author: Cyril Guilloud ESRF BCU 2013-2022
Xcalibu is a python library to manage calibrations tables or polynomia. It includes a PyTango device server in order to optionaly run it as a server.
xcalibu.py : python library Xcalibuds.py : PyTango device server
Xcalibu name comes from the first use of this library to calibrate undulators at ESRF.
- https://en.wikipedia.org/wiki/Undulator
- https://en.wikipedia.org/wiki/European_Synchrotron_Radiation_Facility
Available on PyPi or anaconda.org
to plot: ./xcalibu.py -p
to debug:./xcalibu.py -d10
plot a file:./xcalibu.py -p examples/xcalibu_calib_poly.calib
import numpy
import xcalibu
calib = xcalibu.Xcalibu()
calib.set_calib_file_name("mycalib.calib")
calib.set_calib_type("TABLE")
calib.set_reconstruction_method("INTERPOLATION")
calib.set_calib_time("1234.5678")
calib.set_calib_name("CAL")
calib.set_calib_description("dynamic calibration created for demo")
calib.set_raw_x(numpy.linspace(1, 10, 10))
calib.set_raw_y(numpy.array([3, 6, 5, 4, 2, 5, 7, 3, 7, 4]))
calib.save()This will create a file named mycalib.calib in your current directory.
% cat mycalib.calib
# XCALIBU CALIBRATION
CALIB_NAME=CAL
CALIB_TYPE=TABLE
CALIB_TIME=1234.5678
CALIB_DESC=dynamic calibration created for demo
CAL[1.000000] = 3.000000
CAL[2.000000] = 6.000000
CAL[3.000000] = 5.000000
CAL[4.000000] = 4.000000
CAL[5.000000] = 2.000000
CAL[6.000000] = 5.000000
CAL[7.000000] = 7.000000
CAL[8.000000] = 3.000000
CAL[9.000000] = 7.000000
CAL[10.000000] = 4.000000
That you can now use and plot for example:
% xcalibu ./mycalib.calib -p
------------------------{ Xcalibu }----------------------------------
[xcalibu] - log level = INFO (20)
use "./mycalib.calib" argument as calib test file
XCALIBU - INFO - DATA lines read : 10
XCALIBU - INFO - Ymin = 2 Ymax = 7 Nb points = 10
XCALIBU - INFO - Xmin = 1 Xmax = 10 Nb points = 10
XCALIBU - INFO - TABLE + INTERPOLATION => NO FIT
XCALIBU - INFO - y value of 5.5 = 3.5 (3.361701965332031e-05)
XCALIBU - INFO - Calculation of 25 values of y. duration : 0.00021958351135253906
XCALIBU - INFO - Plotting
%