Resolve "process_poleval plain text"

FastAPI

Dockerfiles/base/Dockerfile

@@ -18,11 +18,20 @@ RUN apt-get install -y python3.6 python3-pip
 RUN pip3 install pip --upgrade
 RUN pip3 install wheel
 
-# Copy repository and install requirements
-COPY . ./poldeepner2
+# Install requirements and spacy
 WORKDIR "/poldeepner2"
+ADD ./requirements.txt /poldeepner2/requirements.txt
 RUN pip3 install -r requirements.txt
+RUN python3.6 -m spacy download pl_core_news_sm
+RUN python3.6 -m nltk.downloader punkt
 
-# download the necessary using config
-# run sever
-# expose port
+RUN apt-get install -y wget
+RUN apt-get install -y unzip
+
\ No newline at end of file
+# Download and unzip roberta_base_fairseq
+RUN mkdir -p models/roberta_base_fairseq
+RUN wget https://github.com/sdadas/polish-roberta/releases/download/models/roberta_base_fairseq.zip
+RUN unzip roberta_base_fairseq.zip -d models/roberta_base_fairseq
+RUN rm roberta_base_fairseq.zip
+
+COPY . .