ARG PYTHON_VERSION=3.11.0 ARG POETRY_VERSION=1.5.0 FROM python:${PYTHON_VERSION} as staging ARG APP_NAME=verbanote ARG APP_PATH=/verbanote ARG PYTHON_VERSION ARG POETRY_VERSION ENV \ PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ PYTHONFAULTHANDLER=1 ENV \ POETRY_VERSION=${POETRY_VERSION} \ POETRY_HOME=/opt/poetry \ POETRY_VIRTUALENVS_IN_PROJECT=true \ POETRY_NO_INTERACTION=1 # installing poetry RUN curl -sSL https://install.python-poetry.org | python3 - ENV PATH="${POETRY_HOME}/bin:${PATH}" WORKDIR ${APP_PATH} COPY ./poetry.lock ./pyproject.toml ./README.md ./ # -------------- FROM staging as worker ARG APP_NAME=verbanote ARG APP_PATH=/verbanote ARG VERBANOTE_OUTPUT_PATH=/transcriptions ENV APP_NAME=${APP_NAME} ENV APP_PATH=${APP_PATH} ENV VERBANOTE_OUTPUT_PATH=${VERBANOTE_OUTPUT_PATH} RUN mkdir -p ${VERBANOTE_OUTPUT_PATH} WORKDIR ${APP_PATH} RUN poetry install # installing the large models # RUN poetry run ltt install --pytorch-computation-backend=cu118 torch torchvision torchaudio COPY ./${APP_NAME} ./${APP_NAME} COPY ./docker/docker-entrypoint.sh /docker-entrypoint.sh RUN chmod +x /docker-entrypoint.sh ENTRYPOINT [ "/docker-entrypoint.sh" ] CMD [ "python", "-u", "${APP_PATH}/{${APP_NAME}/rp_handler.py" ]