In [5]:
%pylab inline
import warnings
import numpy as np
import matplotlib.pyplot as plt
import rayopt as ro
warnings.simplefilter("ignore", FutureWarning)
np.seterr(divide="ignore", invalid="ignore")
np.set_printoptions(precision=4)
description = "US 7,508,592 Example 2 (AF-S Nikkor 24-70mm f/2.8G ED) - at 24mm"
columns = "type distance roc diameter material"
# number of surfaces = 28
lensdata = """
O 0.0 0.0 84.032 AIR
S 20 125.62 64.64 1.744429/49.5
S 3.2 26.88 49.22 AIR
S 14.95 -140 49.22 1.618/63.3
S 2.2 164.53 50.92 AIR
S 0.2 53.97 50.72 1.84666/23.8
S 4 75.6 50.72 AIR
S 47.46 59.74 38.98 1.55389/38.1
S 0.1 62.41 38.98 1.772499/49.6
S 5 -762.32 38.98 AIR
S 6 113.72 40.3 1.761821/26.5
S 1.5 30.03 39.66 1.49782/82.6
S 8.3 -315.2 39.66 AIR
S 7.35 60.55 42.4 1.882997/40.8
S 4.84 -474.6 42.4 AIR
A 1.35 0 19.566 AIR
S 1.65 -1292.82 27.64 1.84666/23.8
S 3.05 -36.86 27.64 1.729157/54.7
S 1.15 54.86 23.3 AIR
S 3.3 -39.1 23.3 1.729157/54.7
S 1.15 -139.4 26.6 AIR
S 16.24 285.08 30.18 1.805181/25.4
S 1.2 46.73 30.18 1.49782/82.6
S 7.11 -32.76 30.18 AIR
S 0.2 508.57 33.8 1.51633/64.1
S 2.8 -127.81 33.8 AIR
S 1.4 39.24 35.76 1.49782/82.6
S 5.05 599.11 35.76 1.805181/25.4
S 1.4 74.82 35.76 AIR
I 0 0 43.2 AIR
"""
s = ro.system_from_text(lensdata, columns.split(),
    description=description)
s.fields = 0, .7, 1.
s.object.angle = np.deg2rad(41.100000)
s[2].conic = -1.1438
s[2].aspherics = [0, 3.8749e-06, -2.261e-10, 6.0954e-12, -8.9785e-15, 6.529e-18, 0]
s[7].conic = -1.4588
s[7].aspherics = [0, -2.4347e-07, -1.2907e-10, 1.7953e-12, -1.973e-15, 0, 0]
s[25].conic = 12.3795
s[25].aspherics = [0, 3.3574e-06, 3.1407e-09, -8.1398e-12, 1.4058e-14, 0, 0]
s.update()
print(s)
ro.Analysis(s)
Populating the interactive namespace from numpy and matplotlib
System: US 7,508,592 Example 2 (AF-S Nikkor 24-70mm f/2.8G ED) - at 24mm
Scale: 1.0 mm
Wavelengths: 588, 656, 486 nm
Fields: 0, 0.7, 1
Object:
 Semi-Angle: 41.1 deg
 Pupil:
   Pupil Distance: 52.7462
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 4.32027
Image:
 Radius: 21.6
 Update Radius: True
 Pupil:
   Pupil Distance: -74.6733
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 20.3036
Stop: 15
Elements:
 # T   Distance   Rad Curv   Diameter          Material       n      nd      Vd
 0 S          0        inf     84.032         basic/air   1.000   1.000   89.30
 1 S         20      125.6      64.64                 -   1.744   1.744   49.50
 2 S        3.2      26.88      49.22         basic/air   1.000   1.000   89.30
 3 S      14.95       -140      49.22                 -   1.618   1.618   63.30
 4 S        2.2      164.5      50.92         basic/air   1.000   1.000   89.30
 5 S        0.2      53.97      50.72                 -   1.847   1.847   23.80
 6 S          4       75.6      50.72         basic/air   1.000   1.000   89.30
 7 S      47.46      59.74      38.98                 -   1.554   1.554   38.10
 8 S        0.1      62.41      38.98                 -   1.772   1.772   49.60
 9 S          5     -762.3      38.98         basic/air   1.000   1.000   89.30
10 S          6      113.7       40.3                 -   1.762   1.762   26.50
11 S        1.5      30.03      39.66                 -   1.498   1.498   82.60
12 S        8.3     -315.2      39.66         basic/air   1.000   1.000   89.30
13 S       7.35      60.55       42.4                 -   1.883   1.883   40.80
14 S       4.84     -474.6       42.4         basic/air   1.000   1.000   89.30
15 S       1.35        inf     19.566         basic/air   1.000   1.000   89.30
16 S       1.65      -1293      27.64                 -   1.847   1.847   23.80
17 S       3.05     -36.86      27.64                 -   1.729   1.729   54.70
18 S       1.15      54.86       23.3         basic/air   1.000   1.000   89.30
19 S        3.3      -39.1       23.3                 -   1.729   1.729   54.70
20 S       1.15     -139.4       26.6         basic/air   1.000   1.000   89.30
21 S      16.24      285.1      30.18                 -   1.805   1.805   25.40
22 S        1.2      46.73      30.18                 -   1.498   1.498   82.60
23 S       7.11     -32.76      30.18         basic/air   1.000   1.000   89.30
24 S        0.2      508.6       33.8                 -   1.516   1.516   64.10
25 S        2.8     -127.8       33.8         basic/air   1.000   1.000   89.30
26 S        1.4      39.24      35.76                 -   1.498   1.498   82.60
27 S       5.05      599.1      35.76                 -   1.805   1.805   25.40
28 S        1.4      74.82      35.76         basic/air   1.000   1.000   89.30
29 S          0        inf       43.2         basic/air   1.000   1.000   89.30

c:\software\python37\lib\site-packages\rayopt\analysis.py:316: UserWarning: No contour levels were found within the data range.
  axo.contour(x, y, o, v, cmap=plt.cm.RdBu_r)
System: US 7,508,592 Example 2 (AF-S Nikkor 24-70mm f/2.8G ED) - at 24mm
Scale: 1.0 mm
Wavelengths: 588, 656, 486 nm
Fields: 0, 0.7, 1
Object:
 Semi-Angle: 41.1 deg
 Pupil:
   Pupil Distance: 52.7462
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 4.32027
Image:
 Radius: 21.6
 Update Radius: True
 Pupil:
   Pupil Distance: -74.6733
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 20.3036
Stop: 15
Elements:
 # T   Distance   Rad Curv   Diameter          Material       n      nd      Vd
 0 S          0        inf     84.032         basic/air   1.000   1.000   89.30
 1 S         20      125.6      64.64                 -   1.744   1.744   49.50
 2 S        3.2      26.88      49.22         basic/air   1.000   1.000   89.30
 3 S      14.95       -140      49.22                 -   1.618   1.618   63.30
 4 S        2.2      164.5      50.92         basic/air   1.000   1.000   89.30
 5 S        0.2      53.97      50.72                 -   1.847   1.847   23.80
 6 S          4       75.6      50.72         basic/air   1.000   1.000   89.30
 7 S      47.46      59.74      38.98                 -   1.554   1.554   38.10
 8 S        0.1      62.41      38.98                 -   1.772   1.772   49.60
 9 S          5     -762.3      38.98         basic/air   1.000   1.000   89.30
10 S          6      113.7       40.3                 -   1.762   1.762   26.50
11 S        1.5      30.03      39.66                 -   1.498   1.498   82.60
12 S        8.3     -315.2      39.66         basic/air   1.000   1.000   89.30
13 S       7.35      60.55       42.4                 -   1.883   1.883   40.80
14 S       4.84     -474.6       42.4         basic/air   1.000   1.000   89.30
15 S       1.35        inf     19.566         basic/air   1.000   1.000   89.30
16 S       1.65      -1293      27.64                 -   1.847   1.847   23.80
17 S       3.05     -36.86      27.64                 -   1.729   1.729   54.70
18 S       1.15      54.86       23.3         basic/air   1.000   1.000   89.30
19 S        3.3      -39.1       23.3                 -   1.729   1.729   54.70
20 S       1.15     -139.4       26.6         basic/air   1.000   1.000   89.30
21 S      16.24      285.1      30.18                 -   1.805   1.805   25.40
22 S        1.2      46.73      30.18                 -   1.498   1.498   82.60
23 S       7.11     -32.76      30.18         basic/air   1.000   1.000   89.30
24 S        0.2      508.6       33.8                 -   1.516   1.516   64.10
25 S        2.8     -127.8       33.8         basic/air   1.000   1.000   89.30
26 S        1.4      39.24      35.76                 -   1.498   1.498   82.60
27 S       5.05      599.1      35.76                 -   1.805   1.805   25.40
28 S        1.4      74.82      35.76         basic/air   1.000   1.000   89.30
29 S     41.937        inf       43.2         basic/air   1.000   1.000   89.30

lagrange: -4.4492
track length: 152.15
object, image height: [54.3055 16.359 ]
front, back focal length (from PP): [-24.8176  24.8176]
entry, exit pupil height: [ 4.3203 20.3036]
entry, exit pupil distance: [ 32.7462 -74.6733]
front, back focal distance: [27.4578 41.9481]
front, back principal distance: [52.2754 17.1305]
front, back nodal distance: [52.2754 17.1305]
front, back numerical aperture: [0.     0.1715]
front, back f number: [2.8722 0.6112]
front, back working f number: [   inf 2.9154]
front, back airy radius: [   inf 0.0021]
transverse, angular magnification: [-0.      0.2128]

 # T      path         n   axial y  axial nu   chief y  chief nu
 0 S         0         1      4.32         0    -54.31      1.03
 1 S        20     1.744      4.32  -0.02559    -33.71      1.23
 2 S      23.2         1     4.273   0.09271    -31.46    0.3587
 3 S     38.15     1.618     5.659    0.1177     -26.1    0.2435
 4 S     40.35         1     5.819    0.1395    -25.77    0.1468
 5 S     40.55     1.847     5.847   0.04783    -25.74    0.5504
 6 S     44.55         1      5.95    0.1145    -24.55    0.2756
 7 S     92.01     1.554     11.38  0.008985    -11.47    0.3819
 8 S     92.11     1.772     11.38  -0.03088    -11.45     0.422
 9 S     97.11         1     11.29  -0.04232    -10.25    0.4324
10 S     103.1     1.762     11.04   -0.1163    -7.661    0.4837
11 S     104.6     1.498     10.94  -0.02007     -7.25    0.4199
12 S     112.9         1     10.83  -0.03716    -4.923    0.4277
13 S     120.3     1.883     10.56   -0.1911     -1.78    0.4536
14 S     125.1         1     10.07   -0.2098   -0.6138    0.4548
15 S     126.4         1     9.783   -0.2098-1.813e-14    0.4548
16 S     128.1     1.847     9.437   -0.2036    0.7502    0.4553
17 S     131.2     1.729     9.101   -0.2326     1.502    0.4505
18 S     132.3         1     8.946   -0.1138     1.802    0.4744
19 S     135.6     1.729     8.571     0.046     3.367    0.5372
20 S     136.8         1     8.601  0.001026     3.724    0.5177
21 S       153     1.805     8.618  -0.02331     12.13    0.4835
22 S     154.2     1.498     8.602   0.03328     12.45    0.5654
23 S     161.3         1      8.76  -0.09977     15.13    0.3355
24 S     161.5     1.516      8.74   -0.1086      15.2    0.3201
25 S     164.3         1      8.54   -0.1431     15.79    0.2563
26 S     165.7     1.498     8.339   -0.2489     16.15   0.05152
27 S     170.8     1.805       7.5   -0.2527     16.33   0.04315
28 S     172.2         1     7.304   -0.1741     16.36    0.2191
29 S     172.2         1     7.304   -0.1741     16.36    0.2191

 # T       SA3      CMA3      AST3      PTZ3      DIS3     TACHC      TCHC
 0 S         0         0         0         0         0         0         0
 1 S-7.905e-05  -0.00175  -0.03872   -0.1235    -3.592 -0.004711   -0.1043
 2 S   0.03759  -0.06862   -0.1661    0.5774     1.526   0.03409     -0.11
 3 S -0.001356  -0.01414   -0.1475   0.09921   -0.5034  -0.00656   -0.0684
 4 S   0.03093 -0.001749 9.897e-05   0.08442 -0.004781   0.02257 -0.001277
 5 S  -0.08285    0.1104   -0.1471    -0.309    0.6075   -0.1026    0.1368
 6 S   0.04097  -0.01043  0.002655    0.2206  -0.05682   0.08141  -0.02072
 7 S  -0.06533   -0.2103    0.1363    -0.217   -0.2175   -0.1194   -0.0327
 8 S  -0.02424 -0.008034 -0.002663  -0.04628  -0.01623  0.006961  0.002308
 9 S -0.002201   0.01718    -0.134  -0.02079     1.208  -0.02084    0.1626
10 S 0.0002952  0.001967    0.0131   -0.1383   -0.8339  -0.03628   -0.2417
11 S    0.1585   0.01759  0.001952    0.1212   0.01367      0.26   0.02885
12 S -0.002873    0.0178   -0.1103  -0.03834    0.9215  -0.01145   0.07098
13 S -0.006122  -0.01777  -0.05156   -0.2817   -0.9671  -0.06121   -0.1776
14 S   -0.1538    0.3037   -0.5997  -0.03594     1.255  -0.09824     0.194
15 S         0         0         0         0         0        -0         0
16 S    0.1226   -0.2566    0.5368    0.0129     -1.15    0.1451   -0.3036
17 S   -0.1317   0.07587  -0.04372  -0.03633   0.04612    -0.255    0.1469
18 S -0.001438  -0.01478    -0.152    0.2795     1.312   0.01251    0.1286
19 S    0.2256    -0.263    0.3067    0.3922   -0.8149   0.08087  -0.09429
20 S-0.0008363  0.006766  -0.05474     -0.11     1.333  -0.01479    0.1197
21 S-0.0001266 -0.002269  -0.04067   -0.0569    -1.749  -0.01739   -0.3117
22 S    0.0332    0.1036    0.3234   0.08853     1.286    0.1323    0.4129
23 S   -0.2488  -0.08578  -0.02957   -0.3689   -0.1374  -0.04756   -0.0164
24 S  0.005749  -0.02544    0.1126  -0.02435   -0.3904   0.01409  -0.06235
25 S   0.03931    0.2372    0.3347  -0.09688    0.7459    -0.035   0.02212
26 S  0.002376   0.02285    0.2197    -0.308   -0.8487 -0.008563  -0.08236
27 S   0.02437 -0.009779  0.003924 -0.006905  0.001196    0.0859  -0.03447
28 S -0.007578   0.04338   -0.2484    0.2168    0.1807  -0.03606    0.2065
29 S         0        -0         0         0         0        -0         0
     -0.007918  -0.03204    0.0252   -0.1262   -0.8462  5.75e-05  -0.02963

Out[5]:
<rayopt.analysis.Analysis at 0x14eb2e2ec88>
In [6]:
description = "US 7,508,592 Example 2 (AF-S Nikkor 24-70mm f/2.8G ED) - at 67mm"
columns = "type distance roc diameter material"
# number of surfaces = 28
lensdata = """
O 0.0 0.0 84.032 AIR
S 20 125.62 64.64 1.744429/49.5
S 3.2 26.88 49.22 AIR
S 14.95 -140 49.22 1.618/63.3
S 2.2 164.53 50.92 AIR
S 0.2 53.97 50.72 1.84666/23.8
S 4 75.6 50.72 AIR
S 1.87 59.74 38.98 1.55389/38.1
S 0.1 62.41 38.98 1.772499/49.6
S 5 -762.32 38.98 AIR
S 6 113.72 40.3 1.761821/26.5
S 1.5 30.03 39.66 1.49782/82.6
S 8.3 -315.2 39.66 AIR
S 7.35 60.55 42.4 1.882997/40.8
S 4.84 -474.6 42.4 AIR
A 26.58 0 25.624 AIR
S 1.65 -1292.82 27.64 1.84666/23.8
S 3.05 -36.86 27.64 1.729157/54.7
S 1.15 54.86 23.3 AIR
S 3.3 -39.1 23.3 1.729157/54.7
S 1.15 -139.4 26.6 AIR
S 1.6 285.08 30.18 1.805181/25.4
S 1.2 46.73 30.18 1.49782/82.6
S 7.11 -32.76 30.18 AIR
S 0.2 508.57 33.8 1.51633/64.1
S 2.8 -127.81 33.8 AIR
S 23.79 39.24 35.76 1.49782/82.6
S 5.05 599.11 35.76 1.805181/25.4
S 1.4 74.82 35.76 AIR
I 0 0 43.2 AIR
"""
s = ro.system_from_text(lensdata, columns.split(),
    description=description)
s.fields = 0, .7, 1.
s.object.angle = np.deg2rad(17.700000)
s[2].conic = -1.1438
s[2].aspherics = [0, 3.8749e-06, -2.261e-10, 6.0954e-12, -8.9785e-15, 6.529e-18, 0]
s[7].conic = -1.4588
s[7].aspherics = [0, -2.4347e-07, -1.2907e-10, 1.7953e-12, -1.973e-15, 0, 0]
s[25].conic = 12.3795
s[25].aspherics = [0, 3.3574e-06, 3.1407e-09, -8.1398e-12, 1.4058e-14, 0, 0]
s.update()
print(s)
ro.Analysis(s)
System: US 7,508,592 Example 2 (AF-S Nikkor 24-70mm f/2.8G ED) - at 67mm
Scale: 1.0 mm
Wavelengths: 588, 656, 486 nm
Fields: 0, 0.7, 1
Object:
 Semi-Angle: 17.7 deg
 Pupil:
   Pupil Distance: 63.4517
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 12.0868
Image:
 Radius: 21.6
 Update Radius: True
 Pupil:
   Pupil Distance: -52.0027
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 16.7684
Stop: 15
Elements:
 # T   Distance   Rad Curv   Diameter          Material       n      nd      Vd
 0 S          0        inf     84.032         basic/air   1.000   1.000   89.30
 1 S         20      125.6      64.64                 -   1.744   1.744   49.50
 2 S        3.2      26.88      49.22         basic/air   1.000   1.000   89.30
 3 S      14.95       -140      49.22                 -   1.618   1.618   63.30
 4 S        2.2      164.5      50.92         basic/air   1.000   1.000   89.30
 5 S        0.2      53.97      50.72                 -   1.847   1.847   23.80
 6 S          4       75.6      50.72         basic/air   1.000   1.000   89.30
 7 S       1.87      59.74      38.98                 -   1.554   1.554   38.10
 8 S        0.1      62.41      38.98                 -   1.772   1.772   49.60
 9 S          5     -762.3      38.98         basic/air   1.000   1.000   89.30
10 S          6      113.7       40.3                 -   1.762   1.762   26.50
11 S        1.5      30.03      39.66                 -   1.498   1.498   82.60
12 S        8.3     -315.2      39.66         basic/air   1.000   1.000   89.30
13 S       7.35      60.55       42.4                 -   1.883   1.883   40.80
14 S       4.84     -474.6       42.4         basic/air   1.000   1.000   89.30
15 S      26.58        inf     25.624         basic/air   1.000   1.000   89.30
16 S       1.65      -1293      27.64                 -   1.847   1.847   23.80
17 S       3.05     -36.86      27.64                 -   1.729   1.729   54.70
18 S       1.15      54.86       23.3         basic/air   1.000   1.000   89.30
19 S        3.3      -39.1       23.3                 -   1.729   1.729   54.70
20 S       1.15     -139.4       26.6         basic/air   1.000   1.000   89.30
21 S        1.6      285.1      30.18                 -   1.805   1.805   25.40
22 S        1.2      46.73      30.18                 -   1.498   1.498   82.60
23 S       7.11     -32.76      30.18         basic/air   1.000   1.000   89.30
24 S        0.2      508.6       33.8                 -   1.516   1.516   64.10
25 S        2.8     -127.8       33.8         basic/air   1.000   1.000   89.30
26 S      23.79      39.24      35.76                 -   1.498   1.498   82.60
27 S       5.05      599.1      35.76                 -   1.805   1.805   25.40
28 S        1.4      74.82      35.76         basic/air   1.000   1.000   89.30
29 S          0        inf       43.2         basic/air   1.000   1.000   89.30

System: US 7,508,592 Example 2 (AF-S Nikkor 24-70mm f/2.8G ED) - at 67mm
Scale: 1.0 mm
Wavelengths: 588, 656, 486 nm
Fields: 0, 0.7, 1
Object:
 Semi-Angle: 17.7 deg
 Pupil:
   Pupil Distance: 63.4517
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 12.0868
Image:
 Radius: 21.6
 Update Radius: True
 Pupil:
   Pupil Distance: -52.0027
   Refractive Index: 1.00028
   Update Radius: True
   Radius: 16.7684
Stop: 15
Elements:
 # T   Distance   Rad Curv   Diameter          Material       n      nd      Vd
 0 S          0        inf     84.032         basic/air   1.000   1.000   89.30
 1 S         20      125.6      64.64                 -   1.744   1.744   49.50
 2 S        3.2      26.88      49.22         basic/air   1.000   1.000   89.30
 3 S      14.95       -140      49.22                 -   1.618   1.618   63.30
 4 S        2.2      164.5      50.92         basic/air   1.000   1.000   89.30
 5 S        0.2      53.97      50.72                 -   1.847   1.847   23.80
 6 S          4       75.6      50.72         basic/air   1.000   1.000   89.30
 7 S       1.87      59.74      38.98                 -   1.554   1.554   38.10
 8 S        0.1      62.41      38.98                 -   1.772   1.772   49.60
 9 S          5     -762.3      38.98         basic/air   1.000   1.000   89.30
10 S          6      113.7       40.3                 -   1.762   1.762   26.50
11 S        1.5      30.03      39.66                 -   1.498   1.498   82.60
12 S        8.3     -315.2      39.66         basic/air   1.000   1.000   89.30
13 S       7.35      60.55       42.4                 -   1.883   1.883   40.80
14 S       4.84     -474.6       42.4         basic/air   1.000   1.000   89.30
15 S      26.58        inf     25.624         basic/air   1.000   1.000   89.30
16 S       1.65      -1293      27.64                 -   1.847   1.847   23.80
17 S       3.05     -36.86      27.64                 -   1.729   1.729   54.70
18 S       1.15      54.86       23.3         basic/air   1.000   1.000   89.30
19 S        3.3      -39.1       23.3                 -   1.729   1.729   54.70
20 S       1.15     -139.4       26.6         basic/air   1.000   1.000   89.30
21 S        1.6      285.1      30.18                 -   1.805   1.805   25.40
22 S        1.2      46.73      30.18                 -   1.498   1.498   82.60
23 S       7.11     -32.76      30.18         basic/air   1.000   1.000   89.30
24 S        0.2      508.6       33.8                 -   1.516   1.516   64.10
25 S        2.8     -127.8       33.8         basic/air   1.000   1.000   89.30
26 S      23.79      39.24      35.76                 -   1.498   1.498   82.60
27 S       5.05      599.1      35.76                 -   1.805   1.805   25.40
28 S        1.4      74.82      35.76         basic/air   1.000   1.000   89.30
29 S     42.005        inf       43.2         basic/air   1.000   1.000   89.30

lagrange: -3.927
track length: 139.54
object, image height: [20.6098 12.1752]
front, back focal length (from PP): [-67.798  67.798]
entry, exit pupil height: [12.0868 16.7684]
entry, exit pupil distance: [ 43.4517 -52.0027]
front, back focal distance: [-5.4163 42.0437]
front, back principal distance: [ 62.3817 -25.7543]
front, back nodal distance: [ 62.3817 -25.7543]
front, back numerical aperture: [0.     0.1756]
front, back f number: [2.8046 2.0216]
front, back working f number: [   inf 2.8488]
front, back airy radius: [  inf 0.002]
transverse, angular magnification: [-0.      0.7208]

 # T      path         n   axial y  axial nu   chief y  chief nu
 0 S         0         1     12.09         0    -20.61    0.3249
 1 S        20     1.744     12.09   -0.0716    -14.11    0.4085
 2 S      23.2         1     11.96    0.2594    -13.36   0.03853
 3 S     38.15     1.618     15.83    0.3292    -12.79   -0.0179
 4 S     40.35         1     16.28    0.3904    -12.81    -0.066
 5 S     40.55     1.847     16.36    0.1338    -12.83    0.1351
 6 S     44.55         1     16.65    0.3202    -12.53 -0.005175
 7 S     46.42     1.554     17.25    0.1604    -12.54    0.1111
 8 S     46.52     1.772     17.26   0.09994    -12.54     0.155
 9 S     51.52         1     17.54   0.08217     -12.1    0.1672
10 S     57.52     1.762     18.03  -0.03858     -11.1    0.2415
11 S     59.02     1.498        18    0.1196    -10.89    0.1458
12 S     67.32         1     18.66   0.09019    -10.08    0.1617
13 S     74.67     1.883     19.32   -0.1915    -8.894    0.2914
14 S     79.51         1     18.83   -0.2266    -8.145    0.3065
15 S     106.1         1     12.81   -0.2266-4.058e-15    0.3065
16 S     107.7     1.847     12.44   -0.2184    0.5056    0.3068
17 S     110.8     1.729     12.08   -0.2569     1.012    0.3036
18 S     111.9         1     11.91  -0.09871     1.214    0.3197
19 S     115.2     1.729     11.58    0.1172     2.269     0.362
20 S     116.4         1     11.66   0.05621      2.51    0.3489
21 S       118     1.805     11.75   0.02304     3.068    0.3403
22 S     119.2     1.498     11.76    0.1004     3.294    0.3619
23 S     126.3         1     12.24  -0.08549     5.012    0.2858
24 S     126.5     1.516     12.22   -0.0979     5.069    0.2807
25 S     129.3         1     12.04   -0.1465     5.588    0.2581
26 S     153.1     1.498     8.558    -0.255     11.73    0.1094
27 S     158.1     1.805     7.698    -0.259      12.1    0.1032
28 S     159.5         1     7.498   -0.1783     12.18    0.2342
29 S     159.5         1     7.498   -0.1783     12.18    0.2342

 # T       SA3      CMA3      AST3      PTZ3      DIS3     TACHC      TCHC
 0 S         0         0         0         0         0         0         0
 1 S -0.004084 -0.009017  -0.01991  -0.08116   -0.2232  -0.03109  -0.06866
 2 S     1.942   -0.9584    0.2816    0.3793  -0.04743     0.225   -0.1466
 3 S  -0.07008  -0.06224  -0.05528   0.06517  0.008791   -0.0433  -0.03845
 4 S     1.598   -0.4698    0.1382   0.05546  -0.05694     0.149   -0.0438
 5 S     -4.28     1.874   -0.8208    -0.203    0.4483   -0.6775    0.2967
 6 S     2.117   -0.6697    0.2119    0.1449   -0.1129    0.5373     -0.17
 7 S    -1.847    0.4031   0.03902   -0.1425  -0.09541   -0.3045    0.1076
 8 S   -0.3224    0.1098  -0.03743   -0.0304   0.02311   0.01796  -0.00612
 9 S  0.004787   0.01482   0.04586  -0.01366   0.09968   0.02825   0.08745
10 S   -0.1532  -0.04431  -0.01281  -0.09084  -0.02998   -0.2196   -0.0635
11 S     1.899   -0.7418    0.2897   0.07964   -0.1443    0.6979   -0.2726
12 S  0.001021  0.006388   0.03995  -0.02519   0.09236  0.007205   0.04506
13 S   -0.7239  -0.02614-0.0009438    -0.185 -0.006715   -0.2819  -0.01018
14 S   -0.3568    0.4337   -0.5273  -0.02361    0.6698   -0.1786    0.2171
15 S         0         0         0         0         0        -0         0
16 S    0.1746   -0.2264    0.2934  0.008473   -0.3913    0.1754   -0.2274
17 S   -0.2778   0.08639  -0.02687  -0.02387   0.01578   -0.3563    0.1108
18 S -0.003295 -0.009515  -0.02748    0.1836     0.451   0.03368   0.09726
19 S    0.3861   -0.2558    0.1695    0.2577    -0.283    0.1093  -0.07241
20 S 0.0002314 -0.002789   0.03363  -0.07227    0.4658 -0.007646   0.09218
21 S -0.008491  -0.03135   -0.1157  -0.03738   -0.5652  -0.06231     -0.23
22 S    0.1567    0.1534    0.1502   0.05815     0.204    0.2358    0.2308
23 S   -0.5211    0.1506  -0.04355   -0.2423   0.08264  -0.07008   0.02026
24 S  0.003067  -0.01476   0.07106  -0.01599   -0.2651   0.01236  -0.05951
25 S    0.2398    0.2635  -0.01328  -0.06364    0.1712  -0.04773   0.04249
26 S  0.002231   0.01734    0.1349   -0.2023   -0.5246 -0.007643  -0.05942
27 S   0.02269  -0.01344  0.007961 -0.004536 -0.002029   0.07618  -0.04512
28 S -0.006999   0.03558   -0.1809    0.1424    0.1954  -0.03187     0.162
29 S         0        -0         0         0         0        -0         0
      -0.02826    0.0136   0.02464  -0.08292    0.1799  -0.01478 -0.003951

Out[6]:
<rayopt.analysis.Analysis at 0x14eb502e198>
In [ ]: