# syntax=docker/dockerfile:1-labs

# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

ARG BASE_IMAGE=nvcr.io/nvidia/pytorch:24.07-py3

FROM ${BASE_IMAGE} AS base-image
ENV PIP_CONSTRAINT=""
ARG IMAGE_LABEL
LABEL "nemo.library"=${IMAGE_LABEL}

ENV TRANSFORMERS_OFFLINE=0
ENV HYDRA_FULL_ERROR=1
ENV PYTHONUNBUFFERED=1

# APT packages
RUN bash -ex <<"EOF"
apt-get update
apt-get install -y bc
apt-get clean
EOF

WORKDIR /opt/NeMo
ARG TRTLLM_REPO
ARG TRTLLM_TAG
RUN --mount=type=bind,source=docker/common/install_dep.sh,target=/opt/NeMo/install_dep.sh \
  --mount=type=bind,source=external/patches,target=/opt/NeMo/external/patches bash -ex <<"EOF"

  bash /opt/NeMo/install_dep.sh --library trt --mode install
EOF

FROM base-image AS trt-llm-wheel
WORKDIR /opt/NeMo
ARG TRTLLM_REPO
ARG TRTLLM_TAG
RUN --mount=type=bind,source=docker/common/install_dep.sh,target=/opt/NeMo/install_dep.sh \
  --mount=type=bind,source=external/patches,target=/opt/NeMo/external/patches bash -ex <<"EOF"

  bash /opt/NeMo/install_dep.sh --library trtllm --mode build
EOF

FROM base-image as te-wheel
WORKDIR /opt/NeMo
ARG TE_REPO
ARG TE_TAG
RUN --mount=type=bind,source=docker/common/install_dep.sh,target=/opt/NeMo/install_dep.sh \
  --mount=type=bind,source=external/patches,target=/opt/NeMo/external/patches bash -ex <<"EOF"

  bash /opt/NeMo/install_dep.sh --library te --mode build
  ls -al /opt/Megatron-LM || true
EOF

FROM base-image as mcore-wheel
WORKDIR /opt/NeMo
ARG MLM_REPO
ARG MLM_TAG
RUN --mount=type=bind,source=docker/common/install_dep.sh,target=/opt/NeMo/install_dep.sh bash -ex <<"EOF"

  bash /opt/NeMo/install_dep.sh --library mcore --mode build
  ls -al /opt/Megatron-LM || true
EOF

FROM base-image
WORKDIR /opt/NeMo
ENV INSTALL_DIR="/opt"
RUN \
  --mount=type=bind,from=trt-llm-wheel,source=/opt/wheels/trtllm,target=/opt/wheels/trtllm \
  --mount=type=bind,from=te-wheel,source=/opt/wheels/te,target=/opt/wheels/te \
  --mount=type=bind,from=mcore-wheel,source=/opt/wheels/mcore,target=/opt/wheels/mcore \
  --mount=type=bind,source=requirements,target=/opt/NeMo/requirements \
  --mount=type=bind,source=tools/ctc_segmentation/requirements.txt,target=/opt/NeMo/tools/ctc_segmentation/requirements.txt \
  --mount=type=bind,source=docker/common/install_dep.sh,target=/opt/NeMo/install_dep.sh \
  --mount=type=bind,source=setup.py,target=/opt/NeMo/setup.py \
  --mount=type=bind,source=external/patches,target=/opt/NeMo/external/patches \
  --mount=type=bind,source=README.md,target=/opt/NeMo/README.md \
  --mount=type=bind,source=nemo/package_info.py,target=/opt/NeMo/nemo/package_info.py \
  --mount=type=bind,source=nemo/__init__.py,target=/opt/NeMo/nemo/__init__.py bash -ex <<"EOF"

    bash /opt/NeMo/install_dep.sh --library all --mode install
    pip install --no-cache-dir ".[deploy,test]"

EOF

WORKDIR /workspace
ENV PYTHONPATH="${PYTHONPATH}:/workspace/Megatron-LM"
ENV NEMO_HOME="/home/TestData/nemo_home"