Ray should work with Python 2 and Python 3. We have tested Ray on Ubuntu 14.04, Ubuntu 16.04, OS X 10.11 and 10.12.
Latest stable version¶
You can install the latest stable version of Ray as follows.
pip install -U ray # also recommended: ray[debug]
Trying snapshots from master¶
Here are links to the latest wheels (which are built off of master). To install these wheels, run the following command:
pip install -U [link to wheel]
|Linux Python 3.7||MacOS Python 3.7|
|Linux Python 3.6||MacOS Python 3.6|
|Linux Python 3.5||MacOS Python 3.5|
|Linux Python 3.4||MacOS Python 3.4|
|Linux Python 2.7||MacOS Python 2.7|
Building Ray from source¶
If you want to use the latest version of Ray, you can build it from source. Below, we have instructions for installing dependencies and building from source for both Linux and MacOS.
To build Ray, first install the following dependencies. We recommend using Anaconda.
For Ubuntu, run the following commands:
sudo apt-get update sudo apt-get install -y cmake pkg-config build-essential autoconf curl libtool unzip flex bison psmisc python # we install python here because python2 is required to build the webui # If you are not using Anaconda, you need the following. sudo apt-get install python-dev # For Python 2. sudo apt-get install python3-dev # For Python 3. # If you are on Ubuntu 14.04, you need the following. pip install cmake pip install cython==0.29.0
For MacOS, run the following commands:
brew update brew install cmake pkg-config automake autoconf libtool openssl bison wget pip install cython==0.29.0
If you are using Anaconda, you may also need to run the following.
conda install libgcc
Ray can be built from the repository as follows.
git clone https://github.com/ray-project/ray.git cd ray/python pip install -e . --verbose # Add --user if you see a permission denied error.
Alternatively, Ray can be built from the repository without cloning using pip.
pip install git+https://github.com/ray-project/ray.git#subdirectory=python
Test if the installation succeeded¶
To test if the installation was successful, try running some tests. This assumes that you’ve cloned the git repository.
python -m pytest -v test/mini_test.py
Cleaning the source tree¶
The source tree can be cleaned by running
git clean -f -f -x -d
ray/ directory. Warning: this command will delete all untracked files
and directories and will reset the repository to its checked out state.
For a shallower working directory cleanup, you may want to try:
rm -rf ./build
ray/. Incremental builds should work as follows:
pushd ./build && make && popd