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Increase cluster resources

Marco Fossati requested to merge T307362-memory-errors into T296814-image-suggestions

Set Spark properties to the recommended cluster topology for large jobs: https://wikitech.wikimedia.org/wiki/Analytics/Systems/Cluster/Spark#Large_jobs.

Closes https://phabricator.wikimedia.org/T307362.

Edited by Marco Fossati

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