🧭 Installing Third-Party Packages Using pip In Python: Expanding Python’s Power Through Community-built Modules
Imagine Python as a workshop. It already comes with a toolbox full of built-in tools — math, random, datetime, etc. But what if you need something more — like connecting to the internet, analyzing data, or building a web app?
You could write everything from scratch… Or simply install ready-made tools built by other developers around the world.
Those ready-made tools are called third-party packages.
And the tool used to install and manage them is pip
, which stands for “Pip Installs Packages.”
⚙️ What is pip
?
pip
is Python’s package manager — a command-line tool that lets you:
- Install third-party libraries from the Python Package Index (PyPI).
- Upgrade or uninstall packages.
- List installed packages.
- Share project dependencies with others.
It’s like the App Store for Python, but for programmers.
When you install Python, pip
usually comes preinstalled.
🧩 Checking if pip
is Installed
Before installing packages, check whether pip
is available on your system.
Open your terminal or command prompt and type:
pip --version
Example output:
pip 24.0 from C:\Python312\Lib\site-packages\pip (python 3.12)
✅ If you see a version number, pip
is installed.
❌ If not, you can install it by running:
python -m ensurepip --upgrade
📦 Installing a Package
To install a third-party package, use the command:
pip install package_name
Example:
pip install requests
This command connects to the Python Package Index (PyPI) — the official online repository at https://pypi.org — downloads the package, and installs it into your system.
Output might look like:
Collecting requests
Downloading requests-2.31.0-py3-none-any.whl (63 kB)
Installing collected packages: requests
Successfully installed requests-2.31.0
🎉 You’ve just expanded Python’s powers!
Now you can use it in your code:
import requests
response = requests.get("https://www.python.org")
print(response.status_code)
🧠 How Packages Are Organized
When installed, each package lives inside your Python’s site-packages folder. You can find this directory using:
import site
print(site.getsitepackages())
This helps Python locate modules when you write import package_name
.
🔁 Upgrading a Package
Sometimes you need a newer version of a package to get the latest features or bug fixes.
Use:
pip install --upgrade package_name
Example:
pip install --upgrade requests
pip
will check PyPI for a newer version and replace the old one.
❌ Uninstalling a Package
To remove an unwanted or outdated package, type:
pip uninstall package_name
Example:
pip uninstall requests
You’ll be prompted to confirm before deletion.
📋 Listing Installed Packages
To see all packages installed on your system:
pip list
Output Example:
Package Version
------------ -------
pip 24.0
requests 2.31.0
numpy 1.26.3
📄 Saving and Sharing Dependencies
When working on projects, it’s good practice to record which packages you installed so that others can reproduce your environment.
You can generate a list using:
pip freeze > requirements.txt
This creates a requirements file, e.g.:
requests==2.31.0
numpy==1.26.3
pandas==2.2.2
To install all the packages from another developer’s requirements.txt
, use:
pip install -r requirements.txt
This ensures every teammate or student uses the same versions — crucial for teamwork, reproducibility, and deployment.
🧰 Installing Specific Versions
You can install a particular version of a package like this:
pip install package_name==version_number
Example:
pip install numpy==1.24.2
This is useful when newer versions break compatibility with your code.
🧩 Installing from URLs or Local Files
-
From a GitHub repository:
pip install git+https://github.com/user/repo.git
-
From a local
.whl
or.tar.gz
file:pip install mypackage-1.0.0-py3-none-any.whl
This flexibility makes pip
ideal for both development and production use.
🧱 Virtual Environments (Best Practice)
As your learners grow, they’ll discover virtual environments — isolated workspaces that let you install packages for one project without affecting others.
To create one:
python -m venv myenv
Activate it:
-
Windows:
myenv\Scripts\activate
-
macOS/Linux:
source myenv/bin/activate
Now any package you install with pip install
stays within that environment only — safe and clean.
Deactivate when done:
deactivate
🧮 Troubleshooting Common pip
Issues
Problem | Possible Solution |
---|---|
“pip not recognized” | Add Python’s Scripts folder to PATH or reinstall Python with “Add to PATH” checked |
Permission denied | Run with --user or use admin privileges |
Outdated pip |
Upgrade using python -m pip install --upgrade pip |
Installation failed | Check internet connection or install correct version for your Python release |
🧭 Summary
Command | Purpose |
---|---|
pip install package |
Install a package |
pip uninstall package |
Remove a package |
pip list |
List installed packages |
pip show package |
Display info about a package |
pip freeze > requirements.txt |
Save current dependencies |
pip install -r requirements.txt |
Install packages from a file |
pip install --upgrade package |
Upgrade a package |
python -m pip install --upgrade pip |
Upgrade pip itself |
✍ Review Fill-in-the-Gap Questions
- The tool used to install third-party Python packages is called __.
- The term pip stands for “__ Installs Packages.”
- The official repository for Python packages is called __.
- To check if pip is installed, type the command __ in the terminal.
- The command to install a package named
numpy
is __. - To upgrade a package to its latest version, we use
pip install ______ package_name
. - To remove a package completely, we use the command
pip ______ package_name
. - The command
pip freeze > requirements.txt
is used to create a list of __. - Installing packages inside a project-specific environment can be done with a tool called __.
- The file that lists all required packages for a project is usually named __.