From a2bd92f3614d357ef0893d2d533baad6d1bd60a8 Mon Sep 17 00:00:00 2001 From: Daniel Hollarek Date: Sun, 22 Dec 2024 19:06:02 +0100 Subject: [PATCH] opxrd/plots: Added fourier transform suptitles --- opxrd/analysis/plotter.py | 3 ++- opxrd/plots.ipynb | 46 +++++++++++++++------------------------ 2 files changed, 19 insertions(+), 30 deletions(-) diff --git a/opxrd/analysis/plotter.py b/opxrd/analysis/plotter.py index e56de89..777e0d3 100644 --- a/opxrd/analysis/plotter.py +++ b/opxrd/analysis/plotter.py @@ -94,7 +94,6 @@ def _fourier_plots(self, x, y_list: list[NDArray], msg: str, figname: str, y_nam if len(y_list) == 0: raise ValueError('No y data provided for Fourier Transform plot') - print_text(msg) xf, _ = compute_standardized_fourier(x, y_list[0]) yf_list = [] for y in y_list: @@ -118,6 +117,8 @@ def _fourier_plots(self, x, y_list: list[NDArray], msg: str, figname: str, y_nam ax2.set_yscale(f'log') ax2.set_title('Fourier Transform') + fig.suptitle(msg) + if y_names: ax1.legend(y_names, ncol=2, loc='upper right',fontsize=8) ax2.legend(y_names, ncol=2, loc='upper right',fontsize=8) diff --git a/opxrd/plots.ipynb b/opxrd/plots.ipynb index 59fba8a..a4c19ca 100644 --- a/opxrd/plots.ipynb +++ b/opxrd/plots.ipynb @@ -247,15 +247,15 @@ { "data": { "text/plain": "", - "text/markdown": "---> Fourier transform of gaussians of the form $I(x) = e^{-0.5(x-b)^2/c}$" + "text/markdown": "---> Reference Twin Gaussian fourier transform" }, "metadata": {}, "output_type": "display_data" }, { "data": { - "text/plain": "
", - "image/png": 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" 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}, "metadata": {}, "output_type": "display_data" @@ -271,54 +271,42 @@ { "data": { "text/plain": "", - "text/markdown": "---> Fourier transform of summed USC-partial patterns | Length of intensity array = 512" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "
", - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "", - "text/markdown": "---> Fourier transform of summed USC-partial patterns | Length of intensity array = 1024" + "text/markdown": "---> Fourier transforms of opXRD contributions" }, "metadata": {}, "output_type": "display_data" }, { "data": { - "text/plain": "
", - "image/png": 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OO0tRLAUAAACUNF0izJ2lTqdkauvhs0Xa60RSul74bYspViHIVy9fF1Xk/ArCYjE0qle4KbbrWJL+LOYRd4tijuuLpftMsabVy+u3h67UU/0bq0/Tqpp6bwcNblMr171v/rVT6VnZxZUqAAAAAKCEoVgKAADAQ9kcFERRKwUAAACUPLXCAtWgcpAptijmeJH2euG3LTqdY/zeuOubqWI5vyLnV1B9m1ZT42rBpti7/xRfd6lTyRl6fNpGU8zP26J3/9NKft5e9pi/j5cmDG6hZ69uYlp76Eyqvl8ZWyy5AgAAAABKHoqlAAAAPJSjP0PQWQoAAAAlSVRUlOmnZ8+e7k7JbbpGmEfxLYo5Ueg91see1p+bj5piVzevpgEtXDd+72IWi6HRvSNMsV3HkvTvjmMuP9tms2nsjE06lphuij9zdRNFVA3Otd4wDN3dpb7a16tgin8wb7eS07NcmisAAAAAoGSiWAoAAMBDOaqHolYKAAAAKJm6RppH8a2NPa3TyRmF2uPf7eaipLBAH718fbPLzq0w8uou9fe2o/msdp6vlu3XnK3xpli3yMq6vWPdfO8xDENP9m9kip1MztAXS/blcwcAAAAAoDSjWAoAAMBDOeoeRWcpAAAAlCRbt241/cybN8/dKblNhwYV5e9z4bFsttWmv7fFO7gjt6V7zN2ohrSro0rFMH7vYhaLoZvb1jbFFsWccDgu/HKtjz2t1/7cbopVCPLVhJtayDAMh/e2rVdBPRtXMcX+t2hvoQvVAAAAAACej2IpAAAAD+V4DF+xpQEAAACgEAJ9vdU90ly0M3vLkQLfn5iWqU0Hz5piV4ZXdEpuhdU10jxS8GhCmmLik1xy1unkDD343TplZpv/sfPWTS1UJdi/QHs83tfcXSoxPUuTF+5xWo4AAAAAAM9AsRQAAICHcjyGj2opAAAAoKS6qnk10+slu08oIS2zQPeu3HtK2Rd9O8LXy6K2dSs4Nb+Calg5SDVDA0yxRTHHnX6O1WrToz9t0OGzaab4A90bqmfjqgXep2mN8rq+VQ1T7Otl+3XkbKpT8gQAAAAAeAaKpQAAADyUo4IoOksBAAAAJVfPxlXk63Xh0Wxmtk3zth8r0L05R/C1rhuqAF8vp+ZXUIZhqGtkJVNs0S7nF0tNXrhHC3aa972ifgWN6RNZ6L0e6xMpb8uFkX3pWVZNXkB3KQAAAAAoSyiWAgAA8FCOmkdZ6SwFAAAAlFjB/j7qHGEuMvpzc8FG8S3bfdL0+sqGlfJZWTy6RphH8a3cd0qpGdlO23/r4bOaOHenKVapnJ/evyVa3l6Ff7xdt2KQhrSrbYrNWHdIyelZl5UnAAAAAMBzUCwFAADgoWzKvyCKUikAAACgZLuqmXkU38KY45cs2DmemK6d8YmmWKfwik7PrTA6hVeS10WdmjKyrFq576SDOwrns8X7TJ1zLYb03i2tVKW8f5H3HNkjXBelrKT0LM3cdPgysgQAAAAAeBKKpQAAADyUo+ZRjkb0AQAAAHC/Pk2r5hoHl3PUXE7LcozgC/L1Uotaoa5Ir8BCAnzUqrY5h0UxJ/JeXEgnk9I1a5O549bI7uHqdJndtGqGBqh7oyqm2Per4i5rTwAAAACA56BYCgAAwENZGcMHAAAAeKzQQF91bGjuCjV7i+NRfDlH8F3RoKJ8ijCKztlyjuJbtMtx0VdB/bTmoDKyrfbXvt4W3dm5vlP2vqV9HdPrjXFntPXwWafsDQAAAAAo2dz/L2kAAAAUiaMxfFZrvpcAAAAAlBBXNatuej1/xzGlZWbnu35pjs5SnRq6dwTfeV0jzZ2edh9L0uEzqZe1Z7bVpu9WHjDFrmleXRWCfC9r3/N6NKqsquX9TLGpdJcCAAAAgDKBYikAAABPRWcpAAAAwKP1jaqqiybxKTkjW4ti8u7KFHsyRQdPmwuQrgy/vHF0ztKiVqhCA31MsfzeR0EtjDmW6/0O61j3sva8mLeXRUPa1jbFfl1/SCkZWU47AwAAAABQMlEsBQAA4KEclUNRKwUAAACUfJXK+aldvQqm2F9bjua5dlmOrlIVg3zVqGqwy3IrDC+Lkatw63JH8X2z3NxVKqpGeUXXDr2sPXO6uV1tGRcVqyWmZ2nmJsejEAEAAAAAno9iKQAAAA/lqHsUnaUAAAAAz3B1c/Movl82HNKdX63Wopjjsl30uX7pnpOmdR0bVpTl4rZUbtYtorLp9ZJdJ5SVXbT54LEnU7QgR2eq2zrUlWE49/3WCgtUt0hz3j+sinXqGQAAAACAkodiKQAAAA/lqB6KUikAAADAM/SLqmZ6bbNJ83Yc0+1frFKftxfpzb926O9t8Vqeo7NUp4YlYwTfeV0izfkkpGVp48GzRdrru1UHTP/eCfb31nWtalxOevm6pX0d0+v1sWe0/UiCS84CAAAAAJQMFEv9vwMHDmjMmDFq3LixgoKCVKFCBbVr104TJkxQSkqKU87Yv3+/nnrqKbVp00ahoaHy8fFRhQoV1KlTJ7388ss6duyYU84BAABlg6OCKDpLAQAAAJ6hWoi/+jatmue13ceS9NGCPbpnyhqdSMowXbsyvGJxpFdg1UMCFFm1nCk2f0fhn3emZWbrp9VxptjgNrUU6Ot9Wfnlp2fjKqoS7GeKTXVTd6msbKt2H0vS4l3Hte1wglIystySBwAAAACUdq75F6aH+eOPPzRs2DAlJFz4xlBKSorWrFmjNWvW6LPPPtOsWbMUHh5e5DO++eYb3XfffUpNTTXFT58+reXLl2v58uV69913NXXqVPXp06fI5wAAgLLD8Ri+YkwEAAAAwGV55z+t9P683fpuxQElpF26QKZmaIDqVAgshswKp2tEZcXEJ9lff7fygO7v3lDl/Ar+GPqPjYd1OiXTFBvWoa7TcszJx8uim9vW1gfzd9tjv6w/pLFXN5G/j5fLzpUkm82m3zce1oKdx7XzaKJ2H09SRpZ5dGGVYD/VqxSkDg0q6s4r6yk00NelOQEAAABAWVDmO0utX79eQ4YMUUJCgsqVK6dXX31Vy5Yt07///qt77rlHkhQTE6MBAwYoMTGxSGcsXbpUw4cPV2pqqiwWi0aMGKFff/1Vq1at0vTp03XttddKkk6dOqXrr79ee/fuddr7AwAApZijMXx0lgIAAAA8RqCvt57q31grnumlV29spogq5Ryu7xxeSYZhFFN2BXdDdE3T69MpmZqyfH+B70/JyNKkv2NMsc7hldSwsuP/PC7XkHa1dfF/nAlpWZq7Ld6lZ0rSxwv3atTUDfpl/SFtO5KQq1BKko4lpmvVvlN6799d6vHWAn2/MlbZfDsGAAAAAC5LmS+WGjVqlFJTU+Xt7a25c+fqmWeeUceOHdWzZ0/973//05tvvinpXMHUxIkTi3TG+PHjZbWe+4fu+++/ry+++ELXX3+92rVrp0GDBun333/XY489JklKTU3VpEmTnPPmAABAqWZzUC1l5eE5AAAA4HECfb116xV1NffRrvr+nis0sntDdWxQUYG+FzocBft5656u9d2YZf6a1QxR7ybmkYKfLtqrpPSCjZN7f95uHTmbZord0ames9LLV+0KgerU0DzWcNqauHxWO8eRs6l699+YSy+8yOmUTD3zy2Zd/+ESrdl/ykWZAQAAAEDpV6aLpVatWqXFixdLku666y517Ngx15oxY8aoSZMmkqR3331XmZmZudZcyrJlyyRJFStW1MiRI/Nc88ILL9h/X758eaHPAAAAZY+j5lHUSgEAAACeyzAMdWpYSU/2b6wf7u2gTS/21exRXfTF8Lb69/FuCq8S7O4U8zW6d4Tp9emUTH29bP8l79tzPEmfLTZ33O/UsKJ6N6nizPTydVOb2qbXS3af0OEzqS47b8JfO5WWmbuTlCQF+zseW7jlUIIGf7xcvSYu0Gt/btfKvSeVlZ33XgAAAACA3Mp0sdSvv/5q/33EiBF5rrFYLLr99tslSWfOnNH8+fMLfU5GRoYkqX79/L/xFRISokqVKpnWAwAAOGJ1UC1FrRQAAABQenh7WdSkenn1bFxVVYL93Z2OQ3l2l1rsuLuUzWbTS79vVWb2hX/JeFsMvXx9VLGNG+wXVU3BfheKlGw2aca6gy45a2PcGc1Yf8gU6x9VTT/c00Hrnu+jzS/1045x/TVndFd9PKyNrmpWLc999hxP1v8W7dWQ/61Q21f/0Q+rYl2SLwAAAACUNmW6WGrJkiWSpKCgILVp0ybfdd26dbP/vnTp0kKf06hRI0nSvn378l2TkJCgEydOmNYDAAA44qizlM3RRQAAAABwoZzdpc5corvUnK1HtXjXCVPsrs71i7WDVoCvl65pWcMUm7b2oNP/bWWz2fTKrG2mWLCft165sZk6NqyoCkG+kiR/Hy81qhas/s2qafKwNvru7isUXqVcvvueScnU2BmbtXLvSafmCwAAAAClUZkultq+fbskKTw8XN7e+bc2bty4ca57CuP++++XJJ08eVIff/xxnmvGjRuXa31hHDx40OHPkSNHCr0nAAAo2Rw9snfUdQoAAAAAXKlZzRD1aZq7u1RiWmautSkZWXr5D3PxUNXyfnq4V0Suta52U9taptcHTqZo1b5TTj3jry1HtXr/aVPswZ7hqlTOz+F9V4ZX0uxRXfT8NU1VJTj/tU9M36SUjPy7eAEAAAAAJMfDz0uxtLQ0eyenWrVqOVwbFhamoKAgJScnKy4urtBn3XnnnVqyZImmTJmiBx98UGvXrtV1112n6tWrKzY2Vt988419JOCzzz6r3r17F/qM2rVrF/oeAADg2Rx9w9lKrRQAAAAANxrVK0J/b4u3vz6TkqnJC/boyf4Xvphqs9k0/s8dOnw2zXTvswOaqpxf8T+6jq4dqoaVg7TneLI9Nm3tQV3RoKJT9k/Pytb42TtMsVphARreqV6B7vfxsuiuzvU1olM9bT50Vv9uj9fcbfHacTTRvib2VIremL1D/72+mVNyBgAAAIDSqMx2lkpMvPAPyHLl8m9ffF5QUJAkKSkpqdBneXl56euvv9a0adPUsmVLffbZZ7ruuuvUrl07DRo0SL/++qt69Oihv//+W6+88kqh9wcAAGWTo+ZRdJYCAAAA4E7Naoaob47uUh8t2KOvlu6zv37nn136ZsUB05qODSrq2hbViyXHnAzD0E1tzV9K/XPzESWnO6dT09fL9iv2VIopNvaqJvL38SrUPhaLoZa1Q/VY30aa9UgXta0bZj5n+QEt38M4PgAAAADIT5ktlkpLu/BtJV9f30uu9/M719o4NTW1SOdt375dU6ZM0ebNm/O8vnz5cn3++ec6dOhQkfaPi4tz+LNq1aoi7QsAAEouR+VQ1EoBAAAAcLdRvSNkMcyxl/7Ypu9WHtCni/bq3X93ma75eBl6+fooGUaOm4rRwOia8roo6ZSMbM3afOSy9z2WmKb3/t1tirWtG6arm1e7rH29LIYm3NRS/j7mR/1PTN/otCIvAAAAAChtymyxlL+/v/33jIyMS65PT0+XJAUEBBT6rMWLF6tjx476448/VLNmTX3zzTc6evSoMjIyFBcXpw8//FCBgYGaOnWq2rdvr61btxb6jFq1ajn8qV7dPd/GAgAAruNoDJ+jawAAAABQHKJqhOiZq5vkij/7yxa9+ud2U8wwpAmDWyqianBxpZenKuX91T2ysik2fc3By973zb92KilH8dJz1zR1SmFY/UpBeuqi8YaSdPB0qsbP3p7PHQAAAABQtpXZYqng4Av/6C7IaL3k5HNz6gsysu9i6enpuuWWW3T27FlVq1ZNK1as0LBhw1S1alX5+PioVq1aGjlypBYtWiR/f38dPnxYd9xxR+HeDAAAKJOsDsfwFV8eAAAAAJCfu7s00BP9Gl1y3Ss3NNMN0TWLIaNLu6ltLdPrVftPae2BU0Xeb13saU1fay64Gti6plrVDi3ynjnd0bGe2tevYIp9uyJW83cec9oZAAAAAFBalNliKX9/f1WsWFGSdPCg428GnT592l4sVbt2bYdrc/rrr7/so/UefvhhVauWd1vlqKgoDRs2TJK0du1abdy4sVDnAACAssdRPZSVzlIAAAAoQaKiokw/PXv2dHdKKEYP9gjXqF4R+V5/5urGuvWKusWYkWM9G1dVxSBfU+zlmdtlLcK3UqxWm1763TxJoJyft56+qnE+dxSNxWJowuAWCvDxMsXH/LRRR8+mOfUsAAAAAPB0ZbZYSpKaNm0qSdq9e7eysvKf375jxw77702a5G4b7cj27RdaHbdu3drh2jZt2uR5JgAAQF4cjdqjsxQAAACAkmR07wg90L1hrvgjvSJ0b9fccXfy9bbowR7hptjGuDP6beOhQu81bW2cNh08a4qN6hWhKsH+l5VjXupWDNIzV5uLsE4lZ+iRqeuVlW11+nkAAAAA4KnKdLFU586dJZ0bsbd27dp81y1cuND++5VXXlmoM7y9ve2/OyrIkqTMzMw87wMAAMiLo+ZRjgqpAAAAgOK2detW08+8efPcnRKKmWEYerJfI43qFSFviyEvi6FRvSL0aO/8O065020d66pBpSBT7I3ZO5WS4fgZ78XOpmbqzb92mmINKwfpjk71nJFinoZ1qKt+UVVNsVX7Tum9f3e57EwAAAAA8DRluljqhhtusP/+5Zdf5rnGarVqypQpkqTQ0FD16NGjUGfUr1/f/vvixYsdrr24KOvi+wAAAPJiczCIjzF8AAAAAEoawzD0aJ9IrXq2t1Y/21uP9omUYRjuTitPPl4WPTvAPGXgaEKa/rdob4H3ePvvGJ1MzjDFXrouSr7ernssbxiG3hzUUjVDA0zx9+fv1pJdJ1x2LgAAAAB4kjJdLNW+fXt16dJFkvT5559r+fLludZMnDjRPkpv1KhR8vHxMV1fsGCBDMOQYRgaPnx4rvt79eqlwMBASdLkyZO1efPmPHOZPXu2fvnlF0lSzZo11apVq6K+LQAAUEY4qodiDB8AAACAkqpCkK8qBPm6O41L6tm4irpEVDLFPl64R0fOpl7y3r3Hk/TNigOmWN+mVdUlorJTc8xLSKCPPhgaLW/LhUI0m00a/eMGHU9Md/n5AAAAAFDSleliKUl69913FRAQoKysLPXt21fjx4/XihUrNH/+fN1333168sknJUmRkZEaM2ZMofcPDQ3V008/LUlKTExUp06d9Mwzz2j+/PnasGGD5syZo5EjR+q6666T1Xpubvzrr78ui6XM/1cDAAAuwfEYvuLLAwAAAABKI8Mw9NyAprqo5khpmVZNyDFaLy8T/45R9kXfYvHztuj5a5q6Is08RdcJ01P9G5tiJ5LS9f4894zj23ciWYMmL1Pzl+boytfn6dr3l+j2L1bpiWkbtWDnMbfkBAAAAKDs8nZ3Au4WHR2tH3/8UcOGDVNCQoKeeeaZXGsiIyM1a9YsBQcHF+mM5557TqdOndK7776rpKQkjR8/XuPHj8+1zsfHR6+99pqGDRtWpHMAAEDZ4mjUno1qKQAAAAC4bI2qBeuW9nX03cpYe2zG+kMa0KK6ejWpmuc9Ww6d1axNR0yxOzvXV+0KgS7NNae7OtfX8r0nNW/HhWKkX9Yf0tirmijA16vY8kjJyNKIL1dp/8kUSVJiWpYOnbnQnWva2oO6pkV1jbu+mcI8oOMYAAAAAM9H+yJJ1157rTZt2qRHH31UkZGRCgwMVGhoqNq2bas33nhD69evV3h4eJH3NwxDb7/9tlavXq37779fzZo1U3BwsLy8vBQSEqI2bdroscce05YtW/T444878Z0BAIDSzFE5lKNCKgAAAABAwT3WJ1LBfubvHY+aukG7jyXluX7CHHPnqfL+3rq/a0OX5Zcfi8XQy9dHybioM1ZiWpZmbT6S/00uMP7PHfZCqfzM3HRE/d5ZpPl0mQIAAABQDMp8Z6nz6tatq0mTJmnSpEmFuq979+4F7tzQpk0btWnTpijpAQAA5ObgI4iVWikAAAAAcIqK5fz0eL9GevH3rfZYUnqW7p2yRr88eKVCAnzs8RV7T2phzHHT/fd3b6iQQB+5Q62wQHWJqKxFF+U0dVWsBrepVSznL4o5rm9WHCjQ2mOJ6Rrx5WrdekUd/fe6KHl78V1vAAAAAK7BvzYAAAA8lM1BtRSdpQAAAADAeW7vWFfXtaxhiu09kaxRU9cr+/+/rWKz2fTmXztMayoH+2lEp/rFlmdebmlX2/R6zYHT2n0s0eXnnk3J1JPTN5li/j4WvTOkld4c1EKP9o40FZqd993KWL39T4zL8wMAAABQdlEsBQAA4KEcdY+iVgoAAAAAnMcwDL0xqIWa1Sxvii/YeVxP/bxJc7Ye1ferYrUu9ozp+iM9wxXg61WMmebWq0lVVSrna4pNXRXn8nNf/H2LjiakmWLPXN1EN0TX1M3tamtU7wjNfbSrukVWznXvZ4v3KT7HvQAAAADgLBRLAQAAeChHo4ALOiYYAAAAAFAwAb5e+uS2tqoYZC48mr72oO77Zq2e/WWLKV67QoCGtKtTnCnmydfbokGtzWP3fl53UOlZ2S47c9amI/p1w2FTrEtEJQ27oq4pVrW8v74a0U6v3thM3hbDHk/Psur9ebtclh8AAACAso1iKQAAAA/lqBzKUdcpAAAAAEDR1AwN0ORhbUyFPfl5rE+kfL1LxiP4ITlG8Z1OydTcrfEuOWvO1qN69KcNpliwv7feHNxCljz+czMMQ7deUVc358hx6qo4xZ5McUmOAAAAAMq2kvEvNQAAABSao4IoK52lAAAAAMAl2tevoJeui3K4pnG1YF3XsmYxZXRpDSqX0xX1K5hiU1fHOv2cqati9cC3a5WRZTXFx13fTNVDAhze+3DPcFNxWZbVpnf+jXF6jgAAAABAsRQAAICnclAQRWcpAAAAAHCdYR3q6rPb22pg65pqVy9M1cr7269VDvbTu/+JllcBuk8Vp1vam0cCLt190mmdm2w2mz6cv1tPz9ic69+jA6Nr6vpWNS65R/WQAN3ewTym79f1h7QrPtEpOQIAAADAed7uTgAAAABF46geykZnKQAAAABwqd5Nq6p306r212mZ2TqTkqkqwX55jptzt/7Nqinkdx+dTc20x75fFaunr2p82Xu//tcOfbJwb674kLa19eqNzWQYBfvP44HuDfXDqlglZ2RLOvdFoEl/x2jysDaXnSMAAAAAnEdnKQAAAA/lqB6KMXwAAAAAULz8fbxULcS/RBZKSefyuzHaPBrwi6X7FHOZnZuW7DqRZ6HUgz0a6vVBzeXtVfA/Q1Qs56e7Otc3xWZvOaoth85eVo4AAAAAcDGKpQAAADyUo4IoaqUAAAAAADndekUdXdzkKSPLqtFTNygjy1qk/axWm177c3uu+IvXNtUT/RoXuKPUxe7u2kAhAT6m2Bt/7aCDMgAAAACnoVgKAADAQznuLFV8eQAAAAAAPENE1WDdnaNz07YjCXr335gi7ffL+kPadiTBFHvhmqYacWX9fO64tPL+Prq/W0NTbPGuE5q/81iR9wQAAACAi1EsBQAA4KEc1UPxjVsAAAAAQF7G9G2kRlWDTbHJC/Zo7YFThdonLTNbE+fuNMUiqpTT7R3rXnaOd3Sqq6rl/UyxcTO3F7kDFgAAAABcjGIpAAAAD+WoIMrRiD4AAAAAQNnl7+OlSUNaysfrwog8q0167KeNSk7PKvA+Xy7dr8Nn00yxsVc3lrfX5f/ZIdDXW0/1b2yK7TuRrK+X7b/svQEAAACAYikAAAAPxRg+AAAAAEBRRNUI0ejekabYgZMpevmPbQW6/1Ryhj6av9sU69igono0quK0HG9oVVOtaoeaYu/9u0snktKddgYAAACAsoliKQAAAA9lczCIj85SAAAAAABH7uvaQK3rhJpiP66J0zcrDlzy3vf+3aXEHF2onrm6iQzDyOeOwrNYDL14bVNTLDE9K9foPwAAAAAoLIqlAAAAPJSjeihqpQAAAAAAjnh7WTTp5lYK9PUyxf/7+1Yt33Myz3t2HE3QmJ825iqour5VDTWvFeL0HKPrhGlgdE1TbOrqOG05dNbpZwEAAAAoOyiWAgAA8FCOukc56joFAAAAAIAk1asUpPEDm5tiWVabRn63VnGnUiRJ6VnZ+nd7vG7/YpX6v7NYP687qOyLZr/7eln0eN9GLsvxyf6NTQVdNpv08h/bZONbQgAAAACKyNvdCQAAAKBoHD0WtlqLLQ0AAAAAgAe7vlVN7TyaqI8W7LHHTqdk6s6vVqtRtWAt2HlcSTlG7l3s7i71VbtCoMvyqxbirwd7hGvCnAvj91btP6Xle0+qU8NKLjsXAAAAQOlFZykAAABP5aBaylHXKQAAAAAALvZ430bq3aSKKbbrWJJmbjqSb6GUn7dFD/Zo6NKuUufd1bm+aoYGmGKTLyruAgAAAIDCoFgKAADAQzkqiLJSKwUAAAAAKCCLxdDbQ1opsmq5S66tEOSr0b0jtOzpnnqiX2NZLIbL8/P38dL93RqYYot3ndCWQ2ddfjYAAACA0odiKQAAAA/lqB7KRmcpAAAAAEAhBPv76LPb2yk00CfXNcOQ2tQN0ys3NNOyp3tqdO9IVSznV6z53dS2tiqV8zXF6C4FAAAAoCi83Z0AAAAAisZRPRRj+AAAAAAAhVWnYqCm3NleT0zbpPjENLWqHap+UdXUq0kVVQn2d2tu/j5eGnFlfU2Ys9Me+3PLEe07kaz6lYKKLY+EtExtOXRWdSsG5RoNCAAAAMAzUCwFAADgoWwOektRKgUAAAAAKIoWtUI159Gu7k4jT8M61NXkBXuUlJ4l6dyXiP63aI/GD2zh0nMPn0nVP9vj9fe2eC3fc1JZVpsshnRz29p6rG+k2wvJAAAAABQOY/gAAAA8lNXq4BrVUgAAAACAUiYkwEfDOtQ1xX5ee0jxCWkuOe90cobumbJGnV6fpxd+26rFu04o6///wW21SVNXx6nHhAX6cP5upWVmuyQHAAAAAM5HsRQAAEApZGMMHwAAAACgFLrzynry9b7wp42MbKs+X7LP6eecTErXLZ+u0N/b4h2uS87I1oQ5O9Vr4kJ9OH+3jpxNdXouAAAAAJyLMXwAAAAeylFBlJViKQAAAJQgUVFRpteZmZluygSAp6tS3l+D29TS9ytj7bHvVhzQtS1qqHmtEKeccTwxXbd+tkIx8UkFvufQmVRNmLNTb83dqc7hlTS4TS31b1ZNft5eTskJAAAAgPPQWQoAAMBDORq152hEHwAAAAAAnuy+rg1kMS68Ts7I1pD/Ldf8Hccue+9jiWm65dPchVLB/t66MbqmPrq1teaN6aab2tSSYeS+32aTFu86oVFTN6jrm/P16aK9SkrPuuy8AAAAADgPnaUAAAA8lE10lgIAAIBn2Lp1q+n1wYMHVbt2bTdlA8DT1a0YpBuja+nndQftsZSMbN09ZY3GXd9MQ6+oU6R9jyWk6T+frtDe48mmeM3QAE29t4NqVwi0xybc1FJ3dKqnV2Zt04q9p/LcLz4hXa/+uV0fzN+tOzrW1Z2d6ys00LdIuQEAAABwHoqlAAAAPJSjeihKpQAAgKd6+eWXi/W87t27q2vXrsV6JgDg8r10XVMdPpOq5XtP2mPZVpue+WWzDp9J1Zi+kTLyav2Uj4wsq+7/dm2uQqk6FQL1/T1XqFZYYK57mtUM0Q/3dNC62DOavjZOMzceUWIeXaTOpmbqvXm7NXV1nL4Y3k7NajpnXCAAAACAoqFYCgAAwEM5Koiy0VkKAAB4qJdeeqlQf9x2BoqlAMDzBPv76Os72+vJ6Rv164bDpmsfzN+tSuV8NfzK+gXe7/XZO7Qu9owpVq9ioL6/p4NqhAbke59hGGpTN0xt6obphWuiNHfbUX23Mlar9uXuNnUsMV3/+d8KfTysjTpHVCpwbgAAAACci2IpAAAAD+WoIMpKrRQAAPBQXbt2LdZiqXr16hXbWQAA5/L1tujtIa1UMyxAH87fY7r22uwdal+/oprWKH/JfWZvPqIvlu4zxWqFBWjqvR1VLcS/wPkE+Hrp+lY1dX2rmloXe1qTF+zR39viTWuS0rM0/MtVeuumlrohumaB9wYAAADgPBRLAQAAeChHzaOsdJYCAAAeasGCBe5OAQDgQQzD0BP9GqtGaICe/WWLPZ6RZdXDP6zTHw93VqBv/n8K2XciWU9M32SK+Xpb9PGwNoUqlMqpdZ0wfXp7W+2KT9Rzv27Ryos6TWVZbRr94wYdTUjTfV0bFHtHRQAAAKCss7g7AQAAABSNo3IoOksBAAAAAMqSW6+oq7s7m8fu7TmerHEzt+V7T1pmth74dq2S0rNM8ZeujVKzmiFOySuiarCm3NVe17Sonuva67N3aPLCPXncBQAAAMCVKJYCAADwUI7G8Dm6BgAAAABAafRE/0ZqVtM8du+HVXGatemIKWaz2bQo5rgGTV6mHUcTTdcGRtfULe1rOzUvP28vvfefaN2Vo5hLkt78a6d+XB3r1PMAAAAAOMYYPgAAAA/lqHsUY/gAAAAAAGWNn7eX3r+ltQa8t1gpGdn2+JPTN+qf7fGKqlFetcIC9PWyA1q+92Su+yOrltMrNzZzyVg8i8XQ89c0VfUQf70ya7vp2tgZmxUa6Kt+UdWcfi4AAACA3OgsBQAA4KEcd5YqxkQAAAAAACgh6lcK0rjrm5liyRnZ+mX9Ib0ya7vu/3ZdnoVSQb5e+ujWNgr0de13zO/u0kDPX9PUFLPapId/WK+VeeQFAAAAwPnoLAUAAOChHNVDOeo6BQAA4OmOHz+uvXv36ujRo0pOTpaPj49CQ0NVp04dhYeHy8vLy90pAgDcaGDrmlq867h+3XC4QOsbVg7ShJtaKrxKORdnds5dnevrZFK6Plqwxx7LyLLq7q/XaNoDHdW4WnkHdwMAAAC4XBRLAQAAeChH3aMcdZ0CAADwNMnJyfrtt980e/ZsLVy4UIcOHcp3rZ+fn6Kjo9W3b1/deOONatGiRTFmCgAoCQzD0Lgbmmn/yRRtiDuT77oaIf4a3SdSA6NrytureAdxPNGvkU4mZejHNXH2WGJ6lh79caNmPtxZXhbnjwIEAAAAcA7FUgAAAB7KUUGUlWIpAABQCqxfv17vv/++pk2bppSUFEmXLgpPS0vT8uXLtWLFCr388suKiorSgw8+qNtuu02BgYHFkTYAoAQI9vfRjAc6adOhs9p86Ky2/v//j4lPVFigr+7t2kDDOtSVv497uhEahqFXb2ymUykZ+ntbvD2+/UiCvl95QLd1rOeWvAAAAICygGIpAAAAD8UYPgAAUFqtX79ezz//vGbPni3pQoFUtWrV1L59e7Vp00ZVqlRRhQoVFBYWptTUVJ06dUqnT59WTEyMVq9erU2bNikzM1NbtmzRyJEj9fzzz+vJJ5/Uww8/LD8/P3e+PQBAMbFYDLWqHapWtUPtsfP/m2IY7u/c5O1l0fu3ROu6D5YoJj7JHp8wZ6eubl5dFcvxv1cAAACAK1AsBQAA4KEcNVWgsxQAAPBUI0aM0DfffCOr1SpJat26tW699VYNGjRIderUKfA+GRkZWrRokb777jv98ssvOnHihJ566il99NFHmjJlijp37uyqtwAAKMFKQpHUxfx9vPTf65rplk9X2GMJaVl6a+5OjR/IKFkAAADAFYp3CDcAAACcxmFBFLVSAADAQ3399dfy9vbWPffcox07dmjNmjV69NFHC1UoJUm+vr7q3bu3vvzyS8XHx2vKlClq1KiR9u/fr3nz5rkoewAACq9jw4q6tmUNU2zq6jhtjDvjnoQAAACAUo5iKQAAAA/leAwf1VIAAMAzjRw5Urt27dInn3yiyMhIp+zp5+enYcOGaevWrZo6daoiIiKcsi8AAM7yzNWNFejrZX9ts0kv/L5VViv/vgcAAACcjTF8AAAAnsrhGL7iSwMAAMCZPvjgA5ftbRiGbr75ZpftDwBAUVUPCdDDPSP0xl877LGNcWc0bW2chrQrXHfFy3EyKV2bDp7VxoNntOngWR05m6Z6FQN1Q3RN9WhURb7efAcfAAAAno9iKQAAAA/lqHsUnaUAAAAAAPAsd3aup2lr4rT3RLI99srM7WpTt4LCq5Rz6dnHE9P14HfrtGr/qVzXth9J0OwtR1UhyFfXt6qhW9rXUWTVYJfmAwAAALgSXwEAAADwUI7KoaiVAgAApc2WLVuKfO8bb7zhxEwAAHANP28vvXhdlCmWmJ6le6es0dnUTJeda7Xa9OiPG/IslLrYqeQMfbl0vwa8t1i/rj/ksnwAAAAAV6NYCgAAwEPZ6CwFAADKkH79+mn//v2Fvu/VV1/VM8884/yEAABwgW6RlTUwuqYptvdEskZPXa9sq2v+rf/dygNasvtEgddnZtv09IxNijuV4pJ8AAAAAFejWAoAAMBD0VkKAACUJUeOHFHv3r0VHx9f4Hv++9//6vnnn3dhVgAAON+rNzZXVI3yptj8ncf11tydTj/rwMlkvfbnDlPMz9uidvXCdFfn+npuQBO1qxeW6760TKte+G2Lwy9yAQAAACUVxVIAAAAeytHzSDpLAQCA0qZy5crat2+f+vbtqzNnzlxy/QsvvKCXX35ZktStWzcXZwcAgPME+Hrpf7e3VcUgX1N88oI9+m2D88bfZVttemLaJqVmZpvin93RVtPu76Tnr2mqu7s00LT7O2n+493VP6qaad38ncc1e8tRp+UDAAAAFBeKpQAAADzQpb656aLO/AAAAG4zZ84clS9fXlu2bNHVV1+tlJT8R/8888wzevXVV2Wz2dSrVy/NmjWrGDMFAODy1QwN0ORhbeRtMUzxx6dt1J+bjzjljC+X7tOq/adMsWEd6qhLROVca+tXCtKbN7VQ5WA/U/y/f2xVYlqmU/IBAAAAigvFUgAAAB7oUo2jaIMPAABKm1atWun333+Xv7+/Vq5cqRtvvFGZmbn/OPvUU0/pjTfekM1mU9++ffXHH38oICDADRkDAHB52tevoJeuizLFMrNteuj7dfpxdexl7b3l0Fm9Occ81q9OhUCNvapJvveU9/fRC9c0NcXiE9I1cW7MZeUCAAAAFDeKpQAAADzQpcbsMYYPAACURl26dNFPP/0kLy8v/fPPPxo6dKipSHzMmDF66623ZLPZ1L9/f/3222/y9/d3Y8YAAFyeYR3qaliHOqaY1SY99fNmfbpob6H3S07P0vjZ23XDh0uVkWW1xw1DmjC4hYL8vB3ef02L6uoaae48NWX5fm06eKbQuQAAAADuQrEUAACAB7pUKRRj+AAAQGk1YMAAffXVV5KkGTNm6N5775UkPfLII3rnnXdks9k0YMAA/frrr/Lz83OwEwAAnuHl65rlKpiSpFf/3K6X/9ims6mXHoNns9k0c9Nh9Zq4UJ8s3KusHA8ORnSqrysaVLzkPoZh6JXrm8nP+8Kfl6w2aeyMzcrMtjq4EwAAACg5KJYCAADwQJdqHEVnKQAAUJoNHTpU77//vmw2m7744gu1bNlSH374oWw2m6699lrNmDFDvr6+7k4TAACnsFgMjbu+mUZ2b5jr2hdL96nz6/P01pydOpWckef9Z1Mzdf+3a/XQ9+t1NCEt1/WWtUL0RL9GBc6nTsVAPdIrwhTbejhB78/bXeA9AAAAAHeiWAoAAMAD2S7VW4paKQAAUMqNHDlSL7/8smw2m7Zs2SKbzaYbbrhB06dPl4+Pj7vTAwDAqQzD0JP9G2vsVY1zXUtMz9IH83er8xvzNG7mNu07kWy/tvXwWV33wRLN2Rqf6z4fL0MjuzfUD/d2UICvV6HyuadLA0VUKWeKfTh/tzbEnSnUPgAAAIA7UCwFAADggegsBQAAID333HMaPXq0bDabBg8erGnTplEoBQAo1e7r1lDjBzaXl8XIdS0lI1ufL9mnHm8t0LDPVurtv2M08KNlOnAyJdfaLhGV9Nfornqyf2MF+noXOg9fb4sm3dxK3hflkW216bEfNyg1I7vQ+wEAAADFqfCfgAEAAOB2ly6WKp48AAAAnM3Lq3CdLaRz3TZ+/vnnfEfvGYahrKysy00NAIAS4Zb2ddS6Tpjem7dLf24+kuczgiW7T2jJ7hO54mGBPnr1xua6qlk1GUbugqvCaF4rRI/0itCkv2Pssb0nkjV+9na9fH2zy9obAAAAcCU6SwEAAHigS43ho7MUAADwVDabzSU/AACUJo2qBevDoa3196PdNDC6Zp6dpnJqVTtUMx/poqubV7/sQqnzRnZvqFa1Q02xKcsPaFHMcafsDwAAALgCnaUAAAA80KX+3sffAwEAgKd68cUX3Z0CAAAeI7xKOU0a0kqjekfo2xUHNG3tQZ1Jycy17o6OdfXsgKby9Xbud+i9vSyadHNLXf3eYqVlWu3xJ6Zv1D+PdVOwP+NxAQAAUPJQLAUAAOCBLtU5is5SAADAU1EsBQBA4dWtGKRnBzTVmL6N9OfmI/p2xQGtiz2jysF+em5AE13fqqbLzm5QuZyeubqJXvhtqz0Wn5CuTxfv02N9Il12LgAAAFBUFEsBAAB4oEuVQlEqBQAAAABA2ePv46WBrWtpYOtaSs3IlreXIR8v53aTysttHerq723xWrzrhD322eK9GtahjqoE+7v8fAAAAKAwXP8JGQAAAE53qcZRdJYCAAAAAKBsC/D1KpZCKUkyDEMvXNNUFuNCLCUjW+//u7tYzgcAAAAKg2IpAAAAD2S7RDGUzXbpNQAAAAAAAM4SUTVYN7WpbYr9sCpW+04kuykjAAAAIG8USwEAAHiggtRBUSsFAAA80SOPPKIjR464bP/p06dr6tSpLtsfAICybHSfCPl5X/jTU5bVprfm7nRjRgAAAEBuFEsBAAB4oILUQTGKDwAAeKIPPvhADRo00EMPPaS9e/c6Zc/MzEz98MMPat68uYYMGaKYmBin7AsAAMyqhwRo+JX1TLFZm45oY9wZt+QDAAAA5IViKQAAAA9UkBF7VmqlAACABxo2bJgyMjI0efJkRUREqFOnTvroo4909OjRQu2TmZmpefPm6e6771bVqlU1bNgwbd26VfXr11evXr1clD0AABjZLVzl/b1Nsddn7yjQswwAAACgOHhfegkAAABKmoIUQtkK1H8KAACgZJkyZYoeeughPffcc/rnn3+0YsUKrVy5Ug8//LBq166tdu3aKTo6WlWqVFFYWJjCwsKUmpqqU6dO6fTp04qJidHq1au1adMmZWRkSDpXaF65cmU9//zzuv/+++XtzSMxAABcJSTQRw/2CNf42TvsseV7T2rI/1bo+QFN1bxWiBuzAwAAACiWAgAA8EgFKYTiC5sAAMBTtW/fXnPnztXq1av1zjvvaMaMGUpPT1dsbKzi4uI0Y8YMh/df3LmiTZs2uvfeezV06FAFBQW5OnUAACDpjk719NWy/TpyNs0eW7XvlK77cIkGRtfSk/0bqWp5fzdmCAAAgLKMYikAAABPVIBCKCvVUgAAwMO1a9dO3333nRISEvTbb79p/vz5Wrx4sfbs2ZPvPYGBgerQoYO6dOmi66+/Xq1atSq+hJGvqKgo0+vMzEw3ZQIAKA7+Pl564ZqmGvn9OtOXuWw26ed1BzV321FNubO9ouuEuS9JAAAAlFkUSwEAAHiggozhK8gaAAAAT1C+fHnddtttuu222yRJx48f18GDB3X8+HGdOnVK/v7+qly5sipXrqwGDRowZg8AgBLgqubV9b/b2uq/f2zVwdOppmuJaVl66Pv1+mt0FwX7+zjtzMNnUrVg53Gtiz2tCkG+urdrA1Uq5+e0/QEAAFA68OQIAADAAxVkDB+dpQAAQGl1vjAKnmPr1q2m1wcPHlTt2rXdlA0AoLj0aVpVXSIq6Yul+/TR/D1KSs+yXzt0JlXjZm7Tm4NbFnl/m82mLYcS9Memw1qw85hi4pNM12dtOqIvhrdTo2rBRT4DAAAApY/F3QkAAACg8ApSB2Wzuj4PAAAAAAAAR/x9vDSye7jmP95dbeuax+79tOag/t4WX+g9z6Zm6pvl+zXgvSW69oMl+t+ivbkKpaRzBVmDJy/T4l3Hi5w/AAAASh+KpQAAADxQQXpG0VkKAAAAAACUFJWD/fT2kFYq52ceejJ2xiadTEov0B5pmdl66fetuuK1f/T8b1u17UjCJe9JTM/SiC9Xa+qqWFmtPCsBAAAAY/gAAAA8UkEe7vH4DwAAeKo777xThmHolVdeUfXq1d2dDgAAcJLaFQL1wrVN9eT0TfbYiaQMPfPLZn08rI0Mw8j33sS0TN399Rqt3HfK4RmhgT6qEOirvSeS7bEsq01Pz9isp2dsVqCvl4L8vFUxyFd9o6rpzivrKTTQ9/LfHAAAADwGnaUAAABKKTpLAQAAT/XVV1/pq6++0unTp/O8vn//fvXs2VO9evUq5swAAMDluqlNLfVuUtUUm7M1Xvd/u1b/bItXZrY11z2nkzM07LOV+RZK1QwN0EM9wvXzA5209rk++nNUFw1okXfBdUpGto4npmvH0US99+8uXfn6PL3x144Cd7cCAACA56OzFAAAgAcqSB0UxVIAAKC0Sk5O1oIFCxx2nwAAACWTYRgaP7C51r1zWqeSM+zxOVvjNWdrvMICfXRV8+pqXjNEkVXLKTTQVw98u1Yx8UmmfbwthvpGVdWQdnXUObySvCwXPhd4Wbz0/n+iVTssUB8v3OMwn+SMbE1esEdfLd2vga1r6poWNdS+fgXTfgAAAChdKJYCAADwQAUphKJWCgAAAAAAlESVg/302o3Ndf+3a3NdO52Sqe9Xxjq8v1I5X319Z3tF1QjJd43FYujpqxqrQeUgTZobo6MJaQ73TM3M1ncrY/XdylhVKuerflHV9J92ddS8Vv5nAAAAwDNRLAUAAOCBClIHRWcpAAAAAABQUvVvVk0vXdtUr/65XZnZBX+GUSPEX9/efYUaVC5XoPU3t62tgdE1FZ+YruT0LCWlZykhNVO/rj+k3zceljWPo08kZei7lbH6flWsnhvQVHd1rl/g/AAAAFDyWdydQElx4MABjRkzRo0bN1ZQUJAqVKigdu3aacKECUpJSXHqWf/884+GDx+u8PBwBQUFKSQkRJGRkRo8eLAmT56spKSkS28CAADKNFsBCqHyetgHAAAAAABQUgy/sr5WPtNb425opjZ1wy65vn6lIE17oFOBC6XO8/ayqGZogCKrBqt1nTB1b1RF7/wnWv+O6a7BbWrlO3LPZpPGzdymGesOFuo8AAAAlGx0lpL0xx9/aNiwYUpISLDHUlJStGbNGq1Zs0afffaZZs2apfDw8Ms65/Tp0xoxYoR+++23XNcSEhK0a9cu/fzzz+rYsaNatWp1WWcBAIDSrSB1UAUpqAIAAAAAAHCnCkG+uq1DXd3Woa4OnEzWrM1HtPVQgnbGJ2r/iWRl/f+3wVrWCtFnd7RT5WA/p51dv1KQ3rqppUb1itBvGw5p1uaj2n4kIde6J6dvUliQr3o0quK0swEAAOA+Zb5Yav369RoyZIhSU1NVrlw5jR07Vj169FBqaqqmTp2qTz/9VDExMRowYIDWrFmj4ODgIp1z9uxZ9enTR2vXnpu/feONN2rw4MFq2LChvLy8FBcXp4ULF+rnn3925tsDAAClVEEKoaiVAgAAAAAAnqRuxSCN7H7hi+sZWVbtO5Gs9KxsRdUIybcD1OWqXSFQD/WM0EM9I7TvRLK+WX5AXyzdZ7+eZbVp5Lfr9P09Vyi6zqU7YAEAAKBkK/PFUqNGjVJqaqq8vb01d+5cdezY0X6tZ8+eioiI0JNPPqmYmBhNnDhRL730UpHOefjhh7V27Vr5+fnpp59+0nXXXWe63rZtW9144416++23lZ2dfTlvCQAAlAEFKYSyUi0FAAAAAAA8mK+3RY2qFe1L7EVVv1KQnr+miSyG9NmSCwVTqZnZuvOr1Zp2fyeFVyncGEAAAACULGW6WGrVqlVavHixJOmuu+4yFUqdN2bMGH355Zfavn273n33XT377LPy8fEp1DlLlizRN998I0l65ZVXchVKXcwwDHl7l+n/WgAAQAEUpAzKSq0UAADwcCNGjFBQUFCueHJysv33nj17XnIfwzD077//OjU3AABQehmGoWeubqITSen6dcNhe/x0SqZGfLVKv468UhXLOW8cIAAAAIpXma7K+fXXX+2/jxgxIs81FotFt99+u8aOHaszZ85o/vz56tu3b6HO+eCDDyRJISEheuihh4qcLwAAwHl0lgIAAGXBmjVr8r1mGOfG8CxcuNDhHjabzb4WAACgoCwWQ28ObqlTKZlaFHPcHo87lar7vlmr7+65Qn7eXm7MEAAAAEVlcXcC7rRkyRJJUlBQkNq0aZPvum7dutl/X7p0aaHOyMjI0G+//SZJ6tOnj/z9/SVJ2dnZiouL0/79+5WWllbY1AEAQBlXkEIoG8VSAADAg9lsNqf8AAAAFJWvt0WTb22tlrVCTPE1B07r6Z8381kDAADAQ5XpYqnt27dLksLDwx2OvmvcuHGuewpq48aN9mKo5s2bKyEhQaNHj1alSpVUp04d1a9fXyEhIerTp48WLFhQ+Dfx/w4ePOjw58iRI0XeGwAAlDw5n8VZ8miWwPM6AADgqaxWq1N/srOz3f2WAACAhwry89and7RVjRB/U/yX9Yf0wbzdbsoKAAAAl6PMjuFLS0vTiRMnJEm1atVyuDYsLExBQUFKTk5WXFxcoc7Ztm2b/Xer1aq2bdtq165dpjUZGRn6559/9O+//2r8+PF66qmnCnWGJNWuXbvQ9wAAAM9lk7kSyjAMGbKZCqSsFEsBAAAAAABctirB/vp8eDsNnrxMyRkXirAn/h2j+pWDdE2LGm7MDgAAAIVVZjtLJSYm2n8vV67cJdcHBQVJkpKSkgp1zqlTp+y/v/HGG9q1a5f69++vVatWKS0tTceOHdPkyZMVEhIim82mp59+2j62DwAAID95dZayGOb2UgUZ1QcAAAAAAIBLa1K9vN67JTpXd+8xP23U+tjT7kkKAAAARVJmi6XOj8aTJF9f30uu9/PzkySlpqYW6pzk5GTTmX369NHMmTPVrl07+fn5qXLlyrr//vs1c+ZMWSzn/usYO3Zsoedcx8XFOfxZtWpVofYDAAAlW86PCoaMXA/rKJYCAAAAAABwnl5NqurZAU1NsfQsq+6ZslaHzhTu70cAAABwnzJbLOXvf2G2dEZGxiXXp6enS5ICAgKKfI50rruUl5dXrnWdO3fWwIEDJUnbt2/X5s2bC3VOrVq1HP5Ur169UPsBAICSLecYPhnnRvGZ1lArBQAAAAAA4FR3XllPQ6+oY4qdSErXXV+tVlJ6lpuyAgAAQGGU2WKp4OBg++8FGa13vkNUQUb25XdO5cqVFR0dne/afv362X9fvXp1oc4BAABlS15j+HI0lqKzFAAAAAAAgJMZhqH/XhelzuGVTPEdRxP1yA/rlW3leQwAAEBJ5+3uBNzF399fFStW1MmTJ3Xw4EGHa0+fPm0vlqpdu3ahzrl4fa1atQq89vjx44U6BwAAlC05C6EMGcrRWIrOUgAAwCP17NmzWM8bPny4br/99mI9EwAAeDYfL4s+vLW1Bn60VHuOJ9vj83Yc09gZm/TM1U0UGujrxgwBAADgSJktlpKkpk2bavHixdq9e7eysrLk7Z33fxw7duyw/96kSZNCnREVFWX/PTs72+Hai6/nlwsAAICknEP4ZNBZCgAAlBILFiwotrMMw1D37t2L7TwAAFB6hAT46Ivh7XTDh0t1OiXTHv9pzUHN3HREQ9rV1l2d66tWWKDLcsjKtmrNgdNKz7LKz9siP2+L/H28VCMkQCGBPi47FwAAwNOV6Yqczp07a/HixUpOTtbatWt1xRVX5Llu4cKF9t+vvPLKQp1Rt25d1alTR7Gxsdq/f79sNpuMnG0f/t+ePXvsv9esWbNQ5wAAgLIlZx2UIcmS4zMGXd8BAIAnevHFF4v1vG7duhXreQAAoPSoWzFIn9zWVrd+tkKZ2RcexKRkZOvLpfs1ZfkB3dy2tl68tqn8fbycevaBk8m6/9t12n4kIdc1iyGN6dtID/YId+qZAAAApUWZLpa64YYbNH78eEnSl19+mWexlNVq1ZQpUyRJoaGh6tGjR6HPGTRokN5++20lJCTo33//Ve/evfNcN2PGDPvvnTt3LvQ5AACg7LDlqJayGHmN4aNaCgAAeJ7iLpYCAAC4HO3rV9CEwS31+LSNysrxzbVsq00/rIrV0bOp+uS2tvL1tjjlzPk7j2nUD+uVkJaV53WrTZowZ6ckUTAFAACQB+d8KvNQ7du3V5cuXSRJn3/+uZYvX55rzcSJE7V9+3ZJ0qhRo+TjY25bumDBAhmGIcMwNHz48DzPGT16tPz9/SVJjz32mBISclf5f/vtt/Y28wMGDFDt2rWL+rYAAEAZkKsMypAsFjpLAQAAAAAAFLcbomtq5iOddX2rGvKy5J4uMn/ncT320wZlX+bDGqvVpg/m7dKdX63Ot1DqYhPm7NRni/de1pkAAAClUZkulpKkd999VwEBAcrKylLfvn01fvx4rVixQvPnz9d9992nJ598UpIUGRmpMWPGFOmMOnXq6OWXX5Ykbd68We3bt9eXX36ptWvXav78+Xr44YfthVbly5fX22+/7ZT3BgAASq+8xvDlfBRnpbMUAAAAAABAsWhcrbze/U+0FjzeXcM71ZO/j/lPcDM3HdGzv2wucifwjCyrHvx+nd6aG5PruVCwn7fCAn0UkMeov1dmbde3Kw4U6UwAAIDSqkyP4ZOk6Oho/fjjjxo2bJgSEhL0zDPP5FoTGRmpWbNmKTg4uMjnPPHEEzp16pTeeOMN7dy5U3feeWeuNVWqVNGvv/6qiIiIIp8DAADKhlxj+CyGLEbOzlIUSwEAAAAAABSn2hUC9dJ1Ubq2ZQ3d9vlKpWRk269NXR2nYH9vPXN1ExlG7g5UjoyfvV2ztxzNFR/QvLreHNxCQX7n/uT31dJ9eumPbaY1z/26RX7eFt3UlqkmAAAAEp2lJEnXXnutNm3apEcffVSRkZEKDAxUaGio2rZtqzfeeEPr169XePjlz3QeP368li5dqttuu0316tWTn5+fQkJC1K5dO40bN04xMTHq2LGjE94RAAAo7XJ2bTek3A/ZqJUCAAAAAABwizZ1w/S/29rK18v8p7hPF+/T63/tKFSHqb+2HNGXS/ebYhZDevqqxvpgaLS9UEqShl9ZX09f1TjXHk/P2Kw1+08V7k0AAACUUmW+s9R5devW1aRJkzRp0qRC3de9e/dCfaDt2LEjBVEAAOCy2XJUQhmGIUuOWqmcBVUAAAAAAAAoPp0jKun9odEa+d06ZV/0oOaThXt1JjlTr97YTN5ejvsaxJ5M0RPTN5livt4WfXZ7W3WNrJznPfd3a6i0zGy9888ueyzbatND36/XrEc6q2I5v8t4VwAAAJ6PzlIAAACeKI/OUozhAwAAAAAAKFn6RVXThMEtcsV/XBOnB79fp7TM7DzuOic9K1sPfr9OiWlZpvh/r4vKt1DqvFG9InRv1wam2NGEND3600ZZ+YYdAAAo4yiWAgAA8EC5xvDl2VmKB18AAAAAAADuNrB1Lb05uEWuZzdztsZr+JertPd4Uq57rFabXp21XZsPnTXFr29VQ/9pV/uSZxqGoaf6N9aV4RVN8UUxx/XRgt2FfxMAAAClCGP4AAAAPFDuMXznHoKZ1lArBQAAAAAAUCLc3La2QgN89NAP65WRZbXHV+w9pZ4TFyqiSjn1jaqqWmGBWrr7hJbuPqHTKZmmPRpUDtJrNzbP9QwoP14WQ+8MidaA9xbrWGK6PT7p7xi1rhumTg0rOefNAQAAeBg6SwEAAHignIVQhs4VTF2MzlIAAAAAAAAlR9+oappyZ3sF++XuZbDrWJI+nL9HY2ds1sxNR3IVSvl5W/TRra0VlMe9jlQO9tN7t0SbulpZbdIjP2zQiaT0/G8EAAAoxSiWAgAA8EA5y6AshiELnaUAAAAAAABKtA4NKuqHezuoUjnfQt338vVRalytfJHPHNO3kSl2IildE+fGFGk/AAAAT0exFAAAgAfK2TXKMGT6hmBeawAAAAAAAOB+zWqGaObDXXRbh7qqHOzncG2DykH6cGhrDWlX57LOfKBbQ3VvVNkU+3F1rHYcTbisfQEAADxR4Xp1AgAAoGTIYwxfzs5SVmqlAAAAAAAASqRqIf4ad0Mz/fe6KK2PO6O5245q4c7jSs7IUouaoeoSUUmdIyqpVligU86zWAy9PrCFery1QKmZ2ZLOPTt6ddZ2TbmzvYwcz5UAAABKM4qlAAAAPJBNOTtLGcr5TMtGZykAAFBKWa1WzZ8/X8uXL9fRo0eVkpKiV199VdWrV7evycjIUFZWlry8vOTn57hjAwAAgLtYLIba1A1Tm7phGntVE5eeVS3EX/d1a6B3/tlljy3edUILYo6rR6MqLj0bAACgJHFLsdTx48e1d+9eHT16VMnJyfLx8VFoaKjq1Kmj8PBweXl5uSMtAAAAj5GzDurcGD46SwEAgNJv5syZeuSRR3TgwAFT/PHHHzcVS3322Wd6+OGHVa5cOR0+fFhBQUHFnSoAAECJc2/XBvphVaziE9LtsVdnbVeX8Ery9rK4MTMAAIDiUyzFUsnJyfrtt980e/ZsLVy4UIcOHcp3rZ+fn6Kjo9W3b1/deOONatGiRXGkCAAA4FFyFkIZhnJ1lrLSWQoAAJQyn376qe6//357B81KlSrpxIkTeY6Nufvuu/Xcc8/p7Nmz+uWXXzRs2LDiThcAAKDECfT11hP9GuvxaRvtsd3HkvTD6jjd1qGuGzMDAAAoPi4tEV+/fr3uvPNOVatWTbfddpu+//57HTx4UDabLd+ftLQ0LV++XC+//LKio6PVokULffLJJ0pJSXFlqgAAAB4l54g9Q0auzlKUSgEAgNJk165devDBByVJPXv21LZt23Ts2LF81/v6+mrQoEGy2WyaO3ducaUJAABQ4g2MrqlmNcubYm//HaOEtEw3ZQQAAFC8XNJZav369Xr++ec1e/ZsSRf+mFetWjW1b99ebdq0UZUqVVShQgWFhYUpNTVVp06d0unTpxUTE6PVq1dr06ZNyszM1JYtWzRy5Eg9//zzevLJJ/Xwww/Lz8/PFWkDAAB4jJyFUOc6S+UolqKzFAAAKEXefvttZWVlqVmzZvrzzz/l6+t7yXu6dOmizz//XOvXry+GDAEAADyDxWLo2aub6pZPV9hjp5IzdOeXq/W/29uqQtClP2cBAAB4MqcXS40YMULffPONrFarJKl169a69dZbNWjQINWpU6fA+2RkZGjRokX67rvv9Msvv+jEiRN66qmn9NFHH2nKlCnq3Lmzs1MHAADwGDkLoSyGIQtj+AAAQCk2b948GYah0aNHF6hQSpLCw8MlSXFxca5MDQAAwON0bFhRfZtW1dxt8fbYmgOnNfCjpfpyRHvVrxTkxuwAAABcy+lj+L7++mt5e3vrnnvu0Y4dO7RmzRo9+uijhSqUks61Su/du7e+/PJLxcfHa8qUKWrUqJH279+vefPmOTttAAAAj5KzDsqQco3h+//adQAAgFLh4MGDkqSWLVsW+J6goHN/5EtJSXFJTgAAAJ7s+Wuaqry/ua/C/pMpGvjRUq3Zf8pNWQEAALie04ulRo4cqV27dumTTz5RZGSkU/b08/PTsGHDtHXrVk2dOlURERFO2RcAAMBT5eoZZYjOUgAAoFQ7P3K4MIVPJ0+elCSFhIS4JCcAAABPVrtCoH66v6NqhPib4qdTMjX0s5VaGHPcTZkBAAC4ltOLpT744APVrl3b2dtKOvdQ7Oabb9Ytt9zikv0BAAA8Rc46KIthSDk6S1ErBQAASpOaNWtKkvbu3Vvge5YsWSJJatCggUtyAgAA8HSNq5XXLw9eqaga5U3xjCyrxvy0QWdTMt2UGQAAgOs4vVgKAAAArpeza9S5MXyO1wAAAHiy7t27y2az6euvvy7Q+rNnz+rjjz+WYRjq2bOni7MDAADwXFXL++un+zqqR6PKpviJpAxNmLvDTVkBAAC4DsVSAAAAHihnGZRh/H93KQdrAAAAPNl9990nwzC0cOFCffXVVw7Xnjx5UjfccIOOHj0qb29v3X///cWTJAAAgIcK8vPWp7e3zVUw9d3KWG2IO+OepAAAAFzE21UbZ2Zm6vfff9esWbMUExOj+Ph4eXt7KygoSPXq1VN4eLiio6PVtWtXVa9e3VVpAAAAlEq2XJ2lDDpLAQCAUi06OlqjRo3SO++8o7vuukuzZ8/WoEGD7NeXLVumDRs2aOnSpfr++++VkJAgwzD0/PPPq27dum7MHAAAwDN4e1k07oZm6jNpkVIzsyVJNpv07C+b9duDV8rbix4MAACgdHBJsdTy5cs1fPhw7d692x47/wc9wzC0fv160/rIyEj95z//0a233qrw8HBXpAQAAFCq5KyDMoxzn7MuZqVWCgAAlDITJ05Uenq6Jk+erOnTp2v69On2z0D33Xeffd3551CjR4/Wc88955ZcAQAAPFGtsECN6h2h12dfGL+39XCCvllxQCOurF/kfc+kZOjQmVTFJ6Tp6Nl0xSekKTTQR4Pb1FKwv48zUgcAACgwpxdL7dixQ/3791dSUpJsNpssFovq1aun0NBQZWdnKykpSSdPntSZM2fs9+zcuVMvv/yyxo0bp5tuukkvvfSSGjVq5OzUAAAASg1bjiF7hpG7s1TO7lMAAACezjAMffjhh7rhhhv0+uuva+HChbJarbnWdOzYUc8995yuuuoqN2UKAADgue7qXF8z1h1UTHySPTZxboyubl5dVcv7X/L+xLRMzdx0RDuOJCgmPkm7jiXqRFJGnmt/XB2nnx/opCA/lw3DAQAAyMXpnzxee+01JSYmysvLS08//bQee+wxhYWFmdZs2bJFLVq0kGEYeu655/T3339r5cqVslqt+umnn/Trr7/qtdde06OPPurs9AAAAEqFXJ2lJFlydpaitRQAACil+vTpoz59+igxMVHr16/XsWPHlJ2drYoVK6pVq1aqVKmSu1MEAADwWD5eFr1yQ3Pd/MlyeywpPUv3TlmjV29srmY1Q/K9d83+U7pnyhqdTsks0Fk7jibq+d+2aNLNrS43bQAAgAJz+nDhBQsWyDAMPfXUUxo3blyuQinJPCLmv//9r5YtW6a4uDiNHz9e1atXV3p6uh5//HHdddddzk4PAACgVMhZLGWxnBvFdzFqpQAAQGkXHBysrl27avDgwRoyZIh69+5NoRQAAIATtK9fQTe1qWWKbTx4Vtd+sESPT9uoo2fTct3z15ajuvWzlQUulDpvxrpDmrYm7rLyBQAAKAynF0sdP35cknTttdcW6r4aNWroqaee0p49e/TMM8/IMAx99dVXevrpp52dIgAAgMez5qiWMmTk6ixFrRQAAAAAAACKauzVTRQW6GOK2WzS9LUH1eOtBXpi2kb9teWIktKz9PWy/Xrgu7VKz7Lms9u5L/pVCfZTi1ohCvL1Ml174bet2hWf6JL3AQAAkJPTx/BVr15dBw4cUEJCQpHu9/Pz0yuvvKKoqCjdeuutmjhxom6++Wa1bt3ayZkCAAB4rpyFUIZh7t4pSbac7acAAAAAAACAAqoQ5KuvRrTXyO/W6dCZVNO11MxsTVt7UNPWHpS3xVBWHi3O29ULU9eIyoqoGqzIquVUu0KgfLzO9XGYuemwHvp+vWm/B79fp09ua6u4UynaczxJp1My1ahqsLo3qqwgP6f/SRMAAJRhTv9k0a1bN02ZMkXff/+9+vTpU+R9brnlFs2ZM0dTpkzRRx99pM8++8yJWQIAAHi4HM+fDEmWXGP4KJYCAACe584773T6noZh6PPPP3f6vgAAAKVdy9qh+ndMN32xdJ8+mr9HSelZudbkVSh1S/vaGnd9M3l75T3k5poWNbR8z0l9tzLWHouJT1KPtxbkWuvnbVG3yMrq36yayvl56/CZVB06k6qjCemqHuKvkd0bKjTQt+hvEgAAlDlOL5YaOXKkpkyZoilTpqhXr14aNmxYkfcaNmyYpkyZovnz5zsxQwAAAM+XawyfkXsMXx7PqQAAAEq8r776KlfHzMths9kolgIAALgM/j5eGtk9XDe1qa1Jf8fox9WxDp87PdYnUg/3DL/kZ7rnr2mqtQdOa8dRx+P30rOsmrstXnO3xed5ff6OY5p2f0cKpgAAQIHlXc59Gdq1a6dHHnlENptNw4cP1xNPPKGkpKQi7VW+fHlJ0pEjR5yZIgAAgMfLawwfnaUAAEBpUKdOHYc/lSpVks1ms//4+PioatWqqlq1qnx8fOxxSapUqZLq1q2rOnXquPldAQAAeL7KwX4aP7C5Fj3ZQy9e21RdIirJx+vCAykvi6E3B7XQI70iClT87u/jpQ9vba1AX6/LymvXsSTd+dVqpWTk7noFAACQF6cXS0nSxIkTNXToUFmtVk2aNEl169bVU089pS1bthRqn7lz50o692ALAAAAF+SsgzIu+r/5rQEAAPAE+/fv1759+/L8mT59uoKCguTt7a0HHnhAq1evVnJysg4fPqzDhw8rOTlZa9as0QMPPCAvLy8FBQVp+vTp2rdvn7vfFgAAQKlRKyxQI66sr2/uukLrX+irj4e11nMDmmjO6C66uV3tQu3VsHI5vTOklfx9LvzJMtjPWy1rh6pDgwryzvntwHysiz2jkd+tU2a2tVDnAwCAssnpY/gkyWKx6JtvvlFUVJReeuklnT59Wm+99ZbeeustNWzYUNHR0Q7vz8rK0ieffKJx48bJMAx17drVFWkCAAB4LFuO3lIWw8jVWcpGtRQAAChFDh8+rKuvvloJCQmaM2eOevTokWuNl5eXWrdurdatW+vmm29W//79NWDAAK1fv17Vq1d3Q9Y4LyoqyvQ6MzPTTZkAAABnKufnrf7NLu9zVt+oalryVE8dPJ2qGiH+qhzsZ+9MdSYlQ/9sP6a/thzRutgz8vWyqGZYgGqEBmjVvpOKT0i377Ng53E9OX2TJt7UUpYCFlkBAICyySXFUpJkGIbGjh2r6667Ts8//7x+++032Ww27d69W3v27LF/yClfvrzq1KmjihUrys/PTwkJCdq6datSUlJks9kUHBysZ555xlVpAgAAeCRrzs5SxrmCKUdrAAAAPNnEiRN1/PhxPfXUU3kWSuXUrVs3jR49Wm+88YYmTJigSZMmFUOWAAAAKIpK5fxUqZxfrnhooK8Gt6mlwW1q5boWE5+omz5errOpF4qwf1l/SEF+Xvrvdc3kRcEUAADIh0vG8F0sKipKM2bM0Pbt2/Xss88qPDxcNpvN/pOUlKRt27ZpyZIl+vfff7Vq1SolJyfLZrOpQYMGmjlzppo2berqNAEAADxLjq5RhgxZcnyys9JZCgAAlCIzZ86UYRgaMGBAge85v3bWrFmuSgsFtHXrVtPPvHnz3J0SAADwcJFVg/XF8HamEX6S9O2KWN399WolptHJEgAA5M1lnaVyioyM1Lhx4zRu3DgdPHhQixcv1oYNG7Rr1y4dOHBAKSkpysrKUtWqVRUREaGrr75a1113nfz8cleRAwAAlHW5yqAM2Tt3nkdnKQAAUJocPHhQkuTv71/ge86vPX8vAAAASpc2dcM0eVgb3fP1GmVd9DBs/s7jGjR5mT67vZ3qVAx0Y4YAAKAkKrZiqYvVqlVLt9xyi2655RZ3HA8AAODxrDkqoSx5jOGz0VkKAACUIkFBQUpLS9Pq1avVtm3bAt2zatUqSVJgIH8gAwAAKK16NKqit4e00mM/bVBm9oXnYTHxSbrho6X6eFgbta9fwY0ZAgCAksblY/gAAADgfDnLoAwZMnLEGMMHAABKk3bt2slms+m1117T8ePHL7n+2LFjGj9+vAzDULt27YohQwAAALjLtS1r6Lu7O6hCkK8pfio5Q7d9vlJbDp11U2YAAKAkolgKAADAA+WsgzKMc92lLsYYPgAAUJo89NBDkqTDhw/riiuu0K+//iqr1ZprndVq1W+//aaOHTvq0KFDkqRHHnmkWHMFAABA8Wtfv4J+e/BKRVYtZ4qnZ1n10PfrlJiW6abMAABASePyMXxLlizR9OnTtWfPHnl5ealJkya6+eabFR0dfcl7d+3apX79+skwDO3Zs8fVqQIAAHiMnHVQFsPIYwxf8eUDAADgaldddZVGjx6td955RwcOHNCgQYMUFham6OhoValSRYZhKD4+Xhs2bNCpU6fsI4kfeeQR9e/f383ZAwAAoDjUrhConx/opEd+WK/5Oy90I91/MkVP/7xZHwyNlmHk7M8OAADKGpcVS2VmZmrEiBH64YcfTPE//vhDb775pgYNGqSPPvpIlSpVynePjIwM7d+/nw8tAAAAOdhyVEIZhnJ9Zsq5BgAAwNNNmjRJderU0XPPPaeUlBSdOnVK8+bNM605/xkoICBA48aN02OPPeaOVAEAAOAmwf4++uS2trrpk+XaGHfGHp+1+YjaL6+gOzrVc1tuAACgZHDZGL577rlH33//vWw2W54/P//8s1q0aKGlS5e6KgUAAIBSK686qNxj+CiWAgAApc/o0aO1b98+vfnmm+rbt6+qVasmX19f+fr6qmrVqurTp4/eeOMN7du3j0IpAACAMsrX26IPh0YrJMDHFH9l1jZtOnjGPUkBAIASwyWdpZYuXaopU6bIMAxFRERo4sSJ6tGjh9LT07VgwQK98cYbWrVqlY4ePaq+ffvqxx9/1DXXXOOKVAAAAEolm3J2lso9hs9KrRQAACilKleurMcff1yPP/64u1MBAABACVUrLFCTbm6pu75eY49lZts0ePJyVSrnq/IBPgoN9FG7ehX0YI9w+ft4uTFbAABQnFzSWerzzz+XJNWsWVPLli3TgAEDFBgYqLCwMN14441avny5JkyYIG9vb6WmpmrgwIH67rvvXJEKAABAqZSzaZTFkCw5PtnRWQoAAAAAAABlWa8mVXVf1wamWEa2VYfPpmnH0USt2HtK78/brTE/bbSPcwYAAKWfS4qlli5dKsMwNGbMGFWoUCHX9fPX/v77b4WFhSkrK0t33HGHPv74Y1ekAwAAUOrk7BplXPR/z+P5DgAAAAAAAMq6x/s1Utu6YQ7XzNp8RD+tiSumjAAAgLu5pFjq8OHDkqSOHTs6XNetWzctWrRINWrUkNVq1YMPPqi33nrLFSkBAACUKnmP4cuxhmopAAAAAAAAlHE+XhZ9eGtrNa4W7HDdS79v0+5jScWUFQAAcCdvV2yamZkpSfLyuvRs36ioKC1evFi9e/fWvn379NRTTykxMVH//e9/XZEaAABAqZCzDsqQZDHM1VI5u08BAAB4soI8Z8qPYRjKyspyYjYAAADwJFXL+2v2qC7adyJZp1MydCYlUzuOJmrCnJ32NamZ2Ro1db1mjOwkP++if/YEAAAln0s6S1WuXFmSFBsbW6D19evX1+LFi9WkSRPZbDa98sorGjNmjCtSAwAAKBVydo3Kq7OUlc5SAACgFLHZbJf1AwAAgLLNMAw1qFxObepWUK8mVfVgj3DdekUd05qthxM04a+d+ewAAABKC5d0lmratKkOHz6sxYsX68YbbyzQPTVq1NCiRYvUt29frV+/Xu+88442bdrkivQAAAA8Xq7OUsa5Bz4Xo1gKAACUJi+++OIl1yQnJysmJkZ///230tLS1KFDB/Xt27cYsgMAAIAnem5AU63ad0q7Lhq/99mSfeocUUndG1Vx2jkJaZmKPZmi/SeTdeBkiqxWm5rVDFHrumEKCfBx2jkAAKBgXFIs1blzZ/3999+aNm2aJk6cmOsPd/mpWLGi5s+fr6uvvlrLli3TvHnzXJEeAACAx8tZBpXnGD5rsaUDAADgcgUpljrv5MmTuuuuuzRz5kwNHTpUDz74oAszAwAAgKcK8PXSe7dE6/oPlyoj68LDtEd+WK+fH+ikiKrBl7X/7M1H9Oqf23XwdGqe1w1DalytvK6oX0F3dKqn+pWCLus8AABQMC4Zw3f11VdLkg4fPqwZM2YU6t7y5cvr77//Vp8+fWiRDgAAkI+cH5MshiGvHJ/ssvksBQAAyqiKFStq+vTpatmypR599FGtXLnS3SkBAACghGpSvbyeuaqxKZaQlqXhX65WfEJakfddvuekHv5hfb6FUtK5Z3zbjyToq2X71e/tRZq/81iRzwMAAAXnkmKpNm3aqHPnzmrQoIG+/vrrQt8fEBCgmTNnFniEHwAAQFmTc8SeYUgWS87OUhRLAQCAssvb21uPPPKIsrKyNGnSJHenAwAAgBLsjk711D+qmil26Eyqhn+5WolpmYXeL/Zkih74bq2yCvF8LiPbqvu/WasVe08W+jwAAFA4LimWkqRFixZp165d+v3334t0v4+Pj37++WdZrVZlZ2c7OTsAAADPlmsMnyF55RjDR2cpAABQ1jVr1kyStHTpUjdnAgAAgJLMMAy9PaSVWtUONcW3H0nQyO/WKTPbmveNeUhMy9TdU1brTIq5yMowpJqhAboyvKLa1QuTr3fuP9OmZ1l111ertSHuTFHeBgAAKCBvdycAAACAIsjZWUqGvHJ0lsqmsxQAACjj0tLOjU05ceKEmzMBAABASRfg66XP72irQZOXaf/JFHt88a4TGjtjsyYMbiEjx5cVc8q22vTojxsUE59kivduUkUf3tpaft5e9lhaZrY2HzqrL5fu05+bj9rjyRnZuuOLVfrxvg5qXK28k94dAAC4mMs6SwEAAMB1ctZBGYZkydlZimIpAABQxs2YMUOSVLlyZTdnAgAAAE9QsZyfvr6zvSoG+Zri09ce1A+r4i55/4Q5O/XP9mOmWKOqwXrnP9GmQilJ8vfxUrt6FfTef6LVL6qq6drZ1EwN+2yV4k6lCAAAOB/FUgAAAB7IlmMQn2EY8qazFAAAgCQpOTlZr7/+ut59910ZhqFevXq5OyUAAAB4iLoVg/T58HYK8DEXN730x1ZtPXw2z3tsNpsmzt2pjxfuMcXDAn302R1tVc4v/2E/3l4WvXdLtLpEVDLFTySla/SPG5RViBGAAACgYJw+hm/GjBkaOHCgs7e1O3z4sGJjY9WhQweXnQEAAFDS2XJ2lpJkyVEsZc25CAAAwIP17NnzkmusVqtOnz6tmJgYZWRkyGazqVy5cnr22WeLIUMAAACUFq1qh+rtIS11/7fr7LGMLKse/G6d/ni4s4L9fexxq9Wml2du01fL9pv28LYYmjysjWpXCLzkeX7eXvrktja644tVWr3/tD2+9sBpTV6wRw/3irj8NwUAAOycXiw1ePBgtWjRQs8995wGDx7stH3j4uI0fvx4ffnllxo7dizFUgAAoEzLWQZlMSQvOksBAIBSbMGCBTIMQ7ZCFITXrVtX3377rSIi+OMSAAAACqd/s+oacWU9fbl0vz22/2SKnp6xWR/cEi3DMJRttWnsjE36ac3BXPe/ckMzdWhQscDnBfp66/Ph7XTt+0t04OSF8Xvv/rtL3RpVVotaoZfzdgAAwEWcXizVsGFDbdq0SUOGDFGdOnU0dOhQDR06VFFRUYXeKzk5Wb/88ou+//57/fPPP8rKypK3t7caNmzo7LQBAAA8Ss6uUYZhyMvIUSxFrRQAAChFunbtKiPH552cLBaLgoODVb9+fXXr1k0DBgyQj4+Pw3sAAACA/Iy9qonWxZ7Rxrgz9tisTUeUlJYlq82mQ2dStfd4sukew5DG39hc/2lfp9Dnlff30dtDWummj5fbvwiZZbVp9I8bNOvhLgrw9brEDgAAoCCcXiy1bds2vfPOO3rzzTd14MABvf7663r99dcVERGhDh06qF27doqOjlaVKlUUFhamsLAwpaam6tSpU/Y26atXr9aqVau0atUqpaWl2b8xOHDgQL322muKjIx0dtoAAACepSBj+OgsBQAASpEFCxa4OwUAAACUMb7eFn1wS7QGvLdYCWlZ9vjCmON5rve2GJo0pJWua1mjyGe2rhOmB3uE671/d9lje48n67U/t2vcDc2KvC8AALjA6cVSPj4+euKJJ/TAAw/oo48+0ocffqi4uDjFxMRo165d+uabbwq0z/kCKT8/Pw0cOFCjRo1S+/btnZ0uAACAR8pVBmVIXjkaLTCGDwAAAAAAALg8tSsEauLNrXTPlDUO1/l6W/TR0Nbq3bTqZZ/5cM9wLYw5bupo9c2KA+rZuIp6NK5y2fsDAFDWWVy1cbly5fTkk09q3759mj17tkaMGKG6devKZrNd8sfPz0/dunXTpEmTdOjQIX333XcUSgEAAFwkZ9coi2HIy5JzDB/FUgAAoPRYtGiRFi1apNTU1ALfk5aWZr8PAAAAKKo+Tavqvq4N8r0e7O+tL4e3c0qhlCT5eFn0zpBWCvAxj917esYmnU3NdMoZAACUZU7vLJWTxWJRv3791K9fP0nSoUOHtGzZMh08eFDHjx/XqVOn5O/vr8qVK6ty5cpq3ry52rZtKx8fH1enBgAA4LFylkExhg8AAJR23bt3l8Vi0aZNm9S0adMC3XPo0CH7fVlZWZe+AQAAAMjH01c1VmTVYG2IO6NAPy9VCPRVWJCvKgb5KrpOmCoE+Tr1vPqVgvTcNU307C9b7LH4hHSN/3O7Xh/UwqlnAQBQ1ri8WCqnmjVr6qabbiruYwEAAEqVnE2jDEPyMugsBQAASjdbET/fFPU+AAAA4DzDMDSoTS0NalOr2M4c2r6O5m6N18KY4/bY1NVxurZlDV0ZXqnY8gAAoLRx2Rg+AAAAuI5Nucfw5ewslU1nKQAAUMZZrVZJkpeX1yVWAgAAACWPYRh6bWBzBfnmHseXnE7nVAAAisolxVI//fSTYmJiXLE1AAAAlHdnKW+KpQAAAEwOHDggSQoJCXFzJgAAAEDR1AwN0NNXNzHF4k6lasKcnW7KCAAAz+eSMXz/+c9/ZBiGAgMD1bx5c7Vq1cr+06JFC/n7+7viWAAAgDIj9ygZQ14USwEAgFIkNjY2z/iRI0dUrlw5h/emp6drz549ev7552UYhqKiolyRIgAAAFAsbm1fR39sPKxV+07ZY18v369rWlRX23oV3JgZAACeySXFUtK5P+AlJydr5cqVWrlypT1usVgUERFhKqBq1aqVqlSp4qpUAAAASp1cpVLGuVF8F7PmKqgCAADwHPXr188Vs9ls6tu3b6H3uv32252REgAAAOAWFouhNwa1UP93Fik969yoaZtNGjtjs/4a3TXXlygBAIBjLimWmjx5sjZs2KANGzZo8+bNSklJsV/Lzs7Wzp07tXPnTv3444/2eNWqVXMVUEVGRroiPQAAAI+Xsw7KYojOUgAAoFTJ3UnTcTwv/v7+euSRR3TnnXc6Ky0AAADALepXCtKYvpF67c8d9tiuY0n6Z3u8+kVVc2NmAAB4HpcUS91333323202m2JiYuzFU+d/4uPjTfccPXpUc+bM0Zw5c+yx82P8oqOj9eGHH7oiVQAAAI+Us2uUISOPzlLFmREAAIBzffnll6bXI0aMkGEYGjdunGrWrJnvfYZhyN/fX9WrV1d0dPQlR/YBAAAAnuKuzg00Y90h7TiaaI/9b9FeiqUAACgkl43hO88wDDVq1EiNGjXSkCFD7PH4+PhcBVS7du2S1Wq1r0lOTtaKFSu0cuVKiqUAAAAuktcYPjpLAQCA0uSOO+4wvR4xYoQk6YYbblDTpk3dkRIAAADgVl4WQ/d3a6jRP26wx9YeOK21B06pTd0K7ksMAAAP4/JiqfxUrVpV/fr1U79+/eyx1NRUbdq0yVRAtXnzZqWmprorTQAAgBIp5/QZQ5KXxRyjWAoAAJQm8+fPlyTVr1/fzZkAAAAA7jOgRXW9+dcOHT6bZo/9b9FefXIbxVIAABSU24ql8hIQEKArrrhCV1xxhT12fowfAAAALrDlHMNn5DWGj2IpAABQenTr1s3dKQAAAABu5+Nl0Z2d6+uVWdvtsbnb4rXvRLLqVwpyY2YAAHiOElUslZfzY/wAAABwQa7OUnmM4cuisxQAAAAAAABQ6gxpV1vv/rNLielZks49K/xs8V69emPzIu1ntdq05sBp7TmepITUTCWmZSkhLVNBft4a1LqmwqsEOzN9AADcrsQXSwEAACA3m3J0lpIhr5ydpSiWAgAAHmjKlCn232+//fY840Vx8V4AAACAJwv299HQDnX0ycK99tj0tQf1WJ9IVSznV6i9Vuw9qVdmbdOWQwl5Xv9hVaxmPtxZtcICLytnAABKEoqlAAAAPFDOzlKWPDpLZTOGDwAAeKDhw4fLMAwZhmEqcDofL4qcewEAAACebkSn+vpiyT5lZp97BpieZdWU5Qf0aJ/IAt2//0Syxs/erjlb4x2uO5OSqfGzd+jDoa0vO2cAAEoKi7sTAAAAQOHlbBqV1xi+bDpLAQAAD2Wz2WTLo/D7fLwoPwAAAEBpUi3EX9e1rGmKTVm+XwlpmZe897PFe9Xn7YWXLJQ6b9amI1q592SR8gQAoCSisxQAAIAHyjWGzzBksTCGDwAAeL59+/YVKg4AAACUVfd2baCf1x20vz6dkqmxMzbrg1ui8+3K+tuGQ3pl1vY8r9UKC1CDyuUU7O+txTHHlZCWZb/28sxt+v2hzrm+sAkAgCeiWAoAAMAT5ewsJcnLYAwfAADwfHXr1i1UHAAAACirGlULVq/GVfTvjmP22KxNR3Rlw0oaekWdXOt3xSdq7IzNueJhgT56rE+kbmlfR95e5wYTTVm+Xy/8ttW+ZuvhBE1bE6f/tM+9LwAAnoYxfAAAAB7IasvdWSrnt7qs1uLMCAAAAAAAAEBxe/mGZgoJ8DHF/vvHVu08mmiKJadn6YHv1iklI9sUH96pnhY80UO3daxnL5SSpKHt6yiyajnT2glzdhZozB8AACUdxVIAAAAeKGfPKMOQLHSWAgAAAAAAAMqUmqEBmjC4hSmWnmXVQ9+vU+r/F0bZbDaNnbFZu48lmdYNaVtbL10XlavYSpK8vSx64ZooU+xkcoYmzY1RZjbf0gQAeDaKpf7fgQMHNGbMGDVu3FhBQUGqUKGC2rVrpwkTJiglJcUlZ6akpKhBgwYyDEOGYahevXouOQcAAJQ+OeugDClXZ6lsK8VSAAAAAAAAQGnXN6qahneqZ4rtOpakWz9bobEzNmnU1A36feNh0/Um1cvrv9ebi6Fy6hxRSX2aVjXFvlq2X1EvzNHV7y7WmJ826tf1h5RF8RQAwMN4uzuBkuCPP/7QsGHDlJCQYI+lpKRozZo1WrNmjT777DPNmjVL4eHhTj33hRde0L59+5y6JwAAKBtylkFZDENeeZTBW602WXIUUQEAAHiykydP6ttvv9XixYu1d+9eJSYmKjs72+E9hmFoz549xZQhAAAAUPzGXt1Yq/ef0tbDF/7euS72jNbFnsm1NtjPW5NvbS1/H69L7vvs1U20YOcxZWZfeCKZkW3VtiMJ2nYkQT+vO6j3/t2lx/pG6upm1WWxGMrMtmrVvlNasvuEbDbpjk51VT0kwCnvEwAAZyjzxVLr16/XkCFDlJqaqnLlymns2LHq0aOHUlNTNXXqVH366aeKiYnRgAEDtGbNGgUHBzvt3HfeeUf+/v7y8fFRYmLipW8CAAD4f9YcraXyGsMnGlzDdgAAoOBJREFUSVlWm3wplgIAAKXEtGnTdO+999q/8GYr4NhhI4/PSQAAAEBp4uftpQ+GttY17y1WcobjLxO8dXNL1asUVKB961UK0l2dG+jjhfl/+WDviWQ99P16RdXYo4aVy2n+zmNKTMuyX5+2Jk5f39lezWqGFOzNAADgYmW+WGrUqFFKTU2Vt7e35s6dq44dO9qv9ezZUxEREXryyScVExOjiRMn6qWXXrrsM7Ozs3XPPfcoOztbL774oj7//HOKpQAAQOEUYAyflLuoCgAAwFOtXLlSQ4cOldVqlc1mU40aNRQdHa0KFSrIYsmjxSYAAABQxtSvFKTXB7XQqKnrZc3nseB9XRuoX1S1Qu07pm+ksrKtmrX5iI6cTct33dbDCabOVuedTM7QLf9boS9GtFO7ehUKdTYAAK5QpoulVq1apcWLF0uS7rrrLlOh1HljxozRl19+qe3bt+vdd9/Vs88+Kx8fn8s6991339XatWvVqFEjPfXUU/r8888vaz8AAFD22HJVSxl5dpbKzu+pCAAAgId54403lJ2drYCAAH366acaOnSou1MCAAAASpxrW9ZQ3YqBWrr7pBLTMpWSka2k9CxlZlvVvn4FDW1fp9B7+nhZ9Nw1TfXcNU11JiVDO44mavuRBP2y/pA2HTxboD0S07N02+cr9fGwNureqEqhcwAAwJnKdLHUr7/+av99xIgRea6xWCy6/fbbNXbsWJ05c0bz589X3759i3zmgQMH9MILL0iSPv74Y/n6+hZ5LwAAUHZZrebXFkPy9sqjWIrOUgAAoJRYtmyZDMPQ008/TaEUAAAA4ECLWqFqUSvUJXuHBvqqQ4OK6tCgooZ3qqc5W+M1ce5O7TqWlGttpXJ+OpGUbn+dlmnVPVPW6PWBLTSwdU3GZQMA3KZMF0stWbJEkhQUFKQ2bdrku65bt27235cuXXpZxVIjR45UcnKybrvtNnXv3r3I+wAAgLItZ2cpQ4a88ni4YKWzFAAAKCXOnDkjSerXr597EwEAAAAgSTIMQ/2bVVOfplX16/pDmrH+oAJ8vNW9UWX1blJVoYE+eviH9fp7W7z9nsxsm8ZM26gfVsXqmQFN1LpOmBvfAQCgrCrTxVLbt2+XJIWHh8vbO///KBo3bpzrnqKYOnWq/vzzT4WFhWnixIlF3icvBw8edHj9yJEjTj0PAAC4V86GUYYhWSyM4QMAAKVX9erVFRsby7fPAQAAgBLGy2JoUJtaGtSmVq5rH93aWk9O36Rf1h8yxdccOK2BHy3TgObV9VT/xqpTMbC40gUAoOwWS6WlpenEiROSpFq1cv8P98X+j707j4+quv8//r4zk30hZGNL2PdVZBcQQcVdXFptXXG3WovWaqv259JWrW3Rr1XrUhTEVsEVF7SKisgOQfZ9JwlLEkLIvszy+yNkyJ2ZJBPINpnX8/FIvffcc889k869ZO587ufTtm1bRUVFqaioSOnp6ad0vGPHjun++++XJP31r39VUlLSKY1Tk9TU1AYdDwAAtGyeIVAWQz4zS1GGDwAAtBbnnXee3nrrLa1Zs0YjRoxo7ukAAAAA8EOI1aLpPx+imHCbZi/f77V9/sZDWrQjW2/fOlLDupBlCgDQNCzNPYHmUlBQ4F6Ojo6us39UVJQkqbDQu96uPx566CEdOXJEY8aM0R133HFKYwAAAFRxeQRBGYbhM7OU09lUMwIAAGhcv/vd7xQeHq5//OMfp3x/BgAAAEDTs1gMPXX5AL1y3ZlKjY/w2l5YZtftb6/W3pyiZpgdACAYBW2wVGlpqXs5NDS0zv5hYWGSpJKSknof68cff9Rbb70lm82m1157rVHSxaenp9f6s2rVqgY/JgAAaD6+EkZZfZXhI7MUAABoJfr06aP//ve/OnjwoM4991xt3ry5uacEAAAAwE+GYeiSwR307W8n6I+X9FObiBDT9mPFFbpl5iodLSxrphkCAIJJ0JbhCw8Pdy+Xl5fX2b+srPIf5ogI72jnuva788475XK5NG3aNA0ePLh+E/VTXaUEAQBA6+IZAmXUVIbPQbAUAABoHW699VZJUv/+/bV69WoNHjxYgwYNUt++fRUZGVnrvoZh6M0332yKaQIAAACoRZjNqtvHd9fPh6XqN3PWatGObPe2fUeLdfvsNL17+2gdyC3Wwu1ZStuXq9iIEP1uch91jKvf97QAANQkaIOlYmJi3Mv+pG4vKqpM++hPyb7qnn76aW3fvl2pqal66qmn6jdJAACAGniW4bMYhiw+coaSWQoAALQWs2bNcmfrNgxDLpdLGzdu1MaNG2vdz+VyESwFAAAAtDBtIkP0r+vP1DWvL9fmg/nu9rUH8jT8LwtUVO4w9d9xpECf3jvOZ3Z9AADqK2iDpcLDw5WQkKCjR48qIyOj1r7Hjh1zB0ulpqbW6zjPPfecJOm8887T559/7rNP1dhFRUWaM2eOJCk5OVmTJk2q17EAAEDwcHrEQBmqIbOUZ0cAAIAA1blzZ3ewFAAAAIDAFxVm01tTR+jKV5bq4PFSd7tnoJQkbcrM17y1mbp6GNV2AACnL2iDpaTKtO2LFy/Wrl27ZLfbZbP5/nVs27bNvdyvX796HaOqxN/MmTM1c+bMWvvm5OTol7/8pSRpwoQJBEsBAIAa+SzD5+OpKieZpQAAQCuxb9++5p4CAAAAgAbWLjZcs24dqatfXaaCUnutfZ9fsEOXDO6g8BBrE80OANBa+SjWEjzGjRsnqTKj05o1a2rst2jRIvfy2LFjG31eAAAAdfEsw2fIkGEY8oyXIrMUAAAAAAAAgJasd7sYvX7DMIVazV9dJ8eEmdYz80r0nxX7m3JqAIBWKqiDpa644gr3ck1Zn5xOp2bPni1JiouL08SJE+t1DJfLVedPly5dJEldunRxt/3www+n9JoAAEBw8EwYVVWRxjO7FMFSAAAAAAAAAFq6s3om6ovfjNOvzumhxy7up28eOFsrHz1Xo7rFm/q9vHCXjpdUNNMsAQCtRVAHS40cOVLjx4+XJL355ptavny5V5/p06dr69atkqRp06YpJCTEtP2HH36QYVRmcpg6dWqjzxkAAECSXB6F+IwT0VIWwxwsRRk+AAAAAAAAAIGgd7sY/f7Cvrrj7O7q3S5GhmHoDxf1NfXJK67Qa4t2N9MMAQCtha25J9DcXnzxRY0dO1YlJSWaPHmyHn30UU2cOFElJSWaM2eO3njjDUlS79699eCDDzbzbAEAACp5ZZY68V8ySwEAgNbqwIED9d7HMAyFh4erTZs2Cg0NbYRZAQAAAGhMQzu31cWD2uvLjYfdbW8t2aubxnRRhzYRzTgzAEAgC/pgqaFDh2ru3Lm64YYblJ+fr0cffdSrT+/evTV//nzFxMQ0wwwBAAC8eQZLVcVIWcksBQAAWqlu3bqd1v4pKSkaPXq0pk6dqosuuqiBZgUAAACgsT10QV99vfmI+8HQMrtTLyzYob/9bEgzzwwAEKiCugxflcsuu0wbNmzQAw88oN69eysyMlJxcXEaPny4nnvuOa1du1Y9e/Zs7mkCAAC4eQZBucvweWWWarIpAQAANCqXy3VaP+np6frwww916aWX6sILL9SxY8ea+yUBAAAA8EO3xCj9cmSqqe2DNRlavS+3mWYEAAh0QZ9ZqkqXLl30/PPP6/nnn6/Xfuecc45cp5mxYd++fae1PwAACD6ef31UJZTyLMNndxItBQAAWoeZM2dKkl577TWtXLlS4eHhuuCCCzR8+HAlJSVJkrKzs5WWlqavv/5aZWVlGjlypO68807l5+dr06ZN+vTTT5WTk6MFCxboiiuu0KJFi5rzJQEAAADw02/O7aWPf8pUcblDUmXm/d++v05fTTtb0WF85Q0AqB/+5QAAAAhEHtFSVSFSFs8yfMRKAQCAVuLmm2/W3XffrVWrVmnKlCl6/fXXlZyc7LNvVlaW7rzzTn3++ecaMGCAZsyYIUl66aWXdPfdd2v27NlasmSJ5s6dq2uvvbYpXwYAAACAU5AcE677z+ulZ77c5m5Lzy3R0/O36NmrBjfacYvK7Ppiw0FtyszXyG7xunRwB3eWfwBA4KIMHwAAQACqqQyf1eOvO8dpZsAEAABoKebNm6c33nhDY8aM0ccff1xjoJQkJScn65NPPtHo0aM1c+ZMvf/++5Kk8PBwvfXWWzrzzDMlSXPmzGmSuQMAAAA4fbeN664RXdua2t5bla7vtx055TFdLpe+3nxYMxbv0RcbDmpDRp6OFZVr2+F8/b95mzTqme/0+4826p0V+3Xfe2v14PvrVWZ3nO5LAQA0MzJLAQAABKAay/B5ZZYiWAoAALQO//rXv2QYhqZNm+bXk9yGYej+++/XtddeqzfeeEPXXHONJMliseiOO+7Qr371K6WlpTX2tAEAAAA0EKvF0PSfn6ELX/zRXY5Pkh7+cKO+eaCt4qNC6z3mE59t1uzl+/3u//HaTB08XqLXbxiuNpEh9T4eAKBlILMUAABAAHJ5ZpY6UYjPajV/ceggWAoAALQSGzZskCT17NnT732q+m7cuNHUPnhwZZmOo0ePNtDsAAAAADSFzgmR+n+X9je15RSW6Y/zNnrdM63Lyj1H6xUoVWXFnlxd9epSpecW13tfAEDLQLAUAABAAPL82G+pIbMUZfgAAEBrkZ+fL0nKzs72e5+qvgUFBab2iIgISVJICE+CAwAAAIHmFyNSNbFPkqnty42HtXhnjt9j2B1OPfHZZr/6Wgwp1Gb+Wn13dpGu/NdSrdjDAxgAEIgIlgIAAAhAngmjqmKkLBbK8AEAgNapc+fOkqT33nvP733++9//mvatkpWVJUlKSkry2gcAAABAy2YYhp67erDaepTB+/fiPX6P8d+VB7TtsPmhiqSYMFmr3V9NignTfZN6avHvJ+njX52l5JgwU/+cwnJd9+8V+r9vd5DhHwACDMFSAAAAgaimMnxklgIAAK3U5ZdfLpfLpdmzZ+vll1+us/9LL72kd955R4Zh6PLLLzdtW7lypSSpa9eujTFVAAAAAI0sOTZcv7ugj6lt8c4cbTucX+e+OYVlmv7NdlNb3/YxWv6HSdr+5wu1+OGJ+u7BCVr2h0l6cHIfdYqL0MBObTTv3rHq2z7GtJ/TJf3ftzt13b9X6PDx0tN/YQCAJkGwFAAAQADyCoGqKsPnkVmKJ5oAAEBr8Yc//EHJycmSpGnTpmn06NF6+eWXtXz5cu3atUu7du3S8uXL9fLLL2v06NG6//77JVVmj/rDH/5gGmvOnDkyDEPnnXdeU78MAAAAAA3k6jNTlBAVamp7c/HeOvf7+/+2K7/Ubmp76vIBslktslktSo2PVI+kaIVYzV+ld4yL0Ad3j9GE3t4ZalfuzdVFL/6oNftzT+GVAACamq25JwAAAID6c3pkjLKcyChl8cgs5dkPAAAgUMXHx2vBggW68MILdejQIa1evVqrV6+usb/L5VL79u31v//9T/Hx8e72PXv2aOTIkRo5cqSuvvrqppg6AAAAgEYQHmLVDaO76MXvdrrbPl13UA9d2EfJMeE+91mXnqf316Sb2qac0VGjuif4dcyY8BDNnDpCr/24W9O/MZffO1Zcobve+UmLH56oiFDrKbwiAEBTIbMUAABAAPKMgaoKkfLMLGV3ECwFAABaj0GDBmnLli2aNm2a2rRpI5fL5fMnNjZW9913nzZv3qzBgwebxujevbtmzpypmTNnqlevXs30SgAAAAA0hBvHdFGo7eRX3uUOp2Yv2++z7/6jRXrw/XWme6uRoVY9clG/eh3TYjF0zzk99f5do9UpLsK0LaewTHNWH6jXeACApkdmKQAAgADkFSx1IkbKYiGzFAAAaN3atGmjF154Qc8995zS0tK0adMmHTt2TJLUtm1bDRgwQMOHD1dYWFgzzxQAAABAY0uMDtNVQztpzuqT2aL+s3K/7p3Y05Td6fttR3T/nHVe5fd+c24vtW/jOwtVXYZ1ideXvxmvW2at0k8H8tztb/y4R9ePMgdxAQBaFoKlAAAAApBnCFRV+T2rOVZKDmfTzAcAAKCphYaG6qyzztJZZ53V3FMBAAAA0IxuG9fNFCyVV1yhD3/K0I2ju8jhdOnF73bqn9VK9VXpkRSlW8d2O61jt4kM0SMX99PPX1vubjt0vFTz1mbqmhGppzU2AKDxECwFAAAQgFweGaOqMkt5luFzkFkKAAAAAAAAQCvWq12MzumTpB+2Z7vb/m/BDr238oD25hSppMLhtU/P5Gi9efPwBsn+NKJrvEZ2jdeqfbnuttcW7dbVw1K87tcCAFoGcv8BAAAEoJpioKoyTFVxOgmWAgAAAAAAANC63TG+u2n9aFG5thzK9xkodcngDvr03rHqkhDVYMf/1cQepvU9OUX636bDDTY+AKBhkVkKAAAgALnkmVmqMkjK5lGHz0GwFAAAaIVcLpfWrVun9evXKycnRyUlJV6ZNz09/vjjTTQ7AAAAAE3trB4J6ts+RtsOF9TYx2ox9MhFfXXbuG7u+6kN5ZzeSerfIVZbDuW7215ZuEsXD2rf4McCAJw+gqUAAAACkOd3gVXZnL0yS1GGDwAAtDJvv/22nnrqKe3fv79e+xEsBQAAALRehmHowcl9dMfsNJ/b+7SL0Z+mDNCo7gmNdvx7J/bUve/+5G7bcihfP+zI1sQ+yY1yTADAqSNYCgAAIAB5BkEZqgySslrILAUAAFqvxx57TH/961/rzCIlVX5Z4U8/AAAAAK3D+f3b6bUbhmnRjmxFhFjVPSlK3ZOi1CMpWskxYY2e4enCge3VPTFKe3KK3G2vLtxNsBQAtECW5p4AAAAA6s/za7+qz/lWjw/8Dr4gBAAArcTKlSv17LPPSpLOP/98rVu3Tj/9VPnUtmEYcjgcys7O1ldffaXLL79cLpdL48aN06FDh+R0Optz6gAAAACayIUD2+vZqwbp8cv664bRXXRWj0S1iw1vklJ4Vouhuyf0MLWt2perjRnHG/3YAID6IVgKAAAgENVUhs8zs5SDYCkAANA6vPrqq5KkLl26aP78+Ro8eLBCQkLc2w3DUEJCgi644ALNmzdPr7zyipYsWaILL7xQ5eXlzTVtAAAAAEHkiqGd1KFNuKlt3rrMZpoNAKAmBEsBAAAEIM8yfKoqw0dmKQAA0EotW7ZMhmHoN7/5jWw2W539f/WrX+nqq6/Whg0b9K9//asJZggAAAAg2IXaLLr6zBRT2+frD8rh5D4tALQkBEsBAAAEoBrL8HlklnLyIRwAALQShw4dkiQNGDDA3WaxnLy1VVFR4bXPjTfeKJfLpblz5zb+BAEAAABA0pQzOprWswrKtGLP0WaaDQDAF4KlAAAAApBnwqiqECmvMnxklgIAAK1EVTBUcnKyuy06Otq9nJ2d7bVPSkrlE927du1q5NkFvv/85z+66667NHz4cIWFhckwDM2aNau5pwU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}, "metadata": {}, "output_type": "display_data" }, { "data": { - "text/plain": "", - "text/markdown": "---> Fourier transform of summed USC-partial patterns | Length of intensity array = 2048" + "text/plain": "
", + "image/png": 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" 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}, "metadata": {}, "output_type": "display_data" } ], "source": [ + "from opxrd.analysis.tools import print_text\n", + "\n", + "print_text('---> Reference Twin Gaussian fourier transform')\n", "analyser.plot_reference_fourier(b1=40, b2=50, b3 = 30, add_noise=False)\n", + "print_text('---> Fourier transforms of opXRD contributions')\n", "analyser.plot_opxrd_fourier(combine_plots=False, filter_dbs='USC-partial', n_entries=512)\n", "analyser.plot_opxrd_fourier(combine_plots=False, filter_dbs='USC-partial', n_entries=1024)\n", "analyser.plot_opxrd_fourier(combine_plots=False, filter_dbs='USC-partial', n_entries=2048)" @@ -326,12 +314,12 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-12-22T17:19:41.119662Z", - "start_time": "2024-12-22T17:19:38.871350Z" + "end_time": "2024-12-22T18:05:48.641487Z", + "start_time": "2024-12-22T18:05:45.973643Z" } }, "id": "2691daca3eb60b9a", - "execution_count": 4 + "execution_count": 23 }, { "cell_type": "code",