, grep enables complex pattern matching, which expands its functionality beyond simple string searches.

In short, learning grep is like gaining a superpower for text processing. Once you learn it, you’ll wonder how you ever managed without it!

Related Articles

The post grep: Multiple String Search Feature appeared first on Unixmen.

By: Edwin
Fri, 25 Apr 2025 05:26:57 +0000


bashrc blog image

Today at Unixmen, we are about to explain everything there is about the “.bashrc” file. This file serves as a script that initializes settings for interactive Bash shell sessions. The bashrc file is typically located in your home directory as a hidden file (“~/.bashrc”). This file lets you customize your shell environment, enhancing both efficiency and personalization. Let’s get started!

Why is the bashrc File Required?

Whenever a new interactive non-login Bash shell is launched like when you open a new terminal window, the “.bashrc” file is executed. This execution sets up the environment according to user-defined configurations, which includes:

  • Aliases: Shortcuts for longer commands to streamline command-line operations.
  • Functions: Custom scripts that can be called within the shell to perform specific tasks.
  • Environment variables: Settings that define system behaviour, such as the “PATH” variable, which determines where the system looks for executable files.
  • Prompt customization: Modifying the appearance of the command prompt to display information like the current directory or git branch.

By configuring these elements in “.bashrc” file, you can automate repetitive tasks, set up their preferred working environment, and ensure consistency across sessions.

How to Edit the “.bashrc” File

The “.bashrc” file resides in the your home directory and is hidden by default. Follow these instructions to view and edit this file:

  • Launch your terminal application. In other words, open the terminal window.
  • Navigate to the home directory by executing the “cd ~” command.
  • Use your preferred text editor to open the file. For example, to use “nano” to open the file, execute the command: “nano .bashrc”.

We encourage you to always create a backup of the .bashrc file before you make any changes to it. Execute this command to create a backup of the file:

cp ~/.bashrc ~/.bashrc_backup

When you encounter any errors, this precaution allows you to restore the original settings if needed.

Common Customizations (Modifications) to .bashrc File

Here are some typical modifications the tech community makes to their “.bashrc” file:

How to Add Aliases

Aliases create shortcuts for longer commands, saving time and reducing typing errors. For instance:

alias ll='ls -alF'
alias gs='git status'

When you add these lines to “.bashrc”, typing “ll” in the terminal will execute “ls -alF”, and “gs” will execute “git status”. In simpler terms, you are creating shortcuts in the terminal.

Defining Functions

If you are familiar with Python, you would already know the advantages of defining functions (Tip: If you want to learn Python, two great resources are Stanford’s Code in Place program and PythonCentral). Functions allow for more complex command sequences. For example, here is a function to navigate up multiple directory levels:

up() {
local d=""
limit=$1
for ((i=1 ; i <= limit ; i++))
do
d="../$d"
done
d=$(echo $d | sed 's/\/$//')
cd $d
}

Adding this function lets you type “up 3” to move up three directory levels.

How to Export Environment Variables

Setting environment variables can configure system behaviour. For example, adding a directory to the “PATH”:

export PATH=$PATH:/path/to/directory

This addition lets the executables in “/path/to/directory” be run from any location in the terminal.

Customizing the Prompt

The appearance of the command prompt can be customized to display useful information. For example, execute this command display the username (“\u”), hostname (“\h”), and current working directory (“\W”).

export PS1="\u@\h \W \$ "

How to Apply Changes

After editing and saving the .bashrc file, apply the changes to the current terminal session by sourcing the file. To apply the changes, execute the command:

source ~/.bashrc

Alternatively, closing and reopening the terminal will also load the new configurations.

Wrapping Up with Some Best Practices

That is all there is to learn about the bashrc file. Here are some best practices to make sure you do not encounter any errors.

  • Always add comments to your .bashrc file to document the purpose of each customization. This practice aids in understanding and maintaining the file.
  • For extensive configurations, consider sourcing external scripts from within .bashrc to keep the file organized.
  • Be very careful when you add commands that could alter system behaviour or performance. Test new configurations in a separate terminal session before applying them globally.

By effectively utilizing the “.bashrc” file, you can create a tailored and efficient command-line environment that aligns with their workflow and preferences.

Related Articles

The post .bashrc: The Configuration File of Linux Terminal appeared first on Unixmen.

By: Edwin
Fri, 25 Apr 2025 05:26:43 +0000


windows linux subsystem tutorial

The Windows Subsystem for Linux (WSL) is a powerful tool that allows you to run a Linux environment directly on Windows. WSL gives you seamless integration between the two most common operating systems. One of the key features of WSL is the ability to access and manage files across both Windows and Linux platforms. Today at Unixmen, we will walk you through the methods to access Windows files from Linux within WSL and vice versa. Let’s get started!

How to Access Windows Files from WSL

In WSL, Windows drives are mounted under the “/mnt” directory, allowing Linux to interact with the Windows file system. Here’s how you can navigate to your Windows files:

Step 1: Locate the Windows Drive

Windows drives are mounted as “/mnt/<drive_letter>”. For example, the C: drive is accessible at “/mnt/c”.

Step 2: Navigate to Your User Directory

To access your Windows user profile, use the following commands:

cd /mnt/c/Users/<Your_Windows_Username>

Replace “<Your_Windows_Username>” with your actual Windows username.

Step 3: List the Contents

Once you are in your user directory, you can list the contents using:

ls

This will display all files and folders in your Windows user directory.

By navigating through “/mnt/c/”, you can access any file or folder on your Windows C: drive. This integration lets you manipulate Windows files using Linux commands within WSL.

Steps to Access WSL Files from Windows

In Windows accessing files stored within the WSL environment is very straightforward. Here is how you can do it:

Using File Explorer:

  1. Open File Explorer.
  2. In the address bar, type “\\wsl$” and press the Enter key.
  3. You’ll see a list of installed Linux distributions.
  4. Navigate to your desired distribution to access its file system.

Direct Access to Home Directory:

For quick access to your WSL home directory, navigate to:

\\wsl$\<Your_Distribution>\home\<Your_Linux_Username>

Replace “<Your_Distribution>” with the name of your Linux distribution (e.g., Ubuntu) and “<Your_Linux_Username>” with your Linux username.

This method allows you to seamlessly transfer files between Windows and WSL environments using the familiar Windows interface.

Best Practices

At Unixmen, we recommend these best practices for better file management between Windows and WSL.

  • File location: For optimal performance, store project files within the WSL file system when you work primarily with Linux tools. If you need to use Windows tools on the same files, consider storing them in the Windows file system and accessing them from WSL.
  • Permissions: Be mindful of file permissions. Files created in the Windows file system may have different permissions when accessed from WSL.
  • Path conversions: Use the “wslpath” utility to convert Windows paths to WSL paths and vice versa:
wslpath 'C:\Users\Your_Windows_Username\file.txt'

This command will output the equivalent WSL path.

Wrapping Up

By understanding these methods and best practices, you can effectively manage and navigate files between Windows and Linux environments within WSL, enhancing your workflow and productivity.

Related Links

The post Windows Linux Subsystem (WSL): Run Linux on Windows appeared first on Unixmen.

By: Edwin
Fri, 25 Apr 2025 05:26:38 +0000


pip uninstall package

If you work with Python a lot, you might be familiar with the process of constantly installing packages. But what happens when you decide that a package is no longer required? That is when you use “pip” to uninstall packages. The “pip” tool, which is Python’s package installer, offers a straightforward method to uninstall packages.

Today at Unixmen, we will walk you through the process, ensuring even beginners can confidently manage their Python packages. Let’s get started!

What is pip and Its Role in Python Package Management

“pip” team named their product interestingly because it stands for “Pip Installs Packages”. It is the standard package manager for Python. It lets you install, update, and remove Python packages from the Python Package Index (PyPI) and other indexes. You will need package management to be as efficient as possible because that ensures your projects remain organized and free from unnecessary or conflicting dependencies.

How to Uninstall a Single Package with “pip”

Let us start with simple steps. Here is how you can remove a package using pip. First, open your system’s command line interface (CLI or terminal):

  • On Windows, search for “cmd” or “Command Prompt” in the Start menu.
    On macOS or Linux, open the Terminal application.
  • Type the following command, replacing “package_name” with the name of the package you wish to uninstall:
pip uninstall package_name

For example, to uninstall the `requests` package:

pip uninstall requests

As a precaution, always confirm the uninstallation process. “pip” will display a list of files to be removed and prompt for confirmation like this:

Proceed (y/n)?

When you see this prompt, type “y” and press the Enter key to proceed. This process makes sure that the specified package is removed from your Python environment.

Uninstall Multiple Packages Simultaneously

Let’s take it to the next level. Now that we are familiar with uninstalling a single package, let us learn how to uninstall multiple packages at once. When you need to uninstall multiple packages at once, “pip” allows you to do so by listing the package names separated by spaces. Here is how you can do it:

pip uninstall package1 package2 package3

For example, to uninstall both “numpy” and “pandas”:

pip uninstall numpy pandas

As expected, when this command is executed, a prompt will appear for confirmation before removing each package.

How to Uninstall Packages Without Confirmation

When you are confident that you are uninstalling the correct package, the confirmation prompts will be a little irritating. To solve this and bypass the confirmation prompts, use the “-y”flag:

pip uninstall -y package_name

What is being done here is you are instructing the command prompt that it has confirmation with the “-y” flag. This is particularly useful in scripting or automated workflows where manual intervention is impractical.

Uninstalling All Installed Packages

To remove all installed packages and achieve a clean slate, you can use the following command:

pip freeze | xargs pip uninstall -y

Here’s a breakdown of the command:

  • “pip freeze” lists all installed packages.
  • “xargs” takes this list and passes each package name to “pip uninstall -y”, which uninstalls them without requiring confirmation.

Be very careful when you are executing this command. This will remove all packages in your environment. Ensure this is your intended action before proceeding.

Best Practices for Managing Python Packages

We have covered almost everything when it comes to using pip to uninstall packages. Before we wrap up, let us learn the best practices as well.

  • Always use virtual environments to manage project-specific dependencies without interfering with system-wide packages. Tools like “venv” (included with Python 3.3 and later) or “virtualenv” can help you create isolated environments.
  • Periodically check for and remove unused packages to keep your environment clean and efficient.
  • Documentation can be boring for most of the beginners but always maintain a “requirements.txt” file for each project, listing all necessary packages and their versions. This practice aids in reproducibility and collaboration.
  • Prefer installing packages within virtual environments rather than globally to avoid potential conflicts and permission issues.

Wrapping Up

Managing Python packages is crucial for maintaining a streamlined and conflict-free development environment. The “pip uninstall” command provides a simple yet powerful means to remove unnecessary or problematic packages. By understanding and utilizing the various options and best practices outlined in this guide, even beginners can confidently navigate Python package management.

Related Articles

The post Pip: Uninstall Packages Instructions with Best Practices appeared first on Unixmen.

By: Edwin
Fri, 25 Apr 2025 05:26:26 +0000


fstab tutorial

Today at Unixmen, we are about to explain a key configuration file that defines how disk partitions, devices, and remote filesystems are mounted and integrated into the system’s directory structure. The file we are talking about is the “/etc/fstab”. By automating the mounting process at boot time, fstab ensures consistent and reliable access to various storage resources.

In this article, we will explain the structure, common mount options, best practices, and the common pitfalls learners are prone to face. Let’s get started!

Structure of the “/etc/fstab” File

Each line in the “fstab” file represents a filesystem and contains six fields, each separated by spaces or tabs. Here are the components:

  • Filesystem: Specifies the device or remote filesystem to be mounted, identified by device name (for example: “/dev/sda1”) or UUID.
  • Mounting point: The directory where the filesystem will be mounted, such as “/”, “/home”, or “/mnt/data”.
  • Filesystem type: Indicates the type of filesystem, like “ext4”, “vfat”, or “nfs”.
  • Options: Comma-separated list of mount options that control the behaviour of the filesystem like “defaults”, “noatime”, “ro”.
  • Dump: A binary value (0 or 1) used by the “dump” utility to decide if the filesystem needs to be backed up.
  • Pass: An integer (0, 1, or 2) that determines the order in which “fsck” checks the filesystem during boot.

Some of the Common Mount Options

Let us look at some of the common mount options:

  • defaults: This option applies the default settings: “rw”, “suid”, “dev”, “exec”, “auto”, “nouser”, and “async”.
  • noauto: Prevents the filesystem from being mounted automatically at boot.
  • user: Allows any user to mount the filesystem.
  • nouser: Restricts mounting to the superuser.
  • ro: Mounts the filesystem as read-only.
  • rw: Mounts the filesystem as read-write.
  • sync: Ensures that input and output operations are done synchronously.
  • noexec: Prevents execution of binaries on the mounted filesystem.

As usual, let us understand the concept of “fstab” with an example. Here is a sample entry:

UUID=123e4567-e89b-12d3-a456-426614174000 /mnt/data ext4 defaults 0 2

Let us break down this example a little.

  • UUID=123e4567-e89b-12d3-a456-426614174000: Specifies the unique identifier of the filesystem.
  • /mnt/data: Designates the mount point.
  • ext4: Indicates the filesystem type.
  • defaults: Applies default mount options.
  • 0: Excludes the filesystem from “dump” backups.
  • 2: Sets the “fsck” order. Non-root filesystems are typically assigned “2”.

Best Practices

While the fstab file is a pretty straightforward component, here are some best practices to help you work more efficiently.

  • Always use UUIDs or labels: Employing UUIDs or filesystem labels instead of device names (like “/dev/unixmen”) enhances reliability, especially when device names change due to hardware modifications.
  • Create backups before editing: Always create a backup of the “fstab” file before making changes to prevent system boot issues.
  • Verify entries: After editing “fstab”, test the configuration with “mount -a” to ensure all filesystems mount correctly without errors.

Common Pitfalls You May Face

Misconfigurations in this file can lead to various issues, affecting system stability and accessibility. Common problems you could face include:

Incorrect device identification: Using device names like “/dev/sda1” can be problematic, especially when hardware changes cause device reordering. This can result in the system attempting to mount the wrong partition. Using an incorrect Universally Unique Identifier (UUID) can prevent the system from locating and mounting the intended filesystem, leading to boot failures.

Misconfigured mount options: Specifying unsupported or invalid mount options can cause mounting failures. For example, using “errors=remount-rw” instead of the correct “errors=remount-ro” will cause system boot issues.

File system type mismatch: Specifying an incorrect file system type can prevent proper mounting. For example, specifying an “ext4” partition as “xfs” in “fstab” will result in mounting errors.

Wrapping Up

You could have noticed that the basics of fstab does not feel that complex, but we included a thorough section for the best practices and challenges. This is because identifying the exact cause of fstab error is little difficult for the untrained eye. The error messages can be vague and non-specific. Determining the proper log fail for troubleshooting is another pain. We recommend including the “nofail” option, so that the system boots even if the device is unavailable. Now you are ready to work with the fstab file!

Related Articles

 

The post fstab: Storage Resource Configuration File appeared first on Unixmen.

By: Janus Atienza
Mon, 21 Apr 2025 16:36:45 +0000


Microsoft MS SQL server supports Linux operating systems, including Red Hat Enterprise Linux, Ubuntu, and container images on Virtual machine platforms like Kubernetes, Docker engine, and OpenShift. Regardless of the platform on which you are using SQL Server, the databases are prone to corruption and inconsistencies. If your MDF/NDF files on a Linux system get corrupted for any reason, you can repair them. In this post, we’ll discuss the procedure to repair and restore a corrupt SQL database on a Linux system.

Causes of corruption in MDF/NDF files in Linux:

The SQL database files stored in Linux system can get corrupted due to one of the following reasons:

  • Sudden system shutdown.
  • Bugs in the Server
  • The system’s hard drive, where the database files are saved, has bad sectors.
  • The operating system suddenly crashes at the time you are working on the database.
  • Hardware or malware infection.
  • The system runs out of space.

Ways to repair and restore corrupt SQL databases in Linux

To repair the corrupt SQL database file stored on Linux system, you can use SQL Server management studio on Ubuntu or Red hat enterprise itself Or use a professional SQL repair tool.

Steps to repair a corrupt SQL database on a Linux system:

  • First, launch the SQL Server on your Linux system by the below steps:
  • Open the terminal by Ctrl+Alt+T or ALT +F2
  • Next, run the command below with the application name and then press the Enter key.

sudo systemctl start mssql-server

  • In SSMS, follow the below steps to restore and repair the database file on Linux system:

Step 1- If you have an updated Backup file, you can use it to restore the corrupt Database. Here’s the command:

BACKUP DATABASE [AdventureWorks2019] TO DISK = N’C:\backups\DBTesting.bak’ WITH DIFFERENTIAL, NOFORMAT, NOINIT, NAME = N’AdventureWorks2019-Full Database Backup’, SKIP, NOREWIND, NOUNLOAD, STATS = 10

GO

Step 2- If you have no backup, then, with Admin rights, run the DBCC CHECKDB command on SQL Server Management Studio (SSMS). Here the corrupted database name is “DBTesting”. Before using the command, first change the status to SET SINGLE_USER. Here is the command:

ALTER DATABASE DBTesting SET SINGLE_USER

DBCC CHECKDB (‘DBTesting’, REPAIR_REBUILD)

GO

  • alter databaseIf REPAIR_REBUILD tool fails to repair the problematic MDF file then you can try the below REPAIR_ALLOW_DATA_LOSS command of DBCC CHECKDB command:

DBCC CHECKDB (N ’Dbtesting’, REPAIR_ALLOW_DATA_LOSS) WITH ALL_ERRORMSGS, NO_INFOMSGS;

GO

  • repair rebuild
Next, change the mode of the database from SINGLE_USER to MULTI_USER by executing the below command:

ALTER DATABASE DBTesting SET MULTI_USER

set multi userUsing the above command can help you repair corrupt MDF file but it may removes majority of the data pages containing inconsistent data while repairing. Due to which, you can lose your data.

Step 3-Use a Professional SQL Repair tool:

If you don’t want to risk data in database then install a professional MS SQL recovery tool such as Stellar Repair for MSSQL. The tool is equipped with enhanced algorithms that can help you repair corrupt or inconsistent MDF/NDF file even in Linux system. Here are the steps to install and launch Stellar Repair for MS SQL:

  • First open Terminal on Linux/Ubuntu
  • Next, run the below command:

$ sudo apt install app_name  

Here: Add the absolute path of the Stellar Repair for MSSQL tool.

  • Next, launch the application in your Ubuntu using the below steps:
  • On your desktop, find, and click
  • In the Activities overview window, locate the Stellar Repair for MS SQL application and press the Enter key.
  • Enter the system password to authenticate.
  • Next, select the database in Stellar Repair for MS SQL’s user interface by clicking on Select Database.

To Conclude

If you are working on an SQL Server installed on a Linux system on the Virtual machine, your system suddenly crashes and the MDF file gets corrupted. In this case or any other scenarios where the SQL database file become inaccessible on Linux system, you can repair it using the two methods described above. To repair corrupt MDF files quickly, without data loss and file size restrictions, you can use the help of a professional MS SQL Repair tool. The tool supports repairing MDF files in both Windows and Linux systems.

The post Linux SQL Server Database Recovery: Restoring Corrupt Databases appeared first on Unixmen.

By: Janus Atienza
Sat, 12 Apr 2025 18:30:58 +0000


linux documentHave you ever searched your name or your brand and found content that you didn’t expect to see? 

Maybe a page that doesn’t represent you well or something you want to keep track of for your records? 

If you’re using Linux or Unix, you’re in a great position to take control of that situation. With just a few simple tools, you can save, organize, and monitor any kind of web content with ease. 

This guide walks you through how to do that, step by step, using tools built right into your system.

This isn’t just about removing content. It’s also about staying informed, being proactive, and using the strengths of Linux and Unix to help you manage your digital presence in a reliable way.

Let’s take a look at how you can start documenting web content using your system.

Why Organizing Online Content Is a Smart Move

When something important appears online—like an article that mentions you, a review of your product, or even a discussion thread—it helps to keep a copy for reference. Many platforms and services ask for details if you want them to update or review content. Having all the right information at your fingertips can make things smoother.

Good records also help with transparency. You’ll know exactly what was published and when, and you’ll have everything you need if you ever want to take action on it.

Linux and Unix systems are perfect for this kind of work because they give you flexible tools to collect and manage web content without needing extra software. Everything you need is already available or easily installable.

Start by Saving the Page with wget

The first step is to make sure you have a full copy of the page you’re interested in. This isn’t just about saving a screenshot—it’s about capturing the full experience of the page, including images, links, and layout.

You can do this with a built-in tool called wget. It’s easy to use and very reliable.

Here’s a basic command:

css

CopyEdit

wget –mirror –convert-links –adjust-extension –page-requisites –no-parent https://example.com/the-page

This command downloads the full version of the page and saves it to your computer. You can organize your saved pages by date, using a folder name like saved_pages_2025-04-10 so everything stays neat and searchable.

If you don’t have wget already, most systems let you install it quickly with a package manager like apt or yum.

Keep a Log of Your Terminal Session

If you’re working in the terminal, it’s helpful to keep a record of everything you do while gathering your content. This shows a clear trail of how you accessed the information.

The script command helps with this. It starts logging everything that happens in your terminal into a text file.

Just type:

perl

CopyEdit

script session_log_$(date +%F_%H-%M-%S).txt

Then go ahead and run your commands, visit links, or collect files. When you’re done, just type exit to stop the log. This gives you a timestamped file that shows everything you did during that session, which can be useful if you want to look back later.

Capture Screenshots with a Timestamp

Screenshots are one of the easiest ways to show what you saw on a page. In Linux or Unix, there are a couple of simple tools for this.

If you’re using a graphical environment, scrot is a great tool for quick screenshots:

nginx

CopyEdit

scrot ‘%Y-%m-%d_%H-%M-%S.png’ -e ‘mv $f ~/screenshots/’

If you have ImageMagick installed, you can use:

perl

CopyEdit

import -window root ~/screenshots/$(date +%F_%H-%M-%S).png

These tools save screenshots with the date and time in the filename, which makes it super easy to sort and find them later. You can also create a folder called screenshots in your home directory to keep things tidy.

Use Checksums to Confirm File Integrity

When you’re saving evidence or tracking content over time, it’s a good idea to keep track of your files’ integrity. A simple way to do this is by creating a hash value for each file.

Linux and Unix systems come with a tool called sha256sum that makes this easy.

Here’s how you can use it:

bash

CopyEdit

sha256sum saved_page.html > hash_log.txt

This creates a unique signature for the file. If you ever need to prove that the file hasn’t changed, you can compare the current hash with the original one. It’s a good way to maintain confidence in your saved content.

Organize Your Files in Folders

The key to staying organized is to keep everything related to one event or day in the same folder. You can create a structure like this:

bash

CopyEdit

~/web_monitoring/

  2025-04-10/

    saved_page.html

    screenshot1.png

    session_log.txt

    hash_log.txt

This kind of structure makes it easy to find and access your saved pages later. You can even back these folders up to cloud storage or an external drive for safekeeping.

Set Up a Simple Monitor Script

If you want to stay on top of new mentions or changes to a particular site or keyword, you can create a simple watch script using the command line.

One popular method is to use curl to grab search results, then filter them with tools like grep.

For example:

bash

CopyEdit

curl -s “https://www.google.com/search?q=your+name” > ~/search_logs/google_$(date +%F).html

You can review the saved file manually or use commands to highlight certain keywords. You can also compare today’s results with yesterday’s using the diff command to spot new mentions. Additionally if needed you can also go for how do you delete a google search result.

To automate this, just create a cron job that runs the script every day:

nginx

CopyEdit

crontab -e

Then add a line like this:

ruby

CopyEdit

0 7 * * * /home/user/scripts/search_watch.sh

This runs the script at 7 a.m. daily and stores the results in a folder you choose. Over time, you’ll build a personal archive of search results that you can refer to anytime.

Prepare Your Submission Package

If you ever need to contact a website or a service provider about a page, it’s helpful to have everything ready in one place. That way, you can share what you’ve collected clearly and professionally.

Here’s what you might include:

  • The exact URL of the page
  • A brief explanation of why you’re reaching out
  • A copy of the page you saved
  • One or more screenshots
  • A summary of what you’re requesting

Some platforms also have forms or tools you can use. For example, search engines may provide an online form for submitting requests.

If you want to contact a site directly, you can use the whois command to find the owner or hosting provider:

nginx

CopyEdit

whois example.com

This will give you useful contact information or point you toward the company that hosts the site.

Automate Your Process with Cron

Once you have everything set up, you can automate the entire workflow using cron jobs. These scheduled tasks let your system do the work while you focus on other things.

For example, you can schedule daily page saves, keyword searches, or hash checks. This makes your documentation process consistent and thorough, without any extra effort after setup.

Linux and Unix give you the tools to turn this into a fully automated system. It’s a great way to stay prepared and organized using technology you already have.

Final Thoughts

Linux and Unix users have a unique advantage when it comes to documenting web content. With simple tools like wget, script, and scrot, you can create a complete, organized snapshot of any page or event online. These tools aren’t just powerful—they’re also flexible and easy to use once you get the hang of them.

The post Best Way to Document Harmful Content for Removal appeared first on Unixmen.

By: Linux.com Editorial Staff
Fri, 04 Apr 2025 18:16:05 +0000


OpenTelemetry (fondly known as OTel) is an open-source project that provides a unified set of APIs, libraries, agents, and instrumentation to capture and export logs, metrics, and traces from applications. The project’s goal is to standardize observability across various services and applications, enabling better monitoring and troubleshooting.

Read More at Causely

The post Using OpenTelemetry and the OTel Collector for Logs, Metrics, and Traces appeared first on Linux.com.

By: Linux.com Editorial Staff
Mon, 10 Mar 2025 15:30:39 +0000


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March 19, 2025 | 08:00 AM PDT (UTC-7)

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By: Edwin
Sat, 22 Feb 2025 08:44:53 +0000


methods to convert webm to mp3 file

WEBM is one of the most popular video formats used for web streaming. MP3 is one of the formats used for audio playback. There will be times where you will need to extract audio from a WEBM file and covert it to a MP3 file. With Linux, there are command-line tools for almost everything and this use case is not an exception. In this guide, we will explain different methods to convert WEBM to MP3 using ffmpeg, sox, and a few online tools.

Why Should You Convert WEBM to MP3?

Let us see some use cases where you will have to convert a WEBM file to MP3 file:

  • You need only the audio from a web video
  • Your media player does not play WEBM file
  • Convert a speech recording from video to audio format
  • Reduce file size for storage and sharing

How to Convert WEBM to MP3 Using ffmpeg

Let us use Linux’s in-built tool “ffmpeg” to extract audio from a WEBM file.

How to Install ffmpeg

If your Linux system already has ffmpeg, you can skip this step. If your device doesn’t have this command-line tool installed, execute the appropriate command based on the distribution:

sudo apt install ffmpeg # For Debian and Ubuntu
sudo dnf install ffmpeg # For Fedora
sudo pacman -S ffmpeg # For Arch Linux

Convert with Default Settings

To convert a WEBM file to MP3, execute this command:

ffmpeg -i WEBMFileName.webm -q:a 0 -map a MP3FileOutput.mp3

How to Convert and Set a Specific Bitrate

To set a bitrate while converting WEBM to MP3, execute this command:

ffmpeg -i WEBMFileName.webm -b:a 192k MP3FileOutput.mp3

How to Extract Only a Specific Part of Video to Audio

There will be times where you don’t have to extract the complete audio from a WEBM file. In those cases, specify the timestamp by following this syntax:

ffmpeg -i WEBMFileName.webm -ss 00:00:30 -to 00:01:30 -q:a 0 -map a MP3Output.mp3

Executing this command extracts the audio between timestamps 30 seconds and one minute 30 seconds and saves it as a MP3 file.

Advanced WEBM to MP3 Conversion

Here is an alternative command that processes the WEBM file faster. This method uses “-vn” parameter to remove the video and uses the LAME MP3 encoder (indicated by the “-acodec libmp3lame” parameter) and sets a quality scale of 4. This balances the file size and quality.

ffmpeg -i input.webm -vn -acodec libmp3lame -q:a 4 output.mp3

How to Convert WEBM to MP3 Using sox

The “sox” tool is an “ffmpeg” alternative. To install sox, execute the command:

sudo apt install sox libsox-fmt-all

This command works best for Debian and Ubuntu distros. If the above command does not work, use the ffmpeg tool explained earlier.

To extract audio from the WEBM file, use the command:

sox WEBMFileName.webm AudioFile.mp3

How to Use avconv to Extract Audio

Some Linux distributions provide “avconv”, part of the libav-tools package, as an alternative to ffmpeg. Here is how you can use install and use it to extract MP3 audio from a WEBM file:

sudo apt install libav-tools
avconv -i VideoFile.webm -q:a 0 -map a AudioFile.mp3

How to Convert WEBM to MP3 Using Online Tools

If you do not have a Linux device at the moment, prefer a graphical user interface, or in a hurry to get the audio extracted from WEBM files, you can use any of these web-based converters:

How to Check MP3 File Properties

Once you have converted the WEBM file to a MP3 file, it is a good practice to check the properties or details of the MP3 file. To do that, execute the command:

ffmpeg -i ExtractedAudioFile.mp3

One of the best practices is to check the audio bitrate and format by executing the command:

mediainfo ExtractedAudioFile.mp3

How to Automate WEBM to MP3 Conversion

The simple answer to this problem is by using scripts. Auto converting video files to audio files will help you if you frequently convert a large number of files. Here is a sample script to get you started. You can tweak this script to your requirements based on the command we just explained earlier.

for file in *.webm; do
ffmpeg -i "$file" -q:a 0 -map a "${file%.webm}.mp3"
done

Next step is to save this script with the name “convert-webm.sh” and make it executable.

chmod +x convert-webm.sh

To run this script in a directory with WEBM files, navigate to the required directory in the terminal window and run the command:

./convert-webm.sh

Key Takeaways

Extracting audio from a WEBM file and saving it as MP3 file is very easy if you have a Linux device. Using tools like ffmpeg, sox, and avconv, this seemingly daunting task gets over in matter of a few seconds. If you frequently do this, consider creating a script and run it on the directory containing the required WEBM files. With these techniques, you can extract and save high-quality audio files from a WEBM video file.

We have explained more about ffmpeg module in our detailed guide to TS files article. We believe it will be useful for you.

The post WEBM to MP3: How can You Convert In Linux appeared first on Unixmen.

By: Edwin
Sat, 22 Feb 2025 08:44:43 +0000


recent linux tips and tricks

Working with Linux is easy if you know how to use commands, scripts, and directories to your advantage. Let us give you some Linux tips and tricks to mov It is no secret that tech-savvy people prefer Linux distributions to Windows operating system because of reasons like:

  • Open source
  • Unlimited customizations
  • Multiple tools to choose from

In this detailed guide, let us take you through the latest Linux tips and tricks so that you can use your Linux systems to its fullest potentials.

Tip 1: How to Navigate Quickly Between Directories

Use these tips to navigate between your directories:

How to return to the previous directory: Use “cd -” command to switch back to your last working directory. This helps you save time because you need not type the entire path of the previous directory.

How to navigate to home directory: Alternatively, you can use “cd” or “cd ~” to return to your home directory from anywhere in the terminal window.

Tip 2: How to Utilize Tab Completion

Whenever you are typing a command or filename, press the “Tab” key in your keyboard to auto-complete it. This helps you reduce errors and save time. For example, if you type “cd Doc”, pressing the “Tab” key will auto complete the command to “cd Documents/”.

Tip 3: How to Run Multiple Commands in Sequence

To run commands in a sequence, use the “;” separator. This helps you run commands sequentially, irrespective of the result of previous commands. Here is an example:

command1; command2; command3

What should you do if the second command should be run only after the success of the first command? It is easy. Simply replace “;” with “&&”. Here is an example:

command1 && command2

Consider another example. How can you structure your commands in such a way that the second command should be run only when the first command fails? Simple. Replace “&&” with “||”. Here is an example to understand better:

command1 || command2

Tip 4: How to List Directory Efficiently

Instead of typing “ls -l” to list the contents of a directory in long format, use the shorthand “ll” and it will give you the same result.

Tip 5: Use Command History to Your Advantage

Let’s face it. Most of the times, we work with only a few commands, repeated again and again. In those cases, your command history and your previous commands are the two things you will need the most. To do this, let us see some tricks.

Press Ctrl + R and start typing to search through your command history. Press the keys again to cycle through the matches.

To repeat the command you executed last, use “!!” or “!n”. Replace “n” with the command’s position in your command history.

Tip 6: Move Processes to Background and Foreground

To send a process to background, simply append “&” to a command. This pushes the process to the background. Here is an example syntax:

command1 &

To move a foreground process to background, first suspend the foreground process by pressing Ctrl + Z, and then use “bg” (short for background) to resume the process in background.

To bring a background process to foreground, use “fg” (short for foreground). This brings the background process to foreground.

Tip 7: How to Create and Use Aliases

If you frequently use a selective few commands, you can create aliases for them. Add “.bashrc” or “.zshrc” to your shell configuration file. Here is an example to understand better. We are going to assign the alias “update” to run two commands in sequence:

alias update='sudo apt update && sudo apt upgrade'

Once you have added the alias, reload the configuration with “source ~/.bashrc” or the appropriate file to start using the alias.

Tip 8: How to Redirect the Output of a Command to a File

The next trick we are going to learn in our list of Linux tips and tricks is the simple operator, that will redirect the command output to a file and overwrite existing content: >

Use the “>” operator to redirect command output to a file. Here is an example syntax:

command123 > file.txt

To append the output to a file, use “>>”. Here is how you can do it:

command123 >> file.txt

Tip 9: How to use Wildcards for Batch Operations

Wildcards are operators that help in performing multiple operations on multiple files. Here are some wildcards that will help you often:

  • Asterisk (`*`): Represents zero or more characters. For example, `rm *.txt` deletes all `.txt` files in the directory.
  • Question Mark (`?`): Represents a single character. For example, `ls file?.txt` lists files like `file1.txt`, `file2.txt`, etc.

Tip 10: How to Monitor System Resource Usage

Next in our Linux tips and tricks list, let us see how to view the real-time system resource usage, including CPU, memory, and network utilization. To do this, you can run “top” command. Press “q” key to exit the “top” interface.

Wrapping Up

These are our top 10 Linux tips and tricks. By incorporating these tips into your workflow, you can navigate the Linux command line more efficiently and effectively.

Related Articles

Game Development on Linux

The post Linux Tips and Tricks: With Recent Updates appeared first on Unixmen.

By: Edwin
Sat, 22 Feb 2025 08:44:24 +0000


top 5 open source photoshop alternatives

One of the major advantages of using Unix-based operating systems is the availability of robust open-source alternatives for most of the paid tools you are used to. The growing demand has led to the open-source community churning out more and more useful tools every day. Today, let us see an open-source alternative for Adobe Photoshop. For those who used different image editing tools, Photoshop is a popular image editing tool with loads of features that can help even beginners to edit pictures with ease.

Let us see some open source photoshop alternatives today, their key features, and how they are unique.

GIMP: GNU Image Manipulation Program

You might have seen the logo of this tool: a happy animal holding a paint brush in its jaws. GIMP is one of the most renowned open-source image editors. It is also available on other operating systems like macOS and Windows, in addition to Linux. It is loaded to the brim with features, making it a great open-source alternative to Photoshop.

Key Features of GIMP

  • Highly customizable: GIMP gives you the flexibility to modify the layout and functionality so suit your personal workflow preferences.
  • Enhanced picture enhancement capabilities: It offers in-built tools for high-quality image manipulation, like retouch and restore images.
  • Extensive file formats support: GIMP supports numerous formats of files making it the only tool you will need for your image editing tasks.
  • Integrations (plugins): In addition to the host of features GIMP provides, there is also an option to get enhanced capabilities by choosing them from GIMP’s plugin repository.

If you are familiar with Photoshop, GIMP provides a very similar environment with its comprehensive suite of tools. Another advantage of GIMP is its vast and helpful online community. The community makes sure the regular updates are provided and numerous tutorials for each skill level and challenge.

Krita

Krita was initially designed to be a painting and illustration tool but now with the features it accumulated over the years, it is now a versatile image editing tool.

Key Features of Krita

  • Brush stabilizers: If you are an artist who prefers smooth strokes, Krita offers brush stabilizers which makes this tool ideal for you.
  • Support for vector art: You can create and manipulate vector graphics, making it suitable for illustrations and comics.
  • Robust layer management: Krita provides layer management, including masks and blending modes.
  • Support for PSD format: Krita supports Photoshop’s file format “PSD”, making it a great tool for collaboration across platforms.

Krita’s user interface is very simple. But do not let that fool you. It has powerful features that makes it one of the top open-source alternatives for Photoshop. Krita provides a free, professional-grade painting program and a warm and supportive community.

Inkscape

Inkscape used to be a vector graphics editor. Now it offers capabilities that provide raster image editing, making it a useful tool for designers.

Key Features of Inkscape

  • Flexible drawing: You can create freehand drawings with a range of customizable brushes.
  • Path operations: Inkscape provides advanced path manipulation allows for complex graphic designs.
  • Object creation tools: Inkscape provides a range of tools for drawing, shaping, and text manipulation.
  • File formats supported: Supports exporting to various formats, including PNG and PDF.

Inkscape is particularly useful for tasks involving logo design, technical illustrations, and web graphics. Its open-source nature ensures that it remains a continually improving tool, built over the years by contributions from a global community of developers and artists.

Darktable

Darktable doubles as a virtual light-table and a darkroom for photographers. This helps in providing a non-destructive editing workflow.

Key Features of Darktable

  • Image processing capabilities: Darktable supports a wide range of cameras and allows for high-quality RAW image development.
  • Non-destructive editing: Whenever you edit an image, the edits are stored in a separate database, keeping your original image unaltered.
  • Tethered shooting: If you know your way around basic photography, you can control camera settings and capture images directly from the software.
  • Enhanced colour management: Darktable offers precise control over colour profiles and adjustments.

Though Darktable is buit for photographers, it has evolved as an open-source alternative for RAW development and photo management. Its feature-rich platform ensures that users have comprehensive control over their photographic workflow.

MyPaint

This is a nimble and straightforward painting application. This tool is primarily designed to cater to the needs of digital artists focusing on digital sketching.

Key Features of MyPaint

  • Extensive brush collection: MyPaint offers a variety of brushes to choose from, simulating the traditional media.
  • Unlimited canvas: This is one of the few tools that offers unlimited canvas and you don’t have to worry about canvas boundaries.
  • UI with least distraction: Provides a full-screen mode to allow you to focus only on your work.
  • Compatibility with hardware: MyPaint offers support for pressure-sensitive graphic tablets for a natural drawing experience.

MyPaint’s simplicity and efficiency make it an excellent open-source alternative for Photoshop. This tool is for artists seeking a focused environment for sketching and painting.

Key Takeaways

The open-source community offers a diverse array of powerful alternatives to Adobe Photoshop, each tailored to specific creative needs. Whether you’re a photographer, illustrator, or graphic designer, these tools provide robust functionalities to support your efforts on Unix-based systems.

By integrating these tools into your workflow, you can achieve professional-grade results without the constraints of proprietary software.

Related Articles

How to add watermark to your images with Python

13 Reasons to choose GIMP over Photoshop!

The post Open-Source Photoshop Alternatives: Top 5 list appeared first on Unixmen.

By: Edwin
Fri, 21 Feb 2025 17:24:53 +0000


ts files walkthroughTS file is a standard format for video and audio data transmission. TS file stands for transport stream file. This format of file is commonly used for broadcasting, video streaming, and storing media content in a structured format.

In this detailed guide, let us explain what a TS file is, how it works, and how to work with them in Linux systems.

What is a TS File

A TS file is a video format used to store MPEG-2 compressed video and audio. It is primarily used to:

  • Broadcast television video (DVB ad ATSC)
  • Streaming services
  • Blu-ray discs
  • Video recording systems

Transport stream files ensure error resilience and support numerous data streams. This makes them ideal to transmit over unreliable networks.

How to Play TS Files in Linux

You can use many media players to play TS files, but we recommend open-source media players. Here are some of them:

VLC Media Player

To use VLC media player to open a transport stream file named “unixmen”, execute this command:

vlc unixmen.ts

MPV Player

If you would like to use MPV player to play a transport stream file named “unixmen”, execute this command:

mpv unixmen.ts

MPlayer

Another open-source alternative we recommend is the MPlayer. To play using MPlayer, execute this command:

mplayer file.ts

How to Convert a TS File

With the “ffmpeg” component to convert a transport stream file to other formats.

How To Convert a TS File to MP4

To convert a transport stream file named “unixmen” to MP4 format, execute this command:

ffmpeg -i unixmen.ts -c:v copy -c:a copy unixmen.mp4

How Can You Convert a TS File to MKV

Execute this command to convert a transport stream file named “fedora” to MKV:

ffmpeg -i fedora.ts -c:v copy -c:a copy fedora.mkv

How to Edit a TS File

To cut or trim down a transport stream video file named “kali” between 10 seconds and 1 minute without re-encoding, follow this syntax:

ffmpeg -i kali.ts -ss 00:00:10 -to 00:01:00 -c copy kali.ts

How to Merge Multiple TS Files

To combine multiple transport stream files into one in a sequence, use this syntax:

cat part1.ts part2.ts part3.ts > FinalOutputFile.ts

If you would prefer the ffmpeg module for an even better and cleaner merge, execute this syntax:

ffmpeg -i "concat:part1.ts|part2.ts|part3.ts" -c copy FinalOutputFile.ts

How to Extract Audio Only from a TS File

To extract the audio from a transport stream file, execute the command:

ffmpeg -i InputVideoFile.ts -q:a 0 -map a FinalOutputFile.mp3

How to Check the Details of TS File

To view the metadata and codec details of a transport stream video file, execute the command:

ffmpeg -i FinalOutputFile.ts

What are the Advantages of TS Files

Here are some reasons why transport stream files are preferred by the tech community:

  • Better error correction
  • Enhanced synchronization support
  • Support for multiple audio, video, and subtitle streams
  • Compatibility with most media players and editing tools

Wrapping Up

The transport stream files are reliable format for video storage and transmission. Broadcasting and media distribution industries widely use this file format. You can use tools like VLC, MPlayer, and ffmpeg, to play, convert, and edit transport stream files. Working with transport stream files in Linux systems is so easy.

We hope we have made it easy to understand TS files and their handling in Linux. Let us know if you are stuck somewhere and need our guidance.

Related Articles

Selene Media Encoder: Convert Audio, Video Files To Most Popular Formats

The post TS File: Guide to Learn Transport Stream Files in Linux appeared first on Unixmen.

By: Janus Atienza
Thu, 20 Feb 2025 14:00:26 +0000


Open-Source CodeWhen people think of the word ‘bots’, they often think of it in negative terms. Bots, of course, are one of the biggest threats to companies in 2025, with security incidents involving bots rising by 88% last year alone. But if you’re running a business, there are two types of bots you should know about: malicious bots and beneficial bots. 

While malicious bots are often associated with cyberattacks, fraud, and data theft, beneficial bots can be powerful tools to fight against them, enhancing your cybersecurity and working to automate protection across the board. Both are developed and proliferated by the same thing: open-source code. 

Open-Source Code Influencing the Development of Bots

Looking specifically at Linux for a moment, one of the first things to know about this system is that it’s completely free, unlike Windows or macOS, which require a paid license. Part of the reason for this is because it’s open source, which means users can modify, distribute, and customise the Linux operating system as and when it’s needed. 

Open source software, of course, has a number of benefits, including stability, reliability, and security – all of which are traits that have defined Linux and Unix systems for years, and have also been utilised in the world of bot creation and moderation

In this landscape, collaboration is key. From an ethical side of things, there are many instances where companies will formulate enhanced security bots, and then release that code to assist developers in the same field. 

Approximately two and a half years ago, for instance, the data science team behind DataDome.co – one of the leading cybersecurity companies specialising in bot detection – open-sourced ‘Sliceline’, a machine learning package designed for model debugging, which subsequently helped developers to analyse and improve their own machine learning models, thereby advancing the field of AI-driven cybersecurity.

But that’s not to say open-source code is all-round a positive thing. The same open-source frameworks that developers use to enhance bot protection are, of course, also accessible to cybercriminals, who can then modify and deploy them for their own malicious purposes. Bots designed for credential stuffing, web scraping, and DDoS attacks, for instance, can all be created using open-source tools, so this dual-use nature highlights a significant challenge in the cybersecurity space.

Keeping Open-Source a Force for Good

Thankfully, there are many things being done to stop malicious criminals from exploiting open-source code, with many companies adopting a multi-layered approach. The first is the strengthening of licensing and terms of use. 

At one point in time, open-source software, including Linux, was largely unrestricted, allowing anyone to access and redistribute code without much IT compliance or oversight. 

However, as the risks of misuse have become more apparent, especially with the rise of malicious bot activities, companies and open-source communities have been strengthening their licensing agreements, ensuring that everyone using the code must comply with ethical standards – something that is particularly important for Linux, which powers everything from personal computers to enterprise servers, making security and responsible use a top priority.

To give an example, a company can choose to apply for a licence that restricts the use of the software in unauthorised data collection, or in systems that may cause harm to users. Legal consequences for violating these terms are then imposed to deter any misuse. As well as this, more developers and users of open-source code are being trained about the potential misuse of tools, helping to foster a more responsible community. 

Over the last few years, a number of workshops, certifications, and online courses have been made available to increase threat intelligence, and spread awareness of the risks of malicious actors, providing the best practices for securing APIs, implementing rate limits, and designing open-source code that operates within ethical boundaries. 

It’s also worth noting that, because bot development has become far more advanced in recent years, bot detection has similarly improved. Looking back at DataDome for a moment, this is a company that prioritises machine learning and AI to detect bot activities, utilising open-source machine learning models to create advanced detection systems that learn from malicious bots, and continuously improve when monitoring traffic. 

This doesn’t mean the threat of malicious bots is over, of course, but it does help companies to identify suspicious behaviours more effectively – and provide ongoing updates to stay ahead of cybercriminals – which helps to mitigate the negatives of open-source code influencing bad bot development.

Conclusion

The question of open-source code influencing the development of bots is an intricate one, but as a whole, it has opened up the cybersecurity landscape to make it easy for anyone to protect themselves. Developers with limited coding expertise, for instance, can modify existing open-source bot frameworks to perform certain tasks, which essentially lowers the barriers to entry and fosters more growth – especially in the AI bot-detection field. 

But it is a double-edged sword. The important thing for any company in 2025 is to recognise which bots are a force for good, and make sure they implement them with the appropriate solutions. Malicious bots are always going to be an issue, and so long as the security landscape is evolving, the threat landscape will be evolving too. This is why it’s so important to protect yourself, and make sure you have all the defences in place to fight new dangers.

The post How Does Open-Source Code Influence the Development of Bots? appeared first on Unixmen.

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