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.DS_Store | ||
.git | ||
.vscode | ||
data/ |
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# See marker/settings.py for more options | ||
# The following are the default values. Uncomment and change as needed. | ||
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# Please note the order of precedence for settings: | ||
# 1. Environment variables | ||
# 2. local.env file | ||
# 3. Default values in marker/settings.py | ||
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# See # https://docs.pydantic.dev/latest/concepts/pydantic_settings/#dotenv-env-support | ||
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# TESSDATA_PREFIX setting is set in the Dockerfile | ||
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## General settings: | ||
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# TORCH_DEVICE=cpu | ||
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# How much VRAM each GPU has (in GB). | ||
# INFERENCE_RAM=12 | ||
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# How much VRAM to allocate per task (in GB). Peak marker VRAM usage is around 3GB, but avg across workers is lower. | ||
# VRAM_PER_TASK=2.5 | ||
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# Enable debug logging | ||
# DEBUG=False | ||
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# Default language we assume files to be in, should be one of the keys in TESSERACT_LANGUAGES | ||
# DEFAULT_LANG=English |
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name: Publish Docker image | ||
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on: | ||
push: | ||
branches: | ||
- master | ||
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jobs: | ||
build-and-push: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Check out the repository | ||
uses: actions/checkout@v4 | ||
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- name: Log in to Docker Hub | ||
uses: docker/login-action@v3.0.0 | ||
with: | ||
username: ${{ secrets.DOCKER_USERNAME }} | ||
password: ${{ secrets.DOCKER_PASSWORD }} | ||
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- name: Build the Docker image (CPU version) | ||
run: docker build . --file Dockerfile --tag gardner/marker:cpu-${{ github.sha }} --tag gardner/marker:latest --tag gardner/marker:cpu | ||
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- name: Push the Docker image (CPU version) | ||
run: docker push gardner/marker:cpu-${{ github.sha }} | ||
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- name: Build the Docker image (CUDA version) | ||
run: docker build . --build-arg BASE_IMAGE=pytorch/pytorch:2.1.1-cuda12.1-cudnn8-devel --file Dockerfile --tag gardner/marker:cuda-${{ github.sha }} --tag gardner/marker:cuda-latest --tag gardner/marker:cuda | ||
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- name: Push the Docker image (CUDA version) | ||
run: docker push gardner/marker:cuda-${{ github.sha }} | ||
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ARG BASE_IMAGE=python:3.10-bookworm | ||
FROM ${BASE_IMAGE} | ||
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WORKDIR /app | ||
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ARG PIP_VERSION=24.0 | ||
ARG POETRY_VERSION=1.7.1 | ||
ARG GS_VERSION=10.02.1 | ||
ARG TORCH_VERSION=2.1.2 | ||
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ENV DEBIAN_FRONTEND=noninteractive | ||
ENV GS_URL=https://github.com/ArtifexSoftware/ghostpdl-downloads/releases/download/gs10021/ghostscript-${GS_VERSION}.tar.gz | ||
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RUN apt-get update \ | ||
&& apt-get -y install apt-transport-https lsb-release wget gnupg2 \ | ||
&& wget -O - https://notesalexp.org/debian/alexp_key.asc | apt-key add - \ | ||
&& echo "deb https://notesalexp.org/tesseract-ocr5/$(lsb_release -cs)/ $(lsb_release -cs) main" > /etc/apt/sources.list.d/notesalexp.list \ | ||
&& apt-get update \ | ||
&& apt-get install -y \ | ||
build-essential \ | ||
cmake \ | ||
libmagic1 \ | ||
libtesseract-dev \ | ||
ocrmypdf \ | ||
python3-dev \ | ||
python3-pip \ | ||
tesseract-ocr \ | ||
tesseract-ocr-deu \ | ||
tesseract-ocr-eng \ | ||
tesseract-ocr-fra \ | ||
tesseract-ocr-por \ | ||
tesseract-ocr-rus \ | ||
tesseract-ocr-spa \ | ||
&& rm -rf /var/lib/apt/lists/* | ||
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RUN wget -q ${GS_URL} \ | ||
&& tar -xvf ghostscript-${GS_VERSION}.tar.gz \ | ||
&& cd ghostscript-${GS_VERSION} \ | ||
&& ./configure \ | ||
&& make -j $(nproc) \ | ||
&& make install \ | ||
&& cd .. \ | ||
&& rm -rf ghostscript-${GS_VERSION} ghostscript-${GS_VERSION}.tar.gz | ||
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RUN pip install pip==${PIP_VERSION} \ | ||
&& pip install poetry==${POETRY_VERSION} \ | ||
&& poetry config virtualenvs.create false | ||
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# If BASE_IMAGE is pytorch/pytorch:tag then pytorch will be installed with cuda support. | ||
# If pytorch is not installed, install the cpu version. | ||
RUN python -c "import torch" \ | ||
|| pip install --extra-index-url https://download.pytorch.org/whl/cpu/ \ | ||
torch==${TORCH_VERSION} \ | ||
torchvision \ | ||
torchaudio==${TORCH_VERSION} | ||
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COPY ./pyproject.toml ./poetry.lock ./ | ||
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RUN poetry install --no-dev --no-interaction --no-ansi --no-root | ||
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ARG TESSDATA_PREFIX=/usr/share/tesseract-ocr/5/tessdata | ||
ENV TESSDATA_PREFIX=${TESSDATA_PREFIX} | ||
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# Test to make sure the TESSDATA_PREFIX is set correctly | ||
RUN find / -name tessdata 2> /dev/null | grep "${TESSDATA_PREFIX}" | ||
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COPY . . |
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# This example builds and runs the cuda version | ||
services: | ||
marker: | ||
build: | ||
context: . | ||
dockerfile: Dockerfile | ||
args: | ||
- BASE_IMAGE=pytorch/pytorch:2.1.1-cuda12.1-cudnn8-devel | ||
command: python convert_single.py /input/thinkpython.pdf /output/thinkpython.md --parallel_factor 2 --max_pages 10 | ||
shm_size: '12gb' # set this to the size of VRAM if possible | ||
volumes: | ||
- ./input:/input | ||
- ./output:/output | ||
- xdg_cache:/root/.cache | ||
environment: | ||
- NVIDIA_VISIBLE_DEVICES=all | ||
- NVIDIA_DRIVER_CAPABILITIES=compute,utility | ||
- TORCH_DEVICE=cuda | ||
- INFERENCE_RAM=12 | ||
deploy: | ||
resources: | ||
reservations: | ||
devices: | ||
- driver: nvidia | ||
count: all | ||
capabilities: [gpu] | ||
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volumes: | ||
xdg_cache: |