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57 lines
2.3 KiB
57 lines
2.3 KiB
FROM tensorflow/tensorflow:2.3.0-gpu
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# why 2.3 ? I looked it up on stack overflow
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# https://stackoverflow.com/questions/50622525/which-tensorflow-and-cuda-version-combinations-are-compatible
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# here is a nice list, which tf version is compatible with which cuda
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# full list is here: https://www.tensorflow.org/install/source#gpu .. who knows when one of them will be
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# down at some point
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# from the cmmand docker run --runtime=nvidia --rm nvidia/cuda:9.0-base nvidia-smi
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# you get your installed cuda version running
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RUN useradd -ms /bin/bash pluritonian
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# docker copy commands are not longer needed, as everything is
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# organized in an overlay on the host system.. creates problems
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# with windows, but with docker copy it would create problems
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# with the formatting too..
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#COPY Translations.txt /home/pluritonian/Translations.txt
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#COPY test_runwithgen.py /home/pluritonian/test_runwithgen.py
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#COPY test_runwithload.py /home/pluritonian/test_runwithload.py
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#COPY generateModels.py /home/pluritonian/generateModels.py
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#COPY req.js /home/pluritonian/req.js
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#COPY postcommand /home/pluritonian/postcommand
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#COPY EndDokumente /home/pluritonian/EndDokumente
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#COPY german.model.big /home/pluritonian/german.model.big
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#COPY updateDatabase.py /home/pluritonian/updateDatabase.py
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#COPY txtFilesInDir2PythonListInTxtFile.py /home/pluritonian/txtFilesInDir2PythonListInTxtFile.py
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#COPY pythonlistInTxtFile2NoStopwords.py /home/pluritonian/pythonlistInTxtFile2NoStopwords.py
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#COPY pythonlistInTxtFile2lowercase.py /home/pluritonian/pythonlistInTxtFile2lowercase.py
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#COPY pythonlistInTxtFile2wordClouds.py /home/pluritonian/pythonlistInTxtFile2wordClouds.py
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#COPY FASTsearch.py /home/pluritonian/FASTsearch.py
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#COPY fastapi_server.py /home/pluritonian/fastapi_server.py
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#USER pluritonian
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WORKDIR /home/pluritonian
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RUN apt-get update && apt-get install nano
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RUN pip install joblib scikit-learn hickle==3.4.9 fastapi uvicorn[standard]
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RUN pip install idna==2.9 python-multipart==0.0.5
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RUN pip install nltk gensim
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RUN python generateModels.py
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# to let the container running:
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CMD uvicorn --host 0.0.0.0 fastapi_server:app
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# these commands are useful, if you want to try out individual steps and keep the container running to
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# try out stuff in it by executing interactive shell in the container
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#ENTRYPOINT ["tail"]
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#CMD ["-f","/dev/null"]
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