Update Dockerfile

.github/workflows/perf-bench.yml

@@ -32,7 +32,7 @@ jobs:
     - name: Install data-juicer
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
+        docker compose exec ray-head bash -c 'uv pip install --system -e .\[all\]'
 
     - name: Clean dataset cache
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker

.github/workflows/unit-test-partial.yml

@@ -31,12 +31,12 @@ jobs:
     - name: Install data-juicer
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
+        docker compose exec ray-head bash -c 'uv pip install --system -e .\[all\]'
 
     - name: Print Pip Dependency Tree
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system pipdeptree'
+        docker compose exec ray-head bash -c 'uv pip install --system pipdeptree'
         docker compose exec ray-head bash -c 'pipdeptree'
 
     - name: Clean dataset cache
@@ -90,8 +90,8 @@ jobs:
     - name: Install data-juicer
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
-        docker compose exec ray-worker bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
+        docker compose exec ray-head bash -c 'uv pip install --system -e .\[all\]'
+        docker compose exec ray-worker bash -c 'uv pip install --system -e .\[all\]'
 
     - name: Clean dataset cache
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
@@ -140,7 +140,7 @@ jobs:
     - name: Install coverage
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system coverage'
+        docker compose exec ray-head bash -c 'uv pip install --system coverage'
 
     - name: Download Coverage Report Standalone
       uses: actions/download-artifact@v4

.github/workflows/unit-test.yml

@@ -32,13 +32,13 @@ jobs:
     - name: Install data-juicer
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
-        docker compose exec ray-worker bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
+        docker compose exec ray-head bash -c 'uv pip install --system -e .\[all\]'
+        docker compose exec ray-worker bash -c 'uv pip install --system -e .\[all\]'
 
     - name: Print Pip Dependency Tree
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system pipdeptree'
+        docker compose exec ray-head bash -c 'uv pip install --system pipdeptree'
         docker compose exec ray-head bash -c 'pipdeptree'
 
     - name: Clean dataset cache
@@ -87,8 +87,8 @@ jobs:
     - name: Install data-juicer
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
-        docker compose exec ray-worker bash -c '/root/.local/bin/uv pip install --system -e .\[all\]'
+        docker compose exec ray-head bash -c 'uv pip install --system -e .\[all\]'
+        docker compose exec ray-worker bash -c 'uv pip install --system -e .\[all\]'
 
     - name: Clean dataset cache
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
@@ -139,7 +139,7 @@ jobs:
     - name: Install coverage
       working-directory: dj-${{ github.run_id }}/.github/workflows/docker
       run: |
-        docker compose exec ray-head bash -c '/root/.local/bin/uv pip install --system coverage'
+        docker compose exec ray-head bash -c 'uv pip install --system coverage'
 
     - name: Download Coverage Report Standalone
       uses: actions/download-artifact@v4

Dockerfile

@@ -1,45 +1,96 @@
 # The data-juicer image includes all open-source contents of data-juicer,
 # and it will be installed in editable mode.
 
-FROM nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04
+FROM nvidia/cuda:12.6.3-cudnn-devel-ubuntu24.04
 
-# change to aliyun source
+# avoid hanging on interactive installation
+ENV DEBIAN_FRONTEND=noninteractive
+
+# add aliyun apt source mirrors for faster download in China
 RUN sed -i 's/archive.ubuntu.com/mirrors.aliyun.com/g' /etc/apt/sources.list \
     && sed -i 's/security.ubuntu.com/mirrors.aliyun.com/g' /etc/apt/sources.list
 
-# install python 3.10
-RUN DEBIAN_FRONTEND=noninteractive apt-get update \
-    && DEBIAN_FRONTEND=noninteractive apt-get install -y git curl vim wget python3.10 libpython3.10-dev python3-pip libgl1-mesa-glx libglib2.0-0 \
-    && ln -sf /usr/bin/python3.10  /usr/bin/python3 \
-    && ln -sf /usr/bin/python3.10  /usr/bin/python \
-    && apt-get autoclean && rm -rf /var/lib/apt/lists/* \
-    && pip install --upgrade pip -i https://pypi.tuna.tsinghua.edu.cn/simple
+# install some basic system dependencies
+RUN apt-get update && apt-get install -y \
+    git curl vim wget aria2 openssh-server gnupg build-essential cmake gfortran \
+    ffmpeg libsm6 libxext6 libgl1 libglx-mesa0 libglib2.0-0 libosmesa6-dev \
+    freeglut3-dev libglfw3-dev libgles2-mesa-dev vulkan-tools \
+    libopenblas-dev liblapack-dev postgresql postgresql-contrib libpq-dev \
+    software-properties-common \
+    && rm -rf /var/lib/apt/lists/*
+
+# install Git LFS
+RUN curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh   | /bin/bash \
+    && apt-get install -y git-lfs && git lfs install
+
+# install gcc-11 and g++-11
+RUN apt-get update && \
+    apt-get install -y gcc-11 g++-11 && \
+    update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-11 200 && \
+    update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-11 200
+
+# set up Vulkan for NVIDIA
+ENV NVIDIA_VISIBLE_DEVICES=all NVIDIA_DRIVER_CAPABILITIES=all VK_DRIVER_FILES=/etc/vulkan/icd.d/nvidia_icd.json
+RUN mkdir -p /etc/vulkan/icd.d /etc/vulkan/implicit_layer.d /usr/share/glvnd/egl_vendor.d
+RUN wget https://pai-vision-data-sh.oss-cn-shanghai.aliyuncs.com/aigc-data/isaac/nb10/nvidia_icd.json   -O /etc/vulkan/icd.d/nvidia_icd.json
+RUN wget https://pai-vision-data-sh.oss-cn-shanghai.aliyuncs.com/aigc-data/isaac/nb10/nvidia_layers.json   -O /etc/vulkan/implicit_layer.d/nvidia_layers.json
+RUN wget https://pai-vision-data-sh.oss-cn-shanghai.aliyuncs.com/aigc-data/isaac/nb10/10_nvidia.json   -O /usr/share/glvnd/egl_vendor.d/10_nvidia.json
+RUN wget https://pai-vision-data-sh.oss-cn-shanghai.aliyuncs.com/aigc-data/isaac/nb10/50_mesa.json   -O /usr/share/glvnd/egl_vendor.d/50_mesa.json
 
-# install 3rd-party system dependencies
-RUN DEBIAN_FRONTEND=noninteractive apt-get update \
-    && DEBIAN_FRONTEND=noninteractive apt-get install -y ffmpeg libsm6 libxext6 software-properties-common build-essential cmake gfortran libopenblas-dev liblapack-dev postgresql postgresql-contrib libpq-dev
+# install Python 3.11
+RUN add-apt-repository -y ppa:deadsnakes/ppa && \
+    apt-get update && \
+    apt-get install -y python3.11 python3.11-dev python3.11-venv python3.11-distutils && \
+    # set the default Python
+    update-alternatives --install /usr/bin/python python /usr/bin/python3.11 1 && \
+    update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 && \
+    # install pip
+    curl https://bootstrap.pypa.io/get-pip.py   | python3.11 && \
+    pip install --upgrade pip
 
-# prepare the java env
+# install uv
+RUN pip install uv -i https://pypi.tuna.tsinghua.edu.cn/simple
+
+# install java
 WORKDIR /opt
-# download jdk
-RUN wget https://aka.ms/download-jdk/microsoft-jdk-17.0.9-linux-x64.tar.gz -O jdk.tar.gz \
+RUN wget https://aka.ms/download-jdk/microsoft-jdk-17.0.9-linux-x64.tar.gz   -O jdk.tar.gz \
     && tar -xzf jdk.tar.gz \
     && rm -rf jdk.tar.gz \
     && mv jdk-17.0.9+8 jdk
-
-# set the environment variable
 ENV JAVA_HOME=/opt/jdk
+ENV PATH=$JAVA_HOME/bin:$PATH
 
-WORKDIR /data-juicer
+# install Isaac Sim
+ENV UV_HTTP_TIMEOUT=300
+RUN uv pip install isaacsim[all,extscache]==5.1.0 --extra-index-url https://pypi.nvidia.com --system
 
-# install uv
-RUN pip install uv -i https://pypi.tuna.tsinghua.edu.cn/simple
+# install Isaac Lab 2.3
+ENV ACCEPT_EULA=Y
+ENV OMNI_KIT_ACCEPT_EULA=Y
+RUN mkdir -p /third-party
+RUN uv pip install usd-core --system
+# clone and install Isaac Lab
+RUN cd /tmp && git clone https://github.com/isaac-sim/IsaacLab.git isaaclab && mv /tmp/isaaclab /third-party/isaaclab \
+    && cd /third-party/isaaclab \
+    && git checkout v2.3.0 \
+    && ./isaaclab.sh --install
+
+# set env vars for Isaac Lab
+ENV ISAACLAB_ROOT_PATH=/third-party/isaaclab ISAACLAB_VERSION=2.3.0
 
-# install requirements which need to be installed from source
+# modify assets.py for customized assets
+RUN wget https://pai-vision-data-sh.oss-cn-shanghai.aliyuncs.com/aigc-data/isaac/assets.py -O /third-party/isaaclab/source/isaaclab/isaaclab/utils/assets.py
+
+WORKDIR /data-juicer
+
+# install basic dependencies for Data-Juicer
 RUN uv pip install --upgrade setuptools==69.5.1 setuptools_scm -i https://pypi.tuna.tsinghua.edu.cn/simple --system \
-    && uv pip install http://dail-wlcb.oss-cn-wulanchabu.aliyuncs.com/data_juicer/recognize-anything-main.zip -i https://pypi.tuna.tsinghua.edu.cn/simple --system
+    && uv pip install git+https://github.com/datajuicer/recognize-anything.git -i https://pypi.tuna.tsinghua.edu.cn/simple --system
 
-# install data-juicer then
+# copy source code and install
 COPY . .
 RUN uv pip install -v -e .[all] -i https://pypi.tuna.tsinghua.edu.cn/simple --system \
     && python -c "import nltk; nltk.download('punkt_tab'); nltk.download('punkt'); nltk.download('averaged_perceptron_tagger');  nltk.download('averaged_perceptron_tagger_eng')"
+
+# 最终入口配置
+CMD ["/bin/bash"]