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BlockOperator direct and adjoint methods: can pass out as a DataContainer instead of a (1,1) BlockDataContainer where geometry permits #1926

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@MargaretDuff MargaretDuff commented Sep 3, 2024

Description

Linked to #1863

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Please add any demo scripts to https://github.com/TomographicImaging/CIL-Demos/tree/main/misc

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  • I have performed a self-review of my code
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So in #1802 we changed BlockOperator direct (and adjoint) methods to return a DataContainer in the case it would previously return a (1,1) BlockDataContainer. We also changed the range (and domain) to output the required geometry in this case.

In this PR we allow BlockOperator direct (and adjoint) methods to accept both a (1,1) BlockDataContainer or a DataContainer to out where that fits with the range (and domain) geometry. They already accept both (1,1) BlockDataContainer or a DataContainer as an input argument where the domain (and range) geometry allows.

The question is: should a BlockOperator always return a BlockDataContainer or are (1,1) BlockDataContainers an unnecessary wrapper and they should be DataContainers?

In the first case, we should write an as_array() method for (1,1) BlockDataContainers to fix the original CIL-SIRF issue #1455 and probably leave this fix in. In the second case, we leave #1802 as it is and implement this fix.

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After discussion with Edo and Gemma we decided that this should go in but that we would still further investigate #1863

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@gfardell - do you want to check the adjoint code and approve if you are happy?

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MargaretDuff commented Nov 19, 2024

We need to decide the default. If no out is provided to direct(adjoint) but it should return a 1 by 1 block data container, should this be a data container -to match the range (domain) - or be a block data container?

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Looks good to me - pending the decision on default behaviour!

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BlockOperator.domain_geometry().allocate() not compatible with in place calls to BlockOperator.direct
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