%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
<rayopt.analysis.Analysis at 0x14eb2e2ec88>
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
<rayopt.analysis.Analysis at 0x14eb502e198>