dev container files

.devcontainer/Dockerfile

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+# Build: sudo docker build -t <project_name> .
+# Run: sudo docker run -v $(pwd):/workspace/project --gpus all -it --rm <project_name>
+
+ARG USERNAME=kitt
+ARG USER_UID=1005
+ARG USER_GID=100
+
+
+FROM nvidia/cuda:12.1.1-base-ubuntu22.04
+
+ENV PYTHON_VERSION=3.10
+
+ENV PATH /opt/conda/bin:$PATH
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/conda/lib"
+
+ENV PYTHONIOENCODING=UTF-8
+ENV LANG=C.UTF-8
+ENV LC_ALL=C.UTF-8
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+ENV DEBIAN_FRONTEND=noninteractive
+ENV CONDA_AUTO_UPDATE_CONDA=false
+
+RUN apt update
+RUN apt install -y bash \
+    build-essential \
+    git \
+    curl \
+    ca-certificates \
+    wget \
+    && rm -rf /var/lib/apt/lists
+
+RUN echo $USERNAME
+RUN echo $USER_UID
+RUN echo $USER_GID
+
+# Create the user
+RUN groupadd -f --gid 100 users \
+    && useradd --uid 1005 --gid 100 -m kitt -s /bin/bash
+
+RUN mkdir /opt/conda \
+    && chown -R kitt:users /opt/conda
+
+USER kitt
+
+# Install Miniconda and create main env
+ADD --chown=kitt:users --chmod=744 https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh /tmp/miniconda3.sh
+RUN ls -laxoh .
+RUN /bin/bash /tmp/miniconda3.sh -b -u -p /opt/conda \
+    && rm /tmp/miniconda3.sh \
+    && /opt/conda/bin/conda install -y -c anaconda \
+    python=$PYTHON_VERSION \
+    && /opt/conda/bin/conda clean -ya
+
+RUN /opt/conda/bin/conda config --set ssl_verify False \
+    && pip install --upgrade pip --trusted-host pypi.org --trusted-host files.pythonhosted.org \
+    && echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc \
+    && echo "conda activate base" >> ~/.bashrc
+    # && ln -s /opt/conda/bin/pip /usr/local/bin/pip3
+
+# Install requirements
+COPY --chown=kitt:users requirements.txt /tmp
+RUN pip install --no-cache-dir -r /tmp/requirements.txt \
+    && rm /tmp/requirements.txt
+
+CMD ["/bin/bash"]

.devcontainer/devcontainer.json

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+{
+  "name": "Dockerfile",
+  "context": "..",
+  "dockerFile": "./Dockerfile",
+  "postCreateCommand": "chmod +x ./.devcontainer/setup.sh && sh ./.devcontainer/setup.sh",
+  "runArgs": [
+    // if you have a GPU, you can use it inside the container
+    "--gpus=all",
+    // speeds up pytorch data loading
+    "--ipc=host"
+  ],
+  "mounts": [
+    // important: see respective sections in setup.sh
+    // uncomment if you want to use your local aws credentials
+    //"source=${env:HOME}${env:USERPROFILE}/.aws,target=/root/.aws,type=bind",
+    // uncomment if you want to use the host docker socket inside the container
+    //"source=/var/run/docker.sock,target=/var/run/docker.sock,type=bind"
+    "source=${env:HOME}${env:USERPROFILE}/.cache/huggingface,target=/home/kitt/.cache/huggingface,type=bind",
+    "source=${env:HOME}${env:USERPROFILE}/.local/share/tts,target=/home/kitt/.local/share/tts,type=bind"
+  ],
+  // "remoteUser": "kitt",
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        // official docker extension to control docker on the host
+        "ms-azuretools.vscode-docker",
+        // github copilot
+        "github.copilot",
+        // gitlens - helps working in repositories
+        "eamodio.gitlens",
+        // python language support
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        // sort python imports
+        "ms-python.isort",
+        // jupyter
+        "ms-toolsai.jupyter",
+        "ms-toolsai.vscode-jupyter-cell-tags",
+        "ms-toolsai.jupyter-renderers",
+        "ms-toolsai.vscode-jupyter-slideshow",
+        // autocomplete filenames
+        "christian-kohler.path-intellisense",
+        // displays system usage in the bottom tray
+        "mutantdino.resourcemonitor",
+        // yaml language support
+        "redhat.vscode-yaml"
+        // "add.your.own.favorites",
+      ]
+    }
+  }
+}

.devcontainer/requirements.txt

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+# these requirements are only required for development inside vscode
+pre-commit      # hooks for applying linters on commit
+black           # code formatting
+isort           # import sorting
+flake8          # code analysis
+pylint          # code analysis
+bandit          # security analysis
+ipykernel       # jupyter kernel for vscode
+
+# auxiliary requirements
+read-version
+wheel
+setuptools

.devcontainer/setup.sh

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+#!/bin/bash
+
+# install dev requirements
+pip install --no-cache-dir -r ./.devcontainer/requirements.txt
+
+cd /tmp
+
+# install docker to interact with the host if you plan to use remote docker inside the devcontainer
+# for example to train a model on the host but in a container, too
+# curl -fsSL https://get.docker.com -o get-docker.sh
+# sh get-docker.sh
+
+# install aws cli to interact with the aws cli from the devcontainer
+# don't forget to configure the aws cli with your credentials inside devcontainer.json
+# apt-get install zip -y
+# curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
+# unzip awscliv2.zip
+# ./aws/install
+
+# Install diff-so-fancy
+mkdir -p /opt/diff-so-fancy/
+curl -fsSL https://github.com/so-fancy/diff-so-fancy/archive/v1.4.4.tar.gz | tar -xz -C /opt/diff-so-fancy --strip-components=1
+ln -sf /opt/diff-so-fancy/diff-so-fancy /usr/local/bin