
Calibration of a 2 theta arm with a Pilatus 100k detector
=========================================================

The aim of this document is to explain how to use pyFAI.goniometer for
calibrating the position of the detector from the goniometer encoders.

Those data have been acquired at ROBL (ESRF-BM20 German CRG) in winter
2017 by Christoph Henning using a Pilatus 100k detector and LaB6 as
calibrant. One hundred and twenty one images have been acquired with the
detector moving between 5 and 65 degree with a step size of half a
degree. The motor position is registered in the filename.

A prior manual calibration (using pyFAI-calib) has been performed on
four images locate at 31.5, 33.5, 35 and 35.5 degrees. Those images were
the first with two rings. The control points extrated during this
initial calibration has been used as a starting point for this
calibration. Then more images have been added to make the model more
robust.

The raw data files are available at:
http://www.silx.org/pub/pyFAI/gonio/Pilatus-100k-LaB6/

Initialization and loading of the libraries
-------------------------------------------

Initialization of the plotting library, matplotlib, to be used with the
jupyter notebook

.. code:: python

    %pylab nbagg
    
    import time
    start_time = time.time()


.. parsed-literal::

    Populating the interactive namespace from numpy and matplotlib


.. code:: python

    #Download all images
    
    import os
    from silx.resources import ExternalResources
    
    #Specific for ESRF
    os.environ["http_proxy"] = "http://proxy.esrf.fr:3128"
    
    downloader = ExternalResources("pyFAI", "http://www.silx.org/pub/pyFAI/testimages", "PYFAI_DATA")
    all_files = downloader.getdir("LaB6_gonio_BM20.tar.bz2")
    print(all_files)



.. parsed-literal::

    ['/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_45.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_08.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_20.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/minimum-mask.edf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_09.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_53.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_60.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_63.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_56.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_12.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_53.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_42.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_16.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_05.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_47.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_39.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_47.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_57.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.5_0001p.poni', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_07.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_41.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_51.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_33.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_22.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_43.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_64.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_13.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_08.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_29.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_45.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_63.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_61.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_31.5_0001p.npt', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_11.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_46.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_11.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_56.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_18.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_06.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_46.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_58.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.5_0001p.npt', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_30.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_15.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_36.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_13.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_55.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_27.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_31.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_24.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_38.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_48.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_16.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_52.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_38.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_54.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_48.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_31.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_28.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_21.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_06.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_25.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_40.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_44.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_39.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_62.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_36.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_57.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_28.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_17.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_24.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.0_0001p.poni', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_50.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_18.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_27.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_19.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_21.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_17.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_50.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_44.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_30.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_51.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_62.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_05.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_26.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_31.5_0001p.poni', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_23.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_33.5_0001p.poni', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_37.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_19.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_29.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_10.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_40.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_58.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_49.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_09.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_15.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_43.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_60.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_34.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_20.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/deviation-mask.edf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_41.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_07.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_54.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_33.5_0001p.npt', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_33.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_32.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_59.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_14.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_32.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_59.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_65.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_25.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_61.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_34.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_52.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_22.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_10.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_42.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_64.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_14.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_26.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_49.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.0_0001p.npt', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_55.5_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_23.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_12.0_0001p.cbf', '/tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_37.0_0001p.cbf']


.. code:: python

    #Loading of a few libraries
    
    import os
    import random
    import fabio
    import pyFAI
    from pyFAI.goniometer import GeometryTransformation, GoniometerRefinement, Goniometer
    from pyFAI.gui import jupyter

Display of an image and its headers
-----------------------------------

.. code:: python

    #loading of the list of files, and display of the last one with its headers
    
    image_files = [i for i in all_files if i.endswith(".cbf")]
    image_files.sort()
    print("List of images: " + ", ".join(image_files) + "." + os.linesep)
    fimg = fabio.open(image_files[-1])
    
    print("Image headers:")
    for key, value in  fimg.header.items():
        print("%s: %s"%(key,value))
        
    jupyter.display(fimg.data, label=os.path.basename(fimg.filename))


.. parsed-literal::

    List of images: /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_05.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_05.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_06.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_06.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_07.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_07.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_08.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_08.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_09.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_09.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_10.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_10.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_11.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_11.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_12.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_12.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_13.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_13.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_14.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_14.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_15.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_15.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_16.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_16.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_17.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_17.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_18.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_18.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_19.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_19.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_20.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_20.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_21.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_21.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_22.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_22.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_23.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_23.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_24.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_24.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_25.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_25.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_26.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_26.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_27.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_27.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_28.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_28.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_29.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_29.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_30.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_30.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_31.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_31.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_32.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_32.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_33.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_33.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_34.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_34.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_35.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_36.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_36.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_37.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_37.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_38.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_38.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_39.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_39.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_40.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_40.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_41.0_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_41.5_0001p.cbf, /tmp/pyFAI_testdata_kieffer/LaB6_gonio_BM20/del_42.0_0001p.cbf, 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    Image headers:
    _array_data.header_convention: PILATUS_1.2
    _array_data.header_contents: # Detector: PILATUS 2M, 24-0111
    # 2016-05-17T18:12:57.232113
    # Pixel_size 172e-6 m x 172e-6 m
    # Silicon sensor, thickness 0.000450 m
    # Exposure_time 9.9977 s
    # Exposure_period 9.9977 s
    # Tau = 1.991e-07 s
    # Count_cutoff 1071182 counts
    # Threshold_setting: 4024.0 eV
    # Gain_setting: low gain (vrf = -0.300)
    # N_excluded_pixels = 1
    # Excluded_pixels: badpix_mask.tif
    # Flat_field: FF_p2m0111_E26000_T13000_vrf_m0p30.tif
    # Trim_file: p2m0111_E26000_T13000_vrf_m0p30.bin
    # Image_path: /ramdisk/
    # Wavelength 0.7749 A
    # Start_angle 0.00 deg.
    # Angle_increment 0.00 deg.
    # Omega 0.00 deg.
    # Omega_increment 0.00 deg.
    # Phi 0.00 deg.
    # Phi_increment 0.00 deg.
    # Kappa 0.0 deg.
    # Oscillation_axis PHI
    # Detector_distance 0.157 m
    # Detector_Voffset 0.0 m
    # Beam_xy (542.41, 732.4) pixels
    # Flux 0 counts
    # Temperature 0.00 K
    # Blower 0.0 C
    # Lakeshore 0.00 K
    Content-Type: application/octet-stream;
    conversions: x-CBF_BYTE_OFFSET
    Content-Transfer-Encoding: BINARY
    X-Binary-Size: 95035
    X-Binary-ID: 1
    X-Binary-Element-Type: signed 32-bit integer
    X-Binary-Element-Byte-Order: LITTLE_ENDIAN
    Content-MD5: darooj/7FEQRNdNzNDo0XQ==
    X-Binary-Number-of-Elements: 94965
    X-Binary-Size-Fastest-Dimension: 487
    X-Binary-Size-Second-Dimension: 195
    X-Binary-Size-Padding: 4095



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" width="640">




.. parsed-literal::

    <matplotlib.axes._subplots.AxesSubplot at 0x7ffb27d85a90>



Definition of the geometry transformation
-----------------------------------------

This is the most difficult part to understand.

The next cell defines 2 functions, one for transforming the geometry and
the other one to read the goniometer angle from the metadata

.. code:: python

    #Definition of the goniometer translation function:
    # The detector rotates vertically, around the horizontal axis, i.e. rot2
    
    goniotrans = GeometryTransformation(param_names = ["dist", "poni1", "poni2", "rot1",
                                                       "rot2_offset", "rot2_scale"],
                                        dist_expr="dist", 
                                        poni1_expr="poni1",
                                        poni2_expr="poni2", 
                                        rot1_expr="rot1", 
                                        rot2_expr="rot2_scale * pos + rot2_offset", 
                                        rot3_expr="0.0")
    
    
    #Definition of the function reading the goniometer angle from the filename of the image.
    
    def get_angle(basename):
        """Takes the basename (like del_65.0_0001p ) and returns the angle of the detector"""
        return float(os.path.basename((basename.split("_")[1])))
    
    basename = os.path.basename(fimg.filename)
    print('filename', basename, "angle:",get_angle(basename))


.. parsed-literal::

    filename del_65.0_0001p.cbf angle: 65.0


.. code:: python

    #Definition of the detector, its mask, the calibrant
    mask_files = [i for i in all_files if i.endswith("-mask.edf")]
    mask = numpy.logical_or(fabio.open(mask_files[0]).data, fabio.open(mask_files[1]).data)
    pilatus = pyFAI.detector_factory("Pilatus100k")
    pilatus.mask = mask
        
    LaB6 = pyFAI.calibrant.CALIBRANT_FACTORY("LaB6")
    wavelength = 7.7490120575e-11
    LaB6.wavelength = wavelength

.. code:: python

    #Definition of the geometry refinement: the parameter order is the same as the param_names
    
    param = {"dist":0.8, 
             "poni1":0.02, 
             "poni2":0.04, 
             "rot1":0,
             "rot2_offset":0,
             "rot2_scale": numpy.pi/180. # rot2 is in radians, while the motor position is in degrees
            }
    #Defines the bounds for some variables
    bounds = {"dist": (0.79, 0.81), 
              "rot1": (-0.01, 0.01),
              "rot2_offset": (-0.01, 0.01),
              "rot2_scale": (numpy.pi/180., numpy.pi/180.) #strict bounds on the scale: we expect the gonio to be precise
             }
    gonioref = GoniometerRefinement(param, #initial guess
                                    bounds=bounds,
                                    pos_function=get_angle,
                                    trans_function=goniotrans,
                                    detector=pilatus, wavelength=wavelength)
    print("Empty refinement object:")
    print(gonioref)


.. parsed-literal::

    Empty refinement object:
    GoniometerRefinement with 0 geometries labeled: .


.. code:: python

    #Let's populate the goniometer refinement object with all control point files:
    
    ponis = [i for i in all_files if i.endswith(".poni")]
    ponis.sort()
    for fn in ponis:
        base = os.path.splitext(fn)[0]
        basename = os.path.basename(base)
        fimg = fabio.open(base + ".cbf")
        sg =gonioref.new_geometry(basename, image=fimg.data, metadata=basename, control_points=base+".npt",
                                  geometry=fn, calibrant=LaB6)
        print(sg.label, "Angle:", sg.get_position())
        print(sg.geometry_refinement)
        print()
        
    
    print("Filled refinement object:")
    print(gonioref)



.. parsed-literal::

    del_31.5_0001p Angle: 31.5
    Detector Pilatus 100k	 PixelSize= 1.720e-04, 1.720e-04 m
    Wavelength= 7.749012e-11m
    SampleDetDist= 8.058209e-01m	PONI= 5.700310e-03, 4.599931e-02m	rot1=-0.000000  rot2= 0.560707  rot3= -0.000065 rad
    DirectBeamDist= 951.518mm	Center: x=267.438, y=2975.017 pix	Tilt=32.126 deg  tiltPlanRotation= 90.000 deg
    
    del_33.5_0001p Angle: 33.5
    Detector Pilatus 100k	 PixelSize= 1.720e-04, 1.720e-04 m
    Wavelength= 7.749012e-11m
    SampleDetDist= 8.061475e-01m	PONI= 1.998418e-02, 4.623309e-02m	rot1=0.000061  rot2= 0.577898  rot3= -0.000000 rad
    DirectBeamDist= 962.435mm	Center: x=268.511, y=3172.837 pix	Tilt=33.111 deg  tiltPlanRotation= 90.005 deg
    
    del_35.0_0001p Angle: 35.0
    Detector Pilatus 100k	 PixelSize= 1.720e-04, 1.720e-04 m
    Wavelength= 7.749012e-11m
    SampleDetDist= 8.053432e-01m	PONI= 5.551240e-03, 4.624546e-02m	rot1=-0.000016  rot2= 0.622009  rot3= 0.000012 rad
    DirectBeamDist= 990.936mm	Center: x=268.944, y=3389.181 pix	Tilt=35.638 deg  tiltPlanRotation= 89.999 deg
    
    del_35.5_0001p Angle: 35.5
    Detector Pilatus 100k	 PixelSize= 1.720e-04, 1.720e-04 m
    Wavelength= 7.749012e-11m
    SampleDetDist= 8.061272e-01m	PONI= 5.998339e-03, 3.450065e-02m	rot1=-0.014779  rot2= 0.630136  rot3= 0.000007 rad
    DirectBeamDist= 997.856mm	Center: x=269.857, y=3453.432 pix	Tilt=36.113 deg  tiltPlanRotation= 88.839 deg
    
    Filled refinement object:
    GoniometerRefinement with 4 geometries labeled: del_31.5_0001p, del_33.5_0001p, del_35.0_0001p, del_35.5_0001p.


.. code:: python

    #Display all images with associated calibration:
    
    for sg in gonioref.single_geometries.values():
        jupyter.display(sg=sg)



.. parsed-literal::

    <IPython.core.display.Javascript object>



.. raw:: html

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" 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" 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" width="640">


.. code:: python

    # Initial refinement of the goniometer model with 5 dof
    
    gonioref.refine2()



.. parsed-literal::

    Cost function before refinement: 4.67628027948e-05
         fun: 3.474545890145023e-09
         jac: array([  1.55798008e-08,   6.20442923e-08,  -8.86840831e-09,
             9.38196637e-09,   4.54171855e-08,   5.30002449e-06])
     message: 'Optimization terminated successfully.'
        nfev: 145
         nit: 18
        njev: 18
      status: 0
     success: True
           x: array([ 0.80587963,  0.01626972,  0.04374852, -0.00299843, -0.00217847,
            0.01745329])
    Cost function after refinement: 3.474545890145023e-09
    GonioParam(dist=0.80587963251952144, poni1=0.016269720064575065, poni2=0.04374852465218073, rot1=-0.0029984302141578345, rot2_offset=-0.0021784698875247318, rot2_scale=0.017453292519943295)
    maxdelta on: dist (0) 0.8 --> 0.80587963252




.. parsed-literal::

    array([ 0.80587963,  0.01626972,  0.04374852, -0.00299843, -0.00217847,
            0.01745329])



.. code:: python

    # This function adds new images to the pool of data used for the refinement.
    # A set of new control points are extractred and a refinement step is performed at each iteration
    # The last image of the serie is displayed 
    
    def optimize_with_new_images(list_images, pts_per_deg=1):
        sg = None
        for fname in list_images:
            print()
            basename = os.path.basename(fname)
            base = os.path.splitext(basename)[0]
            fimg = fabio.open(fname)
            if base in gonioref.single_geometries:
                continue
            print(base)
            sg = gonioref.new_geometry(base, image=fimg.data, metadata=base,
                                       calibrant=LaB6)
            print(sg.extract_cp(pts_per_deg=pts_per_deg))
        print("*"*50)
        gonioref.refine2()
        if sg: 
            sg.geometry_refinement.set_param(gonioref.get_ai(sg.get_position()).param)
            jupyter.display(sg=sg)


.. code:: python

    # Append all other images bewteen 30 and 40 degrees
    
    images_30_40 = [i for i in all_files if ("del_3" in i and i.endswith("0001p.cbf"))]
    random.shuffle(images_30_40)
    optimize_with_new_images(images_30_40, pts_per_deg=3)


.. parsed-literal::

    
    del_30.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # c ring 6: 36 points
    
    
    del_38.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    # d ring 10: 30 points
    # e ring 11: 30 points
    
    del_37.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # f ring 10: 30 points
    
    del_36.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # g ring 9: 36 points
    
    del_32.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # h ring 7: 36 points
    
    del_37.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    # i ring 9: 36 points
    # j ring 10: 30 points
    
    del_38.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # k ring 10: 30 points
    
    del_32.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # l ring 7: 36 points
    
    
    del_34.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # m ring 8: 36 points
    
    
    del_36.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # n ring 9: 36 points
    
    del_39.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # o ring 11: 30 points
    
    del_30.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # p ring 6: 36 points
    
    del_33.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # q ring 7: 36 points
    
    del_39.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    # r ring 10: 15 points
    # s ring 11: 30 points
    
    del_31.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # t ring 6: 36 points
    
    
    del_34.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # u ring 8: 36 points
    **************************************************
    Cost function before refinement: 3.78586503256e-09
         fun: 3.785478428600372e-09
         jac: array([  2.02798652e-08,  -1.40537854e-06,  -4.03506535e-07,
             3.25207815e-07,  -1.13637203e-06,  -7.90020799e-05])
     message: 'Optimization terminated successfully.'
        nfev: 10
         nit: 1
        njev: 1
      status: 0
     success: True
           x: array([ 0.80587963,  0.01627002,  0.04374861, -0.0029985 , -0.00217823,
            0.01745329])
    Cost function after refinement: 3.785478428600372e-09
    GonioParam(dist=0.80587962817888781, poni1=0.016270020867037542, poni2=0.043748611017352793, rot1=-0.0029984998205369322, rot2_offset=-0.0021782266623036049, rot2_scale=0.017453292519943295)
    maxdelta on: poni1 (1) 0.0162697200646 --> 0.016270020867



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" width="640">


.. code:: python

    # Append all other images
    
    all_images = [i for i in all_files if i.endswith(".cbf")]
    random.shuffle(all_images)
    optimize_with_new_images(all_images)


.. parsed-literal::

    
    del_44.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    # v ring 13: 10 points
    # w ring 14: 10 points
    
    del_54.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # x ring 20: 8 points
    
    
    del_11.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # y ring 0: 32 points
    
    del_15.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    # z ring 1: 24 points
    
    del_59.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #aa ring 23: 6 points
    
    del_05.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_42.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ab ring 12: 10 points
    
    del_25.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ac ring 5: 14 points
    
    del_14.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ad ring 1: 24 points
    
    
    del_51.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #ae ring 18: 7 points
    #af ring 19: 8 points
    
    del_53.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ag ring 20: 8 points
    
    del_14.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ah ring 1: 10 points
    
    del_17.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ai ring 2: 10 points
    
    del_10.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #aj ring 0: 34 points
    
    del_22.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ak ring 3: 17 points
    
    del_25.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #al ring 4: 16 points
    
    del_10.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #am ring 0: 26 points
    
    del_23.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #an ring 4: 16 points
    
    del_62.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ao ring 25: 8 points
    
    del_21.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ap ring 3: 17 points
    
    
    del_42.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_47.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #aq ring 15: 10 points
    #ar ring 16: 9 points
    
    del_41.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #as ring 12: 10 points
    
    del_18.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #at ring 2: 19 points
    
    del_64.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #au ring 26: 8 points
    #av ring 27: 8 points
    
    del_09.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    
    del_20.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    
    del_58.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #aw ring 22: 7 points
    #ax ring 23: 8 points
    
    del_54.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #ay ring 20: 8 points
    #az ring 21: 3 points
    
    
    del_47.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #ba ring 15: 10 points
    #bb ring 16: 9 points
    
    del_29.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    
    del_55.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #bc ring 20: 8 points
    #bd ring 21: 8 points
    
    del_57.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #be ring 22: 7 points
    #bf ring 23: 7 points
    
    del_13.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_29.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bg ring 6: 7 points
    
    del_12.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    
    del_51.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #bh ring 18: 8 points
    #bi ring 19: 8 points
    
    
    del_46.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #bj ring 14: 7 points
    #bk ring 15: 10 points
    
    del_06.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    
    del_59.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bl ring 24: 8 points
    
    del_26.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bm ring 5: 14 points
    
    del_43.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bn ring 13: 10 points
    
    del_16.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bo ring 1: 24 points
    
    del_22.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bp ring 3: 17 points
    
    del_20.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bq ring 3: 17 points
    
    del_57.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #br ring 22: 8 points
    #bs ring 23: 8 points
    
    del_56.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #bt ring 21: 8 points
    #bu ring 22: 8 points
    
    del_07.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_52.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bv ring 19: 8 points
    
    del_21.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bw ring 3: 17 points
    
    del_40.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #bx ring 11: 10 points
    #by ring 12: 10 points
    
    del_43.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #bz ring 13: 10 points
    
    del_55.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #ca ring 20: 8 points
    #cb ring 21: 8 points
    
    del_06.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_13.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_27.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #cc ring 5: 14 points
    
    del_61.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cd ring 24: 8 points
    #ce ring 25: 8 points
    
    del_28.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_49.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cf ring 17: 9 points
    #cg ring 18: 3 points
    
    
    del_26.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ch ring 5: 14 points
    
    del_63.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ci ring 26: 8 points
    
    
    
    del_24.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #cj ring 4: 16 points
    
    del_17.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    
    del_07.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_65.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #ck ring 27: 7 points
    #cl ring 28: 8 points
    
    del_48.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cm ring 16: 9 points
    #cn ring 17: 9 points
    
    
    del_18.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #co ring 2: 19 points
    
    del_19.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #cp ring 2: 19 points
    
    
    
    del_45.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cq ring 14: 10 points
    #cr ring 15: 2 points
    
    
    del_61.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cs ring 24: 8 points
    #ct ring 25: 8 points
    
    del_53.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #cu ring 19: 8 points
    
    del_60.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cv ring 24: 8 points
    #cw ring 25: 8 points
    
    del_24.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #cx ring 4: 16 points
    
    del_05.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_40.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #cy ring 11: 9 points
    #cz ring 12: 10 points
    
    del_48.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #da ring 16: 9 points
    
    del_28.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_08.0_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_09.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #db ring 0: 14 points
    
    del_08.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_41.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dc ring 12: 10 points
    
    del_64.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #dd ring 26: 8 points
    #de ring 27: 8 points
    
    del_45.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #df ring 13: 10 points
    #dg ring 14: 10 points
    
    
    del_15.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dh ring 1: 24 points
    
    del_63.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #di ring 26: 8 points
    
    del_12.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dj ring 0: 11 points
    
    del_56.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #dk ring 21: 8 points
    #dl ring 22: 8 points
    
    del_62.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dm ring 25: 8 points
    
    del_52.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dn ring 19: 8 points
    
    del_27.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #do ring 5: 14 points
    
    del_44.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dp ring 13: 10 points
    
    del_50.5_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #dq ring 17: 9 points
    #dr ring 18: 8 points
    
    del_19.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ds ring 2: 19 points
    
    del_50.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #dt ring 17: 9 points
    #du ring 18: 8 points
    
    
    del_23.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dv ring 4: 11 points
    
    del_60.0_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dw ring 24: 8 points
    
    del_46.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #dx ring 14: 10 points
    #dy ring 15: 10 points
    
    del_11.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #dz ring 0: 30 points
    
    del_16.5_0001p
    ControlPoints instance containing 0 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 0 groups of points:
    
    del_58.5_0001p
    ControlPoints instance containing 1 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 1 groups of points:
    #ea ring 23: 8 points
    
    del_49.0_0001p
    ControlPoints instance containing 2 group of point:
    LaB6 Calibrant with 97 reflections at wavelength 7.7490120575e-11
    Containing 2 groups of points:
    #eb ring 16: 9 points
    #ec ring 17: 9 points
    **************************************************
    Cost function before refinement: 1.5418692807e-08
         fun: 1.2653965346381429e-08
         jac: array([ -7.40160115e-08,   8.08276352e-07,  -1.43417888e-08,
             5.60775004e-09,   6.52925588e-07,  -1.01581876e-03])
     message: 'Optimization terminated successfully.'
        nfev: 49
         nit: 6
        njev: 6
      status: 0
     success: True
           x: array([ 0.80588628,  0.01627363,  0.043281  , -0.00262053, -0.002175  ,
            0.01745329])
    Cost function after refinement: 1.2653965346381429e-08
    GonioParam(dist=0.80588628202624024, poni1=0.016273634721444413, poni2=0.043280998683283237, rot1=-0.0026205297731339019, rot2_offset=-0.0021749982834775843, rot2_scale=0.017453292519943295)
    maxdelta on: poni2 (2) 0.0437486110174 --> 0.0432809986833



.. parsed-literal::

    <IPython.core.display.Javascript object>



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" width="640">


.. code:: python

    # Check the calibration of the first and the last image with rings
    
    print("First & last rings")
    
    print("Total number of images:", len(gonioref.single_geometries) )
    
    fig = plt.figure()
    for idx,lbl in enumerate(["del_10.0_0001p", "del_65.0_0001p"]):
        sg = gonioref.single_geometries[lbl]
        if sg.control_points.get_labels():
            sg.geometry_refinement.set_param(gonioref.get_ai(sg.get_position()).param)
        jupyter.display(sg=sg, ax=fig.add_subplot(2, 1, idx+1))
            



.. parsed-literal::

    First & last rings
    Total number of images: 121



.. parsed-literal::

    <IPython.core.display.Javascript object>



.. raw:: html

    <img 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" width="640">


.. code:: python

    # Final pass of refinement with all constrains removed, very fine refinement
    
    gonioref.bounds = None
    gonioref.refine2("slsqp", eps=1e-13, maxiter=10000, ftol=1e-12)


.. parsed-literal::

    Cost function before refinement: 1.26539653464e-08
         fun: 1.1079685608729184e-08
         jac: array([  5.21785530e-08,   1.26889506e-08,   5.26831332e-07,
            -4.24227849e-07,   1.14978105e-08,   1.42936810e-08])
     message: 'Optimization terminated successfully.'
        nfev: 36
         nit: 4
        njev: 4
      status: 0
     success: True
           x: array([ 0.8058864 ,  0.01622186,  0.04328034, -0.00261997, -0.00221674,
            0.01745626])
    Cost function after refinement: 1.1079685608729184e-08
    GonioParam(dist=0.80588640493195618, poni1=0.016221864667863021, poni2=0.043280336616327734, rot1=-0.0026199663308397385, rot2_offset=-0.0022167400134821824, rot2_scale=0.017456261552178831)
    maxdelta on: poni1 (1) 0.0162736347214 --> 0.0162218646679




.. parsed-literal::

    array([ 0.8058864 ,  0.01622186,  0.04328034, -0.00261997, -0.00221674,
            0.01745626])



.. code:: python

    #Create a MultiGeometry integrator from the refined geometry:
    
    angles = []
    images = []
    for sg in gonioref.single_geometries.values():
        angles.append(sg.get_position())
        images.append(sg.image)
        
    multigeo = gonioref.get_mg(angles)
    multigeo.radial_range=(3, 68)
    print(multigeo)


.. parsed-literal::

    MultiGeometry integrator with 121 geometries on (3, 68) radial range (2th_deg) and (-180, 180) azimuthal range (deg)


.. code:: python

    # Integrate the whole set of images in a single run:
    
    res = multigeo.integrate1d(images, 10000)
    jupyter.plot1d(res)




.. parsed-literal::

    <IPython.core.display.Javascript object>



.. raw:: html

    <img 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width="640">




.. parsed-literal::

    <matplotlib.axes._subplots.AxesSubplot at 0x7ffad1ff95f8>



.. code:: python

    # Save the goniometer configuration with 1 angle
    
    gonioref.save("ROBL_v1.json")

.. code:: python

    #Can the refinement be improved by freeing another degree of freedom ? what about rot1 ?
    
    goniotrans2 = GeometryTransformation(param_names = ["dist", "poni1", "poni2", 
                                                        "rot1", "rot1_scale",
                                                        "rot2_offset", "rot2_scale"],
                                         dist_expr="dist", 
                                         poni1_expr="poni1",
                                         poni2_expr="poni2", 
                                         rot1_expr="rot1_scale * pos + rot1", 
                                         rot2_expr="rot2_scale * pos + rot2_offset", 
                                         rot3_expr="0.0")
    
    param2 = (gonioref.nt_param(*gonioref.param))._asdict()
    param2["rot1_scale"] = 0
    
    gonioref2 = GoniometerRefinement(param2, 
                                     pos_function = get_angle,
                                     trans_function=goniotrans2,
                                     detector=pilatus,
                                     wavelength=wavelength)
    gonioref2.single_geometries = gonioref.single_geometries.copy()
    
    print(gonioref2.chi2(), gonioref.chi2())
    gonioref2.refine2()
    gonioref2.save("ROBL_v2.json")


.. parsed-literal::

    1.10796856087e-08 1.10796856087e-08
    Cost function before refinement: 1.10796856087e-08
         fun: 4.754350840871057e-09
         jac: array([  5.35082313e-08,  -1.10894246e-07,  -5.29857408e-09,
             4.75679152e-09,   1.68307757e-08,  -9.27227720e-08,
            -3.88850517e-06])
     message: 'Optimization terminated successfully.'
        nfev: 121
         nit: 13
        njev: 13
      status: 0
     success: True
           x: array([  8.05873589e-01,   1.62083546e-02,   4.17665409e-02,
            -1.39612789e-03,  -1.28555852e-04,  -2.22689562e-03,
             1.74566332e-02])
    Cost function after refinement: 4.754350840871057e-09
    GonioParam(dist=0.80587358868352343, poni1=0.016208354569446009, poni2=0.041766540922984097, rot1=-0.0013961278865829037, rot1_scale=-0.00012855585206377195, rot2_offset=-0.0022268956160008172, rot2_scale=0.017456633219776127)
    maxdelta on: poni2 (2) 0.0432803366163 --> 0.041766540923


.. code:: python

    # Check the calibration of the first and the last image with rings
    
    print("First & last rings")
    
    fig = plt.figure()
    for idx,lbl in enumerate(["del_10.0_0001p", "del_65.0_0001p"]):
        sg = gonioref.single_geometries[lbl]
        if sg.control_points.get_labels():
            sg.geometry_refinement.set_param(gonioref2.get_ai(sg.get_position()).param)
        jupyter.display(sg=sg, ax=fig.add_subplot(2, 1, idx+1))


.. parsed-literal::

    First & last rings



.. parsed-literal::

    <IPython.core.display.Javascript object>



.. raw:: html

    <img 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" width="640">


.. code:: python

    #Create a MultiGeometry integrator from the refined geometry and display the integrated image:
    
    multigeo2 = gonioref2.get_mg(angles)
    multigeo2.radial_range=(3, 68)
    print(multigeo2)
    
    res2 = multigeo2.integrate1d(images, 10000)
    
    #Display the 2 curves with a zoom
    fig = figure(figsize=(10,5))
    ax = fig.add_subplot(1,2,1)
    ax.plot(*res2, label="rot1 & rot2 rotation")
    ax.plot(*res, label="rot2 only rotation")
    ax.set_xlabel(res.unit.label)
    ax.set_ylabel("Intensity")
    ax.set_title("Azimuthal integration of 121 images merged")
    ax.legend()
    ay = fig.add_subplot(1,2,2)
    ay.plot(*res2, label="rot1 & rot2 rotation")
    ay.plot(*res, label="rot2 only rotation")
    ay.set_xlabel(res.unit.label)
    ay.set_ylabel("Intensity")
    ay.set_xlim(10.5,11)
    ay.set_title("Zoom on first peak")
    ay.legend()



.. parsed-literal::

    MultiGeometry integrator with 121 geometries on (3, 68) radial range (2th_deg) and (-180, 180) azimuthal range (deg)



.. parsed-literal::

    <IPython.core.display.Javascript object>



.. raw:: html

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" width="1000">




.. parsed-literal::

    <matplotlib.legend.Legend at 0x7ffad1b43cf8>



.. code:: python

    print("Total execution time: %.3fs"%(time.time() - start_time))


.. parsed-literal::

    Total execution time: 33.339s


With the first model, the refinement was not perfect on the very low
angles and indicates a miss-fit. Relaxing the constrains on *rot1*
allowed to spot a non (perfect) orthogonality between the goniometer
axis and the incident beam. Releasing the distances is also possible,
for example to cope with the sample not perfectly mounted on the center
of the goniometer.

Conclusion
----------

This notebook exposes the how to calibrate the goniometer for a small
detector moving on a 2theta arm. Once calibrated, the geometry can be
saved and restored and stays valid as long as the detector or the
goniometer is not unmounted from the beam-line. This configuration can
subsequently be used to integrate the data acquired with any sample, in
minutes instead of hours. The resolution limit is now the pixel size.
Fortunately, pixel detector with small pixel like the MaxiPix or the
Lambda detector exists and offer higher resolution.
