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File Systems & Storage
Unified Distributed Storage
★ 4.4
Simple Distributed File System
★ 4.2
pip install cephN/A — Go binary, see seaweedfs.compip install cephN/A — Go binary, see seaweedfs.comPython data engineers in on-premise or private cloud environments use Ceph's S3-compatible RADOS Gateway as a drop-in replacement for AWS S3 — boto3 and awswrangler work unchanged by pointing them at the Ceph endpoint URL. CephFS is mounted as a shared file system that multiple Python pipeline worker nodes read from and write to simultaneously.
Python data engineers use SeaweedFS's S3-compatible API with boto3 to store and retrieve pipeline artifacts, model binaries, and intermediate data files. Its optimized handling of billions of small files makes it a good fit for storing ML training sample files or pipeline checkpoint files that would create excessive metadata overhead in traditional distributed file systems.
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