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refactor/pyspark3.5: Upgrade Spark Docker Image and subproject to 3.5.8 (#174)
* Updates Spark image to `apache/spark:3.5.8` * Bumps `pyspark` dependency in `pyspark-pipeline` to 3.5.8 to match Spark Cluster
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module5-batch-processing/compose.spark-3.5-standalone.yaml

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x-spark-image: &spark-image spark:${SPARK_VERSION:-3.5.7-scala2.12-java17-python3-ubuntu}
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x-spark-image: &spark-image apache/spark:${SPARK_VERSION:-3.5.8-scala2.12-java17-python3-ubuntu}
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x-spark-common:
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&spark-common

module5-batch-processing/pyspark-3.x/pyproject.toml

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requires-python = ">=3.12,<3.14"
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dependencies = [
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"pyspark[connect]==3.5.7,<4.0",
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"pyspark[connect]==3.5.8,<4.0",
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"pyarrow>=23.0.0,<24.0",
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]
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module5-batch-processing/pyspark-3.x/uv.lock

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