final_report

[kahntm]

During the ptypy workshop we came up with the idea that ptypy should give a final report at the end of a reconstruction. Some metrics that are worth knowing about the reconstruction:

• what was the probe size (probes are messy, so a metric or various metrics would need to be found and reported)
• what was the average step size
• using those numbers, what was the (linear / area) overlap in the sample plane
• using those numbers, what was the oversampling in the detector plane
• what do these photon error metrics mean
• maps of which pixels are covered by how many views (how often do they get updated)
• fluence map - how much of the total intensity ended up in each pixel of the object
• just again saying there were X diffraction patterns of size N * M

Some of these things could be printed on the terminal at the end of the reconstruction.
All of these things could be added within the .ptyr file.

There was also a wish to have an FRC function implemented in the utils

[pierrethibault]

Regarding the fluence map, here's a suggestion of code that could do it:

from ptypy import utils
def fluence_map(ptycho):
    """
    Compute fluence map(s) for all object storages and modes

    Parameters
    ----------
    ptycho : The Ptycho object instance to draw information from.
    """
 
    # Delete existing copy if it exists
    if 'Cfluence' in [c.ID for c in ptycho.obj.copies]:
        del ptycho.obj.owner._pool['C']['Cfluence']

    # Create copy of object container
    fmap = ptycho.obj.copy(ID='fluence', fill=0., dtype='real')

    # Loop through storages and add the probe intensities
    for sname, sobj in fmap.S.items():
        for v in sobj.views:
            if not v.active:
                continue
            for pid, pod in v.pods.items():
                sobj[v] += utils.abs2(pod.probe)
    return fmap

Not sure where to put it... Maybe as a Ptycho method?

[daurer]

Next step: Create a PR with dummy implementation of where these metrics and their calculations should be invoked. Also think about how to add the metrics to the .ptyr file.