{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Anti-de Sitter spacetime\n", "\n", "This worksheet demonstrates a few capabilities of SageMath in computations regarding the 4-dimensional anti-de Sitter spacetime. The corresponding tools have been developed within the [SageManifolds](http://sagemanifolds.obspm.fr) project (version 1.2, as included in SageMath 8.2).\n", "\n", "Click [here](https://raw.githubusercontent.com/sagemanifolds/SageManifolds/master/Worksheets/v1.2/SM_AdS.ipynb) to download the worksheet file (ipynb format). To run it, you must start SageMath within the Jupyter notebook, via the command `sage -n jupyter`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*NB:* a version of SageMath at least equal to 8.2 is required to run this worksheet:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'SageMath version 8.2, Release Date: 2018-05-05'" ] }, "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 rendering:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%display latex" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also define a viewer for 3D plots (use `'threejs'` or `'jmol'` for interactive 3D graphics):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "viewer3D = 'threejs' # must be 'threejs', 'jmol', 'tachyon' or None (default)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spacetime manifold\n", "\n", "We declare the anti-de Sitter spacetime as a 4-dimensional Lorentzian manifold:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4-dimensional Lorentzian manifold M\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "4-dimensional Lorentzian manifold M" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M = Manifold(4, 'M', r'\\mathcal{M}', structure='Lorentzian')\n", "print(M); M" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

We consider hyperbolic coordinates $(\\tau,\\rho,\\theta,\\phi)$ on $\\mathcal{M}$. Allowing for the standard coordinate singularities at $\\rho=0$, $\\theta=0$ or $\\theta=\\pi$, these coordinates cover the entire spacetime manifold (which is topologically $\\mathbb{R}^4$). If we restrict ourselves to regular coordinates (i.e. to considering only mathematically well defined charts), the hyperbolic coordinates cover only an open part of $\\mathcal{M}$, which we call $\\mathcal{M}_0$, on which $\\rho$ spans the open interval $(0,+\\infty)$, $\\theta$ the open interval $(0,\\pi)$ and $\\phi$ the open interval $(0,2\\pi)$. Therefore, we declare:

" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Chart (M_0, (ta, rh, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_0, (ta, rh, th, ph))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M0 = M.open_subset('M_0', r'\\mathcal{M}_0' )\n", "X_hyp. = M0.chart(r'ta:\\tau rh:(0,+oo):\\rho th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "print(X_hyp) ; X_hyp" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta: (-oo, +oo); rh: (0, +oo); th: (0, pi); ph: (0, 2*pi)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_hyp.coord_range()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## $\\mathbb{R}^{2,3}$ as an ambient space\n", "The AdS metric can be defined as that induced by the immersion of $\\mathcal{M}$ in $\\mathbb{R}^{2,3}$, the latter being nothing but $\\mathbb{R}^5$ equipped with a flat pseudo-Riemannian metric of signature $(-,-,+,+,+)$. Let us construct $\\mathbb{R}^{2,3}$ as a 5-dimensional manifold covered by canonical coordinates:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Chart (R23, (U, V, X, Y, Z))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (R23, (U, V, X, Y, Z))" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "R23 = Manifold(5, 'R23', r'\\mathbb{R}^{2,3}', structure='pseudo-Riemannian', signature=1, \n", " metric_name='h')\n", "X23. = R23.chart()\n", "print(X23); X23" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We define the pseudo-Riemannian metric of $\\mathbb{R}^{2,3}$:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "h = -dU*dU - dV*dV + dX*dX + dY*dY + dZ*dZ" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "h = R23.metric()\n", "h[0,0], h[1,1], h[2,2], h[3,3], h[4,4] = -1, -1, 1, 1, 1\n", "h.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The AdS immersion into $\\mathbb{R}^{2,3}$ is defined as a differential map $\\Phi$ from $\\mathcal{M}$ to $\\mathbb{R}^{2,3}$, by providing its expression in terms of $\\mathcal{M}$'s default chart (which is X_hyp = $(\\mathcal{M}_0,(\\tau,\\rho,\\theta,\\phi))$ ) and $\\mathbb{R}^{2,3}$'s default chart (which is X23 = $(\\mathbb{R}^{2,3},(U,V,X,Y,Z))$ ):" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map Phi from the 4-dimensional Lorentzian manifold M to the 5-dimensional pseudo-Riemannian manifold R23\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Phi: M --> R23\n", "on M_0: (ta, rh, th, ph) |--> (U, V, X, Y, Z) = (l*cos(ta/l)*cosh(rh), l*cosh(rh)*sin(ta/l), l*cos(ph)*sin(th)*sinh(rh), l*sin(ph)*sin(th)*sinh(rh), l*cos(th)*sinh(rh))" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "var('l', latex_name=r'\\ell', domain='real')\n", "assume(l>0)\n", "Phi = M.diff_map(R23, [l*cosh(rh)*cos(ta/l),\n", " l*cosh(rh)*sin(ta/l),\n", " l*sinh(rh)*sin(th)*cos(ph),\n", " l*sinh(rh)*sin(th)*sin(ph),\n", " l*sinh(rh)*cos(th)],\n", " name='Phi', latex_name=r'\\Phi')\n", "print(Phi); Phi.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The constant $\\ell$ is the AdS length parameter. Considering AdS metric as a solution of vacuum Einstein equation with negative cosmological constant $\\Lambda$, one has $\\ell = \\sqrt{-3/\\Lambda}$.\n", "\n", "Let us evaluate the image of a point via the map $\\Phi$:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Point p on the 4-dimensional Lorentzian manifold M\n" ] } ], "source": [ "p = M((ta, rh, th, ph), name='p'); print(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The coordinates of $p$ in the chart `X_hyp`:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "(ta, rh, th, ph)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_hyp(p)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Point Phi(p) on the 5-dimensional pseudo-Riemannian manifold R23\n" ] } ], "source": [ "q = Phi(p); print(q)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "(l*cos(ta/l)*cosh(rh),\n", " l*cosh(rh)*sin(ta/l),\n", " l*cos(ph)*sin(th)*sinh(rh),\n", " l*sin(ph)*sin(th)*sinh(rh),\n", " l*cos(th)*sinh(rh))" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X23(q)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The image of $\\mathcal{M}$ by the immersion $\\Phi$ is a hyperboloid of one sheet, of equation $$-U^2-V^2+X^2+Y^2+Z^2=-\\ell^2.$$\n", "Indeed:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "-l^2" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(Uq,Vq,Xq,Yq,Zq) = X23(q)\n", "s = - Uq^2 - Vq^2 + Xq^2 + Yq^2 + Zq^2\n", "s.simplify_full()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We may use the immersion $\\Phi$ to draw the coordinate grid $(\\tau,\\rho)$ in terms of the coordinates $(U,V,X)$ for $\\theta=\\pi/2$ and $\\phi=0$ ($X\\geq 0$ part) or $\\phi=\\pi$ \n", "($X\\leq 0$ part). The red (rep. grey) curves are those for which $\\rho={\\rm const}$ \n", "(resp. $\\tau={\\rm const}$):" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph_hyp = X_hyp.plot(X23, mapping=Phi, ambient_coords=(V,X,U), fixed_coords={th:pi/2, ph:0}, \n", " ranges={ta:(0,2*pi), rh:(0,2)}, number_values=9, \n", " color={ta:'red', rh:'grey'}, thickness=2, parameters={l:1}, \n", " label_axes=False) # phi = 0 => X > 0 part\n", "graph_hyp += X_hyp.plot(X23, mapping=Phi, ambient_coords=(V,X,U), fixed_coords={th:pi/2, ph:pi},\n", " ranges={ta:(0,2*pi), rh:(0,2)}, number_values=9, \n", " color={ta:'red', rh:'grey'}, thickness=2, parameters={l:1}, \n", " label_axes=False) # phi = pi => X < 0 part\n", "show(graph_hyp, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['V','X','U'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To have a nicer picture, we add the plot of the hyperboloid obtained by `parametric_plot` with $(\\tau,\\rho)$ as parameters and the expressions of $(U,V,X)$ in terms of $(\\tau,\\rho)$ deduced from the coordinate representation of $\\Phi$:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Coordinate functions (l*cos(ta/l)*cosh(rh), l*cosh(rh)*sin(ta/l), l*cos(ph)*sin(th)*sinh(rh), l*sin(ph)*sin(th)*sinh(rh), l*cos(th)*sinh(rh)) on the Chart (M_0, (ta, rh, th, ph))" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.coord_functions() # the default pair of charts (X_hyp, X23) is assumed" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "(cos(ta)*cosh(rh), cosh(rh)*sin(ta), sinh(rh))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Ug = Phi.coord_functions()[0](ta,rh,pi/2,0).subs({l:1}) # l=1 substituted to have numerical values\n", "Vg = Phi.coord_functions()[1](ta,rh,pi/2,0).subs({l:1})\n", "Xg = Phi.coord_functions()[2](ta,rh,pi/2,0).subs({l:1})\n", "Ug, Vg, Xg" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hyperboloid = parametric_plot3d([Vg, Xg, Ug], (ta,0,2*pi), (rh,-2,2), color=(1.,1.,0.9))\n", "graph_hyp += hyperboloid\n", "show(graph_hyp, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['V','X','U'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spacetime metric" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As mentionned above, the AdS metric $g$ on $\\mathcal{M}$ is that induced by the flat metric $h$ on $\\mathbb{R}^{2,3}$, i.e.$g$ is the pullback of $h$ by the differentiable map $\\Phi$:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "g = M.metric()\n", "g.set( Phi.pullback(h) )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

The expression of $g$ in terms of $\\mathcal{M}$'s default frame is found to be

" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -cosh(rh)^2 dta*dta + l^2 drh*drh + l^2*sinh(rh)^2 dth*dth + l^2*sin(th)^2*sinh(rh)^2 dph*dph" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.display()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "[ -cosh(rh)^2 0 0 0]\n", "[ 0 l^2 0 0]\n", "[ 0 0 l^2*sinh(rh)^2 0]\n", "[ 0 0 0 l^2*sin(th)^2*sinh(rh)^2]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g[:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Curvature

\n", "

The Riemann tensor of $g$ is

" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tensor field Riem(g) of type (1,3) on the 4-dimensional Lorentzian manifold M\n" ] } ], "source": [ "Riem = g.riemann()\n", "print(Riem)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Riem(g)^ta_rh,ta,rh = -1 \n", "Riem(g)^ta_th,ta,th = -sinh(rh)^2 \n", "Riem(g)^ta_ph,ta,ph = -sin(th)^2*sinh(rh)^2 \n", "Riem(g)^rh_ta,ta,rh = -cosh(rh)^2/l^2 \n", "Riem(g)^rh_th,rh,th = -sinh(rh)^2 \n", "Riem(g)^rh_ph,rh,ph = -sin(th)^2*sinh(rh)^2 \n", "Riem(g)^th_ta,ta,th = -cosh(rh)^2/l^2 \n", "Riem(g)^th_rh,rh,th = 1 \n", "Riem(g)^th_ph,th,ph = -sin(th)^2*sinh(rh)^2 \n", "Riem(g)^ph_ta,ta,ph = -cosh(rh)^2/l^2 \n", "Riem(g)^ph_rh,rh,ph = 1 \n", "Riem(g)^ph_th,th,ph = sinh(rh)^2 " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Riem.display_comp(only_nonredundant=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

The Ricci tensor:

" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Field of symmetric bilinear forms Ric(g) on the 4-dimensional Lorentzian manifold M\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Ric(g) = 3*cosh(rh)^2/l^2 dta*dta - 3 drh*drh - 3*sinh(rh)^2 dth*dth - 3*sin(th)^2*sinh(rh)^2 dph*dph" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Ric = g.ricci()\n", "print(Ric)\n", "Ric.display()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "[ 3*cosh(rh)^2/l^2 0 0 0]\n", "[ 0 -3 0 0]\n", "[ 0 0 -3*sinh(rh)^2 0]\n", "[ 0 0 0 -3*sin(th)^2*sinh(rh)^2]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Ric[:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

The Ricci scalar:

" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scalar field r(g) on the 4-dimensional Lorentzian manifold M\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "r(g): M --> R\n", "on M_0: (ta, rh, th, ph) |--> -12/l^2" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "R = g.ricci_scalar()\n", "print(R)\n", "R.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We recover the fact that AdS spacetime has a constant curvature. It is indeed a **maximally symmetric space**. In particular, the Riemann tensor is expressible as\n", "$$ R^i_{\\ \\, jlk} = \\frac{R}{n(n-1)} \\left( \\delta^i_{\\ \\, k} g_{jl} - \\delta^i_{\\ \\, l} g_{jk} \\right), $$\n", "where $n$ is the dimension of $\\mathcal{M}$: $n=4$ in the present case. Let us check this formula here, under the form $R^i_{\\ \\, jlk} = -\\frac{R}{6} g_{j[k} \\delta^i_{\\ \\, l]}$:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "True" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "delta = M.tangent_identity_field() \n", "Riem == - (R/6)*(g*delta).antisymmetrize(2,3) # 2,3 = last positions of the type-(1,3) tensor g*delta" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We may also check that AdS metric is a solution of the vacuum **Einstein equation** with (negative) cosmological constant $\\Lambda = - 3/\\ell^2$:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "True" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Lambda = -3/l^2\n", "Ric - 1/2*R*g + Lambda*g == 0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Radial null geodesics\n", "\n", "Null geodesics that are radial with respect to coordinates $(\\tau,\\rho,\\theta,\\phi)$ obey\n", "$$ \\tau = \\pm 2 \\ell \\left( \\mathrm{atan} \\left(\\mathrm{e}^\\rho\\right) - \\frac{\\pi}{4} \\right) + \\tau_0,$$\n", "where $\\tau_0$ is a constant (the value of $\\tau$ at $\\rho=0$). Note that, due to the homogeneity of AdS spacetime, any null geodesic is a \"radial\" geodesic with respect to some coordinate system $(\\tau',\\rho',\\theta',\\phi')$, as in Minkowski spacetime, any null geodesic is a straight line and one can always find a Minkowskian coordinate system $(t',x',y',z')$ with respect to which the null geodesic is radial.\n", "\n", "Let us consider two finite families of radial null geodesics having $\\theta=\\pi/2$ and $\\phi=0$ or $\\pi$: \n", "- `null_geod1` has $\\phi=\\pi$ when $\\tau< 0$ and $\\phi=0$ when $\\tau>0$\n", "- `null_geod2` has $\\phi=0$ when $\\tau<0$ and $\\phi=\\pi$ when $\\tau>0$" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "lamb = var('lamb', latex_name=r'\\lambda')\n", "null_geod1 = [M.curve({X_hyp: [2*sgn(lamb)*l*(atan(exp(abs(lamb))) - pi/4) + 2*pi*(i-4)/8, \n", " abs(lamb), pi/2, pi*unit_step(-lamb)]}, \n", " (lamb, -oo, +oo)) for i in range(9)]\n", "null_geod2 = [M.curve({X_hyp: [2*sgn(lamb)*l*(atan(exp(abs(lamb))) - pi/4) + 2*pi*(i-4)/8, \n", " abs(lamb), pi/2, pi*unit_step(lamb)]}, \n", " (lamb, -oo, +oo)) for i in range(9)]\n", "null_geods = null_geod1 + null_geod2" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Curve in the 4-dimensional Lorentzian manifold M\n" ] } ], "source": [ "print(null_geods[0])" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "R --> M\n", " lamb |--> (ta, rh, th, ph) = (-pi - 1/2*(pi - 4*arctan(e^abs(lamb)))*l*sgn(lamb), abs(lamb), 1/2*pi, pi*unit_step(-lamb))" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "null_geods[0].display()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "R --> M\n", " lamb |--> (ta, rh, th, ph) = (-pi - 1/2*(pi - 4*arctan(e^abs(lamb)))*l*sgn(lamb), abs(lamb), 1/2*pi, pi*unit_step(lamb))" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "null_geods[9].display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To graphically display these geodesics, we introduce a Cartesian-like coordinate system\n", "$(\\tau,x_\\rho,y_\\rho,z_\\rho)$ linked to $(\\tau,\\rho,\\theta,\\phi)$ by the standard formulas:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta = ta\n", "x_rho = rh*cos(ph)*sin(th)\n", "y_rho = rh*sin(ph)*sin(th)\n", "z_rho = rh*cos(th)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_hyp_graph. = M0.chart(r'ta:\\tau x_rho:x_\\rho y_rho:y_\\rho z_rho:z_\\rho')\n", "hyp_to_hyp_graph = X_hyp.transition_map(X_hyp_graph, [ta, rh*sin(th)*cos(ph), \n", " rh*sin(th)*sin(ph), rh*cos(th)])\n", "hyp_to_hyp_graph.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us plot the null geodesics in terms of the coordinates $(\\tau,x_\\rho)$:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 36 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph_2d = Graphics()\n", "for geod in null_geods:\n", " geod.expr(geod.domain().canonical_chart(), X_hyp_graph)\n", " graph_2d += geod.plot(X_hyp_graph, ambient_coords=(x_rho,ta), prange=(-4,4),\n", " parameters={l:1}, color='green', thickness=1.5)\n", "graph_2d += X_hyp_graph.plot(X_hyp_graph, ambient_coords=(x_rho,ta), \n", " fixed_coords={th:0, ph:pi}, \n", " ranges={ta:(-pi,pi), x_rho:(-4,4)}, \n", " number_values={ta: 9, x_rho: 9},\n", " color={ta:'red', x_rho:'grey'}, parameters={l:1})\n", "show(graph_2d, aspect_ratio=1, ymin=-pi, ymax=pi)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also get a 3D view of the radial null geodesics via the isometric immersion $\\Phi$:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph_3d = Graphics()\n", "for geod in null_geods:\n", " graph_3d += geod.plot(X23, mapping=Phi, ambient_coords=(V,X,U), prange=(-2,2),\n", " parameters={l:1}, color='green', thickness=2, \n", " plot_points=20, label_axes=False)\n", "show(graph_3d+graph_hyp, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['V','X','U'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We notice that the image by $\\Phi$ of the null geodesics are straight lines of $\\mathbb{R}^{2,3}$.\n", "This is not surprising since $\\Phi$ is an isometric immersion and the null geodesics of\n", "$\\mathbb{R}^{2,3}$ are straight lines. Note that the two considered families of null geodesics of $\\mathrm{AdS}_4$ \n", "rule the hyperboloid (remember that a hyperboloid of one sheet is a ruled surface). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A timelike geodesic\n", "\n", "Let us consider a timelike geodesic:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "R --> M\n", " ta |--> (ta, rh, th, ph) = (ta, abs(arctanh(4/5*sin(ta/l))), 1/2*pi, pi*unit_step(frac(1/2*ta/(pi*l)) - 1/2))\n", " ta |--> (ta, x_rho, y_rho, z_rho) = (ta, abs(arctanh(4/5*sin(ta/l)))*cos(pi*unit_step(frac(1/2*ta/(pi*l)) - 1/2)), abs(arctanh(4/5*sin(ta/l)))*sin(pi*unit_step(frac(1/2*ta/(pi*l)) - 1/2)), 0)" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "time_geod = M.curve({X_hyp: [ta, abs(atanh(4*sin(ta/l)/5)), pi/2, \n", " pi*unit_step(frac(ta/(2*pi*l))-1/2)]}, \n", " (ta, -oo, +oo))\n", "time_geod.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "and draw it in terms of the $(\\tau,x_\\rho)$ coordinates:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 37 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = time_geod.plot(X_hyp_graph, ambient_coords=(x_rho,ta), plot_points=800,\n", " parameters={l:1}, color='purple', thickness=2)\n", "show(graph+graph_2d, aspect_ratio=1, ymin=-pi, ymax=pi)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us superpose the timelike geodesic to the 3D plot obtained via the immersion $\\Phi$ of AdS$_4$ in $\\mathbb{R}^{2,3}$:" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph_3d += time_geod.plot(X23, mapping=Phi, ambient_coords=(V,X,U), prange=(0,2*pi),\n", " parameters={l:1}, color='purple', thickness=2, \n", " label_axes=False)\n", "show(graph_3d+graph_hyp, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['V','X','U'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We notice that the immersed timelike geodesic looks like an ellipse. It is actually a *circle* of $\\mathbb{R}^{2,3}$, as we can see by considering its restriction to $\\tau\\in(0,\\pi)$ (this avoids absolute values and step functions and therefore ease the simplifications):" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "(0, pi) --> M\n", " ta |--> (ta, rh, th, ph) = (ta, arctanh(4/5*sin(ta/l)), 1/2*pi, 0)\n", " ta |--> (ta, x_rho, y_rho, z_rho) = (ta, arctanh(4/5*sin(ta/l)), 0, 0)" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "time_geod_partial = M.curve({X_hyp: [ta, atanh(4*sin(ta/l)/5), pi/2, 0]}, \n", " (ta, 0, pi))\n", "time_geod_partial.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The immersed curve:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "(0, pi) --> R23\n", " ta |--> (U, V, X, Y, Z) = (5*l*cos(ta/l)/(sqrt(4*sin(ta/l) + 5)*sqrt(-4*sin(ta/l) + 5)), 5*l*sin(ta/l)/(sqrt(4*sin(ta/l) + 5)*sqrt(-4*sin(ta/l) + 5)), 4*l*sin(ta/l)/(sqrt(4*sin(ta/l) + 5)*sqrt(-4*sin(ta/l) + 5)), 0, 0)" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(Phi*time_geod_partial).display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The position vector with respect to the origin of $\\mathbb{R}^{2,3}$:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "v = 5*l*cos(ta/l)/(sqrt(4*sin(ta/l) + 5)*sqrt(-4*sin(ta/l) + 5)) d/dU + 5*l*sin(ta/l)/(sqrt(4*sin(ta/l) + 5)*sqrt(-4*sin(ta/l) + 5)) d/dV + 4*l*sin(ta/l)/(sqrt(4*sin(ta/l) + 5)*sqrt(-4*sin(ta/l) + 5)) d/dX" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "v = R23.vector_field(name='v')\n", "v[:] = (Phi*time_geod_partial).expr()\n", "v.display()" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "h(v,v): R23 --> R\n", " (U, V, X, Y, Z) |--> -l^2" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "h(v,v).display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since $v$ has a constant (negative) squared norm, we conclude that the immersed timelike geodesic is a \"circle\" of $\\mathbb{R}^{2,3}$. This circle is nothing but the intersection of the hyperboloid with a 2-plane through the origin. Note also that the straight line representing the immersed null geodesics are also intersections of the hyperboloid with some 2-planes through the origin, but with a different inclination. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## \"Static\" coordinates\n", "Let us introduce coordinates $(\\tau,R,\\theta,\\phi)$ on the AdS spacetime via the simple coordinate change\n", "$$R = \\ell \\sinh(\\rho) $$\n", "Despite the $(\\tau,\\rho,\\theta,\\phi)$ coordinates are as adapted to the spacetime staticity as the $(\\tau,R,\\theta,\\phi)$ coordinates, the latter ones are usually called \"static\" coordinates." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Chart (M_0, (ta, R, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_0, (ta, R, th, ph))" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_stat. = M0.chart(r'ta:\\tau R:(0,+oo) th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "print(X_stat); X_stat" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta: (-oo, +oo); R: (0, +oo); th: (0, pi); ph: (0, 2*pi)" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_stat.coord_range()" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta = ta\n", "R = l*sinh(rh)\n", "th = th\n", "ph = ph" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hyp_to_stat = X_hyp.transition_map(X_stat, [ta, l*sinh(rh), th, ph])\n", "hyp_to_stat.display()" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Check of the inverse coordinate transformation:\n", " ta == ta\n", " rh == arcsinh(sinh(rh))\n", " th == th\n", " ph == ph\n", " ta == ta\n", " R == R\n", " th == th\n", " ph == ph\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "ta = ta\n", "rh = arcsinh(R/l)\n", "th = th\n", "ph = ph" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hyp_to_stat.set_inverse(ta, asinh(R/l), th, ph, verbose=True)\n", "stat_to_hyp = hyp_to_stat.inverse()\n", "stat_to_hyp.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expression of the metric tensor in the new coordinates is" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -(R^2 + l^2)/l^2 dta*dta + l^2/(R^2 + l^2) dR*dR + R^2 dth*dth + R^2*sin(th)^2 dph*dph" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.display(X_stat.frame(), X_stat)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, the expression of the Riemann tensor is" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Riem(g)^ta_R,ta,R = -1/(R^2 + l^2) \n", "Riem(g)^ta_th,ta,th = -R^2/l^2 \n", "Riem(g)^ta_ph,ta,ph = -R^2*sin(th)^2/l^2 \n", "Riem(g)^R_ta,ta,R = -(R^2 + l^2)/l^4 \n", "Riem(g)^R_th,R,th = -R^2/l^2 \n", "Riem(g)^R_ph,R,ph = -R^2*sin(th)^2/l^2 \n", "Riem(g)^th_ta,ta,th = -(R^2 + l^2)/l^4 \n", "Riem(g)^th_R,R,th = 1/(R^2 + l^2) \n", "Riem(g)^th_ph,th,ph = -R^2*sin(th)^2/l^2 \n", "Riem(g)^ph_ta,ta,ph = -(R^2 + l^2)/l^4 \n", "Riem(g)^ph_R,R,ph = 1/(R^2 + l^2) \n", "Riem(g)^ph_th,th,ph = R^2/l^2 " ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Riem.display_comp(X_stat.frame(), X_stat, only_nonredundant=True)" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Phi: M --> R23\n", "on M_0: (ta, R, th, ph) |--> (U, V, X, Y, Z) = (sqrt(R^2 + l^2)*cos(ta/l), sqrt(R^2 + l^2)*sin(ta/l), R*cos(ph)*sin(th), R*sin(ph)*sin(th), R*cos(th))" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.display(X_stat, X23)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A view of the various geodesics in terms of the coordinates $(\\tau,R)$:" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 39 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = Graphics()\n", "for geod in null_geods:\n", " geod.expr(geod.domain().canonical_chart(), X_stat)\n", " graph += geod.plot(X_stat, ambient_coords=(R,ta), prange=(-3,3),\n", " parameters={l:1}, color='green', thickness=1.5)\n", "graph += X_stat.plot(X_stat, ambient_coords=(R,ta), fixed_coords={th:0, ph:pi}, \n", " ranges={ta:(-pi,pi), R:(0,5)}, \n", " number_values={ta: 9, R: 11},\n", " color={ta:'grey', R:'grey'}, parameters={l:1})\n", "time_geod.expr(time_geod.domain().canonical_chart(), X_stat)\n", "graph += time_geod.plot(X_stat, ambient_coords=(R,ta), plot_points=800,\n", " parameters={l:1}, color='purple', thickness=2)\n", "show(graph, aspect_ratio=1, ymin=-pi, ymax=pi, xmin=0, xmax=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conformal coordinates\n", "\n", "We introduce coordinates $(\\tilde{\\tau},\\chi,\\theta,\\phi)$ such that \n", "$$ \\tilde{\\tau} = \\frac{\\tau}{\\ell} \\qquad\\mbox{and}\\qquad \\chi = \\mathrm{atan}\\left(\\frac{R}{\\ell}\\right) $$" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Chart (M_0, (tat, ch, th, ph))\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (M_0, (tat, ch, th, ph))" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_conf. = M0.chart(r'tat:\\tilde{\\tau} ch:(0,pi/2):\\chi th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "print(X_conf); X_conf" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "tat: (-oo, +oo); ch: (0, 1/2*pi); th: (0, pi); ph: (0, 2*pi)" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_conf.coord_range()" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "tat = ta/l\n", "ch = arctan(R/l)\n", "th = th\n", "ph = ph" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stat_to_conf = X_stat.transition_map(X_conf, [ta/l, atan(R/l), th, ph])\n", "stat_to_conf.display()" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta = l*tat\n", "R = l*tan(ch)\n", "th = th\n", "ph = ph" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stat_to_conf.inverse().display()" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "tat = ta/l\n", "ch = arctan(sinh(rh))\n", "th = th\n", "ph = ph" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hyp_to_conf = stat_to_conf * hyp_to_stat\n", "hyp_to_conf.display()" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta = l*tat\n", "rh = arcsinh(sin(ch)/cos(ch))\n", "th = th\n", "ph = ph" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ "conf_to_hyp = hyp_to_stat.inverse() * stat_to_conf.inverse()\n", "conf_to_hyp.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expression of the metric tensor in the conformal coordinates is" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -l^2/cos(ch)^2 dtat*dtat + l^2/cos(ch)^2 dch*dch + l^2*sin(ch)^2/cos(ch)^2 dth*dth + l^2*sin(ch)^2*sin(th)^2/cos(ch)^2 dph*dph" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.display(X_conf.frame(), X_conf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The immersion of $\\mathcal{M}$ in $(\\mathbb{R}^{2,3},h)$ in terms of the conformal coordinates:" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Phi: M --> R23\n", "on M_0: (tat, ch, th, ph) |--> (U, V, X, Y, Z) = (l*cos(tat)/cos(ch), l*sin(tat)/cos(ch), l*cos(ph)*sin(ch)*sin(th)/cos(ch), l*sin(ch)*sin(ph)*sin(th)/cos(ch), l*cos(th)*sin(ch)/cos(ch))" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.display(X_conf, X23)" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Riem(g)^tat_ch,tat,ch = -1/cos(ch)^2 \n", "Riem(g)^tat_th,tat,th = -sin(ch)^2/cos(ch)^2 \n", "Riem(g)^tat_ph,tat,ph = -sin(ch)^2*sin(th)^2/cos(ch)^2 \n", "Riem(g)^ch_tat,tat,ch = -1/cos(ch)^2 \n", "Riem(g)^ch_th,ch,th = -sin(ch)^2/cos(ch)^2 \n", "Riem(g)^ch_ph,ch,ph = -sin(ch)^2*sin(th)^2/cos(ch)^2 \n", "Riem(g)^th_tat,tat,th = -1/cos(ch)^2 \n", "Riem(g)^th_ch,ch,th = cos(ch)^(-2) \n", "Riem(g)^th_ph,th,ph = -sin(ch)^2*sin(th)^2/cos(ch)^2 \n", "Riem(g)^ph_tat,tat,ph = -1/cos(ch)^2 \n", "Riem(g)^ph_ch,ch,ph = cos(ch)^(-2) \n", "Riem(g)^ph_th,th,ph = sin(ch)^2/cos(ch)^2 " ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Riem.display_comp(X_conf.frame(), X_conf, only_nonredundant=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us draw the grid of hyperbolic coordinates in terms of the conformal ones:" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 29 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_hyp.plot(X_conf, ambient_coords=(ch, tat), fixed_coords={th: pi/2, ph: pi}, \n", " ranges={ta: (-pi,pi), rh: (0,10)}, number_values={ta: 9, rh: 20},\n", " parameters={l:1}, color={ta: 'red', rh: 'grey'})\n", "show(graph, aspect_ratio=0.25)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Same thing for the grid of static coordinates in terms of the conformal ones:" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 49 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_stat.plot(X_conf, ambient_coords=(ch, tat), fixed_coords={th: pi/2, ph: pi}, \n", " ranges={ta: (-pi,pi), R: (0,40)}, number_values={ta: 9, R: 40},\n", " parameters={l:1}, color={ta: 'red', R: 'grey'})\n", "show(graph, aspect_ratio=0.25)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us add some geodesics:" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "R --> M\n", " ta |--> (tat, ch, th, ph) = (ta/l, arctan(sinh(abs(arctanh(4/5*sin(ta/l))))), 1/2*pi, pi*unit_step(frac(1/2*ta/(pi*l)) - 1/2))" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "for geod in null_geods:\n", " geod.display(geod.domain().canonical_chart(), X_conf)\n", "time_geod.display(time_geod.domain().canonical_chart(), X_conf)" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "data": { "image/png": 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vOUWyRpnlkkjqBAobBT4jffAZ6cPkJZM5n3m+7p5yN14p91veb+z75z72/XMfLr1dCJ4eTHBsMC9NeInFExcDSDQZgESRENapXVHU1DpFwiJJJBmAZ4gnniGe3PTCTZScLKlbiyl/dz4atXZClheWk7A0gYSlCTh1cyLwjkCCY4MZOGUgiyculmjSI4kiIayTXq4+k3WKrIpEkoG5+7kT/VQ00U9Fc/nCZbI3au8pd3TbUWqragGovFRJypcppHyZgp2zHQNvHUjIjBAC7wjEr4efRFMbSRQJYZ30dkm+sFoSSUbUpWcXhj00jGEPDaO6vJq8LXnaK+V+zKGqVLtiueqKiuwN2WRvyEZhq8B/gj/BscEETw/GzccNP3eJpoYkioSwTm1f0VrmvmieRJKJcHBxIPSeUELvCaW2upbjO45rV/zekE1FkfbWJ5paDce3H+f49uP89MRP+Iz00QZTbDA9g3oC6IymFYdXaKPpfAYVNfVvo2IJ0ST/WhTCOrV7Resbb/Mhc180QyLJBNk62BIwNYCAqQHc/sHtFOwvqDvx++Kxi3XbnT54mtMHT7N94XY8Qz3rgql3ZG8UCu1deP3c/Vg0YRGLJiwCLCOaJIqEsE4y94WhSSSZOBtbG/zG+OE3xo9b3ryFopSiumAqSimq2+58xnnOZ5xnz2t7cPdzJ2h6ECEzQvAb64eNrU3dduYYTbJjFMI6tXdF65hBE4gb86jMfdFhEklmRKFQ4D3EG+8h3kxYPIGLxy7WrcV0at8pru07Sk6WcPA/Bzn4n4N08exC8PRgQmaG0H9if2wdbOs9pylGk0SRENapw3O/st/VFa3fhnBZ0Vp0nNEiKW7hQuw8PFAqlSiVSmMNw6x1H9Cd0c+MZvQzoyk/W072D9or5Y5tP4a65vpNeJM+TiLp4yTt0gJ3BhIyM4SBtw7E3tm+0XMaI5okioSwTnqf+7KitdAzo0XS10uW4DZunLFe3uK4eLsQtSCKqAVRVJZUkrspl8zvM8ndnIvqigq4urTAFymkfJGCfVd7Bt02iJCZIQy6bRCOro46n7czokmiSAjrJHNfmBt5u80CObk7ETE3goi5EdRcriFvSx6ZazPrLS1QU1FDxncZZHyXga2jLQFTAgieEUzQXUE4d3du8rkbRlNBaQHLk5a3OppaQ3aMQlgGiSJh7iSSLJx9F3tCZoQQMiMEVZWK49uPk7E2g+wN2VwpvgJAbVUt2T9kk/1Ddt096IJnaNdicvFyafb5fd18G0XTssRlrE5dzfFLx6nV1LZqnF3suxDjE8P8yPlyWa4QZkqiSFgaiSQrYudox6DbBjHotkGoP1KTvzufjLUZZK3LorywHAC1Ss3RbUc5uu0om/6wiX439SN4RjAhM0Jw7+uu83nbumPU5XLNZXac2MGvp35lyd4lJrXkgBBCN4kiYekkkqzUtSNG/Sf157b/3kbB/gIy1maQuTaTkvwS7UYayN+dT/7ufLb+aat28coZwQTGBvJr7a9tXtE62ieayf0nU1RRxNajW012yQEhhG4SRcLaSCQJFDYK+o7uS9/Rfbn1rVspTCok8/tMMtdmUpxdXLdd3eKVz2/nrNdZzoecpyakBk0vjXaBkmvPd0MUzQmbo/Pts1cnvQq0/ZwmiSYhDEelgA1ntrM673WJImGVJJJEPQqFgl7DenGgywF2DdlFVkIWHgkehGSE4F3kXbedd5E33kXeTNw5kQseFzg55CRdJnXhzjvv5J7Qe1q9Y9R1TtMniZ+wOW+zRJMQBlbvSNGx3RS+DJrEZ5vcXqJIWDqJJNH8DWG7AuNh1/hd9CjuQUhmCCGZIfie9q37/p7FPem5oyfsgHMfn+OXGb8QMiOEvqP7orBR6H7RJvi6+da795wcaRKi87T49lmD6XvjUWJluFKiSFg8iSQr1GwU6VC3YwyKZs7vtW+fXSm8Qta6LDLXZpK/J//6at/5Jez/1372/2s/Lr1dCJkZQtisMPqO6Vvv9iitpetIk0STEO3T5nOKNODl5EGM/01ypEhYJYkkK9DuKGrmnCKHvg5EPxVN9FPRlBeVk70hm8zvMzm+/ThqlXa17/LCcg69d4hD7x3CxduF4BnBhN4TSr9x/doVTCDRJERbdOhE664jiZ3+Ag6HtkGk3OJDWCeJJAvUGVHUHBev66t9X7l4hZyNOWSsyeDo1qPUVmvXSSo/W07CBwkkfJBA115d64LJf7w/NnbtCyaQaBLiRnq9+iwpCdQvGGjkQpgmiSQLYOgoao5zd2eG3D+EIfcPoaq0iuyN2WSuyST3p1xqq7TBVHGugsQPE0n8MFF7A95YbTD1n9i/Q8EEEk3Cusgl+UJ0LokkM2RKUdQcRzdHBt87mMH3DqaqrIrcTblkfJehvZ9cpfZ+cpfPXyZpWRJJy5Jw9nC+HkyT+mNrb9vhMUg0CUsiUSSEYUkkmQFziaLmOLo6Eh4XTnhcONXl1eRu1gZTzqacuhvwXim+wuFPDnP4k8M4dXcieHowobNCGXDzAGwdOh5MINEkzItEkRDGJZFkgiwhiprj4OJA2OwwwmaHUV1RTd5Pedpg+jGHmss1AFRerCR5RTLJK5Jx6uZE0N1B2mCaPAA7R/39ZyvRJEyJRJEQpsVokRS3cCF2Hh4olUqUSqWxhmESLD2KmuPQ1YHQe0IJvSeUmss15G25HkzV5dUAVF6q5MhnRzjy2REc3R0JuksbTANvHajXYAKJJmFY7Y0iWadICMMwWiR9vWQJbuPGGevljcqao6g59l3sCZkRQsiMEGqu1HB061Eyvssge2M21WXaYKoqqSLlixRSvkjB0d2RkNgQwuaE0f9m/ZzD1JBEk9AnOVIkhHmRt9sMQKKo7eyd7QmeHkzw9GBUlSqObjtKxpoMsjdkU1VaBWiDKXllMskrk3H2cCZkhjaYOrqsQHMkmkRbSBQJYd4kkjqBRJF+2TnZEXRXEEF3BaGqUnHsf8dI/yadrA1ZdUeYrhRfIenjJJI+TqJrr66E3BNC+Jxw/Mb6tfnWKG0h0SRuJFEkhGWRSNIDiSLDsXO0I/COQALvCERVqSL3p1zSv0knZ+P1k74rzlXULVzp0tuF0FmhhM8JxzfGt1ODCSSarI1EkRCWTSKpHSSKTIOdkx0hsSGExIZQXVFN7qZc0r9NJ3fT9XWYygvLOfifgxz8z0Hc+rppr6qbE0af4X1QKDo3mECiydJIFAlhXSSSWkGiyPQ5dL2+rEBVWRU5G3NI/yadvC15dbdGKT1VSvzb8cS/HU/3Ad0Jna09wuQ1xMsgwQRNR9OPOT+SeSFTosnEdOTqM5n7Qpg/iSQdJIrMm6OrIxFzI4iYG0HlpUqyNmSR/k06x/53rO7muxePXeTXN37l1zd+xSPQg7A52iNMvcJ6GXSscqTJtEgUCSFuJJGERJElc+rmxNAHhjL0gaFcLr5M1jptMB3fcRyNWvt3XJxTzO5Xd7P71d14hnkSrgwnQhlB9wHdDT5eiSbDkigSQjTHKiNJosg6dfHoQuT8SCLnR1JxroKMtRmkf5NO/u58rv31n08/zy9//YVf/voLvjG+hM8NJ2x2GC5eLkYZs0STfkkUCSHawioiSaJINNS1V1dG/GEEI/4wgrIzZWSsySD923RO/XqqbpuC/QUU7C9g65+2MmDyAMLnhhMSG4Kjm6PRxi3R1DYdiaJZYbOYFTJL5r4QVswiI0miSLSFax9Xop+KJvqpaC7lXyLt6zTSVqVRlFIEgEat4ei2oxzddpQfH/mRoDuDCJ8bzqBpg7BzMu4UkmiqT44UCSH0ySIiSaJI6Eu3ft0Y+9xYxj43lnNp50hdnUraqjQunbgEQG1VLRlrMshYk6G9LcrMECLmRuA/wR8b285Z5bstrC2aJIqEEJ3JLCNJokgYQq/wXtz82s1M+vskCvYXkLoqlfRv0rl8/jJw9bYonyaT/GkyLr1dCJsTRsTcCIOtwdQalhZNEkVCCEMyi0iSKBLGpFAo6DuqL31H9WXqv6ZybPsx0lalkfl9JtXl2tuilBeWc+DfBzjw7wP0COhB+NxwIuZG0DOop5FHX5+5RZNEkRDCmEwykiSKhKmysbMhYEoAAVMCuH3p7eRsyiH1q1RyN+eirtGuwfRb3m/sfmU3u1/ZTe+o3kTMjSBsThhuPm5GHn1jphZNEkVCCFNitEiKW7gQOw8PlEols+bMkigSZse+iz1hs8IImxXGlYtXyFybSeqqVE7sPFG3pEBhYiGFiYVs+79t9J/Un8G/G0zIjBAcXY13hVxzDB1NKgVsOLOd1Xmvy20+hBAmx2iRdO+fprGeI/zl1F+499V7JYqEWXPu7ly3BlPp6VLSv0kndVUqhYmF2g00cHz7cY5vP87mxzYTMiOEwb8bTP+b+5vECd9N0Xc0DfIYdP1I0bHdFL4MmsRnm3x9iSIhLINKrb2fpp2NSb6B1SSDj3ZWwnMA3Jf0Ejjp3kaiSJgzNx83Rj09ilFPj+JC9gVSV6WS+lUqF49eBKDmcg0pX6aQ8mUKrn1cCZ8bzpD7h+AV4WXkkbeso9HUiKLhpxJFQlgCXW+dL719KY8Mf8TYQ2sTg0ZSeXU5287vb/JxF3sXnhj6BI9GPFpvx1h8vtgQwxNC/9wg+NFggh4JoiihiNw1uRz94SjVJdoTvsvOlBH/Vjzxb8XjEerBoFmDCIgNoEuvLkYeeOvYYsuCoAUsCFoAwKnSU7x28DV2FeyipLqk5SfQgK3Chr5uftwfcj/zwubJ3DcVly5B797a3wsLjT2a1jHEmDvyGq393ua2a+qxhl9v7nPQflxZqft3qP9xK6hQs8/xKN99e0+Tb52vzVxrdpGk0Gg0Tb/P1QlC/j6ArJeOw/M0eSTJFls88CCAAIYxDE88DTlEITqXCsgBjgC5gLrB4wpgIDAECAJM+EBKLbVkk00qqRRQQBllHXo+mftCmIe2zn0FCsb1G8fOB3caZoB6YvBIKt6xg54338wT7yvZSyY5F3O4rLrc7Pc42jgyoNsAxvuMRxmsZFD3QQYarRCdq7K4kqM/HCVnTQ7nD59v9Li9iz0D7hxA0JwgvEZ4GX39JZVaxdb8razPW09CUQLnLp9r9nxCgF7OvYj0iuTuAXcztOdQ1hxdw/aT28kpzuJybWWjt9xuJHPfiDIz4b774MsvIcS0FxWtY4gxd+Q1Wvu9zW3X1GMNv97c56D9+NVX4aWXGv8O9T9Ge6Roq38V6wMqSfCu5lwXNZpm5q6lnDZj8HOS7O20L/la+KO4jRsHtOK8BnUVmb9lkvlbJh+mfmhyC9wJ0W69oX94fya/MJkL2RdI+UJ7rlJJvvatqpryGrJXZ5O9OhuPQA+GPDiEIfcPMdhyAu29JL+5c4piQmK0HyQlUTAhiuUfLWBT+WGZ+6amsFD7q1u3Nr3tYlSGGHNHXqO139vcdk091vDrzX1+bXsnJ92/AyoHOza4F7I6AuL7QqErzUeRBrzUzkSH3mrWUdSQSZxmbmprtQhhDD2DejLp75OY+MpE8vfkc+TzI2R8l0F1mfb8peKcYna8sINf/voLA28dyNCHhhJ0dxB2jvqbxp0RRc3xLYNFQY+wKDISkLkvhLGoFLCh7BCrZ12NomMPoolrenuFBrzKIaYA4tIgNhMcHnkQ4j4w2JgNwSQiqSGJJmHNFDYK/Mf74z/en2n/mUbm2kySVyRr119Ce8PdvC155G3Jw6m7ExFzIxj60FB6R/Zu89txho6iljSc+ydLTrLi8AqZ+0LoWb0oOv6kdjmOonchTPf2OqOo4fmUFsgkI6khiSZhrRy6OjDkfu1bbBePXST5s2SOfHak7u24youVHHr/EIfeP0SviF4MfWgog+8bTFfPrjqfz9SiqCV+7n4STULogUqtYkMwrE54lvjfUupHUe1FHctxgFeZ9UVRQ2YRSQ1JNAlr1H1Adyb+bSITFk3g+C/HSV6RTObaTFSV2kXazqWeY9vT2/j52Z8JvDOQyN9H0m9yPzbmbjSbKGqJRJMQrVMvinZmaud+HFC4XbtBwyjSgJedO9FpJSjTIPa5lTjc/6Chh21yzDKSGpJoEtZEYaNgwM0DGHDzACrfryT9m3SSVyRTsL8AALVKTda6LLLP9OrEAAAgAElEQVTWZXHJ/RJJkUkcHnaYMrfGl+iaehS1RKJJCK0Wo6iBa1EUk1bC7AmPMfPxD3D4/H146T7tBma2MnZnscg/BYkmYS3sXO04MfYEP3X7iczETHx+9WHwkcG4lrsC0K2kG5N+mcSEnRPIHZRLUlQSpUNLifaLNssoaomuaPo06VPt3L+QweWa+suNNDf350fOJ6hnkDF+DCFapFKr2JCxtv5R4uaiiKtvnw2aQFyfW4md/sL1KLpzNKgt64RrfbHISGpIoklYimbPKeoCGbdksH3SdgJzAolMimRQ7iAUKLDR2BCUE0RQThCuu10ZNm8Yw0YNs6hA0sXP3Y/FExezeOJioGPRJHNfGFPd3E9YSvzTULgppoW3zm+IojGPElvZD4cRoyDxbe0G6hcMM3AzZxWR1JBEkzAX7TnRupd7L4KnB3PXX+9ikvMk0j5PI/nTZEoLSgEoO13G7ld3s/vvuwmYEkDkgkgC7wjE1t7WUD+W0Ug0CXOhUsCGM9tZnfd647nvBjTYDzQbReGRkJRk6B/BIlhlJDUk0SRMRWdcfTbxbxMZ/9J48rbkkfRxEjk/5qBRa0BD3VICLt4uDJ03lOGPDMfdz72zf0yTIdEkTEW9uX9st/bqs8Rnm9xeAXi5eF+f+xJFncJokRS3cCF2Hh4olUqUSqWxhqGTRJMwFENdkm9jZ0PgHYEE3hFI6elSklckk/RJUt1SAuVny9n7+l5+feNXgu4KYsQTI+g/qb/Rb4NiaBJNwlBanPuNLsm/Ovddgon7705iV8bjMDzm+gYSRZ3CaJH09ZIldbclMXUSTUJfTGGdIjcfN8b9dRxjF47l2M/HSFqWRPYP2ahVajRqDVnrs8han0XP4J4Mf2w4Q+4fgpN7E3ejtnASTUJfVGqV9u2zWRC/bSqFGy80P/c14OXkQYz/TfXnflISpEeBjWWfT2gq5O22dpBoEq1lClHUFBtbGwKmBBAwJYCyM2UkfpxI4keJlBeWA3Ah6wJbntrC9oXbGfy7wYx8fCS9wnt1yljMhUSTaK0m534YUNX4Ztb15n7Xkdqrzw5tg6u37BHGIZGkB/qKplsG3sL8YfNlx2nG2htF0T7RKMOVRrsk37WPKxMWTeCmF24ia30Wh947RP7ufABqKmpI/DCRxA8T6Te+HyMeH0Hw9GCrONG7JRJN4hq9/oMoKUmuPjMREkmdoCPR9E78O7LjNCOmfKSoPWztbQmbFUbYrDCKUos49MEhUr5IoaaiBoD8Xfnk78rHtY8rUY9EMfwPw5u8BYo10hVNsrilZdK5TlFLc9+xB9HJxcy59zVmTvs/k5r7QjeJJAOQt+csh6VFUXO8Iry4Y+kdTH5jMkc+O8KhDw5RnF0MQNmZMnYu2sneJXsZfP9gRv15FD2Dexp5xKZHVgS3HG1fp+j6UeI5YXOYGTITh5Q0WBgFz04FM9kPWDuJJCOQaDIf1hRFTXFydyL6qWhGPjmS49uPc+j9Q2T/kI1GrUFVqSJpWRJJy5IYdPsgRj0zCv8J/lZ3VVxrSTSZj2bnvs51inREkZnPfSGRZBIkmkyHRFHTFAoFAyYPYMDkAVzKv8SBdw+Q9EkS1WXVAORuyiV3Uy7ew7wZ9cwowmaHyXlLLZBoMh1tn/vadYokiiybRJIJkmgyHImi9unWrxtT3pnC+EXjSfokiQPvHqD0lHZF77OHz7LuvnX8/NzPRD8VTdSCKJy6WecSAm0l0WQ47Z77Ta1TJCySRJIZkGjSH4ki/XJyd2L0M6OJfiqazLWZxL8dz5mEM4D29ic/P/czu1/dzbCHhxHz5xi69etm5BGbl6Zu2Ls5b7PM/TbS29yXdYqsikSSGZJoaj2JIsOwtbclPC6csDlhnNxzkvi348nemA0aqC6v5sC7Bzj0/iEG3z+YmxbeRI+AHsYesllqePWczP2mydwX+tDhSFqyZAnff/89WVlZODs7M3r0aP7xj38QFBSkj/GJVpBouk52jMalUCjoN64f/cb1ozinmP3/3k/yymRUV1SoVWqSP03myMojRMyNYOz0Hngae8BmTub+dW1e0VrmvmiFDkfSrl27ePzxxxkxYgQqlYoXX3yRW2+9lYyMDLp2lfVTjMGadpwSRabLI9CD2z+4nYmvTOTAfw9w4N0DVJVUoVFrSPkyhZSvIJRZjMstxUsWFdYLvc59xxhMd+Z3cEVrmfuilTocSVu2bKn3+YoVK+jVqxeJiYmMM5N7s1k6S4omiSLz06VnFyb+bSKjnh7FwfcOsv9f+7lSfAU0kEEYGXG7CFp9lnF/HUef4X2MPVyL0qG5Dzi+CIE75zDlwnSZ+8Iq6f2cpJIS7V3Fe/SQcw5MlTlFk+wYLYeTuxPjXhxHzB9jSPgwgX1v7KaiuAqA7A3ZZG/IJmBqAONeGkff0X2NPFrL1Oa5bw+pZXmkxr9lHnPfsQcxycXE3fs6sdOekbkvOkyvkaTRaHj66acZO3Ys4eHh+nxq0YlMKZokiiyfg4sDo/9vNCNG25M05gl+7TWDsnOVAORtySNvSx6DbhvExL9PpPew3kYerWVrdu4XpVGhuqJdEOgqk5/7dStaT5EVrYVe6DWSnnjiCVJSUti7d2+L2w6aPh2FgwM+Pj74+PgAoFQqUSqV+hySaAdDRpNEkfWyd7IlmoNEbXiPIyk27F2yl0snLgGQuzmX3M25hM0OY+KrE/EI9DDyaK1DvbmflETBhCiWf7SATeWHZe4Lq6S3SHryySf54Ycf2L17N76+vi1un7t+PW5yzpJZ0Gc0PTDkAbKLs2XHKOrYOdgStSCSoQ8NJeWLFHb9bRclJ7Vv26d/m07G2gyGPjSUiX+biGsfVyOP1rr4lsGioEdYFKk9s/7a3P8x50cyL2QaZO5H+0SjDFfK3BdG0eFI0mg0PPnkk6xbt46dO3fSv39/fYxLmLCORlNzJIqsl629LcPmDSPi3ggSP0pkz2t7qDhXgaZWw+FPDpO2Ko3Rz45m9P+NxqGr/DdhDDL3hbXpcCQ9/vjjrFq1ig0bNuDq6srZs2cBcHd3x9nZucMDFKbvxh2nSq1iRdIK/nXgX+T9lkeNuqZVz+Hm4MZNfjfx+qTXGdx7cCePWJgyO0c7op+KZti8Yex/dz/7/rmPqtIqai7XsGvxLhI/SmTS3ycx5IEh2NjaGHu4Vk1vc7/fTbw+Uea+MD0djqSlS5cCMGHChHpfX7FiBQ8++GBHn16YuLaeV9CU0upSNuVtYlPeJpNackAYj4OLA+NeHMfwR4az65VdJCxNQK1SU15Yzg8P/8DB9w5y23u3yZVwRqLXuZ+7iU25MveF6dHL223CerT3ZMsb75R97vI5k11yQJieLj27MO0/0xj5xEh+fv5nstZlAdob6X465lOGPDCEyf+YjIuXi5FHatn0caK1zH1hbuTebaJZ+oiihucVmNKSA8J8eAR6MOf7OeTvzuenp36i6EgRAEc+O0LWuiwmvDKBkU+MlLfg9ESlVrEhGFYnPEv8zky9XGQhc1+YG4kkUU9nRFFLZMcp2qLfuH4sSFhA4rJEdry4g8pLlVSVVrH1T1tJ/SqVuz65C6/BXsYeptnROffjgMLtOrfXx4nWep/77frJhWiaRJKVM0YUtUSiSbTExs6GEY+NIHRWKNtf2M7hTw4DcObQGZZFLWPMc2MY99dx2DnJLq4pHXn7bHbYbIPM/ZMlJ1lxeEXr576NA4GPwpT0fzOv70KZ+6LDZA9iZUwxiloi0SSa0tWzK3d9fBdDHxzKxt9v5ELmBdQqNXte20Pm2kxiv4iV+8Fd1fa5D15lEDNoAnFjHjXKJfl+7n5tm/vqalK9IfXYF7z1wRcy90WHSSRZOHOMopZINImG/Mb48cjhR9i7ZC97Xt+DukbNhawLLB+1nPGLxjP2+bHY2FnXuUodPtG6sh8OI0ZB4tsQHmnAkTdN5r4wNIkkC2OJUdQS2XEK0K6vNGHxBEJnhbLhwQ2cSTiDWqXml5d+IXdzLjO+nEH3Ad2NPcxOo/fbfCQlGWDUHdNo7v/6E8tfvI1NsWFkVJyQuS86TCLJzFljFLVEosm69Qrrxbx989j96m72vLYHjVpDQXwBH0V+xPTPphN8d7Cxh6gXcu+zxnydvVi0Cxa98zlERsrcFx0mkWRmJIraTqLJ+tja2zLxlYkETAtg3e/WcfHoRapKqvhm+jeMfnY0N792s9m9/SZR1HZNzf323HtufuR8gnoGGePHEEYkkWTiJIr0T6LJevQd1ZdHDj/CDw//QMZ3GQDs++c+zhw8w6w1s+ji0cXII2yaRJH+dXTuO9k6Edi1L1Mmw8NlJwjCNM7VEp1HIsnESBQZnkSTZXN0deSeb+7hwJgD/O///odapebEzhN8OvpT5m6eS4+BPYw9RECiyBjaOvcraytJKc0lZSy8uXMmTnucCOypnfsPD3tYjjRZIIkkI1OpVWzM3shXqV9JFJkIiSbLo1AoiPljDD4jfPhmxjdUFFVQnFPM8pjlxG2IM8r930xxnSJr165oKkohpSiFN/e9qT3SJNFkUYwWSXELF2Ln4YFSqUSpVBprGAZ3LYpWpa0i/lQ8Z8rOSBSZOIkmy9F3dF/m75/PqttXcT7jPJcvXObzmz9HuVHJgMkDOvW15UiR+dE59ze9yqYdy8jo50xF7ZV627cYTcb4IUSHGC2Svl6yBLdx44z18gYjUWR5JJrMWzf/bsz7dR7fzvyW4zuOo6pUsfrO1cRtiGPgrQP19joSRZbH182XRUGPsGjuMkjcS0FAr7Ydabq2InjGuzzs94IcaTID8nabnkkUWR+JJvPj1M2Je3+6lzVz1pC1PksbSnetRrlRycBb2hdKEkXWp81vz6mrSfGGlKOf8+b7n8vcNwMSSR0kUSQakmgyD7YOttzz7T2sjVtL5veZ1FbV8u3Mb5m3d16rbpArUSQa0tvcdxnKPA/khr0mQCKpjSSKRFtJNJkuW3tbZn49kzWztUeUqsuqWXX7KuYfmI9rH9d620oUibZqakXwH6eHknk5v/m5/yQ4bhpF4IEgmftGJJHUAokioW+6oumTxE/YnLdZoskIbO1tmfHVDD6b+BmnD56mtKCUb2K/4Xe7f8ePR3+UKBJ6c31F8C9atyK4urrx3O/Slym3wLyy44TIOk2dTiKpAYkiYWi+br4snriYxRMXA3KkyRjsu9hzz/p7+GD4B9ScqeH0wdPcdutt7Ji0o8nvkSgSHdXkUeYj35FxLp2KBv85VdVWkVqWR+oYeGvnPTjuuWHuO8bI23OdwOojSaJImBp5e84wdL191vv23jy8/GFs1baM3TOW3IBcTvmdAiSKROerm/tud0JUFAV7N7O85mDrbqMCOL4IgTvnMOXCdIkmPbG6SJIoEuZGokk/WnNO0RmfM+ycsJObd9yMjcaG6T9N59Rbp4gbLFEkDM/X2YtFY1q/TlOVPdojTfFvSTTpicVHkkSRsDQSTa3T3hOtPR72wKnIicr0SjwKPXhY9TBDwocYcORC6NZwnaaTA3uy4vAKNuVuIr0olcuqSlBc377JaPIcJVfPtZLFRZJEkbA2Ek1a+rz67ESfE3w28TMAfnnpF8LjwrF1sDXIzyFEa/m5+12f+0lJnJwYxacf/p5NZYfJOJfWdDSV5Wmvnjv6oHZxywurJJqaYPaRJFEkRH3WEk2deUm+/wR/AqYFkPdTHiUnS8j5MYeQGab55yDENX6lsDjoURZHRrYumjQqUr0h9dLm+tF0FOZXF8ptVDDDSJIoEqJtLCWaDL1OUfQfo8n7KQ+A5JXJEknC7OiKphUfLmDTuV91Xz13LZq84a2Tf9G+PVesjaZ5SRBSbJyfw5hMPpIkioTQL3OJJmMv3jhg8gBcfVwpO11G7uZcrly8gnN353Y/nxDG5leK9pymoEe0V8+tfJdPVvyRzVMHkFF2rHE02XM9msaAY431RZPJRZJEkRCGZSrRZOwoasjG1obg2GAOvXcITa2GMwln2n1fNyFMka+dB4t3weLfvwL33UfByndZvuKPbBoEGX0dqVBXNT6nqYlomp+ERb49Z/RIkigSwrQYKppUahUbgmF1wrPE78w0ehTp4hvty6H3DgFw+uBpiSRh0XztPLQrgu8CvlxOwR/uY3kk/BgImZ5QYU/z0aRZRuDSvUZ/a16fDB5JarUagKDHZnBJU0FlSCVENL29RJEQxqWvaJo8YDL93Pux5+Se60eK4oDC7Tpf1xQWb+wd2bvu4wuZFwz62kIYm28Z16MJKHCFTyJh8yDI6KUjmhS1Tc59f3d/4sLj6OXSyyg/S3sZPJKCds4A4OydxeCkextPZ08ie0Vy18C7uN3/9no7xuLzVvAmqBAmzBZbFgQtYEHQAgAKywtZlb2K7Se3k3Mxh8uqy/W2vzGaWtLLuReRXpHcPeBupvlPM/rcv1x9/WcpKy6jsLDQ4GMwmkuXoHdv7e/m8nMbYswdeY3Wfm9z2zX1WMOvN/c5aD+urNT9O9T/+Cpb4JEc7S+A011VrA6+wna/KnK6q7hip6kfTQ3m/mt7XqPoL0Vt+zMzMoVGo2n6+LaelVeX47rIFd4AnqdRJDngwDCGMZzheOJpqGEJIfSgllqyySaRRE5ximqqW/V9ChS44koooUQRZVpzvxLt/gpgAHC/EccihIm6NvfPVx3gkGsx5dXlOrfr5tiNi89fNPDoOsagR5JcHFxY4DeDZXyv8/Fqqjlw9X+ONo4M6DaA8T7jUQYrGdR9kCGHKoRogUqtYmv+VtbnrSehKIFzl881e05RUzRoKKWU/Vf/Z0pzv7ygnFVvrAKg36B+TFkwxWhjMbjMTLjvPvjySwgxk3NLDDHmjrxGa7+3ue2aeqzh15v7HLQfv/oqvPRS49+h/scNqFCz1b+K9QGVJHhXc66LGo0CcITm/m0U7Rvd4h+RqTH4221vhv2RZXxPxsQ1fOuQ1vR5DeoqMn/LJPO3TD5M/dBk1moRwlrp6+qzFu90bkJzPz83v+5j7xBvejd4+8GiFRZqf3Xr1uhtF5NliDF35DVa+73NbdfUYw2/3tzn17Z3ctL9O9T7WKWA9cHwdTjE94VCV7RR1IQbzyVWhiuZGToTOxujXyfWLkYbtY+TJ4vGGf+yYyGEbp11SX5Tdzo3xblflHL9/Inu/bt32usIYUpUClhfdoDVsyHeF862FEUa8CqHaHt/lPe+YVE3gzaZtDOVtVqEsFbGWqdI553OTWTu527OrfvY7yY/vT2vEKZEpVaxPgRWF/6b+KevRlHRfyFU9/Z1UVQAyjSIzQQHNfCHaRA+x6Bj72wmE0kNSTQJ0blMbfHGa0xl7leVVXHilxMAuPZxxXuod4d+LiFMRaMoOvYgmjlARQK4Nd7+WhTFFEDcjVFkBUw2khoylR2nEObKVKOoJcaa+0kfJ6GqVAEQeFcgCkUz7zcIYcJUahXrz/ysffts2xTOVhW3HEV27sSklRCXBjMzwM5g18GbFrOJpIYkmoRonrlGUUsMMfdra2rZ/6/9dZ9HP2V+V+UI66VSq9hwZjurZ0H8tqkUbrygnfuhQFXjRVEVgFcZxHhHEbcyURtFX7wPL91n8LGbGrONpIYkmoS1s9QoaklnzP0D/zlAaUEpAIF3BuIZYkJrNwnRQJNRFAZUnW+0faMoem4ldvc/CF/+GdIljG5kMZHUkESTsHTWGkUt6ejc9yzz5JH/PoIddqCA8S+PN8aPIUSTVAq0UZT3ev2532QUKfBy7EF0cjHKe19nZu+bsRsRfT2KzPTyfEOwmj8ZiSZh7iSK2qctc1+hVjBl/RTsqrW7xoPDD7JkyxICD8ncF8ZTb+4f203hy6BJfLbJ7a9FUUxyMXH3vk7stGdwSEmDhVHwrBUtiKoHVhNJDUk0CVMnUdQ5mpv77t+4E3A0AIAylzK237xd5r4wOJVaxYZgWJ3wLPE7MxvP/QbXEDQ8UtQoimQ/0G5WG0kNSTQJY5MoMo5rc3/ulbms2qG9BQk2kD4/HTtXO6pqquptL3Nf6JvOuR8HFG7Xub1CA95OPYn2H3t97ksUdQqJpCZINInOJlFkOk4fOs2a2Wu49sc/6e+TWLRQ5r7oHCq1ivUZa1idqp37Z8vPtmruj/IdRVyXaGbc/Tx2CVshMtKAo7ZORoukuIULsfPwQKlUolQqjTWMVpNoEh0lUWSazqWf46upX1Fdrr0zZ3BsMGOfG1v3uMx90VEqtYr1WetZfWipdvHGTTEtzH3wLoOYQROJG/soM0JmXL/3WVISaJ43zMCF8SLp6yVLcBs3zlgv32Gy4xQtkSgyfeczz/PFLV9w5bcrAPQb348ZX81AYdP0wpEy90VL6qJI15EiN6DBfkCBAm8Xb2J8tXN/xhV/7dVniW9BmBwtMiZ5u01P9LXjvGXgLcwfNl92nGaoI1E0O2w2M0NmShQZUMGBAlbdtqoukPoM74PyByX2zvZteh6JJtFsFOmgALxcvLVvn4XH1T9SBNqjRcIkSCR1ko7sON+Jf0d2nGZAjhSZr6P/O8o3sd9QU1EDQO/I3tz70704ujl2+LklmizftXWKVuW+1qZzimJcgon7705mrjyA3fCRBhyxaC+JJAORHaf5kygyfxqNhkPvH2LLn7agqdX+3flP9CdufZxeAkkXmfvmr13rFN0w92eGztQeKUpKgvQoWbzRjMjflJHIjtP0SRRZFlWVis2Pb+bw8sN1XwuODWbmqpnYORluVyhz3/S1OPd1rVOkK4qE2ZO/RRMhO07jkyiyXCUnS1gTt4aC+IK6r415bgyTXpuEja2NEUcmc98UtHnua8DLyYMY/5skiiyc/K2aKNlxdj6JIuuQ+X0mPzz8A5WXKgGwc7LjruV3ETE3wsgj003mfufr0NzvOpKZd7+AXcI2WafICkgkmQnZcXacRJF1qblSw7ZntpGwNKHua+793Jm9djZ9ovoYcWRt03Dunyw5yYrDK2Tut4Fe535SEmheMNDIhbFJJJkpiaaWSRRZr1Pxp9jw0AaKs4vrvhY6K5Q7l92JUzcnI46s4/zc/WTut0ClVrEhY63MfdFhEkkWQqJJokhojx798vIv7H9nPxq19u/ezsmOqe9OJfL3kSgUTS8Saa5k7t8w9xO0K1oXtriitcx90ToSSRbKGnacEkXiRvm789m4YGO9o0c+I324e+XdeIZ4GnFkhqW3ue8ylHkeYHozv4W538SK1jL3RXtIJFkJS4gmiSKhS8X5Cn5+9meSVybXfc3WwZYJr0xg9DOjsbEz7tVrxtahuf8kOG4aReCBIDOb+9oVrWXui46SSLJS5hBNEkWiORq1hsMrDvPzsz/X3VoErh49WnE3nqHWc/SoLdo899XV5jP3r65oHbsyHofhMXofl7A+EkkCMI1okigSrXUq/hRb/7SV0wdP133N0d2Rm5fcTNSCKKOvfWROmpz7R74j41w6FQ2mlEnP/boVrWU/IPRDIknoZIhokigSbVVaUMrPz/1M6qrUel+PmBvBrW/fiou3i5FGZjnq5r7bnRAVRcHezSyvOShzX1glo0VS3MKF2Hl4oFQqUSqVxhqGaCV9RVP/bv25UnOF9AvpsmMUrVZdXs2+t/ex75/7qLlcU/d1zzBPpr47lQE3DzDi6Cybr7MXi8bUn/ufJH7C5rzNBpn7s8NmMzNkpsx9YRRGi6SvlyzBbdw4Y7286KCORFNTru0Yo32iUYYrJYoEtTW1JH2cxK6/7aLi3PX/ppw9nJn4ykTtW2tWfmK2ofm6+bJ44mIWT1wM6Hfuyz+IhKmRt9uEXvi6+fLiuBcJ7xXO6rTV7Dm5h3MV51r9/fY29gT1DGLqwKkmu+SAMByNRkPGmgx2vLCD3/J+q/u6jZ0NIx4fwfhF43Hu7mzEEYprZO4LSyaRJNqtrecVANjZ2KHRaKjV1Nb7eo26hrRzaaSdSzOZJQeE4Wk0GnI357Lz5Z0UJhXWeyx0ViiTXpuExyAPI41OXNOeuW9vY49ao5a5L8yKRJJotfaebBntE82csDn1ziswxSUHhPFoNBqO/XyMX176hdMHTtd7zH+CP5P/MRmfkT5GGp3Q54nWMveFOZFIEk3SZxQ11Nw5Tenn07lcc7ne9rLjtEwa4MTBC+z800pO7jlZ7zHvYd5Mem0SAVMDLPJ2IqZMpVax4cx2Vs+C+G1TKdx4QW8XWZjCciNCtJZEkqjTmVHUEtlxWheNWkP2zrPsZT6n/xBf77Fe4b2Y8LcJBMcGSxwZSJNzPwyoOt9oe32eaK3XfzA5xpjkbVSE+ZJIsmLGjKKWSDRZJrVKTdo3aexdspfz6ecB37rHPII8mLB4AmGzw1DYSBx1JlNep6hDcx9wfBECd85hyoXpMvdFh0kkWRFTjqKWSDSZN1WliuTPktn3z31cPHax3mNeg9wY+8othM4KlZWyO0m75r5jD2KSi4m793Vipz1jPnPfHlLL8kiNf0vmvugwiSQLZs5R1BKJJvNQXV5NwkcJxL8dT3lheb3HfAd356aU9xi0ejWKqHAjjdAy6eVIUUoaLIyCZ6eACe0Hmp37RWlUqK5o73B7lcx90RESSRbEkqOoJRJNpuXyhcscfP8gB949QOXFynqPDbx1IGNfGEs/l2IUw/8Ict5Rh5ny22edrd7cT0qiYEIUyz9awKbywzL3RYd1OJJ2797Nm2++SWJiIoWFhaxbt47p06frY2yiBdYcRS2RaDKOc+nn2P/v/aR+mYqqUnX9AQWEzAhh7MKx9Inqo/1a0m+6n0S0yJqjqCW+ZbAo6BEWRUYCMvdFx3Q4kioqKhgyZAgPPfQQM2fO1MeYRBMkitpPoqnzaNQa8rbmsf9f+zn2v2P1HlPYKhh832DGPDcGzxBPI43Q/EkUtZ+uud+ee8/VzX1j/BDCaDocSdOmTWPatGn6GItoQKKo80g0dVzN5RqOfH6EA+8e4ELWhXqPOcEvnCIAACAASURBVLo5Mmz+MKKfiqZbv25GGqH5kijqPB2599xb8W/haONA4KMwJf3fzOu70CrnvjWRc5JMiESR8Ug0tV7p6VIOvneQpGVJXPntSr3Hug/oTvQfoxn60FAcXR2NNELzI1FkPG2e++pqUr0h9dgXvPXBF1Y1962RRJIRqdQqNmZvZFXaKvad2idRZEIkmho7feg0B/59gPRv01Gr1PUe6ze+HzF/iiHwzkC5jL8VJIpMl8x9cSOJJAO6MYriT8VzpuyMRJGZsNYdZ83lGtK+SSPhgwTOJJyp95iNvQ3hceHE/CmG3pG9jTRC8yBRZL4azf1ff2L5i7exKTaMjIoTbZv7siK42TFaJA2aPh2FgwM+Pj74+GhvXKlUKlEqlcYakt5JFFkuS4+m4pxiEj5MIHllcqNL+Lv07ELUo1GMeGwErr1djTRC0yZRZLl8nb1YtAsWvfM5REbKiuAWzmiRlLt+PW7jxhnr5TuFRJH1soRoUqvUZG/MJmFpQqOr1EB7w9kRj40g4t4I7J3tDT4+UyZRZL1kRXDL1uFIKi8vJy8vr+7z48ePk5ycTI8ePfDz8+vo05s0iSLRFHOKprLCMpI+SSLxo0TKTpfVe8zW0ZbwOeEMf2w4PiN95IazV0kUiaboZUXwLn2ZcgvMKztOCJFG+kkE6CGSEhISmDhxYt3nTz/9NAAPPPAAK1eu7OjTmxSJItFephZNGo2G/F35HPrgEFnrshqdiN19QHeG/2E4Qx8aShePLh16LUsgUSTaS9eK4J989Hs2lyc3PffL8kgdA2/tvAfHPbJOkzF1OJImTJiARtP0zsKcSRSJzmKsaCovKufIZ0dI+iSJ33Lrr3itsFEQeEcgwx8bzsBbBqKwsd6jRhJForP4lsHioEdZ3N4VwWWdJoOSq9tuIFEkjKUzo0ldq+botqMc/uQw2T9kNzpq1LVXV4bNH0bUgiirXfhRokgYi865v+lVNu1YRkY/Zypq669F1uQ6TS5DmeeBHGnSM6uOJIkiYar0EU1DGcrN2TfT7ZduXD59udFr+E/0J/L3kYTODMXWwdYQP5bJkCgSpsrXzVd777m5yyBxLwUBvVp/G5UnwXHTKAIPBEk06YlVRZJEkTBXrY0mW5UtgTmBRCVGMfDoQBQouMz1QFL3UBN6Xyi3PHkLPQJ6GOVnMQaJImGuGt1GpaV1mtTVOqPpFpfBzJdoajOLjiSJImGpGkZTWmIaa99cS9XmKhzL6t8ORK1QkxeQR2JUIrmDclHbqnH82rIvO+5oFM0MnYmdjUXvHoWZarhO08mSk6w4vIIfk78l83wGFQ3+L+vGaHrnWjR19dNePVd9WqKpBRa1F5AoEtakqrSK9G/TSV6ZzKlfTwHgyA2B5A3Z0dnsCNpBUZei+t9rgus0dYREkbBWfu5+2n8wud0JUVGc3PMjK1QJbDryHRnn0nVH07Wr504+p13c8uRCiaYmmPVeQaJIWBuNWsPxHcdJXplM5veZqK6o6j1uY29DSGwIw+YPY8DNA+quUDP2kgP6JlEkhG5+XXqzKPJ6NBXs3czymoNNR5M9pFafqh9NxTDlwirtOU3Fxvk5TIVZ7SUkioS1+i3vN5I/S+bIZ0coPVXa6HHPME+GzRvG4N8Npqtn10aPm9o6TW0lUSRE+/g6e7FoTINoOrlee/VcX0cq1FX1F7e0R3v13KXN2nOaaq5G01GYl2R90WTSew2JImHNqkqrSP8unSMrj3By78lGjzt1dyJibgRDHxxK76jebVoN29SjSaJIiM7h6+x1/eq5L5dT8If7WP73GWxK/b75aPKGt8ZYXzSZ1F5EokhYO41aw/FfjnNk5REy1mY0ejtNYaMgYFoAQx8cSuCdgdg56mcKGzua2hNF3i7exPhqo2hGyAyJIiHawbcMFnnMYNEn31+PpkjYNHUAGWXHqLCn9dFkc9Hizmky6l5FokgIrfOZ50n5IoXUr1IpOVnS6HHPUE+GPjSUiHsjcO3t2unj6exoUqlVbDizndWzIH7bVAo3XpAoEsIE+JahvXru96/AffdR4AqfRMLmQZDRi+ajia9x/Ps6kz6fsa0Mvpc5WqG9Cif4lxmc/eU3iSJhtcqLyklbnUbKlykUJhY2etypuxPhynCGPTSszW+n6Zs+osnbxRsHWwdKKks4f/m8du6HAVXnG72eRJEQpsG3DBbv0v4COOkGnw5rJpp0zH0vFy8cbR1585Y3uTv4bqP8HO1l0L2OSq1ixJ77ASj8shj+n707j6uyzP8//jrsIOKCLAquCBw2NTTFzKUcaszGBU2hZbK9ppnfNM1SNqUz7d+ZxpZpnbKxJrPFBUszyz1NS0EROOewo6KAuCCLbIdzfn8cRYHDfjjr59mjB9t17nMB53P55r6v+7qcgJhL/1/i5+lHrH8sc0LmMHvE7Gah6GyZnV/8FHZPe1FL4dZCctblULS7CH1j8z8SFM4KgqcHE744nGHxw3DxMJRoSUmJJbrbJmeceTD8QR4MfxCA4qpiPs36lO3Ht5N9PpuL2uYrfNc11nHswrE2j6dAgZ+XH+P9xzM3ZC63jLylWSgqK20dpEQvKy+HwYMNb4tbh3irZI4+9+Q5OvvY9tq19bWWn2/vYzC8X1tr/C00f/8qrsBD2Yb/AYq9tHyqrGH7sDqy/fRcdGo+RaCusY7jFwxzKu/acBcVS1vfeGLNFHoz7k5bq63F8xlPeBl4EvBo/nVnnPHFl9GM5hquwQ8/c3VNiN6jAwqBNEAN1BtpMxgYC0QD3mbrmck00kgWWaSTThFFVFLZpcdL7Qthm66u/XONxyl1rm6zrY+bDxeWtp5OYM3MeibJw8WDteP/wUL+gqeTOzXUNft6I42cvvTfj/yIu5M7o/qPYnrQdJKUSYQOCDVnd4XokXPqc2SvzSYvOY/q4tYDh3eQN6MTRhO6MJQBoQMs0MPu0+q0bD22leTcZA6VHuL0xdPtXjoH6OPSBxcnF2q0NdTrmidFqX0rpFbDnXfCJ59AhI3MKzFHn3vyHJ19bHvt2vpay8+39zEY3n/uOXjmmdZvofn7V9GiY+uIOpJH13IosJ7TXjr0ly+3tbEFpLerNy5OLiy9fmnnfk5WxOwX+eP9JwFQcvN3VIwb1f68Bl0d6nNq1OfUvJv+rsXXahGiIxeOXyDjswzSP02nNK201dfdfdyJvC2SMXeNYfjU4U2LPVq77t59NiloEkkxSa3mFHW807nUvsUVFxv+79/f6GUXq2SOPvfkOTr72PbatfW1lp9v7+PL7T08jL+Fpve1CkhWwpoYOBAMxX25EoqMsLflOCzac0vfdiyEKVSXVaNaqyLj0wyj6xk5uTgxetZoxtw1hrBbw3D1dLVAL7umt2/JN7bTudS+EJbXFIqKX2P/41DSUSjSQ2AVTCqCxMHxzP/nJru6wcqq4p2EJmEr6irr0CRryFiTQd53ea0mYAMETQxizF1jiFocZXQVbGti6XWKpPaFsAytApIrf2LNIthf8FtKll0KRdWHwKd1e4UeAqpg8glYnAkLVOByeah4ZDTYUUACKwtJLcnAKayJtk5L7pZc0j9NJ/vrbLS12lZtBkUMIub2GKIToxk4eqAFetk5lg5FHZHaF6J3aHVakkt2NQ9Fpf+GSKCxvNnt/HAlFMUVQVI6JKivCkUOwKpDUksycApz0zXqKNxZSPqadNTr1NRdqGvVpt+wfkQlRhFzewwBYwIsup5RW6w9FHVEal+I7tHqtGxUrePTg28bLp9tjjPUfkehKHA8iatSmp8pckA2FZJakoFT9Aa9Xs/Jn0+S/mk6qi9UVJVUtWrjNciLyEWRxCTFMPS6oVY3AdvWQ1FHpPaFMO5yKFpz6B32Pw7Fl0MRXLp81mJtNj0EuPQjLuMCiTMeZcFv3jKEok/+AJl3mrv7Vsd6R8FukIFT9MTpzNNkrMkgY00G5/PPt/q6m7cbEQkRRCdFM3LmSJxd27jf1QLsPRR1RGpfOKqm2u9sKAIC3H2JO3L2Sij631vwzJ3wq8mgf8vc34JVs91RsRNk4BQdKS8sJ+MzQzAqPdr6ln1nN2dCZ4cSc3sMobNDrebONEcPRR0xVe3Hh8Rz/zX3S+0Lq6HVaUmOgDUH/8z+nWpKqko6DkXegcR5K1n0713ctuonQ+0vHS+hqBPsd5Q0QkKTAKgoqiDzy0xUX6goOlDU6usKJwUjZ44kOimaiPkRePT3MHIU85JQ1DM9qf0V+1dI7QuL0eq0JGuSWZNuqP2SqhL0i4GSHUbbK4BA78HEeStJfGMnCR/9hMuEiZCaCpnjwYHHge5w6J+WhCbHUVlciWqtiszPMzmx74TRNsFxwUTfHk3UbVF4B1p2bxAJRb1Lal9YK61OS/KpbYa7z767mZKvz3au9r2VLP73ThasuioUqSQU9ZT89K4iA6d9qSqtQr1OTeYXmRzbc6zlWWgAAsYEELU4iuikaAaMtNzWIBKKLEtqX1iK0TNFl+8+qzvTqr0CCKyEuNAbSLz+4Su1L2eKeoX8NNshA6ftuXjmIur1ajI/z6RwVyF6Xeug4RflR9SiKKIWRTFIOcgCvZRQZO2k9kVv0SownCnKeaF5KGpDqy1+akbgcu0kSHkFomLN2HPHJKNsF8jAaZ1qztWg3qBG9YWK/O35Rle/9g33JWqxIRj5R/mbvY8Simyb1L7ormZnigr2GBZvTHmizfYKFAS6+xJ3+AyJd75Mwuw/Nq/91FQz9FpcZrFRN3HpUlx8fUlKSiIpKclS3egRGTgtp7a8Fs1GDZmfZ5L/fT46ra5VmwEhAwyX0hZH4x/jb9ZFHiUU2TepfdGWNi+fXdZy8UZjtX/kqOHusyfi5fKZhVnsp//ZSy/hM22apZ6+V8htx72rrqKOrK+yyPwik7yteTTWN7Zq039E/6YzRoHXBJotGEkocmzGav/Dwx+yOXszmWWZEprsWIehqAWFHgI8fIkbMdVw+Uxq36rJb6YXmeq2Y0cOTXWVdWRvykb1hYqcLTk01rUORj5DfQxzjBZHMWTCELMEIwlFoj3BPsEsm76MZdOXARKa7Em76xQZoUBBgHcAcUFxJPaZyIK5T+Fy6DuIlflEtkBGaTOS0NQ5tRdqyf46G9VaFbnf5hoNRn2D+hJ5WyTRi6MJmhjU69uCSCgSPSGhyXZ1fZ2iq0JRdCILIhdcqf3UVNA/Zb7Oix6TUduCJDRdUXOuhqyvslCtVZH3XR66htZzjLwDvYlYGEH04uhe3y9NQpHoTRKarFeXL5+1F4qEzZPfpBVxtNB08cxFNMkaVGtVFGwvMDr52jvQm4gFEUQujGTY1GE4OTv1Sl8kFAlLktBkOV0PRW2sUyTskvxmrZg9hqaq0io0GwzBqHBXodHb9X2CfZqCUW+dMZJQJKyZhKbe050zRc1qX9YpcigyytsQWw1NlacqUa9Xo1qranPl637D+xG5MJLIhZG9MsdIQpGwZRKauq/Hoahl7cs6RQ5FRn0bZs2h6cKJC6jXGYJRW3ulDRg1gMjbDMFo8PjBJr0rTUKRsGcSmtrW3RWtpfaFMfJKsCM9WavFFKHpfMH5pmB08qeTRtv4hvk2BaOAsQEmC0Ym/2tRCBviyKGpWytaX73Nh9S+aIe8MuxYTwbOzoamszlnm4JRcUqx0X74Rfk1XUrzi/IzSTCSUCRE20wSmryGcnM83FtZQATWM/fGJCtaS+2LTpJXigMxVWi62fVm4vLiKNtSRmlaqdHnChgbQOTCSCIWROAX4dfjvksoEqL7ulX7lbmkT4FXdi3E/QfLnWnqzorWgR6DiBs5VWpf9Ji8chxYpwdOPfif9idSFUmkKhLvMm8yyGh1vMHjBzcFI99Q3x71TUKREL3Hmi/P9aj2vSaRMPdJXA5tlRWthUnIvyKiydUDp16v58iuI3z1/ldUb6+mz+k+Rh9TFFSEKlKFKlJFzaAawvqFEV8Qz7397iXKP6rTzy2hSAjLMRqaNr/A5h3vkjnck+rGmmbtTRmaTFr7qamgf7LrPwAh2iD/qogmOq2O43uPo16vRrNBQ0VRBQB9aB6QzoWc40j4EdLC0rjQ/8KVLzTS5pyme8c1D00SioSwXsE+wSwLf4Blt78LKXspGu1vsjNNUvvClsgrzcFp67QUbC9AvV5N1sYsLp652KqNwknBsKnDiEiIIGJBBD5BPkDX5zS5OLng5epFo66xVdtWzykDoxBWo6eX51ydXPF09ZTaFzbHYq+8xKVLcfH1JSkpiaSkJEt1wyHVV9WTsyUHzXoN2Zuzqa+sb9XGydWJkPgQlAlKwueE08ev9eW2rg6cWp2WirqKNvsV6B0o+x8JYQO6WvsNugYa6hraPN5g78ESioRVstgr8bOXXsJn2jRLPb3DqTlXQ9bXWWjWa8jdmktjXWOrNq5eroTeEooyQUnoLaF49PPo9PG1Oi0Hig6QVpLGiYoTXGxofUaqI+drzpN3Po+fT/1MtH90l+Y0CSEswxS1f67mHLnncjl48iAx/jE2tU6TsG8S1+1YZXElmmQNmvUaCnYWGN0nzWOAB+G/CkeZoCTkphBcPV07dezuzCsY5DUIX09fGnQNlFSVdGmdppZzmoQQltGT2tfqtBRXFdv14pbCvkhIsjPn88+jXq9GvV5N0f4io228A71RzlcSkRDB8OnDcXZ17vC43RkYA7wD2r181pPFLSU0CWEeWp2WZNVak060tqYlB4Roj4QkG6fX6ynLLGsKRm0t7th/ZH/DxOuECILjgjvcQLY3QlFLbc1r2JS9qct7z0loEsI0mmr/4DvsfxxKNseZ/O4za16nSYirSUiyQXqdnlOHTjUFo3M554y284vyawpGHe2TZo5Q1BFTbqMioUmIzmm39n2AFuPA5dqfHDzZZBOte/IHU7PQ5D2Oe31BIpMwFQlJNkKn1XHsh2NoNmiarWHUUtDEIJQJSiLmR+Ab1vaq11qdlo2ajazJMAyMxZXFZg9FHZHQJITpdf0PIgg0891nPTrT9Dtw3zyZsJ/C5UyT6DEJSVZMW6clf1t+0xpGNWdrWrVROCkYPm04ygQlynlK+g3tZ/xYNhCKOiKhSYiu6/bijd5KEt/YScJHP+EyYaIZe9xal2tfVy+X54RJSEiyMp1Zw8jZzZlRvxjV7hpG9hCKOiKhSYjWTLaidWoqqMaDFY4Dbdb+kS/JPJ1BtVvz9jKnSXSX9b36HdDFsxfJ3pTd/hpGfS6tYTTf+BpGjhCKOiKhSTgi2ebjqtrveyuMH0/R3m/4UHtQJoKLHrPtyrBh5cfKydqYhSZZw7E9x9pew2hOOBEJEYyKH9VsDSMJRR2T0CTskYSijgV7BrAsVu6eEz1n35ViRfR6PaczTqNJ1pCVnEVxarHRdm2tYaTVaVmnWiehqAckNAlbJKGo50y65IB7nNw950Acu3J6ma5RR9GBIsMdackazuedN9puQMgAlPMNE6+HTh6KwklxZWCUUNRrJDQJayShqPf1KDQB7n+FsF2LufnMPDnTZOekkkxMW6ulYEcB6g1qsr/Kpvq08R2vB48fjHKeIRj5RfnRqG9ko2Yjj699XEKRhUhoEpbQ3TXKTLlOkaPrcu27QnplLun7X5HLc3ZOKssEai/UkvNNDlnJWeR8k0N9Ves70hTOCkZMH0H4vHCUc5X0Ce7DRs1G3sh4g/3fSSiyRhKaRG+QM0XWz1jtr0xdyeaczahKM6jW1hgWkLpE5jTZL6m0bqo8VUnWV4aJ1wU7CtA16Fq1cfF0YfQvR6Ocp2TkrJF8X/Y9/8z4J/vXSiiyRRKaRHdIKLJ9wT7BLJ+xnOUzlkNqKkUzxrPyvQfZXHVYVgS3c1J5XXAm60zTxOuiA8Y3j/Uc6EnYr8IInRuKapiKz/M+N1w+e1tCkb2R0CSMkVBk/4IrYXn4QyyPjQVanGnqKDTJiuA2xWKVmLh0KS6+viQlJZGUlGSpbrRLr9NzKuVU08TrM+ozRtv1G9aPsLlhlMWW8bX717xe/DrFR4vRH5VQ5EgkNDkmCUWi2ZkmOhGaOloR3BLfhDDKYpX52Usv4TNtmqWevk2NDY0c230M9QbDViCVJyuNtvOP8Uc/Rc+PI35kp8tOiquK0R+TUCSukNBknyQUiY60GZrSvkR1OrPjFcGd3Ah7GG7OfI17hy6VM00WJJWKYSuQ3K25ZCVnkb0pm9ry2taNFOB1jRd5kXnsGrqLbPdsw8BopKmhuYQi0ZyEJtvU3bvPpPbFZU2hyedXTSuCr2z4uf0zTYGQnv8/Xnn7f7JOkwU5bOVWl1WT/XU2mmQNed/lGd0KROGq4ELMBQ6HHObg8INUeVe1eTwZGEVXSWiyThKKRG8L9gxg+ZQuXJ5rY52m+DNzuP+a++VMUy9yqEo+X3C+aeL18b3H0etaD3yNno3kK/M5MvoIOaNzqHdvfTs/yMAoTE9Ck2VIKBKW1ury3L4trPzrLWyeH4WqurCddZpWXKl9r6HE3wT3VxYQQawlvg27ZNeVrdfrKU0rRZNsmHhdmlZqtF21TzWqMBUapYbCEYU0uhg5qyQDozAzCU29Q0KRsHbBngEs3w3LV3wMsbGdW6epMpf062DFroW4/yChyVTsrtJ1jTpO7DthmHidnEV5YbnRdmd8z6BRalBHqDk15BR6p+aDpAyMwtpIaOqe7oaiSUGTSIpOktoXFtetdZraC019R1roO+kdGo2GV199lczMTABee+01JkyY0KqdXq/n0Ucf5emnn2bIkCGdOrZdVH5DTQP52/LRbNCQ/XU2F89cNNquKKgIjVKDRqnhjF/z2/klFAlbI6HJODlTJOyd0XWaNj/HNzv+Q+ZwT6oba5q1bxWaLt89d+ZTu1jccuvWrfzrX/+ioaGB0aNHM2fOHAoKCnB3d2/W7umnn2b27NmdDkhgwyGp5nwNOZtz0GzQkPttLg0XG1q1aXRqpHBEYVMwqvS5cju/DIzC3jhqaJJQJBxdsE+wITTd/h9I2UvRaH9Wbn6OzTv+g8pYaLp891z5N4bFLfOWNA9NZy30jXTT73//+6b3H3zwQV5++WXWrl3LHXfc0fT5t956i5CQEGbPnt2lY9vUyFBRVIFmo2HideGuQnTa1luB1LvWkxOag0apISc0h1pPwz36TWuVyMAoHIS9hiYJRUK0r8uhSa9tHpoaIOz4Um6Oh3tTbSs0Pfjgg/zjH//g448/bgpJGzZsoLy8nEcffbTLx7PqkUKv13NGbdgKRJ2spvhgsdF21V7VZIVnoVFqyB+Vj9ZVKwOj6JQ1a9ZY7YrvpmarockRQpEjvQ6F+bUKTTWlhrvnfjmKzMp8Ll5e3DIdiLl091z9CdKnwCtTLoWmcxCfB/enWHdoGjlyJPHx8Wzbto0zZ86QnZ3N7t27ee2117p1PKsbOfQ6PSd/PolqvYqUL1OoLzR+C/75/udRR6jRKDWcGHoCnCDAO4Bbg261mYFRWJ4j/+NkraHJEUJRS478OhTm13T33APPwp13UrTqdVb+9/e8dtqLhvCLVLvS/O45V0gPMPy/4jpw10LYWesNTQsXLmyap1RSUsIHH3zQ7WNZxUjSWN9I7vZctq7ayunvTuNa7mq0XXFgcdP8otMBpwnoaxgY/xH9D5scGIWwJpYKTVqdlmTVWtnmQwgLCXbxZfluSLkmnK9ePExRX1j5fAKb09ej8qd1aHJpIzR57+P+MrXFF7f81a9+hZOTE59//jmZmZk4Ozt3+1gWG1m0Oi3rVOvYumIrfqv9cKs1nO9z5UpA0il0HB92vCkYeQz1IC4ojtejX+9xKLL0X26Wfn5r6IOlnx/g5MmTFn1+a/gZtNUHU4amq1cFbjpTdPAd9j8OxS9Pgpi2+2eOUGTp34O8Di3fB0s/vzX04eS5c8Clu+d8E1j+wXoAQ2iKhW9CIbO90MRRVrwd2XrD3i6EJlP8DFxcXOjXrx9lZWU4OTn16Fg9e3Q3vFPwJQC+W2ey8MuF+H7i2xSQABpcGtCEa9g4dyMf/+1jyl8u57FXHqNsRRnFfyxmQ+IGFkcv7vEguWbNmh49vqcs/fzW0AdLPz9Yxz9OltbZPlwOTT898BNVT1Vx4g8n+PuMvzNxyET6uPZp1f5yaFqxfwWRb0fi/Kwzrs+54vqcK7d9eRvrS3ZQ7INhHsRVFCgY7D2Y+cr5fL7wc+qfqefUH0+xfvF6FkUt6pWzRpb+Pcjr0PJ9sPTzW0MfTp4/b/TzwZWwfDf89AFUvQgnVsDfdsLEIuhTDy1P/F6u/Vf2v9Ks9u9JvqfDPvT0Z1BTU8Ojjz7KHXfcQVVVFdu3b+/R8Uw22uj1eiorK9ttc7H+Ik+mvWn4oO7S4+r01FJLVZ8qdt+ym8ApgcwKn8UzI55pNhjm5+abqqsAVFVVkZ2dbdJj2tLzW0MfLP38AFqt1uF/Bj3pQ+LgRBIHJwJQUl3Cupx17Dy+E815DQ265sty6C7914oOBjCA8QHjmT1yNjcNv6lXa98YS/8erPJ1ePIkBAQY3np7W6YPXdWDPnf6+Xvyc+ngsU19aK9dW19r+fn2PgbD++fPN3urvXiR7IAAw9cvf60NSRrD/wAlXlq+DK1lb4wHKo9K6hubzyW+XPvrj6zn9Rtfb/dHpNVq0ev1KBSKdtsZ09jYyCOPPMKyZctQKBS8+eabfPbZZ9xyyy1dPtZlCr1e3/bF/y6oqKigX79+pjiUEEIIIRzUhQsX8PHx6fLjHnvsMRISEpg2bRoAY8aMITc3l1OnTtG/f/9u9cVkZ5L69u3LhQsXOmx3fMdWYuYvIurpUeRTzF1v3cXA8wNbtTs55CTZYdkUhBfQb1Q/rh9yPQtCFxA6INRUXRZCdINWp2Xb8W1sKtjEkdNHKLtY1uFjBnkNQtlfibe7NycrTpJ7IZcabU27j3F1cmVEvxFcP+R6bgu7jZD+Iab6FkRnZGXBAw/A++9DeLile9M5e0avuAAAIABJREFU5uhzT56js49tr11bX2v5+fY+BsP7Tz8Nzz/f+i00f/8SLTq2Da9n06gajvg3UObV8TkWf29/ov2i8Xbz5u8z/s6ogaM6fEzfvn07bNPSiy++yJQpU5oCEsDdd9/Nn/70J1avXt2tNZLAhCFJoVB0KvkNG2g4ffdj/H/xmTYN9SI1X/ztC2p21uB53rOpXcipEEJOhcAuKBtUhkap4SHlQ5wZeoYwP+tb4E4Ie9XhLfkezdtfPdF6cdTiNm+yKNq3hQ+fuoXNCdFkVhe0mgjeQAM5NTnk5OXw37z/tjkRXPSSqiooLYWgIAgLs3RvOsccfe7Jc3T2se21a+trLT/f3sdgeH/AAONvAQYMQHu6lGQlrImB/cFQ0hf07VwFU+ghoK/5F21etWoVXl5e3Hbbbc0+f8899/Dss8/y+uuv88ADD3Du3Dm2bNnCPfd0PDfqMovfNxsRE8HydcvR6/WUHC7h589/5sjaI3DVNAS/M3747fVj6t6pVPStICs8i43Kjbz+w+u4uLtY5arAQtiq7qxT1J27z4I9A1i2B5a9+lHTTuemuHtOCNE9Wp2W5IhLoajgt5Qs6zgUBVZB3AlYnAkLpj2Ey9/eNVt/AdLT08nOzubFF19s9bWBAweyYcMG/vjHP3LrrbcSFBTEc88916XjWzwkXaZQKBgcO5i5sXOZ+39zOZd7Ds1GDUfXHaX0QGnT7HmfSh+uPXQt1x66llr32qYtSN46/pZVb6UghLUyVyjqSG8tOSCEMK4pFBW/xv7HoSR/CfrFl77YWN7sNn9oHooSMyBBDS5XDxXTzH7DPDExMcTEtL2GyI033sjhw4e7fXyrCUktDRw9kOv+eB3X/fE6qk9Xk/V1FlnJWeR9n0djXSMAHnUexGTEEJMRg9ZZS8HIAjRKDVnhWaw4vUJCkxBGWEso6oiEJiFMS6uA5FPbWHNya/NQVH0IjMyW6TAUOQCrDUlX6+Pfh9j7Yom9L5b6qnpyt+aSlZxF9qZsassNG9i6NLoQmhtKaG4ot266laLgoqZFKNMbLb//lBCWYiuhqCMSmoTomqZQlPMC+wv2GC6fpTxh+KKxUAQEVEJcESTOeJQFv3nL4UJRS5Yf+brIzduNyAWRRC6IpLGhkWN7jqHZoEGTrKHypGGdJgUKhhYNZWjRUOK3xTdN/FZHqDk15JRVbNopzOPtt9/mn//8J8XFxURFRfHaa68xdepUo21XrVpldEJfTU0NHh4eRh5hnewlFHXE1kPTnj17+Oc//0lKSgrFxcVs2LCBefPmmbUPwr60G4oKgR+BU0AVsBgUERBYCZMCx5O4KoUFT6zC5ddLANgV0g9XI8OGGlCa45uxEtY/ErbD2dWZUTNHMWrmKGb9exbFKcVokg2BqSzzym3JLSd+Xw5Mx4Yfow7r2OlcmN7nn3/OY489xttvv82UKVN47733mDVrFiqVimHDhhl9jI+PD1lZWc0+Z+0ByVFCUUeMhaaVqSvZnLMZVZnK6kJTdXU1Y8eO5Z577mHBggW9+lzCPjWr/ZahCJrPKWoAAqD/tX0pX13Jn/bBS7MvhaJP/gCZd4KRcSCL5ied/HrnW7Fatj8yXqJQKBgyYQhDJgzhxudv5GzOWbI2ZqFJ1nDixxPNJn5PPDiRiQcnUuNZQ3ZoNuoINXkheTS4NZhtp3PR+1asWMF9993H/fffD8Brr73G1q1beeedd3jppZeMPkahUBAYGGjObnaZhKLOCfYJZvmM5SyfsRywvtA0a9YsZs2aZdJjCvum1WkNZ4oWwf7vbqbk67PNa9/YRGuPQcSNnEpi7CQS5j6Jy6FdKFaPZ0oRnRoH/IHuLcNoH+x2pPQN9eW6P13HdX+6jqrSKrK+ykKzQUPB9gIa6w0Tvz1rPBl7dCxjj46l0bWR/NH5ZIRnkB2WTY2XYaE7CU22qb6+npSUFJ588slmn7/pppv48ccf23xcVVUVw4cPp7GxkXHjxvHcc89xzTXX9HZ32yWhyDSsPTQJ0ZJWpyVZtbZ17UcCdWdatW8Wirwuh6KtEBsLqamgf7L1k3TgGqAWw1M+DdzQw+/J1jjEyOkd4M34B8Yz/oHx1FXUkbMlB80GDTnf5FBfadhjxrnBmVB1KKHqUHCCM6FnOBJ6hKOhR6noV9F0LAlNtuHMmTM0NjYS0GLvoYCAAEpKSow+RqlUsmrVKmJiYqioqOD1119nypQppKWlERpqvpXeJRSZh4QmYW2aav/gO4a7zzbHdb72TRSKLhvcvz//AcZj2Gr1f8BMYBcwrZ3H2RuHG0ndfdyJXhxN9OJotHVaCnYUoNmgIWtjFtWnLw2KOhiUNYhfZP2CX/ALCIOsiCz2jdjH8f7Hm53SlNBk3VpuktjexolxcXHExcU1fTxlyhRiY2P597//zRtvvNFrfZRQZB0kNAlza7f2fYAW44ACBYHuvsQdPkPinS+TMPuPV2q/h6GopfAhQ7h6Q5TJwAngFSQkOQwXdxdCZ4USOiuU2e/MpuhAkeFOuQ0azuefv9IwG8KzwwknHJ8QHyomVvDj8B/Z12cf1Y2dHzglNJnPoEGDcHZ2bnXW6PTp063OLrXFycmJa6+9lpycHJP2TUKRbZDQJEytafHGg39m/051J2ofAr0HN9/i58hRWDoenog3OtG6N8UBn5j1GS1PRtpLnJydGDZlGMOmDCP+n/GczjjdtLRAyeEr/9BW5FVAHlzHddw0+CaCZwWjidCwpc8WMs5ndGnglNDUe9zc3Bg/fjzff/898+fPb/r8999/z9y5czt1DL1ez5EjR9pdzbUzJBTZBwlNoquM1v5ioGSH0fZNte+tJPGNnSR89BMuEyaat9PtOAwMtnQnzExGXiMUCgUBMQEExAQwfdl0ygvLm5YWOP7DcfQ6wz9wVcVVaD7UADCv3zz+Mvsv+N3sxw6/HXxT9E2n12oJHRhKfEg8911zn4QmE3r88ce56667mDBhApMnT+Y///kPx48f5+GHHwbg17/+NUFBQU13uv39738nLi6O0NBQKioqeOONNzhy5AhvvfVWl563O6EowDuAycGTJRTZkJ6GJjetG8MahxE31HCJt6CggCNHjjBw4MA2l6gQ1s1kfxClpoJqvEnPFFVdvEguwKUlTgqAI8eOMRAYBiwFTr77Lh9fav/at98yAogC6jGcQVp36X9HYrGROHHpUlx8fUlKSiIpKclS3eiU/iP6E/dYHHGPxVFdVk3219lokjXkfXdli5S6C3Wkf5oOn4KzuzOPxT+Gcr4S7xnerDmxpt0F7jLKMsgoy+DVA6/KmSYTWrx4MWfPnuXZZ5+luLiY6OhovvnmG4YPHw7A8ePHcXK6stdQeXk5Dz74ICUlJfTr149rrrmGPXv2MHFi+3/JyZkiAcZDU3uLW9afqCf3o1xyDf908fjjjwMQGR/J2tVr5UyTDeh67V9a0Tp0BolTHjZcPjNT7R9SqQx3pt1+OwCPA/z1r9wNrAKKgeNnrtwxV6/V8ifgJOCJISxtBm4xS2+th0Kv15t10fGKPXvoN306F3bvxmeabU//qq+qJ/fbXDTJGrI3ZVN3oa5VG4WTgmHXD0M5X4lynpKqgVXtDpwtSWiyPhKKTCQ1FcaPh5QUw904dq6j0NSSxS/P2eLvp5f7rNVpSf5mBWv+9wT7rxlESd3ZTp0ljgsy1P6C2pG4XDup4/6193209bWWn2/vYzC8/8kncOedrd9C8/c765FH4O23u/YYKycjdQ+4ebsRuTCSyIWRNNY3UrirsOmyXFVxFQB6nZ5je45xbM8xtv5hK4HjApk+fzoPzXsI/xh/Tlae7PZWChKazENCkTAFW99GxRG1WfttrVPUMhS1PFOUmmq+zguTkJHbRJzdnAm5KYSQm0K45c1bOPnzSUNg2qDhbPbZpnYlR0ooOVLCruW7GDBqAMr5SpbMX8LT9z6Nk7NTjwZOCU2mIaFImIMpQ5PUvml0dz5hm6FI2Dz5bfYChZOC4LhgguOCmfnSTM6ozzQFplOHTjW1O59/nv3/2s/+f+2nj38fwueGo5yv5Kkbn5KB04wkFAlrIKHJ/LpV+22tUyTskvx2e5lCocAv0g+/SD+mPjWVCycuGPaU26ChcHch+kZDQVafrib1/VRS30/Fra8bobeEopyvJHRWqAycJiahSNiCtkLTpuxNXV5yQGrfwCS1b8F1ioT5yW/YzPoN7cfE305k4m8ncvHsRXI2G7ZIyd2ai7ZGC0B9ZT2Zn2eS+Xkmzm7OjJw5EuU8JeFzwwkOkL82u0pCkbAHcqap66T2RU/Jb9+CvHy9GPvrsYz99VgaLjaQ912eYYuUr7OoPV8LQGN9I7lbcsndksumhzcx7PphRCREoJyvpP/w/jJwGiEDo3AEUvutdX1Fa6l90T55NVgJVy9XlPMMywQ0NjRy/IfjqDeoyUrOoqLo0ga7ejj+w3GO/3CcrX/YyuDxg4lIiCAiIYJBykGAYw6cEoqE6IXat8Q30UXdXtH66m0+pPZFO+TVYYWcXZ0ZeeNIRt44kllvzKI4pRj1ejXq9WrOZl25U644pZjilGJ2/HUHgyIGEbHAEJgCxwU2beJqj6FJQpEQHetx7Tu5EvYIxGeu4N7gpVL7wiHJq8XKKRQKhkwYwpAJQ5j54kzK1GWo16vRrNdQnFrc1O6M+gw/PP8DPzz/A/1H9EeZoCQiIYKhk4eicLqy670thiYZGIXouS7Xvq6B9ABIz1/NindW20jtQ2AlxIXeQOL1D0vtix6TV4+N8Yvww++vfkz76zTKC8tRbzAEpuP7jnN57CgvLOfAigMcWHEA70BvwueFE5EQwYgZI3B2dW52PGsMTRKKhOh9dln7NSMurWj9CkTZyCrhwqrJvyQ2rP+I/kz+w2Qm/2EyVSVVaJI1qNerKdxZiE6rA6CqpIqUd1NIeTcFjwEehP8qHGWCkpCbQnD1dG11TEsMnBKKhLC8VrW/bwsfPnULmxOiyawusI3alxWthYnJvyx2wjvQmwkPT2DCwxOoOVdD9qZs1OvV5G3NQ1trWFqg9nwtaR+nkfZxGq59XAm9JZSIhAhCbwnF3cfd6HF7IzRJKBLC+gV7BrBsDyx79SOIjbVY7Qd4BzA5eLLUvrAIebXZIc+Bnk1LC1zehFe9Xk32pmzqK+sBaKhuQPWlCtWXKpzdnBkVP4qIhAjC54TjNcirzWP3NDR1hoQiIayP1L5wRPLqs3NXb8KrrdNSsL3AMPE7WUPN2RrAsBZTzuYccjbnoHBSMHz6cMNaTPOU+AT7tHt8YwPnBykfsDpjNQXnC2jUN3aqn16uXkwaMomHJjwkt+UKYQNMWfuTgybz4IQHJRQJq2OxV2Pi0qW4+PqSlJREUlKSpbrhUFzcXQi9JZTQW0K59d1bOb73eNPSApUnKwHQ6/QU7iykcGchW363haBJQU1rMQ0cPdDocbt6Ct2Yiw0X2XlsJz8W/cgLP7xgVUsOCCGMM1Xtby/czt4Te3l+z/NS+8KqWCwkffbSS/hMm2app3d4Ti5OjJgxghEzRvDL137JqUOnDIFpnZpzueea2p386SQnfzrJtie2ETAmgIiFEYQnhLNXsbdbO2XHj4rndPVptuRusdolB4QQxvVkPmH8qHhKq0ql9oVNkfOaAoWTgqCJQQRNDGLmSzMpyyxDtU6FZr2G0qOlTe1Kj5ZSerSUXct2cdrvNOciz9EY2YjeX29YoOTy8a4KRYnRiUYvn/3thr8B1nHbsRDCOK0Ckk9tY03OCya7yUJqX9gSCUmiGYVCwcDIgZxxOsP3yu/JPJLJoJRBRKgiCD4Z3NTOv8wf/93+zNg9gzO+Zzg+7jh9ZvZhzq1zWBi1sNPzCozNa1iZupJvcr6RgVMIM2t2pqhgDyXLQJ/yRJvtezLR2hrXaRKiJQlJov1T6B6QNSWLfVP24XPBhwh1BJGqSIadGIZCbzh9NOjsIAZtHwTb4fQHp9m5cCeRCyMZMmFI0/YonRXsE8zyGctZPmM5IAOnEL2pw8tnLcr3ciiaFDSJpJgkk060NskfTF5Dib8J7q3IIwpZTFL0nIQkB9TdtUriwuNIvNdw+aympAb1BjXqtWqO7TmGXmd4/Pn88/z4jx/58R8/0m94PyIWRBC5MJLgScHNtkfpLPlrUwjT6XLt6yHQYxBxI6ea/Zb8bv3BVJlL+nWwYvci3PdK7Yuek5DkALoditqZU9R3SF8mPjqRiY9OpKq0Cs0GDaq1Kgp3FaJvNBz7wrELTduj9A3q2xSYhl43FCdnp259LxKahOi8Hi3c6jWJhLlP4nJoK8Ra/qyM1L6wBAlJdqg3QlF7vAOurPZdXVZN1sYsVGtVFGwvaNoepfJkJT+/8TM/v/Ez3oHeKBOURC6MZPi04d0OTCADpxBXM+lq9qmpoH/STD3vOqO1v/kFNu94l8zhnlQ31jRr317t33/N/UT4RVji2xBWTkKSHTB3KGpPH78+xN4fS+z9sdScqyHrK0NgyvsuD13Dlf3kDr19iENvH8LLz4uIBMMZpuHTh7fagLerJDQJRyJb/FwR7BPMsvAHWHb7u5Cyl6LR/t2ufQlN4jL7qA4HY02hqD2eAz0Zt2Qc45aMo/ZCLdlfZ6NaqyL321wa6wyr8V4su0jKeymkvJeCp68nynmGM0wjbxyJs1vPAhNIaBL2RUJR55my9iU0OS7HqBYbZyuhqD0e/TwYc+cYxtw5hrrKOnI256BaqyLnmxy0NYYNeGvO1nB45WEOrzyMR38PwueGE7kwklHxo3Bx7707aCQ0CWsloch0TFb73mO43xckMjkGqR4rZA+hqD3ufd2JTowmOjGa+up6crfkolqrIntTNg3VDQDUlteS9lEaaR+l4dbXjfA54UQtiiLk5hCTBSaQ0CSsi4Qi8+lR7f8O3DdPJuyncG4OuZl7r7lXzjTZKakmK2Dvoag9bn2ubMDbUNNA3tY8VGtVZH2VRX1lPQD1lfWkr04nfXU67j7uhktyiyIJiQ8xySW5q0loEubU3VDUG+sUObou176uvqn2X9n/ilyes1NSXRbgyKGoPa6erijnKVHOU6Kt1ZK/Ld8QmDZmUVteC0BdRR1pH6eR9nEaHgM8UM5XErUoyjCHqYeTvo2R0CRMSc4U2Y42a//Il2SezqDarXl7mdNkn6TazEBCUde5eLgQdmsYYbeG0VjfSN73eWR+nknWxizqKuoAqD1fy5EPj3DkwyN4+noSkRBB1KIoRswYgZNL95cVaI+EJtEVEorsR1Pt970Vxo+naO83fKg92LXalxXBbY5UXy/obiiaFDSJpOgkhwxF7XF2cyZsdhhhs8PQ1mrJ++5SYPoqi/oqwyW5mrM1pL6fSur7qYZlBRZEEL04mmFTh/VoHaaOSGgSV5NQ5DiCPQNYFtvF2pcVwW2OVKMJyJki83HxcCF8Tjjhc8JpqGkgd0sumZ9nGiZ9XzRM+r5YdpGUd1NIeTcF70BvIhYazjANmzKsW1ujdIWEJscioUhcZtLad4tDKt86WKw6E5cuxcXXl6SkJJKSkizVjW6RUGQdXD1diUiIICIhgvrqenI255D5RSY5m3PQ1hqWFagqqeLgmwc5+OZB+g7pS+RtkUQtjur2XnJdJaHJvkgoEp3VoxXBAfenIWzXYuLPzJHatyCLVetnL72Ez7Rplnr6LpFQZP3c+rgRtSiKqEVR1FfVk/V1FqovVORsyWlauLLyVCU/vf4TP73+Ez5DfZraD7l2CApF7wcmaDs0bcrehKpMJaHJykgoEqbS5RXBXTBcntu/QtZpsiCpXiMkFNk2N283YpJiiEmKoa6ijqyvssj8PJPcrblNW6NUnKhg/7/2s/9f++k/sj/RSdHE3B6Df5S/WfsqZ5qsi4QiYS7t1n5pOtXaGrjqb7fW6zTFEfaT8srdcxb6PuydVDMSiuyZu49700rfteW1aJI1ZH6RSf73+U2b75YXlLP3xb3sfXEv/jH+xNweQ3RiNP1H9Dd7fyU0mZeEImEtmtV+aipFM8bz4XsPs7kqtY11mhqa176TK2GPQHzmCu4f+lcJTSbikNUtocgxefT3aNpL7uLZi4bA9FkmBTsK0OsMv//T6afZvnQ725duZ+h1Q4lOiiZqURR9/PtYpM8SmkxLQpGwFcGVGC7PxRqWCuhwnSZdA+kBkJ6/mhVvr5bQZCIOUe0SikRLXr5exN4XS+x9sVSVVJH5ZSYZn2ZQdKCoqc2JH09w4scTfPvYt4yaOYro26OJmB+Bu4+7xfotoalrehKKFkctltoXVqPL6zS1F5qGzZfQ1El2Wf0SikRXeAd6M+l3k5j0u0mczz9PxmcZpH+aTllmGQD6Rj153+WR910emx7aRNitYUQnRRM2OwwXD8u+TiQ0NSdnioSjaLVO074tfPjULWxOiCazuqD90JS/2nD33PGlhsUt64pkyYE22MVoIKFImMqAUQOY+tRUpj41ldL0UjLWGALThWMXAGisa0S9To16ndqwj9x8JTG3xzDyxpG9tsp3VzhaaJJQJIRBsGcAy/bAslc/gthYivZtYeVfb2Hz/ChU1YXG756rP2FY3PLEk81C0/0pcvfcZTY5OkgoEuYQEBNAQEwAN75wI0UHikj/NB3VFyqqTxsGm7qKOtI+SiPtozT6+PchclEkMUkxBE8ONtuSAh2xt9AkoUiIzgn2DGD5bli+4uOm0NR0pqkyr/Xdc1eHpuvAPW+J4fJcHtx7GKLKLPe9WJJNjBYSioQlKRQKhk4eytDJQ/nlq7+kYEcBGWsyUK9XN+0jV326umnRyv4j+hOVGMWYO8bgH23eJQU6YmuhSUKREKbR7EwTGO6ee34Bm9LXoRrqTrWurnlo0msNl+cCLoUmLYSdNYSm+1Mg4qyFvhEzs8rRQ0KRsFZOLk6E3BRCyE0hzH5nNjnf5JD+aTrZm7KbFq0sLyxn38v72PfyPgLGBjDmrjHEJMXQd0hfC/e+NWsLTRKKhDCP4EpY5jufZR+sg09WUvTInXz4/AI2p68j05/Wd8+54JChySpGEwlFwha5eLg0bYtSe8GwBlPGmgzyt+WjbzS8fkvTSvk+7Xu2/WUbI2eOZMxdY4iYH4Gbt1sHR7cMc4cmrQKST21jTc4LEoqEsKBmoQkoWvU6H374ezaHYQhNrrS+PNcyNOk/J/47T8Piln72MavJYqNLcskuNn7+uoQiYRc8+nkw7u5xjLt7HNWnq8n8IpOj/zvKyZ9PAqDX6cn/Pp/87/PZ7LUZ5XwlY+4aw6iZo6xiwndbTB2awgeFX/mDqGAPJctAn/JEm88voUgIywh28TVcnttj+LioL3x4DWwKA1VboYlzrbdRubQieKhvKIDN1a/Ze7vwkGFAvPvwcvAw3kZCkbBlffz7MPG3E5n424mcyTpD+up0jn5ylPKCcgAaLjaQvjqd9NXpeAd6E317NGPuHEPguECrmfDdlp6GplYULT+UUCSENQquxGhoavNMk5HaHxcwjsMPHzZ/53vArKNPVX0V35cdaPPr3q7e/Hbcb/nN2N80GxjLSh10Wr2wfT6gfERJ+MPhlP5cSva6bPK/zqf+Qj0AVSVVHFhxgAMrDjAgfAChC0IZPX803kHeFu545zjjzANhD/BA2AMAnKg4wfM/P8+eoj1cqL/Q8QH04KxwYqjPMH4d8Wvuj7lfat9alJfD4MGGt8XFlu5N55ijzz15js4+tr12bX2t5efb+xgM79fWGn8Lzd83whl4IMfwP8AJr3r+sbA/Owaco7y23OjVocLywo5/RlZGodfr277O1Quing9B9Uw+PEmbZ5KcccYXX0IIYRzjCCDAnF0UondpgWzg6KW3OiNtRgHjACVgndOXAGikEQ0a0kmniCKqqOrR8aT2hbAN3an9kAEh5P6/XDP0znTMHpLO7tjBoJkzGRkTxFkqqVXWUh9V3+5j3JzcGNVvFNODp5MYnkj4wHAz9VaI3lV7vpb8r/PJWZtD6aHSVl937etKyJwQwheH4z/e3+KX47Q6Ld8WfktyXjIppSmcvni6w/mEfl5+jPcfz9yQuVzjdw1rc9ay7fg2ss6qudhY2+qS29Wk9i1IrYY774RPPoEIG5mEa44+9+Q5OvvY9tq19bWWn2/vYzC8/9xz8Mwzrd9C8/cBLTq+HVlH8ugaUgIaOO2lQ99O7V6eNjM5eDKLoxYzKXgS/l7+eLl5de1nZmFmv9jv6mJ4yiNvforPtGlAx/Ma6nX1aM5r0JzX8F76e1a3wJ0Q3TYYRkaOZOYTMzmXd46jnxwl7aO0K/OXKhvQrNagWa3BN8yXsUvGMvausfgE+5ile71xS/7E8ImGdzqx07nUvgUVFxv+79+/3csuVsUcfe7Jc3T2se21a+trLT/f3seX23t4GH8LaN1cWD+gmM+i4cBQKPGm/VCkhwCdJ5OjfmlX+x5axXdgbWu1CGEJA0MGMmP5DKY/M51jPxwjbVUamV9m0lDdAMDZ7LPseGoHO/66g5D4EMYuGYtynhJXT1eT9cHc6xS1udO51L4QZqVVwPrKA3y26FIoyl+CflHb7RV6CKiCyScgMQMS1ODy8BJY/LbZ+mwOVhGSWpLQJByZwknBiOkjGDF9BLP+PQvVOhVpq9Io3FVoaKCnacNd937uRC2OYtyScQTHdX07FGtbvFFqXwjzaBaKCn5rWI6j9E2INN5eoYfAKog7AYszYYEKXMw6WccyrDIktSQDp3BUbt5uTesvnS84T9rHac0ux9VdqCP1P6mk/ieVQRGDiL0/ljF3jaGPXx+jx7O2UNQRqX0hTEOr07I+Ej47+CcOnE9vHooay40sxwGBlYZQ1HSmyAFCUUs2EZJakoFTOKIBIwe0eznujPoM3/3xO7Y9uQ3lPCWxD8Qy7IZhbMzeaDOhqCNS+0J0jlanJTkC1hz8M/t3qg21vwgo2Wlo0DIU6SHQpT9x6eWGUPTfX3LmAAAgAElEQVTkKlx+vcTc3bY61jP69YAMnMKRGLscd3jlYY7/cBwAXYMO1ZcqVF+qKO9XTmpsKkfGHaGiX0XrY1l5KOqI1L4QBkZD0WKgZIfR9s1C0Q2/JeE3b+LyvzfhmTsNDWxoHOhNdvlTkIFTOAonLydyr81lk8cmVJNVDN07lHFHxtHnouFyW/8L/blx543M2DWD3NG5pMamUhlbycThE20yFHXEFLUfOjCU+JB47rvmPql9YbW0Oi3JqrXNzxK3F4qAgEqYHHoDiUNuJmHuk1dC0Zw40L9p1v7bCvsZHdshoUnYi3bnFHmB5iYNO27cQVh2GLGpsYzOHY0CBU56J8JywgjLCcN7tzdjl4wldnysXQUkY7pT+xllGWSUZfDqgVel9oXVaKr9g++w/3Eo2RzXwaXzS3OKQm8g8fqHSagZgcu1kyDlFUMD/ZPm6biNs+8Rsg0SmoSt6M5Ea//+/igTlMxZNoeZfWaS/lE6h1cepuKE4XJbVUkV+17ex76X9zHyxpFM+M0EwueE4+zqbK5vy2Kk9oWt0Cog+dQ21uS80Lr2fYAW40CzM0UtQ1FULKSmmvtbsAs9Dknr16/nvffeIyUlhbNnz3L48GHGjRtnir6ZjQycwlr0xt1nM5bPYNrT08j/Pp/U91PJ+ioLndawF0rBjgIKdhTgPdib8Q+OJ/aBWHyCzLNQpTWQ2hfWolntF+wx3H2W8kSb7RVAoPfgK7UvoahX9DgkVVdXM2XKFG677TYeeOABU/TJ4mTgFOZirlvynZydGP3L0Yz+5WiqSqtI+ziN1P+kci73HABVxVXs/vtu9jy/B+U8JRMemcDIG0dafBsUc5PaF+ai1WlZr17PZxmfcaDoQOvab3VLvqH2J3tHkPT6DuZ9/BMuEyZeaSChqFf0OCTdddddABQWFvb0UFZLBk5hKtawTpF3gDdT/jyF6/54Hfnb8zn09iGyvspCr9Ojb9SjXqdGvU6Nb7gvEx6ZwLi7x+HRv43dqO2c1L4wFa1Oy/qT3xsWb/zuZkq+Ptt+7esh0GMQk0dOIykmiXnKeYbaT00F9Xi5+8xM5KfcDTJwis6yhlDU5nM5KQiJDyEkPoQLJy6Q+n4qqe+nUlVi2M37bNZZtj62le1LtxNzewzX/uZaBsfayB5evURqX3RWm2eKIoG6M63aN50pCp5MUp9JzJvzBC6HtsKlLXuEZUhIMgG57Vhc1t1QNCloEkkxSRa7Jb/f0H7c8OwNTHtmGppkDYfePtS0DYq2RsvhlYc5vPIwQZOCmPT7SUQujHSIid4dkdAkLuvw8lkLzULR1WeKwHC2yAFXt7ZGXRqNV69ezUMPPdT08ZYtW5g6darJO2Xr5LZjx2HNZ4q6w9nVmajbooi6LYoyVRmH3j1E2kdp1FXUAXDyp5Osv3092/6yjWt/ey3jHxiP50BPC/faekhochxanZb1mV90LRS5+xJ3+AyJd75Mwuw/WlXtC+O69BuaM2cOkyZNavo4KCio208cOm8eCjc3goKCmo6TlJREUlJSt49prWTgtB/2Fora4xfpx6w3ZjHzxZmkf5rOwbcPUppWCkBFUQXbn9zOnmf3MPbusUz6/SQGhQ+ycI+tj9S+/ej6OkVGav/IUVg6Hp6IlzlFNqJLv6W+ffvSt29fkzxxTnIyPtOmmeRYtkYGTtvhSKGoLW7ebk3LAxzbfYwDrx4g6+ss0EPDxQYOvXOIQ+8cIvSWUOL+EMfImY53V1xnSe3bjnZr3+g6RfZX+8IEc5LOnTvH8ePHOXXqFABZWVkABAYGEhgY2NPDOwQZOK2HhKK2KRQKRswYwYgZIzibc5af//0zhz883LTBbs43OeR8k4N/jD9xj8URc3sMLh72+bMwFal969H12m+xTpEd174j6/Fv9KuvvuKee+5p+jgxMRGA5cuX87e//a2nh3dIMnCaj4Si7vEN9WXWG7O44dkbSP0glZ///TMXjl8A4HT6ab667yu2PbmNax+9lkm/myTzljpJat98ul373koS39hJwkct1ikSdqnHo/uSJUtYsmSJCboi2iIDp+lIKDItj/4eXPen64h7LA71BjUHXj1A0f4iAC6WXWT333az/5X9jH94PJMfn0zfwaa5XO8ojNX+ytSVfJPzjdR+F5ms9lNTQSXrFDkK+S3bIAlNnSehyDycXJya7oor+qmIn177icwvM9E36qmvqmf/K/v5+Y2fGXfvOKb8eQoDRg2wdJdtUrBPMMtnLGf5jOWA1H57pPaFKcgrwA5IaLpCBkbLC54UTPCaYGa+NJN9/9zH4ZWHaaxrpLG+kZR3U0h9P5WYpBimzBmIv6U7a+Ok9q/Q6rSGDWEXwf7OrGgttS86QV4RdsiRBk4JRdar/4j+zH5rNtOfmc7+V/dz6J1D1FfWo2/Uc/SToxz9BMJJZGrGeYJkUWGTMGntu8VhvZXfTu13sKK11L7oCnmFOAB7Ck0SimyPd6A38f8Xz/VPXs/Btw5y4LUD1JytASALJVl372XkxyeZvmw6w6cNt3Bv7UuPah9wfxrCdi0m/swcqX3hkOQV44BsKTTJwGg/PAd4Mu3pacT9IY7U91P58aXdVJ6uBaBgewEF2wsY9YtRzHh2BkMnD7VsZ+1Ul2vfBdIrc0nfv8I2al9WtBYmJq8gYVWhSUKR/XPr40bcY3FMiHPm6OSH2Tc0iXMnDK+x/G355G/LZ/Ss0dzw7A0MmTDEwr21b+3Wfmk61doaw4JAl1h97cuK1sLE5FUkWjFnaJJQ5Lhc3JyJJZVx6/5DusaF3X/fzfm88wDkbskld0suEQkR3PjijbLliZk0q/3UVIpmjOfD9x5mc1Wq1L5wSPIKEx0yZWi6e+zdZJ/NloFRNHFyVjD2rrFEJ0aT9nEae57bw4VjhoUp1evVaDZqiL0/lunLp8s6S2YWXAnLwh9gWaxhZv3l2t+UvQlVmcostT8paBJJMUlS+8Ii5BUnuqynoak9ChQEeAcwOXiyhCIH4+zqTOx9sYy9ayypK1PZ8+weqkqq0DfqSXkvhbSP05j8+GSmPDEF977ulu6uQ+rt2pc/iIS1kVeg6LGrB06tTsvK1JW8/tPr5J7LpUHX0Klj9HXry7Th03hx5ouMCRjTyz0W1szZzZlrH7mWsb8ey4HXDrDv//ZRX1mPtkbLDy/8QOoHqcx8cSbjloxD4SQb6VqS1L6wdxKSRI90dV5BWyrrK9mcs5nNOZutaskBYTlufdyY9tdpTHhoAnte2MPBtw6ia9BRXVrNV/d9xcG3DnLzazczfKosG2AJUvvCEVgsJCUuXYqLry9JSUkkJSVZqhuii7oz2TLAO4C4IMMp9AWRCyipKrHaJQeE9fEa5MUvX/0lk343ie//8j3qdWoAilOLWTVtFdGJ0dy04iaZr9TLTDHRWmpf2BqLhaTPXnoJn2nTLPX0opNMEYpaziuwpiUHhO0YMGoAi9YuonBXId8+9i2laaUAZHyWQc43Odz44o1MeHgCTs5OFu6pfdDqtCRHwJqDf2b/TrVJbrKQ2he2Ri63iWZ6IxR1RAZO0RUjZozgwZQHObzyMNuf2k7N2RrqKurY8tstpK1K49b3bmVw7GBLd9PmGK39xUDJDqPtTTHR2uS1363vXIi2SUhycJYIRR2R0CQ64uTsxPgHxxOxIIJtT2zj8MrDAJw6dIr3J77PlL9MYfry6bi4yxDXlp5cPlsctdg6a9/JlbBHID5zBfcGL5XaFz0mI4iDscZQ1BEJTaItXr5ezPlgDuOWjGPTw5soyyxD36hn70t7ydqYxdxVcwm6NsjS3bQKXa99CKyEuNAbSLz+YYvckt/l2tc1kB4A6fmrWfHOaql90WMSkuycLYaijkhoEi0Nu34YDx1+iH3/t4/dz+5G16CjTFXGyskruf7J65m+fDrOrs6W7qZZ9Xiidc0IXK6dBCmvQFSsGXveNlPW/v3X3E+EX4Qlvg1hQ6zrXz/RY/YYijoioUmAYTHKaU9PI3xOOBvv2UhxajH6Rj0/vPADBTsKWPDpAvqP6G/pbvYak2/zkZpqhl73TKva37eFD5+6hc0J0WRWF0jtix6zrX8NRSuOGIo6IqHJsQWMCeC+A/cZzir9fTc6rY6i/UW8O+5d5nwwh8iFkZbuoknI3metBXsGsGwPLHv1I4iNldoXPWZfFeIAJBR1nYQmx3P5rNKo+FGsS1xHeWE5dRfq+PK2L4n7Qxzx/4jHycW2lgqQUNR1bdV+d/aek9p3TI5VMTZIQpHpSWhyHMGTgnnoyENsemgTmZ9nAnDg1QOczjjNws8W4jnQ08I9bJuEItMzSe17DSX+Jri3Io8orGOulug9UkFWRkKR+Ulosm8e/TxYsGYBI2aMYMvvtqDT6sj/Pp/3J75P0tdJ+EX4WbqLgIQiS+hW7Vfmkn4drNi9CPe9Uvv2TirKwrQ6LRs1G/k0/VMJRVZCQpP9USgUTHh4An5Rfnyx4Asull3kfN55/nv9f7ljyx0ETTT/MgHWuE6Ro5PaFy1JhZnZ5VC0JsMwMBZXFksosnIycNqP4VOH8+ChB/ls7meUHCmh5lwNH934EYnJiYz6xahefW45U2R7jNb+5hfYvONdMod7Ut1Y06y9rAhuf6TiepmEIvsjocm29RvWjyW7l/DZ3M8o3FVIQ3UDq29ZzeINiwmbHWay55FQZH+CfYJZFv4Ay25/F1L2UjTaX1YEt3NSgSYmocjxSGiyPe4+7tyx5Q7WJa1Dk6xB16Djy4Vfcse3dzBi+ohuHVNCkeORFcHtn1RkD0koEi1JaLINLh4u3Pblbay/cz2Zn2eirdWy5ldruHvH3QyZMKTDx0soEi2ZrPa9x3CvH3J5zgpYrEITly7FxdeXpKQkkpKSLNWN/9/encdHWd57H/9M9gQSICGEhLAEsidsiUiwNWgRcCsiVWAoXRTR4+PT070HehDap3qw7SnUo0drK1hbl1gRUCAoIGDBgiIJkmUmhCQQQvYA2bfJzPPHSGAyk3Umc8/ye/PKKzNzXzNzTZjfNd+5l+seNAlFYrAkNDkuDy8PHvzbg3Q0dlCYWUhHYwdvf/NtHs96nMDwQJO2EorEYPU2I/jeZUnkN1/ou/afAt99acR+Fi+nUVGQYhWbsXkzQenpSj39gEkoErZmKTRty9pGZmGmhCYFePp48vC7D/PG4jcoPV5KU2UTO5bvYNWhVewp2iOhSNjMjRnB/zawGcH1nb3O0/RYYwkJMk/TsJMK7kFCkbC3yKBINt2xiU13bAJkTZMSvAO8WfbuMl6c/SK6Sh2lx0tZcucSDiw+0Ot9JBQJa/W6lvnMu+RV59LsY9reZJ6mow/he+ymE/b63oasZ7I9t69oCUXC0cjmOfuwtPks4v4IHt3+KJ56T+admEdeUh6XIy8DEorE8Ouu/cD7ITWVsuOZbNedGthpVNiC7waIPbqChbVLeNQnTfZpsgG3q3AJRcLZSGiyjYHsU3Q58jIfL/iYRQcXoULFg5kPcvn3l1k5U0KRsL9I/zA2pgxiniYvjGuaTmxhC0hosgGXr3gJRcLVSGgamKHuaB32vTB8S31pL2hnbPlYvlv/XeYkzbFjz4WwrM95mqpyaNa1gupGe0uhKebochaGzmWNHD03IC736S+hSLgbCU1Gtjz6rGxaGdvmbQPgxH+fIPXxVDw8PezyOoQYKJPaz8qi7I5Utr/yb+xryuo1NOU2FpHbWMTWp8C36PvGyS1r35QpB3rh9GlAQpEQptwlNA3nIfmRaZFMXTiV4oPFXC2+iuY9DUnLHfPvIMR1kY0Y1zSlpAwsNBl0xsktr+03TjlwPTQVwaPtZRKacMKQJKFIiMFxldBk73mKvvaLr1F8sBiA7O3ZEpKE0+k1NFUft3z03PXQFAZbLq0z7tNU91VoyoakGmVeh5IcPi1IKBLCtpwlNCk9eWPUgiiCJgbRcKmBC0cv0NHcgc8In/7vKISD6g5NcWuNR8/99Xm2vfZDMu+eRl5jkXlo8uJGaLoNfHU3QtNjpyGhTpnXYU8Olx4kFAlhX44SmoYaiuZFzkM9Xc3S+KU2rX2VSkXMvTGcfuU0Xe1dlHxcQtySOJs9vhBKi/QKYdMnsGntr2H1asr++jzbt/+QfbGQN9GXZn27+Y7gvYSmR7Ndc58mxdOEhCIhHIu9QpNOr2N3Arx96uecOKJRPBRZErUgitOvnAagKqdKQpJwaZFeIcYZwf8JvLGNsidXs3027I2F/HHQ7E3focnwCjEvHWPhtIWsTVnrEqdRsXu60Ov1AHwneyNffFEooUgIB2er0LQgagETR03k09JPb6wpWgFUHrb4vEqEop6Co4O7L18ruWbX5xZCaZGN3AhNQFkgbEuBfTG9hCaVntyaXHJrctl6ciu+nr7EBMdw19S7mBg0kdUzVjNu5DhFXstQ2T1txB5ZBsAHlZ+An/lyFSpC/UNJCUvhgakPcN/U+0wGxpoqN9xzTAgH4okna2PXsjZ2LQAVTRVkFGRwqPQQBVcLaNG1mLS/OTT1RYWKcQHjSA1LZem0pdw95W7Fa7/Np+3G85+voaKiwu59UMy1axAebvztLK/bHn225jkGet++2vW2rOftfV0H4+W2Nsu/wfTyVzyBx88ZfwAqAnRkxLdyaFI7BcE6WrwMpqGpq707NAE89+lzVP+8enB/M4WpDAZD76txbKypo4nATYHwHLAOs5Dkgw+zmU0KKYQRZq9uCSFsoIsutGjJIotSSumkc0D3U6EikEASSHC82m8BfvfV5WhgtYJ9EcJBddGFBg117Z9zauQVmjqbLLYb7Tuaq+uu2rl31rHrmqSRPiN5YvJDvMIOi8s76OCzr/75ePgwddRU5kfOZ2XcSuKCZV8AIRyJTq/jwwsfsrtoN6erTlPdUt3npvPeGDDQQIND1n7T5Sbe+t1bAETFR7Hw8YWK9cXuNBpYvRreeAMSnGTfEnv02ZrnGOh9+2rX27Ket/d1HYyXf/MbePpp899gerkHHXo+jGpnV3Qrp8M6qQnQY1ABvtDXd6N5E+f1+ydyNHbf3Pa7xB/wCjvQfuM93vXNZ++5veRW55rt19Ch70B7VYv2qpZXcl5xmLlahHBXtjr6rL8znTtS7ZcWl3ZfHhMxhvAemx9cWkWF8Wf0aLPNLg7LHn225jkGet++2vW2rOftfV2/3t7Pz/JvMLmsU8HueHh7OpyIhMpAjKGoF9drf+6Euainq536vIeK9frHv/oDXiEh/FD9Q9S/VFPeUM72M9t7DU2OOsGdEK5quA7J7+1M5442TxPA5c8vd1+OSI0YtucRwpHoVLC78TPeXj7AUGSA8U0wzzuKFaufc+pQ1JNiryJj82aC0tO7r0cERbAhfQMb0jcASGgSws6UmqfI4pnOHWRyy9J/3liTNOHWCTZ7XCEciU6vY2ciZFT8kZM/hcqRYKh6ARItt78eitIuwcpcWKYBLwPw5N2QtNyufR9uDhv1JDQJMbwcbfLG6xxlcsuWuhbO7TMexjNi3AjGJTvXoctC9MYsFBV/H8NyoPkLCDRvrzLA+EZIK4NVObBU+1UocgMOG5J6ktAkhHUcNRT1R6nQlPNmDvpO47xu01dPx8PLw7YvTAg70el17Lx8kIzlcPLAYirb6/oPRV6jmZdzDbWbhaKenCYk9SShSYi+OWso6o89QlNnayf/+v2/uq/PfmT28L4oIWxIp9exu/yQcZ+iA4up3FNnrP1EoL3WrL2Kr9YUjb+Fla99Ydx89vcX4WmZ88LxRsAhktAk3J2rhqL+DEdo+vyFz2koawAg5r4Y2dQmHJrVoWjdX/H67vfhjR9BvgSjmznfiDhAEpqEq3PXUNQfa0NTaGMoj//v43jjDR5w13N3KfEyhOiVToVx81nhM5wsO3mj9nsNRSrG+4Yw90wt6m8/x7LwO/GaM/dGKHLBccBW3OYvI6FJODsJRUMzmNCk0qu4b8d9eLd5A5A1M4tJuycR888YFk5byJrZa6T2hd3p9Dp2anaSkZvByZJjVG4EQ9a6XttfD0XzsmtRf+e3LL33J3idOQvrU+EXbjQhqg2434j5FQlNwtFJKBoefYWmETtGMOXiFADqg+o5sOiAyfmnbj5pp4QmMVy6jz479TNOHtGa136POYuuh6K07FpW9QxF/3GXrCmygvzlviKhSShNQpEyroem5deW887Bd4w3qkCzVoNnkKfZaRYkNAlbM1lTdH3z2XKg8ojF9ioDjPcby7yo9Bu1L6FoWMhfshcSmsRwk1DkOMq/KGfnqp1c//PP3zifTb/aBAxsnyYJTWIwdHodO/P+YRqKBlr7I+aydMl/4PXFR5CSYsdeuycZYQdIQpOwloQix1SdW81b971FZ4txldH0VdOZv2l+9/Kh7AguoUncrHtN0ak/GSdv3JfWf+03GJgX+w3Utz9pWvtZWfRxV2FjMuIOUc/Q5EinUhCOQUKR46vKqeJv3/gbLbUtAEz6+iSWbFuCStX7iaokNIn+WNx8dr32A6FnyjGr/ZZJxqPPTv8eEmVtkZJkBLYRW8zVIgOnc7MmFK1IXuFSJ4V0BhVZFfx90d9prWsFIGJOBOo9arz8Bvd/IKFJ9BmKLFAB40eG9/6FKCtr+DstBkRG5GEiA6frkzVFzuvc3nPsWLmDzmbjJrYJcyew+qPV+I3ys/qxe9b+QDbNS+07l17nKerF9dpPGxnPyv85wrLXP8Prllvt2GMxVDJC24mEJucnocg1fP7i53z4ww8x6I3/dxO/NpFvZ34b3yDfYXm+oezPKLXvWIY0T9HI8aRFprEyeeWNtcRZWZCfKkefORHF/qdWrl+PV0gIarUatVqtVDcUI6HJ8Ukoci26Nh37f7ifrD/f2JSRtCKJpX9dOuhNbNaQ0OT4+t18ZmmeIkuhSDg9xf4XMzZvJig9XamndzgSmpQnoch1XS25yrsPvUtFVkX3bV9b9zUWPLsAlUfvO2nbg4Qm5Q16n6Kb5imS/Qldm/yvOigJTcNPQpF7KPiggN3f303b1TYAvPy8uO/l+5j1/VkK98wyCU3Db/A7Wss8Re5KRngnIaHJehKK3EtHUwcf/fQjk81rY6aNYfl7yxk/c7yCPRscCU3WsyoU9ax9mafIrciI76QkNPVPQpH7KvusjF2rd3Hl/JXu2+IfjOeB1x6wyRFsSpLQ1D+rZrSW2hc3kXeBi5DDjm38bVE4pc7WTj759Sf867//haHL+H/vHeDN4q2LSVmb0uckkc7KFqHJ2Se2NZ/Rem6fK3uk9sVAybvCRbnDt00JReJmJYdL2PP4Hq4WXe2+bcLcCSx7YxnB0cEK9sy+bHYKpZEzeDQUHK/yBzKjtSmpfTFU8i5xE64QmiQUCUta6lo4+IuDnNl+pvs2Tx9P0p9O5+vrvo6Hl4eCvVOeVaHpKfDdl0bsZ/GKrmmS2hdKkXeNm3KG0CQDo+iLvktP1qtZHP7lYVqvtHbfPunrk/jmX77J2PixCvbOcQ269vWddj/v5JBrf2QC6ucPs/RvJ2VGa2ET8gkiAMcITRKKxEBdOnGJ/f93v8m8Rz6BPiz83UJSH09VfO4jZ9Jr7We/Q25VLs09JiIfjpN126z2s7JAIzNaC9uRd5KwyB6hSUKRGKz6S/Uc/s/DnP37WZPbp397Ogt/t5DACAs7pIhB6a79kfdCairln37Idt2pwe/T1EdoktoXzsKqd1lnZycbNmwgMzOT4uJiRo0axV133cVzzz1HRESErfooHIAtQlN0cDSTR02mXddOfm2+DIxiwNob2zn+3HFObjmJrk3XfXvYjDDueeEeJqdPVrB3ri3CL5QNKaa1/2r2q2QWZg44NMUExzB59GTaOtsGXfsyo7VQklXvupaWFrKysnj66aeZOXMmV69e5Uc/+hFLlizhiy++sFUfhQMaSmjKq8kjryav18e8+fxHq6avklAk6OrsIntbNkc3HaW5+sZ7ym+MH3f8+g7mPDnH7XfMtreIoIghTzfSG/lCJByVVe/CUaNGcfDgQZPbXnjhBW699VZKS0uZNGmSVZ0TziMiKIJ1X19HbEgsGbkZHC89Tk1LzYDv7+XhRVxIHIumLXLYKQeE/Rj0BnLfyeXoxqMmE0J6eHtw6w9uJX1DOv5j/BXsobjOFrUfHxLPouhFTjtPk3BdNo/q9fX1qFQqRo8ebeuHFg5msPsVAHh7eKM36OkydJk91vU1TY4y5YCwP4PBQOG+Qg7/52GqzlaZLEtansSCzQsYM3WMQr0T19m69q+vabLX0XNCDJRNQ1JbWxvr1q1j1apVBAUF2fKhhQMY6s6WaZFprExeabJfgSNOOSCUYzAYKPqoiE/+3yeUnSgzWTblziks+K8FRKZFKtM5YdMdrYc8uaWEJqGAQYWkN998kyeeeKL7+v79+7n99tsB407cK1euRK/X89JLL/X7WCvXr8crJMTkNrVajVqtHkyXxDCyZSjqyRGmHBDKMwAFRys59sSrlH9RbrIsYk4EC/5rAVELolzydCKOTKfXsfPyQTKWw8kDi6ncU2ezgyxsNiO4hCZhB4MKSUuWLGHu3Lnd1ydMmAAYA9Ly5cspKSnh8OHDA1qLlLF5M0Hp6YPsrhhOwxmK+iOhyb3ou/RoDpZzjH+j6qenTJaFJoZy5zN3Er80XsKRnfRa+4lAe61Ze1vuaG3T0OST5pCnURHOa1Dv6sDAQAIDTechuR6QCgsLOXLkCCE91g4Jx6VkKOqPhCbXpNfpyc3I5dizx6jV1gLju5eFzQwj/el0Eh5MkMkgh5kjz1NkVWgCfDdA7NEVLKxdImuahNWsepfrdDoeeughsrKy2Lt3L11dXVRWVgIQHByMj4+PTTopbMORQ1F/JDQ5t66OLr78+5cc33zc5AS0ABFJo0nffDex98fKmqNhMqTa9w1hXnYt6u/8lqX3/sR5at8LchrPk3Nii2yeE1az6l1fVq3GBbcAAB3iSURBVFbGBx98AMCsWbNMlh05coQ77rjDmocXVnLmUNQfCU3OoaOpg+zt2Zz4wwnqS+tNlk2aFUz6meeZ+vo7qFLjFOqha7LJmqIzZ2F9KvzHXQ51mo8+a7/yLM26Vrgpa8s+TcIaVr3zp0yZgsHQ92Gfwn5cORT1R0KTY2m43MDnL3zO6VdO03atzWRZ1IIo0p9OZ0rgFUj9d5C1R1Zz5M1nw82k9rOyKJ+fyva/PMnepizZEVxYzTmrQgDuHYr6I6FJGZVnKjnxhxPkZuSi1+lNlsXcG8PtG25n4ryJxhuyrlh4BDEQ7hyK+hPRBBtiH2NDSgogR88J67hmlbgoCUVDJ6Fp+Bj0Bgr3F3Jyy0lKDpeYLPPw9mDGt2eQ9pM0wqaHKdRD5yehaOgs1f5gzz1nEpqUeBFCMe5ZNU5CQtHwkdBkvc7WTs6+cZaTW05+daTaDf7B/tzy5C3MeWoOgeGBvTyC6I2EouEzlHPPmYQmD29in4SFeVt4NHK9W9a+O5EqciASipQjoWngGisaOf3KaU69dIqWmhaTZcHRwaT9OI2Z35uJzwg5unWgJBQpZ9C1r+8kJwxyit9ky8tvyuY5FydVpSCdXsdu7W7eznmbE2UnJBQ5EAlNpgwGA6XHSjn1v6fQ7NSY7W806fZJzPvpPGLvj8XD00OhXjoPCUWOq2ftlzWUsT17O/vO7SOvJk/2aXIzUmV2JKHIeblraOpo6uDsm2c59b+nqM6pNlmm8lSR9HASaT9JY8KcCQr10DlIKHJekUGRJpvnyj7dz/Zf3su+ZcnkNZfIjOAuTqpuGEkocl2uHprqztVx6qVTnHntDO0N7SbLAkIDSFmbwi1P3MKoSaMU6qFjk1DkuiL9w9j4T9i49XVISRncmiZkRnBnI1VoQxKK3JcrhCZ9l57CfYV8/uLnFB8sNlseOS+SOU/NIfGhRLx85X16MwlF7stsTVN/oUlmBHcqUpVWkFAkeuNMoampqokzr53hiz99Qf1F01mxvfy8SF6VzK1P3Up4Sviw9cHZSCgSvekzNFXlDGxG8ICJLFwEjzYUkUSKQq9EgISkQZFQJIbK0UKTQW+g+FAxp/98moL3C8x2xB4zdQy3PHkLsx+djX+wv1XP5QrkyFMxVCahKSuLsjtS2fbK42Q2nel981zjeXJugy2fLMf3uMzTpCTFqnbl+vV4hYSgVqtRq9VKdaNPEorEcFEqNDWWN5L9WjbZr2Zz7cI104UqiLknhjlPzSH67mhUHu57uhAJRWK4RDbCprgn2PTVjOCDPnpO5mmyK8WqOGPzZoLS05V6eoskFAmlDGdo0nfpOf/hebL+ksW5vecwdJm+p0eEjWDWI7NIeSyF4GnBw/9iHZCEIqEUi5vn9j3LvsN/Im+yP81drSbtLc3TFBMcw8LAGawJRdY02ZhbV7WEIuGobBGaZjCDBdoFjDk6htbLpgMtKoheHE3K2hRivxmLp7envV6aQ5BQJBxVZFAkG+PWsnHVn+D0ccqix7EtaxuZhZm9rmnqrv2nwHdfGjEn4yQ02YhbVbmEIuGsBhqaPLo8iD0XS0pWCtHno/EweNDKjYCkD9GT9L0kFv1gEaOnjFbktShhKKEobGQY8yLnSe0LRUUGRbLpjk1sumMTMIB5mvSdEppsyKWrXkKRcFU9Q1PuyVx2bt1J2/42fBt9TdrqVXoKYwo5nXqa89Hn0Xvq8X1D+SkHhpOsKRKuquc8Tde/MO3Jfoe8qlyaTcvfYmiKHTHZePRce5mEpn641CggoUi4k9arreS+ncuZ185Q/kU5AL7cNEKGQeHcQg7FH6IqoMrkvo44T5M1JBQJd9X9hWnkvZCaStnxTLbrTrHvzLvkVefS3OMUiu36zhtHz11aZ5zcsnS9hKZeOPWoIKFIuBt9l56Sj0s489oZNLs0dLV3mSz39PEkbkkcsx6dxbRF07rPo6b0lAO2JqFICMsi/cPYmLKRjYH3Dyw0eUFOxyXT0FQHC2vf5NFQSKpR5nU4CqcaJSQUCXd15fwVzvz1DF++/iUNZQ1my8fPHs+sR2YxfdV0AkICzJY72jxNgyWhSIihsRiaSj8wHj030Zdmfbvp5JZeGI+eu7afLU+Br84Ymu4qgjXZ7heaHHrUkFAk3FlHUwf5O/LJ3p5N6bFSs+X+If7MWD2DWY/MYvzM8YN6bEcPTRKKhBgekf5hN46ee2MbZU+uZvsz32Jfznt9h6Yw2HqbMTTF1MFCNwlNDjWKSCgS7k7fpafkcAln/3YWzU4NnS2dJstVnipi7olh1iOziL0/Fk8f2xy6r3RoktN8CKGMyEbYGPIgG19970Zomg377plGXmMRzd6YhabcMOOPWWjyqHO5fZoUHVUkFAlhVJVTxdm/nyXnzRwayxvNlo9NGMusR2YxY/UMAsMDh70/wx2adHodOy8fJGM5nDywmMo9dRKKhHAAkY0Yj557/NewejVlgbAtBTJjIC8U4z5NvYUm/oHvM+8TExzDouhFPDb7MRJCExR7LbZg91GmsMm42SD28INUH7kqoUi4rabKJnLeyuHs389SeabSbLnfGD+Slicx65FZTLh1AiqVcqcJsTY0+Xj6EDYiDF9PX+rb66ltqTXWfiLQXmv2fBKKhHAMkY2w6RPjD0D5SNg+G/bE9RKabqr96yfsvf6FaW3KWqcLTXYddXR6HXOPfw+AqvYr4Ge6XIWK0IBQUsel8sC0B7g36l6TgbGmysU3fgqXp2vRceGjCxTuKKTskzIMetMvCR7eHkz8xkRiH45l0oJJePoaN6dVVpqHKCWpULEmZg1rYtYAUNlcSUZBBocuHkJ7VUuLrsWkfUdXB5caLvX5eOMCxpEalsrSaUu5e8rdUvtKu3YNwsONvysqlO7NwNijz9Y8x0Dv21e73pb1vL2v62C83NZm+TeYXr6JClhz3vgDUBGgIyO+lUOT2ikINdDioTNpf3Noel/7PkU/LBrc30xhKoPB0PuqHBtr07Xh/7Q/PAeswywkeeJJCCFMZSqzmU0YYfbqmhDDRw9cBL4E8oEOC20mADMxToc7wn5ds5UuutCgIZdcyiijiaZB3V9qXwjn93hdHYZn1vFq9qsWT9j7yKxH2P7AdgV7OHh2DUkAu3b8gWUP/wz/X/rS6tPeZ1sfDx+iRkUxP3I+6jg1ccFxduqlENYxGAzU5dVxftd5inYX0VzRbNZmZORIYh6KIWZZDKOjnesUITq9jsySTN4vep/T1aepaanpc9M5wAjvEXh5eNGqa6Wjy1JSvEFq3wFoNLB6NbzxBiQ4ySYSe/TZmucY6H37atfbsp6393UdjJd/8xt4+mnz32B6eYDGLl2K90svmdxW3lDOq9mvklmYydbFW5k3cd6gHlNpdt/Iv2DcHAAqFx+gaVZ0n/s1dOg7KLhaQMHVAv6c82fF52oRoj9Xiq6Q+3YuOW/lUKsx39fGN8iXxIcTmfGdGUy+fTIqD+X2MxoMaw7JXzV9ldk+ReUN5WzPfIa9h14md4r5mc6l9h1ARYXxZ/Roi5tdHJI9+mzNcwz0vn21621Zz9v7un69vZ+f5d9getkKEUERbJy/kY3zN1r9WEpQdE9IpQ87FsIWmiqbyPtHHjlv5XD5s8tmyz28PJi2eBozvjODuCVxePt7K9DLwRnuQ/IjgiLYEPsYG9Qvw+njlEePl9oXQjgcxULSyvXr8QoJQa1Wo1arAQlNwnm01beh3aUl560cSj4uMdsBG2DS7ZOYvmo6iQ8lEjDWfBZsR6L0PEVS+0IIR6RYSMrYvJmg9PQ+28jAKRyJrk1HYWYhOW/lcG7vObPzpgGEzQxj+qrpJK9MZtSkUQr0cmCUDkX9kdoXQjgCp5p4RAZOYW/6Lj0Xjlwg560cNO9paG8wP9hgdNRoYzBSJzMuaZwCveyfo4ei/kjtCyGU4FQhqScZOMVwMBgMlJ8qJ+etHPLeyaOp0vxw9hHjRpC0Ionpq6YzYa6yEz1a4uyhqD9S+0IIe3DcUXAIZOAU1qjR1HQfmXa16KrZcp+RPiQsSyB5VTJTF0zFw8tDgV5a5uqhqD9S+0KI4eC8o+IAyMAp+lNXWEfeO3nkvZNHdW612XJPH09i7o0heVUysffHOsyRae4eivojtS+EsAXXHSUtkIFTAFwtuUreP4zBqDLbwuk+VBB1ZxTJq5JJWJaA/xh/+3eyBwlF1pHaF0IMhfuOmsjA6U7qL9WT/24+ee/kcflz87mMACLTIklcnkjyimQCIwLt3ENTEoqGl9S+EGIgZBS9iQycrqWxopH8HcZgdOlTyydXDU8NJ2lFEknLkxg9WblTg0goUpbUvhDCEhlV+yADp/Nprm4m/7188v+Rz4VPLmApZ4TNCOsORsHRwXbvI0gocnRS+0IIkJA0KDJwOqbWK61odmrIeyePkiMlGLrMw8bYhLEkrUgieUUyY+PH2r2PEoqcm9S+EO5JRl0ryMCpnLb6NrS7teS9k0fxwWL0Or1Zm+CY4O5gFJoUate5jCQUuTapfSHcg4zCNmTtwOnj6WMcOKcaB87ksGQlXobDaqtv49yec+S/m8/5D8/T1WF+WpDRU0YbN6WtSGL8rPF2C0YSitybhCYhXJOMysNosANnR1cHeTV55NXk8cfP/igDJ9B6tZWCDwrQ7NBQdKDIYjAKigzqPiotYk6EXYKRhCLRFwlNQrgGGaXtSAbOgWmpa6Hg/QLyd+RTfKgYfaf5prSR40eS+HAiSSuSmDhvIiqP4Q1GEoqENaT2hXBOMmorSAbOG1pqW9Ds0qDZoaHkcInFfYwCIwJJeCiBxIcSmXjbRDw8h++0IBKKxHCS2hfCOSg2iq9cvx6vkBDUajVqtVqpbjgUdxs4m6qa0O7Skr8jnwtHL1g8Ki1oYhCJDyWS+FAikWmRw7bGSEKRUJK71b4QzkKxUT1j82aC0tOVenqn4IoDZ2NFI5qdxjVGF/95EYPePIiMmjyKxIeNwWjCnAnDEowkFAlH5oq1L4QzklHeiTjrwNlwuQHNexryd+RTerzU4gSPY6aO6Q5G4anhNt/5WkKRcGbOWvtCODsZ9Z2YIw+c9Zfqyd+Rj2aHhkv/snxKkOCY4O5gZOvD9SUUCVfmyLUvhCuRTwEXovTAee3CNfJ35JO/I5/Ln1k+iezY+LHdwWjc9HE2C0YSioQ7U7r2hXBV8qngwuwxcF4putK9xqj8i3KL/QhNCr0RjJLG2eS1SSgSonc2qf2ASBYugjUNRSSRosTLEEJx8inhRmwVmhb7LCatOI26D+uozK60+FxhM8JIfDiRhG8lEJoQanXfJRQJMXRDqv3GInJvg62fLMf3uKxpEu5JPjXc2IAHTgOMrxxPgiaBBE0CgTWB5JFn9njjZ483rjH6ViIhsSFW9U1CkRDDRzbPCTEw8ikiut08cBr0BrIPZbN3216aP24moC7A4n0uR1wmPzGf/MR8WkJbiBkVw8KShawZPbiBU0KREMqxGJoyn2HvoZfJneJPc1erSXsJTcJdyKeK6NbV2cXFTy6i2alBu0tLU2UTAAHcFJBUcGXaFb6M+ZIvY7/k2phrNz0AAx44JRQJ4bgigiLYEPsYG9Qvw+njlEePlzVNwi3Jp4yb62ztpPhgMZqdGgo+KKDtaptZGw8vD6bcOYWEZQnEPRBHYHggMPhV9F4eXvh7+dNl6KKls6XPfkkoEsJxyOY54a7kU8cNtTe0U5hZiGanhsLMQjqbO83aePl5MW3xNBKWJRB7fyz+wf5mbQY7cOr0Oho7GnvtV/jIcOZFzmNF8gqWJSyTUCSEg5LQJNyFfAq5iZbaFgr2FKB5T0PxwWK6OrrM2vgE+hB7fywJyxKIvjsan5E+A358nV7H8UvHyarIorS+tN81RZZcab3CubpznCw7SVJokgycQjgJCU3CVUlIcmENlxvQ7tai3anlwieWTyDrH+JP3ANxJCxLYOqCqXj5DewtMZR9ikIDQhkbMJYOfQcVjRUycArhoiQ0CVchIcnFXCm6YtzxeqeWspNlFtsERgQSvyyehGUJTL59Mh5eHv0+7nDsaC0DpxDuQUKTcFYSkpycwWCgOre6OxhVna2y2G7MtDEkfCuBhGUJTJgzAZVH36cDscfRZ70NnHsK9pBXkycDpxAuSkKTcBaKhaSV69fjFRKCWq1GrVYr1Q2nZNAbKP+inPz38tHu1HLl/BWL7cZNH0fCsgQSvpXAuOS+z5PmCIfky8AphHuy2RemwBmsCQWpfGErioWkjM2bCUpPV+rpnY5ep6f0eGn3HEYNZQ0W202YO4GEZQnEPxhPSEzvs17r9Dp2a3fzds7bnCg74ZDzFEloEsI9WVX7T4HvvjRiTsZJ7QuryeY2B6Zr11HycYlxDqP3C2ipNT9iTOWhYvL8ycZgtDSeoMggy4/lBKGoPxKahHBPg659fafUvrAJCUkOpr2xnfMfnke7S8u5vefoaOwwa+Pp48nUhVONcxh9M5YRoSPM2rhCKOqPhCYh3FOvtZ/9DrlVuTT7mraX2hdD5difgm6iqaqJc3vOod2tpfhQMV3t5nMYeQd4E3NvDPHL4om5Nwa/UX4my90hFPVHQpMQ7qm79kfeC6mplH/6Idt1p6T2hdWc+1PRiV0puoJ2t5aC3QWUflqKpTzjN9qPuCVxxC+LZ9qiaXj7e3cvk1DUPwlNQrinCL9QNqRI7QvrufanpAMxGAxUnqlEu0uLdreW6pxqi+0CIwKJWxpHwoMJTJ4/GU9vT8AYinbk75BQZAUJTUK4J5vWvu88OXrOjbj3p+Yw6z4ibZeGgt0F1JfWW2w3NmEs8UvjiX8wnojUCFQeKnR6Hbu0uyQUDSMJTUK4J6tqn634boDYoytYWLuER2c9KrXvwuRT1MY6WzopOlhEwe4CCvYU0FrXarFdZFokcUvjiF8az9i4sTc2n70roUgpEpqEcE+Drn0vyGk8T86JLWw5sUVq34XJp6oNtF5p5dxe447XRR8V0dnSadbGw8uDqG9EEf9gPHFL4vAf789u7W62ntnKib0SihyRhCYh3FOftV95lmZdK9w0N6/UvuuST9khqr9UT8H7BWh39X7yWJ+RPkTfE0380nii7o7iw8oP2ZyzmRNvSyhyRhKahHBPJrWflUX5/FS2/+VJ9jZlDa72ZUZwp2P1p+6vfvUrMjIyuHTpEj4+PqSmpvLss88yd+5cW/TPYRgMBmrya9Du1qLdpaXidIXFdgGhAcQ9EEfMkhhyInPIOJdh3Hz2goQiVyOhSQj3FNEEG2IfY0NKCiAzgrsyqz+FY2NjefHFF5k6dSqtra1s3bqVRYsWcf78eUJDQ23RR8UY9AbKTpYZg9FuLVcKLZ8jbczUMcQujaVqVhUfeH3A1vKtVGZVYsiSUOROJDQJ4Z5sPiO4Ei9CWGT1p/KqVatMrm/ZsoVt27Zx9uxZFixYYO3D252uXUfJ4RLjHEbvF9Bc1WyxXdjsMPS36fl08qccUR2hsrkSQ7GEInGDhCYh3JPVM4J7eBPzJCzM+wNrIn8pta8gm35Kd3R08Oc//5lRo0Yxc+ZMWz70sGpvaKdwfyHaXVoKMwstngpE5aHCP9WfwoRCjkYe5bzPeePmM/PTqRnbSygSPUhoEsI9DXpGcH0nuWGQW/wWW19+S+ZpUpBNPrX37t3LypUraWlpITw8nIMHDzJ27FhbPPSwaapsouAD447XxR8Xo+/Um7VR+aq4lnyNrOgsTk06RcuIXhIREorE4EloEsI9WTUj+FfzNMUcXc7CmiVS+8NsUJ/ib775Jk888UT39f3793P77bdz5513cubMGWpra/nLX/7C8uXL+eyzzxg3blyvj7Vy/Xq8QkJMblOr1ajV6kG+hIGrK6zrPhXIpROXLJ4KRDdCR3F8MdnR2Zyfdp5OH/PD+UFCkbA9CU1CuCez2v/XR2xfdzd7v5VMbnOJxXmachuLyD259UbtB0SycBGsaSgiiRQlXoZLGtSn+pIlS0yOWpswYQIAI0aMIDo6mujoaNLS0oiJiWHbtm2sX7++18fK2LyZoPT0IXZ7YAwGAxVZFd2nAqnJq7HYrmlUE/lx+WjiNVycfBG9p4W1ShKKhJ1JaBLCPUX4hbLhGGz44+uQkjKweZoai8i9DbZ+shzf4xKabGVQn/KBgYEEBgb2285gMNDe3j7kTlmjq7OL0mOl3UekNVxqsNiuOrQabbwWbbyW8ohykzccSCgSjkdCkxDuaUjzNPUVmoKmKfRKnI9Vn/rNzc08++yzLFmyhPDwcOrq6njppZcoKyvj4YcftlUf+9XR3EHRgRunAmm72max3aXIS2gSNBTEFVA3ts5kmYQi4WwkNAnhnizN0/Tqvt+Q+fGfyJ3iT3OX6emwzELT9aPnat+QyS37YVUK8PT0RKvV8vrrr1NbW0tISAhz5szh2LFjJCUN75+9pa6Fc3u+OhXIgSJ0rTqzNl0eXRRPLUYbr6UgroCmwKbuZRKKhKuR0CSEe4oIimBj3Fo2rvoTnD5OefR4tmc+w95DL1sOTdePnrv2oXFyy6Lvm4Ymy3umuCWrUoGfnx87d+60VV/6de3ite4dry/+8yIGvfme1+0+7RTGFKKN11IYU0i7n3GznwoV4SPDJRQJtyGhSQj3FBEUYVzTpH55YKHJoDMNTTqIKV1n3DyX7d6hyaFTgsFgoDq3Gu1uLZpdGqqyqyy2axrR1L1/UUlUCV1eXbKmSIgeJDQJ4Z7MQlNbjfHouXunkdtYRLOPaft2L8jtKDNunrvtq9BUBwuL3C80OVxq0HfpKTtRRv6ufLLfzabjkvnEjgBXxlxBk6BBG6+lLLIMPGD8yPE8EPmAhCIhBkBCkxDuqfvouSd+DatXU/7XF9i+7QfG0NTwVWi6+eg5L4xrmsLcLzQ5RIrQtekoPFjIgdcPUHOoBu96b4vtysPL0cZr0SRoqA2tZXygcU3RlulbJBQJYSUJTUK4pwivMaahaSRsf/Yh9p7dQe44Bh6aRn7Kmuo8l6p9xVJFU2Mb7/5+G7k7cwnIDsCn3bi+z5sbAUmv0nNhyoXuHa8DIgOYFzmPl6a/JKFIiGEmoUkI9xTRBBtClrJh2w4AY2iaDXtjjcGo2RvLoYmzbH052aVq364po6W2hT9u2w3A89/8mABDAKMZbdKm06uT89Hn0cZrqZ9dT0pcCj+f/nMJRUIozOahSYkXIYQYtIgmjGuajhmvl4+EV1MgMwbLa5p6qf1vz/g2676+TpHXMFR2TR0Xsy/S+jfj6Y89DB7dt7f4t3Au9hwlySVMnD+RJYlL+P2U35uEopoqF97oKYQTUqFiTcwa1sSsAaCyuZKMggwOXTyE9qqWFp3puQ57Dpw+Km+i/t2L+ac3o/Z9irjgOCVehujNtWsQHm78XVGhdG8Gxh59tuY5Bnrfvtr1tqzn7X1dB+PltjbLv8H0cg8qYG2h8Qeg0l9HRnwrR2cFkDeiudcvTBm5GU4XklQGg8HCGcyGh65Dx89G/4znW5/nyaAnKUkoQRuvpXRSafepQDzxJIQQpjKV2cwmjDB7dU8IYUMNNJBFFoUUUk01nVg+D+J1UvtCOLfH6+oI/5//MU5umf0q+87tI68mrzs0/eK2X/Dbhb9VuJeDY9eQBHD05QPc+X8WM/N30ynsKDL7ttmTj4cPUaOimB85H3WcWr5tCuGk+lvT1JPUvsLa2qCkBKKiwM9P6d4MjD36bM1zDPS+fbXrbVnP2/u6DsbL4eHGtUw3/75wwbh8yhTj5Y4OaG+HykoYP9647NIl4+NVV0NnJ3R1QVcXY3/8Y7wtTCR9fdP8d2d+l0mjJg3ub6Ywu4ekhoYGRo0aRX19PUFBQf3u19CTK+0QJoQ7k9oXQjg6xUNSTzJwCuGepPaFEI7G4UJSTzJwCuGepPaFEEpTLCTdc889eHl5oVarUavVA76/DJxCuCepfSGEvTn8mqT+yMAphHuS2hdCDDenD0k9ycAphHuS2hdC2JrLhaSeZOAUwj1J7QshrOXyIamn8oZyXjvzmnHgrMmlqaOpz/Y+nj7GgXOqceBMDku2U0+FELY02NB0c+0/lvKYhCYh3JDbhSQhhBBCiIGwe0gyGAw0NjYSGBiISqXq/w5CCCGEEAqwe0gSQgghhHAGHkp3QAghhBDCEUlIEkIIIYSwQEKSEEIIIYQFEpKEEEIIISyQkCSEEEIIYYGEJCGEEEIICyQkCSGEEEJY8P8BVTy1g3+gauEAAAAASUVORK5CYII=\n", "text/plain": [ "Graphics object consisting of 68 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for geod in null_geods:\n", " graph += geod.plot(X_conf, ambient_coords=(ch,tat), \n", " parameters={l:1}, color='green', thickness=2)\n", "graph += time_geod.plot(X_conf, ambient_coords=(ch,tat), prange=(-pi, pi),\n", " plot_points=200, parameters={l:1}, color='purple', thickness=2)\n", "show(graph, aspect_ratio=0.25, ymin=-pi, ymax=pi)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We notice that the null geodesics are straight lines in terms of the conformal coordinates\n", "$(\\tau,\\chi)$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conformal metric" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us call $\\Omega^{-2}$ the common factor that appear in the expression of the metric in conformal coordinates: " ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Omega: M --> R\n", "on M_0: (ta, rh, th, ph) |--> 1/(l*cosh(rh))\n", "on M_0: (ta, R, th, ph) |--> 1/sqrt(R^2 + l^2)\n", "on M_0: (tat, ch, th, ph) |--> cos(ch)/l" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Omega = M.scalar_field({X_conf: cos(ch)/l}, name='Omega', latex_name=r'\\Omega')\n", "Omega.display()" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Omega: M --> R\n", "on M_0: (ta, rh, th, ph) |--> 1/(l*cosh(rh))" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Omega.display(X_hyp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We introduce the metric $\\tilde g = \\Omega^2 g$:" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "gt = -dtat*dtat + dch*dch + sin(ch)^2 dth*dth + sin(ch)^2*sin(th)^2 dph*dph" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gt = M.lorentzian_metric('gt', latex_name=r'\\tilde{g}')\n", "gt.set(Omega^2*g)\n", "gt.display(X_conf.frame(), X_conf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Einstein static universe" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Einstein static universe is the manifold $\\mathbb{R}\\times\\mathbb{S}^3$ equipped with a Lorentzian metric equivalent to $\\tilde{g}$. We consider here the part $E$ of $\\mathbb{R}\\times\\mathbb{S}^3$ covered by hyperspherical coordinates:" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4-dimensional differentiable manifold E\n" ] } ], "source": [ "E = Manifold(4, 'E')\n", "print(E)" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (E, (tat, cht, th, ph))" ] }, "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ "XE. = E.chart(r'tat:\\tilde{\\tau} cht:(0,pi):\\chi th:(0,pi):\\theta ph:(0,2*pi):\\phi')\n", "XE" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "tat: (-oo, +oo); cht: (0, pi); th: (0, pi); ph: (0, 2*pi)" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "XE.coord_range()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The conformal completion of AdS spacetime is defined by the map:" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map Psi from the 4-dimensional Lorentzian manifold M to the 4-dimensional differentiable manifold E\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Psi: M --> E\n", "on M_0: (ta, rh, th, ph) |--> (tat, cht, th, ph) = (ta/l, arctan(sinh(rh)), th, ph)\n", "on M_0: (ta, R, th, ph) |--> (tat, cht, th, ph) = (ta/l, arctan(R/l), th, ph)\n", "on M_0: (tat, ch, th, ph) |--> (tat, cht, th, ph) = (tat, ch, th, ph)" ] }, "execution_count": 70, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Psi = M.diff_map(E, {(X_conf, XE): [tat, ch, th, ph]},\n", " name='Psi', latex_name=r'\\Psi')\n", "print(Psi); Psi.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Embedding of $E$ in $\\mathbb{R}^5$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For visualization purposes, we introduce the (differentiable, not isometric) embedding $\\Phi_E$ of the Einstein cylinder $\\mathbb{R}\\times\\mathbb{S}^3$ in $\\mathbb{R}^5$ that follows immediately from the canonical embedding of $\\mathbb{S}^3$ in $\\mathbb{R}^4$. We introduce $\\mathbb{R}^5$ first:" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (R5, (T, W, X, Y, Z))" ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "R5 = Manifold(5, 'R5', latex_name=r'\\mathbb{R}^5')\n", "X5. = R5.chart()\n", "X5" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "and define $\\Phi_E$ as " ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map Phi_E from the 4-dimensional differentiable manifold E to the 5-dimensional differentiable manifold R5\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Phi_E: E --> R5\n", " (tat, cht, th, ph) |--> (T, W, X, Y, Z) = (tat, cos(cht), cos(ph)*sin(cht)*sin(th), sin(cht)*sin(ph)*sin(th), cos(th)*sin(cht))" ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PhiE = E.diff_map(R5, {(XE, X5): [tat,\n", " cos(cht),\n", " sin(cht)*sin(th)*cos(ph), \n", " sin(cht)*sin(th)*sin(ph), \n", " sin(cht)*cos(th)]},\n", " name='Phi_E', latex_name=r'\\Phi_E')\n", "print(PhiE); PhiE.display()" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graphE = XE.plot(X5, ambient_coords=(W,X,T), mapping=PhiE, fixed_coords={th:pi/2, ph:0}, \n", " ranges={tat: (-pi,pi), cht: (0,pi)}, number_values=9, color='silver', \n", " thickness=0.5, label_axes=False) # phi = 0 \n", "graphE += XE.plot(X5, ambient_coords=(W,X,T), mapping=PhiE, fixed_coords={th:pi/2, ph:pi}, \n", " ranges={tat: (-pi,pi), cht: (0,pi)}, number_values=9, color='silver', \n", " thickness=0.5, label_axes=False) # phi = pi\n", "show(graphE, aspect_ratio=1, viewer=viewer3D, online=True, axes_labels=['W','X','tau'])" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## View of $\\mathrm{AdS}_4$ on the Einstein cylinder\n", "\n", "The view is obtained by composing the embeddings\n", "$\\Psi:\\, \\mathcal{M}\\rightarrow E$ and $\\Phi_E:\\, E\\rightarrow \\mathbb{R}^5$, i.e. by introducing \n", "$$\\Theta= \\Phi_E\\circ \\Psi :\\ \\mathcal{M}\\rightarrow \\mathbb{R}^5$$" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map from the 4-dimensional Lorentzian manifold M to the 5-dimensional differentiable manifold R5\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "M --> R5\n", "on M_0: (ta, rh, th, ph) |--> (T, W, X, Y, Z) = (ta/l, 1/cosh(rh), cos(ph)*sin(th)*sinh(rh)/cosh(rh), sin(ph)*sin(th)*sinh(rh)/cosh(rh), cos(th)*sinh(rh)/cosh(rh))\n", "on M_0: (ta, R, th, ph) |--> (T, W, X, Y, Z) = (ta/l, l/sqrt(R^2 + l^2), R*cos(ph)*sin(th)/sqrt(R^2 + l^2), R*sin(ph)*sin(th)/sqrt(R^2 + l^2), R*cos(th)/sqrt(R^2 + l^2))\n", "on M_0: (tat, ch, th, ph) |--> (T, W, X, Y, Z) = (tat, cos(ch), cos(ph)*sin(ch)*sin(th), sin(ch)*sin(ph)*sin(th), cos(th)*sin(ch))" ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Theta = PhiE * Psi\n", "print(Theta)\n", "Theta.display()" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_stat.plot(X5, ambient_coords=(W,X,T), mapping=Theta,\n", " fixed_coords={th: pi/2, ph: 0}, ranges={ta: (-pi,pi), R: (0,40)}, \n", " number_values={ta: 9, R: 40}, parameters={l:1}, \n", " color={ta: 'red', R: 'grey'}, label_axes=False) # phi = 0 \n", "graph += X_stat.plot(X5, ambient_coords=(W,X,T), mapping=Theta,\n", " fixed_coords={th: pi/2, ph: pi}, ranges={ta: (-pi,pi), R: (0,40)},\n", " number_values={ta: 9, R: 40}, parameters={l:1}, \n", " color={ta: 'red', R: 'grey'}, label_axes=False) # phi = pi \n", "graph += graphE # superposing the plot of the Einstein cylinder\n", "half_cylinder = parametric_plot3d([sin(ph), cos(ph), ta], (ta, -pi, pi), (ph, 0, pi), \n", " color=(1.,1.,0.9))\n", "graph += half_cylinder\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True, axes_labels=['W','X','tau'])" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for geod in null_geods:\n", " graph += geod.plot(X5, ambient_coords=(W,X,T), mapping=Theta,\n", " parameters={l:1}, color='green', thickness=1, label_axes=False)\n", "graph += time_geod.plot(X5, ambient_coords=(W,X,T), mapping=Theta, prange=(-pi, pi),\n", " plot_points=100, parameters={l:1}, color='purple', thickness=2,\n", " label_axes=False)\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True, zmin=-pi, zmax=pi,\n", " axes_labels=['W','X','tau'])" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph1 = graph.rotate((0,0,1), 0.4)\n", "show(graph1, aspect_ratio=1, viewer='tachyon', frame=False, \n", " figsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A different cylindrical view of AdS spacetime is obtained by using the coordinates $(T,X,Y)$ of $\\mathbb{R}^5$ instead of $(T,W,X)$ as above. Let us draw the grid of conformal \n", "coordinates at $\\theta=\\pi/2$, with \n", "- red lines as those along which $\\tilde{\\tau}$ varies at fixed $(\\chi,\\phi)$\n", "- grey lines as those along which $\\chi$ varies at fixed $(\\tilde{\\tau},\\phi)$\n", "- orange lines as those along which $\\phi$ varies at fixed $(\\tilde{\\tau},\\chi)$" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_conf.plot(X5, ambient_coords=(X,Y,T), mapping=Theta,\n", " fixed_coords={th: pi/2}, \n", " ranges={tat: (-pi,pi), ch: (0,pi/2), ph:(0,2*pi)}, \n", " number_values=6, parameters={l:1}, \n", " color={tat: 'red', ch: 'grey', ph: 'orange'}, \n", " label_axes=False)\n", "graph += graphE\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['X','Y','tau'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us add the previously considered null (green) and timelike (purple) geodesics, noticing that they all lie in the plane $Y=0$ for they have $\\phi=0$ or $\\pi$:" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for geod in null_geods:\n", " graph += geod.plot(X5, ambient_coords=(X,Y,T), mapping=Theta,\n", " parameters={l:1}, color='green', thickness=1, label_axes=False)\n", "graph += time_geod.plot(X5, ambient_coords=(X,Y,T), mapping=Theta, prange=(-pi, pi),\n", " plot_points=100, parameters={l:1}, color='purple', thickness=2,\n", " label_axes=False)\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['X','Y','tau'])" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Poincaré coordinates" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Poincaré coordinates are defined on the open subset $\\mathcal{M}_{\\rm P}$ of $\\mathcal{M}_0$ defined by $U-X>0$ in terms of the canonical immersion $\\Phi$ in $\\mathbb{R}^{2,3}$. The open subset $\\mathcal{M}_{\\rm P}$ is usually called the **Poincaré patch** of AdS spacetime and its boundary $U-X=0$ is called the **Poincaré horizon**.\n", "\n", "Given the expression of $\\Phi$:" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Phi: M --> R23\n", "on M_0: (ta, rh, th, ph) |--> (U, V, X, Y, Z) = (l*cos(ta/l)*cosh(rh), l*cosh(rh)*sin(ta/l), l*cos(ph)*sin(th)*sinh(rh), l*sin(ph)*sin(th)*sinh(rh), l*cos(th)*sinh(rh))\n", "on M_0: (ta, R, th, ph) |--> (U, V, X, Y, Z) = (sqrt(R^2 + l^2)*cos(ta/l), sqrt(R^2 + l^2)*sin(ta/l), R*cos(ph)*sin(th), R*sin(ph)*sin(th), R*cos(th))\n", "on M_0: (tat, ch, th, ph) |--> (U, V, X, Y, Z) = (l*cos(tat)/cos(ch), l*sin(tat)/cos(ch), l*cos(ph)*sin(ch)*sin(th)/cos(ch), l*sin(ch)*sin(ph)*sin(th)/cos(ch), l*cos(th)*sin(ch)/cos(ch))" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "we see that $U-X>0$ is equivalent to each of the following conditions:\n", "\n", "- in hyperboloidal coordinates:" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "-l*cos(ph)*sin(th)*sinh(rh) + l*cos(ta/l)*cosh(rh) > 0" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.expr(X_hyp, X23)[0] - Phi.expr(X_hyp, X23)[2] > 0 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- in static coordinates:" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "-R*cos(ph)*sin(th) + sqrt(R^2 + l^2)*cos(ta/l) > 0" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.expr(X_stat, X23)[0] - Phi.expr(X_stat, X23)[2] > 0 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- in conformal coordinates:" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "-l*cos(ph)*sin(ch)*sin(th)/cos(ch) + l*cos(tat)/cos(ch) > 0" ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.expr(X_conf, X23)[0] - Phi.expr(X_conf, X23)[2] > 0 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since $\\chi\\in(0,\\pi/2)$, we have actually $|\\cos(\\chi)| = \\cos(\\chi)>0$ (the lack of simplification of $|\\cos(\\chi)|$ for such a case will be corrected in a future version of SageMath); hence we declare:" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Open subset MP of the 4-dimensional Lorentzian manifold M\n" ] } ], "source": [ "MP = M0.open_subset('MP', latex_name=r'\\mathcal{M}_{\\rm P}', \n", " coord_def={X_hyp: cos(ta/l) - tanh(rh)*sin(th)*cos(ph)>0,\n", " X_stat: cos(ta/l) - R/sqrt(R^2+l^2)*sin(th)*cos(ph)>0,\n", " X_conf: cos(tat) - sin(ch)*sin(th)*cos(ph)>0})\n", "print(MP)" ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coordinate definition of the Poincaré patch in different charts:\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (MP, (tat, ch, th, ph))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "[-cos(ph)*sin(ch)*sin(th) + cos(tat) > 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (MP, (ta, rh, th, ph))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "[-cos(ph)*sin(th)*tanh(rh) + cos(ta/l) > 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "Chart (MP, (ta, R, th, ph))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "[-R*cos(ph)*sin(th)/sqrt(R^2 + l^2) + cos(ta/l) > 0]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(\"Coordinate definition of the Poincaré patch in different charts:\")\n", "for chart in MP.atlas():\n", " show(chart)\n", " show(chart._restrictions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A view of the Poincaré patch on the AdS hyperboloid in $\\mathbb{R}^{2,3}$:" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_hyp.restrict(MP).plot(X23, mapping=Phi, ambient_coords=(V,X,U), \n", " fixed_coords={th: pi/2, ph:0}, \n", " ranges={ta:(0,2*pi), rh:(0,2)}, number_values={ta: 24, rh: 11}, \n", " color={ta:'red', rh:'grey'}, thickness=2, parameters={l:1}, \n", " label_axes=False)\n", "graph += X_hyp.restrict(MP).plot(X23, mapping=Phi, ambient_coords=(V,X,U), \n", " fixed_coords={th: pi/2, ph:pi},\n", " ranges={ta:(0,2*pi), rh:(0,2)}, number_values={ta: 24, rh: 11}, \n", " color={ta:'red', rh:'grey'}, thickness=2, parameters={l:1}, \n", " label_axes=False)\n", "graph += hyperboloid\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['V','X','U'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A view of the Poincaré patch on the Einstein cylinder:" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_stat.restrict(MP).plot(X5, ambient_coords=(W,X,T), mapping=Theta,\n", " fixed_coords={th: pi/2, ph: 0}, \n", " ranges={ta: (-pi,pi), R: (0, 10)}, number_values={ta: 15, R: 20},\n", " parameters={l:1}, color={ta: 'red', R: 'grey'}, \n", " label_axes=False) # phi = 0 \n", "graph += X_stat.restrict(MP).plot(X5, ambient_coords=(W,X,T), mapping=Theta,\n", " fixed_coords={th: pi/2, ph: pi}, \n", " ranges={ta: (-pi,pi), R: (0, 10)}, number_values={ta: 15, R: 20},\n", " parameters={l:1}, color={ta: 'red', R: 'grey'}, \n", " label_axes=False) # phi = pi \n", "graph += graphE + half_cylinder\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True, \n", " axes_labels=['W','X','tau'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us add the Poincaré horizon:" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "poincare_hor = parametric_plot3d([cos(ch), sin(ch), acos(-sin(ch))-pi], (ch, 0, pi/2),\n", " color='green', thickness=2) + \\\n", " parametric_plot3d([cos(ch), sin(ch), -acos(-sin(ch))+pi], (ch, 0, pi/2),\n", " color='green', thickness=2) + \\\n", " parametric_plot3d([cos(ch), -sin(ch), acos(sin(ch))-pi], (ch, 0, pi/2),\n", " color='green', thickness=2) + \\\n", " parametric_plot3d([cos(ch), -sin(ch), -acos(sin(ch))+pi], (ch, 0, pi/2),\n", " color='green', thickness=2)\n", "graph += poincare_hor\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True, \n", " axes_labels=['W','X','tau'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Poincaré patch in the alternative cylindrical view of AdS spacetime based on the \n", "$(T,X,Y)$ coordinates of $\\mathbb{R}^5$:" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_conf.restrict(MP).plot(X5, ambient_coords=(X,Y,T), mapping=Theta,\n", " fixed_coords={th: 0.9*pi/2}, \n", " ranges={tat: (-pi,pi), ch: (0,pi/2), ph:(0,2*pi)}, \n", " number_values=6, parameters={l:1}, \n", " color={tat: 'red', ch: 'grey', ph: 'orange'}, \n", " label_axes=False)\n", "show(graph+graphE, aspect_ratio=(1,1,0.5), viewer=viewer3D, online=True,\n", " axes_labels=['X','Y','tau'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We define the Poincaré coordinates $(t,x,y,u)$ on $\\mathcal{M}_{\\rm P}$ as" ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (MP, (t, x, y, u))" ] }, "execution_count": 90, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_Poinc. = MP.chart('t x y u:(0,+oo)')\n", "X_Poinc" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t: (-oo, +oo); x: (-oo, +oo); y: (-oo, +oo); u: (0, +oo)" ] }, "execution_count": 91, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_Poinc.coord_range()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The link between the conformal coordinates and the Poincaré ones is" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t = -l*sin(tat)/(cos(ph)*sin(ch)*sin(th) - cos(tat))\n", "x = -l*sin(ch)*sin(ph)*sin(th)/(cos(ph)*sin(ch)*sin(th) - cos(tat))\n", "y = -l*cos(th)*sin(ch)/(cos(ph)*sin(ch)*sin(th) - cos(tat))\n", "u = -(cos(ph)*sin(ch)*sin(th) - cos(tat))*l/cos(ch)" ] }, "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ "conf_to_Poinc = X_conf.restrict(MP).transition_map(X_Poinc, \n", " [l*sin(tat)/(cos(tat) - sin(ch)*sin(th)*cos(ph)),\n", " l*sin(ch)*sin(th)*sin(ph)/(cos(tat) - sin(ch)*sin(th)*cos(ph)),\n", " l*sin(ch)*cos(th)/(cos(tat) - sin(ch)*sin(th)*cos(ph)),\n", " l*(cos(tat) - sin(ch)*sin(th)*cos(ph))/cos(ch)])\n", "conf_to_Poinc.display()" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Check of the inverse coordinate transformation:\n", " tat == -arctan2(2*l^2*sin(tat)/(cos(ph)*sin(ch)*sin(th) - cos(tat)), -2*l^2*cos(tat)/(cos(ph)*sin(ch)*sin(th) - cos(tat)))\n", " ch == pi - arccos(abs(cos(ph)*sin(ch)*sin(th) - cos(tat))*cos(ch)/(cos(ph)*sin(ch)*sin(th) - cos(tat)))\n", " th == pi - arccos(abs(cos(ph)*sin(ch)*sin(th) - cos(tat))*cos(th)/(cos(ph)*sin(ch)*sin(th) - cos(tat)))\n", " ph == -arctan2(2*l^2*sin(ch)*sin(ph)*sin(th)/(cos(ph)*sin(ch)*sin(th) - cos(tat)), -2*l^2*cos(ph)*sin(ch)*sin(th)/(cos(ph)*sin(ch)*sin(th) - cos(tat)))\n", " t == t\n", " x == x\n", " y == y\n", " u == u\n" ] } ], "source": [ "conf_to_Poinc.set_inverse(atan2(2*l*t, x^2+y^2-t^2+l^2*(1+l^2/u^2)),\n", " acos(2*l^3/u/sqrt((x^2+y^2-t^2+l^2*(1+l^2/u^2))^2 + 4*l^2*t^2)),\n", " acos(2*l*y/sqrt((x^2+y^2-t^2+l^2*(1+l^2/u^2))^2\n", " + 4*l^2*(t^2-l^4/u^2))),\n", " atan2(2*l*x, x^2+y^2-t^2-l^2*(1-l^2/u^2)),\n", " verbose=True) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The test is passed, modulo some lack of simplification in the `arctan2` and `arccos` functions." ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "tat = arctan2(2*l*t, l^2*(l^2/u^2 + 1) - t^2 + x^2 + y^2)\n", "ch = arccos(2*l^3/(sqrt(4*l^2*t^2 + (l^2*(l^2/u^2 + 1) - t^2 + x^2 + y^2)^2)*u))\n", "th = arccos(2*l*y/sqrt(4*(t^2 - l^4/u^2)*l^2 + (l^2*(l^2/u^2 + 1) - t^2 + x^2 + y^2)^2))\n", "ph = arctan2(2*l*x, l^2*(l^2/u^2 - 1) - t^2 + x^2 + y^2)" ] }, "execution_count": 94, "metadata": {}, "output_type": "execute_result" } ], "source": [ "conf_to_Poinc.inverse().display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The isometric immersion $\\Phi$ expressed in terms of Poincaré coordinates:" ] }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Phi: MP --> R23\n", " (t, x, y, u) |--> (U, V, X, Y, Z) = (1/2*(l^4 + u^2*x^2 + u^2*y^2 + (l^2 - t^2)*u^2)/(l^2*u), t*u/l, 1/2*(l^4 + u^2*x^2 + u^2*y^2 - (l^2 + t^2)*u^2)/(l^2*u), u*x/l, u*y/l)" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.restrict(MP).display(X_Poinc, X23)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the coordinate $u$ is simply $U-X$:" ] }, { "cell_type": "code", "execution_count": 96, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "u" ] }, "execution_count": 96, "metadata": {}, "output_type": "execute_result" } ], "source": [ "U1 = Phi.restrict(MP).expr(X_Poinc, X23)[0]\n", "X1 = Phi.restrict(MP).expr(X_Poinc, X23)[2]\n", "(U1 - X1).simplify_full()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "so that the Poincaré horizon corresponds to $u\\rightarrow 0$. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Metric in Poincaré coordinates\n", "\n", "Let us ask Sage to compute the metric components in terms of the Poincaré coordinates:" ] }, { "cell_type": "code", "execution_count": 97, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -u^2/l^2 dt*dt + u^2/l^2 dx*dx + u^2/l^2 dy*dy + l^2/u^2 du*du" ] }, "execution_count": 97, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.display(X_Poinc.frame(), X_Poinc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We notice that the metric restricted to the hypersurfaces $u=\\mathrm{const}$ (i.e. the intersection of the hyperboloid with hyperplanes $U-X = \\mathrm{const}$) is nothing but the Minkowski metric (up to some constant factor $u^2/\\ell^2$):\n", "$$ \\left. g \\right| _{u=\\mathrm{const}}= \\frac{u^2}{\\ell^2} \\left( \n", " -\\mathrm{d}t\\otimes\\mathrm{d}t + \n", " \\mathrm{d}x\\otimes\\mathrm{d}x + \\mathrm{d}y\\otimes\\mathrm{d}y \\right).$$\n", "$(t,x,y)$ appear then as Minkowskian coordinates of these hypersurfaces. We may say that $\\mathcal{M}_{\\rm P}$ is sliced by a family, parametrized by $u$, of flat 3-dimensional spacetimes. " ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "ta = l*arctan2(2*l*t, (l^4 + u^2*x^2 + u^2*y^2 + (l^2 - t^2)*u^2)/u^2)\n", "R = 1/2*sqrt(l^8 + u^4*x^4 + u^4*y^4 + (l^4 + 2*l^2*t^2 + t^4)*u^4 - 2*(l^6 + l^4*t^2)*u^2 + 2*(l^4*u^2 + (l^2 - t^2)*u^4)*x^2 + 2*(l^4*u^2 + u^4*x^2 + (l^2 - t^2)*u^4)*y^2)/(l^2*u)\n", "th = arccos(2*l*u^2*y/sqrt(l^8 + u^4*x^4 + u^4*y^4 + (l^4 + 2*l^2*t^2 + t^4)*u^4 - 2*(l^6 + l^4*t^2)*u^2 + 2*(l^4*u^2 + (l^2 - t^2)*u^4)*x^2 + 2*(l^4*u^2 + u^4*x^2 + (l^2 - t^2)*u^4)*y^2))\n", "ph = arctan2(2*l*x, (l^4 + u^2*x^2 + u^2*y^2 - (l^2 + t^2)*u^2)/u^2)" ] }, "execution_count": 98, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Poinc_to_stat = stat_to_conf.inverse().restrict(MP) * conf_to_Poinc.inverse()\n", "Poinc_to_stat.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot of the Poincaré coordinates $(t,x)$ in terms of the static coordinates $(\\tau, R)$ for $y=0$ and $u=1$:" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 18 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_Poinc.plot(X_stat.restrict(MP), ambient_coords=(R, ta), fixed_coords={y:0, u:1},\n", " number_values=9, parameters={l:1}, plot_points=200,\n", " color={t: 'red', x: 'gold', y: 'orange', u: 'cyan'})\n", "show(graph)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot of the Poincaré coordinates $(t,u)$ in terms of $(U,V,X)$ for $(x,y)=(0,0)$:" ] }, { "cell_type": "code", "execution_count": 100, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_Poinc.plot(X23, mapping=Phi.restrict(MP), ambient_coords=(V,X,U), \n", " fixed_coords={x:0, y:0}, \n", " ranges={t:(-1,1), x:(-1,1), y:(-1,1), u:(0.1, 6)},\n", " number_values=13, \n", " color={t:'red', x:'gold', y:'orange', u: 'cyan'}, \n", " thickness=1, parameters={l:1}, label_axes=False)\n", "graph += hyperboloid\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True,\n", " axes_labels=['V','X','U'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot of the Poincaré coordinates $(t,x,u)$ in terms of $(T,X,Y)$ for $y=0$:\n", "- the red lines are those along which $t$ varies at fixed $(x,u)$\n", "- the gold lines are those along which $x$ varies at fixed $(t,u)$\n", "- the cyan lines are those along which $u$ varies at fixed $(t,x)$" ] }, { "cell_type": "code", "execution_count": 101, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "Graphics3d Object" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "graph = X_Poinc.plot(X5, ambient_coords=(X,Y,T), mapping=Theta.restrict(MP),\n", " fixed_coords={y:0}, \n", " ranges={t:(-3,3), x:(-3,3), y:(-3,3), u:(0.01, 6)}, \n", " number_values=7, \n", " color={t:'red', x:'gold', y:'orange', u: 'cyan'}, \n", " parameters={l:1}, label_axes=False)\n", "graph += graphE\n", "show(graph, aspect_ratio=1, viewer=viewer3D, online=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Variant of Poincaré coordinates\n", "\n", "Instead of $u$, we may use the coordinate\n", "$$ z = \\frac{\\ell^2}{u}$$" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (MP, (t, x, y, z))" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_Poinc_z. = MP.chart('t x y z:(0,+oo)')\n", "X_Poinc_z" ] }, { "cell_type": "code", "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t: (-oo, +oo); x: (-oo, +oo); y: (-oo, +oo); z: (0, +oo)" ] }, "execution_count": 103, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_Poinc_z.coord_range()" ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t = t\n", "x = x\n", "y = y\n", "z = l^2/u" ] }, "execution_count": 104, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Poinc_to_Poinc_z = X_Poinc.transition_map(X_Poinc_z, [t, x, y, l^2/u])\n", "Poinc_to_Poinc_z.display()" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t = t\n", "x = x\n", "y = y\n", "u = l^2/z" ] }, "execution_count": 105, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Poinc_to_Poinc_z.inverse().display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In terms of the coordinates $(t,x,y,z)$, the AdS metric looks like the metric of the 4-dimensional hyperbolic space in [\"half-plane\" Poincaré coordinates](http://nbviewer.jupyter.org/github/sagemanifolds/SageManifolds/blob/master/Worksheets/v1.0/SM_hyperbolic_plane.ipynb), except for the change of signature from $(+,+,+,+)$ to $(-,+,+,+)$:" ] }, { "cell_type": "code", "execution_count": 106, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -l^2/z^2 dt*dt + l^2/z^2 dx*dx + l^2/z^2 dy*dy + l^2/z^2 dz*dz" ] }, "execution_count": 106, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.display(X_Poinc_z.frame(), X_Poinc_z)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This justifies the name *Poincaré coordinates* given to $(t,x,y,u)$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The isometric immersion in $\\mathbb{R}^{2,3}$ in terms of the Poincaré coordinates $(t,x,y,z)$:" ] }, { "cell_type": "code", "execution_count": 107, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Phi: MP --> R23\n", " (t, x, y, z) |--> (U, V, X, Y, Z) = (1/2*(l^2 - t^2 + x^2 + y^2 + z^2)/z, l*t/z, -1/2*(l^2 + t^2 - x^2 - y^2 - z^2)/z, l*x/z, l*y/z)" ] }, "execution_count": 107, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.restrict(MP).display(X_Poinc_z, X23)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Poincaré coordinates\n", "\n", "Another variant of Poincaré coordinates is by using $r$ instead of $u$, such that\n", "$$ u = \\ell e^{r/\\ell}$$" ] }, { "cell_type": "code", "execution_count": 108, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Chart (MP, (t, x, y, r))" ] }, "execution_count": 108, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_Poinc_exp. = MP.chart()\n", "X_Poinc_exp" ] }, { "cell_type": "code", "execution_count": 109, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t: (-oo, +oo); x: (-oo, +oo); y: (-oo, +oo); r: (-oo, +oo)" ] }, "execution_count": 109, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X_Poinc_exp.coord_range()" ] }, { "cell_type": "code", "execution_count": 110, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t = t\n", "x = x\n", "y = y\n", "r = l*log(u/l)" ] }, "execution_count": 110, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Poinc_to_Poinc_exp = X_Poinc.transition_map(X_Poinc_exp, [t, x, y, l*ln(u/l)])\n", "Poinc_to_Poinc_exp.display()" ] }, { "cell_type": "code", "execution_count": 111, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "t = t\n", "x = x\n", "y = y\n", "u = l*e^(r/l)" ] }, "execution_count": 111, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Poinc_to_Poinc_exp.inverse().display()" ] }, { "cell_type": "code", "execution_count": 112, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -e^(2*r/l) dt*dt + e^(2*r/l) dx*dx + e^(2*r/l) dy*dy + dr*dr" ] }, "execution_count": 112, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.display(X_Poinc_exp.frame(), X_Poinc_exp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The isometric immersion in $\\mathbb{R}^{2,3}$ in terms of the coordinates $(t,x,y,r)$:" ] }, { "cell_type": "code", "execution_count": 113, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Phi: MP --> R23\n", " (t, x, y, r) |--> (U, V, X, Y, Z) = (1/2*(l^2*e^(2*r/l) - t^2*e^(2*r/l) + x^2*e^(2*r/l) + y^2*e^(2*r/l) + l^2)*e^(-r/l)/l, t*e^(r/l), -1/2*(l^2*e^(2*r/l) + t^2*e^(2*r/l) - x^2*e^(2*r/l) - y^2*e^(2*r/l) - l^2)*e^(-r/l)/l, x*e^(r/l), y*e^(r/l))" ] }, "execution_count": 113, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Phi.restrict(MP).display(X_Poinc_exp, X23)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary\n", "\n", "10 charts have been defined on the $\\mathrm{AdS}_4$ spacetime:" ] }, { "cell_type": "code", "execution_count": 114, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "[Chart (M_0, (ta, rh, th, ph)),\n", " Chart (M_0, (ta, x_rho, y_rho, z_rho)),\n", " Chart (M_0, (ta, R, th, ph)),\n", " Chart (M_0, (tat, ch, th, ph)),\n", " Chart (MP, (tat, ch, th, ph)),\n", " Chart (MP, (ta, rh, th, ph)),\n", " Chart (MP, (ta, R, th, ph)),\n", " Chart (MP, (t, x, y, u)),\n", " Chart (MP, (t, x, y, z)),\n", " Chart (MP, (t, x, y, r))]" ] }, "execution_count": 114, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M.atlas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are actually 7 main charts, the other ones being subcharts:" ] }, { "cell_type": "code", "execution_count": 115, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "[Chart (M_0, (ta, rh, th, ph)),\n", " Chart (M_0, (ta, x_rho, y_rho, z_rho)),\n", " Chart (M_0, (ta, R, th, ph)),\n", " Chart (M_0, (tat, ch, th, ph)),\n", " Chart (MP, (t, x, y, u)),\n", " Chart (MP, (t, x, y, z)),\n", " Chart (MP, (t, x, y, r))]" ] }, "execution_count": 115, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M.top_charts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Except for $(\\tau,x_\\rho,y_\\rho,z_\\rho)$ (which has been introduced only for graphical purposes), the expression of the metric tensor in each of these chart is" ] }, { "cell_type": "code", "execution_count": 116, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "g = -cosh(rh)^2 dta*dta + l^2 drh*drh + l^2*sinh(rh)^2 dth*dth + l^2*sin(th)^2*sinh(rh)^2 dph*dph" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "g = -(R^2 + l^2)/l^2 dta*dta + l^2/(R^2 + l^2) dR*dR + R^2 dth*dth + R^2*sin(th)^2 dph*dph" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "g = -l^2/cos(ch)^2 dtat*dtat + l^2/cos(ch)^2 dch*dch + l^2*sin(ch)^2/cos(ch)^2 dth*dth + l^2*sin(ch)^2*sin(th)^2/cos(ch)^2 dph*dph" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "g = -u^2/l^2 dt*dt + u^2/l^2 dx*dx + u^2/l^2 dy*dy + l^2/u^2 du*du" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "g = -l^2/z^2 dt*dt + l^2/z^2 dx*dx + l^2/z^2 dy*dy + l^2/z^2 dz*dz" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "g = -e^(2*r/l) dt*dt + e^(2*r/l) dx*dx + e^(2*r/l) dy*dy + dr*dr" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for chart in M.top_charts():\n", " try:\n", " show(g.display(chart.frame(), chart))\n", " except:\n", " pass" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "SageMath 8.2", "language": "", "name": "sagemath" }, "language": "python", "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.14" } }, "nbformat": 4, "nbformat_minor": 1 }