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| FROM node:20-alpine AS frontend-builder | |
| WORKDIR /frontend | |
| COPY frontend/package*.json ./ | |
| RUN npm ci | |
| COPY frontend ./ | |
| RUN npm run build | |
| FROM python:3.11-slim | |
| ENV PYTHONDONTWRITEBYTECODE=1 \ | |
| PYTHONUNBUFFERED=1 \ | |
| PIP_NO_CACHE_DIR=1 | |
| WORKDIR /app | |
| COPY requirements.txt ./ | |
| COPY doc_intelligence/requirements.txt ./doc_intelligence/requirements.txt | |
| RUN pip install --upgrade pip && pip install -r requirements.txt | |
| COPY app.py README.md .env.example ./ | |
| COPY --from=frontend-builder /frontend/dist ./frontend/dist | |
| COPY doc_intelligence/src ./doc_intelligence/src | |
| COPY doc_intelligence/configs ./doc_intelligence/configs | |
| COPY doc_intelligence/reports/classification_artifacts ./doc_intelligence/reports/classification_artifacts | |
| # HF stores model artifacts in Git LFS. Resolve the real pickle during the | |
| # image build so the runtime never attempts to unpickle an LFS pointer file. | |
| RUN python -c "from urllib.request import urlretrieve; urlretrieve('https://huggingface.co/spaces/vettri06/Document_intelligence/resolve/main/doc_intelligence/reports/classification_artifacts/logistic_regression.pkl?download=true', '/app/doc_intelligence/reports/classification_artifacts/logistic_regression.pkl')" | |
| COPY doc_intelligence/reports/best_model_card.md ./doc_intelligence/reports/best_model_card.md | |
| COPY doc_intelligence/data/raw/invoice/ffcy0002.png ./doc_intelligence/data/raw/invoice/ffcy0002.png | |
| COPY doc_intelligence/data/raw/invoice/fflb0108.png ./doc_intelligence/data/raw/invoice/fflb0108.png | |
| COPY doc_intelligence/data/raw/receipt/cord_test-000_0.png ./doc_intelligence/data/raw/receipt/cord_test-000_0.png | |
| COPY doc_intelligence/data/raw/receipt/cord_test-000_1.png ./doc_intelligence/data/raw/receipt/cord_test-000_1.png | |
| COPY doc_intelligence/data/raw/application_form/funsd_0000971160.png ./doc_intelligence/data/raw/application_form/funsd_0000971160.png | |
| COPY doc_intelligence/data/raw/application_form/funsd_0000989556.png ./doc_intelligence/data/raw/application_form/funsd_0000989556.png | |
| # Resolve the bundled sample images from LFS as real image bytes as well. | |
| RUN python -c "from urllib.request import urlretrieve; files=['doc_intelligence/data/raw/invoice/ffcy0002.png','doc_intelligence/data/raw/invoice/fflb0108.png','doc_intelligence/data/raw/receipt/cord_test-000_0.png','doc_intelligence/data/raw/receipt/cord_test-000_1.png','doc_intelligence/data/raw/application_form/funsd_0000971160.png','doc_intelligence/data/raw/application_form/funsd_0000989556.png']; base='https://huggingface.co/spaces/vettri06/Document_intelligence/resolve/main/'; [urlretrieve(base + path + '?download=true', '/app/' + path) for path in files]" | |
| EXPOSE 7860 | |
| CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"] | |