Minimal Livebook integration for live-updating plots.

Wraps Kino.Frame so realtime data streams can re-render a figure in place inside a notebook without re-running the cell.

Pattern

# In a Livebook cell — bind the frame once at the top, return it
frame = Bland.Kino.frame()

Then push updates from any other cell, GenServer tick, etc.:

# Build a figure normally each time
fig =
  Bland.figure(title: "Live")
  |> Bland.line(xs, ys)

# Replace what the frame shows
Bland.Kino.push(frame, fig)

A pushed figure renders immediately. There's no GenServer here — the user owns the data buffer and decides when to render. For periodic refresh, wrap the push in a Stream.interval/1 or a Task.

Throttling

If you push from a tight loop, throttle the push side — Livebook can comfortably handle a few updates per second but not hundreds. The simplest approach is a sleep between pushes; for high-rate data, accumulate a buffer and push at a fixed cadence.

Outside Livebook

This module gracefully no-ops if :kino isn't loaded. Calling frame/0 outside Livebook raises a useful message.