Dockerfile

FROM python:3.8-buster

COPY requirements.txt /requirements.txt

RUN pip install --upgrade pip
RUN pip install -r requirements.txt

ENV PORT 8501
EXPOSE 8501

COPY NLPmoviereviews /NLPmoviereviews
COPY app.py /app.py
COPY style.css /style.css
COPY images /images
COPY setup.py /setup.py
COPY scripts /scripts

COPY tokenizer.pickle /tokenizer.pickle
COPY saved_model /saved_model

RUN pip install .
RUN [ "python3", "-c", "import nltk; nltk.download('punkt', download_dir='/usr/local/nltk_data')" ]
RUN [ "python3", "-c", "import nltk; nltk.download('stopwords', download_dir='/usr/local/nltk_data')" ]
RUN [ "python3", "-c", "import nltk; nltk.download('wordnet', download_dir='/usr/local/nltk_data')" ]
RUN [ "python3", "-c", "import nltk; nltk.download('omw-1.4', download_dir='/usr/local/nltk_data')" ]

CMD streamlit run app.py --server.port=8501 --server.address=0.0.0.0