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August 28, 2022 06:49
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Dockerfile
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| FROM public.ecr.aws/lambda/python:3.8 | |
| RUN yum -y install java-1.8.0-openjdk wget curl | |
| COPY requirements.txt requirements.txt | |
| RUN pip install -r requirements.txt | |
| ENV JAVA_HOME="/usr/lib/jvm/java-1.8.0-openjdk-1.8.0.302.b08-0.amzn2.0.1.x86_64/jre" | |
| ENV PATH=${PATH}:${JAVA_HOME}/bin | |
| ENV SPARK_HOME="/var/lang/lib/python3.8/site-packages/pyspark" | |
| ENV PATH=$PATH:$SPARK_HOME/bin | |
| ENV PYTHONPATH=$SPARK_HOME/python:$SPARK_HOME/python/lib/py4j-0.10.9-src.zip:$PYTHONPATH | |
| ENV PATH=$SPARK_HOME/python:$PATH | |
| RUN mkdir $SPARK_HOME/conf | |
| RUN echo "SPARK_LOCAL_IP=127.0.0.1" > $SPARK_HOME/conf/spark-env.sh | |
| RUN chmod 777 $SPARK_HOME/conf/spark-env.sh | |
| ARG HADOOP_VERSION=3.3.2 | |
| ARG AWS_SDK_VERSION=1.12.289 | |
| ARG HADOOP_JAR=https://repo1.maven.org/maven2/org/apache/hadoop/hadoop-aws/${HADOOP_VERSION}/hadoop-aws-${HADOOP_VERSION}.jar | |
| ARG AWS_SDK_JAR=https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk-bundle/${AWS_SDK_VERSION}/aws-java-sdk-bundle-${AWS_SDK_VERSION}.jar | |
| ADD $HADOOP_JAR ${SPARK_HOME}/jars/ | |
| ADD $AWS_SDK_JAR ${SPARK_HOME}/jars/ | |
| COPY spark-class $SPARK_HOME/bin/spark-class | |
| RUN chmod 777 $SPARK_HOME/bin/spark-class | |
| COPY spark-defaults.conf $SPARK_HOME/conf/spark-defaults.conf | |
| COPY pipeline.py ${LAMBDA_TASK_ROOT} | |
| ENTRYPOINT ["python", "/var/task/pipeline.py"] |
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