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Added Dockerfile
Browse files- Dockerfile +42 -0
Dockerfile
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FROM python:3.12.8
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# Set environment variables for Hugging Face, Transformers, and Matplotlib caches
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ENV HF_HOME=/tmp/huggingface_cache \
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TRANSFORMERS_CACHE=/tmp/transformers_cache \
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MPLCONFIGDIR=/tmp/matplotlib_cache
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# Pass Hugging Face token as a build argument
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ARG HF_TOKEN
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ENV HF_TOKEN=${HF_TOKEN}
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# Install necessary system dependencies
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RUN apt-get update && apt-get install -y \
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libsystemd-dev \
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libdbus-1-dev \
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libgirepository1.0-dev \
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libcairo2-dev \
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python3-dev \
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fontconfig \
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&& rm -rf /var/lib/apt/lists/*
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# Create writable directories for output and cache
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RUN mkdir -p /app/output /tmp/huggingface_cache /tmp/transformers_cache /tmp/matplotlib_cache \
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&& chmod -R 777 /app/output /tmp/huggingface_cache /tmp/transformers_cache /tmp/matplotlib_cache
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# Copy the requirements.txt into the container
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COPY requirements.txt /tmp/
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# Install Python dependencies
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RUN pip install --no-cache-dir -r /tmp/requirements.txt
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# Copy source code into the container
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COPY . /app
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# Set the working directory to the application directory
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WORKDIR /app
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# Optional: Set environment variables for better TensorFlow logging
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ENV TF_CPP_MIN_LOG_LEVEL=2
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# Command to run training and keep the app alive
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CMD ["python", "quickstart.py"]
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