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Dockerfile
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# Build image with:
# -> docker build -t allie_image .
# read more @ https://github.com/jim-schwoebel/allie/wiki/6.-Using-Allie-and-Docker
# get Ubuntu base image
FROM ubuntu:18.04 AS base
MAINTAINER Jim Schwoebel <jim.schwoebel@gmail.com>
# set working directory
WORKDIR /usr/src/app
COPY . /usr/src/app
# set environment variables
ENV DEBIAN_FRONTEND=noninteractive
# now run sudo apt update commands
RUN apt-get update \
&& apt-get install -y python3-pip python3 \
&& cd /usr/local/bin \
&& ln -s /usr/bin/python3 python \
&& pip3 install --upgrade pip \
&& apt-get install -y apt-utils \
&& apt-get install -y autoconf \
&& apt-get install -y automake \
&& apt-get install -y build-essential \
&& apt-get install -y cmake \
&& apt-get install -y ffmpeg \
&& apt-get install -y gcc \
&& apt-get install -y g++ \
&& apt-get install -y git \
&& apt-get install -y libasound-dev \
&& apt-get install -y libffi-dev \
&& apt-get install -y libldap2-dev \
&& apt-get install -y libpq-dev \
&& apt-get install -y libpulse-dev \
&& apt-get install -y libsasl2-dev \
&& apt-get install -y libsm6 \
&& apt-get install -y libsndfile1 \
&& apt-get install -y libtool \
&& apt-get install -y libxml2-dev \
&& apt-get install -y libxslt1-dev \
&& apt-get install -y make \
&& apt-get install -y m4 \
&& apt-get install -y opus-tools \
&& apt-get install -y portaudio19-dev \
&& apt-get install -y sox \
&& apt-get install -y swig \
&& apt-get install -y tesseract-ocr \
&& apt-get install -y tree \
&& apt-get install -y tzdata \
&& apt-get install -y unzip \
&& apt-get install -y wget
# install openSMILE
RUN wget https://www.audeering.com/download/opensmile-2-3-0-tar-gz/\?wpdmdl\=4782 -O opensmile-2.3.0.tar.gz&& \
tar -xf opensmile-2.3.0.tar.gz -C /usr/local
RUN cd /usr/local/opensmile-2.3.0/ && \
sed -i '117s/(char)/(unsigned char)/g' src/include/core/vectorTransform.hpp && \
./buildWithPortAudio.sh -o /usr/local/lib && \
./buildStandalone.sh -o /usr/local/lib
RUN chmod 777 /usr/local/opensmile-2.3.0
RUN export PATH=/usr/local/opensmile-2.3.0/inst/bin:$PATH
# install requirements
RUN pip3 install numpy==1.18.2
RUN pip3 install -r requirements.txt
# order matters here for OpenCV and a few of the dependencies below
# custom pip3 installations across all operating systems
RUN pip3 install --upgrade mxnet pytest==5.4.3 scipy==1.4.1 scikit-learn==0.22.2.post1 \
&& pip3 install git+https://github.com/detly/gammatone.git \
&& pip3 install https://github.com/vBaiCai/python-pesq/archive/master.zip \
# && pip3 install git+https://github.com/aliutkus/speechmetrics#egg=speechmetrics[cpu] \
&& pip3 install tsaug==0.2.1 \
&& pip3 install psutil==5.7.2 \
&& pip3 install pyfiglet==0.8.post1 \
&& pip3 install gensim==3.8.3 \
&& pip3 install wget==3.2 \
&& pip3 install textblob==0.15.3 \
&& pip3 install moviepy==1.0.3 \
&& pip3 install textacy==0.10.0 \
&& pip3 install SpeechRecognition==3.8.1 \
&& pip3 install pytesseract==0.3.4 \
&& pip3 install pydub==0.24.1 \
&& pip3 install ctgan==0.2.1 \
&& pip3 install librosa==0.6.2 \
&& pip3 install sk-video==1.1.10 \
&& pip3 install opencv-python==3.4.2.17 \
&& pip3 install opencv-contrib-python==3.4.2.17 \
&& pip3 install nltk==3.4.5 \
&& pip3 install umap-learn==0.4.6 \
&& pip3 install numba==0.48 \
&& python3 -m spacy download 'en' \
&& python3 -m spacy download 'en_core_web_sm'
# now run unit tests
WORKDIR /usr/src/app
# now download required NLTK dependencies and run unit tests
RUN python3 docker.py
# now open up CLI with
# docker run -it --entrypoint=/bin/bash allie_image