base_image: "anyscale/ray-ml:pinned-nightly-py37-gpu"
env_vars: {"RAY_event_log_reporter_enabled": "1"}

python:
  pip_packages: []
  conda_packages: []

post_build_cmds:
  - pip uninstall -y numpy ray || true
  - sudo rm -rf /home/ray/anaconda3/lib/python3.7/site-packages/numpy
  - pip install numpy || true
  - pip3 install -U {{ env["RAY_WHEELS"] | default("ray") }}
  - pip install -U git+https://github.com/ray-project/ray_shuffling_data_loader.git@add-embedding-model
  - pip install ray[default]
  - pip install pyarrow
  - pip install torch torchvision
  - HOROVOD_WITH_GLOO=1 HOROVOD_WITHOUT_MPI=1 HOROVOD_WITHOUT_TENSORFLOW=1 HOROVOD_WITHOUT_MXNET=1 HOROVOD_WITH_PYTORCH=1 pip install -U git+https://github.com/horovod/horovod.git