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Conda Install Python 3.8
OS X-Deciding between anaconda and homebrew Python environments (2)
I use Python extensively on my Mac OS X, for both numerical applications and web development (roughly equally). I checked the number of Python installations I had on my laptop recently, and was shocked to find four:
Mar 22, 2019 The World’s Most Popular Python/R Data Science Platform. And Mac OS X. With over 11 million users worldwide. Install anaconda via homebrew. Install anaconda via brew cask by executing. Aug 19, 2020 Or you already have an environment than to install packages in that: conda install -n firstenv python numpy scipy. To use any specific version of the package, let’s say Python 3.6, instead of writing the only python specify the version along with it, example python=3.6. In this way, we can install whatever the available packages we want.
I decided to unify all of this, and use
conda
. I removed the Homebrew version and the Python.org download (kept the main system one). Conda is great for numerical computing, because I can install Jupyter/Numpy/Pandas in the root environment, and not have to bother install virtualenvs for every project.But now my entire web development workflow is messed up. None of my virtualenvs work, since apparently one's not supposed to use conda and virtualenv together. I tried to create conda environments from the
requirements.txt
file. One package I was using with django was 'markdown_deux', which is not available in the Conda repo. I looked at ways of building it, but creating a recipe takes a lot of effort (create YAML file, etc.)![Best way to install python on mac Best way to install python on mac](https://static0.makeuseofimages.com/wordpress/wp-content/uploads/2018/01/install-pip-python-670x335.jpg)
Has anyone found a good compromise for this? I'm thinking of going back to the homebrew version for general use, and writing an alias for changing the path back to the conda version as necessary. Though this will also require tracking which one I'm using now.
I use Homebrew Python for all my projects (data science, some web dev).
Conda is nothing fancy, you can have the same packages by hand with a combination of
pip
and Homebrew science. Actually, it is even better because you have more control on what you install.Mac Install Conda
You can use your virtualenvs only when you do web development. For the numerical applications you will probably want to have the latest versions of your packages at all times.
If you want to update all your packages at once with pip, you can use this command:
Miniconda is a free minimal installer for conda. It is a small, bootstrapversion of Anaconda that includes only conda, Python, the packages they dependon, and a small number of other useful packages, including pip, zlib and afew others. Super mp3 converter 6 2 23. Use the
condainstallcommand
to install 720+ additional condapackages from the Anaconda repository.See if Miniconda is right for you.
Windows installers¶
Python version | Name | Size | SHA256 hash |
---|---|---|---|
Python 3.8 | Miniconda3 Windows 64-bit | 55.7 MiB | 1f4ff67f051c815b6008f144fdc4c3092af2805301d248b56281c36c1f4333e5 |
Miniconda3 Windows 32-bit | 49.6 MiB | 415920293ae005a17afaef4c275bd910b06c07d8adf5e0cbc9c69f0f890df976 | |
Python 2.7 | Miniconda2 Windows 64-bit | 54.1 MiB | 6973025404832944e074bf02bda8c4594980eeed4707bb51baa8fbdba4bf326c |
Miniconda2 Windows 32-bit | 47.7 MiB | c8049d26f8b6b954b57bcd4e99ad72d1ffa13f4a6b218e64e641504437b2617b |
MacOSX installers¶
Python version | Name | Size | SHA256 hash |
---|---|---|---|
Python 3.8 | Miniconda3 MacOSX 64-bit bash | 53.2 MiB | 9b9a353fadab6aa82ac0337c367c23ef842f97868dcbb2ff25ec3aa463afc871 |
Miniconda3 MacOSX 64-bit pkg | 61.3 MiB | 2a0e87c353eba5f71b01bd379b3ce9a21855fa42fc3bb854a33f0ea37bfc0ec1 | |
Python 2.7 | Miniconda2 MacOSX 64-bit bash | 40.3 MiB | 0e2961e20a2239c140766456388beba6630f0c869020d2bd1870c3d040980b45 |
Miniconda2 MacOSX 64-bit pkg | 48.4 MiB | 9ca4313e8162a939c7a5a4f48d657722594f8db9a98472803d63c3a7f66fa1da |
Linux installers¶
Python version | Name | Size | SHA256 hash |
---|---|---|---|
Python 3.8 | Miniconda3 Linux 64-bit | 88.7 MiB | 879457af6a0bf5b34b48c12de31d4df0ee2f06a8e68768e5758c3293b2daf688 |
Python 3.7 | Miniconda3 Linux 32-bit | 62.7 MiB | f387eded3fa4ddc3104b7775e62d59065b30205c2758a8b86b4c27144adafcc4 |
Python 2.7 | Miniconda2 Linux 64-bit | 48.7 MiB | b820dde1a0ba868c4c948fe6ace7300a252b33b5befd078a15d4a017476b8979 |
Miniconda2 Linux 32-bit | 39.0 MiB | 2e20ac4379ca5262e7612f84ad26b1a2f2782d0994facdecb28e0baf51749979 |
![Condado Condado](https://us.v-cdn.net/6030995/uploads/lithium_attachments/image/serverpage/image-id/2908i5FA657D4480A8B0A/conda-graphviz.png)
Installing¶
- See hashes for all Miniconda installers.
- Verify your installation.
- Installationinstructions.
Other resources¶
These Miniconda installers contain the condapackage manager and Python. Once Miniconda isinstalled, you can use the conda command to installany other packages and create environments, etc.For example:
There are two variants of the installer: Minicondais Python 2 based and Miniconda3 is Python 3 based.Note that the choice of which Miniconda isinstalled only affects the root environment.Regardless of which version of Miniconda youinstall, you can still install both Python 2.x andPython 3.x environments.
The other difference is that the Python 3 versionof Miniconda will default to Python 3 when creatingnew environments and building packages. So forinstance, the behavior of:
will be to install Python 2.7 with the Python 2Miniconda and to install Python 3.8 with the Python3 Miniconda. You can override the default byexplicitly setting
python=2
or python=3
. Italso determines the default value of CONDA_PY
when using condabuild
.Note
Conda Install Python 3.7
If you already have Miniconda or Anacondainstalled, and you just want to upgrade, you shouldnot use the installer. Just use
condaupdate
.Best Way To Install Python On Mac
For instance:
Python Conda Download
will update conda.