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# syntax = docker/dockerfile:1.2
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FROM python:3.8
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# Create a non-root user
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RUN useradd -m -u 1000 user
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USER user
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WORKDIR /home/user
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ENV PATH="/home/user/.local/bin:$PATH"
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# Install system packages needed for OpenCV and other dependencies
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USER root
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RUN apt-get update && \
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DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y \
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ca-certificates \
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curl \
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vim \
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sudo \
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default-jre \
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git \
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gcc \
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build-essential \
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libgl1-mesa-glx \
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libglib2.0-0 \
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netcat-openbsd \
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&& rm -rf /var/lib/apt/lists/*
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USER user
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# Install Python dependencies
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RUN pip install --no-cache-dir --upgrade pip setuptools wheel
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RUN pip install --no-cache-dir openmim
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RUN pip install --no-cache-dir torch==2.0.0
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RUN mim install mmcv-full==1.7.0
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RUN pip install --no-cache-dir mmdet==2.27.0
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RUN pip install --no-cache-dir torchserve
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# Clone and install xtcocoapi (a dependency for mmpose)
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RUN git clone https://github.com/jin-s13/xtcocoapi.git
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WORKDIR xtcocoapi
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RUN pip install --no-cache-dir -r requirements.txt
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RUN pip install -e .
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WORKDIR /home/user
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# Install additional Python packages
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RUN pip install --no-cache-dir mmpose==0.29.0
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RUN pip install --no-cache-dir torchvision==0.15.1 numpy==1.24.4
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# Copy your application code
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COPY --chown=user . .
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# Install your application's Python dependencies
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RUN pip install --no-cache-dir -e .
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# Prepare TorchServe model-store and download necessary models
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RUN mkdir -p /home/user/torchserve/model-store
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RUN wget https://github.com/facebookresearch/AnimatedDrawings/releases/download/v0.0.1/drawn_humanoid_detector.mar -P /home/user/torchserve/model-store/
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RUN wget https://github.com/facebookresearch/AnimatedDrawings/releases/download/v0.0.1/drawn_humanoid_pose_estimator.mar -P /home/user/torchserve/model-store/
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# Copy TorchServe configuration files
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COPY config.properties /home/user/torchserve/config.properties
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# COPY config.local.properties /home/user/torchserve/config.local.properties # Ensure this file exists
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# Copy the start.sh script and set executable permissions
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COPY --chmod=0755 start.sh /home/user/start.sh
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# Expose necessary ports
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EXPOSE 7860 8080 8081 8082
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# Start both TorchServe and Gradio
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CMD ["/home/user/start.sh"]
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