| #!/usr/bin/env bash | |
| # Copyright (c) 2023, 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. | |
| # Use this script to install KenLM, OpenSeq2Seq decoder, Flashlight decoder, OpenGRM Ngram tool to contaner | |
| # How to use? Build it from NeMo root folder: | |
| # 1. git clone https://github.com/NVIDIA/NeMo.git && cd NeMo | |
| # 2. DOCKER_BUILDKIT=1 docker build -t nemo:23.03.1 -f ./scripts/installers/Dockerfile.ngramtools . | |
| FROM python:3.11 | |
| RUN --mount=target=/tmp/packages.txt,source=packages.txt apt-get update && xargs -r -a /tmp/packages.txt apt-get install -y && rm -rf /var/lib/apt/lists/* | |
| RUN --mount=target=/tmp/pre-requirements.txt,source=pre-requirements.txt pip install --no-cache-dir -r /tmp/pre-requirements.txt | |
| WORKDIR /workspace | |
| RUN git clone https://github.com/NVIDIA/NeMo nemo | |
| WORKDIR /workspace/nemo | |
| RUN git checkout r2.0.0rc1 | |
| RUN ./reinstall.sh | |
| RUN --mount=target=/tmp/requirements.txt,source=requirements.txt pip install --no-cache-dir -r /tmp/requirements.txt | |
| WORKDIR /workspace/nemo | |
| ENV TAR_OPTIONS="--no-same-owner" | |
| COPY ./install_beamsearch_decoders.sh /workspace/nemo/scripts/asr_language_modeling/ngram_lm/install_beamsearch_decoders.sh | |
| RUN /bin/bash scripts/asr_language_modeling/ngram_lm/install_beamsearch_decoders.sh | |
| # Set up a new user named "user" with user ID 1000 | |
| RUN useradd -m -u 1000 user | |
| # Switch to the "user" user | |
| USER user | |
| # Set home to the user's home directory | |
| ENV HOME=/home/user \ | |
| PATH=/home/user/.local/bin:$PATH | |
| # Set the working directory to the user's home directory | |
| WORKDIR $HOME/app | |
| # Copy the current directory contents into the container at $HOME/app setting the owner to the user | |
| COPY --chown=user . $HOME/app | |
| CMD ["python", "app.py"] | |