Dockerfile

FROM python:latest

# set working directory
RUN mkdir -p /usr/src/app
WORKDIR /usr/src/app


#Dependencies for building Fasttext
RUN apt-get update && apt-get install -y \
        build-essential \
        wget \
        git


# install requirements
ADD ./requirements.txt /usr/src/app/requirements.txt
RUN pip install -r requirements.txt

RUN git clone https://github.com/facebookresearch/fastText.git
WORKDIR /usr/src/app/fastText
RUN python setup.py install
WORKDIR /usr/src/app
#RUN wget https://s3-us-west-1.amazonaws.com/fasttext-vectors/word-vectors-v2/cc.fr.300.bin.gz
#RUN gunzip cc.fr.300.bin.gz
# add app

WORKDIR /usr/src/app/fastText

RUN make
RUN chmod 777 /usr/src/app/fastText/fasttext
WORKDIR /usr/src/app

RUN pip install pyfasttext

RUN mkdir -p /data/logs/
RUN mkdir -p /data/datafiles/unsupervised/
RUN mkdir -p /data/datafiles/supervised/
RUN mkdir -p /data/models/ 
#Sample Language Classification model
RUN mkdir -p /data/models/language/0/doc
RUN wget https://s3-us-west-1.amazonaws.com/fasttext-vectors/supervised_models/lid.176.ftz -O /data/models/language/0/model.ftz


WORKDIR /usr/src/app
# run server
ADD . /usr/src/app/
CMD gunicorn -b 0.0.0.0:5000 manage:app --timeout 13600
#CMD python manage.py runserver -h '0.0.0.0'