8000 Merge pull request #245 from microsoft/daveta-core101 · jwiley84/botbuilder-python@34988a8 · GitHub
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Merge pull request microsoft#245 from microsoft/daveta-core101
Corebot 101 initial checkin
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‎samples/python_flask/101.corebot-bert-bidaf/Dockerfile_bot

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FROM tiangolo/uwsgi-nginx-flask:python3.6
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# Setup for nginx
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RUN mkdir -p /home/LogFiles \
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&& apt update \
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&& apt install -y --no-install-recommends vim
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EXPOSE 3978
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COPY /model /model
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# Pytorch very large. Install from wheel.
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RUN wget https://files.pythonhosted.org/packages/69/60/f685fb2cfb3088736bafbc9bdbb455327bdc8906b606da9c9a81bae1c81e/torch-1.1.0-cp36-cp36m-manylinux1_x86_64.whl
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RUN pip3 install torch-1.1.0-cp36-cp36m-manylinux1_x86_64.whl
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RUN pip3 install -e /model/
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COPY ./bot /bot
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RUN pip3 install -r /bot/requirements.txt
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ENV FLASK_APP=/bot/main.py
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ENV LANG=C.UTF-8
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ENV LC_ALL=C.UTF-8
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ENV PATH ${PATH}:/home/site/wwwroot
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WORKDIR bot
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# Initialize models
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# For Debugging, uncomment the following:
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#ENTRYPOINT ["python3.6", "-c", "import time ; time.sleep(500000)"]
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ENTRYPOINT [ "flask" ]
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CMD [ "run", "--port", "3978", "--host", "0.0.0.0" ]

‎samples/python_flask/101.corebot-bert-bidaf/Dockerfile_model_runtime

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# https://github.com/tornadoweb/tornado/blob/master/demos/blog/Dockerfile
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FROM python:3.6
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# Port the model runtime service will listen on.
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EXPOSE 8880
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# Make structure where the models will live.
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RUN mkdir -p /cognitiveModels/bert
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RUN mkdir -p /cognitiveModels/bidaf
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# Copy and install models.
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COPY model /model/
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#RUN pip3 install --upgrade pip
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#RUN pip3 install --upgrade nltk
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RUN wget https://files.pythonhosted.org/packages/69/60/f685fb2cfb3088736bafbc9bdbb455327bdc8906b606da9c9a81bae1c81e/torch-1.1.0-cp36-cp36m-manylinux1_x86_64.whl
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RUN pip3 install torch-1.1.0-cp36-cp36m-manylinux1_x86_64.whl
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RUN pip3 install -e /model
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# Copy and install model runtime service api.
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COPY model_runtime_svc /model_runtime_svc/
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RUN pip3 install -e /model_runtime_svc
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# One time initialization of the models.
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RUN python3 /model_runtime_svc/model_runtime_svc_corebot101/docker_init.py
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RUN rm /model_runtime_svc/model_runtime_svc_corebot101/docker_init.py
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# -c "from model_corebot101.language_helper import LanguageHelper; lh = LanguageHelper(). lh.initialize_models(bert_model_dir='/model_runtime_api/model/bert', bidaf_model_dir='/model_runtime_api/model/bidaf')"
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WORKDIR /model_runtime_svc
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ENTRYPOINT ["python3", "./model_runtime_svc_corebot101/main.py"]

‎samples/python_flask/101.corebot-bert-bidaf/NOTICE.md

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## NOTICE
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Please note that while the 101.corebot-bert-bidaf sample is licensed under the MIT license, the sample has dependencies that use other types of licenses.
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Since Microsoft does not modify nor distribute these dependencies, it is the sole responsibility of the user to determine the correct/compliant usage of these dependencies. Please refer to the
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[bot requirements](./bot/requirements.txt), [model requirements](./model/setup.py) and [model runtime requirements](./model_runtime_svc/setup.py) for a list of the **direct** dependencies.
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Please also note that the sample depends on the `requests` package, which has a dependency `chardet` that uses LGPL license.

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