Julia actually has that, though polishing is still ongoing. Checkout JuliaDB [0]. It works well for noodling around in a REPL but can also smoothly deal with huge data and processing distributed across multiple computers, all while leveraging the native Julia ecosystem which is much nicer than numpy and with lower overhead.

[0] https://juliadb.org