{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "8b282487-4137-4632-9298-5b22510622f8", "metadata": {}, "source": [ "# Example notebook: Visualizing the Solar System with a Starshade (HWO 60m)\n", "\n", "This notebook demonstrates how to load a solar system scene simulated with ExoVista and visualize it using the HWO (Habitable Worlds Observatory) 60m starshade. **A copy of this notebook exists in the examples folder, make sure to run this notebook out of the examples directory**." ] }, { "cell_type": "code", "execution_count": 1, "id": "76f8dac4-4f77-4a4b-a9cb-dffab8f37b3f", "metadata": {}, "outputs": [], "source": [ "import os\n", "import gc\n", "import sys\n", "notebook_dir = os.getcwd()\n", "parent_dir = os.path.abspath(os.path.join(notebook_dir, \"..\"))\n", "if parent_dir not in sys.path:\n", " sys.path.insert(0, parent_dir)" ] }, { "cell_type": "code", "execution_count": 2, "id": "8c60f2d8-243a-45e7-8c3b-95817a6531ca", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scene.py already exists in /home/ielo/sandbox/test_/PyStarshade/pystarshade/data/scenes.\n" ] } ], "source": [ "from astropy.io import fits\n", "import numpy as np\n", "import download_exovista\n", "download_exovista.exovista_scenes_file()\n", "from pystarshade.data.scenes.Scene import *\n", "from pystarshade.diffraction.util import mas_to_rad, au_to_meter, pc_to_meter, data_file_path #, flux_to_mag,\n", "from pystarshade.propagator import StarshadeProp\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "from matplotlib import rc\n", "local_zodi_mag_v_arcsec2 = 22.5 #local zodi" ] }, { "attachments": { "69cebc0f-e729-454a-86a5-f888e5bd9cd1.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "1d925cbe-a5dc-42bd-a530-c50441aa954f", "metadata": {}, "source": [ "### PyStarshade Optical Model Summary\n", "\n", "PyStarshade simulates light propagation through a starshade and telescope using a Fourier optics model in two stages:\n", "\n", "1. **Starshade to Telescope (Fresnel Diffraction)**: \n", " Light from point sources (exoplanetary scene) undergoes incoherent Fresnel diffraction past the starshade. For an on-axis source, the field at the telescope aperture is derived from a Fourier transform of the starshade mask, at coordinates scaled by wavelength $\\lambda$ and distance $z$. Diffraction occurs for sources within a region of $\\sim 4 \\cdot R_{ss} / z$ angular separation in the source-field, where $R_{ss}$ is the starshade radius.\n", "\n", "2. **Telescope to Focal Plane (Fraunhofer Diffraction)**: \n", " The diffracted field is masked by, and diffracted past the telescope aperture to the focal plane, forming the point-spread function (PSF). The PSF is calculated via a Fourier transform of the aperture field on coordinates scaled by the telescope’s focal length $f$ and wavelength $\\lambda$.\n", "\n", "![image.png](attachment:69cebc0f-e729-454a-86a5-f888e5bd9cd1.png)" ] }, { "cell_type": "markdown", "id": "bdfc9e0c-39ca-46fc-b142-b3342530a46c", "metadata": {}, "source": [ "### Using PyStarshade\n", "\n", "PyStarhade stores files/parameters of a mission concept (or a Design Reference Mission) in `data/drm.py`. The choice of telescope aperture is decoupled from the DRM (however, the size of the aperture must be defined in the DRM). We can load the drm file and inspect the Roman (formerly WFIRST) rendezvous mission parameters:" ] }, { "cell_type": "code", "execution_count": 3, "id": "a0cdc539-4abb-4fb3-859c-99acaeb0040b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WFIRST Telescope Parameters:\n", "focal_length_lens: 30\n", "diameter_telescope_m: 2.36\n", "radius_lens: 1.18\n", "dist_ss_t: [37242256.68350351 26120376.72633376 21191429.69119565]\n", "iwa_mas: 72\n", "num_pet: 16\n", "ss_radius: 13\n", "grey_mask_dx: ['01m', '005m', '002m', '001m', '0005m']\n", "dx_: [0.01, 0.005, 0.002, 0.001, 0.0005]\n", "wl_bands: [[425, 552], [606, 787], [747, 970]]\n", "iwa: [ 72. 102.65711361 126.53428864]\n" ] } ], "source": [ "from pystarshade.data.drm import telescope_params\n", "# Load the 'wfirst' parameters\n", "wfirst_params = telescope_params['wfirst']\n", "\n", "# Print the WFIRST parameters\n", "print(\"WFIRST Telescope Parameters:\")\n", "for key, value in wfirst_params.items():\n", " print(f\"{key}: {value}\")" ] }, { "cell_type": "markdown", "id": "17e6f0ca-5c6d-4f12-b9b9-00980e4a65dc", "metadata": {}, "source": [ "### Starshade Masks\n", "\n", "The starshade mask itself is not generated by PyStarshade. Instead, we’ve collected masks from various sources (e.g. [SISTER](https://ascl.net/2203.001), [diffraq](https://github.com/harnessa/diffraq)) and interpolated/upsampled them into grey‑scale masks stored in: `data/masks/starshade_masks`.\n", "\n", "\n", "The parameter `grey_mask_dx` describes the pixel sampling in physical units of a mask file. For example:\n", "```text\n", "\"01m\" → Δs = 0.01 m" ] }, { "cell_type": "code", "execution_count": 4, "id": "96f0f2e0-2e7f-4804-9e45-f3512a8a5e72", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 1.0, 'HWO'), Text(0.5, 0, 'x [m]'), Text(0, 0.5, 'y [m]')]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from pystarshade.apodization.apodize import qu_mask_to_full\n", "\n", "drm = 'wfirst'\n", "wfirst_starshade = StarshadeProp(drm = drm)\n", "wfirst_starshade.set_mission_params(drm, mask_choice=0, band_i=0)\n", "d_x_w = wfirst_starshade.d_x\n", "ss_mask_fname = wfirst_starshade.ss_mask_fname_partial + '_qu.npz'\n", "starshade_qu = np.load(ss_mask_fname)\n", "wfirst_starshade = qu_mask_to_full(starshade_qu['grey_mask'])\n", "\n", "drm = 'hwo'\n", "hwo_starshade = StarshadeProp(drm = drm)\n", "hwo_starshade.set_mission_params(drm, mask_choice=0)\n", "d_x_h = hwo_starshade.d_x\n", "ss_mask_fname = hwo_starshade.ss_mask_fname_partial + '_qu.npz'\n", "starshade_qu = np.load(ss_mask_fname)\n", "hwo_starshade = qu_mask_to_full(starshade_qu['grey_mask'])\n", "\n", "N1 = wfirst_starshade.shape[0]\n", "N2 = hwo_starshade.shape[0]\n", "\n", "extent1 = (-N1*d_x_w/2, N1*d_x_w/2, -N1*d_x_w/2, N1*d_x_w/2)\n", "extent2 = (-N2*d_x_h/2, N2*d_x_h/2, -N2*d_x_h/2, N2*d_x_h/2)\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 5))\n", "\n", "im1 = ax1.imshow(wfirst_starshade, extent=extent1, origin='lower', aspect='equal')\n", "ax1.set(title='Roman rendezvous (WFIRST)', xlabel='x [m]', ylabel='y [m]')\n", "\n", "im2 = ax2.imshow(hwo_starshade, extent=extent2, origin='lower', aspect='equal')\n", "ax2.set(title='HWO', xlabel='x [m]', ylabel='y [m]')\n" ] }, { "cell_type": "markdown", "id": "addb7167-aab5-4873-9c72-b51218588086", "metadata": {}, "source": [ "### PSF Basis\n", "\n", "PyStarshade comes with **pre‑computed diffracted fields** at the telescope aperture for the HWO starshade (stored in `data/fields` via the git‑LFS install), so you can immediately generate PSF basis for different telescope pupils (e.g. `hex`, `circular`, etc.). These fields are given across the HWO-starshade band $500-1000$ nm, in steps of $\\Delta \\lambda = 50$ nm. If you want to run this diffraction from scratch over a different/new starshade, consult the documentation. We will not do this here, but one would run the following to generate a full-psf basis saved on disk:\n", "\n", "```python\n", "hwo_starshade = StarshadeProp(drm='hwo')\n", "hwo_starshade.gen_pupil_field()\n", "hwo_starshade.gen_psf_basis(pupil_type='hwopupil_onaxis')\n" ] }, { "cell_type": "markdown", "id": "5f12d538-11e7-4177-bd53-af4977a32394", "metadata": {}, "source": [ "### Loading the ExoVista scene\n", "\n", "[ExoVista](https://github.com/alexrhowe/ExoVista) can be used to create realistic planetary scenes for our imaging simulations - this tool can generate spectral and time-dependent scenes which incorporate realistic exoplanetary demographics (based on Kepler) and exozodiacal dust. We use scenes of the solar system at 10 parsecs, viewed face-on and at 60 degrees inclination. These scenes are then passed to PyStarshade to simulate observations with different telescope pupils (off-axis and on-axis) and starshade designs. This allows us to explore how instrumental choices impact the final images and the detectability of planets.\n", "\n", "A number of pre-simulated scenes are included in the 'data/scenes' directory, including solar system scenes. We use the script 'data/scenes/Scene.py' to load and construct these scenes.\n", "\n", "**Note:** The default source pixel size in ExoVista is 2 MAS. In our simulations, we use this same pixel size but adjust the number of pixels to simulate a larger field. If you simulate your own scenes and want to vary either of these parameters, modify the values 'pixscale' and 'npix' in 'Exovista/src/settings.py'." ] }, { "cell_type": "code", "execution_count": 5, "id": "a44d78af-bcd6-47a6-82df-e81b35e02f06", "metadata": {}, "outputs": [], "source": [ "fname_60 = '999-HIP_-TYC_SUN-mv_4.83-L_1.00-d_10.00-Teff_5778.60.fits' #solar system at 60 deg inclination\n", "fname_faceon = '999-HIP_-TYC_SUN-mv_4.83-L_1.00-d_10.00-Teff_5778.00.fits' #solar system face-on" ] }, { "cell_type": "code", "execution_count": 6, "id": "f1492f02-7d3d-4b28-add7-fd97ddce07e3", "metadata": {}, "outputs": [], "source": [ "# Handle directories and load solar system scene\n", "data_dir = os.path.abspath(os.path.join(notebook_dir, '..', 'pystarshade', 'data'))\n", "file_path = os.path.join(data_dir, 'scenes', fname_faceon)\n", "hdul = fits.open(file_path)\n", "dist_xo_ss = hdul[4].header['dist'] * pc_to_meter\n", "inclination = hdul[2].header['I-0']" ] }, { "cell_type": "markdown", "id": "0c9c2990-ba60-4f1a-9d07-3bae6b574fd2", "metadata": {}, "source": [ "Exovista scenes come deconstructed, the code below constructs the scene. " ] }, { "cell_type": "code", "execution_count": 7, "id": "61dcb37a-6fb8-493b-b396-8b50ca2ced1f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Magnitude of star: (-8.510927234262484+0j)\n", "Magnitude at ~ 1 AU: (23.218504597860893+0j)\n", "inclination: 0.0\n", "number of Zodis: 1.0\n", "Distance from exo-scene to starshade [pc]: 10.0\n", "Number of planets included in scene: 7\n", "Star brightness: 36.849439384832834\n", "Planet brightness: [0.00000000e+00 1.63112710e-09 1.93913214e-08 4.51523417e-09\n", " 3.39128148e-10 5.67344523e-08 1.03474515e-08 5.44311671e-10]\n", "Plan/Star brightness: [0.00000000e+00 4.42646381e-11 5.26231112e-10 1.22531964e-10\n", " 9.20307484e-12 1.53962864e-09 2.80803499e-10 1.47712334e-11]\n", "Semi major axis[au]: [20.0000147 0.66573317 1.04345656 1.38361946 1.95059109 7.00457509\n", " 12.93817012 28.17446303]\n", "wavelength [m] 5.01392186235853e-07\n", "ZODIs: 1.0\n", "Physical extent (AU) 20.02001471578573\n", "1 source pixel is (AU): 0.020000014701084645\n", "Distance of system (pc): 10.0\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "4522" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t = 0 # timestep\n", "scene = Scene(file_path)\n", "wl_range = scene.lambdas * 1e-6 \n", "\n", "# Define the wavelength (lam_ref), make sure this matches up with the PSF basis\n", "lam_ref = np.float64(5*1e-7)\n", "wl_str = int(lam_ref*1e9)\n", "w_i = np.where(wl_range >= lam_ref)[0][0]\n", "wl = wl_range[w_i]\n", "\n", "bg_scene = scene.getDiskImage()[w_i]\n", "star_xy = scene.getXYstar()\n", "star_spectra = scene.getStarSpec(time = t)[w_i]\n", "bg_scene[int(star_xy[0]), int(star_xy[1])] += star_spectra\n", "\n", "planet_xy = scene.getXYplanets(time = t).astype(int)\n", "planet_spectra = scene.getPlanetSpec(time = t)[:, w_i]\n", "ds_mas = scene.getPixScale()\n", "\n", "stel_ang_diam = scene.getAngDiam()\n", "ds = dist_xo_ss * ds_mas * mas_to_rad\n", "ds_au = ds / au_to_meter\n", "\n", "N_wl = len(wl_range)\n", "N_dust = np.shape(bg_scene)[1]\n", "N_dust_half = N_dust//2\n", "\n", "N_s = 1001\n", "source_field = np.zeros((N_s, N_s), dtype=np.complex128) \n", "half_N = N_s // 2\n", "half_in_N = N_dust // 2\n", "bit_arr = N_dust % 2 \n", "source_field[half_N - half_in_N : half_N + half_in_N + bit_arr,\n", " half_N - half_in_N : half_N + half_in_N + bit_arr] = bg_scene\n", "\n", "n_planet = 0\n", "\n", "for i in range(scene.nplanets):\n", " if np.all(planet_xy[i] - N_dust_half + half_N <= N_s-1) and np.all(planet_xy[i] - N_dust_half + half_N >= 0):\n", " source_field[planet_xy[i, 1]- N_dust_half + half_N , planet_xy[i, 0]- N_dust_half + half_N] += planet_spectra[i]\n", " n_planet +=1\n", "\n", "print ('Magnitude of star: ', -2.5*np.log10((500**2)*source_field[int(star_xy[0]), int(star_xy[1])])+8.9)\n", "print ('Magnitude at ~ 1 AU: ', - 2.5*np.log10((500**2)*source_field[int(star_xy[0]) - 50, int(star_xy[1])]) + 8.9)\n", "print ('inclination: ', hdul[2].header['I-0'])\n", "print ('number of Zodis: ', hdul[2].header['NZODIS-0'])\n", "print ('Distance from exo-scene to starshade [pc]: ', dist_xo_ss/pc_to_meter)\n", "print ('Number of planets included in scene: ', n_planet)\n", "print ('Star brightness: ', star_spectra)\n", "print ('Planet brightness: ', planet_spectra)\n", "print ('Plan/Star brightness: ', (planet_spectra/(star_spectra)))\n", "print ('Semi major axis[au]: ', np.sqrt(2)*ds_au*np.hypot(planet_xy[:, 0] - N_dust_half, planet_xy[:, 1] - N_dust_half))\n", "print ('wavelength [m]', wl)\n", "print ('ZODIs: ', hdul[2].header['NZODIS-0'])\n", "print ('Physical extent (AU)', N_s * ds * (1/au_to_meter))\n", "print ( '1 source pixel is (AU): ', ds/au_to_meter)\n", "print ('Distance of system (pc): ', dist_xo_ss/pc_to_meter)\n", "\n", "plt.figure()\n", "plt.title('ExoVista input scene', fontsize=14)\n", "plt.text(-940, 900, r'$\\lambda = $%s nm' % (wl_str), color='white', fontsize=12)\n", "plt.imshow(np.abs(source_field), norm=LogNorm(), cmap='jet', extent=(-N_s, N_s, -N_s, N_s))\n", "plt.xlabel('x [mas]', fontsize=14)\n", "plt.ylabel('y [mas]', fontsize=14)\n", "cbar = plt.colorbar()\n", "cbar.set_label('Contrast', fontsize=14)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "del scene\n", "del star_xy\n", "del star_spectra\n", "del planet_xy\n", "del planet_spectra\n", "del bg_scene\n", "_ = __ = ___ = None \n", "gc.collect() " ] }, { "cell_type": "markdown", "id": "70057dc8-a445-4efa-804a-5c7a8dc9d175", "metadata": {}, "source": [ "### Simulating Imaging\n", "\n", "In this section we load an ExoVista model of our solar system and propagate it through the HWO 60 m starshade + 6 m on‑axis segmented pupil to produce an image at 500 nm. Note, this is the optical brightness and does not incorporate the effect of exposure time and noise, or local zodiacal light. \n", "\n", "The `pupil_type` can be a user-defined npz file or, optionally you can choose one of the pupil apertures from HCIPy: circ, ELT, GMT, TMT, Hale, LUVOIR-A, LUVOIR-B, Magellan, VLT, HiCAT, HabEx, HST, JWST, Keck, hex." ] }, { "cell_type": "code", "execution_count": 8, "id": "2cf2dab0-ca3b-4b48-9136-25e7bcc8e5f2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "drm = 'hwo'\n", "pupil_type = 'hwopupil_onaxis'\n", "hwo_starshade = StarshadeProp(drm = drm)\n", "hwo_starshade.gen_pupil(pupil_type = pupil_type)\n", "aperture = hwo_starshade.pupil_mask\n", "\n", "plt.figure()\n", "plt.imshow(aperture,extent=(-3, 3, -3, 3))\n", "plt.xlabel('x [m]',fontsize=14)\n", "plt.ylabel('y [m]',fontsize=14)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bc6173b8-96ec-4e98-9627-ab4c313c910b", "metadata": {}, "source": [ "The next cell generates an instrument PSF - this takes about 15 min on a Thinkpad (32 GB ram)" ] }, { "cell_type": "code", "execution_count": 9, "id": "4703e3f1-3324-486a-b772-bcfe6ab48112", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PSF file does not exist. Generating: \n", "psf generation complete!\n" ] } ], "source": [ "# generating the PSF basis at a single wavelength\n", "hwo_starshade.N_wl = 1 # edit an internal variable so that only a single wavelength PSF basis is calculated\n", "hwo_starshade.gen_psf_basis(pupil_type = pupil_type)\n", "print ('psf generation complete!')" ] }, { "cell_type": "markdown", "id": "705d021c-fcb4-4944-ac2a-062ee485d0d7", "metadata": {}, "source": [ "The following cell generates the scene - this takes about 1 min on a Thinkpad (32 GB ram)" ] }, { "cell_type": "code", "execution_count": 10, "id": "d1b81e41-e141-4ea7-ae45-f3c583128f19", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_426246/4245867348.py:2: ComplexWarning: Casting complex values to real discards the imaginary part\n", " focal_intensity = hwo_starshade.gen_scene(pupil_type, source_field.astype(np.float32), lam_ref, pupil_symmetry = False)\n" ] } ], "source": [ "# generate the imaged scene\n", "focal_intensity = hwo_starshade.gen_scene(pupil_type, source_field.astype(np.float32), lam_ref, pupil_symmetry = False)" ] }, { "cell_type": "markdown", "id": "fe74db91-0437-4637-9d7f-e57963273224", "metadata": {}, "source": [ "Let's plot this - left is zoomed out and in units of $mag\\cdot arcsec^{-2}$, right is zoomed in and left in units of contrast. \n", "\n", "The resulting images reveal Venus, Earth and Mars." ] }, { "cell_type": "code", "execution_count": 11, "id": "cbdfe53a-64cd-4567-b2a6-54c8fbfbaa22", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = np.shape(focal_intensity)[0]\n", "# Add in a median local zodi mag of 23.02 V mag∕arc sec2\n", "def flux_to_mag(flux):\n", " # 2 mas pixels\n", " return - 2.5*np.log10((500**2)*flux / 3640\t)\n", "\n", "region_mas = 150\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5))\n", "\n", "im1 = ax1.imshow(\n", " flux_to_mag(focal_intensity),\n", " cmap='Blues',\n", " extent=(-N, N, -N, N)\n", ")\n", "ax1.set_title(r'inclination: %s$^{\\circ}$' % int(inclination), fontsize=14)\n", "ax1.text(-940, 900, r'$\\lambda = $500 nm', color='white', fontsize=12)\n", "ax1.set_xlabel('x [mas]', fontsize=14)\n", "ax1.set_ylabel('y [mas]', fontsize=14)\n", "cbar1 = fig.colorbar(im1, ax=ax1)\n", "cbar1.set_label(r'Surface brightness [mag$\\cdot$arcsec$^{-2}$]', fontsize=14)\n", "\n", "zoom = focal_intensity[\n", " 500-region_mas:500+region_mas,\n", " 500-region_mas:500+region_mas\n", "]\n", "im2 = ax2.imshow(\n", " zoom,\n", " cmap='Blues_r',\n", " extent=(-region_mas, region_mas, -region_mas, region_mas)\n", ")\n", "ax2.set_title(r'inclination: %s$^{\\circ}$' % int(inclination), fontsize=14)\n", "ax2.text(-region_mas + 10, region_mas-16, r'$\\lambda = $500 nm', color='white', fontsize=12)\n", "ax2.set_xlabel('x [mas]', fontsize=14)\n", "ax2.set_ylabel('y [mas]', fontsize=14)\n", "cbar2 = fig.colorbar(im2, ax=ax2)\n", "cbar2.set_label('Surface brightness [contrast]', fontsize=14)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6a42ead7-7b65-4245-99b7-78dfa700e7c5", "metadata": {}, "source": [ "Let's try this with a different aperture!" ] }, { "cell_type": "code", "execution_count": 12, "id": "54aa6d5d-8a21-4816-8c2d-3c533fb43eab", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_426246/4103030377.py:7: ComplexWarning: Casting complex values to real discards the imaginary part\n", " focal_intensity = hwo_starshade.gen_scene(pupil_type, source_field.astype(np.float32), lam_ref, pupil_symmetry = False)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "drm = 'hwo'\n", "pupil_type = 'GMT'\n", "\n", "hwo_starshade = StarshadeProp(drm = drm)\n", "hwo_starshade.N_wl = 1 # edit an internal variable so that only a single wavelength PSF basis is calculated\n", "hwo_starshade.gen_psf_basis(pupil_type = pupil_type)\n", "focal_intensity = hwo_starshade.gen_scene(pupil_type, source_field.astype(np.float32), lam_ref, pupil_symmetry = False)\n", "\n", "hwo_starshade.gen_pupil(pupil_type = pupil_type)\n", "aperture = hwo_starshade.pupil_mask\n", "\n", "plt.figure()\n", "# Plot the first image\n", "plt.imshow(aperture,extent=(-3, 3, -3, 3))\n", "plt.xlabel('x [m]',fontsize=14)\n", "plt.ylabel('y [m]',fontsize=14)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "id": "6a43ea6b-6b6e-48f8-b340-b6f5c8afcba2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5))\n", "\n", "im1 = ax1.imshow(\n", " flux_to_mag(focal_intensity),\n", " cmap='Blues',\n", " extent=(-N, N, -N, N)\n", ")\n", "ax1.set_title(r'inclination: %s$^{\\circ}$' % int(inclination), fontsize=14)\n", "ax1.text(-940, 900, r'$\\lambda = $500 nm', color='white', fontsize=12)\n", "ax1.set_xlabel('x [mas]', fontsize=14)\n", "ax1.set_ylabel('y [mas]', fontsize=14)\n", "cbar1 = fig.colorbar(im1, ax=ax1)\n", "cbar1.set_label(r'Surface brightness [mag$\\cdot$arcsec$^{-2}$]', fontsize=14)\n", "\n", "zoom = focal_intensity[\n", " 500-region_mas:500+region_mas,\n", " 500-region_mas:500+region_mas\n", "]\n", "im2 = ax2.imshow(\n", " zoom,\n", " cmap='Blues_r',\n", " extent=(-region_mas, region_mas, -region_mas, region_mas)\n", ")\n", "ax2.set_title(r'inclination: %s$^{\\circ}$' % int(inclination), fontsize=14)\n", "ax2.text(-region_mas + 10, region_mas-16, r'$\\lambda = $500 nm', color='white', fontsize=12)\n", "ax2.set_xlabel('x [mas]', fontsize=14)\n", "ax2.set_ylabel('y [mas]', fontsize=14)\n", "cbar2 = fig.colorbar(im2, ax=ax2)\n", "cbar2.set_label('Surface brightness [contrast]', fontsize=14)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "564dae98-2697-4e11-882d-7ba91eb0bec9", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }