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Parent(s): b8658f4
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Browse files- Dockerfile +26 -41
Dockerfile
CHANGED
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FROM python:3.10-slim
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# 1)
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ENV
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TRANSFORMERS_CACHE=/home/user/.cache/huggingface/transformers \
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DOCLING_ARTIFACTS_PATH=/home/user/.cache/docling/models \
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OMP_NUM_THREADS=2
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# 2)
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RUN apt-get update && apt-get install -y \
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build-essential git libpoppler-cpp-dev poppler-utils \
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libmagic-dev python3-dev \
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&& rm -rf /var/lib/apt/lists/*
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# 3) Create a non-root user
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RUN useradd -m -u 1000 user
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# 4)
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# 5)
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RUN mkdir -p \
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$DOCLING_ARTIFACTS_PATH \
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$HOME/app/model_cache \
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&& chown -R user:user \
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$HOME/.cache \
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$HOME/app/model_cache
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# 6)
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USER user
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RUN
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&& docling-tools models download
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# 7) Prefetch your NuExtract model into model_cache
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RUN python3 - <<EOF
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import os
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from huggingface_hub import snapshot_download
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snapshot_download(
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EOF
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#
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COPY --chown=user
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CMD ["uvicorn",
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FROM python:3.10-slim
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# 1) Variables HF avant tout
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ENV HF_HOME="/home/user/.cache/huggingface" \
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HF_HUB_CACHE="/home/user/.cache/huggingface/hub" \
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TRANSFORMERS_CACHE="/home/user/.cache/huggingface/transformers"
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# 2) Créer l’utilisateur non-root
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RUN useradd -m -u 1000 user
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# 3) Installer dépendances système
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RUN apt-get update && apt-get install -y \
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build-essential git libpoppler-cpp-dev poppler-utils libmagic-dev python3-dev \
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&& rm -rf /var/lib/apt/lists/*
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# 4) Copier requirements et installer libs Python
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WORKDIR /home/user/app
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COPY --chown=user requirements.txt .
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RUN pip install --no-cache-dir torch torchvision --extra-index-url https://download.pytorch.org/whl/cpu
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RUN pip install --no-cache-dir huggingface_hub
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RUN pip install --no-cache-dir -r requirements.txt
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# 5) Pré-créer model_cache et HF_HOME, puis chown
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RUN mkdir -p /home/user/app/model_cache $HF_HUB_CACHE \
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&& chown -R user:user /home/user/app /home/user/.cache/huggingface
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# 6) Télécharger le modèle au build-time sous l’utilisateur non-root
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USER user
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RUN python - <<EOF
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import os
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from huggingface_hub import snapshot_download
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snapshot_download(
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repo_id="numind/NuExtract-1.5-tiny",
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local_dir="/home/user/app/model_cache",
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cache_dir=os.getenv("HF_HUB_CACHE")
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)
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EOF
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# 7) Copier le reste du code et démarrer
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COPY --chown=user . .
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CMD ["uvicorn","app:app","--host","0.0.0.0","--port","7860"]
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