Nexus -> CBF
============

In this tutorial we will see how to export a Nexus archive produced by
the Eiger detector from Dectris into a bunch of CBF files, similar to
the one generated by Pilatus detectors, using the FabIO library to write
images (and h5py which actually reads them).

**Nota:** HDF5 files produced by Nexus detector use a specific
LZ4/bitshuffle plugin for reading/writing. They require recent version
of hdf5 (>= 1.8.10 ), h5py (>= 2.5.0) and those plugins installed:

-  https://github.com/nexusformat/HDF5-External-Filter-Plugins/tree/master/LZ4
-  https://github.com/kiyo-masui/bitshuffle

| Under Windows, those plugins can easily be installed via this
repository which provides binary DLLs:
| https://github.com/silx-kit/hdf5plugin

.. code:: python

    #Run as first to set the plugin path, very important to handle Eiger data:
    import os
    os.environ["HDF5_PLUGIN_PATH"]="/usr/lib/x86_64-linux-gnu/hdf5/plugins"

.. code:: python

    import fabio

In this example we will use the Eiger 4M dataset which can be obtained
from Dectris: https://www.dectris.com/datasets.html. You may register to
get download access.

.. code:: python

    images = fabio.open("collect_01_00001_master.h5")
    print(images)


.. parsed-literal::

    Eiger dataset with 1800 frames from collect_01_00001_master.h5


Each "EigerImage" object contains a list to the corresponding HDF5
opened with h5py. So one can retrieve all metadata associated:

.. code:: python

    header = {}
    for key, value in images.h5["entry/instrument/detector"].items():
        try:
            val = value[()]
        except:
            print("%s: unprintable"%key)
        else:
            print("%s: %s"%(key, val))
            header[key] = val
        


.. parsed-literal::

    beam_center_x: 1051.0
    beam_center_y: 1001.0
    bit_depth_readout: 32
    count_time: 0.099996
    countrate_correction_applied: 0
    description: b'Dectris Eiger 4M'
    detectorSpecific: unprintable
    detector_distance: 0.00733
    detector_number: b'E-08-0102'
    detector_readout_time: 3.78e-06
    efficiency_correction_applied: 0
    flatfield_correction_applied: 1
    frame_time: 0.1
    geometry: unprintable
    pixel_mask_applied: 0
    sensor_material: b'Si'
    sensor_thickness: 0.00032
    threshold_energy: 5635.65
    virtual_pixel_correction_applied: 1
    x_pixel_size: 7.5e-05
    y_pixel_size: 7.5e-05


Now we can translate every single image into a CBF file, here we do only
a dozen of then:

.. code:: python

    for idx, frame in enumerate(images):
        cbf = fabio.cbfimage.cbfimage(header=header,data=frame.data)
        fname = "collect_01_00001_%04i.cbf"%idx
        cbf.write(fname)
        print(fname)
        if idx>10: 
            break


.. parsed-literal::

    collect_01_00001_0000.cbf
    collect_01_00001_0001.cbf
    collect_01_00001_0002.cbf
    collect_01_00001_0003.cbf
    collect_01_00001_0004.cbf
    collect_01_00001_0005.cbf
    collect_01_00001_0006.cbf
    collect_01_00001_0007.cbf
    collect_01_00001_0008.cbf
    collect_01_00001_0009.cbf
    collect_01_00001_0010.cbf
    collect_01_00001_0011.cbf


This is how to display an image using the notebook backend:

.. code:: python

    %pylab nbagg


.. parsed-literal::

    Populating the interactive namespace from numpy and matplotlib


.. code:: python

    imshow(numpy.log(fabio.open("collect_01_00001_0010.cbf").data))


.. parsed-literal::

    /scisoft/users/jupyter/jupy34/lib/python3.4/site-packages/ipykernel/__main__.py:1: RuntimeWarning: divide by zero encountered in log
      if __name__ == '__main__':



.. parsed-literal::

    <IPython.core.display.Javascript object>



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">




.. parsed-literal::

    <matplotlib.image.AxesImage at 0x7f47531e26a0>



Conclusion
----------

FabIO offers a versatile way for manipulating image files and convert
them.

.. code:: python

    #For info:
    print(fabio.version)
    print(fabio.eigerimage.h5py.version.version)
    print(fabio.eigerimage.h5py.version.hdf5_version)


.. parsed-literal::

    0.4.0-dev6
    2.6.0
    1.8.13