FROM python:3.7.4-stretch WORKDIR /home/user RUN apt-get update && apt-get install -y \ curl \ git \ pkg-config \ cmake \ libpoppler-cpp-dev \ tesseract-ocr \ libtesseract-dev \ poppler-utils && \ rm -rf /var/lib/apt/lists/* # Install PDF converter RUN wget --no-check-certificate https://dl.xpdfreader.com/xpdf-tools-linux-4.03.tar.gz && \ tar -xvf xpdf-tools-linux-4.03.tar.gz && cp xpdf-tools-linux-4.03/bin64/pdftotext /usr/local/bin # Copy Haystack code COPY haystack /home/user/haystack/ # Copy package files & models COPY setup.py setup.cfg pyproject.toml VERSION.txt LICENSE README.md models* /home/user/ # Copy REST API code COPY rest_api /home/user/rest_api # Install package RUN pip install --upgrade pip RUN pip install --no-cache-dir .[docstores,crawler,preprocessing,ocr,ray,rest] RUN ls /home/user RUN pip freeze RUN python3 -c "from haystack.utils.docker import cache_models;cache_models()" # create folder for /file-upload API endpoint with write permissions, this might be adjusted depending on FILE_UPLOAD_PATH RUN mkdir -p /home/user/file-upload RUN chmod 777 /home/user/file-upload # optional : copy sqlite db if needed for testing #COPY qa.db /home/user/ # optional: copy data directory containing docs for ingestion #COPY data /home/user/data EXPOSE 8000 # cmd for running the API CMD ["gunicorn", "rest_api.application:app", "-b", "0.0.0.0", "-k", "uvicorn.workers.UvicornWorker", "--workers", "1", "--timeout", "180"]