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+# 基于最新的 CUDA 开发镜像构建
+FROM nvidia/cuda:12.2.0-devel-ubuntu22.04 AS base
+
+# 设置环境变量
+ENV USERNAME=user \
+    USER_UID=1000 \
+    USER_GID=1000 \
+    LANG=C.UTF-8 \
+    LC_ALL=C.UTF-8 \
+    NVIDIA_VISIBLE_DEVICES=all \
+    NVIDIA_DRIVER_CAPABILITIES=all \
+    EDITOR=code \
+    VISUAL=code \
+    GIT_EDITOR="code --wait" \
+    OPENVSCODE_SERVER_ROOT=/home/.vscode \
+    OPENVSCODE=/home/.vscode/bin/openvscode-server
+
+# 更新和安装必要的软件包，清理缓存以减少镜像大小
+RUN apt-get update && apt-get install -y --no-install-recommends \
+        curl \
+        git \
+        git-lfs \
+        libatomic1 \
+        locales \
+        man \
+        nano \
+        net-tools \
+        netcat \
+        openssh-client \
+        python3 \
+        python3-pip \
+        python3-venv \
+        sudo \
+        vim \
+        wget \
+        zsh \
+        zip \
+        unzip \
+        fuse \
+        ffmpeg \
+        imagemagick \
+    && git lfs install \
+    && rm -rf /var/lib/apt/lists/*
+
+# 修复 ImageMagick 策略
+RUN sed -i '/<policy domain="path" rights="none" pattern="@\*"/d' /etc/ImageMagick-6/policy.xml
+
+# 创建工作目录
+WORKDIR /home/
+
+RUN curl -O https://downloads.rclone.org/rclone-current-linux-amd64.zip && \
+    unzip rclone-current-linux-amd64.zip && cd rclone-*-linux-amd64 && cp rclone /usr/bin/ && \
+    chown root:root /usr/bin/rclone && chmod 755 /usr/bin/rclone
+    
+# 安装 Node.js 和 npm
+RUN curl -fsSL https://deb.nodesource.com/setup_20.x | sudo -E bash - && \
+    apt-get install -y nodejs && \
+    npm install -g npm@latest && \
+    npm install -g yarn
+
+# 下载并解压最新的 OpenVSCode Server 版本
+RUN RELEASE_TAG=$(curl -sX GET "https://api.github.com/repos/gitpod-io/openvscode-server/releases/latest" | awk '/tag_name/{print $4;exit}' FS='[""]') && \
+    arch=$(uname -m) && \
+    if [ "${arch}" = "x86_64" ]; then \
+        arch="x64"; \
+    elif [ "${arch}" = "aarch64" ]; then \
+        arch="arm64"; \
+    elif [ "${arch}" = "armv7l" ]; then \
+        arch="armhf"; \
+    fi && \
+    wget https://github.com/gitpod-io/openvscode-server/releases/download/${RELEASE_TAG}/${RELEASE_TAG}-linux-${arch}.tar.gz && \
+    tar -xzf ${RELEASE_TAG}-linux-${arch}.tar.gz && \
+    mv ${RELEASE_TAG}-linux-${arch} ${OPENVSCODE_SERVER_ROOT} && \
+    cp ${OPENVSCODE_SERVER_ROOT}/bin/remote-cli/openvscode-server ${OPENVSCODE_SERVER_ROOT}/bin/remote-cli/code && \
+    rm -f ${RELEASE_TAG}-linux-${arch}.tar.gz
+
+# 安装 Firefox 和 GeckoDriver
+RUN install -d -m 0755 /etc/apt/keyrings && \
+    wget -q https://packages.mozilla.org/apt/repo-signing-key.gpg -O- | tee /etc/apt/keyrings/packages.mozilla.org.asc > /dev/null && \
+    echo "deb [signed-by=/etc/apt/keyrings/packages.mozilla.org.asc] https://packages.mozilla.org/apt mozilla main" | tee /etc/apt/sources.list.d/mozilla.list > /dev/null && \
+    apt-get update && \
+    apt-get install -y firefox && \
+    wget https://github.com/mozilla/geckodriver/releases/download/v0.34.0/geckodriver-v0.34.0-linux64.tar.gz && \
+    tar -xvzf geckodriver-v0.34.0-linux64.tar.gz && \
+    sudo mv geckodriver /usr/local/bin/ && \
+    sudo chmod +x /usr/local/bin/geckodriver && \
+    geckodriver --version && \
+    rm geckodriver-v0.34.0-linux64.tar.gz
+
+# 创建用户和用户组，设置权限
+RUN groupadd --gid ${USER_GID} ${USERNAME} \
+    && useradd --uid ${USER_UID} --gid ${USERNAME} -m -s /bin/bash ${USERNAME} \
+    && echo ${USERNAME} ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/${USERNAME} \
+    && chmod 0440 /etc/sudoers.d/${USERNAME} \
+    && chmod g+rw /home \
+    && chown -R ${USERNAME}:${USERNAME} ${OPENVSCODE_SERVER_ROOT} \
+    && chown -R ${USERNAME}:${USERNAME} /home/${USERNAME}
+
+USER $USERNAME
+
+# 安装 oh-my-zsh
+RUN yes | sh -c "$(curl -fsSL https://raw.githubusercontent.com/ohmyzsh/ohmyzsh/master/tools/install.sh)"
+
+# # 安装 VSCode 插件
+RUN ${OPENVSCODE} --install-extension ms-python.python && \
+     ${OPENVSCODE} --install-extension monokai.theme-monokai-pro-vscode && \
+     ${OPENVSCODE} --install-extension zokugun.cron-tasks && \
+     ${OPENVSCODE} --install-extension golf1052.code-sync && \
+     ${OPENVSCODE} --install-extension kelvin.vscode-sshfs && \
+     ${OPENVSCODE} --install-extension nonoroazoro.syncing && \
+     ${OPENVSCODE} --install-extension zokugun.sync-settings
+
+# 复制并安装 Python 依赖，修复权限问题
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# 将 ~/.local/bin 添加到 PATH
+ENV PATH="/home/${USERNAME}/.local/bin:${PATH}"
+
+# 启用连接令牌保护，启动 OpenVSCode Server
+ENTRYPOINT ["/bin/sh", "-c", "exec $OPENVSCODE --host 0.0.0.0 --port 7860 --connection-token 'vscode'"]