{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "# Anti-de Sitter spacetime\n", "\n", "This worksheet demonstrates a few capabilities of [SageManifolds](http://sagemanifolds.obspm.fr) (version 1.0, as included in SageMath 7.5) in computations regarding the 4-dimensional anti-de Sitter spacetime.\n", "\n", "Click [here](https://raw.githubusercontent.com/sagemanifolds/SageManifolds/master/Worksheets/v1.0/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": { "deletable": true, "editable": true }, "source": [ "*NB:* a version of SageMath at least equal to 7.5 is required to run this worksheet:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "text/plain": [ "'SageMath version 8.0.beta12, Release Date: 2017-06-22'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "version()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "First we set up the notebook to display mathematical objects using LaTeX rendering:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "%display latex" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We also define a viewer for 3D plots (use `'threejs'` or `'jmol'` for interactive 3D graphics):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "viewer3D = 'threejs' # must be 'threejs', 'jmol', 'tachyon' or None (default)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Spacetime manifold\n", "\n", "We declare the anti-de Sitter spacetime as a 4-dimensional differentiable manifold:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4-dimensional differentiable manifold M\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "4-dimensional differentiable manifold M" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "M = Manifold(4, 'M', r'\\mathcal{M}')\n", "print(M); M" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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}')\n", "X23. = R23.chart()\n", "print(X23); X23" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We introduce on $\\mathbb{R}^{2,3}$ the flat pseudo-Riemannian metric $h$ of signature $(-,-,+,+,+)$" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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('h', signature=1)\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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map Phi from the 4-dimensional differentiable manifold M to the 5-dimensional differentiable 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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Point p on the 4-dimensional differentiable manifold M\n" ] } ], "source": [ "p = M((ta, rh, th, ph), name='p'); print(p)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "The coordinates of $p$ in the chart `X_hyp`:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Point Phi(p) on the 5-dimensional differentiable manifold R23\n" ] } ], "source": [ "q = Phi(p); print(q)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "## Spacetime metric" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "g = M.lorentzian_metric('g')\n", "g.set( Phi.pullback(h) )" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "

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

" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "

Curvature

\n", "

The Riemann tensor of $g$ is

" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tensor field Riem(g) of type (1,3) on the 4-dimensional differentiable manifold M\n" ] } ], "source": [ "Riem = g.riemann()\n", "print(Riem)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "

The Ricci tensor:

" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Field of symmetric bilinear forms Ric(g) on the 4-dimensional differentiable 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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "

The Ricci scalar:

" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scalar field r(g) on the 4-dimensional differentiable 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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Curve in the 4-dimensional differentiable manifold M\n" ] } ], "source": [ "print(null_geods[0])" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "Let us plot the null geodesics in terms of the coordinates $(\\tau,x_\\rho)$:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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URt/liwcYGRixoPsCKtpU5MsDX/L1oa+JTI1kfrf5hUPFI4QnhNPevz03km7g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zN7jDSMKtNkAYFqjyCwBao16krqdGvQTdZjmyfO41rMNfwj/TkdeZq8uECgEK/Qg4SkHUSECNs6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9AjkM71O//r+xISEggMDASgZcuWgPRGTSQScebMGZzKMf3jbZ5lP6Pbjm7cTLmJnooewV7B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\n9PHvw4O0B5jrmbNzyM4yD3mjW41GV0uXEbtG4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"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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "## A timelike geodesic\n", "\n", "Let us consider a timelike geodesic:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "and draw it in terms of the $(\\tau,x_\\rho)$ coordinates:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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IZh2dRdcVXbGbYcfgdYNZfm459zPuY6m0ZEC9AcztPZer715l+xvbgcLWIAnX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\nGfG8vf1tAIwNCq9cl5dw/YiBsQG+G32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qOBMOTSC7OBtDVUMOjj1Id5PuRO+NZs/QPSCG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5uxN7kZe7PUdYpyijTXa45NfRtsDGxoadASGwMbTDRNhBnvWkJWfhYrLq/gx6s/kleUh5xIjmnt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jI8ZLjfHw8WDTtU0kZieiq65Lf5v+rOq1irsT7+I7VPa97mHdQ1SuRURKEdGCLfJR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SxnJEUSHiQ9kHs3g+OCCY4NJi0vrdTPW+pYlvB02hvb08CggTDxIvDRIAhsgXJBJBLJF464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"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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "The immersed curve:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "The position vector with respect to the origin of $\\mathbb{R}^{2,3}$:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "The expression of the metric tensor in the new coordinates is" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "Similarly, the expression of the Riemann tensor is" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "A view of the various geodesics in terms of the coordinates $(\\tau,R)$:" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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NwMG3DhIcFXzDtJn/n1wuZ8WQFYxtMZYhq4dQYa7gs0OfsS51HdvGbKORf6Nq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WtH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\nRRQZijiXf471F/8cDnF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"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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "The expression of the metric tensor in the conformal coordinates is" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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)/abs(cos(ch)), l*sin(tat)/abs(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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "Let us draw the grid of hyperbolic coordinates in terms of the conformal ones:" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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"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": { "deletable": true, "editable": true }, "source": [ "Same thing for the grid of static coordinates in terms of the conformal ones:" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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"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": { "deletable": true, "editable": true }, "source": [ "Let us add some geodesics:" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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SUxJNRiZRJIR1au85RbJGmeWSSOoEChsFPiN88Bnhw6Slk7iQeaHunnI3Xyn3a96v7P/H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\nh5cHkxdMZtq3phG3M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"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": { "deletable": true, "editable": true }, "source": [ "## Conformal metric" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "We introduce the metric $\\tilde g = \\Omega^2 g$:" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "## Einstein static universe" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "The conformal completion of AdS spacetime is defined by the map:" ] }, { "cell_type": "code", "execution_count": 70, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map Psi from the 4-dimensional differentiable 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": { "deletable": true, "editable": true }, "source": [ "### Embedding of $E$ in $\\mathbb{R}^5$" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "and define $\\Phi_E$ as " ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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, "deletable": true, "editable": 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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differentiable map from the 4-dimensional differentiable 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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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58qab3C9k68NbHW9iLg2/cZiF6bNS2wweHHQ8CACAmSK4AwDQvc23bOYwuZaM\nkyZZSpbSPNx0vYu5s/WBrfzv626S4cuGXa4BAGDWCO4AAJwJg+cOsp8cJW3ST56ZPLvrTcyhC0lz\n43PS8BWCOwAApyC4AwBwJuy8dyf/nTyZjJMkC8n5NGsOuXN3jZPFHB9yH7vDHQCA0xHcAQA4K9qP\ntrmSXEvapJcsJs/Kq3/i1V3vYp4sJ+30zzjDFznhDgDAKQjuAACcIcOvHWZ/eqx4IVnOzt5Ox5u4\ntzQPNMNfGw5//ouU9O1PbOe+pD/9nLSYlazc3XUAAMy2pm3brjcAAMANzUNN7k8uJAvJUbKfjW/f\neO93vrfrXcy85oEmSZaTb00eS/v+p34Uar6lyWry7Ok59yfSvs/HJQAATsEJdwAAzpa9P9zLk8lh\nMkn6yVI2P7LZ9SjuIVeTJjmXvew95V8Gw0GaHP/J9HECAABwYoI7AABnywvygvx3cnjT01MvpHmj\np6dS5BuSJlnM2rvXnvIvo0+O0pt+SGozeHBw99cBADDTBHcAAM6cjbWNPJYcJJOkl/STZ+eDj36w\n613Mto23bSTJY0mSfka7o6f+xmKyMD3efpgc3M11AADcC9zhDgDAWfTqH3v1zmd38qzkcvKc5CD5\nr7S/670rt6V5oMm3Pe0V7c3rmzw3uZD0k/3kc2l/z0sOAIBTcMIdAICz6OM/9/F8Pv/D3p3Hx1nW\n+/9/Xffsk7VJN5Y2KVAWKT+p6NeJilCOKCggi5Agm9SNczzgBPX4BY4LHlFxIcNRfgc9UJZqTcom\ncMQHKhbPOZzMQaUsBRUQkpala5qkWWa77+v7x2Ta0CVNJpOkad/PP/pIZu65rs+k80fyns98Ll6A\nKnDADzNofrh5quuSaa668MkJAyEabmh4y71eob0dsHz+ws9Pen0iIiIiMr0pcBcRERGRfVSsPsZc\nyBVOT42Q+IVOT5Xx8YOFfNu6D3w77mn73zYi4IAZuiBxpl5vIiIiIjI2CtxFREREZB/V/r321q+0\n0g8ZMOCHSszlOj1Vitfa0sogZMGCQ/LVZNvLQ2cDNL67EYZF8N7UVCgiIiIi05oCdxERERHZdzUe\n1kgvuOCCgQBU7DIGRGTUGt/RSArcocAdH7EjYvm72v7chilMlbEwOLWVioiIiMi0pMBdRERERPZt\nvTAAabDghwDJtclOOqe6LJm2+iFXmCoToL6xPn9z8ukkQfCDAXfqyhMRERGR6UyBu4iIiIjs0+wv\nbWxejEHIARCECPWX109pUTKNxY6KDR0MADgQHbo98e8JnMIMdz8dd3ZMWYkiIiIiMm3PIAmzAAAg\nAElEQVQpcBcRERGRfV37V9vpgcywwTJRGr6twTJSjPZE+/Ax7tsDdyogWPgLySXxG52YKiIiIiJj\npsBdRERERKaDfoZOT80PlomQ7ExOdU0ybfUXxrgbsLR1tHXSSbgwTwaA+KnxKS1RRERERKYlBe4i\nIiIiMg3Yhy2bIAW5QpN7GNNk9v5IkV3EjojhFqbKhGi6pilxZwKPoZEyFlLUUTfFVYqIiIjINKTA\nXURERESmB/ugZRAy4IGBIMyk4bsaLCNjFr84TrpwMqqBKInbE1QUOtw9HZoqIiIiIkVS4C4iIiIi\n00Zsbuwtg2XCJF/UYBkZs8YTGhkoTJUBcjATTOHPI0tsfmwq6xMRERGRactYa6e6BhERERGR0TLn\nG2ZDFALgQQpex96j32llbMxHDIdCBPywGmbALCgDH/TT8aMOjZQRERERkSKow11EREREppPWr7XS\nCzmGJm4HYQ7Nv2ie6rpkuslBrvB1EMLgAwc8sBrgLiIiIiJFUuAuIiIiItNJ46JGtkBvYbCMD0Ik\n7ktMdV0yzcSOiTFQyNyzhVMB8qfwaoC7iIiIiBRLgbuIiIiITDP2EUsPZCAHKdgEszGXmamuS6aT\n9kT70LmpgxCFUGGeu0v8rPgUFyciIiIi05YCdxERERGZfuJnxhmEFIRgPgShgoYbGqa6LplWBsDA\ntsIk98KJqfEPK3AXERERkSLp0FQRERERmZbM3xnK4CgIgIEs9BKbHWv/RvtUlybTg/mQ4WDYAGUw\nF8JgII29WX8iiYiIiEiR1OEuIiIiItOSfcwSgr7CGG4/lJHsTE5xWTJ9tH67FRcihentBiwMTnVZ\nIiIiIjKdKXAXERERkenK3mPZBjnwwIEQ1GqYu4xW7B0xeqEXwuAUAvfMVJclIiIiItOZAncRERER\nmcZav9JKH6QLmXsAquikc6rrkmkiA5UQBD8AWeIXa4C7iIiIiBRPgbuIiIiITGONRzXGT4szCFmw\nEIAQ9Z+qb76veapLk31dHXX0FYbJ5NvbPeIfUOAuIiIiIsXToakiIiIiMu2ZjxnmQDkECmO4t2Dv\n0i+6shedtrP+onpmQRCAPuy/6WUjIiIiIsVTh7uIiIiITHsd93bQBWlwwUAYKjAXa5i77EX9B+oJ\ngAEHLGSnuiARERERmeYUuIuIiIjItFdHXfyMOF2QAQsORKGa5gc0WEZGFIEg+ABwYXCKyxERERGR\n6U6Bu4iIiIjsD1ouaonVxdgG7o5h7omHEzpAVUaST9vzn4Ww+vNIRERERMZLv1GKiIiIyH6i/V/a\n6YU+yBUGy9RQf1H9VNcl+6hOOoc63PMnproQpa2jbarrEhEREZFpTIG7iIiIiOw/Wr/eSh8MgAcG\n/FCLOU/D3GU3Encl8IFTGOCeAUNiRWKq6xIRERGRaUyBu4iIiIiURsPtDQ13NJirTMMNDVNVQ+PR\njfZOywCkwIIfojCX5l9qmLvsLNGWIAjZQnt7GkKF8TIiIiIiIkXxT3UBIiIiIrI/aPhhQ/KVZL5f\nOPm35BRXsxXCEAA/+CBK4qFEbGGs8cjGKS5M9hmdXicRCEEZZCAFOXBIvjjVr14RERERmc7U4S4i\nIiIi49W2pi35v0k8ABwI0va3qRyEbe+39MFgYbBMAKI0Xd80hSXJvqapuWno/Rin8PZMpvBqERER\nEREplgJ3ERERERmvxkWNpMEFCw749oFB2K/DAGTAAwdCUE3DN6Zs1o3sa5IdScohUDgxdRBmDs39\nb/6FBhCJiIiISJEUuIuIiIhIKfRCBroA8JH8yxTP5bC/tfFT4/QWJnT7oYzk68mGryhzFzrpJAhB\n8AHgQgCCADjE3h6byuJEREREZDpT4C4iIiIiJRC/KM4glAND6faUa2lsoQsGCpl7FipJvpFsWzeV\n425kX5C4I0EUQuAUXhupYcel+qayNhERERGZ1oy1dqprEBEREZH9gbnAMBPC4ECa1n9qbZw39YeU\nmiZDBCzMBw9S0Iv9iX4HPqCZswxzoQr8kIONAFRDANKwBbtCrxARERERKYY63EVERESkNGJvi+GB\nBQMOTV/ZJw4pta2WtVA7bJh7BHOp2fsjZT+WHyCTfxXkT9bNv3QpvEhERERERIqiwF1ERERESmQQ\n+guppQ/CU1zOdq13tNIDabDggwjMpOFfNMz9ANW8rJlK8A+bJ7MRLLgAOJCd4gpFREREZPpS4C4i\nIiIipRF7W4wMuGDBAT/N/9E81UUBNM5vZAP0QwbsUHdzcmOy4dvK3A9EiYcT+MAHBnKQIXZEDAoN\n72Yfeq9IRERERKYdBe4iIiIiUhotl7XQD72FqTJ+EisTU13UEPuwZSv0Qw6AAJSRfC3Z9jcdoHrg\nCUEU/ABYYofH4pfFybJjIJJGyoiIiIhIsRS4i4iIiEjJxI6NkS5M5PBBcIrrGc7+3NILA5Adej+A\nCE037ROD5mXSNN/dTBACYMBChvYvtTee0IgHDJvnLiIiIiJSFAXuIiIiIlIy7Te2Dw3FzncKBzAf\n3YeOJ+24u4OtkIZcoZE5grlsH6pQJlringQRMIV5MtvHtWcK78RYcPaVaUgiIiIiMu0ocBcRERGR\nkkpBrtApHIbKqa5nmDrqWq9vpRdc8MAHIajEXKjM/YARhWDhzyCX+Nnxodv7C68KA35ib49NXYki\nIiIiMo0pcBcRERGRUmr9TispcAHwQZTm+/ahZuHGBY30QC/kwIIPKmAW5iJl7vu/hn9sGArcfWAh\nTctpLUP3hQqHpgIeyWeTU1SjiIiIiExvCtxFREREpJQaj2mkrxBnA2Eom+KSdmLvtbH5MfogU8jc\nI1BLw9cbpro0mVjJV5NEwAdAjtjhw9rYBwuvB8BXeMdIRERERGSMFLiLiIiISKllYKAwJ90hsTLR\nSedU1/QW7de0s3VYkUEIkXw92fB/lbnvt5qXNVMNvkInuwu5YXdngELgbkjcm5js+kRERERkv6DA\nXURERERKLN4UJwtuoX88RLJjnxvQYVdYut6auVeRXJ/c194bkFJJrEgQBH/hZNRB2r/cvv3e2Akx\nbCFwt4UueBERERGRMVLgLiIiIiIl1nJJC4OFqTIG/DRd0zTVRe1G/KNxeiENbuEA1WrqL6+f6rpk\nYkQhVAjcXci+5c6hwD3f/O4bNs9dRERERGQsFLiLiIiISOnF6mM7jk4NQgVtf2ub4pp20XJBS2xB\njE0MleqDKMzAnKu0dX/TtqaNMggU/gBK0XF7x/ALYsfFcAsfywACk16iiIiIiOwXFLiLiIiISOm1\n/6CdHugDCw6ESD6/z02VAdq/2k4aeiFbGCTih7k0XK9h7vuVxMoEYQiCAx5Y6qgbfkHj4sYdaTs6\nNFVEREREiqTAXUREREQmhgf+Hf3Cifv20VMobZtlI6QLM0ZCUElyY7Ltr/tcS74Up9PtTD6XJFKY\nzO4SOyy2m+sGh+Xs6nAXERERkaIocBcRERGRCRFbEGMb5ABwIIo5cx8d1WIftGwtDHMHAlBGU8u+\nOHdeipBYkRiaJ5M/LtWF1B4uNeyY5C4iIiIiMnYK3EVERERkQrS3tGOHHZ0ahOqprmnPYnNjdBV6\nnA0EIIq5TMnr/iDx0wQh8IEDFtK0X9u++0u3j5QxdNI5WQWKiIiIyP5DgbuIiIiITJiNMAD9kBqK\nsPdZ7d9tt3dZeiADHvggDDWYc5S5T3/lEAY/AC6xI3Y3T4ahe4f4Jr4qEREREdkfKXAXERERkYli\nf2vxwIHwUNu4uWCfzq9jtTH6IFM4QDUCEcyF+3TNMrLmf28mUjgu1UKW9qv30N7uFK4BvJ1PVRUR\nERERGQ0F7iIiIiIykfrALcxpCe3TTe5A+/faY7MKmTvwa6iDamXu01jyL0mC4CtMZh8Y8Wqv8IWh\n4ZsNE1uZiIiIiOyPFLiLiIiIyATquK+DzLBJ7hHM2ft0eN3+L+10QResg49AAKpgxr7emy97klyf\nJAobAcgSvyC+x0tzwybJOLT+c+vEVyciIiIi+xsF7iIiIiIygeqoYxtkwYIzDZrcAdtq6YIZkCsc\n91oFVZhGZe7TjPmgIQhhOBQMdNFyasser7Zv6XBv+pemSalRRERERPYrCtxFREREZGLF6mMMFI6j\n9EE1zfc2T3FNe2Pvs2yDwcIwnADUwAya79vXK5ftOumkCqLgBwdcSI34AD+4O2a4xy/bcy+8iIiI\niMgeKHAXERERkYnV/r12ctBXOIk0QOK+xFQXNQpvQA+kCn3uISgj8Wii7dW2qa5MRqX+Q/VUQHjH\ncamxd8RGekAWTCFw199JIiIiIlIU/1QXICIiIiL7v1hNLDmYxAU/+KGSTjrrqJvqukZiH7HNrc2J\n3yaohAj4h/5t+kZT7I5YccX39/dHo9FMJvPCCy8sXry4o6Ojr6+vtrY2l8v95je/6e3tjUQiqVTK\ncRyfzxcIBDKZTDAYNMZkMhnP86y1NTU1g4ODqVSqoqKit7c3nU4ff/zxv//975cuXZpOpx955JH6\n+vpzzz0XeOmllxYuXFjqn8q0EoYIBMCBHAzS/qX2ka7PAoWzVT2Sf042zm+c+CpFREREZL9irLVT\nXYOIiIiI7Oc66ay/tJ4qiACQhvXYtmnwi2jzyubEowlmQAQc8GAA+um4tWPXzP2555477rjjHnnk\nkUWLFv3yl79MpVK1tbVAeXm5z+ez1kYikXQ6bYxxHCccDnue5zhDrdSe5/n9/vwX+VustY7j5HN2\nIP81YIxxXTe/YP6y/I25XM5aa4zJL5vJZIDBwcFgMAj09vb6/X7P87Zt27Z58+ZAIBAMBo866qie\nnp6LL754Un6Wk8qcYpgHNRABAylav9DaePBIAXrDFxuSXUnKIQg56MLePQ1eoiIiIiKyT1HgLiIi\nIiKTwZxtmAlV4IMc9GJvmx6/iDY/3Jx4JEEZhAvFD0A3Z1afec7/d47jONFoNBwO53NtpyCffQPW\n2mw267puvlE9l8s5jmOMGRgYSKVSmUymsrLy9NNPT6fT999/f2NjYz6j/93vfnfKKafceuuttbW1\n0Wh0w4YNRx999Hve857f//73J5100ptvvnnQQQfle9gff/zxo48+eu7cubfeeuvixYuffvrp8vJy\na21PT8+8efNc183lcrlcrqKiwnVdx3H8fr+1Nl+e67qu66bTac/zfD5fb29vvn3+2GOP7e7udl33\nkEMOOeWUU6b4P6Ao5jzDQVAGAcjBNuwte3m9NXyhIdmbJAoByMJWBe4iIiIiMmYK3EVERERkMnTS\nWX95PVUQACBFbGas/WsjjviYUkuWLFm8eHF5eXkqmLr9qdu75nRRCSFwIAMp6OKr7/nqiYedmE+0\nHccZGBgAZs+e/cQTT3z84x+vq6sb/1yX+++/PxwOf/jDHy7R0wL429/+9tJLL3V0dMyePTuVSuU7\n38Ph8PA3Cay1nue5rpvNZgcHB9PpdG9v7/z5840xF110UQmLmQhmieFQmLWjvb3j+7v5RMLOj/qA\n4VCoBj9kYTP2Z/pbSURERETGRoG7iIiIiEwS02SGRnz4IAvd2Dv2od9Fly9fDixbtmz4jYcccsjF\nF1/s8/k+eMsHmQdRCAPgQgq2sPJTK89/7/kTV1Vra2tZWdmZZ545cVvkbU/bt2zZUltb+/jjj7/8\n8ssVFRU+ny8/zcZxnGw263me53npdHrLli1HHnnk888/f+211yaTyVhsxPNIJ5c523AwO4bDDGJv\n3vsrzXzIcDBD7wnl4E1s6z70+hQRERGRaUGBu4iIiIhMkoYvNCS3JKmEMFjop/WfWhvrp+xcyp/9\n7Gfnnnvuj3/84zlz5oRCoRdeeOGxxx7b9bITTzzxG9/4BtD8y+bEIwkqhp3D2QebsCsm8DfqBx54\nwHGcj370oxO3xV7de++9PT09CxYsePbZZ8vKyqLRaD6FH94I393dHQwGX3vttf7+/ptuumkKq234\np4bkxiTVEAUHUrR+sbVx7t5fZuZkw4IdgXtsXqz96n33ExgiIiIism9S4C4iIiIik8ecZ4jCXHAK\nTe7LJu/X0d/85jepVOrll1+eNWtWIBCIRCJ+vz/fvp1Op/v7+5966qnFixcvXrwYWLRo0ZIlS4BV\nq1btqP/cYa3TBrKQIjYv1t48UcnspHW4j+Chhx7y+/3Dx9r86U9/OuGEE15++eWOjo433ngjl8uF\nw2FjzE9+8pPhD8z/MC+55JLJrNZ82FAPZRAED3qw//+oXmPNy5sTjyWoGuqLjx0ca/+SAncRERER\nGRv/VBcgIiIiIgeQ+EXxxC8SeOCAD8KYC4xdOYGZe29v7+23355KpQ4++OAZM2Y4jnPkkUd6ngd4\nnlddXb1+/fpzzz03f/HFF1888mod93fUf6IePxgIDM2jT76SbPh6Q/vXJyScDQQC2Wx2IlYepU2b\nNhlj8pPcI5FI/sYTTjgBOOKII4444ojtV957772LFy9evXr19ltWr169evXqzs7OSCTS1dV1ww03\nTHS1zT9tZjaECu+IZKBrtI9NPpPEggHAQnrCqhQRERGR/Zc63EVERERkUplLDWVQXmhy78HeXuLf\nSK21K1as6O7unj17tt/vDwQC1lrHcfr7+3t7e88444xUKlVfX7/XdXbtcB96ChcbaiEKQQAy0Eds\ndqz9K6XP3O+5555AIHD22WeXfOVR2rp162OPPeY4zva3JUZj+fLlixcvXrZsWWdn5xlnnJH/GEEq\nlUqn067r9vX1NTc3V1ZWlrxac45hJlRDqNDefstoX13mNMMhUAl+yNHRsvdzVkVEREREdqIOdxER\nERGZVLH5seS6JGEIDjW5Nz/S3PLhlvGv/OCDDz711FOHHXZYeXl5JBKpqKjI5XLGmL/97W+f//zn\ni152zZo1ixYtGn6L/ak1FxsMOOCHAFSQ3JBsfri55cwSPJG37GWt67qlXXNMHn744ZqaGp/PN6ZH\n5cfIbB/mnj9z9ZZbbgkGg8FgsLq6evny5el0OpPJnHrqqfl++fFrvquZMogMffIAl9gRYznKNQDD\nwvnkm8m6gxS4i4iIiMjYqMNdRERERCabudRQDuWFMeibsMuL/KX0v//7vzds2LB169ZAIJDvmM5m\ns57n1dfXx2JjCVt3Z08d7kAnnfVL66mBIATAG+rWjx0aa7+ulH3uK1euDIfDZ511VgnXHJP+/v5f\n//rXgUDgjDPOKMmCa9as+dWvfhUIBMLhsOM4QCqV2rZt24IFCz7+8Y+PZ2XzEcOhUAFh8KAfe/MY\nXlfmtMLD/ZAiNifW/s+a4S4iIiIiY6MOdxERERGZbLF5seSbyaFB2z6opvk/mlvOGFtv+M9//vOe\nnp6amhq/3z9jxoxcLrdu3bqrrrqqhHUeddRRf/3rX3d7Vx11Hcs66i+vZwYY8EMQKkl2JNteaWs8\nrLFUNYy1tbzkXNd1HGfr1q2lWnDRokXbPzHwne98Jx+7V1dXd3d3/+u//mtXV5cx5qSTTjr55JPH\ntGzz8maqGfrkBJCh9brWsVUWHPa1JX5RfGwPFxERERFRh7uIiIiITAlziaESouBADrZg79z776VX\nXHHFwoUL8wl7KBQyxriu29PTc8UVV0xEkbfddtuLL7546aWX7jRSZjhzhaECQuADCwPQT3xJvOWC\n0syWeeihhzzPm8IZ7vkajDFnnnnmxG2xZs2aP//5zy+++GL+Ywqu627btq2uru6cc86pqKgYzQrm\ndMM8qILg0H+ETYztL52h+e8V4INB7I/0h5KIiIiIjJk63EVERERkKmyDKLjggA+iNNzY0P7lPU7w\n+OlPf9rX13fcccfNmDHDcZxMJrNhw4bzzjvvkEMOmbga+/v7TznllI6OjhEC9/gH4olfJ6iCMDgQ\nAY/ELxOlCtwHBgYm4nDRsfL7J/YPh+Ft788///yjjz5aXl7e1dV166239vf3n3baaXV1dQcddNCe\nHt58ezMVhentBtLQN/YiMuADU1hz7J+6EBERERFR4C4iIiIiU6Dj3o76i+oJQQ4MhEi+lNz1si9+\n8YvRaHTWrFkzZ86srq4GBgcHL7/88skpMhQK+Xy+0047bYRrWj7Wknw+mXwziS007EfBwVxu7B0l\naJEOBoPZbHb86xRt9erVxpje3t5J2/HYY4997LHH8p9d8Pv9FRUVTzzxxO9+97vu7u6rr7567ty5\nuz4ksSJBPfjBAQsZ7G1F/fANeOCAQWm7iIiIiBTBmeoCRERERORAVOevi58dZzP4IQJ+CNH8QPP2\nC9Lp9I033njMMccsXLiwurp6YGBg3bp1oVDo6KOPnrQio9HoaC5r/1p7/CNxBiANHvggArWYT5i9\nP3hvrLWhUGj86xQtEolYa4PB4N4vLZ3a2tqjjz760ksvve666yorK3t7e30+3+zZs++8887rr7/+\ntttuG35x23Nt1EJ5YQh7mthhYz4vt9N2Ug4UInuvFE9DRERERA48CtxFREREZGq0XNiCBzmw4IMw\niV8mgDvuuOOWW25ZsWLFQQcdFAgEZs6cedFFF33yk59MpVJlZWWLFy+etAq7u7tHeeJRy5kt8Q/F\n2Qq5Qot0CGbS8P2G8RSQzWZd13VddzyLjJO11lo7MDAwmZsaY/x+/4IFC4BPf/rT119//Ze//OX3\nve99rusGg8FNmzZ97Wtfi8fjmzZtApq+2sQMCIADHri0xsd4XCrUmTpy+b3BgKXtxbYSPysRERER\nOQAocBcRERGRKRM7IkaKoaDTB2HM+QaIRqOpVKq6uvrSSy89/fTTHccBjj/+eGvtn/70p0krr6am\nxpjRdqm3fLSF9dBbeDp+2ELyheR4+twDgYDjOFMbuB9zzDGe503yHPl0Ou15OzeZx2Kx66677nOf\n+9y8efMCgUBtbe2tt9567LnHEoYg+MFADvqpo66YXQOF9nbAo/HIxvE+DRERERE58GiGu4iIiIhM\nmfZvtptLzFBU6ocQ1HLPH+955JZHdr24oqIilUp1dHS8973vnZzyUqkUsHHjxtmzZ4/mevuQNU0G\nHwDbwIGDYABzobE/L2ak+NatW30+30QfWDqyVatW+Xy+vr4iDiEtXjQa3dNbHZWVlRdffPGqVaui\n0ejKB1a+kHqBmRAGP3jgYX9S7Oj8/OMczZMRERERkeKpw11EREREptIh2w5h+5mgAQjyq22/2u2V\n9fX1wNve9rZJqgw2b95srb3//vtH/xDbankduqAPDgUfRGEu5lLTSedYC8ifmJrL5cb6wBI6+eST\nfT7fJM9w7+npGbmvf8mSJe9+97ufTT1LdeGsWsCFriJ3bL6tmXzCb4eOTi3i/0tERERERIG7iIiI\niEyNL3zhCzfddNNpbzuNLTBQmMQShAhtL+9mfLa11nXdp59+etIqzM9wf+c73zmmR9n7LD0wc9hs\nmSjUUr+0fqwFlJWVWWsDgcBYH1hC99xzjzFm48aNk7lpbW1tfo7QyH77zG+pAD8EwEKKg8xBV155\n5WuvvTbWHeOfjJMrDHBPQa7YuTQiIiIicmBT4C4iIiIik+3mm2++4YYbjjjiiGg0elbsrA8e9UHS\nwya5R0jcn9j1Uf/zP//jed6uo70nzsKFC40xYw3cAdtqYwfF2MZQ834AolCFOX/Mfe6ZTCadTo+1\ngBJ66aWXenp6Vq5cOZmb9vT07HV6vmkwzIJQYUxmlrJU2Tv97ywvL7/55psvueSSMe2YXJPEFP48\nyg+FFxEREREZOwXuIiIiIjJ5li9fvmTJkscff7yqqiqdTl9xxRVnnXXWo99+lG2QARcMBEl2JNte\n2bnJ/Z3vfGcoFHr3u989adWuW7fOWnvLLbcU8dj2L7SzGQYhA0AAymA+9Z+uH9M6ZWVloz+4dSJc\nd911Dz744CRvWlFRsdejYmMnx6gCP/jAQpbnf/z8Qz9+aMGCBY7jVFVVLVmyZPny5aPcMflEkuiw\n7yd1ZL2IiIiI7D8UuIuIiIjIJFmyZMmyZcuA7u7u448/Ph6Pb7+rY2UHPZAtTNAO0PTVpp0e3tra\nOjg4uGbNmkkruKKiwnGcCy64oLiH2xWWzdAHg2DBD2VQgfn0GAL0QCDg8/mKK6BUNmzYMPmbjjy5\nvtPtTL6cJApBMOBC99AQmM985jM33njj66+/DixbtmzJkiWj2S7x8wQO+MAUXoQiIiIiImOnwF1E\nREREJtxf/vKX4bnnqlWr3ve+9w2/oI46csOa3ENQRvP9zcOvaWpqCgaDg4ODk1Q0DA4Ouq7b11d8\nt7NdbtkE6cJ7CQ5EoQzzidEGutlsNpvN7v26CTP6JvESyuVyIx/T2nR1ExXgK7S3Z4hfEB9+wQMP\nPLB48eL810uWLLn66qtH3jH23hjb39dwaf1+a9HFi4iIiMiBTIG7iIiIiEysz372sytWrJgxYwaw\ndOnSVatW7fayjrYOumAdAD6oIPHQWya5H3nkkY7jhEKhCa+4wPM8x3EWLFgwnkXszy2vQRdkCn3u\n5VCLuXRUmbvrun6/fzwFjFP+QwmTLBQKjTBSpu0Pbck3k/gL7e0e9NFyestOl910000//OEP81+v\nXr36/e9/fzqd/uxnP/unP/1p1zWTTycJ7Ghsb/rczh+wEBEREREZDQXuIiIiIjKBvvjFL86fP7+6\nunrx4sWrVq0a4SjLOupiR8aogXzQ6kA55rwdqbQxJpVKTeZ8lfr6es/z1q9fP8517L2WFPQOy9zD\nMAvzyb1n7tbavU4zn1D5zHp7t/gk2LZtm+u6I/T1J+5LUAGV4IdeyBI/M77bKxctWrRq1arFixdv\nTW1dv2X9O97xjvb29ubm5n/8x3/c+VI/eIU/jyzxS3e/oIiIiIjIyBS4i4iIiMiEeOWVV6666qra\n2lq/3//5z3/+K1/5yl4f0v6NdrZCBjzwQRhq6aQzf29/f7/jOJM5X2Xr1q2O48ydO3f8S9k7LRth\nAFJgIQBRqMZ8ai+Zu+d5k9nUv6vVq1dv/3dyVFRUBIPBPfX1N9/anNyQpBJCQw2hi7oAACAASURB\nVO/K0EnLmTu3tw/X8mjLlt4tAQL5b0Oh0PPPPx+Lxd5yUX56e36Au6XlrJEWFBERERHZEwXuIiIi\nIlJ669at+9GPfjRnzhxr7ZVXXjn6tvT4uXEGwN3RCV7fVJ+/q6ysbPu/kyObzbque9ddd5VkNXuP\npQf6C/PcfRCFGXuZLeO67sjHh06OpUuXTuZ2g4ODmUxmt3clfpkgAsHC9PYUsffFdnvldvHPxo9c\nP5D/2ufzGWN8Pl8kEnn66ad3XOSH7Qn/VM7MFxEREZHpTYG7iIiIiJTYN7/5zZtuuqmmpiadTldW\nVkaj0dE/tuWCFnphACwYiMAM2ta2AcuWLfP5fNbaCSt8Z4cffjhQkg73PHun5XUYgHQhcw/DHMzS\nPWbu4XDYcabyl/b8MJlXX311MjeNRCK77XBvXtnMLAgx1K2eITY/1v759pFXa7mqJdLbNXf9esB1\nXWttPnOPx+P52TJta9qGxsEDFrzSPhsREREROYAocBcRERGRUrrhhhs2b95cXV2dzWbr6+sXLlw4\n1hU62joYKLSBG4jQ9LUm4Pjjj8/lcul0egKq3r3DDjvM5/Mdc8wxJVzTPmDpgIHCPHcfhPZyhqrn\nTWUAvGzZsoqKipNOOmkyN93TewyJhxOUF4bJWMjRHt9L2p63JUpNV9eRL77o8/lc183/SH0+3/PP\nP3/77bdf8veXEAanMFJm6j9RICIiIiLTlQJ3ERERESmlLVu2VFdXH3744ddff70xpoiG9Drq6IIM\nuGAgABHM+eYd73iH67pj6pcfp1deecUYM3/+/NIua39h2QT9w85QDcEszOW7ydwjkUgqlSptAWOy\ndOnSU045JRwOT9qOTz75pOd5ux4Vaz5iiEIUggBkiX9gtEebHtoL4M/ljn7zzUwm43lePnM3xtx9\n992VXiVeocPdLXwhIiIiIjJ2CtxFREREpDS+8pWvXHHFFWVlZZlM5uKLLwYymYwxxYSXHQ91DGXu\nFhyIQBU//PcfZrPZ4hYsTnt7O7Bt27aSr2x/bnkN+iFXyNwjUIu5eOdn19vbG4lESl7A6AUCgaOP\nPvqwww6btB0HBgZ2fZ+m4coGZkEU/GAgAz20nD62o00jcPSGDXM3bsxP589n7o7jbKndMjQRHjB0\n3NZRkiciIiIiIgcgBe4iIiIiUhpvvPFGdXW1tfZb3/pW/pZIJOI4zhtvvDHWpeqoi18QJ1MY7uGH\nMq56/Kr8giWteiQnnniitfbFF1+ciMXt/ZbXoBfS4A2dEMvBmMvekrn7fL6pHSlz1FFHeZ43QT+E\n3Tr55JONMcNnuK9lbXJTkqrCMBkX0rRe0zr6NQf9+KEGfHBIR8es9evzmbu1ttftHZokk99QA9xF\nREREZBwUuIuIiIhICZx33nmVlZXGmG9+85vbb3QcJ5fLHXzwwUUs2HJ2y44w2gcBKOd7j38vm82W\nruq9OPPMMz3Pmzdv3gStb++3seoY2yBbyNzz89yHzZax1gYCgQkqYDTWrFnjOM66desmed+enp7t\nX9edVkc1BCAw1N4eq4s1zm8c/WqRHLOgAixEstn6zs5MJpPL5TzPs9YOrZzvcLckX02W+tmIiIiI\nyIFCgbuIiIiIjNfDDz88d+7cYDB4xBFHDL99/fr1Pp+v6GVj9TEGhw06j/JfG/5rQ8+Gcdc7Wg8+\n+KAxZvbs2RO3Rfu/tMdPjw/Nlsm/tVAGtZilZi1rgVAoNJlN/bt69tlnjTHd3d2TtmMqlXIcJxjM\nT2qnobmB2RCGIBjIwuBoz0rdrgZyQWxhRpE/l3vnM89ks9lMJpOyKXzgL/xtlKVxwRiifBERERGR\n4RS4i4iIiMh4/fSnP41Go7lc7pOf/OTw2ysqKqy1RTdHt9/QTt+w01ODUMM1q64pRcmjstth4iXX\nckZLbE6MnkKfuw+iUEvd0rrv3PudVCqVyWQmuoYRVFZWuq47Y8aMSdtxYGDA87ztH2VIvpIkCOHC\nyJcBYgfHxrrmbKjJ4MAguPmfcS4X6u/PZrMbshvIf4TAFJrcRURERESKpcBdRERERMblmmuuqa2t\ntdb+4Ac/2Omunp4eY8x4RrJ0tnbSDxl4HXwQpNtMXqv1hRde6DjOnXfeOdEbtV/XHj8jvmOEjjM0\nW+aaX13z3JbnXNed6AJGkMvljDGNjZPX9F1TUxMIBPJvdTR8uYEZUMlQJp4mtiDWfs3Y2tsBByx0\nB7GQggz0w9s7OpzBwTRpspD/JEb+bhERERGRYilwFxEREZFxee2110Kh0G5HqweDwXF2iM9nfqwu\nxkaYA0AAajEXm708rETuvfde13VPOOGESdir5fQW3oQBGBx2hmotNzx5w7Inl01CAXvy5z//GXj6\n6acnbce7777bWhsOhzezObkuSTWEwYAL/bR/fsxpe54Dz84kAhWFdzRmDA7WbtjgGY8I2EKH+1S+\nuyEiIiIi054CdxEREREp3n333ReJRDzPu/nmm3e9d+vWrUBXV9d4tmi/vh0PUoXx2z6oovnB5vGs\nOUrBYNAY8+KLL07CXoC937IBBgpP1gdBmMnDGx6enAJ264gjjvD5fMcff/yk7bh48WLP815Z/8qs\n82dRDiHwD/Wet17XWtya+entdb1DLewWBuCvUL5ly2DZIIAfuiFL0A2W8smIiIiIyAFGgbuIiIiI\nFG/FihV+v/9jH/vYbu89+OCDjTG5XG6cu8TmxxgojDj3Q4TEfyTGueZonHTSSZ7nzZ07dxL2yrMr\nbfz0OAOQeUufu1lq2l5qm7QyhisrK/M8bzJ3XLNmjTHmu7/8LlEoAz8YyEEXjQcVOdkm/zmLzUFe\nDtEL66Bn+30OBMCBGvCR2ZRZvXp1KZ6HiIiIiByIFLiLiIiISPEqKiqAE088cbf3nnTSScDAwMA4\nd2n/bjsboR+yYCAAYcwnJnywzMMPP+z3+yfzvFCg5YyW+EfibB72BoMLWZpubGrrmILMPf/ft3Hj\nxknbccOGDT959Cebo5sphyj4hn4C9o7ixxN1wxsQ7SKdZuuws1EHg1BdGBBvIce8snl33XXX+J+F\niIiIiByYFLiLiIiISJG+/OUvA8bsMfj2+XzW2k2bNo1/L/uwJVXIoB3yo7jNRyc2c3/Xu96VyWSe\ne+65Cd1lVy2nt7AFeiADFl6BBVBD041NzSsnY5bOcKtXrzbGzJ49e9J2nHnwzIc7HqYWIoW/VzLE\nDomNZ831sA2A1yrfcvuLteAvjCqy4BDOhJ955pnx7CUiIiIiBzIF7iIiIiJSpBdeeMHn840wbySd\nTgOlGkjSek0rWyENtjBrZU5JFt6jo446yufzbdu2bWK32R17v2UtbIAn4HAwEIJyEo8lzDmTdGZs\n3vve975SvWsySpf88BJmQARCYMCDbtqbizwrdWSDFRAEPwAGBgjnwj6fbyL2EhEREZEDgQJ3ERER\nESlSOBwGzj///D1dsGjRIs/z/vCHP5Rku8YjGysGKob63A34IYQ5fwLT5//93//N5XLRaHTithiB\n/Q/LBjgUDLjggwhUwaE0fLNh0sr4z//8T8dxHnjggUnbkVkMnZWa7zofJH5evFRrR7Nv+XbLnEKH\nO2Ahwxxvjs/nm/yPNYiIiIjI/kGBu4iIiIgUyXVda+1xxx23pwvyLfCXXHJJqXb8h8X/wDZwC4Nl\nymAma1lbqvV3YozxPG+EmTkT7bnvPhfqCdELGXDBQBgqSG5INrRMUuZeWVnped4I/8ul1XxvM5UQ\ngiAAWeih5UMtpVp/ILBjqsygn8GZ4ANn6FzWyoHK/H/3pD1fEREREdnPKHAXERERkeIZY0boBX7b\n297med6aNWtKtd1x9cfNzM6kG9KFzL2cuk/VlWr9nXR0dJRqHk5xFi1a1NDdMOvNWWyBQcgVzoyN\nkuxMmosn452A8vJyx3Hq6ibqhzxc8x3NiV8kqIAwOGAhi72t+LNSd3VoL4P+oa+3lEO40OFuIUfV\nYNXQfeM+6VdEREREDkwK3EVERESkSNZaz/OeffbZPV3geV4mk+no6CjVjqlU6toPXlvj1pAqdHz7\noQLTOCHR8xlnnOE4Ti6Xm4jFR+/Ybcd++bQv083QswZCEIVqJiFzz4+wf/311yd6IyDxQIIolEEA\nLPSN96zUvLVtbcO/HQgMfbGlGgz4wICFNLNTQ2fD3rNixfj3FREREZEDkAJ3ERERESnS8ccf73ne\nCD3gf/zjH40xwWCwVDsGAoFF8xa9t+y9bIAM5MABP8ws1Q47bxcMBsvKyiZk9bH4zvnfsbdZtsLA\nsBH2lVCL+eTEZu7RaNRau3DhwgndBWj4UgOzoLpwhGmO2GGx9qsn5KzUrgjAa/UQKATuHuSophqw\n1p56+OETsa+IiIiI7PcUuIuIiIhIkZ566ilr7TPPPLOnC/7P//k/Pp8vm83u6YKx8jwvm83e/KWb\nW7/dSj94YCEAkQnJnZ944olsNptOp0u+cnE6l3XSNWy2jB/KoRzzcdP2StveH1+UQw89FKiurp6g\n9fPanmxLvpQkAn7wgQd90Dche83rZSBAV4TBKAQL+b5HZX+lz+fLHwVcvWTJhOwtIiIiIvs7Be4i\nIiIiUqQLLrhg5ANFBwcHrS3lAO6enh7HcRYsWNB4ZCObYKAwWCYA5ZiLSpy5n3zyyT6fbwoPTf3Z\nz342/Nv5zLd3WjZCN+TfxfBDBcyl6etNE1TDCy+8MAk/gaZ/bmI2hMEHFjKENoTarylNe/szyeRO\ntwzmY/1gob0dsMzdNjcQCDiOEwgEdl1ERERERGQ0FLiLiIiISJGMMel02nH2+CtlIBBwXXeEC8aq\np6cH2LhxI9D5i066YaBweqqFcpofai7VXkBra2smk3Fdt4RrjslFF1102WWX7XSj/ZllA2yDDHjg\ngwjMxXzKtP219H3utbW1E31ybPNPm5kDZRACA1nYxg/O+0Gp1n977C2D4GsGieRYVw1hCBQGuGdx\nHCf/Wq3aZz7TICIiIiLTjgJ3ERERESnSH//4x1wuZ6199NFHd3vB2rVrgUgkUqodV61a1dvbO3v2\nbGA+8+MfidMPWeiCCqgg8VCiVHsBTU1NnueVl5eXcM2xKisr+9znPrfTjfZey0ZIQQYAPwShmqbv\nNTXfX8q3HIBf//rXN954Y2nX3EnioQRVw9rb01RuqKxMV5Zq/V073J+Zw0sLIAROYYB7mkO8Q4wx\nnucdvm5dqbYWERERkQONAncRERERKdLSpUuz2ay1dsWKFbu94LDDDvP5fKWdKvNv//Zv279u+XgL\nffAUVIOBIFRglpZy/kkwGOzt7S3hgmMVDod3e+qsbbOsg15ID+tzryWxKrGWtSUsIP/0ly9fXsI1\nhzMfNFRBBHwApAltDr2t+20l3GKnDnfglFfBAWfYiam9lPnLjDGVfX0f7Ows4e4iIiIickBR4C4i\nIiIiRVq2bFl/f39+qsy3vvWt3V4zMDBQ8oEkw8Nfu9JSXxjm7kAIymn4WkNJNtq8eXM2m62trS3J\nasXp7+/f0wh1e59lI/RAqjBXJwRl1H2+zpxb4qnrixcvLu2CeW1/bKMSygpnpVoY4PBNh4dteCK2\n2+61SphbmGAD5AibMGCtPaKra65GyoiIiIhIsRS4i4iIiEiRFi9e7LpufqrMCy+8sOsFW7Zs8fv9\nJT9yc/Xq1cO/jZ8aJwUpAPwQJrkx2fxACSarzJgxIxQKTeEMd2BwcHCEIfj2Ptv6xVYGIQteoc0/\nDIfQ8I3SvOswcdaytumrhbNS/eDBACfNPWl2aja7/C+Px92JXQYNlYMFUxjg7rEotcgY47ruF595\nxgJrS/kpARERERE5cChwFxEREZEi5buet2zZksvlQqHQ97///Z0uqK2tNcaU8NDU/I5Lly4dfmPL\nhS2xeTHShczdBxUkflGCYe4+ny+bzU5t4G6M2bp16wgXNB7eyOvQDYOFzD0MFSS3JBu+vU9n7nUf\nrOMgqAAfOJCDXh7/58fz95YwcL80Ht/plnVVEChMlbEwSI2p8Tzvwy+/bCAAzJ9fqt1FRERE5ICi\nwF1EREREirQ9Ej388MM9z/vzn/+86zWvv/663+8v7Y67RrHt/9zO5kLi7IMAVGMuLEFnfT5zH/86\nRbvrrrtuv/32ka+xD9j4B+L0wiDk3x3wQ5Tkm0lzaWk+XlDC+Duv+WfNHAyV4IMUZCFN57/vGJ5e\nwiE2ux6aOhiF0I4B7jMGZ0RsxPO8JV2bPRgo1cYiIiIicuBR4C4iIiIiRbrkkkvyX1x//fWZTMZx\nnMsvv3yna+69995dO9+Llg9hdxv+2pWWPugvjAopg5k0fHO8Ld5T294+ei0fa7E/sWwsZO6FI2Sp\nxlxSgsx9+/91SbQ915b4VYJKCEEAymELbGY+O/rKd/ocw3jsdGjqoB93TjBogxTeCfLjd1139uzq\n1MwaYFupNhYRERGRA48CdxEREREp0po1a7Z/ffbZZ+dyuUAgcNlll030vnuKYmN1MQYgBRYciJLs\nTLb9rW08e3me98Ybb4xnhckUPz1ON/RDvinfD2UwC/OJEo/RH4+12bVN32iiHIIQBAMZYsfH7N12\n+GXLli0r1Y5faGoa/u3gYUe+p/c9H9r8oXnpeVjIgksmk5k3bw6Fw3dFRERERIqjXyZFREREpATO\nP//8hQsXWmvD4fC11147QbvkO9yvvPLK3d7b/o12tkLqLWNVmq5v2u3Fo/TDH/7wF7/4xXhWmEwt\nF7bY2y1bhmXu+TNUazCX7SuZe92ZdVRCFCKF0e0p2v++fafLbrrpppJvnfP7O975zuBhh1VVVZWV\nlZ3UcxIeZDjRd2J1dXkkEqrs3eaow11ERERExkGBu4iIiIgUadGiRcO/vfbaa7u6ulKp1H+1/9ep\np556yimnvPe97/U8r+T7jjBsxN5r2QJ9heNDy6Aa87F9JWueHPZuywbohgwAAYhCLeZTZuWrK6e2\ntobmBmZDNUTBBy4M0PqF1gndND9S5s358ze9+92zZs0qKysrKysLBAI+ny+ajTLAu//7yXe961jP\ns5W9fR7MntBqRERERGS/psBdRERERErmvvvuu/uVu8tCZX6/PxAIhMPhbDZbwkNHRzNmxLZa+iED\nFnwQhUNZy9oiths+M2d6sa02fmqcXkiDHWr2ZwaN32ks7kdREg3xhuT6JLWFA0stpGn9QmvjoY0T\nuu8zyeTaRYvCCxfW1taWlZWFQiG/3+84jrV2wAzM2cKC2mqfzwF6K8tt4X0KEREREZEiKHAXERER\nkZJp+GLDu7PHWWuNMY7jBAKBaDRqrd3tMadFGOHQ1OHiZ8XpgzR44IcAdZ+qa/jnMR+gulML//TS\nck5L/Kw4vTAIHvggBFXU/X1d873Nk1/PWtYmO5NUQRACQ6Pb6aHxkIlN24GX3v726oMPLi8vj0aj\n4XDY7/cbYzzPey783CF9fPoVesF1Pdd1D319PdA30QWJiIiIyP5LgbuIiIiIlEz8E/GFL3W6rut5\nnuM4Pp8vEAiUlZXF4/GSrD/K4L7lnBY2QwZcMBCEapKvJUtSwzTS8qGWHX3u2zP3chI/TTR8fcxv\nP4xT3YfqmMVQ4G7AhW3YH9u9P3J8rrzyyjlz5uTT9vwYmerqatd1u3Jdq2esfj1KJosfAJ/P11tR\n7mPoWxERERGRIihwFxEREZGSaVzUmMv2HveHP+Qzd8Dn8/n9/lAodPLJJ3/2s58d5/r56e2jid2H\nhrmnIQsO+KGKhm9Ndso85VrOaYmfFqe7MFvGgTA4JN9Mmgsmb7R9w5caOBjKIVgY3d5H5486R3jI\n+Of5/OhHP3r/+9//6quvVlVVRSKRfNo+c+bMUCi0KbXpidlP4EGWj76G+47jjDG5XK63sjwH722d\n2JnyIiIiIrIfU+AuIiIiIqX09/8Qr+rtPe7JJ3O5nOd5+dkywWCwrKzs1Vdfff/73z+e8TJjeqz9\nmWUTZAqDZcIkX0s2PziGaSrTd4b7cC3ntLT93zZ6YBBc6IZjoArmYJomI3NvvrM5+UaSGogURrf3\nEz89Pp/5IzxqnPN8YrHYgw8+WFNTs31oe3l5+XHHHVdbW/vk1uTj8x7vjnaT5du/5ZAUprrKcYwx\n5tDX11t4vKlpPFuLiIiIyIFMgbuIiIiIlNL7/6HZgxm9ve948snAwIDX35+fLZPvcy8vL7/66qtj\nsdjkFBOri9EPaWDo4NDEw4mG60bb5z6tZ7gPd8GCC9q+1MY26AA/OBCECNRizp/YzL3hHxsSjyao\nhhD4IX8m6VZaPtgyQTsmk8mGhoaqqqry8vJwOBwKhXw+X01NzcKFC1999dVgMJs5bCAdSmMhxXnr\nSIPX3ZPLDX0mw4X6yXp9ioiIiMj+R4G7iIiIiJTS3Y2NgAPlvb1L/vM/azZvdvv6XNc1xuRHupeX\nl1dVVZ188sm33XbbWBfPj5TJH506Gu03tLMNBiFdSJmrSb5xwA1zBy444oJ4Q5wQ5CALQBAqYC7m\n8gnM3JMdSaqgHPyF0e0bsXfsfXR7cR8vSCaT1157bW1tbVVVVTQazafts2fPnj179ptvrjvxxOMW\nLDi4vetPGMhCDwenANzqKsAYAwT0N5KIiIiIjIN+mRQRERGR8Vq+fPn2ry9ta/MgC2Xgh/c+99ys\nl192Xddauz1zD4fD5eXl99xzz1VXXTWmjZYtW8ZYB8ussPRDDlxwwIUZmAsnb3z5vqPlshZ7u6UH\n+iADQAAqoApzuVnL2pLvaD5qmAUVhRg7Bz3Y20d1UGoRHy/4zGc+c91111VXV+fPRw0EAsYY13Xf\neOONF1/8yymnnBAKBf9n8x/xAeBx7it4kIJsd4+1GGPylc1Uh7uIiIiIFEuBu4iIiIiM1yWXXLL9\n67saGw1YyEEKKuFd69ad/NRTmUwml8sB+anuoVAoEom88sorf/d3fzf6jW666aYiymv7pzZ6oBu6\nCud21tJwwwF3gGqevduyCfogCxZ8UAa11H2mrrTjZRqubqAKZkC4MEymn/iH4iXcYri77rrrxRdf\nLC8vD4VC4XA4GAwCruv29/fX1c1pbPwgYIy5s2Pl0PsuA1z1MhbCENjaA0S7ug14EJ2gEkVERETk\nAKDAXURERP4fe3ceH2dd7/3/dS2zXDPJZG+SpulKW1rKUrY2CAiiBSogIOsBjogIehCl6i0qoqKC\ncjza3uA57nXh6MENfqDiOYiigDQFpCzdaGmhpUmTNslkJrNf2/3Hd65hmibpes7v9vbzfPDgMZmZ\n65prrskf6fv6zPsrxKGqbv94z6pVgAYOhKAXmsHateuUtWtnrV6tVlI1DF3XddM0LctKJBLnnXfe\nGWec8cEPfvCAXmj/XTb/slsuvIV+qAENTLDo3tnddfvfa+b+M5/dlJdR9YOynTqYxLKHD2BR2Qks\n+/6y7v5u6iFKeaK8CEmWn3f4q9vPP//8yy+//LHHHps+fXpTU1M4HDYMw/d9x3EymcwFF5xx+ukn\nAL6PrgdXFHzm1c5bNIgBRdBmTNV1LZ2o8cGFrd1/j6VDQgghhBDisJDAXQghhBBCHKqbb765cjv9\ns58BRhDkNsNOmAon7djRsHv3CS+9VCgUHMf1fV/XdV3Xw+FwNBpNJBI7duw466yzPvrRj/r+uJUj\nqlLmICy/YPni4xZThAJoEIUaund2L3vg8OTLf3P8X/jsgBEogAcGRCDGiv9coV1xGObcVzy8ggaI\nBbPtRejH/+F+lcnsj40bN55zzjnXXHPNVVdd1dra2tTU1NDQUF9fv3DhQtu2Pc+zbXvu3KnLll3T\n1tZU2crz/EEvqZZL3T20u9jcrH5L7eGU67qdvf2ADTOlUkYIIYQQQhwsCdyFEEIIIcShql7FNHH5\n5T5kIuU/NPPgQBiAWbBw27ZL1q6d8cIL89ascV1XbWIYRjgcjsVi9fX1r7766jnnnLNs2dg5+P4v\nl7q3Vbevoh+K4ARz7vWs+N2Kg97h3zr/N/4t599CGgrgggYRiEML2kWHlLl33d7FZLAgDDp4kGHb\nD7Yd4gGvXLlyyZIlF1544SWXXPKVr3xl6tSp8Xi8sbGxtrZWrY8aDoeTyaTnecVicc6czjPOOEmt\ng1rx1Q3/Vvm9vGjeRcWWFvUrqFctmmrAZplwF0IIIYQQB0sCdyGEEEIIcZj5UFNEgxyEoQYcKEEG\nwvD2HTtO2Lata+tWc3CwVCq5ruu6rqoBCYfDlmXV1tZu3br1ne9859vf/vYXXnihes/VZfEHc2D3\n+6QhHyygGoVatKv/HhdQVZafv9z/js8g5MAGIAIWTEG75iBPS9fHu7p3dmOBFaxSO8wt77hlKlMP\nboc/+tGPlixZcumll/7xj3+cPn16a2tre3t7TU1NTU1NPB6PRqOhUEjXdd/3Xdft7X0jFNLe857z\n3/a20VPqA8WhpwaeASgxp3bmBUeeF9292wQX7IY6wPM8QIfhgztQIYQQQgghwPz/+wCEEEIIIcTf\nvOuuu676RwN02JZgbpo0FKENNOiBTgCGIAp3/fnPPzzqqOc6OyORiGEYhmFommYYBhAOhz3Psyzr\njjvuyOVy+Xz+iSeeOCyHesvZt6z4/QpMiAaZeyPaJZr/y8PWdvI355azb1nxuxXUQgKMYCwdtOu1\nJY1L1HPWrl27YMGCfe5q2Q+Wdfd30xyk7R4U2HbvtgNK213XtW17w4YNy5Ytq6uri0QiU6ZMUddj\nDMMwTTMSidTX1ycSiVgslk6nX3/9dcdxisWi53ma5t5ww+WVXVXXEw0UBstVRzZzGmZRvkkJ8D0w\nRupqAQdOuuW/a2VXIYQQQgjx/zwJ3IUQQgghxKFas2ZNdRrrgwe7osxN40MMHLDgqKDY3YNa8ODW\ndeue7u9/aMY0o393pL19+7RpajFVFbuHQiHXdUOhUCwWO//880dGRkqlkq7ro3pCDsjyK5Z3r+/u\n3tVdblAxIQaT6bqra9WnVx2Gc/E3aPmVy5dfuVy7UgOogRCYUAsmj/Y/8wfBJQAAIABJREFUGjEj\nXU7X/qTtXTd2dSe76QhOrMqzkxxQ2v7Tn/5UJel33XVXZ2en+n2IRCK5XC4SiTQ2NhYKhenTp0ej\nUdd1c7nctm3bBgcH6+trzj23C2hvbykWS5W9Vf+qLHvu84TAhRKnTD7B8zz1WA40TQfiyRTg7P+x\nCiGEEEIIsRcJ3IUQQgghxMFbuHDhmjVr1qxZU132ooaKT9zF2haO2o0PBhSgBFGwIQHDwV+ipw4M\nbO2YtGP3ruPSaTsU2tHaatq2nkhomqaydcMwIpFIsVisqamxbTufzzuO88Mf/vDaa689uGNe9YVV\nXV/s6u7tRodIuWC+u6f756/+/LIjLju08/E3zP8PX3uvhgYxCIEBFjRRtIqrBvfrUkR3fzdtEIII\naGBDGv97+/7qwE033bRu3br6+vpwOBwOh9vb28PhsLruomlaqVSyLKu5ubm5udmyrHA4bNv25s2b\nM5lMKjV02mnHd3YurqurUbtyHLd6z6olBnjg9UdQ+brHHGvmnOZZkYgVHhgoQgj0hjpGMnWZrA95\noKvrAE6cEEIIIYQQVSRwF0IIIYQQh5nKWjWwDWohDQ64EIUChMGFGNiggw5WNKo1NTTs2PlPzz57\n36xZL7a3m4ahIldd13VdB4rFYmNjYzgcjkQinuc9/PDDDz74YLFYnDNnzj333HOgR7jq9lVdd3R1\nD3djgAkhSHD5nZdf9oM9Ave1a9cetpPyt8D/gd/1ua7u3d1Eg04YC3SKfrHrs12rvjBR7K69U6MF\naoO03YUU/r9OlLavW7fuE5/4hGmaNTU1U6dOVQ3+mqaFQiFgYGCgqamppaWlpaUlGo2qqy/Dw8Ou\n6+q6vnDhrDlzprquVyqVqvdZSdjVdR/PKx/AE/2ry30yJU6ZcqLneaptpvr4Jr/RCySAqQdZNy+E\nEEIIIYQE7kIIIYQQ4uCpCfe97zfBhOEQPmgQAg+aIQclaIEemAceGLB+9ozQ5tcS0Fgsfmb9+h2v\nvnr7u981MpKNRCJAJBLRNC2RSJim6fu+aZpAOBx2HCcWi/X39y9dutT3/UKh8Pjjj+//ka/63Crt\nWg3ACg63Be29mv+DNzPY/elR+X/MqjtWaUs0poAGYTAgAtC9u1u7VPN/MXaA3vXhLlqgASJggAtF\nfnb7z/Z+pu/7Gzdu/MhHPlJTU2NZ1uTJkzVNi0aj6qsMnuf19/e3tLSYprlo0SLDMOrq6kzTzOfz\nuVzO90tTpjS7bjSXyzU1xQFdH10uZBhG9ZC7YejqxkBxCK3cKd816UTAcUqACybYtgNsmDf7pO7n\nM4d8DoUQQgghxN8zCdyFEEIIIcShWrhwYfWPar7ZhTPf4OEZvOM1nHJsSx40GIJGcMEDH6JDwy1D\nSTWo7EFLqXTD5KahU0586aWNL720JZVKxWIxy4qa6XSppkbTNE3TwuFwKBTyfV+VvKtlNs8++2xd\n17/2ta/Nnz9/fw77lrNvWfHHFWhgBYuFNqJdq/k//PtdQBXwH/W7Pt3VvbObOogFS8uaoKNdofn3\nj3Fyuvu7mRScRg9yLJ68+LLWN78usGjRosWLF2/fvl018k+bNs0wjFAopL7EkEqlbNvu7OxMJpNz\n586dOXNmLBbTNG1kJJ1OpxsaambPbp40qb5QKL7xxqCmmaZpZrOFpqbEqAIZ9phwB3BdD9hdGBqw\nhzDBoclsaKppcBxXBe4aDAS5/OQ3er3yerFCCCGEEEIcJAnchRBCCCHEoVq5cmV1h7sXrIxagpT2\nZv6eC+4/AVYH1SM+nLVp64OzZx67easahwcyc2cCRxwxLZv1Tjzx5Oeff/6ZZ545d8uWUwYHf37u\nuSO1tapqRvW8m6bpeV4kElEp/F133eW6bqlUUiusXnnllVdcccWYh738yuWEWPFfQeaukuV6lv1m\n2fLzlv9PnLj/W626a1XXrV3dfd34EKdcvJMAA+0qzf/JHpm7dr5GJ9QE/7YoQoZVHyv3z5x99tnA\nrFmzdu3a1dzcXAnZdV1Pp9OapjU3N8+ZM6eurs6yrHg8rut6qVRKpVKpVOrII6d0dk6Kx6MA+Lpu\naJqmvuUwdWoDYBi6s+cip6ooZpTvbPz3cp+Mw7WzLwN0XQuHY4APNcFW6UQtMDrCF0IIIYQQ4kBI\n4C6EEEIIIQ7emH0yPugQgiK8ZyvfOJk7nyENYegDFwZBhyw0ggYbZs8wXt5AkHUaEB5IlpoagZqa\n2rq6utNP75o0KWrc3p3IF6784x+/9ra3qdzWMAy1rqa6oQJ3z/Nc1wVU5v7ggw/+8pe/LJVK2Wz2\nhhtuuPzyy6sPdfkly7vXdHcnuzEgWl4pdMV/rqDI8nf/fWfud6/6+eafX/7Fy8uz/yYYEAcN7Srt\nlotuWX7JckBbqjElSNt1cGCQiyZddOutt77yyivRaHTy5MmRSCQUCqlydtXAnslkampqjjnmmIaG\nBnWlREXemUwmFtMjEe2oo46IxSJVh+MDvu/V19ekUprqbfd9NG10pcyoe1TnzJO7VxMuj953dZ6o\nnqYHfTS5GZ26bgCJ9Ij6vRVCCCGEEOKgSeAuhBBCCCEO3nXXXXfzzTePulOVthtgQA6SBiYMwXRo\nAwNmwW7wgnn2WS9veKlq+UofwoNJIBazSqWi4zimqWezuXC+YMDcZPL2xx57OZF4cuGxKSuu67oq\nJ9E0TS25qWbefd9X7SWA4zilUqmxsfGhhx564IEHXNctFovz5s37x3/8xwULFqy6c5X2Lo0pwVWC\nENSy4tEVXSd1XTb1Mv5n3XfffaqfZ+XKlQsXLly5cqW6Xy3fumDBgvvuu++aa64588wz7733XnW1\nY+HChf9NXfOXzb7ssh9fpl2m0QoxCIEJMZjEit+tWHbJsstvvpzJUBO0vbuQobnUXLOjZpexq729\nXQ2zA6FQKBwO19fXqxn21tZWTdNUHX8ul9u5s3fhwlnNzQnHcWtrY77vl0r23sfj+36p5DiOZtt2\n5Z5xjr18v+t6D7z2OwwAHOaEZlaeEV+3zgcfXHCCOXkf8ofl3AkhhBBCiL9XErgLIYQQQoiDV0mE\nRymADQZocMGrbIM82NADC+BRiAQrqSq+ZRWC/J2qG67r+b7veUya1Ly1scEZShpwZCo1LZWa+rH3\np2dN376994kn/prP5w1DB980Q2rmXSXvaidq+N33/Vgs5nme4ziu6/b29n75y18uFAqe5x1bOPbF\n5IvlCW4VK9dx+Zcu52OHen7Wrl2rYvE1a9aM+W2ACVQ/v/qqhjrne1/nmMB1111HEM2vXbv2gAL6\nxQOLu+mmHhqCbhkLDKZdP408NAerznpQpHWkdUl0SSKcMAzDNE3Lspqbm5ubm23bTiQSuq6rD2Jk\nJG3bTnt7w/btPbNmtZ966uLqV9x7br0imRyB2ARPGEXX9Qe2PYIOPqS59sTy9xt8369Ztw51mSCZ\nUsF9z5R2H8ZI+oUQQgghhNhvErgLIYQQQojDavt2P5gU1yEC7bu54SLueZC6cirLTNgIoWAOWQNj\nMFkJ373qaXffNwxD0/xJk5p7Y9HCULl2RgenpbGurvboo+ceffRc4NFHn0qlsj09uyKRSDQaVXPu\nKnZXbe8qpVVBsO/7vu97nheLxXzfTyQStYXap9JPYYAOBoQgweV3X77YX2y6E/3NrCL1NWvWVA+k\n/99mnwe2MLB3Fh92w6f1nfZS/qWUm6IeIkHZfQNowXqqQImjHjqq/cT21smtsVhMDbO3traqtW1V\n9/rg4GAkEsrlckcdNbWpqTaRiM+f37H3wew1t17+UdN0z/PDYTObzap7PG8fy9s+/sZfBpwhQuCA\n/+YVHt/XcgsWACVgOK1pmuO4HTt26lUXe4QQQgghhDgIErgLIYQQQojDaupUM6iL0SENDXDqK9RC\nVtV3wEzohgLlqo+GXMGZMzPa/Ve1Ax0ig0Pq9vDwkG3bmubv2jWgQQLsIH+Nrt/kdr4Z1y5Zcqqm\nkU5nMpncpk3bXnnldQhnswVd16PRqOo2KTd3B1TtjO/7kUhkQWxBqj/1svEyBMuEhiHOnGlzdF2/\n+uqrXdd1HMf3/VwupxLkfD4PFIvFcDgMPP/88+NNXqssW91Q9+z/jPmZZ54JPP744/v/CVS77777\n1KT8s88+q+p3HMfxPE/XdTXvr562fv36rVu3/vrXv3ZdVy1CGw6H1bmaOXOmaZrzjfkPDT3Up/dR\nC9HgWko9hEADB7Yze+tsI2NY77MWLVpkGIZt27ZtZzIZ2y6GQv7MmZM7OqZ0dLTs85jHO42+7zU1\n1Q4Pu+FweLwumco7Ur659seo7zk4nNayaE7LzMrTajdsqLyM7/umaSTSmZIE7kIIIYQQ4tBI4C6E\nEEIIIQ7e17/+dZUIV/OCipEIFGASnL2ddXW0p7BBg6GgO1vl8nX5fBHsYLZdh8FTTlS7yuVyQDis\nZ7O5xGAyB62VlxhIunsdTyJRU1dXO2vWtHPPPR1Ip0deemnTli07enr6DcOIRCJqqdVQKARUymdU\nEH/2rLNnFmc+NPIQJkTAhAQtkRa1BKsK3D3PU1GyytwLhQKggvh8Pq/6atRh33jjjQsWLDj66KP/\n2879m1588cU1a9YsWrTok5/85Pz5848++ugf/ehHlmU5jmNZVi6Xq62t7ezsVPeoAX/DMHzfr/Td\n67quVjQlaOBRq5tqmqYieF3X31P/nr+O/PWZ/DNpL00suCZhQAmSzH9+fqvTOtw7/MwXn5n+/ekj\nIyOOkz/66Nknn3yM7/uOoz6rfQykK3tOuPvBnQB9fcPxeGMmk1F3qs+iakN0XXfdqszdCHZQYF77\nEZW7dd3MLlgAeBCqT/i+B0zp2alB+MDOvRBCCCGEEHuQwF0IIYQQQhxmLoTApjwMvRuOyvD7Rj57\nJlc/Thh2gEW5WBvwoX5HrxlMr/tQ+8rWwVMaAdPUHccJhSKTJjVvtKxsvqDCVB2SF50bG+vVq+Pa\nRKL21FNPOPXUE9SP+Xwhnc58+9s/tyxLxe4qaFa1M+l0+siGI0fckT+O/BENImAQCoXUFDzB9HT1\n7ZqaGs9TLfPlkNe2bTU7//vf//63v/2t6pEvlUq2bRcKhUgkks/n3/e+911yySX77FJft27diy++\nqOLvT33qU2vXrtU0LRaL5fN50zTVMqSVmf1wOPzEE09Mnjw5lUo99dRTU6dOVSPq6qICoAp2XNet\nbKIe8jyvUChULjyEQiHLskKhUCQS8TzPtu2amhp1BgYGBt4SfctbeMv6wvp17rr1/np0IvlIkWLr\nS63H7jw2RKiGGg3tT8v/cMfDH2loSIz6ZA7w92gM6h0lEuU9qysEe7yG71de6PHtT2eKWSLgcGTs\niAsXnJvLlZdENQw/vGuXurrjgqbpruvt6Ghv7ekzDv0ohRBCCCHE3zEJ3IUQQgghxMFbu3bt3neq\nihEd8qCDDkXA5ZkOroQcHAFPVlVqD1tW37Hzczt2mkGhR6VSJpFIqPaXbDZnQCwYigcaHnikePW7\nq1/X99E0Kmul7q2urraxsf7LX/4o8NJLGzs72//ylzVPPfXXaDQaiUTmz5++a1fmpgc3XBHmjrfR\n0womPzJ+dKF9YS21lZwaaGpqAorFYigUGhoaAio15ZXkXUXbjuPouu66ru/7pVJJ13Xbtv/zP//z\n17/+ta7rjuM4jlMqldLpdHNzs5rBV/erawCGYcyaNSscDieTyWnTpqm3ZppmqVRSVwJc11VpuK7r\n6kpA5TjVnfl8PhaLDQ4OqsDdsqxUKuV5nsru1fHMmTPH87x4PO66bk1NjWrA1zQtGo2qHXqe57pu\nMpkslUqe5802Zse02Hp9PfDj+7nlGOq2N3SmO0uUYsR09OTa5CdO/cp3190VfC4HFrXvXSlT2UGh\nYMfjfiIRG2/P1fd8Y90P8pECOqTYmHy1ereaZqqTqUGqoa4S3GswfEDHKoQQQgghxJ4kcBdCCCGE\nEIeZBiaYEAUHPEjAiSlIUQsmpKAOCEaRO3w/smOnVxWmV0LTeNwCPE+Px2N2LOoMvfnQHl3d+6c6\niz/mmCOB884747zzznjttTcsy3rlla0Df366dufORTD0DJ88i8bd1u4pu78Z/ealmUtb7VZN00zT\nDIfDbW1tqvm9UnQOFIvFTCajaVqpVOrp6SkWi77vh8NhFQH7vq8WaK2MyavyGd/3bdvOZrNtbW1q\n3F49obLcq9rcMAzV8aLreiaTqa2ttW1bFb+oWvloNBqNRhOJxPDwcCKRsG07FAplMplYLNbZ2Tl3\n7ly1n0qXfTQaNQxD1/VsNltXV6fSeSCZTEYiEcMwhoeH0+m0bdsjIyP9/f0jIyO2bWfI6Ia+NbL1\nidgT+CzaxrytxZN2HnlU/iIPL0QICBGqp36kd+S2JV+/89GPUg7QDyBzrwrNR2/V2BhzXff113dM\nn17HXo3t1XblBnc7g4TBhTBfP+fz1Vm857nDc+aoXiOzvk7XNd/35m3Y7MHePUVCCCGEEELsPwnc\nhRBCCCHEwRuzFGX+4sWbu7s9yEI9GJCFJLQOMAIF8CAFBIumFhvrsawoFIJKGbupUe1qYCDlOE40\nGgbsoKzGAx1K82Yf6PqWqoF97/tnzOiMRiPTp3e88a/fVwntop1c9TRP19tDMx00flHzi6nDU6fn\np8+MTCv2Odu3b49EIqrYJBqN1tXV1dXV6boej8c9z2tsbGxra8vlctu3bx8cHCQY2Vb/rxyA6pEH\nOjs7Z8yYMTIyoiLvyrh6JBJpa2uzLMs0zcpCpsViEQiHw57nFYvFeDw+MDDQ1NSkEnnTNDOZTKUE\nRvWzq2l39X91ElzXdV1X7SGXy+q63tvb29RU39hY29wcisdDyWT6LW+ZA/7WrW8MDGjFYqptZu3H\nH/+c1qDla/Llf0PYtD5Q823eNj8/H9DRARNTQ/PxLaz+Z4cGe4abOuoPdMJ9gueHw2HbNhoaGtSP\n1UPraqNKgfvnVn+1fJwupzUvmjd59qiXmPSXv2igLvPougGMJGpCI5niAR2rEEIIIYQQe5LAXQgh\nhBBCHGbPd3fHgzn3HOhQBzE4OkVvPcYwtdAJuSBe79U0BwpBq7sG7b9+dOCUE4Hp0zsMw1AhtZUr\naGBDTO18YHDvYWTfnyiunaBtRkmbhg1hWDzEgx281uaQgzjobK/bvt3cnqk7+rzT3nHJ/POSyRSQ\nSo1ks4XXXtuxY8drmze/rspYdF2PxWKO46iSdDVIrl5dUbdVCK5pWi6XKxaL6j2qO1UdzdSpU1tb\nW7ds2TJr1izV66LWOFVT857nqTVgOzo6Ko0otm37vqdqaoaHh2Ox2MDA7kSiZmQkM2NGZ11drL9/\nyHFKxx03WxWsDw4OT526EICFlZNQPTZ+wglHATsG+878+rsLTQWiYILG3J/PndozdXpmXoiQh6ej\na2gqc/fxI0R8fLfR/tiCr7z/B5d2XfDmzkd9WPtDPU19rMPD2VgsnEwmYfKYTzYM3XXdx3c8vS6z\niTD4UOKGRVezZ47vOKVic7MfLPCrvm1Qm87oB/XNCSGEEEIIISokcBdCCCGEEIdZFAADDIhCFkbA\nhX9Zz8/CLLmUXc285ycsTJc7ZFp7dsY1TSXdSiUZ3bVrcN483fOYNKlpA3v0yVgbNo8sOWPvvu+9\n79kfKumeMrXDfHF9CTz4yst8t558GDSIgQFxnh95mVe54dSrGhvr1GtVBtWrbdmybXAwlcnkDEPf\nunWHaZqbN7/uuq7v67ZtRyIRFcQD4XBY05ze3tdqa5tVo7pqm9F1/dlnn7UsKxKJbNiwYd68OaYZ\nmTp16pYtW+bPnzYwMNTc3DBt2qRIJDQ4OBKJRB3H1XWttbWxv38oHremTJk0PDxSX1+716HNqv4h\nHm/b55nZMdR35lff3eP3ES1/QtGBaPtQ+5T0FBu78rRK5m5gaGgRIl7e9eDb7/3Z3Jdn1rXW7L3n\n8T6o4BMcI49X582yIurHcRZN5Rsv/6D8Dx0HUmPsSddNLegvyjTU6bqmaXrdSKYE+7gmI4QQQggh\nxIQkcBdCCCGEEIefQ7k924caqIMc2OBr7AqDRmuuPMwOGJPbcrGoBi54YEDv+e9Q+8nn88FwNz2d\n7c5Q0gGCVPRAs3XHccbMxyu7KkIWIqBKx19a33RCq53W0+gQBQMsnk+9/IFf3vqtS+5m/PKTWbOm\nzZqFpmmmObrBZnBwOJUaqa+vXb36RU3TX3zxlfr62Jw5M7Zu3XnCCUcNDg7PmNGh6tpPPvmY5uaG\noaF0Y2NiaCj1298+C7z1rQuPOKId0DRdvfv29qbq/VdC9rHS9oNx72Pf73H7qAF17cGm4BbOivzp\nZSY5ODWUk3QNTUMDDAzAxEwyXE+9h/f5s++57ZEPNk9uGLXn8SbcK7Uw1dQH5Pu67/vxeFzdaRim\n6zp77tMHdtuDRMAHhxvmX9Vc08ieH5amhWrWr/fVir71dbbtOo6zft7saRs2S4e7EEIIIYQ4FBK4\nCyGEEEKIw2ze4sWburs1ygUkQB6awIZpReZtZ8M8mh2M4FGtt89521vCL663Qc0d12/aOnTKSYDv\ne/l8PhqNZrM5wA4yehtqnlg98pH3j5O5V8L8PUxQKaMm3PWt2yPqwkCwl1/f/O+f/vcv/iXzLEAU\ndIjwmy2PXfD9ax9+3w8nTvzHfLCpqb6pqR5YuvQMwzDOO+/M8TY3DB1obEwAQ0MptQrr5s07VOD+\nP+Pqb3/ogc2/Ix6k7SUY4cb8cWdtf+FCHv4P3tJLp49fSdtVq4yO3mv1duY7bWwfP9ub/dLSf1vx\nwm2jdr4/l0sqIbmKywuFfG1tg65XtvRHPU3TtA88fqvqvaFEc6nxtOmLq/eg6HpUfXYuxBvqRoId\n6hA7sDMkhBBCCCHEHuQbk0IIIYQQ4jC47777KrfVjHAB8jAMYVAlLVEYhCXboMD6VjQogg9N+QKg\nKmX84D/1v2g0pNYLjUTijYNJgr9fTcjPmz1m3j1Bh7vv+2MWlRAMUOdPX5wKjsoHF1pa6v/j9m9a\nQ1GGoRhM4Nfw/MDLH/jFrROfk4k7yg9oOn94OF0oFA509dFDdPV3PvTAq7+jJrjS4EGOD53w3ktr\nF4ZhEoXb+cMUemxs9Z+L6+H5+BsTGxN2wsAwMaNEa6n1erU7ln5j1P49b+y3Yxj63h+T+oBisZjn\neel0NtjD6Fl4z/PWpTZhgAclblhwdXNtY/UegqcVmp94QnW4q32FQqF5Gzb7EFu8+KDOlhBCCCGE\nECCBuxBCCCGEOCyuueaayu1/WLbMhTDoUAthGIEkDEEDXLEdduFYFIIFKl1wB4dTkANAg0JTuX6k\nrW1SqVTSdV3X/WRTQzSIwjUwxspbeTPGHSPMVbXpEzDzeT8Y5tbBbmwcHEyDv/nrf2l3JpEMLh2E\nIMFvXn/s+Z6XJ9jbxJH6eHHzmOrrE42NjYZh9PUN7s/OD909j618YNPviAUfpAvDXDzj3C9f8uls\nT18u+IfEJ/n9W3myRMnGdnBc3B3WjiPTRyachOpzDxEyMePEB55L/ftnH96flx7zzKiLDaWSq2la\noZCrvrPaL179DepDdiHHUZPmVh6qLnzXdXdk/nwqv06a5jiO9b9Ychn1y5ft90kSQgghhBBiNAnc\nhRBCCCHEYbB27drKbQ900EEDB3yIQxNYlLtJ3rKFujQFUJPMHkSmtEWCbYH6V7aoXfX3D5RKJXW7\nZjBZDJpi1KKpYx5JVd/IaBNMiKs0ts1xa8ALctjo0JDnaWqrb/3j3e32JEaCxhkT4px//3t6U30H\n8XIHamAg6bqu53ltbU37fvYhW71lzb2rvk8cLDDAhQI3H3/dj6+/F0j27EwENfcORMllyRYoqMy9\nLd/m4QGVNVTDhEOEYsT+8L1Vj3zrz5VXGe/8VK6jVD+u7tR13/f9uXM71J17dwTdu34lqqW/wB2L\nPt6aaB7z5XzfjO7eTXD1xHU9VRz/XAcbWw7qlAkhhBBCCAFI4C6EEEIIIQ6LBQsWVG6vXbXKBxsc\nyEIBTCiBC7uhAJ/s4TdHlu/UoK+WYr6gnqC/WSkD0NLSEIlENE3zfU2zrGKQyGvjVcNMODkeJLlj\nPEH1jfSXbPWw+ivZaWqyrIh66IQ5x3zu/I8xBMPggAcmRDhuxTseXvtfY76cpk30x/a++t/3eLS9\nfZJa7jWfL06w1SHyfXyfHcm+M5df0mP3oa6BOFDk4inn3n3Fbeqo7J4+N/iegQZT2JGxRvLkbewS\nJQfHx/fxAR1dZe4RIhEiDU7Drz776Ibntoz5HivHMOb9uq77fnnCPZUqjNpEWf78d8rLAriQ5ajJ\nc6un2qsDd8cpFVpagALoyRQQDofUhnNnSaWMEEIIIYQ4eBK4CyGEEEKIw6B6wl3RgpzdAgciEIFa\nAI7PcdpG0nDjORzxT8z/J9bor6Wr0vbgj1R/cDDpeZ7neYbhj3S2e0FBvA7p0xeNdzBBtDo6WJ9g\n0VQV8s5c+rYsaOCBBqFNm/r6hirPOW/x25+97RFSlOfcKXfLfPaxrz788tiZ+wQmnn8f9Wh9fa3j\nOJqm1dT8tyzqqaJ2Zc5tbyEBEcpN6EU6sm03n/G+ylE1nbzQCxa8BbJwzDlzM2SyZFWTu4OjytwB\nFbibmGHCceL11P/z0u9teu51xgrcg2MY94qIrutqedvg+Xs886ebHiz/6uQ4o/GUSTVN1S9Rfduy\nypPvISjNmApsLWwD8Fj+yPL9P29CCCGEEEKMIoG7EEIIIYQ4DNasWVO5rQcd6zZEYScMwyBkYCcU\nwICmIb59LL+dRU8MoGfb1kngBuXp8U1b1a5c1w+FQpqmeZ6m5Qoq5FWhfM0Tq8c7mImHxydQWvdK\nKMjSfTCbmjo6GqtH5tsbWx+68Qf0Qz5YXDVEr9t//a8+PlbmPlGkfkAHadu2Gs8fGhrZ/632SeXs\nldR69Zbnj/hMF/UQA7OctrOLu99926I5CwmK41PPrFFlMoABjfA9t8atAAAgAElEQVTJH994xodO\nypHLkStSHDNz32XtihCJEaun/u6l3x3sHZ74BIy6HqHefiwWAQYHk8Fz3nzS8jXfIQQauFDiC+d9\nnD0vsVSfcF03E+vXAx64wynf94bdtHro7BldB3oahRBCCCGEqJDAXQghhBBCHAYrV66s3L5/xQoV\ne4agBpqgHhwIQx2YYKj/21Aqx9u5UHmoXA2wF4NFU1OpZLFY1DQN/HA+bweVMjrsY/3TfRgdhas0\nNp9K61WtNebgYDhsjJqLP+GIY5797CPsgHyQOkcgwWf/8NXntr+4x2scvg73TCZvmibQ3t5wWHZe\nnbMrPUM7b33wSz1OXzlt96FAh9uW+9aWi7uWVj+z46Jzo2CAKg4KQa6n7/o7L28/qVmVuefJqwVU\nK90yvVbvlPwUNeoeIxYj9uHjvnjTv9w25rGNWcWjPqBstuR5XktLw95PeHlgQ/krEgWOsuaoO8dc\nVhdw3XyxpUWdAL2+Dug0JquHul9YNe5ZE0IIIYQQYl8kcBdCCCGEEIfBvffeW7n9lSDK9YIFVF0Y\nBBs61BqV0A83rofBcrm7NQcPosGaqE4QuHd2TikUCoDv615zoxns04fUaYuqG7rHsUeoPMF6qo7j\nAqWqanIfXNi8eefeoW17Q+u3rr6bXsgFmXuYXqd/6Q+vfvilA+6W2R/JZHpkZATo7y9X3Bz0FP94\n3vrVi1cPrCEelMXkIM/d5++Riath/4gaDA/+LeEHl0nufPSjbSc1Zcg4ODa2qpfx8LZM2ZywE2rO\nPUQoTLiW2iaatn23/wMrb63svHIBwHXdva8mqAsM6v/19fHKSVDPfGz7ky+nNpbLgDJ8aPF7g129\n+dlVf46aVr5eo4M+nNI0vcffqe75/CXLDvzkCSGEEEIIUSaBuxBCCCGEOAyqK2WoisWL0A8+JECH\nV4MiljlgwnG9UACHfC0DwWg5kJ47S90wDEPXdU3TDMNrisdKQBDKWxs2G8aBjbmrVD0wRhZfU5dQ\nA/gqcy9ALBYdc1fnnfT2z57/UXZBIeigCUOE6x/8eO9wX/kFJpxBP6AR9WnT2lpaWjRNC4eNys4P\n1wB9z9BO68YZPW4fVpC2F+gw224+/rqLF+0x266+ahDtaMupYwAXhsufiA987AfvG2BghBE15G5j\nl6zi9B0za5waDU1HNzFDhEKELKzWkdaXHtx00v86d9TxjPmxqtNlWWFd14eHM5WTAOzKDSx/Llgu\n1eaM5lOOap873h4CujriIXBnTPV9b0HoSACP3X/qPpCTJ4QQQgghxB4kcBdCCCGEEP8tNIhAIzRA\nCRohDdOCLP4IyMI3n8dSmXWYCNjBrHTtK1uC3fj5fN73fdc1IvmCQ7mmG6gZGBqvMGQ8+8y4pyxc\nUADAUTXxYJqh8Z58w1lXfeXsTzMUdMsYEAOLpd+/WmXuEwzUs68R9VEPbt3aMzQ05HleOBzZ8x2N\n7mE/CFf9203UQhzUey1BipsXve/uK8aufMn39FnB7Uhlzt0HaO5oeCj57dBkI08+2zhSouTl/UqZ\nu4amoak59xixFqfl+DXHD3mpk24/t/r4PW+MLy6oz9pxfM/zBgbSlRMAPLbtiV3eQHm8fYQvLP34\nmIddneM7Tj6ye7cPdcBQEvhF8dfq2w3375BKGSGEEEIIcfAkcBdCCCGEEIdBdYc7wZB4DpKQDv7o\nrAEdHNBgM0RgcomTXweXKbsbjGAroG3VX9V+otFQPB7XdR20ndGICpvV+PkEWfuewfqbt/canX7z\nIbVJZucur6pVpgS2XZog1r/67e++fMYF9EMhWPLVotfuX/qdq597/cVDCcFHbdvQUGuapqZpE7To\nHFz4fsadF68eWkMthEEHGwb5ynm3ffjs68Z6CR/Y/ODvKve44EC6p6/6+sEdj344MtksDZWLZdQC\nqh4eoObcQ4QMjDDhOPGlP1vqbPM7P3TCzsF+tfmYHe7qs3McR9O0uXM7qx/6yaYHy79hNme0nDLe\nO60+dfF4Y3hgACiCN3MaVdc/bn7v8glPmBBCCCGEEBORwF0IIYQQQhwG1123Rz7rB+3tVjmFxoYi\nrIVI8KgLYfj8OtjNjoZkbw25IAJPzpmp9uN5vuJ5TDnx2FAwTe5NGLiPZ4IJd5W3RusS6rCDKvmm\n3t7doxZNHeXeD37pgjlLGAkK4HWw6PX7r//Vx3am+g/8GMc2NJT2fV/TtIaGROXdHPTeKqfBev+M\n1ckgbQdsyPL4h3754bPGSNsrEh1tPpWImwhMPvm46sC9paPxnnW3J0lmyRYpVsrcPbzKkHvezIcI\nxYnHiR+/+viIFTn5C0uf3/QS46x0qu4slUqapsViocobeWzbk7uKAxjlhQK+cPbY4+3sebmlVFKl\nOBTAH06j2t4ri/YKIYQQQghxsCRwF0IIIYQQh2ThwoV73+kHQ+g5qIMs1IIGraA6W2YAUIJFMLsX\nSmxqK7dwA9HBpLpRKBQymQyg696W3z3eA0bwX765cbwofLy2lglm1VUWnzINgtDVh6bBwba2Sftc\nnvR7N/3LaeFFjKh5aTDBotfpv+6nB7/85qjXbGysi8Vivu9v2rS98pRD3Ln13hnUgBWk7S6kOLlm\n4aLZY3yg1WIdbZUVU3UoAmNdzLh37WezZKsXUFXz9xraiDmScBKqz93Casw2Hv3M0TTzgftv3Zns\nH/N867oBqJMwNJSt3P+pp+7CBB9KXLHgXfvz9l3XNc1Iqbm5nK7X1QJpfwSgtD87EEIIIYQQYlwS\nuAshhBBCiEOilkvde9HUyrhwESzwwYcwOEAwC65G3T//IlY/LWlKwdx6JXCPxSzV4a5pXrilsTl4\ngtrQtp0xD2mvYL2cBY8Vne/xUHgwGQYzqIcpQDxu7E9T/L0f+hI9kAq6ZQyweC710pLlVzy75YUx\nN5m4UH7Ug8PDI9ls1vf9xsb6fR7MPvk+Z9xxMfWQgBgYUIIMF89e+ufbf7XPzTtOXhgKPkcP1Kqy\ne5/blo7Gee+akSadI6eKZVS3TGZKygpFdXTVLRMiFCU6Y+uMuavn7vR3nfyFpd995KdjHbO3c+cQ\n4Hme75ej8sdef5IQGOBBhquPe3f1Jp63x0ksldTitui67vteeGBAh0zw6Ii6efBXMYQQQgghhAAJ\n3IUQQgghxCFSE+6jAncNfIiCATb4UIQoHBMEtS9BDkzQ4LQiR78e3dGIFvx5WmhqUPuJRKKqSkXT\nQk5TQwmMYHy+ceOrpjmqkz149X3NpI+3yZBtZ8Ct+ivZ87SJK2WUyU2tu7730uR0K1nIgwcGRNky\ntP3aH9/y7NaxM/cJamFGvYMZMzpUfXk0WlnE9eArZa5acdPqoTXUBEvQulDiwwvf95Mb/3XiDdVZ\n6ntmjXp/QBiGgHG+PfCpH37w9H86IU8+T97Gtq1SySpGd8SNvEnQ525iRokmSBz34nGt21up564/\n3bPm9bWjduX7fnt7Y6lU0nU9ny+W9/90MN5uc3Tdkc3xxgkO3jD0yrsI7RpQ38CIB4+mvJFDOKNC\nCCGEEEKUSeAuhBBCCCEOPx+cYA1OD2yYBCl4HSLgwJRgVVKgGWpmn9CaLE8qP3AkFy5JDhSTgK5r\nhmH4vu+6eqthVLe3jxx5xAEe0XhD5T7gOC4wvHOXFZThqAn3TKa4/9H2C//795OLreShBC6WH43p\n0V6z/9r7btn7ycFVgbF3PupIBwYGLctiryD+IESvmPHA649QC9FgmD/JoujCuy//zH7uIfXMC0Zw\n3A6oKwDjXeS47s5L209vypHLWzk77/h5VLcMQeBuYKg5d9/0ux7tmvPcHOq59Js33PWre6r3o2la\nX18yFArZtq3a2P/56X/DBB08yPKVcz896qVHfdyVgXff9+1J5Wg+p9rbCT516XAXQgghhBCHRgJ3\nIYQQQghxSEYtl1oRBR8siFYVdQxDEXRYCG5VvHlqKVqbjn78DJo/wlXv4tlpfO2VbwGxmFVZ6zI2\ntSNXVSkT3/jqeCHveG0t+5xVn7JwQZHyoL2a0B8cTE3c/TLK96792omRY8hi5aJzBmfuaNiJRa/W\nv+TeK3qSfeNsNMb+R72zkZFsKBTyPG94OLf/BzPKjoGdb739YlqCT8UAB3J0OG1/uv2BfW7u++UT\nG+toc4LP1IfYvjb83C8/3HxiXSFfLFEqUXJwqjN3A8PACBNudBprqZ35wsywG6aJlS/cv/KP91fv\np74+bhiGaZrNzfXAf235U/krEi6MMKmmpXpZVCb8uA0jBLiQB13XUt4IgEZLep+nQQghhBBCiIlI\n4C6EEEIIIQ7JypUr975TTbi74IABfZAFH0zIQQ7qoRQUuwOFQqEOeg0olDP1TfmtT+9+LhazUqmU\n7/uu6+e296hsVzvYqm3XHW+A2VftNJmt22qgFPyV7EE0Gp54n6PS+BPnHvOFCz8xKz1tzu6ZLzas\nL79ni2dTLy6488wJdjPxbpuaGj3P0zRt8uRKa8oBn4O3fubi1bvXUAfxoPe8wKL6ha+uWBUcw7iX\nFtTxqMsAyZ4+J7jyoUF2vG0qB6pp7/zAGRkyOXIlSh6eKnOvztzVqHuU6CQmnbPynNrhWhLc9cd7\nVv6hnLmrOXSV+A8PZ6964KZ+Z3d5vD3Nb6//MXt9vo4zdsW/bdu2bQMmmPWJN7dyaMqMuYUQQggh\nhBD7SwJ3IYQQQghx+GnBuqMjYMPsIEifCgbo8Dyo1T9VxHvKwFAGrnwZMqDWttT54Ws/HxgYyuWy\ngKZ5Gc+zgpwXcMfpDWfcehN/gm53tasFi47vgcibh4Cuj157c6/XGn3PifOO+dWnvvdiZj1ZyuvA\nhiAGDSxZccWzrx1wnzswfXqHyoiHh0f25/l7O/m6pT1GH7VgBv3rBUjyk/f96z6j9kr6r24UevrC\nwT8k/KBSZgK+7y++4LivvfCpLNks2QIFNeReydxdy3EaSyamiRkiFCEyY82MsB2mnrueuueID54C\n6LoWjYZ1XXdd143mXxxcj7oUYnN07MhJ8Rb2/Nx9f/Svga6XfzQMwxoaAopqFQFNT3lpAI/2Edi+\nfT9OpxBCCCGEEGOTwF0IIYQQQhx+arC7QHlJy10Qggw4QWGLytUrf4z+cc5My7KW7KJ9N6TLgfeg\nn/zD9ieDnhCjRtdVHY3KTb3mxvECd9s+uCpuf+3LG+qDA1PrviZeP5j4dXJT665vv0RP0KHjgw4W\nz2ZevPYn5TVUx2qqGTf4fvbZtaZp+r4fj8fHfMLEZt3Q9VJkw9WL300thMGHPB2htle/+HRHY9sE\nG446RpVgt110TuWDM8DqaBvn7VT24ANNk+s+9dsbc+TUnLsacvfwHMsuNuUjQ1alzN3Cmrd53rwn\n5xGGWmjn1M9d2DvQPzycMU1T1/X/9dBd5fZ2H7L8w8KLg9caVdq+x69Huau9HLgPAyYUG+p0XXsy\nvxpA56MvwNSp+zyfQgghhBBCjEcCdyGEEEIIcUgWLly4950qEzcgDj5MhRpogChkwYVOyIITPPmU\ngSFVPvOdbshDkcZCAwZ/8J9qbGzUNM3zSploZCc4wVKr1sDQeIdkmgf8V67KamvrElmotKRb0Py2\nkw50lrzihbse4w3IBu9Zhxi9ev+Sb13J+KuMjvlyJ520QG2SzR5w6clbP31xj99HLY8P/OWMjlMA\nSjDIq7dPlLZXD7aPknrmBT/o3/dggs6doIim/HHMPnH6gvOPKFHKk1dz7iWrSF6L7ajV0FS3TIhQ\njFiU6PTN02c9OQsTaujTdr3trkvVGXBdN0WKEGjgMElvfvuRp6n9jzqloyrdKxzHKTQ1AUUoJFPl\nbzD4YDO0z0J6IYQQQgghJiSBuxBCCCGEOCRr1qzZ+04fbAjDCLhBK/oAaGBBEWYGnTNKbGh4sKlB\ng0VpjngdHIaMJJDPF/66+XnbtnU9Go/HEmCACYA9UWY9tvFKvaHcGzOydVsNWMGdBchu7Z14qdUJ\nVlTtaGrdeu+qk6LHkgm6ZXSIQANH3XVGT3LnBHsd9fO2beUnh0L76JSvtmNg51tvu3j10BoawaIn\n2/ennU9/r+trJPnJtd+YYMPx3pS6P9HRVgg+BRdc/831VMfbX2XbZd+77p13nJ4n7+AUrLyX99Wc\nO6Ch6egmZphwlGjOys1fMz+cC2NCLbTwzhVXb+zZWCqVpkSnLG46AQ8yXLXgosrLjBppH3/ovlwu\npIMxY6rruil/RB3ms/UTnBUhhBBCCCH2TQJ3IYQQQghxmJ3V1aWBCSWohThkoQZ8iMAIhGBL0DCj\nMtHI0LCVz2dAg+u3QRKK4EIjJx95cigUAi+bzam8XM1Wm+MnquNF5KHQuH3jatHUmqPmDlel3SZk\ntmyfONafIGj2fb+hof7Rz9w/2WklHdTYGxCh1+8/6ssTrKHKqMx98+bXLMsC0unMns+ZaPr+qntu\nWr1rDXVgBVXrBa6//2Ovfv7pi09aOv5hT3hc5Un9Ny+WmCcfx1jnvKr5fY89dl2wsOWE+ixZJ+/a\n2CpwryygqqNraCFCnfnOOPGTf3NyJBtRJfip2tQnfv8JwzA2hjZ2j/x1ScdbeYN/OOHi8d7CeL8G\npmnO+u53AR8yM6YCKTeNCz7n7djHexdCCCGEEGJiErgLIYQQQohDct1111X/eN9993nRqBdkywYU\nwIY+cKAeIgD4YKj5aPAgaVl2UE7y4V4uXvdmHv+087TrupqmxTUtFKy5ChgTjjCPef+EE+4eUB8O\nxVDRK6gD65xe6f4e0/5M2T/6qfsnZ1vJQD6Yc7egniPvOP2ZcddQ3cOMGZ3FYlHTtHQ6u9eD/p7/\nlb31totXD6yhCWJBlX4Jhnn1rqc7Gtr350XHM/zMC04QuPsw/MwYb2HPT0Cr/rFpcsPSD5zRdkJT\nhkyJko1dvYCqKpaxpxTChCNEOvs6F/9sMRpEygvP3v3k3Wktjcujm/+87Nz3V7/MqAn38T5uzzNf\nvf56wIDwmpdfK24vT7hnqSke+OkQQgghhBCiigTuQgghhBDicFq5cqVeKKi/Mh1IgwYh0CEEI+BB\nCWYGi3cSdLjng3J24LNrYQBy4PFc9jnP8zxPJ2b1QSURtccfYR4vIp+gHEbl5qmdu/KgB5m7B5Zl\nGsZEfzNPmLeXH+toalt3z58mp1vJQj7ocw/To/ed9Y3LJt521KtMmzZ5gtcDVOz+1s9dvDq1hlqI\nBGl7EdJ8uOt9U5raD7qVXh2GCzWgTrEJ2d4+9gy79zkj33XBwnd84JQMmSzZIkUbW8XuKnMvNRas\nHTVq9dQQoUmZSUc8cQQ+hCBKd7IbB3KQ5B9OGmO8vcI0zTHv9/1iw6ZNqOVs6+uaI40AGu1Zovt7\nJoQQQgghhBibBO5CCCGEEOKQLFiwoHL7ox/9KOBFo0XQQRXLZMGGaDDhrrplBiEEJqh1LXdqmmdZ\noSBPnwFntZ9KHhzecN9471/f+64nLspmcy1B04w/YaXMeBG553njt5P7wLBphMEJDj4M8Qcenvjt\nl5fcHGev1T88+vn7jxicThJscNV8NdRy5JdO3+e2jY31IyMjvu+PGuIe01X/+0Ord6+hNmiS8aAA\nA/z5pl/981Wf2efmE1Bnr+Xk4/zggkABGia3MeHFjDE/psUXLPzUr2/MkcuRK1CoDLlnp6QjQ5aO\nbmCYmBZWnPjRa46e/efZ5U89BiUo8ZUzbju4d2EYIYILKia8VtgO4KE5b9b3CyGEEEIIcXAkcBdC\nCCGEEIdk7dq1lRtqAdV7773XAw2KEIFm0MCGErwMvWDBbNgFHqhykv6Tj8t0ttvBPn04t+MoKxVl\nBEoMFAcwWVm6P2lFVU2NpnpZ/rxqzENyHPdA34Xv4/vUhcMOmEGaXITQQHLUsPkoE1TKjMqgO5rb\n/r87fzCZVpLl4X0MiNHj9B155+k9yb5RO1aHpKxf/6qu677vJ5Opid/Irf9+5wNbH6EOokFve5GL\nZyx99UtPL5p9/MTb7idbrVgblPLrHW1UTbjvla6Pe0HiiOOnnfn+RXnyNnaJkoOTa8xEd8Sr+9wr\nsXvDKw2RZATABAeKfPJ3d768bUP1Dkd9FuNdnKjcH4U8vG7vAPA4/3UK+38WhBBCCCGEGIsE7kII\nIYQQ4pBUJtxvvvnmyj1R1cdCufwjDk2QhbnQDAUYgjhEgjC745kXwm/srP7btOv15Pkz3kEpWGtU\nJ18oFO2CDyqX18FpbhrzkMYLwdX9Yw65V4biVe23eooJ2q03TzxUPkGlzN4bdjS3PfrJ+6/suJAR\nyAXdMjF67L4jv3T6g3/9XdVzy0epYvdJkxrU8R9xxJTxXq5nsO+qb3zontXfJw7RoCM/S4ff9u6j\nl05pPqTe9mrZHX2VDncXnJ43LxWMmbaP93Houn7FZ8+bfHzLCCOqWMYYClWKZVSZu4kZIWJhzc7P\nPvb3x0acSHlmPwp1fOHhr4/K3KuPYbzX9TxPPVQCE9KqwN2hI0//gZ0JIYQQQgghRpPAXQghhBBC\nHE6PP/44UAgqO0IQBx82Qyf0wBCoam0HMsFWHrTk81owNx2Coa4Tzz/+HY27GsoFLD5oWM6bi6a6\n4E1qOqA68vEqaADbtoGpUzuagvFtZffu1ARbHYSO5rZ/+/CX39V6NhnIBf01cUjwjz/9yDNbx15D\nddas6fF4HEgm9140FaBnoO+qb9z0wMZHSIAFJniQo8Ns23LnqncveufhOn7fpx5ilR8hdvJx4z03\n2GTsE6guSNz20Aet9kiOXIlSiVKlW0ZDU5m7gTFoDZqYnTs7Wze0lqfQTYjQz8B13//oruHdaoeu\nu8c3G4rF0uiXLNObnnhCLdtbmjG1crDveoNJ+3MKhBBCCCGEGJ8E7kIIIYQQ4vC75pZbgCjkIAU6\nlCALnVAMUvU8mKCDDzr/h707D4+rrvv//zznzJ7JZG2aNKldKLSllBKWLmxSFllVdtRSEBQVBaTI\nLSD3LcsNCG4ooNyKFkFQKbIj2w1SQGhpoS0t3TcoTZNmz0xmP8v3j8+c6TTLNG3q9buu3/1+XL00\nnZw5W/IHfZ33vD50NoxSo+vqu76OrlAo+OMvXksHJMGBeqIe8pGqDoM1sg82k140OteAbW0dO90i\nFlR3TWvbPlx+bo+DT7//6Qe/Yjt0uWuoahCEck763YVu5r7be19//b3e3l7btkMh/4A7nPPA997v\nXk45+HfNttPG5v8euHVnXzlAdEdL1j1rE+wluYcE+/xg4kfPfSdQ502RUqunqsA9n7knPIlRyVFe\nvCFC0/45beZnM8mAzYGJ8clAikou+8N1O3va6HfDvd5di6Y6zm6/Eh3HH+9ADJzlq5YnP8YGC92h\nex+vQAghhBBCiBwJ3IUQQgghxP63YvFiB9SAsQc6YbQ7p+5ACqrAAx43t7UgGgokIR+LZqoqgNEj\nRx1tH0UK0uDQFgFymbsFVnXlXp2V15vL0vtHw6pSZtu2JpXtq+g/DaGgX9O0IlFy0W8VS6C7Hltb\nn62lY1dnDn4Ic9KDF/afcz/iiCnl5eW6rieTicJud+D9DcuDF49/v3s5YfC79zTFjPLGTfe8V+QE\n9okGeEfVWvnnIpAYeMJ9z+m7batfByrryq74nwujRDNkVJ+7jZ2fcy81S1WxTIBAhEj5c+X0QpKN\n3i0YEKTV237Tk3dRtMO9cG1bXfdUvf22WhR3++iy3KspatKc9MQTe31LhBBCCCGEKCCBuxBCCCGE\n2G/uv/9+9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LV886ivBX0BvACY0LuruZ4QVEA19735xz3vccgGm1NX/6durNddMVUDA6ym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ds5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\n7WzuJldQ5r7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o60LM34QXVkM7THKaULr9vmq/L5lKm6BApjxi7ycQCMTj8Wg0CtDZDaSd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+oBe6Y+yczg1Bev/f2is78eDod6/X7V+UCoG1KhctM0Z4857OkrH6aDfNm8C0Jc+9K3W2O7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\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I/Yra7U1S/Y11gA722Hh3tHWQTwe8vWvN79Y8hBfs31No557Tby11cN9fL7DX1t3dDYRC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r49/FSSTNMnLbjojj4XXB2gv40vl7Y70JTduc8R9vZJQOHhK5pW/+hfN+EBi3Kn/LZj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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": { "collapsed": false }, "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": { "collapsed": false }, "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, "deletable": true, "editable": true }, "source": [ "## Poincaré coordinates" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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)/abs(cos(ch)), l*sin(tat)/abs(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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "- in static coordinates:" ] }, { "cell_type": "code", "execution_count": 82, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "- in conformal coordinates:" ] }, { "cell_type": "code", "execution_count": 83, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "-l*cos(ph)*sin(ch)*sin(th)/cos(ch) + l*cos(tat)/abs(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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Open subset MP of the 4-dimensional differentiable 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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coordinate definition of the Poincaré patch in different charts:\n" ] }, { "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" }, { "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" } ], "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": { "deletable": true, "editable": true }, "source": [ "A view of the Poincaré patch on the AdS hyperboloid in $\\mathbb{R}^{2,3}$:" ] }, { "cell_type": "code", "execution_count": 86, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "A view of the Poincaré patch on the Einstein cylinder:" ] }, { "cell_type": "code", "execution_count": 87, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "We define the Poincaré coordinates $(t,x,y,u)$ on $\\mathcal{M}_{\\rm P}$ as" ] }, { "cell_type": "code", "execution_count": 90, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "The link between the conformal coordinates and the Poincaré ones is" ] }, { "cell_type": "code", "execution_count": 92, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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)^2*cos(th)^2*sin(ch)^2 - 2*l^2*cos(ph)^2*sin(ch)^2 + 2*l^2*cos(ph)*cos(tat)*sin(ch)*sin(th) + (cos(ch)^2 + sin(ch)^2 - 1)*l^2)/(cos(ph)^2*cos(th)^2*sin(ch)^2 - cos(ph)^2*sin(ch)^2 + 2*cos(ph)*cos(tat)*sin(ch)*sin(th) + sin(tat)^2 - 1))\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": { "deletable": true, "editable": true }, "source": [ "The test is passed, modulo some lack of simplification in the `arctan2` and `arccos` functions." ] }, { "cell_type": "code", "execution_count": 94, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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p/+Y3Uv/1r6l/Xqrwj4Nrx0i75BZYmwmxQHrn1BRZWXD+d2Ec8J+jpW/fbbLL\ns+faeOSi7sCoURLpyeuF88+HY4+FffvSPStFURRFUZS00GGlYcmSJZxzzjkMGDAAl8vFK6+8kop5\nxQkGxQF5zRp4+20Je9pZDF8n9fZTILQBPvgAiopg2LDOe2YqOPRMONxqm0FYlw2ld6R1Sk3y5JMw\nejRc9zH8+ETItpyNy++HtV7YOALqvknrFOuZOBH27JFM2h9+CH37igKxY0e6Z6YoiqIoitKldFhp\nqKmpYfLkydx///0YbciPcMkll3DOOecwb968pgfFYnDFFZJMbcECOPzwpsemAt8oGPiqtDeNgr5l\nMGFC5z4zFdx+O4S9cGwh9HlY+kr+V1bwy+5P79wScblg1SqYMQPefR8mL4YNr0DRPXI+vAk2T5C5\nb50myls6KSiA996DN9+EgQNh/nyJUjVlCqRaQVYURVEURemmpNSnweVy8dJLL3HOOec0OaZNPg2/\n+IVELnrhha61Ka96EXZeIO23p8JPPuy6Z7eX224T5eG442DRe7Dru1D1XPx87iXQ7zFwdTDSVCr5\n/e9lzpGI+A/8618wxgu7LoO6zxuOdfcWxSLvUjDSaFX3ySeSE+OjjyRild8v5nI33SQ7YoqiKIqi\nKAch3VdpePppycFw771w442pmmLr2bcQ9p0mbe9QMV3qrpF+bGbNkhXxk08WUy4jCjsvhur5DccN\neAFyz0/PHBMpL5fvecECOR4xAv7wB0lSF/xClJ/Q6sbXZZ0EhTdD9mmdkwG8JcrLRaGdNw82b5Y+\nn0+ibZ19tiQd7N+/6+elKIqiKIrSCXRPpeGrryQD8wUXSDK1dAiFsRjkueFTR1//pyGvleFh00Es\nBqecIuY0Q4bA0qViUgNQ8STsvqLheFc+9H8Wck7v+rkmsnkzXHedKD3RKOTkiBJ0++0wbpwk3tt/\nB5T+X/Lr3X2h582QfyW4C7p27uXlcOedsiO2caPMHyAvT8yYTj8dLrss/l0oiqIoiqIcYKRNaSgq\nKsIwDAYMGMCAAQMAJGfDeefBkUeK7fvHH3c8cVtHyMmBnj3h8x9ByS/j/UM/hYxO9q/oCNdfD3/5\nC7jdInT/6lfxc9EKKL4BKh5vfF3hz6HnryVxXLoIBmW+Tz4JJSXS17u3hL298UbJnwAQ2gT7/wjl\n9zV9L+8wyP8vyP8eeLtIYI/F4J134O9/h8WLxZHa/hPz+2HoUJg6VfKNzJoFGRldMy9FURRFUZQO\n0P12Gm7+RQrwAAAgAElEQVS4AR56SGzHJ01K1dTax/TpEjWnuhoyTNg8GcIOx9xB70D2SembX3Ms\nXQrnngv790OfPvDwwyKoOokUS5jWiscaX29kQK9boeDH6VMiVq8WpWfBAgm7CxK29aijxKTpssvi\nQncsABX/hPKHoW5F0/cEyDoZci+E3O+Ap0/nfoZIREzFXnxRonFt2SKKUf1cssSx+pBDxDn83HPV\nrElRFEVRlG5H91IaFi6E006DP/5RlId08/zzcNFFssJ9773SF94KmyaAWRMfV3gz9P4/MNzpmWdT\nxGKy6/DQQyK8Dh0Kd9wBs2c3HmuaUDkPim+C6N7k98u9GHpcC5nHdr3J2OrV8Oc/iwKxfXu8v3dv\nOOII8YG46CIRwm1itVD9EpT/HQLvtPwM7wjIngk5syBrBriyWr6mPezYIVGY3n8fvv5ajmtr4+fd\nbonaNGiQRO865hhJbDhmTOfMR1EURVEUpQU6rDTU1NSwYcMGTNNkypQp3HvvvcyYMYPCwkIGDRrU\naHyTSkNZmcTFHz8e3npLzJO6Az16QF0dVFaCxxPvj+yD7SdB3dcNxw98FXK6WRSd6mr4wQ9ktTsa\nhcJC+OEP4be/bShkOzHDUPEvKP1/EN7S9L1zL4H8KyD7VDA8TY9LJYGAOMo//7wkYCstjZ/Ly5PE\nbCecIMqRbermJLIbquZD1fMQeK91z3TlQ9YJ8eKfnFolsbpa/Dn+8x/x6dmyRZLJhcPxMYYh31fv\n3uKzMm6chCE+7jj5zN3lb0ZRFEVRlIOODisNixYtYsaMGY1yNHzve9/jsccam700qTRcdx088QR8\n8033chj9298kEs4VV8j8EjFN2H83lNzcsN/IgL5/F8fpdDhyJyMYhJtvhsceg5oaETKPOAJ+/nNJ\nWtaS0BlcIXkfKv7e/DjPIDH9yT0fMqd3/g5MdbUoEQsWwOefw65dcWdkwxDFb+RIOPpo8SM4+WSJ\ndJSIGYbaj6HmTah+o3HY15bwT4KMoyDjSMg8EvwTwUjynLZQWSmO7YsWiTKxdSsUF8tnjsUajs3I\nkB2KPn1kV2nMGDF7OuYYSVCoSoWiKIqiKO0kpeZJrcFWGmbNmoXH4xHn54kTJdPzHXfAz37WldNp\nHaNGwYYNIrgdf3zT46JlsPfHYuaTSN5l0Ot34BvaadNsE88/D7/7nZjHmKYI0dOmyQ7ExRc33FVp\njuDXUPkv8SeI7ml5fOZUyDpVdiYyj+q4UN0UX30FzzwjPilr14pTta1IgDjY9+kj2amPOkqyPh97\nbPOOyeFtEFgMgUVSwuvbNzf/obJTkXGYFP8kcBW0XbnctQuWLJHkh6tWidlWSQlUVEAo1Hi81wvZ\n2ZCfL5nOBw6MKxcTJ8Khh4rzv6IoiqIoSgJpUxrqdxpMU1Z+d+4UATbZCnC62bZN8ge43aI8tGYn\nJFoJ+26Dsj8mP59zNvS4EbJOTO9ORHU13HOPhLbdtEn6XC75vGefLT4Rgwe37Z5mBGo/tEyAXoTI\nttZdZ2TEzX8yT5AIVS5/257dHGvXwssvw7Jl4iOxc6d8fider6zWDxgguxOTJ4syMW1ay79NMwx1\nqyD4CdR+AsHlUPdlx+bsHQ7+CeCbYNVjJHO5K7/5300sJp93+XL48kv5bnfsiCsVNTXi55KIYYji\nZEcO69tXfCuGDpXdihEjYOxYUToURVEURfnWkH6l4YUX4MIL4Y03YObMrpxK23jlFYls06uXrOi2\nNVRmYBEU/y8EP0p+3lUAhTdC/g+6LjxoItXV8Oij8NRTosDV1Ul/fr6YMZ19Nlx+ufhEtJdoFdQu\ngpqFUpIlbmsOdx/IPFpMgDIOg4wpkqOhvYpXLCaRut57D774AtavF+G6vLzxar3PF1cohg6VHahJ\nk8SvYMyY1pv/mBEIrRVzr+AKqPtClItoacvXtgbvUHHq9g4H33CpvcPBNwxchfF3FYuJudMXX4hZ\n4MaNoiDv3i1RtyorxaQt0QzKxu2Wv4OsLPmNFBaKv0X//qJYDx8u72jMGHlviqIoiqJ0Ki+99BK3\n3XYbW7ZsobKyEr/fz4QJEzAMg2AwSDQaZcSIEVx22WXMnj27kXtBc6RXacjNFZvr/v3F+bm7c+ed\n8ItfiBPqmjUdi7FftwbK/gLlDzY/LuskyLsYci8Ad8/2P689LF0K998P774rdvQ2ubnisD5zJlx5\npbyPVBHZGzcBqv2w5fCpTWH4xafAN1Fqu3gGtF7BCIXgo48kVOqXX8K6dbI7kUyhANmlyM0VxXLA\nABGax42T3/ihh7Zvdd40xeyrbpWU0Lp4ae0OTltw5YBnMHiHxEusD+yKweYaWFcBW/eIaVRxsTih\nV1SIwhkMJt+9sPF4RPHKyBAzqbw8USZ69hRlo08feW+22dTQoTJGURRFUZQ2ceedd3LLLbcwd+5c\nbr65od/ts88+y+WXX86pp57Kq6++iquVi57p9WkoLWXO8uXMaclXoDvx059K+NX+/cX8I1U24GZY\novlUPAk1b7Q83jcm7huQdWLn51IIhSRM6PPPS9K9nTvjK9A+n7yPyZPF1OzCC8WspTMwTYjsgODn\n1iq9VUd2dPze3pHgGw2+EbJS7xtprdgPa2wmZZv/fPaZ7MqsXy+r9nv3ilJRW5t8hd7nk5X5ggJR\nLvr3F6VrxAhRxCZN6vi7M02IVUrUq/BmCG+SZHhhq4Q2As0I96nAdEOoAGoyYb8bSkzYG4NdEdgd\nhp0h2BWGPSGoa2Inw8btFoXM3tXIzhblzFY6evQQpaOoSBSPfv3kvQ4apD4aiqIoyreSs846izfe\neIPPP/+cQw89tNH58847j1dffZVnn32WCy+8sFX3TO9Ow5lninPqBx90nwhDreE3v4Hf/16Elc8+\nE1vvziKyB6pegMpnoXZJ664xMsThOONoMeXJPBo8/VI7r1hM8gzMmydKxObNDf0D/H4R3MaOlahF\np50mdVdG8DHDEFoPdSvjJWSt1qcUt2USNFRW5j2DwDsIagtgTTms2A3rd8ZNf/btk9X52tqGIVWd\neDzyDm3HZdv0p1+/+Eq8bfrTEXOxZJgmxPZLTpLwNqkjOyCyE8JWHdkJZl1qn9saIkCFAWXAfhNK\ngXKsY6sus/rKgQogaIDHG1c8MjPjykdOjpT8fFFACgrkffbqJTsgffqIEtenj2bvVhRFUQ4IYrEY\nhYWFeL1eSkpKko4599xzee2117j77ru58cYbW3Xf9CkN//kPeaecIo6pzSSD67b86U9w000i3L30\nEpxxRtc+3wyLs23A8g2o/aDt9/BPAv8hcdMd30QReturwAWD8Npr8Prrkj9hy5bGjsY5OWKCMn48\nTJ0qIVDHj+8e4UBNE6L7ILxRVuPDG6x6I4Q2QLS45Xt0lJpMKPdCqQH7YrA3CnsjUByB4pgIyaWI\ngOwIBlWvZGRlyQq8rWQUFUnp31/e+5AhUnr16pp3bkbknUZ2O8qeeDtaLCWyF2IVnT+ftlLpKBVA\nFVBlQMAFATcEPRDyQTgTIplADrjywFMA/t6Q30sUkh494sqfXXr3lu+qO/z2FUVRlIOGTz75hKOP\nPprzzz+f559/vtH5UChEv379qKioYPny5UyZMqVV902f0nDZZeQtXSrOlwfqf5rvvitCbygk4Ut/\n/et0zyhOtByCn0regeDHUndE6HX1EHMd30jLjMdRu3s3rWjEYhKtaOFCieSzdq2stjszIBuGrPoW\nFckK+oQJ8TCo3SlnR0tEKx2r8tshvF3a4e3W8TYwg+mZW5iGK/L2SnylCwJeCPognAVmrnzX3t6Q\nMwB69YcBA2W1vX9/KUVF3eNvNlYrCkm0BCIlVts6jpZCdL9VO9rOTO4HClGg1iUKSp2lpET8EM0E\nMwvIAXcuVJ4o5nW5ufFdE1tR0V0SRVGUbw22P8N9993H1Vdf3ej83Llz+fWvf82tt97Kb3/721bf\nN30+DW43nhEjmHPbbcyZM6crp5BaduyQ6DnFxRJd6cUXu4dA1RrMiNi4O8136la2PaJRSxjZEhHK\nYxXvQDD7wJoy+HAjfLgJVu2E4hIJBer8SRqG7E4UFYkZ2MSJolCccIIIsAcjZlR8EqIlsgIf2QvR\nxLoYIsVyHKtu+Z7pIGpAyA+RDIjlSJhYbyFk9IScfuDvIavyrlyrttruvIbHRmb6zRfNGJi1oozH\nyiBaITsjsYom2pUQ2g+hUrmGKnAFwOjEf26fAW5vYYxhyL9PLpf4itj+Ih6P1D5f3Fnd5xNTLtuX\nJCtLjnNy4qZdeXnx2vYxsZWVvDxVVhRFUdLAzJkzWbhwIatWrWLs2LH1/aWlpdxzzz38+9//5o47\n7uD8889v033Tt9MA5K1aJaYpBzqhEEyfLqE7R4+GFSvkP9iDDTNi2bhvEHOd0IaGbZqwz081+x2l\nwgWBDIjkgbcP5A+HQYfCxOOg/yRwF3Z+RuoDjfoV+n3WKnyZrMTHrNo+riuWEt0PRhV40uDD0Gl4\nwZUFrmwwrNqVJQquK8vRl91wTLKxDdrWGMMPRictHphRURRri6F0G1TuhqpdUNwTylxiElhZKXVN\njdS1tRAISAkG5TgUknYoJCUcluhX4bD4mkWjslMYizVU5NuDYcRLotLidseVFqfyYtd+f7xkZMRL\nZmbcP8Uu2dnxkpMjuy52bSs4B8qijqIoSjuIRqP06NGDWCzGVVddhWmahMNhPvroIzZs2MD999/P\nd7/73TaFWrVJn9IwdCh5mzalfwUxlVx1FTzyiNgvr1iR2lCkBwPRKsuJdoflULsjwXxnhwiu3QlX\nnuTQcBc0Uec7VsXzrOPc+Cq5KxvwHly/87ZQXi6RtnbthL1boXw7VO6C2hII7rdW5qvAEwRvHfhC\n4I9ARhQyY5BlQrYJ2UAOUh+E+njqcEsgBFeG1EaGpcAk9tnH/oTjhOsS+yIuqAxCTRgq66RUhaCi\nFqqDUFEDlbVQXSOKSTAYL3V18WIrKU5lxVlshcWuTTNeUkWiEuNyybFTmXEqNc5iKzR2GOHEkpEh\nSo7dto9tRSdxByc7Ox6K2FZ4srLkelVyFEVpAx999BHTpk3joosu4tlnn63vDwQCnHfeeWzcuJGP\nP/6YXr16tfnenlROtE1Mn37wCVIPPyz2+DfeKFFtPvwQWulc0h2ZN29eak3H3LngHgv+sS2PbQ2J\nNu2h3bDza9j9DVRvlXO+KsgJQUFMBM42P6NSSmfkROgohqxyz3sN5pzb27FCnmWZ9GSAK1ParkyH\n8JdpCYOZ8fP1YzMaXucc254dG9tcZcKEjn/eQEAyWhcXS71vn5SyMlFOKipkhd1eZQ8ERHCtrW0o\nqDpX0J24AT+ilGQ6SoajnQVkGpBlQLZL6ixXw+P660zwm+CPgS/KvLcizDmr46+heaLitxHtZN8N\nA8i3ygGLaRXrdxA2IGIw7zWTOSe7JFJXOKFETAhhnTMTahrWEcQfJYw40UcT+qOOdmKf87hBMSBm\nWLVL2qZLjnFLO+ay2m5puzzyt+vxNFaCEs3T7H5bIUrc9bHbfn+8zzZls3eDnEqTrSjZtd2flSVt\nj6ddSlHK/29SOgX9ntLDe++9h2EYnHjiiQ36s7KyuO666zj33HN54IEHuPXWW9t8765XGoLiCHrJ\nF1/gOecc5syZc3D9qK6/XkyUzj5bogN9/nlqBKY00O3/4F2Z4LLCm9oUApOaGB+JSObj5cvhq68k\nt8K2bZJboaoqecK2jAwRevsUwcjBMGEIHDoMDhsFvf2WUmHZsEcr40pGzFpBj9WIKUmsSmqzJnU+\nCGYAogHmvQpzZu1LzT0PBHKtMtwDhq+ZkglGvtX2S4234Rh8InAFI1AbgUAIAmGoteqakNVnHQfq\nrDoExWFZca8Ny/XBMASjUBeR3BPhmAiUliA4rwrm/JaGAmEynKvfztVtW2izzXRs4csudvhY28fA\n9isoKIAeBVCQCz1yoCATMlzilG+XWF3Csd2uS9LXxDVmGMyQVaw2Sfrs0uQLSBNeE7wm896DORd1\ns7nVYys60O3eX0uYQK1Vyjt2q3mPwJzDvpv85DP58HRR2xQk+9ipGDn/3hIVpES/n0TzOaeSZCtI\n38Ido24vQxykvPvuuwDMmDGj0bnycvnj2717d7vu3fVKw8aNADxzzz3knXZalz++S5g1C954A04/\nXRx29+yRf5CU9OLxSHbmQw5Jfj4WE6Xik09EqVi7VpSK4mJYsxa+/ApecIy3nbT79hUn7UMOgRNO\nkpwUPl+XfCQAcs6Bsa9Y5hshUSbMoOzEmEFx4I3VWnWwcV+jsVbdoJ3sfva5JMpWlxARPxszkJrb\neenc1fNrgAdaM9AkrlWk2E+oxirdHgNwWbtbbqt2Odpuy2ck4XyDOmFca+5luMGzDHKPTzLeLoY4\ntJuGTNM0HX1OoR7qhXzT2s0wTOu02fBcg2tjjmucfbZvSQzZUYo5+mMJ/VHxfSFqnY86+hKPI47j\niKPu5ASQncWkatgdtfLNOHxy7GOnmVvXWmc3xOnn4zSVS2Y253Y3rpsyn0v0EbLbicVWjpw7R/ZO\nUTIFyT7n3DmyFSVbQbKv+RYqSN2FcDjMsmXLKCoqauAAbbN06VIMw6CoqKhd9+96SXbXLqkHDWp+\nXBvpLI223fc99dR4GNabb5Ys0h29ZzMcKBp9t/7sLpdEZ5o4Mfl97SzQH30kO0irVklSu127ZNfi\n7bfh7rtlbHY2DB8uCuQ119T7t3Tq92QYsqKOv8WhLdGtv6fW3tO0hO/EFW4zbK2gh4DEfinz/v0e\ncy48ulG/rJw7i72aHnEcR+LH9e0IuJdD1qSGgplzDPY9Ik3fI0GQm/c6zDkzpa+0m9zT/u6i8cMO\n37OVRICqZ1J6y+7xTg+eezbLhCh80r7d3K79/IkKZiru2X7afc86qySjGliTWjP0+nn+v0NgV4/G\nZnTJTOnsHaPE4AnZ2fW7tPMWL2bO7Nnx4Akp2B1Kh1z28ccfEwgEOPfcc5Oe//TTTwEa+DN88803\njG9lUKKuVxr275c6xVlsu53SAPCrX8Gdd8K//qVKg8WB9Nkb3dflgnHjpFx5ZcPBsRisXg1vvgmL\nF8PKlXL89dfyG5g0CZYv1++pK+9pGIAHDA/iZNCG+770KHN+8McOz68BmefA4FdSest5N5/DnJ+m\n4Z6BgPxbvn+/+JXs3w+lpeJfUlYmfiUVFWL2V13NvBUrmPOPgXHnaKePie343Nyqr2HIf/xZWRJ+\nedIk5pWXM+enC1v3oRqt0DezEp91JQx/2DE+2sJ1zpV+R5+jf947v2fOf/+i2THxZ5hNjGn4rHkL\n/8WcKy5uPKbRDkSyOTrajmfNe3Mpcy4+JuE+Ucf7Mx3Xmwn3c+yKmPFz897YzJzvDHY8z3Tc20yY\nS8K5BnN17toEwfA2elZ7hXCbbiWMHwT37Azq51m8EpZYnSkIkjAPmPPLXyY/mbj7kyxEta2Q9Ool\nJqFTpzJv4cIu//9+wYIFAEyfPj3peY9l9ZKZKf8nlpaWct999/HAA63aBm+/0mCaJlVVVW2+rtLK\nEFy5/z9Qt7+9j29EpHYzldv+mrL7pey+382GkmJw3KMz5qr37AbffS5wkQ8uOgU4RfoWL4LnXwC+\nhheuOGA+/7f5np1134PyngVWqSebZBEHIv+1j8q/X9XCg8OwfQds3y4JIPeVWA7ulZYvnL2kWQbh\ntUS2ZHfOd1+3h8o9r6X2nuEgleVttSG2nJtJHoAgEvVRWdu7o1NreE/WUBk7qXVTa+7YeU/jYSo9\nLXz3bSTifpjKzNTes/6+WZ0wV71n6u/5WDODYtF4mGk7GEYgADUBqK6CQC0EaqA2CMEABENEXtlL\n5UnZjoUMO4qbw5TQDppACya5AeCdeUSqjqWysrLNnzE3N7dN4VAjkQjHHXccJSUlbNmyBcMw+PWv\nf80jjzzC3LlzOf300+vH3nTTTVx++eUsXbqUY489ljvuuIPbbrut1c9qd8hVO3SqoiiKoiiKoigd\np6Kigry8vE67/7Zt23jzzTeprq5m9uzZDBw4sNXXtltpaPdOw8svM+iKK9j+4X3kDYi1fMGBzNtv\nw2uvwYknQhuz7indkHAItm4T5+jdu8Qso7xcwnvWJaw8+LzQu0giaZ14AvRIrTme0goamKQ44lo6\nnT/r/QcccS1Nh7lK/biY47yjbnBdorNpEufUelMQ02F+4jB3sa9rcM45H0VRFIW3BkB5puUcnphb\nxTIhcjlCDXvc4LUjYvnAZ4cH9oHXL7U/AzIy5bwrBUlhc84CT882X9bWnYaupN3mSYZhtE8TGjkS\ngLyqUeQNPkijJwG8+y5cdT0U9IAX39FoAgcCgQB8+qmUlSsl0teOHWKrXV0tW5VOXC5xpOo1QJSD\nI4+EGTMkB0lXRk+y+dZFT0oTRkKtdAJNRUpKElGptVGRGlzfUoSlJJGZcFn9zi/eXnMz5O/PSLSt\ndkZDIn6+URSlBL+A+ohKTfgROBXSRv4MyZRU2/E+CkaCD0cDx3xn4ogDdFHvawMu9dAgIWB3iJYE\nySMmJdrLJ2ZNT1Yn5tyw286ISclybiRGUkqMmuTMs5EsrGxiOFlnWNmujpp0RNc9SonT9Y7QI0ZI\nvWaNhKY8GHnjDcnT4PFI+E5VGLoHwWBDpWDDBlEK9u1rXikoLIQJ42HMUJg0DCYPhwmDISti5WSo\nsjIbV0LsVSh9Kt4fq25czAMi5uUBQELOBTsXg9FUv+McPnD55R7BqORoqA3Hi52LoT4/Q7JcDY7x\nwYjcx67DUStPA8kTeNkbCcmwhQanUGA73TnjwTujgNj5GXJzpeTnSykokAz1PQqgsAAKcyDThUSN\nSmWeBisaVcryNNi7LlbI2TTLesoBxMYimDw4eRbvRMHZ44kLzomJ7JzhR535UZx/h84EdrZA7Qw9\nqqHWlYOMdpsntRfbF2LWgAF4pkw5+JK7/fWvkuDN5zvgM0J3e2K1EC2WbNBRKyP09i9hz2rJCB0r\nBV815IagwJRsvgcNLkcG6GzimaCzrGzOWY5MzgkZoevbjozQ9WMTMkI3yCSdRuU3FhPFbu9eyZth\nZ4MuL5fIPXZG6Orq+og9BAJS6upEYXRG6+loRmg7+3O2K54R2lkygEw7G3QMfFHwRHR3orsSAyKS\nEVoyQ5M8I3SDrNBmwz5nJuhEZTGS5NiZATpRqbTHxBL667NBGxC1MkLbWaGd2aDxgOnYKfF4G8fz\nTxa/3yk0JwrPTiHZKSA7o8c4o8gkhrf8liY4U5SDibQpDRVDh5K3aZMVFvEg4bLL4KmnZHVv+XIY\nNSrdM+peRCshskNKOKG227GydM+yIa58cBWAuyCh7iHn3AXgypPizou3XXngypFifEtXm2IxEeZ3\n7RIfkJJtULYdqndD7T4I7YeIlTnbFQBPELwh8IUhMwqZMci2lL0c4oF5DirlL9V4LQXQUVz+hsdG\nhmOMP+HYeT7hOnxQE4GqOqgOQ3VIMmLXRKAyCNV1UFMHNUGJUuKMWmIrbs5wq3V1osQ5lTm7RKNW\n5JJYPBxrCsIqNqAp85DEBFrNCdrOLMKJ5h3OVWe7OAVpW8i2Y8VnZ8dLTo70qZCtKEo3In1KA5C3\nciVMmNCVj+8cAgE45hiJyT9pkiT/yjowJZvbb7+d22+/vUHf2LFj+eabb8RUILwVQhsgvAFCGyG8\nUY5DG0h59tqm2AeUAfuBchfUZkA0H7x9oMcIGHIYTDoeeo8Fd6Flk3xgs2TJEu666y4+++wzdu/e\nzUsvvcQ555zTYMytt97Ko48+Snl5OcceeywPPvggIy0fonpMU/wQovusUgrR/VYpg5hVR8sgVAJ1\nxdI2KsHdVAafAxDDH9+lcWWBYdUNdm2yrfPZLY+12ks++Iq77nmAzz5fkfR7uvLKK3niiScaTGXm\nzJn1sbVbhRkRRauuFMp2QOUuqN4L+/tAuTueH8EuNTUNd15sYd4W4G0hPhRqLLgnZtDt0Dt3COdO\nwdy2yU626p1okmUXW+jOzGwsdNumWk5zLbs/I4O5d9zB/PnzWbNmDZmZmUybNo077riD0aNH10+1\nrq6Om266iWeffZa6ujpOP/10HnjggXZnUVXazty5c1v8nk488UQWL15cf2wYBv/zP//T6pjzSsd5\n6KGHePDBB9myZQsAEyZM4NZbb2XmzJmA/i0dbKRPacjJIe8nP4E//KErH596Nm+Gww+XhEbf/a7s\nNBwomBER9utWSgmt5Pa73ueFN0p55x9xOcHjFnPoduPKBc9AKV6rNvrCqlL4cCN8uAlWbYfiEhFq\nnD9Jlwvy8qBfPxg2DMaPh8mTRUkbNuzgXIkzo+ITEdlrmV/t5c233uPDj75mysQsLvjh28x/aDTn\nnBSWMWaAOx6BO/4OT8yFYQPg13+Br9fB6tfS45MNiBlFyA+RTIjlyO6LpxD8PSGnD2T0BHe+tSuT\nG68Td2wMf/p3JE1TfFGi5RArt+oKy5elor795n++5sNPtjJlgp8L/ucz5t83kHNOjIJZCUaAK39l\nUlwKj8+N/8z9PsjPTcEcnwFub2FM4op6orCeKKTbwnmiUO5cDbf78/LignpeXvy4m9l1n3HGGcyZ\nM4cjjjiCSCTCLbfcwsqVK1m9enV9wqOrr76aN954gyeeeIK8vDx+/OMf43a7WbJkSQt3V1JFa76n\nGTNmMGbMGH73u99hizJZWVnk5OSkc+rfKl5//XXcbnf9AtXjjz/OXXfdxRdffMG4ceP0b+kgI30+\nDYMH49mzhzmPPsqcyy/vyimkjoUL4cwzZVXu3nvhhhvSPaM40XIILofaj6UEP5aV5Ra4/X54+R34\n/MWEE65C8I0C30jwjpTabrt7Ni3UxWKwbJm8q48/hrVrYc8eWem0MQwRLvr0EUVg0iQ4+mgJVXug\nrEaYpqz+hrdCZDuEt1smV9sdx9vFabSDuMbDS/fBOY4cTP2Ph5//AG78vhxXVkOf6aJEzJ6F2GCX\n42SjjBYAACAASURBVNihASoMqHJBwAu1PghngZkLRj54e0NWX+g5QL6XAQNg4EAYMkQyXqZbWWuw\nY1Ji+bXsix/X76CUNmybgS6bYrLv6cpfQkUVvNiWnGRRoNYNQTfUeSHshbAfopkQywIzG4wcKDsW\nPCNFWO/Rw+EE3UP+vtL9nXVT9u3bR1FREYsXL2b69OlUVlbSu3dvnnnmGb7zne8AsHbtWsaNG8dH\nH33EUUcdleYZfztJ/J5AlIbDDjuMe++9N82zU5z07NmTu+++mwsuuED/lg4y0rYE9Mwzz5A3bZqs\nYh2I3Hsv/Oxnsjq3cCGcfHLXPt8MizJQsxACC6F2Wdvv4T8E/IeCf2K89HyM9dvvYcDJeWRkZDB1\n6lTmzp3LoEGDWr5fICB5KRYskAhFW7aIaYSTnBwRPMePh2nT4PTTpd0dBBrTFKHTNrlqUG+UVf/O\npiYLKrxQCpTEYE8E9oShOAolpvSbwHXUR9/ZDOwBTv5zBvxdVnrzCgo4OnMzy/7Wh9k7zoRBg+S9\njxgBJw+X76ErMCMQKYbobojYZU+8tnZSiBbL7kp3oxyoBKqsuhKodkGNC4IeEeLrfCLERzLBzAFy\nZQfFfB0WnAm7DxMBvqAAyp/i/U8/pc90Hz169OCkU07h93/4A4WFmscjXZSXl2MYRv138NlnnxGJ\nRDjZ8W/6mDFjGDx4MMuWLVNBJ00kfk82Tz31FE8++SR9+/bl7LPP5je/+U39ToTStcRiMZ577jkC\ngQBTp07Vv6WDkPTtG0+YAMceCw88ABdemLZptIvf/AZ+/3sJxfn55yKMdRaRPVD1PFQ+A7UftO4a\nIxMyp0Hm0ZBxNGQeBZ6+rbr0mKlTefzxxxkzZgy7d+/mtttu4/jjj2flypVkZ2fHB8Zi8N578Mwz\nsoOwebPYTdv4/dC/P4wdK7sGp50mdVcqB2YYQuvi5ld1K6FuFYTXp/hBHvAOtcpgKZ5BEOkF6yvh\nq2JYtUXe0c6dUFIiDsK1tY3DvGKthNuhAHOtsJlFRTCoHxzdH9b9CX72c7j4Yhg5kj2rVmFMn06f\nLVtkV8Ciz8UXs8flgnvuadvHqVeetkJkm9ThHRDZaTmt74TwTrrMh8VJBCg3rB0TU3ZNyojvoJQR\n31EpByqAOgPcnvg7tUMk2qFKbVMae1W+Z0/o3VtKv34wtg/07dt2O6+nXHDVVeDwaZiVm8sFWVkM\nGzaMjRs3csstt3DGGWewbNmybpvM52DGNE1uuOEGpk+fzvjx4wHYs2cPPp+vUR6iPn36sGfPnnRM\n81tPsu8J4NJLL2XIkCH079+fr776iptvvpl169bx/PPPp3G23z5WrlzJ1KlTCQaD5ObmMn/+fMaO\nHcuKFSv0b+kgI73GptdfD7Nnw9KlkhDrQOCmm+CPfxSBeO3a1K3YmmFRDiqehJo3Wh7vGwvZp0LW\nqZB1gtiBp4DTTz+9vj1x4kSOOuoohgwZwnNPP82VOTnwwguiJOzaFQ9Z6fPJ+zjlFNlxufBCEbI6\nA9MUwTX4GQRXQPBzqFshgmxH8Y4E32jwjbDaVu0dasX0dxCLiRKwbJkojmvWSKbofV9DZaU4mSaz\n/PP55DfTt68I+P36yS7A8OESbWvCBHmXzSlXf/qTKNxNhfO1TKXMSBmGqxZK74bwJikhq+7s7MKm\nF0J5snNS7oUSYE9Udk521sHOEOwIwd4Q1LWQRMrliicgysiIO7kWFIji3rOnKFUjLTOqfv3kHfbr\nJ+O7EbNnz65vT5gwgUmTJjFixAjef/99ZsyYkcaZfTu55ppr+Oabb1i6dGmLY03TVMUuTdjf0wcf\nNFw4++EPf1jfnjBhAn379uWUU05h8+bNDBs2rKun+a1l7NixfPnll5SXl/PCCy9wxRVXNHBQT0T/\nlg5c0qY0XHLJJXjcbuYMGcKcW26BxYvT7+zYEnfeKQrDkCEiJHZEIKlbDWV/hvK/NT8u6yTIuxhy\nzgdPr/Y/rz0sXUr+ffcxuqaGDVddFe/PzZXsxzNnwve+J34IqSKyFwKLpNR+CHVftO8+Rkbc5Mrn\nML/y9Gt9voH9++H9D+HTebBqlSgJu3aJ03swiW9CRoasWA8dKgLrkCGSKXr8eBHwBw5s++cwTTHl\nCa2Cum9k5wQTdv8XrBEflb41MmzvR33pMyZ+afF2OGwcUNKyQFSPK8/aKRli7ZoMAfdAKPXA+ipY\nUwobd8D27bB7t2TLLi8X07RQyLFzEkZsqUod93bFw1Hm5EnyscE9ZEW/b9+4oD9wYNx/4iB3aBw2\nbBi9evViw4YNqjR0Mddeey0LFixgyZIl9O/fv76/b9++hEIhKisrG6yQFhcX08exk6d0Dc7vqV+/\nfs2OPfroozFNkw0bNqjS0IV4PB6GDx8OwJQpU1i+fDl//vOfmT17tv4tHWSk16chL0+yJ59xRrzu\nrrzyCvziF+IE2h6FoeZ9KPmFOCcnw1UAhTdA/g/A2wr/gc4gEICHHoJ58yR8bF0d1cBGw+CKMWPg\nxz+GSy+V1d32Eq2EwPtxX4zQ2rZd7+knJlcZR0DGYVLcfTumcG7eDG+/LbsGK1fKjkFZmTi4O/F6\nRSkYNkwUg7FjJZLT1KniK9Ba0yszAqE11k7JClGMgl9KuNPW4nBqHzYQ+vaCd5bBIWMA73Aqg0P4\n+OvF/PhHl0D/88A3HLzD5Hdmv6tIBL76SnZK1q+Xz71rlyRPK/8Mqt4X5aiRCZWFxyNmPrm5smti\nm/XYjtP2DsrIkbIT0B38VroZO3bsoLS0tEVhSEkt1157LS+//DKLFi1i8ODBDc4dfvjheDwe3nnn\nnXrnzXXr1rFt2zamTp2ajul+a2nue0rGihUrMAxD/57STCwWo66uTv+WDkLSHwtv5kw47ji45Rax\ne+9m4fkAEaYuuEDMI1asaJ3CEK2CfbdC2Z+Sn885G3rcCFknpneHpbpabN7/+U/YtImfA2cbBkOG\nDGHn1Kn8dvt2POvWMeeDD0QobA1mBAJLoXo+VL0o5kStwcgSUyu7+A9rbBbUEdavh5deEvOqNWvE\nv6CysmFmYI9HlKLJk2HiRNkhOOooOOywlm3azbD4TASXQ+0nEPwE6r7s2Jy9I8E/gZrISDbs6IHp\nGQpczqbQvXxZN4PCwkIGDRrEDf+/vTMPj6o8+/9ntsxkmeyEhLAlEgRE0CoKxoLUBbAqFdFXtNYq\nWm1Fa6lKq22pbWnr2762WttKtXUH3C0u1AVxa7WKLP5aWQJhk2AgkHVmskzm/P645zCTyUwWMskk\neH+u67nOc7Y5zzkn6PM993bL//KLu+5iVOnDjBw5kh//+McMLRjO7IwL4d5NsPkFCUw3rQMeT3tR\nBDKxNwtODRkS8usfPlwEwLHHigtVfr6KgCh4PB62bdt2OP1jeXk5GzduJDs7m+zsbO68804uuugi\n8vPz2bZtG4sWLWL06NFt3AKV3uU73/kOy5cvZ+XKlaSmplJZWQlARkYGLpeL9PR05s+fz8KFC8nK\nysLtdnPTTTdRWlqqgZt9SGfvqby8nGXLlnHuueeSk5PDxo0bWbhwIdOmTWP8+PEJHv0XhzvuuINZ\ns2YxbNgw6uvreeKJJ3j77bd57bXX9N/S0YjRQ5577jljxowZRm5urmGxWIyNGzd2eHxtba0BGLW1\ntaGN//63YVgshvHb3/Z0OL3DqFFS3ujttzs+zl9tGHvnGcYm2re93zCMph19Mtwu8fTThjFhgjx3\nMIykJMOYNs24dPJko7Cw0HC5XMawYcOMefPmGeXl5bF/x7fRMCpvMYytedHvO7LtnGIY+39iGJ53\nDSPQ1Hv3t369Yfzwh4Yxdaph5Ocbhs0WXlPWMFwuwxg2zDCmTTOMG280jCefNIyDBzv+zebdhlHz\nmGFUXGMY20q6dr/RWvkJhlHxTcM4eI9heN6Rv5tOeOuttwyLxWJYrdY27aozzjCMhQsNY9YsY3Fe\nnlFgtRrJYJwDRlnbOrryDNxuwxgxwjBOPdUwLr7YMH70I8NYscIwNm82jJaWuDz6LzIx39NVVxk+\nn8+YMWOGMXjwYMPpdBpFRUXG9ddfb+zfvz/Rw/5CEe39WK1W45FHHjl8TGNjo7FgwQIjJyfHSEtL\nM+bOnWtUVlYmcNRfPDp7T3v27DGmTZtm5ObmGsnJycbo0aONH/zgB0Z9fX2CR/7FYv78+UZRUZHh\ncrmMwYMHG2effbaxevXqw/v139LRRY/rNDz++OPs3LmTIUOGcO2117J+/XomTJgQ8/jDdRpmzcJu\ntzNv3jzmzZsnNQ7+8hdxDwn6xvULli6F66+HK66Qr/GRGAYc+o24HoVjcUHB38B9af+J1WhshFtv\nhYceki/NViucfLJsmzOn8y/Hjeug+j6ofajj4+zDwH0huOdAcilYetl65PXCsmWS7nXdOnGxMV1q\nLBbJiDNqlGRvmjVLgrWjWQ0MP/g+AM8/oGEVNK3r3jicE8E1CZIngesUcI4DSw8rq9XVwerV8O67\n4kq0c6e4D3k8bS0kEIqpyMuTmIDiYrEKnHiitH4WFKwoiqIoysAhbsXddu3aRVFRERs2bOiSaKit\nrW2bhquhQdxBSkrEv7y/TLSzsqCpSSZv4a5T/irYM13SeIZTuBLc5/ftGDujoQGuvhqee04m01lZ\ncO21sHixpJ2MhtEsmZyqfiZpN2ORfhmkXwGpZ/W+ODAxRcLTT8PHH4u7zeHxpMvf0LRpkplr0qT2\nYsj/ubhN1T8D3jVdu6Y1K8J1agJYbPG7p4YGqW/x5psiDnbskPtqCUtrarGI29CgQRIkPHasVCOf\nOrV7MRWKoiiKoijdpP8EEKSlyVf9mTPhr3+FsFRqCeOZZyQzzPe+FxIMLbugfKxUozXJvg0G/TK+\nk8h4EAhIWtv77xf/9REj4K67JL9/JIYBdctg/8LYRczS50HmAkie0veibssWyVz1yiuSucdk0CAJ\noJ87V+4rXAQFGqHhSaj5K3hXd34NRwmkzYTUWSIMrDEEVU/57DNJXfv22xJwvndv2wrZNpukEz3u\nOGmTJ8PZZ0s8gaIoiqIoSgLoP6IBpDrwNdfATTeJK8nxxyd2PL//vUyOf/ELCHhgx4Rgjvsgw1ZD\n6lcSN76OeO89mD1b0obm54twmD277TH+A3DgB1D7t/bnW1yQ+xPIvCFuNSC6zaZNYg35xz+gvl62\npabC9OmSxenyy0MuNwEf1D4KlUulbkNHpJwN6XMh7Wtgz+vde/D7xXL2zDOSnWnHDrFcHR5LigQZ\nT5gg93X++UeWmlVRFEVRFKUX6ZZoWLZsGddddx0AFouFVatWUVpaGt8R3XsvfPihZCtau1bcTRLF\nhg2SNtJ3D+y+PbR95FpwnZS4cXXGd78rz9FmE8Fzxx2hfa11sP+7UPtw+/Oyb4WcHyVOJIDEXdx+\nOzz+uFROBrEmzJ0rcS+m61vzdjh0C9T8MfZvOYogYz5kfKPv0tgGAvD662Ite/ddqKwMFXlzOiVV\n65QpUiV41iyNM1AURVEUZUDQrZgGj8dzOO0ZQGFhIU6npMTsbkxDXl4eFouFwsJCCgsLAUJB0WVl\nEqB79tnit56I+IZAANJtsDZsW8ETkHFZ34+lqwQCUpV5zRpxRXrvvdBX69rHYd8VbY+3ZsCQ5ZA2\nq+/HGsmOHbBgAbz6qsRdpKXBV78qloaxY6G1Fg7+Gg79Ovr59gLIvkXqXNgy+3bsNTVS+O/ZZ2H7\n9lAQdnq6pGydMQMuu0wsCoqiKIqiKAOQblkaUlNTD1f9i0Z3yoKXlZW1DYQOp6REMvxcdBHcfTd8\n//vdGWZ8OLQ6JBgcRVC8BSyOvh9HdzjvPBEMZ54ZDCZvhc8ugobn2h5X+JxkN+oP1NTIhHrVKlkf\nNUqsI//zP9C4ASrmSE2FSFLOhJxFkHJWYkSlKRSWL5eMRiAZmY4/XtzArr9e3MIURVEURVGOAnoc\n01BdXc3u3bvZu3cvhmGwefNmDMMgPz+/Z2XC58yB226TdKDFxXBhH05y65+HqjnSf20K3PSvvrv2\nkfLTn8rE+/TT4fVXoWIe1D8V2p9+GeQ/CNbkhA2xHUuWyLj9fnE7euwxONYOFZfD5kvbHmsbDHn/\nJ8HYlgRmCfroI4m5+fe/xe3I6YSvfEWEbX+uaK4oiqIoitIDepxy9ZFHHuGqq65qZ2VYvHgxP/nJ\nT9odHzPlajQCAbj0UnjxRclVf9ppPRlq12h4GT47T/pzgPzpkgazP9PQIFWM3W7YdhdUXhvaN/g+\nyLohcWOLht8vLjtvvinjfuxROHUTHLi17XHJpVDwMCSNSsgw2/Dqq/Ctb0l1cBC3o8WLJTZBURRF\nURTlKCdudRq6SszibrFobJQJ5oYNMsk8qRcDkJvLoHy09Iu3Qv6p4HBIMGt/5vvfh/vvho/Dtg36\nJeT8MGFDikkgIDEKW7fCmdPhoQzwvBDa7zgGhr4IzrGJG2M4NTXwta9JelSbTVyP7rlHMxwpiqIo\nivKFImGioUuWBpP6egmKLisTi8MJJ/TO4DYHrSXD3oDUMyX95Usvic/6iBG9c814cOYY+OMW6Vtc\nUHKw92oM9JTLL5fCbH88Fb7y79D2rBsh73f9q9bFf/4jAflNTVBaCitXimVEURRFURTlC8bAKCHr\ndkuu/uJiOOMM+Oc/43+NyptlmXa+CAaAn/9clgsWxP968aJpU0gwDPoVHOvrv4LB64Xnl8EmQoIh\n96cwxoDB9/YvwWBm8GppkUra772ngkFRFEVRlC8sA8PSEDpZfMg//FBSsX71q/EbmGllODbQNhvP\nuHGSvaesDI45Jn7XiweBRtgaDGy+yQGvNSd2PJ2xdBFM+1/pJ42Bok/6b0aqCRPE0rBypWSlUhRF\nURRF+QKTMEvDpZdeygUXXMDy5cu7flJ6umQIOuccEQ/33BMqnNUT6p4O/v6V7dN3PvWUXGPaNPHH\n709sL5Ll+6fA6y0SrNtfCTSGBEPzAije1H8FQ4sHnvp/cO0IFQyKoiiKoigMNEuDSWsr/PCH8Jvf\nwPz58Ic/QHIPUomW5UNrJZTURq+GfNttcq3zzpNMTv2B1jooy5B+frW4zgwdKvEX1n7odbbZAfjh\n14B7gbyz/sqmNLB4YOtsuOCFzo9XFEVRFEU5yumHs8suYLNJYa2HHoInnoApUyQbz5HSGsyOFE0w\ngFzr1FMlKPob3zjy68STmvtlmb8UMjPhxhthzx4JNO5vGAbgl/4rg+BPf5LKyf0R779EMIAKBkVR\nFEVRlCADUzSYfPObUmTL55O8+fffHx93pWj8619S7fexxyQFZ6JdlTz/kKV7rizvuUfGt2IFXHJJ\n4sYVjcaPZJl+Bbzyiryj44+HtWs7Pi8ReFfLcuhLiR2HoiiKoihKP2JgxTREY8IEmXxefjl8+9tS\n02HnzriMsQ1Wq9SKOOUU+PvfYfRoyeGfKBwjZdmyM7Rt3To48UQJEj/ppMSOLxxHMPai8WPJSLR8\nOTQ3i/Wm37kpBTM4+QZAFXBFURRFUZQ+YmDGNMTitdckxqGqCu64A265BVyuzs8zMyeN6eKj+Pa3\nxarhdMKf/wxXXXXkYz5SvO/A7mmQMh2Gh1WsDgRg7lx4/nlIShJXoPnz+358kZjPuKQGbBkiwKZO\nlRocw4bBk0+Km1miMfywJRigPaoC7AWJHY+iKIqiKEo/YGC7J0VyzjmwaZP49995Jxx3nLjrdOZK\nlB6sSN3wSteu8+c/S+5+mw2uvhomTYLdu3s29u6SMlWW3jXQGmZRsFplbM89B3Y7XHON1Ld4883o\nv9NXFDwqy7JMMFqkQN+hQzK+vXvhtNPEapToDFAWO+Q/IP1tQ8DzRmLHoyiKoiiK0g/okWjw+/0s\nWrSICRMmkJaWRmFhIVdeeSX79u2L1/i6T1qaBC5v3AhjxsC8eTKpX7UqdrzD4KCLzGfdqPtw4YVw\n8KAIlbVrYeRIiSXwent8C12m4HFZlmW1vzdzfBdfDLt2wZlnwtixiZuUZ1wByadLf0sS+PeJqHng\nAQngPuMMqYswcybk5cHPfgaNjYkZa+Y1MOQZ6e85G8pyofVgYsaiKIqiKIrSD+iRaPB6vWzYsIHF\nixezfv16nn/+ebZs2cLs2bPjNb4jZ9w4ePllePttcVE691zx83/6aUnZGo4tJ9RvXNf1a7hcMgn/\n6CMYNUp+OyNDxMOhQ/G5j47IuBySp0l/i1VcayLH99RTUFkphfC2bJFJeU6OuG8193ExuBHvQuYN\n0t82BCq+IWJnyBBYsyZkeWhogMWLISUFxo+XIG+/v+PfjjfpF0FxufRbD4pwKD8OWir6dhyKoiiK\noij9gLjHNKxdu5ZTTz2VXbt2MXTo0Hb7zZiGWbNmYbfbmTdvHvPmzYvnENpjGOKe86tfwerVUFQE\n3/mOuBZlZ8sxzduhfJT0I6tCd5VnnpE4il275PypU+GuuyTgtzfZcRI0BcVO0SZwjol+XE2N1JxY\ntgw8HnGvOuEEuOkm+PrX+66+Q8Or8NnM0HruLyDn9tAzDwTg8cclSHr9ehF5VqsEn59/PixYAMOH\n981YATyvw55z2m4b9FvIXnhkfyeKoiiKoigDjLiLhjfeeIOZM2dSU1NDWlpau/29GgjdFT76SCaj\nTz4pE9FLLpHUrdOmQeV8qH0YrNkwugfuKG+9JRPb//5X1vPyJBj59tvFfao3+Px6qFkq/fTLxHWp\nownto4/Cb38rLkGGAQ6HuHFdeaU8j6Sk3hmniWFA5fVQ85fQNvdcKHgIrGHPyO+Hv/5VAs//+19o\naQke65bxXnKJuKD1xd+S91+w+wygpe323J9D9q1gdfb+GBRFURRFURJAXEVDU1MTpaWljBs3jkcf\nfTTqMQkXDSb798ODD8Lf/iaFxkaMkK/tX18i+51fgqKPe3aNigr5sv/cc1JLwmIRN6arr4abb+5a\nZqfu0Pgx7Dw5tJ6/FDK/1ck5jXDvvfIstm2TybzFIl/yzz0XbrhBAsp7C6MVKm+Gmvvabh/8B3Fl\nihQ+77wDS5eKO1N47IzbLTEbZ50l73Hs2F4csx8O3A6HftN+X8qZkLsYUr7ce9dXFEVRFEXpY7ol\nGpYtW8Z1110nJ1osrFq1itLSUkCCoufMmcO+fftYs2ZNVCsD9CPRYGIYUrjt4YfFvai2Bj4N7guk\nSIpQh6Pn13n2Wfjd76QYnd8fmpiffz4sXCguU/Hi8wVQ88fQ+qBfQvYPOnelaW6W5/DYY/DxxyJ0\nQKwOxxwjwdRXXSWF9HqDuuVQcVn77TmLIecHYI0QWV6vvLMXXhALUkVFKFOW3Q6DB0tsy9SpUpBv\n/Pj4j9nwS3Xuyhuj70+eBjm3QupMsNjif31FURRFUZQ+oFuiwePxUFlZeXi9sLAQp9OJ3+/n4osv\nZufOnbz55ptkZWXF/I3ImIZw+iS+oSOamyXm4emn4LaHZduVaTBshhSNmzGj5770pr/+gw9K1iVz\nYu52w8SJkvXo6qshM7OH12mCvXPBE1bZ2PklGPoCOIZ17Tc2bBDXoNWrxRpjBk7b7VBQIIXkZswQ\nF6Hc3J6NNxyjGQ78KPqXfNdJkLsEUs9pL4ICAXj/fYnZ+OADKC9vW+DOapVxFhVJetfTT5fsV/n5\n8Rt781aoWgJ10S1tAKRfCVk3gOtkjYlQFEVRFGVA0GP3JFMwlJeXs2bNGrLNwOIY9DtLQyxaW2Hd\nSlj1Cbz6mkxCAwFxeznnHCgtlWJkUYK9u8VHH0l2oLfflnoF5uvIzJSv5GefDVdcIV/6jwSjFQ4s\ngkP/13Z7+mWQdw/YuzHZ/89/xJ3rnXegrAzq6kL7XC7JgjR+vDyb88+Pj4uQEYDaB+Hz66Lvd50s\nAcnuuWCJYhHy+2W8L78sgmLbNsnSFJ5By26HrCxxURs7VoLDS0sl21aEsO02zeVQ8yeo/iMYHaSQ\ndU2WbFjuS8Ce17NrKoqiKIqixJkeiYbW1lbmzJnDhg0beOmll8jLC012srOzcURx6xkwoiGS6mp4\n4w1Jsbp6NezcKduHDpXCZFOmSDvxxCMPIvb7Jf7hiSdETFRWhtxtkpLki/hxx8GXvwwXXND9WAPf\nB/DZhdD6edvtqedA3u/B2c1JfmMjrFwJL70k492zR7IymVitMhkfPlwm45MnS8xBT8REyx44uCQU\n9B2N9Cuk1kLyl2N/yf/8c6kg/u678Mkn8j4PHWqf2tXplHsoLJTsTePGiXvWKaccuXXF9yFU/wnq\nHgdaOz7WOQHSZoN7tliK1DKhKIqiKEoC6JFo2LVrF8XFxW22GYaBxWJhzZo1TJ06td05A1Y0RLJv\nn3y5NtvatdDUJJPMCRNCbeJEOP74UGrX7hAIyFfyJ5+Ef/5TUrmGf923WqXmwqhRktZ15kyYPr1z\n0WIY4HlF6iQEotSTyP0pZH0PbEfwfpqbJUj51Vfhww/FrengwVDWI5CJb1qaZJUaNgyOPVae1eTJ\nsuzO131/pUzAq++GQEPs45JPA/dF0hwjYh/X0CDP+v33RUxs2yaxErW17QWFxSK1JLKyRNAVFcm7\nGDdOrBVjxnT9XloPQf0zUPs4+N7t2jnOEyH1LGnJp4M1pWvnKYqiKIqidJO4p1ztjITUaegLmpsl\nBuD996W2wCefSIpQMw5g6NCQkDjuOPlqXVIiE87uYLrbrFol1yorg6qqkEUCRDRkZ8uEfOxYOPlk\nSSk7fnz0WgyN62H/QvC+Ff2a2d+HrJvB0QNXrLo6ERPvvCPVurdtEzHh8bSvZp2UJEXyBg8Wl6Fx\n48SCc9ppst4Zjeug5kFpkelRI3FOCIqJueAc18nvNkqA+Nq18m63bYPPPpPnX18fvQCdzSbCIjMT\nBg0SF67hw6G4WMTSccfJPcWqkRHwgmc1NKyEhr9D64HO79/EMQqSp4SaczxYeuhupSiKoijKF5KE\niYYBb2noCi0tMqnfuFFExCefSH/v3tAxubkiIMJbSQmMHNm92gObNsGLL4qb0Natco1oX8dTvkQf\n5AAADaxJREFUUmTyOmyYTFzHjJGv4pMmyVgMP9Q9AQfuAP/e6NdyHg8Z10LG18HWTdETjf37Q9aa\nTz+FHTvEklNTIxP1cCwWERWpqSK48vLEdaioSCbh48eLZScl4qt76yFoeBHqn5VlV3BNhtQzIeUs\nmXR3VofB74fNm0U8btokVpbdu8XNrLpaBFKsKtw2m8SFuN1yXzk58p7y8+VdmUKjpCTkFhXwge+f\n4HkDvG9Iyt3u4igJiorJ4DpB3q21l2qJKIqiKIoyYFHRkAjq6+Ur9datoVZWBlu2tM32k5kpX6Fj\ntUGDOvdxr6mRr/vvvy+CZft28edvaGhrnQD5reTktl/5S0ZBaTOMeg/s62Nfx5oB6fPkq33KGfH7\noh0IyHP54AOZjG/dKoKiqkpEkc/XNqg5/F5cLnGDysmR+xkyRATG8OEiMkpKoCgfGt+AhmdFUBgx\nJvXR7jf5dEg+VZrrFLB1MePV55+LpWLLlpCwqKiAAwfkfTU0iLiIdl8mNpuIp5QUERqZmXKfeXmS\n2Wr4cBg5HI6xQd5eaP0YfO9D86exf7MjLC6xypjNNUEEhu0I3O4URVEURRlwqGjoTxiGuOyUlUlg\n7q5dbdvOnVKbwCQpSSaIQ4bEbgUFMqGMJi4aGmDdOmmffiopSsPdbaJ9FbdYIMsBs+0wxw+jOplk\nW1LA/TVIO09qFcTDMhGJ3y+T740b5Ut/ebkEZe/bJ8HN9fVisYgUSeH3lJQUEhnmBHxoFnzJgLE1\nULAbknd2b1wWp1grkidD8ingnAiOIrDEcEWKRlWV/D1s3y5/A3v3yn0dOCD3Vlcn77GxUd5XR/+c\nrVapOeJ0yr2mpoI7FcY44PgAjGyGwgbIOQhJ3ti/0xWs2ZBUEmyjw1qJWjIURVEUZQCiMQ0DCVNU\nmCKioiJ6q65ue57dLi4tgwZFb5H7cnLkS3YgIBPWdetkuWOHiIrKytCE1ecLFqsDJgLnBFthF+7H\n7wDPRHBNh8EXwKApct3ewhQX27eLsNi9WybhlZUyOa+pEYHh9coEPJbIAJmAD7bBiXY40QLjAzCm\nGVwdnNMRjmNEVLgmytI5Ligwummx8fvlb2PbNhGZu3eHxFN1tVhn6uvFVcrnk/tsaenYqmHissJo\nO4y1wWgLlASg2A85UWI5jhT7MHCMjNGGguUIM5MpiqIoitIj1NJwNOL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"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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "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, (ta, rh, th, ph)),\n", " Chart (MP, (ta, R, th, ph)),\n", " Chart (MP, (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": 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": { "collapsed": false }, "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": 117, "metadata": { "collapsed": false }, "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": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "SageMath 8.0.beta12", "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": "2.7.13" } }, "nbformat": 4, "nbformat_minor": 0 }