Dockerfile

FROM python:3.9

RUN apt-get update && \
	apt-get install -y openjdk-11-jre net-tools wget nano iputils-ping curl && \
	apt-get clean && \
	rm -rf /var/lib/apt/lists/*
	
ENV SCALA_VERSION=2.12.10
RUN	wget http://scala-lang.org/files/archive/scala-${SCALA_VERSION}.deb && \
	dpkg -i scala-${SCALA_VERSION}.deb

ENV SPARK_VERSION=3.2.0
ENV HADOOP_VERSION=3.2
RUN wget https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz && \
	tar -xvzf spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz && \
	mv spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION} spark && \
	rm spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz
	
ENV SPARK_HOME=/spark

RUN pip install poetry && poetry config virtualenvs.create false
COPY pyproject.toml /lama/pyproject.toml
RUN cd /lama && poetry install && pip install bidict
RUN pip install lightautoml --no-deps
RUN pip install synapseml
RUN pip install pyarrow
COPY lightautoml /lama/lightautoml
COPY tests /lama/tests