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Support tar.gz decompression on S3 pull #40

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@jamessewell

Datasets stored in S3 may be compressed as .tar.gz archives. Add automatic decompression during loader pull.

  • Detect .tar.gz / .tgz files and decompress + extract in-stream during download
  • Avoid writing the compressed archive to disk
  • Update progress output to show compressed vs decompressed sizes

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