Zipping huge snapshot and unzipping to restore to cluster on demand

My use case is, We have almost 500 gb of logs everyday. We have cluster size in TBs. We want to keep logs on cluster for 7 days after that I want to zip and store it to other storage. Whenever particular date's log is required I will simply unzip and restore it to cluster. But I am unable to take zip of one day(24hr). kindly suggest a way.
where I can keep 7 days data on cluster and will able to restore one day's unzipped data on cluster

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