scanspec 0.10.0

Specify step and flyscan paths in a serializable, efficient and Pythonic way

scanspec

Specify step and flyscan paths in a serializable, efficient and Pythonic way using combinations of:

• Specs like Line or Spiral
• Optionally Snaking
• Zip, Product and Concat to compose

Serialize the Spec rather than the expanded Path and reconstruct it on the server. It can then be iterated over like a cycler, or a stack of scan Frames can be produced and expanded Paths created to consume chunk by chunk.

Source	https://github.com/bluesky/scanspec
PyPI	pip install scanspec
Docker	docker run ghcr.io/bluesky/scanspec:latest
Documentation	https://bluesky.github.io/scanspec
Releases	https://github.com/bluesky/scanspec/releases

An example ScanSpec of a 2D snaked grid flyscan inside a circle spending 0.4s at each point:

from scanspec.specs import Ellipse, Fly

spec = Fly(0.4 @ Ellipse(x, 1, 1, 1/9, y, 2.8, y_step=1.7/11, snake=True))

Which when plotted looks like:

Scan points can be iterated through directly for convenience:

for point in spec.midpoints():
    print(point)
# ...
# {'y': 3.1818181818181817, 'x': 0.8333333333333333}
# {'y': 3.1818181818181817, 'x': 0.7222222222222222}

or a Path created from the stack of Frames and chunks of a given length consumed from it for performance:

from scanspec.core import Path

stack = spec.calculate()
len(stack[0])  # 44
stack[0].axes()  # ['y', 'x']

path = Path(stack, start=5, num=30)
chunk = path.consume(10)
chunk.midpoints  # {'x': <ndarray len=10>, 'y': <ndarray len=10>}
chunk.upper  # bounds are same dimensionality as positions
chunk.duration # duration of each frame

See https://bluesky.github.io/scanspec for more detailed documentation.