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# Use the official Python 3.10 image
FROM python:3.10
# Set the working directory in the container
WORKDIR /app
# Install system dependencies
RUN apt-get update && apt-get install -y \
git \
git-lfs \
ffmpeg \
libsm6 \
libxext6 \
cmake \
rsync \
libgl1-mesa-glx
# Copy requirements.txt to the working directory
COPY requirements.txt .
# Upgrade pip to avoid any compatibility issues
RUN pip install --upgrade pip
RUN pip install --upgrade transformers # Upgrade transformers here
# Check transformers version
RUN python -c "import transformers; print(transformers.__version__)"
RUN python test_import.py
RUN pip show transformers
RUN python -c "from transformers import SegformerForImageSegmentation"
# Install the required Python packages
RUN pip install -r requirements.txt
RUN pip install --upgrade transformers # Upgrade transformers here
# Check transformers version
RUN python -c "import transformers; print(transformers.__version__)"
RUN python test_import.py
# Copy the rest of the application code to the working directory
COPY . .
COPY test_import.py
# Command to run the app with Streamlit
CMD ["streamlit", "run", "app.py", "--server.port=8080", "--server.address=0.0.0.0"]
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