{ "cells": [ { "cell_type": "markdown", "id": "bf6901ae", "metadata": {}, "source": [ "# Plotting spectra\n", "\n", "Here we show how to plot the Fourier spectra for specific orbits. We integrate several orbits in the isochrone potential, get the frequencies and spectra and plot a few. The orbit integration uses the [agama](https://github.com/GalacticDynamics-Oxford/Agama) package, but you may prefer other packages, such as [gala](http://gala.adrian.pw/en/latest/) or [galpy](https://www.galpy.org/)." ] }, { "cell_type": "markdown", "id": "67cd49df", "metadata": {}, "source": [ "We start importing the relevant modules and setting some parameters for prettier plots:" ] }, { "cell_type": "code", "execution_count": 1, "id": "bc8b6c19", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:46:31.965474Z", "start_time": "2023-02-01T03:46:31.444717Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "\n", "import agama\n", "import naif\n", "\n", "from matplotlib.ticker import ScalarFormatter, NullFormatter\n", "\n", "params = {'axes.labelsize': 24, \n", " 'xtick.labelsize': 20, 'xtick.direction': 'in', 'xtick.major.size': 8.0,\n", " 'xtick.bottom': 1, 'xtick.top': 1, 'ytick.labelsize': 20,\n", " 'ytick.direction': 'in','ytick.major.size': 8.0,'ytick.left': 1,\n", " 'ytick.right': 1,'text.usetex': True, 'lines.linewidth': 1,\n", " 'axes.titlesize': 32, 'font.family': 'serif'}\n", "plt.rcParams.update(params)\n", "columnwidth = 240./72.27\n", "textwidth = 504.0/72.27\n", "\n", "%matplotlib inline\n", "%config InlineBackend.figure_format ='retina'" ] }, { "cell_type": "markdown", "id": "2be4892f", "metadata": { "ExecuteTime": { "end_time": "2023-01-30T02:53:45.703365Z", "start_time": "2023-01-30T02:53:45.697925Z" } }, "source": [ "## Integrate orbits" ] }, { "cell_type": "markdown", "id": "2c4c2d82", "metadata": {}, "source": [ "For the initial conditions (ICs), we generate a self-consistent sample of orbits in the isochrone model (the original units in agama are such that the gravitational constant $G=1$):" ] }, { "cell_type": "code", "execution_count": 2, "id": "930b3e15", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:46:32.024612Z", "start_time": "2023-02-01T03:46:31.968793Z" } }, "outputs": [], "source": [ "M = 1.\n", "Rc = 1.\n", "n_orbs = 20\n", "\n", "isoc_pot = agama.Potential(type='Isochrone', mass=M, scaleRadius=Rc)\n", "isoc_df = agama.DistributionFunction(type='QuasiSpherical', potential=isoc_pot, density=isoc_pot)\n", "isoc_data,_ = agama.GalaxyModel(isoc_pot, isoc_df).sample(n_orbs)" ] }, { "cell_type": "markdown", "id": "e3b28129", "metadata": {}, "source": [ "Note that self-consistency is not important here, but it conveniently generates a broad range of ICs. Now we integrate the orbits and calculate the appropriate coordinates:" ] }, { "cell_type": "code", "execution_count": 3, "id": "f504bef9", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:46:32.456245Z", "start_time": "2023-02-01T03:46:32.033137Z" } }, "outputs": [], "source": [ "n_steps = 100_000 # points per orbit\n", "int_time = 100*isoc_pot.Tcirc(isoc_data) # integration time\n", "orbs = agama.orbit(potential=isoc_pot, ic = isoc_data,\n", " time = int_time, trajsize = n_steps+1)\n", "t = np.vstack(orbs[:,0])[:,:-1] # time\n", "all_coords = np.vstack(orbs[:,1]).reshape(n_orbs, n_steps+1, 6)\n", "x = all_coords[:,:-1,0]\n", "y = all_coords[:,:-1,1]\n", "z = all_coords[:,:-1,2]\n", "vx = all_coords[:,:-1,3]\n", "vy = all_coords[:,:-1,4]\n", "vz = all_coords[:,:-1,5]\n", "r = np.sqrt(x**2 + y**2 + z**2)\n", "vr = (x*vx + y*vy + z*vz)/r\n", "phi = np.arctan2(y, x)\n", "Lz = (x*vy - y*vx)" ] }, { "cell_type": "markdown", "id": "1530307b", "metadata": {}, "source": [ "We define the complex time-series\n", "\n", "$f_r = r + i v_r$\n", "\n", "$f_\\varphi = \\sqrt{2|L_z|}(\\cos\\varphi + i\\sin\\varphi)$" ] }, { "cell_type": "code", "execution_count": 4, "id": "23e51915", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:46:32.558194Z", "start_time": "2023-02-01T03:46:32.467636Z" } }, "outputs": [], "source": [ "fr = r + 1j*vr\n", "fphi = np.sqrt(2.*np.abs(Lz))*(np.cos(phi) + 1j*np.sin(phi))" ] }, { "cell_type": "code", "execution_count": 5, "id": "e51e6043", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:05.790351Z", "start_time": "2023-02-01T03:46:32.572442Z" } }, "outputs": [], "source": [ "n_freqs = 5\n", "# to store the frequencies:\n", "om_r = np.zeros((n_orbs, n_freqs))\n", "om_phi = np.zeros((n_orbs, n_freqs))\n", "# to store the amplitudes:\n", "a_r = np.zeros((n_orbs, n_freqs), dtype=np.complex128)\n", "a_phi = np.zeros((n_orbs, n_freqs), dtype=np.complex128)\n", "# to store the spectra:\n", "spec_r = np.zeros((n_orbs, n_freqs, n_steps))\n", "spec_phi = np.zeros((n_orbs, n_freqs, n_steps))\n", "for i in range(n_orbs):\n", " om_r[i], a_r[i], spec_r[i] = naif.find_peak_freqs(fr[i], t[i], n_freqs=n_freqs, p=1, spec=True)\n", " om_phi[i], a_phi[i], spec_phi[i] = naif.find_peak_freqs(fphi[i], t[i], n_freqs=n_freqs, p=1, spec=True)" ] }, { "cell_type": "markdown", "id": "556aacb9", "metadata": {}, "source": [ "## Plot orbit" ] }, { "cell_type": "code", "execution_count": 6, "id": "c368f7a6", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:05.802414Z", "start_time": "2023-02-01T03:47:05.794130Z" } }, "outputs": [], "source": [ "orb = 1" ] }, { "cell_type": "code", "execution_count": 7, "id": "6bf9066c", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:07.360908Z", "start_time": "2023-02-01T03:47:05.808364Z" }, "code_folding": [ 0 ] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 424, "width": 1000 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot first 5_000 tsteps of the orbit\n", "fig, axs = plt.subplots(1, 2, figsize=(14,6))\n", "\n", "axs[0].plot(x[orb][:5_000], y[orb][:5_000], 'k-')\n", "axs[0].set_xlabel(r'$x$')\n", "axs[0].set_ylabel(r'$y$')\n", "# axs[0].axis([-15, 15, -15, 15])\n", "\n", "axs[1].plot(x[orb][:5_000], z[orb][:5_000], 'k-')\n", "axs[1].set_xlabel(r'$x$')\n", "axs[1].set_ylabel(r'$z$')\n", "# axs[1].axis([-15, 15, -15, 15])\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "9bfd6a5c", "metadata": {}, "source": [ "## Spectrum" ] }, { "cell_type": "markdown", "id": "6c9c524c", "metadata": {}, "source": [ "Total time and frequencies where spectrum is evaluated:" ] }, { "cell_type": "code", "execution_count": 8, "id": "0938e7b3", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:07.395982Z", "start_time": "2023-02-01T03:47:07.382590Z" } }, "outputs": [], "source": [ "T = t[orb,-1] - t[orb,0]\n", "omega = 2.*np.pi*np.fft.fftfreq(n_steps, T/n_steps)" ] }, { "cell_type": "code", "execution_count": 9, "id": "803ba4c1", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:09.666845Z", "start_time": "2023-02-01T03:47:07.401206Z" }, "code_folding": [ 0 ] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1356, "width": 1127 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot powew spectrum\n", "# The limits can change for different orbits\n", "\n", "fig, axs = plt.subplots(n_freqs, 2, figsize=(16,20))\n", "fig.suptitle('Spectra before removal of kth freq.', fontsize=30)\n", "\n", "axs[0,0].set_title(r'$r$', fontsize=36)\n", "axs[0,1].set_title(r'$\\varphi$', fontsize=36)\n", "for i in range(n_freqs):\n", " axs[i,0].plot(np.fft.fftshift(omega), np.fft.fftshift(spec_r[orb,i]), '-', label=r'$k=%d$'%(i+1))\n", " axs[i,0].set_ylabel(r'$|a_r|$')\n", " axs[i,0].axis([-1, 1, -0.05, 1.])\n", " \n", " axs[i,1].plot(np.fft.fftshift(omega), np.fft.fftshift(spec_phi[orb,i]), '-', label=r'$k=%d$'%(i+1))\n", " axs[i,1].set_ylabel(r'$|a_\\varphi|$')\n", " axs[i,1].axis([-1, 1, -0.05, 1.])\n", " \n", " for j in range(2):\n", " axs[i,j].set_xlabel(r'$\\omega$')\n", " axs[i,j].legend(fontsize=24, loc=1)\n", " \n", "plt.tight_layout()\n", "fig.subplots_adjust(top=0.94, bottom=0.08, right=0.95, left=0.05, hspace=0.25, wspace=0.25)" ] }, { "cell_type": "markdown", "id": "aa9eaf5d", "metadata": {}, "source": [ "## Checking a specific peak" ] }, { "cell_type": "markdown", "id": "c1b025bd", "metadata": {}, "source": [ "We now compare the first (raw) estimate of the peak frequency with the refined estimate obtained when we go to the continuum, i.e. by maximizing the function $|\\phi(\\omega)| = \\int_{-T/2}^{T/2} f(t)e^{-i\\omega t}\\chi_p(t)\\, dt$, where $f(t)$ is the time-series and $\\chi_p(t)$ is the window function:" ] }, { "cell_type": "code", "execution_count": 10, "id": "4afe0e1d", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:09.681697Z", "start_time": "2023-02-01T03:47:09.676330Z" } }, "outputs": [], "source": [ "k = 0 #kth frequency" ] }, { "cell_type": "code", "execution_count": 11, "id": "56faee54", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:10.716713Z", "start_time": "2023-02-01T03:47:09.685391Z" }, "code_folding": [ 0 ] }, "outputs": [], "source": [ "# Calculate |phi(om)| at 1st raw maximum estimate om_max, \n", "# at the edges of the interval om_inf, om_sup, \n", "# and in intermediate points\n", "tc = 0.5*(t[orb,0] + t[orb,-1])\n", "# time symmetric around tc:\n", "t_sym = t[orb] - tc\n", "# window function:\n", "chi = naif.chi_p(t_sym, p=1)\n", "f_chi = fr[orb]*chi\n", "\n", "# identify position of desired peak:\n", "idx_max = np.argmax(spec_r[orb, k])\n", "om_max = omega[idx_max]\n", "# Define range around it, where to evaluate phi(omega):\n", "om_inf = om_max - 4*np.pi/T\n", "om_sup = om_max + 4*np.pi/T\n", "# phi(om_max):\n", "phi_om_max = -naif.mn_phi_om(om_max, f_chi, t_sym)\n", "\n", "n_fine_om = 200\n", "fine_om = np.linspace(om_inf, om_sup, n_fine_om)\n", "# phi(omega):\n", "fine_phi_om = np.zeros(n_fine_om)\n", "for i in range(n_fine_om):\n", " fine_phi_om[i] = -naif.mn_phi_om(fine_om[i], f_chi, t_sym)" ] }, { "cell_type": "markdown", "id": "575ae13a", "metadata": {}, "source": [ "We now plot the function $|\\phi(\\omega)|$ which is maximized to find the best estimate of the frequency at the peak. Vertical lines show the grid where the power spectrum is evaluated, used for the fist raw estimate. The peak of the black curve shows the improved estimate. We do it for the radial component, for a certain orbit $orb$ and around a certain peak $k$:" ] }, { "cell_type": "code", "execution_count": 12, "id": "c72f2a22", "metadata": { "ExecuteTime": { "end_time": "2023-02-01T03:47:11.162214Z", "start_time": "2023-02-01T03:47:10.720024Z" }, "code_folding": [ 0 ] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 424, "width": 568 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot\n", "fig, axs = plt.subplots(1, figsize=(8,6))\n", "\n", "axs.plot(fine_om, fine_phi_om, 'k-')\n", "axs.plot(om_max, phi_om_max, 'r*', label='1st (raw) estimate')\n", "\n", "axs.set_xlabel(r'$\\omega$')\n", "axs.set_ylabel(r'$|\\phi(\\omega)|$')\n", "axs.legend(fontsize=20)\n", "\n", "idx_max = np.argmax(np.fft.fftshift(spec_r[orb,k]))\n", "omega_shift = np.fft.fftshift(omega)\n", "for i in range(idx_max-2, idx_max+3):\n", " axs.axvline(x=omega_shift[i], c='r')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "id": "787974ac", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.9.4" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 5 }