I'm looking forward to something like the brilliant rayon parallel operations library https://github.com/rayon-rs/rayon

We won't get data race free guarantees but if built into pandas or Vaex we can have a near transparent API.

It'll really open things up for those apps running on 32 core machines. They're out there, I deploy these things frequently (Plotly Dash framework for large Enterprise customers).