Virtual Python collections over any KV storage.

Native-shaped Python collections that are thin views over an ordered KV store. Same API as a built-in dict or list, but the bytes stay on disk and stream in on access.

Transparent remote objects for Python.

Move an object to another process or node; the calling code doesn't change. Sync stays sync, async stays async.

RocksDB for Python, with transactions.

RocksDB and its compression libs bundled into the wheel for Linux and macOS. No system install. Open a DB and put/get/iterate.

Deterministic range reservoir sampling.

Draw n uniform samples from a sub-range of a massive (billions) sorted KV dataset without scanning it. Any sorted KV store works as a backend.