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Update Dockerfile
Browse files- Dockerfile +11 -4
Dockerfile
CHANGED
@@ -7,21 +7,26 @@ ENV PYTHONUNBUFFERED=1 \
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HF_HOME="/tmp/huggingface_cache" \
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HUGGINGFACE_HUB_CACHE="/tmp/huggingface_cache"
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# Set working directory
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WORKDIR /app
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# Copy requirements file
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COPY requirements.txt .
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# Install dependencies
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RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/*
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RUN python -m venv /app/venv && \
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/app/venv/bin/pip install --no-cache-dir --upgrade pip && \
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/app/venv/bin/pip install --no-cache-dir -r requirements.txt
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# Ensure the Hugging Face cache directory exists
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RUN mkdir -p $HF_HOME &&
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# Copy application files
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COPY main.py .
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@@ -30,7 +35,9 @@ COPY main.py .
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ARG HF_TOKEN
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ENV HF_TOKEN=${HF_TOKEN}
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# Pre-download models
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RUN /app/venv/bin/python -c "from transformers import pipeline; \
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pipeline('sentiment-analysis', model='Ehrii/sentiment', use_auth_token='$HF_TOKEN')" || echo 'Failed to download multilingual model'
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HF_HOME="/tmp/huggingface_cache" \
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HUGGINGFACE_HUB_CACHE="/tmp/huggingface_cache"
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# Create a non-root user
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RUN useradd --create-home --shell /bin/bash appuser
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# Set working directory
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WORKDIR /app
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# Copy requirements file
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COPY requirements.txt .
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# Install dependencies and create virtual environment
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RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/*
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RUN python -m venv /app/venv && \
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/app/venv/bin/pip install --no-cache-dir --upgrade pip && \
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/app/venv/bin/pip install --no-cache-dir -r requirements.txt
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# Ensure the Hugging Face cache directory exists and assign proper permissions
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RUN mkdir -p $HF_HOME && \
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chown -R appuser:appuser $HF_HOME && \
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chmod -R 777 $HF_HOME
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# Copy application files
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COPY main.py .
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ARG HF_TOKEN
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ENV HF_TOKEN=${HF_TOKEN}
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# Pre-download models as the new user
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USER appuser
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RUN /app/venv/bin/python -c "from transformers import pipeline; \
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pipeline('sentiment-analysis', model='Ehrii/sentiment', use_auth_token='$HF_TOKEN')" || echo 'Failed to download multilingual model'
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