Conda Cheat Sheet 4.8



The conda 4.6.0 release added improved support for interoperability between conda and pip. This feature is still experimental and is therefore off by default. With this interoperability, conda can use pip-installed packages to satisfy dependencies, cleanly remove pip-installed software, and replace them with conda packages when appropriate. Conda config -get Get all keys and values from my.condarc file conda config -get channels Get value of the key channels from.condarc file conda config -add channels pandas Add a new value to channels so conda looks for packages in this location Conda user cheat sheet For full documentation of any command, type the command followed by -help.

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  1. As soon as the work performed in the Conda environment reaches a certain level of maturity (e.g., dependencies no longer change), one can export a more comprehensive specification of the respective Conda environment via conda env export -name ENV-NAME my-dev-env.yml.
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How do I get Anaconda with Python 3.5 or 3.6?

There are three ways to get Anaconda with Python 3.5 or 3.6:

  • We recommend that you download the latest version of Anaconda and then make a Python 3.5 (or 3.6) environment.
  • Or download the latest version of Anaconda and run the following command to install Python 3.5 (or 3.6) in the root environment: condainstallpython=3.5or condainstallpython=3.6.
  • Or download the most recent Anaconda installer that included Python 3.5 (Anaconda 4.2.0) or Python 3.6 (Anaconda 5.2.0). You can download either of these from our archive. Scroll down the page until you find the version you need for your platform.

How do I get previous versions of Anaconda or older versions of packages?

You can download previous versions of Anaconda from the Anacondainstaller archive.

The installation procedures for previous versions are the same as theinstallation for the current version. For graphical installs, double clickthe downloaded installer file and follow the prompts. For command lineinstalls, run “bash filename.sh” and follow the prompts. The installerfilenames and hashes for previous versions will be different.

Conda Cheat Sheet 4.8

Older versions of packages can usually be downloaded from the packagerepository or fromhttps://anaconda.org/anaconda/PackageName.

Note

Replace PackageName with the name of the desired package.

EXAMPLE: At https://anaconda.org/anaconda/beautifulsoup4, previous versions ofbeautifulsoup4 are shown on the Files tab.

You can also search for packages from the command line withcondasearchPackageName.

I am behind a firewall. How can I download Anaconda?

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If your corporate security settings do not allow you to download a Windows .exe executable file,download our zipped file.

How can I install Anaconda on an air-gapped computer?

After you have the file, it’s the same as any other install. Save a local copyof the appropriate Anaconda installer for the non-networked computer. You cancopy the Anaconda installer using many different methods including a portablehard drive, USB drive, or CD.

4.8

After copying the installer to the air-gapped machine, follow theinstallation instructions for your operating system.

In what folder should I install Anaconda on Windows?

We recommend installing Anaconda or Miniconda into a directory that contains only 7-bitASCII characters and no spaces, such as C:anaconda. Do not install into pathsthat contain spaces such as C:ProgramFiles or that include Unicode charactersoutside the 7-bit ASCII character set. This helps ensure correct operation andno errors when using any open-source tools in either Python 3 or Python 2 condaenvironments.

Should I add Anaconda to the Windows PATH?

When installing Anaconda, we recommend that you do not add Anaconda to theWindows PATH because this can interfere with other software. Instead, openAnaconda with the Start Menu and select Anaconda Prompt, or use AnacondaNavigator (Start Menu - Anaconda Navigator).

Should I add Anaconda to the macOS or Linux PATH?

We do not recommend adding Anaconda to the PATH manually. During installation,you will be asked “Do you wish the installer to initialize Anaconda3 by runningconda init?” We recommend “yes”. If you enter “no”, then conda will not modifyyour shell scripts at all. In order to initialize after the installationprocess is done, first run source<pathtoconda>/bin/activate and thenrun condainit.

Note

Replace <path-to-anaconda> with the actual path of your installedAnaconda file.

What is the default path for installing Anaconda?

If you accept the default option to install Anaconda on the “default path”Anaconda is installed in your user home directory:

  • Windows 10: C:Users<your-username>Anaconda3
  • macOS: /Users/<your-username>/anaconda3 for the shell install, ~/opt for the graphical install. See installing on macOS.
  • Linux: /home/<your-username>/anaconda3

Note

If your username includes spaces, as is common on Windows systems, you should not accept the default path.See In what folder should I install Anaconda on Windows?

I already have Python installed. Can I install Anaconda?

You do not need to uninstall other Python installations orpackages before installing Anaconda. Even if you already have asystem Python, another Python installation from a source such asthe macOS Homebrew package manager and globally installedpackages from pip such as pandas and NumPy, you do not need touninstall, remove, or change any of them.

Install Anaconda or Miniconda normally. There is no need toset the PYTHONPATH environment variable.

To see if the conda installation of Python is in your PATHvariable:

  • On macOS and Linux, open the terminal and run echo$PATH.
  • On Windows, open an Anaconda Prompt and run echo%PATH%.

To see which Python installation is currently set as the default:

  • On macOS and Linux, open the terminal and run whichpython.
  • On Windows, open an Anaconda Prompt and run wherepython.

To see which packages are installed in your current condaenvironment and their version numbers, in your terminal windowor an Anaconda Prompt, run condalist.

How can I use Anaconda on older systems?

See Outdated operating system support.

How can I configure or opt out of the Intel Math Kernel Library (MKL)?

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For information on configuring and uninstalling MKL, see theAnaconda MKL documentation.

How can I use TKinter?

Make sure the conda package tk is installed:

If it is not installed, run:

Conda Cheat Sheet 4.80

Python programs can use TKinter with importTkinter on Python 2 or importtkinteron Python 3.

How can I use Cython on macOS?

Cython needs a C compiler, so you need to install Xcode.

How can I use Theano?

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Theano requires gcc for acceleration.

To install Theano with acceleration:

  • On Windows, run condainstalltheano.
  • On Linux and macOS run condainstallgcctheano.

Note

Theano is available from the default Anaconda channels for Windows,macOS, and Linux with the command condainstalltheano.

How can I use GPUs with Anaconda?

See Working with GPU packages.

How is CPython compiled?

  • Python 2.6 and 2.7 were compiled with Visual Studio 2008.
  • Python 3.3 and 3.4 were compiled with VS 2010.
  • Python 3.5 was compiled with VS 2015.

How do I cite Anaconda in an academic paper?

To cite Anaconda in an academic paper, use the recommended format. Example:

Anaconda Software Distribution. Computer software. Vers. 2-2.4.0. Anaconda, Nov. 2016. Web. <https://anaconda.com>.