On Thu, 2004-01-15 at 09:30, Colin J. Williams wrote:

It would help if someone could describe the intended functional differences between _clone, copy and view in numarray.

a.copy() returns a new array object with a copy of a's data. a's dictionary attributes are currently aliased, not deep copied. That may not be the way it should be. The copy is assumed to be a C_ARRAY, meaning it is aligned, not byteswapped, and contiguous. Thus, copy() is sometimes used as a cleanup operation. a.view() returns a shallow copy of a. Most importantly, the shallow copy aliases the same data as a. Views are used to look at the same data buffer in some new way, perhaps with a different shape, or perhaps as a subset of the original data. A view has the same special properties as the original, e.g. if the original is byteswapped, so is the view. a._clone() is an implementation detail of the generic take() method. The generic take() method is overridden for numerical arrays, but utilized for object arrays. clone()'s purpose is to return a new array of the same type as 'a' but with a different shape and total number of elements. Thus, clone() is useful for creating result arrays for take based on the input array being taken from.

Colin W.

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