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ndim is usually defined as
len(self.shape)
, which does not care about the values in the shape-tuple.So there's no risk when getting unknown shape sizes from for example a masked dask array.
Reference:
https://data-apis.org/array-api/latest/API_specification/generated/array_api.array.ndim.html