Dockerfile.a

FROM python:3.9.16-slim
WORKDIR /app

# Install python packages
COPY requirements.txt requirements.txt
RUN pip install -r requirements.txt
RUN python -m spacy download en_core_web_sm

COPY ./models/lr.model /models/lr.model
COPY ./models/tfidf_vectorizer.model /models/tfidf_vectorizer.model

# Copy source code
COPY ./app .
COPY ./utils ./utils

# Port for GRPC
EXPOSE 6000
# Port for REST
EXPOSE 9000

# Define environment variables
ENV MODEL_NAME RedditClassifier
ENV SERVICE_TYPE MODEL
ENV VERSION A

# Changing folder to default user
RUN chown -R 8888 /app

CMD exec seldon-core-microservice $MODEL_NAME --service-type $SERVICE_TYPE