{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Carter-Penrose diagram of Schwarzschild spacetime\n", "\n", "This worksheet demonstrates a few capabilities of SageMath in computations regarding\n", "the Carter-Penrose diagram of Schwarzschild spacetime. It is used to illustrate the lectures\n", "[Geometry and physics of black holes](http://luth.obspm.fr/~luthier/gourgoulhon/bh16/).\n", "The corresponding tools have been developed within the [SageManifolds](http://sagemanifolds.obspm.fr) project (version 1.3, as included in SageMath 8.3). \n", "\n", "Click [here](https://raw.githubusercontent.com/sagemanifolds/SageManifolds/master/Worksheets/v1.3/SM_Carter-Penrose_diag.ipynb) to download the worksheet file (ipynb format). To run it, you must start SageMath with the Jupyter notebook, via the command `sage -n jupyter`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*NB:* a version of SageMath at least equal to 7.5 is required to run this worksheet:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'SageMath version 8.3.rc0, Release Date: 2018-07-08'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "version()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we set up the notebook to display mathematical objects using LaTeX formatting:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%display latex" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spacetime\n", "\n", "We declare the spacetime manifold $M$:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4-dimensional differentiable manifold M\n" ] } ], "source": [ "M = Manifold(4, 'M')\n", "print(M)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Schwarzschild-Droste domain\n", "\n", "The domain of Schwarzschild-Droste coordinates is $M_{\\rm SD} = M_{\\rm I} \\cup M_{\\rm II}$:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "M_SD = M.open_subset('M_SD', latex_name=r'M_{\\rm SD}')\n", "M_I = M_SD.open_subset('M_I', latex_name=r'M_{\\rm I}')\n", "M_II = M_SD.open_subset('M_II', latex_name=r'M_{\\rm II}')\n", "M_SD.declare_union(M_I, M_II)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Schwarzschild-Droste coordinates $(t,r,\\theta,\\phi)$:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_SD, (t, r, th, ph))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_SD. = M_SD.chart(r't r:(0,+oo) th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "m = var('m', domain='real') ; assume(m>=0)\n", "X_SD.add_restrictions(r!=2*m)\n", "X_SD" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_I, (t, r, th, ph))" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_SD_I = X_SD.restrict(M_I, r>2*m)\n", "X_SD_I " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_II, (t, r, th, ph))" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_SD_II = X_SD.restrict(M_II, r<2*m)\n", "X_SD_II" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_SD, (t, r, th, ph))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M.default_chart()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "[Chart (M_SD, (t, r, th, ph)),\n", " Chart (M_I, (t, r, th, ph)),\n", " Chart (M_II, (t, r, th, ph))]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M.atlas()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Kruskal-Szekeres coordinates" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M, (T, X, th, ph))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_KS. = M.chart(r'T X th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "X_KS.add_restrictions(T^2 < 1 + X^2)\n", "X_KS" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_I, (T, X, th, ph))" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_KS_I = X_KS.restrict(M_I, [X>0, T-X]) ; X_KS_I " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_II, (T, X, th, ph))" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_KS_II = X_KS.restrict(M_II, [T>0, T>abs(X)]) ; X_KS_II" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "T = sqrt(1/2*r/m - 1)*e^(1/4*r/m)*sinh(1/4*t/m)\n", "X = sqrt(1/2*r/m - 1)*cosh(1/4*t/m)*e^(1/4*r/m)\n", "th = th\n", "ph = ph" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_I_to_KS = X_SD_I.transition_map(X_KS_I, [sqrt(r/(2*m)-1)*exp(r/(4*m))*sinh(t/(4*m)), \n", " sqrt(r/(2*m)-1)*exp(r/(4*m))*cosh(t/(4*m)), \n", " th, ph])\n", "SD_I_to_KS.display()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "T = sqrt(-1/2*r/m + 1)*cosh(1/4*t/m)*e^(1/4*r/m)\n", "X = sqrt(-1/2*r/m + 1)*e^(1/4*r/m)*sinh(1/4*t/m)\n", "th = th\n", "ph = ph" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_II_to_KS = X_SD_II.transition_map(X_KS_II, [sqrt(1-r/(2*m))*exp(r/(4*m))*cosh(t/(4*m)), \n", " sqrt(1-r/(2*m))*exp(r/(4*m))*sinh(t/(4*m)), \n", " th, ph])\n", "SD_II_to_KS.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot of Schwarzschild-Droste grid on $M_{\\rm I}$ in terms of KS coordinates" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "graph = X_SD_I.plot(X_KS, ambient_coords=(X,T), fixed_coords={th:pi/2,ph:pi}, \n", " ranges={t:(-10,10), r:(2.001,5)}, steps={t:1, r:0.5}, \n", " style={t:'--', r:'-'}, color='blue', parameters={m:1})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Adding the Schwarzschild horizon to the plot:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "hor = line([(0,0), (4,4)], color='black', thickness=2) \\\n", " + text(r'$\\mathscr{H}$', (3, 2.7), fontsize=20, color='black')" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 30 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hor2 = line([(0,0), (4,4)], color='black', thickness=2) \\\n", " + text(r'$\\mathscr{H}$', (2.95, 3.2), fontsize=20, color='black')\n", "region_labels = text(r'$\\mathscr{M}_{\\rm I}$', (2.4, 0.4), fontsize=20, color='blue') \n", "graph2 = graph + hor2 + region_labels\n", "show(graph2, xmin=-3, xmax=3, ymin=-3, ymax=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Adding the curvature singularity $r=0$ to the plot:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "sing = X_SD_II.plot(X_KS, fixed_coords={r:0, th:pi/2, ph:pi}, ambient_coords=(X,T), \n", " color='brown', thickness=4, style='--', parameters={m:1}) \\\n", " + text(r'$r=0$', (2.5, 3), rotation=45, fontsize=16, color='brown')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 58 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph += X_SD_II.plot(X_KS, ambient_coords=(X,T), fixed_coords={th:pi/2,ph:pi}, \n", " ranges={t:(-10,10), r:(0.001,1.999)}, steps={t:1, r:0.5}, \n", " style={t:'--', r:'-'}, color='steelblue', parameters={m:1})\n", "region_labels = text(r'$\\mathscr{M}_{\\rm I}$', (2.4, 0.4), fontsize=20, color='blue') + \\\n", " text(r'$\\mathscr{M}_{\\rm II}$', (0, 0.5), fontsize=20, color='steelblue') \n", "graph += hor + sing + region_labels\n", "show(graph, xmin=-3, xmax=3, ymin=-3, ymax=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extension to $M_{\\rm III}$ and $M_{\\rm IV}$" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_III, (T, X, th, ph))" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M_III = M.open_subset('M_III', latex_name=r'M_{\\rm III}', coord_def={X_KS: [X<0, X" ], "text/plain": [ "Chart (M_IV, (T, X, th, ph))" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M_IV = M.open_subset('M_IV', latex_name=r'M_{\\rm IV}', coord_def={X_KS: [T<0, T<-abs(X)]})\n", "X_KS_IV = X_KS.restrict(M_IV) ; X_KS_IV" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Schwarzschild-Droste coordinates in $M_{\\rm III}$ and $M_{\\rm IV}$:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "M_III_IV = M_III.union(M_IV)\n", "X_SD_III_IV. = M_III_IV.chart(r't r:(0,+oo) th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "X_SD_III_IV.add_restrictions(r!=2*m)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_III, (t, r, th, ph))" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_SD_III = X_SD_III_IV.restrict(M_III, r>2*m)\n", "X_SD_III " ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_IV, (t, r, th, ph))" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_SD_IV = X_SD_III_IV.restrict(M_IV, r<2*m)\n", "X_SD_IV" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "T = -sqrt(1/2*r/m - 1)*e^(1/4*r/m)*sinh(1/4*t/m)\n", "X = -sqrt(1/2*r/m - 1)*cosh(1/4*t/m)*e^(1/4*r/m)\n", "th = th\n", "ph = ph" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_III_to_KS = X_SD_III.transition_map(X_KS_III, [-sqrt(r/(2*m)-1)*exp(r/(4*m))*sinh(t/(4*m)), \n", " - sqrt(r/(2*m)-1)*exp(r/(4*m))*cosh(t/(4*m)), \n", " th, ph])\n", "SD_III_to_KS.display()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "T = -sqrt(-1/2*r/m + 1)*cosh(1/4*t/m)*e^(1/4*r/m)\n", "X = -sqrt(-1/2*r/m + 1)*e^(1/4*r/m)*sinh(1/4*t/m)\n", "th = th\n", "ph = ph" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_IV_to_KS = X_SD_IV.transition_map(X_KS_IV, [-sqrt(1-r/(2*m))*exp(r/(4*m))*cosh(t/(4*m)), \n", " -sqrt(1-r/(2*m))*exp(r/(4*m))*sinh(t/(4*m)), \n", " th, ph])\n", "SD_IV_to_KS.display()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Standard compactified coordinates\n", "\n", "The coordinates $(\\hat T, \\hat X, \\theta, \\varphi)$ associated with the conformal compactification of the Schwarzschild spacetime are" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M, (T1, X1, th, ph))" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_C. = M.chart(r'T1:(-pi/2,pi/2):\\hat{T} X1:(-pi,pi):\\hat{X} th:(0,pi):\\theta ph:(0,2*pi):\\varphi')\n", "X_C.add_restrictions([-pi+abs(X1)" ], "text/plain": [ "T1 = arctan(T + X) + arctan(T - X)\n", "X1 = arctan(T + X) - arctan(T - X)\n", "th = th\n", "ph = ph" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "KS_to_C = X_KS.transition_map(X_C, [atan(T+X)+atan(T-X),\n", " atan(T+X)-atan(T-X), \n", " th, ph])\n", "print(KS_to_C)\n", "KS_to_C.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Transition map between the Schwarzschild-Droste chart and the chart of compactified coordinates\n", "\n", "The transition map is obtained by composition of previously defined ones:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Change of coordinates from Chart (M_I, (t, r, th, ph)) to Chart (M_I, (T1, X1, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "T1 = arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m)) + arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m))\n", "X1 = arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m)) - arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m))\n", "th = th\n", "ph = ph" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_I_to_C = KS_to_C.restrict(M_I) * SD_I_to_KS\n", "print(SD_I_to_C)\n", "SD_I_to_C.display()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Change of coordinates from Chart (M_II, (t, r, th, ph)) to Chart (M_II, (T1, X1, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "T1 = arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m)) - arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m))\n", "X1 = arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m)) + arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m))\n", "th = th\n", "ph = ph" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_II_to_C = KS_to_C.restrict(M_II) * SD_II_to_KS\n", "print(SD_II_to_C)\n", "SD_II_to_C.display()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Change of coordinates from Chart (M_III, (t, r, th, ph)) to Chart (M_III, (T1, X1, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "T1 = -arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m)) - arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m))\n", "X1 = -arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m)) + arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(-2*m + r)/sqrt(m))\n", "th = th\n", "ph = ph" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_III_to_C = KS_to_C.restrict(M_III) * SD_III_to_KS\n", "print(SD_III_to_C)\n", "SD_III_to_C.display()" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Change of coordinates from Chart (M_IV, (t, r, th, ph)) to Chart (M_IV, (T1, X1, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "T1 = -arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m)) + arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m))\n", "X1 = -arctan(1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) + sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m)) - arctan(-1/2*(sqrt(2)*cosh(1/4*t/m)*e^(1/4*r/m) - sqrt(2)*e^(1/4*r/m)*sinh(1/4*t/m))*sqrt(2*m - r)/sqrt(m))\n", "th = th\n", "ph = ph" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SD_IV_to_C = KS_to_C.restrict(M_IV) * SD_IV_to_KS\n", "print(SD_IV_to_C)\n", "SD_IV_to_C.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Carter-Penrose diagram\n", "\n", "The diagram is obtained by plotting the curves of constant Schwarzschild-Droste coordinates with respect to the compactified chart." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "r_tab = [2.01*m, 2.1*m, 2.5*m, 4*m, 8*m, 12*m, 20*m, 100*m]\n", "curves_t = dict()\n", "for r0 in r_tab:\n", " curves_t[r0] = M.curve({X_SD_I: [t, r0, pi/2, pi]}, (t,-oo,+oo))\n", " curves_t[r0].coord_expr(X_C.restrict(M_I))" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "scrolled": true }, "outputs": [], "source": [ "graph_t = Graphics()\n", "for r0 in r_tab:\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-150, -10), \n", " parameters={m:1}, plot_points=100, color='blue', style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-10, 10), \n", " parameters={m:1}, plot_points=100, color='blue', style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(10, 150), \n", " parameters={m:1}, plot_points=100, color='blue', style='--')" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "t_tab = [-50*m, -20*m, -10*m, -5*m, -2*m, 0, 2*m, 5*m, 10*m, 20*m, 50*m]\n", "curves_r = dict()\n", "for t0 in t_tab:\n", " curves_r[t0] = M.curve({X_SD_I: [t0, r, pi/2, pi]}, (r, 2*m, +oo))\n", " curves_r[t0].coord_expr(X_C.restrict(M_I))" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "graph_r = Graphics()\n", "for t0 in t_tab:\n", " graph_r += curves_r[t0].plot(X_C, ambient_coords=(X1,T1), prange=(2.0001, 4), \n", " parameters={m:1}, plot_points=100, color='blue') \n", " graph_r += curves_r[t0].plot(X_C, ambient_coords=(X1,T1), prange=(4, 1000), \n", " parameters={m:1}, plot_points=100, color='blue')" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "bifhor = line([(-pi/2,-pi/2), (pi/2,pi/2)], color='black', thickness=3) + \\\n", " line([(-pi/2,pi/2), (pi/2,-pi/2)], color='black', thickness=3) + \\\n", " text(r'$\\mathscr{H}$', (1, 1.2), fontsize=20, color='black')" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "sing1 = X_SD_II.plot(X_C, fixed_coords={r:0, th:pi/2, ph:pi}, ambient_coords=(X1,T1),\n", " max_range=200, number_values=30, color='brown', thickness=3, \n", " style='--', parameters={m:1}) + \\\n", " text(r'$r=0$', (0.4, 1.7), fontsize=16, color='brown')\n", "sing2 = X_SD_IV.plot(X_C, fixed_coords={r:0, th:pi/2, ph:pi}, ambient_coords=(X1,T1),\n", " max_range=200, number_values=30, color='brown', thickness=3, \n", " style='--', parameters={m:1}) + \\\n", " text(r\"$r'=0$\", (0.4, -1.7), fontsize=16, color='brown')\n", "sing = sing1 + sing2" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "scri = line([(pi,0), (pi/2,pi/2)], color='green', thickness=3) + \\\n", " text(r\"$\\mathscr{I}^+$\", (2.6, 0.9), fontsize=20, color='green') + \\\n", " line([(pi/2, -pi/2), (pi,0)], color='green', thickness=3) + \\\n", " text(r\"$\\mathscr{I}^-$\", (2.55, -0.9), fontsize=20, color='green') + \\\n", " line([(-pi,0), (-pi/2,pi/2)], color='green', thickness=3) + \\\n", " text(r\"${\\mathscr{I}'}^+$\", (-2.55, 0.9), fontsize=20, color='green') + \\\n", " line([(-pi/2, -pi/2), (-pi,0)], color='green', thickness=3) + \\\n", " text(r\"${\\mathscr{I}'}^-$\", (-2.6, -0.9), fontsize=20, color='green')" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "region_labels = text(r'$\\mathscr{M}_{\\rm I}$', (2, 0.4), fontsize=20, color='blue', \n", " background_color='white') + \\\n", " text(r'$\\mathscr{M}_{\\rm II}$', (0.4, 1), fontsize=20, color='steelblue',\n", " background_color='white') + \\\n", " text(r'$\\mathscr{M}_{\\rm III}$', (-2, 0.4), fontsize=20, color='chocolate',\n", " background_color='white') + \\\n", " text(r'$\\mathscr{M}_{\\rm IV}$', (0.4, -1), fontsize=20, color='gold',\n", " background_color='white')" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 61 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = graph_t + graph_r\n", "show(graph + bifhor + sing + scri, aspect_ratio=1)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "r_tab = [0.1*m, 0.5*m, m, 1.25*m, 1.5*m, 1.7*m, 1.9*m, 1.98*m]\n", "curves_t = dict()\n", "for r0 in r_tab:\n", " curves_t[r0] = M.curve({X_SD_II: [t, r0, pi/2, pi]}, (t,-oo,+oo))\n", " curves_t[r0].coord_expr(X_C.restrict(M_II))" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "graph_t = Graphics()\n", "for r0 in r_tab:\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-150, -2), \n", " parameters={m:1}, plot_points=50, color='steelblue', \n", " style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-2, 2), \n", " parameters={m:1}, plot_points=50, color='steelblue', \n", " style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(2, 150), \n", " parameters={m:1}, plot_points=50, color='steelblue', \n", " style='--')" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "t_tab = [-20*m, -10*m, -5*m, -2*m, 0, 2*m, 5*m, 10*m, 20*m]\n", "curves_r = dict()\n", "for t0 in t_tab:\n", " curves_r[t0] = M.curve({X_SD_II: [t0, r, pi/2, pi]}, (r, 0, 2*m))\n", " curves_r[t0].coord_expr(X_C.restrict(M_II))" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "graph_r = Graphics()\n", "for t0 in t_tab:\n", " graph_r += curves_r[t0].plot(X_C, ambient_coords=(X1,T1), prange=(0.001, 1.9999), \n", " parameters={m:1}, plot_points=100, color='steelblue') " ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 98 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph += graph_t + graph_r\n", "show(graph + bifhor + sing + scri + region_labels, aspect_ratio=1)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "r_tab = [2.01*m, 2.1*m, 2.5*m, 4*m, 8*m, 12*m, 20*m, 100*m]\n", "curves_t = dict()\n", "for r0 in r_tab:\n", " curves_t[r0] = M.curve({X_SD_III: [t, r0, pi/2, pi]}, (t,-oo,+oo))\n", " curves_t[r0].coord_expr(X_C.restrict(M_III))" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [], "source": [ "graph_t = Graphics()\n", "for r0 in r_tab:\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-150, -10), \n", " parameters={m:1}, plot_points=100, color='chocolate', \n", " style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-10, 10), \n", " parameters={m:1}, plot_points=100, color='chocolate', \n", " style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(10, 150), \n", " parameters={m:1}, plot_points=100, color='chocolate',\n", " style='--')" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "t_tab = [-50*m, -20*m, -10*m, -5*m, -2*m, 0, 2*m, 5*m, 10*m, 20*m, 50*m]\n", "curves_r = dict()\n", "for t0 in t_tab:\n", " curves_r[t0] = M.curve({X_SD_III: [t0, r, pi/2, pi]}, (r, 2*m, +oo))\n", " curves_r[t0].coord_expr(X_C.restrict(M_III))" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [], "source": [ "graph_r = Graphics()\n", "for t0 in t_tab:\n", " graph_r += curves_r[t0].plot(X_C, ambient_coords=(X1,T1), prange=(2.0001, 4), \n", " parameters={m:1}, plot_points=100, color='chocolate') \n", " graph_r += curves_r[t0].plot(X_C, ambient_coords=(X1,T1), prange=(4, 1000), \n", " parameters={m:1}, plot_points=100, color='chocolate')" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 144 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph += graph_t + graph_r\n", "show(graph + bifhor + sing + scri + region_labels, aspect_ratio=1)" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [], "source": [ "r_tab = [0.1*m, 0.5*m, m, 1.25*m, 1.5*m, 1.7*m, 1.9*m, 1.98*m]\n", "curves_t = dict()\n", "for r0 in r_tab:\n", " curves_t[r0] = M.curve({X_SD_IV: [t, r0, pi/2, pi]}, (t,-oo,+oo))\n", " curves_t[r0].coord_expr(X_C.restrict(M_IV))" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [], "source": [ "graph_t = Graphics()\n", "for r0 in r_tab:\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-150, -2), \n", " parameters={m:1}, plot_points=50, color='gold', style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(-2, 2), \n", " parameters={m:1}, plot_points=50, color='gold', style='--')\n", " graph_t += curves_t[r0].plot(X_C, ambient_coords=(X1,T1), prange=(2, 150), \n", " parameters={m:1}, plot_points=50, color='gold', style='--')" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "t_tab = [-20*m, -10*m, -5*m, -2*m, 0, 2*m, 5*m, 10*m, 20*m]\n", "curves_r = dict()\n", "for t0 in t_tab:\n", " curves_r[t0] = M.curve({X_SD_IV: [t0, r, pi/2, pi]}, (r, 0, 2*m))\n", " curves_r[t0].coord_expr(X_C.restrict(M_IV))" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [], "source": [ "graph_r = Graphics()\n", "for t0 in t_tab:\n", " graph_r += curves_r[t0].plot(X_C, ambient_coords=(X1,T1), prange=(0.001, 1.9999), \n", " parameters={m:1}, plot_points=100, color='gold') " ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 177 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph += graph_t + graph_r\n", "graph += bifhor + sing + scri + region_labels\n", "show(graph, aspect_ratio=1)" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [], "source": [ "graph.save('max_carter-penrose-std.pdf', aspect_ratio=1)" ] } ], "metadata": { "kernelspec": { "display_name": "SageMath 8.3.rc0", "language": "", "name": "sagemath" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.15" } }, "nbformat": 4, "nbformat_minor": 1 }