From 45ec893654a2fae6e79cdfa0bb22060324930b9d Mon Sep 17 00:00:00 2001 From: Sebastian Stammler Date: Fri, 21 Jul 2023 16:53:38 +0200 Subject: [PATCH] Adding new features to documentation --- examples/1_simple_integration.ipynb | 83 +++++++++++--- examples/3_updating.ipynb | 171 +++++++++++++++++++++++++++- 2 files changed, 236 insertions(+), 18 deletions(-) diff --git a/examples/1_simple_integration.ipynb b/examples/1_simple_integration.ipynb index 2d88ece..8683fcb 100644 --- a/examples/1_simple_integration.ipynb +++ b/examples/1_simple_integration.ipynb @@ -710,7 +710,6 @@ "name": "stdout", "output_type": "stream", "text": [ - "Creating data directory '1_data'.\n", "Writing file \u001b[94m1_data/data0000.hdf5\u001b[0m\n", "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m1_data/data0001.hdf5\u001b[0m\n", @@ -775,7 +774,7 @@ "data": { "text/plain": [ "namespace(Y=array([0.42391158]),\n", - " description='Simple Integration',\n", + " description=b'Simple Integration',\n", " x=array([3.]))" ] }, @@ -1010,7 +1009,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -1034,7 +1033,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "metadata": {}, "outputs": [], "source": [ @@ -1043,7 +1042,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, "outputs": [], "source": [ @@ -1052,9 +1051,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Frame (Simple Integration)\n", + "--------------------------\n", + " x : IntVar, \u001b[95mIntegration variable\u001b[0m\n", + " Y : Field\n", + " -----\n", + " Integrator : Integrator (Euler 1st-order)\n", + " Writer : Writer (HDF5 file format using h5py)" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "sim_cont" ] @@ -1068,7 +1084,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ @@ -1084,16 +1100,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing file \u001b[94m1_data/data0011.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0012.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0013.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0014.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0015.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0016.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0017.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0018.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0019.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Writing file \u001b[94m1_data/data0020.hdf5\u001b[0m\n", + "Writing dump file \u001b[94m1_data/frame.dmp\u001b[0m\n", + "Execution time: \u001b[94m0:00:00\u001b[0m\n" + ] + } + ], "source": [ "sim_cont.run()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -1102,9 +1146,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot(data)" ] @@ -1120,7 +1175,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ diff --git a/examples/3_updating.ipynb b/examples/3_updating.ipynb index 1cc8809..fc628ba 100644 --- a/examples/3_updating.ipynb +++ b/examples/3_updating.ipynb @@ -434,7 +434,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Execution time: \u001b[94m0:00:03\u001b[0m\n" + "Execution time: \u001b[94m0:00:00\u001b[0m\n" ] } ], @@ -495,7 +495,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -685,6 +685,7 @@ "outputs": [], "source": [ "def T(frame):\n", + " \"\"\"Function computes the equilibrium temperature of the Earth\"\"\"\n", " return frame.Sun.T * (frame.Sun.R**2 / (4.*frame.Earth.d**2))**0.25" ] }, @@ -718,6 +719,7 @@ "outputs": [], "source": [ "def d(sim):\n", + " \"\"\"Function computed the Sun-Earth distance\"\"\"\n", " return np.linalg.norm(sim.Earth.r - sim.Sun.r)" ] }, @@ -900,7 +902,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Execution time: \u001b[94m0:00:03\u001b[0m\n" + "Execution time: \u001b[94m0:00:00\u001b[0m\n" ] } ], @@ -958,7 +960,7 @@ "outputs": [ { "data": { - "image/png": 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a4ZsJZY06kzQqV6ygau3acLnb7bc1ur/4/RRed224XPTU02htSi4tYowxLVa5bn3U3Lhut9zS6P7i80WNfih65lmCFRVxq58xxsQSkYtFZH7dK7Q5w71NRC52HdIDGEXj89zqhl42lSClLzAL2Ccis0XkSRF5D9gEXIGzxMF1mqKZpKxRZ5JG2bz54c/ZU6eSNXJkk8cUXHMNpKUBULt3L6Uffhi3+hljTDI5+tqr4c+ZY8eQPXlyk8fkX3klkpMDQLC4mNIPP4pb/Ywxph49gRNdLwCJ2dbwMK0YItIXOAuoAZ5sYvf1wB9wEqIcB1wJTAuVfwxMVNX1zb12srFGnUka5R9/HP6ce+KJjewZkdazJ13OPjtcLnnnHc/rZYwxyah80aLw5/yLLopaxqAh/i5d6OJa99N9DmOMiTdVfUhVpYnXQ6797w1tu72B8+1R1TRVzVDVQ01ce7eq3q2qJ6tq39AxXVR1aug6R7z9aduXNepMUtDaWiqWLAmXc06Y3uxju5wVuUGpWJSSc1uNMaZFgpWVVC7/JFzOmd78mOne1xp1xhjTMVijziSFytWrCYbWppP0dLInTWr2sdlTp4U/V2/bRu2BA57XzxhjkknFJ5+gNTUASHY2WWPHNvvYnOmRmFm1di2B4mLP62eMMaZ9WaPOJIXyhQvDn7MmTqx3bbqGpPfvR5or41v54iWN7G2MManP3cOWM/l4JD292cdmDBuGvzC0HJMq5UssZhpjTKqzRp1JCmWu+XTup8jNISLkTJ0aLttwImNMR1fhbtS1YOglhGLmtEictZhpjDGpzxp1JuE0EKDC1bvW0hsUgJxprkbdYptXZ4zpuLSmhvKly8JldwOtudwPz6xRZ4wxqc8adSbhKtesJVha6hTS0shpRlruWO6bmqq1awmUlHhVPWOMSSqVq1ahofXlJD2drIkTW3wOd8ysXLWaYFmZZ/UzxhjT/qxRZxLOPZ8ue/x4fKE1lFoi47jj8OfnOwVVKpYu9ap6xhiTVNw9a1mTJuLLzGzxOTJHjcKXl+cUamupWL7cq+oZY4xJAGvUmYQrj5pP1/KhlwDi85EdNa/OhmAaYzqm8o9d8+laMfQSQPx+sqdOiZzThmAaY0xKs0adSSgNBKLmwOWccEKrzxWVLMXm1RljOiANBKKyVbb2QRhArnu9uoUfN7KnMcaYZGeNOpNQVevWETx61Cn4/WS3Yj5dHXeylMpPPiFYVdXW6hljTFKpWreOYN2cYb+fnOOPb/W53L18FRYzjTEmpVmjziSUe+hl1rhx+PNyW32urLFjkdD6dlpTQ+WKFW2unzHGJJOo+XTjxuHL9ShmVldbzDTGmBRmjTqTUG1Zny6WpKeTPWlSuGzz6owxHY0X8+nqSEYG2ce7Y6bNqzPGmFRljTqTMBoMUuG6Qcltw3y6OrYIuTGmo1LVqLjW1gdhEN0wdDcYjTHGpBZr1JmEqdqwgUBxsVOIyV7ZWu55dRVLl6KBQJvPaYwxyaB682YCR444BRFypkxp/IBmyJnmSpaydClaW9vmcxpjjGl/1qgzCePOtpY1Zgz+ujWT2iB70iRISwMgWFZG5dq1bT6nMcYkA/cc5MxRoyJrc7ZB9qSJkJ4OgJaXU7lmTZvPaYwxpv1Zo84kjBfr08Xy5eSQNW5suFxhSxsYYzoIL+fT1fFlZZE9YULkGra0gTHGpCRr1JmEqVi+PPzZi7kh4XNNdc0RsWQpxpgO4Nj5dN48CIOYeXU2F9kYY1KSNepMQtQePEjtvn3hcpbrSXFbuefVlS9ejKp6dm5jjEmE2v37o2JmztS2z6cLn8v1UK1i6VKLmcYYk4KsUWcSwj1vw9+zB+m9enl2bnfygMChQ9Ts2OHZuY0xJhHcMTOtTx/SevTw7NxZ48eHPweKiqjdu9ezcxtjjGkfnbpRJyJTReTbIvKciOwSERWRymYcd6uILBSRUhE5LCKvisgpTRxzSmi/w6HjForIbd79NKmlctWq8OessWMb2bPl/AUFpA8eFLnWapv4b4xJbVWupE9Zo0d7eu60wkLS+/ULlytXr/b0/MYYY+KvUzfqgB8AvwCuBPo1sS8AIvI74GFgPPA2sBA4F/hQRK5s4JgrgQ+BC4BPgNeBEcBDofN1OpWrIjcN2ePGeX7+rDGRhqLdoBhjUp374VTmGG8bdUBUgil3fDbGGJMaOnujbh7wE+BSoE9TO4vIWcDdwCFgkqpeoaoXAKcBAeBBESmMOaYQeBDwA9eo6hmqeg0wGtgI3C0iZ3r4M6UEd0PL65662HNaim5jTKpzL8+SNWaM5+ePipn2IMwYY1JOp27UqeqvVPVHqvqyqu5r+gjuCb3/TFU3uM4zD/gHkA/cGXPMXaHtL6jqc65j9gHfChW/3tqfIRXVHjlCza5d4XLcG3WrVtnEf2NMygqUllKzfXu4HI9GXabrnNaoM8aY1NOpG3UtISJZwNmh4jP17FK37dKY7Zc0cswrQCVwTuj8nUKVO0lKYSFpfft6fo2ssZEblMDhw9Tu3+/5NYwxpj1UrVsX/uzLyyO9f3/Pr+F+EFa7fz+1Bw54fg1jjDHxY4265hsNZAIHVHVnPd8vCb1PjNk+Meb7MFWtBlYCWcAoj+qZ9GKHXoqI59dI69aNtD6REbX25NkYk6qi5tONHoX4vP/Vnd6rF/6ekYyaNmzdGGNSizXqmq8unWJ9DTpUtQwoAgpFpAuAiHQFCho7zrV9UAPfdzjxnk9X37mtUWeMSVWVayMNLHcSKK9ZzDTGmNRljbrmywu9lzeyT1nMvnmu7xo6LvaYRonIqvpeQEZzjk8GFe7lDMbF8QYlao6IPXU2xqSmqjXxW87ALXousjXqjDEmlVijrvnqxgg2lnEjdhxhc8YVej/2MIkFSkqo2eaa8B+H5Qwi53ZnwLQbFGNM6tGaGqo2hPNykRWH5QzC57aeOmOMSVlpia5ACikJvec2sk9O6L005pi6744245hGqWq9raDQoumZzTlHIrnnafi6dCF9wIC4XStq4v/uPdQeOUJaYWEjRxhjTHKp2rwZralxCmlpZAwfHrdrZbtiZs2uXQSKivAXFMTtesYYY7xjPXXNV9e9VG8rRERycebPFalqCYCqHgWKGzvOtX17A993KO4hPfFKklInrXdv/K5GnD15NsakGveDsMzhw/FlxG+kfVq/fvjz8+u9tjHGmORmjbrmWwdUAT1FpL4G2pTQ+ycx25fHfB8mIunA+NB518V+3xFFJUmJ49BLABGJ6q2rshsUY0yKaa/5dBCKmeNsCKYxxqQia9Q1k6pWAO+GitfUs0vdtpdjtr/SyDGX4Cxn8I6qVra5kimgvTJf1ncNu0ExxqSayrWuRl0c59OFrxEVM+1BmDHGpApr1LXM70Lv3xeREXUbReRk4HM4c+bujznmvtD2y0XkKtcxvYBfx5y3QwuWl1O9eXO43D6NOlcGTMvmZoxJIaoaPfxy9JhG9vaGPQgzxpjU1KkbdSJysYjMr3uFNme4t4nIxXX7q+rbwB+B7sAyEZklIq8CHwLpwJ2qeth9jVD5TiAIPCMi74nI0zjDLYcDf1LVd+L+wyaByrVrQZ3kob6cHDKGDI77Nd03KNXbthEobVY+GmOMSbja3bsJHo3k18oaPSru14yKmVu3Eigta2RvY4wxyaJTN+qAnsCJrhc4Swy4t/V0H6CqXwPuANYA5wKnAO8Ap6vqs/VdJLT9NOAN4HjgImATTiPwq17+QMnM3VOWOXYM4ov/P7/0gQPx5UWWAKxyDWUyxphk5h56md6/f1QSk3hJHzQIX24oybMqVessZhpjTCro1I06VX1IVaWJ10MNHDdNVXNVtUBVL1DV2U1ca46qXqiqhaHjpqnqg3H74ZJQe8+nAxCfLyq5gA0nMsakikpXkpTMdphPB6GYOcaGrRtjTKrp1I06074qV60Kf86Oc+ZLt+hsbjbx3xiTGirXRuJVVjvMpwtfyzJgGmNMyrFGnWkXwcpKqjZtCpfbq6cu9lp2g2KMSRVVrodQ7ZH5Mnwti5nGGJNyrFFn2kXV+vUQCAAgWVlkDB3abteOWqtu0yaClZ1i9QhjTAoLFBdTs3t3uOweEhlvFjONMSb1WKPOtIuo+XSjRiFpae127YyhQ5HMTKcQCFC1YUO7XdsYY1qjcu268Gdffj5pffu227Uzhg5FsrKcQiDgPJQzxhiT1KxRZ9qFO4tb5tj2e+IMIGlpZLpSgdvEf2NMsquKmk83GhFpt2tLWhpZo9wxc1UjextjjEkG1qgz7aLK9dQ5a1T7zQ0JX9PmiBhjUog7qZM7g297cT98c/caGmOMSU7WqDNxp8Egla7hO+2xgG6sqBTdtladMSbJRY1uaMckKXXcD99sfU9jjEl+1qgzcVezfTtaXu4URMgcObLd6+B+0l21fj0aStpijDHJJlhdHZ0teEz7ZQsOX9M9ZN1ipjHGIyIyVUS+LSLPicguEVERaVU2JhHZGjq+oVe9T8RExCciXxORFSJSISIHRORpEWn/YOuh9stWYTot9xPnjMGD8eXktHsdMkeMAJ8PgkG0spLqbdvIHDas3ethjDFNqd64EWprAZD0dDKHtV+24DqZI0eCCKiiFRVUb99OZjtmLTbGdFg/AC73+JwPN7C9OHaDOBOUnwSuAYqAV4AewNXAxSJypqou8Lh+7cIadSbuEj2MCMCXnU3GkCFUb94MOMOJrFFnjElGlWsi8+kyR4xA0tPbvQ6+nBwyBg+meutWAKrWrbNGnTHGC/OA5cDHodfetp5QVW9vwe534DToNgAzVXUfgIhcDTwDPCoio1W1tq31am82/NLEXaKTpISv7R5OtMbmiBhjkpM7PiXqQVjstS1mGmO8oKq/UtUfqerLdQ2qdnZP6P1b7uur6rPAi8BxeN+T2C6sUWfiLqqnLgFJUiLXdiVLWWc3KMaY5FTpXs4gAfPpwte2ZCnGmA5ERIYCY4EKnGGXsZ4JvV/abpXykA2/NHEVKCqidm+kZ92dhbK9uXvqqixFtzEmCWkwSJWrVywrkT117tEN1qgzxiQpEfkmTg9bFbAKeF5VD9Sz66TQ+0pVrann+yUx+6UUa9SZuHKvb+QvKCCtV6+E1SXTlQGzdv9+ag8fJq1bt4TVx6SWsqpadhwpZ+fhCo6UV1NZE6CiJkB5dYCq2iBZaX5yMvzkZPrJzUgjPyedQd1yGFCYTWaaP9HVNymiZudOgmVl4XLmqMSNbnA/hKvdt4/aI0dIKyxMWH1MaimtqmXH4XJ2HqngaEUN5dW1lFcHKKsOUBMIkp3uxMys0Hv3vEwGFmbT32Kmablfx5R/LyJfUdX7Y7YPCr3vbOA8O2P2SynWqDNx5R5GlDl6NE7SocRI69kTf7duBA4fBpzhRGmnnJKw+pjkFAgqmw6UsnT7EZbtKGL1nhJ2HC7ncFl1q84nAn26ZjGwWw5j+3Zl8qACpgwqZEBhdkL/P5jk5J67lj5oEP68vITVJa1XL/wFBQSKigAnWUraSSclrD4mOQWDyob9Tsxcur2IdfucmHmoDTGzd5csBnXLYVz/rkweVMjkgQUWM5NDhoisqu8LVR3X3pXBmQP3HrAYOAAMA+4EvgrcJyKHVHWWa/+6gFrewPnKYvZLKdaoM3EVlSRldOKGEQGICFmjR1M2dy7g3DzlWqPOANsPlfPWmn28v24/S7cXUVrlXdIrVdhTXMme4koWbjnMQ84/P3rkZTJ1cAFnje7F2WN60yMv07NrmtQVPZ8uccPVwYmZmWNGUz5vPhCKmdaoM8DWg2W8vWYfH6w/wLLtRZR4HDP3Hq1k79FKFm49zINztgLQIy+DaYO7cdaYXpw1upfFTIOqfiVm0yrgHhFZB/wT+BUwy/V93VMBjX/t2p816kxcVa6LNOoSmSQlUgdXo86SpXRqK3cV8+qKPby9Zh/r95U265gMv4/+hdn0zMskO8MZMpSd7icz3UdVTZCy0PCi0qpaDpZWsbuokkCw/t8dB0ureGPVPt5YtQ+RFUwZVMi5Y3tz0fi+DOre/ms5muSQLPPpwnUYFWnUWbKUzktVWbnrKK+t3MNbq/exYX8zY2aajwGF2XTPzSA7I43cDD85GWlkpAkV1c7w9YqaAGVVtew7WsWe4goaCJkcLK3m9VV7eX3VXkRgyqBCzhnTm0sm9mVgN4uZ7aQ6QT1yLXUf8FNgpIgMVdUtoe0loffcBo6r2968f+BJxhp1Jm60upqqjRvD5UT31Dl1cCVLsRTdnU5xRQ0vLtvFEx/vYNXuow3u5xMY1acrxw8s4PiB+QztkcfAbtn07pKFz9f84T81gSB7iirZdriMzQfKWL6jiKU7ithysCxqP1VYvO0Ii7cd4ZevreXU4d25YfogzhvX2+aWdDJRa9QlQcyMSpayzhJMdTbFFTW8sGwXjy/cwZo9jcfM0X2c4eWTBhQwpEcug7rl0KtLZqti5o4j5WzcX8qyHUUs3X6ErYeiR8u5Y+avXl/LjOE9uOGEgZw71mKmAVUNisgmoBfQF6hr1G0PvQ9o4NABMfulFGvUmbip2rIFakLJhdLTk2Kxb/dNUtWWLQSrqvBl2hCOjm7V7mLun72FV1fsobImWO8+I3rlcc7Y3pw2oicTB+STm9n28Jju9zGoew6Duucwc0TP8PbDZdUs3X6ED9Yf4O3V+9hdXBl13JyNh5iz8RDdcjO4ekp/bjtlCAMK7Ul0R1d7+DC1+yLLNiV6+GVsHao2bUKrq5GMjATWyLSHlbuKeWjuVl7+ZHeDMXNU7y6cO7Y3pwzvzqQBBZ7HzFOH9+C20Pa6mPneuv28vXo/e49Gx8zZGw8ye+PBcMy849Sh9CvIbnN9TEqry+rk7nVbHnofLyLp9WTAnBJ6/ySuNYsTUe2Qw0o7HRGpzMzMzKysrGx653ZSNGsWe779HcBpTA2b9XyCawRaU8O6KVPRUGNzyLPPkD0uFUYSmNZYvO0wf3l3I++tqy+zMUwZVMDFE/txzpheDO7e0GiM+FJVVu0+ypur9/Hqij1srGdYU5pPuHJyf75w5nCG9khMPU38lc2dy/Y7Pw2Av7CQEXPnJDwxhFZXs3bqtPADuqGznk+KURcmPhZvO8Jf3t3QYMycNriQC8b34dyxvRMeM99avY+Xlu9mc8zIB4B0v3DV5AF8/ozjGGIx0xNZWVlUVVVVqWqWl+cVEQU8Pa+IjANW4KxHV6iq1a7vVgNjgCtjkqggIi8AlwHXqerTXtWnvVhPnYmbZEqSUkfS08kcMYLK1asBp47WqOt45m46yJ/f2ci8zYeO+a4wJ52rpwzg+ukDGdG7SwJqF01EGN8/n/H987n7nBEs3naExxZu55VP9lBV6zwhrw0qTy/eybNLdnLppH588czhjEyCuhtvVUbNpxuT8AYdgGRkkDl8OFWhYaGVa9YmTTw33pm76SB/eXcjczfVHzOvmTqA66cPYnivxCcFdMfMr50zgo+3HuGJj6NjZk1AeXLRDp5evINLJvbjy2cNT4p4b1pORL4EfAln7bnvuLafDxxU1cUx+08EnsBJinKfu0EX8jvg38CvRWSuqu4PHXcVToNuC9HJVVKGNepM3LgTkSRDkpQ6maNHhxt1liylY9l8oJSfv7qGt9fsP+a7cf268rnTj+P8JJ6nJiJMG9KNaUO68aNLxvH80p3cN3sLO49UABBUeGHZbl5avpvrpw/invNGWga4DiRqPl0SJEmpkzVqVLhRZ8lSOpZNB0r52cur6+2Zmzggn7tmDkv6mHnC0G6cMLQbP7p0HM8v2cm/P9rCrqJIzHxx+W5e/mQ3N504iLvPGUl3i5kJJSIXAz+I2ZwhIvNd5Z+q6iuhzz2AUThz49xOBn4kItuATThLGgzFGUKZBnwAfIdjPQBcBFwJrBWRd0LXOB2oBG5uYGHypGeNOhMXqhqdxS2JnuxmjR5NceizJUvpGIrLa/jjOxv4z7yt1MakTps2uJAvnjWcM0b2TIqej+bKz0nn9lOH8qmTBjNr6S7+9v6mcIKVoMLjC7fz8vLdfOXsEdx2yhAy0nwJrrFpq6jlDEYnfj5dHUuW0vE0FTO/fPYIThvRI7ViZrYTM286cTCzlu3i7zEx85H523lh2W6+evYIbj3ZYmYC9QROjNkmMdt60rQ3gIHAdGASkA8cBWYDjwIPqmog9qBQEpVrcdayuxO4BGd9uueBH6pqvevwpQKbU9dBJNucupp9+9h4+hnh8oh5c0krLGz4gHZUtnAh2291pl/7unZl5IL5KfWLy0SoKk9+vINfvr6WovLoB2vThxRyz3mjOHFotw7x9xsIKq+s2MMf3l7P5gPRc0iG9sjl3svGcfrI5vweNMkoWFnJuilTIegMHxv28ktkDh+e4Fo5yuYvYPvttwPgz89nxPx5HeL/VGekqjzx8Q5+/fpajsTEzBOGdOPuc0dy0rCOEzNfXbGH3721/piMw0O65/CzKyYwY0SPBNUu9cRrTp3xjvXUmbhwD9FJ69MnaRp04AwlqhM8epTa3btJ798/gTUyrbHjcDnfeW4FszcejNo+oDCb7140hgvH9+kQNyZ1/D7hskn9uHB8H/47bxt/eHs9RyudBX+3HCzjtgcWcu3UAXz/krHkZ6cnuLampao2bAg36CQri4yhQxNcowj3UjCB4mJq9+0jvU+fBNbItMaOw+X8v2c/OWbe3IDCbL530Rgu6IAx89JJ/Th/XB/+M28rf3xnAyWhmLn1UDk337+AG6YP5LsXj6FrlsVMk/qs79nERdSE/1HJM58OnCfN6f36hcs2nCi1BIPKf+dt5YI/fBjVoMvN8POtC0bx9tdP56IJfTvUzYlbut/HnTOG8v43z+SWkwbjXgLq6cU7Of/3H/Le2mPnFJrkVrnaNZ9u5EjEnzxzmPwFBaT1jUxncc/9M8kvGFT+M28r5//hw6gGXU6Gn2+e78TMCztwzMxI83HXzGF8UE/MfOLjHU7MXGcx06Q+a9SZuIhKkpJEE/7ruNersxuU1LG7qIKb7pvPD15YRVl1ZKj8OWN68e43zuALZwwnKz15bobjqVtuBj+9YjyvfGUmE/rnh7fvPVrJHQ99zD1PLaekMiXnendK0fPpki9muh/OVdmDsJSx80g5N/57Pj98YRXlrph53tjevPeNM/jimZ0vZr705RmM7ds1vH1PcSV3PPgx33h6OWVVtQmsoTFtY406ExfJuJyBm7tO7rqa5PXu2n1c9KePmL/5cHhbQU46f7zheP596zR6d+2cw/zH9O3K8184hW+eP4oMfySkP7tkJ5f9ZQ6rdx9NYO1Mc0UllkrKB2GuZCkWM1PCW6v3cdEfP2LBlkjMLMxJ5083Tuaft0zttDFzXL98XvjSqdxz7kjS/ZFuu2cW7+TSv8xmzR6LmSY1WaPOeC5YXk711q3hcmaSDb+E2BsUy4CZzGoCQX7x6hrufGhRVDKUC8f34a27T+fy4/t32GFDzZXm9/HFM4fz8ldmMGlApNduy8EyrvjbHB5fuB1LipW8NBCgcv36cDlrTPJkvqzjzsZZZaMbklpNIMjPX13DZ/6zKDzvFuCCcX148+7TuWxSv04fM9P9Pr589ghe/vJMJrpi5uYDZVzx1zk8YTHTpCBr1BnPVW3YAKFgKDk5ZAwalOAaHct901SzYweB0tIE1sY0ZHdRBdf/cx7//HBzeFtWuo/fXDORv988lZ5dbL0ht5G9u/Ds50/hK2ePoO6erbo2yHeeW8HdTy6zoUVJqnr7drS83CmIkDlyZGIrVA93spTq7dsJ1tXXJJW6mPkvV8zMTvfzu+sm8febp1jMjDGqTxee+/wpfOnMSKbZqtog335uBV97chmlFjNNCrFGnfFcVJKUESOSasJ/nfT+/fHl5obLNkck+SzedphL/zybJduLwttG9MrjxS/N4NppAxNXsSSX5vfx9XNH8p87T6B7bkZ4+6xlu7nir3PYfshuxpONu+crY8gQfDk5CaxN/dIHDULq6qVKlatn0SSHhVsOc/GfPoqKmSN75/HSl0/lqikDOn3vXEPS/D6+cf4oHr7zBLq5YuYLy3Zz9d/msuOwxUyTGqxRZzyX7ElSAMTnixoWakMwk8uspbu48V8LOFRWHd52zdQBvPClUxnZu0sCa5Y6Zo7oyatfnckJQ7uFt23YX8oVf5vDoq2HGznStLfKJJ9PB07MzHL1IFrMTC7PLt7Jp+6bH7X23LVTB/DCF2cwvJfFzOY4fWRPXv1KdMxct6+EK/46h8XbLGaa5GeNOuO5ZE+SUseSpSSfYFD5vzfW8bUnl1EdcNbsSvcLv756Iv937SRyMmxpzZbo3TWLx+46kc+fcVx42+Gyam769wJmLd2VwJoZN3cDKXN08s2nq2NzkZNPMKj85o213PP0cmoCzrSHDL8zRP03104iOyP5Rsoksz75Tsz83OnDwtsOlVVz478sZprkZ4064ykNBqPWfUvGJCl17AYluVTWBPjS40v4y3sbw9sKc9J59K6TuG66DbdsrTS/j/93wWh+f/2kcHbM6kCQrz25jN+9uY5g0JIBJFrUcgZJmCSlTnSyFIuZiVZR7cTMv763Kbyte24Gj3/2RBui3gZpfh/fuXAMv7lmYjg7Zl3M/O2b6yyBikla1qgznqrZsSNqwn9WEk74r+O+eapavx6ttQnRiXK0soZb71/Iqyv2hreN6JXHC1+cETUUxrTelZMH8OhnToyaM/KndzfyjWeWUxvqFTXtr/bAAQIHDobLyTr8EqKTpVRu2IAG7d9NohRX1HDz/QuOiZmzvngqUwdbzPTCtdMG8uhdJ1GYkx7e9ud3N/L/nv2EgD0MM0nIGnXGU+71izIGDYpKRpJsMkeMAJ/zX0Crqqjeti3BNeqcDpZWceO/5rPQNc/r9JE9efYLpzCoe/IljEhl04d0Y9YXTmV4r7zwtueW7OILjy6hqjbQyJEmXtyjBPw9e5DWo0cCa9O4zJEjqUurquXl1GzfnuAadU4HSqq44V/zWbztSHhbXcwc2M1ippdOGNqNWV+MjplPLdrJlx6zmGmSjzXqjKfcw4gyk3g+HYAvK4uMoUPDZRuC2f52FVVw3T/mscq1QPZ10wZw/23T6JqV3siRprUGdc/h2c+fwomuHtA3V+/j0w8tsiUPEiAqSUoSz6cD8OXkkDF4cLhsMbP97Sqq4Lp/zotaIPvGEwZazIyjwd1zefbzp3DCkEjMfG3lXu56eBHl1RYzTfKwRp3xVFSSlCQeRlQnyzXnr8puUNrVpgOlXPv3uWw+WBbe9pmZQ/nV1RNJ81toiqf87HQevvMEzh7dK7xt9saD3Hz/Aopd2fNM/FWlyHy6Ou6Hddaoa191MXOLK2Z+7rRh/PzKCRYz46wuZp4xqmd420cbDnLzfRYzTfKwKGA8FbWcQRInSanjXnKh0jJgtpuN+0u4/p/z2F1cGd72jfNG8t2LxthaSu0kK93PP26ZymWT+oW3Ld1exPX/msdh11ISJr4qV7sbdSnwIMydNdiSpbSb9ftKuO4f0THzm+eP4tsXjraY2U6yM/z865ZpXOqKmUu2F3Hjv+dTVG4x0ySeNeqMZwJFRdTu3hMuJ/NyBnWyop46r2lkT+OVzQdKufHfCzhYGvkl+NPLx/Gls0bYzUk7S/f7+P31x/OpEweFt63dW8It9y+guMKePsdbsKwsai5vsg9Zh5iswevsQVh72HSglJv+Hb1u508vH8cXzxxuMbOdZaT5+MP1x3OTK2au3nOUWx9YyNFKi5kmsaxRZzxTuW59+LM/P5+0Pn0SWJvmcfcmBg4cpPbQoQTWpuPbdqiMm/69gAMlVYCTc+G3107ilpOHJLZinZjfJ/zsivF87rTIukyrdh/ltgcWUmI3KXFVuX49hNKjS04OGYMGNXFE4rmHiNbu3UvtkSON7G3ayomZ8zlY6sRMn8DvrrOYmUh+n/C/V4znMzMjc/I/2VnMbQ8spNTmJZsEskad8UxVTJKUVHiCmNazJ/7u3cNlmyMSPzuPlHPTvxew92hk+NCvrp7I1VMHJLBWBkBE+PaFo7lrRuQmZdmOIu586GNLBBBH7nm8WSNHIv7kXyg6rVcv/AUF4XKV9dbFTV3M3Hc08hDs19dM4qopFjMTTUT47kVjuOPUIeFtS7cXceeDFjNN4lijznjGPSctFYZeghOYLVlK/O0pruDGf89nV1FFeNvPr5zAdbZAbtIQEb538RhuOSmS3fDjrUe46+FFVNZY6u54iJpPNzb5k6SA8+/EkqXE357iCm7694JjYuY19hAsaYgIP7xkLDefFOlhX7j1MJ9+yGKmSQxr1BnPRCVJSZFGHViylHgrLncWFt9xOHJz8uPLxkXNSTDJQUT48WXjuGF6pLE9d9MhvvjoElugPA7cDaJUiplRyVIsZnquqLyam+9bwPbD5eFtP75sHDeeYDEz2YgIP7lsPNe7HlDO23yILz++1GKmaXfWqDOe0JoaqjdsDJezRid/5ss60TcolizFS5U1AT7zn0Vs2F8a3vb9i8dw2ylDElcp0yifT/jfKydw1eT+4W3vrN3PD15YiYbmf5m209paqtZH5iGnwnIGdaKSpVhPnacqawLc9fAiNh2ILFvwvYssZiYzn0/4+VXRMfOt1fv44YurLGaadmWNOuOJqs1b0JpQUoX0dDKPOy6xFWqBqEbd5i0Eq6oSWJuOIxBU7n5yGQu3Hg5v+/JZw7lr5rBGjjLJwO8Tfn3NRM4f1zu87fGFO/jTOxsbOcq0RPXWrWhdrPH7yRwxIrEVagF3A7Rq0ya02tK5eyEQVL72xDIWbYskn/nq2SP4zGkWM5NdXcw8Z0xk7c/HFmznL+9azDTtxxp1xhNV7qGXw4YhGRkJrE3LZAwdGqlvIEDVBgvCbaWq/OSlVby2cm9427VTB/D1c0cmsFamJdL8Pv54w2SmDi4Mb/v92+t56uMdCaxVx1G5xpVYathQfFlZCaxNy2QOHQrp6U6hpoaqzZsTW6EOQFX58UureH1VJGbeMH0gXzsndRr7nV2a38efb5zC5EEF4W2/fWs9Ty2ymGnahzXqjCcqXYvQptLQSwBJSyNz+PBw2d1ANa3zjw828/C8yPpbZ4zqyc+vmpASGVFNRFa6n/tuncawnrnhbd95fgXvrd2fwFp1DO6YmTk6dYZeAkhGRtRoDBuC2Xb/+GAz/3HFzDNH9eRnV4y3mJlisjP83H/bdIb1cMXM5yxmmvZhjTrjiaieuhS7QYGYZClr7AalLV5dsYdfvR75M5w4IJ+/3jSFdL+Fm1RUmJvBw3ecQM8umYAzROwLjy5h5a7iBNcstbnn76ZKtmA3S5binZeW746KmZMG5PPXT00hzWJmSuqWm8HDd0bHzC8+toQ1e44muGamo2t1xBCRzR69Nnn5A5n2p6oxyxmkVk8dQNYo9w2KNepaa+WuYr7+1LJweXD3HB64fTq5mWmJq5Rps4HdcnjojunkZjjrqFXUBPjsfxaFF5E3LaOq0aMbxqReo86SpXhjxc5ivvnM8nB5SPcc7r99OjkZFjNT2cBuOTx4+3TyQr/7yqudBDiHSi1mmvhpy2OgIR6+TAqr3X+AwOFIMoxUSs1dx31TVblunWWsaoUDJVV89j+LqKxx0jh3yUrjgdun0yMvM8E1M14Y1y+fv908FV9oNNju4ko+/8hiqmstbXdL1e7bR+BIJBlGZgplvqyT5RqRUbV2rcXMVthfUsln/xuJmfnZ6Tx0xwkWMzuI8f3z+fNNk6kbQburqILPP7rEYqaJm7b27T+kqr7WvoCHvfghTGK5h16m9e5NWmFhI3snp0zXAuTBkhJqdu1OYG1ST1VtgP95ZDG7iysB8An89aYpHNczL8E1M146fWRPvntR5GZ+0bYj/NCWOmgxd5KUtD59UjJmukdkBIqKqN23L4G1ST1VtQH+57+L2ROKmX6f8LdPTWGIay6WSX1njurFdy6MPDReuOUwP7KlDkyc2IBt02bRE/5Tb+glgL9rV9L7R9aYsWQpzaeqfP/5lSx2peH+3sVjOW1kzwTWysTLp2cM5ZqpA8LlJz7eEZXgwTTNPcQ7FefTAfgLCkjr0ydctiGYzaeqfO/5lSzZXhTe9sNLxnLq8B6Jq5SJm8/MHMZVUyL3F48v3M5/51vMNN5rS6PubuDxNl7/MeDrbTyHSbDKVavCn1NpAd1Y7mGjliyl+R6cs5WnF+8Ml6+bNoA7Tx2SuAqZuBIR/vfK8Uxxpe3+ycurmbPxYOIqlWIqV7uWM0jB+XR1opOlWMxsrgfmbOUZV8y8YfpAbj15cAJrZOJJRPj5lROiljr48UurmWsx03is1Y06Vf2jqr7Vlour6luq+se2nMMkXlSjbty4BNakbdw3KJWuzHSmYYu3Hebnr0b+rKYNLuSnloa7w8tM8/OPW6bSN99ZWy0QVL78+FL2FFckuGapoXL16vDnlH4Q5p6LvGp1I3uaOgu3RMfM6UMK+cnlFjM7uqx0P/+8eSp9ukZi5leeWMq+o5UJrpnpSGz4pWmT2iNHqNm1K1zOTuVGnesGpWq1Neqacqi0ii8+upTaoDM3oG9+Fv+4ZSqZaf4E18y0h15dsvjXLdPITHN+jRwuq+ZLjy2lJmBJABrTkWKmu+7uh3umfgdLq/jy40sIhGJmv/ws/n7zVDLS7FasM+jVNYt/3Rr5+z5YWs2XH1tKrcVM45E2RRIROUtEbhWRsc3Yd2xo3zPbck2TXKpcE/79hYWk9e2bwNq0TdbYyD/jmt27qXVlpzPRAkHla08uY2/oKWOaT/jLTVMsa1snM2FAPj+9fHy4vHjbEX7zhq1Z1hh3j5a/oIC0fv0SWJu2cY/MsJjZuEBQ+doTy9h31Elpn+4X/vopi5mdzcQBBfz4ssj/m4VbD/ObNy1mGm+0ZZ26gcArwPeBHc04ZAfwPeBlEUnd32ImSkXM0MtUHkKS1rcv/m7dwuXKlfbkuSF/eXcjH22IzAf4zkVjmDo49TL4mba7bvrAqMQp//pwM2+u2pvAGiW32OHqKR0z+/SJjpk2BLNBf3pnA7Ndc6i+e9EYJg+ymNkZ3TB9IFdNjiRO+ecHm3lrtWWPNW3Xlp66u4AM4FuqWtLUzqF9vglkA59uw3VNEnH/Enf3dKUiEYl68mzDier30YYD/OGd9eHyheP7WGKUTu6nl49nVO8u4fI9Ty9n+6HyBNYoeXWUOchgMbO5PtpwgD+9uyFcvnhCX24/ZUjiKmQSSkT42ZXjGdk7suTPPU8tY8dhi5mmbdrSqDsXOKCqs5p7gKq+COwDLmzDdU0S6Ug3KABZ4yINU7tBOda+o5V87Yll1C2xM6R7Dr+6ZmJK9zaYtsvO8PO3m6eQm+HMpyyprOWLjy2hsiaQ4JolH4uZncve4mNj5i+vnmAxs5PLyUjjb5+aQk4oZh6trOULjy6hqtZipmm9tjTqRgMft+K4RUBqLmZmogSKi6nZERl52xFuULLHR+YHVaxamcCaJJ9gULnnqeUcKqsGIDPNx98+NZWuWekJrplJBsf1zOMXV08Ml1fsKrb5dTGOSZIyPvVjpvXUNSwYVL7+1LJjYmYXi5kGGN6rC7+4akK4vGJXMb99c30jRxjTuLY06nKB4lYcVwzkNbmXSXrutNz+/HzS+6f+VEn3DUrt7j028d/lgTlbouaE3HvZOMb265rAGplkc9mkftxyUmS9rftnb+GjDQcSWKPkEhUzUzxJSh13BsyaXbssZrrcN3szczcdCpd/bDHTxLj8+P586sRB4fK/Ptxsa36aVmtLo+4I0LsVx/UOHWtSXEea8F/nmIn/liwFgNW7j/Lr1yO9LueP680N0wcmsEYmWX3v4jFRc0W+8fRyjoR6Kjq7qDnIHSVm9u2LvzCS8MPdcO3MVsb0VF80oQ/XW8w09fj+xWM5rmduuHzPU8spKreYaVquLY261cBJIpLd3ANEJAc4OXSsSXFRC+h2gKGXYBP/61NZE+CrTyylOrSWTu+umfzyKptHZ+qXle7njzdMJsPv/HrZd7SK7zy3Aq2bVNSJdbT5dFBPzLQHYVRUB/jak8uoCTj/5vt0zeLnV9o8OlO/7AwnZqb7nX8fe49WWsw0rdKWRt1LOEMwv9+CY76Pk/3ypTZc1ySJ6OUMUjvzpVvWeHejzubV/fK1tWzYXxou/9+1kyjMzUhgjUyyG9O3K9+6IDJ1+vVVe3l68c4E1ig5dMRGHdi8uli/eG0NG0MxUwR+d90kCnIsZpqGje+fzzfOi8TM11ZazDQt15ZG3T+BvcC3ReT7ItLguUTEJyI/AL6Nk/3yn224rkkCgZISarZtD5c70g2Ke45IRSe/QXlv7X4emrs1XL5rxlBmjuiZuAqZlHHnqUOZMbxHuPzjF1ex7VBZAmuUWIGiImp2Rm7SOlLMtAyYEe+t3c9/5m0Llz8zcxinuP4fGNOQz8wcxinHdQ+Xf/ziKrYe7Lwx07Rcqxt1qloOXAVUAj8GtojI/4nITSJybuh1k4j8H7AFuDe079WhY00Kc88N8eXnkz5gQCN7p5ZjkqUcPpzA2iROUXk133r2k3B5dJ8ufPMCS1xrmsfnE/7v2knkZzuZ/spCQ9ICwc45pKgjJpaqY8lSHIfLqvnmM5GYObZvV+45b2QCa2RSic8n/Pa66Jj59ac6b8w0LZfWloNVdb6InAw8AowH7q5nt7pB5KuAm1V1eVuuaZJD1DCisWM61FyBtD598HfvTuCQk7WsctUq8mbOTHCt2t9PXlrNgZIqADLSfPzpxslkpvkTXCuTSvrkZ/GLqybwhUeXALB0exH3z97MZ087LsE1a38VHTCxVJ20fv3wFxYSCDXmKlevJu/UUxNcq/Z374urOFjqxMzMNB9/vOF4i5mmRfrmZ0fFzCXbi3hwzhbumjkswTUz9RGRH3p1LlX9SVvP0aZGXagSnwATReR84GJgMtAdpzF3EFgGvKKqr7f1WiZ5uBt12R1oGBHUTfwfS9mHHwGds1H39up9PLc0sp7WN84bycjeXRJYI5OqLprQl6sm9w//e/rtm+s5Z0xvhvXsXCvbxGa+7EjqkqWUzZ4NOD9rZ2vUvblqLy8u3x0uf+uC0YywmGla4aIJfbn8+H68sMz59/R/b67j7DG9Gdojt4kjU4OITAXOBU4ATgT6AVWqmtXC8xQAFwGXAMcDg4EgTjLGx4C/qWpNPcc9BNzWyKk/r6r/aGY17gWUSAdWaymQ+EZdHVV9A3jDq/OZ5NZRJ/zXyRo3LqpR15kUl9fw3edXhMuTBxXw6Rn2lNC03g8vHctHGw9yoKSKqtog33rmE5783Mn4fR2nt6opnSJmhht1nStmFpVX871ZkaRaUwcXcvspQxJXIZPy7r10HHM2HuRgaTWVNUG+9cxynvzsyfg6Rsz8AXC5B+f5BvA9nIbcUpwkjD2BU3EajNeIyPmNTPl6Ayc3SKx19WxrzBzg/hYe43YXcEobjg/zrFFnOo9ASQnV2yITwTviDUr2+PHhz50tWcpPXl7Nftewy99cM7FT3Xwb7xXkZPCzK8bzuf8uBmDRtiM8PHcrd84YmuCatY9AcTE1O3aEy1mu+NJRdOZkKe6h6plpPn5tMdO0UWGuEzP/5xFnGObHW4/w8Lyt3HFqh4iZ84DlwMehV30Nq+YoBX6O0yMXHlokIiOAt4EZOFn3v9vA8b9U1fdbeW23jar6cGsPFpEz8KhR15bsl6aTqlyzJvzZ16UL6QM73oKqnTVZyrtr9/HskkiGvrvPGcnwXjaEyLTd+eP6cOmkSHKQX7+xttNkduvISVLqRCVL2bmTQFFR4irTjt5dGz1U/Z7zRnJcJxtabOLjgvF9uXhi33D516+v6xAZhFX1V6r6I1V9WVX3teE8v1TV77kbdKHtG3Cy7QPc2Ja6NsNyYHuTezVuB/BJk3s1Q5sadSIyXkTeEJEjIrJWRP7Hi0qZ5BY1N2Ts2A414b9OWu/e+LtHUgt3hifPxRU1fPe5yBCiSQPy+czMDvFU0CSJH182ju6hNQ4ra4J869lPCHaCzG4VKyP/rzpakpQ6af364S8oCJfdDdmOqriihu88FxmqfvxAG6puvPWTy8bRLRQzK2oCfOuZzhEzPVCXlDGuT9BUdbKq3tvGc/xQVSd7UZ9WN+pEpB/wAVAI3A68DPxVRL7sRcVM8uroc0MgNPF/fOdaUPdXr69l79FKADL8Pn5z7STS/NaZb7zTLTeDn1weGXq4cMthHl3Y1oecya8jJ0mpU5cspU5nGLb+i1fXsO9oaKi634aqG+91z8vkp66YuWDLYZ74eEcjR5iQuqcrjQ3tvEpE/iwifxORb4rI6PaoWDy15Y7t80ABzjIFL6jqN4D5wFe8qJhJXtGNurGN7JnaohYhdz1p74gWbzvCYwsiN9dfOXu4Zbs0cXHxxL5cNKFPuPzr19ayv6QygTWKv87wIAyif7bKlR27Uffx1uib66+eM8KyXZq4uHhiXy4cH4mZv3xtTXgOp2nQV0PvLzSyz5eBL+G0Z34NrBaRv4pIyuYbaUujLif0vse1bS/QrQ3nNEkuUFpK9dat4XJHW87ALeoGZVXHHUpUEwjyXdcQopG98/jc6Z1vHTHTfn582Xi6ZDm/N0uqavnpy2uaOCJ1HZskpbPEzI7bqKuuDfI9V4bg0X268NnTbNiliZ97LxtHl0wnZh6trOV/X0nYPUmGiKyq75WoCsUKTQU7BygCflnPLkuB/wFG4rRlhgFfDO3/BeA3LbjWac14zRSRKSLSq20/WdPa0qh7C2ddhm8BiMgE4HzgPQ/qZZJU5YoVoM54bl/XrqQPGpTgGsWPO0Nd7Z6Omyzl/tlbWLevJFz++ZUTSLdhlyaOenbJ5P9dEBnp8tLy3Xy4/kACaxQ/7saNLz+f9P79E1ib+MrqJMlS7pu9mfX7SgEQgZ9fZTHTxFfvrll884JR4fKsZbuZveFgAmuUnETkdOCPOOu+3amqu2P3UdU/quo/VXWDqlao6hZV/RtwGlANfFlEmpsB8H2cdk9jr/dxsnzuEZE18cw/0uooFFpM/GfAt0XkELAEWI/TnWk6qIrlkQQ92RMnIr6O+4ssrVcv/D16hMuVHXAI5o7D5fzh7fXh8g3TBzJtiHW2m/i76YRBTB5UEC7/4IWVVNYEElehOKn4xBUzx4/vkElS6qT374e/sDBcrlixopG9U9OOw+X86Z0N4fJNJwxiyqDCRo4wxhufOnEwkwbkh8vfn7UiETGzWlXH1fdq74rEEpGJwCwgA/iqqj7fkuNVdSXwIuDH6elrju3NeO0ADuF0hI3CyT/ySEvq1lxtuiNX1R8CI3AWzjsDmK6qexo9yKS0iuXLw5+zJ05MYE3iT0Si16tb7knG2aShqvzoxVVU1gQB6J6bwbcvTPl5wiZF+HzC/14xIZxYYtuhcv763sYE18p7UQ/CJk1KYE3iT0SifsaKZcsb2Tv1qGro4YMTM3vkZfCt8y1mmvbh9wn/e+UE6nLxbD1Uzt86YMxsDRE5Dmcx8QLgXlX9cytPVffEpm+je4Wo6hBVHdrEa4iq9gLygVuA3cCNInJtK+vYoDZ3s6jqVlV9XlXnqGrHe8xqwlQ1ulF3fMe+QYHon9H9s3cEr6/cy7tr94fL37t4DAU5GQmskelsxvbryp2nDgmX//HBJjbuL2n4gBRjMbNjxczXVu7l/XWRYcI/uGQs+TnpCayR6WzG98+PWoD87x9sYuP+0gTWKPFC2fjfAvoAf1TVH7fhdHXd7p7/oapqiao+itMLWAvc4fU1Ou7YuTgSkfdFRBt5XdDAcbeKyEIRKRWRwyLyqoh4sop8e6jZtYuAa15Z1oQJCaxN+4h66vzJJ2gwmMDaeKesqpZ7X4rM9TnluO5cObnjzvUxyetr54ykX34WADUB5XvPr0S1Y6zDVLNzZ+eOmStWdJiYWVJZw49dMXPG8B5cNqnjLSJvkt/Xzx1JX1fM/MGsjhMzW0pECnF66IYCDwJ3t+FcmcDFoeLitteufqq6DpgDTPX63Naoa5tngYfree2K3VFEfhf6bjzwNrAQOBf4UESubK8Kt4V7KE3G4MGkFXb8eQRZEyY4M+GB4NGjUZk/U9lf3tsYtb7Sz67o2HN9TPLKzUzj3ssi0zEWbDnMS590jFH8UTFzyJDOFzOLi6neui3BNfLGX951xcw0Hz+1mGkSJDZmztt8iNdWNrYcW2oTkS+JyFoR+UXM9hzgVZz76qeAz2gTrVsRGSUil4uIP2Z7T+AJYCDOwuVzvfwZ6rELZ6iop1q9FkOokbJQVZ9owzluxJmH9/XWniPBvqGqW5vaSUTOwnl6cAg4WVU3hLafjJMV50EReV9Vj8Sxrm1W8UnkBiVrUseeT1fHn5dH5vDhVG1whllXLFtO5rDUTl299WAZ93+0JVz+7GnDGNYzL4E1Mp3deeP6cM6YXry9xhkO/ItX13DOmF7kZKTsckFAzBzkDj6fro4TM4+jaoMz16di+XIyhw1t4qjktvlAKQ/MicTM/zn9OIb2yE1gjUxnd/64Ppw5qifvhYYD/+8razhzVC+yM/xNHJl4InIx8IOYzRkiMt9V/qmqvhL63AMnwUjsPLf/BU4CAjjDGe+v70GLqt7uKvbFSaZySETW4jSueuH0mnUBdgLXNdU49EBPwPO5Bm3pqfsacF4br38ekQUCO7J7Qu8/q2vQAajqPOAfOJMn70xExVqiM96gQMebI/KzV1ZTHXCGRPXpmsUXzrQ16Uziff/isWSE0sLvKa7k7+9vSnCN2s6d+bKzPAgDyHIPwVy+LHEV8chPX15NTcC5x+tfkM3nbR1PkwR+cMlY0v1OI2ZXUQX//DBlYmZP4ETXC5zMkO5tPZtxnrqhD37gJuC2Bl5u64E/4CREOQ64EpgWKv8YmKiq64kjEekDzAQ8T6ne1uGXeSIyqLUvoMN3D4hIFnB2qPhMPbvUbbu0fWrUOsHqaqpWRxYIzp7YiRp1kzpOo+79dfvDvSEA3714TMr3hpiOYUiPXD49M9Kj888PN7PjcHkCa9Q2waoqKte4YmZnehAWFTNTO2vwe2v3h3tDAL570ZiU6A0xHd+wnnncOcOVNOX9Tew8kvwxU1UfUlVp4vWQa/97Q9tujznP7c04j8Qcs1tV71bVk1W1r6pmqGoXVZ0auk5cR8yJyEnAa0AW8JjX52/r3dzVoVdrCc4Cganq0yLSHQjitP5nqer2mH1GA5nAAVXdWc85loTek/oxbtWaNWhNDQCSmUnWqJEJrlH7cd+gVK1fT7CsDF9u6g29qa4N8pOXV4fLJwzpxqUTm5W115h28cUzh/Ps4p3sL6miujbI/76yhn/c4vlc8nZRuXo11MXMrCyyRnbSmLluHcHycnw5OQmsUetU1wb5qStmnji0GxdN6JPAGhkT7ctnjeC5Jbs4UFJFVW2Qn7+6hr99KjVjZioSkXebuWsuTjKX7jhtn/eB+72uT1sadR+S2g0yL3w/pvx/IvJTVf2pa9ug0Ht9DTpUtUxEioBCEemiqkmZz9v9tDVr3Dgko/Okvs847jh8eXkES0shGKRixUpyTzqx6QOTzMNzt7L5QBkAPoEfXTbWJvqbpJKXmca3LxzN159yesRfX7WXuRsPcsrwHgmuWcu5e/Wzxo9D0jtP6vvM447Dl5tLsKwMgkEqV60iZ/r0RFerxR6au4XNByMx897LxlnMNEklLzONb18wmnueduLNqyv2MnfTQU45LvViZoo6o4X7lwL/BH4Qj2XgWt2oU9UzPKxHqvkQuA8nO84enGw51+A08n4iIkdV9Y+hfeuGmDbWJ16GkwUnjyYmTorIqga+imsrqzMtOh5LfD6yJ06gbO48wPmzSLVG3f6SSv74Tng6JzeeMIhx/fITWCNj6nfF8f15ZP42lmwvAuDel1bx6ldmkuZPrWTNnXUOMoD4/WRNnED5PCfvQcXy5SnXqNtfUsmf3oks7PypEwczpm/XBNbImPpdObk/jyzYxtJQzPzxi6t55SszUi5mpqjmrDWnQAWwA1iqqlXxqoz9jbeCqv5QVR9R1c2qWqGq61X158AVoV1+LCLZoc91j/Ua69VM+kd/7gn/nWEB3VhZKT6v7rdvrKe0qhaA/Ox07jlvVIJrZEz9fD4J9Yg45fX7Snlkfuqlxa90jW7oTHOQ66T6XOTfvL4uKmZ+/dzOM3zWpBafT7j30sgSB+v2lfD4wtiZQCYeVPXhZrz+o6pPq+r8eDbowBp1nlLVN4FFONksTwptrut5a2wSVt1kgyZXsFfVcfW9gOrW1rsptYcOUbNjR7jc2XrqAHKOPz78uWL58pRa6HPd3hKeXhz5+/v6uSPpltt5hs+a1DNxQAHXTh0QLv/xnQ0UV9QksEYtU7N/PzW7d4fLnfFBmLtRV75sWUrFzNW7j/LMksiMiXvOG0mhxUyTxCYNLOC6aZGY+Ye3N1BSmToxs7MJrZf306b3bBlr1HmvboxbXQaKusclA+rZFxHJxRl6WZQK8+nSevYkrW/nS66R5WrIBg4dombXMevLJ61fvLaGYOh+aljPXG46cVDjBxiTBL55/mhyQ1kGj5TX8I8PUiZdN5WukQ1pffqQ3rt3AmuTGO5GXeDAQWr3pM6C8r94bQ11bdDhvfK46QSLmSb5feO8UWSnOzHzUFk1//xgc4JrZNxEpKeIfFlEFgKrge96fQ1r1Hmvbt2Mul63dUAV0FNE6mvYTQm9J23e59hFxzvjRPG0wkIyBg8OlyuWpcZwotkbDvK+Kx33ty8YTbqNszcpoGeXTD57WmQ9sAdmb2F3UUUCa9R8nXk+XZ20bt1IHzgwXE6VIZgfrj/ARxsOhsvfuXC0zU0yKaFX1yw+e9qwcPnfH21mT3FqxMyOSkSyROQGEXkZZ6HzP+Csi1cEPOD19SxSeUhEeuIsKAihpQpUtQKoS3l6TT2H1W17Ob61az27QXGk2iLkwaDy81cj62SdMKQb547tfD0GJnV95rSh9OqSCUBVbZD/e3NdgmvUPO6HPp06Zrrn1aXAg7BATMw8aVg3zhrdK4E1MqZlPnvaMHq6YuZv34zrOtqmASJylog8COwDHgUuwlkk/XHgMqCPqn7G6+tao66FROQkETlTYrqrRGQI8DzO3LkXY9ak+13o/fsiMsJ1zMnA54CjxGG9Ci9oIEDlJyvC5c444b9OqiVLeX7pLlbvORouf/fiMZ2yl9WkrpyMtKgEFc8v3cWq3cUJrFHTtLaWilWRJMXZkzrfHOQ6UY26T5J2MErYc0t2snZvZBbE9y6yZV9MasnNTOPucyIx89klO1m9+2gjRxiviMgEEfmViOwA3gJuw8mZ8SahqViqerOqvqyqcZnwaI26lhuN0/O2S0TeF5EnRGQ2sAY4FVgFRLW+VfVt4I84iw4uE5FZIvIqztII6cCdqnq4PX+I5qrevNlZawjA5yN7/LjGD+jA3DcolWvWEKyKaxKjNqmsCfBbV6/GpZP6cfzAgsRVyJhWumbqAEb2dlaGUYVfvLo2qZNuVG3ciJaHVrBJSyNr7NjEViiB3KMbKletQqvjls+rzSqqA1G9Gpcf348JA2zZF5N6rps2gOG9XDHztTVNHGFaS0T6icg3RGQZsAz4JtAfWAp8HRigqhfiLGcQd9aoa7kFwN9x1qcbC1wNjMf5y7wHmK6q+2MPUtWv4axnsQY4FzgFeAc4XVWfbY+Kt4b76WrmiBH4chtL4tmxZY0ciWRlOYWaGipXrU5shRrxwJwt7C6uBCDD7+Nb59sSBiY1pfl9fPvC0eHy7I0H+WD9gUaOSCz3MMOsUaPwZWc3snfHljVqFJLhZI3U6moq1yXv8NkH5mxh79FIzPyGLftiUlSa38d3XDHzow3JHTNT3HbgV8BEYBvwc2CMqk5T1T+o6r72rIznjToR6SEiXxORR0XkDRH5luu78SJymYjkNHaOZKaqa1T1C6o6VVV7qWq6qhao6smq+rvQHLqGjn0o9BedGzrmAlWd3Z71b6mKZcvCnzvz3BAASU8ny9VTmaxDMA+XVfP39yKZAm87ZTADu6XsfzljOHNUL04e1j1c/sWrawkEk7O3zuYgR0hGBlnjXDEzSefVHSqt4u/vW8w0HcdZo2Nj5pqkjZkprq4dtRv4MfALVU3Y0ytPG3UicgOwGfgtcCNwDs5wxTojcOadXe3ldU38lC9aHP6cPXlyAmuSHFJhQd1/fLCJEteiuV86c0QTRxiT3ESE7140Jlxet6+EF5Yl57Ii0Q/COu98ujrRyVKWJa4ijfjre5uiFhq3mGlSXWzMXLu3hJc/2d3IEaaV/gkcAfrhZLPcF+rUukhE2n00pGcXFJGZwCM46fvvBqYDsTOMXwaKgau8uq6Jn9qDB6nesiVczpk+LYG1SQ5RNyhLlybd3J59Ryt5eO7WcPnzZxxHfk564ipkjEcmDMjnskn9wuU/vL2B6tpgAmt0rNiYmT1lSiN7dw7uh4HlixYlXczcU1zBIwu2hctfPNNipukYJgzI51JXzPz9W+upCSRXzEx1qvp5nHWprwZeANJwOrVeAvaIyB9EZHp71cfLVuR3gBrgHFX9k6oujt0hlO1lLdB5s22kkPLFS8Kf03r3Jr1//wTWJjnkuG5QavftS7pFyP/87gaqQje6PbtkctvJQxJbIWM89PVzR+L3Oc8Ktx8u56lF7TL3vNncIxvSevcmfUB9S5N2LjlTIw3bZIyZf3pnY/jhQO+umdxqMdN0IHefMyIcM7ceKueZxTubOMK0lKrWqOrzqnoV0Af4AjAf6Al8JfT5FAARGd3giTzgZaPuJGC+qjY1Jm0HTqvWJLnyRYvCn3OmTbPUzkBaz55kDBkSLpd/vKjhndvZ9kPlPLEwcpP75bOGk53hT2CNjPHWkB65XDct0lD687sbqKwJJLBG0coXRxp1FjMdaT16kDF0aLicTDFz68Eynl7kjpkjyEq3mGk6jmE987hmSiRm/umd5IqZHY2qFqnqP1T1VOA4nHl2m3FGLgqwSkSWisg3RWSQ19f3slGXDRxqxn5dgeQaf2HqVb7Y3aibmsCaJBf3MNTyRR8nsCbR/vD2empDE6EHFGZzw3TP44UxCffls0aQ4Xd+de07WsUj87c1cUT7iXoQZsPVw3KmJX/MHNgtm+umDUxwjYzx3lfOicTMPcWVPLpge4Jr1Dmo6hZV/bGqjsDpqfsHcBiYhJMxc7PX1/SyUbcNJ6Vng0QkLbTPRg+va+IgUFJC1Zq14bL7l3JnlzM9MjzafROXSOv3lfC8K3HE184ZSUaarVhiOp5+Bdl86qTIA4u/vR9JcpFIgaNHqVprMbM+0Q/CkiNmrttbwgvLI4kj7raYaTqo/gXZ3HSiK2a+t5GyJIiZnYmqzlfVL+CMVLwSJ2mk5wuQexnBXgaOE5EvNrLP13HGmz7v4XVNHFQsXeqsWgn48/PJOO64BNcoebhv1mq2badm3zHLEra73765ru6vi+N65nLlZJv/aDquL5wxnOzQMLnDZdU8MHtLE0fEX/mSJZGYWVBgMdPlmJi5P/Ex83dvRWLmiF55XH68xUzTcX3xzEjMPFRWzYNzEh8zOyNVrVXVF1T1apz2kKe8bNT9EmdB7j+JyH9F5JrQ9l4icomI3IezKN924E8eXtfEgXveQ/a0aYjPnmDWSe/Xj/R+kYxSiR5OtHxHEW+siqxvec95o8ITo43piHp2yeTOGUPC5X9/uJmi8urEVQioWOSOmVNtPp1LbMysWHxMHrV2FRsz3Ql4jOmIenbJ5I5Th4TL//xwM8XlnncUmRZQ1WKvz+nZnbqqHsRZl2418CngydBXF+Kk+bwTWA9cEI8fxHgrasL/VJtPFyuZhhP97q314c/j+nXlgnGeP/wxJul8duZxdMlKA6CkqpZ/fuj59IQWcT8Is6GXx4qKmQlOlvJbV8yc0D+fC8ZbzDQd3+dOc8XMylr+9dGmBNco9YnI70JrdLflHDeKyO+8qI+n3S+quhZnAuBVwN+BV4E3cRbkuxGYkMiV1k3zBCsrqVixIly2Cf/HynbdtFUksFG3dPsRPlh/IFz+xnmj8NkTZ9MJ5Oek87nThoXLD8/dyuGyxPTWBSsqqFi1KlzOmdZuyxKljGzXw8FEPghbvO0IH7pi5j3njbReVdMpHBsztyV8hEMH8DXgvDae4zzgq22vireLj/9ORH6gqkFVnaWqX1LVS1T1QlX9jKo+qaqWRzUFVCz/BGqcbnnJySFrzJgE1yj55LqSpVRt2EjtkSMJqcef3tkQ/jxpYAFnjOqZkHoYkwh3nDqUwtBC0eXVAe6fnZjeuorly6HWSTzgy80la/SohNQjmbkbulXr1xMoKkpIPdwxc8qgAk4faTHTdB63nzqUglDMLK2q5f4kmI/cAeSJyKDWvoA8ryriZU/dl2gi+6VJDVFLGRx/PJKWlsDaJKf0wYPx9+wRLifiyfPyHUW8ty7yxPmrZw+3J86mU8nNTOOumYl/8hw1B3nyZIuZ9cgYOgR/9+7hcvmSJe1eh2U7iqJGNnz1HOulM51LXmYanz41sm7kQ3O22ty6trsa2NKG19VeVcTLRt1Oj89nEqTC1lpqkohEzZtJxBBM9xPniQPyOXNUr3avgzGJduvJg8nPjjx5TkQmzKj16Ww+Xb1iY2Yi5tW5Y+bxAws4bUSPRvY2pmO67dQhdHXNR37AMmG2xYcevD4IvbeZl48TnwduE5Euqlri4XlNO9KaGsqXLQ+Xsy1JSoNypk2j5LXXgfa/QVm5q5h31kbSgn/lrBH2xNl0Sl2y0rlrxtBw8osH52zl0zOGkR8aYhRvWl1NxbJl4bI9CGtYzrRplLzxBtD+oxs+2VnEu66Y+dWzLWaazqlrVjqfnjGM37/txMwH5mzhzhlDww/HTPOp6hmJroOblz1r9+IsV/CqiEz28LymHVWuWYOWlwMg6elkT7QRtQ1xL0JeuXYtgZL2e5bxR9cT5/H9u3L2GOulM51X7JPnB+e235PnipWr0KoqACQjg6wJE9rt2qnG3eCtXL2aYFlZu137T+9sDH+eOCDf5h+bTu32U4dEZcJ8aM7WxFbIeMLLRt0LQBVwKrBIRHaKyFwRebee1zseXtd4qHxRZCmDrAkT8GVlJbA2yS1z+HD8+flOIRh0FmxvB6t2F/PW6sgaS9ZLZzq7rlnp3DkjMk/kgdlbOFrZPvNE3HOQsydNwpeR0S7XTUWZI0bg69LFKQQClLt6OONp5a5i3l5jMdOYOvnZ6dzhmlt3/+zN7RYzTfx42ag7Azgx9FmAfsBJoe31vUwSsrkhzSc+X9TSBuUft88i5O55IWP7duXcsb3b5brGJLM7ThlKl0znyfPRyloebqcnz+Uxi46bhonfT86UKeFyew3B/PO7kZg5rp+NbDAG4NOnDiUvATHTxI+XjbqhLXgNa+AcJoE0GKTCvei43aA0qb0n/q/de5Q3VrmeONu8EGMAZw2mO04dEi7fN3sLJXF+8qyBABWLI1kc7UFY09xDMCvaIWau2WMx05j65Oekc/spQ8Ll+2ZvobSqNnEVMm3mWaNOVbe15OXVdY13qjZsJFBc7BR8PrIn29TIpkRlwFy5kmBFRVyv9/f3N4U/j+7ThfOsl86YsDtnRJ48F1fU8OiC7XG9XtW6dQRLS52C30/O8cfH9XodQVTM/OQTgqH5iPHy1/cic+lG9+nCuWMsZhpT59MzhpKb4QecmPl4nGOmiS9bgsCElc2dG/6cNXYs/rq5D6ZBWWNG48vNdQq1tc4ixHGy/VA5Ly3fHS5/4czh+Hz2xNmYOgU5Gdx68uBw+f7ZW6isCcTtemULFoY/Z40dG4kFpkFZY8ci2dlAKHNoHGPm1oNlvLpiT7j85bNGWMw0xqUwN4ObT4rEzPtmb6aqNn4x08SXZ426VqygbpJM2bxIoy73lFMSWJPUIWlpZLvmiJTNnx+3a/3ro00E1fk8uHsOF43vE7drGZOq7jh1KJlpzq+2AyVVPLtkZ9yu5X4QlnvSiY3saepIRkbUvDr3n6HX/vnh5nDMHNojlwssZhpzjE/PGEpGKGbuO1rFc0t2JbhGprW87KnbSvNXT9/s4XWNB4LV1VFzwnJPOTmBtUkt7pu5srnz4nKN/SWVPLUocnP6udOOI81vHe3GxOrZJZPrpg0Ml//5wWZqA0HPrxOsro5K9GEPwprP/WcVt5h5tJJnF7tj5jD81ktnzDF6dc3imqkDwuV/frCJQN3TEJNSvLwrbGil9NnANkBxsmLOBz7y8LrGAxXLlqGh+WCSlWXz6VrAfYNSuXJlZF6ihx6cs5XqWufGtGeXTK6a0t/zaxjTUXzWdQO//XA5r63c6/k1Kpa6YmZmZlSPvWmc+6FhvGLm/XO2UB1qzPfumsmVFjONadDnThtG3TOPrYfKeW3lnsYPMI0SkR4i8jUReVRE3hCRb7m+Gy8il4lIjtfX9TJRyhmqemY9r9NVdRgwDpgLBIELvbqu8YZ7CEzO1Kn4MjMTWJvUkjlqFP7u3Z1CMEjZ/AWenv9oZQ2PzIvkFrprxlCy0v2eXsOYjmRgtxwundg3XP7b+5tQ9fbJc1TMnDbNYmYLZI4ahb9bN6cQh5hZXFHDo/MjCR/umjGMzDSLmcY0ZHD3XC6e2C9c/nscYmZnISI34IxI/C1wI3AOMNq1ywjgeeBqr6/dbuO3VHUdcCVO4+7H7XVd0zxl8yJDYGwYUcuIz0fuyZEnz2Vz5nh6/v/O20ZJKM1w16w0bjrRpqQa05T/OeO48Oc1e47ywfoDnp4/aj6dxcwWOSZmzvN2Xt0j87eFU7PnZ6dzo8VMY5r0P6dHVhtbtfsoH244mMDapCYRmQk8AlQBdwPTcUYpur0MFANXeX39dp2Uo6oHcIZf3tCe1zWNCxQXU7liZbhs8+laLnqOiHc3KJU1AR6csyVcvvXkIXTJSvfs/MZ0VKP7dOWs0ZFFpv/mWg6krQJFRVSudMXMU61R11LxmldXWRPggdmRmHnbyYPDy1wYYxo2rl8+Z4zqGS7/zbUciGm27wA1wDmq+idVXRy7g6rWAGtxOrk8lahMC7ZQTBIpW7gQgs7cA3+3bmSOGpXgGqUe901dzc6dVG/3Zq2Xpxft4GBpNQBZ6b6oxZWNMY37gqu3buGWwyzedtiT85bNXwChoUn+7t3JHDnSk/N2JlExc/t2qnd6k6X0qUU7OFQWiZm3uRZXNsY07gtnDA9/XrDlMIu3HUlgbVLSScB8VW1qrZYdQN8m9mmxdm3Uichk4AycxCkmSUSn5T4J8VlWxZZK792bjOGRG0gveusCQeVfH0USxd4wfRDd82zejjHNNW1IN6YPKQyX/+5Rb11UzDz5ZIuZrZDepw8ZwyLDvcrmtD1m1gaC/OtDi5nGtNb0IYVMHRyJmf/4wLsRDp1ENnCoGft1xUkg6Skv16n7YSOvX4vILJyhl5nAP726rmm7ctfQFxtG1HpRw4k8mFf3xqq97DjsZNfz+4S7Zg5t8zmN6Ww+7+qte3vNfjbuL23zOW0Osje8Hrb+2sq97DzixMw0i5nGtJiIRI1weHvNPrYcLEtgjVLONmBiYzuISFpoH8/Ht3r5ePFe4Eeh99jXN4DLcMaZ/lRVf+fhdU0b1OzaRfW2SMepe/K6aZm8U08Nfy6bvwCtrW3T+f7t6qW7eEJfBhR6nv3WmA7vzFG9GNk7L1x+wDVHtTWqd+ygZseOcNnmILdeVKNu/nw0EGj1uVSV+1wx85KJFjONaY0zR/ViWM9cwBllfv9sW1q6BV4GjhORLzayz9eBPjgZMD3lZaPuDuDO0Hvs61PAWUBvVb3Xw2uaNnI/cc4YMoT0fv0a2ds0Jmf6dEh3kpgES0qiEim01OJth1m6vShc/szMYQ3vbIxpkIhw14zI/59nF+/kUGlVq8/nHiaYMWwY6X36tKl+nVnOCSdAmpPEJFhcTOXq1a0+18dbj7B8Z2S9u7ssZhrTKj6fRN1zPLN4J0dC81RNk34J7AH+JCL/FZFrQtt7icglInIf8HNgO/Anry/u5Tp1DzfyelxV31dV68NNMtFpue2Jc1v4cnLIOf74cLm0DcOJ/v1hpDfhxKHdmDAgvy1VM6ZTu3xyP3qE5lZV1QZ5ZH7rExnZUgbe8eflkj1pUrjclnl17pENJw/rzvj+FjONaa0rJ/ene24GAJU1QR6Z710qDBGZKiLfFpHnRGSXiKiIVLbhfAUi8gcR2SYiVaH3P4pIQSPH+EKLg68QkQoROSAiT4vI2NbWA0BVD+KsS7cap0PrydBXFwIv4HR+rQcuUNXiek/SBl7OqbtVRJr8DSciJ4nIrV5d17SeBoOUzZsfLtsNStu55yS29gZl68Ey3li9N1y2Xjpj2iYzzc9tJw8Ol/87fyuVNS0f6qeBAGULIgtlW8xsO/fDxNbOq9tysIy31+wLlz9zms2lM6YtstL93OKKmQ/P2+ZlVo8fAL/AWbu6TcPDRKQ7sBD4KlALzAJKgK8AH4e+jz1GcBpbvwcGAK8Aq3AWA18kIie2pU6quhaYhLMO3d+BV4E3gQdwFiOfEFq723NeDr98CLirGft9GnjQw+uaVqpau5bAkVC6Wp/PGQpj2iTXNa+uYvlyAqUt75x+YM6WumzpDOuZG7XWljGmdT510mCy0p1feQdLq5m1dFeLz1G5ahXB4tDD1bQ0i5kecDeMy5cuJVhe3uJz3D97czhmHtczlzNGWsw0pq1uOWkwmWl1MbMK0rK8OvU84CfApThzy9ri98AI4DlglKper6rjgT8Dw4H6cnjcAVwDbABGq+o1qnoGcC1O9spHQ8lMWk1Vg6o6S1W/pKqXqOqFqvoZVX1SVVs/ebgJicjD7CMOaTxNy7nn02VPmIC/a9cE1qZjyBo7Fl9+aNhPbS3lCxe26Pii8mqeXhRZr+nTM4bi84mXVTSmU+qWm8HVUwaEy/fN3oJqy34VuXuSsidNwp+X61n9OqvsCRPwdeniFGpqKF+0qEXHHymr5pnF7pg5zGKmMR7onpfJVa6YqRnexDtV/ZWq/khVX1bVfU0fUT8R6YMzxLEG+IKqurPTfRM4AHxKRGLXxr4n9P4t9/VV9VngReA44PLW1iuREtGoGwYcTcB1TYzS2bPDn3NsPp0nxO8n96STwuWWLm3w6ILtVISGhcXehBpj2ubTM4Yiofv9jftLeX/9gRYd7x5SbXOQvSFpaeScGOnxbOmw9Ufmb6OyJghA99wMrprS39P6GdOZRS0L4mtT51U8XIjTjvkwtnGoqlXAS4A/tB8AIjIUGAtU4Ay7jPVM6P3S1lRIRD4lIptF5NxG9jkvtM/1rblGY9r0NyQiP4zZdHw929zXGgWcBrzVluua+rXkmXOgtJTyjyNPRPNmzPC+Qp1U7qmnUPLGG0DL5ohU1QZ4aO7WcPmWkwaTle73unrGdFrDeuZx9uje4flX9320mTNHNW+oXqC0lPJly8Jlm0/nndxTTqH07XcA52Fj7GP1hlTWBHh4XiSBw80WM43x1HE98zhnTC/eXrM/0VWpT12WpSUNfL8EJzHJJNe2us8rVbWmgWPc+7XULUAu8F4j+7wL5AG3EUmk4om2NrvvxWlLSOj9+NCrMfuB77bxuqYemtONZTuKOH5gQZP7ls2eDaF11PwFBWS7sjaatsk9JTKvrnrLFqp37CBj4MAmj3tp+R4OlDip1jPSfFGTlI0x3vjMzKHhRt2cjYdYtbuYcf2azpRYNns21Dj3AP78fLInTIhrPTuTvJkzqXvMXr1pU7Nj5ovLdztzfbCYaUy83DVzWLI26gaF3nc28P3OmP1ae0xLjAc+iRkKGkVVa0VkeWhfT7V1+GXd2nR34jTsZlP/OnV1a9WdCQxW1YZa1aYtfOk87OrpaUzpe++HP+edfhrit6ebXskY0J+M4ceFy6XvNfbAxqGqPOhaFPmqyf3DKdiNMd45YWg3JrqWCHlwztZmHef+f5x7+mlIWtINRUpZGQMHtipmPjA7EjOvnmIx05h4OHFoNyZElgjJEJFV9b0SULW80HtD2ZXKYvZr7TEt0QOn86op+wHPMzq1qVHnWofuIeAD4OUm1qr7IDTO1cTJy5/sZn9J48t9aCBA6Ycfhst5Z5wR51p1Pl3OPDP8ueTdpm9QFm07wqrdkammd5xqKbmNiQcR4dMzIv+/XlwW6e1piAYClH4QiZnu/9/GG1ExsxmNugVbDrN2b0m4fKfFTGPiQkScuXXBBjufEqUuI1JDs4/qy5jU1DFtdQgn0UpTjgOKvL64l4uPn6mqv/bqfKZ1agLK4wt2NLpPxfJPIksZpKWRa/PpPJd35lnhz+WLFhEoKWlkb3jI1VtwynHdGdWnS7yqZkynd+H4vvTs4vTqVAeCPLGw8cXIK5YtI1BU5BQsZsZFnqtRV/5xy2LmjOE9GNHbYqYx8XLJxH5I+SGAalUdV98rAdWqCxINpeXMCb2XtuCYuu2lDXzflDnAdBGZ2dAOIjIDOAFo3cKcjUhE9ksTZ48s2EZ1bbDB791DW3KmTcPfxX4Zei170kT8hYVOobaWso8+anDf3UUVvL4qstj47acMiXPtjOncMtJ83HyiezHybdQEGomZ778f/pwz3WJmPGRPmhQdM13ZmWPtPFLOm6sjMfOOU4fEuXbGdG5+n9Tb7ZVgdU/jGkoTPiBmv9Ye0xK/D72/KCJfE5Fw41FEckXka8ALOD2Fv6/n+DbxtFEnjptF5GkRWSYim0JpO2Nfm7y8rqnj9CYfKKnitZV7GtzLfYPS5cwz4lulTkr8fvJOPz1cbmwI5n/nbyMQdP7uBnbL5uwxzc39ZoxprZtOHES637lN2Xe0itdX7m1wX/dwQBt6GR/i95N32mnhcmNDMP87fxuhkMng7jnNzmBqjOlQlofepzTwfd32T+o5ZryIpDfzmGZT1Xk46+B1BX4LHBWRPSKyG2c5t98CBcA3VbXhp/2t5FmjTkQygDeBh4GrgYnAUGCI6zU49G6D3+OhNjKX7qEGEqZU79xF1YYN4bLNp4ufvLMiN3+lH32E1h47Hr2yJsDjrqFft508BL8tnGtM3PXsksmlE/uFyw3GzB07qN4YeQ6ZZ426uHH/2ZZ98GG9MbOiOsATCyNTDG49eYgtNm5M5/Q6EARmikjUkx0RycRZay4IvFa3XVW3AGuAbODies55Tej95dZWSlX/gJMY8g2gEugN9Al9fh04U1V/19rzN8bLnrp7gLNx/iBGAP/F6TrKBMbgLH9QBvxGVW3YZxxIdSSZz9LtRSzbUXTMPu5euoxhw8gYbCmg4yXv1FORdOdBULC4mPIlxyZ9fWHZLorKnTTp2el+rp3WdBpvY4w3bnMNdV687Qif7Cw6Zh/3cPWM4cc1K9W+aZ3cGadCKGYGioupcK0LWGfWsl0UVzgxMyfDz7XTGhpFZYzpCETkSyKyVkR+4d6uqnuAx4EM4G8i4k5J/GugJ/CYqsYOw6hrUP3a3RgUkauAy4AtwKy21FlVP1TVi4AuOA26PkAXVb1YVT9s/OjW87JxdT1wGLhJVTfhtI5R1RpVXaeqP8FpFd8jInd6eF0TIsFapg0uDJfrW97AfYNivXTx5cvNJefEE8Pl0pghmM4yBlvD5aun9ic/u77RAMaYeJg0sIApgwrC5fp662zoZfvx5+WRO316uBw7BFNVoxKkXDN1AF2zLGYak0pE5GIRmV/3Cm3OcG8TEXcvWg9gFNC3ntN9DdiEM0JwrYg8ISIrgK+Ett9dzzEPAM/jdECtDU0Zew94Bqc37eYGFiZvMVUNqur+0Kvhidse8bJRNxxYqKp1azwEAUQkvABaaPzoHOALHl7XuNzumjAeu7xBoLSM8oULw2WbTxd/UUMwY25Q5m+OTsl928lD2qtaxpiQ212p8F9evocDJZHlDQIlJZR/vChctqGX8ef+M3avpwowb/Mh1u2LxMxbLWYak4p6Aie6XuAsNeDe1rM5J1LVg8B04M84PXZXAvnAX4ATQt/HHhMErsUZYbgbuASYgNPQm6aqnmelbC9eNuoCOJMA69Q17mL/YnbhtLhNHJw/rg99umYBxy5vUDZ3DlrjPHzw5eeTPXlyQurYmXRx9YZWb9tG1ebIYrkPzY18njnCUnIbkwgXju9D766R5Q0eWxCZ41o2ezaE5nX5CwrInjQpIXXsTNyNuurNm6neti1cdvfSnTayJ8N7tXZ9YGNMoqjqQ6oqTbwecu1/b2jb7Q2c74iqfkVVB6lqZuj9y6p6uJE6BFT1d6o6XlWzVbWHql6tqm1eRF1ExorIQ6HEkBUiEmjg5fnCf1426nYBg1zljaH3k2L2m0jr138wTUj3+7j5pMhfg3t5A/dTz7yZM5G0tNjDjcfS+/Ujc/TocLn0vXcB2FVUwVur94W3W0puYxIj3R+9vIE7ZrqH/+Wdfhri9x9zvPFWxoD+ZI4YES7X/R3sOFzO22tcMdOWfjHGJBkRORn4GLgVJzFkKc7yCPW9Gl9UuhW8bNTNB8aJSHao/Gro/Y8icqGITBCRP+MkTVng4XVNjBtPGERGmvNXe6CkitdX7UWDQUo/+CC8j82naz9dXEMw625QHl+wPZySe1C3HM4YaSm5jUmUG08cRIY/EjPfXL0XDQQo+yAyn92GXraf+oZgPrYwEjOHdM/h9JHNGp1ljDHt6Rc4mTX/APRQ1Z6qOrShl9cX97JR9yxQDpwLoKobcX6ogTgZMZcBXwzt8/88vK6J0T0vOlX3I/O3UbF8OYHDoZ5ov5+8mTMSVLvOx32DUrFkKeUHD/HEx5EhXjefNMhSchuTQD3yMrl4YmQO/iPzt1GxbBmB4mJnQ3o6uTMsZrYX90PH8sWLKT9cxJMfRx5q33zSYIuZxphkNA1Ypqpfb2z4Z7x41qhT1VdUta+qvujadg9wE/A08DbwV2CKqq7z6rqmfu4hmAu3HGbZq5Feupxp0/Dn5yeiWp1S1rhx+Hv2cArBIC++MIeDpdUAZKT5uHaqpUg3JtFuPikyBHP+5sMsf2N2uJw7fRr+PJu/1V6yJ03EXxjK5FxbywuzPuJwmRMzs9ItZhpjklY1keln7S7u68Wp6hOqeoOqnh+auLih6aNMWx0/sIDx/buGy49vLAt/7nrB+YmoUqclPh9dzoj01j2+tjj8+dKJ/SjMzUhEtYwxLlMGFTCmbyRmPrEhkmUx7+yzE1GlTkv8/qjMwY+tLgp/vnRiP/JzbBkDY0xSmo2TSTMhPGvUichhEfmg6T1NexARbnE9eX6722jK0zLB56PLuecmsGadU5fzzgNgS9c+LPd3C2+/5WRb/N2YZBAbM9/sNoYKfwb4fHQN/f817afrBRcCsLlrX1akWcw0xqSE7wIDReSeRFzcy/SHacBOD89n2ujSSf342StrKKmspSI9i/cGTOHaXgHSevRIdNU6ndyTTsSfn88rg08Jb5vQP59JA2wYrDHJ4vLj+/GLV9dQUhWKmQOncE1vJa2nJeVob+GYOSQSMycNyGfigILEVcoYYxo3BXgQ+LWIXAq8hdM20vp2VtX/eHlxLxt1q4D+Hp7PtFFORhrXTOnPg3OddX5eGXoyd860eSGJIOnp+M69gHcrIr3yt5w0GBGb7G9MssjNTOOqKf15eJ4TM18eegp3nGbrRyaCpKcj517Au5UTw9vc8x6NMSYJPYTTgBPgNGBmA/tJaL+kbdT9GfiPiMxQ1dlN7m3axbUFFTwY+rwlvx8bxo3lxITWqPN6f8xpVKyoACCvpoKLhlkD25hkc01BOQ+HPm/J78fGceM4IaE16rzeG30alStDMbO6nIuGWQPbGJPUfkIDvXLtwctG3WzgPuANEbkPeAlncb3K+nZW1e31bTfe6j7nHSYdyGJ5T2cx18fWFHHipARXqhNSVZ7aF1m4+NxtC6n9MA2uvCJxlTLGHKPX3HeYeCCHT3oOB+Cx1Uc4YeKQxFaqE1JVnt4fmfZ/3raF1H6UAZdfnsBaGWNMw1T13kRe38vsl1uBz+Asuvcl4A1gDbClntdmD69rGqDBIEfffJNLtswNb3ttxV4OllYlsFad08Ith1m/vzRcvmjLPI6+/loCa2SMiaXBIEdffyMqZr5qMTMhFmw5zIb9kazNF22dz9HXXk9gjYwxJrl52VP3IQnscjTHqli+nNo9ezhJ9tG9ophD2flUB4I8tWgHXzhjeKKr16k8uiDSMT15/zoGlB2kbM5cAkVF+AsKElcxY0xYxbJl1O7bx8lygMLKoxzJ6moxM0H+O39b+POUfevoX3aQ0jlzCBw9ir9r10aONMaYzsmzRp2qnuHVuYw3Sl5/A4A0DXJp7U4ewsm0+NiC7fzPacfh81mSjvZwuKya11fuDZcvPbTK+VBbS8k771Bw9dUJqpkxxq2uJyhNg1we2MlDjAXgiYU7LGa2o8Nl1by5yhUzD65wPtTUUPLOuxTYsHVjTBITkRnA5cAIoAtOYpRYqqqeLoIa98XHTWJoMMjRN94Il288cRB19yM7j1Qwe+PBBNWs83l28U6qA0EAenbJ5LwpQ8LfHX3VhmAakww0GKTEFTOvO3FIOGZuP1zO3E2HElSzzuf5pbuoCTgDf3p2yeScKZGslzZs3RiTrMTxAPABcA9wGXBGzOt012dPxa1RJyIjRORkERkZr2uYhlUsX07t3tCTTp+P4y46h7NG9w5///hCy1PTHlQ16s/6umkD6HbRBeFy2fz51B45koiqGWNcKpYupXb/fqfg9zPy4nM4Y1Sv8PePLdzWwJHGS6rKUx/vCJevnjKAbhe6YuacuQSKixNRNWOMacr/ALcDi4FzgedC20cBF+IseRAEfgMM8/rinjbqRCRbRH4lIoeAtTgZMb/t+v4OEVkiIsd7eV1zrLqhlwA506eT1qMHnzpxUHjbW6v3sb+k3sSkxkPzNx9m80Fnsr8I3DB9ENlTpkQWMw4EKHnrrQTW0BgDRCXhyD3pJNIKC7nphEjMfHPVPg6UWMKUeFu+s5h1+0rC5eumDSBn2jT83bs7G2prKXn7nQTVzhhjGnU7UAZcqKrvACUAqrpBVd9Q1TuBG4FvAMd7fXHPGnUikovT3fgNoAp4hWPHkH6I80Nc79V1zbE0EODoa5EhKl0vOB+A00b2pF9+FgC1QeXpRTsTUr/OxN1LN3NETwZ2y0H8frpcEHny7P67Msa0Pw0EooZedgnFzDNG9aRP10jMfGaxxcx4e9LVS3fCkG4M65mHpKXR5bxzw9uPvm5ZMI0xSWkMME9V68brK4CIhNe0UtVncHryvuH1xb3sqft/wDTg38BQVb0sdgdV3YTTg3eOh9c1McrmzosMI0pLo8v5zg2K3ydcPz3y5PmJj7cTDFrC0niJTZDifurf1TWcqHzBQmoPHGjXuhljIsrmzY/8H0xLo8s5zq+oNL+P66YPDO9nMTO+yqtreWn57nDZ/Wff9YILw5/L5s61mGmMSUY+wJ20ojz0Xhiz3wZgQjwu7pXrcdaq+6KqNjZGZRswwMPrmhjFs2aFP+edfjpp3bqFy9dNHxCe/L/jcAVzNlnClHiJTZBy9pjI/Jzs448nrW9fpxAMUvzSy4moojEGKH7++fDnvNNOI60w8vv3+ukDwzFz26Fy5m22hCnx8uqKvZRW1QKQl5nGRRP6hL/LmT4tEjMDAYuZxphktIvoNk7dZOzJMfuNBGq9vriXjbpBwGJVDTSx31GObbEajwRKSih5++1wOf+Ky6O+75ufzVmjI40LS5gSH/UlSEn3R/67ic9H/uWRzuzi559D1XoAjGlvx8TMmHT5/QuyoxOmLLCYGS/uBCmXTupHTkZk1aVjY+bzFjONMclmCTBWROqC15s4U9F+IyJjRKSLiHwTmAos9friXjbqyoAezdhvKGCPOuPk6GuvoVVOR6m/oIAup59+zD432uT/uKsvQUqsgiuuCH+u2rCRypWr2qt6xpiQlsbMN1bttZgZB5sPlLJw6+Fw+XrX0Ms60TFzA5WrVrdH1YwxprleBLoBlwCo6nLgCWAisBIoAn6J00v3Pa8v7mWjbjFwgogcG4lDRGQcThfkPA+va1yKZ70Q/tz14ouRjIxj9jl9ZE/6uhOmLN5xzD6mbR6rJ0FKrIwhQ8ieOjVcdg8BM8a0j+LnZ4U/d7300npj5pkxCVOeXWIJU7z2lCtx16jeXZg0IP+YfTKGDCF7ypRw2WKmMSaZqOrjQDbwkmvzbcB3gY+BjcCrwNmqutDr63vZqPsLzg/ynIgMj/1SRAYD/wld8y8eXteEqCoVS5aEy/lXXlnvfml+H9dNc03+X7jDJv976HBZNW80kCAlVoFrqFfxK68QrLIeAGPaS9WWLVQsjYyAKYgZelnnmIQpCy1hipdqA8GohvJ10wciEps82+EeHnv05ZcJVlfHu3rGGNNsqlrlnoqmqjWq+ktVPUlVR6nqpar6UTyu7VmjTlVfAn6PM050nYisxEnleZ6ILMLJ9DIZ+LWqvu/VdY1LMBj+mDliOFnjxja4q3vy//bD5czdZCNivTJr6a4GE6TE6nLBBUiW0wMQLC6m9L332qWOxhgofiEysiFz5Egyx4xpcF93zNx6qJz5WyxmeuW9dQfCQ1rT/cKVk/s3uG9XV8wMFBdT+v777VFFY4xpkojcKiKnNGO/k0TkVq+v7+ni46p6D3ADsAIYizM5sB8wBdgE3KKq3/HymsYlEMlRk3/FFQ0+6QToFzP5/8lFNgTTC6rKU64/y6unRCdIieXPy6Pr+eeFy0U2nMiYdqGBQNRw9fwrr2w0ZvYvyOa0kT3DZXdSD9M27rXpzhvbh265xw6BrePv0oUu50bWrHMPnzXGmAR7CLirGft9GnjQ64t72qgDUNWnVPV4oDdwAnAyMFBVx6jqo15fz0SEBwP5fHS99NIm93dPRH9j1V6Kym0YS1ut3HWUtXtLwuVrpzW9eod7mGzZR7Op2bc/LnUzxkSUL1hA7d7QMGm/n/xLL2nymOtdw9ZfW7mX4oqaeFWv09h/tJL31kVi3nX1JEiJ5c7qXPrhh9QetKV5jDEpxYfrtt3Lk8aFqh5Q1UWqukBVd8XrOuZYuTNOJb1Xw0P+6pw1uhc98pwnotW1QV5YtruJI0xTnlwUSZAybXAhx/XMa/KYnBNOIL1fP6cQDHL0pRfjVT1jTEiRq4cn77TTSOvRdPLms8f0DvciVdUGeXG5xcy2enbJLgKh+Yn98rOYMbzpv4fck04irU9oDTtbs84Yk3qG4Szx5qm4NOpEpK+IXC0iXw69rhaRfvG4ljmWO+1zY9L9Pq6aEulJetKGE7VJZU0gqmHsTkbTGPH5yHf9nRU9P8vWXzImjgKlpZS89Va4nN/MmJmR5oua7/W0DVtvE1WN+jO8ZtpA/L6Gh8DWEb+f/MsjvXXFz9k6n8bEk7pyNphoIvLDuldo0/HubTGvn4jIk8BpgOfZL9Oa3qX5Qg23PwGXc2yDUUXkBeCrqmr5oOPE16ULeWef3ez9r5s2gH99uBmA1XuOsnJXMeP7H5tK2jTtjVV7KamsBSAnw8/FE/s2+9j8K6/g4N/+BkD1pk1UfvIJ2ZMmxaWexnR2Ja+/jlZWAuDPzyfvzDOafex10wZy/+wtAHyys5g1e44ypm/XONSy4/t465Go9Tyvndr0cPU6+VdczqF//hMIrVm3ejXZ48bFpZ7GdHbFL7yI1thw8wbcizOUUkLvx4dejdmPs8yBpzzrqQs16OYBVwGVwAvAH3EaebOACuBKYK712sVP14suwpeZ2ez9h/fqwpRBBeHyU/bkudXcf3aXTOxLbmbzn5lkDBxIzvTp4XLRs895WjdjTMSRJ58Kf+568cX46lmbriGj+nRh0sCCcNlGOLSe+8/u1ON61LueZ0Myhw4le/LkcLnoqac9rZsxJuLIY49Zb3jD7gDuDL0EmB3aVt/rU8CZwGBVXVLv2drAy+GXPwcGAo/iVPYqVf26qt6tqlcDg4D/AgOA//XwuiZEfD4Krqp/bbrGuIcJzlq6i8qaQCN7m/rsOFzOnI2RFOfNHXrpln/VVeHPxS+/TKCkpJG9jTGtUbFiBZUrVoTLBddf1+JzuBOmzFq2i6pai5ktVVJZw6sr9oTLzUmQEqvgmmvCn4tfeslipjFxEBszTTRVfTj0egj4AHjZtS329biqfqCqcVmU2MtG3YXAFuB2VT0c+6WqHsFpxW4BLvbwuilDRLJE5Mcisl5EKkVkt4g8ICLNH3PS2PnT0lo1ZO+SSf3ITvcDcLSyljdW7W3iCBPr6cWREcXDeuYydXBhi8/R9cIL8Oc7Q1+1vNxSdRsTB0cefSz8OXvqVLJGjWrxOS6d1JesdOfXZ1F5DW+t3udZ/TqLl5bvoSL0ADE/O53zxvZu8Tm6XnwRPouZxsSVO2aaxqnqmar660Rd38tGXR4w372KeqzQd/OBXA+vmxJEJAt4B/ghzp/VC8AOnO7YJSJyXKLqlpeZFjX/6+lFNuWxJQJB5RnX0Mvrpg1sdL2rhviyssi/+upw+cjjj9twB2M8VHvkCEdffTVcLrzxxladp0tWOhdNiMTMpyxmtph7bdQrJ/cnK/RgsSV8WVkUuEY4WMw0xluxMdM0TkRyRGSQiOTGbM8XkV+IyMsi8lcRGRqP63vZqFuDs9B4U/oBaz28bqr4LnAKzrzDkap6vaqeCNwD9AQeSGTl3GvWzd54kB2HyxNYm9Qyd9NBdheHki74hKtc2fFaqvDGG5yMAUD1li2Uz5vnSR2NMaEsidXOepz+7t3pet65TRzRMPcQzI82HGBXUUWb69dZrN17lOU7isLl1gxXr3NMzJw/v63VM8aEFD3zTDhmtvxRdaf0fZwRiWPqNohIBs69/7eAi4DPA/NEpOXDE5rgZaPuD8BpInJ+QzuIyHk4aTz/4OF1k56IpANfDhW/qKqldd+p6u+AT3D+7KYmon7grKk2rEfkwcIzi+3Jc3O5J/ufOaonvbpmtfpcGQMHknvazHD5sA17MMYTGgxy5PEnwuWCa69BWpAgJdYJQ7sxpLuT2EMVnrHeumZzx8wJ/fMZ26/12UMzBg0id+aMcPnIYxYzjfGCBgIUuWIm/pb3pndCZwNbVHWRa9tNwGjgPeB8nDZQL+Bury/uZaPuQ+BvwIsi8h8RuVhExodeF4vIf4AXgb8CH4S6J8MvD+uRjGYABcAmVV1az/fPhN4vbbcaxRARrnU9LX1m8c7wgrCmYUXl1by5KjKfpi1PnOt0+9Snwp9L33uPmt22wLExbVX20UfU7Aw1vHw+Cq+/vk3ni42ZTy/eQdBiZpOqagM8v3RXuNyaBCmxCm+6Kfy55J13qdmzp5G9jTHNUfrBh5H7D78ffHFZ2rqjGQSsj9l2BRDEyTnylqp+HVhHHPKLePk3tBX4ApCOk7LzRWB56PViaFsG8EWcrkn3a7OH9UhGddlLGkpfuiRmv4S4ekr/8MKvu4oqmLvpYCKrkxJeWLab6oCzKGePvAzOHN2rzefMnTGD9EGh5xzBIEeeeLLN5zSmszvs6sHpcvZZpPdt/jqSDbl6ygDq1sreeaSCeZsPNX6A4a3V+ygqd9a7ykzzcdmktq9wlDdzJun9Q8Peg0GOPPVU4wcYY5p0JCpmnt2qXAGdUCFwJGbbKcCKmDW6P8FZMcBTXvfUfYiTzvPDBl4NffeRh/VIRnU9kQ2Nz9kZs19C9OqaxZmjeobLtv5S09xr0101ZQDp/rb/lxKfj8IbbgiXi55+mmBVXLLfGtMpVO/YQdmHkV8zrU2QEqtPfhZnjIo8yLF1Ppvm/r1y0YS+5Gent/mc4vc7c+tCip6OzAMyxrRc9datlM2eHS67e8NNo/biyi8iIuOAHjjtH7e4DOvwrFGnqmeEUnm26uVVPZJUXui9oewjZTH7NUhEVtX3wukFbTP3cKI3V+2jqNx+MTZk5a5iVu0+Gi5fN82TlSkAKLjqSiS0iHzgyBFKXn/ds3Mb09kceeIJZ+IbkDF0KDknn+zZud1Drl9buZfiUC+UOdbOI+XM3hgZAeLFcPU6+VdfHZ4jGTh4kKNvvuXZuY3pbI48/nj4c8bw48g58YQE1ialLAVOFZHjQ+W7cRpwL8fsNwLwfG6NDZBtH3V91g21zJOmT/us0b3okef8YqwOBJnlmvtgoj3teio/ZVABw3t18ezc/oICul56Sbh82Cb/G9MqwcpKip95NlwuvPFGT4cRnTW6F91zQzGzNsgLyy1mNuSZxTvr2tYM6Z7DScO6eXbutMJCul50UbhsCVOMaZ1geTlFzz0fLhfedJMNvWy+X+K0rRaJyCGc9bmXA+/W7SAivXCmWy32+uLWqGsfJaH3htbnywm9lzbwfZiqjqvvBXjSpZbu93HVlEiPk62/VL/KmgCzlkUesnj5xLlON9dwh8rln1CxfLnn1zCmoyueNYtAcTEAkp1N/hWXe3r+jDQfV02JLGNiQzDrFwxq1Bqo17ZyPc/GFN4UGVZbsWSJxUxjWqH4xRcJlji3rb7cXPIv8zZmdmSqugC4HJiNMxTzEeAyVQ26drsJp13g+RAszxt1InK6iPxQRP4uIg808Lrf6+smue2h94bG5w2I2S+h3MMIV+85yspdxQmsTXJ6a/U+iiucYVbZ6f6oxdu9kjV2LNmTJ4fLh+7rbP9tjGkbDQQ49MCD4XLBVVfh79r69PkNcT/UWbnrKKt2W8yMNWfTwfBafj6Ba6Z6N1y9TvbEiRYzjWmD2JiZf8UV+PMa6o8w9VHVV0JT0sap6q0xCVJQ1T+oaqGqPur1tT1r1IlINxH5AKeL8V7gc8Dtjbw6k7rHhVMa+L5u+yftUJcmDe/VhSmDCsJle/J8LPefyUUT+tIlq+2T/evT/dN3hj+XvP02VZu3xOU6xnREJW+9Rc320LMyv59ud9wel+uM6N2Fya6Y+bSNcDhG9HqevejdhvU8G9P9rk+HP1vMNKZlSt58s11ipokPL3vqfg/MBFYDXwUuAc5s4HWWh9dNBXOAYuA4EZlcz/fXhN5jJ1ImzPWutYNmLd1FZU0ggbVJLrGT/a/3YJ2lhuSddRYZw4Y5BVUOP/hA3K5lTEeiqhz6933hctcLLiBjgPe9Q3XcvXXPW8yMcqQsZj3PeMbMM8+MiZkPNn6AMQZo/5hpvOdlo+5SnNT8J6vqn1X1VVX9oKGXh9dNeqpaDfwlVPyLiIT7skXk68BEYLaqfpyI+tXn4on9yMnwA3C0spY3Vu1NcI2Sx7OLd0VN9p8+pDBu1xKfj+6fjjx5Lp71AjX798ftesZ0FOXz51O5alW47O71jodLJvYlO92JmcUVNby5el8TR3Qes5btcq3nmclZHqzn2RAnZkb+rotnzbKYaUwzlM2dS+Xq1eGyu9fbayKSJSI/FpH1IlIpIrtD07Oa3YoUkdtFRJvxujXmuIea2P9/WlCHzSKySUSGusrNfW1q/p9Y83jZqPMDC1S1yWQfndTPgAU4ixBuEJEnRWQ+8FvgEHBHIisXKy8zjYsnROaJ2RBMRzCoPL048mcRj8n+sfIvvYS03r0B0JoajvznP3G9njEdgXs+Ve6pp5I1dmxcr9clKz1qbu3TFjMB5+m/e+jl1VP6e7KeZ2O6Xnopab2chqPW1HDkv4/E9XrGdASH7ov00uXOmEHWmDFxuY6IZAHvAD/EWcrrBWAHzn3wEhE5rpmn2gg83MBrlmu/2ccc6XijgWPXNf+nYQgwFEh3lZv7GtqC6zSLl5F1CTDYw/N1KKpaiTP09Kc469VdgfOX+jAwWVU3JqxyDXAPK5yz8RA7Dje0zF7nMW/zIXYeiUz2v3pK/IcmSEYG3W67LVw+8vgTBI4ebeQIYzq3ytWrKZszJ1yO5xNnN/cQzNkbD1rMBFbsKmbt3pJw+do4ZAqO5YuNmU88QaDUnjcb05CKlasonzc/XO5+113xvNx3cTo45gEjVfV6VT0RuAfoCTRrnomqzlbV2+t7AW+GdpujqpsbOMUvGzj+veb+IKrqC73Wx5Sb9WrudZrLyxP+FDheRK7w8JwdiqpWqOoPVXW4qmaqap/QP6CkfKQ7dXAhw3pGsh7Zk+foHsszRvWiT358JvvHKrjuOnyhrH3BsjKOPPFku1zXmFR06P7IPUHWuHHknHRSu1x3+pBChvVwYqYqPLvEEqa4e+mmDS5keK+8drluwfXX4evirB0aLCmh6Mmn2uW6xqQidy9d1oQJcVtsXETSgS+Hil90j+5T1d/hJAw8TUSmtvFSN4fe/9vG86QUzxp1qvouztoL/wqNi70ptLzBafW9vLquiR8RiXry/MzinQSCDa2f3vEVl9fw2srI3EL30g/x5s/LjVqD6fB//kOwqqrdrm9MqqjeuZOjr70WLnf//+3dd3hU1dbA4d9KJwUIoSc0QYogSFUQBVQQFbAjelWavYAKKOpVQP1ULNjrtWAXxQtSrFeRIooggiBSpZcAIZAQ0rO/P85kMpNM+iRnZrLe55nncPZpew7DYtacXW4YW20T54oIV7jEhc9X7SGvBsfM9Kxc5rnO51mFA6QUFhwdTeyIEc71I++9R16WV6ZzVSqgZO3cSep33znX4264oSpjZl+gLrDNGPOHh+2zHcuhFb2Ao39bH6z5m2vUrznefvQXDWQDI7Gy4x+BRcW8lB+4rGs8wUHWP+59xzJYvu1wKUcErnl/7iMrx+rsXy8qjHPaN6rW69e77jokPByA3MOHOTb3y2q9vlL+4Mg770Ce9e80tFkzYgYNqtbrX94tAUfIZO/RdH79J6lar+9Lvl6/n9TMHACiwoLd+mlXh9jrrkVCra4uOQcPkjJvXrVeXyl/kPTOu86YGdaiBTHnnVuVl+viWK4uZvvqQvtVRP5TuoXGmOQS9rtMRF4SkVdFZJKItK/ENQEQkT4i8qCIfCgiC0VkgYi8LyKTReT0yp6/NCHeOpGIjALeBgTrL+UfIM1b51f2aFg7ggHtGvC/v63Rwz5btYezTm5gc63s8ZlLM6JLu8YTFlK1nf0LC4mLo85ll3L0k08BSPrPf6h76SVIWFi11kMpX5W9bx9HP5/tXI8bMxoJDq7WOjSqHUH/dg35cWN+zNxNnzb1q7UOvsK16eXQLk2JCvfaV44yCW3YkDqXXMLRzz8H4PBrr1Nn2DCNmUo5ZO/bx7H//te5Xm/smKqOmc0dy+Lapu8ptF9F/MuxLK3p5Z2F1qeLyGvAeGNMTnkuKCKdsfoC5k9bVvhRp3Hs9xsw1hizgSrgzQh7L5AJXGiM+cmL51U2u7JHM2dS9+1fBzh6Iou6kTXrP8UN+1JYt/eYc314NXT29yRu7FjrS2tODtl79nD0v3OIHXGVLXVRytccfu11THY2ACGNG1PnsstsqcfwHgnOpO7r9QeYlp5NnVqhpRwVWHYcTmPF9iPO9epseukq7qYbOTpnjhUz9+7VmKmUC7eY2agRdS6+uLRDwkTkL08bjDEdy3DJ/E61xY0ilVZov3IRkV5AOyAZWFjMbn9gDdLyI1YS2Ri4AGuU+tuwmm3eXY5r9nScKwqr/l8Da4DDWMldfeA0YDBwOvCLiPQvpvlppXjzUUNLYLEmdIHnnPYNqR9tJXFZOXnMW7uvlCMCj+s0Bl2a1aVd4xhb6hGWkEBdly+qh197TfvWKQVk7dplfXl3qH/LLQQ5mitXt3PaN6JelBUzM3PymF8DY6broFInN4yma7O6ttQjrFkzjZlKeZC1cydHXZ7S1b/11uqImflPsIrrbFzZznz5TS9nOeaILsIY84Ix5g1jzBbHAIbbjTGvAmdjJXR3ikiZfoUSkWDgI6yE7m0g3hgz3BjzuDHmTcd1/s8YcyUQj/U0Lwb4WER8evTLvV48l/IhocFBXNo13rn++aqaNaJbZk4uc/4o+HhX5wApntS/9ZaCfiKJiRz99FNb66OULzj8yquQY7WYCY2Pp+5ll9pWl7CQIC45zTVm1qyRg3Ny85j9e8H/E1f1rPr5PEtSJGbqSJhKcfjVVyE3F4DQhISyxswsY0xHT68yXjZ/fpOoYrZHOpblnoNEREKA/Mfw5R710hizHpiHNe/2eWU87GKgDVYSeaMxptj5powxKcaYG4DPgbZUYjCY4ngzqXsf6C0i1dsTWlUL17mF1u09xoZ9NWeetP9tOMjRE1bzhIjQIIZ2aWprfUKbNKGuy6huh9/8D3lp2n1V1VyZ//zDsfnznev1b7/d9n5Tw3sW/Pizds8xNh6oOTFz8eZDHEy1noaFBovbj4J2CG3ShLpXFTS5PPzmm+Slp9tYI6Xslbl1K8fm2RIzdzmWxf06nlBov/IYBDQE/jHGLK/A8QBbHMuy5jJDgTysuffK6n7HstS2ruXlzaTucawZ4r/RKQsCT9tGMXRxaT7j2hwx0Lk2I7qwUxNqR9jfN6b+TTcitWoBkJuUxJEPP7K5RkrZ5/DLLxeM3tayJXWGef0H0HJr37g2nRPqONdrUgsH1wFSzuvQiLhoe5rBuoq76Ua30YOTP/7Y5hopZZ9DL79iTaYJhLVqRZ2hQ6rr0msdy27FbM8v/7MC585vevlhBY7NF+tYlvVJYXdgkzFme1kv4JgMfaPjWK/yZlK3BWvUl07AIhFJF5HtIvKPh9c2L15XVRPXZodz/9hLZk6ujbWpHvuOprNkyyHn+pU2DZBSWEiDBtS79l/O9aS33yY3peY8CVAqX8amzaR8VTAvXf077kBCqneUxeK4xos5f+x1TokSyA6lZjoHiQH7BkgpLLRhQ2L/5RIz//MWuce1hYOqeTL+/pvUb75xrje4s1pj5s/AMaC1iHT1sP0Kx3JBeU4qItEUPPmqUFInIuHARY7V38t4WBNgcwUutxnwerMvbw+U0hKrk6MA4UALl3LXVysvXldVk6FdmhLuGMY/+UQ2P/x9sJQj/N8Xv+/J/zGL5vUiOb1VPXsr5KLemDEERVnN0vNSUjgy8z2ba6RU9Tv88kvOP4ef3IbaF15gY23cDXOJmUfSstySnUD139V7yHFMuN6kTgRn+9AUOHE3jEUirS47uUePkvzB+zbXSKnqd+hFl5jZrh0xgwdX27Udg5e87Fh9WUScfetE5B6gM7DMGLPSpfwOEdkoIk+UcOrLsPrj/WqM2VLcTiLSTkQudgxw4lreAPgUaIb1NLGszTfrYCWp5ZUC1K7AcSXyWlJnjAkqz8tb11XVp3ZEKBe6TB77WYB3/s/LM3zu0tn/yu4JBAXZ19m/sJDYWOqNGuVcPzJzJjnJJc2zqVRgSf/zT1K//59zvf6ddyJBvvPfS51aoQzu1Ni5HugDphhj3JpeXtE9gWBfipn16lHvuuuc60nvvKsxU9Uo6WvXcnzRIud6g/Hj7IiZjwErgD7AFhGZJSK/As8CScDoQvvXx5qmoKR+bvlNL0sbIKUJMBdIFJFljmsvArYBl2BNcTDcGFPc6JyFhWD1qSuvPLw7rRzg3Sd1qga40qUJ5pLNh9h/LHA7m6/YfoRdR6ypVETgCptHvfSk3qiRBNex+u3knTjB4ZdfsblGSlUPYwyJTzzpXA8/pQMxAwfaWCPPXOe0XLTpIIkpGTbWpmqt2pnMP4cLmjRe2d03ml66ihszmqAYa0qavNRUjZmqxjDGkDj9Ked6xKmnEj1ggB31yAAGAI9izVd3CVYrvveArsaYreU5n2OAxnOAbGBWKbtvBp7H6jLWGrgU6OFYnwZ0NsZUpDmlT9CkTpXLGa3iaFbPGqAjz8B/VwfuTBauv6qffXIDmtSpZWNtPAuOiSHuppuc68mffkrmlmJbHigVMFK//pr0Pwrmbm107722DptfnN4nxRFft2bETNendH1ax9E8LrKEve0RXKcO9W+52bme/OmnZG7Tbv4q8KV+/TXpq1c71xvec7dtMdMxP9zDxpg2xphwY0xjY8woY0yR5gzGmKnGGDHGjCrmXPuNMSHGmDBjTFIp191njLnbGNPbGNPEcUyMMaa74zoVeXQ/UkRyy/MCrq/AdUrl9aRORC4QkbkisldEMkXk7ULbZoiIvWPCqwoLChK3X18/W7Wbsj+l9h8pGdl8tX6/c324jwyQ4knsddcS2ry5tZKbS+KT0wPy70SpfHkZGRx85lnnevS55xJ1xhk21qh4QUHCFd0LnvJ/HqAxMzUjm4V/FsTMq3xkgBRPYq+7jtBmjvrl5pI4fbq9FVKqiuVlZJD4zDPO9ehzzyWqd28baxRQpIIvr/NqUicir2KNWDMMiAZCca/4UeAuYEThY5X/uLx7Avk/7uxMOsFv24/YW6EqMH/tPjKyrWbSsZGhnHdKQ5trVLygsDAa3TvJuZ7288+kLVliY42UqlpHZr5H9r591kpoKI0mTbS3QqVwTer+OZzG7zsDrx/Xgj/3k55tjYhcOyKE8zs2LuUI+wSFhdHQNWYuWcpxjZkqgB2ZOZOcfY4fXfwgZvqL8o4nUugVXPoVysdrSZ2IjAFuAX4DTjPG1Cm8jzHmF2AvVTCLuqo+8XVr0bdNfef6ZwE4/5Lre7qkazzhIV7/t+dV0eeeS+TppzvXE5+cjsnOtrFGSlWN7IMHOfzmm871ev/6F2EtW9pXoTJoVi+SM9vEOdcDcZAp16aXl3SNJyLUt2NmzHnnEdmrl3M9cfpTGjNVQMpOPMjhN//jXK933XU+HzNVxXjzSd3NwBFgiDGmpEkDtwInefG6ygauzRG/Wref1IzA+c9w04FU1u4+6lz3xc7+hYkIjR64HxyjWGVt307yJ5/YXCulvO/QCy9gTlgDGAXXrUv92261uUZl4xozF/y5n7TMHBtr412bE1NZ4xIzfbm5ej4RodH9k8lvdpK1bRvJsz6zuVZKed+h554riJn16lH/1ltsrpGqKt5M6joCv5TWSRE4APhuWzZVJgNPaUSdWqEApGfnuvWl8Heuv6KfGl+HU5p6fSqRKhHRrh11r7jCuX7o5Vd0uG4VUNL/+otj/53jXK8/7k6Ca/vHv8/zOzYmJsIawfpEVi5frQucmOn6lK5j09p0ii/SUMcnRXToQJ3LL3OuH37pJXKPVWTKKaV8U/q69RybO9e53mDcOIIdo7+qwOPNpC6vjOdrCqSVupfyaRGhwVxyWsF4N4HSnCgrJ485fxSMTjfchzv7e9Jg/DiCoqMBa0Lywy+9VMoRSvkHk5dH4uNPgGOQkbA2rYkdPtzmWpVdRGgwF7vEzM8DpNl64ZjpywOkeNJw/HiC8ickP3bMbWJmpfyZycsj8YmC+brD27Wj7pVXlHCE8nfeTOo2Aj1EpNgxjEUkDjgNKKl5pvITV7o0sVm96yhbD6baWBvv+HFjIkfSsgAIDwliWBf/Gqg1JC6O+rcWNEdL/uRT0v/Uf27K/x2dPZv03393rje6bzIS4vW5W6uUa7PE33Yc4Z9Dx22sjXf87++CmBkWEsTFXeJtrlH5hDRoQNwtBc3Rkj/+WGOmCghHv/jCbQqDRvdPRoJ9u6+rqhxvJnUfAQ2AV0SkyP+0Yk2G8SLWqJilzfiu/ECn+Dqc0qSg6VMg/PLsOkDK4E6NnU1M/UnsddcS1qqVtWIM+x+eogMAKL+Wc+iQ2xQGMYMGEX1WXxtrVDGnxtehXaOCpk+zf/f/mOna9PKCTo2pE+l/MbPeqJEaM1VAyTl0iINPF0xhEDNokM9O+6K8p8JJnYj8IyKuk7u8CiwDRgJ/i8jLjvLOIvIM8DdwNbAIa9Z4FQCG9ygYqvuL1XvJzs2zsTaVk5iSwU+bDjrX/aGzvydBYWE0njbVuZ65cSNH3tN/csp/JT7xJHkpKQAERUfT6MEHba5RxYgIV7rFzD3k+HHM3Hc0nSVbDjnXr/LjmNnkkWnO9cyNGzny/vs21kipygmUmKnKpzJP6lpiPZkDwBiTDQwGXgeaA7c5NnUD7gFaA28DQ40x/vu/mHJz8WnxhAVbH6PDxzP5adOhUo7wXZ+t3E2eY07ghNha9D4pruQDfFhUr15ubecPvfwKWbsDo9+jqlmOL11KyldfOdcb3HM3oY38d6ytS7vGExJkjbiYmJLplhT5m9m/78nv4kizerU4w49jZmTPntS54nLn+qGXXiZrj/8/SVU1z/HFi91iZsMJ9/h1zFRl59XJx40xJ4wxtwEJwHDgXuB+4DqghTHmRmNMujevqewVGxXGwI6NnOuzVu6ysTYVl5tn+NSlGdHwHs0Icnzx8lcNJ04kuL41n6DJyODA1GmY/G9gSvmBvBMnODC14AlKrS5diB0xwsYaVV5cdDjndSiImR+v8M8fW3LzDJ/+VhDvh3f3/5jZaOJEguOsxNRkZHBg2iMaM5VfyUtL48C0R5zrtbp2pe5VV9lYI1WdvJrU5TPGHDLGzDbGPGOMmW6M+cgYs68qrqXs59rk5seNB9l31P/y9iVbDrHXUe/gIPG7Edw8Ca5Th8YP3O9cT/v5Z1IWLLCxRkqVz6FXXiF7r2NkxZAQGj/yCBJUJf9tVaurT2/u/POPGxPZf8z/YubizQfZdywDsGKmv40U7Elw3bo0mjzZuZ5W6CmxUr7u0Esvk73P8XU7JITG06YGRMxUZaN/06rS+rapT/N61qCneQa3J17+4pMVBb84n9u+IY1qR9hYG++JueACovqd7VxPfPwJnbtO+YX0v/7iyMyCvqBxo0cR0a6tjTXynrPa1CchthZgxcxZfhgzXZ8wntchcGJm7SEXEXXmmc51jZnKX6Sv/8utL2jcDWOJaBsYMVOVTWWTutNE5OGKvLxSe+UTgoKEEb0KfqWdtXKXX3X+T0zJ4IeNBQOkuP6K7u9EhCYPP4zUsr5A5iYna5Mi5fPyMjLYd999kJsLQGhCAvVvu62Uo/xHUJBwda+CODNr5W6/ipn7j6Xz48ZE5/o1p7ewsTbeJSI0njoFibCS1NykJG26rnxeXkYG+ybfB3lWHAlr0cJteiNVM1R2kp8ujld5CGCAR0rbUfmPK7s3Y8Z3m8nJMySmZPLjxoMM6tjY7mqVyWcrd5PrGCElvm4tzj65QSlH+JfQ+Hga3jWexCeeBCD1m29IGdCfOhdfbG/FlCrGoeeeI2vrNud6k8ceJcjxw0SguLJHAs99b8XM/ccy+GnTIc47pVHpB/qAWYUGlTqrTX17K+RlYc2a0WD8eA5Otwb4Tv32W1Lmz6fOsGE210wpzw7OmOEWMxtPm0ZQeLiNNVJ2qGxStw342RsVUf6tQUw453dszMJ1+wH4+LddfpHUFR4g5epezQj2887+nsRedx2pPy7ixIoVABx49DEie/QgNN6/JgpWgS/tl1848l5BE6J6I0cG5PxKDWMiGHhKI75efwCwYqY/JHW5ecatuejVvZr7/QApntQbeT3Hf/qpIGY+8qgVM5s2tblmSrlLW76c5PcLpn+uN/J6os443cYaKbtUNqlbZowZ45WaKL93zenNnUnd4s2H2H3kBM0cfe18VeEBUq7003mWSiNBQTR94nH+ufgS8lJTyTt+nH33Tab5ezOR4GC7q6cUALkpKey7/wHnelib1jS4524ba1S1rjm9uTOp+2nTQfYeTSe+rm8/kfxp00H2OwZICQlyn3cvkDhj5rCLyTt+3IqZk++n+cx3deAJ5TNyjx51i5nhJ7ehwT332FgjZSeNTMprep8UR6v6UQAYP+n8/7HLACmB1Nnfk9CmTWn88EPO9ROrVnHk3XdtrJFS7g48+hg5B6wkh9BQ4p96KqCbEJ3Z2n2QqVm/+f6UMK4xc+ApjWgYU4Ni5m+/uT1FVspOxhgOPPIIOYmO/q2hoTR9+umAjpmqZJrUKa+xOv+7DJiyajfZPtz5/8CxDH50HSClV+AMkFKc2kOGUPvCC5zrB194kYy//7axRkpZUr7+mpT5853rDe68k4hTTrGxRlWvyIApq3x7wJR9R9NZtKkgZl4TQINKFaf20KHEDB7sXD80YwYZmzfbWCOlLCkLFpDy1dfO9YbjxxHRvr2NNVJ206ROedUV3ZsRFmx9rA6lZvK/DYmlHGGfz1YVDJCSEBt4A6R4IiI0njKFkEaOvjvZ2eydNIm8EyfsrZiq0bJ272b/w1Oc67W6dSNubM1o2X9ljwRCg60+afmDTPkq1wFSmteL5MzWgTVAiidWzHyYkAbW/w8mO5u999yjMVPZKmv3bg488qhzPbJHD+qNHm1jjZQv0KROeVW9qDAGdyoYIOVjH21OlJ2bxycudQvUzv6eBNepQ9Mnn3CuZ23dxv6Hp+iQ3coWeZmZ7Bk/nrzUVACCIiNpOv3JGtPXs350uNugUh+t8M2YmZObVyMGSPEkJDaWJo8/7lzP2rqN/VOmasxUtsjLyGDPOJeYGRVFkydrTsxUxatwUmeMCdJBUpQnrk1ylm45zPbDaTbWxrNv/zrg7OwfGixc2T0wO/sXJ6p3b+JuvMG5nrJgAcmffGJjjVRNlfjY/5G5oaAJcJPHHiWsWWAOWFScf7k0wVy8+ZCPxsxEDqS4xMwAHSClONFn9SXuhrHO9ZT58zn66ac21kjVVAcee4xMl24TTR59hLAEHcla6ZM6VQVOb1WPNg2jneszf95uY208e/fnHc4/X3RqExoG8AApxWkwfjyRvXo51xOfeJL0tWttrJGqaY7OmcvRzz93rsdeey21L7zQxhrZo3frOLeY+a4Pxsx3XOp00alNqB9d8wZjaHDXXUT27OlcT3z8CdLXrbOxRqqmOfrFFxyb/YVzPfa662pkzFSeaVKnvE5EGH1mS+f657/v4diJbPsqVMja3Uf5fWeyc31M31Y21sY+EhJC/LPPOPuKkJ3NnrvuJic5ueQDlfKCjE2bODBtmnM9oktnGt07ycYa2UdEGHNmQRz6fJVvxcw1GjMBR8yc8SzBDay+hCY7m73j79KYqapFxt9/u/Wjq3XaaTSaNNHGGilfo0mdqhKXdU2gbmQoACeycvlkpe/0E3H9FbxHi1g6J9S1rzI2C2nQgPjnZoCjLX7O/v3smzgJk5trc81UIMs9fpy948ZjMqzmfMF165Lw3HNIWJjNNbPPpV3jnTEzPTuXWat8J2a+s0xjZr6QBg2If/ZZZ8zM3rePfffdh8nz3VFLlf/LTUlhz7jxmMxMAIJjY4l/vmbHTFWUJnWqStQKC+ZfLn3r3lu+wyemN0hMyWDBn/ud66PPrJm/OLuK7NGDhhMmONfTfv6ZQ88/b1+FVEAzOTnsvecesnbutApEaPr004Q2bWpvxWxWKyyYa3q5xsydPjG9wf5j6Xy1riBm1tSndK6ievWi4d13OdfTlizl0HPP2VchFdBMTg57J04ke7djoCIR4p99htDGjUs+UNU4mtSpKnN975bOobr3H8vg6/UHbK4RfPDLTnIcY3I3rRPB+R0b2Vwj31Bv9ChiBg50rif95y2OfvFFCUcoVTGJTzxJ2pKlzvX6t91G9Fl9bayR77i+d0tCHCNK7j2azrd/2T8lzPsuMTO+bi0GnaIxE6De2LFEn3uuc92Kmf+1sUYqEBljSHz8CbeY2WD8OKL69LGxVspXaVKnqkyj2hEM6Vzw6/vby7bbOgR0Rnau2xQL1/dpSUiw/hMAq09PkyceJ/zkk51l+6dMJe3XX22slQo0Rz78iOSPPnKuxwwaRP3bb7OxRr6lcZ0ILurcxLn+js0DpqRn5fKxyxQLozRmOokITac/SXjbts6y/VOmkPbrChtrpQJN8gcfkvzxx871mEGDiLvpJhtrpHyZRmdVpca6NNVZu/soq3fZ16H8yzV7OZKWBUCt0GBG9KxZw6aXJjg6mmavv0ZwfceEwjk57Bk3nsx//rG3YiogHF+yhESXub4iOnWy5qML0v+GXLnGzN93JrNm91Hb6vLF6j0cS7cGbIkMC2a4xkw3HmPm+PFkbve90UuV/0ldtIjEJ590rkeceqrGTFUi/WSoKtUpvg69WtVzrr+9zJ7/7IwxvLNsh3P98u7x1I3UDsaFhcbH0+zVV5AIa4qHvJQUdt98i47upiolY/Nm9t59DzgGkwhp3JiEV18hqFYtm2vmezon1KVHi1jn+js2xcy8POM2qNTwHs2oUyvUlrr4stCmTa2YGW5N8ZB37Bi7b9GYqSon4++/2TthYkHMbNqEZhozVSk0qVNVzvWX52/WH2D3kRPVXoeftyaxKTHVuT6qj3b2L06tzp1pOn26cz1792723HY7eenpNtZK+avs/fvZfcst5KVZE2oHRUbS7PXXCG3Y0Oaa+S7XwUi+Wref/ceq/9/eki2H2HbI+jsTgZF9WlZ7HfyFFTMLnqhk79zFntvv0JipKiR73z5233Ir5oT1XSkoKopmr71eMP2QUsXQpE5VufM6NKJFXCQAecZ94u/qYIzhhR82O9fPbtvAbaJfVVTt8wfRYMI9zvX0P/6whlPOyrKxVsrf5CQlsWvMWHL2OUZPDAqi6bPPENG+vb0V83GDTmlEfF3rF/mcPMN/llTv0zpjDK/+tM25fm77hrSqH1WtdfA3tQcPpsFd453r6atXa8xU5ZZz+DC7Ro8hJ9ExSFJQEPHPzSCiXduSD1QKTepUNQgOEka7/Mr70YqdJKZkVNv1l245zModBU1h7hjQptqu7c/ibriBulde6VxPW7qUvZPuxeTk2Fgr5S9yU1LYdcONZLn0L2r07weJGTDAxlr5h5DgILendR+u2FmtT+uWbT3Mb9uPONdvOOukaru2P4u7+WbqXHG5cz1t6VL23nufzvupyiT32DF2jb2hYLoXoPFD/yb67LNtrJXyJ5rUqWoxvGczGsRYfQ4yc/J46cct1XJdYwzPfl/wlO6sk+u79fFTxRMRGk+dQszgwc6y1G+/Zf9DD+tEu6pEeenp7L7lVjL//ttZ1uCuu6h3zTU21sq//Ov05jR0xMysnDxe/nFrtVzXGMMz325yrp/ZJo4zToqrlmv7OxGhybRp7jHzm2/YP2WKrSM/K9+Xl5bG7ptuJnNTwb+9BneNJ/bqq22slfI3mtSpahEZFsKd5xQ8Ifv0t93sSqr6vnU/bjzIWpfR4+4ZqE0YykOCg4l/ajpRZ5/lLDs2Zw6JTzypX1KURyYriz13jiN99WpnWb2xY4i7WYfhLo+I0GC3mDlrZfXEzP/9fZC1e4451ycMalfl1wwkzph5lkvMnP0FB6c/pTFTeZSXmcnuO+4gfe1aZ5kVM2+2sVbKH2lSp6rNiJ7NSYgt6Cfy/P82l3JE5eTlGWa4PKU7p31DujaPLeEI5YmEhZHwwgtE9ujhLEv+4AMOPvOMfklRbvIyM9lz5zjSli1zltW98koaTpyIiNhYM/90VeGY+UPVx8xnvyt4UnBu+4Z005hZbhIWRsKLL1Cre3dn2ZGZMzn07LMaM5WbvMxM9o4bz4lfCuaErTviKo2ZqkI0qVPVJiwkiLvOK3hSNmfNXja7jEjpbd/+dYC/9qU41/UpXcUF1apFwuuvEdGpk7PsyNvvkPjY/2lTTAVYTS733HobxxcvdpbVvvACGk+dol9OKigsJIjx557sXJ/7x162Hqy6mLlw3X42Hig4/z2DNGZWVFCtWjR7/TXCT+ngLEt6620SH39CEzsFQN6JE+y59Vb3mDlkCI0fflhjpqoQTepUtbq0a7xz5EljcPtV2Jty8wzPuTwJPL9jIzrF16mSa9UUwdHRNPvPm4S7jFyY/NFH7H/4YR0IoIbLPZ7G7htvIm35cmdZzMCBNH3ySSQ42Maa+b9Lu8ZzUgNr5Mk8A899XzX9kXNy89xi5kWnNqFjU42ZlREcE0Pzt94ivF1BE9bkDz7gwMNT9MewGi73+HF23XgTact/cZbFDDyPpk88rpOLqwrTT46qVsFBwgSXJ2bf/pXo1ufNWxb8uY/NiccBa46lu/UpnVeExMbSYua7RJx6qrPs2Owv2HffZEx2to01U3bJTUlh99ixnFi1yllW+6KLiH9uBhIWZmPNAkNIcBB3u7RwWLhuP+v3HivhiIqZu2Yf/zjmpQsSuHvgyaUcocoipF49Wrw3062Vw9HPP2f//ffrSMI1VO7Ro+waPYb03393ltUeMoT4555DQkNtrJnyd5rUqWo3uFNjTnV5avaMl5/WZWTn8pxLX7ohnZvSvnFtr16jJguuW5fm777j1l8kZcEC9t5zD3kZ1TdVhbJf9sGD7Bw1yq2Df53LLqPpU9ORkBAbaxZYLjq1Ce0bxzjXvd3CITMn120uz0u6xtOmYUwJR6jycMbMrl2dZce+nMfeuzVm1jRWzBxNxrp1zrK6V15B0+lPasxUlaZJnap2IsKk8wuaoyzdcphv1u/32vmnf7ORHY5R4oIEtz4pyjuCo6Np/p83ierT21mW+v3/2DVqNDlHjpRwpAoUmVu2sGPECDI3FExbUPfqETR57FFtcullQUHiNgrlok2H+HLNXq+d/9nvNrP7iDUPXkiQcNe52rLB26ymmP8h8vTTnWWp339vTTSdnFzCkSpQOGPmxo3Osthrr6XxtGkaM5VXaFKnbHHWyfU546SC+eIm/3edVybXXb71MO/+vMO5PrZvK2cfPuVdQZGRJLz2GtH9+zvL0tesYceIq8l0mXBaBZ60X39lxzX/ImdfwY8x9UaPtjr4a3+QKnFeh4Zuc2z+e+569h6tfMz8ZVsS/1n6j3P9ut4taB4XWenzqqKCoqJo9sbrRPUrmEw6/Y8/2DFiBFk7dthXMVXl0pYvZ8fV17jFzLgbb6DRgw9ozFReo58kZQsR4fFLTyUyzPp16uiJbO6ZtZbcvIqPCpaSkc3EzwuagbVtFK1zLFWxoPBwEl56kbrDhzvLsnftYueIq936WKnAcXTuXHbdeBN5qY5REkVo9MD9NLrvXh2xrQqJCM9e2YXocKuJVmpGDhM+W0NeJWLmsfRsJny2hvzBGNs0jObe89uXfJCqlKCICJq9/DJ1r7zSWZa9cxc7RlzNCZe5HVXgOPrFf9l1083kHbf6+Vsx8wEaTpigMVN5lSZ1yjYnNYhm6tCOzvVf/knijSXbKny+afM2sO+Y1T8hJEiYMfw0IkK1SUNVk9BQGk+bSsOJE5xluceOsWv0GI7OnWtfxZRXmdxcDj73PPsn3w+OQXEkIoKEl16k3vXX21y7mqFZvUimDSuImb/+c4S3lv1TwhEle/jL9W4x8/mrTqNWmMbMqiahoTR+ZBoNJtzjLMs9epRdo0ZrzAwgJjeXgzOeY/+DD4JjUBypVYuEV16m3vXX2Vw7e4lIhIhME5HNIpIhIvtE5B0RSSjneXaIiCnh5fFXKhEJEpG7RGSdiKSLyCER+VxETvHOO7SH6HwpgUFEMsLDw8Mz/KzTtTGGOz7+g4XrrCYJIUHCF7f2oUuzuuU6zzfrD3DLhwUjSU0c1JY7ztG+dNUt5euvrZEws7KcZXWvHkGj++8nSEdC9Fs5ycnsmzDRbcqC4Lg4mr32KrU6d7axZjVP4ZgZGix8eXtfTmlavsGgvlyzl/GfrnGuTzq/HbcPaOPNqqoyOLZwIfsn3+82enDsNVfTaPJkHT3Wj3mMmfXr0+y116h1aqcSjvRdERERZGZmZhpjIipzHhGJAH4A+gD7gaVAS6AXcAjobYwp0y/8IrIDaAG8V8wu9xtj3AZtEOvx6GfAFcBRR13qA2cDGcAAY8yK8rwnX6FJXYDw16QO4NiJbC54YYnzF+OWcZEsGHeWs5lRaQ4cy+CiF5eSlGYlEqc1q8vsW3oTEqwPou1wYvUf7Ln9dnJdOv9HdO5MwgvPE9qkiY01UxWRvm49e8aPc+sLEta6Nc1ef42wZs1srFnNdfREFuc/v4TElEzAamo+746+ZW6ZsO9oOuc/v4TUDOvpQc+WsXx6U2+Cg7QpmB1OrFrFnjvuJPfoUWdZrS5diH/heUIbN7avYqpC0v/8kz3j7yJnv0vMbNOaZq+/QVhCvI01qxwvJnWPAA8BvwCDjDHHHeX3AM8CS4wx/cp4rh1AC2NMmYOXiIwB3ga2AGcZYxId5ZcDs4FtQHtjjN/NOaLfepXt6kSG8txVp5HftHxH0glu+eB3Dh/PLPXY33cmM+zlZc6ELiI0iBnDu2hCZ6PIbl1pNftzt3mZMv78k+2XXe72q6XybcYYkj/7jJ3XuHfujxk8mJazZmlCZ6O6kWE8e+VpzvXNice57u0VHDhW+o966/Yc46o3f3EmdNHhIcwYfpomdDaK7NGDVv/9wi1mpq9da8XMX3+1sWaqPIwxJH86i53/utYtoYsZPJiWn87y64TOW0QkFLjTsXp7fkIHYIyZAfwJnC0i3T0d7yX5fUXuzU/oHNf/ApgHtAYursLrVxn95qt8wuknxXGHS9OfZVsPM/j5pSzZfKjYYz75bRcj3vyFg6kFyd+DF53CSQ10tEu7hcbH0+Ljj6h71VXOstzkZHaNvYGDzzxDnkvzTOV7cpKT2TtuPAcenlLQLCw4mIb33kv8czMIjo6yt4KKvifXZ2zfVs71lTuSuejFpSzbctjj/sYYPlqxk8tfW+6cvgBg6rCONKuno13aLbRpU1p89KHbACq5R46wa/QYjZl+ICc5mb3j7+LA1KnuMfO++zRmuusL1AW2GWP+8LB9tmM5tCouLiKtgFOAdGBhdV+/qmlSp3zGuHNP5oJOBU1NDh/P5Pp3fuP/Fm4gKycPgOzcPI6dyOaBOeu4/7/ryM61mg+HBAmPXtyRa09vbkvdVVFBYWE0mTaVJo8/joSHW4XGkPTW2+wYfhUZmzeXfAJli+NLl7F92MWkfv+9syw4Lo7m77xD3JjROlqbD7lvcHsu61bw639SWhbXvbOC5/+32W0k4RNZOdzz2VoenLOerFwrlgYJ3Du4HZd306cHviIoPJwmjz5izfWY358uP2ZeNYLMLVvsraDy6PjSpVbM/O47Z1lw/fq0mPkucaNHacx018WxLG6o19WF9isTEZkkIq+LyAsicpOINCjl+uuNMdketlfo+r5C+9QFCH/uU+fKGMMHv+7ksYV/OxM5sJpV5uYZZxLnqn50OK9d242eLesV2aZ8Q8aGDeydMJEsl/nrJCyMBvfcTb3rr9d5enxAXkYGB5+dQfIHH7iVR55+Ok2fmk5oo0Y21UyVxBjDrJW7eXjeX24xUwSK+++9fnQYL17dlT6t61dTLVV5pf/1F/smTioSMxtOnEDstddqzPQBeenpHHz6GZI//tit3IqZTxHaqKFNNasa3uhTJyIzgLuB54wx93jY3gVYA6w2xpTaBNNloJTCTgDjjDFvF9p/HPACMMcYc5mH89XBGjzliDEmrrTr+xqNCsqniAjX927Jl7efyckuk4ZnZOd5TOi6NKvL/DvP1ITOx0Wccgqt/vsFsddc4ywzWVkcfHI6O6+7Xn+Btlna8uX8M+xit4ROQkNpeN99NH/3HU3ofJiIMKJXc+bc1oeWLpOGF5fQ9WpZj4XjztKEzsfV6tjRETOvdpaZrCwSH3/Ciplbt9pYO5W2fDn/XHKJW0InYWE0nJwfMwMroXMRJiJ/eXqV8fj8L3YnitmeVmi/0swDLsNK7CKBTsAMIBx4S0QuqeLr+xR9UhcgAuVJnav0rFweXbiBj1fsKrItLCSIET2b8cCFHXQuOj9zfOlS9j3wALmHXPr+hIQQN2YM9W+9haBateyrXA2Tk5RE4vTppMyb71Ye3rYtTZ9+ioh27WyqmaqIlIxsHpyzngV/7iuS1IWFBDHmzFZMHNRWB5LyM8cXL2bfg/8m97BLzAwNJW7sGOrfcgtBEZUajFCVQ87hwyQ+OZ2UBQvcysPbtbNiZtu2NtWs6jme1Bngb0/bjTEdPZW7EpH/ADcAjxljHvKw/WRgM7DZGFPh/4BE5CbgjcLnEZEHgceAD40xRSYLFJEQIBvIMsaEV/T6dtGkLkAEYlKX72BqBgdTMokMC6ZWWDC1QoOJDAshLES/mPirnORkDkx7hNRvvnErD01IoPGUh4k+6yybalYzmNxcjv73vxx85lnyjh0r2BAcTL1RI2kwbhxB4X73/5lyOJKWxXHH6Jb53Xlio8LKPE2M8j05R45YMfPbb93KQ5s3p/FDDxF9Vl+balYzmNxcjs7+goPPPkteSkrBhuBg4kaPov64cQE/F6svNr8s4TpBWHPgNQROMsZsd5QHdPNLTeoCRCAndSpwpS5axIFHH3UbMh8g6uyzaDhxYkD/6mmXtOXLSXzqaTI3bnQrjzj1VJo8Mo2IDh1sqplSqjQaM6vf8Z9/5uDTzxSNmZ0702Ta1BoTM72U1N0FPAd8bowZ7mH7RcACYK4x5tIKV9Y613KgN3CmMWa5o+wSYA6w0hjTy8MxHYH1wBpjTNfKXN8O+rOdUso2MQMGEHX66Rx65RWOzHwPcnMBSFuylO3LfqbOZZfS4M5xgdw/odpkbN7MwWeeIW3JUrfyoKgoGtx9N7FXj0CCtSmzUr4sZsAAonr14tDLr3Dk/feLxMy6l19G/TvvJLShxszKyti0iYNPP0PasmVu5UHR0TS4+y5iR2jMrIC1jmW3Yrbnl//phWvFOpbHXcryr99JREI9jIDpzetXO31SFyD0SZ3ydxmbNnHg0UdJX/W7W7lERFDvumupN2oUIXF+1xrCdpn/bCfpjTc4Nn8+5OW5bat90UU0vHeSDoSilB/K2LCBxMef4MSqVW7lUqsW9a79l8bMCnLGzHnziow4VHvIEBpOmlQjf2j00pO6MOAgUAfoVniuOhFZC3QGehljVlbiOh2BdVjz0cUaY7Jctm0AOgCXGmPmFjruS2AYMNwY83lFr28XTeoChCZ1KhAYYzj+448cfOZZt6G8wUru6g6/krgxYwht3LiYM6h8GZs3k/T6G6R8/XWRLyaRPXrQ8L77qHVqJ5tqp5TyhtJiZuxVw6k3Zoz+cFMGGZs2kfTGG6R8/U3RmNmzJw3vnUStU0+1qXb280ZSByAijwEPAsuBQcaYNEf5PcCzwDJjzFku+98B3IHVD+5+l/LzgcPGmN8Lnb8z8ClW4vaiMWZ8oe03AP8BtgB9jTEHHeWXAV8A24F2xcxj59M0qQsQmtSpQGKyszk6ezaHXn6F3KQk942hodS95BLqXX8d4SefbE8FfZQxhhMrV3Lk/fc5/r8fimwPa9mShvdOInrAAJ0QV6kAYrKzSf78cw6//Aq5R464bZPQUOpcdhn1rv2XxsxCnDFz5nsc//HHItvDTjqJhhMnEj2gf42PmV5M6iKAn4DTsQYzWYo1JcHpQBJwhjFmq8v+U4EpwHvGmFEeyncC24BDQCusJpQhwGLgQmOM2/QFjkFUZgOXAsnAD0B9oB+QCZyb3wfP32hSFyA0qVOBKPd4Gkc//YSkd2cWTe6AyF69iL3mGmLOPQcJDbWhhr4h78QJjs2bT/JHH3mc8y+sVSvq33IztS+6CAnRrtRKBaq8tDSSP/2UpHfe9RwzTz+d2H9dQ8w559ToWJCXlsaxefNI/vhjMrcUnfMv7KSTqH/zTRozXXgrqQMQkVrA/cA1QDOs5Oob4CFjzO5C+07Fc1LXG2t6hJ5AU6wmnSlY/eE+At41xuQWc/1gYDwwBmiNNT/dYuBhY0xZ59zzOZrUBQhN6lQgy0tP5+jsL0h6+21yDhwosj2kYUPqXnE5tYcMJfykVjbUsPoZY8hYu5Zj8+ZzbP588lJTi+wTfvLJ1L/1FmLOP1879CtVg+Slp3P089lWzExMLLI9pEkT6l56SY2Lmelr1pAyfz7H5s0n7/jxIvuEt2tnxcyBAzVmFuLNpE5VDU3qAoQmdaomyMvKImX+fI58+BGZf3uc/5SIU0+lztAh1L7wQkLq16/mGla9rJ07OTZ/AcfmzyN75y6P+0T16UPstdcS3b8fEqTzOSpVU5U9Zg6l9oUXBGTMzNy+nZT5Czi2YAHZu0qImdddS3R/bWZZHE3qfJ8mdQFCkzpVkxhjSP9jDckff0zKt99Ctof+zEFB1DrtNKL79ydmQH/C2rTxy/+sTW4u6Wv/5PiiRRz/aZHHpkJgTU1Q57LLiL366hrzy7tSqmycMfOjj6yYmZNTdCcRK2YOGBAAMXMtxxf9VHLMjI6mzmWXEjtCY2ZZaFLn+zSpCxCa1KmaKufwYY59+SXH5i8oMjmsq9D4eKL69iWyRw8ie/bw2RE0jTFkbd/BiZUrObFyJWnLlxcZ+MBJhMhevagzbCgx5w8mODqqeiurlPI72QcPWk+u5s8vOWY2a0ZU795E9uzpBzFzOydWrrJi5s8/k5uc7Hnn/Jg5dAi1L7iAoCiNmWWlSZ3v06QuQGhSp5Q1jH9+M5uc/ftL3Dc0IYHI7t2J6HgK4e3bE9G+PcG1a1dTTQvkHD5Mxt9/k/H3RjL++osTv/9O7uHDJR4TfnIbag8dRp2hQwht0qSaaqqUCjQZmzaTMn8exxYs9Nhf2VVos2ZEdutGxCkdCO/Qwb6YeegQGRs3WjFz/XpOrFpV/A9fDuFt21Jn2FBqX3SRxswK0qTO92lSFyA0qVOqgDGGjL82cPynnzi+aBEZf5VtMKvQ+HjC2rQmLKEZoQkJhDVLIDQ+nuC4OELq1kXCwspdl7z0dHKTk8lJSiJ7zx6ydu8he/dusnbvJnPbVnIPlZzAARAcTGSPHsScM4DoAQMIa9683PVQSqniGGPI2LDBarJYnpiZkEDYSa2smNmsGWHNmxHatCnB9eIIia1gzMzIsGLmoUNWzNyz14qZe3aTuWVrqT96ARASYsXMAf2J7t+fsBYtyl0P5U6TOt+nSV2A0KROqeJlJx4kbdlSq3nOqlVk79lTofMERUcTXLcuQdHRSFgYEhqKhIUiIaGY7GxMVpbzlXf8ODnJyZj09ApdK7xtW2ezp6g+fWz5RVwpVTNlJyaStuxnZzPw7L17K3SeoOhogmNjCYqMtGJmWJgVM4NDMDk5Vrx0xM7c1BRyk49WPGa2a0dk9+5E9upJ1JlnEhwTU6HzKM80qfN9mtQFCE3qlCq77AMHOLFyFenr/iRz4yYyNm4kLyXFtvoEN6hPRIcORLTvQK3Op1Kre3dCYmNtq49SSrnK3rePE6tWkfHXX2Rs+NuKmR6mUakuIQ0aEN6hPRHt2lOra1ciu3UluG5d2+pTE2hS5/s0qSsHEekPLCphlxXGmDOKOTYBeAQYDNQDdgGfAo8bYyqdiWlSp1TFGWPI2bePjE2byNq5y9HkZzfZu/eQvW8fxgv/roJiYght0sRqotSsGaHNEghr3oKI9u0IadDAC+9CKaWqhzGG7L37yNy8iaxdu8jeZTWPzN61m+zExAo/bXMVFB1NaHy8FSsTHDGzRUsiOrQnJC7OC+9ClYcmdb4vxO4K+KltwLJiyosQkdbAL0ADYD2wFOgBPAScJyIDjDGZVVRXpVQpRMT68hAf73F7Xno6uUePWv08kpPJO3ECsrPJczQdIicHQkIIcjYvCiMoMpLgevUIrhtb4b4lSinli0SEsIR4whJKiJmOeJmbfBSTkW41S3c0Tyc312q+HhrqbMoeFB1DcGwswbF1K9yHWamaTJO6illmjBlVjv3fwUroXjTGjAcQkRDgM+BS4AFgircrqZTyjqBatQiqVUtHTVNKqTJwxsymTe2uilI1RpDdFQh0ItITOBs4CNybX26MyQFuBbKBO0Uk1J4aKqWUUkoppfyZJnVVb4hjOb9wE0tjTCJWU8xY4MzqrphSSimllFLK/2nzy4o5WUSeAOKAw1j9674xxuR52LeLY7m6mHOtBs5x7PeTl+uplFJKKaWUCnCa1FVMH8fL1ToRudwYs6VQef4swcVNjLWn0H5KKaWUUkopVWaa1JXPMeBp4AsgP3k7Dfg/4AzgexHpYow55nJMtGN5ophzphXar0Qi8lcxm3SYKKWUUkoppWqgGpXUichsoFM5D7veGPMbgDHmD+CPQtt/FJG+WPPXnQXcDjzuelnHsrgJAaWYcqWUUkoppZQqVY1K6oCWQLtyHhNZ2g7GmFwRmY6V1J2Pe1KX6lhGlXL+42WpjDGmo6dyEckAwstyDqWUUkoppVTgqFFJnTGmRxWePr85ZuGJrHYBXYGEYo5LcNlPKaWUUkoppcpFpzTwnljHsvATt7WOZbdijssv/9PrNVJKKaWUUkoFPE3qvOdyx/L3QuULHcuhIuLWPFJEGmE12TyGNS2CUkoppZRSSpWLJnXlICI3i0hcoTIRkZuBu7EGQ3nddbtjkJWfgYbAdJfjQoBXgVDgJWNMdhVXXymllFJKKRWAxJjiBmVUhYnIDqApsAHY6Sg+FWgF5AF3GWNe8nDcycAvWJOVr3Mc3xM4CVgB9DfGZFSybhnh4eHhGRmVOo1SSimllFJuIiIiyMzMzDTGRNhdF+WZPqkrn2eBb4HawLnAYKx7+CFwhqeEDsAxIXlXYCbQALgU66neY8CAyiZ0SimllFJKqZpLn9QFCH1Sp5RSSimlqoI+qfN9+qROKaWUUkoppfyYJnVKKaWUUkop5cc0qVNKKaWUUkopP6ZJnVJKKaWUUkr5MU3qlFJKKaWUUsqPaVKnlFJKKaWUUn5MkzqllFJKKaWU8mOa1CmllFJKKaWUH9OkTimllFJKKaX8WIjdFVD2M8ZgjLG7GkopHyUiiIjd1VBKKaVUMTSpq6Fyc3NJSkoiNTWVrKwsu6ujlPJxYWFhxMTEEBcXR3BwsN3VUUoppZQLTepqoNzcXHbt2kVGRobdVVFK+YmsrCySkpJIS0ujefPmmtgppZRSPkSTuhooKSmJjIwMgoODadSoEVFRUQQFafdKpZRneXl5pKWlkZiYSEZGBklJSTRs2NDuaimllFLKQZO6Gig1NRWARo0aUadOHZtro5TydUFBQc5YsW/fPlJTUzWpU0oppXyIPp6pYYwxzj50UVFRNtdGKeVP8mNGVlaWDq6klFJK+RBN6moY1y9i2uRSKVUerjFDkzqllFLKd+i3eqWUUkoppZTyY5rUKaWUUkoppZQf06ROKaWUUkoppfyYJnWqRhORcr1atmxpd5WVUkoppZRyo1MaqBpt5MiRRcqWLVvGtm3b6NKlC6eddprbtvr161dTzQLPzJkzGT16NFOmTGHq1Kl2V0cppZRSNhCRCOB+4GqgOXAE+AZ42Bizp4znqAtcCAwBTgNaAHnABuBj4FVjTLaH42YCRb/8FbjVGPN6Gd+KT9GkTtVoM2fOLFI2atQotm3bxiWXXKLJh1JKKaWUlzgSuh+APsB+4EugJTAaGCIivY0x28pwqonAg1iJ3B/AfKABcCbQC7hCRM43xpwo5vhvgQMeyjeV/d34Fk3qlFJKKaWUUtXhAayE7hdgkDHmOICI3AM8C7wD9CvDeY4Dj2M9kdubXygiJwP/A/oC/3Zcz5MnjTE/VfA9+CTtU6dUOWRlZfHCCy/Qs2dPYmJiiIqKolevXrz99tse5+3K74eXk5PDo48+Sps2bahVqxYdOnTg3Xffde73448/MmDAAGrXrk1sbCzXX389SUlJRc7Xv39/RIQdO3bw4Ycf0r17dyIjI2nYsCEjR45k7969RY7JN3/+fM4//3zi4uKIiIigbdu2PPTQQxw/frzE63z88cecccYZxMTEULduXec+CxcuZMyYMXTo0IHatWsTFRVFly5dePzxx8nMzCxyvtGjRwMwbdo0t36K+U9LZ86ciYgU+3TUtU75duzYgYjQv39/UlJSmDBhAq1atSI0NJS77rrLud+hQ4eYOHEi7dq1IyIigtjYWC644AKWLFlS7P1SSimllPeISChwp2P19vyEDsAYMwP4EzhbRLqXdi5jzJPGmAddEzpH+RZgsmP1au/U3D/okzqlyigtLY0LLriApUuXUr9+ffr27UtQUBC//PILN9xwAytXruT11z03wx4+fDj/+9//6N27N61bt2bx4sWMGTMGgJiYGK6++mq6dOnCwIEDWbFiBR988AHbt29nyZIliEiR8z3zzDO8+uqrnHXWWVx88cX8+uuvvP/++/z444/88ssvJCQkuO0/YcIEZsyYQUREBL169aJ+/fr8/vvvPPbYY3z99dcsXryYqKioItd54okneOuttzjzzDMZMmQIu3fvdm4bO3YsaWlpdOzYkVNPPZWUlBR+++03HnzwQX744Qe+++47goODARg8eDA5OTn8/PPPRfoqtmnTptx/F4Wlp6fTr18/du7cSb9+/ejWrRuxsbEAbNy4kfPOO4+9e/fSunVrLrzwQpKSkvjxxx/57rvv+OCDD7jmmmsqXQellFJKlagvUBfYZoz5w8P22UBnYCjweyWus9axbFqJc/gfY4y+AuAFZISHh5vS5Obmmg0bNpgNGzaY3NzcUveviUaOHGkAM2XKFLfyW2+91QDmuuuuM6mpqc7ygwcPmtNPP90AZsGCBW7HAAYwnTp1Mrt373aW//jjjwYwTZo0MXFxcWb27NnObceOHTMdO3Y0gPnxxx/dztevXz8DmJCQELNw4UJneVZWlvnXv/5lAHPppZe6HTNr1iwDmK5du5rt27e7HXPTTTcZwEycONHjdSIiIsxPP/3k8T7NmTPHHD9+3K0sJSXFDBkyxADmvffec9v27rvveryvZd2eXyfX97B9+3bnPe7du7dJTk52OyYnJ8d06tTJAOaFF14weXl5zm2rV682cXFxJioqyiQmJnq8pnKn8UMppWqm8PBwA2SYyn1Xvcvxf/ZnxWy/yLF9TiWvM8Rxnp0ets10bHsReAl4FZgEtK/MNX3hpc0vlRtjDLkpKX73cvxDrTIHDx7krbfeolWrVvznP/8hOjraua1Bgwa88cYbAM5lYS+++KLb07MBAwbQrVs39u/fz0UXXcTll1/u3Fa7dm1uuukmABYvXuzxfMOHD+fCCy90roeGhvLCCy8QFRXFl19+6dYM8/HHHwfgk08+cZuSIf+Yxo0b89Zbb5GXl1fkOmPHjqVfP89N2y+55JIiT/diYmJ47rnnAPjyyy89HldVXnzxRbfmoWA1OV2/fj1XX30148aNc3vq2bVrVx566CHS0tL48MMPq7WuSimlVA3U3LEsboTLPYX2q6jxjmVJX0TuBO4AbgWeAjaIyCsi4retGP224qpq5KWmsrnX6XZXo9za/raC4Nq1q+z8ixcvJjs7m8GDBxMeHl5ke5cuXYiJiWHlypVFtoWFhXlMjE466SRWr17NwIEDi2xr3bo1APv37/dYnxEjRhQpi4uLY+DAgcydO5fly5dz5ZVXcvDgQdauXUuHDh1o165dkWMiIiLo0aMHCxYsYMuWLUX2GTZsmMfr59uyZQtfffUVW7duJS0tjby8PGeCvWXLlhKP9aYmTZrQo0ePIuXff/89YCWgnvTt2xfA49+bUkoppdyEichfnjYYYzqW4fj8X8SLG5EyrdB+5SYitwDnAUeBJz3s8gfWIC0/YiWRjYELgMeA24As4O6KXt9OmtQpVQb5g3O89tprvPbaa8Xul56eXqSscePGBAUVfSie/5QrPj6+2G2FBxzJ16JFC4/l+U/i9u3bB8DOnTsB+Pvvvz32zXN1+PDhIkld8+aefywzxjBx4kSee+65Yp+Spqamlng9byqunvl/b1dddRVXXXVVsccfPny4KqqllFJKqQL5X0SKa15V8heV0k4u0g94wXH+McaYfYX3Mca8UKhoO/CqiCzB6sd3p4jMMMbsLnysr9OkTqkyyM3NBawme507dy7XsaUlU6VtL4/CCVZ+vZs0acKgQYNKPDYuLq5IWUREhMd9Z82axYwZM0hISOD555+nd+/eNGjQgNDQULKysggPD/d6k1hPzUNLq2f++7/gggto2LBhsce3b9++cpVTSimlAl9WGZ/IFSf/196iI7NZIh3LosNyl0JEOgNzgTBgnDFmTnmON8asF5F5wBVYT/reLeUQn6NJnXITFBND299W2F2NcguKianS8+f3h+vfvz8zZsyo0muVxc6dOz0ml7t27QKgaVNrwKf8ejdu3NjjROsVNWeOFStfe+01hgwZ4rbtn3/+qdA5w8LCADxOsQC4jbxZVvnv/5Zbbim1KalSSimlqtQuxzKhmO0JhfYrExFpjTWZeF1gqjHmpQrVDvL7jTSp4PG20qROuRGRKu2b5q8GDBhAcHAwCxYs4Omnn3YO1W+XWbNmMXToULeyI0eO8N133yEi9O7dG7CSmnbt2vHnn3+yfft2WrVq5ZXrJycnA9CsWbMi2z777DOPx+QnbTk5OR63N2lixdDNmzcX2bZp0yZnwloe5513Hm+//TZz587VpE4ppZSyV/5UA92K2Z5f/mdZTygiTYHvsfrGvWCMmVbx6hHrWJb7SaEv0NEvlSqD+Ph4Ro0axZYtW7juuus89sFavnw5X331VbXU57PPPuPbb791rufk5HD33XeTlpbGsGHD3Eba/Pe//01ubi6XX34569evL3Kubdu28c4775Tr+m3btgXgzTffdGtmuXTpUp5++mmPx+Q/Pdy0aZPH7T179iQyMpKvv/6a338vmJ7m0KFDjB07tsTml8W54ooraN++PTNnzmT69OlkZ2e7bc/KyuK///0v69atK/e5lVJKKVUuPwPHgNYi0tXD9iscywVlOZmIxGI9oWuF1VyywgOciEg41pQKULk58myjSZ1SZfTiiy8yYMAAPvnkE0466STOPvtsRowYQf/+/UlISODMM8/ku+++q5a63HTTTVxwwQX079+fa665hrZt2/L+++/TtGlTXnzxRbd9r732Wu69917++OMPTjvtNHr27Mnw4cMZPHgwHTp0oE2bNkWOKc24ceOIiori1VdfpVOnTlx99dWcffbZ9OvXj1tuucXjMWeccQYNGzZk9uzZ9O/fnzFjxnDDDTewfPlyAKKjo5k4cSI5OTn07duXCy64gAsuuIC2bdtijHE+fSyPkJAQ5syZQ7NmzZg8eTItWrRg8ODBDB8+nN69e9OoUSMuv/xytm3bVu5zK6WUUqrsjDFZwMuO1ZdFxNm3TkTuwZp4fJkxZqVL+R0islFEnnA9l4hEAl8BnYDPgBtNKZ35RaSdiFwsIsGFyhsAnwLNsJ4mLq/oe7STJnVKlVFkZCTfffcdb731Ft26dWP9+vXMmTOHbdu20bp1a5566ikmTpxYLXWZOHEi7777LseOHWPOnDmkpKRw3XXXsWLFCo8jQU6fPp0ffviBYcOGsWfPHubOncsff/xBZGQkkyZNqtCTupUrVzJ06FAOHz7MvHnzOH78OG+88UaxT+oiIiJYuHAhAwcOZM2aNcycOZO3337brbnl1KlTefrpp0lISOCHH35g/fr1jB07lu+//97ZfLO82rdvz5o1a5g6dSoNGzZk2bJlLFy4kEOHDnH22Wfz7rvvct5551Xo3EoppZQql8eAFUAfYIuIzBKRX4FngSRgdKH96wPtKNrP7f+AM4BcIAd4W0RmFn4VOqYJ1mAqiSKyzHHtRcA24BKsKQ6Gl5Yc+irx03qrQkQkIzw8PDwjI6PE/fLy8pzN39q1a+dxqH3lu/r378/ixYvZvn2720TiSlUHjR9KKVUzRUREkJmZmWmM8TzcdDmISC3gfuAarKdjycA3wEOFpxIQkanAFOA9Y8wol/KZwMjSrmWMcQ4x7uh/NwkrGWwJxAGZwGZgPlafvOQKvzGb6UApSimllFJKqWphjEkHHna8Stt3KjDVQ/koYFQ5r7sPP51YvCz0Z1allFJKKaWU8mOa1CmllFJKKaWUH9Pml0r5kZ9++snuKiillFJKKR+jT+qUUkoppZRSyo9pUqeUUkoppZRSfkyTOqWUUkoppZTyY5rUKaWUUkoppZQf06ROKaWUUkoppfyYJnVKKaWUUkop5cc0qVNKKaWUUkopP6ZJnVJKKaWUUkr5MU3qlFJKKaWUUsqPaVKnFCAipb5GjRpldzWZOnUqIsLMmTO9et5NmzZx44030rp1a8LDw6lduzZt2rRhyJAhPP300+zfv9+r16tqM2fORESYOnWqW/moUaMQEX766Sdb6qWUUkopVRVC7K6AUr5k5MiRxW7r27dvlV9/1KhRvPfeeyxatIj+/ftX+fUAvv76ay677DIyMjJISEhg4MCB1K5dm127dvHDDz+wcOFCmjVrxogRI6qlPr5ORGjRogU7duywuypKKaWUUoAmdUq58fYTMF+Xnp7OyJEjycjIYOrUqTz44IOEhBSEhdTUVD777DMSEhJsrKX3PPHEE0yePJnmzZvbXRWllFJKKa/RpE6pGmzZsmUcOnSIZs2aMWXKlCLbY2JiGDt2rA01qxpNmjShSZMmdldDKaWUUsqrtE+dUhW0dOlS7rjjDjp37kxsbCy1atWiffv2TJ48maNHjxbZ/6effnL2zTtw4AA33HADCQkJhISE8PzzzyMivPfeewAMGDDArT+fp6Z+69atY9iwYcTGxhIVFUW/fv1Yvnx5ud7DoUOHAKhfv365jmvZsiUi4nGb6/t05dqfbcmSJZxzzjnExMRQu3ZtLrroIjZs2FCuOgD8+eefDBkyhDp16lCnTh0GDhzIL7/8Uuz+xfWpS0pK4oEHHqBjx45ER0dTp04d2rZty/XXX89vv/0GFPTTA9i5c6fb349rU9k1a9Zw77330r17dxo0aEB4eDgnnXQSt912G/v27StSpx07djjPkZ6ezuTJk2nRogXh4eG0adOG6dOnY4zx+H4OHz7M/fffT6dOnYiKiqJu3bqcdtppPPjggyQlJbnta4zhvffe4+yzz6Zu3brUqlWLzp0788wzz5CdnV2W262UUkopH6VP6pSqoEmTJrFmzRo6derEOeecQ2ZmJqtXr2b69OksWLCAX3/9lejo6CLHHTp0iJ49e5KTk0Pfvn3JyMggMjKSkSNHsmzZMrZt28b5559P48aNnccUPs+qVau4/fbbSUhI4Nxzz2Xr1q0sWbKEc889l5UrV9KpU6cyvYf8ZpXr1q1j+fLl9OnTpxJ3pGzmz5/PCy+8QKdOnTj//PNZt24dX331FStWrGD9+vVu77skK1as4JxzzuHEiROcdtpptG/fnvXr19OvX79yDWpz/PhxzjjjDLZu3crJJ5/M+eefD8CuXbv45JNPOOmkk+jVqxdt2rRh5MiRvPfee0RFRXHFFVc4z9G+fXvnn5988klmz55Np06dOPPMMxER1qxZw2uvvcbcuXNZtWoVTZs2LVKPrKwsBg0axF9//UWvXr3o0KEDixcvZvLkyaSmpvLYY4+57b9hwwYGDRrE3r17adKkCYMHDyY3N5dNmzbx+OOPM3DgQGeymZeXx4gRI/j888+pXbs2PXv2JDo6mhUrVjBp0iQWLVrE/PnzCQrS3/mUUkopv2SM0VcAvICM8PBwU5rc3FyzYcMGs2HDBpObm1vq/jUFYKx/DmW3cOFCc+TIEbeyjIwMc9NNNxnATJs2zW3bokWLnNe59NJLTXp6epFzjhw50gBm0aJFHq85ZcoU5zmmT5/utu2uu+4ygLnuuuvK/B5ycnJMhw4dDGCCg4PNhRdeaJ599lnz888/m8zMzGKPa9GiRbH3K/99jhw50uN7CwoKMh9//LFbHS6//HIDmIceeqhM9c7NzTXt27c3gHniiSfctv373/923qMpU6Z4rIPr/X333XcNYO68884i10lMTDTr1q1zKwNMixYtiq3bDz/8YPbt21ekvtOmTTOAGT16tNu27du3O+t71llnmUOHDjm3rVy50oSEhJjIyEiTmprqLM/Ozna+/wkTJpisrCy3c65evdrs3r3buT59+nQDmIEDB5qDBw86y48fP26GDh1qAPPyyy8X+55c34fGD6WUqnnCw8MNkGF84DuvvorJBeyugL689BfppaQuLy/PHD2R5XevvLy8Ut97SfK/VJf0mjNnTpnOdeLECRMSEmK6devmVp6f7ISHh5s9e/Z4PLasSV3fvn2LbDt8+HCpCYcn27ZtM7169SryfmvVqmWuvvpqs2nTpiLHVCapu/baa4sc8/vvvxvA9OvXr0x1/uGHHwxg2rZtW+TvPjs72zRv3rzMSV1+wlPWv9+K3ON88fHxpl69em5l+UldUFCQx3udn3S51nnWrFkGMJ07dy41ucrOzjb169c3MTExbgljvgMHDpjw8HBz6qmnllp/TeqUUqpm0qTO91/a/FK5ScnIocu07+yuRrmtnTKIOrVCK32ekqY08DRi4t69e5k/fz4bN24kJSWFvLw8AMLCwtiyZYvH83Tr1o34+PhK1XPQoEFFyuLi4oiLiyv3nHInnXQSK1asYPHixSxYsIBffvmF1atXk56ezieffMK8efP4+uuvOeussypV55Lq3rZtW4Ay133ZsmUAXHnllUX69oWEhHDFFVcwY8aMMp2re/fuADzwwAOEhIRw3nnnERERUaZji5OUlMS8efNYv349R48eJTc3F4Ds7GyOHDnCkSNHqFevntsxLVu2dN4HV57uzf/+9z8AbrzxxlKbTP7xxx8cPnyYCy64wGPfyUaNGnHyySezfv160tPTqVWrVvnerFJKKaVsp0mdUi7KM6XBjBkzuP/++8nKyirXNbwxnH5xUwxER0e7DZCxceNGnnzyySL7TZ482a0fGEC/fv3o168fYE11sGDBAiZOnMiuXbsYO3YsmzZtKnZwlMrWPb/PYGZmZpnOkT/gSHH3sjz3+Nxzz+Xuu+/m+eefZ+jQoYSFhXHaaacxaNAgxo4dS8uWLct8LoBPPvmEm266iePHjxe7T2pqapGkrqS/U3C/N7t37wagdevWpdYnf5Cdr7/+utS/vyNHjlT6BwellFJKVT9N6pSqgF9//ZUJEyZQp04d3nzzTfr370/jxo0JDw8HoGnTpsU+darsUyCgzMnVgQMHnCNquho1alSRpM5VrVq1uPLKK+nQoQOnnnoqW7ZsYcuWLR6fJBWW/7SyON5IDI3V5Ngr5wIrQb/55pv58ssv+eGHH/j555/57bffeOqpp5g1axaXXHJJmc6zc+dORo0ahTGG559/nosuuoj4+Hjn068+ffrwyy+/OOvvqiLvpSzH5D8lPPnkk0sdCCf/86uUUkop/6JJnXJTOyKEtVOKNo/zdbUjqvejPGfOHAAee+yxIk0209PTOXDgQLXWpzj9+/f3mECUVadOnYiLiyMpKYnDhw87k7qwsDDAGjmy8Mic+U+RqlL+6JE7d+70uH3Xrl3lPme7du249957uffee8nIyOCVV15h4sSJ3HzzzWVO6r766iuysrKYMGEC48ePL7L9n3/+KXe9PGnWrBkAW7duLXXf/CeAnTp1KteTaKWUUkr5Dx2/WrkREerUCvW7l7ee2JRVcnIyUPDl2tXnn39e4UQqP1nKycmpeOXKobR6Jicnc+TIEQC3YfjzJ/DevHlzkWO++67q+2T27dsXgC+++KLIe8jJyeGLL76o1PkjIiKYMGECTZo04eDBgxw8eNC5LTQ0tNi/n5I+F0uWLCExMbFS9cp33nnnAfDWW2+V+nfYs2dP6tSpw6JFi0hJSfHK9ZVSSinlWzSpU6oC8p9Yvf32224TN2/YsIH77ruvwufNT5w2bdpUuQqW0fz587nqqqs8TtidnJzM6NGjMcbQtWtXt75l+X3vnnjiCWfzPoAPP/yQTz/9tMrrPWDAANq2bcvGjRt55pln3LY99thjxT7B82Tu3Ln8+uuvRcr/+OMPEhMTiYmJITY21lnetGlTEhMTPU4wn/+5+PDDD0lLS3OW7927l1tuuaXMdSrNZZddRtu2bVm7di2TJ08ukmSuWbOGPXv2AFaTyokTJ3L06FEuv/xyj/fmzz//ZNasWV6rn1JKKaWqlza/VMpFSZNWN2/enEceeQSA0aNH8+yzzzJ//nzatWtHz549OXLkCIsXL+aSSy7ht99+K1dikW/o0KE88sgjTJgwge+//945WuH06dOJi4ur0HsqSV5eHp999hmfffYZTZo0oWvXrtSpU4fExER+++03jh8/TlxcHO+++67bcbfffjuvv/46s2fP5pRTTqFz585s2bKF9evXM378eJ577jmv19VVUFAQM2fO5Nxzz+Xee+/lk08+cU4+vnHjRm644QbeeuutMp3rp59+4oUXXiA+Pp6uXbtSu3Zt9u3bx7Jly8jLy+PRRx8lNLRgZNVhw4bx0ksv0a1bN/r06UNERATt2rVj0qRJDBs2jI4dO7Jq1SratGnDmWeeSUZGBosWLeK0006jT58+LF++vNLvPyQkhC+++IKBAwfy1FNP8eGHH9KnTx9ycnLYtGkTf//9N4sWLXI2vXzggQfYsGEDn3zyCe3ataNbt240b96cw4cP888//7B9+3YuvvhirrrqqkrXTSmllFLVT5M6pVx4GlQkX5cuXZxJXVxcHCtXruS+++5j8eLFzJs3j1atWvHII48wadKkMo1K6En37t358MMPefbZZ/nuu+9IT08H4N///neVJHWDBw9mwYIFfPPNN/z666+sXr2aw4cPExkZSbt27Tj//PMZP348DRs2dDuuUaNGLFmyhEmTJrF48WL27t1L9+7d+f777xGRKk/qAHr37s3y5ct54IEHWLZsGVu3bqVnz5689tprbNmypcxJ3ahRowgJCWHJkiX89ttvHDt2jMaNG3PhhRdy9913079/f7f9n3jiCYwxfPnll8yaNYucnBz69evHpEmTCAsLY+nSpTz44IN8/fXXLFiwgPj4eO68804efvhhLrzwQq+9/06dOrFmzRqefvpp5s2bx/z584mMjKRFixb8+9//pnPnzs59g4KC+Pjjj7n88st56623WLVqFatWraJ+/fq0aNGCkSNHMmLECK/VTSmllFLVSyoziILyHSKSER4eHp6RkVHifnl5ec6mfe3atSt1jiullMqn8UMppWqmiIgIMjMzM40xlR/CW1UJ/R9ZKaWUUkoppfyYJnVKKaWUUkop5cc0qVNKKaWUUkopP6ZJnVJKKaWUUkr5MU3qlFJKKaWUUsqPaVKnlFJKKaWUUn5MkzqllFJKKaWU8mOa1CmllFJKKaWUH9OkroYREeef8/LybKyJUsrfuMYM11iilFJKKXtpUlfDiAhhYWEApKWl2VwbpZQ/yY8ZYWFhmtQppZRSPiTE7gqo6hcTE0NSUhKJiYkAREVFERSk+b1SyrO8vDzS0tKcMSMmJsbmGimllFLKlSZ1NVBcXBxpaWlkZGSwb98+u6ujlPIjERERxMXF2V0NpZRSSrnQpK4GCg4Opnnz5iQlJZGamkpWVpbdVVJK+biwsDBiYmKIi4sjODjY7uoopZRSyoUYY+yug/ICEckIDw8Pz8jIKPexxhj0c6CUKo6IaB86pZSqwSIiIsjMzMw0xkTYXRflWY19UiciUcBlQC/gdKALEAbcb4x5spRjE4BHgMFAPWAX8CnwuDHGY1YlIhHA/cDVQHPgCPAN8LAxZo833lNF6Rc2pZRSSilVHbz5nVhE6gJTgUuBxsABYC4wxRhztJhjgoBxwFigDXAc+MlxzIZyvh2fUWOf1InIacAfHjaVmNSJSGvgF6ABsB7YAPQATnKUDzDGZBY6JgL4AegD7AeWAi2xEspDQG9jzLZKvp8KP6lTSimllFKqON56UufN78QiEof13ftk4B9gFdDR8doKnGGMSSp0jACfAVcARx11qQ+cDWRgfY9fUZn3aJeaPORhKvA2cDPQDfi/Mh73DlZC96Ix5lRjzFVAO2AO0Bt4wMMxD2B9eH8B2hpjrjLGnA5McJzrncq8EaWUUkoppfyAN78TP4eV0P0XaOc4VyfgJawncDM8HDMaK6HbArQ3xlxhjOkPXAnUAj4SEb9syVhjn9QVJiJTgSmU8KRORHoCvwEHgeauT+REpBGwG+sRbiNjTLajPNSxf12gmzHmj0LnXAt0BnoYY36vRP31SZ1SSimllPI6bzyp8+Z3YhFpDOwFcoFmxphEl23hWN/J6wHxhbb9BZwCXGqMmVvonF8Cw4ArjDFfVPBt2qYmP6mriCGO5fzCTSwdH5ilQCxwpsumvlgf3m2FP7wOsx3Lod6tqlJKKaWUUj7Dm9+JL8DKY5a4Jm0Aju/o84Fgx34AiEgrrIQuHVhYyev7HE3qyqeLY7m6mO2rC+1X0WOUUkoppZQKJN78TlyZ7+Tr81vUVeL6PkeTuvJp7lgWNzLPnkL7VfQYpZRSSimlAok3vxPrd/JC/LIjoI2iHcsTxWxPK7RfRY8plqMtsCfhmZmZRETo9CFKKaWUUsp7MjMzAcKL+x5qjOlYhtN48zux7d/JfY3fJnUiMhvoVM7DrjfG/FaZyzqWxY0u42myt4ocU2GZjn91qlLCHMssW2sROPR+eo/eS+/Re+k9ei+9S++n9+i99J5wL5zDm9+Jq+I7uV/z26QOa06LduU8JrKS10x1LKNKOf/xSh5TrOJ+Ccn/5aSMv5SoEui99C69n96j99J79F56j95L79L76T16L32ON78TV8V38vzyMn0n9zV+m9QZY3rYcNldQFcgoZjtCS77UejP5TlGKaWUUkqpQOLN78QVOVdAfyfXgVLKZ61j2a2Y7fnlf1byGKWUUkoppQKJN78TV+Y7eSfHnHmVub7P0aSufPLntBjqmNjQyTH5+FnAMWCZy6afHWWtRaSrh3Ne4Vgu8HJdlVJKKaWU8hXe/E78DZAHnCUiDV03OL6jD3Vs/zq/3BizHfgbqAVcVMnr+xxN6srBMcjKz0BDYHp+uYiEAK8CocBLrnNfGGOygJcdqy+LSJTLcfcAnYFlxpiVVf8OlFJKKaWUqn4V+U4sIneIyEYReaLQufYDn2ANhvOq47t4vqeABsDHxpgDhaoxI38f12RQRC4DhgHbgbkVf5f28ds+dd4gInOAJo7V/Ha0t4nIJY4/7zfGXFrosNHAL8B4ETkH2AD0BE4CVgD/5+FSjwHnAX2ALSKyFGgBnA4kOc6plFJKKaVUICvvd+L6WAMjNqGou4AzgMuBjSKyCuiINTr+NuBuD8e8A1wIXOo45gfHNfoBGcC1xUxM7vPEmIAc1bNMRGQH1gepODuNMS09HNcMeAQYDNQDdmP9WvC4MSa9mGvVAu4HrgGaAclYj44fMsbsrvi7UEoppZRSyj+U5zuxiEwFpgDvGWNGeThXLDANuARoBCQCXwJTjDFHirl+MDAeGAO0xpqfbjHwsDGmuPmgfV6NTuqUUkoppZRSyt9pnzqllFJKKaWU8mOa1CmllFJKKaWUH9OkTimllFJKKaX8mCZ1SimllFJKKeXHNKlTSimllFJKKT+mSZ1SSimllFJK+TFN6mwkIhEiMk1ENotIhojsE5F3RCSh9KOLnKuuiDwvIjtFJNOxfEFE6pZwTJCI3CUi60QkXUQOicjnInJKpd6YTbxxPx338RoR+VhENohImoikisgKERkvIqHFHDdTREwJr1u8906rnrc+myKyo5T70r6Y4wLms+mlz+WoUu5j/uv6QscFzOdSRLqLyGQR+a+I7HXUP6MS56vRMdNb91Njpnc/mzU9Znrxc1njY6aqeULsrkBNJSIRwA9AH2A/1kSJLYHRwBAR6W2M2VbGc8UBvwAnA/8Ac4GOwDjgQhE5wxiTVOgYAWYBVwBHgYVAfeBy4CIRGWCMWVG5d1l9vHg/JwIPAnnAH8B8oAFwJtALuEJEzjfGnCjm+G+BAx7KN5X93djLm59NF+8VU37Mw/UD5rPpxXu5leLvYR2sSVcBlhWzj99/LoGHgIu9cSKNmYD37meNj5l48bPpokbGTLx3LzVmqprHGKMvG17AI4ABlgPRLuX3OMoXl+Nc7zuO+QIIcSl/0VH+nodjxji2bQYauZRf7ijf6nouX395634Ck4H/A+ILlZ8M7HSc63EPx810bOtv973wlXvpOGaHFWbKdf2A+Wx6816WcI1bHeda5mFbIH0u7wOmAUOARo73lVHBc2nM9NL91Jjp9c9mTY+ZXruXJVyjRsRMfdW8l+0VqIkvIBRIdgSOrh62r3Vs616GczUGcoEs12Du2BYOHARyPGz7y3GNSzyc80vHtsvtvlfVfT9Luc7VjvNs97AtIP4j8Pa9rOAXlID4bFbj5/Jnx3lu9rAtID6XxbzviiYhNT5mevN+lnLOgI+Z3r6XNTlmevtelnDOGhkz9RX4L+1TZ4++QF1gmzHmDw/bZzuWQ8twrguw+kYuMcYkum4wxmRiNYUJduwHgIi0Ak4B0rGaaVTm+r7Am/ezJGsdy6aVPI8vq6576VGAfTar/F467lcfrATls4qep4bRmFl9akLMtJV+NstHY6YKZNqnzh5dHMvVxWxfXWi/yp5rTKFz5f95vTEmu5LX9wXevJ8lOcmx9NTOPt9lInI51pfC7cB8Y8zGSl63OlXJvRSRSUBrIBPrV+U5xphDJVw/ED6b1fG5vNaxXGiMSS5hP3//XHqTxszqUxNiZpWooTGzOmjMVAFLkzp7NHcs9xSzfU+h/bx9Lm9e3xdU1/sZ71h+WcI+dxZany4irwHjjTE5lbx+daiqe/lUofXnRGScMebtarq+HarjvfzLsfyglP38/XPpTRozq09NiJlVpSbGzOqgMVMFLG1+aY9ox7K40cDSCu3n7XN58/q+oMrfj2MY4/OwRhZ70sMufwC3AG2BSKxfqG937H8b8HRFr13NvH0v5wGXAS2w7ksnYAZW36W3ROSSKr6+nar0vYhIL6AdVr89T82uIHA+l96kMbMa1KCY6W01OWZWKY2ZKtDpkzp7iGNpStleVecq7Rh/4837WfRgkX7AC47zjzHG7Cu8jzHmhUJF24FXRWQJ8Dtwp4jMMMbsrkxdqoFX76UxZlyhor+ACSKyCXgDmI41nHxZr+9PqvRzSUEzolnGmCxPOwTQ59KbNGZWsRoWM72qhsfMqqYxUwU0fVJnj1THMqqY7ZGO5fEqOldpx+SXl+X6vsCb99ONiHTG+g80DKvZxZzyHG+MWY/1y2sw1q/Wvq7K7mUhb2GNMtjW0XG9rNf3p89mVX4uQ4CrHKulNSMqwg8/l96kMbMK1cCYWV1qQsysMhozVU2gSZ09djmWCcVsTyi0n7fP5c3r+4IqeT8i0hprAtK6wFRjzEsVqh1scSybVPD46lQtnw1jTB6QP+m2630JpM9mVb6XQUBD4B9jzPIKHA/+9bn0Jo2ZVaSGxsxqUUNiZlXSmKkCniZ19sgf5rlbMdvzy/+sonPlH9NJREIreX1f4M37CYCINAW+x5rT6gVjzLSKV49Yx9Iffin1+r0sgaf7Ekifzaq8l/nNiD6swLH5/Olz6U0aM6tADY6Z1SnQY2ZV0pipAp4mdfb4GTgGtBaRrh62X+FYLijDub4B8oCzRKSh6wYRCceamyYP+Dq/3BizHfgbqAVcVMnr+wJv3k9EJBbr1+ZWwLvA3RWtmOPvIP8e/17R81Qjr97L4ohIR6wO6ycA5zDRAfbZrJJ7KSLRwMWO1Qp9QfHDz6U3acz0shoeM6tFDYmZVUJjpqox7J79vKa+gMewOjb/DES5lN/jKF9aaP87sAL5Ex7O9aHjmNlAiEt5fkf1Dzwcc4Nj22agoUv5ZY7yf4BQu+9Tdd9PrP40vziOmQUEl+Ha7bD+wwguVN4AmOM41xpA7L5P1Xwvzwe6ezh/Z2CD41wvBPJn05v/zl32ud5x7C816XPp4f0ZIKOE7Rozq+F+asz06r2s8THTW/ey0D4aM/VVI146+qV9HsPqbNsH2CIiS7GGMD4dSAJGF9q/PlbA8dSW+y7gDOByYKOIrAI6Yg2FvA3Pv5q+A1wIXOo45gfHNfoBGcC1xvNEpr7KW/fz/7DuZS6QA7wtUnQwPGPMKJfVJlgDAySJyEZgL1bb/e5ADNY8QcONMf4yOpm37mVvYIqI7MT6HB7C+iW/G9bIu4uB+z1cP5A+m978d54vvxlRaZ39A+pzKSIXAQ8VKg4TkV9d1h81xuQPVa4xswRevJ81PmZ68V7W+Jjp5X/n+WpkzFQ1kN1ZZU1+YTWXeATYCmQCB4CZQDMP+07F+pVoZjHnigVexOoMnelYvgTUK+H6wVhPDNYD6cBh4Augo933xq776djflPYqdExT4DmsX6v3A1lYI5L97rhOrN33xqZ72Rt4G6svx2EgGyuRWYT1y3Kxv+gH0mfTy//Om2B9cc4C4kq5bkB9LoFRZfi3Oaoc97JGx0xv3U80ZnrzXtb4mFkF/85rbMzUV817iTH6g4NSSimllFJK+SsdKEUppZRSSiml/JgmdUoppZRSSinlxzSpU0oppZRSSik/pkmdUkoppZRSSvkxTeqUUkoppZRSyo9pUqeUUkoppZRSfkyTOqWUUkoppZTyY5rUKaWUUkoppZQf06ROKaWUUkoppfyYJnVKKaWUUkop5cc0qVNKKaWUUkopP6ZJnVJK1TAiYsr52uE47ifHekt730HZicjUQu9ljd11soOIzC10H2baXSellFLeE2J3BZRSSlW79zyU9QVaA2uBNYW2Ha7qClWDn4GtwC67K2KTH4GjQGPgfHuropRSyts0qVNKqRrGGDOqcJnjyU1rYK4xZmoxh14PRAJ7q6puVegtY8xMuythF2PMiwAi0h9N6pRSKuBoUqeUUqpMjDE19SmXUkop5dO0T51SSqkyKa5PXX6/OxEJEZGHRGSriKSLyN8iMtplv3NEZJGIpIhIsoi8LyJxxVwrTETGi8hKEUkVkTQR+U1ExoqIeOn9XOmo+0cl7POuY59rC5VHi8jDIrJORE443tNiEbmkmPNcJCLvOO5JiuP9rBWRB0Qk3MP+oxzXnSoibUXkUxFJFJG8/GuISJSI3Ccia0TkqIgcF5FtIvK5iOjTOKWUqkH0SZ1SSilv+Qw4D/gF2Ab0A95x5GCpwCdYffa+B04HrgNaicjZxhiTfxIRiQK+Bs7C6s+3DMgDegNvAT2BW7xQ37nAAeByEbnTGHPEdaOI1AauxOqLNtulvBFWH7VTsJqifo/VLLU3MEdE7jfGPFnoWm8DUcBfwDqgNtAL+D/gXBEZZIzJ9VDHdsBKIAlYBMQC2SISDHwH9AH2AD8BWUACMARIA74t7w1RSinlnzSpU0op5Q0tsBK3U4wxewBEZABW8vN/QBgwwhjzhWNbbWA51gAt/bESlnxPYyV0HwC3GWOOO45pAMwHbhaR+caYhZWpsDEmW0TeAR7ASjBfKLTLNViJ2EvGmAyX8nexErqngH8bY7Id9TsJK9F6TES+Msb86XLMLcD3xpi0/AIRiQE+xkrC/gW876GaI4CXgbtckz5H37g+wJfAZcaYPJdtdYA2ZbwNSimlAoA2v1RKKeUt4/ITOgBjzCJgNdAEWJif0Dm2pQBvOlb75ZeLSEPgBmA7cGN+Quc45hBws2M1f1lZ/8F6CniDh235ZW+51O804AKshHRyfkLnqN8/wAQguPD5jDFzXRM6R1kqcLdj9eJi6ncIuM/DU7yGjuVPrgmd47zHjDG/F3M+pZRSAUif1CmllPKGLGCxh/J/gG5YTRQL2+ZYNnEp6weEAt8YYzILH2CMWSsiqVhNMCvNGLNDRL4FLhCRM4wxvwKISFegO7Ci0BO3gY7ll65NRl0scyyL1E9ETgYuxHqKFoX1w2p+/8CTi6ni/4wxJzyUr8FKRieJyAGspDm1mHMopZQKcJrUKaWU8oYDhZ8YOeQ/nfI0DUL+NteBQlo6lreKyK0lXK9W+apXojewnr7dCPzqKLvRsfxPoX1bOpbTRWR6Ceesn/8Hx8Auz2A9lStukJeYYso9jjhqjNksIpOAJ7H6KuaKyHrgf8C7xpi/SqibUkqpAKNJnVJKKW/w9NSqPNvzBTuWfwB/lrSjFy3AGmzkKhG5C8jB6k+XCswqpn5LsZ5CFsd1wvargHsc17gLayCZQ44+fWFAJsUnexnFlGOMmSEinwOXYD1BPAur+efdIjLOGPNKCfVTSikVQDSpU0op5Uvy++T9ZIy5pzouaIzJFZG3gKnA1VhJVh3gTdc+fYXqNzt/Qu8yuNSxvNUYs6DQtpMqUGUnY8xu4CXgJREJwRpY5V1ghoh8ZIw5WpnzK6WU8g86UIpSSilfsgjIBYY4hu2vLm85rnsjxTe9BKt5I1hPx8oq1rHc7WHb8HKcp0TGmBxjzIdYUyCEAW29dW6llFK+TZM6pZRSPsMYsxeYiTVwyAciUr/wPiLSR0QurILrLgB6AGcCa40xqzzs9yvwAzBARJ4TkehCdQsSkUEi0teleLNjeZPrxOkichYwqSL1FZEBInKeiAQVKm8BdMBq7rrH48FKKaUCjiZ1SimlfM04rCd2VwP/iMgSEflURH4SkT3Az8CgKrjuGy5/frPYvaw55f7E6h+3U0R+cNRvKdZk5t9iJYf5XsQaFOY2YL2IfCIiS7BGC329gnXtgjWi6AER+VpEPnSM4rkRqAu8YIzZV8FzK6WU8jPap04ppZRPMcacEJFBwEisScE7A6cDB7GmQXgBa8RHb1uM1QQzC/iohPolisgZWBOKX4U1fUEYsB9rgJcvgc9c9t8sIj2B6Y73MQzYBNxsjPmPiEysQF0XAHHAAKwELw5rTrulwKvGmLkVOKdSSik/JZ6n2VFKKaX8n4hMBaYAo40xM0vZ9xqsZO49Y8yoKq+cDUSkP9ZT0IB9j0opVRPpkzqllFI1wQ2OhGaXMebhwhtFJBS417EacFMBiMg4rEngG9tdF6WUUt6nSZ1SSqma4EzHay3gTOpEZBjWSJa9gI7AHGPMSjsqWMXOAS62uxJKKaWqhja/VEopVWO5NM9MBr4C7tC53ZRSSvkbTeqUUkoppZRSyo/plAZKKaWUjLfwMwAAAJ9JREFUUkop5cc0qVNKKaWUUkopP6ZJnVJKKaWUUkr5MU3qlFJKKaWUUsqPaVKnlFJKKaWUUn5MkzqllFJKKaWU8mOa1CmllFJKKaWUH9OkTimllFJKKaX8mCZ1SimllFJKKeXHNKlTSimllFJKKT+mSZ1SSimllFJK+TFN6pRSSimllFLKj2lSp5RSSimllFJ+TJM6pZRSSimllPJj/w8yUPHLJxUXaAAAAABJRU5ErkJggg==\n", 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", "text/plain": [ "
" ] @@ -989,6 +991,7 @@ "outputs": [], "source": [ "def T_sys(frame):\n", + " \"\"\"This function prints the temperature before the update process.\"\"\"\n", " msg = \"{:6s}: T = {:5.1f} K\".format(\"Before\", sim.Earth.T)\n", " print(msg)" ] @@ -1000,6 +1003,7 @@ "outputs": [], "source": [ "def T_dia(frame):\n", + " \"\"\"This function prints the temperature after the update process.\"\"\"\n", " msg = \"{:6s}: T = {:5.1f} K\".format(\"After\", sim.Earth.T)\n", " print(msg)" ] @@ -1054,6 +1058,165 @@ "source": [ "Note: The updater of an integration variable is not directly setting its new value. Only the integrator is setting the new value of the integration variable after all integration instructions have been executed successfully. This has the consequence, that the diastole of an integration variable _DOES NOT_ have access to the updated value." ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Retrieving updater information**\n", + "\n", + "It is possible to retrieve information about the currently assigned updater functions." + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Heartbeat\n", + "---------\n", + "\n", + "\u001b[91mSystole: \u001b[0m \n", + "\u001b[91mUpdater: \u001b[0m \n", + "\u001b[91mDiastole:\u001b[0m \n", + "\n", + "Docstrings\n", + "----------\n", + "\n", + "\u001b[91mSystole:\u001b[0m\n", + "This function prints the temperature before the update process.\n", + "\n", + "\u001b[91mUpdater:\u001b[0m\n", + "Function computes the equilibrium temperature of the Earth\n", + "\n", + "\u001b[91mDiastole:\u001b[0m\n", + "This function prints the temperature after the update process." + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sim.Earth.T.updater" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The source code of the assigned functions can also be displayed by adressing the respective sub-level. For example the systole or the actual updater. This may not work if the assigned function is not a Python function." + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Updater\n", + "-------\n", + "\n", + "\u001b[91mSignature:\u001b[0m T_sys(frame)\n", + "\u001b[91mSource:\u001b[0m\n", + "def T_sys(frame):\n", + " \"\"\"This function prints the temperature before the update process.\"\"\"\n", + " msg = \"{:6s}: T = {:5.1f} K\".format(\"Before\", sim.Earth.T)\n", + " print(msg)\n", + "\n", + "\u001b[91mFile:\u001b[0m /tmp/ipykernel_24064/2382827243.py\n", + "\u001b[91mType:\u001b[0m function" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sim.Earth.T.updater.systole" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Updater\n", + "-------\n", + "\n", + "\u001b[91mSignature:\u001b[0m T(frame)\n", + "\u001b[91mSource:\u001b[0m\n", + "def T(frame):\n", + " \"\"\"Function computes the equilibrium temperature of the Earth\"\"\"\n", + " return frame.Sun.T * (frame.Sun.R**2 / (4.*frame.Earth.d**2))**0.25\n", + "\n", + "\u001b[91mFile:\u001b[0m /tmp/ipykernel_24064/4057753429.py\n", + "\u001b[91mType:\u001b[0m function" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sim.Earth.T.updater.updater" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If the updater of a group was defined by assigning a list as in this example, this will be shown as well." + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Heartbeat\n", + "---------\n", + "\n", + "\u001b[91mSystole: \u001b[0m None\n", + "\u001b[91mUpdater: \u001b[0m list_updater\n", + "\u001b[91mDiastole:\u001b[0m None\n", + "\n", + "Docstrings\n", + "----------\n", + "\n", + "\u001b[91mSystole:\u001b[0m\n", + "None\n", + "\n", + "\u001b[91mUpdater:\u001b[0m\n", + "The attributes in this group are updated in the order: \n", + "['d', 'T'].\n", + "\n", + "\u001b[91mDiastole:\u001b[0m\n", + "None" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sim.Earth.updater" + ] } ], "metadata": {