haystack/Dockerfile-GPU
Julian Risch ac5617e757
Add basic telemetry features (#2314)
* add basic telemetry features

* change pipeline_config to _component_config

* Update Documentation & Code Style

* add super().__init__() calls to error classes

* make posthog mock work with python 3.7

* Update Documentation & Code Style

* update link to docs web page

* log exceptions, send event for raised HaystackErrors, refactor Path(CONFIG_PATH)

* add comment on send_event in BaseComponent.init() and fix mypy

* mock NonPrivateParameters and fix pylint undefined-variable

* Update Documentation & Code Style

* check model path contains multiple /

* add test for writing to file

* add test for en-/disable telemetry

* Update Documentation & Code Style

* merge file deletion methods and ignore pylint global statement

* Update Documentation & Code Style

* set env variable in demo to activate telemetry

* fix mock of HAYSTACK_TELEMETRY_ENABLED

* fix mypy and linter

* add CI as env variable to execution contexts

* remove threading, add test for custom error event

* Update Documentation & Code Style

* simplify config/log file deletion

* add test for final event being sent

* force writing config file in test

* make test compatible with python 3.7

* switch to posthog production server

* Update Documentation & Code Style

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2022-03-21 11:58:51 +01:00

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FROM nvidia/cuda:11.1-runtime-ubuntu20.04
WORKDIR /home/user
ENV LC_ALL=C.UTF-8
ENV LANG=C.UTF-8
# Install software dependencies
RUN apt-get update && apt-get install -y software-properties-common && \
add-apt-repository ppa:deadsnakes/ppa && \
apt-get install -y \
cmake \
curl \
git \
libpoppler-cpp-dev \
libtesseract-dev \
pkg-config \
poppler-utils \
python3-pip \
python3.7 \
python3.7-dev \
python3.7-distutils \
swig \
tesseract-ocr \
wget && \
rm -rf /var/lib/apt/lists/*
# Install PDF converter
RUN curl -s https://dl.xpdfreader.com/xpdf-tools-linux-4.03.tar.gz | tar -xvzf - -C /usr/local/bin --strip-components=2 xpdf-tools-linux-4.03/bin64/pdftotext
# Set default Python version
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.7 1 && \
update-alternatives --set python3 /usr/bin/python3.7
# 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-gpu,crawler,preprocessing,ocr,ray]
RUN pip install --no-cache-dir rest_api/
# Install PyTorch for CUDA 11
RUN pip3 install --no-cache-dir torch==1.10.1+cu111 -f https://download.pytorch.org/whl/torch_stable.html
# Cache Roberta and NLTK data
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/rest_api/file-upload
RUN chmod 777 /home/user/rest_api/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
ENV HAYSTACK_DOCKER_CONTAINER="HAYSTACK_GPU_CONTAINER"
# cmd for running the API (note: "--preload" is not working with cuda)
CMD ["gunicorn", "rest_api.application:app", "-b", "0.0.0.0", "-k", "uvicorn.workers.UvicornWorker", "--workers", "1", "--timeout", "180"]