ARG NIGHTLY_DATE="20240828"
ARG BASE_IMAGE="us-central1-docker.pkg.dev/tpu-pytorch-releases/docker/xla:nightly_3.10_tpuvm_$NIGHTLY_DATE"

FROM $BASE_IMAGE
WORKDIR /workspace

# Install some basic utilities
RUN apt-get update && apt-get install -y \
    git \
    ffmpeg libsm6 libxext6 libgl1

# Install the TPU and Pallas dependencies.
RUN --mount=type=cache,target=/root/.cache/pip \
    python3 -m pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
RUN --mount=type=cache,target=/root/.cache/pip \
    python3 -m pip install torch_xla[pallas] -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html

# Build vLLM.
COPY . /workspace/vllm
ENV VLLM_TARGET_DEVICE="tpu"
RUN --mount=type=cache,target=/root/.cache/pip \
    --mount=type=bind,source=.git,target=.git \
     cd /workspace/vllm && \
    python3 -m pip install \
        cmake>=3.26 ninja packaging setuptools-scm>=8 wheel jinja2 \
        -r requirements-tpu.txt
RUN cd /workspace/vllm && python3 setup.py develop

CMD ["/bin/bash"]
