diff --git a/1. Astropy basics.ipynb b/1. Astropy basics.ipynb index 39afd3f..d482c64 100644 --- a/1. Astropy basics.ipynb +++ b/1. Astropy basics.ipynb @@ -150,16 +150,16 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "vec = np.ones((5))" + "vec = np.arange(5)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -168,7 +168,7 @@ "(5,)" ] }, - "execution_count": 6, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -179,11 +179,11 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "mat = np.ones((5,5))" + "mat = np.arange(25).reshape(5,5)" ] }, { @@ -215,24 +215,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[2., 2., 2., 2., 2.],\n", - " [2., 2., 2., 2., 2.],\n", - " [2., 2., 2., 2., 2.],\n", - " [2., 2., 2., 2., 2.],\n", - " [2., 2., 2., 2., 2.]])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "vec + mat" ] @@ -251,9 +236,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise**: Adjust the example above to demonstrate the first two broadcasting rules." + "**Exercise**: Adjust the example above to demonstrate the second broadcasting rule." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -337,21 +329,10 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "170 µs ± 16.4 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n" - ] - } - ], - "source": [ - "%%timeit\n", - "np.linalg.norm(positions[np.newaxis, :, :] - positions[:, np.newaxis, :], axis=2);" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -362,32 +343,10 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "dist = np.zeros((len(positions), len(positions)), dtype=np.float)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "16.8 ms ± 152 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" - ] - } - ], - "source": [ - "%%timeit\n", - "for ant1 in range(len(positions)):\n", - " for ant2 in range(len(positions)):\n", - " dist[ant1, ant2] = np.linalg.norm(positions[ant1] - positions[ant2])" - ] + "source": [] }, { "cell_type": "markdown", @@ -493,6 +452,20 @@ "As recommended by the authors, if you repeat plots it can be useful to make a function that does the plotting for you, given some input parameter that you want to change." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Make a plot of your favorite function. Add axes labels, overlay another function with dots instead of lines." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -656,6 +629,13 @@ "**Exercise**: Type `u.` and use tab-completion to find the unit for astronomical unit." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -702,26 +682,10 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$8.3167464 \\; \\mathrm{min}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(1 * u.AU / speed_of_light).to(u.min)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -732,26 +696,10 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$4.6972699 \\times 10^{28} \\; \\mathrm{u}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "tammo_mass.to(u.u)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -762,26 +710,10 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$5 \\times 10^{-22} \\; \\mathrm{\\frac{erg}{cm^{2}}}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(50*u.Jy).to(u.erg/u.cm**2)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -817,7 +749,65 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note that this does not work with the `math` equivalencies." + "Note that this does not work with the `math` equivalencies, so make sure to always use the `numpy` equivalent, that works on both ndarrays and scalars." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import math\n", + "math.sqrt(3*u.barn)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For some functions, it's necessary to temporarily strip the unit (if and only if you know what you're doing)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tammo_length = 1.87*u.m" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.log(tammo_length) # Fails" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$0.62593843 \\; \\mathrm{m}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.log(tammo_length.value)*tammo_length.unit" ] }, { @@ -838,29 +828,11 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "metadata": { "scrolled": true }, - "outputs": [ - { - "ename": "UnitConversionError", - "evalue": "'cm' (length) and 'MHz' (frequency) are not convertible", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mUnitConversionError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0;36m21.106\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcm\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMHz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/quantity.py\u001b[0m in \u001b[0;36mto\u001b[0;34m(self, unit, equivalencies)\u001b[0m\n\u001b[1;32m 845\u001b[0m \u001b[0;31m# and don't want to slow down this method (esp. the scalar case).\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 846\u001b[0m \u001b[0munit\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mUnit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0munit\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 847\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_view\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_to_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0munit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 848\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 849\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mto_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/quantity.py\u001b[0m in \u001b[0;36m_to_value\u001b[0;34m(self, unit, equivalencies)\u001b[0m\n\u001b[1;32m 817\u001b[0m \u001b[0mequivalencies\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_equivalencies\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 818\u001b[0m return self.unit.to(unit, self.view(np.ndarray),\n\u001b[0;32m--> 819\u001b[0;31m equivalencies=equivalencies)\n\u001b[0m\u001b[1;32m 820\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 821\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mto\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36mto\u001b[0;34m(self, other, value, equivalencies)\u001b[0m\n\u001b[1;32m 963\u001b[0m \u001b[0mIf\u001b[0m \u001b[0munits\u001b[0m \u001b[0mare\u001b[0m \u001b[0minconsistent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 964\u001b[0m \"\"\"\n\u001b[0;32m--> 965\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_converter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mequivalencies\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 966\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 967\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0min_units\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1.0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36m_get_converter\u001b[0;34m(self, other, equivalencies)\u001b[0m\n\u001b[1;32m 897\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 898\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 899\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 900\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 901\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_to\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36m_get_converter\u001b[0;34m(self, other, equivalencies)\u001b[0m\n\u001b[1;32m 883\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 884\u001b[0m return self._apply_equivalencies(\n\u001b[0;32m--> 885\u001b[0;31m self, other, self._normalize_equivalencies(equivalencies))\n\u001b[0m\u001b[1;32m 886\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mUnitsError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 887\u001b[0m \u001b[0;31m# Last hope: maybe other knows how to do it?\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36m_apply_equivalencies\u001b[0;34m(self, unit, other, equivalencies)\u001b[0m\n\u001b[1;32m 867\u001b[0m raise UnitConversionError(\n\u001b[1;32m 868\u001b[0m \"{0} and {1} are not convertible\".format(\n\u001b[0;32m--> 869\u001b[0;31m unit_str, other_str))\n\u001b[0m\u001b[1;32m 870\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 871\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_get_converter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mUnitConversionError\u001b[0m: 'cm' (length) and 'MHz' (frequency) are not convertible" - ] - } - ], + "outputs": [], "source": [ "(21.106*u.cm).to(u.MHz)" ] @@ -874,26 +846,10 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$1420.4134 \\; \\mathrm{MHz}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(speed_of_light / (21.106*u.cm)).to(u.MHz)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -953,28 +909,19 @@ ] }, { - "cell_type": "code", - "execution_count": 48, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$1420.4134 \\; \\mathrm{MHz}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "(21.106*u.cm).to(u.MHz, equivalencies=u.spectral())" + "**Exercise**: fix this." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -1014,22 +961,34 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "10" + " Primary name | Unit definition | Aliases \n", + "[\n", + " AU | 1.49598e+11 m | au, astronomical_unit ,\n", + " Angstrom | 1e-10 m | AA, angstrom ,\n", + " cm | 0.01 m | centimeter ,\n", + " earthRad | 6.3781e+06 m | R_earth, Rearth ,\n", + " jupiterRad | 7.1492e+07 m | R_jup, Rjup, R_jupiter, Rjupiter ,\n", + " lyr | 9.46073e+15 m | lightyear ,\n", + " m | irreducible | meter ,\n", + " micron | 1e-06 m | ,\n", + " pc | 3.08568e+16 m | parsec ,\n", + " solRad | 6.957e+08 m | R_sun, Rsun ,\n", + "]" ] }, - "execution_count": 51, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "len(u.cm.find_equivalent_units())" + "u.cm.find_equivalent_units()" ] }, { @@ -1056,22 +1015,41 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "18" + " Primary name | Unit definition | Aliases \n", + "[\n", + " AU | 1.49598e+11 m | au, astronomical_unit ,\n", + " Angstrom | 1e-10 m | AA, angstrom ,\n", + " cm | 0.01 m | centimeter ,\n", + " earthRad | 6.3781e+06 m | R_earth, Rearth ,\n", + " jupiterRad | 7.1492e+07 m | R_jup, Rjup, R_jupiter, Rjupiter ,\n", + " lyr | 9.46073e+15 m | lightyear ,\n", + " m | irreducible | meter ,\n", + " micron | 1e-06 m | ,\n", + " pc | 3.08568e+16 m | parsec ,\n", + " solRad | 6.957e+08 m | R_sun, Rsun ,\n", + "]" ] }, - "execution_count": 53, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "len(u.cm.find_equivalent_units())" + "u.cm.find_equivalent_units()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since we've now enabled the spectral equivalency, the following is possible without explicitly enabling it." ] }, { @@ -1172,22 +1150,10 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "from astropy.constants import k_B" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": {}, - "outputs": [], - "source": [ - "def rayleigh_jeans(lamda, t):\n", - " return (2 * speed_of_light * k_B * t) / lamda**4" - ] + "source": [] }, { "cell_type": "markdown", @@ -1198,26 +1164,10 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots();\n", - "ax.plot(rayleigh_jeans(np.linspace(0.1, 1, 100)*u.m, 30*u.K));\n", - "ax.set_xlabel(\"Wavelength (m)\");\n", - "ax.set_ylabel(\"Vertical axis (unit??)\");" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -1464,26 +1414,10 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$94608002 \\; \\mathrm{s}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 81, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(Time(\"2000-01-01 00:00\") - Time(\"1997-01-01 00:00\")).to(u.s)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -1494,24 +1428,25 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "18.0" - ] - }, - "execution_count": 83, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "(Time(\"2019-01-01\") - Time(\"1981-01-01\")).to(u.s).value%100" + "**Exercise**: Find out if you already missed your 10,000th birthday." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -1735,26 +1670,10 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$23^\\mathrm{h}56^\\mathrm{m}12.4^\\mathrm{s}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 102, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Angle(\"23:56:12.4\", u.hour)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -1779,7 +1698,7 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -1949,26 +1868,10 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$2.07303\\mathrm{rad}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 147, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gal_center.separation(SkyCoord.from_name(\"M31\")).to(u.rad)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -1995,77 +1898,10 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'3h32m59.4082s'" - ] - }, - "execution_count": 149, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "b0329.ra.to_string(u.hour)" - ] - }, - { - "cell_type": "code", - "execution_count": 154, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: ErfaWarning: ERFA function \"dtf2d\" yielded 1 of \"dubious year (Note 6)\" [astropy._erfa.core]\n" - ] - }, - { - "data": { - "text/plain": [ - "'3h29m11.1282s'" - ] - }, - "execution_count": 154, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "b0329.transform_to(FK5(equinox=Time(\"1950-01-01\"))).ra.to_string(u.hour)" - ] - }, - { - "cell_type": "code", - "execution_count": 156, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: ErfaWarning: ERFA function \"dtf2d\" yielded 1 of \"dubious year (Note 6)\" [astropy._erfa.core]\n" - ] - }, - { - "data": { - "text/plain": [ - "'54d24m36.5156s'" - ] - }, - "execution_count": 156, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "b0329.transform_to(FK5(equinox=Time(\"1950-01-01\"))).dec.to_string(u.deg)" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -2248,60 +2084,10 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "timespan = Time.now() + np.linspace(0, 12, 100)*u.hour" - ] - }, - { - "cell_type": "code", - "execution_count": 165, - "metadata": {}, - "outputs": [], - "source": [ - "wsrt = EarthLocation.of_address(\"Westerbork Synthesis Radio Telescope\")" - ] - }, - { - "cell_type": "code", - "execution_count": 166, - "metadata": {}, - "outputs": [], - "source": [ - "altazframe = AltAz(location=wsrt, obstime=timespan)" - ] - }, - { - "cell_type": "code", - "execution_count": 167, - "metadata": {}, - "outputs": [], - "source": [ - "m31_altaz = SkyCoord.from_name(\"M31\").transform_to(altazframe)" - ] - }, - { - "cell_type": "code", - "execution_count": 169, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.plot(timespan.datetime, m31_altaz.alt);" - ] + "source": [] }, { "cell_type": "markdown", @@ -2317,27 +2103,6 @@ "**Exercise**: where is the Dwingeloo telescope currently pointing in the `FK5` frame? It's parked at 30 deg from south, 30 deg elevation." ] }, - { - "cell_type": "code", - "execution_count": 170, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 170, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "AltAz(obstime=Time.now(), location=dwl, alt=30*u.deg, az=210*u.deg).transform_to(FK5)" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/2. FITS.ipynb b/2. FITS.ipynb index 5f6c1b9..0a6c6fc 100644 --- a/2. FITS.ipynb +++ b/2. FITS.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -49,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -76,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -89,7 +89,7 @@ " 'datSpan': 9000000}" ] }, - "execution_count": 22, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -105,6 +105,459 @@ "To see the entire header as it appears in the FITS file (with the END card and padding stripped), simply enter the header object by itself, or `print(repr(hdu_list[0]))`:" ] }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / file does conform to FITS standard \n", + "BITPIX = -32 / number of bits per data pixel \n", + "NAXIS = 4 / number of data axes \n", + "NAXIS1 = 1500 / length of data axis 1 \n", + "NAXIS2 = 1500 / length of data axis 2 \n", + "NAXIS3 = 1 / length of data axis 3 \n", + "NAXIS4 = 1 / length of data axis 4 \n", + "EXTEND = T / FITS dataset may contain extensions \n", + "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", + "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", + "BSCALE = 1. \n", + "BZERO = 0. \n", + "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", + "BMAJ = 0.15283639683011 \n", + "BMIN = 0.149672230572736 \n", + "BPA = 61.4395369444287 \n", + "EQUINOX = 2000. / J2000 \n", + "BTYPE = 'Intensity' \n", + "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", + "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", + "CRPIX1 = 751. \n", + "CRVAL1 = 0. \n", + "CDELT1 = -0.00833333333333333 \n", + "CUNIT1 = 'deg ' \n", + "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", + "CRPIX2 = 751. \n", + "CRVAL2 = 90. \n", + "CDELT2 = 0.00833333333333333 \n", + "CUNIT2 = 'deg ' \n", + "CTYPE3 = 'FREQ ' / Central frequency \n", + "CRPIX3 = 1. \n", + "CRVAL3 = 134178161.621094 \n", + "CDELT3 = 183105.46875 \n", + "CUNIT3 = 'Hz ' \n", + "CTYPE4 = 'STOKES ' \n", + "CRPIX4 = 1. \n", + "CRVAL4 = 1. \n", + "CDELT4 = 1. \n", + "CUNIT4 = ' ' \n", + "SPECSYS = 'TOPOCENT' \n", + "DATE-OBS= '2014-10-16T17:01:41.0' \n", + "WSCENVIS= 3186474. \n", + "WSCIMGWG= 3186474. \n", + "WSCNORMF= 9138. \n", + "WSCNVIS = 3186474. \n", + "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", + "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", + "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", + "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", + "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", + "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", + "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", + "HISTORY P.MS " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hdu_list[0].header" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If an HDU’s data is an image, the data attribute of the HDU object will return a numpy ndarray object." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "data = hdu_list[0].data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: What kind of data is in here? What is the shape of the data array, what is the minimum, maximum? Can you spot the EOR?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Plot the data in the image. Use `vmin` and `vmax` of `imshow` to get some good contrast (if you're feeling adventurous, use `np.percentile`)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Adding world axes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Meaningful axes for this image can be added by using the WCS package (for **W**orld **C**oordinate **S**ystem):" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy import wcs" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "WCS Keywords\n", + "\n", + "Number of WCS axes: 2\n", + "CTYPE : 'RA---SIN' 'DEC--SIN' \n", + "CRVAL : 0.0 90.0 \n", + "CRPIX : 751.0 751.0 \n", + "PC1_1 PC1_2 : 1.0 0.0 \n", + "PC2_1 PC2_2 : 0.0 1.0 \n", + "CDELT : -0.00833333333333333 0.00833333333333333 \n", + "NAXIS : 1500 1500 1 1" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mywcs = wcs.WCS(hdu_list[0].header)\n", + "mywcs.celestial" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To use this WCS object, specify to `matplotlib` to use `mywcs.celestial`." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10,10))\n", + "ax = fig.add_subplot(1, 1, 1, projection=mywcs.celestial)\n", + "ax.grid()\n", + "\n", + "cax = ax.imshow(data.squeeze(),vmin=-0.01,vmax=0.02)\n", + "fig.colorbar(cax);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ok, this is NCP data so the axes look a bit weird..." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We would like to combine the fits files of all frequencies into a single data cube" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Use wcs.world_to_pixel to find the pixel index of RA=0h00m00, DEC=+89d00m00." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Creating a FITS file" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So far we have demonstrated how to read and update an existing FITS file. But how about creating a new FITS file from scratch? Such tasks are very easy in `astropy` for an image HDU. We’ll first demonstrate how to create a FITS file consisting only the primary HDU with image data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will concatenate 20 subbands of data into one FITS file." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we create a numpy object for the data part, concatenate the data over the frequency axis. This will take a while if you're downloading all fits files." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "data_list = [fits.getdata(fits_prefix + fits_filename) for fits_filename in fitsfiles]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "data = np.concatenate(data_list, axis=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we create a PrimaryHDU object to encapsulate the data:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "hdu = fits.PrimaryHDU(data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We then create a HDUList to contain the newly created primary HDU, and write to a new file:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "hdul = fits.HDUList([hdu])\n", + "hdul.writeto('new1.fits')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / conforms to FITS standard \n", + "BITPIX = -32 / array data type \n", + "NAXIS = 4 / number of array dimensions \n", + "NAXIS1 = 1500 \n", + "NAXIS2 = 1500 \n", + "NAXIS3 = 22 \n", + "NAXIS4 = 1 \n", + "EXTEND = T " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fits.getheader('new1.fits')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to put in a more meaning full header. Let's copy it from the original file" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "header = fits.getheader(fits_prefix + fitsfiles[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / file does conform to FITS standard \n", + "BITPIX = -32 / number of bits per data pixel \n", + "NAXIS = 4 / number of data axes \n", + "NAXIS1 = 1500 / length of data axis 1 \n", + "NAXIS2 = 1500 / length of data axis 2 \n", + "NAXIS3 = 1 / length of data axis 3 \n", + "NAXIS4 = 1 / length of data axis 4 \n", + "EXTEND = T / FITS dataset may contain extensions \n", + "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", + "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", + "BSCALE = 1. \n", + "BZERO = 0. \n", + "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", + "BMAJ = 0.15283639683011 \n", + "BMIN = 0.149672230572736 \n", + "BPA = 61.4395369444287 \n", + "EQUINOX = 2000. / J2000 \n", + "BTYPE = 'Intensity' \n", + "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", + "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", + "CRPIX1 = 751. \n", + "CRVAL1 = 0. \n", + "CDELT1 = -0.00833333333333333 \n", + "CUNIT1 = 'deg ' \n", + "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", + "CRPIX2 = 751. \n", + "CRVAL2 = 90. \n", + "CDELT2 = 0.00833333333333333 \n", + "CUNIT2 = 'deg ' \n", + "CTYPE3 = 'FREQ ' / Central frequency \n", + "CRPIX3 = 1. \n", + "CRVAL3 = 134178161.621094 \n", + "CDELT3 = 183105.46875 \n", + "CUNIT3 = 'Hz ' \n", + "CTYPE4 = 'STOKES ' \n", + "CRPIX4 = 1. \n", + "CRVAL4 = 1. \n", + "CDELT4 = 1. \n", + "CUNIT4 = ' ' \n", + "SPECSYS = 'TOPOCENT' \n", + "DATE-OBS= '2014-10-16T17:01:41.0' \n", + "WSCENVIS= 3186474. \n", + "WSCIMGWG= 3186474. \n", + "WSCNORMF= 9138. \n", + "WSCNVIS = 3186474. \n", + "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", + "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", + "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", + "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", + "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", + "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", + "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", + "HISTORY P.MS " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "header" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note**: You can change/add fields in the header as it it were a dictionary." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Add to the history field" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's good practice to keep some track of what you did in the history field of a FITS file." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "header['history'] ='Created 2019-03-12, concatenation of NCP SB files'" + ] + }, { "cell_type": "code", "execution_count": 23, @@ -165,7 +618,8 @@ "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", - "HISTORY P.MS " + "HISTORY P.MS \n", + "HISTORY Created 2019-03-12, concatenation of NCP SB files " ] }, "execution_count": 23, @@ -174,14 +628,14 @@ } ], "source": [ - "hdu_list[0].header" + "header" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If an HDU’s data is an image, the data attribute of the HDU object will return a numpy ndarray object." + "**Exercise**: Will the frequency axis be correct?" ] }, { @@ -189,460 +643,13 @@ "execution_count": 24, "metadata": {}, "outputs": [], - "source": [ - "data = hdu_list[0].data" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Exercise**: What kind of data is in here? What is the shape of the data array, what is the minimum, maximum? Can you spot the EOR?" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-0.08012231 0.069010854\n", - "(1, 1, 1500, 1500)\n" - ] - } - ], - "source": [ - "print(np.min(data), np.max(data))\n", - "print(data.shape)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Exercise**: Plot the data in the image. Use `vmin` and `vmax` of `imshow` to get some good contrast (if you're feeling adventurous, use `np.percentile`)." - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "cax = ax.imshow(data.squeeze(), vmin=np.percentile(data, 5), vmax=np.percentile(data, 98));\n", - "fig.colorbar(cax);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Adding world axes" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Meaningful axes for this image can be added by using the WCS package (for **W**orld **C**oordinate **S**ystem):" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [], - "source": [ - "from astropy import wcs" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "WCS Keywords\n", - "\n", - "Number of WCS axes: 2\n", - "CTYPE : 'RA---SIN' 'DEC--SIN' \n", - "CRVAL : 0.0 90.0 \n", - "CRPIX : 751.0 751.0 \n", - "PC1_1 PC1_2 : 1.0 0.0 \n", - "PC2_1 PC2_2 : 0.0 1.0 \n", - "CDELT : -0.00833333333333333 0.00833333333333333 \n", - "NAXIS : 1500 1500 1 1" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mywcs = wcs.WCS(hdu_list[0].header)\n", - "mywcs.celestial" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(1, 1, 1, projection=mywcs.celestial)\n", - "\n", - "cax = ax.imshow(data.squeeze(),vmin=-0.01,vmax=0.02)\n", - "fig.colorbar(cax);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ok, this is NCP data so the axes look a bit weird..." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We would like to combine the fits files of all frequencies into a single data cube" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Creating a new image file" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "So far we have demonstrated how to read and update an existing FITS file. But how about creating a new FITS file from scratch? Such tasks are very easy in `astropy` for an image HDU. We’ll first demonstrate how to create a FITS file consisting only the primary HDU with image data." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will concatenate 20 subbands of data into one FITS file." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "First, we create a numpy object for the data part, concatenate the data over the frequency axis. This will take a while if you're downloading all fits files." - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [], - "source": [ - "data_list = [fits.getdata(fits_prefix + fits_filename) for fits_filename in fitsfiles]" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [], - "source": [ - "data = np.concatenate(data_list, axis=1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we create a PrimaryHDU object to encapsulate the data:" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [], - "source": [ - "hdu = fits.PrimaryHDU(data)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We then create a HDUList to contain the newly created primary HDU, and write to a new file:" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [], - "source": [ - "hdul = fits.HDUList([hdu])\n", - "hdul.writeto('new1.fits')" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "SIMPLE = T / conforms to FITS standard \n", - "BITPIX = -32 / array data type \n", - "NAXIS = 4 / number of array dimensions \n", - "NAXIS1 = 1500 \n", - "NAXIS2 = 1500 \n", - "NAXIS3 = 22 \n", - "NAXIS4 = 1 \n", - "EXTEND = T " - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fits.getheader('new1.fits')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We need to put in a more meaning full header. Let's copy it from the original file" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": {}, - "outputs": [], - "source": [ - "header = fits.getheader(fits_prefix + fitsfiles[0])" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "SIMPLE = T / file does conform to FITS standard \n", - "BITPIX = -32 / number of bits per data pixel \n", - "NAXIS = 4 / number of data axes \n", - "NAXIS1 = 1500 / length of data axis 1 \n", - "NAXIS2 = 1500 / length of data axis 2 \n", - "NAXIS3 = 1 / length of data axis 3 \n", - "NAXIS4 = 1 / length of data axis 4 \n", - "EXTEND = T / FITS dataset may contain extensions \n", - "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", - "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", - "BSCALE = 1. \n", - "BZERO = 0. \n", - "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", - "BMAJ = 0.15283639683011 \n", - "BMIN = 0.149672230572736 \n", - "BPA = 61.4395369444287 \n", - "EQUINOX = 2000. / J2000 \n", - "BTYPE = 'Intensity' \n", - "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", - "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", - "CRPIX1 = 751. \n", - "CRVAL1 = 0. \n", - "CDELT1 = -0.00833333333333333 \n", - "CUNIT1 = 'deg ' \n", - "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", - "CRPIX2 = 751. \n", - "CRVAL2 = 90. \n", - "CDELT2 = 0.00833333333333333 \n", - "CUNIT2 = 'deg ' \n", - "CTYPE3 = 'FREQ ' / Central frequency \n", - "CRPIX3 = 1. \n", - "CRVAL3 = 134178161.621094 \n", - "CDELT3 = 183105.46875 \n", - "CUNIT3 = 'Hz ' \n", - "CTYPE4 = 'STOKES ' \n", - "CRPIX4 = 1. \n", - "CRVAL4 = 1. \n", - "CDELT4 = 1. \n", - "CUNIT4 = ' ' \n", - "SPECSYS = 'TOPOCENT' \n", - "DATE-OBS= '2014-10-16T17:01:41.0' \n", - "WSCENVIS= 3186474. \n", - "WSCIMGWG= 3186474. \n", - "WSCNORMF= 9138. \n", - "WSCNVIS = 3186474. \n", - "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", - "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", - "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", - "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", - "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", - "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", - "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", - "HISTORY P.MS " - ] - }, - "execution_count": 60, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "header" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Add to the history field" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It's good practice to keep some track of what you did in the history field of a FITS file." - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "metadata": {}, - "outputs": [], - "source": [ - "header['history'] ='Created 2019-03-12, concatenation of NCP SB files'" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "SIMPLE = T / file does conform to FITS standard \n", - "BITPIX = -32 / number of bits per data pixel \n", - "NAXIS = 4 / number of data axes \n", - "NAXIS1 = 1500 / length of data axis 1 \n", - "NAXIS2 = 1500 / length of data axis 2 \n", - "NAXIS3 = 1 / length of data axis 3 \n", - "NAXIS4 = 1 / length of data axis 4 \n", - "EXTEND = T / FITS dataset may contain extensions \n", - "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", - "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", - "BSCALE = 1. \n", - "BZERO = 0. \n", - "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", - "BMAJ = 0.15283639683011 \n", - "BMIN = 0.149672230572736 \n", - "BPA = 61.4395369444287 \n", - "EQUINOX = 2000. / J2000 \n", - "BTYPE = 'Intensity' \n", - "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", - "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", - "CRPIX1 = 751. \n", - "CRVAL1 = 0. \n", - "CDELT1 = -0.00833333333333333 \n", - "CUNIT1 = 'deg ' \n", - "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", - "CRPIX2 = 751. \n", - "CRVAL2 = 90. \n", - "CDELT2 = 0.00833333333333333 \n", - "CUNIT2 = 'deg ' \n", - "CTYPE3 = 'FREQ ' / Central frequency \n", - "CRPIX3 = 1. \n", - "CRVAL3 = 134178161.621094 \n", - "CDELT3 = 183105.46875 \n", - "CUNIT3 = 'Hz ' \n", - "CTYPE4 = 'STOKES ' \n", - "CRPIX4 = 1. \n", - "CRVAL4 = 1. \n", - "CDELT4 = 1. \n", - "CUNIT4 = ' ' \n", - "SPECSYS = 'TOPOCENT' \n", - "DATE-OBS= '2014-10-16T17:01:41.0' \n", - "WSCENVIS= 3186474. \n", - "WSCIMGWG= 3186474. \n", - "WSCNORMF= 9138. \n", - "WSCNVIS = 3186474. \n", - "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", - "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", - "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", - "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", - "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", - "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", - "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", - "HISTORY P.MS \n", - "HISTORY Created 2019-03-12, concatenation of NCP SB files " - ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "header" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [], "source": [ "hdu = fits.PrimaryHDU(data, header=header)" ] }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -651,7 +658,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -710,7 +717,7 @@ "HISTORY Created 2019-03-12, concatenation of NCP SB files " ] }, - "execution_count": 65, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -718,6 +725,27 @@ "source": [ "fits.getheader('new3.fits')" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that the value of NAXIS3 has automatically changed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: On ftp://ftp.astron.nl/outgoing/mevius/fitsfiles/ipsdata/ you can find 30 images named `wsclean-march--t00[00..29]-image.fits` (provided by RAF) that need to be concatenated in time. Try to combine them into a single fitscube. You need to add an extra axis for time." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/solutions/1. Astropy basics.ipynb b/solutions/1. Astropy basics.ipynb new file mode 100644 index 0000000..39afd3f --- /dev/null +++ b/solutions/1. Astropy basics.ipynb @@ -0,0 +1,2370 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Notebook basics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Navigation in Jupyter notebooks can be tricky. If you are in *command mode* (not editing a cell), lots of keyboard shortcuts are active, like \"`j`\" and \"`k`\" for scrolling, \"`a`\" for inserting a cell, or \"`dd`\" for deleting one (these should be familiar if you know `vi`). If you want to type in a cell, make sure to be in *edit mode* by checking you see a blinking cursor. \n", + "\n", + " * To go to edit mode, press Enter or double click a cell.\n", + " * To go back to command mode, press Esc or single click another cell." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Table of contents" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Numpy](#numpy)\n", + "* [Plotting](#matplotlib)\n", + "* [Units](#units)\n", + "* [Sky coordinates](#skycoord)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Numpy and speed" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "([back to table of contents](#toc))" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's create a huge-ish numpy array with some numbers:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "x = np.linspace(0, 1, 1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7.96 µs ± 1.45 µs per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n" + ] + } + ], + "source": [ + "%%timeit\n", + "y = np.sin(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "(The `%%timeit`` magic command runs the command a few times; for slower commands you may want to use just `%time` so it will only once.)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.71 ms ± 148 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" + ] + } + ], + "source": [ + "%%timeit\n", + "y = np.zeros_like(x)\n", + "for i in range(len(x)):\n", + " y[i] = np.sin(x[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You should see that the loop version is more than a factor 100 slower. This is because python brings quite an overhead in converting types. In the numpy version, the actual loop is done in C, and thus very efficient." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Broadcasting rules\n", + "\n", + "To avoid loops in python, it's useful to know the numpy broadcasting rules. Adding `np.array`s of different shapes can sometimes work. Let's first play a bit:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "vec = np.ones((5))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(5,)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vec.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "mat = np.ones((5,5))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(5, 5)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mat.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**: will this work? What would the answer be?" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[2., 2., 2., 2., 2.],\n", + " [2., 2., 2., 2., 2.],\n", + " [2., 2., 2., 2., 2.],\n", + " [2., 2., 2., 2., 2.],\n", + " [2., 2., 2., 2., 2.]])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vec + mat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " * NumPy compares the shapes element-wise, starting with the trailing dimension\n", + " * Two dimensions are compatible if they are equal or one of them is 1\n", + " * Raises a ValueError: frames are not aligned if the shapes are incompatible\n", + " * The size of a successfully broadcasted array is the maximum size along each dimension of the input arrays" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Adjust the example above to demonstrate the first two broadcasting rules." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As an illustration, let's read some LOFAR antenna positions. For reference, I did this with the following command which will only work if you have python-casacore installed:\n", + "```python\n", + "import casacore.tables as pt\n", + "positions = pt.taql(\"SELECT POSITION FROM ~/small.MS::ANTENNA\").getcol(\"POSITION\")\n", + "```\n", + "And for more reference, the following would have done the same:\n", + "```python\n", + "from lofarantpos.db import LofarAntennaDatabase\n", + "db = LofarAntennaDatabase()\n", + "positions = np.array(list(db.phase_centres.values()))\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "positions = np.array([[3826896.235,460979.455,5064658.203],[3826979.384,460897.597,5064603.189],[3826600.961,460953.402,5064881.136],[3826565.594,460958.11,5064907.258],[3826471.348,461000.138,5064974.201],[3826517.812,461035.258,5064936.15],[3826585.626,460865.844,5064900.561],[3826579.486,460917.48,5064900.502],[3826701.16,460989.25,5064802.685],[3826631.194,461021.815,5064852.259],[3826653.783,461136.44,5064824.943],[3826612.499,461080.298,5064861.006],[3826478.715,461083.72,5064961.117],[3826538.021,461169.731,5064908.827],[3826637.421,461227.345,5064829.134],[3826648.961,461354.241,5064809.003],[3826405.095,461507.46,5064978.083],[3826499.783,461552.498,5064902.938],[3826463.502,460533.094,5065022.614],[3826368.813,460488.057,5065097.759],[3827218.193,461403.898,5064378.79],[3827123.504,461358.861,5064453.935],[3826418.227,461805.837,5064941.199],[3826335.078,461887.696,5064996.213],[3825573.134,461324.607,5065619.039],[3825656.283,461242.749,5065564.025],[3826041.577,460323.374,5065357.614],[3825958.428,460405.233,5065412.628],[3826383.037,460279.343,5065105.85],[3826477.725,460324.381,5065030.705],[3826864.262,460451.924,5064730.006],[3826947.411,460370.066,5064674.992],[3825899.977,461698.906,5065339.205],[3825805.288,461653.869,5065414.35],[3826331.59,462759.074,5064919.62],[3826248.441,462840.933,5064974.634],[3826679.281,461855.243,5064741.38],[3826690.821,461982.139,5064721.249],[3827442.564,461050.814,5064242.391],[3827431.025,460923.919,5064262.521],[3827973.226,459728.624,5063975.3],[3827890.077,459810.483,5064030.313],[3826795.752,460158.894,5064808.929],[3826784.211,460031.993,5064829.062],[3825568.82,460647.62,5065683.028],[3825663.508,460692.658,5065607.883],[3829205.598,469142.533,5062181.002],[3831479.67,463487.529,5060989.903],[3847753.31,466962.809,5048397.244],[3828732.721,454692.421,5063850.334],[3829771.249,452761.702,5063243.181],[3837964.52,449627.261,5057357.585],[3845376.29,413616.564,5054796.341],[3818424.939,452020.269,5071817.644],[3811649.455,453459.894,5076728.952],[3824812.621,426130.33,5069251.754],[3824138.566,459476.972,5066858.578],[3797136.484,463114.447,5086651.286],[3783537.525,450130.064,5097866.146]])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(59, 3)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "positions.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The second broadcasting rule, that uses the fact whether a dimension is 1, can be used to your advantage. Sometimes it's necessary to add a dimension to an existing array to make the broadcasting rules work for you.\n", + "It's possible to add a dummy axis by using `np.newaxis` in indexing." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1, 59, 3)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "positions[np.newaxis, :, :].shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: use the `-` operator on `positions` to get the baselines between all pairs of LOFAR stations. This should be an array of shape (59, 59, 3). If you want, use `np.linalg.norm(..., axis=2)` on that to get the length of all baselines." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "170 µs ± 16.4 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n" + ] + } + ], + "source": [ + "%%timeit\n", + "np.linalg.norm(positions[np.newaxis, :, :] - positions[:, np.newaxis, :], axis=2);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: implement this with a for-loop and check how much slower it is." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "dist = np.zeros((len(positions), len(positions)), dtype=np.float)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "16.8 ms ± 152 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + ] + } + ], + "source": [ + "%%timeit\n", + "for ant1 in range(len(positions)):\n", + " for ant2 in range(len(positions)):\n", + " dist[ant1, ant2] = np.linalg.norm(positions[ant1] - positions[ant2])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Proper plotting (no pylab, use fig, ax, subplots)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "([back to table of contents](#toc))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `%matplotlib inline` sets up `matplotlib` to put the output as PNG into the notebook. To make it more interactive, use `%matplotlib notebook` to make javascript-based plots that you can interact with in your browser. If you want to know, you can use `%matplotlib --list` to see the options. Or if you forget this, remember `?%matplotlib`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From now on, please never use `from pylab import *` anymore, as [recommended](https://matplotlib.org/faq/usage_faq.html#matplotlib-pyplot-and-pylab-how-are-they-related) by its authors." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Matplotlib has [two ways](https://matplotlib.org/faq/usage_faq.html#coding-styles) to make plots. The MATLAB-like way is to use `plt.plot(np.sin(np.linspace(0,5,100)))`. We prefer the object-oriented way because it's more pythonic and shows a bit clearer what's going on:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(7,3));\n", + "ax.set_xlim([0,0.8])\n", + "ax.plot(np.linspace(0,1,100), np.sin(5*np.linspace(0,1,100)));\n", + "ax.set_title(\"Just a sine\");" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(6,2));\n", + "ax1.plot(np.sin(np.linspace(0,5,100)));\n", + "ax2.plot(np.cosh(np.linspace(0,5,100)));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As recommended by the authors, if you repeat plots it can be useful to make a function that does the plotting for you, given some input parameter that you want to change." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Units and quantities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "([back to table of contents](#toc))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Astropy has built-in support for [units](http://docs.astropy.org/en/stable/units/), and converting between them. Also, the `astropy.constants` holds useful constants, which of course usually have a unit." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "import astropy.units as u" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.constants import c as speed_of_light\n", + "from astropy.constants import m_e as electron_mass" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$9.1093836 \\times 10^{-31} \\; \\mathrm{kg}$" + ], + "text/plain": [ + "< name='Electron mass' value=9.10938356e-31 uncertainty=1.1e-38 unit='kg' reference='CODATA 2014'>" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "electron_mass" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This thing is a `Quantity`, which has a unit and a value." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "isinstance(electron_mass, u.quantity.Quantity)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.10938356e-31" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "electron_mass.value" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\mathrm{kg}$" + ], + "text/plain": [ + "Unit(\"kg\")" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "electron_mass.unit" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Declaring your own quantity is done like this:" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "tammo_mass = 78 * u.kg" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Type `u.` and use tab-completion to find the unit for astronomical unit." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Of course it's possible to convert to other units:" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$1.0792528 \\times 10^{9} \\; \\mathrm{\\frac{km}{h}}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "speed_of_light.to(u.km / u.h)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A useful abbreviation is the attribute `.si` which gives a quantity in SI-units, and `.decompose()` to decompose the unit into irreducible units." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Use `astropy.units` to compute the light travel time from the Sun to Earth in minutes." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$8.3167464 \\; \\mathrm{min}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(1 * u.AU / speed_of_light).to(u.min)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: how many atomic masses does your favorite tutor weigh? (Atomic mass: `u.u`)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$4.6972699 \\times 10^{28} \\; \\mathrm{u}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tammo_mass.to(u.u)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: convert $\\mathrm{50\\,\\mathrm{Jansky}}$ to $\\mathrm{erg}/\\mathrm{cm}^2$" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$5 \\times 10^{-22} \\; \\mathrm{\\frac{erg}{cm^{2}}}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(50*u.Jy).to(u.erg/u.cm**2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Computing with quantities almost magically works. Under the hood, astropy alters numpy functions to accept quantities:" + ] + }, + { + "cell_type": "code", + "execution_count": 177, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$0.00017320508 \\; \\mathrm{\\mathring{A}}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 177, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.sqrt(3*u.barn).to(u.angstrom)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that this does not work with the `math` equivalencies." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Equivalencies" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some units are not convertible by default. An example is `MHz` and `cm`, although we all know how to convert those.\n", + "\n", + "Astropy does not, by default:" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "ename": "UnitConversionError", + "evalue": "'cm' (length) and 'MHz' (frequency) are not convertible", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mUnitConversionError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0;36m21.106\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcm\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMHz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/quantity.py\u001b[0m in \u001b[0;36mto\u001b[0;34m(self, unit, equivalencies)\u001b[0m\n\u001b[1;32m 845\u001b[0m \u001b[0;31m# and don't want to slow down this method (esp. the scalar case).\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 846\u001b[0m \u001b[0munit\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mUnit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0munit\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 847\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_view\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_to_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0munit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 848\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 849\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mto_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/quantity.py\u001b[0m in \u001b[0;36m_to_value\u001b[0;34m(self, unit, equivalencies)\u001b[0m\n\u001b[1;32m 817\u001b[0m \u001b[0mequivalencies\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_equivalencies\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 818\u001b[0m return self.unit.to(unit, self.view(np.ndarray),\n\u001b[0;32m--> 819\u001b[0;31m equivalencies=equivalencies)\n\u001b[0m\u001b[1;32m 820\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 821\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mto\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36mto\u001b[0;34m(self, other, value, equivalencies)\u001b[0m\n\u001b[1;32m 963\u001b[0m \u001b[0mIf\u001b[0m \u001b[0munits\u001b[0m \u001b[0mare\u001b[0m \u001b[0minconsistent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 964\u001b[0m \"\"\"\n\u001b[0;32m--> 965\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_converter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mequivalencies\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 966\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 967\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0min_units\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1.0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36m_get_converter\u001b[0;34m(self, other, equivalencies)\u001b[0m\n\u001b[1;32m 897\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 898\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 899\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 900\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 901\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_to\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36m_get_converter\u001b[0;34m(self, other, equivalencies)\u001b[0m\n\u001b[1;32m 883\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 884\u001b[0m return self._apply_equivalencies(\n\u001b[0;32m--> 885\u001b[0;31m self, other, self._normalize_equivalencies(equivalencies))\n\u001b[0m\u001b[1;32m 886\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mUnitsError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 887\u001b[0m \u001b[0;31m# Last hope: maybe other knows how to do it?\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/anaconda/envs/school18/lib/python3.6/site-packages/astropy/units/core.py\u001b[0m in \u001b[0;36m_apply_equivalencies\u001b[0;34m(self, unit, other, equivalencies)\u001b[0m\n\u001b[1;32m 867\u001b[0m raise UnitConversionError(\n\u001b[1;32m 868\u001b[0m \"{0} and {1} are not convertible\".format(\n\u001b[0;32m--> 869\u001b[0;31m unit_str, other_str))\n\u001b[0m\u001b[1;32m 870\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 871\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_get_converter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mequivalencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mUnitConversionError\u001b[0m: 'cm' (length) and 'MHz' (frequency) are not convertible" + ] + } + ], + "source": [ + "(21.106*u.cm).to(u.MHz)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Use `speed_of_light` and unit conversion to find the frequency in `MHz` that corresponds to `21.106 cm`" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$1420.4134 \\; \\mathrm{MHz}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(speed_of_light / (21.106*u.cm)).to(u.MHz)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With an \"equivalency\" for the function `.to()`, astropy does know how to convert these:" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$1420.4134 \\; \\mathrm{MHz}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(21.106*u.cm).to(u.MHz, equivalencies=u.spectral())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Warning**: the brackets are important here! Also just the unit `u.cm` has a `.to()` method, which converts just the unit. Since the spectral equivalency is not associative over multiplication, and the function `.to()` takes precedence over multiplication, this will give an unexpected answer." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "632741.9618548" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "21.106*u.cm.to(u.MHz, equivalencies=u.spectral())" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$1420.4134 \\; \\mathrm{MHz}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(21.106*u.cm).to(u.MHz, equivalencies=u.spectral())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Another useful equivalency:" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$-125.9126 \\; \\mathrm{\\frac{km}{s}}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(1421.01*u.MHz).to(u.km/u.s, equivalencies=u.doppler_radio(rest=21.106*u.cm))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It is possible to enable equivalencies globally, this should of course be used with care. An equivalency is in fact a list, so to combine equivalencies you can add them (in fact you're then adding lists)." + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "10" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(u.cm.find_equivalent_units())" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "u.set_enabled_equivalencies(u.spectral())" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "18" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(u.cm.find_equivalent_units())" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$1303.4455 \\; \\mathrm{MHz}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(23*u.cm).to(u.MHz)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A more proper way to enable more equivalencies is to embed them in a `with` statement:" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21.0972034130404 cm\n" + ] + } + ], + "source": [ + "with u.set_enabled_equivalencies(u.spectral() + u.doppler_radio(rest=21.106*u.cm)):\n", + " print((-125*u.km/u.s).to(u.cm))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And another equivalency that may be useful:" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$3.5262951 \\; \\mathrm{K}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "beam_sigma = 50*u.arcsec\n", + "beam_area = 2*np.pi*(beam_sigma)**2\n", + "(1*u.Jy/beam_area).to(u.K, equivalencies=u.brightness_temperature(5*u.GHz))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Recall the Rayleigh-Jeans law: $B_{\\lambda} (T) = \\frac{2 \\cdot c \\cdot k_{\\mathrm{B}} \\cdot T}{\\lambda^4}$, where $B_{\\lambda}$ is the spectral radiance; the power emitted per unit emitting area, per steradian, per unit wavelength, $c$ is the speed of light, $k_{\\mathrm{B}}$ is the Boltzmann constant and $T$ is the temperature in kelvins." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: implement the function `rayleigh_jeans(lamda, t)` that for a given wavelength and temperature, returns the spectral radiance, with appropriate units. (We'll use `lamda` here because `lambda` is a reserved word in Python.)\n", + "\n", + "*Hint*: use tab completion on `astropy.constants.` to find available constants." + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.constants import k_B" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [], + "source": [ + "def rayleigh_jeans(lamda, t):\n", + " return (2 * speed_of_light * k_B * t) / lamda**4" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: plot this function at $T=30\\mathrm{K}$ for $\\lambda \\in (10\\mathrm{cm}, 1\\mathrm{m})$" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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SGklP9bNdkq6StEzSE5KO2/vwh0/ruFoaa6v9roKZVbTBZl7bY8a1vfA94Grg+n62nw0cnH7+CPh6+rMkJDFrYqOTgplVtGLHPmoA3gcczu5jH723v30i4r782doKuAC4PiICeEhSq6T9ImJVMTFlwZPtmFmlK7ah+fvADJIhs39N8jbz1iGeexawPG95RbpuD5IulbRQ0sK1a9cO8bQDBNTa4CcFM6toxSaFgyLi08D2iLgOOBc4cojnLvSGWBQqGBELImJ+RMyfOnXqEE/bv1mtjazb1sGuTk+2Y2aVqdikkBv7aJOkI4AJQNsQz70CmJO3PJtkTKWSmdn7roKfFsysMhWbFBZImgj8E3Ar8AzwpSGe+1bgnWkvpJOAzaVsT4D8pOBuqWZWmYod++jb6df7gAOL2UfSTcDpwBRJK4ArgNr0eN8AbgfOAZYBO4D37E3gWci9q7B8o19gM7PKVGzvo38BvhQRm9LlicDlEfFP/e0TERcPdMy019EH9yLWzM1qbaShtopla7aVOhQzs5Iotvro7FxCAIiIjSR/5ZeVqipx0LRmnl091I5VZmZjU7FJoVpSfW5BUiNQP0D5MWve9BaeW+0nBTOrTMUmhR8Ad0l6n6T3AncC12UXVunMm97CK1t2sXln5+CFzczKTLENzV+S9CTwepL3C/45Iu7INLISmTe9GYDnVm9lftukEkdjZjayip2Ok4j4BfCLDGMZFQ6elozz9+zqbU4KZlZxBhs6+/6IOE3SVnZ/21gkHYjGZxpdCcxqbaSprtqNzWZWkQYbJfW09OeAw2SXk6oqcdD0FicFM6tIRTU0S/p+MevKxbxpzTzrHkhmVoGK7X10eP6CpBrg+OEPZ3Q4ZEYL67a1s2F7R6lDMTMbUQMmBUmfTNsTjpK0Jf1sBVYDPxuRCEvg4Om5xmZXIZlZZRkwKUTEF0hGRL0+Isann5aImBwRnxyZEEdefrdUM7NKMmj1UUT0AEePQCyjxozxDbQ01LhdwcwqTrFtCg9JOiHTSEYRScyb3sJSPymYWYUpNimcQZIY/lvSE5KelPREloGV2rzpzTy3eivJYK5mZpWh2Deaz840ilFo3vQWbvrdctZt62BqS1mO/WdmtoeinhQi4kWSqTPPTL/vKHbfsWqeeyCZWQUq9uW1K4B/BHI9jmpJRk4tW7mk8PtXnBTMrHIU+9f+nwPnA9sBImIlUNZDX0xtqWfmhAYee2ljqUMxMxsxxSaFjnT6zACQ1JRdSKPH/LZJPPLCBjc2m1nFKDYp/EjSN4FWSX8N/BfwrezCGh1OOGASq7e0s2LjzlKHYmY2IoqdZOfLkt4AbAEOAT4TEXdmGtkocELbRAB+9/wG5kwaV+JozMyyN9jYR1dLOgUgIu6MiI9HxMcqISEAzJvWwviGGha+uKHUoZiZjYjBqo+eA74i6QVJX5R0zEgENVpUVYn5bZP43fNOCmZWGQYbEO+rEXEy8CfABuC7kpZI+oykeSMSYYmd0DaJ/167nfXb2ksdiplZ5op+eS0ivhgRxwJvJ+miuiTTyEaJXLvCwhfdNdXMyl+xL6/VSnqzpBuAXwDPAm/JNLJR4sjZE6irqWLhC65CMrPyN2Dvo7TH0cXAucDvgJuBSyNi+wjENirU11RzzOxWfveCnxTMrPwN9qTwKeBB4LUR8eaIuKGSEkLOCQdM5OmXN7Ojo6vUoZiZZWqwhuYzIuJbEVHRdSfz2ybR1RMsfmlTqUMxM8tUWY90OlyO338iEjzkrqlmVuacFIowvqGW4+dO5M5nVpc6FDOzTGWaFCSdJWmppGWSPlFg+7slrZW0OP28P8t4huKsI2awZNUWXlxfcU0qZlZBMksKkqqBa0hmbTsMuFjSYQWK/jAijkk/384qnqF60+EzAPjlU6+UOBIzs+xk+aRwIrAsIv4QER0k3VkvyPB8mZozaRxHzprAL5wUzKyMZZkUZgHL85ZXpOv6eoukJyTdImlOoQNJulTSQkkL165dm0WsRTnriBksXr6JVZs9lLaZlacsk4IKrOs7W81/Am0RcRTJHA3XFTpQRCyIiPkRMX/q1KnDHGbxzj7CVUhmVt6yTAorgPy//GcDK/MLRMT6iMiNNPct4PgM4xmyA6c2c8j0FlchmVnZyjIpPAIcLOkASXXARcCt+QUk7Ze3eD5jYJC9Nx0xg0de2MDarR411czKT2ZJISK6gA8Bd5D8sv9RRDwt6fOSzk+LfVjS05IeBz4MvDureIbL2UfMIAK/s2BmZUljbVL6+fPnx8KFC0t2/ojg9Vf+mgmNtfy/D5xasjjMzPaGpEURMX+wcn6jeS9J4pKT9uexlzaxeLnHQjKz8uKksA8uPH42zfU1fPe3z5c6FDOzYeWksA9aGmr5y/lzuO2JVazesqvU4ZiZDRsnhX307lPa6I7gBw+9WOpQzMyGjZPCPpo7eRyvP3Q6Nz78Ers6u0sdjpnZsHBSGIL3ntrG+u0d3Pr4ysELm5mNAU4KQ3DyayZz6IwWrrlnGe1dflows7HPSWEIJPHJc17Li+t3cN0DL5Q6HDOzIXNSGKI/mTeVMw+dxtfuWsa6bR76wszGNieFYfA/z30tOzu7+cqvlpY6FDOzIXFSGAavmdrMO09u4+ZHlvP0ys2lDsfMbJ85KQyTy15/MK2NtXz6p0/R2d1T6nDMzPaJk8IwmTCuls9dcASPvrSJK+98ttThmJntEyeFYXT+0TO5+MQ5fP3e/+bepWtKHY6Z2V5zUhhmV7z5cA6d0cJHf/Q4r2z2uEhmNrY4KQyzhtpqrn77cezq7OYDNyxiR0dXqUMyMyuak0IGDprWzFfeejSLl2/ib76/yGMjmdmY4aSQkbOP3I8vXXg0v3luHR+68VH3SDKzMcFJIUMXHj+bf77gcP5ryRo+fNNjfmIws1GvptQBlLtLTm6jozv4558/w8rND7HgkuOZPr6h1GGZmRXkJ4UR8L7TDmDBJcfz3OqtnH/1/TzuuZ3NbJRyUhghbzx8Bj/5wCnUVldx4Tce4Kq7nnM7g5mNOk4KI+jQGeP5zw+dxtlH7MeVdz7Lm792P0+u8FhJZjZ6OCmMsIlNdVx18bF8653z2bC9g/OvuZ+P/nAxyzfsKHVoZmZuaC6VNxw2nRMPmMQ19yzjugde4D+fWMlFJ8zl/a87gP0nN5U6PDOrUIqIUsewV+bPnx8LFy4sdRjD6pXNu7jq7uf40SPL6Y7gzEOm8a5T2jj1oClUV6nU4ZlZGZC0KCLmD1rOSWH0WL1lFzc8/BI3Pvwi67Z1MK2lnjcfPZPzj57JUbMnIDlBmNm+cVIYw9q7urnzmdXcungl9y5dS0d3D9Na6jn9kKmcccg0TjpwMhOb6kodppmNIU4KZWLzzk7ufGY19yxdw33PrmXrrmSAvXnTmzmhbRLHzGnlyNkTOGhqMzXV7jdgZoU5KZShru4eFi/fxMPPb+B3z29g0Ysb2daeJImG2ioOntbCvOktzJvezGumNtM2ZRxzJo2jvqa6xJGbWak5KVSA7p7g+XXbefLlTTy5YgvPrt7Ks6u3smZre28ZCWaMb2BWayOzJzayX2sjM8Y3MH18PdPGNzClqZ4pLXWMq3NHNLNyVmxSyPQ3gaSzgK8C1cC3I+Jf+2yvB64HjgfWA2+LiBeyjKmcVFeJg6Y1c9C0Zv782FfXb9rRwfPrtvPC+u08v24HKzbuYMXGnTzywkZWb1lFV8+efwg01lYzqamO1nG1TBxXx4RxtUxoTD4tDTW0NNTSUl9DU30NTfXVtNTX0lhXzbi6aprqamioq6KuusqN4WZjXGZJQVI1cA3wBmAF8IikWyPimbxi7wM2RsRBki4Cvgi8LauYKkXruDqOnVvHsXMn7rGtpyfYsKODVzbvYu3WdtZua2fdtnbWb+tg444ONu3oZOOODlZu3smWnZ1s3tlJZ3dxT5NVSiYZaqitpqGmiobaauprq6mvqaKupir5WZ18r6uporY6+dRVi5rq3LKoqaqiplrUVCXrk5/JcnVVFdVVUF2VrK+SqK5S77oqQbVEVVWyvkpK1vV+z60Hpdty66Xkyarvsni1nPL2yyVA8eo28r6LpEzyEydMGxOyfFI4EVgWEX8AkHQzcAGQnxQuAD6bfr8FuFqSYqzVaY0hVVViSnM9U5rriyofEbR39bBlVyfbdnWxvb2bbe1dbG/vYkdnNzvau9jR0c3Ozm52dXazo6Ob9q5udnX2sKuzm46uHtq7ku/b2rvo6Oqho6uHzu4eOruTY3f19NDZlSx39vRQ7nc/lxv2SBokmUR55ZQuabf16v2eXz63rVD53Pn6xkCfLepz/ldL7F5mzz37XmPhLf3lxb7r1c+R+91/b+Pop/zeFyq62Kvlh/DHwUUnzOH9rztwn/cvRpZJYRawPG95BfBH/ZWJiC5Jm4HJwLr8QpIuBS4FmDt3blbxWgGSev/6n9YyMufs7gm6enro6o7k09NDV0/QnX46u3voiaC7B7p6eujpge4Iunt66Ilk/56eoDuCnkiejrp7gp7IfUj3T7JP7lgRQaTbIl3fE0C63N2TbE9W5b7n9nn1+6vb2K1MkK6g8Lbccq5ALjfmjpe/X/I9CibQiMjb99Wy9FmXO97u62PPMruVL3yc3c6/xzH33LffHfZczDtW4S39ly/qdHt1rn051tB22F2xf8wNRZZJoVA67PufpJgyRMQCYAEkDc1DD81Gs6Q6qJp6t32bjbgsO7avAObkLc8GVvZXRlINMAHYkGFMZmY2gCyTwiPAwZIOkFQHXATc2qfMrcC70u8XAne7PcHMrHQye0BP2wg+BNxB0iX12oh4WtLngYURcSvwHeD7kpaRPCFclFU8ZmY2uExrbSPiduD2Pus+k/d9F/DWLGMwM7PiebAcMzPr5aRgZma9nBTMzKyXk4KZmfUac6OkSloLvLiPu0+hz9vSFaISr7sSrxkq87or8Zph7697/4iYOlihMZcUhkLSwmKGji03lXjdlXjNUJnXXYnXDNldt6uPzMysl5OCmZn1qrSksKDUAZRIJV53JV4zVOZ1V+I1Q0bXXVFtCmZmNrBKe1IwM7MBOCmYmVmvikkKks6StFTSMkmfKHU8WZA0R9I9kpZIelrSZen6SZLulPRc+nPPyZvLgKRqSY9J+nm6fICkh9Pr/mE6hHvZkNQq6RZJv0/v+cmVcK8l/UP67/spSTdJaijHey3pWklrJD2Vt67g/VXiqvT32xOSjtvX81ZEUpBUDVwDnA0cBlws6bDSRpWJLuDyiHgtcBLwwfQ6PwHcFREHA3ely+XoMmBJ3vIXgX9Lr3sj8L6SRJWdrwK/jIhDgaNJrr2s77WkWcCHgfkRcQTJsPwXUZ73+nvAWX3W9Xd/zwYOTj+XAl/f15NWRFIATgSWRcQfIqIDuBm4oMQxDbuIWBURj6bft5L8kphFcq3XpcWuA/6sNBFmR9Js4Fzg2+mygDOBW9IiZXXdksYDf0wyJwkR0RERm6iAe00y5H9jOlvjOGAVZXivI+I+9pyJsr/7ewFwfSQeAlol7bcv562UpDALWJ63vCJdV7YktQHHAg8D0yNiFSSJA5hWusgy83+B/wH0pMuTgU0R0ZUul9s9PxBYC3w3rTL7tqQmyvxeR8TLwJeBl0iSwWZgEeV9r/P1d3+H7XdcpSQFFVhXtn1xJTUDPwY+EhFbSh1P1iSdB6yJiEX5qwsULad7XgMcB3w9Io4FtlNmVUWFpHXoFwAHADOBJpKqk77K6V4XY9j+vVdKUlgBzMlbng2sLFEsmZJUS5IQboiIn6SrV+ceJdOfa0oVX0ZOBc6X9AJJ1eCZJE8OrWkVA5TfPV8BrIiIh9PlW0iSRLnf6z8Fno+ItRHRCfwEOIXyvtf5+ru/w/Y7rlKSwiPAwWkPhTqShqlbSxzTsEvr0b8DLImIK/M23Qq8K/3+LuBnIx1bliLikxExOyLaSO7t3RHxDuAe4MK0WFldd0S8AiyXdEi66vXAM5T5vSapNjpJ0rj033vuusv2XvfR3/29FXhn2gvpJGBzrpppb1XMG82SziH567EauDYi/neJQxp2kk4DfgM8yat1658iaVf4ETCX5H+qt0ZE3wassiDpdOBjEXGepAMaPyxVAAAEEklEQVRJnhwmAY8BfxUR7aWMbzhJOoakYb0O+APwHpI/9Mr6Xkv6HPA2kt52jwHvJ6k/L6t7Lekm4HSSIbJXA1cAP6XA/U0T5NUkvZV2AO+JiIX7dN5KSQpmZja4Sqk+MjOzIjgpmJlZLycFMzPr5aRgZma9nBTMzKyXk4KNGZL+TdJH8pbvkPTtvOWvSProMJ9z23AeLz3mMWkX6dzyZyV9rIj9JOnudNyjYs91XtqF06woTgo2ljxA8vYqkqpI+m8fnrf9FOC3JYhrbx0DnDNoqT2dAzy+l0OX3Ebytve4fTifVSAnBRtLfkuaFEiSwVPAVkkTJdUDrwUek9Qs6S5Jj0p6UtIFAJK+KOkDuYOlf6Ffnn7/uKRH0rHoC/5lXaiMpLZ0LoNvpWP8/0pSY7rthLTsg5L+Tzr+fx3weeBtkhZLelt6+MMk3SvpD5I+3M/1v4P0Ddb0vL9PB8J7StINkv5U0m/TsfZPBIjkRaR7gfP25T+4VR4nBRszImIl0CVpLklyeJDkbe2TgfnAE+nQ6LuAP4+I44AzgK+kb3zeTPImbM5fAv8h6Y0k49CfSPJX/PGS/jj/3IOUORi4JiIOBzYBb0nXfxf424g4GehOr6ED+Azww4g4JiJ+mJY9FHhTevwr0jGs+jqVZETQnINI5lQ4Kt3/7cBpwMdI3mTPWQi8rsDxzPZQM3gRs1El97RwCnAlyfAGp5AMofxAWkbAv6S/tHvSMtMj4jFJ0yTNBKYCGyPipfQv8zeSDI8A0Ezyi/6+vPO+sZ8yL5EM0LY4Xb8IaJPUCrRERC6mGxn4r/Xb0mEZ2iWtAaaTDHKWb1I6T0bO8xHxJICkp0kmXwlJTwJteeXWkIwoajYoJwUba3LtCkeSVB8tBy4HtgDXpmXeQfJL//iI6ExHT21It91CMnDaDJInB0iSyBci4psDnLdgmXTeivwxdrqBRgoPZTyQvsco9P9ml6SqiOgpsE9P3nJPn/0bgJ17GY9VKFcf2VjzW5K/uDdERHc62FsrSRXSg2mZCSTzK3RKOgPYP2//m0lGUr2QV2fqugN4bzoPBZJmSeo7OU0xZXpFxEaS9o6T0lUX5W3eCrTszUWnlpJMrrO35pEkULNBOSnYWPMkSa+jh/qs2xwR69LlG4D5khaSPDX8PlcwIp4m+YX8ct4MVr8iqd55MK16uYU+v7SLKVPA+4AFkh4keXLYnK6/h6RhOb+huRi3kYyaubfOSPc1G5RHSTXLiKTmiNiWfv8EsF9EXDaE4+1HMg/vG/Zin+nAjRHx+n09r1UWtymYZedcSZ8k+f/sReDdQzlYRKxKu76O34t3FeaStLmYFcVPCmZm1sttCmZm1stJwczMejkpmJlZLycFMzPr5aRgZma9/j9TB1UFPiPLAAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots();\n", + "ax.plot(rayleigh_jeans(np.linspace(0.1, 1, 100)*u.m, 30*u.K));\n", + "ax.set_xlabel(\"Wavelength (m)\");\n", + "ax.set_ylabel(\"Vertical axis (unit??)\");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Astropy has a way to add unit support to matplotlib plots:" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.visualization import quantity_support" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "with quantity_support():\n", + " plt.plot(rayleigh_jeans(np.linspace(3, 30, 100)*u.m, 30*u.K))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It can get more fancy by using the function decorator `u.quantity_input` which understands the unit of input for your function. In this way, you can specify the arguments to your function with a different unit (e.g. `km` instead of `m`) and astropy will do the conversion for you." + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [], + "source": [ + "@u.quantity_input(lamda=u.m, t=u.K)\n", + "def rayleigh_jeans(lamda, t):\n", + " return (2 * speed_of_light * k_B * t) / lamda**4" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$3.9735169 \\times 10^{-43} \\; \\mathrm{m^{3}\\,kg\\,s}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rayleigh_jeans(50*u.MHz, 300*u.K).si" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that typing `u.m` everywhere will cause some overhead, but it might save you a few days of debugging a case where you forgot which unit you used." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Time" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Astropy has good support for times and dates. As you know, there is only one good way to format time: [ISO8601](https://xkcd.com/1179/). To convert to and from this, use `astropy.time`." + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.time import Time" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [], + "source": [ + "t = Time(\"2019-03-13T11:30\")" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2019-03-13T11:30:00.000'" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.isot" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "58555.479166666664" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.mjd" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1552476600.0000002" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.unix" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [], + "source": [ + "t = Time.now()" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1552426273.8274841" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.unix" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [], + "source": [ + "t = Time(1551733900, format='unix')" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2019-03-04T21:11:40.000'" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.isot" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: How many seconds were there between `1997-01-01 00:00` UTC and `2000-01-01 00:00` UTC?" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$94608002 \\; \\mathrm{s}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(Time(\"2000-01-01 00:00\") - Time(\"1997-01-01 00:00\")).to(u.s)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: How many leap seconds have there been in your life? (It's ok to assume it's less than 100.)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "18.0" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(Time(\"2019-01-01\") - Time(\"1981-01-01\")).to(u.s).value%100" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Angles" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A special case of units are angles, not unimportant in astronomy. Of course normal angles 'just work', though they're not very smart (don't take care of unwrapping):" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$365 \\; \\mathrm{{}^{\\circ}}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "365*u.deg" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$2.3561945 \\; \\mathrm{rad}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(135*u.deg).to(u.rad)" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$135 \\; \\mathrm{rad}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.deg2rad(135*u.rad)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that what happened here is bit scary: astropy 'patched' the function `np.deg2rad` to be type-aware, and the argument got converted to degrees before it entered the function." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To input sexagesimal angles, use `Angle` to make it format nicely automatically." + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.coordinates import Angle" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$8^\\mathrm{h}34^\\mathrm{m}05.54^\\mathrm{s}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ra = Angle(\"8h34m5.54s\")\n", + "ra" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$-45^\\circ50{}^\\prime00{}^{\\prime\\prime}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 89, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dec = Angle(\"-45d50m0s\")\n", + "dec" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "hms_tuple(h=8.0, m=34.0, s=5.540000000001868)" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ra.hms" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dms_tuple(d=-45.0, m=-50.0, s=-8.526512829121202e-12)" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dec.dms" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "signed_dms_tuple(sign=-1.0, d=45.0, m=50.0, s=8.526512829121202e-12)" + ] + }, + "execution_count": 92, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dec.signed_dms" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: convert `23:56:12.4` (the casacore hour format) to radians." + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$23^\\mathrm{h}56^\\mathrm{m}12.4^\\mathrm{s}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 102, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Angle(\"23:56:12.4\", u.hour)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sky coordinates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "([back to table of contents](#toc))" + ] + }, + { + "cell_type": "code", + "execution_count": 178, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.coordinates import SkyCoord, FK5, Galactic" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coordinates on the sky are of course `SkyCoord`s. You can make one as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 179, + "metadata": {}, + "outputs": [], + "source": [ + "my_obj = SkyCoord(ra=ra, dec=dec)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The default frame is ICRS, which is about the same as J2000.\n", + "\n", + "Many convenience methods are available for SkyCoord. The best is for tutorials is `from_name`, which gets you an object by querying simbad." + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [], + "source": [ + "polaris = SkyCoord.from_name(\"polaris\")" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$37^\\circ57{}^\\prime16.4184{}^{\\prime\\prime}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "polaris.ra" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$89^\\circ15{}^\\prime50.7923{}^{\\prime\\prime}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "polaris.dec" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$135^\\circ50{}^\\prime08.7712{}^{\\prime\\prime}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "polaris.separation(my_obj)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "polaris.galactic" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "polaris.transform_to(Galactic)" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [], + "source": [ + "gal_center = SkyCoord(l=0*u.deg, b=0*u.deg, frame=\"galactic\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: how many radians is the galactic center from M31?" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$2.07303\\mathrm{rad}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 147, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gal_center.separation(SkyCoord.from_name(\"M31\")).to(u.rad)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Converting to a different frame is done with `transform_to`. Typical frames are `Galactic()`, `FK5()`, `AltAz`. The first two support an `equinox` argument." + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "metadata": {}, + "outputs": [], + "source": [ + "b0329 = SkyCoord.from_name(\"PSR B0329+54\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: explain the name of this object by viewing the right ascension and declination in equinox 1950." + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3h32m59.4082s'" + ] + }, + "execution_count": 149, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b0329.ra.to_string(u.hour)" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: ErfaWarning: ERFA function \"dtf2d\" yielded 1 of \"dubious year (Note 6)\" [astropy._erfa.core]\n" + ] + }, + { + "data": { + "text/plain": [ + "'3h29m11.1282s'" + ] + }, + "execution_count": 154, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b0329.transform_to(FK5(equinox=Time(\"1950-01-01\"))).ra.to_string(u.hour)" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: ErfaWarning: ERFA function \"dtf2d\" yielded 1 of \"dubious year (Note 6)\" [astropy._erfa.core]\n" + ] + }, + { + "data": { + "text/plain": [ + "'54d24m36.5156s'" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b0329.transform_to(FK5(equinox=Time(\"1950-01-01\"))).dec.to_string(u.deg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Convert sky coordinates to Azimuth / Elevation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "([back to table of contents](#toc))" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.coordinates import EarthLocation, AltAz, ICRS" + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [], + "source": [ + "dwl = EarthLocation(lat=52*u.deg, lon=6*u.deg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Alternatively, you can use the convenience function `of_address`. This only works from astropy 3.1 which uses OpenStreetMap, the older versions use the Google maps API which was shut down mid 2018." + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$(3839196.8, 430354.95, 5058020.8) \\; \\mathrm{m}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 159, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "EarthLocation.of_address(\"Dwingeloo, Oude Hoogeveensedijk 4\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "More alternatively, use `of_site`, which contains coordinates of some well-known observatories. This list can be inspected with `EarthLocation.get_site_names()`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: make a pull request to Astropy to include some ASTRON telescopes here." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An AltAz frame requires a place and a time." + ] + }, + { + "cell_type": "code", + "execution_count": 160, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 160, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "AltAz(obstime=Time.now(), location=dwl)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To convert to such a frame, use the `.transform_to` method of a `SkyCoord`:" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "metadata": {}, + "outputs": [], + "source": [ + "gal_altaz = gal_center.transform_to(AltAz(obstime=Time.now(), location=dwl))" + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$-39^\\circ47{}^\\prime13.753{}^{\\prime\\prime}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 162, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gal_altaz.alt" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$87^\\circ31{}^\\prime56.1941{}^{\\prime\\prime}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gal_altaz.az" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Plot the altitude of your favorite source as seen from WSRT over the next 12 hours. *Hint*: for plotting times, python likes them to be converted to `datetime`. So if you have a `Time` object `t`, use `t.datetime` in the plot command." + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [], + "source": [ + "timespan = Time.now() + np.linspace(0, 12, 100)*u.hour" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [], + "source": [ + "wsrt = EarthLocation.of_address(\"Westerbork Synthesis Radio Telescope\")" + ] + }, + { + "cell_type": "code", + "execution_count": 166, + "metadata": {}, + "outputs": [], + "source": [ + "altazframe = AltAz(location=wsrt, obstime=timespan)" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [], + "source": [ + "m31_altaz = SkyCoord.from_name(\"M31\").transform_to(altazframe)" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.plot(timespan.datetime, m31_altaz.alt);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Of course, transforming from `AltAz` to `FK5` is done in a similar manner. FK5 is a frame that more or less corresponds to J2000 but is more accurate." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: where is the Dwingeloo telescope currently pointing in the `FK5` frame? It's parked at 30 deg from south, 30 deg elevation." + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 170, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "AltAz(obstime=Time.now(), location=dwl, alt=30*u.deg, az=210*u.deg).transform_to(FK5)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/solutions/2. FITS.ipynb b/solutions/2. FITS.ipynb new file mode 100644 index 0000000..5f6c1b9 --- /dev/null +++ b/solutions/2. FITS.ipynb @@ -0,0 +1,744 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Working with FITS files" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "# Set up matplotlib\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "\n", + "from astropy.io import fits\n", + "import glob" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "fitsfiles = [\"L246309-SB{sb:03d}-UV50_250_natural-I-image_reweighted.fits\".format(sb=sb) for sb in range(98,120)]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "fits_prefix = \"ftp://ftp.astron.nl/outgoing/mevius/fitsfiles/eordata/\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Read in one FITS file" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Filename: /Users/dijkema/.astropy/cache/download/py3/20c201694b9eee242820f1f28f3ef875\n", + "No. Name Ver Type Cards Dimensions Format\n", + " 0 PRIMARY 1 PrimaryHDU 53 (1500, 1500, 1, 1) float32 \n" + ] + } + ], + "source": [ + "hdu_list = fits.open(fits_prefix + fitsfiles[0])\n", + "hdu_list.info()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you provided `fits.open` with a URL, astropy downloaded the fits file to a temporary directory, which you can inspect with `hdu_list.fileinfo()`:" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'file': >,\n", + " 'filemode': 'readonly',\n", + " 'hdrLoc': 0,\n", + " 'datLoc': 5760,\n", + " 'datSpan': 9000000}" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hdu_list[0].fileinfo()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see the entire header as it appears in the FITS file (with the END card and padding stripped), simply enter the header object by itself, or `print(repr(hdu_list[0]))`:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / file does conform to FITS standard \n", + "BITPIX = -32 / number of bits per data pixel \n", + "NAXIS = 4 / number of data axes \n", + "NAXIS1 = 1500 / length of data axis 1 \n", + "NAXIS2 = 1500 / length of data axis 2 \n", + "NAXIS3 = 1 / length of data axis 3 \n", + "NAXIS4 = 1 / length of data axis 4 \n", + "EXTEND = T / FITS dataset may contain extensions \n", + "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", + "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", + "BSCALE = 1. \n", + "BZERO = 0. \n", + "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", + "BMAJ = 0.15283639683011 \n", + "BMIN = 0.149672230572736 \n", + "BPA = 61.4395369444287 \n", + "EQUINOX = 2000. / J2000 \n", + "BTYPE = 'Intensity' \n", + "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", + "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", + "CRPIX1 = 751. \n", + "CRVAL1 = 0. \n", + "CDELT1 = -0.00833333333333333 \n", + "CUNIT1 = 'deg ' \n", + "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", + "CRPIX2 = 751. \n", + "CRVAL2 = 90. \n", + "CDELT2 = 0.00833333333333333 \n", + "CUNIT2 = 'deg ' \n", + "CTYPE3 = 'FREQ ' / Central frequency \n", + "CRPIX3 = 1. \n", + "CRVAL3 = 134178161.621094 \n", + "CDELT3 = 183105.46875 \n", + "CUNIT3 = 'Hz ' \n", + "CTYPE4 = 'STOKES ' \n", + "CRPIX4 = 1. \n", + "CRVAL4 = 1. \n", + "CDELT4 = 1. \n", + "CUNIT4 = ' ' \n", + "SPECSYS = 'TOPOCENT' \n", + "DATE-OBS= '2014-10-16T17:01:41.0' \n", + "WSCENVIS= 3186474. \n", + "WSCIMGWG= 3186474. \n", + "WSCNORMF= 9138. \n", + "WSCNVIS = 3186474. \n", + "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", + "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", + "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", + "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", + "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", + "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", + "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", + "HISTORY P.MS " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hdu_list[0].header" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If an HDU’s data is an image, the data attribute of the HDU object will return a numpy ndarray object." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "data = hdu_list[0].data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: What kind of data is in here? What is the shape of the data array, what is the minimum, maximum? Can you spot the EOR?" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-0.08012231 0.069010854\n", + "(1, 1, 1500, 1500)\n" + ] + } + ], + "source": [ + "print(np.min(data), np.max(data))\n", + "print(data.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Plot the data in the image. Use `vmin` and `vmax` of `imshow` to get some good contrast (if you're feeling adventurous, use `np.percentile`)." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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IQRkJRucD0iVB/LFD/tvLn+G1ZINf3f8+qkCTdgVl7Aglnbn0SpZ4eCNJ91qC+uZN4vObDJ5tM90SyAoadx+NwbNYqj9l7S3fceP53cAKMO0aZSiob0P3aoL8g29QAurJyyzWBFXgmPJLK4fUdcaX3jzPqd8RNK+NyU7VOXzOZ/RvpXz4wm26/pwv759l8NoSwVCgfr/FpRfmiC++TAVUgUQWAr3tE+9aioYgPVWCNtRuaLqvF5SRZHxeMTtfIhsFQlpkJTBTD504prQKJGXsTkAc+TTuGfx+Qt5xOTVvLLDKZxDVaMQp5cSntq0wWlHG2pFWN+ZQGrjYwgYGUkXab5BI8OaCKoDJ+zc4ekbx/A9f4y8uf53fGT3Jb117gviWR+d6QbQzx3qKbMknr0n8iSV+MeLnBz+BrZeIiUd4INE5zE9JslZAMLY07+WEt46w/SHmsTPc/bcb+EsL5ipC3fOJhxaZK5JViYkMo5nHC4d1RKpQC0eXywIqTyCSAv3GXZbfDEAKyAvKJ89w14+Y1BOkNBhpsRrSZXjwkYjG1odQmSVrSapQPGTeRQV6Lqg/qPBmBr3QpD2NSp3hGZ9TpEsWJFw/WuLmyio/UnuTP3f5Kr9+8F6yjkfyeMonL73OII95SW8CsNqecjStoZKQ+M4EgOlWF5EprDFYicszNy1CWSZpiBRQOzum3JKkpaKqJNa89RxoxA7oRUVed7nLvOme6cp3zDkAwp2XFZYsFhR1iwkspuYIIzt+61paVOry6VY7z9hawZdmF/mXexcIbof4Y0iWLXkHKl+iEyhrhqiWM+96zDZD2gfLGE8hS4ssheMLHqG9MzyanQkhPgn8T7jo9Fettb/0r30fAL8GvBfoA3/JWntHCPHDwC8BPpAD/5W19nPH27wX+IdAhHPe/pr9HkXu72rjWcaK/Q82KWvQuGfwvnmLCpBxzO2fWEI+O4YHdbzbIa+pNU71xnj7Pq3fu0F1eEg03qT8yGke29znY503yYzHrdoSR36PsA+9by4QX3rZHeuH3suDHzLUV2dkr7ccy9uF5tqUJPXQiUe4u6Cq+8w2IkRU0WoumExj5E5IfV/gjyxYi9EQjC3qNU18YKjfTciWIvpP+WQdS9iHcCBYzOscdWJq24r2jYqiJpmfEoClrHmUNcViw+LVc+T1mJUXK2RpWSxrqgBGFxTl5QU/0H2Dmsy4O+ui9gLCvsV4gsnlJqMLksW5ApFaOq8KVl5KWX3RUkYaow1ZG6anJckpN2HjHYU/U5BmmCTFaElRs5xpjzj0Cqanem4SKxyTnEhkofBmEB5ZVGGZr0rSFUuyLMhO1Qn3A8xkgs0yAPQNj85r5xmoLhbwZ4KiaYkvj3jP2jZaGIZ5xPa0Tf9BG33kufyvcGGmNzMEhwtkHhIfOa1P1lRUofu+9ZLE+2KDX77/F3jxIy8zzGOsZx0xZASVFehjNqdINXvDBuVRRGfXIGYLqpU2aVcgWjlaGQplMWFFpzVHq4qDoyb0A4xv8DoZ2qsoEg8mmmCoCAYWf1KgZjllLEk7msWaM45iI2GrN2J/WqcQNVRmnTQKKJsVBC7RLTKF8SzpskAW7ntv6pQe4VAwmyzx6dYS4RH09irStqQ6bamaFTLX6IUgGErmjRh8w+BJTdZedTlOC7UHlsqHvPGHCWC+e1igegTG87iQ5u/ytkIaIcSn/7VCmv8EGFprLwohfgr4ZeAvAUfAj1hrHwghnsKlBzeOt/mfcRLIL+OM5yeBz3wvY31XG88qhtHTJd5IUdsBVnroZoO7/8EZfvzHPk9DpfzqzY+z9LJhMorZ2Qpp3heY0RgAW4+QGbx+f41fXXwfNT9ntIhAWapAUjQ9gvc9xeBKA/VTB3zuyf+VW2WLn5n9NMV+hNGWLNdUpaJoCJKNmstpzizqwGesY8zMo34knMHSkLUl3tzSuFcQDDLkJKFqRYwu+cyezrCVoLbj0bxXInPNvFT4E4s/LrHKwyhBsiwQJqCoCcpejraCaE9Qvz6i7MQMHvNIVi1VaKCQ/IPbH2GWBuRvNOm8DvFBCQIWS4LFmZLHLj7gwaRJfq+DUQKUIOkpt/+aoIwtVlvQhsW6oAo0041zBJOzlKHAmwnevLaJyAX+QlDUnH7SSpwHc+wZ6syiE4NOxDERBfNVD/XYBlZvkbcc0yxKi5dYei87DSUCxucUxXnF6WjAlWib1Hh8PT7L5/JLzNIm3lCicqcxna9qyriOzN11k7nBigC9UKiBYPkrA+z12wTjZ/jNxhVqnQQ1lUSHFgj4LfkE0jPYgxC9cNe6cSQI+xmm02D4RJ3FmZJanLOYhFBIwk7CmdaAWRGwt+gS70uMJ8mMoFAWv69cNJO4XGUVKHS/onZ7CrbB6KIm61rqcUagSkKvZNEwFHXHsgMPtbVqpPEmjsxarDkZl1pIYgTBGOLdjNq2wXoSKwRFQ7ucfy/HC0vMSCMLS7wLsvDI25aiaRjXITiSNO8a6vcz0p7H4HH1bWbfd49H5Hk+LKQBEEK8VUjzduP5o8B/f/z/PwH+jhBCWGtfets6V4Hw2EvtAk1r7ZeO9/lrwF/k32TjiTKIQhAeCmRpmT+xzHRTYd8/5mK4z2/2rxDtC6KDnDIMMJ7L18lzW4h5QnqqSX3HEg4CZishh+dywkaGDSuytmJ83qN42sd8eMwXn/7HtGSdTZ0T1zPKKEIlguxBDastizVDUVdEBwJvaqltC6Z+ALWKZM2Q9QRlwyByQeO2pL5TIZKCsltjvhmStcHmEj3U1PYM4d6CMqqTrKpj4kI6GZVxBFHac4ZCTjQcefhTy+xymwcflfz5H/wqF8JDPr33DDdurtF/dRlvLGg9sNR3C/xDp+GEOrN9jzvdLnniESuYnPWZbwqysxlIi9wPCI8EwVBTRpB1DdmFlOqJkuEkIL7j0X7TEH++ROYVZd1jsazJOsIRN94xoRW6c/BHzpNxciYoajC+EJEsC+ZnKmxcofsezRvQfS3Bv30AVUW8u87hvMn/dvtjVO0SGZYA2JFPuKeODZ8jBodPgPUE3lQRP1AEE0tec0y8yqFqBHjdDkYLyIQLqbULVVu3Df44xAQu1/hWgYM/tVShZPREk/7TsLQ5Isk99K5PMBQsFg2uVpIoyEFbsq7Feu6lIxfSnS8u9TA7A4s1n9WqRvDCdWo3KsKDiwwHMdNRh6vLDUS9xLZKJhc89FSQdwyqUWAKSTCQNO4a8qZg3ALdSykbigUBla/I2iHe3GlxK8+lLJIVixeWaK8iaVYkKxqdummkp+5lVoX2YbGBKB05lXcfVc4Tiu88Cl4SQnztbZ9/5VjfDd9BIc3b1zkmocdAD+d5voUfB16y1mZCiI3j/bx9nxt8j3h3G89K0LyuaN0qKSPhdIZrlmK3zt/Y/jFq9yXtWxWL9YDpaUlZs2SZYPzcsqtG0s4LU1mF8UKyyxWhX5CWEf4UdOJyWVUl+cz8FO8P7/OPRx9g1o+JpMtfBkduv+Z0SvOxGUd3unS+KYn3DXlDknZy4oszNltjLjYOeWV4ivtmHZ2EFM9FLE45gxgeQe+rmtp+Re3aIYxnRLHPfDVyRtOCPy6JDiXpkngooQkPJcHQonLLwXsUf/3Pf4r/uOkIlYXxuXF9HX8o8GYcG16JavqoRYnKDNE+zII6fg7ByHnHedNQayUUhcIUAfG+JZgYilgwKyQL38N0XdEBFsJhRXBvgCgrdLuOSkOigSLtKJKepAqd/KYoneflzV2eznjfqgJSmatA0rWcKqhIJhHVLYXNMqrBCF0UrM3XaN+qkbUUWVuTtZ0BDgaW+m6FVZC3NWYjZX15zDQNGKw10GPlqm6k08EOrsQEW2dJegKZWvJUY+qGxaqmedfSvpmjckPlS/KWpogForIUNcViVWLXEraaQ24OllCpIOhbRClJyjrDboEMKuRWjpSWbBzijyTe3L0o0vWSxtqU6TBmcuiz/HWFmUxQr95iKdmidScka3uMLoXMLhVUmynFQqNqJaeWRoySEFMFNO6mVKEiawcsYt9Nh8iw2IL5OWekZCpRC1dZpheCYjeiCA3CCLLlitR3uQ5vpPBHAm/iRPVFTTA5FzHfEFTN4pFMVYv9bsL2I2vt+77Nd39kIc0ftY4Q4goulP/Ed7HP7xrvbuOJQC8sVSAYn1fMz5aIUtD9hmT5y0Pk0ZDi/Bp7H6qxOHPsqShF2hNUscWbOi2hN3MJe+1XzBOfaFvTulXiT0r8mcdINfi56Y+jo5KqH1DbUceJfNATF5pWfsnHT73B78pLTLZXadwradwTVFHAtJJMwoysppHCUjUqhlcUG0/u8WNrb/Cp28/i/99tll8YIcdz7GhMNZnh3/ZpNU6RtZXLISaG2n6FVYpkyeUBVXpcdllZijosa0doHFVzPnXvOcJdjT8BlTojnbYUszVFFThPrArd+UeHlsb9ElFZZOkxH7exnsWfCooYippyJaEGancVZicGXDg+PqeZbq1R+c6Y+ROLPzUPSxdV6kgdlbgXUjBxFrOMnFY1Oszxhimd6zUOnq9TnCnJlgz9KwGt+gW8aUWuBVlHk/QkReNt5YsC6ApEpdCZM+Ym0cwzn8Arqa/OWNQDzEFAMJCIChbrgqwtiA8sK1+D+VpEsmLJOpZkJgmPLHqUIZo+edPda39u8KYVle8xHfmM1yMiv2DWNujEseAyAznTEFS0GwlJ7mGONO3rThmxWNIYXzMrm6jURQ52axUd+Ji1HkUnRE9z/O0RKu85w71ZgWdQuqIdJniqYifuIIzF76fUdn2sdJV0SMg6Bt1LqcUZi9Sn3I2JDgXB0M2ToqYdqeRBuiKgnVOlx9VSE0vedNK6omkwyxlxPXs0U9VC9Wj4ou+kkOatdbaFEBpoAQMAIcQm8M+An7bW3nzb+pt/xD6/a7y7jacyTC7CBIm+OOH5lX1eP1jFXG0g5wm2LDG+Qlgncha4yVZsFCyvjhlNI4amTtiXLrzcjfHGkvq2xSrBYtWn8gThoUVlPlb6+CNLNHirWgi8hWGxpOmnmnV/zPNLO3x2dZmyJgmmFa0bCnPXYxat8fu9NYxv8SwUqwXP9bZZ90ekqUdtbrG+Jju7hMw7ePf72MUCf5QzW49Jeh7BSOPPjaugUVB2S6pckh8pdCIIDyX/9cs/zi+GOUe3u7RflbQnjg1WmfNOk55ieh7kmRmeV5H0Y6I7Hv7EolKDzCsa98Gb64d6wsklg1hNCcOC+WFM/YZHfcdSBTBfF8zPGkTLpTOksBwMagTbHsHQ6RNV6lhbdRwmWuVe9JXvvpdZBdfvEu/VafTOkaxJTKtgelkz35IgJMaz2EZBpzej5RccDhuURyGiFGTLhsWWQE8leg7RXY/FYYe8VxF0E6S0yEQQHrligmSzQKSK1h1L68vbNE91OXh/g9mWpWhAsuxRNDVpS1LUBd7M4u1VhG/sEdwLKINVbkUr1LoJplGSlN7DOnWsI50A8lzjTQThsETPS2IDUV8gi2/1F8iXa9iVGotVj6IuiI48Gjcq/FFBeOBRRj5CQl5KBq2YmpeTL1VMzkWEowphID5weXarYDGXzIkYtTyoBP7UEZX+1JAqx857U0tjYCl2BbPN8Dhl4cafNyHdLKgvz2lFKfIR0e2uwuiR4DsppPk08B8BXwJ+AvictdYKIdrArwM/Z639wsOxWbsrhJgKIT4EfAX4aeBvf68DfVcbT60M4twcawRLjTm+qqhHGcOzDdQPnCIcO8MRHRiCoaDycbm4rkBJQy3KmbQN/lQS7Vvq9wReYihDweFzkmylQo8V8a7zcEUJ0cBQ214g8hLra6yAMowxc4/9oonEYholk9P+w2Yg9fuG3sszrKeYnAuZbkmKVXjxaIvP3buMfqWOyiuGj9eZbQq8OXSaPtG9MXnbZ77hJFF6oqjfU6jUuqYYlRPP502FLJ3Xl91pYIeSlduG6Kgg62jy+rERy91EqELDamtGoEtujaKHxni24VP535KnWO0qtEy74PLqEZeah3yzdord4Rr+BMrQ5cRkJ0cIixCWjdaYc50Br9dXSG7WifYFwdgeNx1x3q7RThieNwRlDayKaXORwj8Oi8MCjhnmqlPi13MCXSEEBF6JsYJi5hOO27SbAAAgAElEQVQ/UI742jS0t0bkpSa91aBxRyIGYDyFXjF4XkWqIqpAkJyq+Phzr5FUHl8/epL67TbGVw+bnFgByZKkrEHecuqI6MAVWNg0pdreYakekXVbzC7IfyW4EwYoBaaQFKVCSkvRsIzPaazwEMbSul0Qv/oAtCK9sELRVE5qlFvKUlDUJPlSjFXHUqG3jHIhGCchWhp0N2X4eEzY95AlBCNDOCidQQZAUox9J7hfCIRxXmeyKlhslqiFk9yFQ4NVkqx1XFzQFWQrFWEnRUvDNA2I/EcTtoOg+kOj4+8O366QRgjxN4CvWWs/Dfx94B8JIW7gPM6fOt78rwIXgZ8XQvz88bJPWGsPgL/Ct6RKn+F7JIvgXW48pbR0m3P27nfZu7PGnl1zSe9WxdEHQY8V9ftO9ycnhqwpMVoQ3fc4nC4jKkF9V9B5syC+PoDhBHtqift/rsPl77/FBzp3+EfXPoDYrhMO7bEUxjh9pXVNIPKmJu1I5MLy6TtPsVgE6CPHdneeOuLx7j6ff/lxgklItDOniCMW5ws2NgbsDZpEL8UsXS/J65Lhk1Cs5Hj7zssUpsliRZMtVayeHpCXirHfoX5HohfgHymKhiXvGtJVi15OiaOc6YMGstRkbf9hBZI/kVR98bBSZsdbcvnCfY0/sRQ1wXwD8q5BLRyx81ZnIjXwuBUsUVrJPPdAupLNrGNRqwlCWsztGuU05tqFGs9euM9Sc84BdeIDQ3RUuhxl0xEv9XsLRGkowwaLdUhWLNPTjnjLVguQEN7z8aewWJcUniEfB0T3PeaLFlbAUt/SvpVQBYrD3Cdd8VhvT7jViSj3fWQuKOslF9ojAN5o10krRe/ckF9Y/yyrKuInPx7wWu08Moei6chHlUC6BNmKUyR4Iydxmm5o/Me2EIMRvPIGK91nsTKgaFhXAZUfd/FSkFUeYz/GC0qKtYLhuqXZWZDlmuKFBqeGPaySjC76VIGgfbOgeX1K2QpIlnyytqaIJcmqRW0t0LoiXfikic9YGmpxxviMoop9oj1JfHBc7hm4cUSHFm/mylSxTuXgzZwVrq/PeHpll6+f3mR2reFE+IUj9rKuhWZBWSjGBzEyEczWHk3Y7gijRyR7+kMKaay1/93b/k+Bn/xDtvubwN/8Nvv8GvDUIxngMd7VxlNgSXOPxhse65+fomYZ08c6HD6nybZyyiZkHU3lK0f8RNZVqWxbutdcmBoeJIiX3qAqnB5ExyF5q81TzQcUVlHuxPSuZviDhGSjRl5XFBfrFDXJbEO4yZM74kbe6bC6Z9BJxeEzmg+t3uEXV3+fX/ASfufu+2nVm4yetPzoe17ih5qv8bfkJzjwYxbLisWqoKxV+A882tch3i8c62nAHyqORnWW2jPoZRT9CH/kGOuyZjFLOasrYz6ycpu1YMxXeuf4ZvcUi4MIlbq8YtFwbd+CkaV9w2BvShc240K2vCGwyjrSZuHa7r3VDs0bS5jE3LsfISpo3HflhGkPtpaHeLLi9vUanesGnfhcDdfRXuW6JD3I8PeniKqJLDT162PMq69jgV76OHmry/ScJW8brOcE7Lqvadw9TjMsC6Q2mMSnfd1Qv5+SLvmUoQQDwcGCznXJXrfB3TMeGHdPZOHKZQdJ7LzAhSNPjg6a/I+HH+Ns2McgiB4fUQ8zKiPZ3+lQGE3ZqpC1AnU/pP2mE6mnPcHgyYjV3S3KW3cI39ijduo0i1WBXkA4NHiJC0zTA8V8HJJ1LSI2BCsLrizvkVaalzdqjC/XyOuC4TMVaIssNd48oAoUecN14irqgny54Pn1XXxV8dL2JsVRxGjiI6ISW0nXYCUFYazr5BRJrAB/ZlC5qyayCsKjgvDFW4QHm9ypt2hs3OY/v/J5fr33NDevnqJxW+HNnSKi6vvIhaB1B7AwCP1HMledzvPRGM8/KXhXG8/KSiaTiOV9g94dgnZESBVYKAUykxQNS3op4/GtPWZ5wM61VVq3INrPEcaihvOHhhPAdFwN3e/uXeKg32TpJUH45h42DskbTebrrsdn3raYddeZSd+I6L1WUn99AKMJtBrMV1b47TuPUVrF7965RDg5JjkETIuQqYnYrI/YudKmf0FDJYhve6x/MSW4vodt1ZmfbyNLS/0ezIg5OCuxlctbieo4zPQsQVxgreArh2eZpgGTQQ050gQTVy4KUNYsecfJceo7Ff4odymBVeWE0BKifYGeQ9wvKUPJ+Lwk3SwQuSTeVoR9gSzsQy8cBFfau/xQ6xq/8NSPMN/v4M0t8/2QtF5Rt1CFClMLMFqgMoPsjx7mvsTuAfFBmzKWD722oubIC+NZso6Ec3M+dOYur9VXmW73MDp0ov31iuAwonvNx5sZWtdhnkRU4TFBlUN8x2P6YBmVQm/f4s8q8h2P3375Q24AEuYbhur8FF+XCM9QLhW0l2ZkhUYfRXRfHlPVPPpBRNYSpOd6+Id90AqdupSPP7WEgxJvViIXBTVrad0JWKz4LFYU82mdLyfnsJUg3pfIwmB8gaiXrk+CaTPfDKkCSxVXeCNXQy8Xirvjjrt/OzGNe+7e5y2N0RZ/LPCnFqOE6ymrBP7MEA5yiliTLEuKEIwnqYZD+OqQc/Zpfjt+lsP31lkOZ9zq5ph7EfHIOjJvIAkmhsbdjLzlMZ4/Qp3nI/I8/6TgXW08y1TjX4+QpWH8wQ1GFxXmfROeWD7iVr9HcqeB8Syry2M+2rvJV4dn2TluNDs9HZC1JME4pBP5iP0B5vQq/St1ELB/a4ngUKFyQ35hhWTZZ3xOUrSsayJcgTgI8KaSpVcqGl/bxi4SysdPM74Uk6wK7CtNvvAH76G7UxEOMoqGonlT8wezp/nd1hVoFHS6M5rLGXfuL7v2ete2IQoZX+kwvKxcn8ehxZtDNtcI42q8o4EhLwRpT5KGAflOjdYbgtVvLNh8sI9p1ZhebjHdUGRdyHsG6gULz8ebKsI4JG0L5hsCE7jQ05u6fqHetKIMJXnbsrY1oD+qY3dqiNJ5YPNTAllA0XSs+UfCfX728d/iF2c/gncrPNZGWpJly+Bxj7CvMdp50frxU/jHjacX7z3D7JSTMqkEt52Esm5ZCOdBrnSmXKgdAvCFS03SnqZaT1lamnJYazEb+9QfgD+32F3X1k2W1rXoSyz+pMJbOKVFUXePc3xgCI5SrKcYPhYxLpokkUVWUNUrhLBI6Qixqua59mxD55mNLvr4K1cw2jUNCQeGYFiCFORtD+1Jgrt9vFvbtDstwgsrqMwnGYeuH+qB86j13KIfBAyNwO+krJ6bcqF1xDgPeenVc9S2Nf5YMpv1AGjfh+ioogoEopKAM5w6deG6Ua5rWLyXoQ+nyG4NvXB62/4Vj558P/GbfUR/yul/EfDm/iXml3KkX5H1LN7sWNKUuEjKaoGwlrD/KCuMToznuwbeFE59IaOoKw7eo1n/yA4/d+43mJqIX5p+kmLuku6jWcw3Jpu8vr9CMJCUoWV+SpBuFKiZIlnuIvMuWQ+KumMA9MR1Dz96VtB/KsR6jmgRFfhDSTB03WyiQUn9Wh/THyAunGH3ozWS512eSr3UYOWlBFEYBldipqddB6WVrxmCUcHg8YDBBwRFR6EPPVRmSJ89zcHzPvlzc3rtGXv3upQPPMqahaiCqcabO0/HnwrK0CMpPPyxYOWFCfZrr1IeXx+9+X5mZwTe5pyaV1EUiizSZF2N8V0lUBW4bkxVYMnbLk+WtfxjRtxycNREbYe0bzoibfj+nPdevsPNwRLJXoPP3nyCs2Gfj8TX+ZEnXuEz3pOYhYcXFZi4ZBoHZB2FSl0n9KIeos9eoIwFs9OWaj0lrmdYC0KAB8wPY7yJR7wn2Fcr/O+DJkIa5Fy5lMLdgPH9gMZQEPUNCNezUhZO/QBQRK5Rhj91bH5Z8xif85iesVhPoGd1JxfSTnPqHTP1CEmy06OsW0TDcvD+mHjfIAvXdGR4xdA4PSHNPPQ36rRv5uhhwuTxNuPzEvBYileIvzrDHPbxWzWCJe+4WgtmpwWz0wpRgjcGPQ1IVzzyxoJIFfRtDTVXRAPjSjOtq9/HWtK2pGi6++bNXJ7TCjDKdWkKBwX6aIYoSkRpCEeu7+rsQkXxgZRs2KP9isfaH4w4/c/HHH1giaP3KcqNjFHTQ81cBKBSSbAa4k8s9fuPSiQvqP6U/Rjvu9p4qrQkuDsgf3qFommwVvB/Dt/L1w62mLzUo33dCZOHSxGvqTWyQUStcGRHGVvQFhNaFuvH3cqjCjnVxLsudzS/UHDqdJ/KSFevPPEQ5beaEVvpwszkXIegFlLWfdfwYuphQkkEzNcCJmcl65+4z3+6/nX+3s3vY2KW6F47figTxTRrUBsIkp7k4P2Sted3eaKzx9XBOqKUlJGl7JR4UUE50xgFRglUaghGTpuXty3DJxp0Xw0xqdMEzdY1ci2hFmUM9lqE2x7tQ5ef06krezTKSYfSjiOMioYlMRJvgqvc2o3ovFFQe2WXxZV1VFTy/d3rDLOYdLdL/HXN3x7/GQYfqHEp2ufW2hI3j5y3JERF2hZkwkPNFTrBtY4TrsNQVTfUGinPrj7go+3rnPWP+NL8Ir82+jCN+4bmzYSsFzA5E5N1IEwg7Lv6bX9Soqc5Vknyjk/lKXQGYb+gCiVpx2PRBqM0KjWIyony5eaCD5y5y2owITMe1yfLXL+/inffp/YA2tcT9OGU9HSbvQ8FTB4rKepOq6lTS7C+4H946p/xarLF37/1cdS8AOP6rS4ez2h15mz3OmyoC9SvHmCLCm9aIZclecviXZiy0RnzYNSkeLNJbUcgK8l+vc2XCs10HhIM3Isrb0jSrqsuguOfxYict293Nf7E6WfLWGDK43Betagil//05hXtm5asp/jEB1/n462r/PKZTzLdXab2qa+wPF1QRqcZvldRW58hpZtDZakYj0Kiux69q4+ujdxJ2P4ugvEV8yfcT0hYXXHv2hr9nVM0b1dsHWVUgWJ8TiNzyXwcugbC1uUdvblAlh6iElShxcYVFJJ4R7L8zZy8oVhsStZrE0qjOOw3oHChWrZSkfUAK7CBQVSK2p0WKy9mbHzmgLUvRsxPx6Qt61rdPZPwn239S360dkRxXvN3k4+xvV53tecS/ENnWBZrgmozYZyE/Obtp2ld1SxNLbMNQdmBYhIQDBSysk44LxVpV5AtGfSpBYebHsnye+hdzbFKuJLQkc94J6L3BrRuZXjjFJFVTgc7mrhcGNAMAnj6EqPH6mQdx76KEvTcojKDjQLn5RwFfGrnee7eXmbllqVxLyNvhvz25mNc6e5xuKiRzF37PIxwkiNtqXoFdqwJDwW13YpwIJCVIkmavFgqNqIRH4pucS44REjrdKlJgbC+qwbzLYUUiFJgtKQMPYJA4k1LvKn76QpvkqF2B9gooIxWMN5xF//9GRwNWZJb7Ps1vjC5xNLGmEudQzrhgqiRkjY88oYEY6nevEk46BFcfozknMF4Fm9u8OZwNA04LJscFXWsgMWGKxbIm6D8iqdXHjBqj7jqnWUtXKVxe443KwlGiqwtyXNNpAs6tYQHccPlKjVQCeaJTzXxnYceCfKW07CKZfc7LQIIdEVVKsqJ66MqjCPuyhrMNhWgKNpODdJ5VbP80oylb8T83pWL/OXul/kPT3+Fv/W+v8ClF09T3rnH+r9QqHyD/rMN/PU5tSgj8gu0rpgVdWbDR2MCLILcPrr86Z8EvKuNZxkJDp/TJFuux2LjTY/1L8zQ+2PSc0sMHvOYnzaYqEJMPIIjiTexxz9/IFBvNbttWGRQYReuRjq6tkcYh0zOrvDa+hpRkGNS7foy+AYRVf8Pe28WY1mWned9e5995jtPMUdGjlWZNRerxxIlcTApSoJpQJQomJBNQ4BhwHogIBgWDAj0gwzQLwYk2IBNyLZIQDQ4iCIpyxTV6m62ms1md1dV11yVWZkRGRkZc9x5OPPZfti3spt0u9lN5kPZqA0kMhFx8t64N+5ZZ5+1/v/7QWiUU3CpN2AtGPNH7R0WhwHqi/dAa+qH65R/YZvFuqBYKP7J7o/wu41zpplLoxIx2oEisrHOXLyBWFoLS6MRfLXJ5a8m+G/vk15bY7YZGNnMQFF5oPFGJVkgWawJFuslam3BSmNKWrU4fapB0rKxItPLdPoW7khgLww7UisfKyqw0wyd54/eS50k8MrbtI/XGX12i+ETFmmjROaCPHTx17qUynAEDopVvLGkcDXjyy5JS1MsPL4WX2J+FmKPLBMZERupTNLSsB5T1EBbDmphpsHeucAZCfKDKr928UkuXqhwNTjHr8ZMt+tkQZ35uiDaLKCSoSNF0pYmj8rS2H1F8z1FfTfCfTiC8ZT87BxhWVQDFyuu4Q4SODmnGAzxwoC1okn+hiLqtHjteodkNUNkEhUbl9ngqYCmegFdakNqnxugh3uRIIoSb7/K/7L2g8SpTelpzl9QyyA90Ic+79dX+OzqHudPhIzOVhBlaL5nCfwLjXwz4J2THbSrsSdiKfvSyCDHcQoySy/Bx+ZzmtYksWMbK6zUiABsJyeqFuShMpKsUFOsJmi7xHFyLreGSKG5nW9T23cJjxIu3mnw61uf4LnwAdWn+5z/5Q06vzkiv/+A3u9LtFhjlIUMmi7SKVBOgajkzDcfT8EzIvmPb9s/MktbkNY0VphTjG2ckcaaxCQ7bR78uMMTn9qjYie89mAL6ygkONHYC+PfBsgxom1tayypKT5M35QCjs/ovFHn1K0xXCvA0kuYMDBRqJlxJT1UJdvhkGsrF9x76hKVl5/DORyS7LRZ9IycpvG6TfHFHm8FK0x3IF0xk1114lC5b3pXkytgrS8opy7N2yXe1z+gSBJm25eJb8TUahHxeYPwrMAdpEy3PRarmtUnz+j6c/ZHTUZnVSgE2XZCoUqKmY01sYgcmF3WaF9DKvGPHKr3Pfx+a0kxKvEejCju3KMcjpDFltnNri3IM4uZ55JWJc4U3IHJTko6mv4nc2rdGetBxMUsJN6rUj2SWAlYkab6MMUdJMwuBZx+woN6QekYf33hmlu42oOc4PYZyRttfj9+muEP3GO9MeHukwHzuYVupPjVmDy3SCMFSuO0Y672LjifV5gkHbyhgzW2EZ0mVr2KiBJ0XuIOU2SSI+o1rNUui60aotQE7xzjT6dUn7nC8AnDULUSE4ExelIzeN5BpAKkgWMHpyVqbGQL1f0KA6dHVtFYvZhLz55zPKmRf71J430Y6g7veRFSaNNKecIiaZeIDBp3YOMLU4rAZnzFJa0vdZiRIFsocic3MJYcwuMUexTj9yuMryiSprm4ikrKte4F52HI+aJL+FDijAWJcihdTeQpFlWHZ1tHnF6vcHHUofW+JHwIv3P7WUZXAl5aOeBzP1TBSm/R/Nw99GBIfa9NHrokM4cs1KTtDOXl5NXHd9v+8cDoI7RkCrVdmCceTmJkGlkr4Pw5j6c+fY//aut3+dLsJq/obaTE5NYUS3huaiIJrATQFknsIzEOpPmtVYL7Hs4wpnbfpvAk6XaK7Wekcwf3yKG6r5GFZtav8sWzp9BugeVqjv5igCgDU4RLw0VsvzVFHpxRbnYpvDqFZzJ+wwPj8phuSbgy49baKe+Ua0RthfvJ60Rdm5MfLPnU1fsAfK1bYbau0NIh9wVlJefp1jG2KHlzb5PwrhksyVsL1hoTDlWdJPeRtYzPXtnjudoB3xxv81V5DTW3SRo2s22NtT0nHbbpfK1H425MWpFooUkXNtaFg38qHr1XBqcmyFdTPnV9jxdqB7wzW+PBcYvw1PjCxRIW4n/tA4rRmPAbsDl9icEtB2dsbskLx0Ao7GlGvrePM5lSffZJ7lzqGVeLNMmaOrZYJAHWRBFeGF1jPAz5oJBUwph4JWdwUzFbb5L7ZkBoT5f0KR+sxMedVsg9wXTbUNsbnU2q+zFp3UZmEJ5k+A/GZL0KBy0f//qAwE05uagj9jzzWA0fbZnkT/9EIrqgtjKeax6SFIrzsolKNDIRHAwbRBcBlXNBtFpy7YUDHo4ayHdr8PW3sD0Puf0CcUdjTwVuH8AmKgXCz0nrRhngnJvMKDW3SJqCMiy40h3yUyuvkGnFP0l+iOK8SW2vxH2jQM0L8sDi/Pk1/v0nPdrhgvvXckRpgND2uwFfvHgK2Umw7JKLZwXoq1QeJhSu/FbkRykojEIKa/54dotaCwr98c7zI7OsRNN6L0EtXEpl+lLG9QNxofjli5f54u51xEOfpJvjPz/BVgXnRw0qd2xq+yXuwNjP0oZivmLE9INbNrP1DirRRB1J0s3Z2big6S64c9GjkEY4rIXxDbtDiT0TlEqwWDVEcXsi6LyVEb72gKI/RGysMrtcMcOpSok1NbCPqC2J1krqYcxFFJLHivkmzNcd0k5B0JuzP2lSlBK3ETN8JiBuK5OtnUruT9tUnRidmn5u4UDVSylKSXoSULtnEXct7rY6uDLnrbM1/Ac21Ycm0G6+JXhi9YzG9oIv8ySF66GtpUg+twkfCmoHBTI1AOXCFUbGYpWcRxV+a/IsJw9aBPdt/DONNzbHuoOEYslNBXB+7xV68QuUlsQex6iFR9JSpDUb//lbRCsBaQ2is5B4LvGH8hHOTpRgT4wYXS2MlCbKA0arDngls2tLC6HSiLmFM5IUjvH+y7lFZd/C65vHSXoF51XJbCN4hJtzJxYiSnDuzmmtbnMWNBnVzP+VmTAQFj9YIvSMZRUtmF8E/Hb+DOlpQCWD8VWJ+8yQVhBx/F6V6gODjYtzm8VhhUv//pAcKOOY0XVovnDO2W6b1hsSdyCIu4LO1pSoFnPk16lsm8Fb3IOkW2DXEnyV4YiCDXvIcyuHfGW1Tn0XwlcfkJ+cYgGbF8+wV2twfkOiainzTYl3LgkPNd03NFo6TDcUcQ/GVwVJw8MdaZxZicwEhSOJc0meWITDx7dbLD/eeX50lig1apbijY2drXAFccsiDzW7px3uvL1J6w1TVC5eLvkbl19nzR7xK+4neTDcwBkL7LnEPY9xRgkyDxjvKOYbmun1AlSJU0250Rlws3HCNPOwZEnia+YbZsJdBCXBgUXjboo9SVGxiXut76XY//aVR7KhdKvNbN3Qv0Vq8mFy3/TKZCIY326xmEiqc8iq5mTBLkn2qkwGdQoXkpUcUctIYoF/IqnsWnxQbGKvLhBuwWxHYDcTGn7E/nmT1puS7tcHLLZrHNldvrhWwzpxaRxrvIsMmZUUjsfb7g7O2nzZnxTkvqZYSRGqZJF5yNxCLZa+eNfIuXQh2Tvs4Nz3aD9YahcTjdvPsAcL482+dpni7t6j35d9sSBrBWjbQmiTKT/dtDn+bJ20WyCCGHXiUrtnXD2T6xqxFlNkksJzSNqmVWPFS1fPiaLwNIWj0a5GRALvzCD64ragWCso7ZLyyCU4z7FSi9y3yMOSUglUbC42s3ULoVfxzhK8YU7vVUVhGxp/0oLFmn4E/Si80sRgKI1YWFivV2mfGKJVcjnhZ6++wnFa58heQ5Qary85emWNa/9qQX7/waP3It1M+Utrd/mtaUBSN9pi7WhWK1M2gxHvhqvsdzrIsTJcULskm7i8Ndvk5096rDUnBHaKvz3lYlbDu9hEnZwCYI0WeGdVpo0QVAl+SdIGZyxxLxLUe/eprK9w9pk20ysw3zRC+vC4QMUGMqLGFoVn4qYfxzIDo490OXns68/8aoUQW5gckVUMUOUXtdb/WAjRAn4V2AHuA39Laz0UQghMLslfxYQT/qzW+rXv9hzaEmglsacFpSVI6pLJZVBXZvhuyux+QNA30g51bvOl8+usBWOmiUvRSxmGitklRfjQeLBL21wZta3x2hHbrSFNb0FaWLxyvs3poGYSJ+cGB+ddH/PS2gGvb21wIlvU7tukteXuTH7rKqvWVlkEFuFJaXLIQ1PorVhjL6ByYIqPleRkFWnYozOJHEiq+xCc5+S+ZDpVZDULZyyoHJZGAD5XDC0fb3WOXY+o+zFZYZHNHNyJRs5iZF59lAVe2pq4JZGZg9/PqT1IsBc2s40qMjQ7vWwz5dbOETU75u3KKuNqDWsqDYbPhnwtYX1lxGjhk1kuhSdIWiAKgT1TqLFg8kSdwS0LFa2x+tUI+84hpaNYrBprpV62UeZbJY2rA642+zyYNBkcdhE5ROuC1adO+UxvjzeHG9wpV5BuwbWVC6Lc5vDdFTrfFIRHKaUjiTqm2HmDAq+fEXVtLjyXtFOQVWDRMxIvUZicc/9c4040i44k7kHcVrhDhTco8UYFVlwaP37LIqsaWjuA24p4fuOQDW/E1853OJ2v4F2YXrnOBa+Ot+nHIaWtma0b4Ejv1fJRnMuHnwcKwQfTLgBxb2m8yAXvHKzxgdslTRTWUOEO5CPnlYoEwbEmuLCYNUMOntF0b1ygXjplr96lt/5p4wwKjN0y2FdouWSp1kpmOxoI6agriLxElEtYdSOn8CwKx8Id6UdGA51B+XjcmR8PjL7PlQN/X2v9mhCiCrwqhPgc8LPA57XWvyCE+AfAPwD+a+AngOvLP5/CZIr8SUL0H1ulLaDUuCcz0BWijkPaLXiiPcCzct5cD+nfNOFXzhj2XtvknreOdku8ZkxrdcgsdhnVa6Q1k7ODNoDjhJAPIhshNPRds9Obmu+XDkQe2FbBrcoR14Mzfp0XOF2r8yFmJw9smsGnUPOCyDMFvv76OdiK+ZU6000THVw9SJBJQdxzmW5ZRD0zPZUphko/Lylc06vz+ibfyI5M4bQSw8xEg2WVJKni4aiFLgViYbHoSaxne0zXFVkzx3YKCmE4mGlNAIrwVBOcpKjYZr5isVgVpLngbF7hMK8zPaliTyWlMoQgHeRcWhvwo6vvsygc/rV8itFaiFdLKHLJmR/ibzYZfDrj5z/7LxnkFf7n5o9zZdGF0vRL07pApqaHao9NGmmc2mSponA1s1KZwZ0AACAASURBVEuCZCvhxc4BdRVxNqvgHDoUnibpKFbDCYd6hcb7M/i6ifb1n7vJ6FbdyI0wiDjv3NCQ0k7BeRszpbc1Vt82bMvA7PKz0OTTq4UR1s8dZfLfq8IoBSSIVCBKQZYqfCvjxco+G+6I3+R5DusdnIGFe+jw5tENtARhw/RKiT0RNHb/ONZt9tI26sLim9Y2yi1Ql2ckcwd15FB52zOEd20cQ/Y0YbFiM75qCo871tS+dkANUMk2Z406n76+y/oLY77Z3mK461PdN8d5A2MgSEPBfN0iXisYPaOZb3p4fbFkJ5jpflEriEpB4RvOaB5qyqAgyh/frXbxsc7ze1ta62PgePnvqRDiPQza/ieBv7w87JeA38cUz58EfnmZWPdHQoiGEGJt+Tjf+Tkso/W0BikyM1dSa2pxe38VIc2t5eJqyiKXWFPjTtGxJKtDllkMZwHxzH2k/xSFxp2D39eUDwWF4xpKTb9AzTOSlmK2ZmKJ80pJlDi8MdmiYUfYqkA7GhkZl0buw+ia0d2pBTTvlIg0I+tUGF9WzC6VeGcSZ2ZTKpv+MxL19IRuuODoooG4ZxweWsKibfz0KjJ93rQqyAKFlepHQI/F3EXte7R2l4ScpnGiLDoG2+b0LegHNPeg+jCjVGYHnNQtlPvhiVkiCokVO8z2urhj2Dws0FbJ8LplQuBSydGgxuv+Jm13TjOI0MBOc0igUr6RXyLuufzwrfeXRPszfunmiGitin88x5mV2AuNd56ChLjlEB3YpHWHtKspuxn5SoEtSz6/f4No7uLe82jfLkkrgv1ql8mai0yNxvHDslSEDvM1yWKjXPaiTUKkPZUkfkFje8SVZp9F7rBbaTOq+CBABDlMbKp3LVrvGX1s/5bN7EaGXUsocgs9tVEzs+OXRz5fefg0X1q7TqM5x3cyamtTJqJKeF9ROdBkFcHwlsbbmBG5AbN1C+vHXqJwJPM1kw0VHEOSuKhnxvzFrXu82V/n/HCF6qFheRauRC1yZJQbOr6ryQPTg6936shphIo06tjhjeo6Vzt9rq6e80HZIxn5+H3jiipccCcaKxWI0mKxlZNvJMx9h+BYEh4IyhPb7DCXg/XCx0BivIKs/rjsmR87jP5MSwixA7yAAY2ufFgQlxDS3vKw75RNssGyAH/bY/3nmJQ77GqTtOEgdJ20YaMFBCcCa89FFiZTPbqc4ncWJKFNMl8St1VJMXIoBj7hxAxHVKSNVzgqkbmJaxAlWFGBlZUkDZvJJYvZpQLZTpFCU5aC9/o9ylIyOjZZ7s7EFGEwA5asYlxOUVshrnYZX3aYPFFQ3ZgwCasglImpuLbgRrvPPHMo5gp/Ztii2phNzG7AN7uh0jFgYf8c7LnGGVrkqSQ8gM6bMwpPMb7qkdaEKVSjEis1sqnm3RjnwYCiUyPfCYhbhrqkFiZ0zRuVWJmBTATnOcH+hKzpM7kUIHKBM1TYH9i8uXedrLnM0NBwr5A0w4gyVjhTwTdOtthbm7GpfHrVGRc7TUq7gtCa8GCB3DtC1Kpo2QJs7LkwrphrMbUg5myvjX/HojvQ2FGBikoKR6HGilnNowhKRk9WqMtn0Eoy2/IpbSjCkqA7J1m1Kfd8vAsBWEQ9h543w5cpSpZMGh4VJyHKbfYmawSnJcHtM4p2lfK5OrXejI36mONJjVFqoZW5bW7cy3H7CYWvmG61uLgK6UaG8HOinkQLE8tidWNcOyfOBIUj6N90iFY1ha8JDwTVBwWysIgLSUMtqDgJx75m3rNYdCyyikBFpvUSN8xuUORGl7zYqlLaNWYbFlYC6b0ab089qo0FYC6emS/IupKkscy7PysIjzWlq4jXjeDeiqFyXGBPcnML75iLadwSaGGRLzcCj2uVH0/bv78lhKgA/wL4Oa31xLQ2v/Oh3+Fr/w+M9TII6hcBgt6Wnmwr7LZx3VgJ2HPTswIolU3ctUhsG10KZJihHBMD691X1HdLk4ndMD04e1Ziz/JHk/fSFlixReEZH7a6PGWlsmCROMwXLkVuMZ17ZHMH91ThDswkuFRL4K9lPshFVTORkrjpktWAEqLIQQQ58ysa7BKRWrzz6g7+maQxM37rzBdYqTa4s5mZ8sYts9O0YkF9N0GNE6y0xuSyeQ2Fp9BL2HCpvkVrLxzjZFn0HLRoE3dsZusWWdVoHA0Z3wCj464gCzVJw0aUNfNYtjl5Kw+g+8qIvOIwfMIn6plfWzaqcexXqe1Jum/ExK/X+OGLn+OZ6w8ZLHwmV0uiroUzBnvq4FUrRNc69J9yyH1wJsZn362YQjI5ttj43AViPCO9tsLoikfcFRRuiWOVqG7M+Ys+0+0qVgzOWFPbL7FSxbzqsNkdsj92qO6Z57xY8WEHrvjnFEju02aeO5yMqyZ5MyspawF5zUWUMBkGxIlNnlkIq6Ro5KQzB22BfTxCTWe4D+qEJ20unnGYP5WweuuMumvo68PY52i3Q/dVSeUoZbxjU7gmFM6KwD/PkDks7lT4texFilhhp4LFmiCta4qO4WjKkW2ALROTwBos4SCTHYuoZ8hKjQeQHbjMLtnoZWpp3JYs1jT5WoIY2SAsA8MugdJ8hvIA0lCiFhJrli3PQON2q++WWKkBXj+OZcAgHxfP73kJIWxM4fznWuvfXH759MPbcSHEGnC2/Pr3kk3yx1Zpw+jpnHBf0X0jxxnEpE2X2YbNfM1Y27DAOvRQM5OLnTZzRGzhXRhp02zdYnbJ6O0qRyCzkrhuMbkKRVggY0FRy7l06ZxeMOX2RY/53TpWJEg7BaK+xN/lkNUEk66m7CUIS1NObWRsihqYrKDaXkntvmDRC5ltl7Aeo0uB967PxpcW2EdD5jd79J+ySXY0zkgSHmu8UYGWAplKSgfC0xz3/UOK4Yiw+wzjqw6zHU1e8QGIupqiljGLTfhZEeZQQtpU2FPLQEF8Q1NSCwPETauCxYbGemLC5daQDw57uGOP2v0Er68oXIGKSsQsQvg2eSiIeyVWLMzjzAXBWYnz1n3UeMJW9iK3X7pMVi+RpVELJGuawnWpbKwzvSQonp7huRmT+3W01FSchJa7YF+BiFN0brzli1XTCxYl5JnC9VKKbsIiMEALK5H4eykqtphct+lszzhq1EEEuOMSe2Ixy8304yKp8N7JCvlxgHcmCUYQ1yXRp5tmWJJB7Q0XtEtWgWgjR1Yz4pWc/k3FbG0dLQVWYi5s/plmdsXiufYRP9P+Q95P1vnHt3+I5psW3X+zS35ySu/5WxRug9mlkqxmpHH+aczmFxRR1zM0d2XSAGQumIcWne0R4UbKg5MW4dse1Yc57oX5jFuxcT5VDkoat2fkVQetjHGiCDSpEJSORmvA1kS95Y60lZtWRWGT1k0BnVyxEYUp7qUL9ljQfbMgvDdican+5ykBj5ZGkH1sz/ze1nJ6/r8C72mt/4dv+9aH+SK/sPz7t7/t639vmcP8KWD83fqdAFaQ82MvvcXnF8/h7w4o7tzDv3WDsxc76OendMOI05MG7r5FcLwMt8qVgfwKyD2TUZPXckRpvMKO+lYyJblAZAKkxrVyTuY1ZvfrNN8TFJ4g7YC0jGYzONEUtqC4mfLy9V1cmfP7d6/jHPuPilNwXlLbnSOiDHW1RtSzkHZBEtmmmD+4gDxnvqKYXc0JunPmFwGlY5OdW7hjjTtd5t9oyLd7yNU2UVuRB5qymzJrSoRT0G7PuFQfEBc2Z/MKo6lPfu4jltTw0jFDEncEft+0Bz4Epmw3xzxVP2a/38LvF9ivfkCzuEbS9Ik6kvnNLvMVi/HNnNbmiMFFFX3uoAVMdiTB85dxHxqNp38uCE4s7Jlmtq1Iby6InizIKy55UNIKYy7VB7yTKZKFjRQa38pI2gWL6x3UPGe2ZgY4zkTgXQjimUfUctDSWBaLZs5UKMRyNCyrMZfDPg/rDaIgxO+bgvD66QbHizr3T9voYw/vQuIspahRzwyHZK6p7ENjN0OmJdNtlzy0yITR1aYNzeJGyrXtM86mFaKvNanvlXgnivdGK9yr9ng/WmM2CmhlgDKnkH7nLvXN55ltW8yvpZSWw9q0wLt7htOvMn6yRhZAeJzjnUcMb1UZNAJefmIX18q5d77JdKxIqyFWpqk9yHGGKc79c8rhCHVjB/DIqwW4JXKqzAXtgbuEh2jytRQvTIn7PpX7hnQVrWqSzRS3khB6KUmmSHZryEwj4pTFymPytms+Fsl/H+tl4O8AbwkhXl9+7b/BFM1fE0L8XeAB38Ll/18YmdJdjFTpP/vTniC0U36m81W+uHmdohUCIKYLnCmMhp45GcfmJRSeuY1FfJh7bqIsvL6mcE2iYNyUiNJBRZr6BwIrNbcs08jhrtOlTC0Dsy008y401icIoclOKvT+wDAnS7fLHzmXsVSB/5bP6tdjZGym6VkoGV8LKVzDxEzXUnyh0QtFaQvmzxh30fBpI5UqSwmWJtrMiDYEzrlFeCSW5HfFxdNVhF5aStEwts2dl1MQOik9b8YgDdiN2pSHAeGxxJ6bgQbLXmrhQFIXfDgIdfuS3aMOWWERj13UvKCcTk1sRgBFQ6Mi08oQhWA69xAzZXaE3YxkveCg6uGf9pb5RNB5K6f6R/s0rq6x7/oUvRwrMr72i6DO5UafZ9aO2Bu1GSceF4sQNTc5QlnVpJ2WtsY9guqDjKxqMV+1SKtL3/xGRNieMwyrqImF4+VEhYMlSwrftCycCcxuN7ivG9hTA4OJ1guiTRCJeT+0BHsucaYlap4/an9YiUAMTDyvlcDEV4QqZa02Yd9p4o4K6vfgoLrGL4z/CklsoyOL4TOapH2J1a/1cO6dYc9zhLZYWR9xpupMjh2sqMVs2+fiOXNBDE9B3nlA3b3C2cQhLRW2VVB2UwahQqSC6p7F6ldn8PV3yMsCq9kk7vmkdbCbCe3GjP6oQvkwwB2Y32vS0rhhSpYqau8p1r80QmQF/RdbDIVNWrdICVBTaWDh+yNI0qUq43Es8bFI/ntdWus/4Dv3MQF+5Dscr4H/8vt5jnHk8xuDT7DanPLwh9botj9BlpS4w5LWKwotFYVv8Gf5hoByiWBzS9IG6ENB416MO3YY3rCYbRnyeeNuRv0D42WOVgOSpiI/9HAigTM2t7fxZsonekfsjjvMF6D3DijjmLXQ5XxeJQ9MNpJzMKSsBsSNgPENSFcynGqK62bYkUPyoEL1UCIzzeCmzXyrhE5CPHZxDx38FKLtjO7WkFHDZ06IMzF9sXQlB1UiZgp7LAlOjK887ng80G2yUtKfhBR7FfwLYdIut0usToKlCtLIJm0pRCGQicA/NTpCUfjspxYUgvFVm0b54tKLXaIWAm+ksWc59kwRtyqEEeQBZF2oViJG3eV7H5TIRGJFJfnJKeLklEs8z+Cmj98vQEDcUVwLz/mB8D6/yid49f421oFH621NuD8jXg0olUVWL8kqBk7tPExRc5esIlmsWEwsj/mqkRN554IsrvB72U3KUuAJMzxBgDMyMSTOpGS2KSmuJmx1h4wjj9EwRJ472BOT+VO4FoVrWi5WbAqod2F6jjKzeCPYwqmmqBSsuKByWFBaLtlejSAx8SHFC1M6T03YW1lj/csbyESjZoJ54mA5BXFHMLniM74iUdcnFIVkeF7BnlxltuUCJV9+eIXZeQi5oLI2w7NzJpM2Ii/BVljrm8xv9phuKUpbk2cWRSlx3Jx5WJC0LEPXX1vg2DnJSUDjXo5+7x4iCPAv1cj3FSqSeMMCKzJmDzGcoJOU2n7+3U/C73FpPt55fqSWM4Tf+92XEE/MKJ+dc9Dz8U9MjK4zMdPjqCWJW0ab6Q6EgSikJoMcAfb5HBnljK9WyRolztTCO10g90/Ib2wyuaRIGuaWMTgxLMm0IlF9m9eOtygKiWxA/ombOA8uyOUyLVIJxjs248trJE2IVwtkK6EWJFiyZDwJcO74rLxd4J8uWKy6RCsWZT2DTOIc2zRvG/hyESjiFYVlaUrMcMSZQDqxyZeyEpkYq2h4WuD1JePc5SjumMTNfTOlnT8d8zeffY2b/hFfGj3BK8dbzLVvBiILBaeS4KLAnQgQDkmrZL4uyEKPrGJyyb0zQXAao4YR9twnOzG7zkVXkbRtRnkVe2Aid1OxhOum34JLiK+8zsruKroSsLjRpgjh2eCAJx3jjtEjB+9C4PdzrNMRnhDYM5vIL5hdEqiFS3iqULOC6v2Y8KHE6/tMLwW4Q03r3QitBOeDgLirUfFSqeAZQr09N4/tTkrO7YCDW1CvLvArCYtIUbiSYmmWsKcZ1UJjpcpElSyXPQMxV7idOfOVkqhrEx4lhCcZQoN7NKOoexyKKicvQNHImW44BOclzgSmhybqReSGru8OYXIcois5+aWSuO2R1UtwSpL36jQeCuIeqI0SIQz1Xc4TuLTJ+Wd6TK58qAwBfeRyPlcmDTSVZK2c6sqMleqMw2Hd5FGJgvIHnmR8yWd6yUS11PdSvIcT0l6F8Y2Q4ukrVA4zwvuPyWLExwOjj9SSScHq1wqOVYWsmyE/FLCvmJhVZ2zgIWoBLKDysMTvF8zWFNPLRihe1DxknGNPNfZYmoz2oz5aSMZXA8Y3zIlf3ZN4oxJnlBMc51QOFdPbNWbbZhd4/LJPuLOJlZmCPblWElyesNUYkZUW+2ctykOfvB+gU2hONLW9BP/eBdqSiJUehadN2Fm6jBLWpgfnjCTToyqiFFRGgvA0xz+OsAYztOcyfcKI7oUGt5/gnxRoWaG0FfYMKicFaSiZZBJbFBylTV472SS6V8MbSvQSYvJhdrvbz7FSh7hpkfsmw15FRkRuzzSLngM901/0BjnO6Rxn5IAIiboGtgEmykGmGGjxt/3eyskUvdlluqGgmnA3WeF2vMa9YRtqGbNnM5KGyzrreEdTKkcF8y1F0coZ3VREXUXlwKJzPEM8OKKx2CSrNIycp9TYZwuCM4csNNHAsjB/ShvSqqFIVd4+wT9pcTKuMnhe0epNkCszFosa3kDgjowH3x5GWFHAbNMlC4ycSktAadZrEz7oeGjpoi5maFFhvukhihDv9gmX/mXA8H6b2boEAWloXGX+kYWW5v32zzLCI407dplcdol3Epo3xlTdhN3jDl7fwV5ophXNerjgZFyl9qBE7x8iLm+xWBMk3Rx7ZNCDYiywFoZ9UHiarJ1zo31OqQXReIXKWLDoWpw/H5LeXOC6GfF7NYpdSbJW5eRTLuHL5/z4xvv89t4z+L/VgNf5cy+NeGwwZCHEX8G4ES3gn2qtf+FPfN/FuBt/AOgDP621vi+EaAO/AXwC+Gda67/3bf/n94E1YJn69SiS+M+8PtLFM6sqkobEPxOEDx0qxwVQcPGsRXI5Jjtzqd+F4MQUVTvSqPnS4xwajuf4IqC2G+H3DSXCHxQgJXqtQdwSRjjflzgTTVKV5K5N490F4g/foG07+H/1eU5fssgq2mTxLC1tYiXhBzd3qaqYf7N/E/vNkNWvJzjnc8rAIa2b4pOtN8mqNpNti3Qt5dLKkEVmc543mMZGpoIA91wh0+VUvCLxLPnIN17vr5L96GUKB2ReYvWneEMfKzEnrSg0wXlO5Y7DP7c+CYB74FA9NcVQFiZZU0tY9GycmYUzybFnBWldETeWAW1CkLQE4xuSIixxBpLuNxXeuyPYm9KebDC73mC2ZihAgCH1xPmj4ileeIrzF2tEK4KkVaILyS+/+0myuQOl4MrlU/7TzT/ktad3+F3xCbY/5xOcpFTv+0yFoghL4lWNFVuUnkJkGUXgML4K+UpKHgQ079gmrG2lIMkFpWOspWYXr1ms2rgnVUSU4Q1KplNF0rQNSd0xwXOlbTNfq+GNlhT65STcSkvsqSY4sPmg3sPe9Wh+yUzUba5x/h/65G1B98vbdH9vj9YXp7jPbzHdVuS+QBYaZ2RcXmgoXYmV5NiLEiuxkHZJL5zhyBwhTE866gr0SkzdidiP23j9nHKxQM0j7Ak4Awt7JsxOVhrpmRVD6Qjq9QUv1g/4YNFDLMzgLvcF0WbGzbUzxonHuVUjrUoWXYvoiZifv/5v+VuVMf+w+xqfln/HpJn/OZeJHv7zlxMhhAX8T8B/gFHofEMI8Tta63e/7bC/Cwy11teEEH8b+O+BnwZi4B9iIoa/U8zwzywjiB/L+kgXzyLUjK+ZiWntQU743jk69BjeaCKVkbV4AxOfMF+xSKoSURr/edlJqNQjJoMmXt/BSktkauILsp0eWUWhYk39jiA8Ndq60TVJaQu8QYjzBugsJXg4x7lRB2EwbFasQUiE0OxO2+yetXFfqbDxlTnq7hGiEpD0QiaXbHLfyF20JVisaTbWB/y19bdYFC6fs57kKDaZS6JkufMzJ9P4qiRphqydG/BGfnyCO9k2Q5Smi5ObaOSsotEKpnOFPTP6P2tg6PkyMwJ+E0dsnEtJQxD1BNqycMYWMjG9zDwwRVtmkDQ1cmdOrz7j+LTB/Mil0msi4gQxnOD2A+arPnmgsRKzYy3qHsUP/wAXz7pMn09YWz1F5IpoUEFeONgfOPgLiLuackewqsZc90/57U5B3HZwRjnusCT3JIX/oSbXhB7J1R7DKz6Np/s83z3kC+NnCI8tcl8Qbk1ZrU3Z7XWQhx5aabQF4yuSLGguX49AJpr5WWi8+WNJFmrmOwWykqH7Lv6JCeKTy5BV7yKmcVeihW+ynZZADn1whNgK+Ucv/p/8d/WfwBtuU33r7FHborTNxVWlBrRcuILphkKsm7ZAVtGUM5v3j3u4bk6RSkrX3NrrkcM7zhpl30GrErW6QtGpoSJNeAjOxKgwsoq5yMlCEyvoVWbc8g8ZF76xmZbmYioXFseTGlFigzAxIrmB4vO54dN8wv09WpbFf7TzJm8+lrNVPC6e5yeBu1rrXYClOucngW8vnj8J/LfLf/8G8D8KIYTWeg78gRDi2uP4Qf609ZEunghNFhqtYlqR2JtNsooiCzVFKvEnAndcLMXfZmKbpSav3K8k3Gif81qvRla1kJkmDwRpQ5CGvnHbDDXBkbl1Gz7XJNrOsCoZs/s+rW/7MWSGmeK7gqglma9rlCq4fXed1iuK3tdHyOGUYmeV8fWQ6ZYk7mgQJc5YLjPSNR1/zo9X3sFC089CDo9aFJGNyFnqKM2uIbmSkD1RIopVVk4vKKdT7FlB4Sgm2zZ2R7HoSvJqgQ4LRlUJTkm1PacmS4b9CqWykamRXFmJ2ZWLUpA2SuztOW4QY1sFnsoZLnxG+w38I8vsQEtBYJvkz8GziqTZpHLYoPIwRRYlamFiTqzIiP1H133OP1nwU5/+Kn+j8QqHeZNfP3+Ji+M64ZGkca9A5ppparH/7ho/N/5p0lTh9C0WXYgbDqWC4FTjX+Q4kwxrliCnEcnlDoNnBP/Fzit01ITPW0/jTEpUQ1AJIv7m+qvcbqzyheoNpnMPCkEcKJKOxIoNNSg4FsgHaklNgvlmyY3rR/zoynu8Or7E125fwRoaaru2FFoEFLZhh367iFynKUUuedE94Kevv8avfOIvgehR2GZXL4tltElsoBtZuAzca2hKW6MWgvq7CqiwWNfQKNBSEx5BfReSRkipDMZw8eNXTGyLB9V9TeP9KXIaU9YDsppD0lREXcvEbWdNprmHFiYwzp1ogkPJ2K6jwxxWUsqtEksV6IXN57/+NP/OvUVrbUzNSx7Lqar5vhxGHSHEt+8Af3FpjoHv7ET8kwyMR8dorXMhxBhoAxd/yvP+70KIAqNN/0fLIfafeX2ki6dIJP6pSUAcPCW4eM6l9DRlPYVMmsb+8pZURSam1Rvk5J7NbOHQj0NkLFFRsTzOIg/Mlbu0wV5A2nDIQ8ViRWKFCVKYAma1W5TjCWnbp3ANSCHuCNJuTqU7J0kUwZ5N84MYbQmGn95gdG1p3YsN9MPsAA1JPg8kR7MaJ3mVhrVglPmIhYVMTNEvHZa3jea112tzppc8eje2EW9+gD2KUZFDVhVkoTBi55GkjCR5rWBrs8+Prb3HRVbhX8+exrlw8foatdC40wJnlGPPLLLAZtZTvLRzwCeru6Ra8TunzzEqm6gFWKlgfuqzL5r4XsbW1XP8JzJ2TzvE3whov5UQnOd8+NEpbcH4Orz8/B1+pvlH3Mu6/NLxZ3l7fx33WOENTJ+18CQyh9pdibhdw5UGfxe3zOtWCwjOC8K3jsgfHhobtucxfXmN8OaQ/6T+Fg9zhfZKct/cpj88afKb9gssModSC6phzDxy0EMHd2Ch5uBdaMJTY0+MOhazqqT0S0oEs8JDorG8nKIiKN2SSUcSrRpakd5csHjSQsvP0P38AflaEz1w+WfDzzLPXbLNlP7cfWTZteJvofuspMSeS0CShaY9FB5pWu9EaCU58T3ytZy0vnxf7kzQUpK2PWYbDsNb0H7mDEuWDPQqnW/kFHfuIVwX99oOeVBHLeBwv80/TV4mTm3UxEIW4MxKwmPIA4v4UsH6xoBPd+/TtBf85v3niPbaNO4Kknqbo/XHd75+HzvPC631S/8v3/tenIjfk1vxT6yf0VofLiFG/wIjs/zlP+X/fNf1kS6eMgVvoJltCvS1OZvtMfPU4aJfxT5SBOcl9thcOUXpIQq9LJJQLhQHZy38U4EzTNG2RMVG2qQtiNuC2Y5GCwuZGg5nMbUpc3O1n3/mGjIrWazYjyDEeTsnbC8oS0FxFNA4MpKX0Qs1Bs+VUIvx7np0X88J9iZk3YDx5W/FMVz0q/x6/5PUVMQ3TzZxz4xVLupBtFICRpuqThwGcQMvEuRVFyf0EYMZleOAeWEE5UTgn5rCHLcUB3T5ssoQQlP0Xeq7JbW7M6PfrDiGjTpOaGmfpOVzb71D15nywazHO7sb+OcfwolBxoLyYcDU06QriqvdCzw/RcsAe5YhkgItArKKJK2a9oEUJf/H6FP8q3tPk9+tYhdGAxp3THxy0oSkUyJTIylCFZm4CgAAIABJREFUQO6b3Zh/ZiRC9rRAV4NHv/8yjskqsNUY0bFCSuasbAzpP9VDxeC/73H21W1UBPm6YHEthVxQu2dRv58/wvRZcUnpSHLXcAPUxOLuB2sc9Bu4To5llchaiuuZSdjc9RBCs9qaENgZdz+zSlLfRhaAKnhrtM5OZcCN7RM+UD2yBx7BsbHaaktQWho7KVGLgtxzDCVeCUSuwRJGlF/TVOsRaZDRf7ZC0mjg9w2Htb4bkzR9vBdyfmLtHf63pyqM32/SmG2hA4/pjQbTLbMRcE8V80ETLczATwuNKA342JlIkrnFaO5zXK1TUQl1P2YWmCgQ/6JElI+PJP+YvO3fixPxw2MeCiEUUAcG3/3n04fLv6dCiF/BtAf+/1s8Wbpi0kbJRnNK011w2K/j7nrUdjXV/Rjr8AK0xlYrzLaMQ2a2BVgafe7ijjSla5HW1COeZ+lA3Cuobk1oBhFHgxr6MMA7Ught+IsHl4153Bkb6Yo9FWjbYp6FqJlFeCLQUi8JSqArOXLo0LhTUnntIcVFH1l70pDG26YXp+eKV062sFXB7LRC7UMEnleiOjGR8KjuWlT3IA/MbeZixUE+dRmRFVBiTlBppCsq1mYQkWq0pfgg2US0EpAwX5XILDQAlaaFKI3ls1Tm5y4RvDdd5Ru3L1N9xyRYzi8XqFZMPnEI9s0wKzus8l43xJ5KVm7nqId9tO8idIDQBrgSHEu+/O4NM/g6cLAKSK4krKyMmCw8JguHjd6IH1q9wzj3eeV8m8EsID0PaH5F0vrcLsXpGfrl5zn7Cx28Wy3qX3uIjiK8oeate5v8/cqLTHKfwTikaJUUkaB2D1Y+f0Tx8JjqDz7Dw8AM6er7Rq0wvRyyWJF4A0nlMKV5Jyc8s8k9QVqxmF2qMr8esdo2NqRJ7DKfeuiFQgNHSQsRW/jH1jKsDahk1JyYG8EJN4ITApXyzcUO2dQ2zjAJMrOWzEyIupK4U1IE5bJo+pSWgS5PJz62m9N49oLeZ2bcOe5R+0JA71ffYfOgwd3uBu//SJ+dzoC950PScNOoTXqCrGp87Co24JvC1+buqC2w5xYq+RDDJ4keVvnqxTW+Xr1EESvcRJCGIMqlZfQxLDMweiz2zG8A14UQl4FD4G8D//GfOOZDF+NXgZ8CvvDdbsGXBbahtb5YWsr/OvDv/rw/6P8HiieUtZzAThnEIcVJQO3QXFkL18JqN0DCbDvg4jlBupoh7BIxtvFODR58cskhrRuEm1Zmx0MtI3DNPbIuJdZCEJyaqWu8WvLSc3fZ8od87uAJ4vcbJiZiZo6TuSCrQbQChW+iDfxdl+BI41+kFKtN8uurTHZcChfU3Oy0SkcyX7hYqkRkYgnrAKTJvLYiSXBW4l/kxC3FdFsyuCUZXwlQkTm2cJd0+hTyUDC3zI4RAd65JNEuNDImt0rmmxaikBSe2eHlgUJLQb4T8XzzIfdmHbwHDtWDgtE1i97lPs+0j/nKwWX0gY1aaIN9mxt6e7g7oji/QO5s/d/svXmQpddZ5vk759u/u9/Mm/taWatUKlVptWS7JduyaRvZxuyboWkYxk3TMx09NB0wA0wTQ0/PRDS7wUADPdCAx8Y2YKa9yJYt2dpdkkq1L1mVVblvd1++/cwfJ12ymXYHhvpDTOhEKKIqlXnr5r33e79z3vd5fg9RQQ/XnEaKtx0zuGHpCAsL2vszHjp8iUerp7gYjHO5P8IjlXN8b36bG0mfX+Nhngj3E7cMymfbpJtaMRLnTepv1FlSrflZRr8SkFsNGf+MwxdeuB8ZQTXUsOfBiLbjxmNlrCQlcCRGpKVTMlSEwy67dwiisQjzGQvzS6+gkgQXMIpF4hMLJJ5HWLOpOz5JbJDUXYyuRHkZqpAg+iaFywZD5yNEqmjN2wQjNue2R2lHLqbMWGpUkD2NBYxKEBczlAlGXzvY4nxGVouw3YSkYNDxHeymxF+TmFccwrJLcH/MT049zsZYiV/cfR+jny6SLN1g+NQET0wdoFAaEA8nNA2tyDAHuo8LWt8aFxRxKQU3JXUtzL7EresTmEKrEMxdE7lh4QTgNHR7QUO9b93FeitE8ns9zJ8EPoOWKv2BUuqsEOIXga8opf4KbQv/YyHEFfSO83tvPgshloAiYAshvg14B3Ad+Mxe4TTQhfP3/r7P9TVdPEUKZg9IJEoJwtTQQxBH0Jo3iHMG5sDBCGEwokhmAlw3IdzyKVzVuTaJp+/UiaeQqSAzFWkuQ0jFdr1IGhoQSay9m6bdVlgNSaYE9+avMZi0+WzvCMGWsxdpDLGdIYdChstdml0PdTFP+XKGuxMTVkx2by8xGFWaUrSiyK8lxL6kIQ2CIZM0zRCpIHFfJXlnOw6lG4LCUh8ZZwyGTc0VrcUQC0QkNYNRCexdidfRoW1hRetQZSJwGuDuCFLH0f52CwbjKd5kl2BgE/Q8jAAQsDyocG5jjOJ1hdNIyByDsVyHnBliGBlBQdFH73Blone8otNHhSHKMemPaDmYSKF8po13ZYBybOKxAnHBY6lT5Wq+xrXBMNfaQ7xozbJgbfHC4HY+vXgEdTlPflUg1KvMzqho4OT6nJhY4SU5xbpVYOhcQnGxS+X5DmQZabVI42iR/gR096Wsujm8LV/79j2FiaA/qqfb0USE4SbktuTXxTCLUpHWvKuHMVcM5Nki+Z7ay7QSNI9lnFi4QT+xWezMUL4qsRsRbiOjeNkgu15hNavo6baCUqj0a13T+fVeISQMLJJdB7MvEBsOcd5CGQozFLg7ULkc4653iYZ9VnJlPjZ+D28oLjK+f5uVb5+hvDhBWBTYSy59z0FaOhJGRpLS1YzShTaZa9La79OZlqS+RHkpyktJfIm5rvC3FXFeMphKyXywGgbetnaQyVjtRZX8vWYmN5ceGN2iXaxS/wVt5/7ar/381/w54FXb99/82blv8LB335In9zXrNV08ZaLIbaT0Jww2xgokqWZWRkXozyRMzO0QxCb1jRKyZ6DaNmHdwV+T5NY1LDbO6ZgDI9THqLQIoqR3AsGuh9GTpOWEZCqhH7mUrmQUrwpO1uYxZUaSSSw7IfBNRCQR6R4yzsjIlCaPuwOBSDNSz6A/LOlN6owguWthdcFb7mAXXPo1n3jLvomcS3KKuJIivBS5bWP2FUneIqiYtOYlSSmBQGI39BQ88RUiFeRWoPZSB3nxOmK4SvvOUXpjeqpfvhpgvbRI2m5jHFzg8o+O8IHDX6ZgDPi30XuoPmchT3q8tHQIf0NQvtgjyZlERT1EeXl3iu52DsNQRBWFjAT+usDbjsl2dVspKXl05jOs2R4b0z6pXaV6qgGLyxiLS0yGt3HDm+R3DlRJWxb+ssknC+P85eydZLHEu+jgbyiUVNSPlfAm78VqxbpQv1jgmdYCxeEewfEum7kcpXIBp5OjO2bQnVEkQwlWIcQEBqmPjDUYWcZ72s8hnUBAJBHbHmY/uvmZMicnuPzPpincsUtno8TIl0yGntuGegsqRThRo5kJxrwONbvD9YUq9XoBd0cH+lk9Re5KjLM1IHNNwiGHsCQJS2LP+CCwzJTElNAXlC5pO2h3wiAc0icAfyvD2dZsTmUICtfhi188xhMz+ynkB/CWBqv3O6hNl8I1gVtX9Ecl3dlUS5tShdxuIoUgl7PIDBuRSfqGCb6Of3Z3Y9wrW+TWaqw/4NKfi3W2k2EgE10wM4tbyvN83WH0GltWL8PdMWhvFCADv6XvbsJLmC402Q1yNKIK3vpeuqSjj7dBRWCEgszS4mKZat976imKxYEG2bYcMlPiFkOmqk2uhGO42xb+doa/ZPGctQ9pp6iWjdnRsFwjACUlcTvHTs5DRpqj2RvXAmUZ63iIgaHBzINhiTNd0PndgcLd0umUqa2THt3hAVJmDLomwZBBXLDpjyni0QgUuMs2uVV9BAsr+nf0t1Pk1VXSdhvabQo7dcJvv53mIUhyHuNn96DQG9tYCx7/onIdgGeOnuWlJ44zdKZPXLAwBwkySOgd8KEW0A5drl8dIXfNJDP37I5tQWE5xV3aJY0ijFqN5rxLbn+THzvwNDcWqnyiepxguMpo3sE4fRVjq423kSPOO+S2JWPPBVjNgPbBIv2ahpeYA6077UwI2vss7IZFcTll7PmQzrrN9n0Fhmea7M6YNKXOUbr97qv88PjTXI+G+YvVO1m+PkxuXVK8nmG3EpSwieZjSuUejfUiuauaZhUMWZiP3kdUlGzdC9/+0LO8u/wSv1l5G2evHqJUzWGaBtFIjigvsBoGn7tyCNfThCLPgf6oHiQaARiRiVAecc6gNyqJC+ImlIZAEicGUioyBXZPT96VKfXRGgMzzBBxSjBRoD1jIlIYfSEjOu/TOuCTP7bLsalVTmVTmOdcCtdDUA79CUFSTOnMmDiNcYxARxGbobalosDOR4RDBsoQJNeXMa4vM6FOsGp6xAUdG/3VE5Qy9H+3Yt1Kh9E/lPWaLp6ppaMk7KYid83UXvUOWiicSBYbw+xsFSmfNSjeSDRG7SBkEwH9roW3qvOsM0sXgsyEzNO7SWL9eMrJ8N2QIbfH+lCf/ngRkWrxt3fN1tPaPQG11dU0etDwkKioJ55JXtH3IbcsGD4zwOjFtA7mqd8m6MxnRCULp66PvmYfPXkeyrBqA1w7pt3Z2wE7mo4Tj8RIO4Ud5yZSLS7sDQmA9oyBcd8C7mNtfRx1HHaPKz723l9DCsW3HfiXHPqDEbpzBX7+jo/efD33eTuc62SY9R5RqUx30iFZcGntB9tNuH6txtiTksJSj8Zhn/a8/jmZKNJKjnjuTpr7beonUt45eY03+5fw8wmH71rno+N3c2lumuqRo8gU2gcUcmJAFPuYrZDs5XPkX4bi0cOkRUdPhDsOcc6iO5sRjGVklsnoV2LKlweEFZ8duwixdlGpasy7aqd5xN/kg8E4y0vDFC5amhC/GWJt90j8Cp19Ni2pKJ63mPzrdUSSsv7OSZqPJhye3mDWDvCNiLW4wrTX4IUDEavkQOQIK7q4OHWB/aSPEfp4MWSm0hDjcoayMjLHpDdmk+QgqO3Fs/SlpjMlAiEUs0NNrmWCepDHDCS9gxHTk7ssLw1jDBRifRcxkiMqC6y2onChhVhZp3zbHDfSIS4d1YDvxNU3W7ubYTdMAlsxqCl2jukImWyv+MV5oJgwUW2x68Q0DlQYe9IlCwLM585TmjxO47DQgBdfH9eVRBO4btF6PQDuNbQyBzpTBnZH4TS1yD2s6sJjuCm79TzeNZvicoLdiWnPmqSjIQcnt7i2PUS2lQcFwUSCXQlIWg5W3STaLhHYIG0dghWnBpv9AkpBXM4YRDqXyG7q5xHnIa7sBdIp3edK9iRPN+/iUhdH+0addHmVUnqI7kSJuJwRlfQxHQRRGQazMcWRLlIommtF8ldN/A2FEescn2jH1kOHQHNH2/sgnRmQzwekmSRMJDfusnDvuY/quZTeuMGPv+0xjjsOAP/sbY/xkVPvwAgVH9m8h+8tPEaoYn7/rx9hYbFJ644h1r4loTzcpNXIQcdELeaZeFGR/8izABjzbyCeibCLAWuVEla7xGAqYWx2izv8HltBnt/efpgJp8WUXefbx1/iGb/NM+NzxKHJ9GiD+eIuz9sz7NxVZGRthHRzi+zMhZsiPQeY2L6DG14B574m4bDJulWkcinV/erFPX5nDEra/M7lN/OfrAfYPVNj+IIm0zcPCdpzHuVFB6eZUjtpIDKHymcukO61GVJnittm1pnJNfjU6aO8vHKIqKRQuQRzx0JJiCoZcqpP3Lfx122KSwl2Ux/3o6pNVLR028diL1hNC+JlKMlkhthrHYpEIKXiaHmN49UVPpc7SH2rSKHawzETSAVWOyLd3sZb9HGnJ/a89BIVhFirdcqXPLbzBRiK6CxkKMPFaSjcnT3bqqVPWGFFx358FT+oIslmq4BjJbQOp/jvvpPS5y6hEm0PTXxJOKbh0/6GdhwFw7eo56kgvkWyp38o6zVdPJWdaSfGmpaADEYU6VRArhAQRSZRw8cY7CU2FrQNjbbJ4kaNdNvFCyCoZRw5tMKk3+Jzr9xG8QrkVxN64ybtBUGUhyCw2IiLhH0LkQgdCretsHsZvTGD/lxMbapJq+sxWPEx+gKEHtLIvV1pZumCGs1UsVybsOpihOBs6xwaM9A3g7Cqkz2/WjjLZ0yKN5KbWUr5OENZktg3iQsGgyEt6PdzIRV/QD+2MLwMvxrTqHiszhZwS33ekj8H6OP6hz77dg5++BRZv09r427uuOsnKC+mzH/8GeTYKOs/VuQTb/0gBRnzA2f/Cb1zI1TPJfhfOPvVjDAST3B0bo1vqZ3lT717Wd8qMznS5NjQGmfq46xcGUH2JelwxMGZTRaKO/QSG9+N6KaS7U6OXmQjpWL3npSwsp+h87P4zy+Rbm+/+h6/cJriwTfQPmGyv7bD6X0ebt3E28nwNyRBTRCVFWk+o7lexNk0KS/p4LPmG0K+/84XyJTgz168j9qTFqWrAdZO92bhNEZH6E1lVJ0ez67PMvq4SfW5TeKJEoOajb/ax9xuE+wbYvPuPCKvxe6ZLYhLtkbDoW+MRiAQsYG7A7nNjNjTNtjU0z1pGet4lp5V4ExxgjcMX2Oy2Ka+XqJ/ucxVs4S3K0n9FKdcgiwjt5kQFQwGkznE6FGiksmgJkFmuLkIr9qlXiziXbNxtxVOQxsqopLumWeVGEIDd82kcFWiTIvehEJVE3aOm1jd/eReXsZuJoDN2HSd9pBLxysgEkFSe7Uf/Pe6VrllOs9/MOs1XTxBE9ETX/eb4pGYSqlPt+eiln38XV3oorzEC1KKSwlm32Aw4t/M5TEn+zxSu0Ar1Y4et5FhhNnedDaDWJBs+iToD79Tl5QvpxRf2UbECckbJ7CKEe+YvMBmWOSL6QHSdRe7qdmamaEHOWkxpeMaxDkPI9SupMzShdUIv5o3pG2YydU8QU8wvKKwOyntaZNgxMQYQG5Ni5zDiiS1we4oSpeh1y9zfSSPyARGV+7pQxUUEkq5AX9af4B/36tw8VMH2P+/P32zCJqfP8nE5199PYPbppg9vMFxx+HJwGFrcYj5kyHOjQZKfv2Hf6Nb4BlrgfXFGvlFg83RUT4zUUJsOlQv6D5fy7Tojtucb46yulsibrqYLQNagiCBsKww5gbYDzW5frDE8Oh+Rj5lkKxvACBME7uXEazmORtY2FsmbkNLvoSy6U0ZxDMh4yNN6p0cUT9H65DA3N/hfz36ad6bX+aZoMwnq0cZjJYBl+ywi3rzMACdOVg4sUzN7tLYKHLg6gA2d5BDeZxGgnzhLGmSYF25Rs26l8Z+aw+goguit5titxLsjsEgkmS+5gmEBUFQEwTDe1K1LYFT1zfc3LpkMZime4d2Pll1k+oZLUwfVGHnmIO17zaclsLqaKlXVDJpHjHoT2Wocohhp5hmihRguglRyUTG2lmV2hCVFVkpQZoZxobN8OmU4otrICWN+8bZusfUus+qgR/HOItbFJZm2J4oIIWOI5YxEN26gneLvO3/YNZruniKSGI3NTgjdRXCzGjW8/gXHKrntfSkP6IFzN7mAGO3g9kfIiw7BDV9pHHNlNPdSS43a9hNSVBWNA46DA5pZ5J/ySG3pncyia+ZmYWLLdLLVwEoDxepHy3w1PA+claEUjrLJ7eiMGJFe04ip/pMVdtstfP08x5IheElpAMTo2kSR3ui9q6gcEMPfJydCBml1G/P0/tHXb7z0Mtc6Izy0uIM0sqYG9ulOXAJvjzMyMkQu2uxa+mJb+GaxtAlrqR5wGbLKvKZ3hGSq3kmX46Rru51CdNEVioIx0Z5DtFUma17HMy+xw8uPczz12cZeVbgrHeIx0qEtw3j3+hhbDfxd1I2XxrmeTnMzJcTchc2ad85ys4xby+NNKM3LrGnujwyfpGNsEiz79FJDRLA3zApX0mIc5It28W6rUt1vMXu8QqJv4/StWmc7YA4b9Mf0iFuND3yKwqnmSCiDLOXYjcNgpbFtp0nbjuYsSCuxbx5aglDKH5q9REev3QQ74yH1YPWATAOd5gbqtMOXWRiIoTi6a15/GsW5m4Dxmps3ZMnGIZx4zj24y9jjI+xO24yGH31GGz2BN4u2GstPLdKe15bYQepQTAEHOhy29gWl7dqxN0C/oZ2CDl1QVhyaO7zOFTbYqM8hIwlbiOhN2rTORFQKA5oLJUY/7Ikd24Dx3UYDNfo7suoVLsYUhHEJo1WjqxuY/fF3ulGXwtJQcOm2XUoX4Ti88skq2vIXA6rN4rVNYkLirAkyebGke0B+bWU6IyPkuBt6UDFQcu6JdfqrZQq/UNZr+niKWNwd/XuTmSgBiZW3WDoTEL+3BbhTJXuuIGhQHYDlCHpTNt0jsRIN0GuuiTnijy5fDtGIPB3IawKojv6vGn+Ks9en8Nft6lc6BEOOfRGTOyeQmSvwn2N1R3GnvXZCCYJZiPNxYwFXj3BCDI6MzblwoCiE7ASVhCB1LvBQp/IM+kZHmksEZHE2EOGObsxZjtA2SaJL5iotjmeu856WEKaGUOVLt82fop6kuOPhx8iLpgMhiXM95BSEdXzsPFVJYJACZfUd8hsxfX3Cviuo4ieQW7ZoHIxwW4n9EdtemOSzIDgxSonRRWvAU47YTBdpLlgE1ah5BeodPr413tUcgVSR+Bu9kEpgrIkmIp19pMyiUqKar7PvLPNjL3Lfn+LWXuHa+EIH+ItFJcEbj3B27TZLFX0e5oIulOKsGLhbZoYoR6GaRul7h13Ji3AwgwVuc0MpyXJjBz+TorZi2gesHk8OcIT+QPY5zwmzyT4q23CYY+4YBFGJpvdPI3rFQpXDDZjvQsdOx+iltfIji7QPBHxzmNn+MzCEcpz9yIyaO2HpKJvysJNiQcmgzWDvNDs1cxSYGeI1MAIBCkw4zfolB1Wivk9uZKljRbDijtHN/j+0efoxQ7rl2eQqUGch4NTm7x77BX+b+8e+mfGyC2vQZYyGieIZJzduII/3aGa6yOFotO0kaHA2MPuCSWQiQEYuFuC0uIA1elijI4QH5ykN6ptv8oQ9GYU12tF7GYRGeuBqxEqvHqGEShkeqt2nq8f219TS8mvb86LSOgkx0CL07Tdbc+rPllkMGKx/UDK3Yev8eK1GapnwdtJaM+ZxIU9PJwUZKkgykxsOyWoCdqhT5TXsiYjUoRjBYzKcQDSIMa/0WPIzLNtWkS1dE83qnC2Brg7FtubJXYbeYwbLlYoCCxFlJgMBjb0TBAKZSiisqI9L+mPejhNl9x6TG4jZfXFcX6++R6SGzkq5wXdMY8PBW+ikhsgY40Tay9kHB7bZqVVIpUQFg0yUwM1xp6LUKZg7Y0mb33jWd5WPsdvXnsLzZUxvM1A9+1GtI7UaeiB12BYu6R2jmpSfFzUmk63ntzkiBbdO2nt9+nN5sn25akfU9x/2yKNwOfKYAqnIdm8OswH04c5VN3iR0a/xNu8FPItfq/wJqyegUgVYUXhVQYMtnycXYky9XsrYyjeCOEGRCWT1BKERUnzEGSTAaruUDknyK+l2I0Ia7MNOw1GN0ew2xWCIQuru+cKG9GpovnlDCV8BqbP9MsJ/uOnQEqYn0QkGcowCIdd7tx/g9+afJYPFy/ys43v1qaKHVANS5ONpgVWKaQ7kyO3USEqGdrQEEv8DUHxRkI9yvOZ9AhCZnroVBakrv6+qJYw4bUoyAE5K9ROIE+S+or9hR3enT9POGnxO3NjjI7WSNY3SK4uMby2QWH5dlYfKuI92OIt85d4urCPxWwCb10npWoY9R4Nv690z/XoPJ1Zj+6UPqnlVjNSR1C/Q5E70qAf2CSrPlZXXy/dGal7uLcyt/31Y/trZ2UWN3PHkaAsReIr4oKJa2l9XGZAMAzbnkN/MmPfft1Lcy+7DJ3cISl79MdNwrGY3FULf12RnfZ4Pp0nVxowON6ne8SAwMC/YeI22Mt115ZOd1eRW0/3aOuCtKdjDYwwRYYxXj3DvWGTujreOPV0P6m7k8NZN7GbgrCiiMZj5FQI+xIGscFgKUdhWVF6dhlzMMl2q4DXgvJiQH7dYDcssV0qUljWv785EJxfnKBw3mb8ZEDqSBoHdUH0brQQnT6FqRm+dH0fT1zdT+6pHKPnQ/oTHjt3GIRDKe62xN9QRAVBd1+KKEVkfROzpV9Luwn+hU2+6sURz5yi2jlMPOwzqOlhWiPwiTJtR7Rb4DQMguvDPD1VYfxNLd7mvcRn+xaFpzyszz6NPHqY/NEuv3X0T/m5a9/G6to0Mtor1ikYX3gRAG/v3yzdfojdu0v86J3PsBxUeMw8RuKbyNgkM33M/ih2V7NcrY5iMCrYOSFQOYW9aWE3BEEtwxgfsO75TEZHMIOU1rxLZkHhRpHWnMV3DF8A4HsLDf7nSoTddsltJshYkdqSemzSPZSRFTKCqqE1utsSIzBxGxnudkDJ9kg8n7iYaUmcAezxOa2GwWeuHuFUeZKlayMMbenUACUFjowZljb3+1f44NxD9E5M42xs6t1tEGB97iT7Ng5zYWyc75t8nvHxJr/b82mlFa3ayLgZaBcVIc7ZyNimP65tmv6qQWElxOjFxLkizVJeT/kDQVxU5OZaHB9dpR15XNqu3ZJrVU/bX48e/qbWHvn5K8CqUurRPUP/h4Eq8CLwfqVU9I3Q+f/NB5fa9ibjPTGvnZHmtD1TBCHOdh9zUKIzlhGMZ7hDAyyZcmZ9nPK1DNEb0L+tgjrU41Btl8XGDKWrCvdSihIO3QVJYaRLrhKxuVXCCE3Mgfb8BsOCcEjjzxJXxxlnFthNidPUNKX+bIneqEHiavBHkt97voHE2ZWUFjOMKKNpG8SmopAf4FkJu50c9AXOSotkdQ1r/6im5ldBZFq/hwCnKcivaRmWUC6pZTHyzA7puUvYBxfYuWOU/jgghzH7SoNNqQrkAAAgAElEQVSOL+cZez6l8OINWvdNsu+nzvOl2ScBeMvZ97L6lQnNfbQyaNp4mwYyRoN6LVCO/XVvQXbmAgZQOrhAUBnhsjMJEtwdPbRSQmfrOLsGz2zN81T5JL+6/HbGH9sgBdTFq8yVS7zBNZjL19luTaNMGBwOaUUu5b/xlqdnL4K8j0fyZ9n1c3x5bB/9XpE0lzE026DsDbi6Nox/2qNwQw9r5HDIfXNLXBkfpt7K8Z1HXub/GH2Z7psD3n3v93BlZZhcqU0UmoQv5jRsWbxq1xwZbhP4HqkjSVx93CXj5jDFiBSFyy28LY/epAMKBmOuzrrqowc5ew8nUn2zk7EgjPOs2HkK2wKnpXenRig4uTvDn+dusJMUEQK6kybWG+/EXty4OUjLzlxg6PkHePzoYe4tXqfohjSKCZm/l4wqFcLKSFJB5tjYTT3AU5YizivivIm11aV8JUYoW0NlQkXrgGC00OXRoVNsJ0U68Qku/q2v9m+8XhfJ/93W/wicR5vxQSPxf0Up9WEhxIfQyPzf5huj87/hErHOKRIZiBhIBcpUxJ5EWaY+hkmQtYBqqYcUivV2kXg1hxko0pEy/ZrENFOCRE9RE0dgtzLKiylWx2IwWqGfz3Dr2tIJmkgU1NKb1MCwqouLSMHf0AL65j6L9sGM/FyDITtmp5kn3naxOgJ3R1JcysitBkRlzSJQfYP6oIzVMvDWBdULEWplHaNWY+uoh3dbg4IbsloeQoQSZWc4G6ZOsTxznaHtYeKqD9sNAJRrMRjLeMODF7jzPctUjR6LwQgf/ewbyT99DZWlrL035st7hRPgx2a+zM9d+E7cTYPKBZPKuS5GvUvrxAgbDwqi8ZiN3gi1S4v/n/dCrW7gtGqUz0u8XYXV1bra1iGFGNGCVMtIeWGwj/rAp7pH61FxxNn1cf5iPM8Tjx9j4Q9OEb3hMKV/3MCbijHnZkiWbtz8d4zhIexKQITBdqI/Upmp2x5FN+BYeZUkk2ydm6R4pUt+2WTF97lWreKaCbVKh+8rPwc45KXLHx/6E36l+o+YdJosBUN8eukeiovw0bW7+UB5FYCa32PJ0RDizozW+ipX983VwMGIFNkrF5BAeXSE/j2ztOZ1OJ/ZA7eZoQSEJUlU0jAb3cMV2E1trohymkvr1GHz6Ql+4eq3g5VhbenEga17fOSd+6i9PIZ4SocKla+EPHNtH/1pm9bARZgZmFrPKQYGKhFgZ5DpiG27LeiYkng6ZE06DJWGcOsppasxIlUkvkFvYLDb83mhu4/F7jDXVm7NzhNeP7Z/U0sIMQV8K/BLwL8SQgjgrbyKkPq/0Lj83+Ybo/O/oUrXCCG3nmlqkNIRG6mjiEqC7u01ElcS1BQ5P8Q1E+o9n37HQSgtrk+tnNZgniqxmi9ihOylRVr4OxmVKxGl64LYlxix3jq0p006x0MK5T69KyX8DUVcEIS1DBnowgnQnVM8cN8F3jl0muc6+/hs9zBpKLA6ArOr43Cb+z3CqiDxFd66SeG6onK6jbhyAzUYICfH2X3zJM1jMTUrYW2rjNnYi/T1E5KcQeIZ2JmCJCUuWqQnZrEbY3SnfNJcxgPlRf55WYO3L/mLfMR4EKQgnZ/kvoWlr3s9f+n0O8ldNyheTyk9doG02SIF+t8yTvXADpOFFufyo6TOg4z/5vNfB9MI3nwbW/doSc7YYxukV65RfNe9dN4c8+/v+TjbSYEvNw+wHpV54+hV/uqH7+fAHwmUKREX8vzrpfez8HMvkCUJ5udPkv6bOX5g8ll+/ZHvYug/vlo8l//pIWy7yb9b+lbC1MQwMsRoCB2L66cmWAkmsdqC6uUUY7OJIQXlRZfN4dpe/LDkO3Y+wL+863GkyPj1028hajnMzW9RsgPspmD4VIel6Sm2DvUYMXKcPjvDkU/tIPoBg++bwj/WwrEStusFZKRTDAqTEySra2S7dYzB9M0hpr+dklsNSPIWcc4iHFIwvhf9XHfxVnT0c6rnZXhbivJiQpQ36I+apLam2/fHMtRwRHfGYzp3D97lbTqjNkk748L2KHFsYLsxWSpRGw6Fa5CZBkFNp20WbsQYUUbiO3hHOgzPbHC+OkXxvIXT1AqCOK/z7Jv1PH8dHiXY9shfvTWdu9en7d/8+lXgp4HC3t+HgKZS6qtX3QoamQ9/S3S+EOLHgR8HcNwy3k5M6mo/tL8tCEs6x6V+2NTyokJKr+/Q7bpkHZ3fk+VSOgcUccHA21TkVhVhVU9AB2MZqScxIp2lnlmaaSgTLQwfjCoOTG/imAkXojK5jYwglARDusHu1lNNGEoM+onFC915nljZT7Kcw+pqPWpUUcTlvYycVCAaNv6KwN9K4MxlslgLk7vHxtl8MMMf7rN7cYjayzo2tzth0p3ySD3F9gkLe98RnRypwN3NEInC7KdUXrH45cG38itjgb7nL3tMPZFAGJI5Js+d3s+fDJ/iuc4+HvvkvQyfTkntDLudknV7ADTf/wCl965xoLTNk0sLxF2b5EQAP3nf1xXQ5bcbvO3NL/PZU0cRmb7f5c5vkfRGuM3e4LJIOLk6zbPRPI8ePs2PP/pZ/nD/A0TX80BG7sarZCN57DBlp8FmUiKsCMz5WYL5Ya5+t0FxrMHgQpnNG2W6c4q733iRdx1+hSeah3n6U8eY+1gdsbKOmhqne+cEvVGDwageBuaWBSMvdDB6ER+beweZJZhbGxCMCtbun2BpKGXuVIx64TRz6ijvu//93FbZZN/HUtJzlwCY+aTPhfkCwknxz7u421rus/7uWbz6DHY7JSzr3p5IIbUFYVVnzKeuZqX6fshIocuyKqM28lopIrVJIvEFiStJPP15jIuay5kVUjw/IpxQbNzn4U9PEBcF9q4g6BZIKwmz0zsYMuP6qkduQ5ORUse8iSS0N3vkly12WjnuG7nBYMHiejJGWNe5UMpUui/bNgl7Js6uxNu+NQ4j+KZiOP5/sf7OxVMI8SiwpZQ6KYR4+Ktf/q98q/pb/L9Xv6CzTH4XoFiYVChIHYmMFE4jxmlIOjMW/VF9hLdaknTg6fiBvnYihTVNThqYJomnf8W4koCpMHdNcssKfzslqBh0pgXKAn9N4bQUTkNwZb2GYaa4uwK7lZCZJnbTwG5DbjVAhgn58SIvnZ/jJTGHu2rhd/VxLaxmqGrExEgT34q5vl0hzWzCqmL7uMVIdgz7C68gi3na0yZurUPQtyldFpSuaBydMbBxmiZb90p+4Hs/z88OX+SpIOMHP/sBFj6cYL1wERWGjHweal+zO7z53kzpvuTE45Lffuw7KZ5vML9yhuzgDM1DeZQhkIcWqB+vsPCBC/yH6U/y9q/898z+ukSkEde+LUfnQEr+fXdT/C9n6D1yOxNHN3lL6QJPDe2jd6iGc+06Sa2I7Bj8xvZbeeLGAtWP+Hg7MX/5XXfxa2//z/zFvb/Ds0dnOdWb4anNfSwNP4BbFyRvavGvR1/itxYforiU0j9Y48YPpvzHB/8Tv7HyCOtny1RfqrNmVxlxOvxQcYf35h/jnkM61ytttpCzE2w8YCAPdkliA254OgxwvUGyvIK/OYSaGiUpOcQ5iVMXlC8Z2J9+Rn/OvnKGwV88wOdvq3H4xUt8degsu32ggKjbjD4f4mx2WX94iOYbIlpmhlxxcRriZjEcjAlSV9O+7BbkViVRt8TVKR+EwhDcdB+lnmIwCoNRSTiaMDm7S86KWG2V6DU9gs0cZkebL1JPYAwU1TOavdk4aBOMm9xe3WBpdIj+iIs52LtRFzPaTRN326JwI6B92udJfx+1fA9ntE9guciBgdEXWANBFmn6/02YyS1YSgmS14vn33q9EXiPEOJdgIvuef4qUBZCmHu7z69F6H/z6Hwp6E1YdKYlZgD5FYHdyTD7Cndnb5Bk6ujW1FHYbTD7Chka9KUFbko8FpOv9JktdlhcHqF8EWqfOEfW7WG9+Ri9CZfY13IXq59Suqow+y6pLSispsg409PTrmZ9yjBBJJmGBDdMlNAuotTWuwu7IVEtl83tEZQBzo7ECaC7L6F8Z4NrsxWmcifwtkIyB4KOg7llYXcUnTmP2BdULgeUX1inuX+Knx3W7fw3upJHTpxl5bdnyHq9//qbOT/L9j+aIPG1fbBwrYex1QQpiU4s0J7VUSXuep/MNmkeEvz0xKdJAflUCfHU0wD49z1I9/6IrbtdeuN30joe8YGJMzzd2c9gqUBQheD776e9T5IVYj718h2MfcEg/1Hti5/J3cfv3vYQHzvwVxws7kBxh8XhJ/nDiQcA+JHKM5yNRmi9OMzCqS0ad9f42Xv+mrd5KeeGL/ChqQUQFYJhxeeWDvEjicu3VM7w9gMXePLRu5gJ5omLrlY4GBnhlk91EbzdhHSsgqwW6E/k2bnToncgwvIHpJseoye/Puxs7M8vwXceRE2OQkP3khf/6STffe8zfOLiMRAWoh/oCBM3xnVjujkb1Tb2wuQUambAHZPr9BKbxTOTVM8p7HZK/YhNZyElHE7JTImMNK4udRVJJWFsus6xoTVMkSKE4nLfxlq2ya8orG5GnNNVzdvW3E+ZllgZGyZdkLh+RPOwgxEI4mqCcFN6Ew6DUY/c1Sbjz0jWRYXlYxalfEBaEiSJhxHpAVea6OsF8SpY5Fas14/tf8ullPoZ4GcA9naeP6WU+gEhxEfRaPwPo1H5f7n3I98UOh8gdQU7J8CY6tJvOiSuhburjyBOW5Fbi4jKJv1xk6SgkJuC/HqK1ZeknkGc10Se0LOgqBvtXj0lbWpUkf3yNWr2Ap1pi6gEzQUd4etvZ5g9PSmP86amptt6ZxmM+IhMU8yTQoryE9KcidmW5NYElUsRdiNkMObRnTB0MN0gIy4aVA/3GT7c43JrlvwNnzgPsmnib+idTP0oxNWE0jVJsnSD2b/y4F+8+nrs97e4Mn4bfnsW4oRkRQ88pO9z8beOcPUdvw/AA6e+A35vGGOnTTQ9xMaDPr2ZFLMDw6dAdvqk1TxKwGe6R2kl2jUkTJP0gTvoP9DjbQuXODM0TnC7yf+y/0kOO2v80KkfZf6vIqydPqvfUkWeaFFzIhqnhyld6tw8RnjrPc6em+bPxib5J0VNif+z1j386ZMPYvQlnzx8lE7TZ/+nB6RXlug9OsqPlvSU+S7vGvGdXTp3Z6hEYn2pyMWN2/niW47wbx/+ON332rzSO8rw6YDSJcGgUaK6oSgvhiSeQfOQHhYqAVFJ8fDtF3nv0Et8cvc4z68eY+KJr/mAGVpM3jpaxpm8h92jNm98xyt8R/kFniwt0JkaQRk1MkugbuQII8jXtTZSGSB3BYHwuOpXqfoDlKM1RM7OgPyaSX9cwvSAtCJIthycusRoCsBk0y3xVGiTd0MsmWE7CSIBp6mjtPsjJsGIIqw4FIYtZKIoXZS020NEYwnWeJ8sNaBjQdMmdaE9Z+I0fOzzK0yoSVbsPM2DEtNKSfIxYapxijISWB2JSHS/9Vas13uet2b9G+DDQoj/DXgJjcyH/wY6/xutNKc4du8iUihO7vHRgiE9gJGJwGoMAA8lTE3p7inc7YDM8kBJzB5424KgneO6UAhH6/38e+/A2O2gpMBb6RCVKuzenTK7sMVavUh4Mk9xCULLYDAkCYcgzmlmohGa2u/cUZgdSWzLvWmnYOhsgPXcBYRpEh24jfqJFNmXjHxFMHRGcakyxcHbVyjcVqcxVEREErOlIxMA0smAI1ObNIdnKKBlOwuP/wiLb/1DAD70wkMMTZmsPzCJEcDcfxYkyyss/fRxrr7jt26+bpbMyF9okO3UaT00gXiwwRtqG5zamGCHIr3RcU0BEorfP/sAtXKXwUMdlt96iJ848jn+eXmZa3GXn0se5Vq7Siv1eWGwD/uKh/FF7Zsfqd3FtRM2k6UW28Mx9aMFys5xMksyGLEpXpb8Yv5Rzt/xIlWzx599+K0c+Hd6Zyssm6npCZKrS4B2Fn11/djJH8Y6lSe4bYBSguHTIdZTZ+jM3s27vvU6P1TcYd/BI4x9OaR6NqN50EMZ0Djo0J3RKafVVyS1L23i7lb44sghHn3zKf7V2GP80fd3+fNjJ7CuelqeVVRkptJFLbDpT2RcaI7wP9S/j+YLI9TaKVHRQCRQuqSn6rEn6czoyXnhuqJ6PqWzVGZlfwlhQntWomQBhE5Q7bqupjfFQp9eWvpzFPZcAtuh6yvUcASZIDcAp5UiowyESVRLyOZjugctnHWT/LKidAXaysQa7pFlKclVF6cp6I9ntA5mGIHHyMUU4+mzjDvH2Ax9BuMplGPMkQGh7eKumbjbewF9t27Y/nrx/LsspdQXgS/u/fkqOpnub37PN0Tnf6Pl2yHvGTnFxzfvwr9mUb6S0p00GExlDAYGac7WPcIAjJ7EaWfIbkTi+ETlDBnpQYLTELTbDsLOCIYUm/cWQBT0EGorIagIajMN/rvZL/F48QhPXr8Ds2cQlSAYzchyKcLKCB2T3KrE2Qnxl2OMsEh32kKGUFpKcK7XyQC1b4qt++BnHvprLg9G+dTmA0x8qUfpYo76Pp/DQ1ucV4LWUhl/Q5BbC4lKJsJQHC+v8InDczcncHN/KDnivJ9oJcfM5zOa+wXTb1qm3vcInh/FXF7RtsGvWbtPjJPfuoiYHqe9Dw5WGsz5u4zMdchmBWuDEicvz+FftpFfybN2u8UP3fUsPz98GkPovlVOCla6ZTbPjvAba2+lPNQlMxRGuUTabGF84UX8ux9k1S9RHW2z/YYy9aMuCPDXJMOnQiqXDP7y2oOEEzH7n+y/+lmIo5uFE2D0uRbvuvguNjoF5n4pJXv5aXrfcT/1wwYiC5DTE/QmM4aNHIC2Kq7vICtF4rxPdzZDjYTMje8SJCbtlTGoNzGvXGNs9H5+ofJu3n/ged5XOsn/9PBTjLxNP86NpMsvbz/MX75yJ/aajREItl4ZJbcsmH2hi7HbZbAwhO1LnFaK3U4I5xyCsRRlKnIrBv5SG3fHBpWjOwu96YyoInC3BU5DYfYEcd7GiHR2kBnqXqPdEXs58YKg65CZ4O0orGaIjFJy6zZxziKYkFjVgHBKYbVt8qsZVleSJAZZJnAaAm9b0R8TmLUBvckcopBH7ezivbJMzZyh1bLoLAiYSMHMkDF4uxmJJ+jM36oYjtd1nq+pJQS4Ima1XWToXELhhRXEA9O070jpzyja+zycltZmmoHADDIwdK455ZBMCfpdLWo2Gyb5G3p3mNmS9Qdsmnek2Ns6MdOOTR5vHOG5tVktOLY0NzTLJzpDKZMIpan01kaTdHmVMgeRSUEPq1oJ8XiZdH6I9oyNMdrndmeFSavOx8fvJ/VMjIGiO3BYs0q0lspMPqEovrhCur6Jc3gfG2sl2gc81O0dwnfei/OpF3AvrDP+exN4l9ZQzRa7R2/nHaPnWA0rfHnuXkbKJapnFXd95XuIUwPvL0rMPrVOcNc8G/fbpPv7rLRKDBKL94y9wvcUz/HFwQQvfWU/k0/0MLfaLItxXto3zS8bAf3UYdbZoWz0mci1WIvGyb9k0zxSZPLeTS793BEOfVBbCSc/3+JauYhxtElhrIOxB7WMdqtYnzsJwOz/A/333Y9Msq97Y41q5SY2Tp08y9onHsRuKbKX9UCneKFJZ2aI5gEHdWiMoYVdAP6oPUz5oiDZ2MT0XBIPslrEUKVHnBq0By5RSREen8c5Jah8bpHi4hgfP/QIv3PfW3nfgy/wH8a1q2nGzPMLI0/y8uQUN7qjmB2J1dExGeZmC5Qi8SVRXmAGEiUFRqyQgSQt6LiP3kIRI9SQDSMQJJMh+X1dGvU8/nmXwvWM/EaK3MtyT3IGqqp7pnZHYfX2iqEvkHFGVHURSYa7GzN9PSb1TLaP50hnsz1Sl04z6HZthFR4sY75MPuSsGtjh6AsfVmrNMNb62GEHiKzaWc+Bnv9+0661wO9dUOe13Wer6HVCx2e7S4AeniUtTt42xFiYCOrIe05H7sliUr6og3KBjLOEecFwlDYTkwwB0SSwkWLkQ/qY6MBFCYeYOiBHfoTFq0rFbILZb50oYy7LfA3M8KyliY5izb5Vb1bCMsCmSqSWhHDd2nvL9Ab18e69rTBYEzDI5xdgXMyxw+2PkBxrIOSiuaCTZwXBJs51s8XmP9ChPn4yZtWSHltlcq5Mp+dOoTKJK15i4l9cyjTQCSKZKxMNj1EnFe81JqhHbv0pgXNf3yEOCfw/6hM7s+f0w9Wq7H06AgHbr/BlfUa4bNDXM9X+ZPjDq8MTfG500c48JEB4plTpIC7O8b55+ZZuzhP9Vyfjzyc44M/9iH+dP4LfHr0aX7iqR8gXwz4gyN/jHub4mHzpzjyf0aw1aB4tUjdL2mKeqbNBKXW17+PhS9fpfHIAmLuDUQ5QeuQ1khOfS7Cee4Sav8Mqa2JSL2feZBgJGPm6DrDYoVrZydwdiXBdoFHL72TczfGmdzJMIaqKM/B3VFkl136iQubilykkMOC9Qed/5e9946SJKvvfD83fKS35au6TFe1N9NmerpnYAYGFhg8DAItCCGtVnpISKy0QtJyZFbat0/S0S5HXkJigcdiBoQTMDDAAONdj+meNtOuurrLu/SZkZnh7vsjipoZFrRC9B+jt/zOqXMqMyMiM+NG/PLe3+9rSPVPkv74I7C2RuYxyPxPeOjf3sDu23fwx3s/xxGzxEdqe7k6X8BeUSO6YzqkOqXgWwMEJlR2SdSigzNjUzipk5zrIkKT2oRGazCkOQpqW8UoR9quNHRyg212FZZ5KjVEOZkmdUklc7mDVmqjpi3auajUoHhRJ13x2bByUWiMKPhxiVUSDHzbgUeeZnBxKys3F6P6pATFlYimBimPbj5iLVklsFd0Mpc9RKuNNj5KezxPaCho7YDEUoBUtMi0L4zM9rR2SGKWaxJSEjk0XIMQQrwS+DOiW/VDUso/+p7Xvy9bUQiRJ8KQHwY+KqV8z3P2OQh8lIgJ/FXgvf+7nsv/Ll7QyVN0BMfXRkiaLqUJlfjcKKGqYK6pdAMruuj0TQUxulkFP6ZvqmMHgcCMuxAHxX++9JZvw6v7z7HmJvna5SzxOYEIIpn4dl7BS0R2DL3H2ygPnEBNJmkfnaI5oFPencBNCZwBSWiEUdez1+VVu8/ghSrffnAPE5/rIB+BxRdnkSM+jTGw1iFzSomW+GfmCIjEemVvjiBmRHCWpUgyzKqGBAtLKLZFd0+BletNAgv8WMjDZ7aiOCqaKlm+SULCI3+fQXzju3X3jNA7uY6p+ZjnbYpPeTQHNUpakQfrPUw82EE9fRmlv4/KzaNUdkSEhPypJjx2iuzAEYpqC7B5ZazLX9/4Cf524RYW/SRHrS4TuxdYuW0LViWkm40M4nqPdzAvLuON9tDNGijx+LOogFw6EkTZ4qEmfArZBqPpMsmXdGkHOuudKlnP4cW9l/i/e049b5zGLv48qSuC1IzB1b4xTBsq26DVuw2rKrGqIXYF7OUOyhPnkN0u2puPsHBbQDenkftSKvJ62gir5LN+IcV/9N+CYfi0ZtL0PwrxpTbNQZPyTkE3F+LHBV6Px+37n+CW1DP8Ye42Gqt9pM53iKkKpd0Ge/fPcGP+Eg+WtnL68TFSlwRGQ2WaAZwJneFMldkdgppIEVvTMa6WUJoO8UQPTm+kvtTOq3RyYrNx46YkYrRFeyssBVkGWmOIVpvknE+7oCFCidQUUCCe6tAaA7BIXpFkLrbRZ9fBNGjs7aG2JRJ9sSoqajc6V64vcDOCak7ZpBpfq7gWy/YNuvdfAS8nQugcF0J8SUp59jmb/SC2Ygf4HWD3xt9z42+I8OOPECXPVwJf+1E+6ws6eQIsLWexkx28rKS0O7GxRIb4vCA57yJVQaOpRbYYCjh9kVe3AvhrNggQGZdgSCIO7UY+fhp5bB+8qswrkqf44Oot6DUFzYlsfNs9Ej/to3QVzIsK+lKVQEqCeh2j0sWfMGj3SdxsRN80VyPLDq8gmIotk1EdvpXfhpfQUN0QNyUpDFVZ11IkruqkZzyEhPLLxyntmcCcrNPt6Iir0Wc1h5v4vkInmyCjqshOl25KoTXpotk+smwSu6Jjr0ZQk0pCYCa6OH0med1Aei7tHp26Y1FtxlA9qE3o1MdDEJC5JNGqXcpv3M3akZDCaIlUoNBsWVz86RjxFx9D68Br7/0lfuPw13l5/DyfXHsxJ89u4WdP/3u0fJvAV5H7Ij8ftIDkWQPtwdP4notYWCReyOMe3kZgKngJlepWFWfcRY97+GWL8lwRZ7vO09d/anOcf2b2Rcy2s88b+2dch/57FTLfPI8wDNypflYP2LSPNElnmiyd76HwlIJVDQhsDb2vB+l06KYVssUq7ZSBe3DrpvjI6i8eI/2GRW5KlXh6rZ/qdI7c04L0M1WE00XPFlDb2iYH3fMEugjIKy0yVpuqBV7OprzTZOeN03xk/AushZK7lndhlBWsSojeCrDKCo3pPpaHQsKsh2pKAkuA5xOsl7DjNoGdxsmrGwy0SHoxfdlDKoJVJ4G33aE+GWAd6SV1JeqoSQW6mcizXqRc0nYHXQ2oVg0Ss5Fsnt+fpTEWj7RH7cg2upuNRJTtNYnuSNyMoL3Fpb0FrNnnaxn8S+Ma1jyvBy5t9E4QQtxBxE58bvL8QWzFFvCAEGLrcw8ohOgHUlLKhzcefwx4A/9/Tp5SB2XNIJwxMVvQGoi8ZoyaoPC0i/nUZShkkUoh4hWnBH4cFCtAlkxypwRaW1LZYRGMt5n+NQ0h9rF7cJGf7X2crzf2cM+JHfReCDHrIX4sqn8KX6C2owvBmSxgWyaoguZQLPJQKgSgQGxWI3s+Yhz5MYNPDx4kYbjQiLCpXlIgRpv0J+usryUjd09bobJVgxur3Hng75nS49zRyPLb8g0EDZ3xXIUtiTLfCraD3A8Cqte5DAyWqTRjBJibjoex1QC1q9JaTrGtxxgAACAASURBVBFflChxm2DDd6fTNshlWrQOSXKZOoeSJe4+ux3V1WiOJ6i9psl7dj7IFxf2sXa8H3+swz2v/e/EhOBFf/8+Jn/6Sb5AkS9QpPvqbQzrYK10CC2NypRJfRz8tERb08he8JHes3YOwXoJqYwy+woNc6SJZXiIQMVpmtjzKr1PuDin0rwp93I+v/WbfLGV4MT/3EP6ssd7/qDLXw5G5Yfb/+7XGbrjoU0AuwFkUiM09mu8pO8i3wGqy30ovoKbUGgXBgk1qG6Hbak6lY7NyuE+kr03sHZA8Kdv+jCvjkWJ6B3hLTx0OUdoQGNrCjehUJsCt89FNDXMiiBxSedTHOErvbtwptP0XA0JjEge8JeH7iarxvi9lcMs3TtE9mKIbwnaOQ2rGlI82SVzWaU2ZhIYoGzQf2W3iyjX0OsJKKr4G8uFxEKA9Y2nkL7P6NwOFmvZyOhQkfjxyJKlNSCiznnaQzcC6h2TMFSQZkgnr1HZFouoyyMhKCHmWjRD7Yx10cwATsXoecpHdaE1qJEdL9NMXiOsEhFQ/hrEJhNxI+aBIz9om3+Krfg9289/zzEHf8C2/+x4QSdP1fBRAsifDhASVg8qFHetsTyfI3hcQcRs2mM5amMbX0OA8CSsm6QvKPQ8XALXw4v30tgactvkWXbGFnFCg48tHuX8yRGKJwSJhS5KNyDjhsTWNHxLQYoIBL2+Tyc8lEPd4LR3cyFq2iNoRxhBJZC08yp+TLI8l0Mva6TnRUT9VKNl+KnqCEZJJVQFTl7FT4AhJOfcIh1Z5oOzLybxqE16xmf57BYubBtCpF2s167w1pEnOGxf5kOrN3Pf2V3EViLjrtagQIQqdilAdwSaE0Ixj9pbxOlRyKRb7C4sAWCrHrOtLMaCgVFzqY0Z9KSbPF7bQuvzfYx88CFq77iBkZcnvu84mHcex3/pQbRSE7m0Su9KP5lLScylxiat8XvDulJC7fQDUK3EUdYMhIhIDYoXkrv7MmvOONsOvJv8GUnPHVE9+njhKH/1nxb59NwhRj8xt1kTVifHCReWsb5ynJ70Eb6a3UnCdAkNMBoh1mqXIKbRGDaQAi6v5/E9FX84wNnr8o49j20mzhmvSdMzkXpIu0fD6VPpFgISw3UG4g5LlRRuM0HiKhQe1ZBqhsxqQHy6DpqCWcrwmdL13GfWufO+g4zf1ybQFco3mujXVVip2SRPWCQWQuzVcMP1NQDTQM1mwTIJdYGbFHTzAYobKYUp6RRBqYzwApLz0TVvr3QJdYVWn0J7R4feYo1G26K1GsfFwsq3SfQ2aZKgm1PxYyEy5aGtGthr0SwzmXXoTzaYe2YE+9I6dqUGcpJFM8Pg6DqXrsG9Cj9Uw6gghHj8OY//boNZCP88JuI/i634I2z/z4oXdPKMaR5ej4fmCMxKF217AkvzUSyfbtYkPDzE8hEVf6CDtmBirwo0J/Jrt0shUgi8oQztYnTuTlUGeHJ9mPmlHPGzJsWFMJqpTJqY1ZD4YhdztQ2agp/QqU6YOEMBRo9Du2RjrqlIXaLrPqEv8C2ojWrUt/sMjK6zUk6hz+hoTiRRZ5Ul6SsSzZEEVohvCvR2SPpKgHsyxfu3vYt2T0h8QWHoq0sEl2awgF5A2b+Tc+/N8NZdp+nXEvxqqY+hb4fEp0tU9+WpjSk4vQIvHnH8A1NF3dVHqIMz5tGrhjw6vwXvchKjEnH3k1VJc8CgOQKdVoz5Sz1s/1xETcx/6wrvW76OP+l7KtIkfU6IQ7spbzdJWzliIjqX5tOzzzNyA9BGR/D6s+hz60hdI3MB2uUU/bMh8bk2lR0xStcFzL3MpN/aQvJCleTZgOD8s7evXfI57/SRMjvUDo6QbDl0942yNmXQczwGj58m/fFHWEscZW5/QLwLscU28vgpNKCwaxuQo72SQlEhLEi29JXYa89RCRzKYcgjnS1kTYdYbwtHiSPcSMm+OZuiqaaQRgjZgE5TIz0TYpUjgz6pq6AK4guSb5zYjZHuYlYU3KROJ6fSGfR429hJCnqDT/cdYvFUL6lLguR8gNoN8PrSBKN53IxGfVilscNjfGyF9WacSj2LFFNIFZzeaJmdPe+ilVs44xka4yH7R+fQlJDjs+OknokkDEcmK7x98BG+07+De05vQ1vXUeoG9oYMnpcQdNoGSyTRG0ClRlAqk/rqaXxrL6uZ7/+D+cOGlD9UzXNdSnnoB7z2XSbid+O5LMXv3eafy1ac3zjOP3XMHzpe0MlTU0L6+iu46SKxqx3ii3GuzPSglTVA0hjSCIbbqIrEqAmMWlRb8hKSxrBCJ5elMQr2tgopw+Pqao6wZBKfVUldCQh1QW0S3H4PfVUnMCziyyqKGy3PAksgMi7jxRKXwgJBLY4IBJ6rIdtaZEVrgpHtsCVZod626GRs/AT4tsRaV0jOB9jnV5AxCz8TQ1+p4V++ggak+vuo3rSFbkoiE/bzvnt44iz9d93AL028kX3pBSqnChQeuUCwXiLbcFC8IVp9kW98pygJ+yNXUUsN0AKVlSs58k+q9H5znrBcxTs0yeIxi+6ONn2FGmvVBMkLKsF6BAGSfsDn7j/CqT0DhFqUMJWrK7i7hynttECCH1OoXlegOaCgOXl6/kftecv12duHCI/W6MwOkz0bdZ8TCyHpMxXCCzMkk3spvVgysXuJZ3oGSZ/Kk1gMSMFmAu3kVFJah9v7nuAPXjpCITWF0ydobXXpZlJsuVokWFuj7wvTKMEEXgyCmLbpGC6aDrG1FPZ61AAs79Spti0udXvpSJ1ACizF41DqCg3P5Bl6cSo2+ppO+mLUqKuP6DS2BnQLIe66wKyAl9JoDZj4lqCTFxAKYpZLY4fDkm1vOGsq3Le2laOFGfbn51nbksBbTaJ4IVIRtHtMmoOR/1F3wOPIzmlemT/N/dUpvtOTou6qkVNobxd11SCxoGLGTZyihtLTJm86nC73kbygUzjVZX2vye7MIu9MrTNh3Mt91laskoFZjvy1vJjAt8FrGPhli0xHEo4NoAKy3SE97bC29vzr7l8eguDadNuPA5MbusALRGSaf/s92/xQbEUp5ZIQoiGEuAF4FHgn8Bc/6gd9QSdPP1RIGC6VuAA/IL7k0X3GwKhJzFpAO6/Aqkn8ikLf/TW6PTbVbTqFfas4XYOOr3Jd3xJbYmUeXh0jqBtorWiAfUvBi4Pb57FjfJG5XIaqm8G3jEifcUOlu79Q4+bCRUIpOF+1IAThK6gtBaMWNW2c5RiP+aPINRNFQjDW5siWq1yqFlhzi/Q3cmjrDbT1BrL2bOcXVY18ZgYF7d4MPX2HMe46vvmy0Qg4/eBWTqTGSS4LwuE+FKcNQUB8oY3qWnhxBa2l0FBMZKJL3PCYm0/R+6BC9gsn8Z0InC68kM62Dh848g90Qp333/0TDHynvOmySS7NwP2S6vFhkmnBpbclCLIW+qpO72MBybMlukNprrxG5zdf+UV+JjXHz7zzVi799QHSH38ENZXCPdzk/NFPwFF43cVXcvrpLeh1hU4uT3o0RTunIaXLYKyGMil5xu6j1tBZPVQkf7JA5kwVtSu548wh9g7Pb6qlq11IFlqMbF3gqjfJwH9bI1hZpee+FPOv6WH5ept84jBaK6A0adLJCVJXQxJX28SXVFZms9wRHiRmuiR0l4F4jbVOggtLPfiuipF0cf1IaSt5ag2jlqWTN3DzAV5Mi0owQDctaIyCV/BI9jSZyK1jFX3OJnqpX8wSv6KyOjPEp4YGMAZbeK6GqmzA7AyFbkqhXZS4xYBEocWgVQVgrZtAbUSCylKVGDGXbkqlnVdR3RjdjEBKwelyH8tX8gxf8rEurmD3D7HmRjPHLZqDUCR6Q2JXQtp5heYwdIs++AKjpOClBLOvTKH4KVIzIUYjQGteO5zntah5btQw3wN8nQiq9GEp5RkhxB8Aj0spv8Q/wVYUQlwh0tkwhBBvAP7NRqf+3TwLVfoaP2KzCF7gybPt60zPF+ltS/x8gm72u51QidoJia2F2CXIfecy/tIyyksPIoc7vGX4KR6qjPP0wgCnlgY4EQzir9oR592UdPNgVsFoSvR1nfJADEv36VjRj5feDAjsCG83nl6nX69gqAGR0xwILSTUJW5KifB6vkSdsUhfjP4vhzZLxRR9iQanpjKst2JkpnW0lo87lafVu43AjARFIBI4cbb4rB506Pv1EcaTJXQl4GxlDW+2gFLXaEwENCYS6NV9GDWB4kXnIbEU0Ptog9x5i9UDGeaHUsQXFTLn64TOs6wevdQi/nSRj4/dwFRilfiMSvj0uc3XpaVjVnzSl1YJk3GkkqPl66SmIXn/JYL1Ev7k9STGavx8ehFQ+fjoPdzyzgzqo+NQriLEsz/+X5q8i/en9mIqPlutFb5d2cG9l7dCS+fup3dirGhkZiP9gtaQZPlFIfXRHIl5SeYei8vWJFsuelj3n0bpKXCxZ4DRl13mwqEi6ratBOcvRfqbRYk63uTqpAWhRnF4naQSUnqiB61joniS2JxKu5TFbQvqHqy2IT3jsfVqnfr2DAsv14j3tKhNpMmcj2MuNUheydNQ1I3xCTGXmih+Ci9hEtgqjcUkTy6kkFoIChv0S0lqNtImqI0lCbORgLaXUFAqIbG1ACVQ6a5qdJczfH7lEF+wrkNdNkhdjppDnYJA00LCTIfGaBzf1vBtkGsmy7U8RkklMCVBIY3RCnngwlY+kz+JSgpVjXyLkBFu1M2FWIU2nYoV6ZKmJMauGluyFc7O9mOdtwiN55AXfoS4ltx2KeVXieBEz33ud5/z/w9kK0opR3/A84/zv8KXfqR4QSdP31exz1noLZ/K9hjlPZIw4yKCCLgen++gtr1N64J2j45utLinNMWZJ0fJnxQoviQwRKT0nRMRlzeMEpfRCNFrGo22iaqGqF0iT6IVh+ZYEjcboArJJxePMP34COn5SIOxWxAoYaT9qQw5bO1d58JcL8o5g8zZBvEli/LiIAuDEk2J3CE7OQ01oVLeruLva6KqIZxM0fOER2IZVhWdgck639zx5WdPwCC8r3Ad/3h+Lz3ZBoeKs5TdGNO1AqEUdFyd5TNZRuom5nyNRE+BwFQwKxKkRJ2aIEzZKHOrBM9cZOCZi0w7xwjfJmiO+4gNaBNAbUea+qjCQDuH8sQ5+kyV8p4Uvg3Vl03im1PUJwBX4zdX9vOu7EN829nG4hP9jF2MWEHd2sTzxu/W1JnIEA54e/IBPpY5xx+eehXBdILiUyHxz0VddXF4D+d/3uL615/i5OoA7Sfy9DzpYz90nqDVIpxpMXhvD3fm9yI8Ba9PRTkPQW9k4hEGCmrCI510uLn/EmU3zr12kcCIZlV6E/RGZCSXmGkQnnwGpCQA4mcg03+M6n4bw5CEhoo4NUuP56O3e2jnBa0Bk3SjizlfoydM0Z7TMWsh1nwdP22zeihOfTKgNikINZ3UnE/mcoBTVHCTEbwothpin1smVqmiZNKExQx+wgAhEIGDlzKoTOn4aZ/RdB1b87hs5Knn4mhVFaOqgFQIdUl5h4LTk0ZzJPqsygcHb+bWnvMU0k0qqQRaOyS+Aq0BhW5KR2mpmGWQmqA2EMNP1xjpKzMnsshr5Z4ZXXL/R8ULOnkSRtg0qQjqEzC8exlT9Zm7PILiBqiORxA3UPfvJLQ0OllBcCnB1YeSTN5TQ5lbJtg6SHUqTjcTebxorYjeFuqS+hYNZ9inYHpUanHiZYHe8PHTJuXtKuNT87QDnZmHRpj8VBlRbdA8ENUahR+JlBjb27xr8CHuS27j7oXrsNds7PkG/Ut1vHyc5rCFF4/YJN/1/JGhoNMxSJdBb/h4qciC99LVXv6qf3hTGR6gFZh4jk5Zj/GM3sdqM0GjZVHMNjjUN8cjocLaaoZ4j0FtXKE94KO1NaSqgK7hJw1M/VmCgAglHx+/k9hWg6ncOxn/k4B2f5zaWxpMFEpc7Ywz+EwMGh3aPWn6XjHHTYVpVtwUjy6PUJ7L8IXpo3xeOYpRFQw9ESVfZfd2EoVnpfL+qjrMt9a3s9b7OG9LVghkyMnWCEO5KsWBeU5sHUR1r8f68mOIUxch3MNHRu6HEfjYVIHfT99On7WD5EwL4fqo3YD+bxnorRDj8ho+oEwvMPG5IToFi9qYTu0m8KTKuWoPiSsKiSsNukWLUFcIjMgmw47pqLa9OStXpyYINVArOmpH0M0axHSd4OJlcu0u5RcP0xxS8GJpEks+aicgtuxiXFnDn5tH6+2BQ1tJb6nRm2xwPtOP4uukrvqYNUEnJ2gNCKyKgX7WJWy1CFst1G4Xrdki7HRACIwjewg1HYSk0TXRlYD+dJ2S5lNRUhhXdIx6VDpoD/t0hkP0tWhcK46NpXhMZda4P9WL4oVYqx5WKYaXMjDXFdIzHmapg1WOM7NtBHfIxU52ox/xa3a7/pie+cIJKTZYRCKShAsVHM9GBOCmDcIek8aARmDFIktWV9LzREj68SX8K7OIwQHWrotTOeyh2x7Bik1sMapVOr2CzrYOxXyDtdUUqRMmhdNd1E5AeYeNOFzjF0bu5VvVncTnN4zJgFgxg72koFxZIhzuY7qY5yv5fTQ9Ey8XsL7XIF7Mkr7koC/XSEpoDZjR11FA60BnzULxomL+0o02rVEfzC76isEHvv5qHrz+PL/U/y3ube7grsf2kZhR6RZ0Libj2PMq+XmJZ9k82NuLCMBsSJpDCv6eJlPFMtOtYUJDRVttg4xTPTqE0RigMaRx0889TkyJgNEXXvwxrrPfhmWU+Jttn2POy/NfsuOImE2QtGgNhvzO2Jd5sQVfbCW43MjT6dVR+iVCSBrlOPNJHfXoMbxtDr8weT+faab588u3sna8F80R/HZ+gvdbkti8ilGVVA57fOzln6J/LMF9B+Dnjr2b9EUwMs8m3nem1rnw0gf5xrbteGaXlmtQOmUyeK9P7Imr+CuRzF1QqcDxCibQPzVB8G8M3pB5kgv1HryGRK21IR/x391M1EwM9Rix4m4CQ1DeocKeBn2ZBUzXoNk2mZ/SMfftYeTrdYIT58geNxEHe+hkBI1hDalohJrAGB3Gqg7gFFTqW0MKWkDDNUFIuhmB42h4CYEz4pPqb7BYSOHGt5I720dgaXimgjVbhQvTKLaNb6qoLhhrGqtunhUzi2L7aEZExlBcSM752OsKXkrFnGzRsQPCikHTMTnv9NLyDUIrxOnRkYpOu08iYwEiVNCbPtpimVzLxaqkIqzulIqR63AtQl67htG/mnhBJ08RRrWbUAVrXbD0TA9IsCWUdul0eiR+wQVPYKxqJOY28HSKgjY6Qu1gP5V9AS/deQ5b9fhqdzfKFRPFg05PyOTgKnOVDMV7DQpfPodsd5A7x+lmBAmrixOa+KFKJy+QN0Zya05WJ7bgINsdhJRobcEjM2OEJQOzquAMhrSGJd1MgsLJqGb2XUyfFxe0hkOSI3Vipgs7YSJdYiK+xldmd+GdLmBW4GF7knI3xnw1Q2JaJbYaEmxYN6hdyJ6tw9MXN5fc2ugIC68boi/b4GBultnRLKXdCZLZPmpjGt0XNXjPrnt4S/IcPRvKRHc0svzFzEuoriRJFFvcWdvPQjsDQuKO9eAndPS64P0X3oQEltfS5HNNvnLog4zpz8JbvtSKUQ4S7DHnueIV+J2nX4d1d5LByx5SgNYJ0J+a3qRI5s4f4Eb1vXzgxk9zwFzm9lc+yJ07dlG0upxx2+wyou6vKkJeNXR2U+np9wd3ckfrForGKIE+hr3ubTKHALz+FH+w6x+4xQ4pjn2O11z/XkKtiBcXuGlJEIs63t20gvAj647emxb5m6lPklclx7t54sLlFjtk9ZYWN+3+Rbb87R7kvU+RnL5KdnSYzmie9b0m9SkfNe0hZYRSoKHh3FfEKksypqBdjLRZg4zHvqlZfqr/YS5N9PKxgeupT6TQWpEXVtrOEzN0pK3TGDLpZiK1eREI9DUNta3jxySqGdk0myWXWMvD6UnjT0IxV2elXEC5EOeb63uRZojmKNRHBZ3ekPR4GS9Q8ZbSOH0GgdkHikDphqRnIkJ9ayjOtYofL9tfSCHB6RXozchULX1eICS4aWhO+GQHa0gpqC6lUDuCwITauE59tH9DpEIgvIAFJ81UahUr0cVNmZG1bKaLEJLOUpzhs02CUhlteAgnb2FWJLVHevj95dehGAFKWrLw4hhSizq/biKBOraHlSNw9IazrHfiTC+MIHyB0tOmJ1dniSJWycRohHh2lDi9BFDo8trR07wqdZKM0uWiV+SjizfiPF5g4EQXp1fHyrd5SfECD6vjnE+lCUsbArx6SKcocIbixC+Ym8lTGjpeHBodk7P1foqpJusvkzR9hb5sg18YvY+3J0tAnDdcfAWznxqn7+5l0tUa6ZygPZbla7uO0djhYe1ocmnQRF+NPOfdO3pJLHr0ZTTqP9l9XuIECFE44wyy5id5qjZCdzZB0oFuJuJhm+XuZuLUxkdRT11l8l0l/oatwFaW/8Mx/BfV6IvX+XDpRvrMGveuT3H2zAgAy4dTvLt4D716DWVfjbU9Cr+48z4mzWV+8cG3M/Ehieq4XHq7xhviTQB2GTZvP/YwXxveQasRI6gbiK6C8DcwqvUQowlzvX38Rfal7IovcLHdS1ZzuM58gh41zu8d+Aq/+8a3MB7sR3ngRAQvu3yFTPx66lOwpTey0Di31EPiUYO+z5yLAO6H9zB9e4L09hK9iSaHsleZNFbRhc9Aps5MPInaFkgVuikFZTARaaAWFNoTXa6bmGXArvP1izuwHo1hr0F9TNAakLSGLFKXfIyapBso5G2H1UCQuSBRXUE7r0XXWUoSpny8QKW5kiC9LvBtBafXJFQhthYSX3JJXwWpXbsUcI0YRv9q4gWdPKUhkfsbNFqRRUHyaqRDKAKFdq9CrRZDVgxS0ypWOVouNUfAywRodZXYMsTmVS7li2xJlNnes8LJKZ1uzcCKu5ScOEpXUJuMo4zfQOu74OQLXYqPO7QHE9S3WLipSLjBt2UELRoQOIMh737p3bwvN809bYVfqb+VtmNyy8RFBqwqd9QSOL2JTXO5zLSPWfaoXbX4ZHiY7m6NSXuFLy7v5/J9o4x8s4W+WKG+ZZCRXIXr7Cs00han0mMoASTnJKqrRcD8cY1ueje6E9LJKtQnwMv4+KeyzKznaA2H3HbzE/xq8TuoAu5qTfETl2/l+OkJRr8QUvz6w5EoSSoF5SrGhWkG749x5df388e3fILXxR3+/dyNPPiVfRQeXSc4dwlz3w4Wl5+fOO90LH7zyTfhrdkYPQ7JWJcwGdAY1tHaAs2RIGOEEzewfJvLf77+S/znb7yZyV8pbR6j708fYnr4Bt6x9x8JpMI3qrs4Mz3I0N2QemyOi7t28ZPHrqMz7CJUybGpaX45exWAyy//MGdubvPnqy/lgN7inraCK1Uecyao+xZH+mZ5Uh1ifamAvRyNreJFrDBrscvgvSb3rh7gm5nr0BsRnvOzsVtobQkojJU5fPgCp4b7iU0eJfeRqCkWP1/Cuq6X9YE4XUvDq5vYJbkprxfENPxUQMbu0A00HquMcqHVw8mVQTqnMhTORcpb7aKg1a+A0LDXfGJrIQ1V8kuD3+ZWO+D3jCaff+pm9HWJnwvYMbnAeXUEo2ETX/Yoz8YpJRxCK8S3IoUkrR1J5CiBQO0YyNCg72pI8koLP6njpgwCG3xLEOoKUgiCa0Ntj2bhP06eL5zQdZ/XTJymFZjcbW6j7cSxS1ECDWZU3HUbqyRJznkoXogfMwh1iYj7hF0FiGaqAkioXXQ7ZC7ToizBdTU6LQM1FFR2gJcNgYDUeRVzuYVYKWEZGqFh41cUummB0yfwbYkfAyXv0g11nnY7PNneSS7WJpWtsD85ixMaKIrEi0cq6bG1kMSD0xHA/X7Ind3D1249yme3+Gh1ldSixE0buNle2j2CtVacL1YOMl0vIPwIKWBVgqjckBV0CoLmiEQbaLOtb5UB4MwTo0x8skRw9gLi4C5O7R1gbCBKdo/Wxjl5zxRbHvSxn5hBDA+x+NoRqtd5GMsaW/96Bn9pmfiixJPRJbHUThGflwTnLkV3xvQcA9/eyUTiZ/idw3dywJrl27UDCCGRVkAh1WJbZpX7Gzb2mkb+TBtCiZc2WD6ic+eL/5IdRox33v5BXvEr+58/0P2dzVnjmj/Lt+1tGHWJv7CIvrDI+IUR1m4epF0UPNie4m8zFzc913cZNrvji3x67iB3PHCU5GUVQmiMh6RHq7QcE2tVIX/Wwyi7+HGNwFLx0gZKV5K5FBCYAr0VkjxfITh7ASUeZ+Wn9pL+2Xk+e/Dv+WnrpwlmDqDe8ySi3sQq91KrxvASKghoDCvorz4MEtb36Khph4pj03Gjhk63o2OfthnaMJQr78/SGg4h7RGYFsmrAZmFJrWxHKcODnOrfYUevR7V8X0wMx3ePvAo/7WUg9DGuvc0Q9oe5pQipHyq2xXUjoIIQXMERlViVkB3JPH5NtpaHSGT6A0dqUQJzk2qdDIK3cI1bBj9OHm+cEIA/UYNU/E4m+9jPhfDTSpY5YD4UkBsBXQnRO2GuGmNbkYQJALUDRxmJy/x0iGFdIvzjV4urhTxVmxUJ/I2MtsRC6ablUghSVzWKD7poDRaNG8Yo7xNw6xIcufaWOsqTq+JvrVBOt6m1TX46KmjfLh6M2pDIbAlseEGn/euY7mWxJ9OEHOii9+o+ZtMHgB5/BRbVodp7e6jMQjNYagcDaOyguvhlBPcVd6FdBVUoD4hqCkqoQHCB4QktEN6Mw16rQb3Xx1ny13+Js9cPnGGxUeP8tHhnqgW2cwhNWgOaQTWVhpDKqO3T/PU5Nd5pBPw79q/zJa/dCger/Lbn3wHv2VJRr/WIXfvw5ufOWw0SPzDo2x/eJA//rnbecVrH+NN2cc5vG+GAIU3xpfwCNh/OTQrwgAAIABJREFUageFv3t2PwMo2Ed464l/t6midOlPb2Drf4jM4lpvPsIfH4qef6QTMNMtMtJTZm3fEP3f2njv1XVi671oHZXcefjEN1/DR+LKhud5VK4xq5LtD6wSXJgGoHjLAS6/MYM12MSPgVF2EQ+fRAfESw+yejASWLFXIz3NVp+gnctTMHchz14ifcXndLkfozdkNF1mMZ8jTiQwrDkSpaTT7kbCG43dXZyDAbbtkrS6GJ5Gs2UhFEnc7tJpGVglibnShDCkXVQoTKyxPbfC/cEU7kkd/dRlep5M8te7b2by8DJfXNqPvRrZRLsdnVZo4roa9kKDsNPBvPM4g9r1LLxEI7a1RsbuUG7FcBYSIFUCE7pZgVOIYzQjmUMvHv0Qhzq4SYXAFkhx7QqVP655voDCdTW+vLQHgKtXisTKkS+2m1IiUVhf4sVVmv0azWGBP+kwWqygCMmcksGN6cRSHfxA4Zknt9BzHKyyT6s/4oWLyK8LrQ3xRY3Bu9YInrlIuHs7c68UDG1donRvP/rX19CFQD00ws6+JV6UvcT9la08OT1J7+Ng1nya/Rrt5TRr3TTxsiTjSAI9KvSjCMTBXQgvQBoaoanhbhTuhQR/tMNvHPwGe6w5PlE6xjcvbsevGxBCkPZJTjX4qYnHOBS7zN8uvYTjD2wneUFjbbmfZbOP/CmJ/o1Hnnfuss9I/p8vvhkvFaAkPQ7edIGBl9f4x6f2U3xA4eJdE9yuvIz/Mvwl+l46T/PMdux/fIyRk//0mPjzCyRnRrh3fisxxSWhdnlj6iliSgwAYQb/yz6xLzxK7AvwSvMIc792EDkYsPzeY3gJOPDqs8SVLkdPvpnWN3vx46AeqNI+5FD+2aPkn6rjpwxaPRqBBUogSD94dRPb+92Qx/YhF559zjg5g3z7Vn5j9zf4at8ezpe30beR09f3mAzfdoW2r7Ny3yDJK5JOTqAeqrL6+oDa9HWobYFSj/N/XfpJLp8cZOuCg5JMEo704MUjuJvajnQFlOEW14/MMmhXmWnlOTE/iNcwsHNtRjNl5hRJs9+itisb4Y2z0K7HOBP2gYT6Fg2zMhZ11S/G+E/2G2nNpBld8jBKDrGzWf4s/hJYsAmtZ89vfKZObDJHM2cTN90oeSmRIHU3D37RxUq4tCW4bR2aOnpVwagKzLLEqEvi89emQy4RhD/utr9wQviCK7NF1LJO4SzElz2kJmjn1E3qnm8LmsOCYNLh2NhltsdXWHZTNLomVUBVQ6qVOLmzgtxDkSqV0zNENycJLAmKjMQ+GhrCiWAbzliK7EiFlNmhWZGbLpWJuSGevBo1MjqBThAP6aZVFD+i1iVnQ+JLHkoQUh+xIl+ZNni2jnPQwJnqols+ctYmdRkSiwFaW0LJ5IHqJI2UxXI7iaYHhHGP0NEQHYVQCl6ffJoJPcHDqXlOr+6geKJLJx85eyavdlDicZRCjtqhAbpphcyFNulPnYIwYP0XjvJrN36DGyyVhNrlyT/ZRvb8JWoPXcfv/dfX8tbBx/nvh17P6D9+32HYDCWZpP2i7Xhxgbgryz3lY/i24Mtv3c3D+z4HwMVbP8RtHPi++8tul6E/fAhtbAsLrx2kPeFS7sb4xQffzvY/apB6JlJWWvz1YygHW5T2h3iJ9Kb3j28rrO9VqI+MM/Qh51mR4xv2MveyOIPGNtR7og58sGElfMyegQIc3zFB4i1HqG5Ved9Pf5Z3pVZZD1oce+LXyZ2skJq1me5NctvRE2RGzvJkZZir5SzT5wZIzSh08ybhrTuoTGq0hjbsqOsKiifxOzoz9Rwz9RyLS1nsyyaGC05H4bzowe3qkJBUphRCPWISGSfi+N04dpIInZGNoTmgtqF7KkN6EfRaB6XcoPB0gjUljZKSzL08ib3/KFY1svVIzYZojkU9E+kPJNsRrMmPQ1vRkfFIm8FQAmYqORoyhdpRI2ZcW6I3/2X35vcd32t3qH8V8SMlTyFEBvgQEe1JAj8LnAc+DYwCV4CfkFJWhBCCSFr/NsAB3iWlfPL7HHYzpCbBF9hrgtTVLkbJoVuMIcLIMkEqAi8h8JIhqpBcrBZZ7yRo+zrVho3XNPA7OtJRo6XKSAEvpVGbBDnUQQEUJSSZaFMWacrHBkn1Z3EKKpXZLI16nqGLLtrwEP5gDiWA1P0Wp5/ZRqc/QPgCPy5wuxFNU0hBp6DTHFBoH2kx1b/KucVeWLQIsh6JTBtnJsXwfT7xEwvITofYUC8iSPNEeSePpLcjvGhGrChg1QTxJYmzmOVXs7fzjv6H+dCpGxk866F2fGrjJu3+kFC3SSV2UN5hUN/pEZtRyX34xOZ5LD5WpyN1IOR3ik/yivEbMM+Dvu4QSsGN9jR/NOyijY7gX5lFzedovmgrgaGQPlMhOHMebcsw828cpr7bxViSjH2+jnzqDACX9t4A+6L3UoXCT55b5C8+8OZIGd+E4gcfed6azp+5Sv9HyqRu3cH04S3Ea4Lg/LNT3oEHmszGE3j9PvWJkNS0wsDdJUTDYfF1IzSOtbnUs4uhu12cPp3mmxq8cewBvjl/I7l7nr1+eu9VeZX9HrQrFn1nJc0Bhdve8vCmHbKKwCwJwqfPoQA7Lg1w39sO4hxoY8e6tJsmoitw+iXNLSpBIkTEOsiuilJXCWyJnwxQ1JDFpSxqWSczo5Cc9yP8bUWlvZZGU6Nyix+T+KkQralgr0msSkhtXKWztYsWd2kux7EXVJKzG3V9W4e+SCBa7YAz6TJ+/TI50+Gxq1tI3W/T83iT9FMtZMwkiEeMJcUNEF2PIG5S3pngmUM2uaEqna6OcCPR8HZxo4Yfu0Yp78cNox86/gy4S0p5uxDCAGLA+4FvSSn/SAjxW8BvEdkRvwqY3Pg7QiSL/70ip88PAUo7SpTNIQOlV48Ej+0IuuPHwBkKEFkXv2xRfSZOFXAzIdKUKG60nQgF7aJg6ZiNm5Z4/S50VMwFHeELygMm6JF3TTcdR4SQf0IhddVFcUPmfmKE5t4OogSFp8CqhNT9KCEnFkLi8x3cjEGrT6U5qNDe1uUXdj/EdfYVPqrfxONihNBT8U9m2PaB0wT1+qZOJaUyaWMPIozTTUc4TqMVovgSvR6gNV2QCc4t9vI//BehXrJRXZfK9hjmTeuMp+pcLI+TnBNYZYlyQqf/7hWeu3huTiT4bPkwtww+ihN6XH0D5AePUt4b8oG+O2lJDaGFlI8NIG8aYP06kL1dtCsWqXPRDeFfnUNvDCH0ELcQUNqfIhPfj9NvYgy3njds70qtctvv/Dde/sTPwXeyqMkkQb2Omkohx4cIT5wlbDSwv/gY5vgxmnu7zP7uEfofctGrXdp9FloLtJTLrsElTppb6P/QPIHj0PNX83QKESj/6mss1D6HP9/7WXYbJb6cv+l5nyP3tQtkzg0gH38KAP31z5q6PtgJ+amv/CpT36lvzpj8hUWGP6NQnR3E6bVJ6pE4TGeLS6GnTqtjEJ5NkjsTeQ9Vtyo005LQV9BXDGKLAnstROlGRzSaMrLziEWYZb0hUPxIK7ZTEHSzKq3hkIHeKj2xBqe9AfxKDMKoI16bsCNVpISg0yOJpzsUrBa+VAhqBonFAOXSPEGlgmJZ6PkcMmYhPJ9gfhHh+/QuDoMyRKWdQwQCqxKZG7aHfYxsh2tY8vw/bur5L06eQogU8GLgXQBSShdwhRCvB27Z2Oz/JbIk/k0i6fyPbUhHPSKEyAgh+qWUSz/oPVRHkD0j6OShtE8SxEOQkc2wCARBf5cDY7O4ocbZ5VHyZwJECOt7VDqjLkgVa8Mmw49Duz+EQhdNkagXY/Q/7GGuONS3JalMafhxSXM0onCmLofo1Q7OcBznoMO7997P5+f2Uyv1IqSgvS2agWQuqBgLFaSWx0tquBmJ9BTuuHyQT8hDNJaTIEHEffQGz/PTAdAGB6gPx6jsUOhs6SIaGvmnFHJnmqhVh9ZUnrWbfP7m8B3k1CY/ufTzVOct2kVBSg25tFYgvigxKi5qN8Scq242TRTLYu69B2iNeyw+sp8xfR96uouR6dK5zeFAcYXznX4+Uz+MDATLLwox823ihk/zSprcWfk88ZD8hx9BqjdQvt7DfX2DpukiZRPL0zh68s3c2n+B/5h/lKwa45P1Xcj7s/T/WaQEr+ZzXPitbSAkEyeecwIEHJua5sChWS69uofldpJyPQuexhu2PMOr0yd5X+N2wk53cxdrHXJH6zjxDooScrYzSFFt4OxrP4+v728fwUto2Nks0nVxelQeWBnnwPwU5qeyTH7qESSg9fXiTfTTKRp0k1FJKD3tYdRcqlMxOqMSTQ3oziXY9om1Tfk88yUH8G0r8hNaiJww3USkY6C1o1l3u1fi93cR/x977xkmyVXeff9O5c5penLemdmcd7W70iohISEQEgIBIj9YRANGjmDMgwDjbNnYYGMyLxkhQAGwMBJahZU2aoM2p8l5eqZzV3dX1Xk/1GhXC9gGo/e69LwP95fpra7ura6qc9e5z/0PGYPYKUHsgEM9pFDoUCk3S2TCP1ZPKoRDNgtpk1JdQ6kL3IDEtcDTPTzLw81b7Mz2YY0YdO2pE9w/jKxUUNNpRNDyZQ8TQWoxA709iTGRRWoqwVkX19TAA7UuqTQIMDyEkDjjzydI/rczz181eoFZ4MtCiLXAfuD9QNOzCXFRR69xcf9fJq/fBlyUPIUQ78A3asLSoqQOFZm4KoJosQkHahQzQYSr4gY8EokirYEcZwppX09RSmphBbvVoaMtw+hEEjOrEJr2KLaolNs9wqEqtZqGaoOZsVEn5wjGTfJdFnaHQyDhS8ZnwhEUN4JwJcpwgM/KK1BGLSwbCstrfGzL/dSlxl/YNyNkC+W0QqHHn+8FhnT0nQniUw4NjktmlUllS5XiGpvKzZcQuG8PAN6V65nu810we64c4r6BB5hzK1yeeh/B2QDhkRlqkTQ3b9jHS4JVQOeqvtMc2LmaxGmP8kIj4bLvPZ9ZE6TQDQ2H0kQWk+fEuzew+ZZneOx0HwOfquAdOYGyahljNyQptXs8PRbmkN2PFKC0Vbhu02FCapV7Dmyk5SmInimgDCxBjoz7HGwpSR2tsLDWZGV6Cg/BvqEuYo9aJH42xb7RIG/ofQu5VUmMgkfLg09euK66jmir+I2w54RekDx5updjiSauaDvLd5Y8iC58ZtaIU+RfMtspP9lA0vORBEooROzmCXasupe7izE+ceylfP74ZYz0JvnHLd/h2zu2sO+xjUQGodQO6so86T+MYTsaKXOUhFVmz+keujPn5/5Ul7cxuc2CjTmWN05zbLqZ+kMR0k/beCo0pAusSEwz6zReJNys1DzUGmhlsOY96iGFfJ/PEoqeVgjOuJTaFDpb5pkJhVGORjAe3IsBRNYuJ7M+TilvMZFPM9sY9nnmhkct7iFcAUKi2gI9pyB1BddSUcuC5HGX0NEpZMWGpT2UOiLn3TircZV8l0I9ohGYDRIZcdGLLrHBOp7mg+XrIYE6r+FN6zQfkAz9igP+vwoJeN5vk+ev89kNwPuklLuFEP+EX6L/Z/ErSeEvyvF/DiBmNknP8GEXrqNQnAoTPuc/1UttCvlCkEecfoqTYaKzwjdKaxGYyQqKkIiyhraoyuYE/dmfpTtUq5pfujQH0MNtZHtNKk0eVtymMVokatqcAXLZKMkTLs27XditE5gqUY8alFs1OvV5LjFtvrtqjHPlTlzDQyRqkDExFyAyUsOYKeGFDZAmVqBGb+s8h17eQXDFpbgBSbXBRbElUpWsjE2iC5UWLcyq9gnydjvO1DSJnzr8+ytW8MkW37Xg4GwrDYfKKPtPEItGkU0psmvilK8t8rsrHuczvVdgzW9CrbqU2j0G8yliT1p4R/zSVYxNYi4k0Mr+4NaLDrlenWqPw8bwEKfsZoxJndCETTUdZOplMZxgo68ZcHCWSkRHLSrsOtODddqiY2+NwFNHz8+o3eOnCR//xQudubaHVyzbzWglwfDrthL7/gG8DcvwdEH6YZPooOTRtZdw5+01/rLpMOD7qt+9+xKW3rX//I0y9Za1/HjZ3wJhVhpTFGbCRE7o3Fdcyyev38dNPY+wo/lR3vX1d2FmoCWR5Z6B7zHrOtw1cw0TlShXLzvJM+9vobD1Upr21dHKLsEpSa6mcW3qOMsi03x7+DKMQoh8P7y9ez8rrHEeaRpAa2/DGRtHjUYZvTRIaWkVbcZAKip2gyS1bgZFSIqDzUSP53DNOIX1Bt2peYYbo+fPh3foOA12H8ElCRbKOgUZoGZItLyKVvJnnVIIzAVBaNJnqRW7wAlLSi0qgd40WjFOsStIoU0FBVRbUg8JKq0uSqpKIWRhZBWCEzaK7VBPWlSj/nKT4gj0gkAvOr94sf4nIfFVb/4vit8keY4BY1LKRbNw7sFPntPPluOLrnUzz9n/v5PXvyicsMH8igBOSKJOmUTOQfKkTSVtUOgSuLaGczJIywkPxXEptPtK3M58gPFzYeLDoFckxRaVUrdLOFahZBs400ECeaikVLJLNAo9HiJZxZ63GJkIIU0PdA8j5M9kg7O+qo9SrmEWaySfSfD+Ja/l5d1HyFUtpABzXoGMD9q3sh75LoPSZSZ2s4vZWKA1XGKiGIWaQi0hcRrqJBoKLMxF0Kd1fnRuJW9KPkWvBodOdTLwkC+K7M5l6PsDk96/+h0aG/LwwxTiyaf8ZOI42G1hFpYJrus5wWsjRxjtS/LA1VswcgZS9Zh+spXee8/h4JfOZ/5oKfSU0I6EiYz5DIJ6GISQPJnr4+h8M1pJUGk0KLSrWBvnWd04wePxZXhaI0bRI3YG9EMGiYfP4E7PQCpJ7o1b8VRB4mt7wLsYrlS/bhPt7zzD3zX7CXzsb+7ng++7kdlKhuwpk75v1lEeP0Dj47Bj7lLu/vgwrwn75u9GRkVWL5TspXbJ60++gflSkNLpOO1PekQPjrMw3sKOKxSuCnhcFfBo3lXH/Pe9FCa2cMlr34Y9HmbJ96uUGw3Sf3yYPeu/y9lVRW7kT+j8+F6SOyAyspG/+1/XsbJjEjfmkOsz8DrLJNUSx+w2ZEmj3pVGC5hMXduEfnmGG1qG2TfTwVxTlJbmBf524B7qUuP2E+9AuC6R0SrDxQA3dR7hzJo03pXrUR5dfJAVy2jlKJ6mIw2JWlQIDwmMoiQ7APW2GtW6QXRYotQleUNBdJbIpQyksIiO6tQDvk12tcFD6tJvshoerq2hlwRG0UObL/kSfK1BKmlBpcnDa6hTbxDMKAb86Nca9/9p/Bbn+SuGlHJKCDEqhFgqpTwJXINvD3oMXyL/rxf/PguAuR9476KV6BYg91+tdwJ4hg9H0vP+E80o+L5ExVaFyMA8uuZSOZ4mNG5jN5pUk36HPnpCo+GZKvq8TaU9RDWpIKI1KmUTOWmROCkITTvUIgqVRtCby9QrOokDGumniwhPkl0appL211vzS3TsVlDKcVIHBeGxGuJ7ce5esR0pIHYWEsfLGIMzuHMZ1JYmxm9qZ9mLT3NX1w+wpcKfj7+MsafaWPJwFa1QIrMmytyWGOgeWlGg74xyy+gdeDGHhicvvizO+ATLP6JRXN1MfKqIsrSPSnecuTUGlSYPN+qwc7KHd5ZSjGbj1Jtr0O2gCok2FgZDR2xcycifwamtn6EuXTZab2TajOOZINvL6J7CY+f6kIDbX6Oa0lBqEmcozhOjMWInVRL7p3FPnSUUj0FTGhGwUNYsY/jGJNtfcYCKq3O6tpnot3zMqZpKkrtmgKmtcHvjgfO/p10L8/XuHfzd/BLOTqUptZpEFt+LfHsXH1nxel7zts8A8PobH+WBoStJHikztS1EaAyMDw3T/Nz7JBTCyjTwSHE5VwV8BEDw3AIuEP7ubuK72nFGjwAQBh5fdikL73iYB4qraDhyIdHrD+0n3ruNI9tbAd8AUE5ZfOKJl2NOarQe8bPD/JZGssskKUVyYK6NudkoFDVy5QAFL8AVVoG+1WPMXNaBcCESzrApdI6x3gQ7L19Li7YRtexQCWnkuw2KfQ5t3XOMDzZgFAVGwaPWIHndur3s7exieqGD6JCLVhRU6ypC9/AMUG2PQMWjmtCpdLu0dfhEjPHJBIGzJtEhj+DUov5B0MQ1Fb+KC3t0tWZoDBY4GP6NTSQvxG+T568V7wO+sdhpPwe8FVCAu4UQtwMjXFB8/jE+TOkMPlTprf/twVUkzT+bIbs+zcJyhUKXQjVmUurw2JqewnY1jplpnJBGOa1QbXLAAysjsAYzICWiNYhWAmfM8r2rZwSRsTp6ycGOW9STLgMN85ybbiA07cGeZ5BAaq6T/PoWyo0KhR7J5atPYioujxXWkDhWIzWaw9PTFLp91Sd9vowz7k+knaERkicambdD54U0kkaZyAioO55GAunCEgo9jdS6HRCQPFYjfdAj32n6LqDrV56HAj37nWHHxR5oZubqCOXVFfrbhinUTGazYXL5ENlsCM/WUEN1lrVO40nBqYYQxdUtzK3WuGfD3wNBdKFyRds5HpVL6EoskDRL7BntwskatPXO8e6eRzlabuNb+y8h/YROaNIhcG4W9/Q5ANxsjuplAwzfKEi2Z7ml43HenNjFt7KbeSalEFVUtM42xm9qp5qE0Dj874duJX39l7guWOcr+Ub+4v5X0XBQkpbgGoLaSzYTODCMO5shdsZXa7opVObO9DFu/NBBTtRaSKt5/vDf3n7RPaKm00y+pp9ip+Sm6AF8ThOM3NJI218vrk+qF4O3EydcNvz094jvM2j8/oV1Wa2tlWpSEIv5EC57Ok56P0TGHPS5PJ6lMbspSu4Km67GeYbHG4gcMuk8WcdYsKk0h3nv9rcysGGEfM0kNwBIWB1bICRqtFpZ7GaX7BIDveRTN52Av7bpSuELy9T9asBI2Lwr9SRLrBnuCnQQHiqilYNk7AD1qEQvykWpOg8zK1FzKpVmDV31UDM6yeMukdM58MCLWHi6ipFzCI8rOGGVapeKobjUC+Z/Nwx/xRC/bRj9OiGlPAj8Mhe8a37JvhJ4z6/z/SJfxs2fJdARZ7JZBdNFnjXR8wr7xvwVACvPebV4EXCQVR8A7MZCeEEdJ7Co4j0ncHVfDNi1FJCLjJVQnVXxCYSQTLd1EWlqxJ2eQeoaesEhVgCtbPAEKyBWJzkM2kwOGQpQbBcYaxZYaAkDKdLRNSgHT+HZNoHTs5w42sLhAZs1hsWa8CgPt2ykqaMdZ3QMN+5T5mRdwVyAwNPDuLOzJDevZnpzhPFrYgTWbCM6UsUYz0FmARwHz1CoRSRClYwuxJFSsKxlhuvTR5mrR7j7zHoq42GesdsRqkdwQaCVXQKzKl/IbOeuFh9ae2PiIHWpYCoOY+U41QULPa9iag4vDo7Qpi3wHXMjeklFKgK7K4F+2r8uimVReneOwQ13A7Dglrmv1MOOmX4cC+yXbmR2rYa7pog7GqT94SrNT3m8t/A26uk6vd+Q9P7sAoXTuWYjo9cY1G/thFo3asxexKX6sdE02Gj6s6pNtz7DxN9fuEdO3NnLJetP4HgKG80LzajrX72L3We2UAsrLCwDc6Gd2KBHrlehvKxK4KxJy445SCSoru8l32VQaRKUl1W5ummMyUqUoXKCxNEcYmgcGpIUViYoXFXmO1s/T1qtcWvtrSgzKYJPnMTN5wkCAzsS5F68lEKPgomvI7pQDTLuJDCFg5ayKbWFMHI+tCwy7qJVNHKjTcTmITRp42mCWsngRC3BnkIP8dMecv9RTKDJ3sDsGotaDDLLdbQK6EVJ/LigkmmgbEJ8TBI+V0CZL+A2xbEbAyg1DyNbJep41EMWsz0RFCEJDl44z79x/Hbm+cIJoWngQLlRx0yW8FwFM2sSmPVYkBHcoCQ84WJOFbFadPI5Hc1WMAq+r0w1YVCNKGhViWZ7uHGFWkyAUAhVPcycRM6bTNoxwnqV4QZwelvQNQ27I4HdoBOYrZM4XsAsBKlGDKKDfje+2BejNlDh6rZBDlutTNTSlFvChNasJ3ncxq3U0QuCWTcEuLwjNsHnL5ljYr6T8EQbpUa/hDImdRr3F8/b+Mq9z9CS7cXuSlCPaFTSBrVoiuCYhTq1QODMHJ2lOE5Qw9MN5tZoLL31KO+JjzLiFPnK9Ha6f+SXosVWEzPvYh4eovGQ5N9btvI7t+9kpRHgJcEqltjN3468hOOn24ge0wlNe8zMt7Nl5P2IgkZ6vyA4ZTO3OkB+wCOy4lJSR6sMv1TnzIZ/O3+dvl/s5WujW5nORXAbJDObNNLbJnltxz4+a26n0hhFL/kws8A5A+1nT150naUqcCIeH9t+L2+OzgFQlXWO1hz22l08XexiU3iQN0fn+HLn4+w653Ln4M1sbRjkD0Nf4tPj13DkSBcfi05wZ/oYAKtDY/y0cytCguyoMHDpGK9qeppbw1P8oNjIRyZuo9oSIXNNA6VtZZxqjcgRk+Bxk0eUAaSt0nbC9ROnaeLFgpjzdcz9Ie5suZmPdd3HDe3H+Mb6y7HmlxLccxY3M4+7sEDs4CxKvYFaWEEr+yy5g6lOllgzbOoc4bDZSiEboD5iYB6ChkNFnLN+EtPnyzhRCzUT4IfZdeyd6qRhpHL+XGmFGp5uUW7xIFFD1hXCxw2a91Zo3FXGiVk4QQ03bFBLNVNsN7BTvsJVaMof7vWwIBCo0RQsMBtten4Gq/QdEv5vihd08qwlTGobNvk2CDUNmTWwMh5a1UOqCt6i+ZrIFTGzMYysil4QfrlydhQjPEC+W6MW82XhahHwTFBqwjeQK7uEhy32pLtQFI/QHGiZIl42h9RaKXQq5HpMzKyBVHxmRrnVwjPSVKMqMifYMdxHJRNAKynUYx5lqWBlTUKjHmpFMF5PQMBPCEuTM+zqSlGLqDghnxZqTiqop8cuArW7p8+hnwYdX+g4v76FfH+EiK4i9p9AOTPIs3OsxvqzsJUEAAAgAElEQVQmHty8HF24fPuJbSz/6Glfm7S9jeySLuy0SvREA+7Rk3TdN8+7t7+ex1b/AICgUuX4UAuJAxrJ4zb6/tNECoVfuA5a/zaURptiWlDoNelceWGp+vWDV/P0w8t84YmIJJD39STf0vkUt8emeOWGz3Np5g7UrEbTymlmDl88WLNv2ubTWEuSsnehhDSFzg8LKzhXaeD4QjM/PrmKnf0n+Gz7U2y1VH6y/IeAX95PfqWH/i8/xU9vvRzrzjofSJ3mnqmNKM4ihOh4gENeO2tj4xwypvj86OUkToBrKOSWOzQnChQfaaLlLj+pu1dvwE4pxPZN4LkeXk8z2lQWff9RWh+C+t/DW//gDppeNkpyeYZxr4FY61Ii435jcaHTpNDlEzQCc5LwSYMfWOtY0T6JoTi0xXKoiQVGE3Ey9Thq1UK1PZyQihOMUA+peAGPlF5iY9MYey5ZS+vhEELXqDQEUBwfi+ymJE2tC0zVU1RP6xgns2j1MMUNabJLFKopDy/iIHQPWVEpdvkQMKe5ykvbz3Jd/Bk+t1Xj7G8ySC+K3ybPF05EXGbXGz4wftRabBz5mM1qSx083ylQ1utI1VeLAVDmCzilElrWxjUDVBM+20iqPq/YM30g87PCIN6cibAVwhMucnwKr1RCK9apxnXoLeGpfj1Sq2rUTgZIl1VSe2aJnw5SagthJxXKzb56t1QkeslFOzpIm+jhzu5bGNy6k6FKiqd2LyN5DEBSahfUUi52g6C8dQnWQyVktYoajyFdD28xicli6bxmZzkdpm2qGWdo5PwpMuerBO6LceDpFfQf3n0+CY/c1sXWVx8ioNZ4xNtM61HwDp/A/tY23hi5ihtSz/DZoSsIHzWJjDmotnP+/3xuaD1d1MMCJ2eglhSi5xSKh1rZpL2b2Lka5v4z9OpnyL5oCdWYIHmywkK/xebAEGDRooVpa5tnMt9IrhwgMHXxAJvd7EO8tBGLL567jHctLgXcPrKds/kG3tf9My6Lnuajp17Fvi+s462/o/leR4vxR/teTc+zWpv37OY+9Ro+f/NlJKJl8httypMmZgasYwG+UtrO/xPcSmKnSdP9x6CtGbWcYGowxfIfzp0/d8aBs7hb+nGa4hQvaWV2o0LLExbWc857yz88yWDDNrSBAp4hcYIKdkJFqirZpRBelcGu6dR2RUk9U6c2bDLc2kstBvWwh9JeJhktM93mUJzWMIqSSko53ySVgRprgyPcmT7Gh/5XgXtaLiN+wsdyRkZdIqMwXw7gbC3R0TPL9OZmEF24hsLMRkHHunE6wguMFhOMZ2I4gBNy0E2HlliRZjPHSmOG97b/7Df34H02nqeyXQjxEnz2ogp8QUr51z/3vgl8FdgIZIDXSimHFt/7U+B2wAV+T0r5k8XtQ0Bhcbsjpfxly42/Vrygk6ehuv5sZkqg1gRKFTxN4FoCYSuYGZXQcBZvPuuXfiEP4Sh4DTEYG8cNGXgaIH3lJKXul4gApWYVJ+jL0YHPHZYKKI0NiIxKNeAnV9dVEcJF01wM00EqEBwtnAdLhwDths3Mr1EYWDHGZD5KJp8gtD+AePIQA94a7j18FWpN0n+ggDg5jOhsRWpJKt0e5vIiwy0BxHXrkRGHULxCaTZI/LBO054CdUvDbhDUWqs4AZ3y0kaMxUGsNTdRbA7QsCdzXo4OfPD96978MB9qOMmDZZOfxDehRqO4+TyJr+7hlLyE3SuXo9oQXvDhWNVokKhYi3jK55jLy9YxdGOAxvXTNOkj5McbiR0wafr2kYtYUu7icZRaFbSSxDgzTUxr4UStiTWGDzfK/7SZvp1Fxq6OERm9GMak5xRal88zVE+TmQ/zzrFtHF9oJrOjhXpUMtUeY6M1hFZUaPjCHsZOruFDn8zxl02H+bv5JTTcF7jo+yLf2UWl4VLSt87wxwM/4Sfzq3lk9yqCEwr6gopbUTAKElQVJ2ohNVBsBWHXzn9HedsA05foCNeguqzCnZse4DNrryT4kOWTBRZDtQWVhQCBOYXQlEto3AYJ1ViIcp9BJFilbIA1UyZ0JEcsEcaJBbDTBpmVYaa7DfS8ipX1MLIOtZCBa/kUXXPM4D+yq3hFaBd/2XSYxpfn+afodSQPqsTOllHzNrVIilzJYmnHDFN9EebssK8S1lXgkoZhPCnYM9qFOBPCqgqqSY96QjDrRXhEG6BRz9OpZ3je4nlInkIIFfgX4MX48Ma9Qoj7F73Xn43bgQUpZZ8Q4jbgb4DXCiFW4Hu4rwRagYeEEANSymdvuqullHO/+VH68YJOnhJ/NilcvzxHAgKsjMTIKUSHq3gH/XP6bKPPM6HYGyGkrybfHUCqYGYFoQkPo+jhab4lhp1UqEckninRyv7alJ1QkJtbUOrNVGMK5rxAmQ5g5CW1qO8vbtQB9+K7xJopYzQp3DPwPcKKxa41Lm9sfg8DX44jD56idaYZqam4p876P+HkWYzVCcxIlTf372ZzYJAuLX++M/9v2TbuirwY4YUxcxLXAKFIvKBHsVUnvXIpnqUxeUkUu0FgZEM8208W61ey/K4jfKjhJPurNd5z/7vou7+IV1kc9J5Lav8C9VCScpsk3+cLrLhhj9lNAYzrL6XaY3PuxV+66DfeqN7AwkLnL9BLAU7d0cvLXryHnZO9zFW6sLIuH376Zp7sP8bPvnnJ+XI42ruVmY0K4e9e+GxkBC57+TkuS59jx1Q/h+bamDmbovNwHeHCXZGXYjSWadzvgeeiPHqAQy9t5aXJ5bhHTxJhERbV34s3NIas14gN1QlqNV4TzjFWm+Cxymr0gk+VjPZmmQpEqcaWYicFyb45CmWT3IYmQueG0JqbOHuNSuvqSTLFIJe1jvLm6BxvXvs9PrFnGT/+y6uIHckyfl0Sd0URxVFxAxrVuIKV0bBOTtJcqTMWiDPXb2FaklJnmIChITUFT/eVmPQi1Od0QqOC2NPTuKMTpNYvpdQZxJx30PNVHrU38ODtB3hJsModiSHu7Zshe6IVxXaQuopr+OuMNU8lFKiRT3kodYFwFU7mmxjNx1APRmjaU0VImF9mUm41kMJgeCLAvxSv5PK2c8DRX7imv3Y8fyD5S4AzUspzAIvQxpvxIZDPxs3ARxdf3wN8elF46Gbg21LKKjAohDiz+H1P8f9BvKCTZ91VkapfZit1v0T3VIle9hVp9KyNkkggYhHqQQU9B2pVUI0o1JaFKbX6dsPmvMQoehhZX41ICjCbAgjPdzjUiz47wwkKKg3+2qZWgfCER2LPlO9f09HOyG2dVNaXOZ2M0//1FecTtzo+B8eXcGyzyiUmbLVUzrz+3+gJv4PUvvVUk74JWfRsIw17FvCCOoV2ha7UAqutMbq0PHUE3y4k+OLYdob3thM/CYEFl3KDSj3qexarRV8t3G6LUGzRyS6TyGiN6XKAJrmOYodF4h0j/HPrXvZXa7zxy3fQ93E/cUmgesNmyo2av8SwpsLAIpwpUw6RDJRJB4o4UuHlDb8o6jmei2EEFLTebpxzQ/7GrWsYfXGY7Vc94zOgWvZx79Iwv//4bcQfD3P6g620DF1oDs2tE+x83d9zRe2P6PqIfz/XooJrI0fp0PKM23EKdZPkqjKnS120PerQ//UKwpFw6MAFAY/JKfg5Pc/Zy5uwVqWJ7h2jFFCYq4T5Yq6ZT++/iq5H6mglh1JHgJXpKWqpWfYFu1A0j3WJWU7KNHYiTEgIZDKGp/uq6OVMkCfGl/OJ0AwfbjjBhxtOcO1fHuVvx15CuuZT1xbKAeorqhT7VRaWh2hJdhA5kSN1rI5r6lQbPCYvVRCur3eq1kCpC+ohiWdIhAuUK8h6DW02jxE3MaeLuEdP0j3Vxrv73sTgDV8AIGmVyBhQbQhQbtLJLZXEwhVmyhEKxQBqVaCVBLXxAIfrbciyRnJOYs5VfD96z0AKf8ZszQkq9TgP1weeh5Hqx68Bkm8QQux7zr8/t8gshF9O4/55AaHz+0gpHSFEDkgtbt/1c599Fsgqgf8QQkjgs8/5//7H8YJOnl5VRSsq4C36ngNOSGCnBCgKRmsUqzeMp/uqSVoZ9KI/W63GBbWEf3O6lqCS8iFM1oyHtlDGMDXURhVPE6i2v189tMjUUEGZUjCz7vlE4YyOodQ7ec3yp3nTpbv43nUb+OKuy2l6TCW5d46eH2R5ffh9nHndhS700oFxzkbTvGXVLl4X28dfT13PjoE1GHlBubeGrrp8buIKhnMJstkQ+qBF81MOfXtOIgyD+au6yWxx6OudYiIbRTlqEjtX8dkipg6qBEehFpNMbwlS7HZZH57n3lKYP9z9apZ9afi8epPW1srpl6jEuhfQgaZQGU3xODuXojwfpJZWaQ3lGC/E+NjTN/KjzhH+d9uPKEuN1+1+G6EnwpSb4PjvNyH1RoQrkKpE1Fwe27WS31Xr/GvbLl4RKvKKl3yB/rl3X7Q2qwSDdG8co1ENccet9/OdnTcQPDlDYWUNF8G/zl3BY0+uxIs63H7JE/RdO8vDuc10fWnYZzHhoy+UpUuQIxO/sD4bG6xSjetU+5vId6m0qA6PZgfQR0yMXAk3oOGaEkV42K6FrCm4ZY0js80U5kK0zXv+6J+cxcg2UKlraPMaTXs9vjv4Inbd3MPvtT/EuVobM+UIk7MxpCcwAnW6G+ZZFptmrCXOAfpQq1GsWZvIiEYtAVpXEcNwKJcs6tMm5rzAyAmE9HGd9SUtaIkolY4YlQYN4YTRjvrC0/Gnu/jE5mXcHt+HI/2lpmKbQaFHYPXkaIvmydoBPFeg2wJzHvSiQkE3IFqn1K6SLUSRChS6QHZWqOcN1EGN4ITArkZ43uJX77bP/Rdrjr8Kjfs/2+e/+uxlUsqJRa2NnwohTkgpH/vVDveXxws6eWo2BGZAuBKtDEIuGmd1eMiQgz6n41h+B7EeBhRwXXBNQTUpcSIeOP6M1QkIPF1FuCZuQKPYZlDsFHiGxDX9c15pcdHSNp4UVKsByo0awZ4unEHfcCx+1uGn48u4PfmkPxO58QSfu7yVu75/Mz33Fun4D4eexNt4+ZpDHMy0M72nGS8kqa9UMQXoiosb8ahEwIxWOXq2jfTjOo0Hc6RCknKLhxNUyF47QLZfoffaQT7TdS8jToI7xm+j80gd/dgw7pI2PF2glhW0ORUj5yv4qBWFfz+wmn9XVhE6YyCD1vlzmbm6kw0bztATyvD9Y+uo7UoSHpN0HMuj5DPMbm9ix7YwakGl5QlJZrKDdyfej1rz6D82jtMhOfU7Af70yh+i4vFErp8jcy3kD6Xovq/I7mPr4aMXHvqP3PZ3XJ/9E19+rb/qw1iG4Sr3FQghGX65Cje2sG3pKR7Iruehuy+h72+eRIlE+NoHrya2bo5aXFJZ10nwdBB3dAJZr+EePYliXfhdz4b6yNNElvaRX52iMFDn/a37WGeN8BdXmhyM94KE1oEZmswCQ/kU6oKOXhQUiCBcXxch1tJMbaAFsaLAx5ffz6dC1zA92kVk1OXUk928v/82PE9QnwqiVgVO1MXRPUYX4uSqFq6nIA0fc6wOTpGaj1CLNJFNmNRU38QweVwSGSqhLfgzVycZotRmUVkTwDUFalWil1TMvh5EpYqRl9w/uppOY464UcZudRBSo5rwiCgeNVcloNXRTWexu++BgFIbpJuzLISCZL0IShXcFptVbVNkUwHGy03ET/rOm89XPE/ydr8KjfvZfcaEEBoQA+b/q89KKZ/9OyOE+AF+Of//3+QpHOmLHYT9J7RRArUiUasCV6hYs4LIuEs9qFCLC2pRD8fyYUmuJZGmi4h41CwV0GDOZ7PYCYNsP9Qa6ygl1W82BSVqQ5WO9AKeFExqLjPRAMW2NtKHGgkdmyZ0ap7qtxp48bk/5HeuepQPN5zgHbEJ1rzu07yu6Z2ETxmoGckD+9cRGtRpe7pGPazyLfsKvhbZTuSsSqwO2Y01oiGb8v4Iia88yWLTn9wfXUr4mmne2LWHN0ZPEVMCgMkHB68msdMkeHYGr6eViSsiFJc4qEUVa9bXnNS2LHBVywjHFpqYGE1hpyQTL2miKRnCDWjMXFfj7q57mXAC3FPeRNPeKvpDvuCGCyRPn0OrbiXfpSAVF8V2CJ4t4Z46iwNolokI6tSlykPzy5koxri16wBn0o08PbKG5An7PCsIfArm1bfs58+aHqZFC3Pr2WspvyuFHJxh7HfXccktJ3hX8w4U4fGhU6+k83uTuPheSd1/9hTOizbi9sHY1TrOzY207mgmfLefnD3bRmxaRT1moj28//z94gVNFvpVlvaPcXtsCjD4ft9POdhR5QtzV1BxdcJqleZQntFIGr3oy7RpqQqZdUGcUC+FHo/vbPosG02DS/u/y4a174eDuu84ICEctCm1SHTdpSFcwvUUprMRZuaiKKrPLXcsBXc2A9MzxPqT5JapSF36ot5niqhnx8+7bWpNjVTWLGFhg4NSUokfFwTHy4hiGUwDM+8yNpjk8YalNJkFn8YpUqhFleJQjJOxIMmGArru4nlgZh2EKxGuQTpYwlRdRmMhtJJA0T3CWpVoxGa6LYI9F8ZaeP7EkJ+nbvteoF8I0QOM4zeAXv9z+9yPT/1+CrgV+JmUUgoh7ge+KYT4B/yGUT+wRwgRAhQpZWHx9XXAx3/TA31BJ0+pCuoRgZ2SuItJ0cpKGBRIRSUy7mAu1HHaTd/ewPCV51Vb+LOJkCAcreCGFGoLUVTbfzraSUE97iLqCoEZBb0AzmLTNm9bCCFpSeTp6zqHucnh8S29TB9oJ3XEJXquQmRY8L0TL+KhVyzj4ZXfZ6ul8onLf8CnWq+mmgvhlnUfQiXAmq3RulNDz9XRsjZTVya5duVxXp48wB3n3nT+t3rb1+Fty/H7Sx7iqsAEYRFgp+3x9qffTPy7YZoOz5Fb20D2tiL/su7fOFFt4e9//HKCs5LclhrnFs3V6IBPdXTx1cEtzLeEKLeEkArctHIvnVqYTg1u3niA+6sbSbduI/7VC2vpiX2zzC9vZPwaiXpplMCUQue3qzijYziDwzT+pIVPTt5IeFhQ6JF8YM33IXWaO95R5fAH1vLHd7+Fm97qc9J/b2Iz//HwBma2h/ls1wMc3N3HkqOLzZ0afKP7IVSh4EqPbDlANHvxGqb2s/3E2Yj1ygU+3n8fb/feRv/dF96fWxthYaWkx9uA9vhh5KYVnH1liOjyOeJmhTGnSLvmN+DWmSYHMm1MDDXQ1j3H8sQ0arSGMqxhzqnUQhoy4lBs11FaK3RpdcDgUbuR4KBObKhONakTi5S5puUU09UoQ8UknhSETJvW9hwdgQX6A9PM1SN8Xr+c8PhajKfP4AQUlFSNaKRMIZek2BUkEOxGzzajTGVwOxrJL5HcsO4ZjmebmBtrQxmcwFlMrhEg0dzOjmQ/G7tGiJo2E6ZH4IxOZNTDjhvMr48Rby5QjErqEd+GGKBUN6i6Kl7QpRYQhKw6E6UYjqeg6y6ldgfVfr5SgHheGkaLa5jvBX6CD1X6kpTyqBDi48A+KeX9wBeBry02hObxEyyL+92N31xygPdIKV0hRBPwA7+nhAZ8U0r54G96rC/o5OmpvjiIa4FUJXpBYGVdogWJpwkQkOuxKHQLaikHUVPQ8/66j2tBrUEhHvDL8EkjgmsIykGFYreHmqriTVuotl/y19IuGjA3EUMpqeTbStzceohbI0e4NbmXz6WvZFdPL6FjIVJH6rTsmKMw2UTfDe/kRWuOM21HmB5LYI3rhDIQO1cnMJRFmhpOKEI9plNqt8huqvJXrf9Bgxpi5/bd3Pvn2/AMeNHVB3lf4hDfntnCh0degesoyJxB41OCxBMj1LsbKbwhz9HFJHlVYJzPDinEdw4x+8qGXzh3xYpJS0OOcOsM85UgZwppPml106HP8+rEHj5xyxP85PpG/jz+Rpr+eREcfuosWrkJBmyiIZu5WBQvGTm/fB/7xi6SDzUic3mCL1/Lzld5XGYpHJpvw3hoP30n2rj9mu28Pv0Uez65kZ6vP0Vx5VI2v/UPaNx74djy/S6q8PEBe6uSStnAGWhHzF0Mm5EKFG2TZ+wO9OzF/PTMVgeExAmqiMtWc+Z1On965X3cO7WOZ364jGvCS/nIrXfzhkiGj82uIPdIMx0nHMavbqRxQwG3qhI752EUXRbmLVwLzAVJqRrijq6XcW3yGB9/6BaWf+UczuQUxpJL6YnOc0P0EHeNXc/YYx0EZiSDqzzee+VP+YPkufPH1nf5FB+afz3twaWUGxSikTJrGyd4NBvCHjTxNAOnx0SvRKlFBEp7iTekniQTD/P+5a+HRAwWk6czPEp6fww7GWW33YtiuChzOuExv5npxkKUW6Mkl5Sp96tkyjGsORWpeozPx5BSYCZsulILqIrH8cFWjHHdt40Je1RTzyOn8vmaxEr5Y3wtjOdu+8hzXttc0Mz4+c/+BfAXP7ftHOeNYp6/eEEnTyF9QyzVBqn5CREBxkINqSoUukyyS8HrrKBIYMZEKvhA5JhES9rErQqZShDFEdSjglKbx/J1w8SNCjsrfT6Fs6PG6iVjTBaiZEdThMYFBRHiaFcby8xJTld9DZ8lHTMMWwkyhAkdrxL8wW76Z9axe/saENB1qE7wqaO4WR/f+Cy4TGnYyOSlJtUGDzNU429mt7PEmqHi6tx202N8LH0BKvKnU63oh0PIhES2V5jdaFGLdFFpFnxg2YX76eGKSvNj8zjjE4R3dPma/sDHZlfwxHu30BjXcd9T4sFlP+LbhQQf/c5tuHfHkJbGybcHeOZln+La4DQf/7nJQuvjZTLZEPNLg2iNNhNXJWh+TvP92eZN7OAs7/zce3EN6Fzs6DutSb7Y6eub/VHMT3bu0ZOk92+l0qAQW7MMN2IhDY9PLXQRU0s8mFmNEDC3NkhTaTmiZOOkozghjVpcQzyc4OsP3EDPVy9oep75h61ct/YQD+1ci2rXyS6x2LL6JADj93fT/o/+8XzhsVv463eVKc6EaD/lYs1UEU4AQ3WhrhCaqGKMzSOVJqpR39JaL6rsTA+wK95N006BMzmF0A1ya+p8s+cRQOGvPI2uH+aQ+48SfNUW9q3ropo4iSslB2oap+wWvHSNSsrAKEimM2EqKR2hSKx5j8iZIpW2EOVGlXpQUC+YPFFaypbgWZb2TDK/pYPYmcHz51zNFAiPRQADNyARjvB9PWp11JkFjFyMmFGhr32WR6oDlAaDKDWBOxTG0yXhnhzXNh3nWLGV4dMG7Q8XQBHMrQ1RjT+PrKDnzwL+/4h4QSfPZ/tniiPwkEgFXN1vAClVByks3IDEMByqFR0Mid1WJ5Cq0JXI0RlaQFNczmVS6DkfguQ11rix8TA5N8hO+vwEbbqkzBIzpTDC83Gloi4YKib5gdjA4UwrcwsRTKuOpnk4wQuHqM0W0CpBPB30Qv184nxuaMUa1QYdqUu0/REeenQbDwbATkuWbB6BxeTpSg/LqFNYW+RtK5/iA6nTHK1VuOPsaxibjzNYTfOsPOpdI9cjJv2ZWvN3TrDksrfiVTQG3rEXhQNYQORP/BnpbZEF/mZG4B3xLTVWzHVyZeubsWs67f90Mc9ceeIgLeNd2A1tvOWanVy97RhvaP09+j5+GK9cRm5bg2eqKJkynZ89ft6lEoC/uvC68ZUjPtQZqAcFhR4PT0ui1EHLSf5x77XogTqtyRxLmmc5tbqVQCZGcMKk3GJSblR9Va1dBeTeZ84nztwbt/KyK/YTVqtoRYGd0im1CIZySf7qmRtZ+ul95/c1frIPs2MbIiYQ0qHUbiGbqiwNT7Mv3IkT1NANXzymHhZotoJmS4JjGt6MRmRo0Ztp7QCv3HBhbfXKhlP8zN2CBIITNvtGOrnJvoVTp1sJjmjUoxLTFgTm6pgZm1x/hHKvQShs42kmyugUQTdNNR4HBOaEzhePbuNQRzsAC8sFyeX9uMd9JZZ6cxzXArUKCJ/+WuhQiHSl0YdnsTKS0XyC5kCBcMgmbwQwMwpaGTxDUGywKLoWC9UggTmJcnwIr1Agaa4n1/OLzbf/UfxWDPmFFVLzxW+lIjEzCnrR72RWmi3fciMqkKpHtaIjyxoEXHq7Znhn56OsMycoexo7ykt5pNZPKIefdDWPuFpmsJpGn9GJnpUU3ACP04dbU9AlVOPghlwKVZMzMs1CIYhbV8DyrYxrqkQaPhc0ty5NeVuJQKDGUFMc4/JLfQO5Yw7WA77dRi1pgQeBcZX2h/OoY7M43U3MLw8xmu2if9+7cSIuCAg1lvjCJV/lisV7eqUR4I+7HuRL1uUcyHbwx65BTKswmY8S3RLF+uEs7sICyz4YOC+J92x8vvt+fE8+iN00AZ/2t7vjUxSObCR94JfXWdLQiV06zQdSpwGd02/6DCuWvJHATyPUQ4JaDMwFi9ZHBCwmT7F5NQ8u/9r577il5QAPdG8E6Zug6QWBkFCP+mNMmdOpRRW6u+a5PnGEb2pbGD7dS2BGQaqCSiM+tGwhSOiwiaxWqb5sM+obZ1gbGuULQ5fhmTB5hUSGqiiPNbLi7gmceg1hmohlvVRaw6g1MPKSSlKl3CRoSedo0bOYZh2p6Qi7ilbxkEkfthaaqmIUVPRsFfY8A4ByZpTHp5bAoiLVamuM72y6jsbJRgotFs4cjB7tZNkDC3iHjiPWr6TQHyE4nMM7PUSidwOZrUHWNE6yZ3Wc8FgnbkCl0KFQafbQKgL1eJjdk0uRqRqyuc7EtWmagwbC8ZjvD1Ju9BOTVMEJ+w/wQpdFckQQO1Nh8ESSA6pL3VXxDP+66kX/b2XGZHemG9vRsZMCuawbbSKDU3VRay+4bvv/MfGCTp6eDsGBLPnJCJEDEBmrUm4ymV+mUk15uPEaZrRKraKjlhTckA8HCilV6lKhtChrpmmeLyJSB6+mMlpPMmlHEY5viGXNgmtZyKDv5e6EJOjST5ohhSh5c3MAACAASURBVIZoiXBDld5IhvlakD2JCE4yhN7TxcJShZf0H0MXLrutbt7d8yhviPgzwrd/+DL2fmMtqi0xM4LAtMQJG8ze3EvhqjIDLUOcebSH/k/4NhZKJMK5D65iaEUDV1hzHK1VuCe3EYBXNBwg6wY5Umpn0o4RC9hMbE/QWdyAeXICTAM1Hjs/8z31uc0k1AtOaztW3cvyj/wuHQ+VOPuqAJu2nuTY7DLCP3fOhW4wenMjz6z914u2R4M2NRFBrUE95qGtLnByfYDY3ktJHqsy9NaLa7a7fngT7UvrZPsNqglIH3IITFSY3hrBW1FFKBJFQskxmHWiBLUapTYP4VrYDZJ6TwUzUGes2UJcs45E1wJfXv0p1hgWH55ZzdRokvTKOe5c+gD/PHwt6gdrONMzuFdv4N6v/SthZTffKKS484FXE5hRcCyopjxSQjJSTVHOW4SOzeAMj2INjxLq7wVdQ54bQXkOBRN8/dL4J7pZ8rtv5QObfsKRUhsLqyTIJdRiAuF6Pp44aKBaFkhf30Dkij7j6UdHGelZzZ41EepJl5lNAV9kpq9Gb9cMM4Uw9WdixE4JajGLcptLqU2ysCJKIONQCwuckEQrC4w8KHUVzwDF8ZB2FWM0Q2Sw4/9l77zjLSvLe/99V9lr935679OZxjQEaVJEFIWgAmqMxhBbNIlJbjQx+aTfGEti1NxEby4qIoKCIIIKUhyYYXqfOWfm9H7OPrvXVd77xzqeYQQSTfiDz708/5292j7rXftZ7/s8v8JCc4hYuEQ5WaVW9qEXXJSKMF0iRF2gQOWiEiPhIMGxIN6MpBZ8BWeLryXPV1GokqZwjtLpKImnJ7AmJgnsuojZHT5a1s6R9BWYK4WYXkriXVCw8wqD/gb+UV6NrroVR004WKaK4nPf2tIWTFTiBLUaYqDATMLngs01VyNT8dgIKbCzOvZ4gJTPB0ELj79G1XZvl7BcszkcB8WEE5kmJhZiyHE/Y81JWE6e/9q2m77WDTQ9a+NfdB/kTK9B0ztHOdDvyjHcol5N+WsRyOVw8nkCE/BXR97In1U0gke8CAn+a+b4wNrnsYGn0/3sHenEKWpoCixs8qINdFFqEJirolzRM8Rv1j/JNuPwi27nl9/zFf7nFdfxpbYfc43f5OIrk/DZC/dRIiEKXRf62lx3+gZqD9XhX3CoBRW88wpWs8K23lGOBZuYDUfQxiSXHH0bi9kgTXcZ9J+cZvC3m/nYmx7iuUwPoycGUIcm8XcNkC1oSFWi5lX2FXrY5+0EU0EkTdovnuLK5GnOlhp4fLQfoTus6Z3i4f4fAu50/KHRdahZjd95/RPc4K/wz4qzUotVqjZBxd3vVLmZ0IiCFYBqnY3UJTOpCEeNFqiqF4D47aFhEOJlaTLiuSPUd+3gfyrXsq1zlM510wx7G/EsqCgVgRmSzF8cINywAaW2zBxy3BeKk8/T+jfP4ly6ifktro6ssMAzqzMdjhANlljwQWDWITzqsFTTXZyyz112u/V+iV4QREYs/JNFbL8H4UhEKID0GSimxDEVDM3C56tRlT60snQFcwyJqjh4VZOuhhRz/iAZX4TYKfH/mxDSKxqv7uRpCSYzUfwzAmtiEgB9ZA49381S0U+27CU3FyQ0pBGcdKjEBGbQw1lRh1PWwBaguSrbesHt3oqSyrF0Mwlvkf6GBcKtFWqOynguRrmmE/RWqVkaqXQM35zAyCp40xreRUkl0UiuQyWWlajnZrAWFogMtzA81Ih/XKP+kMnX1Cu45dcO0q8HuOTo2+j5TgGODqK0t+BEA5j+ACOpOCNmgS49SKoSoLatkWi1ht1ah+0V2BN+fEsKoQmbakQhU/BzX34tTy31ceIn/bQcsZBCkG8VFDocaKrSkMiyq36ET9U/S0TxMWMVePupdzF1ooFwT4Y/XPUYFanT5MsxXKvnsDr8krfcXkwRPjPAziM3E/ZUGdvdRuNzFloDzO4SqGWInXJQzgU4Gx4gMW8T/NlpnGwOtS5JcGZ4eegEWy7J86HoBB+KTtC/eTXhE0nCw0XUmh+pCqohQS2ioZVU9JJk7nWC7/Q+hCF0nvSO8/jDW2g7YDHR18Ub3/xG7mx9ks+OXIP6aJSAV2Av19hOnWmlfxlHLZ49Qs+9dxIeVKj/0rPU8yy523ZQ6JR4pzW0YY0RI05jR4rSTdvwf2/vyv+uru6DmokT8ZPrDeFo4J8zkaogtc5DYUOFq3oHuS52jIrU+bqyg6FKG75ZBWGBUpMoVYlvuoDUVczOBjTLXtFqVZ45hKdvJ7kkRM5C494K6ZEgs1t9qIBWdvBN5KhFYphh15uobKqUGyS+zjxlQniyFvLACRTcUklmS8NKzVakPUzLGEpKp/6wJHp0iUprmHynTrmmM5qJUygZ2KaKUhPoRbnC3Hsl4rVl+6soFBNKU0HixReMis+Lbx6Kp8MICcGMIDRu401Z1IIeHB28PpOKFIiUB60g8M8J/HM21bCCnlUYPdfAmLX81g0tS9tldaTPRm108HlMpCpRlhkboScHsdNpAoD/ko1U4x5k0W0mBEeL6OmgSwmNqHgXFG7c89vUcgYDXykhD7h1M+k3EDWLyOkszncj3HDoDxAOBCckvqJFaWM7UnGvZ4YUyg0OpVYJio0o6Xzup9cRP6LQ+Xx6RSG82BhCNFe4vGeII4vNPPzATh4t7aTYbmOkVLrunqV3aA9C0/jk37+dGy49gIPgO9Nb+FLhMqwDMRLG2IrBmhIIIJobqN9fIrdUz5IGDQs2xUYN66Y0f77qx/zVseuJ3i8vsAj5OarAyb5ANERK9g52caqlxJFqC7Zfkl8dJ3R8Ef8+956oN26j2KLhW5QknprEMto4e53FWo+OLiz8M5Lg/jF8s3XMVjr4E++vEz9Zo+n4GIXNrfzdiWt5pHGG2BH1guem92N7Lvg716kQas5i7IuSOJxjsCXE717zOPd+eCvzzbsIztiUY65ugC9tU2xQSW9wIGhCxoMMWVy//iA3x/eRsQM8nl3DUK6OuXwQx+MgHIXwmE1ouIA8eBJHSpQNq5i6Jkz59m5CQ33Ez5jk2zTK1+Voj+aYS7eR/FmGQKSOlGGjRKrk2/xoZT+1oKAac7B8AssnMNsqXN9xhieUPsr1kZVSS7HNz9x2geN18KRU/JMK6rBBcMom/Php7EwW31IDxsYeCnkvTlFHT6uowtUDFbZ0hcNfiZD8KvTM/yfiVZ08hQ3GgortBefSTailGpmekOv2aLvQpWpCUiqrKMsrTaW2bBbnNan6VShoLnfdYcVy1TehERl28C2YSE11hXyDsLhBo5bUUBWJUnY59bWQgmxpgHQaraWZ8Uv8VGOSjswAyjOHUEdmCY73UkngWjy0WSimSuSYjjzkdrfVNf2YIQN9aNrlZ1sR9AL4FhxCk1WkEGiFGnL/cQwgevF6Jq8MUeyzwBYYI14iQw6hsTJW2EulJ4xlLDOpFrwcDrdQ2JdcgQyBKyknSm7tTknEqRtY5B+bXbDlP2fa+MxT19Ny0kbx+3HW9zH8thBmU43IQYOGfQX8cybZLp35TRqV9hpvax3ElCrllA9x6thLlresiweohXS8jxwAx6b33x3ueO73EBKiAtL9CpZRR3jZV14qYIYliulqByTvmuftN7yf4zu+yU8Layi0weh7eyh1mghfldAhL0aqggz6cXSBPBThKBHCOYfKjduY2aUSWZ9Cfi9B4qsu+D/3zh2c+LBbv1115IPUP5oiNBxhzozwofYn+NxNb2B0uB7PokJkEJSqxFEFwhToo17ipxwqUZ0ngn0sVgPsO95D13cdvMMpglsilDcJynUS/4yCOp3CWl72mwk/bMnypYvuY/7qEI+m1rPeKHBLfB/PFfv4t/pWUrsaWbiyxhNXfIE528c7c3fiaF5KjQKRqGCnDIy0QJY0sqaPqK9Cpi1GtKkRFIVig4LWXqA+UmDCSOI5pROYdQiOFlZq39J2UGrglDVXes8C2y+pJCXFvPKKNoxeq3m+ikI4YKTB0WBptRdH91Gpg2rMgWiN+rocHtVmMlTv+pCnbMRJldJSGCciUbwS2yepJBQczbXgcFSJNy0IzNQwzs4hTRNCAXIX1VNrstjeNMFguh7vgoKRcTv6CztiGGt2sLhBsP2q41RsneGz/SSeAXthgcZ7apCMU+5JMBnRsYMWjg7qQDdYNo6ho/zs8MoMbfayNj56+SNMVWN87/RFqCNemp9WVtTh5b5jtOxzxTycuijVej+2R6EW9VCNKFheQXjCJPrgSRpiUTK72ugcylwAs0ut85F/Uwfh4Q6yfTC08csr2z4UneCzQROtooGmUWwLYLdVCARqgIEUgnKdRqETHM0hOOjh0XM7eDDp4Esr0N8JR0+/aLy0g2fRG5KIpgaq/Y1ku1yhZf/ec9Q2dDL8Xgi9PksqsJP6B89iLJnEj6vE9k5jAdKsYR0P8+G27exfaMPurvCnW7+/0oC7tuVNTKntaJUwpQYJQuJNCcr1Crm3Fhjc9Q33i2yGT390LQqST9edF2q5461P8IMzlxOccfjaj69AbS1hWypKUSUwAYnDGYRpU2hJoOcEdYdt/N/bSwgozW/ndOcAAz/NIg+dwAZCZ0fId+zC3JonUwsSOduAWFZ7cnQF01SxEVzqG6W+Ic9QtZEvTl/FgX19JE5BaoNk+JqvAkG6dKhrzZCfqqMWdVAEeFIKsUEbI63ypDaAHqwh6yTp13fiXbJQq1Bd8hFtWCDcN8kJuw3F1PAuevG2NGMvpnBa63E8gCpxQha1gMCIVPB4LIpmBOMXyAf/nXht2f4rhBDi48D7cd85x3AdMZuAe4A4cBB4l5Sy9h+pP7/s+R1Xeq4WcgWQLT/YngtHyJECKVytTyNt4putEBnRKDV4yPYoVOodalGJkK4tgicrMLKu86CTjIDjYAcN8u0qa3vGuTZ+guFsEk8OPEWHalTFigtqEYHZWqXByLNvsYPgzPmmip3JQiaL5+wIDcHtzG81XFHc5jDClhinp3hhC0bqDh+LjQKj7Aie43udm3leXU3PzwI4y+UAcC2HmZrGCASoXrIaY66I/6nJFUUhB3BKJYLfmUZqFw5luU4QWLNEKhYm1PhihfhIpEQ5EccPhJ4cpG+0GWHayKEDqPV11C5ybXPrD0Ho2+6MduHOnZSuzHOmKcKqf+xdEYReGYt8HvJ51GSC6Q/V+PzGr/PxI7fSPtWAlqmSTNR4dP03eLtxC/mlbsLPjhLbk8YyXSFiZcMqnP4iplRYSIWQtsLF3nFcyWlo8OeYMNwVRK3ORvgtzLDuWqAs+vm9mc0rBncvJB78PD6VPM1XX3cZ7T+ErgdMsj0BMqvcbZ6CRMymEJqGWkug1ISrIbscRtrEiCqg/sLSVEIyXGSq2UOx1buypNaKFvaMn2/N7+B10SGytp8n5gcYf6qdgbtnYHGJpfWrLzjVUiaIYYE0HKQETx7802X0godKwkOpU0DCIrVeIzKkE5izME/oTDRFubnrMMUeD1NLzUSHFbeJFI1g6+5sE8ATrKGqDgFvDUe6UMBXFJr5WvL85UII0QJ8FFgjpSwvc0rfgWsv/Dkp5T1CiK/gqj5/mZdRf/6PrqGYEt+ijaNpVD1uh9K7KFAnBUIalHz1SA0iFZe+WWg28KZtvLNFgqZDqd5PuVFiG66GYnDKwZO10PMmUlcotwQQ1nLRXEKhZjBYaWRuKUykIrG8AscDek7iX3AAg/sL2wifUWl45NmX/M6+xRpqxYflh3SfB8sviAfaMX4wt7JP97cd+pd+GySYUZvtG86y9dLT7P+TDXT8sILy1KELzimrVdSyjXPk1EteU2tqRMYj2CfOrHzW+niRCSVOqACVdJSRTYUVsWWA69pO8a3XbSc03ob65EFIp1eefdfDqZ3QiCT07fP1Q3FDitNbXIL5+ubbaP2TVTjHT6O1tWJNzYDjzq3txRR/tmE/1/hN7tr8v/mk9l7kgRMsjmwnssnHn3V+n9/q+Aj+756/J8rGNcz/hcXglrsYtwo8cXYAOevhUxNv5o9bHuHezMUcvm8dXXcPIx2H7GVdzFymE+nIkpkJ0/stk+N3OlzLRga/tI2Rm1y5xm/mE3xx+HIiRoX+8DxatIZwdPTTk4iuXpo3zzAQneMn3ouIHUvgnB4mfjSKJx9yx+fqLZTrdHJdCrWwpNQQJtGyjeCpFFYyiO2BdNGHEFCNKESiEexcgWrcg+N1KJgG49UEplSp2hqePNjD4+DYGKnzs76vZhvRzroCC4H6IhF/maWwj1rUwF4u0eAIPLEKMlijWAgQHTJJnHAYGYiQb/cS8lQRjsvAcyamkdUqmq5jpIPkbYHfW6NmqWTzPsyijm9RwZu5UNn/vxWvJc9f+XifEMLERWPPAFdyXgXl/+AqPn+Zl1F/XrYkfskQpoUnUyXfqmEGQTUhMOUQHimhpgoA2LEA2f4AqXUCq85CW9SJH49g5O3znkY1gScrCY6X0CZTSNPEaW+gnPSgFx08iwVigwpTzU3cVZfAP2jgW7Ip1SvYHojOO4QPzmBk6tDzHhLHzs8OM+/aycJWSWRIwbfoMLcNon2L5As+MlWNrb2jeBSbY727aFxm82iPH6Dr8fP/59Bv7aTrjiEuvfwYw1sSjN28nf67isj9x91rvH0rll+QOG/dA7h14Fynl1y3IDAtSbxgsiWeO0KLsRkzqFFKq3x89GYe6HtsZftfNxzlmquO877SB+h98sLzll+3CkeF5JnzeMf0e3ZyYMv5pf+x7Xfzpi9ej3RauLHxEJ8/fiUdtx5b2f4/fvBOnDd+m0/+8O30HnATcNf3LG656Goqtk5g+sJGxfDNEc4sn79dCxIOlUj7DYZSdXy0+A4Wf9ZE2z88uzKDD35nnoHB1Qz+vg8jXsYzkV/Z1v/B57mk+20IIPxhSfisq+B/8Obt+NtVPOkiVm8zpbdm2bvuAQD+7qpFvr/7SoJHqsjDJ/EfBrW/h8kbG6hcXEDXbay5AFpJI92nUWyox5OX+BYk+TNhhE9Siwgq2/pwVMHMTpW1q0dpDyxxMN1GpuJDCElufQ3jXduInSmiVuA3Jy7hksgQf3PoOnxFKDU5XNY8jkex+HGyjnyr5lpp66DlVGrCQPFbEJGUmgzUikTLKfx4YoD0Qoj4BGipIvZyE9BZSuMptrkODB6TclXHzBroSyq+BYlv9kJM6381hHxt2f5Lh5RySgjxGWAcKAM/Ag4AGSnlz5/jFyo5v5z68wWeIkKIDwAfAPDiR1RtzJCLo9PmBcHJKtrEItJnYLZEybV7WVoHrZun6Q6l2D3eRXUyhKco0MoSY0lFqS57u/s0VL8XUZSuDJ3X1fhUagFqYRXFBM+0h8RJi+BQBtuIUwsJ9IKNLFew/CqlZoFe8hF5DtREnPnLLL54xdc5Uurg2aVu3hAbJ6kV+MHcOkqmh99t/hE7vCpf+a0h/m7gBhqeVYh848JucPJfnuPQ6h10r5/itzueZMfAFH+w5c2cvmcXUoWWt4xSMj2IQ+uQ+4+jDvRy+iMJkl1LLIzpeFKqq+P4CzGz00ulwW0YJOwXD/XlPoeW1XOwYwPsOQpCkL1tO7lOhfCog2dyyTUOu2oL7e8fetHxD/eftw7bte1f+egbP4LxiNuU6v/TE/zrw2+j9/Hz/6txdJyRb/ThyUsiDxy6YKLyAuNMvpJpIZMJEGrJ8Z7ePSyaIb4rm150fefIKYzBXTRcNsXo21to/ZtRACo3buOKxud4eq4X+wUc8cD9ewkn4tjpLObVm3h3389Wtm3yjXJPg0okFluhnIqaSbHV4c51u5mqxvj+5Faaf1bFO+TOmKXXg5UMoZh+8p0K1ZhkYaMH2wC6inhVk0fOrCP5Q4Po6QL57iD6JkFmAKQawJOVPL53Hbubu3CWDMwAOD6HhUqQXNWLVlRcsSIF9BIYWYGj6VRjOrYhSa1xUQa21yE3GCN2VhAeNbGSQUhuRFssIGqmiwetKdiOgqo6oDlIzT1Wy70yydMdkNe67b9UCCFiuLPJLiADfAe4/iV2/flv5JdRiGZZHv9/AUTUpHR8GrYH9KIgMmKjHT6LNDwsXd7O/C5JsCVDa6BExFNh32wb4kSIukMl9Nks3pYohYyBGRRUYoJq1Iu/3kN4MI8wbRQbSvWuvXCpy6Sjc4GJ+Rg8r8PMAv6GIOWkF9tQkHVxCs0qtZ4yiyGD8PBFOFVXg/GxzHoypo9CzeBYtplszcfw2UZw4PPBN7A6OMtdx7YTOqdRC0nUvm4XlP2CqNsH48VWHvBu5tauLPd0PcFv3uHOHv61bTdpu8TmOz9KYu9OUtssNg0Mc/hwN6u/kr7A/O3nsXDnTn7n3Q/Q75nl85NvwK/V2F1x2GZIdOH+cB4tGUwM17GqkAO/n8K168n2KXgXIDpYxI4Gmf34LmLXT/PRlp+87LMwaBZ56zMfpidrrnxW3d5PJaETuHQTnsklnJAPM+Kj4ZkU9qkhfnHBUXdAcuuuq+gKpLjvqR2EzypULzf5QGQQXah8s2ebiwwolVaOEYYBDtiOQt0V04wGd+JJC7gkw2rfND+xBwisW7XC6QdWdDQ9Tx3jK4cu4xNXuZ3/byzspFwHs+9YhVoFb8YlBJCscG3wBN1ROLKmBeW++ArmGCFwWje5ZSEL5HIBUS+AfdbPoZlekocFkW88hwSC+yG6v5PFS5ow8jZaycEMesh5fWA4OIZrUnfyeDuiJggsCIQlEQooVVxcpuXq2ZYbBNV6G4IWsqISOaFRdzCPUjHJrI2S61Qw0j7iZ6oYaYvQoMGCiKHHqngjVaqapLZgILXXGkb/1fjvLNuvBkaklAsAQojvAruAqBBCW559vlAF+uXUn18+PDrlBi/CgdCYJLxvEiufR4u3kdoguG7bYXxKjR9PDDBxpInIkKDpSAH2HMUG9EyCcLWF1NoA+X4bLVGmfC5AeFiBw2eIVLuxN8eoxgWBZImLk2Poqs1iSxvBpjqqMZ1K0r1NWjGAVgYnr4PfYWmNn+CUReyE4PG5i9HKLoNpJirRyoLEnKRcLzicbGFvqpdVX8njHDmEdeUWRt7ZSPx0/Yq4r9bYgJFzCEyo7B3p5AcNXjZ7FnlX3W4uMRxAIagYKAWN0ISFsDRGjvSx6ttDKwDsX4zMeod6LcfhSjtjmRgBo8beSC8ZZxodG69i8nR+AP+4tpJcQk8PIdU+HE2Q7QuQWi+4/Y1P8rHEAb6V6+VPz17MNY2n+OPk+drqB6d28Py/bGLge2ewU0vYV2zm3B0Kn7n0Xi72TvNkqZOvjb+OiZNR6vZDPFVE62jDiQQQI1MrhnLRoyn2DXZxJl5P9JSg7kCOsWSYpzeG2OnN4A3WMLevQqk5nPs1L1fvOkLe9DI0UmZyqB6pO4i2KnanxMn6+PPv3UrDXgcxM+TiVztbcTzaCj5VVqu03K+zM3kz1zSfZr4cotZZwe5zSMbyzKRD6Kf9eM75+MuuG7i3+3HuHvgml970+/Q+73Lti2/bxtTVEjQL36hOaFwSmqyhL1Wwogap1V5KDRC6YjPqT91GllxcIjiVAFxnBMUEBKgBEyen4llSUCsqlk9SqXPRHorlQvPMsEAs221rJWBRpWoLFAe0ikQt1sCysbyCcrNNLaoQmNMJ75ukZcKLL1XH/HYvwY6Mu4QPeTDjF7qP/rfiteT5S8c4sEMI4cddtl8F7Ad+iqvufA+u2vODy/u/pPrzf3QB26tRbFRQKxCYrq2AsAvrm5CtFRQkP53qQz4bo/WYiZGuopRqKJ3tUK2B4UGqCpU6Qf/qSXYmRrjL3I6omjhmDXn8NHF1Nd6lELmFCPev3ob02fgjkN4YJ9+uUO2sYgZ1glMaoYkqlZiXYrtDZgCqMR3/nKTx+SpK1Sbf6cX2KCg21KICcXGWH2z5F+7LbeL7P72K4BHIdnv4jVsfo8OzyB9d9g7aHpU4uiDXqVJqkKiazXcXtzIaHuPXQqdRhdtpPlRz6Lm3jHj2CPGf35+XuW9aawuhsyqfnHo30bMOXg2mr60R6SgRVUqElBobPF4u8x7luSu74PH18PwxnEKRfIuKdvUiv9HzHG8JnqJVC3JPvpkvnLgSayTIvzXGmV0Tps83z3cmNzN7qJHGRRvqEyhtjUxv9fI7Ox7h5mAOCPLu8CLHkmPMLzbjW6hR6Isyv0XF6Sshx9bS+60MzpFTOAEDagqq4rgWI5MLNP3M4Pc33MJtvftRFIe5rV6qWwqcu+w8/Oiywluxv99AYLLGwqYA2X4HrSho3GsTeOIUaBqpWzawcKmJHqwReHoXDf+6H2nWUCuSiqPwjsg+bggf5i/VGzk52USm4MepqYTGJHU/GWP2cA83fVzjc533s3n7EOfesxnFgujtkzzT9y0+s3A5jw8t1zFHZsGyUPUWCh0Gn3jzg7zto0P85fzrefDgJgLndFdmseaWjkoNEmHY6LpNJW5S9qlgOIQSRcLeKpmSj+JsAE9axdHBCtooVYXgqEJ81KEcF+Q7IdcNwo7jn7eRGiDASpoUmj2EqjXsySniUpLtaUR0SjTVoahBuc7zMk/Rrxiv1Tx/+ZBS7hVC3IcLR7KAQ7jL7R8A9wgh/nL5s68uH/KS6s//UdiGa+TmW1wGua/upNTqZ26rQiiYY/9CG/nTcRrP2hjpKpU6L8XGALYex5t2QfCOoWB7IWqUCakVhAIo7lJF8Xqxwl58syWCh9Mkj9SxtNZHJQ6lBgVHA1la9kgKCLyLEiMjKXSArydHsc6LsA18CwrlpM7CVqgfmMN2FGLeMo+tfhgI8oeJIc7+Xj17W3fBZWk+EXeXig9vOcXhkXUAFDeWWd3mYgRPZ+qZKkW4xHeW+mXyjIpEOzdzQcIs3rId2yPwzZt4sjWkgGK7n1y76rJ2vn8SO5NF8fuZ27GevOPlcKUDXdhs8LgLgp+ufZDubqyRKgAAIABJREFUD/8G9T/aQbZH4e/u+PcVKw0Icsfo5Rz79hpCWUlqo6Q+mePHI6t4eHYzSrzGW6/Zw53vfIbHS/38w9GrMRdsnlhctQzFgqxT5r4DW+nZXUEtmoxfF+L11x3i9uRz3Nu7ncfEZpJrdyAF6BlBWgmTKEus2Tn02TlCdTv4t+svIRYrkNlQ5squcxc8I5Nn6ll1aB5nfAp/6yaKl5a4ZeAw45fH2f2WAUReY93GER7uvp96NcAn+jfxSGQn9YdMUmt1rm06y2qPqzw1EJrj9FgXSl6g+yV6WWJNTeObmma8aSe3vfk9qEKS7QOnocpPBu4logTZGBjnqeI21KUiRMOUemKk+3WCq5b4QGQaCPD5pv1ceflJfjdwK+qIKwxiRi1EwEIoklpFQzNs9FCVgLdG0Kji00xKNZ1yRcFICSwfWEFwgjYIBf9cFWF7SG+UbFozwsiaBNOnYhgZgdQkLS1LTCkxwuNdeB9aQJgWwoKapWGaKlpZUI38Z7/CXyFeS56/fEgpPw18+hc+HsY1V/rFfV9W/fnlwtFdBkpgBmxDodASJDMAZp1FNutHVlQ8NSglFWqBAKVGQblegnCwpxW0ioZetAmOS57f38++RAfaqBc7INE72li6pIXFjQLvvI/mpwVaroJe8FJOCrfJMmpTG1cpNguKzWB5vVg+Fy9aqeiQ1/AuSbSKTbZLp65/nt/v+TEJtcBFngI/l4MDaPWmeSopCak2VWmSdWrsPttD3ZxDsUkhGi3SHkhzMt3I9HgCUVG4s3I7z1z0bXShUqfWmPm1Xuq/6Apg2JdvZmGTglQhOOZBK7mGdnJDnrpwgZnDjUTOdSF2H0YOdOFJq3zhmWvwTWoIGz63Oc/NfYepOhq6YTF3ucKNG4+8IHG6iW/4C6to/PazqH3dFG/0cWf303xl+DLmPF7+7uL7V2aYPZFpbtr1Za49+D7OLSb44/AGbo7uZ0+5H0xBNapjNXqodlfp8C5xrNJGxvQRWr3EbCKE/5yHyKBErapEz+RXfofhb+3BU9jGzG0+Wuoz7J1pZ9NsG+WqjhwK0nREUmuNYvUnyHYrXNo5zF83HHUP7nxy5f+IKO4MfkfwHPc3bqcSU/FkJPcf3Uyfb44NxgRD+XqEdMsvtRaT6VZJPLqT5NEiRlayeKweK25CwKazKbXsMQUnSi1oJQm6RrE7wvTrVER7EafopeuH73er/Q6oWY3gmIKRlpQaBVazRSRSIjMfwpjWQUhqAUlVhWxFuPdAAd+SwD/nzsilqlGts7ENqIV0zICCHi1yU/0hFuNhvmrtpDYYBlUyEJ1ndWyOJ+c30JW6CMtxJyGFJT9KXiOUcScFr1SI18SQX0WhS6ywg6O6Go+Wz+08euY11JKO7ZNYQUmuW6AXBI7uDqBSczvtiiXR8iaJY1UCs14KTV4QUIvomKFGMr0KiXXzFCoG0yJCYNqh2KxghtyEHTqxiBPxk28LUVtfppDX8U1peBcFYs5PeNwh+vwUMpMlFB5gYibK803dXBM+Rkw9nzjTdom7H349jc/bzCoJ3h5+E8PpOMkfeYkfTMGmOHOTUX6c92OnDYxFFa0MuYV6Vqffz6e2/IC3Bstc/76fcW/HJYTPuRbMwpZ4sq5aUyUpKLeZ1PkrZMperJDN2PU+uG4nKBCYlHTfk8Y+NYQwDOwda3gqvgutZNPoUVjYqHG0vYWn4/u4zAtVaXLjidsID7qJzEqGaIst4hUmmYIPbMEazywvfEHkHcmbO49hOiotRpqi9NDnmaWjd57FsWaMjESWVX40u5p0yUex6CUeLdDRvshEvpH4aUlgvIA6l7mAVOB96HnsK3fgb1hkYixJ0+MqzbsnkOYchZ2dTF5hUE3aKFWH4XziRY/R51Nb8KtV/EqNL5++jPhRQfREGqVQIXEsxL89+Zbll7IJcRs0yUDnDFfVn+ZAfwd7j/XiWXCtlpECLVoj4qnwdAU6tQInsk04HnB8Oo4usGIWvfVLjBxsZc3nx1Z0VuXOiyi2+Vy5OqlSbNch6orVRAcdvGmbakTF0QVGzkYKQanOXTk5muus6U0JECpCQjmpYgYFZsHDA/ObyJteSkt+fEWB41EZLcTpDqWw4halJi/+2Sq+BYmje9BKoJUlxeb/vzrkr2S8qpOnR7fQk2XMYBArr+Borje7NyUxMg75doVas4mMOzBr4MkItJJArYBaldRCCmpVx3dmDv+ZLPqGbpbW+kj36XiXJEYG5hfCNNRnme33U41pWGEb6bWxJj2gKlTjBnJjnn/ZfDc/yq3n/id2kDwE0dMFOHway3J/5sHd52jy9XH/0k5+tr6bttVfp193Zzs7n/st6g462IaCWWeyVPFTHozSciiNHJvC1x4hfFpHsTQQkO+QVFtNlKyGOuHl4fYN/Hp4nr9uOMpf336Uf0p3cPf4VvIzMay0RqHLobEzRVy1WfhpM513TyD9FkPvSfL3N3+dQ6UOfvKXr1tRJhceD6LmEHjk8IooSNzYzrS/iQ8+/kH0AuR6HdTGMs7tPiIX7yTfCb1C8hfH30jD130Ej85w6/DvE7l6Fp9uMjydZEvXOPd2uwDWPRWbp4qriGlFgp4q2QLU7c+BDDMRjLkDvGiwJCSxhkXUphL51iCIIGqDH2Ny6oJnQSsI4kaJcH2BYlOMcFMcKSC1WiO8ZYH6QIGTJ9oZG2zkaF+FDR5Xlu6KE28h/VCLO5uMQHBckjyYRcmVkOUKDI8Sex7iuoeF925haaMNEs7N1tERXOLG5BF8G02eGuxDFjX0YI1EtMBYJsadC3cQ9FWxHUG+A0ITPgITJbyTIfQ+GztgXyBQPfIWP+t3neXIwR7qnwf/pEo24kctu3Rh72gKvS1GsclAqUk82RrC8VBoUjEDrpi0kXVc91iPoBZySRzBQQ9nT/ahViBhSqSQKKbCyJkmJuIx1IyGYttoC3niUmJkvVg+hVpIUGm8UH7wvxWvLdtfPaEJB7+3RiUGRalQbpDUkhZWUKMWdqmXgWgZy1KwhLFStHZ0qCQFtiEoJzw0pqMouQLVpIf0OgclUUXs8ZM4UUWtGsxujiO8NmYdGJEKAV+VXGuC/Ko4+VaVa7sPc5XPxisOcm9kK5ahIxWBomnI5eSJqhI+V0Sr+EilG/mY8Wv8WeeDnK42YXgspt9s8o4N+/nrhqNUpcnO6h3k1sTQO0IsbNCx/JLQKFh+QfOGWb448C0cKbgvu5X3xZ6DF8gWfyQ2xkdiY6TXlfhxuYmEWuAqn80DxSD/9LdvxxpzHdv67hJ4bzG5NbKfh+OXEcRtJp38k2bCDQXURzdT9y97XAWgqyWB+hyB74VJ/nQc3txBx+ZZbtuyh7tndjCWiTFXCKI/GcH7kAtWb/7MBHzG/U69O2KU/vZ88+Gjp95B5kgSq7WKEJL2szXkgRMYvTu4uHuMDv8S9+7dhnHWx2C1gViiQHqTh3y3BlIl0rGTxu8MYi+mUDa4HMrjC400h3Mkb51h6oYIo+ca0Jcki8NxFoJh10IlVrvgGZo80EzvE0tIr0a2PwgScn0hcp1RqjFJw/4u/N/dizRrBGdsKkkNIy3x5FWeWLeRie0xFCGRNcUVC/FY2I5C+XCcpmdrFJpDFK8vEL1okaXFOtoOTdCwz8vMljADq6bI3LGDxOOjnPzTdkbe4pIAvlp3jK/tfguNz1eYMrzYXkk1riFknEyvQbYXPBmd+GkFI2MSUASmX6DYLutOrUE1AqW4wPZKghOQPFJEXSpSbY2S6XPHwZhXsYp+9JI7uxT5InqxjF9vINPtpRoHNXrh/fovx2sNo1dXVCyNUsWDHXKw/AKlo8jVneco2zpnM0lCQhLzlpnNh0iHbKq4yxnhuM6bdtDGNlSsgI7HtrG8Cr7mPNtaxnl2eB3qfgvfoqv7GYsXCHhMeiKLtHgz3FfeSHEsiLBh90w3P4oc4UilHT1YI9er4+hBYsG1GLN5qk0hFns8OJrAyDoEpiTDz3Rw2/QHCAQqhLxV3t/3LB+JjQFgCJ2Ir8LMOkG1Ea7ZeIiFSpDjWi9aEXoiiyszp3P+MX5c6ue94YkVfObPI6b6uTWY5Zv5BJDipkCBP7rcQ8cT7nb75CB/PvQmPt33MEs7aljeXdRel2fvjs8zZPq4Y+kD6MUdLGxz+Mn1/0CrZrBq8YOEx+tRq5KT0418oXwVcyfqEbZA786jGrxkTF0e5EvtdwHwx3Mb8H8pSnw2x7m3h1m7fZiTl3fT6NvG7BtrPNvlfsHv1LbTtNsk3+ohtTOEJ1TDVFxB6kKzw+l1vRhzAxgZaNhv4X9QZWFLO03vPc63V93N7co7KH+pmfCReco9CeYuVvF2lGhUz7fV7JDjQoJSefSSn2yHRqlF0rllgpubDvLti7cy3bOL4JRDOeH6/sRPVzHGlrA9TYz3x2iK5EBxra2jgTKmrRI74+B5bD91iTipKzq5be0zfGH1GwDw7x9lYriHzTsnOfO6FoqN3dy64zydd7DSSHTPFNbEJPHkdhY2KWR6VPQGlXI9WDET0Fzh6UWJb76KFtSohVVqIQXTL6hFodxsoUZr5HQfwWkv/rKJ7VOoxAW1iJvJbJ+DFZRkOzV803WohSq1kE51OfHauVeo2w6v2MxTCHEd8AVc6+F/k1L+7S9sf1mdDCHE/8ClgtvAR6WUj/0y5/yvxKs6ecqKSi1jgN8BVZIMVOjwpYhpRQJalXTNjyYc19y6GYplA7OsI5Z01KqAooKeF3jmC9i5HMGJCjMZH3azwApKqgmDSlRBjZbZWDdNj3+Brf5hWrQcxxuaGfGEiA2ZpJ5M8qHc7SSiBQK+GoUOhaLjw5fSsL0R5rfoBHcsEDWqDA834JvQ8c2BOu5Fql6W6gSfbb2Wf4pUMfMe/CM6gWmJNyLwXZTn1sTzHCl3cDjUjXdR5ckTA1xViDE82MjA10rI/ce5n3rApWQ6n07x+JrvA3DxwVuxf5DgrlsmeGz1w5x+/5dZn/8gzX//LFpTI3NDSR6p28Cvb36OgV0zvCkww1lT49f3/AbNj2qET6Yp18X53PxVXBM9hh6ukm/1E5o0CX7DQ+CkTXBkD+Li9Yx+QmBtLbxonGY/vosb3v4sAVHjU/Nb+P49r6P9mePUNvfSdNEsD/Q9ht3r8Dc3rOFTyfOAde+Cim//EL7xBFJNYgU8+KtQbJPUb5pjQ88gT433oD8cxvfg80gguR8G0zv4wIf8nB1pYM3+aayxCTxnR2ifX4v5XJBrV30C+w1pViXn8c6q2KfOgmMTWFyi9pa1FNtgNhfiUc1FOtS2FljaCl7DpDASoX6/gz0+SXAqyWLaR9lfRvNaCJ+kJ7JIyfIwHHHN9YTuumLWaXk84SoYHuyZceLHenm2tQscF0B/78GtbLt0mDY9xfcf3EX7hJtMjbQFiodazLXZCI9IlEHVFSURkOv0opoStSoxAwrFJkE14SBVQJdEQiWsgSqztSh1Rhhhg14EK4DLyqsrEw+XmFNjaKUg3kyAYoNCLSLRCgIj9QqmgFcgeQohVFzrwDfgYsP3CSG+L6U8+YLdXlInQwixBhfFsxZoBn4ihOhfPuY/O+evHK/q5KlUQVRUiNWQlsJSJsCDbEBTbReL5wjqIgXaQ2laGrKkqn7OLNRjTXgITAFCuF1Qe7kN6EiUnMZoLoGw3CK8VpE4iwbnkkmSRgFVOOjCIewpuy6ZEoLTDtW4j/yAyer6OVL+ANMjPrxLFrahUG6x+Fj3blYZ0zwU38QzrT3MDyeInFKJDJskj1TRppbOM1OWw3n9JkbaYnxSfyuL6RChcyreRQnSQ253C/1fe+5Fz6PyzCEq/7yd3/yjSwhoVbxfjeH/3nMMd+2EZZGeYx//Emt33I59PIKelzx8fAM3bzjIO0JpTKlzx6F30/NZC7l/Dw7QdBzOfcnL37zt3egdCtUo+FKCwJFprOXaozq5QDXdhh6pvsiuotQoeWqml3sPbsU34iE86VDZ0c/CRg87oi46QBXKBYkToNJoY/W3oc9maPzBGPbcPGpdkvHbu+mOLLIhMMGjxTW0Hc5dcB+C9+4hU7iY+qSGXR9F9XtBCOxDJ9CA+seBf4ZCfw+d2iL2smCJk88TnKqR6/Qi90SZmo9g+QW1LTXet/Vn3Bo5wIdC74AHkkjLwvPYflpC25nb1oBtSKTfZqIQI+SpkuuG0I3bKDaoRMJL7M71Yc77wHTZxtHBMtm+IKruJsHgaQ9/kL8NqUrqhxzUWAykQzGqoVRdIHx4wiK4e8QlPigqpZu2klor0MoK0bMOWlm6rCaPxEipeMYUMoU48b4l8h1VKmMGsdNltJKGcDzkAhLDsAgZVVIhk1KTTiUhqNQ7SF0SGlKJjL4yNU/BK9Zt3wacXfZaRwhxDy6T8YWJ7iV1MpY/v0dKWQVGlmGRP0f+/Gfn/JXj1Z08HVdNXvOamDUNp6ixmI8iTIFWUpDAVL0HrdVhS2KcqF5iuhAhXxJEz7qNkEKLh8Wddaibk+Q7FER9mbLpyph5F8sESjUcPcyE00h1QMWRgphW4lw2SS0iSa/SsQ2w/Q51gTKbIxOMGXGmlGaQUAur+OvyNGoZTKnS55ujp3OeoYYGHoheBMJH8piFk7qQTKWGw1iaQuIYmGfrSBYlRtai0KRSanb+Q9pc6MQiux+6CEeHlmwV68otJNZdyDT69YE93GtsofRsksb7VB7fu4NVV6wj5K+iPh1BOXviAsyoU6kQvnsPS3+xE2VblqnWCMloG4GZeiyvylKzTvCcIDClvsjnp/sPn0MYBrE+jfldMea3AUJFz0me2L2edZ2drKqbY214ht+M7aVVc+u3n73mm3xcvY2Oh+oxfuBy4vHolDeX+FTzD9lT7kCdMVCqhRcRAoxH9mEA2dt2MHuZCxnqv/PCfezBc6iJ+AWfzW31UumvEDjqJXkgjdRV8t0hNvjG6dcD3NR0mPt8161oqwbu20ud6vrOO7rCzHQLE0EHtQrzmzUqrSbd/jJPT/QQHFVBU0EI1KqNb15QaJPku90mFCogXWvhanQ1RsZBKq6oi7DASJnnGWOOjVp2UGsqvjlJdK/7EpNKC1JVCY84RE/lSafCLNYFMHwmtuFFrbjJ0PJ5cCIWtq0wPJ1EnfDiybji4UpDhXCoRCGbIDL2so/Zrxa/Ws0zKYTY/4K//9cyLRteoIGxHJPA9l84/uV0MlqAPb9w7M+1Nf6zc/7K8apOngB6TsG0VLy+GjVFYtdUpKLg1ARaUUGZ0Rmz6zBUiy3xcZL+IjkFjIUS2JL0KoPMlirReBG/ZhNSHOZTYYJLoBZqqJkCvlQApeLWEyfKMZ7J9jA3GkdTIN9jIxWJsAVL+QDT1SiW49q7lut0Ci0KdaEiZ6pNjJTrANgWGmZ76Bx7k52kkj4y3V70pg0IW2IbgmpUAQmBOZvgVA0zqGIGFMpxlWIrtF00Q4M/zwlnF82fOV8r0xobKK9rxZLQ+oSr7JRe5cd5a4oH1/07h6s67zr8XorjYVpXzbEuOcNekcT78POuddqXQWxdh+0t4fS0ouaT2IPnQedL793Jmfe5TY1NyjuonYtR3OzDvCSHZZpEH/MTf+jkSzKbZLWKPH6apQ9v4/KNp9g/04bzfJToIIiDIYZDYU7U93Pfho38783/zjZD56ZAgeO7nua+k1fSgOvceebDrRy47LNElAC/O3IxoREodUWoXrTD9VR/geeQe2G4YcsR3pt8htv+6nfo/ORzK5uyt++gGlFo3J1GlGuM3dzA/2XvTePkOq9y3/+755rn6upRPahbrVmyZMmSFduxY8eZQ+bAuUBIgBAICT/gAuccDpfp3JzDARIIEIYbIDEYchMyOnESx5HnWZKtWa2h1fNQ3V1z7drTez7stmQnDgmJP/j+rteXrt61a++qXfWuvYZnPc/BNz9NTOvwleW92N1xFFeidAT31cZ5Y+wIabVFeZtOz93hMYJX7KadD2WvE9MO+ppNYGk4WYO1jTp2v6TciNFciJHuQHNrCTHehRdTMdckgRbKC/tJH7QAoUr8jKSS14lNaqQu+ESXA3xL0MnqRPZtRz03BULBqLkUn4ToExfxyiEhtL6rG6kq+IZAquEgh2m5ZOIt1jIJ6kMxGr0q8kCVa4sLHJ/vwTod3sCNmsvyjgjOFo9X953hbrmZ6tJ3Q7t+aPvBnWdZSrn3ezz3g3BgfK99vtf2F4pEfuQiw0vaeUoREsLaTR012sG0XDqALyR+IFBtgVERqG2dC9ECI8kyWbPJuYREagpqPXQwmVyDncU5LtVyTC1kMS9aRJcDgqiOH8vQ6FEJem325GdwpcLSUor4pIZngZcPXYU+p+PX49ztbkZRAoxVBcXzET7MryX5qtjGSjNKzHRwA5W2rzN7OUe6DIEBlV6FTj4gsAL0NUHuGUnqkWlk1KL82hK1rS6iraJ2BNW2xU3FCfgxOJI7QPwy1EYl+c1lllcCSl8yiH/2CEiJOnQdt/adoU+L896J15O6I0FSkUS3O7yn+AD3dW15/jV98gTGhn78bBI/HUXb0I93eZrWj+3nG7/3xzyL26xeTjH6d4+g9fdxemcXG3rLrCVjBCP92H0xIjPN5+kYAWiDA/QOljm5UsI5kUIPoLIJQJCYhK4nXRpzSd6n/iT37Pk7imqMNTeKkwx5M+cPmfzjWz9OSonwT/UcU18aovtYg7VNMVZvs1E1n65gH5EvPn7lnL4hSOst9pgG73vTN/ir5KvQmgqR8QrdyWnOnuvFSWVolwJuPXCUHfEZ/vL0DSQuhpFkJxPWxT9/YhedQCeiOrR2tpn79YN4EeiM2MiOS/EBDetCKFUsFJVYTwlkD07aoOYLlI6CnQU7r+NFJHpNkLoYkDvh0ZlRaRd03PU6pJvxQQl5ZgNNoLgBvqnSzqk0u+KYw5sxKz5a2yM6VcNfd5zqljFWxzU6QzZexMRJJGgMBezuWqDhmizHJfUBlcYOm1/e9BCBVHjq0gDZeUn0Ug2l3iTW1UutYTJiLXFLn8rn+3/kAOw5P64X5SjPcmA8a8/lx/jOfb6TJ+Pfe+33O+Z/2F7SzjNQQ9gRAXQ6Ok7dQF/SsdqCQAsL8YoTpvb2msFCO0Fc7+DFA5yMhVW3sVYDFqfTPGIbdCoW1qxObCYkQG70WThJQaM/ZFZP6y2m2hmUsk58OqCdV+gMS1TDR3EMYrMSfyaK4kmyp9sYl5aIzudZduMs5OIEhqSe81lcSqEsmeTOgWqHQGQnJVFtQfK8Rs9ds3iXLl8BgjeuTXHvK/6cP11+Jd+461rcB3P8w/JBxgYXyO5cpjluMJ5ZYyC2xr2NUURgXEmdE1Mdvj4zzoi1xEwlhbpBpb7F4fymL6MKBaun+bxrKq7djmOqKA8fh8DHAzqvu5bCr1x8HrB/w13hTcObnqH/sz3M/R8p/IGAC+9M8s7bH2TVjXHh2ud/X/WdJeYuCDb/8SKZi4+w+MsHefU7HsOVKo/92V7Mu8JU25+4hoOv/1WiG6vYto7b5zHzPpc/23sH11sK/1LP8Oe//3a67wij7s6Bg2zrm2O6lqKTjPEslYX7qj2Ub+mgioC/qfZwuZ3nXYce4V2Z0Ln+/OmfIDap4SQl4zum2GCt8qdffR2jv3OcoNlE2TbO4qEMegP0pyzuLu8mOlIlm2niv6LF7sI8I9Eyd5zcR2xRXoGAqYUcMhlDa/lEFjW8iEZgSTpdPlZXk5HsGhcWCnRWI6Qm2kSmPeK5CE5Cx86oNPo07EKAkw6oDSl4EQPNlkgRDj/YOYHaUTCqGmbRQBnbj51WqIyDsbFKMdJhMUhRS6gUNqyRM5ucLRfR6gLPgny+Tlptce/aOMpc2HCy+xJozfDKiVWdU60eikadoPgiQZV40aBKTwCjQoghYJawAfTj37HPC/JkCCG+BPyzEOJPCBtGo8DjhBHp9zvmf9he2s7TgOaAj57q4Dkq1rRB8YiHuerQ7DGpDarYhVCnSKQclloJpr0Makuhk9HC7uKKR+4pnWZ3AjUtcRMBzT6FTjNM06UWOuDKdJq75FZ8GZYDVMdHa0lkRyGSbtEompgVlficT/xy2AH3pETMLdC9vAE/F6ddsmh0q4hAJTETusb56zQye5YQHYPg8TRdD1XxLj2/0HTTxgmG9Di/kL+Pr5l7SZ0HpMG5oBszZaNpAbPVFGfmutAmoii+h7p1EwCVIYvVeY1/juxjNF9m908d5XcKp3g2U7EXYijbxvEyEc7/tMprdpzgG/fvYuTBq8m3uWxzfjV/5X9X+gj/6kqIPzWFf+NQOGEz0OYPiiHp8Wu2vet5dG+tvMrY39fxLk4CkJ5wiWsdPvXUAcY+dTWdVg8fYWxxlPlbCuivrPL+Q/fw7uQzRBWVX52/ngc/up/0HeH+Qjdo9AdENYfVxSR5HZZ+8SDOzVX+eOcdbNJX+KfqXj5y7xvIHg11qu4c34+wFXq/DX2Xqky9PoWh+PzDyesY+bVHn6f11BgAvQ6RJUlkUaFhJGm6Aq0peKCU5GSpRLBooTVthG6g9pao7e4O6erWnR0i1GkXvqBds1ixYgglwM4L1raEEsZOap0NqS3RWqA6Arfg0ooJAkMneQHicx5eRaHRq9IuSlo9EqkJgqiPlWmRj7dodQyWJvIkLylIBcp+lm+WE5iXLJJTEjsrqDYifHZhDyfP9ZGaEbTzgtVtAgINoxZO33398mYGMmvo5ksLJL9ew/wl4OuEVeJPSilPCiF+D3hSSvklvgdPxvp+nyFsBHnAL0opfYAXOuaP+l5f0s4TPcDsamHoHrWmgdYGo+KiLdUwY1l8U4XRJuNdy1iqy7mVAq0LKVIXQKqCZl8Eo+aTnrARvsXysMvY4AKr7SgrFzOYKyEBst4EdVqlGqRQsg5BxqdVUNBbEJnWqQcJUCXtrnByw6gYRHq6Q4B8Mo5wXNQzl0ksZbCW02iVNsG/r/HNAAAgAElEQVT5SdgxhtNn8IHhwzxQ3cThTIrqeIJsZcMVB+rdvIfx+GEAqoFJ0GezioUfCRCGTybR4vae0+T1Op84+wrMmQjmmkt1a4blawRyoI0GTM7n2Ny/wIdzTwERzrlNbj/8QQa+FtAcSTL7dpczr/wrTKHz3us15naMEzwr4vb4cYofvYZ9G36B1R2Svu0LXP5xwQbzWsyvPok7XMJaESiuwK1G+YNt43wwe5S1XWlSJ65+XXZBXGG/B7AWWnzqyHWM/cxzewPrtrSCbxb4ve1fvjIff+iZt+B/qkj6n6862s4tO5E5h6l6BrWq0ewWpA4tcnTn59b3iHOplSd9QqH4hXPIVptgx0a8qI45W6XTm6K9wSFptNFOxZ73Fio70rhZH2tFQ29J3LjAWlLJnPFJPb1McyzHzKuyyKzD7A1R0j27EQHYmXXSGEVc4fI0VhSsZYmQOu18HnUdqbGyHSIbq4zmlpmpp1k7nic+BZFFQaBp+Ekf35AovsRabiMVgROP0+oBP+FDIBCOgl01WepoBDWd7ElB8eFVlGoDe7SLZo+BZoclJDun4nsq05U0WkVbH+OUGGM1TN1l7XIGc0nFPZXkdC6GiLxIMhzyxZttl1J+Ffjqd2z7b895/D15MqSUfwj84Q9yzB/VXtrO0xfYVRPbi6C0FbwIrG2yiGZ1PEtBapBJtHh98Rl8FI7P9ZA6J8g/3aTVHaE6pGKuCbIn7VCrRZEMJlbo+Bq1uoJRCyWHnSQgJNIKKGRryIyg7OTJHhcUn3LhSKjJ3ioKOmlY2WqiD23Ai4TRRP6EjfbAPLRtNFWB8lo49vjEcTKPH+APIq/FrZsYHVi4IWDlTSn8+etIXFKoDwYsdFL8Uz3HnfP7UDUfBpvIhoE+a7JIiteMP80+U+dYz2XOT29Bue8o8X3bmXuVxebuJU6f6SP3lMrF7iE+bN3Ga7LP8Bv3/Syjf+8gHn0a57ZrCGo675m8jVuyp0noNpNvyTK80nNlfFA9fIQMkE+nOPPRjfz9jZ/k01sO8vjmA8QWAnwjlHrWWvDJowd5eGAYKa7W5+XBndg7WqiFwpWO8eKBFKL1PRZnqYCbgJsj4Xz8/1Mtwd8VyNx3gfqP7Wdlq3qlBaDNayzOd2HUBZ1CwP7i1cj9fhuavkF1TGK8ehSjGVDv1ehkQXhF7K6Am7edYCy2yBPKtue9hUAVdD2gkPvWBWSrjXloE62iRvJcDX/iInpviiAleNX4WY5ke1lO5Mgdl6QuOihuQCer03LCDCZ9wcacCNVY3bFe1sYsmr2CoNjhFX0XuSF5lm9b43xLzZOY9dDaAYpjUB8USBU6KYFdiIAANyEItAC1rhK/rJCY9WlndVZ3qKg5h0a/Sj5uEJyYwazXUdxh2l0G7axCJwPRmM1ItsyZYZWGTKC40FyI0TQC9LqCtQrmmsSNqzR7Xlo4z/8v2Uvaeaq2IH7OCNnCLfBiksYASFUluhwQn5IsFrOcKvawMxbWo8yKRL20gJrZgF0M07j4nIlR9TCnTQ5HR3EXI+TPhWS0dg7cdIBwBSjht5+NtFgqOjhJi/yTNfyTZzGBbHeJpdcMURuBWtHDStvYyxFyJ0UYhXoerFYQ5tWpjcJfPULXw5vxY4LKqEZne53f3fplTrV7+fTZfWBr3DO9iX9b240xYyANCHRJ4WlB5h8fQe0q8s4/+AAff+WnuX9yhOHDx8O08/HjxG88yLnaAKOftxEPHSMHPKIf4OSeErHzOvrlWbzAx1xsMfSFCMt3DvJn12ym9MYprn31CR7Tt7LxbzW8yakQd6hptPYN0l1aYbfZ5GTyMg9kt4OiULh+nvdteID7KuMcW+7hzHSJknt1tVz4gMLXrv84b/jwrzH4X0LnOfLuc+xKzfBA2Ou/YmL3VlqlKNYS/OzkG7ktf4o/+cyb2fDZh+ncvIcP/o9/4R3xUHd8+PM/T9eDAqMRUOvXaG/wcQKNzzWSNAMDWxq8NvcMwzeVuWdsExVX41DvJcaiCxwub2KukSRrNOnSqwRbGlckR4SmkftqSOD8bOIavVQBmQ5hYvu3s7jXIpaqcnylm8pEltw5SJ+qhiqbhoHwciiOgbliwxMnrmi2M9pDY0AQbGrQl6lTcSJ8q7KFp8s9WGVBdKqJ0mhjlLrwYz5a2qESMemkQ9GtTj7AT3voSzrJKY/46RXk9jxasc1Pb3mMJ/sHOF8Zpbe9GS9qUN4eodUd4kl9U6J4KgOxNUZHlvmK2ApPpsicVkCEEbPR8InNtBEdn9iGGN8tsPLD2cvjmS8hU9ww0vEiXCF4VduC6JJP4swqcVVFKhm+WRjHHPHQdR83KhDrMrxePEBmAxq9OvFZF3NN0JyJYq0piCBk6fZNiVZXiM4JwGB1rshCLoyWWt2S2uY0sfXqiDe/QPZEgdpwnMHBJa4vXOTL+jb0mnrlpuuvrKIWCs/7HOLSLOpQL14kSjbWwhIuK24MeyWCuaTiBBEyCxKrIml2K0ghKByexgP8xSU2/6bHr7//Z8hPBAR2qDmjJBLE5gO6HwoJkp+1+DTEDjiUe32cjV1oaxWU+TL60VB3p6e2mZXbIry3/wEeHR7CHikQjHcx+WbB/u3nGTSOszU2y33tHE/WBnGLLoVrVrl/++cB+Mnkg3wpF+X/PPpWmiUL5a37mX+F4MLNnwBi3P2f/oi3Xf512l2CUyN/CcDuX/wAxb8Imz+KZXH2QxbSFsQvwPH7RzkuR9lwd9jYmr3RvOI4AUTSQW/rqJ0A3wIl6lFzLU60+8jrdfZYk6SUDk83B1ieSYcKk/0e10Uu8Kg2zPJ0hrvaW4mPdnj7pqPc+a7rGYztwXjo5BVJDgD2bWdxdxy9IQnMGCtbNNhTpWPrWHclGb/7Mv5SGaW3hL2tn2a3jhcR6E2JucLzsK9CgjNo80vbHsRHcF95jLOrBWr1KIYC0lShpeBGIdlTZ1/3FKeyXcxFs+ApqEkHS/dx6hqdpIrel6bRq1LK1MlqDRQhcROwuiNNfVCg71ljINHgwkwBbdbEvZDgPn0jN/adpyddY1ZLEZt3UW2PdslCBBK12kZeniXeKP0wS/OF7WXn+dKxQIPqZh8ta+P7CiybpBYgcWoFeXkGJZclsppibTbGk+kBpAQ7J3AHi3QyKtLwUeMurZIO6LhxCAyJkwmoWAI35YOA1HGF4kOrCNfD7k/R7DFCDs9Bj9mbYbBxLcbdIYhbrbZRvARb0wv8buFpDsXP8ds7fobsc8p6stlETacIGk28QzuYfoVFJxMQxD0GDJtTdi+nayWMZZXUeTDqPkbVw4uqeBEFLyZpjxbR17u7IholORmQmAjp4bThQRZf2Y2bEGS/Nv083KVvCLamF2gMm6yN5iieiSNdF627BFJSG05SXvb4fed1mEdjKF6bqVsNLr3xqjLmH62OcMfiAWKaw4cO3HOF2PhZU0VAJtGivE+l+43LXBi/68pzQ3qcHT9zgqx+tcuvv3Y5HI4DZn7pGi7eFjrVn585wD0P7SQ2o+BkDNSb99Dpf373N5awqQxH0JsSNwlBR+XkcompeoaeeJX5WJpnqr3M3DnE2CfCWuk9v3mQudeneHq2l9RJDTeR5HPaTnYU5wmSHvV+g9z4MFqlQWN7idl3O/zW7rs51erhq1++jsSkoD3W4ac2HuUz53eTOSfwZudQk0kWXt1L5ZBNNrPK2loMddqik4qTjV4TSjgD4qFjxPcf5PR4N0ORMk03zESK2RpzQzqNC1ESro/UBAmrQ5dZ46KWC3t8QiIDgeeqSE3S7FXoZExaJUl9Oc3/XHg1kTMWuQk/TNM3tXnL4Al04TO7lkLaFvEZiV3O8qVtO8hkG7S7PdbGDMyaTmdd1sNajKLN6yGo/8UwycvO86VkvgFDm+bZlFribLXIpWo3eguE3YFUEr8nhxsNO6PTyxkCT8GMQXUkQqskUCIdBOBFJJ10GGUKXyB8gZsMMLpadJoGRl1HzC8hdB21mEBvBRhVhSbQM1zm8usKDLl7sM4u0N6QhgDavo4qFG6Pdvi119fgk1fft+jpCh8M9TF1m8krbn6G2VaKc8f7efrUBuxNGlHNwSn4+JdVjKqH2vZoF3SclMRL+ZR3mnS5u6n3mSy+0kPo4SRURt/O4vY4a9slqg3u5gGUB69GUCKQnK52EdFdyiVBMNBFoCss747R7JdIIHbSJH9cIXpyCnu0i80HLj33svPJ0wexGwY3bT7He1KnYR0cdFfL4gsrezi+0o3jqdy88Swf732QsIF51T7UdQ+7zKsMIoOpVZ6NJZ3M1RX2132PsG+sj7KSw43rKA4gHb7QjPPmWIMpr4EA3AhYqxCdlwjXoLmYoSVhzijxWGIj1pzGwCeuDhOUHrW5cP2zOkEQXZA0n8rwhJEmOxMyE83fkKbZk2Jg7yzn13kCWokpvmztx6wF0NAIEKRjbSobk2T8nSxtjtK+tc5Pjh6h5lnc3dmMHTGpjkKzx6TH3Ivx9fAu2v3Rx7g/s4+Ht9RwXZVCusG27Hx4nmKJ2LSG4koqrQinaiVmV1OIetjgCaQgkKC1wjq/k5R4MYkyb5GYEhSOttDqHZzdaQJb5YmVDQQInI6Oqku0tiR72kdxLVa3K2hph9qohVkOERhqB9oli5jTR7s79iMOKYYmeDltf2mZJgmk4EItz9RSFn1NQUiJX0yDlNh5i0AT6HWBP2eFEhsCGn2CdsnHMD06dZNoW6C4YC0LjIsQWfGp92nUcxqRRAc7bUI2jVtMsrLNwkmFvKHmkkqlEGFkyxwzpTSdxT6MFRXVhnuPb+aprnvZYxr81ta7+aMPvpPCsTZr4xaBBqX7V1FXa0CSAMH5pwYY+60nkJ7H5O8d4HWve4yRfWU+5+1DBAbCN2j0CQIzwJrTiCxJVsct8u+Y5tHNX2HJb7Lf/xCBHqedF0gtwE0FnP8JA/UDu/DbGqljBokZn6W7+2iMuijZgKU9cToZwfbXn+EP+77EBy++A/e3iygPHsMD5n96gFOjd1+55LefeR36IwkUE55IDfAnkb18fXYzzpcLFJ+oYxcjNHbotPp9ntE9vp21uC0aqmZ+ppHiI2du59b+s+zqOnblmM5zZI+zJySu9NGFymknhN7IqI9tBBhlFWNe52OTt3DNpn9iwTeplWOMPGxfFVC7fheNfgvFlQSaoN4f6poru7YQHAu9wMpWi625i7RSOsdGR4hfVkhdCMg+PIc/M0f17XvJvGGW397wbVQRUPab5NUYn2n0oVcF0ZkWhcfjfDo4hPAE8bRg9sYYrWGX4XSNx1YHOTfXhXkiQnpVUhsCZbzBrBZn6OvrHzTwGf5clalWGq/HJ0g1yelNMlabSgI6eRPPErRqFsft3hAOZQu8aOiBFFtBeOBFJX7SQ5gBsqKHs+2mii9NtLYk9bTBwskBvAgEXQF+3qe+QSN3IiA55WPndLxBH2lJhAxhWSKQdFIK3liCVtfL6pk/rL2knadwBXOPhkX23EoQjjfq0OyPElnsEJmto7Wj+IaJFw07v9q6ioTSUeisRDCXQkekdsBoBCROLONPXCQ+NkJtpEBsrEkrDTJq4ltqKOk62EGfMYhPQaeVYmaPwoe23suWPbP8/qU3MHdPP93fUnm7/UF+7OATXGrmqG71aB/yuWnoGN88vZnSnQt4lSq995e4P7qVTX+9gL/O/Vl6xCP35ibvST/Fsc19XPR6CZIeha4q7dk0pbt9jLufQNvQz5lDBdgMplAw4x2cpLEOjVHpdHl87JY7rkhnfOJAL5/7uVvp/eppqm/Zzdq4gp2HTi7gDfmnGdHj9EarzF0I8AB1dJhffvcXr1zvt5y/lUsPD2ASSlG455J85tiN9D5go347JCkxr9uB4upkjyoYd+f4jQ0/y89vd4lO6gx87BiF1lm++LsH+R8/e9V5zjWS5Mfi+OcukLzQZMsdv4SX9YhM6WhNiMRCud780x28qIq9R2NAizOgQWzCQP321ahSfeYConcrdkbBzgmcXU2uG7zE7K1pJk9ch/Chf8csI7FlnlobQC+1qCd1AsMk88020vOoDSncv+Xf0IXKT16+gV95ehw16ZBPN2iXAqpjMeIzDukzDmrdxktHKe+K4qxoXK71oDUUYmuQmvSIzLUxajEW41FkzqP95n1EvhCC9L2EiVRBWgGKkJxvFphczRIYsDaq0eoNkK6CmDewaiKMylMuihoQBDrSEBB3saIuQkhsIWkMGIBJfM4nuuSQPtFEtGya40VmX6lhDTRoRi3UtkVkJUBrCbxlk0hZIXUxQG/4uDEFLxJS273gQOMPay87z5eOaW3ovc8hcnKWoFpDbh5iaV+Sdl4hsiAJnjmDnkhgdG+lZoa1HKMiiZYDYrOCQFexKh5aK6CT1gg0QkYggKUyRqWLVkdHcUEsrGDV22h7ekgVq5T1BMpFi9JjNgskWN0U5wYL/svgXbyn/30UnpZ0Pazy1XK4YI2IZP/OSX6hcJh7z2/Cr4SJauTCCsIrIq2raazUBCtujG+2Brm0mCMwAvaMTvK24lP8sbwVxU0A4F2eJnN/H4cKb8ELFOREHMUJm2dWGYTUKKp1nk2b35+e5VO9FokHO2QfmMaLDOBZAmtF8Nu5N/HQ5lMcPryD4fmwNjj5rhLvT4eEE9cdexvWX2RI52DpehdUSfycQfGpDsapGXxFJbh+BxfeZiITDhs/6aE8eAwLSL5+H0K6VzTVcyd85r0G3VqcxzsuKxM5OCjwbi7SyQji05D9RoBWr7OyM46TEiSmfLR7n0IDln5q+5VrlT9+VQseQIlF6aQE1Y2Q3FLmv236Oq+OLnDJVfhM7lpW3Bim4vH5Sztwj2ZQAGW0TXOjQ+2GYeKTRdrj9hVu1NMrJbJHVdrFKKmbytx4w6PcPzbCzJEiPQ8oRC7Morc7WBsieFEllP4FnHTIYp+TERKX23iRKLUhhfJWQdq6DsWTVDaqtIccMoU6Aji5WKIzmUAXUB/ziHc1aM4lSEyG0aDdJdFMD9fWUByFIOmRyTTxA4V6JXpFjNA3w8k1c3KFYH4RkU7hRRX8SICu+miGTycLKCGcz6gpRJYlZsULmcUsBa0dYK1J5MqPvEyv2svO8/kmhPgk8HpgSUq5bX1bFvhXYBCYBN4hpVxbp4X6GPBaoAX8tJTyyPprfgr4r+uH/QMp5T9+v3MrnkTtBEjHIWi1QoByVuCmJM55A5OQZkxvBQS6AiJ0oNGZFmrdBs9HNFrIZJxOOk99QMWNFclZOlIIjCrUZxJkKzKEGbVtFDes0e3Mz3J4cheZswGZcz6fn9rJf86fZa/ZYtP4LJcXNqA3wahCbCGgnVWYbmR4yt6AnL8KzalcU+T2G49yV2IH4x+yCGyb8rYQnvSFi/vofkjSLKmsjUWJKh02pFY5tytPT3UbwgtRx0tHutDrgtScRKoSqUB81sN40uHd3e/n0hv+9sr5Fg5C+ls5vL4cTiJc6LmTDoWjHhcYY/jRqwB0uxS2mk47Law/z2B+7Qn0G3ez9poA31fQmqA4AZ1t/TS7hynvgkP7TtFwTRZ6R0gAWm8Pyz/d4j+NPcGn997Chi9VWRtTeaxTIu22+JkH3k/f4YBWQcV44zK/OvJtPr+0mxPfHkWvmXj761zTM8PRYDOxddy7dyEO18NH1waJnV56np6R350ntuDTKmlko22WvSQfnN7Jg49vITar0BzwifXWcU6kGLlzkeDyDO1bd1LZqBHoAXYpinSurvJCrMHESA4v49IXq7AjOs0rR09TG7H47I17eeKZjVhLGm5MIrUArSGQOoihJqlEi9linvyRKHpLYq0q2FlJZVRB7YRODlfBCxTqtklrMUZ8XsGLQ7a3wobUGk9fTmJWJZ1kWLIJbI3IeZNIWdIY0GlETYJAQVk20OvrAUJNojc8CAJEXzfNTXmqwyrCDahNZDDLIYbZi4JvhcQnSLAzGm5M4BsQWQmIzDURnRcRJP+y8/wu+wfg44TMzc/abwLfklJ+RAjxm+v//wbwGsJ50lFCyqe/AvavO9vfAfYS3p+eWicjXfv3ThxogpVtFvHcRuITVdy4gQjAtwJaBQ1znVcyOtMkspjCTUqchKDdHcFSFbTlGkGtjvB8tHYWJ6nQ6pZ0UllSlz1iCwGg4BvQPLiRQBPYWUlMdbg+OcGjWwdZmUpjrUnKU2n+YrifQWOZtNnm7AYHd00jsqig2QFGQzBbTnOXuR29erWOtHgd/ELhMNpen3s+vA+jIunkA9xTaYa+2cE4MY3/qhEWqgm+UdnOTD1NuyiZvz6J4hFGEEKua/CEYm+RckDs1ALe5WnG6+PcMvLGK+TI8Q1V5t+xiXZJom+vEASCWjNJ7u+e+q7rmz2i8F+v3849c5vIzDcJIGTeXzHQKwrRJR8vptEqhlF7bEbw2NQgbx07xtxPpTj3yn28e/+j3NUVDm78558/y8ax9+B3HB5pbOTIaj+5+w0iX3iEeC7L6X0j/MSuFX4icQ9/krnIF2Z38s7+J3lT/DQ/fjCNunUT/smzxKcE77h4C0+cGGFz7Xz4Qx0coLKvh/hkk9h9ZxDBJi6MFvh0Zz+N+4uMfiRM7f2bruHieyxkzke0O8hOB+srj1MCtP4+/FKG2ESCN07czk25c0Q1h+TmFaQUPHh5mHtPb2L78CxfGr2bd8S/BcPf4o9WR/jCzE7ml9LQNDFXBbYSY6VPQe1usXTQQm0pQIgXNmoQnw3QWwHNBZW1LSnIOGgNNYTexSBmuGSMNkHco9Fr0C5I9IyNV46QP+ERP7NKZHuORTWGn/TRghD/K1WBGxc0ewzceDdeVKFVCEdFUxOCxIxPZK6Om7JY2Wauc0Oss3mpIRrFt2QoXbxgoPLizba/HHl+h0kp7xdCDH7H5jcBN60//kfgMKHzfBPwKSmlBB4VQqSFEN3r+35TSrkKIIT4JnA7cOe/d+5Ag0Y/dDIayBTmikNiKkAqKoEu0fp68aZnEOemyAxsYW2Tip2XOBkNraERn42QOhNFKVfDsc62RqcroDEIelMltuCjtwSVMahuFuhVBSnggclhgkFBKVHn4nAaLgqsBY2Pn7yJeKRDeS5F7IJOZFkSWfGwljv4uoVXtjijd4ECYs9W/IiOVOCXz7+Ti+dLpBvr2koxH8VVaZYMmqURFg9ItuVXuNjIsTiXJrEoSMz6GBWPVklndZvA29okUAPc2Rh6U0Hq4Ven1Jssf62f7fUfD+tiZ9KYMej0utw+cI5uo8rfTbyKFyIey99xhK/EXkFtJKD+WgXzugPYOYFekcSnQHUknZSK4kpyjy4jZxdYcHYysmOJ/77rGdj1At+ZJ0gfMfj8wgH0umDw8FyIV11ZZfOf5Hjb+Kv47Mg93Bw7zWf8a/jrc4f4Wnobs8tpBvo1oqslVEfyxMQg0SkNijnUTIrFm0q4CUHylItfq6G2AxRVYqj+88YC9YpNKh1w/ZZL3PfOPfT8r+cTUHdyFooLx08PcDoZYhzjMRtNDXBWLRLnNU7UBjncp3BTJDzwQifF3KU80SmN1MWA1JkKSr1Ne2Oe+esMYntW2VpYYLkd59xED/pllfh0B73cQG2H0DcnHTo/xYfIEkxfKuAMqFipDs1dPoVcHSEk5akY1lILOT1HPGrSKiSpD6p4KT+coe+EbFBuQoFAQbPDaaHoUkCk7GIsNhC1JoGZRwozJHEWoVAcCLyIxCn4uEkFqUaILhrwAtOzP4y9LD38g1mXlHIeQEo5L4Qorm9/ISLT3n9n+3eZEOLngJ8DMKIZjJrAjUlaRRWtrREpe/iGjuJDkEvCrIowdFQ7QAQqXkwSpFwQYBd0PCtJ5qwGUqI3QvKGIOXR6jIQvkqzW5DZXKYQa3DmZD/pkwpMxbhv81ZEroPeWU9xylC1E9RjCTLzkvzxFtpSDXQNLxPFNwR6JYxIdFWyui2J6kiyJwTth3sYu9Skk7eYul3htmuOk9ObnDjQgxco7E8uoRLw2PIgoqkRnw1IfO0EQbNJCvDfc4Dk3jVu6zrN5+M7aSwUMbcVYGuB2oCGFwX9/jSJaZ9iuYMXUwk0g7sTm8kkWsSnX7grIDsdSn/1JP6H95K6ZYG01eb0TAljIoJUJI0eFS8iSEz7V3g/jbqkX3/hQtnfVHvo+bJO7LPrDR5FxQueoyd0eoLjhw9wuOdebJlkcSZD6dsqjUqckYqDduY8JOO4CYEecenkdJojGayyTWQlwFoLp8LUsREWtpts6Jphf26Srxy0WHnvAQpPVqiNJqg3O5iKi3VTmVn1IInpACceshW5CYkXCxCOQD8ZxahDbchidOc0bzt0lKd39DHfSvKN2jZseZavrO3i7vt30/MYRBfbaBUbLs7g1evoFyfp8fZwcTBOtrdJy9NRGwrWqkT4AW4uRrOk42R9Ykmbhh3+htNnGiRmIpS3F7E3OvT0rJKx2pyZLRFdFKAIxFA/XtJYT9EVvIwECXpVwagKOnmJm/UwFjXSEwGxmRZuwqAxlkYqGdyIwI8AqiSISJxkiBLx4pJEqU422uayVUTtvEg4T15O239U+4+SlH73xpBR+m8AUtEembrgU96hUB8EzzIwK+EYmvAlXspE3TlOYyBGZWNIPaZ2BFQ1gqSHl3epD+mobgSjERCoQABCC3CyAVJXsPsdrsvP40uBYgtiCwFGzcM3TeyGReo8JB+4hKw3MA5tYXVTWDpwkjpuIkdtg0arK+xaqg6wFhbp6xsEkWVIXXSJng2lKJauTfDWQ4/wR6Wj4YfteoZ/qBX5yws3sjyXBl8gFIkXUQiaV0HmxW9OcXpvH09ZTWotC80Dz1JoFRVqo6FzMtdUtHaAG9ewsypqB7yJOBU3wdDhlecB6eWBnQSminrfUaTrYFYkmhKgiQBZNdCa0MmEtWXhSWLzAq23B0yD6kbBqU4vMMvvTLyRxYt5pOljJBzE2RjDJ8tXz57WcCkAACAASURBVBU8v56mjo3gpgLSSpvthkfPwAqKXcC8+0mQEh/QknHsvKQ3V+WyreNFdbSlGsnpMjIVx83FqI5YtLslkws56h2TnmSNzrtanDlYIDahkng4ytdOX0e71yN9cJWRwgIR1eXYci/lmTSio6A1FVKXAtLPVDD2ZIjv7fAbuQnITeDLgLdfeDWfO7cLp2YSLSvodRdtrY00NNxrx9AaTlgWcnwil6LcZWxDrhqUnoD08VWCmMnaeJzqGOjFNjHToaFGQ/XLc1NYTzboXd3OtBFlLRllYTlF8tEIhWMtFMenuiWNkwjLP4oLwlXQ6gqZs5LoksvyDgO3K1hvCHkoLYfGeJzKGEgdzJUQnqfVFNysj93tgQQr32ZbYYFuq8rMcga98SJBlV4Gyf/AtiiE6F6POruBpfXt34uMdIaraf6z2w9/37N4PnozIDAUvIKLF9NwlhX0JkTKEs9SaRXjrGxX6PQ6qKs68elQt73Za9Dp8vCiknZuXXEwBVKXiCDkA3VjEjXiUXdN6o6FCARuDKSq4VtAAEY9wF8MP55ec/CiBu0itAs6nVxAblOZHrPDxYkS8QsaSEG7z8Pr9QhME2tVQ+/J0O6yqGz3eH/uAZ4rI/ynZ27B+lyawSWX1c069WGfdkFQGHoO89LMLN339fN0ZSzkBL3sE53voNkGXjS8adg5aAxoaEMNulJ1GvUYbt1CWTZws9HnUWk3NkRYvA6iew+QmvSxs4LKcoYpN4e1ECqQuglJoEusioJZ9QhySZrDSZycz5fnd/CxC7ey8Q6P5AOPIXQD58btNHvA7k9hTDxHkhlQ0ymqt45T3qWwZcfkFQD972z8Mh+4/r1snNmGfCKkuXMG8rjpgKZjoC4axGbbBHMLoOvInhy1IYtWlyCyCJHjJm7M4uwej/ceeAC9dIpPuK9k8PMB0ZPz2JtKXH5NmiAfjqaWF5Kkj2vhjTcm0Js+YmaedNLk5EI3jITv94zb4eipIawFDXpdWkMuzUWN6EUP4fpUdyeoDRkYtQTWskSvg5yIEFmSpE6vIafnYWwAJyVwEz6qr7BaiyI6aqi1PtSHtlzBNsOoz+noqLMWxSfq8Phx1OFB2nvitIsCzQ5/p9L0oaZg1AOs2Tpmf5ZGJ2QFU1sedBx8A9xUqE9kroYSykiBF1NQCzbRaIdiokFCt6m4UfyGhrX2IjWM4GXn+QPas2SkH1n/+8XnbP+ldYGl/UB13cF+HfjvQojM+n63Ab/1/U4iDY1mScOPByi6j9RVfEuiuiKkA7MUmt0q3sYW+WSLxlSe/HEbY7HB2q4sa89+PCUslNslDz3VwfcVpLJOpFDXOT7XE45/CmgVFRSXcNInGVAbVInvGEcsrtIoWTjpcLsjJMmeOrf1nuFMvYvInEb6os/KZpVC/xo783Pcp2+k2ojhJKN4lkCrSX518q3cMfJF4orFB2avw/himsy/PIWay1DvG0bphOQNzS1FYm0bf2UNJRYhdWwZq5zGTaiYKw7aYpXEvESv5aiMGqzt8PmFG+/h17Nhen24rfDJpUMs9ic5l+pm88Iw/sRFAGobFD58611ktQYfnbiF1sUMyryJIgWdTEC7J2x8ROdUCsdcoqcXwPPRijHMJZNLiTz6iobaaoUBh+tgTVVoFwrU+nUSr9pN5OGz+LUaACKRoNGnYmypcF32EpfcBkN6nFF9jS3XTnK2PURfcg+KE7C4L4KMdlg9k2Pw7g7ioWNhI+vAFuavs7ALAeaaoPR4CJxXolGkspOlPQnel3+Ae0bHaWR7MWZm0WZmGfJ2c6Q1jm9B6agk88Q8XiEZTlyVVCJjAwgvQDyd4MPDe0lpbf756zew4dse9X6JtrNJJtqm9UQJ/2zYvDJ25FA2NkELqJ9OYq6EnLBeVFDblMIsxmiVdOwsKK6AmQjCBcOHVo/g8ptSBFoSNx0Q71sja3VYnrZQq+0wanc93KTA7nPBExDxyebrrAYp7IxGTFcxmhK9oqLXBGrLQTRaWNUAo6LgRWXoVDthqUprCQIp0FSfhmNweq1EpW2hrWn41ovjPF+eMHoBE0LcSRg15oUQM4Rd848AnxFCvBeY4iq33lcJYUrnCaFK7wGQUq4KIX6fkCUa4PeebR79e+bGFKobQaoSZTEE+mpNkAqhpEFUpdEv6ctXsD0Ncw3MS2WCpTLR7gSdlIHwQ75FJyWIFFv0ZqqstiKseQqBoqG0VPx6yKCuOuGx1Y5Erwvckk9jj8NkMktiMoMbD7vd5pKK1oRWLc2/tPYgZiIMPNTBWGmxtDvNzvwcm2PzPB4ZoJmLIBWFzERAz9cWsf/fInvf8CsoW+rY8zH61nyCvZtZ2hWlOioxqgrJyQDfVJh72widDJhrkJjxUFyJZyn43SZmNIdecxCBRGuD1ANujZ0Cwqju/558Leef7kMp2bxm93Hu+f0xuv51P1bZoTnk8YroObKqy8eEJH1aCREFu2B4zzRJw+bIo6MUjzgY9x7DW48irWaTfHKcmUGFDftnmIj20rNhP/ELNdrdcQJNYFUDtLYHfSXEuRbS8/CmZ+j9isFEqYszXSX+1j/IuUaRpVaCtVYEp+ixsN8ECa1BF6FK0mfElakixbKYPmjRdVOISZ19sgfFDhe9kkmjuPD1C5uZamaZrybxRxXM115L9HINXwhiM+CbArPqgaIQWCpuApwMeNEE1ooksiT51p37MNckg+dspCpoF3WyEZtK2yJVvtoNiS45zK9G6BgB0UYIH2r2BWi9LdQbHNZcDcfx8WsG1vz6kIYdMoM1BiSRzRVu33CaMWuBVmBypD7AXDpPa2OGWKMHZ7BAJytJFBsEgUIQCFRFgh7gxgV+VMeo+1hLOqoDXtpCd5KoHYlRCStkXgTaRSXstkuJX9dZcxMhf4kU4AtUFdY2vniVOxH8/8t7/iDd9nd/j6dueYF9JfCL3+M4n+R5E+Df3wJL4pZCkLTihg5La4ektXY+jJLSo6scKl7gVK3EmUQRpy+Llo7TLqxjOVtB2G3UJKa2vuDEuiKnBOGGGu+Bti75oYBZlYgAWhthtGeJCYrYjUgIwJ8HvSGJlD2clEq9HMVck+h1h05XDKfg40mF+1dGaTYttIEmXp+AiSj++XCGfGSpn6l39qMnJdUhwewNCpuvmSRiR2h9pUT6dI1WX5zKFo+Nm+ZZrMeZmU6iNVREAIqjoDgqimugNyWKA9qqxhdru9lVOMWvL+ym9Re9bPy3R1G2jfO1X93K23Ye4YGfHWHmchY9bfN/Tb2RiXKezJ1xMp8NsZ92+gD5G5p4UiF9WqB/48lQPSsaRZgm/toaibMVuDVFX6zCBaUHa9lBWanRGU/RLgqscxLj8goyYqJsGsE/eRYAf+IihaNFWgd0VtwYR5/aSOaEQIkJjKLELgQEMZ9ksYHrqQTq1aECEYvixSXDiRUCBJPZIuWdUYyRUNXSjUHscIzVuQ0kogqrWySX3ybBTyJsBUSA2lIQvg4yC0qIlfTN9VKOEETKkvSFDooXUB2xWNkpiQ5WWGtG6EwmiMQF1qFdSE2hMmISuySwViWRsk+rqBCkPQ5tuMg7848RUzr86+p+vvLoNaTOB0QXXXxLxY0rBNr/Zu+9gyzL7jrPz7n+3uffy5f50meWN12mq321kwQtCSSBhDBCWhhAaGEMsDuwwxhmNbHExi4sqzHAwmIkJJhBBjECJFoSolvqVql9dVV3V3WZrEpXad/L5921Z/84SbW0I43QRoeiN0YnIiMzb77Md/Oa3z3n9/v+Pl+NVilNZ9LBFBHXhlM8uzGN0dbpViC5fYpBSSdKJUSRzqDtoNcN6iKN6Qu0QCJNDX2orIj9vKB+yMEdsYgtledEqsJYmAaEqvKLWCAHu4xUU6J7EaRCujnzW7klv/H4Ts7zNTZ0iZ328ZyArmfTzrjYVV112WiQeAmzuQbHvRVyRp8Xjk6yJjx038MvSaQmCZoaIobEkHQ2M3RXs+gDjcSQ4CRITRJmJKIYYDshvVQKo6+T6Kqw1A1sxKZN8VKI1QgYlm2kLhCJCrBCQpAX7NyiesgxAx6/vhe56ZDkIz54z4d4wIF98U+S/rj6t2Svjz4EwxBIAXIk4I7CMo9uHUAfSGLXpFfR0XNDBqGJlIL0dJus49PzLbo9B6ElaJpkeD3N6FlJ7qrgy3fshfJF5pzaTf/V5KVLjP3t3TwxPs+p8g2elYLqRo6Xnt5DZlmQe2Lppgi9fK7HmTv3gZDsWxjePA3DB44iNfCeWED0h2SvlHh28Rj7f11V1SNAi6awX19jbaLIbK9MYmk095nkZu7AflgtOMxuwkyqwYxd57G6xuiZKlHBY+uuFO3DEU5hSM4dkkjB5r40pftOon35HDIIKb0oeaR4mJHJFm5pQOteEzcVoGsJ4ZU8c39WJb68QMrzqB89wQ+cOMtBb5Nz3Rmer02yuVzCGOq4ax20dh+rXqA/6eBnNMyBJL0ywFyuEuwZo34U9p9YZbWRRz+To7yR0NwvaL0tppJvsnN9lLEva+Qv9xiMuXSnIF3os+On+OvWCTwt4Is39lF6TqP4+QWEZdI7qcQl+WshqU2Nv926lc/OHEE0LDLXNEr1BCFhWNDx88oKJrqaobQA2dUQP6fTntUI8tCac9ADSZgR+KWE2NGUw0FXYvZUPjdOBCICNAX8lloCZoIwJHYqYKLQwtRiNtrZV+12/c6y/TU0hABdT5jIthkb7bA2muPytQkyL5tkVhLsusHz1iwVt8Oss8OBcTVLHPQNdDfGdgKiSCccmIi6SfaykgEZ/Zh+WadfMQizSvIxPtJiOtPksjlKZ5gHwHJDNndy5C8JUufWQAiC3AR+XiM2DYK0smGQArSMQCSQftnC2zZx6jEr74AHdpuNFl7/Ie5758+Q+uRTJHPjWG1JfiHCrvusmWk+P3qI7tDGn4XuTIpgfohlRlSfHcNuCDqHA2675QYZY8ggtjiQ2sQRER9ovpHs5S4iiFh7mypE/eP8Kiv/+ik+XznN6NkukSvY3iwQJRr1Vgq9aaBF0N6T0P/ZWcaemyJ9ZhHZD0i/nKY/mVA7ppHN3qm6n46odMKEvwezPiR/NcL9m/NfM9HozOicP/Vx/nBvhQ/UfgCzB727+3ROw6RxJ85fPU3sCC61xggy6v2JYvRegNnxMBoG/iDFas1FeBEyG7N5j8d4cgJxcYnC317HGM6zcbpI9kCD2ydXOJDa5lxrihfDPGwr+ZR/3xGyJ3c4kVrhbG+OZ7enqW5nSS0alB/bIF5YJAEMz0GMO1jdhNS6j3F1nahaxSjnsZouly9NUn5Kp/DHT6FZJu3/8RT3zS3w+twlfqX2/Zh9myhtsnFa58HveoGi1eMzi0e58NQeRAx2Q1A61yKuVtEyGYKMjp8TpNYiUmfXSa+O0dyfwvAl6aUOWhAzmEjRqyjQidlSfu7lx9aJFpcxTp9g+w4PbbZHt+HgrBsklmqe0IeQ2oywa0OGYy6RZ2D0wWqpMzQYEww0ncQWoEOgJ/iRQcoNsM3XlofR/5/Gazp4AvhDi5WmKpQEiQ6JEgUXXmwCYHUKPBwcZ2KuxjA0iHwdrW0QBxpGasjRsU3agcPl4SRWU+Bt+IhEklg2UtcwhgIpDKrZDN2hTaftIjRI0jGOkeDvmNhtCZZJXEwTZnQSU+U+EerCNXuS9HqM2YkwGwO4fgMhBOa9R7/mf1l/HeypnyLRBfmrA8QZBc8ojdzJysEiI6Nt3Nur3Dt2nROpFX5n8UHihTS5xQGJ6fJUfhbXDhjPdHhn6Vnushv8ZvZBxPI6cbNFd/FuuFO916+NnSPzs0P+8Nn7EL0EOdTZWimidzV0XxBUQt5w9BI/NfoYH3zoAZ75+HHGv9LF3Zb0T/jMn7qBJiSTWowmJE8uzVHf9siu6iSGQB8p3bTwALC+qwZARh8oIlVTkng+P7zneT7y7rsou3djdmOWvzjL5YlJXE21rlrdmPR6RPHlEKPWRTomrUM5Goc0+hMJG/emKKf345xfIXO5SWeyRHfSwR6L6ccWl2ujpG6AsC2SB2+l8Y+7/PmxD/JbtQf43F/eSeqGJJsVuNXkZtoEoHpXic6cqtrbLQNtdgy5f4LOuINbleSvaeQfvUacxCTDmLHnAr5QPsETe+ZI6ja9MY3mPocj917j96fPcCEY8J8vH2fknET3Jb0xndbhDDnjGGHapF/WiG0IciaWY6N1A9wd+2bAiT2TyNOIPEGQlSSWynX/HWS5P+4wdnyLn5z9Cp+pHuOcvxezI9B9gdUBqxGg9UMSwyPylLzJ7CcYQwnoGD2BPtQwfImfc9ncY1Ob7mFbr17w/M7M87U0hEp0D1cdrmt5RX0fCmIHwpKH2RjibUdkrppsBGXQwd7RcLcFkavRSbuMTPaYcFtcz5foV9IklkNiqhyn2ZW41QQt1Bj4KXxSeAPFER3mIoSQiFAQeoLekVGGBSUaNwYK7xW5gshTdiFaKDF6ISKIwHFAE2QW4X/YuJ1/N/4sn+qlIROxfcohs5rgnG/d1EOKRKI1Ddoph/nyDqczCxyytpjONLlYGcPqWKRXE5wXXLzntonLRX7hXT/FQ286SxzpiHQami3Kz8HH35Ljh9MtnvMDvrKz5+YVrXd0tJibN6sY6lxqjvJUeh+dyFaFsvaQ9JpJtWtyJLvJPmeLapRheTBCIdunNeViDHWkDs33zIGcUwjAgwHvm3mcD9T38Ht//ibm/+A8wrJYOHKI4ZzJOw6d51Mn7mH+U0PmP9GkfqpE9Y6ErUM+1hWX2c+0kM9duHk88msl+qMHSY70yR7usri/RHF+L6mtWFn0Lnt8Sewl7fkMr+YYvRKQ9PrsHHb4347+J+bNNH9x6QQH/3AZ6Qdsv30fgxGN4sF9xJcXiF9/ip2TEiElxYug+zHVUxnqt0cIK8JZsHGaksGts2jBNFath3N+hYNLGWqnR+mdkDROxIhYsNbJ8clulpgcQqguG2OYMBzV6d0/YDsyENsWVlPh4IKsRvvWcSJHEFsCw5dEnlJjhGl1PYW5BHeyS6PoYXUnyFXyNA7o/OjERd7gLfAVax+6L9CHytJ6UIbGIQ8t8uhNCIZlxaMNUxpSV9dqajMmc62DVmuRjOTQhznqtoc52Xn17tdvQ/D8RlyNr/O6r8vSEELchmo5d1EF7l/YtS3+N8D7gOru7/zLXdO4bzhe08FTE6qrwq4LjJ6yefXzyscoyDnYDRsRoahGTY3EUjYdui9JdIGMlLoxrfuUcj02Zx3606iEedMgdxXMviS2JOZu1VTzIS6D4UQYWoIWKpBCd9zAL6o8khaqADsYlQRjEX5JJ/JMrI5BomeAMlosiRzB5/7yTval70CaEkxJb0oFa28rg9WukIwWGJQMvE1B3EhzZcTjf+1+D3P5Otv9DL2DPkHeYvTZBPuvn1EBZmubuV+Bp6/eg34QBocqWNUaqfWQf/65d/Fvxnv4K2lSaxq5QAEiwrQkzCcKj9bR8VZ0ugsVfj/3ZhJdkq1L4rSN0Y8oPm/xsdZ9xI5EmglWaUgx2yOaCBjWbay2pDcV8+Z7zvOWwjnWwiIfXr6b1qMV9nzwKnGvB70eqRXBueYU311+mWAshCQhfvkq2WKK2lvgl07+Db+TfoDhM2nsrzrvwS2zdPYkfM+ey3xf4Sznp2b4YOE0vZfTOFVBZkkSNNO0yx5WW0EvhGUqx9TEZjuuoy86RDfW0DwPPy/wi5L+vgKe3Ev1oI10IvLnDDIfU8Uyefge7jiipFzn1w4wLAg27tUZO1Bn5YVR9n+gTnzlGiXLpHo6Q3mySfu5EcQzJf754fcwfnIT01Suq1YrRh/ARLnB60ev8PD6ERpnKqQ2E7RI0pnSCXLKtZU6SE8opGICRhf0vkbG9clPD9jZX0EkHkFORab12GOtn0PzUVK7bERSTtjJm2gRxG6MiFThKNFhUNRIbJS22dIRGY+g6BJmBdJOcF6tZfur6J75TcY34mrcHN+EpfE7qA7GJ1HB883Aw7u/+m+llL/x992R13TwFICWDvGLOkihikQmJOWAZCah1zJxtlV+R0QCaUnCrIInSAOIBS/sTOCaIe2+g54NcN0AQ0toDXKIWCPRVTfNoJKgDwVGV/X/6kZMb2BhNTV0XzIcEfQmE3VRWkoLGnsJRjpEZAK6GVW1LIx2OD2+xEFvk4+t3kbvLyvMf7RKOJph7UGX4VhM7EBn2ibaP89gVAXt1FqC04yRmgByVI08nRkdcduQ9JE6/eUiqf/X8Sl8+An4B/ewc8wmlzqB1YoYfwyCTIbcUKIHMUFKmeCF0wEHZjYp2n2eWZ7FuuJSenlIbOtUT1js3BbTOJIid1W5j5b/6DLS9zGmJll59yzjb93g9Seu8lFxO8YzDu6Gzpm1ecJE5+z2JMGXRph6tEXSUJMAY3YaacBqM89GLq96uGfTpF/2iAyB6/q8NX0Z7aDk1970fcwPTiF1wcbdNvrtTX5w7izvzD9DRffpS5sTE2s8G84QDjzGngkw2wHbt2doHUxYe9AmN3WQfkXy8nCCUOrKdXN2mnCiSOSqh6rmJ4TjWbqzgJVQuPwKFCO7HHGtUaLV8Rh9QaKHEvY0+OyxP+G96bfR/2AetrYR1TroafzQoPJUhP2ZZyiPV7j4/hnuOrbAU7d4FC9LJh7rsZyd5NwDfcJYx9uQ5J/dQno2vUqRKC0xBipPHrkQOeBWJV4tQvcNtvJFjGyAuUvkM/qCx6v7aIQeG+0siQXSUCJ4KUHkQoQVo0uBtuKQWpfogaRdFgxHEoKcxrCQIUpl6E/H5KbqzHmDV/Ve/TYt278RV+Orx5v4OiwNIcQXgayU8ond7R8B3s4rwfNbGq/p4BlFOkKXROM+sWVhdjT0ISRtg9hO0Aca+kDNFoWp/ImkJUlMVa30Fk2aCxVaCWCALCf0RwWGGaMFAjTwcxr98QQxPiSs2dg7OukbgoGfQU8gvSIxB5J2DvLzDSwjZmutgLti4m5pRC2PKCURXgKZiH3FGr8+/jieZvFzhWXmV9/HxGcjrKUq6b3TWG2d3GKE1KBxSEfu6xJteegDle9y6gmpTz4FgAek3nU3tbdHhCcjRu45gXji/NccIy2WDIvg7Ohkzm9iX43onZxk57BJUJCEuYT0VJsfm3+BN2ZeZDUscbVRpl/waM07dCcFxfs3+dd7/pZqlOXfPv/deNsu3pO+Ogc31tDCWd5SfpH35ja57Z4lfsn/EbIXTOTjBc54BUQERggb9+UQ996JMVB3kV+EoONwtj5N2vXZuDdFZvwkkQdRFPHp7kEqZosffPBJFm8vcSC9zX3pK2S0AUNpcjWo8B92jvH0ygxhw1F92hbY2z2SFy6RHbsT5207vH3qBR7f2UfYzrI6LNAIPYJSTPV1U0gdrDZkl2PclzcYHhonmvA5MLXN1tEZxh5RxzFMa9Rv5EktG+RfrJF4FjfWc3xkzyFe3h5jVtsNtNk0etOg080xuVgnBmQQoGdC/tH4I8x6dT5//jTjH7vO7GemeUHbT+xI5haDmznXzPydhGkD3VfwmzAjiFwVfMx2RCYGv2ASpQzSNyRWJ8Fualy5Ps5Stkg4MJHZGG2o4a0YuFXVudQ5FGLlfBJNQV0UbV/5vyeWkvhpU30e2nOVW1LrPNHcw9m1qVfvhpXfluj5jbgaXz3+a4yNG19n+9+NfyKE+HEUKuUXvxn17TUdPLWBQKy6yFyMFguMgcovmj0dpI5TkzhNRcYOMwJpK+YiQx27CcWLAd7FTWQQEB6YZPMul65nInOJMoLLqBmkSCDqmngbOiMvBbgLNeJCiqDgKIZoySBMw57CDhWnw1cinf5GkcySym/1yzq9aY3Q1FlpF3g+MLh3t8o+PVOjv38EqxUoDud6TPrsDWTao3bLKKYTMhgd0M7rjI81WbtR5NDD3k2wcOajT9Lce5p9373Ee/7oKQ5ZG/xh7QE++/QJchd0Ik8xRQsvtoiWVgBIGTrV49ME5Qg7P2Su0OCoewNHRDzZ3UttNU/Gh964YLDPJ+8M+FT1FDe6eZJIsHNEx+zdjvvyJtF4gc7emLvdRcDlDe4mRw/c4EI8jdFSM7yoEFGebFJ0+1xdG8W94GJ2lA0uQGvoMJ5p88DrFtBeLzlbn2Zpo8SvP/MmZsbrvGXiRX5u5svkNYMvDEb4ZPV2dnyP2iDNxvkKo88kWO2Y2nFLMTJ3l4fujR4Fr8svl65yX+oy/+iF9/D5swqkbDR1BmWB7iveauZSnXhrG3l4HICS02PhrgGJeRqA7myCnvPpTwhWv3dEBbKG5Df/8nsZOS8RnVWM8QrNk2XMjmrW8Mcz2BygfmsRL9UilDrvLZ7hC99zgJ3OQTI3fNLLEOQ0tOiVNa29E2B2DBITBqOC4YiCYQZZjcGoRZBWKSgtVDPSzpSOnwezaqCtmpiWShclbkJmGYqfvYIcH+XaaIGx2RrVPZJOTYn/paHy205Vw65DL0jxFXuetUKel1crOBfdV+1+/RZmniNCiK9mOf3eLtNC/R0hvgB8PVvPf/X33ZWvs+2bMTZ+B/jV3e9/Ffg/gZ/6r73Jazp4GgNJ7ioMR9RTWh8oDVvkqoCRXQ5wVlsM5vJ0Jy2kLpXvkSMJU5CYGrLfR/b6SGOKMAN6NiDl+TRTJoml49YkeqBAH25VYm/1iK4vIWwbZ3aKaCSNkAZmR+OFtQmuOiHthocbChDKRyfIg5wdUM716A5t/tmVH+R7Ji7SCD3WXxqjkpHUD6VpHw+w1k289TJ628fsQqfpYdgR85M1/unc53m4dIJLdx696cQIYDeVKdh7MjuAxW2TT8I7nmRf4Sdwn/fwtiTaysbNgku0vErp4jhGX4E1Loyl+I1uhol0m/ML04yd0che7+GXbNotm+ojc0QX26RiSeEum/ZeyfatFtnCFMOiYHRPlWZi82s7+/ndJ16Hs2bCNKKWbQAAIABJREFUTMCJe69zNLvBvF0low358MZp0s+6TH6+SvdAge69AT965DkcTa09fzT3LHvNNO/XAza+NMXo2ZDmngn+8P4M3i0Brcjjwy/fRbKYIsrF6LkAuynILPbQb1RJledp7dEIRzx0QG92uVob4bFp+N2N70L/XJ5DT7SIMjbdaY0go/LhxiBB2ibanlkSW8O7aPJ09SDSkXSO+dipAM9ISDs+9x86z7sKT3E1GONfPPpDHP4PTeKLV0g8j+bbj1M9pa5DuwnNfRb9+0aIXQmX8ryv9Q9494lneP+hT/PbP/EGrj8zjdVS92t7xiF3+gQiSmjPuwRZ5U8UZiUyE6G1DKQGgxGN7jQElQAx1PELGvFIgJvxSZbSZJYV5zYYlxipEKm5xDt1tF4ffVBk1OtQdPq8NJpGiwRSkxh9QXYxofj0NknaZefWHFfnc6QagsKVVy/n+S0UjGpSytu/4Z+S8ru/0c+EEN+Iq/HV4xuxNG7sfv3V29d333Prq97j94FPf7N/4jUdPEE5/ZltRZWPHUF3LiYz3aazlqV0QRBfuYbXHiNbmiN2dYK8gHxIXB6wWnHJ7jmE2ZV05kAe7DKW69L3LQjU7CG9FiBiSXvWJsgKGrfkyNnH0Jp9pGuBEBi9hNw1Db+WRkgo+RItkGqfbEGYlRyc2OJ4bo2/uH6MxpkKn14cxWnE7N3pMyw7tI8HvP/ev+TF3hR/ZdxF/pKnpE7bFrFpshRp/Ef3HlY6Bfx5m/K5HCKTYe0dM7RuCYlaOX6zMcvPFRQs5F2Lb8B5wcPZUQDo9uv3k318kXhrGy2VwlsfYHYtpIAgb9DYKvPCRBF3SyezOsB4aRHTc0ktZIkvLSClRGo6wUN3EY8N0dcc0qsDBiMpfnjmLBN6nz/6xEMc+F+UMN7/3jvI/M8+78k/TT12+FDtPi4/Ns+eD75I3OkwuPsePnn6dzluqSn4v2vM8WftWwmlzkfO3MuR/7hOdH2J8VsOcW2ywAtzU7h6SBTqmAEkvoamJQR5SX/KIxUUiC1B7Ek60zalbJYk5TK4keH92e9n9YVxDjyihPLm2CjGyDx+VqBHgIDebJphIUfkQO56TOWpkN6ERfVWCz8WhB2Dnpvi2J4vcpttcZvd4F+lQuKLVwCQYUT9iGD6xDrLL1fQAo1+RZAc6RK2bCb+RsPblHziTffhfV/Afz/9GL8RPMT2pTL6QNA8CK39HrGtcuUkKt8pMxGaFWP0zd2uJwVl0d0Y2VF6WM0NmSvVebnlELkWSNDsmFK+S3fSY2RqEnQNLYArO2V839wtskqCnHrIaxFQ3UGrQqpygP6YqbqPrFfPxOjbVDD6RlyNrx5fl6Wx2ybeEULcDTwF/DjwmwB/F5B3X/8O4KVvtiOv6eAZW4JBWYFcdV8QpsGb7PL2+Rf4cnovralJSlISbWxSfBS8rUk60xb1ozYjx5qMT6yzOFuk1XPIpYfk3QE7PY/mVgZrR98NfhoiloQpQX9SMiwLpJamcAm0RhdjGEKSAgHuDpitEH0YkZi66vMEROxyYXQSa19Ev+0wfiUh91cvkPT7GLPTRNMToEl6ic1+dwvm+nS7Kcw+WA2BFgtYd3l+4TBIsLKw+r6j9I8P+IGjT2BrEZ9fO8QHHnsT/9eGQe5aQnZpSMUcUj3h0L4lpJcOWH9gnuzVfeSWIrQgIXY1YkspDtyaVK6LtqQ155CP9ijDu7KJfqiI1GDtIcmfvPG3ODec5cOPvhXtuUtE993GPy1eB9J4W69MLey/foYvvvN2XD3kcmuU69fGGNmVUer5HLW7o5uBE+BDV++ht5DD3dI4/Jka0fUlAMKyRzTu88Olp7nd7jJpN/i/xQNoNxySNQ/dh96oTmzmGBYFsZ3Qr2hkb91LbOtYLcHy2gjmUNA7UMQeOUltn0trv+pCyyyr2aef02gcgigXIy8YpNaGWJ0Efagj2wbehgZC488P38aPZ5UFpqy/ogHQJysEYxH3lq9zo1ogTCk95d7RGt28zTBVwVrYYNqY4Pcr93PP4WtIKUgyEYkn0DMhuUyfvDuk2k3Rv5bDamoMdR0KMYm+Www1BUJKZNVm5HlB7tqA5r4Ul2/1wEoYlneF8UaMHxr4eUnz9DRapDrehpfyuFuCwqUQaQgGZYOoIOmNa3i37iXydLZPmURHevR7JlKzXrX79dsUPL8uV0MIcTvws1LKn/4mLI1/yCtSpYd5pVj060KIk6j58xLwM99sR17TwVP15SrJhSYUuabfsWlFLscK6/zFbRWyy7dhPf4S0cYmxsYmJc8jc/dh1nsVNvfl0I0YpMCPdNabWfo7HtaWgRYLelOSwZiJCFFLL8BqCTKrQ8SLV4mHQzTPQ8vuxc/phJ7AcTTspo4WJej9CH2jTmnLIrYqPB/Mo/U1Yksgj+xhMOnR3GuQWJC+qPPvN95KWIjRuzp6oApdulCGbmZX4m0q35vehGA4EZFO+8rKwukxkW5TtXKMvBST/uyLaNkMG+/YQ3Bfh1vHNomkzqJTZNDKkV1R+aduRaczpyq1blVitsEvQXsvdOY8/JEYb7KDlJBPDbh07GPYwuReZ5U/SAm0dIreEf/m6aifihj5qtPjLlp8vnkSq6FhuZLWfuCHbsEYSvTMkBtRF0sIXvfUz5D+dIZ8LcbsBsgllbPXjx7k+vfY3LnvMikR0E9idCRJ02LimQSzE9MfMwk96I/qJKZ6iCYmdKZs9EBJzIK2QTAesvIWDbDQUkNsN2TQdgh3dmdqoSooeqM9Or0MVssjclHyrXTEMLTQQlhuFvjd5iRPtfeQWtPQUimSXo/hnjLEgo1hDtsJ8Qsqp5u1hhzLr/NnJ8ZIbU5j1Yfkz2Z4ItiPVRoyUmlTdPukTB/PCBnGBksbJXILgvR6RGO/QS8niCsBLSzQJEk2wqiZ5K6pRorCGSi+cJSte3P0piRhPoaOTWvbxYyhdlxpn5ESZ0eQX4hwVzv4lRQiMcCQ+AVoHLAZjAiio11OTq3x4sYEsf0qBU/Jt6VgJKXc4etzNZ4Ffvqrvv+6LI3d193ydbb/2Le6L6/p4KlF4OyopbHRVycmMRw+5x3mgdkF7r/1Eo+7+ynNnmLs0Q2i60tqtvfIc8xvHaRxvEB/TPUDdwsu0krQe2om5hdj0jNtyuke9Z5Hc0O18OUXIqzzi8RD1dutlUt0Jl16ExphBgajuhKKC5VSyC67uJt93EaCs2EQu5LepKC9J4t1a4M7Kqs8cv4w859IcK/V6JwYo35IBYDIgyit9kXzNaymIEpJwnEfQg37MznMcxpLRyfpf3+bPbPbbO+bwj25n9pBj+w7Nvj5ma/w8Y3buXRhGndNp/JSROorC4hshuaeCeJKgKyZFC+BsxPQnbDoTQp6cxFze7eYTjd4/NJ+5Lkc98fv5ulbP8GFYECYgfCWWUojr4ioixOtm193f+guzA6MvJig+zHr9xuIPT2aIkX+isB5weOBxi/ibOhMf6GLsXGDzslx6ods3NHjAFRPCbwDTc6tTfJjZ/4JVkNg9mD+go/19BW0lEd43xz9USXMN3sqeEodgozAboNTk8SWzjAXMjrTVL3/tRSDjgm6ZDAqMfqKom7XBQM9g1fTsLoxIhHoPY0kn5BMDBFmTN4b8NEbd7DycoWxGwnsm8Fo95F+TPF5i0d9dd+5CRgDwXPLM1zLjiBi6JcNRGLj7iREiwZdy2Lv1A3uzl+nFma40h3lWn0Efc0hdz3EvV4ntkfpzZu4lS6+FSOArOfT0TwaB1xGnlfFQ/n8BcruCRIjRWJoWC0Npyrxi4L4ZIfbJ9e41hihebGkCqhlD79gKMletJsi2AV2D3dcngtnMFYcCkuv3nTxOx1Gr6EhYonZ383XSOUlbnWgt5jmrDvNGyav8LrDV/iifxirV6GQJETLq+oJuFklm7ERiYcyeRNEuiCxVQWSbMR4psPB3BY3rDzn266CIFsCOTmGUcgRTBbY3ufQrwhiV5FpQIEW/GJC4sX0xw2y1zIYvsRqQRgJpR0tx5yurHI6t8CjzgHMdkiyXSMxKvQnYqSToLd14nRCYaKFrkkabQ/P87mlWOOltQlGzg+Rz75E4Vlo7buH6rEEEUFi6wxGBW8avUZGG3J5bYzieY3UZqQwbDt1jGxG5bM0idHTSC910K/ewN4oY/hFhiMaUgquNsuMf84k89GvoOdz7H3/z1I+WAOp5DI71wucO+qzFufoPV+i+OCtNA44dOZg5FxM+ssLUMhh3DpOv+GQ3RCktkKkMBCxTn4hRruwCOUSrXmD7myCv60plFo6prOWpfK4IPPRV1w9Nc9DK5foHxqjsV/HLyVqdtuWiFjhBWNHEIZg+BK7IfAbFjUzTVKzyV/REZGkdUCiz3dpjNiYWyZmBzKLGtmVmNRSl7DoMBi16To2SToilRliaAnL1QLpFY3UxhAxCJDdPvrzVSpLeXLXxulNWMSWJPIE2osewdCjshpjNUNiVykQ3Kok8iyuj5c4nN6kGqS51ijR3M7gdhSPFk3DasfYWyZ9w9sVS0IPMOyI2p06Qf4kY0/3MS4swnab9LpLYmo4OxKvGhNmDWbLO7x79Em+YB/l0ztpupMOsWUTuUoKJWL1ofuqKcQY6EjNxdtKcKvhf3nj/X8d3wmer52RGEKRtw2FDgvyEhKJ1RB0nx7h43NZ0oU+Ihb0yxrijnGMYxX0QUwcS4KcgZ9T1XmpK+YlpkTGAiLBUq1IfeARRDqaLunPh/gFg/ZsEWMI/XFJMj/A9Xz6mxmylw28zYTYFiSmwM8nhAVFtcmsRTh1gZ/TiRyB7us84hzi+dFJtJqFX9KxTu6ncUAnNd1ECElHS2Fnfe6orGBrEU9rszhGxF2FJXLWkBdO3cLIbtYmtQb+oMDsp7eIr1yjwin+853HuViuIDbt3ZmPTpDJ41Zupz5l0joSkc4MiQMHzY9U7kNKjH6CFunYuqq0anX1OW622PvxAYvfX8bZbeWc+VzCz33x58lcbjJ3+Rnk7UcYjKie8PzjS0S7gdqpS9xtneLFHoOKw84dMemxLjU3j7u9l37RYjCqOKmVp3zslTrdo2WkLvD+/MmvOe/BPYe58QaLcDLA8jrEXRuxY2H2FIYtMdTDI0wJ9EA1T+h9QbLukFnTKFzykbqgM29y78wie70qX6ru58rVCbxlAz+rER/MMChpDEuqBVdvmHSiDIO+TdxQXVRGN4RWh7iqOvaSfh9zbZ3S0YO0D+fpejrOjqT8fBdxaQkxPkr13lGCrDLwK70E2/YIn4qOMwxMghspnIaGSKAzY5DYRUQMmRWJ1TJBU8c8MU2GZUn2QJPDx7d45tQsY585TP7FBm41IEjZmH1lkSIFWNquFYsW4WV8+hVF/jL6qiVUSA1224nNvsRuJuqj7hM7r04I+A4M+bU2NFU0SkwYTMZM7dsmiHU6j48y+dgQeUbQnslhmaoa3xvXlTwlMXbN3lAmWCh9aDzUkSJWINiejqyatJMUiQnxaMDsbJXhpMFOXKZ4ARJdkBwJeOvsBb7s7mVneRxvO0QfxojYpR2roJVZjXCeXwaZYB6YYjDmYPgCu2EyLJewBXQnBEZR2SYMr+YQEdihILASdCGp+Wm2loqYbZ2/OqnxA1PnqP5omoXJe9TMKg/Fl5ObRmz6o2fRbj/N+RMWSSqhfouGtCVaX8MYmASzPvfsW6QdOlwz8wym0oQHsnSmdfyCRN/b5YcnnuW0e523v/dnmWsfR19YozHnKntnGwYlnexSgP3wWeK/8yN68gUm9ZOYN3aINrdACDonxhAxlF7sojf71N6Y4hfu/2tMEfMb22+mM+vQL2skpmT8KzHGI88RA+7CIuLWo2iFAvFuZ5J24jDLP5XwE8cepRameXR1P0HPQ4t2iym9BKeZEOR0+jMxWj4g3oXBGB1xswMMqWZafmJwi7uKV/HRtYQblRw+kEr1mfPaDGODl7cq+Bse1o6ObLqYEYQpQWc+hedMYo4UIAhB00DXSFyT2FT6TBELgiUbN52iP19g51SCVgxIzrlkVhLMjqC5lcGoG+QXQR9K+hVBdwqCrKFy0X2JMZDqIRCqh5uf19lKZSlOLnJsZp2Fub2kV11iSyN2FNxZ6soy5dLWKL8nH2Srm8EfmsT5iMA3cLchuxQTpjUGJZW+6o+D0Vczf3cjIrFeJQM4Kb8DQ34tDd2X5JYiYkvglzQ8M2B/rsUTxijWS8vEtR3KRw/SOlqgP6oxHFFsTi1QFWyjp6hHug+xD6ARxmoWKhKB0RdYTUBAO2WQtnz6ocnoWUn642o2tKGfpj9jcVd5iU9WxghyBk6UoIcSLVT5t9hWjockGn7JpjOtKyxZK8FqKiRYf1yQWofipQjtxV1UWEmnmrG43Bpls5Wh9JxO6cUuG9UKX3jrIf7ZzGc5984ZHt68hatro0TX7a85Pk5N0h3q2KUBSSII2zZmV1cdP1aMocWst7O4m2qW0tynY9zV4Fipyh35Zd6b2wQ8Lt//EX5y9n6+9PQRnC0Ns6NcFmt3R9TuFZT23knp919ZVosz524yQKM3nKJ2bJeW3hkSjmcZzvlsB1k+duE2Rs8oz6DuHQPmKjuEZ75W+zyc8OjefojctQDdj1l50GNvZYVhYnK+PklnLYu9o5MYMCwoDx93a0iQ8eikQ07vucZGP8e1lyaxGwoW7Od0jKHE3hE8vTxL0eqR1n0mvRbH8uvcm77CfrPGepzh8+1jrLYLDB0Hra5jbwFSpWZ2bhE0DrqIyCVKSyJPYjU18lcTZeQ20Agzku64CUxRO25x96mXeXPpRT5Yvo/l5TJ6aoiWCNxLJrlrPtLQ6FdMooxEmoAUxB1VqU50ZdvhhQq2nX/J5GHrGOiSXB/8okV/RKc3qV4nEjA7kuilDFftNEiI8wnmyIAgFogrOqnLNcQwwDk4xtYdNuGsTxALnLpFfqeDvlZ79W7Y/7Zi52s7eIphQOpSDdEfogdTXC5MMtxnqvxnX/XlSkOjNa/Rm4vASsDXMLq6Aifs5knlrvuZFoIWCOJ0QlSIiW0do69hNyRGW6MxdNlppDl0ZuVmcJh6uMrn7jnMRKGFFsKgpDEoOfQmBf6cj+GEVO0Uuj+H1QrpTOn0JpSLpx4IpCEIs4nS9kkDLVIulwi19Dc7guWtEnHHpFSL0S5cp5w+xMuHJ1gZL1I2Oph6jAw1gqxA3zdPvLCIMTVJYqnuET9xMOsGxeuQu+4TuzqbjseXg33Yiw7zX6qSXF0kl7+d5m0686kdCkaPlajLjKEYoL868TBvnJglfTaDtxWx/oDB++5+jH85cplfPHmKL8l7GPnwc8jwlX5w/cBetg/bRK7E6kikbdKecSCI+LPP3cuBP2nA4hWW/qcTXHvDhwA49O4fY/ZTr5zjQdGgNy5IdIvMjZjC5ZitzgyfLM4gNXB23y6x2K0og9EcYHUcZCJw9ZB+aOJuamRWY0JPHSeFDYSwZXO5NYZrhGz102QtpR54JDnC5xcPES5k0CIwDPWgzazGOPWA5h6H5mHwyxEIyFY6HBvd4FqrRK87RuUrPbxtjcGIhdWJlbOFDeNOi4e8JSp7WpwZO8C1XpkzF/aTvx7hrLboHiriFySJF6MFBlEawiwg1f5qEcS2gdNMsFuS/DlTFcs6ks6kTm8aglKMvWVg9lTrsLsj0IOEyNGoH9Yp7O1hF9tsbo+Tu5bFuLKGXe2j+zZuysc2IyKvRLLTIOm8elSl7yzbX0ND2iZROYP29Aqpx3uUi0dYtkZwJQjPhX6fxDYYVBLGZuu0ei7BjRRWS6DFqpId7S7btUBdmEZfEKfBLQyIMhrxVhq7nWDXdfq+hWVHRNMjsMuqlKZOciXNWpQhf0MqPN1MgjXb4UCxgaElXByadKYssomyxLBairGYXouIHY3BqAbjAZT7dG4FIST9lou7aKnuoWUHTBjmITU/TZTSIYBnu/Ns+xkuXJvEWjdJLGifHCVdSBN4BloAmQUdtybILA0w632kpuFPpPE2DXzfIb0qYWMbGUUUvrRIb3wvn+zfSjo74D95d/L6sSu8KfMizwyOMtxIMfNSB32jjnHbHLO2mpUc9Db5QkagjxSJNjZB0zFmJmmeGCFMg1MTOPUIf8SlPy4wGwZTj4QkL11CP3KAX/qRP795Ti/d98fc8ZP/kOKHnsAYr2D4SqLlVRPSF7aIFpdJAXqhQP/0PlrzJpEDWh/MtmpMSFI2kSPA13l2a5rGSoGxpUR5CU0KBpUYs6UpgXkqxDYitvppthZGqPU1ruTH0Xo6o89C/mJLWZ7sNyCB1GoP8dICpe5eolQOP2eolYmZglE4XlrnkbFRtDBGnL9K1rZB15ATZex6kSerc/yFu0UncbjaHeXp5VlKTxlknltFOhaNAwbmvjbJwETbNogtSVjY7VPfUKyGKA3tnKaAxm1VMA2ygu6sJK74MNBxtyC9HiCFIHY1jF6M7ujovsaY1+Wh8kU+cfdtrMYTlMb3qONmoYwOTdX2KcZG0C0TXo3JpwS+s2x/7Ywgp7H2YIrZ7WnihUVK51s0D+YIM5Jo/xSitoPe9TF6afqBybBj41U13Krq1EgyqphgDMCu71oUOILE1hDjEl1XxlzuVoCfdQik4Nj4OmffeYA59xSRo1O91cToQvl8iD5M2DhtY891mC406QQ2zZ4LLRNjCLqfYLcTpK7h1hO8aw3QBH5mhFrJZuxAg4fGLpEz+nxq4yQbV6YpXAmxGwbdaVUU689l6Y/ooMWs9IosNwuYVRN9qHB8LV0n0VNY3RivFpNfCDEvLiMHQ4K7DrF9yiG2FQzDrsNwRLD1I0fIXw3QNzuUzw+xm8qytyUK/OnoOH966DZGsj1lT2LqaL5P7lrCr5x5B78zUWf77BjzT3SRPSX6DyeLtMYdBiUNswvetpIr9cYtwpQS/lvVAXpljOW3jeymB14Z7rs2WR85TWZFpT+sjhKx9w6P4tbqJJ0OcaOBs94nTGWQGmihomUNCzqDUor+mIbwoXG9SHZBw26FNA6aZO/f4r7SOl+4cgjzukPSNVmsF+nueOQv6dithN64SWKAMYyRuiCxFHZQi9RKBinROkNSm2mcHfUglobFjek8b6y8jL2vTf2WLCOdCagr+Za0DLRYsrGV54PxaXYaaYxlh+IVKD3XAClpHy8zuLXPybFNnrs6h9lV51TPhkjfxqlKrJ6kuVejPxshfI3UqobVUTrNeDTAdkOCmoVbT9CChMGozWBEwxgof6vEgGFskNJ87iov8ZkTKTbTWey6Uoz4bZtgYOIK6B4tE2TG4I9fpRv2v63Y+fdyz/wg8FZgW0p5y+62/wN4GxAA14CflFI2d3/2L4D3AjHw81LKz+1ufzPw7wEd+AMp5f/+zd5b9yL8Y32Gz5UwFxbh0nXs+il6x4asP5hiUh4n0jWstqCzkcGq67hbErudEGQ0rA5oOxK3nuDshGh+TJi1CPIm3Y6DjASZHYm51cYes+hFOvtSVbTTkquHRhhLd5mWgsUzM1jNgMTWidISS8BSrYhfc9GGGnZTgR8iT1fL+lFBlNKx2nnsrR7pjZDoRZMb3Qk+PJfDcwJaS3mmLkV415sg8wQZUy3DehGOJbBqOpe3Rxl2LWxftSUG5YigJCAxyNwApxZi1vsIz6P9+v10/rs2v3z4L/jAle/C+tMibi1i5Y0G3/u651jpFbnyhb2MPhuSXfJBgBYkBHmTbT/D+kETUgnNAx4j7REKz2yRv+ggIpPs9gL4PoyN4E/lCXZnY+nNGLMTYzaHxK5JbCmdprcpld3zkSn8kuQzfYe3eK94Iv3U7Bl+456HGAxy5K8G+BmT6t0x2UqXlTcfYeQ5jdRmiNQEVjtGJCqP2ZnW8AtyN0go2ZK9o5HeiBGxpD8u+emZZ8noA/6meZzKUxFSE7Tm8hQiSXY5BAGDsoZflNQP6bRncvhFSZhNMFsanTkP17sFv2gwzCl/o9iE2JGYeoypRYxlO6zN5zB7JdxqFhFLBmMWfkEgQ43qWp70gknhSoTdCPErKdr3FKgfS5gfrXOtPoKzbGG2YViWGGZEFO1W0BNJkJdMztXo+Ra9fgE9UBI5OdQZSgsjEPg5iE2XQVkQZhVyz+ir3OmVlQq/3X8dw9Cg13LQTNXarIUCc1uhE42+yrm39v09I8XfY3xn2f5fjj8Cfgv4yFdt+xtUr2gkhPg1lAf7LwshjgDvAo4CE8AXhBAHdn/nt4GHUM35z+zCSS/+P+y9aZBk2Xme95xz95t5c6vM2qur9+6Znn0GGAAEARIYLqJpkba5WyFGkDItk7JDjpBIOeQISbYpkw6H/cOmgqGgQMsOgyK9iSBFCgBBcMFGzIJZumd6eqnurq4tqzIr97z7Of5xCoMRMYQgcgIxCuH+6c5bNzOruyq/e873ve/zfq03lmiCICOteziAShKCnkbUY/TTCdt+A//QgIntkYU7FNipMkmYNthzTdAv8frZSfSGZYY7gJ5bWLHEmyhEmmHHirgfcLWzSsOd88z6Db49eo3n5me4FWyQRw7KldgTQXqjhjsSVAtM/8rRFIEATOFMTmckQB661O/Y+P2ChWsJzZuS6WqFtFmlNdc4k5KiEVIEEntudHtOfw46JDj0GddDE50QG0G98EqsqiJtW7gTgR1bzE/VGG+2aP7ALp958GMA/Fo0QX8ho9i6i/fU+/jxhc/SWcz40OX/nGTLI+if/Adrs6JzxxDPbAhKxuckVtak+dIx6uXrZopq2+inHmRyOkRZ4A9LgoME+3CMnswQrkN5fgllmdwc/7hEuTZZw8YdCP7G7/1V/mYt4+xSjx9afY6GNacoJO3bOcGf3EQ+eZ7jSPGzD3wC6wHFRx99mldurhNuOVR2DQl9dB7UhRkA5V6ANReIUiBOILwyN8V0O22xGzdofUni/YsTtN9Dl0lXqyhLEJ8QskrP/NwAjxENAAAgAElEQVTiFY1oZgipyZXP5JQ0rNXwhAo/FwYyc2pO3Y15frTJnb021TFoKcgaNoUnTYpnVUMhsYcW4YHG6+dkDYfeQzbJgzHNxoztwxbOqyHNW4qsIlCOpiwsrFgAmjSSFJ2cS41D7k5bTK2mibseCMCmqBqDxmTzxA6pT/rrqVGXODPgtsf0rodMoVqY60SJuWHmJnRQlKZHq9y3r+J9c9r+pw6t9R8JIU7/qXOfeNPDLwA/cPL37wP+mdY6Be4IIW7xRqoOt7TWWwBCiH92cu3XLJ55aZHELm5TUpUWqJKwWzBKHf7S+Vd5JVpl694icmTjjiXORKOFIG4L0obAmYI/EBRVh6RlkTS/nCOjEdrcibXUaM/FGeU0Xgl5vXeGbKHk/IV9LvoHTEqfMlRMNkxGdn1LUd1JcXpTxldadBek4YgKQ7C3MkCBX0+JNwUIB1nYBNsj6A1xjxaYXKwTtyTHlzyEcpEFeGONPS/JF0Im6x5ZDUQucGYCd2j0kUXgUS6lECmSloXMLdKmwPrAMZ86KZwA17bWuLhliF8bn5zwM+//MU7VBlh3fazMPDerCqzMNvq/CiA1UWtGbTVl/pjD6+9qsfDSe6jfjomXPY4vWxQVTbgv8I9L5DSDNEP4Hun5RY4e8UnaGv/YCNhn6z6zFSODqb1uo2ybmw8tst9pcCNZxvpShPe7n6ME7E89T/XK+/jflt/Hj6w+y0+vfZrbnUV+feMpdm4toi3NpYu7PNG8z29uPYx9X+LMNJNNQ8hP6hJ7LnHGgk/tXGTQrXHppckbu0g5maFlxPi0zfgslAsZYmYh5xJdzbmwcoQQmptqkbn0UK4CVyFi8/27S3MeWT4gKR2u3Vij8SWXxq0cKy2JOy7TdUnS0ZSexhlaVO4bi689Tpitecw3ClY7I7rHNWp/HLD0OSPLOny6gbY1xdglGgiEUm/c3HdmDXb6DdyhwB0r7FQR9I3ueXIK8o0MrQThLZfmjRI7VszbNqlrVqD2XOPMzE0FjMwriwwfogi1iY/JTMF+W45vRg//uY6fwGSKgAGLvlnx/GbY6J+Gkz79Vi8mhPgpDCYfq9WgmDrMlwXZdzxOcGdgolQPA24sLuLIEreakccWIjfWMy0haQmS1ZJsIrEyiTMTxAuSvMaJtAi0q8gbmvEpG3fYwOvFLH8mQ7kW09MVbuerfNJ/EFso7EbG4EEfbyDpvFhiv3CDcjbDOfUUQktEJnBmGm9UEm0LZOaSRy6eZVZDeSDIliP0ao3xpst0w9gwUabY1LdKwt2ErOHSe8RhdjHDi1JIbYrMMEWDYwVCMnJddFCSR5J8agwAvl1yI59x0anwS8MNWl/4Sha3fu4q9kfezY7d5tRuQhlYjM445BWBSoyvPm1p/FbCY0u7/NzKx7niBvAU/OJ3XOCXv/hBnEOThfPlyOfpms1spUnpNknaguLKjGfOv0AvrfDcS+cRpWU8+usK7ZfI2EI7mqXFEb28yqe2L9J+5V9FobVfSTgUG/z8+VUefHibv7LyBX5w/QU+7j1IWto80bzPsAjJbtdYfc6wTtNmSLyoSDqS0rNNdo8WyKlFWXFwmk3U2VWG5yLSSDBfFlQuDNhsDnhlaw3r2KNQggcaB5zyjklLm7vzRUQu0YVE+wonStlcGJApmxv7iwRbrsm9yhSFbzFdkUweSmm1JwyOq/gv+zRvZrg7Q0RR4g0qBHsu+0WHcNdi8Qsj9PUtxAPnjEMpk1ixwJmawZA71YS3XLaONnCHguquxk7MoMwdFifZRA7ZigAlCPc1tZd7qMhneLbO9LRC+QprYuGOBc5YGGeWNr/3WUOh2hm2WxLPnTduEH/Rw4jk/92qnn+h4imE+LuY2O7/88un3uIyjfFOvNX5rz5poKj/GMBf39D20CZtl+x9q4N/eQlZgjPUvHbdYPlEaVaPeV2TzUwRQ4IOCwpfEM9cxL5Jc/QH5sM/XxIUbU2tM2XsVNDSo31VEl7bh+MBUX6awcU6twdtOpUpC40pZW3OaBIwnFYI9s9g98bMqhb21Ojt8gpMPAehjNzFyjVJw4j2S89AGSaboE/HaC0Quz7VHUG0U1B9fYCYzIlX1pmdz3n8wj0muc/WftusTCoSPdbYc7NFKxulsQEijNbz8x2+9+W/hTMxj4NjRfHhJ7HiApkW1F48hMkM3Wkx2WyQRcI4gvolad1iugGOUxBYOeedr/xK/NzCTX7v9GX2b25Qu6OQpSZekIzPQbGWstQZ8d3LN/mHSy8DsF1M+d7ef0J61KT0NKKVEoQZaeqgUovDXo2PHT2Cte8xWwb9fe8mblnM1gSlpwm7sPCC5PX5aX7jvcZpVXMStpMmnzk8x+GoSrgnsOIc5drYs69sq2frigtXdlkKx3zmboO44zL59y7Rf0iAgMquOLHPWnS8KUJA0AVwObwc8XC4gytLnJ5N0BWGY7BaYFmanWGdeCeiui1xh5qkJUgbLkJBvKS5eKrLpXqXfzl7AL+ncfsxqhagfAdZaJo3FPl9SXBcINMczm0yPh9RBGBPTZBb6RthvjPXtF4rDTkpNT3QtGaR1iWeLXAnJcGRIj40EiZ3qhBFSdoOmJxRdC72qLgZR9MK03FAduSiuiaBIa8aHJ7rF1SClNhWpEn45/jk/xnHN4aq9I45/tzF8ySd7nuBD2v9xi1nB9h402VvwEa/xvk/+z1Ko70rl3LstZTppgt9D3smqNy1TRphHeLLCdW1MaOwTnTbwhtAfuhStArSpsKZGg1guJsg8xI7qTJfs2huxLQqc+5ZbZTjseCtEu41SVseQsHxoMI0NsL0eiWmVZ9xeN4HXcM/jig9g3rTEuargrRT4vYl9ZsSWSritnGhOBNzTylPxZxf6nHj5iqLr0Dz6ggsgfYctBORhwIszeE84uC4hrXtY89M0mdaExSBoKyUuEFO6tmAxJ1q/IGmej/Gvr1PcXaFO98Xcvpdh0wyl8EXl1j5XIA7ihidDxmdl8jU5HyHd4Y4qzWm6x6TbpVPxxf5L4XmH619ZfOwN6xRv6NoPnuAigLiVoN8oWCpPWYpnNJ0Zl+5tgjwnYLJSo6sFNRrJr+nHLuE92wqexpZaiYbgul3Tvj+y8/yVxvPsWIFfCoO+Vsv/wD5n9Tx+/DinQ0muU93UmVyWDWrQalRy5r9b60bynoA9swUHqud8lhrh5uTDuGexO8nHD7u03z4iMncR3Ujovslh1sRz9kbuPc8lp6dkLY8Pr9+Di7DVrfNwquaxutTJqdDysAikQHhts3ZzyW4OwPi820OH3fQthmM+T3BVrfNLHcp90OCfkkReQwueqRNQ7Oq7uZUtzNEWlLWfKanQkZnDC3enhvk4mzNJBtUdzXhUYGyhVGGOJKkJUlakCxYhF2JLDTeUFD4UPiS5PQCkw0HFRWkuc1oFpDOHXQpUZ4mq2moG4KUqBQUucUoC1GJjTN+q3XNn+/45srz6zhOJuc/B3xQaz1/05c+BnxUCPE/YQZGF4AvYlakF4QQZ4BdzFDpx/5176MFZAuK9eUB69UhO9MGuzQoSw//UFA9KIkzSfqQ5oPrt/isdZZ4p83CtYxoRzK46BAvKaanFHloUXgBQa8wzoyx5GAYUaskBFHC/Jzpjfq9CJlhxNj3fOODB46iCipUCG1WOWlLEHQFtW3jgJqtSYhy1Ngjr8DoguSJD7/GU/V7/PIr34r9agXd97iRL9G4arPwfA+KkqP3LxIvCoITVqZ96LAnm4hjh6BrYo45afAr16yoK0FK6nvk1RNpDSCUT4UVjp6o8P5ve4VfPfXHPJ9m/MeTn2TQj/CGDmlDYCWGVOXMCpDSeKNHwF0HoR0+3n2MH3qqwn+68gfczTrkuUVWE+QrDYqKTVYzaZXdgwZH4zYvW6f51ZX3stEcEhcOllR86NHXeLq+xaCo8PuHl7i5ExF2Na2rY5Rn038o5Bce+03+o+oYMCL9DXvIQ0v7PLscUbkv8bZ8bg/XsGeC6rFxcs02C/zLQ6wHFeNJiD708HoSUUAxdvm9nYsc7zTYvJqbbfMjyyxWprTDGbcXqtS2IdwXzESDhdsacf0uYWcB53CFnfUGRWIbxufhEK/pYU8trNhm6Ysp1h+8QAk4izWUY0DC3khTOSjRMuSoEVDfNTbh0VmPwSMKajnllo8/sAjuJ4jRFNVpkNYF6YJJhnWmgjxSyLU5SeKgXI+86rzRm/yyiy1tKjINpSvN8EgZaVUWCabrLnkkcI5skt0Wfg88CXFHUwbGGaXqBZ3lEa5V0htXSPsB9sTCSt4mGPI3e55ffQghfg2DtG8LIXYwkZ7/FeABnxRCAHxBa/3XtdbXhBC/gRkEFcDPaK3Lk9f5GxjCswV8RGt97V/33tqGlXNHfP/aS8yVy/68hlYCFSryyPiXw6OS4YHH8dmQipsRA8G1PYrdPaqXzrP/zCKjpxMWrxxz8GhE757R7qE16XHA0diDXCJys3VMWuDMjOQm6IE9VybjyBdkdZukrclaJWUV7LmNKDR2ofEGFkJ5VHYAAWvv2+WjZz4NQPmw4Fevfhf11yVIj/ZLMRwNmL/rNP0PZDQXJsw/32bhWkFx32ZYs9ChSTx0ZlDpGmLPdMNjetYi8jKy5px5x8bKBMrWFL5FWg+ZrWpsoXg+zfhCfA4pNUlbY8cYTWkvRktBEblMz9fJK2b44g01WgqUJXntaIlPVB7GQtGIYgbnKmgRYGWGryrn5kNXvQfhkQYqHNcjZmsC58kBP9b5PB8OSv6faY1/qR5ElML025o+eWRTrqQ85u0BVX569z387vOP4B6Z3ltlKKgcKKx7JuLETkrsWUlWtykDm2LRYqk5xbVLjjSk2sMdSsJ7NvO9NtEMSrckOdOi9KE7jaj5CXlNkUYS71iDEshCUT50luHpAHF2xrcv3+AL9hl2rpxC2askjROI9KHGvz+iBGQUMTgbkLaNz3+6dqLwiMFOBFaimWzYjM8AtRydS0pXMz5lAU0qdw38o3QERc30fEVpUYaK1aZx+twvFygDh6JRYFVz1MDDHkuEBuUr8rqxHn+ZlFT6EAemdeGOBdG2Irobk7Y8Ss8mtU9cdpamFcypuQlpYZMO/BMIydtV8b7pbf+qQ2v9o29x+p98jet/Hvj5tzj/O5ic5H+jo+4ltO0xL81OsduvI45ddFgSrxbMjywatzJqNy0+u3QOP8gMbs41A5Py9VssRT7DKyF/efVlVjcHfHTpaV65dgprLo0wrZB4RxZ+7yQG1jdFW7+pj27lGjvVCC1J2mA3Mhq1OT3dwJ47yMyI8r2BIDwqiduSD3RuvfH876le5VfC78S/o/GGJe5WFzWZUIQSr5KglMTvaarXjxGqxfiCxFmdkXguovSo3ymxn3+d1v020/V15qccmmHMNKjiH9lGNnVQ4vcznLnHp72H+fyZ07h2gRCadD3HO3YJbxxRbN3FajZJ3n+B+aKFzKCyn+OMc9K2x/icTeDmDPOAflphNDWgEKGMVx8kypPkVVPcg2NB9e6M6FZBeBixV23wS60P8VE35vdffoDGSw7LhyVCa4qK6d1pJfj10ZO8MNrg3kcucPFXjW/eai9QXFhHFgo5moNSiFJBUeJXA6y0yXBU414noqgqdKAgVOiJJNwxw7nZqmDvWwVWZswN4xcXGPgafyDxRyXBfkLWchlv2Ay/q0J2Lub7z1/lyfAOsq35tceaHCxUkDm4AxPYJ/IC+egDHD/a4Ohdisq6scxm6zaD2EX1XYIDi7xi2jRlK8c6dAn3DQN29vSc+D0acatGtA3JIti1jCK1kLmNPbEYxT71IEHYpnEoMkkZ22aYNBFYqcl2lzlGYnZiWy19SBc0xUKONbDxewLlWSjXXOv3BFYM2cDj9XwVr56QZzaikG9/1vo3t+3vnEMU8PruEr/tPMrNfgdxs0J0JJicBrmcMD0VEPRsgr5idtdnvmJhR5rJo0tUDnuo2QyrN8Y7qtHLq5z3DrBFicglohDIsMByStSggjsyOddxRxI3NGkDrIbAmQq8YzOEsVINQhCGKZv1Y7LCYqxqAGivxN13qOwLZAYf236Iv9cxSqzfmT5EEWoDthgrdJIYzWo3o7xVZWLD6mGJyHJEoQ1erZQ0F6YMpWbY81h6waO4u03j5go7l+uE9Ri3b9F5Kady7YByrwtSUH/oPGmtxpiIeCnl1NIxdmPM1nCNbLWBvCMQtSqla1Yv3kThH8yQwynabiNTm/HM52W5ytEgQmwHhIfCaDsPU6zMYbZqyD2zUAI2dhwQ3p/iH8a0rlW5lp3HmQkufWqCftYw9axOh/LcCloGBFseH3HfBwceF7/QeyO4ruz1sRs1dDUAIcB1UK5tiug8pXLzGL8XkrR9ZssWs1XLgGByE7WrhSDpKBYfOOKwV6P2hz7NmwlZzaEIINyZI1+7S7jcYXR6meRURqsx44XjDa4OV5nlLloLyqhEHBvYSWVrCHnB+GKN/sMmBsaWCtcueaizT2DlfMY/Sz6vgQLVyRBCU9mRNG/kHD3q8N0XXuMHWs/yK5sf4LMvGtmzIzRiYhMcGfTiuBYxq3mIgYvXF+iBhXIts6qdmZaNzE5gIDMzTNISykBQ1Eoa7SkjOyTu+3hjF2Uba6c/UPhHKWnbxUodsobNCY/EwHPmvD3H212I/y043tHFU+bgXwt4bnge/8Bi9bkcf2+CfF+T0aJAbSYMxwGVfRM/oFwH5Wh6D9sk9UeobadkrokX/szhObbmbb50+xTN14y4+rjuUF+bM2j6ZHXbgD86mnwjxfYKsswmG7hYqcS9UxAcliQLIcOVCvt+SlFKRD2jUk2o+Sm7aoH8jk39Tkr2Txpc+dxPkyyqNzQIk7OK0rPxBqdwtlzUKKZ11QTPpZFF9i0rxG0DdcynLotLPX707HP8zupDdPVllj++Q3CQUL1eIa+4dF4u8T/5EsUJrMO6conDJ2qML2j0YkpYSYnclI43pX8+ZOfDCzTXnsadlshCExyXiAKydojj2ohSUdnTDKMqR14FZ2T81aUP402LPAzQ0mgrnUpO6UvSlsX4lE1eqWEnhjYUdiXOVGPtHL0BWCmPjrBadQIhWBnbxDc8s80rv/KJs1eWiU+3yCPb2AxbkrRhVlDRjqKym4DS2HFJpQtWanSuWnIyXDGv0x9VcG8GLH18m+L+DtW1VWaPrVFWHCzbNivJQiPHNvPtNvZtTZoZJYHdAFsbmHHzRgyHfXSrwXzJomzkJIlD3I0AyM5ZPNjuYluKxDPFzA0z0olH0FMEu1Oc802kUKzaE85Vjvhc9SwMXMr9gOqupLpbUnqCIrSNK21obtbKMeFsVmpuDoUW2IqT6BHzp3IgrwpELhhPAsTAxU7M/wWAP1BEN4aQZqQLHYQ2uyOZnqQYVMwC5W07vrnyfOcc2li8cYaS4FC/se1cqD/O8CGXxqkhww0XK7WwYk1wIE44hzA9JZgv+8jcWOt2Dxvs9+t4913qd3KcaUHhhwysGkjNfFWbEK5ORlBNKU4AyWVYUvoSZ5Iht7s0qqdI6y57SRuZGrDttJDkFRuRmcfuwQTr0zdZ/+eAtMg/9BgH7/WINzMmdUjaAUH3LP7A6PdECaPzgmwzww0z8qmZ8Le8Of9F8zp/u3Wb77G/h53gNLXtkup9hZ1oai8emMIpLfJnHufOhxzWntzjg6373I+bvHq4zCtba9heSVSNcR4fsL8c0bjm0HrN0IWOL3tMzkjsuUttC5yZonbHBMcJdSLLeSBmcWHMYb8GRx7a1eipiz2wcYfGkz89JdDSoPiKRoEICsZnzrL07CkqN/pkq3VG6y5+v6TypW2cwRB5eoP4TJPioacpXUEemMn5l+HX8emMzsqIvLDYv1/H74YoR6NsCA4F0U6JnRoQdtwRyAKq9wTu1QrtF4YU901Wkuo06D/gUFQdos3LWJlJlazeE6z80Qj9vGm/V9/3KJPTAVaqCXoZMi0oLq4zWw9IWmYrzTCgdtcUtXHa4vlzLo5TYK/O8b2cVmXOdtYirzjkrQA71vzWy4/y+42LzLoVoxKZGq5nMDA3sbhtfm+CrsAdmaKYtIWxhE5M/13ZvDE4tBPz889DiZWCf2ghdwKquwpnZtpGcUcQHEmCw4CiEnH0uE16JkEeuQRdYxZJ2yVF5e2btn9zYPQOOpQD82WFahRMcZhf7BAMRuSeEW17ToG2zZ3ZnWrsr9inyauCLDLbHWci0Pd9E5zlwnzJIUoV1b2SvOaQtBV5o8SKcnwvJ556yEMPpIZ6QdzRTE6H1NIW2hZYGdhjCzs+wZ5lLpnn4MwFWU0weaBFLdmkuHMPVIm/PaTe6aAcB31pxuMPbAHw7J1N/GsB7sQE0DUXJmzURuxVakzmPv2kwm/PFnjY2+ddrXu8/tQSeTWguqsJjnK0JbHOn2F2uUPvYZtyPaYTmG3lwaxGfDeifdWszAYP+ixc6qOXp+T3GgilySs2wysFP/CeZ9mNG3yxconGq2aA5I7NlD+rCfwgY7M2YJ66zLoebtfCHVnU7pfITNO/YmOdmeK5BeODCFEIwigleveI3fM11KCNDkuEzKk97xE+W6BTU7z7V1ymm0bF4B4L3DEgzA3PCgtawRxbKqRUqA3JuZZBAL3w8jmqewJnWqJWJMmSwutJ2q/khK/sUpxQsaTvM75YY7ZZ0tgcMnrAI5u4yIlN6xWBuH7XCJErFQZnA+aLRtamhWB8vsrwnCSvm2GI2zeC9i8XCa8nmEUh0eljPrC2xWbQ4yCtcziuMl8JUJZvwv+uu9hTl6WRwk5KrEzjjnNQMLzgM7xkRtXNVwWVbsF0xSZZLJELGfmxi9ezzHsKYwl15gIrNymaygIrhuqeGRRlTZfhJcHqwwfsdJsoO0AWkKzlbK4cc69sU0xcSl8jW9nbWu+E+ndr3/6OLp5gJoztxTFZy2LHbtBYvcxsTdDe6GEJjb9v07qeIkqT510EBn5sz8302Eo14aFCOYLjB2yS9Zyjd0nijo8Vn0wiPYVVy6hVDSM0HgS4Q4HQgnlFojoZvUdd5ostshokSwrlKZBf4YZaqUDbMDmjGF+E7lOrVLdXqW0XBHszms8dEnabbLsV2mdnvL92A6UFz/UvIAuJOxCMri9w3KzhVEyuzI17y/ztaz+KKATa1mhXkyyXCGWBdsnqiyQNSbpgvM31z/i89vIlntsoQUJlT9K4GWNNM6DGUdRABgUBUIQWaUNi1VNO+6YgldWSMnBw5hp3XOJMC6zUZUCdl4I6lfuajZ0cmWuzEr+1A5Ykbl9kqARx4tB6wWLxcwOKhYDuk3XUmZLm6QFPLO6yH9e4fecMdFpYWjN8vM3kUo7XTMgOQpwp2LEhX1mxQN0PeH28hggLHK+gGc1RWtCdR7g9i7AbIwqNLJw3Avn8nQll9xB7c4NsY4Gs6pCHAmsmsKTmgeUu3VqVg3sLaGEhOwsIxyZ59wWOHxIUlRIrM4Si6aokPpOBFlRvOoQHmjw08dQogTcwSMAjr45cUrSsGdfzFeKJj+1qZhtmxejMjEQsi4xF0htpvJ5p5yQtAasx5cglOIbw2j72rMP4vI9cKcgXNKnwQIG2NXkk0UKiD81NUbnGhJGHgrRlQNzLD3X5ny/+Or+x+G7++f33UrsFwT2H7XiJoGsR9DRpQzBr2WC9jfbMb0DtFEK0MI7G05iI4B/SWg/e4rofB/7rk4f/ndb6n56c/3lMXntTa1190/Ueht/xJNAHflhrffdrfS/v6OIpMwj2bAaNkNWFEfHpGf1qgNOJeaS9xyv9FaK7GuczV5GNOmL9LHFHGj+TAu0YF0l1a4zsHqPlGQ4WJeHalIlTwRla5I0St5ngugWW1AROTt6eMZ/U8I8k/r5NHpltznRDU1YUOihBCcpAGUAvppmvJah6QViPYQUGCyFZw2EpCbBffh371h1WonfxL+qP8kcrZ4nnHtpTzE5p3GOL1jWwE5vxaZd4WeGNBct/UlC5ekDZrtF9us7knCJtK5QrEeWXByaahauaxnNddOhx8IEWo0sl6YJmvuwS3cmpdEviLYesbmOlkIcSLQRix+eXvA+SzF2CHQd7bqhFBrih8Y9SlsYWbneGuva6+bdeuUQZeUhLoucx7kRRpDbSUVQOS9TV60hg9bM2wx95isGiT8udcZRU0ZZmfrpBcaXF4ZMCv5WQHPs0bliEh4p5xyQCyFJQ2RGIbdsQjhZLDg8DRkeL1LcUZ14ZIO7swnKHoOdTVCSVfYVIUuT6KoP3rDI6a3q23kATdgW9Zp1522E+DPAOTZTx5NFlnEmHpGkm28o2vVNlm4JnHztYsaB5oyDcjZmcqTBfBZkKGrczgu0RweECv2U9wstra+wd13Duu7gTQdrUlFFJGRm8oihBFIK8J7FTH1GaLXo5t3H7FuHulOL+Dk4cEz5yiclpm6gaMxMapSSWXaIakrntI3OJP9A4U7NIKAJB0jIT/6y0uJ13mBTml9MbK7wx6BuC4DDBnmZMNyto6bzRJ/6LHgL9jRLJ/x3gU1rrXxBC/J2Txz/3r3wvpsD+PeApTFl//gRENAB+CwM6uvmnXvcngYHW+rwQ4keAXwR++Gt9I+/o4imUYVIW2wH3YxsyiT2TZJ7H1mSBaexRKzU6TSm7h/jHm8QdSRZBUdcUtRK0jbYlxUGXaGuR4fmImR9gTSxkarZgqpRM+yHTUhC252y2Btw9JaFXY+HqSV9qwSLuCIrUwkhVzdayiEyErcwMaKQsHOK5hZYnURuLiuMHPJYGl5Hb+1TuTlj/RA3l1PEqguNHNQ88do+9cY3ioMXCi2OsNKJ0LcrA9LX0bI6czog2KsxOWeSLOWVVYI1t00KYGcCDalTIGh7xoibaGFOUkuO0DqJqtp0TDBDlRObiThWN65Jsv4ZXGCKSnZreb9y2mC3bKAezje8JhOsiLpxh57tbzFcVtSK7o7EAACAASURBVFuXaGzlxAuSRnPGv795lY/+0LtYLd5N8MmXsFaWKHxhbkwoktKm9GB43mG+orFOzcgSm/CuQ+NmhnIlSUeSb6aInkv1nrErFoEEJQgOJBufMD1KhdFd6sjHnZZE98CdluTLdeIlj/4VQbaSYR87aOuE1zm3yG/WWLgF7kQzW5V0n7IIDm2qeyUL10pmixZCGydUdb/ESk3v1x0WiKw4WXUbZmzw3BZl/5iFNGe2tsq9dNFAYUpDLrJi0wc2XABjwzQZS9B/0MQpK1fj77hU72lEmiMXWqjTK2R1qEVz1usj9q0ao6mPlBrXzZjWLZTn4Q9KqjulgWdrcGYFQc+iLzr83P4PghYEsSBum6GpP1C43Qn0hlRZIq1HZPW3SSQP36iB0fdhdOcA/xT4A/5U8QS+C/ik1voYQAjxSeC7gV/TWn/h5Nxbve7fP/n7/w38r0II8Sb35Fcd7+jiqVxIF8xE0D5ycCaCsKspPYd78TKynTK4JAifeRL/7jHB3gxn7FKGNuNNh8GDkjxSzDar1PqnmDc9s8U+dqhum+3TbG6TRxb1Q4E900xP1ek+kVMLE8ayRnV7jnUwwD23CNpD2ydbS08w3YSipSEWeAMDYCgCQelbFKEmXSpoXTwmOWOztVancaOGOzVsUe9uH+3YzFeWOB8d8aH26/wvjzxD0ItM6J2ryZczDp9yKYKLhIcF845FsZzx3gtbdOOI+8+usfCyxk5Lsork+EpEXhGUriaOXYTUlJFiumZWPVnNFHwQpInEm2jcqcJOzYddFqaHZraAwnAu6yX21KLwG0RLDzO44OJ+sMcPb77Mb158hL2XFhCF4KFmn3/QucY/+LZr/PJja/ziZ7+H8I5DHmmswuL541NsHzdNpHEL8maJC6ipg5VCVjMs1GSxwPNzitLDykzfNa9p7MWYLAnRjrlxWRfO0n/PElkkcCcad2aoQvEV4ypT7RTLURRaMIkEIijRhaB222XxDw9ASoYXFmk+eUS3W8fKXKLtAlmaYQtaUrtfUD1QJtqjYZNHEVlk6F3VnYyyfwxg3FcB4JX41QyxqIljB448gkOJNwD/WBH0DKP06FGP7D0TNhcG3Li7TPNZh+h+RrIaMX2qyeBBTedKlyfbOxxnIZO5R9EPyIUGz9CerBi8fopzp4tOUnSaouZzbMdl4+5pJrebzBYlWR3GZ6GISrwjG6GbVAGRl8gcsuht/MB+/cWzLYR47k2P//EJ0+LrOZa01vvm7fS+EGLxLa5Z46tBRGtvcd1bPucEtTkCFvganP13dPHUniI5n6AzC3KBLEz6ZHhUoC2bUdXGe3DMvSii+coyC69Mca7eQQ5HdB59gLTeJF5RjM5Y5OEqk42THpYSgIM7MaLvsg/RjnHfuNMqB+0mwfKUoqKJlwNc32Z82mO+bAYa/rE6sUsK3FpKVvrYcwj66o0MndIVWNWCb1nZomnP+W3nIXrVJvZUEhz6tNwOwd0h9duKj119hMfO3CdambD//rrJWYpKHL9AbZT0HJ/wwCFtar798uv88sYf8keJy3/23E/R/JM99HTG/OmzzBZtKt2SaFczvRuStAXyhCJVupAuloh6Rl5K5ivmZuRMpQFsxPpNTipTsIpIgacoc0kRSpRtbhCH+3VebKwjhKb0Ne6x4Or+Ci9vJDzi+vyV2m3+v7P73D3cIOgKVD9ix42wcwimZlqOtsniEClNxHPSMWg/JGTdkLAnkIW5GRUBdBpTxm7B/Wfq+I+/l/FZ8M6OmfdDaq85yFIwWxUkV2Ia9RnjSUgxdg1qb2XCen3E/WEDmTvovS4iDFHOIt+ytEW3UeOz8UWSlsP8TM7S+oDuThNZ2ET3c+xYk9UkeSjII4EoQDkS68JZik7EwdMhyWqOV8k41+nxofbrJMrhf7/+bqz7EdXdkqAbY/XG6NCHxzweW9vlO1qv8j8efwfe2MZKSnqPekzeF/MjV57jor/PS7NTvLi/hr5Zpdo37YTSM73d8Egh4wJdlJSjMZykm+o8M4Fv/Qy0+4axw2vH6AVB16qQVRfwByVFCFnzbWpU/pv1PHta66f+rC8KIX4PWH6LL/3dr/P1/yxA0dv6nHd08ZRS44U5ua3RGjJbM5s7WJnEG2rsnoNoxDirM8ZxFX8YUjtuIbPcrFCkocjMVyCPJMlyQXNxQlbYzFdqJ1uyE1Asxidupwq3bzH3AyxXMzxnAzbT0wrdTMn3PBPdmpvMbM8tyFwDYDYCZoWVCuyZYOz6fCq8SD1I6B3WsGNJUVVMalAELh27SXUnYfl3fa5fuEC8kROuTxAC4plLPnVNQ99X5BVJGWguV/dxhMWHg5LS1ejRhHI0RqYKf6SIrvWhP8B55DQ9zyNr8saqEqBWi9lsDLBlST+pcG9/Ae+2j71nhhvpAiSLJdo5yTM/dvAGguBIEd4ZUrmW4A9XePXeRcpAU+kJvIFmpiJ+UP8UD6/usTVYYP6lBRZfLAn3Y2RSoG2J8myKwCKPbLyRJGlK4hVN3s4RYWEcNSfv58y+ot10poLuUZ2gkpJcSIjPSlqdMY0gYasfIjOwE42VgkoshlQQ+z7hwPQdrSVNw40Z+AGThoAzG2jLfFZ2kwYVKyNanZB3bH7o/Cv8pdrL/ErjAzy3/yCVA4k9N1rMtG5uLACT1KYIO2a13NGIQpIOfYa1gHW3T0WmuO4TWLHGyhRZ3YVmh7xqkdU109zjerxCMnVNWmfdYb6s2Vzqc9Hfp1vU+YO985TXI6K7RteZV0BbBl/njkq0Z6HWF7E6TUSSoT2HvF1luOyiHIGdaIKeovQsRtWA2sqE9OKUw6hCcGD6nSp8+4Seb9e0XWv9zJ/5HkJ0hRArJ6vOFeDwLS7b4StbezAgoj/417ztl6FGO0IIG6gDx1/rCe/o4qm1IOkHOEPLeHCjknilxI4tqruK5quCybRO3lJICePTFnm4jJ0sMl21mJ4tqCzOmE89MttFlILxJMRxC/JOwQQbbyhwJpp5xyZpWqZHNxKI0j2R6kAeaeyVOUuNCTu6RXLsUd01wvzpUQWE2YpOc4uwp6jej3HudOlUAqYPdZh36iwmBhoxXbOYryuSJcXgosPiCwWNT92m+Xmf3gfWOfyWCl4rRs0c7KFlBlSWkWP5Xcn/de8J/sPoJe4WdRCgTq8i1TJxxzEW0rxAtxr0H/KYPJ5iuSXibkBwJPB6FuNGQNju8uHWa5RIfo130b25RtBTZFVJ2lI0NofkpcX0oIo7MsXRmStEklHu7lPNcqx4jfmSg1CmT2rdE6SDCneLC9T2Cxb3RsisQFsCkRbINENUQ7J6RFaVaAnOXJNPBHn9RGtYGPjzl7eTWWRW+rU7GnXfY77kIxcUyoHRoMU0FtS7gmjXDHO8gUN46FK6J7sKIRiek0xnPt1KRFFazFcVe8+0kDloqfmTV88hHAVSc27tiL9cf4Fv8SUHCy/x2Y3zzLYdKl0DEy59QVZXqEpJVrOYj6w38uHdbdML3xULfKr1IJ4smG7XOHW/wJoXDC4HTDdMkqryS169t8K1fA1vzyFpCaZrkqxTMMtcfuPgXdwbNIlv16gcGQ5DXoHSN0AQkworyGsuRShJGsYskDZMW0Yo8I8E0Y7CHRVU96AIbaaRz5WNffzVPbbHTQaTEO9ty87Q36ie58eAHwd+4eTP33yLaz4O/EMhRPPk8XdieBxfz+t+HgN3//2v1e+Ed3jxBAjv2XReztFCMDznMFvX5FUzCa7fSgj6LuNTNmnrpNBVDcYrb5opuiUV0jIrV+dYokc+aaTAV5ShhmPTM9PC0OcBwq7Cug9ZVZC0zOonG/gcCo2wFHlkVp3RPYXMzYohXSpINxTTQ4e2FdB4YYjaPyC8e5/KlQuUoYsoFWHXZdx3ma0JZquaAztgpVjDev46C5+30dYys9WIijJbtGJBIdwSmdu0rhdMB22e6f5N3EqGMxGMHohQlqAIwT7U5CsNjh8MKL99yI+deYXtuMkfJxcRpWMm6F2PL5Rn2Fup0/Bi7h+2qB+aqXrh+2hXE7g5ydRBJkaELZQJaFOPLcNjy6R14/xR9smKVhgmgJVBtF3i783BlvQfbjFbPbGBHmtKTzA5p7DWZ5SFBfsezkTgHlvkhYeQkEfKgJpDs4qRdyxa1zP8W4fkqy2Gl0KUDdW9AmdSkEc22jI9W+/6Ht5rGt2qU9QD4mUzbS5Si93jOnlmQz1n/u7SQIC6PtFrJjsqbQhu0+FjrScoeZF+WaXZnjC83CJesk9kQRpRCCgEqlqShAY6HBwJvL42YOm+zae3LpDPXBZekQT3RmjHovRD0uWcaGnKdBzg3vXwj8zv1nRTU3QypKPo7jY5mrbNcEnDfPWEqqVA5BqhTOsgj2zCQ4UsNGlTMHks4cL6IaPU5+h6G3dkbtZJyyavmiGh2Pe5HzV4YmmHZ1ZfZ5iH7MwbXzV2/nMdmm9U8fwF4DeEED8JbAM/CCCEeAr461rrv6a1PhZC/LfAsyfP+W/eNDz6HzBEt/AEdPQrWuu/j+F1/B8n6RfHGPLb1zze0cVTCDMhrry4i+of404eYK8SUPpmCh2cbL2UC0VFv5HNAmBNJeW8wgxAmNgNbWM8uIVAKyMvCrua+o0Zec1lfNpsoSr7Oc4oZXyuymzNPM87tCimFVStJFtQzNYsom1FdVehhWS6XPDhy69TeTTl4+ceIK8+TueLQ0ShSDohpW/hDTK87WPafR+hGhydzalcGXJrvc3q8qNUt6bUb8UEPZe8KhmdlTjVDNspEaVP5e6E6o0Cf7jAZMOldGG6JrBnEO0VVG+OUIGhxCexyyd2LzOe+ThBTv0Jk/LYu9MietFn9MVV+gFUMwj6JXndIWlJRK7Y22rjd21qfbBnGis3+LTpisV0U6M3YqTQFH0feyopfY1uZujYRuY23iggiyz6D0P9cg/fKej269hOwX9w/io/0fos3bLKf3/3e7j10jpeXwKSbLGARkGZyZO+NGQNSdKy8TwXbRmdZOmDPzS++uE5h3hRExxGdAIba5yRrIbM2zZ5JCiqhqKUzV10YmFFOY9u7BA5KX9YXEBu+SdyH8j2PP5f+zFeWl6j7c9YrE7RFwVJ5pDOXOx9l8brxhY6XRfMTxUoXwGWoR5J02LQr1aJDjT12yeyBlvi9xX+vsPUD9DFV+jxSUdQtHMq9eQNB1JwqMmrgummwtqY47oF036INXBQfoloZsRTB+t5i9bVmNINmDwO52o9rh6vEO5JWq/NKEKb0SMeSVvjDaDxOqRHLX7/TI21Mz0eaHZZDUdv3wf2G6Dz1Fr3gQ+/xfnngL/2pscfAT7yFtf9LPCzb3E+4aQQf73HO7p4am2GBboSwNgI0oy84yRSIHKYrlpMzpSIVoaa2UaClAnsucDvmeFOEQgmm4J0OUf4JUJqRGno2uFhjn3/CDY6IFxjCS0UlMY2l12OkVaJvl3B60vmFUV9fYRaE3SX69RuGR+3PHIZnfP5/oXneeLhu/yjyrexdapDbctIguTJkAHLgvLElmkrHm3vcs+PuSHXqa3VCY4U3qjEThRCSZSSFIVGOJB2Qux5YW4ApWknZLYm3JN4vQy6PeRSm7CrcD4V4I48Wrbg4P2an3j093hXcIefET+Geq5D+/NHZju4GDFf8Ti+5BAva6NpfMWiftc4gNKGbXq5kwI7tUmbFvHIRWUS/8hM8ZWjUUogUtOL9ncnOBUX72JEmjuca/apOhmOVbLmDVAIEm1+njI3WVNWLsgbEu2DmNvYE0lRUWSdgqMn/n/23ixGtiw7z/v23mc+J+bIyMjpznON3VU9cmgObdEmaYqmZEH2gyDBgGDYhg0DfLUNP/hJgAwTAizYFi3LNkzZJkQ0yRbnbjaH6qG6a75157w5T5EZ44k48/bDziqyqR7IdkEoQLWeCpl5b0XGjb3O2mut//st4v4yaQusj43o16c83unBxCLcGHGzfcajky473Toq9Uk7FZyvuclUGOSgmyPCilq0YNUf46ucWn3B9IrD9DJUXolMJWrb5368yvzCgKa3IHAzikqSlAJvIOj9yQl6c4fwR59lt2ZT+sa+2o41sjBDLn9QEW7PQAjS1QgqbXyvFjanqUfardAKs5lhA6UgPg0In1q0HpR4g4y0bVN6FrOWg90qEZY2ibqRc3v9kFHiM3nYxz4a04hTzu60eG1pjZOzOkv7FfbOKWx0KF3XqLVSQfNxiny3YrblcXrQ5/cutWkvTT6w8/oRDPlDFLow0Njhy0sER02mGw55qM8HM8YwTVTGH8eySipbUTZKZJRRaEFaBbQeFtijFC0isrZE1ox6p4oV9kRgz0zDvKidW8cKyAMLuSgoAljujLFlxf5miDOGJDESwb+1/A2+tnGVf9H+GP59F28g+MabVzlZRNxoHNMLZxwttWFTUduMkdOEquaRrjdIW5ap8gYOv3v3DroSYGvGtwoWS4raUwsnNpr3cqEg0Cz6FQc/7CJKFy1MwiqjCtnKmEY2ogyIVq+TRWZhurGZE765j/YchjdWyLXFTbvi40u7fKXfQ/sO8vAUy7MpL3okPbMX6+9a1HYz7LOExXrIdEMhC6g/1fiHKctTC/2awJ6mVLYkXrUBiT5zqW9VtL96SPloE4Dl5sscuA1ev6XwvJyiUPzj4x/hH+U/TjmxcQaK6EjgDs+v6Lkia/hYcyM5nK9KrOsx4VrG+JKP52f81IV7XPIG/K51hyfDNtfaA67XTgB454pNVkqUU8KuT7RrZJWlr6CR0qzPCZ2M/UWDYRqQF4rOjVM+2dtmlPu88vVbtO4a+e5JMyKvJIdbHdwjCz83e7DkBVWSYE8yrNhYcfiDimg3oQgt8kjhnRlqfLoaMV03bYH6oynBPCOt19GWRGUm2QgtzCZJZhb6hTa9Q/9ggT1zsOYuo2clbmcBQUbgZUR2Sl4qBnUo2xFyPKf2FI4aS+a6X2h0LaD0LGT5ZwKOPLJQaYXKNM1HFfm+Tbza/QAP7EfJ80MTohDkyxmD5x2iXZfKNkoGa2G8XNyjGXWrRh445LUIS5hJ8fO39vhc+yH/a/RpZtttuk+HNJ/YJF2PJPUQhSAcCsKDCpmV6HpEVrcoHVPRybxCnc2o7YTsP+2CXdHcM4OJIrS4d7LMVqvLJe+U5y/v8qZYw95xCbcsDo/X2Or00UGJM1CEBwXi7hOqLIOP3WZ8yWGxbPqF4a7Ef80xg6R1SXyxpAw0lW2S+HuLEp6Xoy6m1G6mFJXkaLuNv2fBSKL6OXcu7HB82Vh3FLlCzy2K0CaPNt4H1P7TJ5/i3f4Ku/Mm8ZWcgx9pUt+OsGeleRiNBaBQiak258t1xteguLqgTBRpw6G+JantpNh3dylPTrBvXyde6WAtjG9T41uHlPuHCNdFNhswSmnds5gsItKaqcz8AdR2CtzTjLxhE/csSlfgjSqczYK0bszjSvucDOTkXG0NOPEijiY1/uXTOyxiB2vbw54I3lhp8M7KCroS6LFjWjKlTe2poPFkTuVIZuse8cxhJDSnRcTTuIc1tqgsTe/ZGbfDff7fvY+z8Tsl7he/Qef6FR4s9zhZsYgeWTQ2S+JlxbwvOPrJPo1LbbLzityZCLzTHGswQ1s1JhdsJhs+QvvGstgxwxtnFhir4shg4MKDCmdSUXoWeBWymTERHmnbwju1aDzJCZ6OaQmYXXS4ceeEjhuzPWtxf9BjkdpkzYrjl2vUdgPsWFPblKY/H0J8pUnSMpP9YilnGikWPYXQCpkLom1N635CeGTz4IM4rPrbCVn/JsSHOnkioN8fcWzXKQY+9kwbTx/bmKv5noV7PKe3KJFpgag0o5sRb/VW+bml1/nsylN+/1KHxpM6pWv0yio10/Rot8I7NdPgsuEjtMY71Vhz8A5m6N0D6s2QpFWjsiyaDzO8vRnWImI8qfPLb/wUabtCLSV0OjOGdoV4GOAfgTNSZHWFMwZ7moNSqP4yk/XgfVqOSgTuSBMe5YhSk9Ud0plEzQXO1NDrSx+soMB3cupewnMtA7v4wnEDZ2yhEjhb8gnWMm42jxkvPKZndZyRJA9h8IKRG8pMk7zS5Q+8DulqTrQUM/uMw+yiR7hj4Y40/rHGmgtKH87uSNLlglp/yko45ywOmNoVyapNvOKzkq1iAXkvIm1IVKqJtmL0aEL18m2OXg4oAgiONOFRwcpXUwrfIm2a6bR3nGINpuSNDtPLxgo63DM95EpB0jHkea0gyWyKSmLLkvgkoPG2zeW3Epy37qOznPyl6wyei0jb4KTniDXTQmV03ScPzO9knVqoPRtvYjiXdmzaMtvtDv84/hHs326w9EUDZS4fPiHY7zNbEnCOu5uvaPT1mLO5Q+G5hEcV/onpBctCo12LPLKYXgb3mSHt8/dtclhD5hYjyyYPoYg00Ra0vnEMJ6eU3i0mz8GF3hlx02G6cBlPPbK6y5JomCm/q1nxx9iiYu+sQfUkorI0upMzfFGR1y3C/Qpnoo1lSk0QS0XSFaibE37h8l1OsojXj9ZIEps0s5CpR/Mx79+8PpD4qPL88IRWsBTEHJ/WcUcad1yRthTZUsVsXeENQ/zDOfZght7coUoS2o8aLJae4f/sfpqOF5O1KiaXPPII4ksl1HLARe8Z/XZeNztxlSXwTzXuWY4Yz8BxKG1lICMLjUorhNa4+zOWNzM4G0GnxcHnlxn+kCEPpb6BJatUm4pkqFGLHNltk1zpMltTIAx6zI6NJn3RtchDY4tbWRV2LtBKkNQg6Zd06nOyQjGYhYwjnwv+GW6YUTou3qnG27f50+gqVS7x77tceDPHO4pJlnxG10wf0x0abbaoNCcvOBSNlBsrx0zaHnudFu62izcw73fa1ogLMRfbphd2OKqTTFzsIKd3dcRxu8ZJHLLEKnlkIbR54IisQF9cYffHAtZ+Ygffyrn76iXcsSR8e4AjJcWLfcMFDQNq2xaLjkW6mrO6fsZ+1AYckzx75uGhEsFi7DFru0R2agAdByXOG5uUQ8OCcJ8OCJdWqBx1DviFLID4QolsZSirJBu7OEcW/qHGmZrVKplrilhg7Tvoey79/+fe+1BmMLzLbnfKyQ3JYslGbsSstidszbr4g4r6/Sl5y2O+bJPVLdAhhS8pHbjSOuPZxj6viMtMszqyMO6qWdNYAPtnFeVDQ9aq3x1y+myXnaCJdU6R96KU+QXFoLSNnbZb8GiyxOG4Bu/WaD3WzPuSeEljNVLySBlrD9/sococrIWpel9c2eMXl77CF+NrvLJ5hfLU8BSypgHpyI94nj9wfKiTJ1JzOKsh9z3q2zkqLRlf8dFhSV6XFL5AWxLtWAjHgSShHI1Zej3hwbN9blw+pApLkq5N1oDWhSGXm2e8JjZID3xUpshDowgSFXinFSopQUnYWGFy1WfeN4AIlTmkbRuVVASPzow07/SMXjsk6UXMWy7+SCAqA2qw5ppwP0MNJpRLDU6fcZldNNi0+laBd7wga7lMLtrEa4KsU6KlplicK2W6Fb3Lp3SDmPv7yxQTh3fsPn4vpxEuOOtExvbjQFOMfJyppvlgjvraXXSe4QJrFzeYvrhiAMWPh6A19eYSR+sBcmnAT67cp+xLvrxynf3HS8i5RK8k3O6f4KmcB6dL5Fsh/liyuCC4cGHIem3ENy/cpPnYvBfWwljmDp9vsuhI5Etjfqb/Fk8WS7zlX6DwJdp10J7N5JJi8akZk4VN+XUHewYitkhyC+WV5JFRH1VBiTW28I4FaJujbo16JwGpKTxJcesCMl+jshWzjst8SZEsaSrLaMiLqKJ7+YwfX33ItPD43Ye3EIemPTAPxPs980qBfyKob5XvSy0BxEvPkN1e8HJvh0nrhFHmk5YWTw66dL5m0/nyFsX+AfaLd8iuO0wvSNyRGUB6A8Ebjze4F/UotkM6dwXuuCRpSlRm1En2tETYDjrP0E+2Wf2jGuO90FSNIaRLJaJWEN8qoRQIu+LJoz61BxZL7+Y4k5zS9YknNoWwqQ0FWmlmGxq9kcChS30T/GOYFS62EPzx+DrRnwaEByVnd2wWFzPOnrWxph+gAdxHHkYfoigEJ1stmtsC5yyhsg1sV04tggNBtLNAjRfk3QjxzGWsBzvoJGXesrGjBdfrJzyttxGljTeA4WmNdrDAckqyGshMknSEqXRKqJTEHdvYrkPl2xSu2cMTJaQNwWxdktUlzp1lOu+0cUYZsws+zgi8Y4mVnMODOxp7IqhvS3TgMbkaMX4x49LGCU8fL5NtSfxDjTtYULMEQlssUkUemQ9fXjM0HiUrholPMXGwzxQntPiD2CMde/jnMBA71nijcxVL08H51B3s+3uUJyeU+0dEUUBZc0EKKDXeaUGw4/BkucPt+iGfjh6T9ix+cxawOPVRUnM0q5EWiukgxJuZpKAmis1Jm8jJzHK+Iyl9mK0LimdiSj9Da4EUml969SfwHnn0H1f4g4J82dgbT57L+C+e+wo7SZtfP/wUS69pGg8l03kHZyYIDs3OYukp7LEgPKqQuWTUrfNmauPt2lhJyelzAeMbmsrXqFhSuhVWb4GSmvwwwJ5ITrZa/NrsebLYwd90jE11yyQmOZeEu0ZqqrLzq/ezt5DjGdOXVtn7UUkUjnn7bIW2N8dTOff2+kSv+iy9coaOY9StawyerzO8o7GWY+KhR7BtWiDW6w4qsWk+yvCenKAdG2+tYUzsHMm8ZzP/2y/hnxr7Z/ftHZY3A9ILbWbrDpNKsQhK+qtDWt6C7WGLYsul+bjAO5xThjaiBH9f4UzNwCruS5zrY17o7/PK/BremSbaL3n77Yv859bP8vWv3uTmb+5BkhL3r1A9l5JZ2ohBPpDQoD/qeX5bCCF+GePPfqy1fvYvfO8XgX8ALGmtB8KgSv4H4KeBOfB3tdbfOv/Z78jX+16hMvAOLbSAeCOk8EwvzBlJov0S62AIUlKE8hO0EgAAIABJREFUFmlD4davoLKK6YZiqTnjZnDIq7UN0jKivl1QBC6Psj5YGl3XVI4ga1ZUtQIyo98ufAlao85mRPs+QluozCh88kiQLRfoqxlbd2xIXGQKwYEZAGR1wex2xo1Lh+wMmwzyOmG3w/C24Jkre7zU2gZgZ7ZC0qoT7Zd4ZxnNhyXu2GG+JN9P1s7I5uR0GW2BPzW7nP6JhTWP6B2V2NOUrG6RtAwuT5SKrCHIIwvn+es0ti5hxSV5ZFHZAte3sGamv+qMNaOjkD/0r/Ew6rE1arEYBKhYoheK4YGHKA3/sgjMYrh3LBnkPQ4bJW4K03XFfAU2fmiHX7r6z/FExT84/jy/85UXufLrGerLfwoYGHH58ZskbUmtHfPZ4CEq0Pze7ZuMJi2sBYS7gtbDDG9rxOx2myIwtCiVmmu2e2ShTyL638wJnk6If6xD/cYZ/dqUhwc9yBSen1GWEqaCzlsaZ6YpHR87LrHiOYuey6BpCEd2LIj2S5xJSV4zqrLR803mS22m10p0WDC/1ySbC3Z7JTooCR84tN/NKGsuo5+/w/gaZN2SYCnmcueMQT3kuOqgUvW+d5AziNHxAmzjsqoWFbkvGd4G/86I4cKh9uUu/d/JYL6g9BRJW5LXzBpbYOcs+1NO4oiJgDyUzK5EJE1JEZgdZW9YUbqCRU9zuWlWsCgFKiux98d0vrnMN4e36L9eUWxuYa0YyXgaO1gnDtH2908Sf6nQfDQw+g7xTzH8u3/2578ohNgA/i3Mlv978e9gvNqvA58C/kfgU9+Hr/ddQ2amLzm5VjG5JtB2BU6BGpuk4V/qItOS0hPkgaDw7HONs2b/SZdfs15gkdlkHbDj86o1VlTNnGItBbvEkposdrCmxmxLaEBKWKQ4k5w8ksY3ZloCNoVvk/QFqpnhNXPmM5fqxKOyIV4RfOLmJv/h8tf4zegFfv/wWYpQkddK7u31ubfXpyoFajVhtgrjU5do08c7M+6bpWsgztFhiTMqqCyjJCk8AQKcSUX44JTy4RNUo07+uZvM1sV5H9XQ30VhquXxZRstbUrnvR1E65xoZPzbqWDwtM1o3MU9E0QS0qYBc7hnRhW0WIKiUyBzi8ZjTeuhZrJhsehrhs+VXLlxyH91+de57QRs5jPuDvv4BxL36eB976IqSbBOY9yRz9FhjS9c+jg/HD3gc+uP+CNxlfEwxHvk4u1OKO8/IpLXGV9aonKMJFLLc3VNKZC5hsJ0Jh2rNIv6iYUaWkznhmDf2BfUNmfmwfrea2hEsGysTayJwj/UBIeZoenXlNm3dDDKtUJg79vUNs0gCKEofGNZnNcUxy851H74mKv+nHtbKywOIh5kltkdTs0VeLEkmG0oZqtt6tt1467qy/eJVUWj4uX+DlJovrT7PK0HHVScM7piM7lmluCpBFtHHXZPm2RDDz8RxCuCtKnJ2xXWWNJ4ZPrU8yVJUSvZPGnzaH8J98gyXFua+GcldizxBjny2VtMr9bJ6uDsOrTua+qPF3+JFPCXjI96nt8eWuuvCCEufYdv/feYTf0/ry3968A/O9eEflUI0TwX7/8Y34Wv973+30JrKlsTXpjwXM84FR4lNR6fdBmqkLTpExwa9mJeE2R1sOZG07v+e4KTx+vMLpfoCxnJ6rl+2qpQTsVyZ8wLnX3ySvHH21eoDsxVqPAEea+GTH3iNY/phmEhhocSO65oPoT0WLFYDohXCrArikAz70nSXknNSrmfrPDW6QoyMYkt2Fc0v+JQezAm7Ufs/aiL88yYzs0RxysRg9gBLdCJwt+zcKYStZCotMKeFqjMEI1UVoGSqG4XvdJhfMUivZKiE0W4r2i/M0PGKXknZHrRJV41U3crMYmndKUhS91KsNyCaiek/Y7GGxaMr9jMLpcgNfbExsoAASrMKV2Fys+ZluuKfDnn0sYJn+luclg0+IdnHf63R58iftTAqmu2//11Wg/7RO+eIdKMyrUID3M633T4lfiH+L9XP04YpPSiGSv1Ce/O19HS/Pvo7X3suEvqmHWuyoasWaH6C3bCgOCwx+xixXVvQV4qRKzwDyRWYvTyzkyTtVy01UFLQV6zWSxZxKuCvFaZh4sjiFfN6lvaNEMehLGcFqVJSIueUSflaylawyx3mF2ULL10yN+7+Kf87zufpv4tl/CgZHI5pPCgtadxJyUnH5dc/uQOi8Lm6NU+zXu8z0mVJXj7ii/VbuCHKaKC+bKDymzSFuhagVIafeziHxr8XXNuhBuzdUm+kXHr4gFPT9vEizpFoMiaYI8l3qMId2x08MObkvEVj2jHtE6Sjs3RJ9rMLhfgZjj7Ns6sQi3y75cC/vLxUfL8/iGE+DlgT2v9xl+Ain43jt5fmq8nhPj7wN8HcIIWzlgwm3rQg9BKgRqWVZL3EmLbRSuFFRspW+PGGfPEJf5KjZUvnRFuW+zrOvOXU/rtCaO5T3wcok8sRp7PxbVTbnoHxIXDK+OrUNmUrkQLF3vhMFuRzC6WaEuTNi38E2N3IUsDg0CDW0vJlCZvWchWyuNJl1cPN5htNrBjSeGb9ar63SHl3QfYb8Ky/0mOyyZbawFuPWVleYRnFRyOa8yrkCJQiMqGCpypwBtog0WLJLOVLpXdJW0KZlcK3CAjnfuGUp4ViEmMZStUZiotbZkBVmUJCl+yWNZcWDmjqCQHBwEqB5mdX7cEcF7p2VON6wniuoNUMF1TxH3F5FrJcn9Ew0l4c7zG7+3f5ORel/bbAsuC4WczPnfnLk+nHR58a4PmAwgPSpxRRvf1GZ23BKVnEa80efKxFtHNITgV+VKAAkQQUHhGq1865/Jbv+Lnb7yFdaviayeXiCpJ251zmoSgDdg4PCzJA0nSkSy6DnZsY82h8E0lmNeMTFOUkHQ1SdcYBWphtOPviQ5EUFDmkrwtcJopV7tD5rnNkVvH83J+aPkJu1mbnbf7XP+jMTLJyGpdI0x4mmHFOcefCPk766/giZxf3Pzb2HOBHVckbUWlINzXuGOPtOVhA4uu2dAAo64qUkV4ImnfMxYucp5RBQ65X2em4eOtHW7Uj/mN9DmKbQ9rLqg/hqWvn0KacfQTfbLbC6pM4R852JOcyUUbPjviP772Daalxxc6z3KsmzTqDXjtB8kCfzH+tYFBPjTxV06eQogAw9X7a9/p29/ha/p7fP1f/aKBov5PAEFvQwdHFdVdj1eSawivhJGNmksqX4OlyWvaQDE2Yv7GxTeYlS6/sv9ZOndDnNMF3plmduZy5gQspq5Ri5zALKnzjd5Fri0fcSUc8E63z6SKKD0LUUn8gVEyyUxQuhVpp6L0xft7hHlUYbcSOvWYuZsTew6OU3I295kOA6xMkPYKWmtjJjOfg3mXXt1DS4GWgu6bJbypmK3V2L/t47QTsrltdhQvzVntjgjtjPv7y5R3A6Id0BLmfWE8lKIcYWmyo4BoW2HPK+YbNaordWPJ0DRVZ940PbHKMn1EUWl2T1rva/vTOlgLRXBUIgoDGo4OC7zjlHzPwZ7YJF1YLGuKRoW3HFNpwb2jHunExTqzaT2E+lZGvGIj7YprwTFNe8HmeodpFlBZishyCLZi1PYJHB3T9Dzs+fPsBg0IC4Y3XJb3rrK43GJ6pUK3cqy5ax4cE8Wk8PlEfZPNoMNbB6scndWpMoUzMoZ19qwkq0lm65qiWeLvWTQeVXhDDUjckUlQpWN2NrNuaQZFiaTyKlQjJ/AyFrGLdWpjzQT5VLFZKBw3f/8D/O6kz8G0TrhrKuXFhQazDXPDSI/McSpdTU0uSLSNSCX2rEBbgnlPkjXBGYI7Msci6Zr2iDq/pci5RFvms1fZgsozD1FRaoLTkvGRw0HS4MXaDpf7Ax5NVrAnFuFhgd7eR4YBeSRYak05HtQJjwvs7RPEsxe52T3m36u/TqIVwZWML3rPsN/oGR77/9/QwEcGcN83rgKXgfeqznXgW0KIT/JnTLz3Yh3Y5wfj66HNWcY70YjCRpY23sDowud9U0VVNmbqWgm+PrzEKPVRC0HStiidEDBQj6SMkJXpo6pE450J3tpfpWE/z27cZDIMEKkB8qbt8x5bCc5QUmTm6AhtrnZaAZamzBVHZ3XKqY3IJHlUYPs5QkBRL3E7C250TkgaNm9/dpXRsx4I8A4UvW8VRK/vE2x0KJ2QeRogK9C2xvMzNqIhkZXx1GujK/DGJSrRaGWRNwRVBDqT+IeK+tMSZ1oR9y3iFVNRGVizRjYzwrWESTPE3XNwBwIGPtoy/M6ka2SRzYdzGq9NTL8XEPME21JYiw7D6x7xuqAAkpnL4sxHTRROYqwlShsWSzZZJKiGDv/Ho0+SZhb52EX6mtmG8SVP63X8lQB/u40cTZGZ4WAGjYTRTRtr0SNpCdTKjGZtwajZxT8C/1DwpUc3eLvd53CvRfDYoTbBVP6TiuAwR2aV6Sd2c/xmQnlaQ+WmVy1Lk3zsWUnSsUl60iSq1KwPVT5IWZHMHdzHHu13K5xxzrxnM459kq4Bxsy1y1unAZSCwIWzF+rMlwXJhQxyyXRkkQcSrIqvx1c5y0OshSCPzCAo3qiouhlZ3aFyzftcOobGBMY6WeaGiVL4ptpftH2sxMMblmbl7EDwx1tXGK96nM19RGk+m6UvEf0lqsC0I07HIda2R/DwmGJvH3d8gc1Rm99u32FeOWwuukROiuikf6XD/70P7EeV5/cMrfVbwPvoeyHEU+Dl82n7F4D/TAjxK5iB0fgcWvqD8PWoLJhekFgL86QOTkqC3RgAWUQUviLpGhdC/TTk4ZtX8Y81q4clQmvSlqKywDvFELX7JYv1gjJQyAzyY58vLW6iDh1aTw0jMV7TZCs5WVdiDxX2VOCemeu6Ss2Sc+kKs6w/N1em5q7Gmmvmyy7zFcdYJQDp2OPV/CJlap4Cl64d8cnuFr/x5Bnm23XC+Rzr2MYdBmQtM7SoggrXKklKm6N5nfgkoH2q8Q8TrKMx7mkdUUVMSpu8XiFLs8QP5vo3v5wjMom/Z177IpdcbA2ZhnO20j7hvtkzLXzJ6JphnmYNRbRnIXf2zb7slXWqRmA8ddISd2yAutZMUdnGOM20Aww/MlkSpC2JtsGaStI3m8azp6GpllOsIGM2d5guFGiBM2hRe9oydiONlCudU57KiumwhRVDcRRwMnUJJwInLrESAfiMA5/GGKKDEm+QY41TZJxAVVEsNwzvUmm0Niqu2YpCdiXaMnu3eSiJVyTJSg62xj5Wht1aKPLMxxtIOm+XRJtTytChWrUNR7YC50zhn4DMzXpb2tYs+hrtFyivpMxMpS9KgYolv/bkefLcDCmnG4qkoynbObXGgsQtmAUeci7PB2Hnjq8L40dVBOb1x2vmQa0SQXBgEx6XBCcV5bci3nxyHZkJvMLYVg9vKEqnhz2r8I816qsRnbsZ5YPHAARHKSdvd/iHh38NkUrT+/WNy+oHEx/JM/+VEEL8X5iqsXvOv/tvtNb/5Lv8+Bcxa0qPMKtKfw/ge/H1vver08yvZqgzm9rm+bQVqFzr/UksEkQuCI4ErXs5wdYY8oL0QouqbZ2rLSpKT6KDguXlMbNll/g4RKQS69Ch9gTa9xPy0CJt2tR6E9bqE+4d9CgehYRD8M7MYEUtStK2TR5ZlFGJVhK0IDzI8U8l/sAy1HdXUDkKldgER+bq/PQzy6yFYzwnJ48EIgigrHCnmmQi0Q1NaVX4dk6lBWeLwFCicgzkIfQRi5xov6DwbGIpKT2YrRozsdnVgitXjtg9bSK3I7yBBlzeZg2/lkBYEK85WAsLa2E+6HYzxe4VHI8b9MtnqJRgctGhdMX7SbkIDGwiPNAUgWByGfIVMxGWEwu1gKpm9i5FKrAnEisx02tlVXhOTlUJtFsQeBnjIGCeeKgMpF1RtxPqXsqwgO6bKcvfqCgCBSKnsgQ6EISHlYG2hILxZUXcU7QeCPzRDO3YLJZdshqIqUU6tVClYHq5oqoXoDRibqGVpn/xhE+0jviT7cv4Rw6NzZy0aVwnnWmFtagYPltneEuQX0gJopRi6mLtKRqbOe5JwvRKyOkzgrJWGQPBkYM1lcjCVPzeQJBUdZP4NCZx+hoWitjyaDTm1NsTTuOA2VGEOlHYMwgPK+xZSdpQjK9IsnUzkNQTi6whkKVpUbQelNhTQ+cfXrcZP1tQ1HIKP6D7lqb7zSFi/4RycPr+UVJxTv2JR7Fvo1Lj+Z50bZJe+RdP3Q8WGvRHe57fHlrr/+D7fP/Sn/tvDfyn3+XnviNf73uFVBXN7oxRWaMIbLKaonJC5h1FvC5Il4wqx16Yym6+bJG22udSNdBS4I4r3HFFZQnikU3elaw0JuxrmA99ysoiq0sWSw5aGi2z1oJKC4rUonYiqO0U2LMCmZUgBKUrWfQqnruzTceN+UrvGlndp/WwoHlvhsgr0p5vmvQC3JH584tuwLeW1ilyRSAAJdGjCdF2A1H5JC3JLHc4CIzXQ3begyxdmF5w0ReNKZozMxa/2lKkbYjXDKG8f+mUZ5oHnMUBZQHhUUF4CItdh3jFRV8ukHemHC8FtN5UBIea4t2Q+UaO6lYMnvMQ1bkpmICsYSbORVDhnhnLkrQl4MqMT23s8vCsy2jSxp4KihDKqILznWtnrLFnkJ0EpE6AXZqbxMLTRGNBY7OksgSLnsujdpdZ4mLPwH94TLG1gwOoOzc4+XSHtCUIjsz1fHTNYf7CgjBKOOi26Nb75L7g7BlB3smxh5bxTbIh3qhw66lBG1oVrWbMz6+/ScuK+cP8Oo2nOeG3tgladfJOSBlYxH2bwYuazs2BGeKd1RGnDu5Q44xyrKMRkZLkQcB8bp2/P5rKMbBnZ6JxRgaFZyp0KD3QGchMUVQCf2nMZ5eeMGoFfLm8RjatIUpTHTpbp7i9BrONGqqeI4Smmllmo8MR2FMjtfX2p+RLIUnX5vaNPZb9KX84vIMsNNWb977tHAnbIen57/tB5ZGgciFrVFD/AKftHymMPjxhyYpeNDMw2q6FLEypGa9pvKtjVoIF+/ttvMcWzkgTrwjmF0vc9oJ05mIf2iAk9lwTHBeU9yyGqoW6qmmGC4pCkSnNzFVkLXPN1QJGW01Gskn0WNF7fYG9P6ZshSQ938g5a4bMfboIeL6xxy/ceZ3fq93k1Glz4UlG+c59go11phsbZpiATbRvkk+W2khp/N6reoCYxchZhn+i8AaCaFcxPg442PApgwr/1FQbhQfxunkg1LYU/qDCnmoWPcg6JSIoSHOLrx5dYrzToD0xdHwrKWk8nFPbVhxIj9alOamXUb3WofulbTr/MmHx8hVmq+L9npVKMK6VkWCxYtQ7i8Clsi2yVsmd/gkb/pB3ij7WzNh0qFSAMPpyZwKNzRR3cwB5gQ59qkZAERmGp3Mcw/4xdFtk4TKn5RKlXxF6ED/TJ1QKtGb4fJvTlyq0V+IObfyHx0CP4ScVF5oj3rkQclY4JL2Ka8/tIITm0WsbOCNz3c1qkowAtZBYGZxNbb5gP4ejSsSOhz1LzAdNCFCCPFSkDaPcGjxt4+0r6ofa9CJLTdJ1KL0eha+wY020dz7Jb1aIekYmXZyxxB2bXWNZmE2HpCtIOuerUJngdBLypNZlXjikiY0s/6y/T5Iis5LShVYjpqwEw4lDLgXa0maRfqAQVYPhTZvaSwN+Zvkt3o1XEan4s82J81D1OtPP3+bkRUnaK+DcEhtLo9ySIPio5/mDxoc6eSLgZuOI9XDE19RFpn4NeyoomwU3usf0/Sn7u23a7+aEd48YfnqV+UW42BkyDH0Gss7Es9FK0X0rp/tGisxDTmp1VleGKFUhlEY1M4qaQO95BPuCaMckOv+sQM0yqkbA5GrI5JI0YIdjzdpXCopXl/jVZ/rUPnnCJ1e2+P3nPRav13HegWJnF3e8RryuzNVTng8DCoFfz1ksaSa3mrj9iPmSRREIwsOS8NGQ4FFJtt4kXnFQaYkzLYmXbWPL0SiZpxaVJUnagnwjIaonzGcuo+0mzqmitWfM0EbXLZKOIth3ad9LiXY1+4ctnCCjNdUUu3sAOL91SvfZW2TLIVnDIgtNO6B0jIOp7+WgBakWqHpGpQVvjVaZnQV4uRlQ2bEhRSHN6pBMSvTZiGo+R6300e0QUWnULEPM5uiyhMmMzus+4VHAbM1iekmz9Qsaih72UFFERt+f5hal26I8PMabxTRv3uKdZANroshrGnd9xo8sPWJz3uWBu05+7pEkczPws2KDgQsOLSZP+mgF0RTiFZd57xJZdP77uoLKMajA2m5F7eEYLMn4WshsXTK5LClCReFr7Jkg2BOohZmQl75CledDRWnsSdyxscnI6rZxOpBGxqv2a7wR3AIgnPH+dT/pOMgLPbKWS+lqilJSamGu7rY5D3qqyOqC+bJN+tKMn1m7x5uzdX7njWfpvCOw5iXy+VtoW5H0A05v28TPJ1xeHTDPbQ73WtjHNtZcUISa2bL6HgfwrxBafzRt/zBFXihsUfKJ+iZSaL6SX4VZiD2wuNdaJutaiEThHcwonm7TtBTxygoPvWWEVSHtCufCjImKaD5U2K/cZWmwQlZfYb9sm4YUENTN03dRedR2S6IHY8q6S7zmcfJSnaQjmG8UWM2EcuASHEi8338TnaaEvyo4+C8/w/AXzvjs5Sd841PPcvH0OeR4TuEZwK0/qAj2FxReyCi2sFsl85WEkxc9ZGEbS2CvZLrj0NctorcPcZ+coBYt0pZr+Jp9QdHMEX5J1jA91Ww5Z3V5RJJbzOIIZyixp+YAz5cF8xcW/M1nX+Od8QqPv3SZcE9j7TumxxcJ1LXLVFt7yOuXmF2tM+8ajFnWMuIELTVoweQkMkOGCqpcsjNqkmUWlKZ1UrmScAfqO0YVldYl08s+busmCMzDwTdJ1R3ZsBpS2avYkwLv6RnBziHOzQ2Gdzz+k09/iTveHr+09XkePFrhaK8FQhOFAv3CDZilRPslKlNoCfGqoDrftHh4vISKzRZG6Rp5r5qb63Memf3K3tdnyHnO/HKd4Q3LAEXezx/aLLEfm/76e62X8Q1NWc/BrlhdGfL5lfs8nPX4+p/eovMWtO5C2jJgZDTnhCwoXYU7qigCAzuRc0XrYUXz1UPQmrIdUdRc5ssO82XJdF2R1iPAiD0mT5pmnQozSBSFwJ6Zv3u+VnFt6YyvnV5i/4/XufHFKdbOCdVym+HzTcZXJcmFjLW1Qz7dOiIuHL66d5nO12y635qgjkbkF5c4+EzwwR3YjyrPD1Ekki/cf56r/ROk0FSlxJ0Kwn3NfFjnnes+SM3ZC3Xa8hnmywFagnXoIFNBEVboiwVyKWG+7OMmCTzaZO2LEmfSY3IFyssJzywdUiH4htdALSrE0SlKdZkvhYyeL2itjmk5OcPYJ6k88lAgr1ygfPchaE1js+Tdk2X+3Utv8/ZLpzwO2qikRrpi9k6smYV36lA6AqEFjlXS744Z+RlVJWm5GZaqGLkBByqg2V3DHxjZ6XRDMb1S0ro04GYYs3XapqhcI1lcSPa3OjgDi2hsJsCzmznx3GwTuH7OS+Emf6P5Df7rz/08j17bMBYlM8WiKzj4qRXy2grzjRLVSrGdAtsq8YDpIMTdtwnvKbyhIbInLclswyXu2Ginwopygl7K5Cyk9tQm2JlRBjaLTsC8L5mtS0rb+Es5E4E/MPYTw5sWsysFambTe3WZxrseha+o3IpVe0QoMvbGDVqvWXhDzWJJsliC7Z+uIdMazsQ8kACStmA+8Hln/xLBrkTaML+SI5wS765Hfati0ZUkbfNQke88oYpjwuoGo6tdUyWWpvIrPdO/XEhJ4StKX74/NIoHAerMZlT3ueCcstYe8krtOv6JJtiekLcD4lWX0XWJfmHKamvMk6c9wkeOYQ+kEmcoCffmlDv7qE6LotZh0XNYdCSLJU0ZmOrdGZlWSHBgCFBpW7DomR1ja855y6fgcFoje73FlX+yTbGzSwFU11aYXJRk1xdcWxlQsxO+ebTO5GGL5Veh9QePKY+OKQA1HNHqPvMBHVZtbhP/BsWHOnlac03vX7gcrF1kdsEcPLWAaDcj3AdwiZ9NmP7MgsFPuKBLdKlxDmzqm2YJ+VSG+JemDD7mEe2/jPMHr1M+eExvkaI+t87RiqLrzrBFyddaObM1B/e0T1FzKCKw6hl1L2Vv0MR+N6B5rCl8ePo3l7BnS4QHFbkvmG/W+S11GyU17vUJK40Jn+0+YXfR4g/kbYrQNYODc5/swM6ptVKmmcvRaYNq5BiL4Y2Ek57COjNXq7Rbcv32Hj+38gaDvMbTQRtneH649iXOVFB/uqDwFbufd7h9bY+zRcDZG0voN+v8t+Jn+Y9uvsJP9u4xvuNx9KSLt69wJuYQxpcKnrm1wzONA6aFx91hn60nPTrfUCy9OqJ64933/z1qz95CJS1mialQRZThWCVkEu+sQo5m5E2jfsqj8z4opoqKdivq98cULZ+kq/iRF+6hhObLzZuML7dM1eZm/OrRx4lzl/zdOv17Kc7xDPtqk3lfoa/HaKGZPYlwpsaXXGXgHVkEBwa8fHrHor9+xnTh0dh0qP/GmzSuX+Ts+SbesKSKzaobByd4px20MmtMonzPbE6jbU1eN3uyOlXMJxHRU2X86ccNfkn9OIGb4e9ZeMdjOD7DUgKx4pIsVfzs5Xt8rn6f/1n+CE9OLuCeCmRmJupJ14GffpHhDYv4ornni6yi8s7VTakCbeFMIDgpEaUGYXB6xqES8lAj7ZLJUcTqOyXF3gEyCJj91HMMnlMkazmuUzBOPDYPu/iv+1x+ZY59fw89n6M6bWg3yfsN875/EPERku7DFSqtqP/WXRoXVjn6obYZmFiYCfbJHP/YYS40P37pIW075knc5e2TPtlOC39gJtxJx8O6VnDr44/4pneZfudlWr95l2Jnl9ZbNeLVFr8d3aZVmyOkZnIV8rAwlyf/AAAPK0lEQVSGLA0Qt8wUR+MaYttn6bUC9zRl8GJA9bkxN5eOePXxRcJ3PKItwWLcofQ1pafZWxfsR01yLVFhQdo29rXkkpOzGmPXpxnNKUpFdepQf6jQFkxuQmt1zKLhkB6ahezdUYM/8a5xlgZkJwHNoTbVoDaTfOtkimiHiMIhslPKSjLKBLUtzaxq8GvRC/zbK3e53jzh0G/hTBSNp8bOWRQW74h1dpablJVkvlNj+evQ/q3738a4hHPPncrY38pckMc2g8TC37Hwj+bo0Gd0zWV2zTwgvH0La/EenNccrKxmU7QKrgYDlKi4t9bjULYQCwW55LX7lxCpxJ8J5ssOpVun8I3b5CJ2UF6BkKYf+941WSVG046ArKX5WHePN09XsWYB1XwOb7xLvfaiGQy997s0asZzfg52DDI/Hwxlxp9dVAYSAqZdYc2N6scdQvJGizyH5iNjNEevTdHwza1nIXgw6RGplP1J3UBX9isjOfWFqbovFdy8tcVGOOLrBxeY7tSRqaSyzG5TEWiyuiRZKESlyWrmdavMVMhCQxXb2GcKWVYUP/Yih592af7oIS/URmYLYhwyWNRQhy7NxyXO1gCigNlnLzO6atoVMofa0w/wwP5rWFU6hwz9c+AS8BT4W98JMPTdKG5CiP8O+DtAS2sd/bmf/7sYQtze+Zf+kdb6f/ler+VDnTy1FOgsQ05inFmLRWaQbUWgcEpNcFIw3PP4Vmedmpuye9YkPQ4IY873FI29a5w4/HjnPh//zA6/XPsMVnKb6LffonrrAevldSZPm0wuRHChhMsx1a2CyTBATix0JsltC6mNtFFmBaKCfn3KX196nVnu8nj7IvUB+AONlZwroJZq/OHV5ylqFc6ZxBkZnJ5KLWRups5HvQDRzFCJJDipcCYlhWeTLlk0ozmHrkewaWM9bfB61KCyoHZmBhFCQ9ISzNYc1JWeOVAWPB23qbkpaT9nWhp3x9HCYytpU1QKyyvI6o6xbj7J6X0zo/XIJmk1KDxBY1xRf3dMeWY+j9ZKn/zyMvMVz2DoVjVFozAnuJBYp4poT6PSktm1BqefKPiJF97l4XiJ/WnfKHgExCuKpNlivioIO2PeGK/xdNRmuN9AJhJ5bo9iLYwHfNbQHL8ssGeGxemOQd1zyCMbURkITB4aG2K0AbpUlqI893v37ZzhmkXQ7fx/7Z1rjFxnecd/zzlz5j6zs3dvHMeXxLHs0oa4bhQUQLSlIYm4ii9BIAKlaisVUVoVkSqqlA8gJaD2Q1UE4iaFihaEWtQgAQGiiAhBAiHYxJGxvd4EX9benV2vd2Z2LmdmztMP7zvxxPKus5Pd2bH0/qSjPfPuO3P++549z7y353mgkKcxFBAFQua2/Ui9ycotw4R5YyijmJ0frUOqGJnN+4Ep81pKo+BR3g2tTERsxcQCzZ1r4dciVnZlaaZNLzix1GLyWZ/Z4k5mRm8iuSAMn2oRq0VUpgLCvJlSuO3W07xt7DgvVrZTOp+jcMzHa6uJSl+IwDMR/VsZo6OdjPBCIXVBXomc5dfMF1Nt1OP8m+L8zb1P8KmRU5xorvBXlQ+xtJggqAjJouDXI5o7Rrm4P83Ft4TcsXea7clL/Hx+N5dakxvzrALan57ng8CTqvqIiDxoX3+6u8I1orh9DxMl7mrp6r+tqh9/rUIG2ni2Mh7Vu24j8oX6iHUbbBvDqMkYQanF0MkYy7UJLvlmvigpEOaV4hs94ssJ/AboiSz/IW9jW6EEKlRu8MnuuQnvpTPI6VmGwibSHqM26TE6tMKO3CWOtqcIl7JIzcfLhUQ31Zn7kxTpC3lq48J8OctPlg5woZyjnTSLBH5DyMxGpOYaJBfAD1NUJ3zTu6ma/DIgxJchtRgRznqUbjbh7MKckFyISF9QFi6myafr+NkmXiugcLJlgh3nTbqFToSeMO9ROdAgP1ylvJyCS3GKswWaE2W271ykOhVQDwNUhV+e30mkQirdQA+FXNifwDuXZPQFpXCsTHompDWSISwEVG4dIrz9TrPodENElGmDRHjpkJHCCpl4SKmeYLmUpt0wAaIrO9NUbvDJjC8zlqgw443i2Tk69aAxBK0boTkekoqE35zcSWomzkjR9BhVTBtJW6lNeGYhJ9tGAx+v6Zl9o2WTqrg+ZrZoeS1Mz7MhtJLGgCXnfJ44vh/PU2Q3ND+0z/j455RYXShvH7ZurjbZXwOaeQgLJgVy/JJJXxEOmd6e1xDCArR31BkeWuHifJ5oLk477lGZ8invMsP7/LTP+OEG6SNnyB9J0RrLmSwHgWdW9aeExmiEBBHnykP8X3gbL58ZZ+Swz+jRqvGCqiWpTno0s8aDq5mNaA+3CDIhzUqcoBQntaBk5iLiZRMNKiwIuq3GiL/C6VaF71fewLligeS8ic+Qnjcb6qtTSZb3wYFds7whN0u1HScZa1HftkF5OLRvwZDfw2VX78cwbt6fvqLOO1glipuqPmPLXreQgTae7ZQye5d/2T2yboZqjZyHvy2N11LiK0q7KLTtBuDGWER21zITuQozs2Nkn0ux/ekm8lSc2vgUo3GTebM1nILCXpr5gOp4jJXtQnuoyfJKivnFPPHpFIWzSjMrlGNJkpMrNPZCWEggkVIrZnm6cgtRJcAXkxpY40qYj9FMp4jVlcp2oTEWEat4tMpmQac53qJZjJFYhsJMA9EE5V1m4SO5FCOoKkExxvJwilymTnkySX3OJ7Wor+Sp8VpKUIlILnpUmh7bcmVabY/opSTxGY/q+DCXJs2ePq8cM0Eu2kI7pciOKn968wn+KHuW52/ZyVOZP0C9PKmicdNc2eZRm1CaE00yIzWyXkRpIUOwEBCVfBbbQiXdpBnGiJoeZFuUbvFpjBhXxPq5LN8pH8RbiFOYgfR8C/WE2ohHLRKUgPBiQHpJSBXNlqp2YEbUkQ/tjA14vezhFY2nktc0Bq2VEZpZs7CjYgxprGpiEKj9T86cU4JSimbeGMzywTo3Ti6RDkJmS3kuXcgRL/pkz5gsnniwdGtAfVQJ86YHC+a9AIkl82XHdIrlTJLkinGnrGz3KO1r8Yf7T5OOhTyb3wOkGYvdgF8KzUjA96hOxCnt9KiPG2+k+Ok45dOjLMchWTWr+uFQYL4EQiVxEYIKRDEhzAv1lE98uE0wXKM+HiOoeKQWI6KY2YfbToA3m+QzP3sXn0200dBD6j6tnBItCclig2CuRDM/irQ9ThXHePniCNVKAm15SHbjkhitY8FoTESe63r9ZRsQ6LUwqarnAazr98RV6rzmKG5X8H4ReStwAvgHVT2zVmXRAd5eICJFYAVY2GotXYzh9KyF03NtBk3TPlXNvZ4PEJEfYv6u18KCqt6zxmf9BNh2lV89BDymqoWuukuqOtxdSUQ+BSRU9TP29b8AVVX91646lSvmPEeBiqo2RORvMXOpf7bWHzHQPU9VHReR51T10FZr6eD0rI3Tc20GTdMVvcCeWMsY9vBZb1/tdyIyJyJTttc5Bcxfpdq6o7ip6mLXy68Aj15L54bFVHE4HI4+8DjwgD1/gFdnsujwBHC3iAzbSG5327JVsYa4w7uBY6vV7eCMp8PhuJ54BPgLETmJyaH2CICIHBKRr4KJ4gZ0orj9iq4obiLyORsdLi0iZ0XkYfu5nxCRF0XkCPAJ4CPXEjLQc55g0nKsYzJ503F61sbpuTaDpmnQ9FwvDLzxdDgcjkHEDdsdDoejB5zxdDgcjh4YWOMpIveIyHERmbZuWP245g4ReUpEjtnJ47+35Q+LyDkROWyP+7re889W43EReccmaHpZRF6w133Olo2IyI9F5KT9OWzLRUT+3er5rYgc3AQ9+7ra4bCIlETkk/1sIxH5uojMi8jRrrJ1t4mIPGDrn7S+0Bup5/Mi8jt7ze+KSMGW7xKRWlc7fanrPX9s7/W01dyTG8wqetZ9f7biGbyuUNWBOwAfOAXswSR2OAIc6MN1p4CD9jyH8TQ4ADwM/NNV6h+w2hKYjKKnAH+DNb0MjF1R9jngQXv+IPCoPb8P+AEm1fOdwLN9uE8XgJ39bCPgrcBB4GivbQKMADP257A9H95APXcDMXv+aJeeXd31rvicXwJvslp/ANy7gXrWdX+26hm8no5B7XneAUyr6oyqhsC3MD6tm4qqnlfV5+15GbPXay23rvcA31LVhqq+hEl8d8dm67TX7WTbfgx4b1f5N9TwDFC4Yv/aRvPnwClV/f0adTa8jVT1aeDKBILrbZNX/J/VBIzo+D9viB5V/ZGqdnwfn8Fs1F4Vqymvqr9QY9W+0fU3vG49a7Da/dmSZ/B6YlCNZ6++qRuGiOwCbgeetUUft0Owr8vlFMr90KnAj0Tk1yLy17bsVf69XE4F3e92ux/4767XW9VGsP426Wdb/SWmJ9lht4j8RkR+KiJv6dJ5dpP1rOf+bPkzOOgMqvG82lxP3/ZUiUgW+B/gk6paAr4I3Ay8ETgPdHxk+6HzLlU9CNwL/J2YwAWr0bd2E5E4xhPjO7ZoK9toLVa7fl90ichDQAv4pi06D9ykqrcD/wj8l4jk+6Bnvfdnq+/bwDOoxvMssKPr9Y3AbD8uLCIBxnB+U1X/F0BV51S1rSYx9Ve4POzcdJ2qOmt/zgPftdee6wzH5dX+vf1st3uB51V1zurbsjayrLdNNl2XXYR6J/BBOxTHDo8X7fmvMfOKt1o93UP7DdXTw/3ZsmfwemFQjeevgL0istv2cO7H+LRuKnZ182vAMVX9t67y7nnD9wGdVczHgftFJCEiu4G9mEn/jdKTEZFc5xyzCHGU1f17Hwc+bFeY7wSWO0PZTeADdA3Zt6qNulhvm6zb/3k9iMg9mDiT71bValf5uIj49nwPpj1mrKayiNxp/w8/zNX9tnvVs977syXP4HXFVq9YrXZgVklPYL6ZH+rTNd+MGZr8Fjhsj/uA/wResOWPA1Nd73nIajxOj6uja+jZg1nlPAK82GkHYBR4EhMN+0lgxJYL8AWr5wXg0Ca1UxpYBIa6yvrWRhijfR5oYnpIH+ulTTBzkdP2+OgG65nGzBl2/o++ZOu+397LI8DzwLu6PucQxqidwkQ7lw3Us+77sxXP4PV0OPdMh8Ph6IFBHbY7HA7HQOOMp8PhcPSAM54Oh8PRA854OhwORw844+lwOBw94Iynw+Fw9IAzng6Hw9ED/w/bsTvo51p29QAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "cax = ax.imshow(data.squeeze(), vmin=np.percentile(data, 5), vmax=np.percentile(data, 98));\n", + "fig.colorbar(cax);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Adding world axes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Meaningful axes for this image can be added by using the WCS package (for **W**orld **C**oordinate **S**ystem):" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy import wcs" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "WCS Keywords\n", + "\n", + "Number of WCS axes: 2\n", + "CTYPE : 'RA---SIN' 'DEC--SIN' \n", + "CRVAL : 0.0 90.0 \n", + "CRPIX : 751.0 751.0 \n", + "PC1_1 PC1_2 : 1.0 0.0 \n", + "PC2_1 PC2_2 : 0.0 1.0 \n", + "CDELT : -0.00833333333333333 0.00833333333333333 \n", + "NAXIS : 1500 1500 1 1" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mywcs = wcs.WCS(hdu_list[0].header)\n", + "mywcs.celestial" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10,10))\n", + "ax = fig.add_subplot(1, 1, 1, projection=mywcs.celestial)\n", + "\n", + "cax = ax.imshow(data.squeeze(),vmin=-0.01,vmax=0.02)\n", + "fig.colorbar(cax);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ok, this is NCP data so the axes look a bit weird..." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We would like to combine the fits files of all frequencies into a single data cube" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Creating a new image file" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So far we have demonstrated how to read and update an existing FITS file. But how about creating a new FITS file from scratch? Such tasks are very easy in `astropy` for an image HDU. We’ll first demonstrate how to create a FITS file consisting only the primary HDU with image data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will concatenate 20 subbands of data into one FITS file." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we create a numpy object for the data part, concatenate the data over the frequency axis. This will take a while if you're downloading all fits files." + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "data_list = [fits.getdata(fits_prefix + fits_filename) for fits_filename in fitsfiles]" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "data = np.concatenate(data_list, axis=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we create a PrimaryHDU object to encapsulate the data:" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "hdu = fits.PrimaryHDU(data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We then create a HDUList to contain the newly created primary HDU, and write to a new file:" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "hdul = fits.HDUList([hdu])\n", + "hdul.writeto('new1.fits')" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / conforms to FITS standard \n", + "BITPIX = -32 / array data type \n", + "NAXIS = 4 / number of array dimensions \n", + "NAXIS1 = 1500 \n", + "NAXIS2 = 1500 \n", + "NAXIS3 = 22 \n", + "NAXIS4 = 1 \n", + "EXTEND = T " + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fits.getheader('new1.fits')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to put in a more meaning full header. Let's copy it from the original file" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "header = fits.getheader(fits_prefix + fitsfiles[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / file does conform to FITS standard \n", + "BITPIX = -32 / number of bits per data pixel \n", + "NAXIS = 4 / number of data axes \n", + "NAXIS1 = 1500 / length of data axis 1 \n", + "NAXIS2 = 1500 / length of data axis 2 \n", + "NAXIS3 = 1 / length of data axis 3 \n", + "NAXIS4 = 1 / length of data axis 4 \n", + "EXTEND = T / FITS dataset may contain extensions \n", + "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", + "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", + "BSCALE = 1. \n", + "BZERO = 0. \n", + "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", + "BMAJ = 0.15283639683011 \n", + "BMIN = 0.149672230572736 \n", + "BPA = 61.4395369444287 \n", + "EQUINOX = 2000. / J2000 \n", + "BTYPE = 'Intensity' \n", + "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", + "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", + "CRPIX1 = 751. \n", + "CRVAL1 = 0. \n", + "CDELT1 = -0.00833333333333333 \n", + "CUNIT1 = 'deg ' \n", + "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", + "CRPIX2 = 751. \n", + "CRVAL2 = 90. \n", + "CDELT2 = 0.00833333333333333 \n", + "CUNIT2 = 'deg ' \n", + "CTYPE3 = 'FREQ ' / Central frequency \n", + "CRPIX3 = 1. \n", + "CRVAL3 = 134178161.621094 \n", + "CDELT3 = 183105.46875 \n", + "CUNIT3 = 'Hz ' \n", + "CTYPE4 = 'STOKES ' \n", + "CRPIX4 = 1. \n", + "CRVAL4 = 1. \n", + "CDELT4 = 1. \n", + "CUNIT4 = ' ' \n", + "SPECSYS = 'TOPOCENT' \n", + "DATE-OBS= '2014-10-16T17:01:41.0' \n", + "WSCENVIS= 3186474. \n", + "WSCIMGWG= 3186474. \n", + "WSCNORMF= 9138. \n", + "WSCNVIS = 3186474. \n", + "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", + "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", + "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", + "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", + "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", + "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", + "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", + "HISTORY P.MS " + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "header" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Add to the history field" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's good practice to keep some track of what you did in the history field of a FITS file." + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [], + "source": [ + "header['history'] ='Created 2019-03-12, concatenation of NCP SB files'" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / file does conform to FITS standard \n", + "BITPIX = -32 / number of bits per data pixel \n", + "NAXIS = 4 / number of data axes \n", + "NAXIS1 = 1500 / length of data axis 1 \n", + "NAXIS2 = 1500 / length of data axis 2 \n", + "NAXIS3 = 1 / length of data axis 3 \n", + "NAXIS4 = 1 / length of data axis 4 \n", + "EXTEND = T / FITS dataset may contain extensions \n", + "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", + "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", + "BSCALE = 1. \n", + "BZERO = 0. \n", + "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", + "BMAJ = 0.15283639683011 \n", + "BMIN = 0.149672230572736 \n", + "BPA = 61.4395369444287 \n", + "EQUINOX = 2000. / J2000 \n", + "BTYPE = 'Intensity' \n", + "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", + "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", + "CRPIX1 = 751. \n", + "CRVAL1 = 0. \n", + "CDELT1 = -0.00833333333333333 \n", + "CUNIT1 = 'deg ' \n", + "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", + "CRPIX2 = 751. \n", + "CRVAL2 = 90. \n", + "CDELT2 = 0.00833333333333333 \n", + "CUNIT2 = 'deg ' \n", + "CTYPE3 = 'FREQ ' / Central frequency \n", + "CRPIX3 = 1. \n", + "CRVAL3 = 134178161.621094 \n", + "CDELT3 = 183105.46875 \n", + "CUNIT3 = 'Hz ' \n", + "CTYPE4 = 'STOKES ' \n", + "CRPIX4 = 1. \n", + "CRVAL4 = 1. \n", + "CDELT4 = 1. \n", + "CUNIT4 = ' ' \n", + "SPECSYS = 'TOPOCENT' \n", + "DATE-OBS= '2014-10-16T17:01:41.0' \n", + "WSCENVIS= 3186474. \n", + "WSCIMGWG= 3186474. \n", + "WSCNORMF= 9138. \n", + "WSCNVIS = 3186474. \n", + "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", + "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", + "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", + "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", + "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", + "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", + "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", + "HISTORY P.MS \n", + "HISTORY Created 2019-03-12, concatenation of NCP SB files " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "header" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "hdu = fits.PrimaryHDU(data, header=header)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [], + "source": [ + "hdu.writeto('new3.fits')" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / conforms to FITS standard \n", + "BITPIX = -32 / array data type \n", + "NAXIS = 4 / number of array dimensions \n", + "NAXIS1 = 1500 \n", + "NAXIS2 = 1500 \n", + "NAXIS3 = 22 \n", + "NAXIS4 = 1 \n", + "COMMENT FITS (Flexible Image Transport System) format is defined in 'Astronomy\n", + "COMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H \n", + "BUNIT = 'JY/BEAM ' / Units are in Jansky per beam \n", + "BMAJ = 0.15283639683011 \n", + "BMIN = 0.149672230572736 \n", + "BPA = 61.4395369444287 \n", + "EQUINOX = 2000. / J2000 \n", + "BTYPE = 'Intensity' \n", + "ORIGIN = 'WSClean ' / W-stacking imager written by Andre Offringa \n", + "CTYPE1 = 'RA---SIN' / Right ascension angle cosine \n", + "CRPIX1 = 751. \n", + "CRVAL1 = 0. \n", + "CDELT1 = -0.00833333333333333 \n", + "CUNIT1 = 'deg ' \n", + "CTYPE2 = 'DEC--SIN' / Declination angle cosine \n", + "CRPIX2 = 751. \n", + "CRVAL2 = 90. \n", + "CDELT2 = 0.00833333333333333 \n", + "CUNIT2 = 'deg ' \n", + "CTYPE3 = 'FREQ ' / Central frequency \n", + "CRPIX3 = 1. \n", + "CRVAL3 = 134178161.621094 \n", + "CDELT3 = 183105.46875 \n", + "CUNIT3 = 'Hz ' \n", + "CTYPE4 = 'STOKES ' \n", + "CRPIX4 = 1. \n", + "CRVAL4 = 1. \n", + "CDELT4 = 1. \n", + "CUNIT4 = ' ' \n", + "SPECSYS = 'TOPOCENT' \n", + "DATE-OBS= '2014-10-16T17:01:41.0' \n", + "WSCENVIS= 3186474. \n", + "WSCIMGWG= 3186474. \n", + "WSCNORMF= 9138. \n", + "WSCNVIS = 3186474. \n", + "HISTORY wsclean -scale 0.5amin -weight natural -no-dirty -interval 0 200000 -tap\n", + "HISTORY er-edge 100 -save-weights -padding 1.25 -minuv-l 50 -pol iquv -maxuv-l 2\n", + "HISTORY 50 -data-column CORRECTED_DATA -oversampling 63 -kernel-size 15 -grid-mo\n", + "HISTORY de kb -make-psf -channelsout 1 -visibility-weighting-mode unit -reorder \n", + "HISTORY -size 1500 1500 -tempdir /tmp/ -name /net/node100/data/users/lofareor/NC\n", + "HISTORY P/images/L246309_np//L246309-SB098-UV50_250_natural /net/node101/data/us\n", + "HISTORY ers/lofareor/for_Mevius/L246309_SB_098_164/L246309_SAP000_SB098_uv_003_N\n", + "HISTORY P.MS \n", + "HISTORY Created 2019-03-12, concatenation of NCP SB files " + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fits.getheader('new3.fits')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/solutions/3. PyVO.ipynb b/solutions/3. PyVO.ipynb new file mode 100644 index 0000000..2c92243 --- /dev/null +++ b/solutions/3. PyVO.ipynb @@ -0,0 +1,727 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# PyVO" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import pyvo as vo" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.coordinates import SkyCoord\n", + "import astropy.units as u\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will extract some sources from a more or less random cutout of the LoTSS HETDEX field." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "lotss_center = SkyCoord(ra=195.89191*u.deg, dec=49.74803*u.deg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The capabilities of all tables on the ASTRON VO-server are listed on https://vo.astron.nl/ . In particular, for LoTSS, the list of fields is documented [here](https://vo.astron.nl/hetdex/lotss-dr1/cone/info)." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "lotss_query = vo.dal.scs.SCSQuery('https://vo.astron.nl/hetdex/lotss-dr1/cone/scs.xml')\n", + "lotss_query['RA'] = lotss_center.ra.to(u.deg).value\n", + "lotss_query['DEC'] = lotss_center.dec.to(u.deg).value\n", + "lotss_query.radius = 1.5*u.deg" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Unfortunately `pyvo` does not understand astropy units: the ra and dec need to be given in degrees without unit." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: W35: None:10:345: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", + "WARNING: W50: None:10:1698: W50: Invalid unit string 'mJy/beam' [astropy.io.votable.tree]\n", + "WARNING: W50: None:10:1859: W50: Invalid unit string 'mJy/beam' [astropy.io.votable.tree]\n", + "WARNING: W50: None:10:4566: W50: Invalid unit string 'mJy/beam' [astropy.io.votable.tree]\n" + ] + } + ], + "source": [ + "lotss_table = lotss_query.execute().to_table()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table masked=True length=5\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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degarcsecdegarcsecmJy/beammJy/beammJymJyarcsecarcsecarcsecarcsecarcsecarcsecarcsecarcsecdegdegdegdegmJy/beamdegdegarcsecarcsecdeguJyuJymagmaguJyuJymagmaguJyuJymagmaguJyuJymagmaguJyuJymagmaguJyuJyuJyuJyuJyuJyuJyuJyuJyuJyuJyuJymagmaguJyuJymagmaguJyuJymagmaguJyuJymagmagmagmagmagmagmagmagmagmagmagmagmagmagmagmag
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ILTJ131101.27+503649.8197.7552982352850.62144900140668250.61385371195030.2211223793677810.3861483072925310.05342103052854190.4259887744623650.0932860834840265--1.46361481518271--0.5194930711753220.01.463614815182710.00.51949307117532290.898752203372914.75264608228760.014.75264608228760.0550119184481446SP34Hetdex060.01PSO J131101.362+503649.578197.7556478950.61377251347.133477921727------------J131101.30+503649.71.866669456331351.4436724130131623.2223314466920.8397027129267410.9979044884433820.62279348369505423.90227755992540.6776093716042326.172901649706580.86822535894012821.92377660603110.15270998301669514.43412410487922.5728237198959321.00152391237450.19352804789916115.60708478461777.4174408223914120.91669552584640.5160082205396022.56776893630048e-061.30077265423184e-061.23298628546559e-068.15227917967764e-076.25157608437465e-061.25279965900595e-061.45255111584377e-052.44757075737054e-061.52522122684537e-051.35679870655598e-05--------------------------------0.88480.0----0.88480.45561.32970.796--------00.000.0139---20.5409613508517-22.0739579470814-22.8448487510067-23.1629436412186-23.5119128804571---21.7863417804376-22.5345513096806---23.8566087293678-23.9072091711578-23.3777655575066----
ILTJ131131.20+503026.2197.8799864880830.58955510139421250.50729400447370.7021809667588660.3609528581571790.07022583975883450.5961150433399070.104608162967654--1.71288457955039--1.314293944355525.758909007920821.712884579550393.888584253271051.31429394435552157.55453015161158.6388256039688157.55453015161258.63882560396880.0651711889076978SP34Hetdex060.441PSO J131131.215+503025.772197.8800660550.50716631399.948090419051------------J131131.15+503024.93.069550756117770.71198197037378722.6823129525250.25183639685031216.59042720745080.79703116805200220.85035607661330.052160537197383628.91663474702630.93246265280093420.24713062663160.035011282280518338.85944590887741.4478389840846319.9262584905830.040452743648663153.47182573331523.4327434914125119.5796874679160.06970126490280433.60707254305572e-068.48164631771024e-071.42554085870874e-051.10773751658219e-062.67972718786278e-051.08762931003594e-063.57530009009661e-052.201689455592e-064.31554661228116e-058.11732270249873e-06--------------------------------0.50180.0----0.50180.41270.58770.782--------00.000.01255---19.9301938376017-21.2974854030332-22.0413918719042-22.3249032663389-22.7166167171887---21.097606486577-21.6769476582165---23.2363588101719-23.5176716486097-23.243995907579-23.7845800841936--
ILTJ131108.55+503249.0197.7856368240740.85167763119447250.54695080620790.6323137645901870.227891882725910.05848859151384220.286465121741160.0944404915336735--2.00898788983535--1.484199715510194.140090887504672.008987889835351.594192274716371.4841997155101986.529473225060771.981522524072886.529473225060371.98152252407280.0560475345992018SP34Hetdex060.01AllWISE J131108.57+503247.9197.785743450.5466595100.019126783029------------J131108.57+503247.9----------------------------------------------------------------------------------------------0.0--------------------00.010.01379------------------------------
ILTJ131101.62+503204.2197.7567473244640.33539529780366750.53452410038060.1856017821812310.4928839118623740.05259832894104550.4145985634831730.0982862685855707--0.789865413409456--0.4367396004236550.00.7898654134094560.00.43673960042365592.216854888337118.53140960025590.018.53140960025590.056064975069603SP34Hetdex060.41PSO J131101.647+503204.183197.7568589350.53451622749.88886729886------------J131101.65+503204.229.84987619857430.45196384762485920.21264366438410.016439381836750642.56810978996930.91105878152465919.82728908491720.023237336791431558.49794091068481.5091802771118319.48214855132730.028010758000337378.57447234636112.6619856020567519.16179631683010.036783118720258678.85705014219878.2636384465120219.15789868224930.1137771629579142.64844347508617e-059.73425043103047e-073.86236095930616e-057.57848556401535e-075.345293250243e-051.7979438379931e-067.01489257667908e-052.30404870197591e-067.1750651403686e-055.52060735365928e-06--------------------------------0.75830.0----0.75830.44691.02980.7460.38130.34250.41690.04700.0150.01397---22.8389031272551-23.3824170124558-23.9775820842473-24.1778833218268-24.4258668060437---23.2450700725908-23.5835179828137---24.8148955332916-25.8599411402652-26.629525196365-27.0285758542292-27.789224990662
ILTJ131102.14+503327.0197.7589170489020.83151673652545750.55750085370040.6894602268341940.2186099426560440.05826875670058250.2681937867346890.0947003356327626--2.00458627047453--1.565763833631613.782878994709432.004586270474531.666627753292571.56576383363161111.4670201415890.3620348876477111.46702014158290.36203488764770.0559758846065961SP34Hetdex060.01AllWISE J131102.05+503326.2197.758577150.5572816115.255320768347------------J131102.05+503326.2----------------------------------------------------------------------------------------------0.0--------------------00.000.01413------------------------------
" + ], + "text/plain": [ + "\n", + " Source_Name RA ... w2_rest w3_rest \n", + " deg ... mag mag \n", + " object float64 ... float64 float64 \n", + "---------------------- ---------------- ... ----------------- ----------------\n", + "ILTJ131101.27+503649.8 197.755298235285 ... -- --\n", + "ILTJ131131.20+503026.2 197.879986488083 ... -23.7845800841936 --\n", + "ILTJ131108.55+503249.0 197.785636824074 ... -- --\n", + "ILTJ131101.62+503204.2 197.756747324464 ... -27.0285758542292 -27.789224990662\n", + "ILTJ131102.14+503327.0 197.758917048902 ... -- --" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lotss_table[:5]" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7197" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(lotss_table)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Query the same region in TGSS (TIFR GMRT Sky Survey) alternative data release, available from `https://vo.astron.nl/tgssadr/q/cone/scs.xml`, store the result in `tgss_table`" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "tgss_query = vo.dal.scs.SCSQuery('https://vo.astron.nl/tgssadr/q/cone/scs.xml')\n", + "tgss_query['RA'] = lotss_center.ra.to(u.deg).value\n", + "tgss_query['DEC'] = lotss_center.dec.to(u.deg).value\n", + "tgss_query.radius = 1.5*u.deg" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: W35: None:2:628: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", + "WARNING: W50: None:2:2098: W50: Invalid unit string 'mJy/beam' [astropy.io.votable.tree]\n", + "WARNING: W50: None:2:2223: W50: Invalid unit string 'mJy/beam' [astropy.io.votable.tree]\n", + "WARNING: W50: None:2:3104: W50: Invalid unit string 'mJy/beam' [astropy.io.votable.tree]\n" + ] + } + ], + "source": [ + "tgss_table = tgss_query.execute().to_table()" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table masked=True length=5\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
IDRAe_RADECe_DECSinte_SintSpke_SpkMAJAXe_MAJAXMINAXe_MINAXPAe_PAIsland_RMSS_CodeMosaic_Name
degarcsecdegarcsecmJymJymJy/beammJy/beamarcsecarcsecarcsecarcsecdegdegmJy/beam
objectfloat64float64float64float64float64float64float64float64float64float64float64float64float64float64float64objectobject
J131128.1+502514197.867392.050.420662.0725.372.6635.063.527.80.125.70.1-32.32.22.3SR40D64
J131216.0+500605198.066682.050.101562.02131.7213.31034.3103.543.50.125.90.19.40.32.3MR40D64
J131212.0+500651198.050142.150.114382.136.95.538.94.524.41.424.31.414.90.42.3CR40D64
J131052.8+500412197.72022.650.070182.450.76.226.63.643.24.627.52.1-57.610.82.3SR40D64
J130945.9+500724197.441452.150.12362.167.17.754.35.929.51.326.11.1-6.815.32.2SR40D64
" + ], + "text/plain": [ + "\n", + " ID RA e_RA DEC ... Island_RMS S_Code Mosaic_Name\n", + " deg arcsec deg ... mJy/beam \n", + " object float64 float64 float64 ... float64 object object \n", + "---------------- --------- ------- -------- ... ---------- ------ -----------\n", + "J131128.1+502514 197.86739 2.0 50.42066 ... 2.3 S R40D64\n", + "J131216.0+500605 198.06668 2.0 50.10156 ... 2.3 M R40D64\n", + "J131212.0+500651 198.05014 2.1 50.11438 ... 2.3 C R40D64\n", + "J131052.8+500412 197.7202 2.6 50.07018 ... 2.3 S R40D64\n", + "J130945.9+500724 197.44145 2.1 50.1236 ... 2.2 S R40D64" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tgss_table[:5]" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "151" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(tgss_table)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To perform a cross match, we only look at brighter sources in LoTSS:" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "lotss_selection = lotss_table[lotss_table['Total_flux']>20]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cross matching is done on SkyCoord objects. We make one SkyCoord object for a lot of coordinates:" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "lotss_sources = SkyCoord(ra=lotss_selection['RA'], dec=lotss_selection['DEC'])" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "tgss_sources = SkyCoord(ra=tgss_table['RA'], dec=tgss_table['DEC'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Matching is done with `match_to_catalog_sky`. This gives for every TGSS source the closest LoTSS source, and the distance to this. (A more thorough crossmatch would use either ADQL queries or `search_around_sky`, which gives a many-to-many relationship." + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "lotss_idx, dist_2d, _ = tgss_sources.match_to_catalog_sky(lotss_sources)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1, 2, 3, 6, 7, 8, 9, 10, 18, 22, 23, 24, 25,\n", + " 26, 27, 29, 37, 33, 35, 37, 39, 40, 41, 42, 43, 44,\n", + " 45, 48, 50, 51, 52, 53, 54, 54, 57, 58, 58, 59, 60,\n", + " 61, 63, 65, 67, 67, 68, 69, 71, 72, 73, 76, 77, 78,\n", + " 80, 80, 82, 83, 84, 85, 86, 88, 89, 92, 93, 94, 95,\n", + " 95, 96, 98, 99, 100, 101, 102, 102, 104, 106, 107, 108, 112,\n", + " 114, 116, 117, 118, 119, 123, 125, 127, 128, 129, 130, 132, 133,\n", + " 135, 136, 136, 136, 137, 140, 141, 142, 144, 144, 145, 146, 147,\n", + " 148, 151, 152, 154, 155, 156, 157, 158, 159, 160, 163, 161, 162,\n", + " 163, 166, 168, 169, 171, 172, 173, 174, 176, 177, 182, 183, 184,\n", + " 185, 186, 189, 190, 192, 193, 193, 195, 197, 199, 200, 201, 203,\n", + " 204, 205, 205, 208, 209, 210, 211, 212])" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lotss_idx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: Are all these matches good? Have a look at `dist_2d`." + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(dist_2d.to(u.arcsec))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercise**: plot `lotss_selection[lotss_idx][\"Total flux\"]` against `tgss_table[\"Sint\"]`. Filter the results to use only the points where `dist2d<10*u.arcsec`." + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cutoff_distance = 10*u.arcsec\n", + "fig, ax = plt.subplots(figsize=(8,8))\n", + "ax.plot([0,2000],[0,2000])\n", + "ax.plot(lotss_selection[lotss_idx][\"Total_flux\"][dist_2d" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "for num, cov in enumerate(res['coverage']):\n", + " ax.plot(cov[::2], cov[1::2], label=str(num)+res['imageTitle'][num].decode('utf-8'));\n", + "ax.plot([lotss_center.ra.to(u.deg).value], [lotss_center.dec.to(u.deg).value], 'ro');\n", + "ax.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "import astropy.io.fits as fits" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://vo.astron.nl/getproduct/hetdex/data/low-mosaics/P34Hetdex06-low-mosaic.fits'" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res['accref'][2].decode('utf-8')" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "f = fits.open(res['accref'][2].decode('utf-8'))" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10,10))\n", + "ax.imshow(f[0].data.squeeze(),\n", + " vmin=0,\n", + " vmax=np.percentile(f[0].data[np.logical_not(np.isnan(f[0].data))], 99.9)\n", + " );" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It would of course be better to add proper axes." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "from astropy.wcs import WCS" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "wcs = WCS(f[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "WCS Keywords\n", + "\n", + "Number of WCS axes: 2\n", + "CTYPE : 'RA---SIN' 'DEC--SIN' \n", + "CRVAL : 195.89191 49.74803 \n", + "CRPIX : 1260.0 1260.0 \n", + "PC1_1 PC1_2 : 1.0 0.0 \n", + "PC2_1 PC2_2 : 0.0 1.0 \n", + "CDELT : -0.00125 0.00125 \n", + "NAXIS : 2520 2520" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wcs" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_lotss(tgss_dots=False, lotss_dots=False, lotss_flux_min=100):\n", + " fig = plt.figure(figsize=(10,10))\n", + " ax = fig.add_subplot(1, 1, 1, projection=wcs)\n", + " ax.imshow(f[0].data.squeeze(),\n", + " vmin=0,\n", + " vmax=np.percentile(f[0].data[np.logical_not(np.isnan(f[0].data))], 99.9)\n", + " );\n", + " if lotss_dots:\n", + " lotss_subset = lotss_table[lotss_table[\"Total_flux\"]>lotss_flux_min]\n", + " ax.plot(lotss_subset[\"RA\"], lotss_subset[\"DEC\"], 'ro', transform=ax.get_transform('world'),\n", + " label=\"LoTSS catalog > {}mJy\".format(lotss_flux_min)); \n", + " if tgss_dots:\n", + " ax.plot(tgss_table[\"RA\"], tgss_table[\"DEC\"], 'y.', transform=ax.get_transform('world'),\n", + " label=\"TGSS catalog\");\n", + " ax.legend()\n", + " return ax" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_lotss(tgss_dots=True, lotss_dots=True, lotss_flux_min=10);" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [], + "source": [ + "from ipywidgets import interact, interactive, fixed, interact_manual, FloatSlider" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "934ee9ac508b49e686b576597e72751d", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(Checkbox(value=False, description='tgss_dots'), Checkbox(value=False, description='lotss…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_lotss, lotss_flux_min=FloatSlider(min=0, max=150, step=5, continuous_update=False));" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}