I wonder if ROOT has any functionality to partially read a multidimensional array from a file. Let’s say we have a 4D array and we need only a small part of it, so we request a slice array[x1:x2][y1:y2] and only this slice is read into memory. This is possible in Python with numpy files and numpy.load mmap_mode function, and can accelerate input significantly for very large arrays stored on HD. I could not find anything similar in ROOT, but since ROOT often leads in I/O performance, I decided to ask
I think that ROOT I/O does not allow that out-of-the-box, but I might be well wrong (@pcanal might correct me).
I think that the desired behavior should be (somehow) possible to implement on a custom streamer – but, again, I think @pcanal can guide better here.
Thanks. Probably not much need for it in the ROOT community then. I am asking out of curiosity - the numpy solution works fine for me and I don’t think I would find enough time and have enough knowledge to implement my own streamer for that
I guess that to achieve this you would need to preprare the input (i.e. at write time) for the subset of slicing you expect by splitting the array in distinct branches and or entries (and to a large extent
RNTuple on file format would more friendly to this kind of access).
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