diff --git a/figures/figures_v1/align_all_runs/align_all_runs.py b/figures/figures_v1/align_all_runs/align_all_runs.py
new file mode 100644
index 0000000..e471910
--- /dev/null
+++ b/figures/figures_v1/align_all_runs/align_all_runs.py
@@ -0,0 +1,29 @@
+import sys
+sys.path.insert(0,"../../../")
+
+import numpy as np
+import matplotlib.pyplot as plt
+import xanes_analyzeRun
+
+
+def run80():
+  pars = dict( transx = 60, transy = -20, scalex = 0.9, scaley = 1.1, rotation = -0.03 )
+  r=xanes_analyzeRun.AnalyzeRun(80,initAlign=pars)
+  # NOTE: calib0 has sample in, so alignment has to be done with odd calibcycles
+  r.doShots(shots=slice(3,10),calib=1,doFit=True)
+  r.analyzeScan()
+  r.save(overwrite=True)
+
+def run82():
+  pars =  dict( rotation =  -0.03, scaley = 0.85, transx = 48, transy = 25.8 )
+  r=xanes_analyzeRun.AnalyzeRun(82,initAlign=pars)
+  r.doShots(shots=slice(5,10),calib=0,doFit=True)
+  r.analyzeScan()
+  r.save(overwrite=True)
+
+
+def run84():
+  # run 84 is IN/OUT scan and theta scan
+  r=xanes_analyzeRun.AnalyzeRun(84)
+  r.analyzeScan(calibsToFit='even', nImagesToFit=5)
+  r.save(overwrite=True)
diff --git a/figures/figures_v1/data/Fe_1bunch.txt b/figures/figures_v1/data/Fe_1bunch.txt
new file mode 100644
index 0000000..72054c9
--- /dev/null
+++ b/figures/figures_v1/data/Fe_1bunch.txt
@@ -0,0 +1,877 @@
+#calib2	target2_RT	
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diff --git a/figures/figures_v1/data/Fe_ref.txt b/figures/figures_v1/data/Fe_ref.txt
new file mode 100644
index 0000000..44bbee2
--- /dev/null
+++ b/figures/figures_v1/data/Fe_ref.txt
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+#	
+#	
diff --git a/figures/figures_v1/data/fig_fe_exas_spectra_runs_155_156.txt b/figures/figures_v1/data/fig_fe_exas_spectra_runs_155_156.txt
new file mode 100644
index 0000000..3dc094b
--- /dev/null
+++ b/figures/figures_v1/data/fig_fe_exas_spectra_runs_155_156.txt
@@ -0,0 +1,1026 @@
+# threshold=0.10; smoothWidth=1.00 eV
+E esrf_1b esrf_ref av_1_shots av_2_shots av_4_shots av_8_shots av_16_shots av_5_shots + nshots x (spectro1 spectro2 abs)
++7.05257e+03       +nan +8.51038e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +9.58874e-03       +nan +0.00000e+00 +1.74808e-03       +nan +0.00000e+00 +9.12601e-04       +nan +0.00000e+00 +1.05399e-03       +nan +0.00000e+00 -1.54242e-04       +nan
++7.05282e+03       +nan +8.49976e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +6.99255e-03       +nan +0.00000e+00 +1.58104e-03       +nan +0.00000e+00 +1.79955e-03       +nan +0.00000e+00 +1.79955e-03       +nan +0.00000e+00 -8.74069e-04       +nan
++7.05307e+03       +nan +8.48915e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +9.80788e-03       +nan +0.00000e+00 +2.10811e-03       +nan +0.00000e+00 +1.79961e-03       +nan +0.00000e+00 +2.64800e-03       +nan +0.00000e+00 +2.00528e-03       +nan
++7.05333e+03       +nan +8.47875e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +8.79266e-03       +nan +0.00000e+00 +1.54257e-04       +nan +0.00000e+00 -2.82805e-04       +nan +0.00000e+00 +2.36528e-03       +nan +0.00000e+00 +1.24691e-03       +nan
++7.05358e+03       +nan +8.46890e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.05155e-02       +nan +0.00000e+00 +2.68673e-03       +nan +0.00000e+00 +2.39106e-03       +nan +0.00000e+00 +1.67117e-03       +nan +0.00000e+00 -2.19824e-03       +nan
++7.05383e+03       +nan +8.45905e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +9.38458e-03       +nan +0.00000e+00 +1.72265e-03       +nan +0.00000e+00 +1.04130e-03       +nan +0.00000e+00 +1.67123e-03       +nan +0.00000e+00 +9.89880e-04       +nan
++7.05408e+03       +nan +8.44920e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.39230e-02       +nan +0.00000e+00 +1.15704e-03       +nan +0.00000e+00 +7.32792e-04       +nan +0.00000e+00 +1.59414e-03       +nan +0.00000e+00 -2.66119e-03       +nan
++7.05433e+03       +nan +8.43935e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.25864e-02       +nan +0.00000e+00 -1.46563e-03       +nan +0.00000e+00 -1.82561e-03       +nan +0.00000e+00 -3.21410e-03       +nan +0.00000e+00 +7.84240e-04       +nan
++7.05458e+03       +nan +8.42950e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.47468e-02       +nan +0.00000e+00 +2.00566e-03       +nan +0.00000e+00 -8.35692e-04       +nan +0.00000e+00 +1.95423e-03       +nan +0.00000e+00 +1.92852e-04       +nan
++7.05483e+03       +nan +8.41965e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.38986e-02       +nan +0.00000e+00 +2.14715e-03       +nan +0.00000e+00 +1.74858e-03       +nan +0.00000e+00 +2.19858e-03       +nan +0.00000e+00 +8.74290e-04       +nan
++7.05508e+03       +nan +8.40980e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.42719e-02       +nan +0.00000e+00 +1.22147e-03       +nan +0.00000e+00 -2.45580e-03       +nan +0.00000e+00 +1.73578e-03       +nan +0.00000e+00 -1.80007e-03       +nan
++7.05533e+03       +nan +8.39995e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.12893e-02       +nan +0.00000e+00 +1.06722e-03       +nan +0.00000e+00 +1.15722e-04       +nan +0.00000e+00 -3.08592e-04       +nan +0.00000e+00 +1.50439e-03       +nan
++7.05558e+03       +nan +8.39010e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +1.14826e-02       +nan +0.00000e+00 +5.40054e-04       +nan +0.00000e+00 +7.84363e-04       +nan +0.00000e+00 +2.05735e-04       +nan +0.00000e+00 +6.17204e-04       +nan
++7.05584e+03       +nan +8.38025e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +5.86362e-03       +nan +0.00000e+00 +3.54903e-03       +nan +0.00000e+00 +1.02871e-04       +nan +0.00000e+00 +4.06339e-03       +nan +0.00000e+00 +3.60047e-04       +nan
++7.05609e+03       +nan +8.37040e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +7.47121e-03       +nan +0.00000e+00 +1.05446e-03       +nan +0.00000e+00 +3.07335e-03       +nan +0.00000e+00 +3.85777e-04       +nan +0.00000e+00 -3.08621e-04       +nan
++7.05634e+03       +nan +8.36055e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +5.77397e-03       +nan +0.00000e+00 -2.95771e-04       +nan +0.00000e+00 -7.20139e-04       +nan +0.00000e+00 +1.28596e-03       +nan +0.00000e+00 +2.64908e-03       +nan
++7.05659e+03       +nan +8.35070e-02       +nan       +nan       +nan       +nan       +nan       +nan +0.00000e+00 +4.61675e-03       +nan +0.00000e+00 +2.68774e-03       +nan +0.00000e+00 +1.37602e-03       +nan +0.00000e+00 +1.80040e-03       +nan +0.00000e+00 -8.35901e-04       +nan
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++7.08043e+03 +6.79125e-02 +7.52579e-02 +9.61819e-02 +9.61819e-02 +9.61819e-02 +9.61819e-02 +9.61819e-02 +9.61819e-02 +7.76481e-02 +6.53226e-02 +9.61819e-02 +7.41504e-04 +2.19203e-03       +nan +3.33241e-03 +1.00576e-03       +nan -1.89432e-03 -6.70504e-04       +nan +2.08746e-03 +1.76652e-03       +nan
++7.08068e+03 +6.95116e-02 +7.51877e-02 +9.09071e-02 +9.09071e-02 +9.09071e-02 +9.09071e-02 +9.09071e-02 +9.09071e-02 +7.91185e-02 +6.55305e-02 +9.09071e-02 +3.34359e-03 +2.69498e-03       +nan +3.40727e-03 +3.17208e-03       +nan +1.08730e-04 +2.75945e-03       +nan +2.16326e-03 +2.11472e-03       +nan
++7.08093e+03 +7.00572e-02 +7.51175e-02 +8.60236e-02 +8.60236e-02 +8.60236e-02 +8.60236e-02 +8.60236e-02 +8.60236e-02 +8.12544e-02 +7.03033e-02 +8.60236e-02 +3.37392e-04 +3.09479e-03       +nan +3.08754e-03 -3.22374e-04       +nan -1.39288e-03 -9.41332e-04       +nan +3.13686e-03 +2.42425e-03       +nan
++7.08118e+03 +6.87485e-02 +7.50474e-02 +8.20055e-02 +8.20055e-02 +8.20055e-02 +8.20055e-02 +8.20055e-02 +8.20055e-02 +8.55547e-02 +7.52826e-02 +8.20055e-02 +1.87484e-03 -1.54743e-04       +nan -5.20770e-04 +2.06324e-03       +nan -1.52537e-03 +3.64936e-03       +nan +1.98315e-03 +3.23671e-03       +nan
++7.08143e+03 +6.99003e-02 +7.49772e-02 +7.91470e-02 +7.91470e-02 +7.91470e-02 +7.91470e-02 +7.91470e-02 +7.91470e-02 +8.87775e-02 +8.05459e-02 +7.91470e-02 +5.93623e-04 +7.99527e-04       +nan +5.07160e-04 -7.99527e-04       +nan -2.17068e-03 +4.25555e-03       +nan +1.01770e-03 +1.57326e-03       +nan
++7.08169e+03 +7.07863e-02 +7.49070e-02 +7.75380e-02 +7.75380e-02 +7.75380e-02 +7.75380e-02 +7.75380e-02 +7.75380e-02 +9.11390e-02 +7.98386e-02 +7.75380e-02 +7.26702e-04 +2.47602e-03       +nan -3.12446e-04 +2.35995e-03       +nan -1.23064e-03 +2.06335e-04       +nan +6.32251e-05 +5.26153e-03       +nan
++7.08194e+03 +7.11292e-02 +7.48369e-02 +7.70794e-02 +7.70794e-02 +7.70794e-02 +7.70794e-02 +7.70794e-02 +7.70794e-02 +9.34511e-02 +8.21877e-02 +7.70794e-02 +6.43901e-04 -9.02736e-05       +nan +1.32821e-03 -3.99783e-04       +nan -2.21308e-04 -2.57925e-05       +nan +8.85385e-04 +2.26974e-03       +nan
++7.08219e+03 +7.59526e-02 +7.47667e-02 +7.75305e-02 +7.75305e-02 +7.75305e-02 +7.75305e-02 +7.75305e-02 +7.75305e-02 +8.94670e-02 +8.11967e-02 +7.75305e-02 -1.00859e-03 +8.51172e-04       +nan +1.99780e-03 -1.28966e-04       +nan -1.62082e-03 -1.26386e-03       +nan +1.50602e-03 +1.10910e-03       +nan
++7.08244e+03 +7.86736e-02 +7.46965e-02 +7.85736e-02 +7.85736e-02 +7.85736e-02 +7.85736e-02 +7.85736e-02 +7.85736e-02 +8.51760e-02 +7.35637e-02 +7.85736e-02 +7.96526e-04 +2.57937e-03       +nan -3.65802e-04 +1.10913e-03       +nan -1.25097e-03 +1.45735e-03       +nan +6.55716e-04 -2.36013e-03       +nan
++7.08269e+03 +7.88012e-02 +7.46264e-02 +7.98829e-02 +7.98829e-02 +7.98829e-02 +7.98829e-02 +7.98829e-02 +7.98829e-02 +8.15748e-02 +7.09732e-02 +7.98829e-02 +6.38768e-04 +3.27589e-03       +nan -1.40504e-03 -1.36710e-03       +nan -2.38967e-03 +1.48318e-03       +nan +2.98547e-03 +3.86916e-05       +nan
++7.08294e+03 +7.59569e-02 +7.45562e-02 +8.11851e-02 +8.11851e-02 +8.11851e-02 +8.11851e-02 +8.11851e-02 +8.11851e-02 +8.01788e-02 +7.08073e-02 +8.11851e-02 +1.24175e-03 +2.77296e-03       +nan -1.23884e-03 -4.64310e-04       +nan -1.39406e-03 +2.19258e-03       +nan -8.31560e-04 +2.34735e-03       +nan
++7.08319e+03 +7.41786e-02 +7.44860e-02 +8.23015e-02 +8.23015e-02 +8.23015e-02 +8.23015e-02 +8.23015e-02 +8.23015e-02 +8.11685e-02 +7.12733e-02 +8.23015e-02 +3.44310e-03 -1.93467e-03       +nan -2.25741e-03 +2.51507e-03       +nan -6.74691e-04 +4.07571e-03       +nan +1.81446e-03 +2.96650e-04       +nan
++7.08344e+03 +7.35571e-02 +7.44089e-02 +8.31660e-02 +8.31660e-02 +8.31660e-02 +8.31660e-02 +8.31660e-02 +8.31660e-02 +7.80996e-02 +6.84117e-02 +8.31660e-02 +2.89741e-03 +2.33456e-03       +nan -6.95507e-04 +1.77994e-03       +nan -1.69519e-03 +1.30271e-03       +nan +2.93870e-04 +8.89971e-04       +nan
++7.08369e+03 +7.37921e-02 +7.43290e-02 +8.38166e-02 +8.38166e-02 +8.38166e-02 +8.38166e-02 +8.38166e-02 +8.38166e-02 +7.35015e-02 +6.26477e-02 +8.38166e-02 +1.90464e-03 +2.21853e-03       +nan -1.66214e-04 -7.73907e-05       +nan -9.54716e-04 +3.09563e-04       +nan +1.62388e-05 -9.02891e-05       +nan
++7.08394e+03 +7.31378e-02 +7.42492e-02 +8.43630e-02 +8.43630e-02 +8.43630e-02 +8.43630e-02 +8.43630e-02 +8.43630e-02 +7.13383e-02 +6.12820e-02 +8.43630e-02 +1.74901e-03 +1.47046e-03       +nan +9.81875e-04 +2.63135e-03       +nan -4.79186e-04 +3.79223e-03       +nan +5.89713e-04 +1.49626e-03       +nan
++7.08420e+03 +7.16788e-02 +7.41694e-02 +8.49388e-02 +8.49388e-02 +8.49388e-02 +8.49388e-02 +8.49388e-02 +8.49388e-02 +6.79496e-02 +6.30248e-02 +8.49388e-02 +1.64376e-03 +2.70880e-03       +nan +3.09061e-04 +2.43792e-03       +nan -6.36839e-04 +4.38568e-04       +nan +2.69893e-04 +4.90165e-04       +nan
++7.08445e+03 +7.11469e-02 +7.40895e-02 +8.56545e-02 +8.56545e-02 +8.56545e-02 +8.56545e-02 +8.56545e-02 +8.56545e-02 +7.12811e-02 +6.18396e-02 +8.56545e-02 +2.85045e-03 +2.57988e-03       +nan +2.52051e-03 +2.76047e-03       +nan -2.06683e-03 +3.75372e-03       +nan -4.45108e-04 -3.86981e-05       +nan
++7.08470e+03 +6.80732e-02 +7.40097e-02 +8.65628e-02 +8.65628e-02 +8.65628e-02 +8.65628e-02 +8.65628e-02 +8.65628e-02 +7.53229e-02 +6.67817e-02 +8.65628e-02 +8.90623e-04 +2.64444e-03       +nan +4.96271e-04 +1.70276e-03       +nan -1.30808e-03 -3.22492e-04       +nan +2.32438e-03 +6.06285e-04       +nan
++7.08495e+03 +6.31890e-02 +7.39299e-02 +8.76507e-02 +8.76507e-02 +8.76507e-02 +8.76507e-02 +8.76507e-02 +8.76507e-02 +8.09192e-02 +6.61512e-02 +8.76507e-02 +2.66925e-03 -6.06300e-04       +nan +1.34977e-03 +2.73480e-03       +nan -5.77615e-04 +1.14810e-03       +nan +1.11618e-03 -1.80600e-04       +nan
++7.08520e+03 +6.47987e-02 +7.38500e-02 +8.88553e-02 +8.88553e-02 +8.88553e-02 +8.88553e-02 +8.88553e-02 +8.88553e-02 +8.26546e-02 +6.82555e-02 +8.88553e-02 +1.28337e-03 +1.50934e-03       +nan +3.70768e-03 +3.74109e-04       +nan -3.09884e-04 +7.35317e-04       +nan +9.27651e-04 -3.74109e-04       +nan
++7.08545e+03 +6.60227e-02 +7.37702e-02 +9.00959e-02 +9.00959e-02 +9.00959e-02 +9.00959e-02 +9.00959e-02 +9.00959e-02 +8.56548e-02 +6.94182e-02 +9.00959e-02 -9.02260e-05 +5.93428e-04       +nan +2.24988e-03 +1.29006e-05       +nan +3.99393e-04 +2.43822e-03       +nan +1.95088e-03 -2.46402e-03       +nan
++7.08570e+03 +6.72007e-02 +7.36904e-02 +9.13067e-02 +9.13067e-02 +9.13067e-02 +9.13067e-02 +9.13067e-02 +9.13067e-02 +8.76644e-02 +7.37159e-02 +9.13067e-02 +3.99021e-04 +1.53521e-03       +nan +6.69690e-04 +5.16037e-04       +nan -7.05643e-04 +3.01882e-03       +nan -7.17981e-05 -9.67569e-04       +nan
++7.08595e+03 +7.14940e-02 +7.36105e-02 +9.24555e-02 +9.24555e-02 +9.24555e-02 +9.24555e-02 +9.24555e-02 +9.24555e-02 +9.81649e-02 +8.40515e-02 +9.24555e-02 +2.40054e-06 +2.58025e-04       +nan +9.87793e-05 +2.29642e-03       +nan -6.43633e-04 +3.05759e-03       +nan +2.22990e-03 +2.81247e-03       +nan
++7.08620e+03 +7.15516e-02 +7.35307e-02 +9.35440e-02 +9.35440e-02 +9.35440e-02 +9.35440e-02 +9.35440e-02 +9.35440e-02 +1.15773e-01 +1.01651e-01 +9.35440e-02 +1.24598e-03 +3.22538e-04       +nan +1.32454e-03 +2.67062e-03       +nan -3.52597e-04 +1.74171e-03       +nan -3.55974e-04 +5.67667e-04       +nan
++7.08645e+03 +6.90135e-02 +7.34509e-02 +9.45920e-02 +9.45920e-02 +9.45920e-02 +9.45920e-02 +9.45920e-02 +9.45920e-02 +1.42748e-01 +1.20542e-01 +9.45920e-02 +1.74311e-04 +1.16117e-04       +nan +2.38657e-03 +1.93528e-03       +nan +1.87993e-03 +2.54166e-03       +nan +3.13199e-03 +2.41264e-03       +nan
++7.08671e+03 +7.00375e-02 +7.33710e-02 +9.56162e-02 +9.56162e-02 +9.56162e-02 +9.56162e-02 +9.56162e-02 +9.56162e-02 +1.74103e-01 +1.47975e-01 +9.56162e-02 +6.53783e-04 +8.38639e-04       +nan +2.91644e-03 +5.41890e-04       +nan +2.20316e-03 +3.12232e-03       +nan +1.02079e-03 +4.51575e-04       +nan
++7.08696e+03 +7.16327e-02 +7.32912e-02 +9.66127e-02 +9.66127e-02 +9.66127e-02 +9.66127e-02 +9.66127e-02 +9.66127e-02 +2.08158e-01 +1.72660e-01 +9.66127e-02 -1.37894e-04 +2.29663e-03       +nan -6.38359e-04 +2.69661e-03       +nan +4.12558e-04 +3.32883e-03       +nan +3.67437e-04 +1.23863e-03       +nan
++7.08721e+03 +7.37017e-02 +7.32114e-02 +9.75492e-02 +9.75492e-02 +9.75492e-02 +9.75492e-02 +9.75492e-02 +9.75492e-02 +2.45944e-01 +2.03360e-01 +9.75492e-02 -1.59411e-03 +3.38052e-03       +nan +4.07583e-04 +3.65148e-03       +nan +6.18235e-04 +3.74180e-04       +nan +1.09172e-03 +1.96122e-03       +nan
++7.08746e+03 +7.65537e-02 +7.31315e-02 +9.83661e-02 +9.83661e-02 +9.83661e-02 +9.83661e-02 +9.83661e-02 +9.83661e-02 +2.73254e-01 +2.27042e-01 +9.83661e-02 +2.42116e-03 +4.25800e-04       +nan +1.55663e-03 +2.05158e-03       +nan +8.68403e-04 +1.29030e-05       +nan +7.81317e-04 +2.23223e-03       +nan
++7.08771e+03 +7.62637e-02 +7.30517e-02 +9.89861e-02 +9.89861e-02 +9.89861e-02 +9.89861e-02 +9.89861e-02 +9.89861e-02 +2.92732e-01 +2.43241e-01 +9.89861e-02 +2.60180e-03 +4.01294e-03       +nan +2.17090e-03 +3.10971e-03       +nan +1.11133e-03 +3.70326e-03       +nan +1.55640e-03 +3.25164e-03       +nan
++7.08796e+03 +7.47538e-02 +7.29844e-02 +9.93248e-02 +9.93248e-02 +9.93248e-02 +9.93248e-02 +9.93248e-02 +9.93248e-02 +3.00636e-01 +2.48021e-01 +9.93248e-02 +2.80130e-03 +2.58073e-04       +nan -1.28410e-03 +1.54844e-04       +nan +2.41730e-03 +4.64531e-03       +nan +1.40879e-03 -1.41940e-03       +nan
++7.08821e+03 +7.67920e-02 +7.29206e-02 +9.93033e-02 +9.93033e-02 +9.93033e-02 +9.93033e-02 +9.93033e-02 +9.93033e-02 +3.01221e-01 +2.50504e-01 +9.93033e-02 +3.67955e-03 +2.55498e-03       +nan +4.06718e-05 -1.29039e-05       +nan +1.22670e-03 +8.38756e-04       +nan +3.53609e-03 -6.19389e-04       +nan
++7.08846e+03 +7.60554e-02 +7.28568e-02 +9.88596e-02 +9.88596e-02 +9.88596e-02 +9.88596e-02 +9.88596e-02 +9.88596e-02 +2.89654e-01 +2.43026e-01 +9.88596e-02 +2.03440e-03 +2.81312e-03       +nan +1.54525e-03 +2.50342e-03       +nan +8.45570e-04 +2.47761e-03       +nan +1.32704e-03 -5.03265e-04       +nan
++7.08871e+03 +7.45907e-02 +7.27930e-02 +9.79580e-02 +9.79580e-02 +9.79580e-02 +9.79580e-02 +9.79580e-02 +9.79580e-02 +2.70230e-01 +2.28810e-01 +9.79580e-02 +4.62347e-04 +2.95514e-03       +nan +8.59218e-04 +1.00655e-03       +nan +2.48613e-03 +1.05817e-03       +nan +8.93370e-05 +7.61368e-04       +nan
++7.08896e+03 +7.67187e-02 +7.27292e-02 +9.65958e-02 +9.65958e-02 +9.65958e-02 +9.65958e-02 +9.65958e-02 +9.65958e-02 +2.52046e-01 +2.16079e-01 +9.65958e-02 +1.46750e-03 +1.09691e-03       +nan -8.19915e-04 +3.09716e-03       +nan +2.54455e-03 +6.32337e-04       +nan -1.35012e-03 +1.96154e-03       +nan
++7.08921e+03 +7.64641e-02 +7.26653e-02 +9.48043e-02 +9.48043e-02 +9.48043e-02 +9.48043e-02 +9.48043e-02 +9.48043e-02 +2.30921e-01 +1.97410e-01 +9.48043e-02 +2.19967e-03 +3.85863e-03       +nan -7.20219e-04 -6.45257e-04       +nan +9.42633e-04 -2.32292e-04       +nan -2.09236e-03 +5.22658e-03       +nan
++7.08947e+03 +7.55594e-02 +7.26015e-02 +9.26439e-02 +9.26439e-02 +9.26439e-02 +9.26439e-02 +9.26439e-02 +9.26439e-02 +2.02810e-01 +1.77901e-01 +9.26439e-02 -6.36676e-04 +9.03380e-04       +nan -1.01093e-03 +1.56156e-03       +nan -1.22103e-03 +1.84548e-03       +nan -8.22078e-04 -7.87231e-04       +nan
++7.08972e+03 +7.66619e-02 +7.25377e-02 +9.01963e-02 +9.01963e-02 +9.01963e-02 +9.01963e-02 +9.01963e-02 +9.01963e-02 +1.75127e-01 +1.54985e-01 +9.01963e-02 -3.92403e-04 +3.62651e-03       +nan -4.45327e-04 -7.74343e-04       +nan -2.81818e-03 +4.59444e-03       +nan +3.68538e-04 +1.36801e-03       +nan
++7.08997e+03 +7.43086e-02 +7.24739e-02 +8.75572e-02 +8.75572e-02 +8.75572e-02 +8.75572e-02 +8.75572e-02 +8.75572e-02 +1.48454e-01 +1.33461e-01 +8.75572e-02 +1.44397e-03 +1.72941e-03       +nan -2.09317e-03 -7.22737e-04       +nan -2.33158e-03 +1.44547e-03       +nan +1.39300e-03 +3.07163e-03       +nan
++7.09022e+03 +7.19375e-02 +7.24101e-02 +8.48333e-02 +8.48333e-02 +8.48333e-02 +8.48333e-02 +8.48333e-02 +8.48333e-02 +1.20161e-01 +1.11252e-01 +8.48333e-02 +7.49429e-04 +4.77533e-04       +nan -1.42510e-03 +2.23279e-03       +nan -1.70477e-03 +4.95602e-03       +nan +7.64768e-04 +1.41969e-04       +nan
++7.09047e+03 +7.48705e-02 +7.23463e-02 +8.21474e-02 +8.21474e-02 +8.21474e-02 +8.21474e-02 +8.21474e-02 +8.21474e-02 +1.02344e-01 +9.13013e-02 +8.21474e-02 +1.22202e-03 +1.22613e-03       +nan -1.93278e-03 -1.35519e-03       +nan -2.41355e-03 +1.60042e-03       +nan +2.63162e-03 +1.38101e-03       +nan
++7.09072e+03 +7.17193e-02 +7.22825e-02 +7.96450e-02 +7.96450e-02 +7.96450e-02 +7.96450e-02 +7.96450e-02 +7.96450e-02 +8.72185e-02 +7.74800e-02 +7.96450e-02 +2.62590e-03 +1.97475e-03       +nan -1.54457e-03 +1.75534e-03       +nan -2.04252e-03 +1.21325e-03       +nan +3.15289e-06 +7.22786e-04       +nan
++7.09097e+03 +6.75326e-02 +7.22187e-02 +7.74952e-02 +7.74952e-02 +7.74952e-02 +7.74952e-02 +7.74952e-02 +7.74952e-02 +8.05320e-02 +6.80466e-02 +7.74952e-02 -9.40108e-04 +2.98156e-03       +nan -8.74359e-04 +5.29194e-04       +nan -3.03392e-03 +1.83282e-03       +nan +1.60963e-03 +1.80700e-03       +nan
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++7.09147e+03 +6.78592e-02 +7.20954e-02 +7.49450e-02 +7.49450e-02 +7.49450e-02 +7.49450e-02 +7.49450e-02 +7.49450e-02 +6.94244e-02 +6.10666e-02 +7.49450e-02 +2.26501e-03 -2.11687e-03       +nan +1.48361e-03 +2.40084e-03       +nan -2.52329e-03 +1.63928e-03       +nan +1.46256e-03 +2.03943e-03       +nan
++7.09172e+03 +6.91910e-02 +7.20371e-02 +7.47912e-02 +7.47912e-02 +7.47912e-02 +7.47912e-02 +7.47912e-02 +7.47912e-02 +7.08159e-02 +5.93641e-02 +7.47912e-02 +2.82220e-03 +2.29763e-03       +nan -8.68876e-04 +3.02048e-03       +nan -2.35248e-03 +3.08502e-03       +nan +4.85056e-04 +2.32345e-03       +nan
++7.09198e+03 +7.25102e-02 +7.19789e-02 +7.54009e-02 +7.54009e-02 +7.54009e-02 +7.54009e-02 +7.54009e-02 +7.54009e-02 +7.69664e-02 +6.43351e-02 +7.54009e-02 +1.55378e-03 +8.13225e-04       +nan -3.08123e-04 +5.29242e-04       +nan +1.82566e-04 +2.06533e-03       +nan +2.57702e-06 -1.41992e-04       +nan
++7.09223e+03 +7.14644e-02 +7.19207e-02 +7.66380e-02 +7.66380e-02 +7.66380e-02 +7.66380e-02 +7.66380e-02 +7.66380e-02 +8.66776e-02 +7.12943e-02 +7.66380e-02 +3.27607e-04 +4.66001e-03       +nan +2.19963e-03 -3.48533e-04       +nan +2.07102e-03 +2.34937e-03       +nan -1.18373e-03 +1.16178e-04       +nan
++7.09248e+03 +7.00511e-02 +7.18624e-02 +7.82618e-02 +7.82618e-02 +7.82618e-02 +7.82618e-02 +7.82618e-02 +7.82618e-02 +9.58829e-02 +8.04870e-02 +7.82618e-02 +1.17554e-03 +2.64632e-03       +nan +3.31267e-04 +2.47851e-03       +nan -1.60596e-03 +1.79434e-03       +nan +2.59177e-03 +2.71087e-03       +nan
++7.09273e+03 +7.09780e-02 +7.18042e-02 +7.99763e-02 +7.99763e-02 +7.99763e-02 +7.99763e-02 +7.99763e-02 +7.99763e-02 +1.05423e-01 +8.37548e-02 +7.99763e-02 +3.08487e-03 +1.12310e-03       +nan -1.30899e-03 -1.93638e-04       +nan -1.41128e-04 +2.07838e-03       +nan +1.13054e-03 -6.06732e-04       +nan
++7.09298e+03 +7.20944e-02 +7.17459e-02 +8.14986e-02 +8.14986e-02 +8.14986e-02 +8.14986e-02 +8.14986e-02 +8.14986e-02 +1.10267e-01 +8.59254e-02 +8.14986e-02 +3.44540e-03 +1.89769e-03       +nan +6.00935e-04 +3.76957e-03       +nan -2.88638e-04 +3.20155e-03       +nan -1.12446e-04 +9.68210e-04       +nan
++7.09323e+03 +7.35084e-02 +7.16877e-02 +8.26220e-02 +8.26220e-02 +8.26220e-02 +8.26220e-02 +8.26220e-02 +8.26220e-02 +1.08154e-01 +8.54109e-02 +8.26220e-02 +1.58650e-03 +7.48766e-04       +nan -2.54263e-03 +2.45285e-04       +nan +5.56581e-04 +2.69814e-03       +nan +5.63804e-04 -4.26022e-04       +nan
++7.09348e+03 +7.54861e-02 +7.16295e-02 +8.32554e-02 +8.32554e-02 +8.32554e-02 +8.32554e-02 +8.32554e-02 +8.32554e-02 +1.05543e-01 +8.60712e-02 +8.32554e-02 +1.19922e-03 +1.30391e-03       +nan -1.89850e-03 +1.17481e-03       +nan +3.08429e-03 +1.60084e-03       +nan +1.43117e-04 -7.48782e-04       +nan
++7.09373e+03 +7.29888e-02 +7.15712e-02 +8.34258e-02 +8.34258e-02 +8.34258e-02 +8.34258e-02 +8.34258e-02 +8.34258e-02 +1.01191e-01 +8.42269e-02 +8.34258e-02 +1.61221e-04 +1.85909e-03       +nan -3.13316e-03 -1.05865e-03       +nan +1.13544e-03 +3.31795e-03       +nan +2.89989e-04 +4.98338e-03       +nan
++7.09398e+03 +7.10566e-02 +7.15054e-02 +8.32486e-02 +8.32486e-02 +8.32486e-02 +8.32486e-02 +8.32486e-02 +8.32486e-02 +1.03829e-01 +8.90702e-02 +8.32486e-02 -4.02544e-04 +1.56218e-03       +nan -6.34166e-04 +7.22993e-04       +nan +2.32632e-04 +3.15019e-03       +nan +4.38057e-04 +1.18777e-03       +nan
++7.09423e+03 +7.23146e-02 +7.14367e-02 +8.28801e-02 +8.28801e-02 +8.28801e-02 +8.28801e-02 +8.28801e-02 +8.28801e-02 +1.06168e-01 +9.10991e-02 +8.28801e-02 -4.51679e-04 +4.33805e-03       +nan +7.87811e-04 +1.30400e-03       +nan +1.12085e-03 +2.32396e-03       +nan +1.65948e-03 +2.54344e-03       +nan
++7.09449e+03 +7.07043e-02 +7.13680e-02 +8.24697e-02 +8.24697e-02 +8.24697e-02 +8.24697e-02 +8.24697e-02 +8.24697e-02 +1.10962e-01 +9.73630e-02 +8.24697e-02 +5.97465e-04 +1.65263e-03       +nan +1.65606e-03 +7.61758e-04       +nan -1.30061e-03 +3.24070e-03       +nan +1.88315e-04 +3.87335e-05       +nan
++7.09474e+03 +7.02757e-02 +7.12993e-02 +8.21283e-02 +8.21283e-02 +8.21283e-02 +8.21283e-02 +8.21283e-02 +8.21283e-02 +1.25511e-01 +1.09812e-01 +8.21283e-02 -4.21125e-04 +4.13166e-03       +nan +3.62206e-04 +1.67849e-03       +nan -1.18553e-03 +2.76305e-03       +nan +6.86209e-04 -9.55446e-04       +nan
++7.09499e+03 +7.30279e-02 +7.12307e-02 +8.19174e-02 +8.19174e-02 +8.19174e-02 +8.19174e-02 +8.19174e-02 +8.19174e-02 +1.43201e-01 +1.23410e-01 +8.19174e-02 +2.65806e-04 +4.64822e-04       +nan +1.21300e-03 +2.42740e-03       +nan -2.27594e-04 +4.38998e-04       +nan +4.33849e-04 +1.57523e-03       +nan
++7.09524e+03 +7.24372e-02 +7.11620e-02 +8.18582e-02 +8.18582e-02 +8.18582e-02 +8.18582e-02 +8.18582e-02 +8.18582e-02 +1.65686e-01 +1.42768e-01 +8.18582e-02 -2.52843e-04 +3.83486e-03       +nan -2.58705e-04 -8.00543e-04       +nan -8.51849e-04 +6.58511e-04       +nan +1.00402e-03 -1.56235e-03       +nan
++7.09549e+03 +7.17801e-02 +7.10747e-02 +8.19501e-02 +8.19501e-02 +8.19501e-02 +8.19501e-02 +8.19501e-02 +8.19501e-02 +1.93133e-01 +1.64980e-01 +8.19501e-02 -1.64021e-03 +8.39297e-04       +nan -1.09818e-03 +2.85361e-03       +nan -3.45607e-04 +1.05881e-03       +nan +9.05375e-04 +1.67859e-03       +nan
++7.09574e+03 +7.18961e-02 +7.09744e-02 +8.21886e-02 +8.21886e-02 +8.21886e-02 +8.21886e-02 +8.21886e-02 +8.21886e-02 +2.23976e-01 +1.90847e-01 +8.21886e-02 +1.09568e-03 -2.45338e-04       +nan +6.41458e-04 +1.80776e-04       +nan -4.43458e-04 -6.58539e-04       +nan -6.39071e-04 +3.27978e-03       +nan
++7.09599e+03 +6.97741e-02 +7.08502e-02 +8.25761e-02 +8.25761e-02 +8.25761e-02 +8.25761e-02 +8.25761e-02 +8.25761e-02 +2.59094e-01 +2.18756e-01 +8.25761e-02 +1.20738e-03 +5.16512e-05       +nan -5.51938e-04 +3.35733e-04       +nan -7.86883e-04 +1.43332e-03       +nan +1.69554e-03 -1.93692e-04       +nan
++7.09624e+03 +6.86895e-02 +7.07104e-02 +8.31224e-02 +8.31224e-02 +8.31224e-02 +8.31224e-02 +8.31224e-02 +8.31224e-02 +2.96657e-01 +2.44780e-01 +8.31224e-02 +6.42627e-04 +2.42766e-03       +nan +2.01869e-03 +1.07179e-03       +nan -5.49510e-04 -9.68481e-04       +nan +2.14704e-03 +1.35587e-03       +nan
++7.09649e+03 +6.96144e-02 +7.06645e-02 +8.38368e-02 +8.38368e-02 +8.38368e-02 +8.38368e-02 +8.38368e-02 +8.38368e-02 +3.19896e-01 +2.69089e-01 +8.38368e-02 +1.68180e-03 -2.58267e-05       +nan +1.86869e-03 +3.61574e-04       +nan -7.06014e-04 +2.77637e-03       +nan +1.10443e-03 -1.42047e-04       +nan
++7.09674e+03 +6.97043e-02 +7.06754e-02 +8.47162e-02 +8.47162e-02 +8.47162e-02 +8.47162e-02 +8.47162e-02 +8.47162e-02 +3.36651e-01 +2.83402e-01 +8.47162e-02 +1.75399e-03 +1.61420e-03       +nan +1.58756e-03 +1.29136e-05       +nan +5.78544e-04 +2.22114e-03       +nan +2.50728e-03 +4.00322e-04       +nan
++7.09699e+03 +7.04651e-02 +7.06623e-02 +8.57347e-02 +8.57347e-02 +8.57347e-02 +8.57347e-02 +8.57347e-02 +8.57347e-02 +3.39039e-01 +2.83899e-01 +8.57347e-02 +2.37668e-03 +1.71755e-03       +nan +2.39378e-04 +6.32781e-04       +nan +5.90946e-04 +1.49801e-03       +nan +3.26268e-03 +1.54967e-04       +nan
++7.09725e+03 +7.22674e-02 +7.06358e-02 +8.68389e-02 +8.68389e-02 +8.68389e-02 +8.68389e-02 +8.68389e-02 +8.68389e-02 +3.35672e-01 +2.71482e-01 +8.68389e-02 +6.56002e-04 +1.60136e-03       +nan +4.81548e-03 +1.39473e-03       +nan +1.08369e-03 +6.32794e-04       +nan +1.12436e-03 +1.05896e-03       +nan
++7.09750e+03 +7.24382e-02 +7.06375e-02 +8.79495e-02 +8.79495e-02 +8.79495e-02 +8.79495e-02 +8.79495e-02 +8.79495e-02 +3.22203e-01 +2.62086e-01 +8.79495e-02 +4.67362e-04 +1.64013e-03       +nan +7.85116e-04 +9.04011e-05       +nan +1.25644e-03 +1.52390e-03       +nan +2.76400e-03 +1.88551e-03       +nan
++7.09775e+03 +7.31240e-02 +7.06543e-02 +8.89706e-02 +8.89706e-02 +8.89706e-02 +8.89706e-02 +8.89706e-02 +8.89706e-02 +3.10409e-01 +2.54291e-01 +8.89706e-02 +9.16224e-04 +5.42418e-04       +nan +4.36821e-04 -1.54976e-04       +nan +9.76290e-04 +6.45735e-04       +nan +8.11527e-04 +3.17702e-03       +nan
++7.09800e+03 +7.46087e-02 +7.06585e-02 +8.98038e-02 +8.98038e-02 +8.98038e-02 +8.98038e-02 +8.98038e-02 +8.98038e-02 +3.11681e-01 +2.52359e-01 +8.98038e-02 +1.87078e-03 +1.57563e-03       +nan -2.72796e-05 +1.42065e-04       +nan -7.62747e-05 +1.04611e-03       +nan +3.82277e-04 -3.16529e-20       +nan
++7.09825e+03 +7.35850e-02 +7.06566e-02 +9.03642e-02 +9.03642e-02 +9.03642e-02 +9.03642e-02 +9.03642e-02 +9.03642e-02 +3.20330e-01 +2.57698e-01 +9.03642e-02 +1.47367e-03 +2.09227e-03       +nan +9.28244e-04 +2.88010e-03       +nan +2.03118e-03 +4.81738e-03       +nan +2.16244e-03 +2.95759e-03       +nan
++7.09850e+03 +7.35215e-02 +7.06490e-02 +9.05963e-02 +9.05963e-02 +9.05963e-02 +9.05963e-02 +9.05963e-02 +9.05963e-02 +3.27626e-01 +2.62895e-01 +9.05963e-02 +1.71412e-03 +3.90048e-03       +nan +2.50562e-03 +4.13296e-04       +nan +1.72921e-03 +3.52593e-03       +nan +2.83112e-04 +7.49099e-04       +nan
++7.09875e+03 +7.46990e-02 +7.06382e-02 +9.04850e-02 +9.04850e-02 +9.04850e-02 +9.04850e-02 +9.04850e-02 +9.04850e-02 +3.38268e-01 +2.72187e-01 +9.04850e-02 +5.85766e-05 -1.29158e-05       +nan +1.98974e-03 +1.17534e-03       +nan +1.86559e-03 +4.09430e-03       +nan +6.91836e-04 +5.16631e-05       +nan
++7.09900e+03 +7.30375e-02 +7.05991e-02 +9.00602e-02 +9.00602e-02 +9.00602e-02 +9.00602e-02 +9.00602e-02 +9.00602e-02 +3.53360e-01 +2.85018e-01 +9.00602e-02 +2.30742e-04 +6.58718e-04       +nan +1.19743e-03 +1.44660e-03       +nan +4.90899e-03 +4.94684e-03       +nan +2.62916e-03 +6.45802e-05       +nan
++7.09925e+03 +7.29933e-02 +7.05451e-02 +8.93929e-02 +8.93929e-02 +8.93929e-02 +8.93929e-02 +8.93929e-02 +8.93929e-02 +3.73896e-01 +3.00989e-01 +8.93929e-02 -2.04467e-05 +6.58731e-04       +nan +1.18251e-03 +4.52070e-04       +nan +4.79117e-03 +8.97683e-03       +nan +6.90213e-04 +8.52476e-04       +nan
++7.09950e+03 +7.47156e-02 +7.05303e-02 +8.85822e-02 +8.85822e-02 +8.85822e-02 +8.85822e-02 +8.85822e-02 +8.85822e-02 +3.88208e-01 +3.19388e-01 +8.85822e-02 +2.87914e-04 +6.71661e-04       +nan +1.42452e-03 +2.63498e-03       +nan +4.22123e-03 +9.53242e-03       +nan +1.05943e-03 +5.03746e-04       +nan
++7.09976e+03 +7.24303e-02 +7.05352e-02 +8.77365e-02 +8.77365e-02 +8.77365e-02 +8.77365e-02 +8.77365e-02 +8.77365e-02 +3.97403e-01 +3.29999e-01 +8.77365e-02 -1.64212e-04 +1.07210e-03       +nan +3.25928e-03 +1.48543e-03       +nan +5.78209e-03 +3.97838e-03       +nan +1.96815e-03 +2.38961e-03       +nan
++7.10001e+03 +7.26805e-02 +7.05435e-02 +8.69527e-02 +8.69527e-02 +8.69527e-02 +8.69527e-02 +8.69527e-02 +8.69527e-02 +3.94158e-01 +3.34798e-01 +8.69527e-02 -4.59833e-04 -1.42088e-04       +nan +3.24646e-03 +1.03337e-04       +nan +6.69177e-03 +8.39611e-03       +nan +9.17159e-04 +1.08504e-03       +nan
++7.10026e+03 +7.53011e-02 +7.05533e-02 +8.62993e-02 +8.62993e-02 +8.62993e-02 +8.62993e-02 +8.62993e-02 +8.62993e-02 +3.81012e-01 +3.25853e-01 +8.62993e-02 -6.68139e-04 +7.49206e-04       +nan +2.51716e-03 -4.65024e-04       +nan +9.75565e-03 +1.23877e-02       +nan +5.90196e-04 +1.29173e-05       +nan
++7.10051e+03 +7.52216e-02 +7.05727e-02 +8.58079e-02 +8.58079e-02 +8.58079e-02 +8.58079e-02 +8.58079e-02 +8.58079e-02 +3.49348e-01 +2.96007e-01 +8.58079e-02 +7.91048e-04 +1.02049e-03       +nan +1.29982e-03 +4.23697e-03       +nan +9.00881e-03 +1.00886e-02       +nan -7.40638e-04 +1.16258e-04       +nan
++7.10076e+03 +7.69541e-02 +7.05963e-02 +8.54755e-02 +8.54755e-02 +8.54755e-02 +8.54755e-02 +8.54755e-02 +8.54755e-02 +3.14298e-01 +2.65475e-01 +8.54755e-02 +3.55436e-04 +6.71729e-04       +nan +2.92639e-03 +4.00454e-04       +nan +1.10355e-02 +1.21945e-02       +nan -3.12376e-03 +2.45439e-04       +nan
++7.10101e+03 +8.00579e-02 +7.06059e-02 +8.52751e-02 +8.52751e-02 +8.52751e-02 +8.52751e-02 +8.52751e-02 +8.52751e-02 +2.71635e-01 +2.33004e-01 +8.52751e-02 -2.82642e-04 +2.06690e-03       +nan +3.41511e-03 +6.20070e-04       +nan +1.10388e-02 +1.14584e-02       +nan +5.22451e-04 +8.91350e-04       +nan
++7.10126e+03 +7.85575e-02 +7.06099e-02 +8.51719e-02 +8.51719e-02 +8.51719e-02 +8.51719e-02 +8.51719e-02 +8.51719e-02 +2.27836e-01 +1.97974e-01 +8.51719e-02 -1.02170e-03 +1.21433e-03       +nan +4.21410e-03 +2.45449e-03       +nan +1.21018e-02 +1.11873e-02       +nan -6.00773e-04 +1.26600e-03       +nan
++7.10151e+03 +7.91869e-02 +7.07035e-02 +8.51380e-02 +8.51380e-02 +8.51380e-02 +8.51380e-02 +8.51380e-02 +8.51380e-02 +1.96477e-01 +1.69350e-01 +8.51380e-02 +5.44720e-04 +3.25550e-03       +nan +2.21147e-03 -2.14449e-03       +nan +1.15940e-02 +1.02316e-02       +nan -1.83930e-04 +9.17223e-04       +nan
++7.10176e+03 +8.12687e-02 +7.08323e-02 +8.51634e-02 +8.51634e-02 +8.51634e-02 +8.51634e-02 +8.51634e-02 +8.51634e-02 +1.69519e-01 +1.50130e-01 +8.51634e-02 -7.60338e-04 +1.49859e-03       +nan +2.84397e-03 +1.14978e-03       +nan +8.63888e-03 +6.43361e-03       +nan +5.98496e-04 +3.97902e-03       +nan
++7.10201e+03 +7.98739e-02 +7.09017e-02 +8.52585e-02 +8.52585e-02 +8.52585e-02 +8.52585e-02 +8.52585e-02 +8.52585e-02 +1.56295e-01 +1.37098e-01 +8.52585e-02 -6.50493e-04 +8.39744e-04       +nan +1.27301e-03 +4.58630e-03       +nan +7.64048e-03 +7.35099e-03       +nan +1.17346e-03 +9.43098e-04       +nan
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++7.10252e+03 +7.97170e-02 +7.10127e-02 +8.57790e-02 +8.57790e-02 +8.57790e-02 +8.57790e-02 +8.57790e-02 +8.57790e-02 +1.64116e-01 +1.40243e-01 +8.57790e-02 +5.20268e-04 +5.24538e-03       +nan +2.79261e-03 -3.87590e-04       +nan +8.81138e-03 +7.93267e-03       +nan +3.61547e-04 -6.97661e-04       +nan
++7.10277e+03 +7.60505e-02 +7.10825e-02 +8.62791e-02 +8.62791e-02 +8.62791e-02 +8.62791e-02 +8.62791e-02 +8.62791e-02 +1.80779e-01 +1.50879e-01 +8.62791e-02 +1.10930e-04 +1.78295e-03       +nan +1.15453e-03 +1.03359e-03       +nan +1.09647e-02 +6.73127e-03       +nan +1.90772e-03 +2.08010e-03       +nan
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++7.10603e+03 +8.43186e-02 +7.19520e-02 +9.60611e-02 +9.60611e-02 +6.70671e-02 +6.70671e-02 +4.97142e-02 +6.70671e-02 +7.18517e-01 +5.77715e-01 +9.60611e-02 +9.56456e-04 +3.90278e-03       +nan -1.71552e-03 +1.60247e-03       +nan +2.53203e-02 +2.53035e-02 +3.80731e-02 +1.37781e-04 +3.34709e-03       +nan
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++7.10703e+03 +8.84053e-02 +7.27590e-02 +9.20136e-02 +9.20136e-02 +7.33500e-02 +7.33500e-02 +5.46864e-02 +7.33500e-02 +2.82134e-01 +2.28278e-01 +9.20136e-02 +2.40291e-03 +2.48142e-03       +nan +2.65460e-04 +1.49919e-03       +nan +2.34523e-02 +1.79903e-02 +5.46864e-02 +1.37213e-04 +1.07270e-03       +nan
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++7.10754e+03 +8.98458e-02 +7.35385e-02 +8.99633e-02 +8.99633e-02 +7.61719e-02 +7.61719e-02 +6.23804e-02 +7.61719e-02 +1.75217e-01 +1.47469e-01 +8.99633e-02 -1.10481e-03 +1.27953e-03       +nan +2.32222e-03 -6.20378e-04       +nan +2.93598e-02 +2.58232e-02 +6.23804e-02 -2.46413e-04 +2.04208e-03       +nan
++7.10779e+03 +9.14515e-02 +7.40667e-02 +8.92261e-02 +8.92261e-02 +7.70999e-02 +7.70999e-02 +6.49738e-02 +7.70999e-02 +1.51387e-01 +1.24311e-01 +8.92261e-02 -3.36489e-04 +4.26518e-03       +nan +2.23024e-03 +2.72713e-03       +nan +4.05394e-02 +3.13297e-02 +6.49738e-02 +2.74998e-03 +2.42986e-03       +nan
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++7.10829e+03 +9.36359e-02 +7.48989e-02 +8.87111e-02 +8.87111e-02 +7.79245e-02 +7.79245e-02 +6.71379e-02 +7.79245e-02 +1.29250e-01 +1.11274e-01 +8.87111e-02 -1.43888e-03 +1.24082e-03       +nan -1.35144e-03 +2.33947e-03       +nan +5.26179e-02 +4.73711e-02 +6.71379e-02 +3.01694e-03 +1.99049e-03       +nan
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++7.10904e+03 +1.00229e-01 +7.68065e-02 +9.15441e-02 +9.15441e-02 +7.87920e-02 +7.87920e-02 +6.60399e-02 +7.87920e-02 +1.56619e-01 +1.27049e-01 +9.15441e-02 -3.53581e-04 +3.95534e-03       +nan +2.12343e-03 -4.91186e-04       +nan +6.64599e-02 +5.77144e-02 +6.60399e-02 +8.99358e-04 +1.56404e-03       +nan
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++7.10954e+03 +1.03416e-01 +7.87503e-02 +9.66533e-02 +9.66533e-02 +8.19070e-02 +8.19070e-02 +8.19070e-02 +8.19070e-02 +1.86983e-01 +1.47452e-01 +9.66533e-02 +6.96690e-04 +4.23986e-03       +nan +1.83992e-03 +3.49013e-04       +nan +6.32150e-02 +5.51570e-02 +6.71608e-02 -8.13371e-04 +3.87792e-04       +nan
++7.10979e+03 +1.06394e-01 +7.98566e-02 +1.00252e-01 +1.00252e-01 +8.48275e-02 +1.00252e-01 +1.00252e-01 +8.48275e-02 +1.96024e-01 +1.59411e-01 +1.00252e-01 +2.88511e-03 +1.47364e-03       +nan +1.02097e-04 +1.75802e-03       +nan +5.92759e-02 +5.46926e-02 +6.94030e-02 -1.57170e-03 +2.63704e-03       +nan
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++7.18885e+03 +5.86006e-01 +5.71234e-01       +nan +5.82784e-01 +5.84484e-01 +5.84484e-01 +5.91776e-01 +5.84484e-01 -8.60009e-04 +3.57665e-03       +nan +4.22023e-01 +1.16034e-01 +5.82784e-01 +3.61415e-01 +9.48849e-02 +5.93399e-01 +1.03508e-01 +2.65657e-02 +5.84484e-01 +1.13720e-02 +4.67815e-03       +nan
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++7.18960e+03 +5.88374e-01 +5.74932e-01       +nan +5.86315e-01 +5.86315e-01 +5.87128e-01 +5.88364e-01 +5.86315e-01 +9.96094e-04 +1.16629e-03       +nan +2.90591e-01 +7.56794e-02 +5.86315e-01 +1.72998e-01 +4.61333e-02 +5.87128e-01 +1.37998e-01 +3.68030e-02 +5.80375e-01 +2.02692e-02 +7.03663e-03       +nan
++7.18985e+03 +5.87340e-01 +5.76159e-01       +nan +5.87264e-01 +5.85804e-01 +5.86534e-01 +5.88712e-01 +5.85804e-01 +1.42287e-03 +3.62846e-03       +nan +2.49484e-01 +6.63100e-02 +5.87264e-01 +1.27244e-01 +3.39390e-02 +5.85804e-01 +1.41617e-01 +3.83709e-02 +5.75572e-01 +2.14926e-02 +6.68673e-03       +nan
++7.19011e+03 +5.88820e-01 +5.77386e-01       +nan +5.88134e-01 +5.85321e-01 +5.86728e-01 +5.89130e-01 +5.85321e-01 +3.84253e-06 -3.11010e-04       +nan +2.11997e-01 +5.40120e-02 +5.88134e-01 +1.03681e-01 +2.93645e-02 +5.85321e-01 +1.33805e-01 +3.50016e-02 +5.69982e-01 +2.57210e-02 +7.37352e-03       +nan
++7.19036e+03 +5.93571e-01 +5.78613e-01       +nan +5.89024e-01 +5.85841e-01 +5.91990e-01 +5.94956e-01 +5.85841e-01 +4.82595e-03 -1.36066e-03       +nan +1.85377e-01 +4.79472e-02 +5.89024e-01 +1.00431e-01 +2.60729e-02 +5.85841e-01 +1.22375e-01 +3.26560e-02 +5.64126e-01 +2.84108e-02 +8.70825e-03       +nan
++7.19061e+03 +5.92664e-01 +5.79835e-01       +nan +5.90055e-01 +5.87420e-01 +5.93686e-01 +5.97318e-01 +5.87420e-01 +2.29370e-03 +2.16410e-03       +nan +1.68126e-01 +4.52128e-02 +5.90055e-01 +1.11718e-01 +2.99086e-02 +5.87420e-01 +1.04841e-01 +2.95328e-02 +5.58501e-01 +3.31101e-02 +9.57647e-03       +nan
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++7.19839e+03 +6.07979e-01 +5.91397e-01       +nan +6.03656e-01 +6.03656e-01 +6.17982e-01 +6.19800e-01 +6.09617e-01 +1.09110e-03 +1.82698e-03       +nan +3.43063e-01 +8.09963e-02 +6.03656e-01 +3.03836e-01 +7.10840e-02 +6.17982e-01 +4.54045e-02 +1.18689e-02 +5.44796e-01 +8.73045e-02 +2.16776e-02 +6.15577e-01
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diff --git a/figures/figures_v1/data/fig_fe_xas_run0082.h5 b/figures/figures_v1/data/fig_fe_xas_run0082.h5
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diff --git a/figures/figures_v1/data/fig_fe_xas_spectra_run0082.txt b/figures/figures_v1/data/fig_fe_xas_spectra_run0082.txt
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--- /dev/null
+++ b/figures/figures_v1/data/fig_fe_xas_spectra_run0082.txt
@@ -0,0 +1,1026 @@
+# threshold=0.02; smoothWidth=0.30 eV
+#E esrf_1b esrf_ref abs_average_over_shots nshots x (spectro1 spectro2 abs)
++7.05850e+03       +nan +8.27701e-02       +nan +0.00000e+00 +4.77567e-03       +nan +0.00000e+00 +2.68872e-04       +nan +0.00000e+00 +2.13817e-03       +nan +0.00000e+00 +1.48007e-02       +nan +0.00000e+00 +7.08028e-03       +nan
++7.05863e+03       +nan +8.27262e-02       +nan +0.00000e+00 +2.65039e-03       +nan +0.00000e+00 +2.77843e-03       +nan +0.00000e+00 +4.75022e-03       +nan +0.00000e+00 +1.14338e-02       +nan +0.00000e+00 +4.62218e-03       +nan
++7.05876e+03       +nan +8.26824e-02       +nan +0.00000e+00 +2.42000e-03       +nan +0.00000e+00 +1.58772e-03       +nan +0.00000e+00 +1.60053e-03       +nan +0.00000e+00 +1.24713e-02       +nan +0.00000e+00 +7.42645e-03       +nan
++7.05889e+03       +nan +8.26386e-02       +nan +0.00000e+00 +7.47791e-03       +nan +0.00000e+00 +1.37010e-03       +nan +0.00000e+00 +4.76332e-03       +nan +0.00000e+00 +1.25229e-02       +nan +0.00000e+00 +5.53160e-03       +nan
++7.05902e+03       +nan +8.25947e-02       +nan +0.00000e+00 +3.09882e-03       +nan +0.00000e+00 +8.19523e-04       +nan +0.00000e+00 +1.57502e-03       +nan +0.00000e+00 +1.75557e-02       +nan +0.00000e+00 +7.22204e-03       +nan
++7.05915e+03       +nan +8.25509e-02       +nan +0.00000e+00 +4.69960e-03       +nan +0.00000e+00 -3.84163e-05       +nan +0.00000e+00 +2.18973e-03       +nan +0.00000e+00 +1.76587e-02       +nan +0.00000e+00 +8.27232e-03       +nan
++7.05928e+03       +nan +8.25071e-02       +nan +0.00000e+00 +4.66133e-03       +nan +0.00000e+00 +3.36794e-03       +nan +0.00000e+00 +2.13858e-03       +nan +0.00000e+00 +1.66092e-02       +nan +0.00000e+00 +8.09330e-03       +nan
++7.05941e+03       +nan +8.24633e-02       +nan +0.00000e+00 +5.83965e-03       +nan +0.00000e+00 +1.60078e-03       +nan +0.00000e+00 +4.54622e-03       +nan +0.00000e+00 +1.62896e-02       +nan +0.00000e+00 +5.57072e-03       +nan
++7.05954e+03       +nan +8.24194e-02       +nan +0.00000e+00 +6.95402e-03       +nan +0.00000e+00 +3.11202e-03       +nan +0.00000e+00 +2.17713e-04       +nan +0.00000e+00 +1.70329e-02       +nan +0.00000e+00 +7.90171e-03       +nan
++7.05967e+03       +nan +8.23756e-02       +nan +0.00000e+00 +4.67458e-03       +nan +0.00000e+00 +5.12282e-04       +nan +0.00000e+00 +4.25194e-03       +nan +0.00000e+00 +1.96204e-02       +nan +0.00000e+00 +8.24775e-03       +nan
++7.05980e+03       +nan +8.23318e-02       +nan +0.00000e+00 +4.91807e-03       +nan +0.00000e+00 -2.67676e-03       +nan +0.00000e+00 +4.61069e-03       +nan +0.00000e+00 +2.02870e-02       +nan +0.00000e+00 +9.92579e-03       +nan
++7.05992e+03       +nan +8.22879e-02       +nan +0.00000e+00 +6.26305e-03       +nan +0.00000e+00 +7.68472e-04       +nan +0.00000e+00 +4.63645e-03       +nan +0.00000e+00 +1.81359e-02       +nan +0.00000e+00 +8.96551e-03       +nan
++7.06005e+03       +nan +8.22441e-02       +nan +0.00000e+00 +3.62474e-03       +nan +0.00000e+00 +2.45919e-03       +nan +0.00000e+00 +1.79316e-03       +nan +0.00000e+00 +1.95198e-02       +nan +0.00000e+00 +6.12235e-03       +nan
++7.06018e+03       +nan +8.22003e-02       +nan +0.00000e+00 +4.86729e-03       +nan +0.00000e+00 +4.25248e-03       +nan +0.00000e+00 +1.74198e-03       +nan +0.00000e+00 +1.95973e-02       +nan +0.00000e+00 +9.54246e-03       +nan
++7.06031e+03       +nan +8.21564e-02       +nan +0.00000e+00 +7.50611e-03       +nan +0.00000e+00 -1.90855e-03       +nan +0.00000e+00 +3.12541e-03       +nan +0.00000e+00 +1.93929e-02       +nan +0.00000e+00 +8.50522e-03       +nan
++7.06044e+03       +nan +8.21126e-02       +nan +0.00000e+00 +8.68482e-03       +nan +0.00000e+00 +4.30398e-03       +nan +0.00000e+00 +4.07341e-03       +nan +0.00000e+00 +1.42057e-02       +nan +0.00000e+00 +1.08240e-02       +nan
++7.06057e+03       +nan +8.20688e-02       +nan +0.00000e+00 +7.96773e-03       +nan +0.00000e+00 +2.58759e-03       +nan +0.00000e+00 +3.04875e-03       +nan +0.00000e+00 +1.46417e-02       +nan +0.00000e+00 +9.18467e-03       +nan
++7.06070e+03       +nan +8.20249e-02       +nan +0.00000e+00 +9.09528e-03       +nan +0.00000e+00 +4.81666e-03       +nan +0.00000e+00 +2.13931e-03       +nan +0.00000e+00 +1.71273e-02       +nan +0.00000e+00 +1.18879e-02       +nan
++7.06083e+03       +nan +8.19811e-02       +nan +0.00000e+00 +1.22982e-02       +nan +0.00000e+00 +2.30592e-04       +nan +0.00000e+00 +2.70305e-03       +nan +0.00000e+00 +1.53472e-02       +nan +0.00000e+00 +1.19395e-02       +nan
++7.06096e+03       +nan +8.19373e-02       +nan +0.00000e+00 +1.03641e-02       +nan +0.00000e+00 +3.34368e-03       +nan +0.00000e+00 +2.92092e-03       +nan +0.00000e+00 +1.47711e-02       +nan +0.00000e+00 +1.49505e-02       +nan
++7.06109e+03       +nan +8.18935e-02       +nan +0.00000e+00 +1.22606e-02       +nan +0.00000e+00 +2.94663e-03       +nan +0.00000e+00 +3.25411e-03       +nan +0.00000e+00 +1.31574e-02       +nan +0.00000e+00 +1.02235e-02       +nan
++7.06122e+03       +nan +8.18496e-02       +nan +0.00000e+00 +1.00573e-02       +nan +0.00000e+00 +8.58393e-04       +nan +0.00000e+00 +4.66351e-03       +nan +0.00000e+00 +1.51564e-02       +nan +0.00000e+00 +1.40802e-02       +nan
++7.06135e+03       +nan +8.18058e-02       +nan +0.00000e+00 +1.23894e-02       +nan +0.00000e+00 +2.54963e-03       +nan +0.00000e+00 +5.41957e-03       +nan +0.00000e+00 +1.22869e-02       +nan +0.00000e+00 +1.44394e-02       +nan
++7.06148e+03       +nan +8.17620e-02       +nan +0.00000e+00 +1.33123e-02       +nan +0.00000e+00 +5.38130e-03       +nan +0.00000e+00 +5.30443e-03       +nan +0.00000e+00 +1.24667e-02       +nan +0.00000e+00 +1.37351e-02       +nan
++7.06161e+03       +nan +8.17181e-02       +nan +0.00000e+00 +1.21852e-02       +nan +0.00000e+00 +2.06290e-03       +nan +0.00000e+00 +6.41932e-03       +nan +0.00000e+00 +1.36202e-02       +nan +0.00000e+00 +1.50809e-02       +nan
++7.06174e+03       +nan +8.16743e-02       +nan +0.00000e+00 +1.15705e-02       +nan +0.00000e+00 +3.31867e-03       +nan +0.00000e+00 +6.76548e-03       +nan +0.00000e+00 +1.54914e-02       +nan +0.00000e+00 +1.52351e-02       +nan
++7.06187e+03       +nan +8.16305e-02       +nan +0.00000e+00 +1.15452e-02       +nan +0.00000e+00 +2.95999e-03       +nan +0.00000e+00 +6.15062e-03       +nan +0.00000e+00 +1.15965e-02       +nan +0.00000e+00 +1.70680e-02       +nan
++7.06200e+03       +nan +8.15866e-02       +nan +0.00000e+00 +1.08536e-02       +nan +0.00000e+00 +6.08674e-03       +nan +0.00000e+00 +7.73977e-03       +nan +0.00000e+00 +1.61074e-02       +nan +0.00000e+00 +1.84524e-02       +nan
++7.06213e+03       +nan +8.15428e-02       +nan +0.00000e+00 +1.07386e-02       +nan +0.00000e+00 +4.38258e-03       +nan +0.00000e+00 +9.71344e-03       +nan +0.00000e+00 +1.73894e-02       +nan +0.00000e+00 +2.03367e-02       +nan
++7.06226e+03       +nan +8.14990e-02       +nan +0.00000e+00 +1.08415e-02       +nan +0.00000e+00 +3.39596e-03       +nan +0.00000e+00 +1.23664e-02       +nan +0.00000e+00 +1.90174e-02       +nan +0.00000e+00 +2.31182e-02       +nan
++7.06239e+03       +nan +8.14551e-02       +nan +0.00000e+00 +8.39405e-03       +nan +0.00000e+00 +4.38285e-03       +nan +0.00000e+00 +1.17004e-02       +nan +0.00000e+00 +1.77621e-02       +nan +0.00000e+00 +2.47080e-02       +nan
++7.06251e+03       +nan +8.14113e-02       +nan +0.00000e+00 +1.30464e-02       +nan +0.00000e+00 +3.67811e-03       +nan +0.00000e+00 +1.48022e-02       +nan +0.00000e+00 +1.79164e-02       +nan +0.00000e+00 +2.38373e-02       +nan
++7.06264e+03       +nan +8.13675e-02       +nan +0.00000e+00 +1.42003e-02       +nan +0.00000e+00 +1.98650e-03       +nan +0.00000e+00 +1.37773e-02       +nan +0.00000e+00 +1.75837e-02       +nan +0.00000e+00 +2.71702e-02       +nan
++7.06277e+03       +nan +8.13236e-02       +nan +0.00000e+00 +1.44314e-02       +nan +0.00000e+00 +3.29384e-03       +nan +0.00000e+00 +1.47133e-02       +nan +0.00000e+00 +1.74304e-02       +nan +0.00000e+00 +2.50434e-02       +nan
++7.06290e+03       +nan +8.12798e-02       +nan +0.00000e+00 +1.45472e-02       +nan +0.00000e+00 +6.33154e-03       +nan +0.00000e+00 +1.58160e-02       +nan +0.00000e+00 +2.05711e-02       +nan +0.00000e+00 +2.81715e-02       +nan
++7.06303e+03       +nan +8.12360e-02       +nan +0.00000e+00 +1.71367e-02       +nan +0.00000e+00 +4.43477e-03       +nan +0.00000e+00 +1.49065e-02       +nan +0.00000e+00 +2.17893e-02       +nan +0.00000e+00 +2.38273e-02       +nan
++7.06316e+03       +nan +8.11922e-02       +nan +0.00000e+00 +1.87522e-02       +nan +0.00000e+00 +3.93502e-03       +nan +0.00000e+00 +1.31637e-02       +nan +0.00000e+00 +1.72397e-02       +nan +0.00000e+00 +2.85705e-02       +nan
++7.06329e+03       +nan +8.11480e-02       +nan +0.00000e+00 +1.83554e-02       +nan +0.00000e+00 +5.31948e-03       +nan +0.00000e+00 +1.42024e-02       +nan +0.00000e+00 +1.56893e-02       +nan +0.00000e+00 +2.76357e-02       +nan
++7.06342e+03       +nan +8.11033e-02       +nan +0.00000e+00 +2.17144e-02       +nan +0.00000e+00 +3.26869e-03       +nan +0.00000e+00 +1.34465e-02       +nan +0.00000e+00 +1.59717e-02       +nan +0.00000e+00 +2.44191e-02       +nan
++7.06355e+03       +nan +8.10585e-02       +nan +0.00000e+00 +2.41634e-02       +nan +0.00000e+00 +3.75590e-03       +nan +0.00000e+00 +1.62029e-02       +nan +0.00000e+00 +1.48442e-02       +nan +0.00000e+00 +2.29584e-02       +nan
++7.06368e+03       +nan +8.10137e-02       +nan +0.00000e+00 +2.29719e-02       +nan +0.00000e+00 +2.76894e-03       +nan +0.00000e+00 +1.41139e-02       +nan +0.00000e+00 +1.66906e-02       +nan +0.00000e+00 +2.11773e-02       +nan
++7.06381e+03       +nan +8.09689e-02       +nan +0.00000e+00 +2.32162e-02       +nan +0.00000e+00 +2.94849e-04       +nan +0.00000e+00 +1.28708e-02       +nan +0.00000e+00 +1.41528e-02       +nan +0.00000e+00 +1.98575e-02       +nan
++7.06394e+03       +nan +8.09242e-02       +nan +0.00000e+00 +2.47937e-02       +nan +0.00000e+00 +5.51257e-04       +nan +0.00000e+00 +1.21533e-02       +nan +0.00000e+00 +1.94735e-02       +nan +0.00000e+00 +1.84222e-02       +nan
++7.06407e+03 +8.13883e-02 +8.08794e-02       +nan -3.76986e-10 +2.72047e-02       +nan +5.80198e-10 +1.49997e-03       +nan -8.42289e-10 +1.42690e-02       +nan +5.60176e-11 +2.03202e-02       +nan -7.83411e-10 +1.93074e-02       +nan
++7.06420e+03 +8.22120e-02 +8.08346e-02       +nan +4.02275e-08 +2.90132e-02       +nan +5.81943e-08 +1.33335e-03       +nan +3.04484e-08 +1.68079e-02       +nan -2.06902e-08 +2.38080e-02       +nan -1.72728e-07 +1.79361e-02       +nan
++7.06433e+03 +8.30356e-02 +8.07898e-02       +nan +2.99136e-06 +2.89499e-02       +nan +1.85400e-06 +2.80781e-03       +nan +2.73976e-06 +1.54494e-02       +nan -2.65644e-07 +2.84884e-02       +nan -6.53481e-06 +2.08086e-02       +nan
++7.06446e+03 +8.26359e-02 +8.07450e-02       +nan +7.03721e-05 +3.28100e-02       +nan +2.50602e-05 +2.93611e-03       +nan +5.60365e-05 +1.48216e-02       +nan +1.89613e-05 +2.80789e-02       +nan -8.91681e-05 +2.01937e-02       +nan
++7.06459e+03 +8.09120e-02 +8.07003e-02       +nan +7.56968e-04 +3.15160e-02       +nan +1.43065e-04 +2.75669e-03       +nan +4.53839e-04 +1.42707e-02       +nan +4.98357e-04 +3.75294e-02       +nan -3.72731e-04 +1.62067e-02       +nan
++7.06472e+03 +7.91882e-02 +8.06555e-02       +nan +4.18292e-03 +3.59662e-02       +nan +4.64633e-04 +2.19259e-03       +nan +1.93283e-03 +1.71561e-02       +nan +3.82061e-03 +4.16464e-02       +nan -1.26414e-05 +2.09258e-02       +nan
++7.06485e+03 +7.89810e-02 +8.06107e-02       +nan +1.29675e-02 +3.52107e-02       +nan +1.32852e-03 +3.69289e-03       +nan +5.24251e-03 +1.55666e-02       +nan +1.33587e-02 +4.84435e-02       +nan +2.76281e-03 +2.31190e-02       +nan
++7.06498e+03 +7.97981e-02 +8.05659e-02       +nan +2.54745e-02 +3.79943e-02       +nan +2.79531e-03 +1.89779e-03       +nan +9.86338e-03 +1.50541e-02       +nan +2.82025e-02 +5.23944e-02       +nan +7.62258e-03 +1.97729e-02       +nan
++7.06510e+03 +8.06153e-02 +8.05212e-02       +nan +3.65962e-02 +4.00086e-02       +nan +3.81198e-03 +1.05151e-03       +nan +1.40686e-02 +1.43621e-02       +nan +4.35982e-02 +5.67430e-02       +nan +1.34760e-02 +1.93888e-02       +nan
++7.06523e+03 +8.11934e-02 +8.04764e-02       +nan +4.43811e-02 +4.23437e-02       +nan +3.65213e-03 +6.39900e-03       +nan +1.65064e-02 +1.41830e-02       +nan +5.46277e-02 +6.03224e-02       +nan +1.96717e-02 +1.83635e-02       +nan
++7.06536e+03 +8.16755e-02 +8.04316e-02       +nan +4.89393e-02 +4.37299e-02       +nan +2.83330e-03 +2.33397e-03       +nan +1.64944e-02 +1.38884e-02       +nan +5.84886e-02 +5.58742e-02       +nan +2.37942e-02 +2.15443e-02       +nan
++7.06549e+03 +8.21577e-02 +8.03868e-02       +nan +5.02363e-02 +4.58343e-02       +nan +2.58313e-03 +4.64243e-03       +nan +1.55598e-02 +1.43120e-02       +nan +5.70217e-02 +5.68248e-02       +nan +2.66874e-02 +2.70594e-02       +nan
++7.06562e+03 +8.16281e-02 +8.03420e-02       +nan +5.08844e-02 +4.67719e-02       +nan +2.27817e-03 +2.74450e-03       +nan +1.48065e-02 +7.88722e-03       +nan +5.28305e-02 +4.71181e-02       +nan +3.11739e-02 +2.69704e-02       +nan
++7.06575e+03 +8.08913e-02 +8.02973e-02       +nan +5.31200e-02 +4.87996e-02       +nan +1.89555e-03 +2.15462e-03       +nan +1.36840e-02 +1.11065e-02       +nan +4.77522e-02 +4.38234e-02       +nan +3.56508e-02 +3.21141e-02       +nan
++7.06588e+03 +8.01545e-02 +8.02525e-02       +nan +5.53434e-02 +5.03015e-02       +nan +2.35743e-03 +2.65487e-03       +nan +1.32033e-02 +7.10532e-03       +nan +4.33205e-02 +4.11185e-02       +nan +3.92358e-02 +3.36925e-02       +nan
++7.06601e+03 +7.93033e-02 +8.02077e-02       +nan +5.52719e-02 +4.81739e-02       +nan +3.13670e-03 +3.55276e-03       +nan +1.37703e-02 +7.86224e-03       +nan +3.95454e-02 +3.52069e-02       +nan +4.25848e-02 +3.71693e-02       +nan
++7.06614e+03 +7.84457e-02 +8.01629e-02       +nan +5.35698e-02 +4.97400e-02       +nan +3.27104e-03 +7.82399e-04       +nan +1.43220e-02 +7.31094e-03       +nan +3.64698e-02 +3.49258e-02       +nan +4.47138e-02 +3.92995e-02       +nan
++7.06627e+03 +7.75843e-02 +8.01182e-02       +nan +5.03627e-02 +4.83946e-02       +nan +2.76687e-03 +4.88692e-03       +nan +1.32007e-02 +1.01458e-02       +nan +3.45666e-02 +3.52602e-02       +nan +4.63083e-02 +4.40464e-02       +nan
++7.06640e+03 +7.66689e-02 +8.00734e-02       +nan +4.70423e-02 +3.99431e-02       +nan +2.12573e-03 +4.81010e-03       +nan +1.04920e-02 +8.22206e-03       +nan +3.21207e-02 +3.74290e-02       +nan +4.77336e-02 +4.38040e-02       +nan
++7.06653e+03 +7.57534e-02 +8.00286e-02       +nan +4.38753e-02 +4.09191e-02       +nan +2.43845e-03 +5.34898e-03       +nan +7.51793e-03 +7.72203e-03       +nan +2.85732e-02 +3.85588e-02       +nan +4.82809e-02 +4.32793e-02       +nan
++7.06666e+03 +7.47120e-02 +7.99838e-02       +nan +4.01783e-02 +3.07094e-02       +nan +4.84323e-03 +5.00278e-03       +nan +6.71179e-03 +7.79921e-03       +nan +2.53017e-02 +3.49169e-02       +nan +4.72673e-02 +4.26263e-02       +nan
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++7.18774e+03 +5.83448e-01 +5.65904e-01       +nan +5.60502e-03 -7.68828e-05       +nan +1.30042e-02 -8.07269e-04       +nan +1.71519e-02 +4.93331e-03       +nan +1.53720e-02 +6.71443e-03       +nan +1.24284e-02 +3.81851e-03       +nan
++7.18787e+03 +5.86195e-01 +5.66513e-01       +nan +5.94345e-03 +3.53650e-03       +nan +1.26892e-02 +2.07577e-03       +nan +1.65425e-02 +5.56102e-03       +nan +1.45319e-02 +6.77829e-03       +nan +1.07488e-02 +4.62564e-03       +nan
++7.18800e+03 +5.89039e-01 +5.67122e-01       +nan +6.44237e-03 +1.23005e-03       +nan +1.06497e-02 +3.85672e-03       +nan +1.36858e-02 +2.48572e-03       +nan +1.38572e-02 +5.54803e-03       +nan +9.67689e-03 +1.65288e-03       +nan
++7.18813e+03 +5.91559e-01 +5.67731e-01       +nan +6.64567e-03 +1.61439e-03       +nan +9.28357e-03 +2.84440e-03       +nan +1.11302e-02 +1.38376e-03       +nan +1.29456e-02 +3.85660e-03       +nan +8.57354e-03 +5.07380e-03       +nan
++7.18826e+03 +5.89863e-01 +5.68340e-01       +nan +5.91748e-03 +1.80652e-03       +nan +8.69404e-03 +3.75398e-03       +nan +9.71544e-03 +3.36962e-03       +nan +1.13142e-02 +3.90773e-03       +nan +8.09507e-03 +2.80588e-03       +nan
++7.18839e+03 +5.88168e-01 +5.68961e-01       +nan +5.11635e-03 +3.24139e-03       +nan +7.51562e-03 +3.45920e-03       +nan +8.82886e-03 +1.29400e-03       +nan +8.07015e-03 +5.11192e-03       +nan +7.30634e-03 +3.81793e-03       +nan
++7.18852e+03 +5.86729e-01 +5.69599e-01       +nan +4.60769e-03 +2.52385e-03       +nan +6.58131e-03 -3.58720e-04       +nan +7.66623e-03 +2.02421e-03       +nan +4.33337e-03 +2.66478e-03       +nan +5.23466e-03 +2.57510e-03       +nan
++7.18865e+03 +5.86447e-01 +5.70236e-01       +nan +4.43916e-03 +1.34516e-03       +nan +6.85186e-03 +9.35207e-04       +nan +5.86856e-03 +3.84331e-04       +nan +2.08521e-03 +3.86894e-03       +nan +2.07351e-03 +3.67677e-03       +nan
++7.18878e+03 +5.86165e-01 +5.70873e-01       +nan +4.55213e-03 +2.76710e-03       +nan +6.91483e-03 +2.21624e-03       +nan +5.03566e-03 +2.56213e-03       +nan +2.23706e-03 +2.71586e-03       +nan +4.54750e-04 +2.57494e-03       +nan
++7.18891e+03 +5.85858e-01 +5.71511e-01       +nan +5.30743e-03 -1.02482e-03       +nan +7.41720e-03 +2.89512e-03       +nan +5.29529e-03 +1.67814e-03       +nan +3.61360e-03 +3.04884e-03       +nan +1.16394e-03 +4.49640e-03       +nan
++7.18904e+03 +5.85490e-01 +5.72148e-01       +nan +7.30421e-03 +3.16404e-03       +nan +8.06718e-03 +1.28099e-03       +nan +5.97338e-03 +1.12727e-03       +nan +4.59128e-03 +3.02313e-03       +nan +2.03330e-03 +1.84462e-03       +nan
++7.18917e+03 +5.85122e-01 +5.72786e-01       +nan +9.71406e-03 +1.46028e-03       +nan +9.08125e-03 +1.93423e-03       +nan +6.33917e-03 -3.45856e-04       +nan +6.13101e-03 +3.15113e-03       +nan +2.86617e-03 +2.51065e-03       +nan
++7.18930e+03 +5.85404e-01 +5.73423e-01       +nan +1.05455e-02 +5.08520e-03       +nan +1.07055e-02 +2.06226e-03       +nan +6.41548e-03 +3.84272e-04       +nan +7.68818e-03 +3.06137e-03       +nan +3.39735e-03 +2.81799e-03       +nan
++7.18942e+03 +5.86652e-01 +5.74058e-01       +nan +1.08808e-02 +5.05942e-03       +nan +1.11766e-02 +3.71451e-04       +nan +6.24032e-03 +2.27994e-03       +nan +7.95059e-03 +4.30371e-03       +nan +3.27531e-03 -1.11435e-03       +nan
++7.18955e+03 +5.87900e-01 +5.74691e-01       +nan +9.78661e-03 +3.77844e-03       +nan +1.00976e-02 +1.38329e-03       +nan +6.31790e-03 -4.22673e-04       +nan +6.81389e-03 +1.54980e-03       +nan +3.17190e-03 +1.47295e-03       +nan
++7.18968e+03 +5.88180e-01 +5.75324e-01       +nan +6.73976e-03 +1.85714e-03       +nan +9.10384e-03 +4.95664e-03       +nan +6.56535e-03 +7.04433e-04       +nan +6.62568e-03 +4.06009e-03       +nan +3.76782e-03 +2.84335e-03       +nan
++7.18981e+03 +5.87542e-01 +5.75958e-01       +nan +4.35708e-03 +2.04919e-03       +nan +9.11187e-03 +1.22952e-03       +nan +7.85018e-03 +6.27566e-04       +nan +7.81701e-03 +3.07379e-03       +nan +3.36747e-03 +6.91603e-04       +nan
++7.18994e+03 +5.86905e-01 +5.76591e-01       +nan +2.55799e-03 +4.61054e-03       +nan +8.98439e-03 +3.79089e-03       +nan +9.94010e-03 +1.35755e-03       +nan +9.06264e-03 +2.26685e-03       +nan +2.20119e-03 -2.56141e-05       +nan
++7.19007e+03 +5.88193e-01 +5.77224e-01       +nan -4.60856e-05 +4.98179e-03       +nan +7.27212e-03 +7.29980e-04       +nan +9.31616e-03 +1.24225e-03       +nan +8.53679e-03 +3.27850e-03       +nan +1.42754e-03 +3.38096e-03       +nan
++7.19020e+03 +5.90645e-01 +5.77857e-01       +nan -1.97211e-03 +2.48441e-03       +nan +5.84640e-03 +2.56125e-04       +nan +7.50606e-03 +1.53675e-04       +nan +6.98313e-03 +2.04900e-03       +nan +1.42802e-03 -1.81849e-03       +nan
++7.19033e+03 +5.93096e-01 +5.78490e-01       +nan -2.21116e-03 +1.98491e-03       +nan +6.56123e-03 -7.68351e-05       +nan +6.54185e-03 +3.79053e-03       +nan +6.21093e-03 +3.29110e-03       +nan +1.62970e-03 +2.98376e-03       +nan
++7.19046e+03 +5.93322e-01 +5.79121e-01       +nan -1.08307e-03 +1.51104e-03       +nan +8.06215e-03 +2.65073e-03       +nan +4.40522e-03 +2.72756e-03       +nan +6.35043e-03 +3.45747e-03       +nan +1.29889e-03 +1.28054e-03       +nan
++7.19059e+03 +5.92740e-01 +5.79752e-01       +nan -2.94227e-04 +1.11404e-03       +nan +8.60643e-03 +8.06717e-04       +nan +2.23163e-03 +2.42015e-03       +nan +7.87780e-03 +3.98237e-03       +nan +1.70619e-03 -2.30491e-04       +nan
++7.19072e+03 +5.92159e-01 +5.80382e-01       +nan -3.22277e-04 +2.25362e-03       +nan +7.98681e-03 -4.99381e-04       +nan +2.41402e-03 -3.96944e-04       +nan +8.91919e-03 +1.45973e-03       +nan +2.88130e-03 +1.40851e-03       +nan
++7.19085e+03 +5.95037e-01 +5.81013e-01       +nan -8.97740e-04 +2.79132e-03       +nan +7.20814e-03 -6.65820e-04       +nan +3.30677e-03 +1.39566e-03       +nan +7.77218e-03 +2.71450e-03       +nan +2.74418e-03 +1.93344e-03       +nan
++7.19098e+03 +5.98553e-01 +5.81643e-01       +nan -1.86153e-03 +1.74132e-03       +nan +6.96181e-03 +2.82964e-03       +nan +4.08378e-03 +2.27908e-03       +nan +6.05035e-03 +2.86805e-03       +nan +1.44641e-03 +3.82834e-03       +nan
diff --git a/figures/figures_v1/data/fig_fel_modes_run0076.h5 b/figures/figures_v1/data/fig_fel_modes_run0076.h5
new file mode 100644
index 0000000..1fb0cdc
Binary files /dev/null and b/figures/figures_v1/data/fig_fel_modes_run0076.h5 differ
diff --git a/figures/figures_v1/data/fig_fel_modes_run0076_abs.txt b/figures/figures_v1/data/fig_fel_modes_run0076_abs.txt
new file mode 100644
index 0000000..4fa5bc9
--- /dev/null
+++ b/figures/figures_v1/data/fig_fel_modes_run0076_abs.txt
@@ -0,0 +1,1026 @@
+# threshold = 0.02
+# E Abs
++7.05850e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05863e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05876e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05889e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05902e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05915e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05928e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05941e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05954e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05967e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05980e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05992e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06005e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06018e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06031e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06044e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06057e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06070e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06083e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06096e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06109e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06122e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06135e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06148e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06161e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06174e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06187e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06200e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06213e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06226e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06239e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06251e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06264e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06277e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06290e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06303e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06316e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06329e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06342e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06355e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06368e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06381e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06394e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06407e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06420e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06433e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06446e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06459e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06472e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06485e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06498e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06510e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06523e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06536e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06549e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06562e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06575e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06588e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06601e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06614e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06627e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06640e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06653e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06666e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06679e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06692e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06705e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06718e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06731e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06744e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06756e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06769e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06782e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06795e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06808e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06821e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06834e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06847e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06860e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06873e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06886e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06899e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06912e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06925e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06938e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06951e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06964e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06977e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06990e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07003e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07015e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07028e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07041e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07054e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07067e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07080e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07093e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07106e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07119e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07132e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07145e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07158e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07171e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07184e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07197e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07210e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07223e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07236e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07249e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07262e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07274e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07287e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07300e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07313e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07326e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07339e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07352e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07365e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07378e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07391e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07404e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07417e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07430e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07443e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07456e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07469e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07482e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07495e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07508e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07521e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07534e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07546e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07559e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07572e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07585e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07598e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07611e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07624e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07637e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07650e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07663e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07676e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07689e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07702e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07715e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07728e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07741e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07754e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.07767e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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diff --git a/figures/figures_v1/data/fig_fel_modes_run0076_spectra.txt b/figures/figures_v1/data/fig_fel_modes_run0076_spectra.txt
new file mode 100644
index 0000000..703f0b2
--- /dev/null
+++ b/figures/figures_v1/data/fig_fel_modes_run0076_spectra.txt
@@ -0,0 +1,1025 @@
+E average_spectrum spectra
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diff --git a/figures/figures_v1/data/fig_fel_modes_run0080.h5 b/figures/figures_v1/data/fig_fel_modes_run0080.h5
new file mode 100644
index 0000000..bd00e2b
Binary files /dev/null and b/figures/figures_v1/data/fig_fel_modes_run0080.h5 differ
diff --git a/figures/figures_v1/data/fig_fel_modes_run0080_abs.txt b/figures/figures_v1/data/fig_fel_modes_run0080_abs.txt
new file mode 100644
index 0000000..01985a1
--- /dev/null
+++ b/figures/figures_v1/data/fig_fel_modes_run0080_abs.txt
@@ -0,0 +1,1026 @@
+# threshold = 0.02
+# E Abs
++7.05850e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05863e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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++7.05928e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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++7.05967e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05980e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05992e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06005e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06018e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06031e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06044e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06057e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06070e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06083e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06096e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06109e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06122e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06135e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.06148e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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diff --git a/figures/figures_v1/data/fig_fel_modes_run0080_spectra.txt b/figures/figures_v1/data/fig_fel_modes_run0080_spectra.txt
new file mode 100644
index 0000000..40f615c
--- /dev/null
+++ b/figures/figures_v1/data/fig_fel_modes_run0080_spectra.txt
@@ -0,0 +1,1025 @@
+E average_spectrum spectra
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++7.17932e+03 +2.05770e-02 +5.36126e-02 +1.21479e-02 +1.79789e-02
++7.17945e+03 +1.78081e-02 +3.79544e-02 +5.72285e-03 +1.00420e-02
++7.17958e+03 +1.69504e-02 +2.93693e-02 +9.60981e-03 +3.94110e-03
++7.17971e+03 +1.61107e-02 +5.78733e-02 +1.84633e-02 +4.64282e-03
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++7.18165e+03 +1.46280e-02 +2.34206e-02 -4.10130e-03 +2.47697e-02
++7.18178e+03 +1.30781e-02 +1.73221e-02 -5.28837e-03 +6.36763e-03
++7.18191e+03 +1.32467e-02 +2.06133e-02 +5.34219e-03 +5.45011e-03
++7.18204e+03 +1.24038e-02 +1.36519e-02 -2.05048e-03 +6.31332e-03
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++7.18230e+03 +1.22617e-02 +6.31297e-03 +2.32015e-03 +1.72662e-03
++7.18243e+03 +1.30866e-02 +2.17980e-02 +3.29129e-03 +9.87386e-03
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++7.18269e+03 +1.31544e-02 +5.01758e-03 -2.58972e-03 +1.32184e-02
++7.18282e+03 +1.19312e-02 +3.23706e-03 +4.90954e-03 +1.78038e-02
++7.18295e+03 +1.25810e-02 +1.24623e-02 +1.10596e-02 +5.01730e-03
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++7.18321e+03 +1.31181e-02 +1.72089e-02 +9.60247e-03 +1.78023e-02
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++7.18502e+03 +9.58395e-03 +1.47215e-02 -2.91194e-03 +1.10546e-02
++7.18515e+03 +8.96016e-03 +1.97359e-02 +8.84341e-03 +4.63740e-03
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++7.18658e+03 +9.24764e-03 +9.54132e-03 +7.00775e-03 +7.60071e-03
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++7.18722e+03 +4.26918e-03 +4.63520e-03 +8.51584e-03 +8.51584e-03
++7.18735e+03 +8.12149e-03 +1.57915e-02 -2.20974e-03 +1.11565e-02
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++7.18813e+03 +8.36708e-03 +1.84291e-02 -4.31090e-04 -3.66427e-03
++7.18826e+03 +8.32905e-03 +2.43020e-02 +1.84824e-02 +9.86088e-03
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++7.18917e+03 +7.25313e-03 +1.06668e-02 -3.39400e-03 +5.92603e-04
++7.18930e+03 +7.00742e-03 +1.34678e-03 +2.69356e-03 +7.11101e-03
++7.18942e+03 +6.96141e-03 +6.24888e-03 -6.46435e-04 -6.46435e-03
++7.18955e+03 +8.82254e-03 +6.19481e-03 +7.48764e-03 +2.37019e-03
++7.18968e+03 +6.61090e-03 +6.46395e-03 +8.83407e-03 +7.59514e-03
++7.18981e+03 +7.79932e-03 +7.81036e-03 +8.40287e-03 +1.36277e-02
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++7.19033e+03 +6.92773e-03 -2.15431e-03 +7.91709e-03 +6.03207e-03
++7.19046e+03 +6.13017e-03 +1.72339e-03 -1.61568e-03 -5.76260e-03
++7.19059e+03 +5.52443e-03 +1.13094e-03 +6.19325e-03 +4.25449e-03
++7.19072e+03 +5.26517e-03 +6.94699e-03 +1.72328e-02 +5.60068e-03
++7.19085e+03 +6.82771e-03 +9.74702e-03 +1.29781e-02 +1.66938e-03
++7.19098e+03 +5.55094e-03 +8.07738e-03 +8.61587e-03 +9.31591e-03
diff --git a/figures/figures_v1/data/fig_fel_modes_run0084.h5 b/figures/figures_v1/data/fig_fel_modes_run0084.h5
new file mode 100644
index 0000000..c278902
Binary files /dev/null and b/figures/figures_v1/data/fig_fel_modes_run0084.h5 differ
diff --git a/figures/figures_v1/data/fig_fel_modes_run0084_abs.txt b/figures/figures_v1/data/fig_fel_modes_run0084_abs.txt
new file mode 100644
index 0000000..e746c6e
--- /dev/null
+++ b/figures/figures_v1/data/fig_fel_modes_run0084_abs.txt
@@ -0,0 +1,1026 @@
+# threshold = 0.02
+# E Abs
++7.05850e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
++7.05863e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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++7.06005e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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++7.06031e+03 -1.00000e+00 -1.00000e+00 -1.00000e+00
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++7.07054e+03 -3.05647e-02 -1.00000e+00 +5.76381e-02
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diff --git a/figures/figures_v1/data/fig_fel_modes_run0084_spectra.txt b/figures/figures_v1/data/fig_fel_modes_run0084_spectra.txt
new file mode 100644
index 0000000..28f8154
--- /dev/null
+++ b/figures/figures_v1/data/fig_fel_modes_run0084_spectra.txt
@@ -0,0 +1,1025 @@
+E average_spectrum spectra
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++7.18761e+03 +5.53842e-03 +3.74848e-03 +1.58754e-02 +1.65858e-02
++7.18774e+03 +5.38287e-03 +2.23362e-03 +1.31706e-02 +1.72699e-02
++7.18787e+03 +5.58564e-03 +5.40844e-03 +1.53011e-02 +1.83134e-02
++7.18800e+03 +5.29282e-03 +2.17358e-03 +1.66099e-02 +1.94852e-02
++7.18813e+03 +5.32070e-03 +2.52436e-03 +1.71057e-02 +2.08965e-02
++7.18826e+03 +5.36578e-03 +3.24306e-03 +1.58388e-02 +2.28640e-02
++7.18839e+03 +5.33854e-03 +3.75636e-03 +1.66769e-02 +1.94406e-02
++7.18852e+03 +5.12461e-03 +3.50811e-03 +1.43319e-02 +1.90122e-02
++7.18865e+03 +4.91835e-03 +3.02886e-03 +1.43913e-02 +1.46053e-02
++7.18878e+03 +4.95266e-03 +3.97846e-03 +1.05836e-02 +1.26113e-02
++7.18891e+03 +5.01762e-03 +3.57623e-03 +1.20633e-02 +1.10623e-02
++7.18904e+03 +4.76945e-03 +3.87555e-03 +1.22683e-02 +8.34997e-03
++7.18917e+03 +4.68070e-03 +3.67011e-03 +1.41928e-02 +8.10162e-03
++7.18930e+03 +4.61953e-03 +4.75645e-03 +1.38074e-02 +6.90370e-03
++7.18942e+03 +4.50379e-03 +1.89910e-03 +1.65615e-02 +6.99758e-03
++7.18955e+03 +4.60293e-03 +3.14796e-03 +2.04018e-02 +8.22062e-03
++7.18968e+03 +4.30937e-03 +2.60896e-03 +2.21206e-02 +7.16822e-03
++7.18981e+03 +4.44399e-03 +3.34450e-03 +2.38049e-02 +9.20378e-03
++7.18994e+03 +4.22913e-03 +3.55823e-03 +2.70545e-02 +8.60475e-03
++7.19007e+03 +4.11123e-03 +4.61015e-03 +2.59588e-02 +1.00158e-02
++7.19020e+03 +4.00845e-03 +2.80535e-03 +2.51712e-02 +1.06227e-02
++7.19033e+03 +4.24291e-03 +3.35263e-03 +2.57263e-02 +1.30770e-02
++7.19046e+03 +4.00944e-03 +9.15101e-04 +2.46821e-02 +1.26489e-02
++7.19059e+03 +3.90702e-03 +2.55707e-03 +2.13374e-02 +1.34524e-02
++7.19072e+03 +3.85708e-03 +2.44582e-03 +1.89166e-02 +1.56926e-02
++7.19085e+03 +3.98826e-03 +4.05343e-03 +1.90870e-02 +1.79924e-02
++7.19098e+03 +3.76267e-03 +2.59958e-03 +1.36222e-02 +1.72308e-02
diff --git a/figures/figures_v1/data/fig_focusing_run0127.h5 b/figures/figures_v1/data/fig_focusing_run0127.h5
new file mode 100644
index 0000000..40a3a16
Binary files /dev/null and b/figures/figures_v1/data/fig_focusing_run0127.h5 differ
diff --git a/figures/figures_v1/data/fig_focusing_run0127_ref.txt b/figures/figures_v1/data/fig_focusing_run0127_ref.txt
new file mode 100644
index 0000000..4547bc0
--- /dev/null
+++ b/figures/figures_v1/data/fig_focusing_run0127_ref.txt
@@ -0,0 +1,1026 @@
+# threshold=0.05; smoothWidth=0.30 eV
+#E abs_average_over_shots shots ...
++7.05850e+03 +7.05850e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05863e+03 +7.05863e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05876e+03 +7.05876e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05889e+03 +7.05889e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05902e+03 +7.05902e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05915e+03 +7.05915e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05928e+03 +7.05928e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05941e+03 +7.05941e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05954e+03 +7.05954e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05967e+03 +7.05967e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05980e+03 +7.05980e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05992e+03 +7.05992e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06005e+03 +7.06005e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06018e+03 +7.06018e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06031e+03 +7.06031e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06044e+03 +7.06044e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06057e+03 +7.06057e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06070e+03 +7.06070e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06083e+03 +7.06083e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06096e+03 +7.06096e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06109e+03 +7.06109e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06122e+03 +7.06122e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06135e+03 +7.06135e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06148e+03 +7.06148e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06161e+03 +7.06161e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06174e+03 +7.06174e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06187e+03 +7.06187e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06200e+03 +7.06200e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06213e+03 +7.06213e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06226e+03 +7.06226e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06239e+03 +7.06239e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06251e+03 +7.06251e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06264e+03 +7.06264e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06277e+03 +7.06277e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06290e+03 +7.06290e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06303e+03 +7.06303e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06316e+03 +7.06316e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06329e+03 +7.06329e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06342e+03 +7.06342e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06355e+03 +7.06355e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06368e+03 +7.06368e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06381e+03 +7.06381e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06394e+03 +7.06394e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06407e+03 +7.06407e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06420e+03 +7.06420e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06433e+03 +7.06433e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06446e+03 +7.06446e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06459e+03 +7.06459e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06472e+03 +7.06472e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06485e+03 +7.06485e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06498e+03 +7.06498e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06510e+03 +7.06510e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06523e+03 +7.06523e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06536e+03 +7.06536e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06549e+03 +7.06549e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06562e+03 +7.06562e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06575e+03 +7.06575e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06588e+03 +7.06588e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06601e+03 +7.06601e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06614e+03 +7.06614e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06627e+03 +7.06627e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06640e+03 +7.06640e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06653e+03 +7.06653e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06666e+03 +7.06666e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06679e+03 +7.06679e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06692e+03 +7.06692e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06705e+03 +7.06705e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06718e+03 +7.06718e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06731e+03 +7.06731e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06744e+03 +7.06744e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06756e+03 +7.06756e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06769e+03 +7.06769e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06782e+03 +7.06782e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06795e+03 +7.06795e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06808e+03 +7.06808e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06821e+03 +7.06821e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06834e+03 +7.06834e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06847e+03 +7.06847e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06860e+03 +7.06860e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06873e+03 +7.06873e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06886e+03 +7.06886e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06899e+03 +7.06899e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06912e+03 +7.06912e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06925e+03 +7.06925e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06938e+03 +7.06938e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06951e+03 +7.06951e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06964e+03 +7.06964e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06977e+03 +7.06977e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06990e+03 +7.06990e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07003e+03 +7.07003e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07015e+03 +7.07015e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07028e+03 +7.07028e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07041e+03 +7.07041e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07054e+03 +7.07054e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07067e+03 +7.07067e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07080e+03 +7.07080e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07093e+03 +7.07093e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07106e+03 +7.07106e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07119e+03 +7.07119e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07132e+03 +7.07132e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07145e+03 +7.07145e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07158e+03 +7.07158e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07171e+03 +7.07171e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07184e+03 +7.07184e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07197e+03 +7.07197e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07210e+03 +7.07210e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07223e+03 +7.07223e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07236e+03 +7.07236e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07249e+03 +7.07249e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07262e+03 +7.07262e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07274e+03 +7.07274e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07287e+03 +7.07287e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07300e+03 +7.07300e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07313e+03 +7.07313e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07326e+03 +7.07326e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07339e+03 +7.07339e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07352e+03 +7.07352e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07365e+03 +7.07365e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07378e+03 +7.07378e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07391e+03 +7.07391e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07404e+03 +7.07404e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07417e+03 +7.07417e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07430e+03 +7.07430e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07443e+03 +7.07443e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07456e+03 +7.07456e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07469e+03 +7.07469e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07482e+03 +7.07482e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07495e+03 +7.07495e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07508e+03 +7.07508e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07521e+03 +7.07521e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07534e+03 +7.07534e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07546e+03 +7.07546e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07559e+03 +7.07559e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07572e+03 +7.07572e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07585e+03 +7.07585e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07598e+03 +7.07598e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07611e+03 +7.07611e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07624e+03 +7.07624e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07637e+03 +7.07637e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07650e+03 +7.07650e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07663e+03 +7.07663e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07676e+03 +7.07676e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07689e+03 +7.07689e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07702e+03 +7.07702e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07715e+03 +7.07715e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07728e+03 +7.07728e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07741e+03 +7.07741e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07754e+03 +7.07754e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07767e+03 +7.07767e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07780e+03 +7.07780e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07793e+03 +7.07793e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07805e+03 +7.07805e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07818e+03 +7.07818e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07831e+03 +7.07831e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07844e+03 +7.07844e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07857e+03 +7.07857e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07870e+03 +7.07870e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07883e+03 +7.07883e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07896e+03 +7.07896e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07909e+03 +7.07909e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07922e+03 +7.07922e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07935e+03 +7.07935e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07948e+03 +7.07948e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07961e+03 +7.07961e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07974e+03 +7.07974e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07987e+03 +7.07987e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08000e+03 +7.08000e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08013e+03 +7.08013e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08026e+03 +7.08026e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08039e+03 +7.08039e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08052e+03 +7.08052e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08064e+03 +7.08064e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08077e+03 +7.08077e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08090e+03 +7.08090e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08103e+03 +7.08103e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08116e+03 +7.08116e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08129e+03 +7.08129e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.08142e+03 +7.08142e+03 +2.45480e-02       +nan       +nan +2.45480e-02       +nan       +nan
++7.08155e+03 +7.08155e+03 +1.07425e-02       +nan       +nan +1.07425e-02       +nan       +nan
++7.08168e+03 +7.08168e+03 +1.93876e-03       +nan       +nan +1.93876e-03       +nan       +nan
++7.08181e+03 +7.08181e+03 -1.37956e-03       +nan       +nan -1.37956e-03       +nan       +nan
++7.08194e+03 +7.08194e+03 -7.63211e-03       +nan       +nan -9.57388e-04 -1.43068e-02       +nan
++7.08207e+03 +7.08207e+03 -5.91323e-03       +nan       +nan +3.25954e-04 -1.21524e-02       +nan
++7.08220e+03 +7.08220e+03 -5.77992e-03       +nan       +nan +1.32674e-04 -1.16925e-02       +nan
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++7.11975e+03 +7.11975e+03 -5.32630e-02 -8.19225e-02 -4.26250e-02 +1.63333e-02 -6.39009e-02       +nan
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++7.12001e+03 +7.12001e+03 -4.77884e-02 -7.83023e-02 -3.68895e-02 +1.84288e-02 -5.86873e-02       +nan
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++7.12079e+03 +7.12079e+03 -3.74667e-02 -6.45651e-02 -2.40748e-02 +3.04959e-03 -5.08586e-02       +nan
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++7.12105e+03 +7.12105e+03 -3.31684e-02 -6.85417e-02 -2.10357e-02 +4.69459e-04 -4.53011e-02       +nan
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++7.12131e+03 +7.12131e+03 -3.17929e-02 -7.39614e-02 -2.09665e-02 -1.47460e-04 -4.26192e-02       +nan
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++7.12934e+03 +7.12934e+03 -5.15021e-02 -4.88150e-02 -5.15021e-02 +5.16860e-02 -7.83804e-02 -9.67814e-02
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++7.12985e+03 +7.12985e+03 -6.31427e-02 -6.18769e-02 -6.44085e-02 +3.85715e-02 -1.08817e-01       +nan
++7.12998e+03 +7.12998e+03 -6.35775e-02 -6.45161e-02 -6.26388e-02 +3.68864e-02 -1.16494e-01       +nan
++7.13011e+03 +7.13011e+03 -6.23743e-02 -6.61040e-02 -5.86447e-02 +3.61066e-02 -1.22627e-01       +nan
++7.13024e+03 +7.13024e+03 -5.96911e-02 -6.65309e-02 -5.28513e-02 +3.61036e-02 -1.27053e-01       +nan
++7.13037e+03 +7.13037e+03 -5.58485e-02 -6.58156e-02 -4.58814e-02 +3.67109e-02 -1.29724e-01       +nan
++7.13050e+03 +7.13050e+03 -5.11504e-02 -6.39494e-02 -3.83513e-02 +3.78225e-02 -1.30374e-01       +nan
++7.13063e+03 +7.13063e+03 -4.58162e-02 -6.08600e-02 -3.07725e-02 +3.94069e-02 -1.28522e-01       +nan
++7.13076e+03 +7.13076e+03 -4.00670e-02 -5.65637e-02 -2.35704e-02 +4.14485e-02 -1.23804e-01       +nan
++7.13089e+03 +7.13089e+03 -3.41961e-02 -5.12831e-02 -1.71091e-02 +4.38774e-02 -1.16356e-01       +nan
++7.13102e+03 +7.13102e+03 -2.84965e-02 -4.53386e-02 -1.16543e-02 +4.65017e-02 -1.06972e-01       +nan
++7.13115e+03 +7.13115e+03 -2.31580e-02 -3.89985e-02 -7.31754e-03 +4.89260e-02 -9.69452e-02       +nan
++7.13128e+03 +7.13128e+03 -1.83331e-02 -3.26045e-02 -4.06179e-03 +5.05178e-02 -8.76236e-02       +nan
++7.13141e+03 +7.13141e+03 -1.43296e-02 -2.68671e-02 -1.79215e-03 +5.05623e-02 -7.98860e-02       +nan
++7.13154e+03 +7.13154e+03 -1.16491e-02 -2.28124e-02 -4.85879e-04 +4.86295e-02 -7.38471e-02       +nan
++7.13167e+03 +7.13167e+03 -1.07168e-02 -2.11618e-02 -2.71804e-04 +4.49224e-02 -6.89516e-02       +nan
++7.13180e+03 +7.13180e+03 -1.15363e-02 -2.16849e-02 -1.38762e-03 +4.02895e-02 -6.43049e-02       +nan
++7.13193e+03 +7.13193e+03 -1.36572e-02 -2.32925e-02 -4.02199e-03 +3.58198e-02 -5.90138e-02       +nan
++7.13206e+03 +7.13206e+03 -1.65500e-02 -2.49601e-02 -8.13994e-03 +3.22985e-02 -5.24662e-02       +nan
++7.13219e+03 +7.13219e+03 -2.66698e-02 -2.66698e-02 -1.34181e-02 +2.99294e-02 -4.45252e-02 -9.74785e-02
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++7.13620e+03 +7.13620e+03 -1.91496e-02 -1.18006e-01 +3.02118e-02 +9.03239e-02 -4.16008e-02 -1.91496e-02
++7.13633e+03 +7.13633e+03 -1.18232e-02 -1.19971e-01 +3.62901e-02 +9.13135e-02 -4.84466e-02 -1.18232e-02
++7.13646e+03 +7.13646e+03 -7.24852e-03 -1.22034e-01 +4.04549e-02 +9.25359e-02 -5.49519e-02       +nan
++7.13659e+03 +7.13659e+03 -9.13198e-03 -1.23180e-01 +4.18576e-02 +9.38822e-02 -6.01216e-02       +nan
++7.13672e+03 +7.13672e+03 -1.12859e-02 -1.22879e-01 +4.03226e-02 +9.45251e-02 -6.28945e-02       +nan
++7.13685e+03 +7.13685e+03 -1.29268e-02 -1.21254e-01 +3.65546e-02 +9.28704e-02 -6.24083e-02       +nan
++7.13698e+03 +7.13698e+03 -1.31094e-02 -1.18962e-01 +3.20202e-02 +8.70007e-02 -5.82389e-02       +nan
++7.13711e+03 +7.13711e+03 -1.10797e-02 -1.16976e-01 +2.84139e-02 +7.55554e-02 -5.05733e-02       +nan
++7.13724e+03 +7.13724e+03 -6.67401e-03 -1.16242e-01 +2.69130e-02 +5.86414e-02 -4.02610e-02       +nan
++7.13737e+03 +7.13737e+03 -5.29242e-04 -1.17246e-01 +2.76630e-02 +3.82678e-02 -2.87215e-02       +nan
++7.13749e+03 +7.13749e+03 +1.52159e-04 -1.19830e-01 +2.98191e-02 +1.80237e-02 -1.77193e-02       +nan
++7.13762e+03 +7.13762e+03 -3.43429e-03 -1.23512e-01 +3.20435e-02 +2.12217e-03 -8.99074e-03       +nan
++7.13775e+03 +7.13775e+03 -4.76297e-03 -1.28006e-01 +3.30818e-02 -5.79577e-03 -3.73017e-03       +nan
++7.13788e+03 +7.13788e+03 -2.91712e-03 -1.33361e-01 +3.21384e-02 -3.68419e-03 -2.15004e-03       +nan
++7.13801e+03 +7.13801e+03 +2.42109e-03 -1.39513e-01 +2.90163e-02 +8.31629e-03 -3.47411e-03       +nan
++7.13814e+03 +7.13814e+03 +8.80674e-03 -1.45826e-01 +2.40806e-02 +2.78217e-02 -6.46710e-03       +nan
++7.13827e+03 +7.13827e+03 +3.97813e-03 -1.51243e-01 +1.80813e-02 +5.07251e-02 -1.01250e-02       +nan
++7.13840e+03 +7.13840e+03 -1.05979e-03 -1.55002e-01 +1.19054e-02 +7.22816e-02 -1.40250e-02       +nan
++7.13853e+03 +7.13853e+03 -5.92840e-03 -1.57243e-01 +6.34530e-03 +8.85099e-02 -1.82021e-02       +nan
++7.13866e+03 +7.13866e+03 -1.04707e-02 -1.58918e-01 +1.89004e-03 +9.73447e-02 -2.28314e-02       +nan
++7.13879e+03 +7.13879e+03 -1.47629e-02 -1.61090e-01 -1.49563e-03 +9.89712e-02 -2.80302e-02       +nan
++7.13892e+03 +7.13892e+03 -1.91653e-02 -1.64271e-01 -4.48815e-03 +9.52722e-02 -3.38424e-02       +nan
++7.13905e+03 +7.13905e+03 -2.42302e-02 -1.68354e-01 -8.18902e-03 +8.88570e-02 -4.02715e-02       +nan
++7.13918e+03 +7.13918e+03 -3.04117e-02 -1.72992e-01 -1.35572e-02 +8.22028e-02 -4.72662e-02       +nan
++7.13931e+03 +7.13931e+03 -3.77640e-02 -1.77748e-01 -2.08373e-02 +7.70822e-02 -5.46906e-02       +nan
++7.13944e+03 +7.13944e+03 -4.58439e-02 -1.81795e-01 -2.93872e-02 +7.41994e-02 -6.23006e-02       +nan
++7.13957e+03 +7.13957e+03 -5.38331e-02 -1.83859e-01 -3.79724e-02 +7.30471e-02 -6.96938e-02       +nan
++7.13970e+03 +7.13970e+03 -6.07612e-02 -1.82938e-01 -4.52618e-02 +7.21687e-02 -7.62607e-02       +nan
++7.13983e+03 +7.13983e+03 -6.57599e-02 -1.79181e-01 -5.02533e-02 +6.99001e-02 -8.12666e-02       +nan
++7.13996e+03 +7.13996e+03 -6.83253e-02 -1.73956e-01 -5.25398e-02 +6.53099e-02 -8.41107e-02       +nan
++7.14009e+03 +7.14009e+03 -6.84910e-02 -1.69107e-01 -5.24099e-02 +5.88104e-02 -8.45720e-02       +nan
++7.14021e+03 +7.14021e+03 -6.67653e-02 -1.66197e-01 -5.07423e-02 +5.20535e-02 -8.27884e-02       +nan
++7.14034e+03 +7.14034e+03 -6.38451e-02 -1.66008e-01 -4.86829e-02 +4.71601e-02 -7.90073e-02       +nan
++7.14047e+03 +7.14047e+03 -7.35128e-02 -1.68133e-01 -4.72340e-02 +4.57120e-02 -7.35128e-02 -1.61623e-01
++7.14060e+03 +7.14060e+03 -6.70001e-02 -1.70897e-01 -4.69556e-02 +4.80210e-02 -6.70001e-02 -1.57790e-01
++7.14073e+03 +7.14073e+03 -1.00576e-01 -1.72021e-01 -4.78711e-02 +5.29910e-02       +nan -1.53281e-01
++7.14086e+03 +7.14086e+03 -9.91607e-02 -1.69754e-01 -4.95358e-02 +5.85650e-02       +nan -1.48786e-01
++7.14099e+03 +7.14099e+03 -9.78940e-02 -1.63673e-01 -5.11974e-02 +6.24903e-02       +nan -1.44591e-01
++7.14112e+03 +7.14112e+03 -9.63042e-02 -1.54660e-01 -5.20095e-02 +6.30811e-02       +nan -1.40599e-01
++7.14125e+03 +7.14125e+03 -9.39329e-02 -1.44356e-01 -5.12661e-02 +5.97539e-02       +nan -1.36600e-01
++7.14138e+03 +7.14138e+03 -9.05688e-02 -1.34542e-01 -4.85771e-02 +5.32275e-02       +nan -1.32561e-01
++7.14151e+03 +7.14151e+03 -8.52426e-02 -1.26578e-01 -4.39070e-02 +4.53198e-02       +nan -1.28775e-01
++7.14164e+03 +7.14164e+03 -7.91959e-02 -1.20925e-01 -3.74670e-02 +3.83367e-02       +nan -1.25825e-01
++7.14177e+03 +7.14177e+03 -7.32842e-02 -1.17015e-01 -2.95532e-02 +3.42323e-02       +nan -1.24364e-01
++7.14190e+03 +7.14190e+03 -6.71055e-02 -1.13760e-01 -2.04511e-02 +3.39202e-02       +nan -1.24789e-01
++7.14203e+03 +7.14203e+03 -6.04012e-02 -1.10327e-01 -1.04758e-02 +3.70867e-02       +nan -1.26996e-01
++7.14216e+03 +7.14216e+03 -5.33053e-02 -1.06532e-01 -7.88347e-05 +4.25215e-02       +nan -1.30384e-01
++7.14229e+03 +7.14229e+03 -4.62381e-02 -1.02633e-01 +1.01571e-02 +4.86037e-02       +nan -1.34138e-01
++7.14242e+03 +7.14242e+03 -3.96815e-02 -9.89058e-02 +1.97074e-02 +5.35822e-02 -3.96815e-02 -1.37579e-01
++7.14255e+03 +7.14255e+03 -3.86069e-02 -9.53889e-02 +2.82850e-02 +5.56908e-02 -3.86069e-02 -1.40381e-01
++7.14268e+03 +7.14268e+03 -3.75237e-02 -9.18834e-02 +3.58143e-02 +5.34442e-02 -3.75237e-02 -1.42584e-01
++7.14280e+03 +7.14280e+03 -3.55373e-02 -8.81001e-02 +4.23138e-02 +4.62186e-02 -3.55373e-02 -1.44480e-01
++7.14293e+03 +7.14293e+03 -3.17036e-02 -8.38868e-02 +4.79226e-02 +3.47212e-02 -3.17036e-02 -1.46484e-01
++7.14306e+03 +7.14306e+03 -2.54878e-02 -7.94462e-02 +5.30153e-02 +2.08369e-02 -2.54878e-02 -1.49035e-01
++7.14319e+03 +7.14319e+03 -1.70618e-02 -7.54132e-02 +5.81376e-02 +6.79882e-03 -1.70618e-02 -1.52473e-01
++7.14332e+03 +7.14332e+03 -7.27361e-03 -7.26913e-02 +6.37156e-02 -5.82718e-03 -7.27361e-03 -1.56883e-01
++7.14345e+03 +7.14345e+03 -1.66961e-02 -7.20798e-02 +6.97803e-02 -1.66961e-02 +2.71601e-03 -1.61925e-01
++7.14358e+03 +7.14358e+03 -7.27645e-03 -7.38724e-02 +7.59317e-02 -2.64607e-02 +1.19078e-02       +nan
++7.14371e+03 +7.14371e+03 -8.13773e-03 -7.76676e-02 +8.15234e-02 -3.59862e-02 +1.97107e-02       +nan
++7.14384e+03 +7.14384e+03 -9.88212e-03 -8.25372e-02 +8.58893e-02 -4.55713e-02 +2.58070e-02       +nan
++7.14397e+03 +7.14397e+03 -1.24104e-02 -8.74774e-02 +8.84740e-02 -5.46701e-02 +2.98494e-02       +nan
++7.14410e+03 +7.14410e+03 -1.54285e-02 -9.18667e-02 +8.88791e-02 -6.22044e-02 +3.13475e-02       +nan
++7.14423e+03 +7.14423e+03 -1.86531e-02 -9.56682e-02 +8.69168e-02 -6.71605e-02 +2.98544e-02       +nan
++7.14436e+03 +7.14436e+03 -2.19075e-02 -9.93221e-02 +8.26972e-02 -6.90740e-02 +2.52589e-02       +nan
++7.14449e+03 +7.14449e+03 -2.51100e-02 -1.03441e-01 +7.66792e-02 -6.81755e-02 +1.79554e-02       +nan
++7.14462e+03 +7.14462e+03 -2.81944e-02 -1.08449e-01 +6.96086e-02 -6.52220e-02 +8.83311e-03       +nan
++7.14475e+03 +7.14475e+03 -3.10383e-02 -1.14312e-01 +6.23451e-02 -6.12148e-02 -8.61839e-04       +nan
++7.14488e+03 +7.14488e+03 -3.35118e-02 -1.20490e-01 +5.56420e-02 -5.72627e-02 -9.76082e-03       +nan
++7.14501e+03 +7.14501e+03 -5.46995e-02 -1.26180e-01 +4.99463e-02 -5.46995e-02 -1.66903e-02 -1.34927e-01
++7.14514e+03 +7.14514e+03 -5.51122e-02 -1.30718e-01 +4.52801e-02 -5.51122e-02 -2.09826e-02 -1.27891e-01
++7.14527e+03 +7.14527e+03 -7.18457e-02 -1.33891e-01 +4.12469e-02       +nan -2.26222e-02 -1.21069e-01
++7.14539e+03 +7.14539e+03 -6.86306e-02 -1.35989e-01 +3.71626e-02       +nan -2.21270e-02 -1.15134e-01
++7.14552e+03 +7.14552e+03 -6.52092e-02 -1.37592e-01 +3.22503e-02       +nan -2.02209e-02 -1.10197e-01
++7.14565e+03 +7.14565e+03 -6.18001e-02 -1.39231e-01 +2.58003e-02       +nan -1.74880e-02 -1.06112e-01
++7.14578e+03 +7.14578e+03 -5.84526e-02 -1.41140e-01 +1.72408e-02       +nan -1.42118e-02 -1.02693e-01
++7.14591e+03 +7.14591e+03 -5.50065e-02 -1.43177e-01 +6.13341e-03       +nan -1.04781e-02 -9.95348e-02
++7.14604e+03 +7.14604e+03 -5.16470e-02 -1.44895e-01 -7.84524e-03       +nan -6.44467e-03 -9.54488e-02
++7.14617e+03 +7.14617e+03 -5.63482e-02 -1.45681e-01 -2.48718e-02       +nan -2.58379e-03 -8.78247e-02
++7.14630e+03 +7.14630e+03 -5.87542e-02 -1.44949e-01 -4.48021e-02       +nan +2.74644e-04 -7.27063e-02
++7.14643e+03 +7.14643e+03 -5.69113e-02 -1.42387e-01 -6.67550e-02       +nan +1.17719e-03 -4.70677e-02
++7.14656e+03 +7.14656e+03 -5.11902e-02 -1.38183e-01 -8.86214e-02       +nan -5.07205e-04 -1.37590e-02
++7.14669e+03 +7.14669e+03 -1.07422e-01 -1.33132e-01 -1.07422e-01       +nan -4.66255e-03       +nan
++7.14682e+03 +7.14682e+03 -1.21928e-01 -1.28516e-01 -1.21928e-01       +nan -1.03248e-02       +nan
++7.14695e+03 +7.14695e+03 -1.25774e-01 -1.25774e-01 -1.36996e-01       +nan -1.60222e-02       +nan
++7.14708e+03 +7.14708e+03 -7.32034e-02 -1.26073e-01       +nan       +nan -2.03336e-02       +nan
++7.14721e+03 +7.14721e+03 -7.60560e-02 -1.29845e-01       +nan       +nan -2.22665e-02       +nan
++7.14734e+03 +7.14734e+03 -7.88306e-02 -1.36400e-01       +nan       +nan -2.12608e-02       +nan
++7.14747e+03 +7.14747e+03 -3.49404e-02 -1.44069e-01       +nan -3.49404e-02 -1.71630e-02       +nan
++7.14760e+03 +7.14760e+03 -3.92589e-02 -1.51383e-01       +nan -3.92589e-02 -1.11842e-02       +nan
++7.14773e+03 +7.14773e+03 -4.20827e-02 -1.58777e-01       +nan -4.20827e-02 -8.72872e-03       +nan
++7.14785e+03 +7.14785e+03 -4.41186e-02 -1.69048e-01       +nan -4.41186e-02 -2.22852e-02       +nan
++7.14798e+03 +7.14798e+03 -1.15325e-01 -1.85424e-01       +nan -4.52259e-02       +nan       +nan
++7.14811e+03 +7.14811e+03 -1.26718e-01 -2.08614e-01       +nan -4.48231e-02       +nan       +nan
++7.14824e+03 +7.14824e+03 -1.39068e-01 -2.35461e-01       +nan -4.26740e-02       +nan       +nan
++7.14837e+03 +7.14837e+03 -1.49864e-01 -2.60281e-01       +nan -3.94465e-02       +nan       +nan
++7.14850e+03 +7.14850e+03 -1.57250e-01 -2.77727e-01       +nan -3.67730e-02       +nan       +nan
++7.14863e+03 +7.14863e+03 -1.61103e-01 -2.85400e-01       +nan -3.68069e-02       +nan       +nan
++7.14876e+03 +7.14876e+03 -1.63096e-01 -2.84721e-01       +nan -4.14710e-02       +nan       +nan
++7.14889e+03 +7.14889e+03 -1.65573e-01 -2.79379e-01       +nan -5.17668e-02       +nan       +nan
++7.14902e+03 +7.14902e+03 -1.69955e-01 -2.72410e-01       +nan -6.75000e-02       +nan       +nan
++7.14915e+03 +7.14915e+03 -1.76001e-01 -2.64497e-01       +nan -8.75039e-02       +nan       +nan
++7.14928e+03 +7.14928e+03 -1.82434e-01 -2.54778e-01       +nan -1.10091e-01       +nan       +nan
++7.14941e+03 +7.14941e+03 -1.33378e-01 -2.42702e-01 -5.22901e-02 -1.33378e-01       +nan       +nan
++7.14954e+03 +7.14954e+03 -1.55422e-01 -2.28820e-01 -4.91502e-02 -1.55422e-01       +nan       +nan
++7.14967e+03 +7.14967e+03 -1.74382e-01 -2.14287e-01 -4.32455e-02 -1.74382e-01       +nan       +nan
++7.14980e+03 +7.14980e+03 -1.88884e-01 -2.00235e-01 -3.41988e-02 -1.88884e-01       +nan       +nan
++7.14993e+03 +7.14993e+03 -1.87644e-01 -1.87644e-01 -2.19975e-02 -1.98397e-01       +nan       +nan
++7.15006e+03 +7.15006e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15019e+03 +7.15019e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15032e+03 +7.15032e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15044e+03 +7.15044e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15057e+03 +7.15057e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15070e+03 +7.15070e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15083e+03 +7.15083e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15096e+03 +7.15096e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15109e+03 +7.15109e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15122e+03 +7.15122e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15135e+03 +7.15135e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15148e+03 +7.15148e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15161e+03 +7.15161e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15174e+03 +7.15174e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15187e+03 +7.15187e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15200e+03 +7.15200e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15213e+03 +7.15213e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15226e+03 +7.15226e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15239e+03 +7.15239e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15252e+03 +7.15252e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15265e+03 +7.15265e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15278e+03 +7.15278e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15291e+03 +7.15291e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15303e+03 +7.15303e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15316e+03 +7.15316e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15329e+03 +7.15329e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15342e+03 +7.15342e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15355e+03 +7.15355e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15368e+03 +7.15368e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15381e+03 +7.15381e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15394e+03 +7.15394e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15407e+03 +7.15407e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15420e+03 +7.15420e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15433e+03 +7.15433e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15446e+03 +7.15446e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15459e+03 +7.15459e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15472e+03 +7.15472e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15485e+03 +7.15485e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15498e+03 +7.15498e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15511e+03 +7.15511e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15524e+03 +7.15524e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15537e+03 +7.15537e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15550e+03 +7.15550e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15562e+03 +7.15562e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15575e+03 +7.15575e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15588e+03 +7.15588e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15601e+03 +7.15601e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15614e+03 +7.15614e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15627e+03 +7.15627e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15640e+03 +7.15640e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15653e+03 +7.15653e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15666e+03 +7.15666e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15679e+03 +7.15679e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15692e+03 +7.15692e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15705e+03 +7.15705e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15718e+03 +7.15718e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15731e+03 +7.15731e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15744e+03 +7.15744e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15757e+03 +7.15757e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15770e+03 +7.15770e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15783e+03 +7.15783e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15796e+03 +7.15796e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15809e+03 +7.15809e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15822e+03 +7.15822e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15834e+03 +7.15834e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15847e+03 +7.15847e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15860e+03 +7.15860e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15873e+03 +7.15873e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15886e+03 +7.15886e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15899e+03 +7.15899e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15912e+03 +7.15912e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15925e+03 +7.15925e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15938e+03 +7.15938e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15951e+03 +7.15951e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15964e+03 +7.15964e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15977e+03 +7.15977e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15990e+03 +7.15990e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16003e+03 +7.16003e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16016e+03 +7.16016e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16029e+03 +7.16029e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16042e+03 +7.16042e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16055e+03 +7.16055e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16068e+03 +7.16068e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16081e+03 +7.16081e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16093e+03 +7.16093e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16106e+03 +7.16106e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16119e+03 +7.16119e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16132e+03 +7.16132e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16145e+03 +7.16145e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16158e+03 +7.16158e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16171e+03 +7.16171e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16184e+03 +7.16184e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16197e+03 +7.16197e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16210e+03 +7.16210e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16223e+03 +7.16223e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16236e+03 +7.16236e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16249e+03 +7.16249e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16262e+03 +7.16262e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16275e+03 +7.16275e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16288e+03 +7.16288e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16301e+03 +7.16301e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16314e+03 +7.16314e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16327e+03 +7.16327e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16340e+03 +7.16340e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16352e+03 +7.16352e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16365e+03 +7.16365e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16378e+03 +7.16378e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16391e+03 +7.16391e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16404e+03 +7.16404e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16417e+03 +7.16417e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16430e+03 +7.16430e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16443e+03 +7.16443e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16456e+03 +7.16456e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16469e+03 +7.16469e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16482e+03 +7.16482e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16495e+03 +7.16495e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16508e+03 +7.16508e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16521e+03 +7.16521e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16534e+03 +7.16534e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16547e+03 +7.16547e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16560e+03 +7.16560e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16573e+03 +7.16573e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16586e+03 +7.16586e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16598e+03 +7.16598e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16611e+03 +7.16611e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16624e+03 +7.16624e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16637e+03 +7.16637e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16650e+03 +7.16650e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16663e+03 +7.16663e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16676e+03 +7.16676e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16689e+03 +7.16689e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16702e+03 +7.16702e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16715e+03 +7.16715e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16728e+03 +7.16728e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16741e+03 +7.16741e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16754e+03 +7.16754e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16767e+03 +7.16767e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16780e+03 +7.16780e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16793e+03 +7.16793e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16806e+03 +7.16806e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16819e+03 +7.16819e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16832e+03 +7.16832e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16845e+03 +7.16845e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16857e+03 +7.16857e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16870e+03 +7.16870e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16883e+03 +7.16883e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16896e+03 +7.16896e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16909e+03 +7.16909e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16922e+03 +7.16922e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16935e+03 +7.16935e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16948e+03 +7.16948e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16961e+03 +7.16961e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16974e+03 +7.16974e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16987e+03 +7.16987e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17000e+03 +7.17000e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17013e+03 +7.17013e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17026e+03 +7.17026e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17039e+03 +7.17039e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17052e+03 +7.17052e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17065e+03 +7.17065e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17078e+03 +7.17078e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17091e+03 +7.17091e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17104e+03 +7.17104e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17116e+03 +7.17116e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17129e+03 +7.17129e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17142e+03 +7.17142e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17155e+03 +7.17155e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17168e+03 +7.17168e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17181e+03 +7.17181e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17194e+03 +7.17194e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17207e+03 +7.17207e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17220e+03 +7.17220e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17233e+03 +7.17233e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17246e+03 +7.17246e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17259e+03 +7.17259e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17272e+03 +7.17272e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17285e+03 +7.17285e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17298e+03 +7.17298e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17311e+03 +7.17311e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17324e+03 +7.17324e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17337e+03 +7.17337e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17350e+03 +7.17350e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17363e+03 +7.17363e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17376e+03 +7.17376e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17388e+03 +7.17388e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17401e+03 +7.17401e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17414e+03 +7.17414e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17427e+03 +7.17427e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17440e+03 +7.17440e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17453e+03 +7.17453e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17466e+03 +7.17466e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17479e+03 +7.17479e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17492e+03 +7.17492e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17505e+03 +7.17505e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17518e+03 +7.17518e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17531e+03 +7.17531e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17544e+03 +7.17544e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17557e+03 +7.17557e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17570e+03 +7.17570e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17583e+03 +7.17583e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17596e+03 +7.17596e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17609e+03 +7.17609e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17622e+03 +7.17622e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17635e+03 +7.17635e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17647e+03 +7.17647e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17660e+03 +7.17660e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17673e+03 +7.17673e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17686e+03 +7.17686e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17699e+03 +7.17699e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17712e+03 +7.17712e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17725e+03 +7.17725e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17738e+03 +7.17738e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17751e+03 +7.17751e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17764e+03 +7.17764e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17777e+03 +7.17777e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17790e+03 +7.17790e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17803e+03 +7.17803e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17816e+03 +7.17816e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17829e+03 +7.17829e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17842e+03 +7.17842e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17855e+03 +7.17855e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17868e+03 +7.17868e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17881e+03 +7.17881e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17894e+03 +7.17894e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17906e+03 +7.17906e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17919e+03 +7.17919e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17932e+03 +7.17932e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17945e+03 +7.17945e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17958e+03 +7.17958e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17971e+03 +7.17971e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17984e+03 +7.17984e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17997e+03 +7.17997e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18010e+03 +7.18010e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18023e+03 +7.18023e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18036e+03 +7.18036e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18049e+03 +7.18049e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18062e+03 +7.18062e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18075e+03 +7.18075e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18088e+03 +7.18088e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18101e+03 +7.18101e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18114e+03 +7.18114e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18127e+03 +7.18127e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18140e+03 +7.18140e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18152e+03 +7.18152e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18165e+03 +7.18165e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18178e+03 +7.18178e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18191e+03 +7.18191e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18204e+03 +7.18204e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18217e+03 +7.18217e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18230e+03 +7.18230e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18243e+03 +7.18243e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18256e+03 +7.18256e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18269e+03 +7.18269e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18282e+03 +7.18282e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18295e+03 +7.18295e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18308e+03 +7.18308e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18321e+03 +7.18321e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18334e+03 +7.18334e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18347e+03 +7.18347e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18360e+03 +7.18360e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18373e+03 +7.18373e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18386e+03 +7.18386e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18399e+03 +7.18399e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18411e+03 +7.18411e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18424e+03 +7.18424e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18437e+03 +7.18437e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18450e+03 +7.18450e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18463e+03 +7.18463e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18476e+03 +7.18476e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18489e+03 +7.18489e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18502e+03 +7.18502e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18515e+03 +7.18515e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18528e+03 +7.18528e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18541e+03 +7.18541e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18554e+03 +7.18554e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18567e+03 +7.18567e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18580e+03 +7.18580e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18593e+03 +7.18593e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18606e+03 +7.18606e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18619e+03 +7.18619e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18632e+03 +7.18632e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18645e+03 +7.18645e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18658e+03 +7.18658e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18670e+03 +7.18670e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18683e+03 +7.18683e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18696e+03 +7.18696e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18709e+03 +7.18709e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18722e+03 +7.18722e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18735e+03 +7.18735e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18748e+03 +7.18748e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18761e+03 +7.18761e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18774e+03 +7.18774e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18787e+03 +7.18787e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18800e+03 +7.18800e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18813e+03 +7.18813e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18826e+03 +7.18826e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18839e+03 +7.18839e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18852e+03 +7.18852e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18865e+03 +7.18865e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18878e+03 +7.18878e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18891e+03 +7.18891e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18904e+03 +7.18904e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18917e+03 +7.18917e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18930e+03 +7.18930e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18942e+03 +7.18942e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18955e+03 +7.18955e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18968e+03 +7.18968e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18981e+03 +7.18981e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18994e+03 +7.18994e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19007e+03 +7.19007e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19020e+03 +7.19020e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19033e+03 +7.19033e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19046e+03 +7.19046e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19059e+03 +7.19059e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19072e+03 +7.19072e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19085e+03 +7.19085e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19098e+03 +7.19098e+03       +nan       +nan       +nan       +nan       +nan       +nan
diff --git a/figures/figures_v1/data/fig_focusing_run0127_sam.txt b/figures/figures_v1/data/fig_focusing_run0127_sam.txt
new file mode 100644
index 0000000..1e54371
--- /dev/null
+++ b/figures/figures_v1/data/fig_focusing_run0127_sam.txt
@@ -0,0 +1,1026 @@
+# threshold=0.05; smoothWidth=0.30 eV
+#E abs_average_over_shots shots ...
++7.05850e+03 +7.05850e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05863e+03 +7.05863e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05876e+03 +7.05876e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05889e+03 +7.05889e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05902e+03 +7.05902e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05915e+03 +7.05915e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05928e+03 +7.05928e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05941e+03 +7.05941e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05954e+03 +7.05954e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05967e+03 +7.05967e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05980e+03 +7.05980e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.05992e+03 +7.05992e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06005e+03 +7.06005e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06018e+03 +7.06018e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06031e+03 +7.06031e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06044e+03 +7.06044e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06057e+03 +7.06057e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06070e+03 +7.06070e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06083e+03 +7.06083e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06096e+03 +7.06096e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06109e+03 +7.06109e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06122e+03 +7.06122e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06135e+03 +7.06135e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06148e+03 +7.06148e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06161e+03 +7.06161e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06174e+03 +7.06174e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06187e+03 +7.06187e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06200e+03 +7.06200e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06213e+03 +7.06213e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06226e+03 +7.06226e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06239e+03 +7.06239e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06251e+03 +7.06251e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06264e+03 +7.06264e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06277e+03 +7.06277e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06290e+03 +7.06290e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06303e+03 +7.06303e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06316e+03 +7.06316e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06329e+03 +7.06329e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06342e+03 +7.06342e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06355e+03 +7.06355e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06368e+03 +7.06368e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06381e+03 +7.06381e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06394e+03 +7.06394e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06407e+03 +7.06407e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06420e+03 +7.06420e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06433e+03 +7.06433e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06446e+03 +7.06446e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06459e+03 +7.06459e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06472e+03 +7.06472e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06485e+03 +7.06485e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06498e+03 +7.06498e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06510e+03 +7.06510e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06523e+03 +7.06523e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06536e+03 +7.06536e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06549e+03 +7.06549e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06562e+03 +7.06562e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06575e+03 +7.06575e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06588e+03 +7.06588e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06601e+03 +7.06601e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06614e+03 +7.06614e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06627e+03 +7.06627e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06640e+03 +7.06640e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06653e+03 +7.06653e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06666e+03 +7.06666e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06679e+03 +7.06679e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06692e+03 +7.06692e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06705e+03 +7.06705e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06718e+03 +7.06718e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06731e+03 +7.06731e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06744e+03 +7.06744e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06756e+03 +7.06756e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06769e+03 +7.06769e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06782e+03 +7.06782e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06795e+03 +7.06795e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06808e+03 +7.06808e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06821e+03 +7.06821e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06834e+03 +7.06834e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06847e+03 +7.06847e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06860e+03 +7.06860e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06873e+03 +7.06873e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06886e+03 +7.06886e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06899e+03 +7.06899e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06912e+03 +7.06912e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06925e+03 +7.06925e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06938e+03 +7.06938e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06951e+03 +7.06951e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06964e+03 +7.06964e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06977e+03 +7.06977e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.06990e+03 +7.06990e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07003e+03 +7.07003e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07015e+03 +7.07015e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07028e+03 +7.07028e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07041e+03 +7.07041e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07054e+03 +7.07054e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07067e+03 +7.07067e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07080e+03 +7.07080e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07093e+03 +7.07093e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07106e+03 +7.07106e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07119e+03 +7.07119e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07132e+03 +7.07132e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07145e+03 +7.07145e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07158e+03 +7.07158e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07171e+03 +7.07171e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07184e+03 +7.07184e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07197e+03 +7.07197e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07210e+03 +7.07210e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07223e+03 +7.07223e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07236e+03 +7.07236e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07249e+03 +7.07249e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07262e+03 +7.07262e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07274e+03 +7.07274e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07287e+03 +7.07287e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07300e+03 +7.07300e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07313e+03 +7.07313e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07326e+03 +7.07326e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07339e+03 +7.07339e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07352e+03 +7.07352e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07365e+03 +7.07365e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07378e+03 +7.07378e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07391e+03 +7.07391e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07404e+03 +7.07404e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.07417e+03 +7.07417e+03       +nan       +nan       +nan       +nan       +nan       +nan
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++7.14345e+03 +7.14345e+03 +6.36930e-01 +5.89355e-01       +nan +5.20008e-01 +6.84506e-01 +7.23400e-01
++7.14358e+03 +7.14358e+03 +6.55750e-01 +5.99693e-01       +nan +5.12287e-01 +7.11806e-01 +7.48665e-01
++7.14371e+03 +7.14371e+03 +6.72989e-01 +6.09475e-01       +nan +5.04177e-01 +7.36502e-01 +7.71583e-01
++7.14384e+03 +7.14384e+03 +6.86944e-01 +6.19017e-01       +nan +4.96385e-01 +7.54872e-01 +7.90852e-01
++7.14397e+03 +7.14397e+03 +6.96531e-01 +6.28671e-01       +nan +4.90382e-01 +7.64391e-01 +8.05548e-01
++7.14410e+03 +7.14410e+03 +7.01468e-01 +6.38429e-01       +nan +4.87497e-01 +7.64507e-01 +8.14628e-01
++7.14423e+03 +7.14423e+03 +7.02155e-01 +6.47806e-01       +nan +4.88083e-01 +7.56504e-01 +8.17013e-01
++7.14436e+03 +7.14436e+03 +6.99475e-01 +6.56086e-01       +nan +4.91639e-01 +7.42864e-01 +8.12303e-01
++7.14449e+03 +7.14449e+03 +6.94679e-01 +6.62749e-01       +nan +4.97453e-01 +7.26608e-01 +8.01542e-01
++7.14462e+03 +7.14462e+03 +6.89218e-01 +6.67774e-01       +nan +5.04882e-01 +7.10662e-01 +7.87338e-01
++7.14475e+03 +7.14475e+03 +6.71587e-01 +6.71587e-01 +5.24933e-01 +5.13122e-01 +6.97195e-01 +7.73086e-01
++7.14488e+03 +7.14488e+03 +6.74749e-01 +6.74749e-01 +5.62836e-01 +5.21161e-01 +6.87117e-01 +7.61681e-01
++7.14501e+03 +7.14501e+03 +6.77692e-01 +6.77692e-01 +6.04136e-01 +5.28306e-01 +6.80034e-01 +7.54527e-01
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++7.14539e+03 +7.14539e+03 +6.89253e-01 +6.89253e-01 +7.15517e-01 +5.51556e-01 +6.63387e-01 +7.53450e-01
++7.14552e+03 +7.14552e+03 +6.95507e-01 +6.95507e-01 +7.38670e-01 +5.63393e-01 +6.55933e-01 +7.57110e-01
++7.14565e+03 +7.14565e+03 +7.02995e-01 +7.02995e-01 +7.51899e-01 +5.76562e-01 +6.47479e-01 +7.62315e-01
++7.14578e+03 +7.14578e+03 +7.11035e-01 +7.11035e-01 +7.56755e-01 +5.88906e-01 +6.38931e-01 +7.68920e-01
++7.14591e+03 +7.14591e+03 +7.18965e-01 +7.18965e-01 +7.56558e-01 +5.98107e-01 +6.31354e-01 +7.76310e-01
++7.14604e+03 +7.14604e+03 +7.26737e-01 +7.26737e-01 +7.55086e-01 +6.02688e-01 +6.25520e-01 +7.83258e-01
++7.14617e+03 +7.14617e+03 +7.35121e-01 +7.35121e-01 +7.55422e-01 +6.02754e-01 +6.21558e-01 +7.88133e-01
++7.14630e+03 +7.14630e+03 +7.45177e-01 +7.45177e-01 +7.59054e-01 +5.99863e-01 +6.18829e-01 +7.89414e-01
++7.14643e+03 +7.14643e+03 +7.57226e-01 +7.57226e-01 +7.65314e-01 +5.95970e-01 +6.16153e-01 +7.86173e-01
++7.14656e+03 +7.14656e+03 +7.70032e-01 +7.70032e-01 +7.71675e-01 +5.92266e-01 +6.12342e-01 +7.77755e-01
++7.14669e+03 +7.14669e+03 +7.62085e-01 +7.80874e-01 +7.75189e-01 +5.88872e-01 +6.06825e-01 +7.62085e-01
++7.14682e+03 +7.14682e+03 +7.33682e-01 +7.86487e-01 +7.74303e-01 +5.85393e-01 +5.99954e-01 +7.33682e-01
++7.14695e+03 +7.14695e+03 +6.84982e-01 +7.84253e-01 +7.69753e-01 +5.81566e-01 +5.92750e-01 +6.84982e-01
++7.14708e+03 +7.14708e+03 +6.15480e-01 +7.72978e-01 +7.64010e-01 +5.77430e-01 +5.86250e-01 +6.15480e-01
++7.14721e+03 +7.14721e+03 +5.80914e-01 +7.53042e-01 +7.59791e-01 +5.73111e-01 +5.80914e-01 +5.46283e-01
++7.14734e+03 +7.14734e+03 +6.51282e-01 +7.26071e-01 +7.58671e-01 +5.68601e-01 +5.76493e-01       +nan
++7.14747e+03 +7.14747e+03 +6.33387e-01 +6.94402e-01 +7.60486e-01 +5.63779e-01 +5.72373e-01       +nan
++7.14760e+03 +7.14760e+03 +6.14322e-01 +6.60451e-01 +7.63707e-01 +5.58548e-01 +5.68192e-01       +nan
++7.14773e+03 +7.14773e+03 +5.95254e-01 +6.26083e-01 +7.66477e-01 +5.52933e-01 +5.64425e-01       +nan
++7.14785e+03 +7.14785e+03 +5.77448e-01 +5.92314e-01 +7.67741e-01 +5.47086e-01 +5.62582e-01       +nan
++7.14798e+03 +7.14798e+03 +5.62422e-01 +5.60138e-01 +7.67848e-01 +5.41301e-01 +5.64707e-01       +nan
++7.14811e+03 +7.14811e+03 +5.54131e-01 +5.32237e-01 +7.68222e-01 +5.36026e-01 +5.72237e-01       +nan
++7.14824e+03 +7.14824e+03 +5.84968e-01       +nan +7.70153e-01 +5.31741e-01 +5.84968e-01       +nan
++7.14837e+03 +7.14837e+03 +6.00938e-01       +nan +7.73431e-01 +5.28747e-01 +6.00938e-01       +nan
++7.14850e+03 +7.14850e+03 +6.17380e-01       +nan +7.75837e-01 +5.27049e-01 +6.17380e-01       +nan
++7.14863e+03 +7.14863e+03 +6.31788e-01       +nan +7.74008e-01 +5.26532e-01 +6.31788e-01       +nan
++7.14876e+03 +7.14876e+03 +6.41939e-01       +nan +7.65110e-01 +5.27219e-01 +6.41939e-01       +nan
++7.14889e+03 +7.14889e+03 +6.44522e-01       +nan +7.48228e-01 +5.29222e-01 +6.44522e-01       +nan
++7.14902e+03 +7.14902e+03 +6.33655e-01       +nan +7.24728e-01 +5.32291e-01 +6.33655e-01       +nan
++7.14915e+03 +7.14915e+03 +6.03099e-01       +nan +6.97702e-01 +5.35476e-01 +6.03099e-01       +nan
++7.14928e+03 +7.14928e+03 +5.56998e-01       +nan +6.70942e-01 +5.37505e-01 +5.56998e-01       +nan
++7.14941e+03 +7.14941e+03 +5.92516e-01       +nan +6.47364e-01 +5.37668e-01 +5.25934e-01 +8.14521e-01
++7.14954e+03 +7.14954e+03 +6.84884e-01       +nan       +nan +5.36203e-01       +nan +8.33565e-01
++7.14967e+03 +7.14967e+03 +6.90584e-01       +nan       +nan +5.33610e-01       +nan +8.47558e-01
++7.14980e+03 +7.14980e+03 +8.28349e-01 +8.28349e-01       +nan +5.29556e-01       +nan +8.53321e-01
++7.14993e+03 +7.14993e+03 +8.41198e-01 +8.41198e-01       +nan +5.22638e-01       +nan +8.49411e-01
++7.15006e+03 +7.15006e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15019e+03 +7.15019e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15032e+03 +7.15032e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15044e+03 +7.15044e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15057e+03 +7.15057e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15070e+03 +7.15070e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15083e+03 +7.15083e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15096e+03 +7.15096e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15109e+03 +7.15109e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15122e+03 +7.15122e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15135e+03 +7.15135e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15148e+03 +7.15148e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15161e+03 +7.15161e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15174e+03 +7.15174e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15187e+03 +7.15187e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15200e+03 +7.15200e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15213e+03 +7.15213e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15226e+03 +7.15226e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15239e+03 +7.15239e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15252e+03 +7.15252e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15265e+03 +7.15265e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15278e+03 +7.15278e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15291e+03 +7.15291e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15303e+03 +7.15303e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15316e+03 +7.15316e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15329e+03 +7.15329e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15342e+03 +7.15342e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15355e+03 +7.15355e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15368e+03 +7.15368e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15381e+03 +7.15381e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15394e+03 +7.15394e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15407e+03 +7.15407e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15420e+03 +7.15420e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15433e+03 +7.15433e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15446e+03 +7.15446e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15459e+03 +7.15459e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15472e+03 +7.15472e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15485e+03 +7.15485e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15498e+03 +7.15498e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15511e+03 +7.15511e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15524e+03 +7.15524e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15537e+03 +7.15537e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15550e+03 +7.15550e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15562e+03 +7.15562e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15575e+03 +7.15575e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15588e+03 +7.15588e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15601e+03 +7.15601e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15614e+03 +7.15614e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15627e+03 +7.15627e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15640e+03 +7.15640e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15653e+03 +7.15653e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15666e+03 +7.15666e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15679e+03 +7.15679e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15692e+03 +7.15692e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15705e+03 +7.15705e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15718e+03 +7.15718e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15731e+03 +7.15731e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15744e+03 +7.15744e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15757e+03 +7.15757e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15770e+03 +7.15770e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15783e+03 +7.15783e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15796e+03 +7.15796e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15809e+03 +7.15809e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15822e+03 +7.15822e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15834e+03 +7.15834e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15847e+03 +7.15847e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15860e+03 +7.15860e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15873e+03 +7.15873e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15886e+03 +7.15886e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15899e+03 +7.15899e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15912e+03 +7.15912e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15925e+03 +7.15925e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15938e+03 +7.15938e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15951e+03 +7.15951e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15964e+03 +7.15964e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15977e+03 +7.15977e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.15990e+03 +7.15990e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16003e+03 +7.16003e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16016e+03 +7.16016e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16029e+03 +7.16029e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16042e+03 +7.16042e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16055e+03 +7.16055e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16068e+03 +7.16068e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16081e+03 +7.16081e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16093e+03 +7.16093e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16106e+03 +7.16106e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16119e+03 +7.16119e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16132e+03 +7.16132e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16145e+03 +7.16145e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16158e+03 +7.16158e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16171e+03 +7.16171e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16184e+03 +7.16184e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16197e+03 +7.16197e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16210e+03 +7.16210e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16223e+03 +7.16223e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16236e+03 +7.16236e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16249e+03 +7.16249e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16262e+03 +7.16262e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16275e+03 +7.16275e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16288e+03 +7.16288e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16301e+03 +7.16301e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16314e+03 +7.16314e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16327e+03 +7.16327e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16340e+03 +7.16340e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16352e+03 +7.16352e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16365e+03 +7.16365e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16378e+03 +7.16378e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16391e+03 +7.16391e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16404e+03 +7.16404e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16417e+03 +7.16417e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16430e+03 +7.16430e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16443e+03 +7.16443e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16456e+03 +7.16456e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16469e+03 +7.16469e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16482e+03 +7.16482e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16495e+03 +7.16495e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16508e+03 +7.16508e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16521e+03 +7.16521e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16534e+03 +7.16534e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16547e+03 +7.16547e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16560e+03 +7.16560e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16573e+03 +7.16573e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16586e+03 +7.16586e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16598e+03 +7.16598e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16611e+03 +7.16611e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16624e+03 +7.16624e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16637e+03 +7.16637e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16650e+03 +7.16650e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16663e+03 +7.16663e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16676e+03 +7.16676e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16689e+03 +7.16689e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16702e+03 +7.16702e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16715e+03 +7.16715e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16728e+03 +7.16728e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16741e+03 +7.16741e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16754e+03 +7.16754e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16767e+03 +7.16767e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16780e+03 +7.16780e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16793e+03 +7.16793e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16806e+03 +7.16806e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16819e+03 +7.16819e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16832e+03 +7.16832e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16845e+03 +7.16845e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16857e+03 +7.16857e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16870e+03 +7.16870e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16883e+03 +7.16883e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16896e+03 +7.16896e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16909e+03 +7.16909e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16922e+03 +7.16922e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16935e+03 +7.16935e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16948e+03 +7.16948e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16961e+03 +7.16961e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16974e+03 +7.16974e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.16987e+03 +7.16987e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17000e+03 +7.17000e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17013e+03 +7.17013e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17026e+03 +7.17026e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17039e+03 +7.17039e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17052e+03 +7.17052e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17065e+03 +7.17065e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17078e+03 +7.17078e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17091e+03 +7.17091e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17104e+03 +7.17104e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17116e+03 +7.17116e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17129e+03 +7.17129e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17142e+03 +7.17142e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17155e+03 +7.17155e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17168e+03 +7.17168e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17181e+03 +7.17181e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17194e+03 +7.17194e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17207e+03 +7.17207e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17220e+03 +7.17220e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17233e+03 +7.17233e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17246e+03 +7.17246e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17259e+03 +7.17259e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17272e+03 +7.17272e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17285e+03 +7.17285e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17298e+03 +7.17298e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17311e+03 +7.17311e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17324e+03 +7.17324e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17337e+03 +7.17337e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17350e+03 +7.17350e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17363e+03 +7.17363e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17376e+03 +7.17376e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17388e+03 +7.17388e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17401e+03 +7.17401e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17414e+03 +7.17414e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17427e+03 +7.17427e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17440e+03 +7.17440e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17453e+03 +7.17453e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17466e+03 +7.17466e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17479e+03 +7.17479e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17492e+03 +7.17492e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17505e+03 +7.17505e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17518e+03 +7.17518e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17531e+03 +7.17531e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17544e+03 +7.17544e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17557e+03 +7.17557e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17570e+03 +7.17570e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17583e+03 +7.17583e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17596e+03 +7.17596e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17609e+03 +7.17609e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17622e+03 +7.17622e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17635e+03 +7.17635e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17647e+03 +7.17647e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17660e+03 +7.17660e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17673e+03 +7.17673e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17686e+03 +7.17686e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17699e+03 +7.17699e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17712e+03 +7.17712e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17725e+03 +7.17725e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17738e+03 +7.17738e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17751e+03 +7.17751e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17764e+03 +7.17764e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17777e+03 +7.17777e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17790e+03 +7.17790e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17803e+03 +7.17803e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17816e+03 +7.17816e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17829e+03 +7.17829e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17842e+03 +7.17842e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17855e+03 +7.17855e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17868e+03 +7.17868e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17881e+03 +7.17881e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17894e+03 +7.17894e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17906e+03 +7.17906e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17919e+03 +7.17919e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17932e+03 +7.17932e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17945e+03 +7.17945e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17958e+03 +7.17958e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17971e+03 +7.17971e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17984e+03 +7.17984e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.17997e+03 +7.17997e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18010e+03 +7.18010e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18023e+03 +7.18023e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18036e+03 +7.18036e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18049e+03 +7.18049e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18062e+03 +7.18062e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18075e+03 +7.18075e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18088e+03 +7.18088e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18101e+03 +7.18101e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18114e+03 +7.18114e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18127e+03 +7.18127e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18140e+03 +7.18140e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18152e+03 +7.18152e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18165e+03 +7.18165e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18178e+03 +7.18178e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18191e+03 +7.18191e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18204e+03 +7.18204e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18217e+03 +7.18217e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18230e+03 +7.18230e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18243e+03 +7.18243e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18256e+03 +7.18256e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18269e+03 +7.18269e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18282e+03 +7.18282e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18295e+03 +7.18295e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18308e+03 +7.18308e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18321e+03 +7.18321e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18334e+03 +7.18334e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18347e+03 +7.18347e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18360e+03 +7.18360e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18373e+03 +7.18373e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18386e+03 +7.18386e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18399e+03 +7.18399e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18411e+03 +7.18411e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18424e+03 +7.18424e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18437e+03 +7.18437e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18450e+03 +7.18450e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18463e+03 +7.18463e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18476e+03 +7.18476e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18489e+03 +7.18489e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18502e+03 +7.18502e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18515e+03 +7.18515e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18528e+03 +7.18528e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18541e+03 +7.18541e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18554e+03 +7.18554e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18567e+03 +7.18567e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18580e+03 +7.18580e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18593e+03 +7.18593e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18606e+03 +7.18606e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18619e+03 +7.18619e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18632e+03 +7.18632e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18645e+03 +7.18645e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18658e+03 +7.18658e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18670e+03 +7.18670e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18683e+03 +7.18683e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18696e+03 +7.18696e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18709e+03 +7.18709e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18722e+03 +7.18722e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18735e+03 +7.18735e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18748e+03 +7.18748e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18761e+03 +7.18761e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18774e+03 +7.18774e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18787e+03 +7.18787e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18800e+03 +7.18800e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18813e+03 +7.18813e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18826e+03 +7.18826e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18839e+03 +7.18839e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18852e+03 +7.18852e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18865e+03 +7.18865e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18878e+03 +7.18878e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18891e+03 +7.18891e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18904e+03 +7.18904e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18917e+03 +7.18917e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18930e+03 +7.18930e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18942e+03 +7.18942e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18955e+03 +7.18955e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18968e+03 +7.18968e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18981e+03 +7.18981e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.18994e+03 +7.18994e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19007e+03 +7.19007e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19020e+03 +7.19020e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19033e+03 +7.19033e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19046e+03 +7.19046e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19059e+03 +7.19059e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19072e+03 +7.19072e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19085e+03 +7.19085e+03       +nan       +nan       +nan       +nan       +nan       +nan
++7.19098e+03 +7.19098e+03       +nan       +nan       +nan       +nan       +nan       +nan
diff --git a/figures/figures_v1/fig2_fel_modes/fig_fel_modes.pdf b/figures/figures_v1/fig2_fel_modes/fig_fel_modes.pdf
new file mode 100644
index 0000000..e81bcdb
Binary files /dev/null and b/figures/figures_v1/fig2_fel_modes/fig_fel_modes.pdf differ
diff --git a/figures/figures_v1/fig2_fel_modes/fig_fel_modes.png b/figures/figures_v1/fig2_fel_modes/fig_fel_modes.png
new file mode 100644
index 0000000..392ae3b
Binary files /dev/null and b/figures/figures_v1/fig2_fel_modes/fig_fel_modes.png differ
diff --git a/figures/figures_v1/fig2_fel_modes/fig_fel_modes.py b/figures/figures_v1/fig2_fel_modes/fig_fel_modes.py
new file mode 100644
index 0000000..c28b7db
--- /dev/null
+++ b/figures/figures_v1/fig2_fel_modes/fig_fel_modes.py
@@ -0,0 +1,103 @@
+import sys
+sys.path.insert(0,"../../../")
+import collections
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+
+import dispersiveXanes_utils as utils
+import xppl37_spectra
+import xanes_analyzeRun
+import trx
+import datastorage as ds
+
+
+nice_colors = ["#1b9e77", "#d95f02", "#7570b3"]
+nice_colors = "#1f78b4 #a6cee3 #b2df8a #33a02c".split()
+gradual_colors = ['#014636', '#016c59', '#02818a', '#3690c0', '#67a9cf', '#a6bddb', '#d0d1e6']#, '#ece2f0']
+
+def get_data(run,threshold=0.02,force=False):
+  if run == 80:
+    refCalibs=slice(1,None,2)
+  elif run == 84:
+    refCalibs=slice(None,None,2)
+  elif run == 76:
+    refCalibs=slice(None,None)
+  else:
+    refCalibs=slice(None,None,2)
+  fname = "../data/fig_fel_modes_run%04d.h5" % run
+  if not os.path.isfile(fname) or force:
+    r = xanes_analyzeRun.AnalyzeRun(run=run)
+    r.load()
+    E = r.E
+    calibs = list(r.results.keys())
+    calibs.sort()
+    calibs = calibs[refCalibs]
+    p1 = np.vstack( [r.results[c].p1 for c in calibs] )
+    p2 = np.vstack( [r.results[c].p2 for c in calibs] )
+    #temp = ds.DataStorage( E=E,p1=p1.astype(np.float16),p2=p2.astype(np.float16))
+    temp = ds.DataStorage( E=E,p1=p1,p2=p2)
+    _,_,Abs = xppl37_spectra.calcAbs( temp, threshold=0.02 )
+    temp.Abs = Abs #.astype(np.float16)
+    temp.info="Abs calculated with threshold = 0.02"
+    temp.save(fname)
+  data = ds.read(fname)
+  # nan is saved as -1 for masked arrays
+  for k in data.keys():
+    try:
+      data[k][data[k]==-1] =np.nan
+    except (TypeError,AttributeError):
+      pass
+  print("Run %d → nshots = %d"%(run,len(data.p1)))
+  p1,p2,Abs = xppl37_spectra.calcAbs( data, threshold=threshold )
+  data.Abs = Abs
+  return data
+    
+
+def fig_fel_modes(shots_per_run = slice(10,13),showAv=True,force=False,threshold=0.02,smootWidth=0.3):
+  runs = [28,39,54,76,80,84]
+  runs = [80,76,84]
+  #runs = [28,54,76,80,84]
+  figsize = [6,8]
+  fig,axes = plt.subplots( len(runs),2 , sharex=True, sharey=True,figsize=figsize)
+  #fig,axes = plt.subplots( 2,len(runs) , sharex=True, sharey='row')
+  #axes = axes.T
+  for run,ax in zip(runs,axes):
+    data = get_data(run,threshold=threshold,force=force)
+    E = data.E
+    s2 = data.p2[shots_per_run]
+    s1 = data.p1[shots_per_run]
+    norm = s2.max()*1.1
+    if showAv: ax[0].fill_between(E,0,data.p2.mean(0)/norm,color='#d95f0e',alpha=0.4)
+    for ispectrum,(spectrum1,spectrum2,a) in enumerate(zip(s1,s2,data.Abs)):
+      c = nice_colors[ispectrum]
+      ax[0].axhline(ispectrum,ls='--',lw=0.5,color=c)
+#      ax[1].axhline(ispectrum,ls='--',lw=0.5,color=c)
+      ax[0].plot(E,spectrum1/norm+ispectrum,lw=2,color=c)
+      ax[1].axhline(0.25+ispectrum,ls='--',lw=1,color=c)
+      # smooth does not work with nan's...
+      #if smootWidth > 0:
+      #  a = xppl37_spectra.smoothSpectra(E,a,res=smootWidth)[0]
+      ax[1].plot(E,a+0.25+ispectrum,lw=2,color=c)
+      noise = np.nanstd(a)
+      ax[1].text(7135,0.4+ispectrum,"σ = %.2f"%noise)
+      ax[0].set_ylabel("Spectrum (a.u.) (run %d)"%run)
+      ax[1].set_ylabel("Absorption (run %d)"%run)
+    ax[0].grid(color="0.8",lw=0.5)
+    ax[1].grid(axis='x',color="0.8",lw=0.5)
+    tosave = np.vstack( (data.p2.mean(0)/norm,s2/norm) )
+    trx.utils.saveTxt("../data/fig_fel_modes_run%04d_spectra.txt"%run,E,tosave,info="E average_spectrum spectra")
+    trx.utils.saveTxt("../data/fig_fel_modes_run%04d_abs.txt"%run,E,data.Abs[shots_per_run],info="# threshold = %.2f\n# E Abs"%threshold)
+
+  axes[0,0].set_yticks(())
+  ax[0].set_xlim(7070,7180)
+  ax[0].set_ylim(-0.2,3.2)
+  axes[-1,0].set_xlabel("Energy (keV)")
+  axes[-1,1].set_xlabel("Energy (keV)")
+  #plt.subplots_adjust(left=0.07,right=0.95
+  plt.tight_layout()
+  plt.savefig("fig_fel_modes.png",transparent=True,dpi=300) 
+  plt.savefig("fig_fel_modes.pdf",transparent=True)
+
+if __name__ == "__main__": fig_fel_modes()
+ 
diff --git a/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.pdf b/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.pdf
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index 0000000..f4a9e23
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diff --git a/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.png b/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.png
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diff --git a/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.py b/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.py
new file mode 100644
index 0000000..69e3230
--- /dev/null
+++ b/figures/figures_v1/fig3_Fe_XAS/fig_fe_xas.py
@@ -0,0 +1,144 @@
+import sys
+sys.path.insert(0,"../../../")
+import collections
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib import gridspec
+
+import dispersiveXanes_utils as utils
+import xppl37_spectra
+import xanes_analyzeRun
+import mcutils as mc
+import trx
+import datastorage as ds
+
+
+nice_colors = ["#1b9e77", "#d95f02", "#7570b3"]
+nice_colors = "#1f78b4 #a6cee3 #b2df8a #33a02c".split()
+gradual_colors = ['#014636', '#016c59', '#02818a', '#3690c0', '#67a9cf', '#a6bddb', '#d0d1e6']#, '#ece2f0']
+
+def get_data(run=82,calib=1,threshold=0.02,force=False):
+  fname = "../data/fig_fe_xas_run%04d.h5" % run
+  if not os.path.isfile(fname) or force:
+    E,p1,p2,Abs=xppl37_spectra.calcAbsForRun(run,merge_calibs=True,threshold=threshold)
+    temp = ds.DataStorage( E=E,p1=p1,p2=p2,Abs=Abs)
+    temp.info="Abs calculated with threshold = %.3f" % threshold
+    temp.save(fname)
+  data = ds.read(fname)
+  # nan is saved as -1 for masked arrays
+  for k in data.keys():
+    try:
+      data[k][data[k]==-1] =np.nan
+    except TypeError:
+      pass
+  return data
+
+
+def get_ref():
+  E,data=np.loadtxt("../data/Fe_ref.txt",unpack=True)
+  return ds.DataStorage(E=E*1e3,data=data/2.05+0.07)
+
+def get_1b():
+  E,data=np.loadtxt("../data/Fe_1bunch.txt",unpack=True)
+  return ds.DataStorage(E=E*1e3,data=data/2.05+0.07)
+
+def fig_fe_xas(run=82,shots = slice(100,105),showAv=True,force=False,threshold=0.02,smoothWidth=0.3):
+  ref = get_ref()
+  color_ss = '#08519c'
+  color_av = '#238b45'
+  color_av_all = '#d95f0e'
+  shifty = 1
+  data = get_data(run,force=force)
+  E = data.E;p1=data.p1;p2=data.p2;Abs=data.Abs
+  p1_sum = p1.sum(-1)
+  p1_av  = np.nanmean(p1,axis=0)
+  p2_av  = np.nanmean(p2,axis=0)
+  # somehow nanmedian screws up when array is too big ... so using nanmean
+  abs_av = np.nanmean(Abs,axis=0)
+  n = 2**np.arange(4)
+  av = np.nanmedian(Abs[:],0)
+  av = xppl37_spectra.smoothSpectra(E,av,res=smoothWidth)
+  for ni in n:
+    aa = np.nanmedian(Abs[:ni],0)
+    aa = xppl37_spectra.smoothSpectra(E,aa,res=smoothWidth)
+    print(ni,np.nanstd(aa-av))
+
+
+  p1 = p1[shots]; p2=p2[shots]; Abs = Abs[shots]
+  if smoothWidth > 0:
+    Abs = xppl37_spectra.smoothSpectra(E,Abs,res=smoothWidth)
+    idx = E< 7080
+    Abs[:,idx]=np.nan
+  #fig,ax = plt.subplots(1,3,sharex=True,sharey=False,squeeze=False,figsize=[6,4])
+  figure = plt.figure(figsize = [7,5])
+  gs = gridspec.GridSpec(1, 3, width_ratios=[1, 1, 1.5],)
+  ax = []
+  ax.append( plt.subplot(gs[0]) )
+  ax.append( plt.subplot(gs[1],sharex=ax[0],sharey=ax[0]) )
+  ax.append( plt.subplot(gs[2],sharex=ax[0]) )
+  
+  #ax = ax[0]
+  normalization = np.nanmax( p1 )
+  to_save = []
+  for ishot,(s1,s2,a) in enumerate(zip(p1,p2,Abs)):
+    s1_norm = s1/normalization
+    s2_norm = s2/normalization
+    ax[0].axhline(ishot*shifty,ls='--',color="0.9")
+    ax[1].axhline(ishot*shifty,ls='--',color=color_ss)
+    if showAv:
+      ax[1].plot(E,np.nanmedian(Abs,0)+ishot*shifty,color=color_av_all,lw=1,zorder=10,alpha=0.8)
+    ax[0].plot(E,s1_norm+ishot*shifty,ls = '-' ,color='0.8',lw=2)
+    ax[0].plot(E,s2_norm+ishot*shifty,ls = '-' ,color='0.3',lw=2)
+    ax[1].plot(E,a+ishot*shifty,color=color_ss,lw=2)
+    #ax[1].plot(ref.E,ref.data+ishot*shifty,color=color_av_all,lw=2,zorder=100)
+    to_save.append(s1_norm)
+    to_save.append(s2_norm)
+    to_save.append(a)
+  ax[0].set_title("Run %s"%str(run))
+  ax[1].set_ylabel("Sample Absorption")
+  ax[0].set_ylabel("Normalized Spectra")
+
+  ax[2].plot(E,xppl37_spectra.smoothSpectra(E,Abs[-1],res=smoothWidth)[0],color=color_ss,label="1 shot LCLS")
+  ax[2].plot(E,xppl37_spectra.smoothSpectra(E,np.nanmedian(Abs,axis=0),res=smoothWidth)[0],color=color_av_all,label="5 shots LCLS")
+  ref = get_1b()
+  ax[2].plot(ref.E,ref.data-0.05,color=nice_colors[-2],label="1 shot ESRF")
+  ref = get_ref()
+  ax[2].plot(ref.E,ref.data-0.05,color=nice_colors[-1],label="ref ESRF")
+  ax[2].legend()
+
+  ref = get_1b()
+  rr = mc.interpolate(ref.E,ref.data,E)
+  to_save.insert(0,rr)
+  ref = get_ref()
+  rr = mc.interpolate(ref.E,ref.data,E)
+  to_save.insert(1,rr)
+  to_save.insert(2,xppl37_spectra.smoothSpectra(E,np.nanmedian(Abs,axis=0),res=smoothWidth)[0])
+ 
+  to_save = np.vstack(to_save)
+  info = "# threshold=%.2f; smoothWidth=%.2f eV" %(threshold,smoothWidth)
+  info += "\n#E esrf_1b esrf_ref abs_average_over_shots nshots x (spectro1 spectro2 abs)"
+  trx.utils.saveTxt("../data/fig_fe_xas_spectra_run%04d.txt"%run,E,to_save,info=info)
+  ax[0].set_xlabel("Energy (keV)")
+  ax[1].set_xlabel("Energy (keV)")
+  ax[2].set_xlabel("Energy (keV)")
+  ax[0].grid(axis='x',color="0.7",lw=0.5)
+  ax[1].grid(axis='x',color="0.7",lw=0.5)
+  ax[0].set_xlim(7070,7180)
+  ax[1].set_xlim(7070,7180)
+  ax[2].set_xlim(7090,7180)
+  ax[0].set_yticks( () )
+  ax[1].set_yticks( () )
+  ax[2].set_yticks( () )
+  ax[0].set_ylim(-0.1,len(Abs)+0.2)
+  ax[1].set_ylim(-0.1,len(Abs)+0.2)
+  ax[2].set_ylim(0,0.7)
+  ax[2].grid(color="0.7",lw=0.5)
+  plt.tight_layout()
+  
+  plt.savefig("fig_fe_xas.png",transparent=True,dpi=300) 
+  plt.savefig("fig_fe_xas.pdf",transparent=True)
+  
+
+#if __name__ == "__main__": fig_fe_xas()
+ 
diff --git a/figures/figures_v1/fig4_Fe_EXAS/fig_fe_exas.pdf b/figures/figures_v1/fig4_Fe_EXAS/fig_fe_exas.pdf
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diff --git a/figures/figures_v1/fig4_Fe_EXAS/fig_fe_exas.py b/figures/figures_v1/fig4_Fe_EXAS/fig_fe_exas.py
new file mode 100644
index 0000000..094d805
--- /dev/null
+++ b/figures/figures_v1/fig4_Fe_EXAS/fig_fe_exas.py
@@ -0,0 +1,151 @@
+import sys
+sys.path.insert(0,"../../../")
+import collections
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib import gridspec
+
+import dispersiveXanes_utils as utils
+import xppl37_spectra
+import xanes_analyzeRun
+import mcutils as mc
+import trx
+import datastorage as ds
+
+
+nice_colors = ["#1b9e77", "#d95f02", "#7570b3"]
+nice_colors = "#1f78b4 #a6cee3 #b2df8a #33a02c".split()
+gradual_colors = ['#014636', '#016c59', '#02818a', '#3690c0', '#67a9cf', '#a6bddb', '#d0d1e6']#, '#ece2f0']
+gradual_colors="#fec44f #fe9929 #ec7014 #cc4c02 #8c2d04".split()
+
+def get_data(runs=(155,156),threshold=0.02,force=False):
+  run_hash = "_".join(map(str,runs))
+  fname = "../data/fig_fe_xas_runs_%s.h5" % run_hash
+  if not os.path.isfile(fname) or force:
+    E,p1,p2,Abs=xppl37_spectra.calcAbsForRun(runs,merge_calibs=True,threshold=threshold)
+    temp = ds.DataStorage( E=E,p1=p1,p2=p2,Abs=Abs)
+    temp.info="Abs calculated with threshold = %.3f" % threshold
+    temp.save(fname)
+  data = ds.read(fname)
+  # nan is saved as -1 for masked arrays
+  for k in data.keys():
+    try:
+      data[k][data[k]==-1] =np.nan
+    except TypeError:
+      pass
+  # for runs 155,156 the vernier stopped working after shots ~ 2000
+  if runs == (155,156):
+    data.p1=data.p1[:2000]
+    data.p2=data.p2[:2000]
+    data.Abs=data.Abs[:2000]
+  return data
+
+
+def get_ref():
+  E,data=np.loadtxt("../data/Fe_ref.txt",unpack=True)
+  return ds.DataStorage(E=E*1e3,data=data/2.05+0.07)
+
+def get_1b():
+  E,data=np.loadtxt("../data/Fe_1bunch.txt",unpack=True)
+  return ds.DataStorage(E=E*1e3,data=data/2.05+0.07)
+
+def fig_fe_exas(run=(155,156),first=7,period=70,nSpectra=5,force=False,threshold=0.1,smoothWidth=1.0,i0_filter=0.1):
+  ref = get_ref()
+  color_ss = '#08519c'
+  color_av = '#238b45'
+  color_av_all = '#d95f0e'
+  shifty = 1
+  data = get_data(run,force=force)
+  E = data.E;p1=data.p1;p2=data.p2;Abs=data.Abs
+  E = (E-7100)*1.938+7133
+  p1_sum = p1.sum(-1)
+  if i0_filter is not None:
+    m = np.percentile(p1_sum,i0_filter*100)
+    idx = p1_sum>m
+    p1=p1[idx]
+    p2=p2[idx]
+    Abs=Abs[idx]
+    print(idx.sum(),idx.shape[0])
+  p1_av  = np.nanmean(p1,axis=0)
+  p2_av  = np.nanmean(p2,axis=0)
+  shots = slice(first,None,period)
+
+
+  p1 = p1[shots]; p2=p2[shots]; Abs = Abs[shots]
+  if smoothWidth > 0:
+    Abs = xppl37_spectra.smoothSpectra(E,Abs,res=smoothWidth)
+
+  figure = plt.figure(figsize = [8,5])
+  gs = gridspec.GridSpec(1, 3, width_ratios=[1, 1, 1.5],wspace=0.15,right=0.97,left=0.05)
+  ax = []
+  ax.append( plt.subplot(gs[0]) )
+  ax.append( plt.subplot(gs[1],sharex=ax[0],sharey=ax[0]) )
+  ax.append( plt.subplot(gs[2],sharex=ax[0]) )
+
+  #fig,ax = plt.subplots(1,3,sharex=True,sharey=True,squeeze=False,figsize=[6,8])
+  #ax = ax[0]
+  normalization = np.nanmax( p1[:nSpectra] )
+  to_save = []
+  ref = get_ref()
+  for ishot,(s1,s2,a) in enumerate(zip(p1[:nSpectra],p2[:nSpectra],Abs[:nSpectra])):
+    s1_norm = s1/normalization
+    s2_norm = s2/normalization
+    ax[0].axhline(ishot*shifty,ls='--',color="0.9")
+    ax[1].axhline(ishot*shifty,ls='--',color=color_ss)
+    ax[1].plot(E,np.nanmedian(Abs[:nSpectra],0)+ishot*shifty,color=color_av_all,lw=2,zorder=10,alpha=0.8)
+    ax[0].plot(E,s1_norm+ishot*shifty,ls = '-' ,color='0.8',lw=2)
+    ax[0].plot(E,s2_norm+ishot*shifty,ls = '-' ,color='0.3',lw=2)
+    ax[1].plot(E,a+ishot*shifty,color=color_ss,lw=2)
+    to_save.append(s1_norm)
+    to_save.append(s2_norm)
+    to_save.append(a)
+  ax[1].plot(ref.E,ref.data+ishot*shifty,color=nice_colors[-2],lw=2,zorder=100)
+  nmax = int(np.floor(np.log(len(Abs))/np.log(2)))+1
+  print(nmax)
+  n = 2**np.arange(nmax)
+  for i,ni in enumerate(n):
+    ax[2].plot(E,np.nanmedian(Abs[:ni],axis=0)+(len(n)-i)*0.2,color=gradual_colors[i],label = "%d shots"%ni)
+    to_save.insert(i,np.nanmedian(Abs[:ni],axis=0))
+  ax[2].plot(ref.E,ref.data,color=nice_colors[-2],lw=2,zorder=100,label="ref ESRF")
+  ax[2].legend()
+  ax[0].set_title("Run %s"%str(run))
+  ax[1].set_ylabel("Sample Absorption")
+  ax[2].set_ylabel("Sample Absorption")
+  ax[0].set_ylabel("Normalized Spectra")
+  to_save.insert(i+1,np.nanmedian(Abs[:nSpectra],axis=0))
+
+  ref = get_1b()
+  rr = mc.interpolate(ref.E,ref.data,E)
+  to_save.insert(0,rr)
+  ref = get_ref()
+  rr = mc.interpolate(ref.E,ref.data,E)
+  to_save.insert(1,rr)
+
+  to_save = np.vstack(to_save)
+  info = "# threshold=%.2f; smoothWidth=%.2f eV" %(threshold,smoothWidth)
+  info += "\n#E esrf_1b esrf_ref "+" ".join(["av_%d_shots"%ni for ni in n]) +" av_%d_shots " % nSpectra + "+ nshots x (spectro1 spectro2 abs)"
+  run_hash = "_".join(map(str,run))
+  trx.utils.saveTxt("../data/fig_fe_exas_spectra_runs_%s.txt"%run_hash,E,to_save,info=info)
+  ax[0].set_xlabel("Energy (keV)")
+  ax[1].set_xlabel("Energy (keV)")
+  ax[2].set_xlabel("Energy (keV)")
+  ax[0].grid(axis='x',color="0.7",lw=0.5)
+  ax[1].grid(axis='x',color="0.7",lw=0.5)
+  ax[2].grid(color="0.7",lw=0.5)
+  ax[0].set_xlim(7060,7300)
+  ax[0].set_yticks( () )
+  ax[1].set_yticks( () )
+  ax[2].set_yticks( () )
+  ax[0].set_ylim(-0.1,nSpectra+0.2)
+  ax[1].set_ylim(-0.1,nSpectra+0.2)
+  ax[2].set_ylim(-0.1,1.7)
+  #ax[2].grid(color="0.7",lw=0.5)
+  #plt.tight_layout()
+  
+  plt.savefig("fig_fe_exas.png",transparent=True,dpi=300) 
+  plt.savefig("fig_fe_exas.pdf",transparent=True)
+  
+
+#if __name__ == "__main__": fig_fe_xas()
+ 
diff --git a/figures/figures_v1/fig5_focusing/fig_focusing.pdf b/figures/figures_v1/fig5_focusing/fig_focusing.pdf
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diff --git a/figures/figures_v1/fig5_focusing/fig_focusing.py b/figures/figures_v1/fig5_focusing/fig_focusing.py
new file mode 100644
index 0000000..80cbb16
--- /dev/null
+++ b/figures/figures_v1/fig5_focusing/fig_focusing.py
@@ -0,0 +1,136 @@
+import sys
+sys.path.insert(0,"../../../")
+import collections
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib import gridspec
+
+import dispersiveXanes_utils as utils
+import xppl37_spectra
+import xanes_analyzeRun
+import mcutils as mc
+import trx
+import datastorage as ds
+
+
+nice_colors = ["#1b9e77", "#d95f02", "#7570b3"]
+nice_colors = "#1f78b4 #a6cee3 #b2df8a #33a02c".split()
+gradual_colors = ['#014636', '#016c59', '#02818a', '#3690c0', '#67a9cf', '#a6bddb', '#d0d1e6']#, '#ece2f0']
+
+def get_data(run=127,threshold=0.05,force=False):
+  fname = "../data/fig_focusing_run%04d.h5" % run
+  if not os.path.isfile(fname) or force:
+    # this functions splits the run based on FOM 
+    data=xppl37_spectra.calcSpectraForRun(run)
+    E = data.run.E
+    ref    = ds.DataStorage(E=E, p1=data.p1[0],p2=data.p2[0] )
+    sample = ds.DataStorage(E=E, p1=data.p1[1],p2=data.p2[1] )
+
+    _,_,Abs = xppl37_spectra.calcAbs(ref,ref,threshold=threshold)
+    ref.Abs = Abs
+
+    _,_,Abs = xppl37_spectra.calcAbs(ref,sample,threshold=threshold)
+    sample.Abs = Abs
+
+    temp = ds.DataStorage( ref=ref,sample=sample)
+    temp.info="Abs calculated with threshold = %.3f" % threshold
+    temp.save(fname)
+  data = ds.read(fname)
+  ref = data.ref
+  sample = data.sample
+  _,_,Abs = xppl37_spectra.calcAbs(ref,ref,threshold=threshold)
+  ref.Abs = Abs
+  _,_,Abs = xppl37_spectra.calcAbs(ref,sample,threshold=threshold)
+  sample.Abs = Abs
+  data = ds.DataStorage( ref=ref,sample=sample)
+  data["threshold"]=threshold
+  return data
+
+
+def get_ref():
+  E,data=np.loadtxt("../data/Fe_ref.txt",unpack=True)
+  return ds.DataStorage(E=E*1e3,data=data/2.05+0.07)
+
+def get_1b():
+  E,data=np.loadtxt("../data/Fe_1bunch.txt",unpack=True)
+  return ds.DataStorage(E=E*1e3,data=data/2.05+0.07)
+
+def fig_focusing(run=127,force=False,threshold=0.05,smoothWidth=0.3,i0_monitor=0.1):
+  ref = get_ref()
+  color_ss = '#08519c'
+  color_av = '#238b45'
+  color_av_all = '#d95f0e'
+  shifty = 1
+  data = get_data(run,force=force,threshold=threshold)
+  E = data.ref.E
+  shots = range(30,35)
+  figure = plt.figure(figsize = [7,5])
+  gs = gridspec.GridSpec(1, 2, width_ratios=[1, 1],)
+  ax = []
+  ax.append( plt.subplot(gs[0]) )
+  ax.append( plt.subplot(gs[1],sharex=ax[0],sharey=ax[0]) )
+# ax.append( plt.subplot(gs[2],sharex=ax[0]) )
+
+  if i0_monitor is not None:
+    i0_ref = np.nanmean(data.ref.p1,axis=1)
+    idx    = i0_ref>np.percentile(i0_ref,i0_monitor)
+    data.ref.Abs = data.ref.Abs[idx]
+
+    i0_ref = np.nanmean(data.sample.p1,axis=1)
+    idx    = i0_ref>np.percentile(i0_ref,i0_monitor) 
+    data.sample.Abs = data.sample.Abs[idx]
+
+  ref = data.ref.Abs[shots]
+  sam = data.sample.Abs[shots]
+  if smoothWidth > 0:
+    ref = xppl37_spectra.smoothSpectra(E,ref,res=smoothWidth) 
+    sam = xppl37_spectra.smoothSpectra(E,sam,res=smoothWidth) 
+  idx = E>7150
+  sam[:,idx]=np.nan
+  ref[:,idx]=np.nan
+  av_ref = np.nanmedian(ref,0)
+  av_sam = np.nanmedian(sam,0)
+  for ishot,shot in enumerate(shots):
+    ax[0].axhline(ishot*shifty,ls='--',color="0.9")
+    ax[1].axhline(ishot*shifty,ls='--',color="0.9")
+    ax[0].plot(E,av_ref+ishot*shifty,color=color_av_all,lw=1,zorder=10)
+    ax[1].plot(E,av_sam+ishot*shifty,color=color_av_all,lw=1,zorder=10)
+    ax[0].plot(E,ref[ishot]+ishot*shifty,ls = '-' ,color=color_ss,lw=2)
+    ax[0].text(7125,ishot+0.2,"σ = %.2f"%np.nanstd(ref[ishot]))
+    ax[1].plot(E,sam[ishot]+ishot*shifty,ls = '-' ,color=color_ss,lw=2)
+    #to_save.append(s1_norm)
+    #to_save.append(s2_norm)
+    #to_save.append(a)
+  ax[0].set_title("Run %s"%str(run))
+  ax[0].set_ylabel("No sample Absorption")
+  ax[1].set_ylabel("Sample Absorption")
+
+  ax[0].set_xlabel("Energy (keV)")
+  ax[1].set_xlabel("Energy (keV)")
+  ax[0].grid(axis='x',color="0.7",lw=0.5)
+  ax[1].grid(axis='x',color="0.7",lw=0.5)
+  ax[0].set_xlim(7080,7150)
+  ax[0].set_yticks( () )
+  ax[1].set_yticks( () )
+  ax[0].set_ylim(-0.3,len(ref)+0.2)
+  plt.tight_layout()
+  
+  plt.savefig("fig_focusing.png",transparent=True,dpi=300) 
+  plt.savefig("fig_focusing.pdf",transparent=True)
+
+  to_save = np.vstack( (E,np.nanmedian(ref,0),ref) )
+  info = "# threshold=%.2f; smoothWidth=%.2f eV" %(threshold,smoothWidth)
+  info += "\n#E abs_average_over_shots shots ..."
+  trx.utils.saveTxt("../data/fig_focusing_run%04d_ref.txt"%run,E,to_save,info=info)
+
+  to_save = np.vstack( (E,np.nanmedian(sam,0),sam) )
+  info = "# threshold=%.2f; smoothWidth=%.2f eV" %(threshold,smoothWidth)
+  info += "\n#E abs_average_over_shots shots ..."
+  trx.utils.saveTxt("../data/fig_focusing_run%04d_sam.txt"%run,E,to_save,info=info)
+
+
+  
+
+#if __name__ == "__main__": fig_fe_xas()
+