843 lines
1.1 MiB
843 lines
1.1 MiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "6026a74b",
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"metadata": {},
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"outputs": [],
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"source": [
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"%matplotlib widget\n",
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"\n",
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"isdark = False\n",
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"\n",
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"from rayoptics.environment import *"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "c7d740ee",
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"metadata": {
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"scrolled": true
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},
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"outputs": [],
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"source": [
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"opm = OpticalModel()\n",
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"sm = opm['seq_model']\n",
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"osp = opm['optical_spec']\n",
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"pm = opm['parax_model']\n",
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"\n",
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"osp['pupil'] = PupilSpec(osp, key=['object', 'pupil'], value=16)\n",
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"osp['fov'] = FieldSpec(osp, key=['object', 'angle'], value=0.5, flds=[0., 0.707, 1.], is_relative=True)\n",
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"osp['wvls'] = WvlSpec([('F', 0.5), (587.5618, 1.0), ('C', 0.5)], ref_wl=1)\n",
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"\n",
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"opm.radius_mode = True\n",
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"\n",
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"sm.gaps[0].thi=1e10\n",
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"\n",
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"def calc_curvature(n, fl):\n",
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" return (n-1)*fl\n",
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"\n",
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"n_bk7 = 1.5168\n",
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"n_lasf9 = 1.85025\n",
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"n_f2 = 1.62005\n",
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"\n",
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"v_bk7 = 64.17\n",
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"v_lasf9 = 32.16\n",
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"v_f2 = 36.43\n",
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"# try for chaining a 3x telescope setup with a second 3x telescope setup\n",
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"f0 = 150\n",
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"f0_0 = (v_bk7-v_f2)*f0/v_bk7\n",
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"f0_1 = -f0_0*v_bk7/v_f2\n",
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"f0_actual = 1/(1/f0_0+1/f0_1)\n",
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"f1 = 60\n",
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"# 1/f = 1/f0 + 1/f1 = 1/f0 - v2/(f0*v1) = (v1-v2)/(v1*f0)\n",
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"# f0 = (v1-v2)*f/v1\n",
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"f1_0 = (v_bk7-v_f2)*f1/v_bk7\n",
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"f1_1 = -f1_0*v_bk7/v_f2\n",
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"\n",
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"f2 = 150\n",
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"f3 = 50\n",
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"\n",
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"f1_stacked = 2*f1\n",
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"\n",
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"r0 = calc_curvature(n_lasf9, f0)\n",
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"r0_0 = calc_curvature(n_bk7, f0_0)\n",
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"r0_1 = calc_curvature(n_f2, f0_1)\n",
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"r1 = calc_curvature(n_lasf9, f1)\n",
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"r1_0 = calc_curvature(n_bk7, f1_0)\n",
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"r1_1 = calc_curvature(n_f2, f1_1)\n",
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"r2 = calc_curvature(n_lasf9, f2)\n",
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"r3 = calc_curvature(n_lasf9, f3)\n",
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"\n",
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"#sm.add_surface([r0_0, 2, 'N-BK7', 'Schott', 42/2])\n",
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"#sm.add_surface([1e9, 2, 'N-F2', 'Schott', 42/2])\n",
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"#sm.add_surface([-r0_1, 180+2*f1])\n",
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"#sm.add_surface([-r0_1, 180+2*36.])\n",
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"\n",
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"sm.add_surface([r1_0, 4, 'N-BK7', 'Schott', 16])\n",
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"sm.add_surface([1e9, 2, 'N-F2', 'Schott', 16])\n",
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"sm.add_surface([-r1_1, 30])\n",
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"#sm.add_surface([1e9, 2, 'N-LASF9', 'Schott', 16])\n",
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"#sm.add_surface([-r1, f2+f3])\n",
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"\n",
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"\n",
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"#sm.add_surface([r2, 2, 'N-LASF9', 'Schott', 16])\n",
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"#sm.add_surface([1e9, f2+f3])\n",
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"#sm.add_surface([1e9, 2, 'N-LASF9', 'Schott', 16])\n",
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"#sm.add_surface([-r3, f3])\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "a26f0ff4",
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"data": {
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"application/vnd.jupyter.widget-view+json": {
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"model_id": "e840d701f8b64d97a33b0516f03be150",
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"version_major": 2,
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"version_minor": 0
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},
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"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"opm.update_model()\n",
|
|
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl\n",
|
|
"opm.update_model()\n",
|
|
"\n",
|
|
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm, is_dark=isdark).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "85fd9885",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"efl 50.17\n",
|
|
"ffl -54.42\n",
|
|
"pp1 -4.251\n",
|
|
"bfl 42.68\n",
|
|
"ppk 7.488\n",
|
|
"f/# 3.135\n",
|
|
"m -5.017e-09\n",
|
|
"red -1.993e+08\n",
|
|
"obj_dist 1e+10\n",
|
|
"obj_ang 0.5\n",
|
|
"enp_dist -0\n",
|
|
"enp_radius 8\n",
|
|
"na obj 8e-10\n",
|
|
"n obj 1\n",
|
|
"img_dist 42.68\n",
|
|
"img_ht 0.4378\n",
|
|
"exp_dist -3.569\n",
|
|
"exp_radius 7.375\n",
|
|
"na img -0.1575\n",
|
|
"n img 1\n",
|
|
"optical invariant 0.06981\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"pm.first_order_data()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "fbb733ef",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "0aeccd0270894697b29acb97e2d6d816",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
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"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"abr_plt = plt.figure(FigureClass=RayFanFigure, opt_model=opm, data_type='Ray',\n",
|
|
" scale_type=Fit.All_Same).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "95deb34e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "4022d630702748638ff6fc6112bdf7c1",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "fe1bd365",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "88999462275b4e07912e992b6c6696a0",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm, is_dark=isdark).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "0e1c606f",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([0.71394997, 0.69072105, 0.67781734])"
|
|
]
|
|
},
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"def dump_dist(p, wi, ray_pkg, fld, wvl, foc):\n",
|
|
" if ray_pkg is not None:\n",
|
|
" image_pt = fld.ref_sphere[0]\n",
|
|
" ray = ray_pkg[0]\n",
|
|
" dist = foc / ray[-1][1][2]\n",
|
|
" defocused_pt = ray[-1][0] + dist*ray[-1][1]\n",
|
|
" t_abr = defocused_pt - image_pt\n",
|
|
" return np.sqrt(np.sum(t_abr*t_abr))\n",
|
|
" \n",
|
|
"def spot_rms(sm):\n",
|
|
" return np.sqrt(np.mean(np.square(sm.trace_grid(dump_dist, 0, form='list', append_if_none=False)[0]), axis=1))\n",
|
|
"\n",
|
|
"spot_rms(sm)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "b0c10933",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "f8be945791884bba8693c3440ce5843b",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
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"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(-5.142571285642823, -4.9824912456228105, -4.902451225612808)"
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"import rayoptics.optical.model_constants as mc\n",
|
|
"\n",
|
|
"old_gap = opm.seq_model.gaps[-1].thi\n",
|
|
"offsets = np.linspace(-40, 40, 2000)\n",
|
|
"\n",
|
|
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl\n",
|
|
"opm.update_model()\n",
|
|
"\n",
|
|
"def dump_rays(p, wi, ray_pkg, fld, wvl, foc):\n",
|
|
" if ray_pkg is not None:\n",
|
|
" image_pt = fld.ref_sphere[0]\n",
|
|
" ray = ray_pkg[mc.ray]\n",
|
|
" v = ray[-1][mc.d][0:2] / ray[-1][mc.d][2]\n",
|
|
" return [ray[-1][mc.p][0:2] - image_pt[0:2], v]\n",
|
|
"\n",
|
|
"vals, colors = sm.trace_grid(dump_rays, 0, form='list', append_if_none=False)\n",
|
|
"v1, v2, v3 = vals\n",
|
|
"v1_p = v1[:,0]\n",
|
|
"v1_v = v1[:,1]\n",
|
|
"v2_p = v2[:,0]\n",
|
|
"v2_v = v2[:,1]\n",
|
|
"v3_p = v3[:,0]\n",
|
|
"v3_v = v3[:,1]\n",
|
|
"\n",
|
|
"v1_rms = np.zeros(offsets.size)\n",
|
|
"v2_rms = np.zeros(offsets.size)\n",
|
|
"v3_rms = np.zeros(offsets.size)\n",
|
|
"\n",
|
|
"for i in range(offsets.size):\n",
|
|
" v1_rms[i] = np.sqrt(np.mean(np.square(v1_p+v1_v*offsets[i])))\n",
|
|
" v2_rms[i] = np.sqrt(np.mean(np.square(v2_p+v2_v*offsets[i])))\n",
|
|
" v3_rms[i] = np.sqrt(np.mean(np.square(v3_p+v3_v*offsets[i])))\n",
|
|
"\n",
|
|
"opm.seq_model.gaps[-1].thi = old_gap\n",
|
|
"opm.update_model()\n",
|
|
"\n",
|
|
"plt.figure()\n",
|
|
"plt.plot(offsets, v1_rms, color=colors[0])\n",
|
|
"plt.plot(offsets, v2_rms, color=colors[1])\n",
|
|
"plt.plot(offsets, v3_rms, color=colors[2])\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"min_b, min_g, min_r = (offsets[np.argmin(v1_rms)], offsets[np.argmin(v2_rms)], offsets[np.argmin(v3_rms)])\n",
|
|
"min_b, min_g, min_r"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "5c091777",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[0.21615536 0.21605082 0.21695656]\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "e6604b0b24e443a8be6d33d385923333",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
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"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" Figure\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + (min_r*0.25 + min_g*0.5 + min_b*0.25)\n",
|
|
"opm.update_model()\n",
|
|
"\n",
|
|
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
|
|
"print(spot_rms(sm))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "4f7eb3b9",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "f2fc88441ff74f18a464018e99b7d8ba",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
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"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"abr_plt = plt.figure(FigureClass=RayFanFigure, opt_model=opm, data_type='Ray',\n",
|
|
" scale_type=Fit.All_Same).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "861f3922",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"-0.020010005002504272"
|
|
]
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# let's try chaining the two lenses together and seeing how that looks\n",
|
|
"\n",
|
|
"# first let's wrap that focus calculation code into a function\n",
|
|
"\n",
|
|
"\n",
|
|
"def dump_rays(p, wi, ray_pkg, fld, wvl, foc):\n",
|
|
" if ray_pkg is not None:\n",
|
|
" image_pt = fld.ref_sphere[0]\n",
|
|
" ray = ray_pkg[mc.ray]\n",
|
|
" v = ray[-1][mc.d][0:2] / ray[-1][mc.d][2]\n",
|
|
" return [ray[-1][mc.p][0:2] - image_pt[0:2], v]\n",
|
|
" \n",
|
|
"def get_focus(sm, weights=np.array([0.25, 0.5, 0.25])):\n",
|
|
" offsets = np.linspace(-40, 40, 2000)\n",
|
|
" vals, colors = sm.trace_grid(dump_rays, 0, form='list', append_if_none=False)\n",
|
|
"\n",
|
|
" rms = np.zeros((offsets.size, len(vals)), dtype=float)\n",
|
|
"\n",
|
|
" for i in range(offsets.size):\n",
|
|
" for j in range(len(vals)):\n",
|
|
" rms[i][j] = np.sqrt(np.mean(np.square(vals[j][:,0]+vals[j][:,1]*offsets[i])))\n",
|
|
"\n",
|
|
" return offsets[np.argmin(np.sum(rms*weights, axis=1))]\n",
|
|
"\n",
|
|
"get_focus(sm)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "ef2a5df6",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "0cad0f0a1ab94400a94816176652e87b",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"opm2 = OpticalModel()\n",
|
|
"sm2 = opm2['seq_model']\n",
|
|
"osp2 = opm2['optical_spec']\n",
|
|
"pm2 = opm2['parax_model']\n",
|
|
"\n",
|
|
"osp2['pupil'] = PupilSpec(osp2, key=['object', 'pupil'], value=16)\n",
|
|
"osp2['fov'] = FieldSpec(osp2, key=['object', 'angle'], value=0.5, flds=[0., 0.707, 1.], is_relative=True)\n",
|
|
"osp2['wvls'] = WvlSpec([('F', 0.5), (587.5618, 1.0), ('C', 0.5)], ref_wl=1)\n",
|
|
"\n",
|
|
"opm2.radius_mode = True\n",
|
|
"\n",
|
|
"sm2.gaps[0].thi=1e10\n",
|
|
"sm2.add_surface([r0_0, 2, 'N-BK7', 'Schott', 42/2])\n",
|
|
"sm2.add_surface([1e9, 2, 'N-F2', 'Schott', 42/2])\n",
|
|
"sm2.add_surface([-r0_1, f0])\n",
|
|
"\n",
|
|
"opm2.update_model()\n",
|
|
"sm2.gaps[-1].thi += get_focus(sm2)\n",
|
|
"\n",
|
|
"opm2.update_model()\n",
|
|
"\n",
|
|
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm2, is_dark=isdark).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"id": "79f52ef9",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "e8f35f6d6c294348bd650cb9483b2d49",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#use the gap from sm\n",
|
|
"sm2.gaps[-1].thi += sm.gaps[-1].thi\n",
|
|
"\n",
|
|
"sm2.add_surface([r1_1, 2, 'N-F2', 'Schott', 16])\n",
|
|
"sm2.add_surface([1e9, 4, 'N-BK7', 'Schott', 16])\n",
|
|
"sm2.add_surface([-r1_0, sm.gaps[-1].thi])\n",
|
|
"\n",
|
|
"opm2.update_model()\n",
|
|
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm2, is_dark=isdark).plot()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"id": "68f4afb4",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"efl 951.4\n",
|
|
"ffl 2559\n",
|
|
"pp1 3510\n",
|
|
"bfl -280.2\n",
|
|
"ppk 1232\n",
|
|
"f/# 59.46\n",
|
|
"m -9.514e-08\n",
|
|
"red -1.051e+07\n",
|
|
"obj_dist 1e+10\n",
|
|
"obj_ang 0.5\n",
|
|
"enp_dist -0\n",
|
|
"enp_radius 8\n",
|
|
"na obj 8e-10\n",
|
|
"n obj 1\n",
|
|
"img_dist -280.2\n",
|
|
"img_ht 8.303\n",
|
|
"exp_dist -244.4\n",
|
|
"exp_radius 2.974\n",
|
|
"na img -0.008409\n",
|
|
"n img 1\n",
|
|
"optical invariant 0.06981\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"pm2.first_order_data()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"id": "b1fe8f91",
|
|
"metadata": {
|
|
"scrolled": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "1028ff5f0ff14f30a415986a879a1c3a",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"sm2.insert_surface_and_gap()\n",
|
|
"cur = sm2.cur_surface\n",
|
|
"sm2.ifcs[cur] = ThinLens(power=1/30.)\n",
|
|
"sm2.gaps[cur].thi = 30.\n",
|
|
"\n",
|
|
"opm2.update_model()\n",
|
|
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm2, is_dark=isdark).plot()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"id": "4d32ba03",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[0.33087284 0.03391144 0.26097283]\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "76948307336f4eef84e6edcebf9e20ae",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm2, is_dark=isdark).plot()\n",
|
|
"print(spot_rms(sm2))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"id": "f9ce6fcf",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(-0.3801900950475243, array([0.35119223, 0.02588293, 0.23321615]))"
|
|
]
|
|
},
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "001351d238a34bc2be683416c8cf5d63",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"adjust = get_focus(sm2)\n",
|
|
"sm2.gaps[-1].thi += adjust\n",
|
|
"\n",
|
|
"opm2.update_model()\n",
|
|
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm2, is_dark=isdark).plot()\n",
|
|
"adjust, spot_rms(sm2)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "f642321b",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.10.0"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|