Creation

script/PbpgPosScan.py

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+from mathutils import fit_polynomial
+from mathutils import PolynomialFunction
+import math
+from plotutils import plot_function
+print "Starting"
+
+
+#Creating averaging devices
+av_adc_xh1 = create_averager(adc_xh1, count = 10, interval = -1, name = "av_adc_xh1")
+av_adc_xh2 = create_averager(adc_yh2, count = 10, interval = -1, name = "av_adc_xh2")
+av_adc_xh2.monitored = True
+
+#The actuals scan
+r=lscan(pbpg_mx, [av_adc_xh1, av_adc_xh2], 0.0, 0.5, 10, latency = 0.0)
+
+#Fitting 
+values = to_array(r.getReadable(0), 'd')
+positions = r.getPositions(0)
+pars_polynomial = (a0, a1, a2) = fit_polynomial(values, positions, 2)
+
+#Writing metadata to data file
+path = get_exec_pars().scanPath
+set_attribute(path, "a0", a0)      
+set_attribute(path, "a1", a1)      
+set_attribute(path, "a2", a2)      
+
+#Plotting fit and writing fitting parameters
+outp = "a0="+ ("%0.4f" % a0) + "a1="+  ("%0.4f" % a1) + "a2="+  ("%0.4f" % a2)
+print outp
+p = get_plots()[0]
+p.addText((min(positions) + max(positions))/2, max(values), outp, Color.BLACK)
+plot_function(p, PolynomialFunction(pars_polynomial), "Fit",positions, show_points = False, show_lines = True, color = Color.BLUE)
+
+