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Pyspark env setup
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| #!/bin/bash | |
| # This snippet install pyspark and necessary jar dependendies inside a active python environment. | |
| # | |
| # Using conda: | |
| # [Optional] install mambaforge (https://github.com/conda-forge/miniforge)"; exit 1;} | |
| # [Optional] mamba create -n MY_ENV python=3.10 pyspark=3.3.2 | |
| # conda activate MY_ENV | |
| # | |
| # Using venv | |
| # [Optional] python -m venv venv | |
| # source ./venv/bin/activate | |
| # [Optional] pip install pyspark==3.3.2 | |
| SPARK_EXTRAS_PREFIX=$(python -c 'import site; print(site.getsitepackages().pop())')/pyspark/jars/ | |
| HADOOP_AWS_VERSION=3.3.1 | |
| JODA_TIME_VERSION=2.12.0 | |
| AWS_SDK_VERSION=1.11.999 | |
| DELTA_IO_VERSION=2.3.0 | |
| DELTA_SCALA_VERSION=2.12 | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/org/apache/hadoop/hadoop-aws/${HADOOP_AWS_VERSION}/hadoop-aws-${HADOOP_AWS_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/joda-time/joda-time/${JODA_TIME_VERSION}/joda-time-${JODA_TIME_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk/${AWS_SDK_VERSION}/aws-java-sdk-${AWS_SDK_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk-core/${AWS_SDK_VERSION}/aws-java-sdk-core-${AWS_SDK_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk-s3/${AWS_SDK_VERSION}/aws-java-sdk-s3-${AWS_SDK_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk-kms/${AWS_SDK_VERSION}/aws-java-sdk-kms-${AWS_SDK_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk-dynamodb/${AWS_SDK_VERSION}/aws-java-sdk-dynamodb-${AWS_SDK_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/io/delta/delta-core_${DELTA_SCALA_VERSION}/${DELTA_IO_VERSION}/delta-core_${DELTA_SCALA_VERSION}-${DELTA_IO_VERSION}.jar | |
| wget -P ${SPARK_EXTRAS_PREFIX} https://repo1.maven.org/maven2/io/delta/delta-storage/${DELTA_IO_VERSION}/delta-storage-${DELTA_IO_VERSION}.jar |
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