Tutorials
This tutorial will demonstrate how you can install Anaconda, a powerful package manager, on your Mac.
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Anaconda is a package manager, an environment manager, and Python distribution that contains a collection of many open source packages. An installation of Anaconda comes with many packages such as numpy, scikit-learn, scipy, and pandas preinstalled and is also the recommended way to install Jupyter Notebooks. This tutorial will include:
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With that, let’s get started
Graphical Installation of Anaconda
Installing Anaconda using a graphical installer is probably the easiest way to install Anaconda.
1 ‒ Go to the Anaconda Website and choose a Python 3.x graphical installer (A) or a Python 2.x graphical installer (B). If you aren’t sure which Python version you want to install, choose Python 3. Do not choose both.
2 - Locate your download and double click it.
3 - Click on Continue
4 - Click on Continue
5 - Note that when you install Anaconda, it modifies your bash profile with either anaconda3 or anaconda2 depending on what Python version you choose. This can important for later. Click on Continue.
6 - Click on Continue to get the License Agreement to appear.
You will need to read and click Agree to the license agreement before clicking on Continue again.
7 - Click on Install
8 - You’ll be prompted to give your password, which is usually the one that you also use to unlock your Mac when you start it up. After you enter your password, click on Install Software.
9 - Click on Continue. You can install Microsoft Visual Studio Code if you like, but it is not required. It is an Integrated Development Environment. You can learn about Python Integrated Development Environments here.
10 - You should get a screen saying the installation has completed. Close the installer and move it to the trash.
Test your Installation
1 - Open a new terminal on your Mac. You can do this by clicking on the Spotlight magnifying glass at the top right of the screen, type “terminal” then click on the terminal icon. Now, type the following command into your terminal
If you had chosen a Python 3 version of Anaconda (like the one in the image above), you will get an output similar to above.
If you had chosen a Python 2 version of Anaconda, you should get a similar output to the one below.
2 - Another good way to test your installation is to try and open a Jupyter Notebook. You can type the command below in your terminal to open a Jupyter Notebook. If the command fails, chances are that Anaconda isn’t in your path. See the next section on Common Issues.
The image below shows a Jupyter Notebook in action. Jupyter notebooks contain both code and rich text elements, such as figures, links, and equations. You can learn more about Jupyter Notebooks here.
Common Issues
The image below shows step 5 of the Graphical Installation of Anaconda from earlier in this tutorial. Notice that when you install Anaconda, it modifies your .bash_profile to put Anaconda in your path.
The problem is that sometimes people have installed multiple different versions of Anaconda and consequently they have multiple versions of Anaconda in their path. For example, say a person needs Python 2 and they install a Python 2 version of Anaconda, That same person then finds that they need Python 3, so they install a Python 3 version of Anaconda. The problem is that you really only need 1 version of Anaconda. A lot of people think that is that if you install a Python 2 version of Anaconda, you are stuck with Python 2. Anaconda is also an environment manager and makes it very easy to go back and forth between Python 2 and 3 on a single installation of Anaconda (learn more here).
To see if you have more than 1 version of anaconda installed and to fix it if you do, let’s first look at your .bash_profile.
1 - Open a new terminal and go to your home directory. You can do this by using the command below.
2 - Use the
cat
command to see the contents of the hidden file .bash_profile. Type the following command into your terminal.You should only see one anaconda version added to your path as you see below, this isn’t a problem for you. Move to the conclusion of the tutorial.
If you see more than one Anaconda version, proceed to step 3.
3 - To remove the old version of Anaconda from your .bash_profile use the command below to edit the file using the nano editor.
From the image above, notice there is a newer Version of Anaconda. Simply remove the older version of Anaconda. Type control + X to exit out of nano.
Save changes by typing Y.
Close that terminal and open a new one. You should be okay now. Keep in mind that this isn’t the only issue you can have when installing Anaconda, but it is a very common issue.
Conclusion
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This tutorial provided a quick guide to install Anaconda on Mac as well as dealing with a common installation issue. A graphical install of Anaconda isn’t the only way to install Anaconda as you can Install Anaconda by a Command Line Installer, but it is the easiest. If you aren’t sure what to do after installing Anaconda, here are a few things you can do:
- If you would like to learn more about Anaconda, you can learn about more here.
- If you want to start coding on your local computer, you can check out the the Jupyter Notebook Definitive Guide to learn how to code in Jupyter Notebooks.
- If you want to learn Python, you can check out DataCamp's Intro to Python for Data Science course.
If you any questions or thoughts on the tutorial, feel free to reach out in the comments below or through Twitter.
If you’ve installed Anaconda, the powerful manager, and now would like to uninstall it, here it is. This post will discuss how to remove Anaconda and free up space for other important files.
To do a clean uninstall of Anaconda, we will use a couple of ways.
So, without any further delay, let’s get started.
What is Anaconda?
You probably must’ve heard about Anaconda, the giant snake, right? But trust me, the Anaconda we are talking about here comprises machine learning, data sciences, scientific computing, and artificial intelligence. All these predictive analytics are done by writing in Python, a scripting language.
Anaconda is a free and open-source distribution for Python and R programming languages. The distribution runs on Windows, Linux, macOS, and it includes data-science packages.
Well, this is what Anaconda on Mac means. Now let’s learn how to delete it from Mac.
How to uninstall Anaconda on Mac?
Anaconda can be removed from macOS in a few different ways. The easiest of all is using the best Mac uninstaller applications. But not all like to spend money on an uninstaller. So first, we will discuss how to uninstall Anaconda from Mac via Terminal.
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How to remove Anaconda from Mac manually?
To uninstall Anaconda from Mac, follow the steps below:
1. Head to the Applications folder > Utilities > Activity Monitor.
2. Search for processes named “Anaconda.”
3. When you find one, select and press the Quit Process.
4. Once all processes are closed, quit Activity Monitor.
5. Now head to the Applications folder and look for Anaconda.
6. Right-click Move to Trash.
Read more: How to force quit an application on Mac
This won’t remove all the files; hence we will need to look for all the related files. Mac’s Library folder is a good place to start. For this launch, Finder > Go > Go to Folder.
Here type
~/Library > Go
.Look for a called “Receipts” and select the files listed below.
io.continuum.pkg.anaconda-client.bom
io.continuum.pkg.anaconda-client.plist
io.continuum.pkg.anaconda-navigator.bom
io.continuum.pkg.anaconda-navigator.plist
io.continuum.pkg.anaconda-project.bom
io.continuum.pkg.anaconda-project.plist
io.continuum.pkg.anaconda.bom
Io.continuum.pkg.anaconda.plist
Select them and move them to Trash.
This will help remove Anaconda along with its traces.
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How to remove Anaconda via Terminal
If you don’t want to go to the Finder and search for files, there’s an easy way. For this, we will use the Terminal command. It will help uninstall Anaconda and remove its related files.
To delete Anaconda via Terminal on macOS, follow the steps below:
1. Head to Applications > Utilities > Terminal.
2. Type: conda install anaconda-clean
3. Hit Return.
4. Now, type:
anaconda-clean –yes
.5. This will clean Anaconda.
6. Now type
rm -rf ~/anaconda2 or rm -rf ~/anaconda3
and press ReturnNote: This will remove the Anaconda directory, saved in the Home folder
7. Finally, type
rm -rf ~/.anaconda_backup
. This will remove the backup folder created by the “Clean” command.Reset Bash_profile
The last step to completely remove Anaconda is to remove the line in your Bash_profile. Anaconda added this.
For, this follows the steps below:
- Head to the User folder.
- Press Command + Shift and look for “.bash_profile.”
- Locate the line: users/[your username]/anaconda3
- Delete it.
- Save the file and exit.
Using these simple and easy to use steps, you can easily remove Anaconda from macOS.
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4. Run the scan and wait for it to finish.
5. Once you have the scan result, select Anaconda to remove it.
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