Build ARM wheels for Ray

[wuisawesome]

Due to user demand, we may eventually want to support ARM builds. For now, here are some instructions on how to build ray from source on ARM. This was tested using Ubuntu 20.04 on an AWS Graviton (ARM64) instance.

Building Ray on ARM.

1. Install the basic Ray dependencies.

sudo apt-get update
sudo apt-get install -y build-essential curl unzip psmisc
sudo apt-get install python3-dev python3-pip python-is-python3

pip install cython==0.29.0 pytest

2. Install bazel. Bazel doesn't come with an ARM installer script, so our ci/travis/install-bazel.sh doesn't work.

mkdir -p ~/bin
wget https://github.com/bazelbuild/bazel/releases/download/3.7.2/bazel-3.7.2-linux-arm64 -o ~/bin/bazel
chmod u+x ~/bin/bazel
echo "PATH=\$HOME/bin:\$PATH" >> ~/.bashrc
source ~/.bashrc

[javimontero]

Hey @wuisawesome,

I think that you are outputting the output of wget to ~/bin/bazel instead of the binary itself.

Other than that. Have you managed to install ray on Graviton instances? I have building errors and I have no luck.

Thanks in advance. Javi

[wuisawesome]

Yes, I tested this when creating the issue. What issues are you running into?

[nschrader]

Worked perfectly for me, just one correction like the author of the previous comment already found out:

2. Install Bazel:

mkdir -p ~/bin
wget https://github.com/bazelbuild/bazel/releases/download/3.7.2/bazel-3.7.2-linux-arm64 -O ~/bin/bazel  # captial -O
chmod u+x ~/bin/bazel
echo "PATH=\$HOME/bin:\$PATH" >> ~/.bashrc
source ~/.bashrc

3. Compile Ray:

cd ~/ray
./build.sh

4. Build Python wheel (if that's why you are here):

cd ~/ray/python
python3 setup.py bdist_wheel

There it is in ~/ray/python/dist

[ddelange]

Duplicate of https://github.com/ray-project/ray/issues/12128 ?

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[mattip]

@richardliaw what action should we take here?

[dmarkey]

With cheap AWS Graviton instances with loads of memory this would be greatly appreciated.

[dmarkey]

ray-2.2.0-cp310-cp310-linux_aarch64.zip

Here is an arm64 wheel for ubuntu 22.04 if anyone is looking for it (YMMV of course). You need to download and rename to ray-2.2.0-cp310-cp310-linux_aarch64.whl before installing with pip.

[krfricke]

We are now building wheels for every commit with #31522. We may pick this onto the latest release (2.2.0), alternatively it will be definitely included in the next release.

[jppgks]

This is awesome, thanks @krfricke ! Is there any chance of getting a PyPi release for 2.1 as well?

[krfricke]

I'll look into it - generally it should work as 2.1 also uses the new CI system.

[pcmoritz]

@jppgks Why can't you upgrade to 2.2? In general we don't backport features to old releases and encourage people to upgrade instead. If there is a blocker to upgrading, we really want to know :)