Install Apache Spark using Homebrew. Homebrew can be used to install other technologies like Apache Spark. Apache Spark is not the easiest to install, but Homebrew makes it easier. The steps below go over how to install Apache Spark using Homebrew. Look to see if there is a Apache Spark package on Homebrew using the command below.
The installer prompts you to click Enter to accept the default install location, CTRL-C to cancel the installation, or specify an alternate installation directory. If you accept the default install location, the installer displays “PREFIX=/home//anaconda” and continues the installation. It may take a few minutes to complete. Anaconda Easy Button - Microsoft SQL Server and Python May 09, 2017. Python on a Mac to connect to SQL Server, however with Microsoft's renewed support for Python and Microsoft's own Mac Homebrew packages it is now the case that pyodbc is the leader.
This page describes how Python is handled in Homebrew for users. See Python for Formula Authors for advice on writing formulae to install packages written in Python.
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Homebrew should work with any CPython and defaults to the macOS system Python.
Homebrew provides formulae to brew Python 3.x.
Homebrew provided a python@2 formula until the end of 2019, at which point it was removed due to the Python 2 deprecation.
Important: If you choose to use a Python which isn’t either of these two (system Python or brewed Python), the Homebrew team cannot support any breakage that may occur.
Python 3.x
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Homebrew provides a formula for Python 3.x (python@3.x).
Important: Python may be upgraded to a newer version at any time. Consider using a versionmanager such as pyenv if you require stability of minor or patch versions for virtual environments.
The executables are organised as follows:
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python3points to Homebrew’s Python 3.x (if installed)pip3points to Homebrew’s Python 3.x’s pip (if installed)
Unversioned symlinks for python, python-config, pip etc. are installed here:
Setuptools, Pip, etc.
The Python formulae install pip (as pip3) and Setuptools.
Setuptools can be updated via pip3, without having to re-brew Python:
Similarly, pip3 can be used to upgrade itself via:
site-packages and the PYTHONPATH
The site-packages is a directory that contains Python modules (especially bindings installed by other formulae). Homebrew creates it here:
So, for Python 3.y.z, you’ll find it at /usr/local/lib/python3.y/site-packages.
Python 3.y also searches for modules in:
/Library/Python/3.y/site-packages~/Library/Python/3.y/lib/python/site-packages
Homebrew’s site-packages directory is first created if (1) any Homebrew formula with Python bindings are installed, or (2) upon brew install python.
Why here?
The reasoning for this location is to preserve your modules between (minor) upgrades or re-installations of Python. Additionally, Homebrew has a strict policy never to write stuff outside of the brew --prefix, so we don’t spam your system.
Homebrew-provided Python bindings
Some formulae provide Python bindings.
Warning! Python may crash (see Common Issues) if you import <module> from a brewed Python if you ran brew install <formula_with_python_bindings> against the system Python. Office for apple mac. If you decide to switch to the brewed Python, then reinstall all formulae with Python bindings (e.g. pyside, wxwidgets, pygtk, pygobject, opencv, vtk and boost-python).
Policy for non-brewed Python bindings
These should be installed via pip install <package>. To discover, you can use pip search Iso to usb boot for mac. or https://pypi.python.org/pypi.
Note: macOS’s system Python does not provide pip. Follow the pip documentation to install it for your system Python if you would like it.
Brewed Python modules
For brewed Python, modules installed with pip3 or python3 setup.py install will be installed to the $(brew --prefix)/lib/pythonX.Y/site-packages directory (explained above). Executable Python scripts will be in $(brew --prefix)/bin.
The system Python may not know which compiler flags to set in order to build bindings for software installed in Homebrew so you may need to run:
Virtualenv
WARNING: When you brew install formulae that provide Python bindings, you should not be in an active virtual environment.
Activate the virtualenv after you’ve brewed, or brew in a fresh terminal window.Homebrew will still install Python modules into Homebrew’s site-packages and not into the virtual environment’s site-package.
Virtualenv has a --system-site-packages switch to allow “global” (i.e. Homebrew’s) site-packages to be accessible from within the virtualenv.
Why is Homebrew’s Python being installed as a dependency?
Formulae that declare an unconditional dependency on the 'python' formula are bottled against Homebrew’s Python 3.x and require it to be installed.