diff --git a/.gitignore b/.gitignore index 36cb03ac..535df8bf 100644 --- a/.gitignore +++ b/.gitignore @@ -67,6 +67,5 @@ docs/apidoc-only/sphinx/source/grand.* # mac .DS_Store -*.pyc -sim2root/CoREASRawRoot/__pycache__/CorsikaInfoFuncs.cpython-310.pyc -*.pyc + + diff --git a/env/_setup_env.sh b/env/_setup_env.sh index b3b63ec9..0326a3d8 100755 --- a/env/_setup_env.sh +++ b/env/_setup_env.sh @@ -9,7 +9,8 @@ echo "add grand/quality to PATH" echo "==============================" export PATH=$GRAND_ROOT/scripts:$PATH -echo "add grand/scripts to PATH " +export PATH=$GRAND_ROOT/examples/dataio:$PATH +echo "add scripts to PATH " echo "==============================" export PYTHONPATH=$GRAND_ROOT:$PYTHONPATH diff --git a/examples/basis/class_Handling3dTraces.ipynb b/examples/basis/class_Handling3dTraces.ipynb new file mode 100644 index 00000000..75be7f1f --- /dev/null +++ b/examples/basis/class_Handling3dTraces.ipynb @@ -0,0 +1,1206 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5da22213-8330-4b65-a666-be87ae9229df", + "metadata": { + "tags": [] + }, + "source": [ + "# Handling3dTraces : a numpy container of 3D traces\n", + "\n", + "\n", + "Handling3dTraces performs specific processing for 3D traces and plotting, available in module \n", + "* `grand/basis/traces_event.py`\n", + "\n", + "It is completely independent of the GRANDROOT format. Handling3dTraces can be initialize with GRANDROOT event file with function:\n", + "* `get_handling3dtraces(f_name, idx_evt=0)` in module `grand/dataio/root_file.py`" + ] + }, + { + "cell_type": "markdown", + "id": "4d2e4177-19ca-463d-8d00-01fc0b8a9bff", + "metadata": { + "tags": [] + }, + "source": [ + "## Features\n", + "\n", + "### Processing:\n", + "\n", + "* Compute time for sample of each trace : attribut `t_sample`\n", + "* Apply bandpass filter in place, causal or not : `apply_bandpass()`\n", + "* Estimate power spectrum density (PSD) with Welch method from scipy : `function get_psd()`\n", + "* Downsampling traces with scipy function decimate : `downsize_sampling()`\n", + "* Compute different kind of maximun value and time associated : `get_tmax_vmax()`\n", + " * max absolute value\n", + " * max norm \n", + " * max norm of Hilbert transform\n", + "* Maximum value and time max can be interpoleted with 2 modes : `get_tmax_vmax()`\n", + " * pic: fit parabola with 3 points\n", + " * hill : fit parabola on set of points with least square method\n", + "* Compute an estimation of sigma noise and SNR : `get_snr_and_noise()`\n", + "\n", + "### 3D trace/DU handling\n", + "\n", + "* Copy an object Handling3dTraces : `copy()`\n", + "* Remove/Select trace with identifier or index : `remove_trace_low_signal()`\n", + "* Remove/Select trace with crieteria provided by user like : SNR, personnal norm , ...\n", + "\n", + "### Plot/figure\n", + "\n", + "* Plot 3D traces by index or identifier : `plot_trace_idx()`\n", + "* Plot density power spectrum of 3D traces by index or identifier : `plot_psd_idx()`\n", + "* Footprint of max value and time of max : `plot_footprint_val_max()`\n", + "* Footprint 4D, ie 4 plots: time of max and max value of each axis : `plot_footprint_4d_max()`\n", + "* Footprint of max value with a time slider : `plot_footprint_time_slider()`\n", + "* Footprint of \"generic value\", like residu by DU : `network.plot_footprint_1d()`\n" + ] + }, + { + "cell_type": "markdown", + "id": "7b22fe9e-a6ef-42ab-91e9-847184b0173c", + "metadata": {}, + "source": [ + "## Example : fake noisy pulse" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "id": "2ef76e7e-cde0-4445-b088-19962fd81039", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from grand.basis.traces_event import Handling3dTraces \n", + "import numpy as np\n", + "\n", + "np.random.seed(57)\n", + "\n", + "a_noise = np.random.normal(0,0.25,5*3*1000).reshape((5,3,1000))\n", + "tr3d = Handling3dTraces(\"signal test\")\n", + "tr3d.init_traces(a_noise, f_samp_mhz=500)\n", + "tr3d.plot_trace_idx(0)" + ] + }, + { + "cell_type": "markdown", + "id": "3d8350d0-283d-4b3d-aa14-78bf312c93ae", + "metadata": {}, + "source": [ + "You can add some informations like unit, type of trace and name axis with method `set_unit_axis()`" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "id": "6775fefb-9fb7-4590-840b-f075633bfb90", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tr3d.set_unit_axis(str_unit=\"Volt\", axis_name=\"dir\", type_tr=\"Voltage noise\")\n", + "tr3d.plot_trace_idx(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "id": "da4a4eb7-4069-47bb-b020-03977302e58e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tr3d.plot_psd_trace_idx(0)" + ] + }, + { + "cell_type": "markdown", + "id": "926984bd-ae2f-440d-a867-0517106a4dde", + "metadata": {}, + "source": [ + "The size of periodogram is configurable, to obtain a smooth PSD with Welch method reduce size of periodogram 512 to 64 samples" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "id": "805dc30d-d193-4ac6-a4ad-c9a1471bfe29", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tr3d.set_periodogram(64)\n", + "tr3d.plot_psd_trace_idx(0)" + ] + }, + { + "cell_type": "markdown", + "id": "067efdf6-2917-4c7d-a0e4-c72a68712991", + "metadata": {}, + "source": [ + "Add signal like a big pulse" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "id": "fb72d887-25fe-49c4-b282-784a1937e4e3", + "metadata": {}, + "outputs": [], + "source": [ + "x_max = 80\n", + "v_x, step = np.linspace(-x_max, x_max, 1000, retstep=True)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "id": "be501cfe-8412-4866-aba6-c04718f35560", + "metadata": {}, + "outputs": [], + "source": [ + "import scipy as scp\n", + "blackman = scp.signal.windows.blackman(1000)\n", + "v_y = np.sin(v_x) * blackman" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "id": "1c7c11fb-a5d1-4f78-b2c7-6b9f9d6a3d54", + "metadata": {}, + "outputs": [], + "source": [ + "tr3d.traces[:,0] += 4*v_y\n", + "tr3d.traces[:,1] += 3*v_y\n", + "tr3d.traces[:,2] += 0" + ] + }, + { + "cell_type": "markdown", + "id": "7d8bb857-0c89-491b-9767-d453c73fd54c", + "metadata": {}, + "source": [ + "The maximum value is $\\sqrt{4^2+3^2+0^2}=5$\n", + "\n", + "and the true time of max is " + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "6f1fab91-661b-46a1-b3c6-5df8c0aae2b0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True time max: 999.0 ns\n" + ] + } + ], + "source": [ + "time_max = (x_max / step) * tr3d.get_delta_t_ns()[0]\n", + "print(f'True time max: {time_max} ns')" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "id": "c1dc0a72-8cfa-4d91-96ee-57f280a62140", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tr3d.plot_trace_idx(0)" + ] + }, + { + "cell_type": "markdown", + "id": "e2d50ff1-e6c6-4204-8be7-0c401d84ff87", + "metadata": {}, + "source": [ + "### Find the maximum value\n", + "\n", + "To add maximum value in plot call `get_tmax_vmax()`method" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "3418db4a-c400-45ac-9931-af85fe7c629a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t_max, v_max = tr3d.get_tmax_vmax(hilbert=True, interpol=\"auto\")\n", + "tr3d.plot_trace_idx(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "71849c1f-b3c2-4307-812e-fa9d0bd8f988", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "time max estimated: 998.87 ns\n" + ] + } + ], + "source": [ + "print(f'time max estimated: {t_max[0]:.2f} ns')" + ] + }, + { + "cell_type": "markdown", + "id": "425c4dc7-61c3-4f4b-bed2-6696c74bfa00", + "metadata": {}, + "source": [ + "and max value estimated is 5.03 (see legend of the plot).\n", + "\n", + "Not too bad, now estimate maximum value wihtout Hilbert transform and interpolation" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "id": "936a5984-f0ec-4144-9d60-49ae5217d719", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t_max, v_max = tr3d.get_tmax_vmax(hilbert=False, interpol=\"no\")\n", + "tr3d.plot_trace_idx(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "id": "30e32c1b-d4c8-4210-bc9b-125c87db5d03", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "time max estimated: 942.00 ns\n" + ] + } + ], + "source": [ + "print(f'time max estimated: {t_max[0]:.2f} ns')" + ] + }, + { + "cell_type": "markdown", + "id": "4d198a54-a886-43b7-a022-a9bb3b819062", + "metadata": {}, + "source": [ + "Estimation go to the \"noisy\" maximum\n", + "\n", + "### Downsampling" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "id": "5488f1d8-7cab-4bd5-b2e1-837e6dd833d8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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58MMPSdWqVUmlSpXI9evXfZ6/evVqAoCcPHlSst05+4kQQoYMGUIAkKFDh5KFCxeS/v37C39P4mv0xhtvEI7jyNatW4VtM2fOJADI+vXrfc7JF0rWbDabSVRUFHnttddK/bqM+xsmahgMETTdtFWrVm73nzlzhgwYMIBERkaSoKAg0qpVK7Ju3TrJMe5EjdVqJS+88AKJiYkhHMdJbkRfffUVqVOnDtHr9aR+/fokJSXF7c2qsLCQJCUlkaioKBIaGkr69u1LTp48SQCQd955R3LstWvXSFJSEqlatSrRarUkNjaWdO7cmSxevNjnNZAragghZP/+/aR79+4kNDSUBAcHk44dO5Ldu3dLjnEWNWfPniWjR48mtWvXJkFBQSQqKop07NiR/PHHHy6v+eOPP5KHH36YhISEkJCQEFK/fn2SlJQkubn/+uuvBABZtGiRrLXRH5VKRSIjI0nTpk3JhAkTyNGjRz2et3fvXtK7d29Srlw5otFoSOXKlcmYMWPI5cuXfb4m5dKlS2TAgAEkPDychIaGkt69e7sIZ0+YTCZSvnx58vbbb0u2u/s7KSoqIuPHjyfR0dEkJCSEPPbYY+TSpUsSUZOamko0Gg154YUXJOdarVbSsmVLUqlSJZKdnS17bZ6Qu+YNGza4/SLBYCiFI6SMIv8YDMZt5+DBg2jatCm+/fbb+7aVw8svv4zvvvsO//33n9sU4kDh7bffRkpKCk6fPu0xkPtepW/fvuA4zmsRSwZDDiymhsG4R3CXgTN//nyoVKq7plnknWDbtm14/fXXA1rQAMCkSZNQUFCAlStX3umplCnHjx/HunXr8Pbbb9/pqTACAGapYTDuEd566y2kpqaiY8eO0Gg02LBhAzZs2IBnnnkGn3/++Z2eHoPBYNxxmKhhMO4RNm/ejLfeegvHjh1DQUEBqlWrhuHDh+PVV1+9azs1MxgMxu2EiRoGg8FgMBgBAYupYTAYDAaDERAwUcNgMBgMBiMgYKKGwWAwGAxGQMBEDYPBYDDuepYsWQKO4yRtORgMZ5ioYdz1bNq0CRzHuf158skn7/T07jr27duH5ORkNGjQACEhIahWrRoGDRqEU6dOSY77888/PV7XvXv3uoxrMpnwyiuvoFKlSjAYDGjdurVLvx9vlOZ8ekPjOA47d+502U8IQdWqVcFxHHr37u1ynqe+SR06dEDDhg1lr0Ept+oal/a9YDACFZYHyrjrOXToEAC+SV+5cuUk+xo1anQnpnRXM3fuXOzatQsDBw5E48aNkZGRgU8++QTNmjXD3r17XW7i48ePl3QjB4D4+HiXcUeOHInVq1dj4sSJqFOnDpYsWYJHH30U27Ztw8MPP+xzXqU9HwCCgoKEhpli/vrrL1y+fPmuLcBX1te4LK4lgxGQ3LEGDQyGTIYOHUoiIiKI3W6/01O5J9i1axcxmUySbadOnSJ6vZ4MHTpU2EZ7Mv3www8+x/z7778JAEkjyaKiIlK7dm3Spk2bW35+SkoKAUD69+9PypcvTywWi2T/2LFjSfPmzUn16tVJr169XM7bt2+f23Hbt29PGjRo4PP1/eVWXOPSXst7Ffpenjt37k5PhXEXw9xPjLueQ4cOoWnTpuA47k5P5Z6gbdu20Ol0km116tRBgwYNcPz4cbfn5Ofnw2q1ehxz9erVUKvVeOaZZ4RtQUFBePrpp7Fnzx5cunTJ65xKez5lyJAhuHHjhsTVYjabsXr1ajz11FOyxvDE+fPnPbqKnP/2Tpw4gYsXLyoav6yucWmvZX5+PiZOnIgaNWpAr9ejQoUK6Nq1K/bv3y8cc+HCBTz//POoV68eDAYDoqOjMXDgQJd4lunTp4PjOJw6dQrDhg1DREQEYmJi8Prrr4MQgkuXLuHxxx9HeHg4YmNjMW/ePLfnnzhxAoMGDUJ4eDiio6MxYcIEFBcX+7ymV65cwejRo1GxYkXo9Xo0aNAAX3/9teL1MgIH5n5i3NWYzWacPHkSDz/8MLKysiT7IiIioNVq79DMbj0WiwW5ubmyjo2KioJK5fk7CiEE165dQ4MGDVz2jRo1CgUFBVCr1XjkkUfw3nvvoUWLFpJjDhw4gLp16yI8PFyyvVWrVgD4xppVq1b1+PqlPZ9So0YNtGnTBt999x169uwJANiwYQNyc3MxePBgfPzxx27Py83Ndfn7AfhrTImJicGyZctc9k+aNMlFJD7wwANo3749/vzzT59zBsr2Gpf2Wo4bNw6rV69GcnIyEhIScOPGDezcuRPHjx9Hs2bNAPBxWbt378bgwYNRpUoVnD9/Hp999hk6dOiAY8eOITg4WDLmk08+iQceeADvvPMO1q9fj5kzZyIqKgqff/45OnXqhLlz52L58uV46aWX0LJlS5deZYMGDUKNGjUwZ84c7N27Fx9//DGys7OxdOlSj+u4du0aHnzwQXAch+TkZMTExGDDhg14+umnkZeXh4kTJ8peLyOAuNOmIgbDGwcOHCAA3P4cPXr0Tk/vlkJdF3J+fJnkly1bRgCQr776Sti2a9cu8sQTT5CvvvqK/Pzzz2TOnDkkOjqaBAUFkf3790vOb9CgAenUqZPLuEePHiUAyKJFi7y+fmnPF7uRPvnkExIWFkaMRiMhhJCBAweSjh07EkKIR/eTtx9v7qfnn3+eqNVqsnXrVsl2AKR9+/Ze50zIrbnGpb2WERERJCkpyesx9NqK2bNnDwFAli5dKmx78803CQDyzDPPCNusViupUqUK4TiOvPPOO8L27OxsYjAYyIgRI1zO79Onj+S1nn/+eQKAHDp0SNjm7H56+umnSVxcHMnKypKcO3jwYBIRESGsQc56GYEDs9Qw7moOHz4MAPjmm29QqVIlyb769evfiSm5QAhBWFgYzp49i4iICFSrVg2nT592+SatlMTERNkZLbGxsR73nThxAklJSWjTpg1GjBghbG/bti3atm0rPO/Tpw8GDBiAxo0bY+rUqdi4caOwr6ioyG0QblBQkLDfG6U9X8ygQYMwceJErFu3Dj169MC6des8WmgoCxcuRN26dV22v/jii7DZbG7PWbp0KT799FPMmzcPHTt2lOwjMrvL3IprXNprGRkZib///htXr151+Z+iGAwG4bHFYkFeXh7i4+MRGRmJ/fv3Y/jw4ZLjx4wZIzxWq9Vo0aIFLl++jKefflryuvXq1cPZs2ddXi8pKUny/IUXXsCnn36K3377DY0bN3Y5nhCCH3/8EYMGDQIhRGKF6969O1auXIn9+/fjoYcekrVeRuDARA3jrubQoUPQ6XR46qmn7tqmjefOnUNwcDAqVKgAgDeLlwXlypVDly5dSjVGRkYGevXqhYiICCEWwxvx8fF4/PHH8dNPP8FmswnHGwwGmEwml+Np3IP4JuiO0p4vJiYmBl26dMGKFStgNBphs9kwYMAAr+e0atXKxd0D8NfYnVvq4MGDGDduHIYMGYLJkyfLnpscSnuNS3st3333XYwYMQJVq1ZF8+bN8eijj+L//u//UKtWLeGYoqIizJkzBykpKbhy5YpExLlziVarVk3yPCIiAkFBQShfvrzL9hs3bricX6dOHcnz2rVrQ6VSeaxJk5mZiZycHCxevBiLFy92e8z169dlr5cRONyddwkGo4TDhw+jTp06d62gAYC0tLRbUuvEbDbj5s2bso6NiYlxESy5ubno2bMncnJysGPHDtnfUqtWrQqz2YzCwkLB2hQXF4crV664HJueng4APscu7fnOPPXUUxg7diwyMjLQs2dPREZGKjrfG9nZ2XjiiSdQt25dfPnll2U2rpjSXOPSXstBgwbhkUcewZo1a/D777/jvffew9y5c/HTTz8JcUovvPACUlJSMHHiRLRp0wYRERHgOA6DBw+G3W53GdOdWPYkoOVYuXwlBdA5DBs2TGJ9FEMtPHLWywgcWPYT467m8OHDboNbxZw4cQJdunRBVFQUypUrh/HjxwMALl68iB49eiAmJgaRkZF47rnnhA/Ujz76CE888QSGDBmCsLAwtG3bFhkZGUhKSkK5cuXQuHFjXL16VXiNTz/9FN26dUPv3r1Rvnx5NGrUCCdOnAAgFTUfffSRYHKfN28eBg8ejOHDhyMiIgIJCQk4c+aMMKbVasWUKVMQGRmJ+Ph4LFq0CPXq1RP27969G3FxcbJ+nDNeiouL8dhjj+HUqVNYt24dEhISZF/zs2fPIigoCKGhocK2Jk2a4NSpU8jLy5Mc+/fffwv7vVHa853p168fVCoV9u7dW+qsJzF2ux1Dhw5FTk4O1qxZ4xIQW1aU5hqXxbWMi4vD888/j7Vr1+LcuXOIjo7GrFmzhP2rV6/GiBEjMG/ePAwYMABdu3bFww8/jJycHD9W65vTp09Lnv/333+w2+2oUaOG2+NjYmIQFhYGm82GLl26uP2hllPA93oZgQMTNYy7loyMDFy/ft2nqBk6dCieeeYZ3LhxAxcuXBC+ueXn5+PVV1/F1atXceTIEfz6669Ctsrhw4fxzz//4MUXX8T169dhNBrRuXNn9O/fH5mZmYiLi5NkwqSlpeGff/7BlClTkJGRgZYtW+KNN94Q9lFRc/jwYeEb4pEjR7B7924kJyfj5s2baNiwoSTddMqUKThx4gTOnDmDbdu2YebMmRKLD42pkfMjjqmx2Wx48sknsWfPHvzwww9o06aN2+uWmZnpsu3QoUP45Zdf0K1bN0k21YABA2Cz2SSmfpPJhJSUFLRu3VrItjEajThx4oSLS0fu+XIJDQ3FZ599hunTp+Oxxx5TdK433nrrLWzatAnfffcdatasWerxbsU1Ls21tNlsLu6jChUqoFKlShKXllqtdrGoLFiwwGP8UWlZuHChy2sB8GhJUavVeOKJJ/Djjz8iLS3NZT+97nLXywgc7l6bPuO+h1YS9iVqzpw5A7PZDLvdjvDwcDRv3tzlvKpVq6JVq1bIzs4GwIuPGTNmCHEWNWvWRLNmzdC5c2cAQL169SQf4EePHsUbb7yB9u3bA+DrpUyZMgUAL2qSk5OFcYcNGwaAFzXTp09H69atAfBxA/RGcfXqVXz99dc4efIkoqOjER0djdatW0tEjb8xNS+++CJ++eUXPPbYY7h58ya+/fZbyX46vyeffBIGgwFt27ZFhQoVcOzYMSxevBjBwcF45513JOe0bt0aAwcOxNSpU3H9+nXEx8fjm2++wfnz5/HVV18Jx/3zzz/o2LEj3nzzTUyfPl3x+Urw5HbwlyNHjuDtt99Gu3btcP36dY/XDeDdI3JSum/FNS7NtczPz0eVKlUwYMAAJCYmIjQ0FH/88Qf27dsnqSHTu3dvLFu2TLAw7tmzB3/88Qeio6N9XUa/OHfuHPr06YMePXpgz549+Pbbb/HUU08hMTHR4znvvPMOtm3bhtatW2Ps2LFISEjAzZs3sX//fvzxxx+4efOm7PUyAog7lnfFYPjg3XffJQDIsWPHvB7322+/kYceeohUrFiRTJkyRag2u3TpUtKyZUsSFRVFIiIiiEqlIkeOHCE2m40EBweT9PR0YYx69epJqs52796drF69WngeHR1Nzpw5IzxftmwZ6dy5M7FYLESv15Pc3Fxh3KysLGK1WklQUBC5evWqcM7jjz9OvvnmG2Fu7dq1k6yjQ4cO5Pvvv/fjSklp37691xRmykcffURatWpFoqKiiEajIXFxcWTYsGHk9OnTbsctKioiL730EomNjSV6vZ60bNmSbNy4UXIMTUN/8803/TrfE74qA1NKU1HYVwo9JT8/nwAggwcP9jnvW3GNlRznjMlkIlOmTCGJiYkkLCyMhISEkMTERPLpp59KjsvOziajRo0i5cuXJ6GhoaR79+7kxIkTpHr16m5TsjMzMyXnjxgxgoSEhLi8vnMFZ3r+sWPHyIABA0hYWBgpV64cSU5OJkVFRZJz3VUUvnbtGklKSiJVq1YlWq2WxMbGks6dO5PFixcrWi8jcGCihhEwnD9/nlSrVo1s2rSJbNy4kdSvX58cOnSIWK1Wkp6eTkJCQojFYiEnT54kFSpUEM4zGo1Ep9NJPkTj4uLIqVOnCCGEpKenEwAkLy9P2N+/f3/y/vvvk6NHj5KqVasSQgg5efIkiYuLI4QQcuLECclrEEJIzZo1yYEDBwghhHz44Ydk0KBBwr7MzEwSHBzsU8Ax7jzr168nHMeRw4cP3+mp3PN4EkUMhr+wmBrGPc2PP/6Ic+fOAeCzVsxmM+rXr4/Dhw+jRo0aSEhIwJUrVzBs2DDUrVsXGo0Ghw8flpi1jx49itq1awt1PrKyspCbm4vatWsD4N1LarUaq1atgsViwZdffokDBw5g7NixXuNpxK+Rn5+PK1euCAG79erVw/bt23HlyhVkZmZi9OjRsNlsLqmtjLuPbdu2YfDgwayZKoNxF8Jiahj3NH/99ReSkpJQUFCA2rVr48svv0S1atUwdOhQ/PDDDyhXrhxatWqFhg0bCtkizoLD3fMGDRoIQZxpaWkYPXo0Vq5ciUmTJqFVq1bYvHkzwsPDJaLmyJEjHkVNWloa6tatK5Tb79GjB3r27In69eujRo0aGDZsGNLT0+/q1HUGz3vvvXenp8BgMDzAESKzNCaDcZ8yduxYtGjRAs8+++wte42XXnoJQUFBmDlz5i17DQbjbmP69Ol46623kJmZ6VKoj8HwB+Z+YjB8kJaWVuYtGXbv3o0rV67AarXihx9+wLJly1xKxTMYgc706dNBCGGChlFmMFs3g+GDY8eOlbmoSU1NRa9evWC325GYmIh169YhLi6uTF+DwWAw7jeY+4nBYDAYDEZAwNxPDAaDwWAwAoL7yv1kt9tx9epVhIWF+WyYxmAwGAwG4+6AEIL8/HxUqlRJ0l7EmftK1Fy9elVxjxkGg8FgMBh3B5cuXUKVKlU87r+vRE1YWBgA/qKEh4eX2bgWiwW///47unXrBq1WW2bj3k0E+hoDfX1A4K8x0NcHBP4aA319QOCv8VatLy8vD1WrVhXu4564r0QNdTmFh4eXuagJDg5GeHh4QP6RAoG/xkBfHxD4awz09QGBv8ZAXx8Q+Gu81evzFTrCAoUZDAaDwWAEBEzUMBgMBoPBCAiYqGEwGAwGgxEQ3FcxNXKw2+0wm82KzrFYLNBoNCguLobNZrtFM7uzBPoaA319gP9r1Gq1UKvVt3BmDAaDUTYwUSPCbDbj3LlzsNvtis4jhCA2NhaXLl0K2Po3gb7GQF8fULo1RkZGIjY2NmCvDYPBCAyYqCmBEIL09HSo1WpUrVrVa3EfZ+x2OwoKChAaGqrovHuJQF9joK8P8G+NhBAYjUZcv34dAFh/KgaDcVfDRE0JVqsVRqMRlSpVQnBwsKJzqcsqKCgooG+IgbzGQF8f4P8aDQYDAOD69euoUKECc0UxGIy7lsD89PYDGmOg0+nu8EwYjLsPKvQtFssdngmDwWB4hokaJ1jMAIPhyr3wf/HbkQy89q8aG9Iy7vRUGAzGHYKJGgaDcc+TVWDCa78cQ74FeO3nY8gqMN3pKTEYjDsAEzUMBuOehhCCV9ccgdFkA8Ch0GTDa2vT7vS0GAzGHYCJGgaDcU+z7nA6Nh29BhshAAAbIdiYloF1h6/e4ZkxGIzbDRM1AUBmZiaee+45VKtWDXq9HrGxsejevTt27doFABg5ciQ4jsM777wjOW/t2rX3RKzErWbOnDlo3bo1qlatitjYWPTt2xcnT570ek5+fj4mTpyI6tWrw2AwoG3btti3b1+ZzGfhwoWoUaMGgoKC0Lp1a/zzzz+S/du3b8djjz2GSpUqgeM4rF27tkxe914kq8CEV9ccgfNfMQdg2k9HmBuKwbjPYKImAHjiiSdw4MABfPPNNzh16hR++eUXdOjQATdu3BCOCQoKwty5c5GdnX0HZ3p38tdff+G5557D77//jk2bNsFisaBbt24oLCz0eM6YMWOwefNmLFu2DEeOHEG3bt3QpUsXXLlypVRzWbVqFSZPnow333wT+/fvR2JiIrp37y7UiQGAwsJCJCYmYuHChaV6rXsd6nYqNNtAnPcBzA3FYNyHMFFzj5OTk4MdO3Zg7ty56NixI6pXr45WrVph6tSp6NOnj3Bcly5dEBsbizlz5pTJ6+7duxedO3dGdHQ0OI6T/OTl5ZXJa5Q1hDjf+ng2btyIkSNH4oEHHkBiYiKWLFmCixcvIjU11e3xRUVF+PHHH/Huu++iXbt2iI+Px/Tp0xEfH4/PPvtMOM5ut2POnDmoWbMmDAYDEhMTsXr1aq9z/OCDDzB27FiMGjUKCQkJWLRoEYKDg/H1118Lx/Ts2RMzZ85Ev379/LgKgcOpawW828nu/n2lbqhT1/Jv88wYDMadgokaDxBCUFhYeEd+PN183REaGorQ0FCsXbsWJpNnU7tarcbs2bOxYMECXL58uVTX5tChQ+jQoQOaNm2KHTt2YOPGjYiKikLnzp2xatUqhIeHl2p8f8jLy8Mrr7yCxMRExMfHY+zYsdi6dSuMRiPOnDmDkSNH4tSpU7LGys3NBQBERUW53W+1WmGz2RAUFCTZbjAYsHPnTuH5nDlzsHTpUixatAhHjx7FpEmTMGzYMPz1119uxzWbzUhNTUWXLl2EbSqVCl26dMGePXtkzf1+om7FUHRvUBFqlXsXqprj0KNhLOpWDLvNM2MwGHcKVlHYA0ajEaGhoXfktQsKChASEiLrWI1GgyVLlmDs2LFYtGgRmjVrhvbt22Pw4MFo3Lix5Nh+/fqhSZMmePPNN/HVV1/5Pb/x48ejf//+eP/99wEACQkJGDJkCFJTUzFo0CDF423duhUHDhzAiy++6Pec5s6di8zMTLz33nswGo1Yv349BgwYgOzsbISEhODZZ59FjRo1fI5jt9sxceJEPPTQQ2jYsKHbY8LCwtCmTRu8/fbbeOCBB1CxYkV899132LNnD+Lj4wEAJpMJs2fPxh9//IE2bdoAAGrVqoWdO3fi888/R/v27V3GzcrKgs1mQ8WKFSXbK1asiBMnTii8IoEPx3GY1a8R9pz5E/nFVokLigMQoldjZl/37yGDwQhMmKUmAHjiiSdw9epV/PLLL+jRowf+/PNPNGvWDEuWLHE5du7cufjmm29w/Phxv17r2rVr2LlzJ55//nnJ9pCQEL+Djjt16lQqQQMAL730Er7++mskJCSgWbNm+OKLL5CZmYkrV64gLy8Ps2bNklUNNzk5GWlpaVi5cqXX45YtWwZCCCpXrgy9Xo+PP/4YQ4YMEdoP/PfffzAajejatatgTQsNDcXSpUtx5swZLF++XLJ9x44dpVr//Ur5UD1m9WvkNqZmdv9GKB+qvxPTYjAYdwgmajwQHByMgoICWT95eXm4fPky8vLyZJ/j7Udp7ymADwTu2rUrXn/9dezevRsjR47Em2++6XJcu3bt0L17d0ydOtWv65Kamgq73Y7ExESX7S1atAAAPProo3jjjTfw0EMPoVatWkhL44M1Dx8+jEceeQSJiYno16+f4C7r06cPjhw5AgD44osv0KxZMzRs2BBPPvkkAOD06dPo1asXmjdvjnbt2kmCZik3b95E+/btUbVqVVSvXh0NGzbEggULkJmZiQ0bNqBt27Y+3W5TpkzB+vXrsW3bNlSpUsXrsbVr18Zff/2FgoICXLp0Cf/88w8sFgtq1aoFgLe2AcD69etx8OBB4efYsWNYvXo1+vTpI9neokULlC9fHmq1GteuXZO81rVr1xAbG+t1PvczvRvH8W6oElFN3U69G1e6wzNjMBi3G+Z+8gDHcbJdQHa7HTabDSEhIXdNM8SEhASPqb7vvPMOmjRpgnr16ike1263A+AzcMLC+FiFw4cPY/v27Zg5cyYAIC0tDf3798euXbswf/58/Pzzz4iPj8fgwYOxZs0a1KtXD0lJSVi+fDlGjx6NEydOoH79+sjOzsbChQuRmpoKtVqNnJwcmEwmPP/880hJSUGVKlWwaNEiLF68GK+99ppkXsuXL0ePHj2QkpKCwsJCrFu3DkuXLsW0adMQHx+PcePGoW7dum7XRAjBCy+8IAiamjVryr4eISEhCAkJQXZ2NjZt2oR3330XAH/99Xo9Ll686NbVBEC4fmKaN2+OLVu2oG/fvsL13rJlC5KTk2XP6X6DuqF2n/kT+cUWhOg1zO3EYNynMFFzj3Pjxg0MHDgQo0ePRuPGjREWFoZ///0X7777Lh5//HG35zRq1AhDhw7Fxx9/rPj1WrduDYPBgClTpuDVV1/FmTNnkJSUhKSkJDz44IPIy8sDx3EYM2YMAL4BYmRkJNauXYuePXsKQqp+/frIzMxEfn4+goKCoNVqodFokJ2djZdffhmjR49GgwYNsGrVKhw9ehS9e/cGwMeqjBw50mVe06ZNg0bj+HNu1KiRbGtUUlISVqxYgeXLlyMsLAwZGXzvoIiICBgMBnzyySdYs2YNtmzZIpyzadMmEEJQr149/Pfff5gyZQrq16+PUaNGAeAFy0svvYRJkybBbrfj4YcfRm5uLnbt2oXw8HCMGDHC7VwmT56MESNGoEWLFmjVqhXmz5+PwsJCYVyAtwL9999/wvNz587h4MGDiIqKQrVq1WStOdAoH6rHzD4JeG3NIcx8PIG5nRiM+xQmau5xQkND0bp1a3z44Yc4c+YMLBYLqlatirFjx2LatGkez5sxYwZWrVrlsn3JkiUYNWqUxwysmJgYfP/993jxxRfRuHFjVKtWDcnJyZg8eTIA3krTsmVL4fgjR45g9OjR2LZtGxISEoTtR48eRa9evXD06FE0aNAAAC8E0tLSsHbtWgwaNAizZs3CkSNHMG/ePAwZMsTrdRALGqXQNGwqnCgpKSkYOXIksrKycObMGcm+3NxcTJ06FZcvX0ZUVBSeeOIJzJo1C1qtVjjm7bffRkxMDObMmYOzZ88iMjISzZo18/q+PPnkk8jMzMQbb7yBjIwMNGnSBBs3bpQED//777/o2LGj8Jxe+xEjRriNo7pfeLRRLHBpP3o2ZK46BuN+hYmaexy9Xo85c+Z4rT/j7kZXo0YNtyng586d8+guofTu3dtFAFDS0tIk8TZHjhxBo0aNcOLECSGD5+DBg9i9ezc++eQTpKSkoFGjRgD42Jk6depg+PDh2LNnD0wmE2JjY7Fp0yZB1Bw+fNglq6u0EEJgt9uRl5eH8PBwFxfi9OnTMX36dMm2QYMG+cz04jgOEyZMwIQJExTNJzk52au7qUOHDorS/hkMBuN+4e4IAGHcNWzYsEGIC/GHtLQ0QXRYrVbk5OQgOjoaw4cPx7Fjx9CwYUMkJydj1apV0Gg0OHLkiJA6PXPmTNSrVw9NmzYFx3EYOHAgRo0ahZycHNSvXx+JiYn49ttvy2SdDAaDwQg8mKWGIcG5z5BSxHE6Go0G586dA8AH1K5fv97r8d98843L/pCQkPu6txGDwWAw5MMsNQwGg8FgMAICJmoYDAaDwWAEBEzUMBgMBoPBCAiYqGEwGAwGgxEQMFHDYDAYDAYjIGCihsFgMBgMRkDARA2DwWAwGIyAgIkaBoPBYDAYAQETNQwGg8FgMAICJmoYDAaDwWAEBEzUBAAjR44Ex3EuPz169MCiRYsQFhYGq9UqHF9QUACtVosOHTpIxvnzzz/BcZxLR+r7iXfeeQctW7ZEWFgYKlSogL59++LkyZOKzuc4DhMnTiyT+SxcuBA1atRAUFAQWrdu7dLGYvv27XjsscdQqVIlcBzHWkowGIz7GiZqAoQePXogPT1d8vPdd9+hY8eOKCgowL///iscu2PHDsTGxuLvv/9GcXGxsH3btm2oVq0aateufSeWcFfw119/ISkpCXv37sXmzZthsVjQrVs3FBYW+jx33759+Pzzz8usi/iqVaswefJkvPnmm9i/fz8SExPRvXt3XL9+XTimsLAQiYmJWLhwYZm8JoPBYNzLMFETIOj1esTGxkp+ypUrh3r16iEuLg5//vmncOyff/6Jxx9/HDVr1sTevXsl2zt27Kj4tffu3YvOnTsjOjraxVqUl5dXFsu7JRBCXLZt2LABI0eORIMGDZCYmIglS5bg4sWLSE1N9TpWQUEBhg4dii+++ALlypVz2W+32zFnzhzUrFkTBoMBiYmJWL16tdcxP/jgA4wdOxajRo1CQkICFi1ahODgYHz99dfCMT179sTMmTPRr18/matmMBiMwIWJGg8QQmCzFd6RH3c329LQsWNHbNu2TXi+bds2dOjQAe3btxe2FxUV4e+//1Ysag4dOoQOHTqgadOm2LFjBzZu3IioqCh07twZq1atQnh4eJmuRS55eXl45ZVXkJiYiPj4eIwdOxZbt26F0WjEmTNnMHLkSJw6dcrnOLm5uQCAqKgor8clJSWhV69e6NKli9v9c+bMwdKlS7Fo0SIcPXoUkyZNwrBhw/DXX3+5Pd5sNiM1NVUynkqlQpcuXbBnzx6f82YwGIz7Ec2dnsDdit1uxI4doXfktR95pABqdYiic9atW4fQUOl8p02bhmnTpqFjx46YOHEirFYrioqKcODAAbRv3x4WiwWLFi0CAOzZswcmk0mxqBk/fjz69++P999/HwCQkJCAIUOGIDU1FYMGDVI0FmXr1q04cOAAXnzxRb/OB4C5c+ciMzMT7733HoxGI9avX48BAwYgOzsbISEhePbZZ1GjRg2vY9jtdkycOBEPPfQQGjZs6PG4lStXYv/+/di3b5/b/SaTCbNnz8Yff/yBNm3aAABq1aqFnTt34vPPP0f79u1dzsnKyoLNZkPFihUl2ytWrIgTJ074WD2DwWDcnzBREyB07NgRn332mWQbtS506NABhYWF2LdvH7Kzs1G3bl3ExMSgffv2GDVqFIqLi/Hnn3+iVq1aqFatmuzXvHbtGnbu3OlibQgJCQHHcX6vpVOnTujUqZPf5wPASy+9hHLlyuHy5cuw2+3o27cvFi1ahGvXriE2NhZmsxkWiwV6vd7jGElJSUhLS8POnTs9HnPp0iVMmDABmzdvRlBQkNtj/vvvPxiNRnTt2lWy3Ww2o2nTpli+fDmeffZZYfuGDRvu67gmBoPB8BcmajygUgXjkUcKZB1rt9uRl5eH8PBwqFSl9+ipVMGKzwkJCUF8fLzbffHx8ahSpQq2bduG7OxswTJQqVIlVK1aFbt378a2bdsUC4nU1FTY7XYkJia6bG/RooXw/NFHH0WLFi2wZcsWpKen45dffkHDhg1x+PBhJCUlIS8vD7Vq1cLKlSuh1+vRp08fzJo1C3v37sVnn30Gs9mMBg0aYNWqVTh9+jQmTpyIjIwMhISEYPXq1ahQoYLL3G7evIm+ffti+/btAIAGDRpgzJgx6NixIw4cOIDXX38dK1asQP369d2uLTk5GevWrcP27dtRpUoVr9fg+vXraNasmbDNZrNh+/bt+OSTT2AymVBQwP8drV+/HpUrV5acr9frERkZidatWwvbKleuDLVaDbVajWvXrkmOp6KMwWAwGK4wUeMBjuNku4A4zg612ga1OqRMRM2toGPHjvjzzz+RnZ2NKVOmCNvbtWuHDRs24J9//sFzzz2naEy73Q6Az8AJCwsDABw+fBjbt2/HzJkzhePS0tLQv39/7Nq1C/Pnz8fPP/+M+Ph4DB48GGvWrEG9evWQlJSE5cuXY/To0Thx4gRiY2OxcOFCpKamQq1WIycnByaTCc8//zxSUlJQpUoVLFq0CIsXL8Zrr73mMrfly5ejR48eSElJQWFhIdatW4elS5di2rRpiI+Px7hx41C3bl2X8wghSE5Oxpo1a/Dnn3+iZs2aXq9B586dceTIEcm2UaNGoX79+njllVegVquRkJAAvV6PixcvunU1ARCun5jmzZtjy5Yt6Nu3r3C9t2zZguTkZK9zYjAYjPsVJmoCBJPJhIyMDMk2jUaD8uXLA+BFTVJSEiwWi+TG2r59eyQnJ8NsNiuOp2ndujUMBgOmTJmCV199FWfOnEFSUhKSkpLw4IMPAuADdjmOw5gxYwAAFosFkZGRWLt2LXr27Il69eoBAOrXr4/MzEzk5+cjKCgIQUFByM7Oxssvv4zRo0cLlpqjR4+id+/ewppHjhzpdm7Tpk2DRuP4827UqBGmTp3qc03Jycn47rvv8PPPPyMsLEy4phERETAYDACATz75BGvWrMGWLVsQFhbmEm8TEhKC6OhoYXtYWBheeuklTJo0CXa7HQ8//DByc3Oxa9cuhIeHY8SIEW7nMnnyZIwYMQItWrRAq1atMH/+fBQWFmLUqFHCMQUFBfjvv/+E5+fOncPBgwcRFRWlyJXIYDAYgQATNQHCxo0bERcXJ9lWr149Iai0Y8eOKCoqQv369SXBp+3bt0d+fr6Q+i1myZIlGDVqlMdsrJiYGHz//fd48cUX0bhxY1SrVg3JycmYPHmycExaWhpatmwpPD9y5AhGjx6Nbdu2ISEhQdh+9OhR9OrVC0ePHkWDBg0QFhaGtLQ0rF27FoMGDcKsWbNw5MgRzJs3D0OGDPF5PcSCRgk0cNq5MGFKSoogoLKyshQXKHz77bcRExODOXPm4OzZs4iMjESzZs0wbdo0j+c8+eSTyMzMxBtvvIGMjAw0adIEGzdulLx///77r0SM0ms/YsQILFmyRNEcGQwG416HiZoAYMmSJT5vYDVq1HArTqpXr+5RtJw7d86ju4TSu3dvwXLijrS0NEnMzZEjR9CoUSOcOHFCEFwHDx7E7t278cknnyAlJQWNGjXC6dOnUadOHQwfPlzIzIqNjcWmTZsEUXP48OEyK3RHsdlsPl2I06dPx/Tp0z3uF9cEonAchwkTJmDChAmK5pOcnOzV3dShQ4cyLwFwJzGbzfj8889Rvnx5DBgwAFqt9k5PicFg3EMwUcPwyIYNG/DJJ5+Uaoy0tDR07twZAGC1WpGTk4Po6GgMHz4cgwYNQsOGDREZGYlVq1ZBo9HgyJEj6NKlC2bOnIm9e/ciODgYbdu2xcCBA1FUVIQ//vgD9evXh16vR/fu3fHuu++WxVIZdwk//fQTxo8fDwA4fvw4ZsyYcYdnxGAw7iXuWVHzzjvvYOrUqZgwYQLmz59/p6cTkDj3GfKHjz/+WHis0Whw7tw5AHzcyfr16z0e36dPH5d9ISEhrLdRgJOVlSU8Pnr06B2cCYPBuBe5O1N1fFDWPXYYDMbdgdlsFh5fvXr1Ds6EwWDci9xzosZXjx0Gg3HvIhY1V65cuYMzYTAY9yL3nPtJ3GNHXAvFHSaTCSaTSXhOmytaLBZYLBbJsRaLBYQQ2O12of6KXGigJj0/EAn0NQb6+oDSrdFut4MQAovFArVafSumB4DvQUZJT0+HyWSSXfuJ/k87/28HEoG+xkBfHxD4a7xV65M73j0lanz12HFmzpw5eOutt1y2//777wgOllbt1Wg0iI2NRUFBgeTbohLy8/P9Ou9eItDXGOjrA/xbo9lsRlFREbZv3w6r1XoLZsVz/Phx4bHVasXKlSsRGRmpaIzNmzeX8azuPgJ9jYG+PiDw11jW6zMajbKOu2dEjZweO85MnTpVUjMlLy8PVatWRbdu3Vy6RxcXF+PSpUsIDQ2VPT6FEIL8/HyEhYWVqufR3UygrzHQ1weUbo3FxcUwGAxo166d4v8PJdC2FpQHHngATZs2lXWuxWLB5s2b0bVrVyEV/NixY6hVq9YtnfPtxN0aA4lAXx8Q+Gu8VeujnhZf3DOiRk6PHWezuF6vd9uwUKvVulxsm80GjuOgUqkUtzqgpnx6fiAS6GsM9PUBpVujSqUCx3Fu/3fKEpvNJnl+/fp1xa9H5/jVV19hzJgxePnllzF37tyynOYd51a/D3eaQF8fEPhrLOv1yR3rnvn0pj12Dh48KPy0aNECQ4cOxcGDB2+pn5/BYNwenF2/pQkWpq05WC0jBuP+4Z6x1MjpscNgMO5tnEWNc5dyudy4cUN4zL7wMBj3D/eMpYbBYAQ+zqJGbnCgMzt27BAeh4SElGpODAbj3uGesdS4w12PHQaDce9CRU1YWBjy8/MlKd5KyMnJER7n5eXBaDS6ZDwyGIzAg1lqAoAOHTpg4sSJLtuXLFkipMOOHDkSHMeB4zjodDrEx8djxowZtzQ9915g+/bteOyxx1ClShWUK1dOdhuGK1euYNiwYYiOjobBYECjRo3w77//lno+CxcuRI0aNRAUFITWrVu7tKqg861UqRI4jgu4thFU1ERERACA36LGOW09PT29dBNjMBj3BEzU3Ef06NED6enpOH36NF588UVMnz4d77333p2e1h2lsLAQiYmJWLBggexzsrOz8dBDD0Gr1WLDhg04duwY5s2bV+oK16tWrcLkyZPx5ptvYv/+/UhMTET37t1x/fp1l/kuXLiwVK91t1JWoqagoEDynIkaBuP+gIma+wi9Xo/Y2FhUr14dzz33HLp06YJffvlF8Th79+5F586dER0dLVh/6I/cWgK3G1pN15mePXti5syZ6Nevn+yx5s6di6pVqyIlJQWtWrVCzZo10a1bN9SuXVs4xm63Y86cOahZsyYMBgMSExOxevVqr+N+8MEHGDt2LEaNGoWEhAQsWrQIwcHB+Prrr0s133sJZqlhMBilgYkaDxACFBbemR8P998yx2AwKK6efOjQIXTo0AFNmzbFjh07sHHjRkRFRaFz585YtWqVS1HD20FeXh5eeeUVJCYmIj4+HmPHjsXWrVthNBpx5swZjBw5EqdOnSqz1/vll1/QokULDBw4EBUqVEDTpk3xxRdfSI6ZM2cOli5dikWLFuHo0aOYNGkShg0bhr/++svtmGazGampqejSpYuwTaVSoUuXLtizZ0+Zzf1u526z1BBC8NVXX+HgwYN+nc9gMG4v93Sg8K3EaARCQ+UerQIQWWavXVAA3MqEDUIItmzZgk2bNuGFF15QdO7EiRPRv39/vP/++wCAhIQEDBkyBKmpqRg0aJDiuWzduhUHDhzAiy++qPhcyty5c5GZmYn33nsPRqMR69evx4ABA5CdnY2QkBA8++yzqFGjht/jO3P27Fl89tlnmDx5MqZNm4Z9+/Zh/Pjx0Ol0GDFiBEwmE2bPno0//vgDbdq0AQDUqlULO3fuxOeff4727du7jJmVlQWbzYaKFStKtlesWBEnTpwos7nfai5duoTvvvsOL7zwAgwGg+Lzb5Wlxt+O35s3bxbq3Xiy9jEYjLsHJmruI9atW4fQ0FBYLBbY7XY89dRTmD59uuzzr1+/jp07d7pYG0JCQvxuLdCpUyd06tTJr3MpL730EsqVK4fLly/Dbrejb9++WLRoEa5du4bY2FiYzWZYLBa31aX9wW63o0WLFpg9ezYAoGnTpkhLS8OiRYswYsQI/PfffzAajejatavkPLPZjKZNm2L58uV49tlnhe0bNmyQuK7uZapVqwaAv0b/+9//FJ9f1paaihUr4tq1a7h586Zf44gtfJmZmYiJifFrHAaDcXtgosYDwcG8xUQOdrsdeXl5CA8PL5MS+0ozT8PDw5Gbm+uyPScnR7g5AEDHjh3x2WefQafToVKlStBolL39Bw8ehN1uR2JiomR7amoqWrRoAQB49NFH0aJFC2zZsgXp6en45ZdfhOKIhw8fRlJSEvLy8lCrVi2sXLkSAwcOxKxZs9CoUSN88cUX+Oyzz2A2m9GgQQOsWrUKp0+fxsSJE5GRkYGQkBCsXr0aFSpUkLz+zZs30bdvX6FvUIMGDTBmzBh07NgRBw4cwOuvv44VK1agfv36itbribi4OCQkJEi2PfDAA/jxxx8BOG6o69evR+XKlSXH6fV6REZGonXr1sK2ypUrQ61WQ61WuxSbo8LsXkAsHMSNKZVgMpkAlJ2lpkqVKrh27Zokxduf+QB8LNljjz3m1zgMBuP2wESNBzhOvgvIbgdsNv74O9E2qF69evj9999dtu/fvx9169YVnoeEhCA+Pt7v16G9gwoLCxEWFgaAFyrbt2/HzJkzAQBpaWno378/du3ahfnz5+Pnn39Gw4YNUVxcjMGDB2PNmjWoV68ekpKSsHz5cpw4cQL169dHdnY2Fi5ciNTUVKjVauTk5MBkMuH5559HSkoKqlSpgkWLFmHx4sV47bXXJPNavnw5evTogZSUFBQWFmLdunVYunQppk2bhvj4eIwbN05yHUrLQw89hJMnT0q2nTp1CtWrVwfAu+T0ej0uXrzo1tUEQLh+Ypo3b44tW7agb9++APjrvWXLFiQnJ5fZ3G8l4qBzfy0aZW2pqVy5MlJTU92KfjmIY3F2797NRA2DcZfDRE0A8Nxzz+GTTz7B+PHjMWbMGOj1eqxfvx7fffcdfv311zJ7nRYtWsBgMGDKlCl49dVXcebMGSQlJSEpKQkPPvgg8vLywHGcEINgsViEOjlr165Fz549Ua9ePQBA/fr1cenSJQQFBUGr1UKj0SA7Oxsvv/wyRo8eLVhqjh49it69ewPgvzWPHDnSZV7Tpk2TWJ0aNWqEqVOnylpTQUEB/vvvP0GwnT9/HgcPHkRUVBSqVauGTz75BGvWrMGWLVuEcyZNmoS2bdti9uzZGDRoEP755x8sXrwYixcvBsALlpdeegmTJk2C3W7Hww8/jNzcXOzatQvh4eEYMWKE27lMnjwZI0aMQIsWLdCqVSvMnz8fhYWFGDVqlMt8KefOnZPM906yYsUK4bG/IqKsY2qqVKlSqvmIRc3+/fv9GoPBYNw+mKgJAGrVqoXt27fj1VdfRZcuXWA2m1G/fn388MMP6NGjh+xxlixZglGjRnkMiCxfvjxWrlyJKVOmoHHjxqhWrRqSk5MxefJkALyVpmXLlsLxR44cwejRowHw7gixy+bo0aOoXLkyGjRoAIAXAmlpaVi7di0GDRqEWbNm4ciRI5g3bx6GDBnidd5K3Whi/v33X3Ts2FF4TgOWR4wYgSVLliArKwtnzpyRnNOyZUusWbMGU6dOxYwZM1CzZk3Mnz8fQ4cOFY55++23ERMTgzlz5uDs2bOIjIxEs2bNMG3aNI9zefLJJ5GZmYk33ngDGRkZaNKkCTZu3CgJHnaeL732dL53isuXL+OPP/4Qnt9pUUMtNaUVNRkZGcJjf+NyGAzG7YOJmgChZcuWbl1QFDk3vHPnznl0l1B69+6NPn36uN2XlpYmibc5cuQIGjVqBICPQ6FZPAcPHsTu3bvxwgsvCM0GT58+jTp16mD48OHYs2cPTCYTYmNjsWnTJkHUHD58GI0bN/a5DiV06NABhBCPcVHTp093G0zdu3dvwYLkDo7jMGHCBEyYMEHRfJKTk726m+h87zbWrl0rmZe/MSx3s6XG3zEoNpsNKpXK76B6BoPhG1anhiGwYcMGvPvuu36fn5aWJogOq9WKnJwcREdHAwCGDx+OY8eOoWHDhkhOTsaqVatw5MgRIYh45syZqFevHpo2bQqO4zBw4ECMGjUKOTk5qF+/PhITE/Htt9+WfpGMWwK1YsTFxQEoW0uNPyKOihoaqF0WosZfoUbnU6tWLZ9WRwaDUTqYpYYh4NxnSCkff/yx8Fij0eDcuXPC85CQEKxfv97j8d98843LeCEhIQHX2yhQoWKkQoUKSE9PL7WoobFYdrsdFosFOp1O9hhWqxXFxcUAHJYao9EIi8UCrVYre5yioiKJkCmNpebIkSO4ePHiXVtxm8EIFJilhsFglBqa+kyznsrKUgMod0GJqwlXqlRJeKxUUDin15vNZkEsKSUrK0uYw93oPmQwAgUmahgMRqkRW2oA/1w1NptNyEILDQ0VYk/8FTUajQYhISEILin8pHRO2dnZAPgCfnQu/oo1KmrsdrvfcUIMBsM3TNQwGIxS4yxqiouLFfcVEx+v1+uFNgtKRQCNpwkLCwPHcYIrS6kgoeIoIiJCqCtUWlEDKLcYMRgM+TBRw2AwYLPZSnU+dT+VL19e2KZUAIhFjU6n81vUFBYWAnAUOKSuLKXzoeIoNDTU7zEomZmZLuMyGIyyh4kaBuM+JyMjAwcOHChVdg8VJAaDwW+rhljUaLXaUouauDgt0tKeQJMm8Gs+1FITFhZWalEjttQwUcNg3DqYqGEw7nMuX74MgK+m7C9UkOj1er8FAB1Dq9WC4zi/RY3RaAQA/N//ZSEr6yc888xxv+bjzlLjr/Bj7icG4/bARA2DwQDg6O3lD9T9pNPp/BYAVNTQ9O3Sipq4OGmmkr+ihllqGIx7B1anhsFgACidqBELktJaakoraujxzt0zxKnecqDHizOxmKhhMO5umKhhMBilRux+Cg0NBeCIbVE6RlmJGrVaWg/GarUqGkdsqaFF+8oiUJi5nxiMWwdzPzEY9xEXL16EWq3GwYMHy3RcsfuJ1oWhbiC5OIuaoKAgAP67n5xFjcViUTROWbmfLBaL5DxmqWEwbh1M1NzjjBw5EhzHYdy4cS77kpKSwHEcRo4cedvms2vXLmg0GjShKSde+P7779GkSRMEBwejevXqeO+991yOWbhwIR544AEYDAbUq1cPS5culez/6aef0KJFC0RGRiIkJARNmjTBsmXLJMcUFBQgOTkZVapUgcFgQEJCAhYtWlSqdfqCEII33ngDcXFxMBgM6NKlC06fPi055ubNmxg6dCjCw8MRGRmJp59+2qOLxGw2o3z58njnnXfc7n/77bdRsWJFxTfuP//8Ey1btiz1jVYsSEJCQgCUnaVGaRVfh6iRutOUWmrE7qfSiJobN25InjNLDYNx62CiJgCoWrUqVq5cKflGW1xcjBUrVqBatWq3bR45OTn4v//7P3Tu3NnnsRs2bMDQoUMxbtw4pKWl4dNPP8WHH36ITz75RDjms88+w9SpUzF9+nQcPXoUb731FpKSkvDrr78Kx0RFReHVV1/Fnj17cPjwYYwaNQqjRo3Cpk2bhGMmT56MjRs34ttvv8Xx48cxceJEJCcn45dffvF7rdOnT/cqFt999118/PHHWLRoEf7++2+EhISge/fukhv00KFDcfToUWzevBnr1q3D9u3b8cwzz7gdT6fTYdiwYUhJSXHZd+HCBXzxxRcYPny4ot5G7vC3hL/Y/VRWlhr6W2kRP/q6KpVD1KhUpXM/0TR1f8SfOJ7G3zEYDIY8mKgJAJo1a4aqVavip59+Erb99NNPqFatGpo2bSo5duPGjXj44YcRGRmJ6Oho9O7dG2fOnBH2L126FKGhoRKrwvPPP4+EhASfN6lx48bhqaeeQps2bXzOedmyZejbty/GjRuHWrVqoVevXpg6dSrmzp0r3FiXLVuGZ599Fk8++SRq1aqFwYMH45lnnsHcuXOFcTp06IB+/frhgQceQO3atTFhwgQ0btwYO3fuFI7ZvXs3RowYgQ4dOqBGjRp45plnkJiYKGngmZOTg/Hjx6NixYoIDw9Hp06dcOjQIZ/rcAchBPPnz8drr72Gxx9/HI0bN8bSpUtx9epVoUHn8ePHsXHjRnz55Zdo3bo1Hn74YSxYsAArV67E1atX3Y779NNP49SpU5K1Afx7eunSJQwYMAB2ux0zZsxAlSpVoNfr0aRJE2zcuNHteOfPn0fHjh0BAJ06dULLli0xYsQIv9Ysdj+VlaVGr9dLxpYLFY4qlUOgBQeXzlLj75oAaTwNwEQNg3ErYaImQBg9erTkW/zXX3+NUaNGuRxXWFiIyZMn499//8WWLVugUqnQr18/IfPl//7v//Doo49i6NChsFqtWL9+Pb788kssW7ZM+AbujpSUFJw9exZvvvmmrPmaTCYhZoJiMBhw+fJlXLhwwesx//zzj1s3CyEEW7ZswcmTJ9GuXTthe9u2bfHLL7/gypUrIIRg27ZtOHXqFLp16yYcM2jQIGRmZmL9+vVITU1Fs2bN0LlzZ9y8eVPWesScO3cOGRkZ6NKli7AtIiICrVu3xp49ewAAe/bsQWRkJFq0aCEc06VLF6hUKvz9999ux23UqBFatmyJr7/+WrLmX3/9FY0bN0bdunXx0UcfYd68eXj//fdx+PBhdO/eHX369HFxfQG8he+HH34AAKxevRobNmxw6wKUg1iQ+GupoeKFWptKY6kp0SACISGli6kpjahxttQw9xODcetgoiZAGDZsGHbu3IkLFy7gwoUL2LVrF4YNG+Zy3BNPPIH+/fsjPj4eTZo0wddff40jR47g2LFjwjGff/450tPTMX78eDz99NOYPn06mjdv7vG1T58+jf/973/49ttvoXHOo/VA9+7d8dNPP2HLli2w2+04deoU5s2bBwBIT08Xjvnyyy+RmpoKQgj+/fdffPnll7BYLJIbRW5uLkJDQ6HT6dCrVy8sWLAAXbt2FfYvWLAACQkJqFKlCnQ6HXr06IGFCxcKwmfnzp3Yt28flixZghYtWqBOnTp4//33ERkZidWrV8taj5iMjAwAfCNEMRUrVhT2ZWRkCH2SKBqNBlFRUcIx7nj66afxww8/CFaE3NxcbNmyBX369AHHcXj//ffxyiuvYPDgwahXrx7mzp2LJk2aYP78+S5jqdVqoS9SVFQUypcv77f7Sux+8lcAUFFDLTT0tz+iRtTkGwAvavx1P4WGhvqd0QUw9xODcTthoiZAiImJQa9evbBkyRKkpKSgV69ekj48lNOnT2PIkCGoVasWwsPDUaNGDQB8VgylXLly+Oqrr/DZZ5+hdu3a+N///ufxdW02G5566im89dZbqFu3ruz5jh07FsnJyejduzd0Oh0efPBBDB48GACgUvF/lq+//jp69uyJBx98EFqtFo8//rjgHqHHAPw36YMHD2Lfvn2YNWsWJk+ejD///FPYv2DBAuzduxe//PILUlNTMW/ePCQlJeGPP/4AABw6dAgFBQWoXbs2wsPDhZvYuXPnBNfcjh07hO2hoaGYPXs2li9fLtm2fPly2ev3lyFDhsBms+H7778HAKxcuRIqlQpdu3ZFfn4+rl69ioceekhyzkMPPYTjx4+7Hc+5Ns3Zs2cVu3uAss1+omKGWmqUzsedqCmN+0lsqVFa6wZwiBr6/8gsNQzGrYPVqQkgRo8ejeTkZAB81pA7HnvsMVSvXh1ffPEFKlWqBLvdjoYNG7p8G96+fTvUajXS09NRWFgofKg7k5+fj3///RcHDhwQXttut4MQAo1Gg99//x2dOnVyOY/jOMydOxezZ89GRkYGYmJisGXLFgBArVq1APCupq+//hqff/45rl27hri4OCxevBhhYWGIiYkRxlKpVIiPjwcANGnSBMePH8ecOXPQoUMHFBUVYdq0aVizZg169eoFAGjcuDEOHjyI999/H126dEFBQQHi4uLwyy+/IDQ0VCKYqCWjRYsWkjTojz/+GFeuXJHE91DLTGxsLAAIc6Zcu3ZNyAqLjY3F9evXJdfEarXi5s2bwvnuCA8Px4ABA5CSkoLRo0fjm2++QZcuXRAcHOxX8Tx35xQXFwvCQi5lkf1UVpaa4uJit5aa0rif1Go1gNJZamrWrImsrCxmqWEwbiHMUhNA9OjRA2azGRaLBd27d3fZf+PGDZw8eRKvvfYaOnfujAceeADZ2dkux+3evRtz587Fr7/+itDQUEGsuCM8PBxHjhzBwYMHhZ9x48ahXr16OHjwIFq3bu11zmq1GpUrV4ZOp8N3332HNm3aSAQLwMdYVKlSBWq1GitXrkTv3r0lwsMZu90u3CAtFgssFovL8Wq1WrihN2vWDBkZGdBoNIiPj5f80G/XBoNBsj0qKgphYWGSbTRDpmbNmoiNjRVEGsB/O//777+FIOo2bdogJycHqampwjFbt26F3W73ec2efvpp7Ny5E+vWrcPevXvRp08fALybpFKlSti1a5fk+F27diEhIcHtWNRdqNFoBDHiT8fussh+chY1pbHUlHiLBJRaagghEvdTWQQK16xZE0Dp3E8///wzVqxYgQMHDvg9BoMRyDBLzS1g3eGreOuXo5jepyF6NY7zfUIZoVarBTcD/WYpply5coiOjsbixYsRFxeHixcvuriW8vPzMXz4cIwfPx49e/ZElSpV0LJlS/Tq1UsSWEtRqVRo2LChZFuFChUQFBQk2f7JJ59gzZo1wo0+KysLq1evRocOHVBcXIyUlBT88MMP+Ouvv4RzTp06hX/++QetW7dGdnY2PvjgA6SlpeGbb74RjpkzZw5atGiB2rVrw2Qy4bfffsOyZcvw2WefAeBFV/v27TFlyhQYDAZUr14df/31F5YuXYoPPvgAAB+g26ZNGwwdOhTvvfce6tevj6tXr2L9+vXo16+fJJhXDhzHYeLEiZg5cybq1KmDmjVr4vXXX0elSpXQt29fAMADDzyAHj16YOzYsVi0aBEsFguSk5MxePBgVKpUyev47dq1Q3x8PP7v//4PdevWRWJiIgBezE2ZMgVvvvkmateujSZNmiAlJQUHDx706BqrXLkyOI7Djh070LlzZ5hMJr8sPmWR/eRJ1PgTU+N8CUNDlYkas9ksHB8WFia0SSiNpYZaIP11P5nNZgwbNgwmkwm//vorsrKyvAbvMxj3I8xSU8ZkFZgw7acjyCwwY+pPh5FVoDw+oTSEh4cjPDzc7T6VSoWVK1ciNTUVDRs2xKRJk1yyXSZMmICQkBDMnj0bAJ9xM3v2bDz33HMeU43lkJWVJUkdB4BvvvkGLVq0wEMPPYSjR4/izz//RKtWrYT9NpsN8+bNQ2JiIrp27Yri4mLs3r1biAMC+JvM888/jwYNGuChhx7Cjz/+iG+//RZjxowRjlm5ciVatmyJoUOHIiEhAe+88w5mzZolFCzkOA7r1q1D27Zt8fTTT6Nu3boYPHgwLly44BLsK5eXX34ZL7zwAp555hm0bNkSBQUF2LhxoySba/ny5ahfvz46d+6MRx99FA8//DAWL17sc2yO4zB69GhkZ2fjqaeeErbb7XaMHz8ekydPxosvvohGjRph48aN+OWXX1CnTh23Y8XGxuKZZ57Bhx9+iDZt2uDdd99VbKmx2WyCECqL7KfSpnS7y34KDlbmfhKLl+DgYEGoWSwWxSLLWdTk5+f7VQ/o+vXrwrUoKirCunXrFI/BYAQ85D4iNzeXACC5ubku+4qKisixY8dIUVGR4nFtNhvJzs4mVquVPLN0H6k1dT2p/so6UmvqevLssn/LYup3HLpGm812p6dyS7hX13f9+nWyb98+sm/fPnLlyhWvx7pbY2ZmJtm3bx85efIkOXfuHNm3bx+5evWqy7ne/j+MRiMBQACQ/Px8snPnTgKAxMfHK1rLzJkzCQAyZswYQgghH330EQFAnnzySVnnm81msnbtWlKrVi0yZgzItm2On1GjQB577DHZc0lPTxfWZLfbiclkEp7fvHlT0bqqVq1KAJDNmzcLY/jzOfPvv/8K5wMgffv2VTzG3Q59D81m852eyi0j0Nd4q9bn7f4thllqypD1RzKw6eg12Oz8tzCbnWBjWgbWHfbfwsFgeENsVSlNoLBarRbijpSOI7aklIWlRq/XgxDid6BwUVGRS0yNP+4ngF8Px3HQ6XRC/JFSFxS11ERHb8ODD/Lb/HFBXbt2TfJ83759isdgMAIdJmrKiJuFZry2Ng2c03YOwLSfjtx2NxTj/qC0ooaer1KpBFGj1P0kFh1arbbUMTWVK1/Drl3lUa7cQcl2uRiNRtBQE62WBnorcz85p5cD8KtWjc1mQ1FRER55BMjNnY05c/jt/gQLU1FD6xv5E9/DYAQ6TNSUAYQQzNx0BoVmG5w95QRAocmG19am3YmpMQKcsrTU0OBypeM4WzVKa6lp3XoNrNabqFBhkWR8uYhFjU5XGQAvavy11FD8qVVD19S+vXR7aSw1NM6LiRoGwxUmasqAU9cKsPXUTcHt5IyN8G6oU9dYfQpG2SIWIKURNWJLjb/up+BgLbKztyI4mA+Gpun0cqFCQqWSWoqUWGpsNhssFovgftLrK5fMrexEjRIxQftQiRME1erSWWqoqFF6fcXk5+d7rVzNYNyrMFFTBtStGIpOdaOgVjk7n3jUHIceDWNRt2LYbZ4ZI9AR36j9ETWkJAuH47hSu5+GDLHh0KHOyMpyFCRUYq3xJF6UWGrosdRSQ0WNUvcTnUvLllZkZf2K1NTW6NiR36ZE1JhMJoSEAOIkuuDgshE1gHJrGKVatWqIi4vDjRs3/DqfwbhbYaKmDOA4Dq91r40QndptTE2IXo2ZfRu6O5XBKBWldT+JRU1p3U+DBvFWiatX30dICP/RolQAOPUvlYwvdwwAQkq3Xl8FgH+WmmrVgEmTMpGW1gf5+f9g8GC+0apSS43BIN0WHFw691NMTIxQN8cfUWMymZCTkwMAOHLkiOLzGYy7GSZqyoioEB1m9m3oNqZmdv9GKB+qrOy8Ui5fvoxx48YhPj4eQUFBqFixIrp16yZ8aLVv3x4cx+G7776TnLdgwQKXYm/0WJr18cADD2DFihVlOt/t27fjscceQ6VKlcBxHNauXetyTI0aNYR5iH+SkpLKdC73MmUVUyO21PjjfgpzMkJ26sS7bZSKmipVpNs0GmXuJ1dR439MTdWq7vcpiakpLi6GyIMFwH9LDW2rERkZKbjC/BE1tGEsAMXtMBiMux0masqQXo1i0b1BRcENpVbxbqfejb1XiC0t58+fR9OmTXHjxg0sW7YMJ06cwOrVq5GQkCCkxx44cABxcXH48ccfJeempqaiWbNmwnN67Pvvv4/09HScPHkSPXr0wMiRI3HhwoUym3NhYSESExM99qgC+JTV9PR04Wfz5s0AgIEDB5bZPO5lCCFCzAZQOktNabOfSooaC1SqxKc/K3U/OQuJyEhllhoqXKio0en4/z1/sp/cXc5y5ZRbapwbn4eE+GepoaImIiJCCMb2J1j48uXLwuOioiLF5zMYdzOsTUIZwnEcZvVrhD1n/kResRUhutvjdlqwYAFCQkKwatUq4cZUo0YNPPLIIwD4dgP5+fl45513MGXKlJLsEP5Dcf/+/ejXr58w1unTp5Gfn48ePXoIjRWffvppzJ8/H6dPn0ajRo0Uz48QIpjLKT179kTPnj29nufcA+qdd95B7dq10d45leQ+hb/xOu68xI8qtWXlfqpeXbotIkJ5A0iz2Yxy5aTboqKAoiL5lhqr1QqdjrfwAKVzP3FuQuQqVy69qDEYlFtqCCFC/Et4eHipLDViUcMyqBiBBrPUlDHlQ/WY3b8RYkJ1mNO/8S13OwFAdnY2iouLcfHiRbf7U1NTERQUhDFjxiA8PBwbNmwAwH/gHj9+XGKpSU1NRbly5YQGiJcvX8arr74KvV6PBg0auIydl5eHV155BYmJiYiPj8fYsWOxdetWGI1GnDlzBiNHjsSpU6dKvUaz2Yxvv/0Wo0ePdhFI9yvON7SyChT2x/3kHAsTFsa/R0rjYZxbGUVFKRvDZrOJWiRw0Ol4Ya7XA3a7skBhd56ZKlWUu9TcWWqUiprc3FzBghYWFgZDSaCOP6LkypUrwmMmahiBBhM1t4DejSth32tdb1szy+TkZOj1etSqVQstW7bE//73Pxw7dkzYv3//fjRu3Bg6nQ79+vXD6tWrAQCHDh2C1WqViJr9+/cjNzdX+OCsWrUqNm/ejE8//RRxca7rmTt3LjIzM/Hee+/h/fffBwAMGDAAISEhSExMRHR0tKRXk7+sXbsWOTk5GDlyZKnHChSoqKFWt9LH1PBCxB/3ExU1ajXfdywkhBdLSjOOSitqrFarIGrU6jBoNI4+aBqNMveTc4AvoFzUeIqpUep+unnzZsm5wZKmocxSw2BIYaImAGjWrBnOnj2Lbdu2oVu3bvjpp5+QmJiIX3/9FQAvVKhw6d+/P9avXw+TyYT9+/cjJiYGVUWBDPv370dSUhIOHjyIHTt2oH379pg0aZJHMfHSSy/h66+/RkJCApo1a4YvvvgCmZmZuHLlCvLy8jBr1iy/a2mI+eqrr9CzZ0+fHazvJ2g8BK10WxpLjUaTDbP5KPR6fpuSscSihgbmhobahX1y8SRqlNapoWNoNBFQqfSgXna1WllquLsG2BUqKFuTO/eTP4HC1PUUFRVVMob/MTViS42/KeEMxt0KEzUBglqtRvv27TFr1iwcPXoUFSpUEDKW9u/fj+bNmwMAOnToAK1Wi02bNrkECdNj27Zti/j4eLRo0QKffvop5s6di/Pnz7t93Zs3b6J9+/aoWrUqqlevjoYNG2LBggXIzMzEhg0b0LZtW8k3Q3+4cOEC/vjjD0nnbYYjRoRmsJRG1KjVuQAIoqOheCyx+8mRbcSfr9RSQ60sKhVvJvHHUhMRwT/WaPgAHY7jB9VqS2+p0WqVixqNU+RiWYgaZqlhMNzDRE0AYrfbYTKZEBMTg7NnzyInJ0cQLxqNBn369MGPP/4oETsAhGMbisqfJiQkoHbt2i6p4JTly5ejR48eOHPmDA4fPoyhQ4di6dKlaNOmDaZOnYoxY8agbt26pVpPSkoKKlSogF69epVqnECDCg/aaFGphYWe421sOZjNZiH+hLYlCA62CfuUjEOtIwYD/zcTFcULFbnzEYsanY7vkaRSUVGjLFC4LESNyWRy634SZ63JgbqfoktUJ42p8UfUZGZmCo+ZqGEEGiz76R5n+PDhSEhIQKdOnVCxYkWcPXsWs2fPBgBMnDgRqamp0Ol0EqHyxBNPYPjw4TAajXj11VeF7ampqdBqtS4ipHPnzli7dq3b+jDTpk0TbqoA0KhRI0ydOtXnvAsKCvDff/8Jz8+dO4eDBw8iKioK1apVE7bb7XakpKRgxIgRktdhOGJftCL/htIMKD4zTfycA1B691NQED83f2NqgoProrDwEEoMEyWv4aYynxM2m03IoNJq+ew5fyw1JpPJrajRaMrG/aRU1FBLTbmSxZXG/SS2EjFRwwg0mKXmHqdZs2ZYt24devfujQceeADjxo1D/fr1cfDgQdSqVQv79+9Hw4YNJT1sunbtCpvNBrPZ7BIkXKdOHcmxANClSxekpqZKfPEUf4XGv//+i6ZNm6Jp06YAgMmTJ6Np06Z44403JMf98ccfuHjxIkaPHu3X6wQyVNSI3wOllhq73S656ZYkQJXa/RQUZAHH+S9qxJYauk8OYksNFTVqdWjJ3OQHQJel+6ksRQ211JTG/SQuHshiahiBBvvqe48zadIkTJo0yeP+OXPmYM6cOZJter3ebfaFu2MBPrjYarX6VTDMEx06dJBlVejWrZtf9VfuB6ioUavV4DgOhBC/LDViXVpSqkaxpYYKCSpqVCr+5q3UVUNjaoKD6wCAxFIjB5vNhshI/jF1P6nVYSXP711RQ91PpQ0UttvtknOYpYYRaDBLDYNxDyIWMFTUAMotNZ5EjRJxJHY/aTRRUKn4J6GhpbfUGAxAUJB8IWG1WgVR42qpsctelydR44/7yWH45C9uWVhqqKhRamlxFjFM1DACDSZqGIx7EHEtGXGLA38sNWJLgj+WGrH7Sa0OhkYTCYAXNf4GCuv1lYQA3+hoZe4nZ1Gj0fCWmuBg+TV4vFlqlPaiotdXp+O7a0dGKm9PUFYp3c59q5ioYQQaTNQwGPcg9OZMKwFTS41SUWO32yWWGpWKKB5HnP2kUoUIqdRKLDU2mw0cZxPGUavDhWrAStK63bufQkqey2+VUJaBwvT6hoXx8WtVqgB2uzJR43A/lQNg8zumxjmVnMXUMAINJmqcYPEbjNvB5cuXcfz4ccXVeynUkkL7NfkragghgnWGH4ePh3G21HgbV2zV8NdS41x4T60Ok4ia0lhq1OqgkufyRdatiKkJCqoBtToGajVQqZIyUUMtKpGRbyA0dAJK6i0ySw2D4QQTNSXQm4OSDywGw18yMjJQWFgofANXijhIGIDffZsIIULGE0WjcRUx9Bu91jnqFYDJVCTEjahUwYJlRK+XLyLElhGVygCVSgOdjhclERHy/y8JMQvBxg73k0PUyLXUeKoo7I+oodeG43QICmoMAKhRw6zYGhYaCnDcUajVl1Gx4joAyi0tTNQwAh2W/VSCRqNBcHAwMjMzodVqhZuEHOx2O8xmM4qLixWddy8R6Gu8nesT38xMJpPioFFAGpNRXFwsjMnHcLgKD8B1jTTY2GYDxPdpjnPMixACo9GI69evIzIyUhBR0nEdN1a1OgQcx/uQdDpllhpHz6bwkt80wFf+OFptYcmcOMFipFYbSvYpEzVUZOn11VCuXGdkZKT45X5yVEnWIzS0KQoLt6BuXeq2k9fw1mQySTqYBwfvAOC/+4lmyzFRwwg0mKgpgeM4xMXF4dy5c7hw4YKicwkhKCoqgsFgCNgO0oG+xtu5PrvdjqysLAC8xUVpyXyAv5llZWVBr9dDo9EgMzMTZrMZKpVKqDbrjPMaCSHIysoCIZDE1eTkAEVFduTm5grbIiMjERsb62E9DoGlUgUJ2U86nTJ3j6NnU3jJWPwGg0G++4kQXiBarVrhfeT7Pymbj8VSLMT3NG+eCqv1BjIyUvyqKEw1pkqlR1hYPK5dA2JieMEjV9SYzWaILz/HFSueC+Cw1FSsWFGwFjIYgQQTNSJ0Oh3q1Kmj+IPCYrFg+/btaNeuncdvyfc6gb7G27m+y5cvY9y4cQD4DuvJycmKx/jpp58wbdo0tGvXDosXL8a0adNw4MABLFy4EJ07d3Z7jvMaCwsL8eijj2LePP4mq1KFwG4vxBdfAI888gpGjRoFgHc5ubPQUKilxm7XlQQuO0SNf5aasJLf/AYlKd2ApWQuDmsbFTVKLDWEOISaWh0Cm40XA6WpKMxxeuj1kQD4NRUXFyOCFvjxgdlsFmr2UEJClGViAQ5RU6FCBWRkZLBAYUbAwUSNEyqVSlY5djFqtRpWqxVBQUEBecMHAn+Nt3N9ubm5gjXw7Nmziv/eAL5/z4ULF0pcGFoUFmbhwoULKCws9Die8xqNRiMuXLgAjQaw24GgoPowGi/AaOSzbeTOi1pH7HY+eMQfS43JZEIYr2Wg1UaVjMNbapS4nwBryVwcIswfUWO1OlyCKpUeKhW/NiVCDZDG1KhUesGlZjAoq1VjNpsl7idAeXFDwOF+io2NxeHDh2E2m2G1WlkLEkbAEHjBEQzGXQ6tOQIA169f92sMenMKCwvDwYOdMHnyXr/qwgAQ1YapAsAfCwB/cyaEFw/+Wmoc3bX5AnPUUmMwKCniZymZi+MmTWN8lGQ/2e2mknFU4DgVOE5XMifeNSUXsaWGFzUO69OdEDXUUiN2Jfrj/mQw7laYqGEwbjPijKfSipqYGCA3dzuCgqyoXVu5qNFqIdx0xaJGWfAyddXwYsZfS004H0oDrZaKGoelRr6o4S0xhJTOUmOzUVGnKRlDJ9qnLKaGGkF4i49D1MgtwEcIgcViKVP3U3R0tGCJy8nJUTQGg3E3w0QNg3GbEVtqrl275tcYtA9XtWoOUaRSKRc14phinY7v26T8ZkmPdRU1cucj7h9FRY1YAMgVNYS4Wmr8ETV2O503r/iopYYf2/+YGn8sNXTtZel+Cg0NFTp+M1HDCCSYqGEwbjNlYamhAZ4xMY5MPSVZQoBU1KhUQYKYCA1VZqnhOHPJ77K21CgXNdT9RPss8fPxJ1CYigVXSw0hVtk1ZlxjasSiRp6lhgoXZ1FTGktNWFgYIkuqFGZnZysag8G4m2GihsG4zYgtNTk5OX4VfKSiIyxMKmr87bWkVodBo+FNJUrdTxxnKvnNKyR/Y2qoqHHE1PCTUyJqOI5WaC5dTA11P3EctdSohDGViDVpTI1OEDVqNVBcLC+WhV5D6n6y22lTS/9jasSWGiZqGIHEPSNq5syZg5YtWyIsLAwVKlRA3759cfLkyTs9LQZDMc5VhP1xQZlMJkRGAjpdjrCtLEWNEgsAx/E3eGrN8KcujNRSU75kHOWViWlMDXUbOc9HqaWGihp+HH59StK6adwSP5YjpgYATKZcD2dJoe8Fbf9gt1cCwIsau92uqNUGcz8xAp17RtT89ddfSEpKwt69e7F582ZYLBZ069aNFY9i3HM4ixqlxR4B3gJQp450mz/uJ7GoUav9s9RQIUEtNKW11DgHCiuz1FDRUrqYGhqbIxY1NK5GSdE7i8UiyX5SqTSwWvmigCZTnqwxaIsE6say2/nMJfreKXnP6ecls9QwApV7pjjBxo0bJc+XLFmCChUqIDU1Fe3atXN7jslkkvzD0+BKi8Wi4Jufb+hYZTnm3Uagr/F2rk/sfgKA//77D61bt1Y0RnFxMerWlW4zGPiMGk9rcF6j0WgUNaIMBcBbEaioURrHwnFaWCwWIUiXiho54xQVFaE8b6ABx4WXjMPfxYOC+P9lX+NYLBaJqKHH05o1Wq336yOGihpAKxyvUulhs/GWmsLCQoTRwjpeEFtq7HZ1yWePBhqNBcXF2bLmUlhYKLie1OpI2O2RACAUKywsLJRdW4mKGp1Oh/ASFZmVlXXX/F8H+ucMEPhrvFXrkzvePSNqnKEl3KOc8xxFzJkzB2+99ZbL9t9//x3B7rrVlZLNmzeX+Zh3G4G+xtuxvqtXrwIAYmJikJmZid9//1341iyXjIwMdOjAPyaEA8cRGAzAqVOn8Ntvv3k9l65x//79wrf9GzeKcOXKAYSF8TfLK1eu+ByHYrPxVp3MzBz89ttv0GiOIySEFxHXr1+XNc7Bg38LlqetW1MBnIBKdRVhYbyoSUtLkzUOjanJyysSjlepziIsjJ/Pnj17ZFlZaPE9o9EsjBMWZoNKxY+zceNGVKhQwec4JpNJsLDs3r0Pdns2COFgMAAnThyUtaaLFy8KQcJmcwgI4ZUofe9+++03IejXF5mZmQCAQ4cOCa06Dh8+LPu9dsZms3mtNu0vgf45AwT+Gst6fXKrX9+TosZut2PixIl46KGH0LBhQ4/HTZ06FZMnTxae5+XloWrVqujWrZvwLaUssFgs2Lx5M7p27RqQ1XaBwF/j7VzfpEmTAAAtWrTAhg0boNfr8eijjyoaY/r06UKMRXBwfRQVHYfBAFSuXNnjWM5rtNlsSEvj98XG1kKtWn2wb18SgoOBsLAQ2XOiRtRKlaqjRYtHcfOmHceP85aakBB541y48C8AwGbj0LPnAHAcB5PpKv79lxc1tWrV9DmOxWLBli28qImIiEb37vzxRuMxHDjAi5GmTZvKms/8+Xx2U1hYOXTuzB+fmhqB4uIsaLXAQw89hDrO/j8naLwLrVPzyCOdEBLSEOvX6wGYUb16BVlzOXDgANas4R9HRtbE9eu8qAkN5QAQPPLII6hatarPcQC+YrpGA3Tq1BQ6nQ7ff/89wsPDFf/9AcD//vc/fPXVV9i2bZvXz2ElBPrnDBD4a7xV66OeFl/ck6ImKSkJaWlp2Llzp9fj9Hq924ZxWq32lvwx3apx7yYCfY23Y33UBdCwYUNs2LABFy5cUPya4ngYvb4SioqOIzgYKCiw+ByLrtFmswnuJ602AkFBNEAXAIpkz4laR3S64JKxQ0ue05gS3+NwXF7JuvTQlZg2OC4SAJ8pRIjccWh8j144XqdzzKeoiMhcFz+ORuNomyEOFCbE9zjU9U0P0+lCS647P47dbpQ1F0KI4H7S6WJBCP/Gh4aqANhkzYViNBoxYwZQXNwHsbGzAfBWb3/+5j/44AMAwJAhQ3DixAnF53sj0D9ngMBfY1mvT+5Y90ygMCU5ORnr1q3Dtm3bUKVKlTs9HQZDMVTUNGjQAABw/vx5xWMUFxdLRA3gX/aTOKZGrQ4CIdqS5/IbHapUtpJzXFO65frBrVZjyW9xtpHDRUyIvPlwnL3ktzjAV1mgsN1uh0plL5mD40uR0kBheoy4Tg0/Pr/BZpOX5CBukaDTVRTcTyEhNOBYfqBwUVEh2rQBACvKl08F4F/2k7hOz8mTJ3H69GnFYzAYt4J7RtQQQpCcnIw1a9Zg69atqFmz5p2eEoOhGEKI4BuuU+coRo/mYyaUpOUC/I2MihqdrmxEDQBwXEjJb3nZT4QQQQBoNP6LGhqXI60ErBW6bdvt8grVUYElLpZHxYRGA1itvq+Pc8aSu3HkihqVSixq+OtCA6Bpd3M541BRo9VWECw1wcFE2C8Hu92OcuUcAigoiL/W/mQ/OZ/Tvn172W0fGIxbyT0japKSkvDtt99ixYoVCAsLQ0ZGBjIyMtg/EuOeoqioqEQIAGbzexg+HKha1eaS5u2L4uJiQZDo9XEA/Evppt5ZamXhuOCS3/JEjTi7R6v1v/geFTXOHnGbjR+cEKWixlWMAIDF4nsci8UixMGo1WJxpKxTt3MbCloHiBD++sgVNSaTSWSpiXUJFJb7nhcVFaFGDcdzrZavZu2PqLl06RIAvoZQ+fJAenq6XxZHBqOsuWdEzWeffYbc3Fx06NABcXFxws+qVavu9NQYDNlQ15M4WSUsDEImilwsFoeo0el4UaO0wqxY1FBXDy0Op1LJu1GKRU1ZW2oAh6uGEHkiy53bSPzYbvc9jlTUuLqf5FpqLBaLIDw4TieaB7XYyG+TILbUALR+jzJLjdFolIgajuOFyY0bN2TX76FQUbN8uQ4//ABUqiQ/kJPBuJXcM6KGEOL2Z+TIkXd6agyGbKioiYtzWAAiIx2ptnIRW1Ko+ykoSJmoKSoqEllqgkt+U1GjvGKuw1LjqOAr31JDRZQ0GJCKGrmWIypqxBYWcTNKh0XIM2azWSRqgkRjK4+pobVkNBpHtiVtJ+Hobu57HIebMFyw1BgMdnCcMlEj9tqbzScwcqQKNpsN6enpssagUFETHc2/9oMPOspsMBh3kntG1DAYgQBfKA1o1sxhkYiKUiZqbDYbdDrezcJxOqECr9KYmtzcXJGlhr9RqtV8QTmNRn57Aypq3AcKKxU1UksNjT9xdAL3jlrt6n7iOA42m6rkdeRZahytDVwDjjUaeS4facVmcQkJ6uqTbw1zvE9BQkwNoMzlaDQaERMj3TZihB3h4cqrWl+8eFHy3GplooZxd8BEDYNxGyksLMRbbwGjRzviKaKilLmfTCaTYAHgs5b4IF+lMTU5OTku7ieNhhc1er28nkJiq4aj95PDuuHodu0dR68lndN2ZaJGpeJdMmILCwDFoobWk5MGHJeNpYYKSCXWMGmwsVYQW0pcjkajURgnLm6MsL18eVeR4ovLly9DXHOPiRrG3QITNQzGbaSwkKbUOlBqqTGZTBJ3BBU1Op28mzYlJycHQUF0HH5ArZYXNbQ1gS+cGzYCUlHDcVZJ+q8n7HZpV2wHNFBYnuXI4X6S1qeirRLo63hDuiZXN5YSUePOUuOIW/JX1HCCRU1J81Gj0SiI2AoVBiMkpBEAIDpauaUmMzMT4qLsdjuLqWHcHTBRw2DcRtw1YC1XTpmoEdeo0WjCBFEDyI89AdxbanQ6PkPHYJDX1FLsfqKWDF6YcCXjyasN48lS4xA18gSAWu1e1NhsVNQoCxQuTZduT5YaakVy9KnyPY5zWjgVSUotNWJ3I43FiopSbqm5efOmRNRoNMxSw7g7YKKGwbiNuBM10dHK3U9iC4BKpQWNRZGbJQRIRQ0NFNZoHK4sOZlLYvcTFSQcxynOgLLbadNIqahxiAp5lhq1mrcKaTRS95MSS41Y1Ijn44+lxuEmLI2oKRaJGmnsk7/uJ5UqSCgFUL68ckvNzZs3hbUBfGo3EzWMuwEmahiM24g7UaPU/eRsqeGhN0r5gcJSS430ZqlE1DhXzOUfK61VYy45z1nU0OdyRQ211EhFDU0Vl2PxkQYKuy/ip9T9JLXU0JgaeaLGYnH8zdDrSsdT4n4qLCyUiKOytNQwUcO4W2CihsFQACEE//vf/5CYmIg33nhD8fmFhYVwvgfxoua67DGklhpehHAcf7OTG6cBuHc/iYOO5dy4TSaTW6uG8lo1jp5NYhyWGnkCQKOhlhqDZDsh6pLf8sSIY02u7ie5lhqLxeLWUqPV0ppA8qpIW62O1O+ydT85LDX5+fmyxgD47LucnByEOryeTNQw7hqYqGEwFJCamoq5c+fi8OHDmDNnjuL2BkZjgXBjiYkZCID/5p+XJ1/UiC01VNQozagBnAOFpaJGbs0bd4HC/DyUWWpoILCzhQWgQklOXA4RMnK0Wmf3k6bktzL3k9RSw19jvV6+FcthqYkQtms0ykSNzWYsmbsKHMdPjL5PygKFC4X3m3c/OSw1SrLmcnNzQQiRWGqCgligMOPugIkaBkMBX331lfDYarXi6tWris4vKnJ88Ner9yXov6DVKv+GILbUUDcEveFSN44vzGYzTCajKHWZup+UxdS4CxTmH9Oqt3ItCdaS15daahzBx75FjdVqFcSIq6VGmfvJvfXJIWrkBD97iqmhc6OuMl/YbLylhgoz8XhKahMVFTmsMWq1w1ITHa1M1NCWHlFRjveKWWoYdwtM1DAYCvjxxx8lz8+dO6fo/OJixwe/ShUspPcCRlmpz/wY7iw11NIiz02Tm5srfGvnz/PP/VRcXCwSAI6bnHgcOdYsKlqcLTVKRI1YjNDqxhTafVxObI6nlO7SWWocokanCy3ZJs9SQ5t5uhM1ISHyRY3J5BDOvPupIgA++84fURMd7bjGTNQw7haYqGEwZGK1WoWA3saNGwOA4iZ+ZjN/Y7Hb1VCpNIIoCQoislKoAec6NfQGGVLy2yrLiiCOpwE44eat1FJTXFzsVgCIx5HXV8iTqKG1b3wLAKvVKupDFey0V5mlhlqwxCndNMBXiaXGXZ0anS6kZJs8Sw1NQ7fbxXNxZD/JFSRU1BDCr4vOKSiI7yUmF3eWmqAgJmoYdwdM1DAYMhHHDCQmJgJQLmpMJt4FQG9Q9Bu8wQAUFBTIGkPcodtReI9WApZ3c3EOEuY4TjKeXLeRJ/eTUlFD2xs4p2JTUaPc/eQcmyO/iJ84+8mdS02JpcZdnRoaKEyDmn1BRY3D2uQQNUosNWZzQcl4WnAcJ8qcA/R6IrupJRU1ERGO+ej1LKaGcXfARA2DIZOcnBwAQHBwMOrWrQtAuaixWHhRQwhND3Z845YrakwmkyjAN0Ty2x9RQ11P4nH8s9S4dz/JuVlyHBU1UreRw/3k21IjFiOuooa6buRZWLwFCsvN6JJaahwCgrqftFp5osZRe8gxFyqSlFhqLJaCkvH4i6RS6QVLlJIWG1TUhIc7+iTo9fzfgpLeYwzGrYCJGgZDJjk5OdBqgbi4cNSoUQOAclFjs9GaI9Td4xA17mrYuMOdpYYKEyWixpEJ4xASylO6i8vEUkPdS86xMNQdRdsfeENsqXFODXd0/5ZnqXGX0u2P+8m5DhB/Pv+ea7WQFUdFiKnkt/j6Ki++Z7UavY6jVNSEhnLCNrpOucKcwbhVaHwfwmAwAF4ILFgA1Kp1DXp9FADlRcuoK4HWlRHfVPyx1Dj6CDmyjahFyRtFRUUeLDUOMZKX5/smZzKJC8P5FyhMCBFEiztRY7Eoj6lxLeJHP+qUuZ/cWWr4GBSlbiyH5SgoiFpq+GN0Op270wWoqJHGLCmvU0OzqKSiJhRW603FoiY0FKhc2VGFmP49FhYWIioqStY4DMatgFlqGAyZ5ORko1493m0QHv4fAGWVgAGAEP7GwnH8DZK6n5TE1EjdT9RS47AiyLHUWCwWl8J74vH4Y3wXZLNYHN3GxTdd8bp8WTW8pWLTFG85QbXicZx7SDmey3NjuU/ppv2x5FtqHKLGIfgc7id5/bUcHcrFolG5+4lmUUnFkeN9kjtOQUEBxo1zdETnz+dvJXKtjQDfmmHMmDHo1KkTmjVrhlOnTsk+l8HwBBM1DIZM8vIcAiYkxFyyLU9ROiyNj3BUhi2t+0lqqdHr5VlqpKLGISRUqiBQj4jV6ns+ZrND1PjrfhIHG9PMIMc48t1PnsQIj7KUbncNLcXCUV5MjcmlESUAGAwRJdukli7PWErm4moJU1J8j/7tUSshII3pUtJuISaGfxwW1gKA1FIjl5SUFHz11VfYtm0bDhw4gPfff1/2uQyGJ5ioYTBkkp9/TXisVudAXZL3q8xaw984HHVlyipQWFlMjVjUiN1PHMfBYlGXHON7PjROw27nwHGOwFGlooaKCGdRQwN+S2upobExcgOOy6KisLS9gUOQiNPNaTacN2g/L7GoEQcKFxUVuT3PGYcbyyFqxO+T/MrERiEAOiZmAABHTI0SUXPjxg3J8++//172WhgMTzBRw2DIpLDQ0cqguPgMnnoqBPXrKxM1HMffOOi3frH5X66oKSoyugQKi2Nq5Igas9ksisuR1nSxWnlx4ghq9ozFQuM0pOF5/lpqnOvUKKm+y8en8I89NcaUW8TPfUq3skBhGsPCnxskeuwQJ8XFckQN7WAuDujmRQ3fhkKukKCCWmzxUe5+KiwsFESNVluxZB5E2CcXalF8//0Z6Ny5AnJzc7F9+3bZ5zMY7mCBwoz7iu+//x5169ZFkyZNFJ9bVOT4Znn9+kqMHg2MHq3UUsN/63YUzfPHUlMgFIdzuJ8cN9zs7ByfY0gtNdI4FqtVA8As9BzyBrVGlEbUSLOWpGLEIWp8ZwnZbI6AWbHbSDqub0uN2WwWFd8Tu9T4O7lWC1itvoNzxaJGPB+OU8Fqpd2+fb/nKhUVNWILiyNF3G6XKyRoJ3RxDJVy95PYUkOrEmu1BCqVf6ImIeFbNG9+HcXFfIXuatWqyR6DwXCGWWoY9w1///03nnzySTRt2hTZ2dmKzzeZbrrdrkTUqNX8DUqrpQG+ymNqaFViwJH95I/7yWHVkIoam01T8luJqFFLtivJfhJnLTm7jaio0WjkjCO2jHiy1CirdyPt0i2+Tr4FgM1GKwFrhOKGjtfgn5tMvkWNo4WEQbRNDUKoyJH3d0PFkXgc+j4pFTW0qKBOFyts1+mUixqVCjAY+ADhHj344GEGozQwUcO4b9iyZYvweO7cuYrPN5tz3G6/fl1eh20+dZm/QWm1VIwodz9ZrbQyrAYqFS9AxIHCct1P7oJYAYeoodky3udCs3eklhGllhpPqdg0xZumP3sfR2wZcY6p0ZX8Lk1Mjfg6+c5actSXcTWIW628qJFjqaH9vJwtahwXUvLbt/jkoaLG1VKjpDFmYWGByFJTQdiu1/OCRy65ubmoV8/xPDtbeYkEBsMZJmoY9w179uwRHm/dulXx+Vare7GQlXXN7XZnxMXYdDo+JsKfQGG7nVaGFcdGOGqolCb7iR9fW/Lb9w2K1t3xJGqCg5W5n5zFiDJR4xAajro0PEoqE4uzn8Qii+NUolYFvgWAu/YGjrlSUePbskGFsFiM8NtDS+Ylr28TtdSIA5XFqfdyLTVWa6HI/Rkh/P0YDMotNc2aOZ5HRfkvaqzWPKSnL4HFotwCywgsmKhh3BfY7Xbs3r1beO5PnxoqJpzJybkq6/yioiIhOJeKGnFMjdwbAg3gFYsapZYaqftJaqlxNE70fbOkQsI5hkVsASiNpUbsfvIlaqi7x2rlXNw9Shpjeiq+BzgK19GMJG/Y7dRS407UqEpey/d77uiLFey0PazktzxRQy0+1PXJb1PufiKEzpmDWh0CjSYSAJ9erlTUVKnieB4T47+oOXFiNE6eHIVjx4b4dT4jcGCihnFfkJqaKpR3B8pW1OTnZ8g6v6ioSBASpXE/OSwo4tiIsqlTw4+vK/ktx8VC043dW2r4QnXex7HZbB7bGziaP8oRR6aS35zLPlrET167BUd9GWfriKMAnhxRQ49xFTU2G02b920N02g8iRoqjOXE99ig0dCqzY60eX+ynziOd/OpVGEljTHLAQDCwpQIcxvy8/MFNxYAlC8PpKeny0qXdyYr60cAQHb2JsXnMgILJmoY9wXffPMNAKB169YAgPx836m0Yux2Owjhz1GpIiT7xFlR3hBbahz1ZZS7nwBaGdZxRxBbauSM4y2mxlFG37eocW77QBFXJvblxvIWKExFjhz3E7XU2GzuRA2NqfEtasRizjndnYoatVpO/AkVCa5tEOx2aqmRI2rsJb+lNXy0Wv7vUK+3+QyiNpkcQo1WNAaUZz/xFj7qDqMZfJEAlIka+qVCLGqionjxmpWVJWsMX2Mz7k+YqGEEPHa7Hd999x0AYPz48QD4G7+vG4GYrKwsBAXxacXh4a2c9sr7IBf3W6LWEXpTCQoCjEZ5Qou2WhDfcP3pS+SwRhic9lJrhBy3BrXUSEWNSqUTxIXDXeEebyndVOQoiamhgkE6H1qZ2Pd7Lg6QdhZ89NrQ2jHecFix3Ikadcmc5YsasYUFAHS6SAC8MPDVbqG4uFj423PnfpJrqRGnc2s0ESW/lVtqqDUxLEwqQEeNAvLyfLtPvREZGYn9+/eXagzGvQsTNYyAp6CgQHA9Pfroo5LtcklPTxfSWKOje6BmzVnCPmqO94W7JpI0pgYALBZ53zAdBfzEbgT+MS9q5H7j5h+7WmqoqPE9Do0tcb3503o3vrOovFtq5IsaGsNis7l+rNHKxOJ+RZ6h4kjrEptDxZscUeNwUTl3DHdkmIkzttxht9uh1fJzFltY+Oe8mJBTVbi4uNjF9Qkot9QUFhYK/wdU1Gi1/DxCQ5WLmpAQaSmAp54COO68rDGkON4nQgg2bNjgxxiMQICJGkbAQz9oVSoVIiIihK7ISszU6enpkm+o1atPA8fxqRtqtXJRQ60svHuFv8H5smhQVCoqahw3OfptWaUCtFrfrhFv7idajl9OMKwjTdjZ2uOoTOxb1JiEbBpPlhp5gcKmktdz/VhT0hiTihpxN2vHfGjbBt8VhWlKt2sfKkeat7hAnzvE4lOnC5Pso+4nuaLGIRzF7RYiAcjvISW11NCYHuWWGhrMTgVScHB9YR/HKWsSy58jzXZTYoVlBBZM1DACHvpBGxISAo7jEBbG3xz8FTU0QNPxW16ApdRSIxYB9JuzPHGkUvFiQ6MRuxGChEJ8BoMZhHi3SHgLFAaoNcK3qKFzcQ2oFde78e4akaZi+x9TQy013kWNHEsNzVpytbA4RI0c9xMVNa5WLCpqfAVRS8sASC019O8vJESZpUY8H2plCQsDTCbf7kaxpYZaeagw8sdSYzDw70eDBj8hPZ0XaRyXI2sMMc6iprRxOYx7FyZqGAGPWNQAQHg4fzPw31LDn0+/KWs08oqWubPU8I9p/yZ5qbkaDX9DpWnhju3RAIDwcN+ZQt7cTxxnKNnue1202i1NvRZDRQ2NAfKE+MbubNWgz9VqwGz2fn1otpE7UeNIDS+dqHHEQvm2BNCYGndWLCpqfFmxPAX4AsqaWootNdLmmpElvx1FHb1RVpYaKmr0eprZVQ55efw4arXymBomahgU1vuJEfDQ2BlnUaMkAyo9PR3Vq/OP6TdUrTYSRUXy3D0Af2NxNJGUlqq32x1uJW/wQbU0cFTqjtBoysNsvoiICP4bvlbrmkpMEVsAnC011BpBi7V5w11BN4pD1HhfF3Ub8a8tnbPYckObZ3rCIWrULvuUxNQ4LFSuokatNsBmk+t+ohY1d6KGps17vzZiN6Fz9pM4HsZfS41KFQy7XQWVyg673bfIFzezdKSU82Kkc2dApTrrcwyA/58MCgJoyJJGEwarlVo+lWUmAkzUMBwwSw0j4CkrS03JadBoogAAej3/YR4UZJflw3cXKMw/pkXUTD7dRuIx9HrnwNEYABBEjTek/Y2cM5eCS+bjK4bFJgSxil1hFEcRP1+ixpGKzXHSjySx5cZX+rPD/eRZ1Mix1NBAbOeMLn4+8ov40WBid4KPijdfrjlvsU9KLTXuxuE4DlYr/5yWLPCG1FJDxX05YX/HjvIq+hYVFYnSuVUlf3P8ODqd/AJ+FEKkfzdM1Ny/MFHDCHjKQtRkZFxFSSgOtFoqaqJKxvV9UwE8u5+0Wn4+BgPxGTciLuDnHDiq1/N9eOSKGsdcnGvMUFHj3Rohdo3QInli7Hb67VmepcZdfRmx5YaKH09Qy4hzc01Amaih1if3oobG1HgXNbw49SxqaO0aOZYaTxY1pTE17txPAGCz8eNynG/3U2FhIQwG+vq0Tk05L2e4p6ioSBKbw3EcOI53nwYFye8fRbHbpX87TNTcvzBRwwh4nEVNWBj/YaxE1Ny44egeTD/Eg4J4USPnmzIAFBUVCDcWcZyFkiwWo9HosdqtVlsegHxR46lLtyNuxLuoEX/7dxZYgPx2C46sJXeiRgVqBPPtfrKU/HYVNbSHlEaGw92bqFGr5dW74d1//GOdLsRlPxVrVIh5Qiwcb4WlBgDsdtoY07eFxGg0uhE1kU7j+XZbFhcXC+M4YnN4S6PBIC+2TIw4hEyrZaLmfoaJGsY9w549e1CrVi2sXbtW0XliUVNUdBYjRvyM0aPlixqbzYbCQr4VAseFQKXib0habSQAPutDTndis9lh3hdbanQ6XtQYDL6LqEmtPdKbkxJR492tEVLyW76lxp01wiFqvM/FZvMc4As4+iT5rulCrR7uLDUOUePLVUjdbjRgWrpPXmq4u5YYYmhatS9RYzYboVLR13a21JQ+pgYA7HZaXsD333BhYaGoKrZ7S43F4tvi42ypAQC9PhYAEBIiL0ZNjNXqsMAZDPz4SjqGMwIHJmoY9wzdunXDuXPn0K9fP0XniUXNjRu/IiioGI88Il/UZGRkICSEv4npdNHCdnE1YDmWGrPZ8XriGwt1I8i5OYlvls4WFmWWGrPo5uR8s6SFAb3f/MVVat2ldMtt/uitvgy/n4oaX+4nS8lvV3OM2FLjKzOMdsV2TXV3XCtlosb12tBYITpnT0iFsLObUPx34/0GLhU1zgHQoSXj+RYB7iw1Ol0FyTEFBb7bhhQXF7tkUQUFVQIAhIRYZVl7xNC+XwAQGsq//8xac3/CRA3jnkFJBWAxYlGTn58KAKhQQX459kuXLrnE0wCOKr70m6EvzGZ+/jabRlKpVsk3bqPR6DHGQomoEVsIXC01oSXjye8n5L4WizxRQ2/s7txP4u2+LDU0hsVdTI0SUUMtVO6EGnU/+bL4FBUVeQzElm7zZanh/2bsdtcaPlQMqFSAyeT9b1kaU+M8H1pvxrfbR+w2oqJGpdKjVaszwjGFhTfdnSpBHChM//7DwiqJXI3KCvCJY5OqVIlEuXLAjRvyerIxAgvFoqZWrVpu/1hycnJQq1atMpkUg+ENvd411dYb7kQN3y9H3ofe5cuXXTKfAGnfHDmmbloHxGaTpi3TLBI54khqqXHvfgoPlyNqHDcBZ3HkEDXerRFlJWqo+8mdGOH3q0p+l8ZSQ4Offde7oaLGtZmlw83Gdx/3LI6k75O7ejdUoPiqJ8T/zVitnEvLBpXKIAg+k8l71lFxscNtKa4ozI8jX9SYzWYXUQMAwcG1QA2fckSN2FLjEDURoFUWrFbfY1DsdrukbcXMmTfw009ASsp02WMwAgfFoub8+fNuv6GYTCZcuXKlTCbFYDhDi3UBQKVKlRSdS0VNWJgWRuMJ0fZzss4XW2rE8QP0Q12u+8li4efhXH5fiaXGm/uJ9uIJDfVd8t5xE+BcasPQGBCdzruo8ZaZw0M7Y3sXNd6K5vHbebEjV9QArvV5xC4gX6nh1O0m7q3l2BdUMp73Cse+LDXU4kOtS56glhoaVySG4zhYLLqS/d4tNSaTIwjYNYU/EgCg1fquk2QymdyKGgCwWPg5Go2+07rFlhpqcQoLCxOEkRJRc/78eUkAOC0zUFT0C06dOiV7HDH5+ftx8uSzMJuv+XU+5cSJE3jmmWdw/vz5Uo3DkI/s4nu//PKL8HjTpk2IiIgQnttsNmzZsgU1atQo08kxGJTjx48Lj33VcnGGipoKFfIAOG7URUXnZZ1/+fJlt+4nR1sCeaLGbudvpqURNWL3k3MsDBUWOp1vS424wJyzBUCrDYXJxLtYCLG71I6heKtKTMfmX8tXewNqqfEeUyMu0uce+jqeU7oBwGLxZamxl/x2J2r4O7FW69tS4ymFGnCIGlqR2RO0izfto+WMzaYDYILV6j0+zGz2LGpowLtOJ69nGBU19O/fMVcVADuKinJ8jlNcXIyKFfnHajV/LwkPD/dL1Bw6dEiwpDpz+fJl1K1bV/ZYlNTU5gAAmy0fCQkrFJ9PadeuHTIzM5GamorU1FS/x2HIR7ao6du3LwD+28GIESMk+7RaLWrUqIF58+aV6eQYDID/dnj06FHhudhqIwcqaqKipIGDGk1OSS8b15uXmCtXriA6mp7j6n7S64HcXN/psI6S+NKbHBU1crOfQku+ILt+4zYI8/EtamiGj+sNV6fjRQ0/52K3sSWA97RwwNFmwFdlYl+WGuqW8lXTxeHKcbXUiK1Rviw1NJbIXUYXzaKSY6nxJvgclhpfoqaw5LcnwRcEIB92u/fCeeKMJOdWFFptFAgB9HrfwbkmU7FL9pNjrhoAVhQX+45VKyoqQlTJv5JOx2c9hYWFCe4ns1l+PMzp0yfQqpXrdrsdyMxU3hxTjNF4slTn09ffv39/qcZhyEe2+8lut8Nut6NatWq4fv268Nxut8NkMuHkyZPo3bv3rZwr4z4kPT0d1apVw9ixY4VteXl5sNvldFvmcbif0ku28JaJChWAs2d9l3UvKCgQvgmKq6eKP9SLinyb3GlHZuf6J9T8HhpaOvcTfa7VAmaz93Ecosb1hivuMeSt4q23tHB+bCpqvN+4qahxZ2Hh91P3U2lEjfx6N9Tt5q5KMhUjStxP7oSjo22D92Bsaqmx2TxdG1oN2LuopkLOble7WN70el6xGwy+Wz/YbEWiFPNQp338d+TiYt9ZhcXFxShX8q+k0/EmG7GlprDwqs8xKJmZ7o8lRLmoOXHiBLp16yY812qjvRzNuBtRHFNz7tw5lC9f/lbMhcFw4fPP56Co6Do4DmjWjL/x2+12RZlQVNQYDBcBABERDwGQL2qMRqMopkbsftKDaiuzOcfnOLSxo3P9EzpmWJjSeiPOosYhLMTuBnc40pbdiRqDUMzMm6jx7X6S19GaEGvJ79JaaqhQc2+ApmvylUWl0/HuTa3WVdRQV1JpA4WpFYjjvIsam42KGvdrsttp81FfndCpqHEdJyiI/zw3GHy3frDbHX9XzhY8Ora4dIEn3Flq9Ho9jEb+vS4oSPd0qgs3brg/lhDg+vXrsscBgObNm2Pnzs3Cc/H/O+PeQJb76eOPP5Y94Pjx4/2eDIMhJi3tb3TosAANGwJffQW88gqQlga88AKQm5srtDvwBS0Yplbz3+iiox9Dbu5OlCsHnDlzxsfZACE5SEjgH+t0ccJ2vm+OFjqdRdYHOSH8jcc1psHRXTsry1e9Ec9uDXGMDXVbeMK7qNHBbOZjarx1kRa3WnDXiZpaKHxVJqY1STxlPzk6WvsKfraW/HbfyNNq5aDXE6/1bmw2m7Amb6JGmfvJ9dpQN5avdgvUuudOjAAAIXQc79eGWmrcZYYZDDHIyYFQi8k7dD56F4sPjRUT19bxRHFxsYuoAQCOiwBwE/n58pNObt50H8yr0ymz1Bw5sgtTphhxUuRxco43Y9z9yBI1H374oazBOI5jooZRJthsNkyY0BWvvw6ULw88+SS/vWFD/ndOTg6qVq0qa6yCggK0aQNwnB1BQTUREtIYAFCuHHD48Hmf5z/88EVERgKE1EBUVDfJPoeo8R1HQBslOqcK0+BjrdZ3vRGTyQh1yb3ftbu2GjYbB7WaCJlW7rDb7UK6tjsxotVqYTbzgcu+LDXUguW+Fou8G7e3VGzxdoebyhNUPOnc7y3Z7c39JBZqzl3QAYdQ81XvpqioyOu10WrluZ98ixpaN8dXf62ikuNdr01wcMWS37zApBWz3b8etfi4Wp9oDJW3vz1KcbERkZH8Y+p+4h+XB3ATRUXyLSw3b7o/1mAALl+WL2pOnXoNHToAHTo4tlmtyjuGM+4sskTNuXPyUl8ZjLLi5s2biIx0fKCIjTIcx1tq5FJYWIiuXfnHFSo8JVRAjYyUV6ArKqoI3333Mtau/R/27dOhWjXHPrtdB8Ao68OPZhw5Z9WoVMGw2dRQq22wWLzPRxzw6U6QWK1qqNVWr5YaXwG+Op1OCBSmN0N3mM0mryndNF7Hl6XGkYrt3VLjq6UAdeV4stTwDTOJ19Rwsahx189KiaWGeundC8cQWCy+KxNTUUmI+zURQuvv+OqvRfe7jhMa6hAVRUVZCAmJczmGwnF0HM8xVL6shACg1RaViHMOWm2MsN1gqADglM//AzG5ue6Fi8GgzFJjsVxy2WazlY2oUakUR3ow/KRUV5oQoji9lsGQw7Vr11C7tuN5lMi1HROjLAPKYilAy5b844oVh0GrdYia7GzfqaMajRWLF8/F9evl8L//SffRb6w2m+8YH0+ihuM4mM1BJePleB3DUevGtcIsPw9eGNAYCvdjeHcbUUsN4N2VIM4ich8oTK0Ici017kUN/e7ly1JDRY1zdg9FTrsFi8UiBPi669kkjqnxJmq89Vrix6ZiRJ6ocfTRkpKZWR3vvvslrl+v6WMcGs/lzlITDhrKVVjoqy4LvXaeRawcUWMw8C+oUkVJLENhYVVKHslrYWK1WlFQ4D5IX6moyctz/bsoKvKvKvGOHTvwwAMPCM+ZG+v24ZeoWbp0KRo1agSDwQCDwYDGjRtj2bJlZT03hhu8fXO+m7BYbsoI7PSMs6gRU6WKfEuN0ZiDuLib0GgAtbocgoPrQafjvxlqNPKqCosbOzq/LDX/y/kgp6nN7rJqLBb+JuFL1NDXsdu1bj8oaUCpL1FDs9hpjRIxNKYG8B5wTINYAe99knyLGnp9vYsa35YaGlPjSdTQdgvyRI24tg1FbKnx5X7yZsWinbvVau9fCh3uP/dr+uCDqdiw4WksXLjcxzj0f9F1HJ1OJ6RSG43eRY0jINl1TVS80XpMniCEIDiYH4d25qZER9cAAKjVvv+fAF60eOq8rlTUqFQ5LtvOnj2Kf/75R/YYAB+c3K5dO5w44Sj0yUTN7UOxqPnggw/w3HPP4dFHH8X333+P77//Hj169MC4ceNkx94w/OPSpQ+xY0cwbtzYeKen4hWL5Sb27KmKf/9tgvT0FBQXu5p1fXHtWjo81XKsUkW+pebw4f6g5ZNCQhqA47iSGxN/U7HbvTe9I4RIKus6JydRUeMrpRZwiCNxyjTFZqNxNt6/oVKx4skdQWMvvN1YzGazAlHj2VLjyKhxn3FEY4d8iRpHLIwnbzhdq/csKrmWGm+p4RaLRbhJustaoi6W0tap0enotfEuamg7C0/v93//8YXlCgq8px5TceR+TRyMRv6mazR6j2Wh1aE5zl2TzmDJa3nCYrGI0rljJfsqVIgHAOj18jp1X7t2TbjOzhgMvHvZV1d2gP8/Dw11/Z8JDga++uorWXOh/P333y7bmKi5fSgWNQsWLMBnn32GuXPnok+fPujTpw/effddfPrpp4qypBjKOXNmMgDgxInhd3gm3snP3we73Qij8QROnhyNvXur4Z9/EpCTs1P2GFlZ5+GpxZNcUWMypaO4eJvwPCTEYQ5WqXh/FiHexzGbHd2sAcC5xRP9cJfz7bRaNf7D1WCo7rLfZgstGc+7qKHWEfFNbu1aYOZM3iVFRY03i57FYhEK+NHWCmI0Go0garxZoOhr2Gxqtx/aDkuNdxeLI6bGu6hx19G6oADYuhWw2QCVin8dT5Ya2ifJV0wNFTXuYnOoYPJlqSkuLvAY0A04hK0vUQNQAaas35kz1Mrlri4RACGVurjYu8inWVbO1YQBR5q6L1FTVFQkxMjp9VJLTVwcL9J0OiLL0nvt2jVotUBRUQi2bh2OwkJHHJTBwP/fZWf7riGVlXUd5cu7vhdyq4WLcdcHjoma24diUZOeno62bdu6bG/bti3S0+XXFmDwZGVl4a233lTUG0RO/MadxdWNYDQex9Wri1BUdA43b27yOUJu7nmP+2Jj+UBiX2zfPkfyPDjYIWpocKJane81LkzcloB/Lt1P+wPRrBDP4+SAutijojq6OYL/MFapvFt8nLNYLBagXz/g9deB/fsdsRe+spYcfXdcRc2MGRx+/pm/dtT9RAiQ5XS/c4ga92KE1jFRq4mQtu0e75Yah7hwHePJJ4HOnYEPP3RkEnnK3qGtBny55hztDVzFkdyYGk9tCYxGYMYM4OxZPoqYb0XhTdjwN3ZPQk0u1OKjVrsXR8XF/LU3mby7Y2nNIfeihlogvYua4uJiQVTrdNI6MDVrJgiPL1w4jRUrAG8tBamo+eCDRXj77aWYPdsRBhEczAsJOTWtzpzZJ4jZkJCmWLiQV10GA3D8+FEvZ7riTgQxUXP7UCxq4uPj8f3337tsX7VqFerUqVMmk7qfmDGjD1q1moHp012FIiUvL0/SgsLXN6GyhBAbLBb5fVgAwGZzb22wWm/g779r4fDhHsjO/tPrGEaj54qicXG8GPTF3r0LJM8NBkeQTlAQn+ERGmr1+k3MaDR6tdQ4mh56/zZ348Yu6HTAzZtARERDN0dElIznXdQ4CvjxNyexpdtodIgdWhPHHWL3E+27Q0lPB6ZPB7Zt+x9ycsrDZOIX/MYbfID22rWOY2nwqadqt2ILhbdv3TSmxlPRPEcciKtl5Lff+N/z5ztEjacbN52nLysWtbC4s9Q4au947yElbUvg+AOaORN4802ge3f+b8CXGwvwbmGRDxUj7hqPAiYTv1Zf/+vBwTTYPdJlHw2s9tWVXdzqQ1yhGwBCQ8NRXMwLgLffzsfQocAjj3gei4qaP/4YBgDYvftxYR/tUSVH1Fy/fgQAkJ2tQ8uW+/Huu444mvPnjyuqYO7u86S0CTXHjh1Dr169FMf33I/IFjVpaWkAgBkzZuCNN95Ajx498Pbbb+Ptt99Gjx498NZbb2HGjBm3bKKBSq9ee2AwACNHerZyTZkyBS+99NJtnJWDs2f/h127yiM39y/Z5zg316tceQIAoLj4orAtJ2er1zFMpoySc2ohKqoXAAj1ZWJj5YkacTNvi8UgVBIGgOBgXtTwGVCezdMFBQXChyPgGlNDWxzQGjSeyM3dAwA4coSPWXHG0SnZuzii4qCwMBo//QSsX+/Yxwsu6qrxbqmhosbZUvPvv47Hx4+3Rrt2E/H00/zNGAC+/VY8F1rt1r1lRBxo6y3I1263lbiG3I/jsLw4bv5nzwKPO+5fsFod7id3cSP869Agam9p6sUit5FnSw0/judr7Ajo1ki+pTuHW6jVgMnkOp/CQprhRsVI6dxPVBy5C34GAJOJWv68u2oiI+k4lV326XT0f8G7qBFbatyJI4uFf783beL/gb1VFPEVUwPIEzW5uacBAEYjbzGtUaOuSGQX4eLFix7OdMVV1KhgNldVJIyceeaZZ/Dbb7+hdevWfo9xvyBb1DRu3BitW7dGVlYWtm7divLly2Pt2rVYu3Ytypcvj3/++Qf9+vW7lXMNCJwVu6e4ETHrxXcuj+PakZf3N+x2E9au5U3yX3/9O95+++1SfUu4dOn9/2/vvOOcKPM//pn0ZCvbd2FZeu8g1YKCNNvZjlNUQM/ezgbY9fypYEGF8+wid/bDroiCgEoRBem9LUtZtvf0ZH5/PHlmnkkmySS7sOzyvF8vXhsmkyfTMs9nvhWAiN27rw55z+8nk3RwHF5ZWaHi/23b3goAcDoPMZ+NViyMiBaDIQf9+n2LESOOYuDAXwCQVgkNDcejbjutE3LrrcC+ff9U9HFRpnWHv5Hb7bXSJEf+r3yf3sh1usj743aT76itDTdxpwIAzObI41Cx8tRTr+Hyy4HZs+X36uvlAmjU3QCECjFlTI2yKvMff8ivX3rpNdTXW/Huu/Kydu3k19RSEy7d2GAwSW0k1OJhyHJg/vz3cOONmwIdp0Ohrhe2o/WNNwJffy2vE4uoiWypkd9Tj6lhRU0kAUoDfJX7pFauxOlUBmNv3kyu8TvvjNyjK0JITwh0nHDNSb1eWpogclZhWhr5UrM5tPCl2UxdqJE3zOFwMKI6NeR9WiW5vj66y8bl2ikFHYdujwidTpuoofcmr5e4wwRBkBrN2mzaKo8DwLJly7B8efAD2wIA+/Df/4YXewcPAs8+C4QLFTx+PPr9jkPQLGp+/vln9O7dG/fffz8mTZoEvV6Pl156CRs2bMD777+PgQMHnsjtbBXs3DkNv//eAz6ftnRFil4fLtVVpqLiO/z553CsWtUXl15KgidvuOE4HnvsMSxbtixk/R9//BETJ07EoUOHQt6rra3F008/rfghezxlAJTi6LnngH79ANaItHYt8NFHInw+HXw+Pdq2fQpmMwmMZfvGRC95T26uFgt5WjOb8wJWhTaB9yOnnvp8DqQEjBBHjgBZWco6HgYDGScxMXLQsd1eEfR/5fsmU2rgb7Qy9XQCDBd/Qm6mFku04Ejy/p9/jgh5h9y7qfuJrPfEE6Rw4SomRpuNqQl2P7GWmrKy0ImrQXHpEoEVTowYDEa8//4sfPTRjLA1ZmprgcLCgThwoB+KinqoriPHk8iTZXAImsdDREt9fUpY91PsoiZ0v1ihE0nUiKIbTqcVRUW9FMvVQiuCRc2TT5K/r74KyG6jUFETXDcy0rMLFRpqnccBwOulJQUii5r0dCIcLZbQa4MWK4xWbDGapYaKCadT3VVGcTj247LLFuPOO8OvY7FoEzU+H7GU63Ry4UG9ngh+my3ygw+luLgY559/vspD6HUAgNmzw9e6PeMM4KGHyLkXRb8iBq2hAejYsZP0f5cr2j2icVRUVDTKqtTcaBY1Z511Ft59910UFxdj/vz5KCwsxLnnnotu3bphzpw5XElGwe/3oqRkIRyOPaiuXhnTZ6moYa/lYOtLXd0GAIDPt5dZSkrfHj4cmlI9fvx4LFmyRLWtxZ133olHHnkE5513nqLap06ntAM/+CD5+/LL5K/XC4wcCcye/STOP9+DqVOXoKLifOj1lpDUzUg9hQDAZCLqISFBaeY2GvMD70f2/bvd5CbldAJjxlwcYkWkvvzExGiWmkrFZOEOmpttNpKCmpMT2eQuT4DhrBrErJSQEHmcSG6c+nr5iV4Q3BBFcpP0eoF//1teL5L7aePGiF8P5fxAq92qixq73YIFC57Fm2/OQUWF+kTHehHLykJdGoDsBvJ69Rg+HLjjDkjbT/F4gBkz/sBFF1XDblfukygCRUVyxljkIGr5ulQLOCb9vmhqePhrWBDcuPvuX3D99X8oBCVrqaHXlcsVftKl1inaHZwluARLuLnb5/NJVixa9C8UWmMmklDzIT2dbLRaBp/FQo57tBR+NqZGTdTQcgteb2hFZ+U4+ySRyDZNbdtWVjlWqzZRYzAQhWixFDDLyPcnJgooL4/etkGtOS4bj+fzhRcKVKCuXQts3XoRfvutA7zeWuzZA6SnAwcP3iuty9a/aWq2bt2KjIwMXH755dIyURQVNalOdWIOFE5ISMD06dPx888/Y/fu3bjyyivx6quvon379rj44otPxDa2SETRj9LSRVK5b6dTFgR1dU7U1dVJanjr1lF4990nUVIC/Oc/N+PFF3vCbmezJ8hpYt0IwSnENNiyspIVD77AdzsxePBgVQFDi1N99RXw7bdk2aJFiwAARUVFipoeJtNPEfeZtdCKog5Hj47FiBGPo0uXLrDblW4Or1d+InQ4lE+Z5EmO7E9SUnvF52w2EuybmemAO1hhMLhcJGWivByYM+e5kDLl9GYaTdTU1NTB61VObuy2JicPAAC0betXtUZUVZH9o/EX4Ur40yJkCQmRa7HQAn5qEFFDrRQuBMLgAEDR2iGcqPH7gWhNjdn5gbrCwoma2lr5jn7kiLoZgRU1R492UF1HpzPj558vx5tvvoV164gFg06KFJcLOHasOwBg+3alVe6BB4CCAuD33y9XbLcaVHyS2jv6wPrADz/Ix4aKmkiWGkHwYM+eIQCA995jl8uv6+qIwAgucMheX9TCoiZqgs9VLRPK9thj5Jzffjt5sqdxJ2pVksn3kOsmkgXV4TgCvZ6IZJutXcj7ZnNK4G9kUcNaaoIthQRboDyBhflM6FpsFihrHeradZ40rs2mTdRYreTgJSV1Ycakoup7PPLIX1BdHbncQkNDqAX+qqvk136/+m+Atbh16gRUVi6G230MTz11Hm666W24XEBZmZzksGXLlih7o05NDXD11cDXX4c/P//6178AAF9++SUaGkgg/vbt92DVqjTY7bvDfu5UolFtErp06YKHHnoIjzzyCJKSkjTFfrRG7HZg69Z0eL1+yYJy6NDT2LHjSuzaNS2wjqyub7nlOgwfPhxVVYexcuUVuOuuVfjvfx/DG2940b79mxg8eBc++OBmaX1qqWEtgm638jGN+sILC3szS8mNZ8GCBfjzzz8xf74yGwgAkpOTsXYt8Je/ABddRCZgWmdBpwP8fvmHbDZ/h5KSBWGPw3bVzMe7sH//fhw8qBRhxJ1FPtOmDXDPPfJ7VVVVkp88OVkpajIySDr0FVcAJSV7wm4LK2qs1lAzNhU1SUnhRc233wJXXnkzPv30PsVy9h6ZmtodDQ0kNbemRnkASkpIDMpZZwEeT2hqbmkpQL1/tB+V2SyGdU/6/cC+fZeiuLiD6vtKUeORMoMAYsmguN1Oxv0ki83aWuU1Fu47KDQ4msbxBFNTI09K4dJyWVFz5Ejo0z8AbN48CE88sQg7dpwnLQs+pex204KIFJo4+OWXswLrRhc1Pp8ApxMYMoT8DiZMIBYi8nld4G94AUBjWADlwwgbf1ZdTS5yl0t5vtl9kTO6Qq/hYEsNFTUVFcBTTwGHDwP/+Q8REZH6WbHjs7FYwdTXkwez8nLAYgm1+NhsRJhbLJFj+GprayPG1AhCAmprlcUE1TzEHg/Z4T/+AIxG5TVoNhO3ddu2SlHj8RBrSPB1npJC9jsjQ75/Uhf1+vXjUVGRh6+/Dp+RCSirFwsC+cdWRff51I/Lhg3ya9btU1S0AT//TO4pJpMgjbV3L2uN186DDwIffQRccokezz33nOo6oujFlClAz57A1KnABRcAL76YAlF0obAweiLQoUPkvkerdzcHcYuaX375BdOmTUNOTg4eeOABXHbZZVi9enVTbluLwO8HOnY04NFHz8TQodMxePA5mDbNj3//uxAAUFFBzB+//76I+ZQdO3bswIEDv2Pz5nOkpceOyb71oqLfpNfUymBkHvIPHKjFxo3ENDh37lwcPUpU9MGDvZnPdYTJpAsxi7IVNlNSUvDoo/J7S5Y8hAEDyGurFdizZyDmzHkXzz//CrxeA/btuwUeT7XqsWAtAzKdAIzG449/j23b5DgQj4c8Zt5zD3nKfuUV+ROkmSV5zXbwBYC2bW/B4cN66HRtsHz5L6rbAUCqYlxRAdhsoTdg1lJTW6v+BEY7g7/9trLeDXuDTUxMlLIzqqo2KNbbsoUI3g0bgDVrBgGQRY0oAtnZQIcO5AnKZEqRnkbdbnVzybvvAj///A6uu079iam+Xk7Z1ek82M2sxu6ix1MnuUFYS42G0j8hosbvF7BkyTWqbquaGnmiOXJE/SanFDXqXdf/858rQ5ZFCnGgQa/B2GzkIESauKn49PkEbN6snHD+9z/yl4qaSJYa1qLGihr2PNTWkjgqtzuS+0nupu71Arfeqse//jUAokgywFhoCw/2PNbXAw6HLGrCxdTIoim89bOhgVzopaWAWSXDwWYjQsRqDS1MuHgxcVP7/UBZWUmIqPnhB2DKFGD2bB2ABBw/rhS4aqKmpoaEPNjtgNEoX19+P5CURKxk3boBP/7YDz8ESmM9+SRxkZN4JcKhQ88jMZEIjtzc/tJykykLbrf8EFJZSS66igp18V9ZuQ99+hAL2bffAnffTTI15e3y4a23gCef1EEUifXprrtk9z0AVFXJ9+asLAAIZDvAIt0jtcT3qPHDD/K5nTlzJpwq5q/OnXfj738n7urPPiPLvvzydgDQFAs6ZAiQn2/EkSOhVdNPFjGJmmPHjuGZZ55Bt27dMHr0aOzbtw/z5s3DsWPH8NZbb2H48OEnajtPWXQ6YNAg8oPYti0VGzdeg4ULdXj++Xek1ESPpxorVvxH+gw1vR448DuOHpXNnWVl1dLr4uLDEEVSVfPss0tQUABF6uLAgX0waBCwcOEq3HfffVi9emlgzH7SOn6/CRMntlMUqhNFUfFEYbMlYeVKedyqqm9Au10kJgLvvvt/WLJkOhYvvgu//TYJgAiPRxmkq9MBK1aQ+huhJABYgeLiPnjppdelpdTSpBLug4qK8sAPWn7ikr/LiD17UvDUUx9j2rTb8P33at8J2O0kBbOsLJylRo6pUftxA0rrBgt7gzUajTh0iPyM6uq2KtZjJ7Avv/xLYPvJSWQzRPfvBywWizQuFXzB0Buz16vu7iGixhL4Ho/CrM1ui9dbHfgrKAJQ4xE1K1f+FQsWzMCgQaHrKkWNepCk0v2Up3rMS0oyQpYdORJ+Gx0O9RuqzUY2PpKokQsK6hCcxUsDz2m9m0gNNllLDXt5sb3DamvJNeh2B7uS5dduN5n9jUYbnnwSeOcdHZYtK8DRo6Hp4fQcB/cnq62N3E0dkN1b4bLUyLZUSN9TU2PEf/+rzMBKSKCWGsBuVwY/T59OHmBmzQIqKo5KGYUGQyrsduCaa4APPwQee0yPwsJeWLv2IsXn1ebx2lpyH/L7zdDrZVFTXw8kJZEOtg7HNVi6dBwmTCDvPf00+Us98W53OQ4enAGAXP85ObLr0mjMUrjNq6rqsHkzERs3y4Z0ACTcoEuXFzF/PrBwIXF7XXIJkJMjX/c+nws33QQ8/bQeu3al4bXXdJg/H4p7WGWlrJZIpiE5pk5nAhISiEU4XlET/Jv57LPPsHTpUsyaNUsSoenppYFtlaVBTk5hYFl0Nx69P1itMaTmNTGaRc3EiRNRUFCA+fPn49JLL8XOnTuxatUqTJ8+HQnBUXunGUOHErOkTjcZwA3S8q1bzwQA1NdvVKTCUsNBcfE2haiprJTvRoLgxt69P+Ojjy7EVVdV4b335PRvn08Pj4ecumXLyB2QnoJt284M2rp+iv+5XC5F5efaWrPCJF5XR260BgOQm5uE8nJZVOzcORoA4PGUK54+bTbgBnm3FSQkyNkEtBM1HUMU/TimYtGtrt4Ls5k8LdPMKRansw3Wrx8HgGRgUUpLyc1z6VLA6SQDV1ZGdj9ZraSkPcvu3WQsLaIGAOrrTYHtUooRViRs394PbrdJEjWsVau6mjz50ntVOEuN1xvZrP/228Azz8yE3y/A5bIoBAOd8EQR+OKLnpg2bTv+859HFDVUYhc1bmzfLlvf6HX0+efAZZcBRUWs+0ld1LAuFK/XqLAuASQw2+GIHiTLQmNVAGW2FhU1rDXiyBFS/uDzz+k2EMHj98uiZtIk8remhozn91NR48Tx4+quNbaNBftbUYoaYqlhu50Hr+9y0XYKNrwuPxOgRw8DvvqKvKYuqpoakvVIawpRKivdTB8qtiAiKXfw3HOyBYfWmKmtJeUaWGjsj9erw8CBAq67ThkvREUNADQ0lDGfk+N/nn8eWL26a+D79dDrLVi4UCluS0vb4euvb1V8t5qlpqGhPLBPCYp7WE2NbKk5ckQWR3uCvNXl5YDLJSvXd9/NVWSamkzZaGiQRU1xsRdPPUWO29tvK8dyuY7Cag3tk+b1ypbQujr5N1BUlBSSvQYoxRt5kJVFDQB0766spr5pE7Bzp/yZL788iI4d1+PHH5VPi8XFKxVWJ8CAtWvXYty4cZgzZw7mz5+vqK/DzkspKeRc+v0NOHbsLRw/Th7QRZFkS1ZUbMOePXegrq5UEvAWSwsQNUajEYsWLcKRI0cwZ84cdO/e/URuV4uiXTuS0+z3nwO2RcC6deRuWFGxBmlMNXAqakpLj6KkRJ606+rkR7ru3YFjx85F27bKdOwff7wG06btkP5fWJgE4BusWXMPKiuzcfhwdwiCH+efT8qFb9z4D8yYAdxyC1nfbrczosaIw4eVMSt1dWRDs7MBm01U+Lb37BkMAPB4KlDCGGvq68MXyGpokH/IWVnso68PDkeVwoJAf1N2O7n71NRYodOFToa1tXK7A/bp4667yE32mWfkp0qHw6AIEt68mZikX3xRvtmwFZCPHQN69wby1T0hACB1NKa4XOn4+uubFKZjQCkSPB4zdu8eIj0Rs6KmrIwU5KuuBmpq0vHGG+mqAsPlip5muW7dQLz77lOYNWsf1qyRl9PjfPx4Aj788FwcOtQL33xzm+Kz9CarogElWFGj03kUViN6DVx+OfDFF8AHH8jXzrFj6gHSwTUUN21S/l/txh8NVtSwlkCdTkBpaTscOiSnxz71FBECNNlj/fp2ePHF1+Fw2KTP9u4tPzQcOyaLGq/Xhdxc8kRNxdPGjcDo0UBxsVwGt6GBWAjmz1dazOhvLVjUsBM4FTU6XYLiWLjdshjt339l4LtFjBkDSexQqqo80gMRG5vz88/A668DM2cCS5dOxbZtI6Rsq6uvJuUa6H2D7K8DlZXZqKxsLwk5tiTLJ59YsGHD2YF9lkVNcEDzzz9fBZ9PB7+fnCe23hDZj/6oqsqGzVaKQYPqFcfkgw9IjSLiVquUjg0rBA8cALZvHwi/X49DhwZLyxexEQAglk+Xi9xAdu0C+vWbJr1XUQF8//0ZqKmRhVpxsUEhnliLmsOhHudSXy/fZ2prZYF06FBySH0vsp/yvSo5GcjIIO53r9cEj8eIkSOBNm0OorjYjxdf/AMDBwK9eskWs8svT0Nh4RBceqlbiu/0+4Errwy+j2YoYo3uvfde9OjRA2Yzubnt2yeXaGloIPtQWroVe/bchF27psLtLsOCBSQV/ZZbfsSxY6/i1lvl8gXNaakJnzgfxNfBVx5Hom/fgzAaXfB4yJ0jK6sQpaUdsG0bqWBbWbkVSUx8Xo8e7QAcQXGxSVGN1W4nF+H3309DZWUOhgwhldVKSvLxzjv/h8sum49nn5V7mwDA6tUDAQzE//53IXr1InfhTp224IYbHsby5X9DUdEY5OePQJ8+a7FwIVBf78Avv/hAGuS9hz/++JtiPGqpGTQImDy5HtdfL5v+9+zpC1EkokYtg3/gwOXo2HErPv/8btXjRMembNtWBUCe+CoqyAThdpPZsb4+VbF+dTURLYWF50vL9u0jpf137AA++YQsO35cdrHY7WnYswfo2pU8MdJ4oQcf1GPpUjMMBhdEUZ5pdu0S4POFFhRkCQ7BWbPmOezefTVeeon46z/5hOxH8IS8detZyMv7NbDv8nIao1BdDTz//NtYvXokNmyQrQcUt9sPtb5awXzwwcNht7mmRhYh1dU5aGiQJ2wqpLp3l8VFYmK14jyQAn8kCFKv9+DYMTkSctcuoIv8gKfg6FFlDIbPR9wyVNTo9R74fEa89RbwxhvEVXHZZaGiRwts1hUralyuBDzwwI8oKuqJ884Dhg1TijSXC5gzZwoAICtrn/TUXFBAAk737CFWGVrvpq5OPpY7d5J4AuqGs1jktiZ//KEsakiprye/h2BRw1pzXK7kwN9U1To0gwY1IDWVPGE8+6x63FJ1tVfVUsNaxVasmIQVKybhu+/IxfDjj2T5G2+QAOk+fYBVq9rjH/84qtgOeu2sWUNiYoCfsXy5AIdDvvipqMnOJtehw5GIY8c6w2y2wu+XLV2keSSwcyex5LRtuwnJycTiQs/FNaQbAsrKgKlTa2Cx6KDTpSjKXYweDQAWzJp1t+L6DO4w8OuvwPDh+7B27STs2ePArFlTpfcuvBD47bez0Lfv89Ky48cTkJHhAm0uWlZGXFFvvvkm9u17SbLosVBBEMz+/anIyJDPV2IiuRarq/XS7wsA9Hr5nul0JuDqq6vhdh9E794uVFWdIb136BAJSvb7yffZ7Z2xc+c1qK/fjS1b+mH16uBO4xmoC3o6KyoqgtlM3eNyzSgqvi0W2exZVfUrbrjhMgDAokX34pZbZsBmow1s3bBYdgKYqLrvJ5pGZT81B6+++io6dOgAi8WCYcOGnRK9MBISLLjwwjel/190EckyKi8nVhi7/ZhC1CQnk4mprEwZK+ByGeF2m/Dccwvw9tvPYs8eopZvvnkDli69DjNnhgkgCbB3L7mj9u69FtnZhzF+/EIAwPvvPwy32wyL5TFcd10K5sy5CHr9cwD+FjIGFR733gukpdngdss3wdraNjh8uDs8nnJVUTNkyI9ISAhfvKu2Vrm/f/6pNJGWlwOffvop1q5dFDgeyg6+DzxAJrsff1Smpq9eLWemAOQmSrPBNm9+H927A8OHk7gfitkM+P103+qlG7WWckvsveDwYSiqLa9ZI5vkqUiglY23bDlLKlOvZqmpqgJWr/4LAGLpCMbjib8gFhU1DQ1Kiwmbhk+394wzgMGDF+LWW+9DRobygHi9ZPIXRSJEDh/uJr23c2f47KmjR62KyXDWLBKjspSEgmHIEPLil19IocC77iLfFc1S8+qrwG1Kg5NCuClFjQ1FRcTKN2IEcP75pAYIhQ3YPHy4p+R+at9ebrlx9CggiqGiZv9+ZYyL2x09UJKKmuB2C0pRk4g9ewbihRdGIZjERGDu3DIkJkYumHfggB4//PAEjh7tDJ2OnAe3Wz1b0eslQaxsBQQakPyPf9wCv18PUZSFNXUfs3F5f/wxHqWlslqkoiY3l1i9AODFF9/E5Mmb8fDD5KEEkN87cIDUK8rL2wWrlRyb6mpl/M5XXwG//joMV155DJ99JgtIljfffETxf+qmoZ0GVq8G3nwzFQ899B0++OAbdOwoex9+C+RpbN0qW9xKS9OwZ4+cxUozF2+++WbU1srLKyuzYLeT8x/8YEY5eDBZutcUFJCMLIDEsrAxYew9k7qgvvvu76iqUppTu3QBHmaeZXQ6H0pLP4Ddvh4bNyYH9vs7FBRQK39mSGyOTge0aUPcj+wDKHWTsgT3f9yy5SwkBoJFbbY6+HyhKf8nixYlaj755BPce++9ePzxx/Hnn3+if//+GD9+PEqjFdc4wRgMybjxxgfRo8c69O37K8aOJZNyRUU2fD4d3O4iRan9hAQiw3fvvgkAkJxMHke9XgsOH5Z/WIcPd8fixdMlE2iwKGARBL9UvCw7m/zarr56NgTBj3XrLsDjjy9CVdWT+PlncuH5fKE1awBZlQNATQ35Pr3eCYAIqu+++zuOHnVj377Qz7ZvvzPiDba6WilSDhxQZi9VVACTJ0+W4o9EURkk/PHH6uPOmEGsBMkB625lpRx8WVdHGgf+/rvy88QaQ24Sq1Zdh/x8A8rLLTh+PHoqYm0tibe54w5l/RcKvcFTkUB7FG3bNgp6fSJEEYrjV1oK1NdbsHjxZxG/92SJmvR04Mwz38Zf/zoXGRmhASNjxhDLV0NDG5SWygfg+efDuyHtdoP0RO73Ay+8QM4BrdA8fDjJEtTpiHv26FHgm29kS004sfz3v4e6CmtqjNL+sMeZBuZSfvoJCjfqrFny64MH+ylETdtAXcBjx2RRY7fL1qddu0i6LMXvj97/pKGBiprw7qfq6ra4+eY/sXx5aGHCGTOArl2NSEqKHAz1+ON98d13j+P99x+GTmfF9OnEasKm/FMOH+6Jmhploc8jR4jwoFlfLFSQsJaomTOX4P77WTFA/mZlEZcWAGzePBoAyeij55iKGhqI3b79TlgssqgJjr976aW5qKrKxsaN41T3u7JSeb5pTM1FgTCbbduA5567HgDg8SRE7AYOAOXlbVFcLLsu2WLs9Pr48MN2uOaafXjggSUwm9+G36+ePON2G/DHH+ReM38+0LnzYRiNxDz89ttP45VX5sPn0yvc/1TsLFs2RXXMZ56RXxuNLrjdJlRWZktxb337rpLiY4DMkKKsmZlyhi1rYaqvbwNRBObNm4dHHvkC9fUpWLjwEsVn//hjPDp0IE/uVqsDQAvJfmpu5s6dixtvvBHTp09Hr1698Prrr8Nms+FdtjkNg8vlQm1treIfQIqPNeU/QUiC1dqA114bjnnzzkZm5lHodD74fHpUV2dBr5cDc91uE/75z08AFGHfvsug13tw3XUPBd5LUNSZWbJkOp5/Xn3fKEOGEDuxKOpw7Bix/aenk19/27b7JYHz228XajrGrEKnosZmKwdAciA//fR+jBz5MB54IPSzmZlHkZBQHXZsl8umKH1eVqb08Rw/Th7FOgYSEAShveI4W61K+/uAAcT0QifSBx7wQacj61RV0QqpcnzFl1/Kn/d6gbo6EsS8Z88YlJYK2LkzHceORRcO1dU+fP65V0oLNRrr8c47ffH44zcCAFavFlFX50FFBRnr7LO9sFjq0dCQioqK7igp8SjcHiUlfjz+uBVHj16m+J6GBuV11tCgvm02W+QAYrLNQFGRJ0TU7N7tQ0WFB19+6UVJCRk/JcUnBbrefvsMnHWWH5995pWO/5o1RAytWXMVRFG+hZSVAX/7W+g20gJy27d74fF4sH59aAT2wIEr8PTTC7F+vQe3306ui3/8Q8SmTeR1z57rQj5jsYgQBA+Sk5XXUXW1DuvXe5CdLeJZJhu/sjL0oWDvXvVjt2/fECkYOSfHg5wc8h2HD/ukXld1dbJw2bHDj2++iX4eWOrqyPa43XbpHNfVeRRVqz/88NEwnwby8rwABCQmavPR7d07EKJowMKF5HpQKYCLAwcG4MgR5fk5dMiHOXPU/bHFxSJcLg9++UW575s25aO+nuzTsWPksxkZfnTvrsw8o7VbjEYRHTsqv6NDh10wGolZ9MgRPw4ebJo4je7dvejSJfRcFRZ6pfOght2eDIdDNrkfOOCT1qXC+ocfroDDkYQdO0ahuHgYUlPD13apqiKixmz+Ezt2XCmdxy++uAtffnkHNm48V/H7OnKkKz755D4cOdI16j4ajS488MBSXH75cfz8818BEAt+aqosakiTzucA7AOQhQ4dgIqKHMyd+xqWL5erBno8Zrz99jP44os7sXr1X3D55cXYsOEqAF4MGUI63BYXd4TXmxjYH3fgc007z0buZi+jOaamuXG73diwYQMepLX5Qeq3jB07Fmup7S6IZ599Fk/SRioMP/74o2rtknhxuYqkFGQA0Ot9SEs7jvLytigvb4v0dNmEv2HD+dixY6j0/8GDlyE9nTzmOByJOHRIDraiGT4FBdtx6BBbVI9wxRUv4rbb7sfYsV74/XrJypOeLouo3NwDOH68Y8hng8nP34XDh3tg69YzUVOTjtraNNx7LxENiYnlqKv7HiaTHW53+OOWkXEUx493iPg91dWZyMkhj8CVlbmK9665xgCjcQ08nuvh8+3C9u1+LGYeJ32+cQBkUXTRRa9j0yZSjM9m86BTpx+RnDwG1dUW1NS0QUZGkfRDA4CaGqUV5siRVCQmJqK+nhSTqKoyY9++4wAiRAkD2LLlIDZs0AMgx/Xcc29Gp07bkJZ2BG3azEdVlQX/938bcehQdwApKCz8Hd262bFly1hs3lyADz9cDWC0NN7u3VWorzeA9m2iLFjwC/LzZfVz/PhZoCXkWc4/fz+++ooI2j59dmDbtl4h6wBAly42nH++0se/cmURvv3WhNWrZUvAkSNbUFVFHgAyMnbjvvu+AQCYTBPgcMgT+apV5ImxQ4ddGDvWg7ff7ov16+WbcIcOFSgoeA0eTz+sWXMxbrrJjhkz/sDvv+cAYIucudC27T7Y7UtRVJSKvn1NSEgYg6IiE55+mjy1Z2Yexjvv5OD993/HihXEOmQ2u7F48RIcPJgHQI4vqKgAHn/8MLxe+amaxWBwSbVsdu/2gm1dMWzY/7B9+1jJNWQy+bB27WLY7QUABuDTT50QhGG45JKDKC2VBdyXX4pwu2N7RqyoINfdoUP7pOu8utoMYIK0jlr/LUpx8TqsWFEIm01bNLXDkYTly1cBCM6QlNmzZzC+/noNALl+1qJFdTh8WL1oX2kp8Oabv6Ky8ryQ915+eR369q3AunW9AHRFff0BlJXtA7t/FRXkN5ma6sCxY3sByHViunTZhW3bfgXQHx99pMNHH5Hjm5TkVrj+opGcXKGweOzduxZXXWXAvHmD4PE4YDa7UFWVjW+/3YTaWmquuUR9MIZffjmE7t23ols3Um/K4xFw/Lhc2+Dyy/toygKqqLgcJlMhfD7ldLxr1xmK/z/88DdRx6IYDB5s2XK2YlnbtuslUXP22ZkoL9dhxw76dPoetm/vjiuuUP/NfPihPO/SkITs7E8xcuTnWL/+GpSUFEgdzkWRWB6XUt9yE2EPbrwXhhYjasrLy+Hz+ZCdrSzGlp2dHbYXxoMPPoh775V7ZtTW1iI/Px/jxo1DMvVVNAEzZlwnuRgoGRlHUV7eFmVlbdG9+waIIuDzGbB5s/JCy809AEEgE5XTmRBUEZjwl7+8ilde+XfI8tTUcggCYLXWoaEhVfrhUksNAOTl7cfGjWOi7gM17x840B+PPfY5qqrkGg2pqeUoLvbDYDgAt7tP2DFSU0sjxtQAxPqTnHwMNptXkS5O8XhG4Pvvp+Occ2aid+8zMCkQfef1ArW1ysv1jDN+lF7/4x86XHnlODz7rAHV1UBVVRbq6xMRKbBWFHuiqKha+j+x7oRuUzAZGZ2wahW5Gf/vf16sXUvGsFqBm282YvZs4KuvzpBM+BMmnIEdO57Dli1j4XCcgfx8ZVEXlytNtQ5HdvY5mDSJtS4pny7T0kT8978+dO9eIGW8XHttLazWUbjrLvVCmEuXdgBAXJ61tRmori7AunXKyXj06L5Ys6YdgA0wmQScey45B3q98viXlBAh1a9fHebNG4BFi0RUV5PjMmaMHx9/LOJf/3oUu3aRvPuiomS8/fZ56NhRuR95eTthMHjRs2dfjBpFvsvtFvD3v8vrpKSUIzOzFGed1VaKjcrIMGHSpEkwmQS88IK8rtNphN/fQXX/ASA/fyd0uv7Yv1+A3U4Ezdtve5GSAhQXf45XX+2A3bvPCGybDhdcMAnDhwOvvy6ipCQB8+Z9iNraLhAE2Z3qdlOXiYiiIm3VVKur2wWO4wTU1V2Im2/24+DByJ9t29aPo0fJ+briiqHIzu6FnTs/1PR9ZWXtUFAwPuI6Gzeeh7/9TfmwceBAKgBg8ODfsXHjIClQWqcT4fcLuOuuUEEDAHb7CEya5MeiReTYDB/eEWPGVGPVqjno2bMeCxY8Ja3bubMFZ53VG28GQhMTEqqRl3cc55wTGl924YUGpKf7sGPHe1i+PEwtCYaBA3+SrBXk88PRowdxNy5Z0h6vv/4qli69FhkZAzFpUv+IjUGVdMCECW3x55+A3y9g+vRVcLtHKtZwOkOn2JSUUtTUyE/BqanEPxdcRZm22YiH6uosxf/T0orx++8+pKQQa1Bycg66d78DO6RE2olhe4dR8vL2o127Pfj9dxIAfOaZX6FTJ+IJKCkpkNxjej2xuJ1//vkwGo3qg8VBuCKpwbQo91OsmM1mJCcnK/4BJD29af+FRrjTWITy8rbw+wU89dRHuOSSCixe/HfFejk5hbBayROby2XDwYOhomHkyG9gMIQW+hJFHZYtQ0h9BNZSk5cn25gvuOBNpKSEthZISKjGBRfIhRe2bDkbhw/L0e8lJeSHYDCECZgIoNf7FaJGvXzRX7F0aS+IomypadtWaXY+eLAvjh7NwNVXX41Nm4zYvduIsjIjvF7lDT8pqRqXXroUo0eTbCaj0YjsbLJOdXUWSkvVMw9oemttbYEiyn/fvlSsXRv9J/Huuzrs2SNApwPGjjXAbCbXlSC4MGuWHikpwO7dghSfk5VlRNu25LhXVGRLNVv6BE71gQMC6utDJ7MvvjDgvfeM0OmMMBiMijoXAJCfL2DSJAPS0+UbR06OCX37rgkeKoSzziIzRbCgAYD27Q0wGq2BffJK13llpfqE26NHNaxWI8aPl9/PzdUhISEBXi8R7pRNmwQcPKj8zrw8koZjMlml77rhBoMi+ys5uQJ6vYj0dD2zTIDRaERmZujEsWSJ/B00hkL+XDnatFHuy4gRBlxxhQEGg0vxUJCTQ74jJ8eIqVPlz3z88QyUlYUK4P79owuacYEQkJKSTli06C688spMPPusHh06GHHuuZGfMzt2ZF8bYbPZAu7hUPRBet7jMWPr1tCgT5ajR7vimmvI5JTJhMBlZgIzZvwTEyeSNikjRpCJPBKbNpHfZHk5ORe5uXq4XA5ceuksXHKJ8iEtL0+nOI/t2++CwUDatNx+u3LcDh10mD9fj9tuuxkWS/iZOD/fgwkTZqN79/WK5bm55BozmVxIS6tDZiaJLSkuJttLi6ZG4/BhHbxeL/r0Ia69o0dHRv8QgD59VkqvLZYGWK12mM35uOKKuTAY3OjShZTn3r07sqjJyipCSkoZzj//vxg//r2I6+bmHsRtt/0bXboQ19W3396Mt956XrGO0ejCCy+MDTvGf//bVfE911zzAzp0IKKmsjJXiv10OhsC4zX1PKvtvLQYUZORkQG9Xo8SNrIPQElJCXLYWtTNgNkceqOgoubNN+dgzBg/Vqz4G+z2ZEUgLkBETVaWnEFCUxAnT34AycnlGDLkR2RlHVGtIpuUVIl27S5CSop8czGZXEhKkh/72QklO/sbAGegXTu5zk1OziJ8/nkO2rcP3/m1spIW5oosagDAYpHN1G3bssvJ3w0bZuK9977G1VcfwK5dQwPboPSVHjjQF9de+yyOH0/A0KFA377KAFS9XkS3buRp4cEH78eKFXKVZuoGrKrKQnk5ETXp6cptoYWvP/74r9i+Xb4Rbd2aCY9He8+S224DUlMBszkVAKnbkpICnHOOcr20NCAnh9SxKC1NR2EhWU6zMMLx0UfATTeRwoZOJ6SCixQqGtnmjtnZRLHR8vrh6NhxKzp3Vm+Md8YZcoNDQYjcnBAAevYkE8t11ym3zWKxwOcT0Lu30j0cXIuGNhPU65XBtWczRk1R1MFolKv6AnJgOG2pEYwgAJ9+SoJRWVJSyhV1owA5C8rvdyuCo9lby/PPk38pKRVwOhOxbl1onFrXrqRwJWXYsEMh64xnjCWvvvpKyPuROOssEeeeW4SZM30wmwGDwQCzWd39lKdidFy7Nrz7uFs35eQ/hJlTr7kGSE4uwS233I/Ro5/GZ5/J9bYo44OMQDRlnN6yMzNJ9e7UVFIqIHhbab83gLjDAcDlqsbTTyvbGni9wMGDjyM93acYhz3u114L7Nnjw/jxDzJxJOSaoN9TXU3ujamppFbNtm3AtGlye4BwFBSQtLFDh/woKnoZmZnAH39MYNa4CKw7lPBA4Pv9OOccuZAQDdwVRQ9uu+0+fPZZjpRJywbhB6PT+fCf/3THhx92wkMPXYeZM6dH3OacnINIS+uJadPCN50+44wl6No1fKsjnU7E2Wd/jhtuqMWNNz6A1NQaJCdXSKnehYXE7e10xlFcqglpMaLGZDJh8ODB+OknuVO03+/HTz/9hBEjRkT45IknIUF2iZWUjMLvvw/Bb7+RHwobWKZGTk4hOnbsKQVT0sJen332DiZPzsVzz4Wai2fOnIZzzvkUEycuwDXXPIPUVHlWy8iolGoc5ObeJJW4BoD33tuBmppaJCXJUe9ZWcdgMrmkvjhq6HTkzs52Gg8HTVcHlDfVHgGDyFtvAdXVBYo4n+eeO4QxY4CFC0mmQ3l5OwjCIIXZmaafjhkD7Nq1Hw7HEmmbRMZeTEVNRUUeKirIDJiaSmq+mEyk8B6tG7lnT35I5VJKhw6R97NNG2DePPI6N5fsi8HghSj6wV6OJhNpmpmXR9KMKisTpR4uAwdCEYvVtu0HuPHGWZgwQek7X7hQWeSMQsWMwUD6zFx7LdC3L1GPjzxCAv1Yt4zys9UYMeKHkOWLFtEaNLTdQqioKSgg6aOC4Ede3j507kwE1ATmvp6WBgiCAJ3OhC5dNmP+/H8r2nwIgixQhg//LLAfSlHDplvn5BTCaASSkuRzTUUhOxmydO0KXHklSalnWxWlppaFfIb+n4ga1lIjr5ORAdx/P3DFFe8BUO8xlZsLpKfL29ivX3lIC4kzzpDT/MMRruNMYiJw990b8dRT5JjrdDpYrbKlhj1mbBVzym+/Kbf5jjvImOPG1WH8+DcV77H1Va+4grSXSEysxeDBHyM3lzTLPF8uGYV//QsYNuxz3HEHyaw8cAD45z8huTgKCgCHw4HUVGLVTUmR403atoVCaLZrRyybHk81UlLIA8SNNxLr05QpDTh06J+B41EtfYY9zjodEdVut1khUtu0kS1YlZUkNc5qJffDFSvIb22qXK5Glc6dNwMAamp02L+fuFbXrCEPWZMnrwDwLYD16NyZ9WN9ASAXY8aMxHnnfYKRIz9DmzZHJAHjdh+HIADJyVVSckckEhJqYDY7pSrZggB06RK+oXRu7kGYzXlo396Grl3l7XrlFTlLrXv39XjxRSeA0B5PPXsuR+/en6Fnz3l4++1k9O//ufS9OTnk90JDJ+z25s1GbjGiBiBVD9966y0sXLgQO3fuxK233oqGhgZMnx5ZpZ5okpLkO59enwKH40IcP67Ml6QmxWBycgpRUNADVqt8IQmCL1A8zgtBxXAwYcJCPPHEZJhMLphMWUhLS5Xey8iQLVkdOjyOCRPkPD+/vxAAYDYfYdYhrqrMzK2YMGEB2rdnam7jBwAedO5M6t24XLKoMRqdaN/+zpBty8934KGHSHohe4MNNiGz9OtXiqVLRZx33m7pB/3Xvw7AkiXyOrQxbVYWacJJn/58vjp4vbJlioqETz+9Hzt3EnWRkgIMHUozdpQ9tNTo0YOkvAbDPpnm58sFsgoK5Lu/z2dXiJrLLiPrpaaWhcQb9e0L9JfjItGmzZ+4+uo56No1qD49oGg6SmHdey+/TCYZq5WYL84771MUFZXivvuUT7CUxMRqjB79HebOJU/Ya9aQasu0si6tp6PT+SGKZAJ95BGyL//9L/DUUyL+97+2eO21oTCbadVbUt/j2mtJnSNAbuA5YMAGXMgYNtq2JQ0/v/8eGDCABBRSIcXy55/AE0+U4ZxzSJmEnj09EATihqG9xsJZajoxMY+sNSs1VWmpSUqSrwlR9IS11FCGD1+jKETGkpurFFnJyXqsWaMsJ9C7t7K4o17vDbGq3Hij+j6xlXMBIhyNRvm6YsUSu49t2pBkhW3blLf84cNJWvZbb9XgvPPewkcfyRXOk5JIzaWXXybuJtozi/YLu/xyUqRvwwaSHt+lCzB58vO47LL50kPS44/L6eGdOgEOh106X6z469pVedzatiVWFK9Xftj6979JEHiPHtXSMlbUsPcbGqMmCEno00d2x7KVuquryf3MYtFQnIohO7sIqankRJSUFKCuLhW7dtG0afnaqa1lb977ARzHTz+tg8/nw9NPX4HPP8/HNdcom+UCUDyIhoPeSzIzJ2PrVpInf/75l+PSS+9QfUAtKHDCbCbm6o8+EiAIq3D55SPQu7d8bNzuXfjlFwCQL7IXXhiD8ePfw5VXzkZm5mVo25Y8BA4YIN/7c3PJ8Sss7BMYp1xzUO+JoEWJmsmTJ+OFF17AY489hgEDBmDTpk1YsmRJSPDwySY1VfZtGI1p6Ny5M4CtAC5GVtY2zJkzAVOnPiGtwz79pqSUo02btgDqmfG8AERFITP6+WuuUTZ2MRhSFIX92rSRy3WbzXno2HEsdu4EJk+eBYAMWFDwH+TmHkCbNsdx0UXfw+8H1q4VMXPm9Xj33b54/vkSXHDBIyBZCskYNoz+SGQz7hdfZGHw4H+BmlX79SP1HiyWVDz9NGlzz7pAL7sMGByoWD5+/CIAQ5GefhRnnLEE9fUrsXp1Jo4cmYWePUnVq82bdWCMclI9lTZtiKhxu+XCbA7HAcX3WK3EnfX9988EjjF5r107cuNTM8tT/vpXP/78k9QACYadMNjaKJ06yW0bfL4GDBkiC56HSLY+DAZRUefj3XeBs85SiprkZLIfiYmhdUfUumCrxSyZzQlSzyp6w9+wAZg7F7jiCvmCSkyshl5vxj33AEuWkEmL1hABlAKDNjn85z9JYbizzgL8fgfS048jObkKJpMcdD9sGBFX9Fjp9UQtuN0NUh0SgDy1t29PrDt6vahYl2XgQODOOz1S8GGHDvXYu5dY7qjIDI4dYb9D3l/5dZs2ZUhNlSdUdjIURU9QTE3ouDabiNGjP1VdJzcXSEuTj3NKigFms9KKkJam7PHz6qtnB4r6kU7gv/yi3HaWYLcZQHqkUdh7QVcm87dnT/UipSkp5NgkJZHrJienCJ9+uhuXXUYKXU6dSqyAggD4/USdGI1Kv9OgQcB5gVhhQbBBEELrCuXlkfPldFZKAjItTf49dO9OxCktydC27aHAvsnxggYD2V62sSIramw2eTtoLzqjMU3xwMjS0HA4cAwOhLjSgjEY5DjFpKQqZGWRB8OSkgJs2DAWoqhHz55AVpYsCKg7jr1XDB8+QlEckoXe77VaagDAau0Co5FcgDk5Llx33avo0CG0quLQoU9AEMgPZfBgICPjMnzzzW/Yu9ePW2+9F+PHvwdR/BIApFYZZN3lmDVrOhoalJkMI0fKoiYtjbgK5do29SiPpxR4E9GiRA0A3HHHHTh06BBcLhfWrVuHYdECE04CGRnyHchkSkMfGgGKb/C3v/XF0KE/oG1buQrYlCnPIDf3ACZMWABBAJKSsmG3yz/U9HRyddPurW3ajMe11z6FN94YhGnTnpDW8/kM0OnMYBO5evYkj6c9evxHWkYsD/KPLSXlF3z4YWd8/nkuunTZjDfflKtt6vU+3HmnD+3b04nVidxcmg2xHgkJx5CbuxIJCXW48MJ8dOnyAnS6LHTtSgIIDQZ59mCfRpOTSRXQzz8Hhg/fDuAP/OtfwzBnzkQUFj4Gr7cCTucS3H03UxqYgRU1JpMJVqtVKpblcMjHtkcPYN68zwPfbw7sr3KsO+4gvnM1evYUYbUCl14KbNsmIj9fjjsJJ2oKCjpIT9DHjxciIYFUxV2+nFhjRFGEwaBs6Dl9Opko2IknKakw8Ff2SaekAH+VEzcUsBM1xWQySU/GDge5EfXrRyaoPn1E5rPVEIRQywjFYGAbH5IgdXKtkmU+n/wkZjSGL7RFxZHb3YArr5SXszFOcsdm9e0xGmX15nY3oHPn8P2pDAb5Og8nalJSygMPDgTWBSiKHmRmRrbUCIIFEyfKgTrSzz2wPvuQWlBAbrFdu5Ky/PQ6HhUoENy9+x/Q6eTaLVdcQURjsHts3jzy3vXXh8ZKeb3ybVwUSaHJH35QulCnTHlaet21K2nS2bWrLAJsNptUH2fkyEP47LPQbRBFsoLJFOl8q7vbafsMr5dMdm63sjJx587kOnj4YT8mTjyIvDwiLP1+tSaR8jJW1OTmknvMH3/IweEWCzm548aR+yHr1nM6yXn2+UwYqRLjm58vX2cTJ8oXSWJiFbKySEnwI0e64osv7gysAwxi1Ov8+eTh7tdf5TFTU1NRV6d+nTscOlxzDfDMM3YYDPI1mJ0des5lUdMZNhu5GXXtSoShWjHGvn2V5tqkpCS43cCLLwJ//etLmDVrOrZvJ7+J3Nz0kM/X1ioLpwqCHgUFxFRaUKDsjXLllROREnzTPYm0OFFzKpKdLdu5rdZ09Ool1wmh1aTbtpVLt/bpMxgffNAZM2cS64ZOp4coyqKGZh0cOwZ0774L/fp9B73ej27dNkpPrIBcWI59OuvXbxBGjSpHTs61im1k6/IEN2Tcvl1p1tbrk5HK2PSTk5Px1ltv4eKLJ+Cjjzahf39SG6ZTp8N46y3g6qvLpEBgnU6egNiy5gYDmcguvRRISiI3RY9HDHGvpaaWY+jQ0PR1VtQAxFpDm1k6HMqMrsGDtyoCZYN/X0lJwIIFymUJCcQaceGF5HOCAHTq5FTcIMKJGpPJJAXxFhWR6MiRI4FzyWGCy+WAXg/MmjUVVqtfEqsAFK4qq5XMhomJskUsI4OY3QcNAvr3P4DJk+WMBda9QtHr9VKnXLdbaYbu2TMWUSO/R5/QWfx+8iVeL2A2h++AScdxu+3o2xf49lsSU8K2tTAYxMBf9Sq8JpNFEsgej0N1nRtu+AFdumzEmWfOlpaxooat0puXt18qBw8oA2KDLTVqri1BsKBv31Xo2vU3ZGRAMSGSBpfyb/Tii+Xr8Mwz5XP2n/8A48Z9gqeeuhRAaFGxYIvMrbcSK46aRYHNChRFcnzHjYN0HQBAjx5/4IknrsSYMcCXXwLffUeqINPxTCaT9Hu126tDvwQA7W5O3Y1q6PXk9//3v89ULKfPRV4vEewul0XRaZ2Kh0cf9ePmm7dIZS5EMdTKwlpqvMxNpk8fIl5ZS2lyMjHLXn75Q3jnHfl+DAAeT2lgjGTFwwVl1ChSTXnTJmD4cDbrrlKyprz22lypHsyllwKDBw/GN998g23btiE1lbjh2evwzDPPREOD+vGrqyOVtFetAkwm+Z7Wrl1oDILBQK4Zi6U9kpOJpZge4969qfu6Dmee+RJWrlRmzQFE1ACk4nZFxfXIz5+Jf/zjHXz++edISAjNMnrggZdDlnXo8DgGDlyDbt2ULTzGjBnKRU1LJzdX/kXodFaYmKCN48eBgQPXolOn26WAyquumoTDh5V1BDp3lh8Jc3NlVZ2e3lEyGwYjCOTCZC01nTsLMBpDlbaVebQNrkdQVwdFFVO9PgE33HADzj77bFgsFpx55pmYOnUqrr/+eowdey46d/4rPJ5Uaf1Ro+Sbkl6vbqlhSQj4TRwO9UwjUQyNnqfWB1bU0CrftKs3xWYrQ8eOclxKtN+XTufD11+/gtmzf1G4g+x2O2w2+abKipos5emD30/O+ZEjof0jamvJ/owd+xEqKmoUAbV9+xKLzvbtcvwJbZsBENdIejpxId188//g8cjXFo1/YREEAS4XOa7BoqZTJ1nUJCTUSLERarBCgj6hs9BlHg8iplrSrtAeD5lhL7iAWBLOOotdh/wNb6kxSi41t1s9hXf69C/w1luDkJoquyJZSwVbAr9btz+RkiILNXZbAI8ie1CtDYZOZ4UgALNm/QVHjyqvr9RU4L77ajFhwtv48MOOsFjUL75OnYApU94MWIVCRQ1rJREEv2pcFMXn00lxQGz6OvugotOJGDbsJyxbRro6k2XsdwiSxcfpDJc0QCfS8MkPRiN5b8iQxUFdrMlfv58cW7fbErFZKRU1QGhsBhU1O3cCTqds8mMtZpTUVHICdboaXH+98mHE56Oqqg1mzQoVkqmpZFn//kpxm5hYFZIt2qHDBzgzUNPwwgsvRG/W1wpg9erVePDBB3H//ffD5VK/Jmpr5QNmt8vdRktLQ++TVmsvtG17F1JTz0VBwTmKc33TTb+A1NvKQrt2v4dkYwKk3Amle/d70LnzbEybdj0uvfRS1ZjDrl27hSwTBAEpKSOQm6v8gJoF+WTCRU0TkJoqF6uiEzZ70aSkDEeXLi9i/XodDhygQabKC7tbN/nHmZdnxKpVq7Bu3TqFQArGZCK/QvYiUnt6B5SWmmBR4/VapR4uALlYO3fujJ9//hl2ux2jR4+W3jMYDPjXvz7B2LGVGDaMmE+6dpVvCPRJDYguamhX8mAcjlDLAIXe7FNTU8Naany+OvTvL/eVCidqJk4kIvOyy+ahTZuN6NFD6TduaGhQiBo29iJ4TFEk57u6OjTosK5OtvaYzaGP2ueeSyYamtLMlr1nJzefz66Ixwp3rt1uKmqUJrk+fYCuXavQvfsaJCTUSoJDDaPRKAld6n5iodYbtzuyqDGZyHd4veoWFiC6qNHpdNK2hBM1Ph8Z32yWjzX7hDx3LpCW5sXLLw8NZHfJ+0QnIwIJzn/qqdvx1VehT7hke8g+WSwOmEzKuChBADp3rsbMmTciN7cQBkN4RU1FLBBadZZ9UGFL5avh8+nw6qvDMWvWZ4r+VcHWB9r6Ivw45EQ4HKEuH7K9ZDtpXSY1qKjR64kAOiOQ2UzT/f1+Ipi8XptUXJEV+RSdjgafO0Peo6LG4YDCIhCkIwAAmZnkR9KlSz2Kip4L+o7qwLZmon170oOKbi+gdD2yoiYpqUrKgKL06PEjIjFy5Eg888wzMJlM8PnUawWxogaQ72m0YSt7nRoMeeja9RUIgg59+vSX+lqR7b4QQDEApyIzlIUtWMt6FoBQa6DJFLlkSrCLNim85j0pcFHTBOiYR55evUhF1JtvvhkA0J+546WmyjfJUaNISqLTSWbKXFkXITMTGDVqFIYOldspqJGaSnI2WZWu9mQJIKgthPKqe+SR2dizB3jlFSAz8y3Fe4Ja+lVgudXaCZWVZuj1chCwFlFDu7mq9TK67TYgPT18QS06yWdmZkqixm7fo/jx+nz1GD5cTm8MVzz6/fd16NfvOtxww8NwuQpD3m9oqFaIGjaOI+g+IFlq/P7QybuuThZLghDJqkFETVJSGbNMft/nc2DKlGdx9tn/w6pVYYeRyvV7PMrJSa8HnnvuFzz22EQIgjw5q8G6I2jWCwttwhjNUkPjYXy+0MmJjC1KVojgOjUsVNS4XOrXBj3uBoNsZWB/U/fcA/z+exE6diQtSXr1IsdGpwtOfSY73aPHXlwcpqQHPW4GA1n3vPNIqQLa2dntrpbWZS2XwQgCrQUUaqkJ87NTxefTISvrCC688FfJDQwAf/sbcX9MnkzbmEdusknLSbhc6pYaWnbCZgsv1IxG8mPT68m6S5YQS+RlUluzusA2W/HMM8CHHyobgVJobI66qCFjOByAzycniai5CjMy2AbBLyruEyZTTeAvmZVJerL8WdatyI6dnFyJTp3YDEUv0tOj13OSkeNTWDGifNiUy27ccguJy2EbkLL3VqPRCLudLaVxtfS6nVpeP5TVedn5CwBef508KD/55G4kJPRHnz5fBX9cQXCeTjN6ngBwUdNk1NX9G337/gKrtQMAYPbs2Zg3bx6+/vpr1fU7dfobBg5chfPOI4qZDQZVm4TbtCFlSPfulSciesNkzbjhDDus+8loTGXfwcUXXwGA+NozM8MXZ1KjtJRc0dQdw4qacLU2qKWmvl4panbuvB07dwKZmbIwCH5SpjeXnJycQMaIAJ+vBh6PLASczioMGLBS+v/xMBmbaWmAxbIIFosDHk9RyPt2e6WiWrPJRG7QH34Y+lTo85EDT/uesDQ0kJun1wsIQvifHC14ZzA4mWXsdziQmlqOWbOmSoGmatD4Ho8nVAAIAqRuwHp9+JQPEidEXqtZatxuIva8XkS0JlLLlM+nbn1zu53SPlKrjhrUNRLsUqNQS016+lbce68Pr76qPHZkW+R9ateuHps2QRLGzDcBYK0oodBr3GDwBdYl3cJpzoLHQ863wxH5fMvZXrFMiKFQCwuNc5LHJ4GqbdvSFtqRaxnQ9gfhhCON56NlA9SwWFIByNdYWhqxRMoijfyeRDERCQnAVVepixGDITnwN/S6YS01l19Ors1wz395eaMwdy557fGUwuk8EHhdLcWwmUxyoCvbnZyNd2PFYmJiVVBGlSjd07RA634BshAGSBiAfJ+W3U8pKcRKw1pA/EHPg6tWkfvwkiXk/r5o0SJccsklePjhh1W34dFAjYh5tNgWw6BBJAbtsce644wzNiE5OfLDdbCo6dVLc5+JE0KL6f10quP35yE5WZ7FrVYr7rwztI4LS0qKPDONZapTq6Vt9ur1McrK/ocRIy7C2rUk+I1OglddRYJJ2YDHYFhLjdmcAfokYDKlIScnBwMGDIBer0dGtKpgQQhCVwCyIGADhWfMIDcDtj4JIFtqioqURZpow8mMDPmpo2tXZTVhaqnJycmBx0MCDi0WB9zuYphMRFk5HOUwmVzIzv4aJSUX42r5wSWE6moLAAd8vmIETy52eyW6dNkk/d9sloN/g6Gdm9kaD5T6+mqYzeSJOhLU/cKmVLITM7VG0CfqcHg85H2vN/LkZDCEFzVsHItaTI3HQyaE6O4naqlRFzWsVcBsDv+IR0SNP4Klxgm9nkzMs2f7YTSGHiOz2Sztk8/nUriNKPTY63TR44QMBvWqzR4P2SenM7K5hQZqs+c7Huh1Fe4YU0sbtQyFg7qnwrn49HqyvwkJYaodArBayXtGow+iKIZYenU6KgYi+yiMxhT4fFBtD+NyVQOgoqYNhg8n2VNqmM1m/PprKsaNq0afPkBNzWpYrZ1ht5O059JSICVFNumxSRSsW5/dDZutLrCvdYHiqr/E1CBZr++KuXPJd7Pi5NAhUjn/8OHDALbikUeOo1+/HMV3m0zkN8dEBAAAxoy5D9dccx+ys/tg9mzg8ssvx+VqQXcBHn/8cUyePDnE9SRvo+bdUVhmjMbwdaNOFlzUnCLo9cDPP5PskKuuCn3faGyDvLybFOZTepM680xStTOc6wlQWmpIYDMpfKLTmaDT6bB+/fpABdjYjHeXXHI3du2SC8qwlhqrFZg5M/QzckyNcnllJfmFJycnYc4cElD6l7+QAl8UVtQAQH29MSBq5KKDbncNDAZgzJgn8fzzF0esS+Nw2OB2V8Fk8kEQyoPeq8bgwcuY/4cfh8bUiGKoudxuJ6ImWq8cGrjLZm6xNzQaxyILKHW8XkPgr/rkRC0M0Sw1NHtGLfuJippo7ieLhcwMasIIAJxOuZ6J2Rx+ootkfSLjk22MJBxJPAMdL1xxMLKCThfeqkHFoNEYTtRQS03k3xK11FC3TrxQC0uwpUaGiprwgeEEch49ntCMI1H0S1lqCQmpYUdISEiHKBIx7ve7Qgoq6vX0uEduKGw0psLnA0ymUNdcXR35rbvdOmRkpCt6VKmRmZmJ7dtlUZOTcx0aGkiZ48JCoGdPWaQ98wwJZn9OGX6DkSOBnj2B5OTj8HpFmEzAv/41Enfc8QAcjhlwOi+NvBEMycnJ+CZQNPzcc8/F3/62Ajk5JFmge/dkrF+/HkeOHMEll4TGsmzdCnzzjRxnQ7n77ruRk5ODc9SiglXQ6/Uhwczxwt6j2EDs5oK7n04hzj6b/Jgi9e1in3zYG2/PnuEaSBL69esHm82GQYMG4ckn57AjAiAXeayCBgBSUwcq/m8wpEb9DLXUsCJBEIyoqiI336SkJMyYQUr2s1lGer1sgqWi5tAh8lTMihpqns7NzY8oaADAYrFJ7imdTmk5cjqrkJ0t+7b3hSY2SVBRIwihAsBurw1sV+THH7Y2zIABZMJkS7ZTwUQnsXB4vdRSo150jE7GkerLsJYaNfcTK2oMEVJzaKYMLeAXjMtFBIDTCRiN4YUEPXbhrAj02Ph84beFjRNyu9UVKu11FVnUkB9aOFFDq+A6nZF/T1TEqrWiiAVquVMTnwAgCLTOUDRRQ/ZZTdSw10BiYnhLTWKiHE3v94eOYzSS86TTRRY1FgsxV5tMoYKvvp64mvX6xLAxfyxZWVmgcbH19STAt6GB9m8C2jDR+KNHA7W1oRXQzWYiOtauzYbfT36nnTptg9E4FUCJ5g7SAKTGygDwf//3fzjrrCuweTNx5aakpGDw4MG45JJLVD/brRtw332hdZr0ej2uvvpqtGULQDUDtB1Oc8JFTQuGup+00KFDB5SVlWH9+vXooGhsFENEogq09DYlJeWsMGvKyCnd8jKjMQOVlSSglr3JsE9hBoP8VEBFDa3MeuyY3KSTBhdmZkYwXQWwWCyoCRgLBEE5YdIJ99prH4bFAtx1V6SR6LkIfVp2ucjNnS02pgab/bNsWT3WriWWKgqduKNnsRgDf9VFDXWb0MlZDWWgcHhR4/UKEScWq5VaX9RFDQ1mdrnCB6UDsqiJZqmJJPjYfQpX74YKjEhBy/S4GQwiRDFUkNBAVpcrmqWGWuYaJ2pE0RD4q24No6JGp4vsIqGWXzUrFhssnpionr1D3kuRgrrVrj8qavT68MIIACwW4gYvKPCjoWG34j2HozIwlraI1MzMTKmJrN2+A6IooraWFNUsLAS6dVOmK4dzvQgCuUaTk+Vtp8G9NTU16h9SIZHxa3Xo0AEvv/yy9P+k5k4dipM5c0hgPu1r15xwUdOCiRTMqIbNZguZOLQ86UTeBvnzFktnRUXhcNAfrlLUZKIi0Pcgncmd7ttXXocN4gsWNR4PsdSQbBoygaalqUf+s1gsFmk7BEEpSGhQ6oUX/gu1tYgYnCuKdIJSc9Voi4UxGuXHr6QkN4YPV5p2BcEeGCfyEze1Vvj9ai4WH4xGMfB9Wi014bOf2BL9asiiRt3FQmNqaG2dcFCxEs5tRCf0SKJGr9czlhr1cWRLTSRRw9ZiChVHtOKtyxX5fEdqGgoA11//NgBg0qTQ/kAs0Sw1JpM78H2RrSNU1KjtE7ssKSmSqEmU3JZqosZsJttiNEYWNenp5+LIERKfsX//Q4r3aEyNxRJ5DEpWVhaOHAH8fh18vjq4XEdQW0vKUQhCLrKCi05FgQ3+Tkkh2zCWDYqMgo9JXcrIyFC0+XG51M/hqc6MGaRYLK0c3ZxwUdOCoYGxjaNxogYAund/F1ZrN/TtGzn1j5KQkIC5c+fiyitvkJaZzT1VRY3BQIKgAVKGnEJvBLRSrNtNXEd+v10SAlosNVarNaqo8ftNEV2C5LNEkOh0oU/LtEZLNEuN2WyJaB2h8Qg+X+RMC5qJpS5qZIsJ234gGDb7SW1bvF5aUTjyLYSm/4azRlAXGa2tEw4qVsK51GjcSCT3ExmHfE84Sw3dzsiWGtnioZbCT0v7u92Rt4Va5mgAbjAXXPA/fPppO4we/U7EcWRLjfqESIWEXp8acRzqDlMTNQ4HFZ+RrQkJCQnSw4fTWa2yLeSiMhrDCyMyTgZee41+N8kUqKhYgp07p0EUSeybzRZaZFSNzMxMeL1AfT25Fu32HVK7hg4dVKLFoyJf85s3b8bChQtxW3CQSwTyGJ+4yWRSuG8bGsJd3xyt8EDhFkjXrq+houIb5OXd2gSjNV7U5OZOR27u9Jg+c88998Dv9+G66xagutqPf//7KVRUkCA3VtQApER8z57En0yhJlxqqaE3KfqU7PMBWVna3E+yxUgpaqirQxSjW8S0iZrIPzcqJAwG9TgWo5FaaiJbw2jNHLWgZeqKIN8XfnJiXTVq20L3iW3SqYbFkoi6uvATNy0QSAOBw0FdbtRCpDKSYr1wkO31SRWOg9HpyHZGEjUmkxm1tSQTRU04+nz10OkAlyuaqKHXjPqxAVzIzDyKwsLIgQrR3E8WiyfwfZEtG9RypCZq6uvJD83jQcT05YSEBOn31NBQHtQsVITNRgv4RY7uNRqNaGjQg5wr8rCzdSt5qqEhKYmJ2h7qqCWmrMyG5OQq1NdvhcFAzlvPniMifVQVtsJ7fn4+rqOVBTXSr18/3HnnnbgwOC0UQH1wZVROzHBLTQukbdtbAv2gtKcRBpOcTHwpubl/b6rNihmdTo8ff0zHd98BNTVOVUsNZfTo0O7a+fn5kqjx+ytQVbVSympwOGQXVSSys7PDWmrohOX3R49doqKGVlJlkQvPRZ7kzGZzREuN0UiFRDS/OxU1atYI8hjt8UTu2WQymaTYCLVtoRNftDR16lKj3ZeDocKRFgwMBxWWahMuIBewiyYcqQgL58bSImqMRiPjYlGz1NQHvkObqAkn+Kg7KZqbWRZy4USNN7DdkUWNnGIeOk59PYlj8XiIGy8cpBI1eVCy25UVuv1+h5RBZbFESVkC4HaT4+PzhTZoBIDk5GzV5cFkBgLzjhwh211bu0ay5vbvry1biCVc25pYGDNmDM5VqQ/BLTWNh4ua05R+/b5D376L0a7dPc26HbRx5pEjR+AOzKJqokaN3377DXY7ueHr9fuwefO52LJlDAAiarKDq0KpcPXVVzN9aZRPSXL2RrSsETkIszGiJlrBO5OJWnwii5pI6eV0wnK5otWXYS01ajE1NNsoWvCzLfBXXdTQuItobiwq1NTcPYEtCvzVYqkJX9OFCoxwLRvIewbJxaK2PbQAI02tDz9OZPeTLFKiiRpqqVEPxrbZyPgmU+TflSxqQsehTS6jnye5TpLdrhQjXm9V4C9gtUZ2P5H1aFPLetXfQ5s2UVIbA+QH8oz37iXXWnU1qXhXWwv07z8o7OfCkZg4IObPROOZZ54BALz55ptNPvbpBhc1pykGQwrS0ydCp2teDyTNdNofaMNtMpk0V+fMy8tDz54jVd9zuQRN45x//vlSL5uqqmLFezodrX4a3SIWWdTQCTTyhGuxRI6pMZnoOJEDPuVMLLWJm4zrdkerBGyO6H6iNVG0Bj8Tl1ro5E1r6UQTALKoUXcbyQXsIo9DLUtq+wSwoiZyYUK5L1aoxYeOHS2+J5rgk6+BaO7PyJaahASyT6ToZngitW1oaCCCJJqIBeRzGRxT4/VWB8ZS1s0KhygmMHWFQq016enREwEAoGdP0sV627aKwHaQ37ndbowr26hr138hO3sqBg5cE/Nnw/Hggw+itrYW48ePb7IxT1e4qOE0K1TUfPrppwCIlSaWjCy/P1WafFnYbtaRIFWU2wc+o6w1YbVSk3t0371cOj90Y2IRNZEsNWYzGUenS404jlw5NnSMWCw1kd1PsYkaoxHweNQEH7VqRB6H7lP4AnM0a6lxlho53T28qFFaakK3Rz5ekUWNLPjClZWnqdhaRU3o8RVFEQkJ2lw+ct2c0HFooHC08w3IJQVoSQSK10v+X1+vTdRYrQlShV+XK6SfBbKywpQRDiI9PR3Z2dkh7VKiu3HVMZmy0bPne0hJiT0eJxItNZ37VIOLGk6zQt1Pv/76KwDtrieKxZIk1aBg0RIHQ0lOzgp8RunPTkioBgD4fNHN3MH9gJTbQmMjIk9y0Sw1VisdJzXiOJGeuKn1xuWKbKlRup/Umgq6AtsZTdTYAuOFEzXU/RT52NB9CpfhI2dXRR6HdrwOZ6mh6e6RavhES3en5y5afA/NPgsvasiXaK0ErCZqPB63VO7fao0mamj8U6gwdzqJlYMKlkjQ7LtwosZu1yZqbDYbaE07h2Nv0HcA+fn9oo5B6dWrF8rKlI0gmyZ7lHOqwUUNp1lhC+0BQJpa46sIJCQkYPfu0OV5eRF6GgSRmkp6v7CBtaIoIjmZWm6iV+mktUtoIz8WQaDjRnaHsaJGbdK1WsmkFS01N1LAJ42z0eJ+ohM3jZ9hkd1P0eKE6HFRFzU0JiWaq4ZaEdRdanKtl0hd0Mn3UUtNZFFDxZj6OqyoUbMc0f3UZqkxGqFofxI8TvQim+Q8qvWQstvLpWJyNlvkGDMqamiHbRav9xAAoLZWizWBFvFTdol3uYjls6GBXOvRsFqtUmHMYFFTVaWDxaI9USIpKQl+P+m3RMnM7Kr585yWAxc1nGYlNaj7GWnmph2bzYYDB+T/ezzkxlxdrf0pjPrm2ewn0iDTB58P0Om0iBpyszeZQkWNwUBFTeQJwWq1hq0N4/M5pLL80aqxyj2k1EQE2cdYAoVp+rZyHGqpiZbRRfbZYIBqGjWNSYlmAaATbviquf7A32idqCMXqtNSmNBgMEiuObVjIwfsRt4ns1n+DrUgX+oGkgVdOKioUXMbkVnc5QKs1sgVeGk2pZqooQ1wGxq0FLwj2xvce8zhKA+Mod1SI4saZY+S+vrooohlVKByJuuCys/vE9MYnJYBr1PDaVZSUpQ32lhTGoNFzXff/Q319QuQl3e+5jGysgrgdEKqRAwAdvseAOQmKFfFDQ91JZhMocGwNGtJECJPKpEsNbRWB+lcHHkc2Y0Q3jISzf2ktNSoTdxUFES+hdCO1gDgdqv1FKJp6tpEjZr1iSynoibyONT9FC5TiOo82l1cfR3ZUqOeGq7VUsMW8XOHxM5Qy0twU8hgqJBTs9Q4HKRPUl1d5B5d5HtojI+aMCdqwOWKnoodTtRQS43dTq6vaCjdT0pR43Zra5FA+cc//gEA6NDhCwAk+8lo5O6n1ggXNZxmpbJSzmrIysrCggULYvp8QkICNm0CvvkmD+vXH8Mvv5DPP/lkR81j5OR0QGEhsbK43W4YjUbJ3H3kCNCtW/SnQqMxGV4vedIXRZ+ilgXNWtLpoouacJYar5eImtpawGqNbI2gT9xqsRFaLTVsSwF19xOtCxNZRMhBy+rNKOV+VpH3idZ0UbNGiKJPqoMTLaiWxgCpufd8Ph+ozotmqYkk+LSml7PCiZwX5XfS88cKQzWoe0pN1DidRNQ0NEQPvqffo9eHihqzmYzj8USv/USvv+DMMCpqnE69pmQApaVG6X4ShNhi70wmE2bMmIH6+vHYu/cueDylyMi4KKYxOC0DLmo4zUqnTp2k1yUlJRHWVMdmIzfQuXOPKZaznXCjkZHRHoWFpPPtkSNH0L17d4Wo6ddPi6hJkkSAz2eX3FEAW6Y+WhO/SJYaklJbVwekpEQTAOHdCNTC4vFEbkQpCELAVeNTFTV0nGiiRqczwOul7ic1UUMtNdr2Sd2lJi+LFowdSdS43Q4p/oTGAqnBWmrUKxx7A9sSzf1khc9HGih6PHYEG860WmrkYxN6vt1uIobt9uiRBnL3caWo8XprYDY3BL4jehq1ICQH/iqzCWmwsderzXVks9mkNigeT3nQe9r6PgWTmNgfAwf+HNdnOS0DLmo4zcr06dNRUVGBCRMmxPV5KmqCiUXUUAFitUKqakzdT0eOaPP/m0xJaGgAdDqS0cOKGovFHfie6KImfEwNmSAaGiJbWADWUiPC7/co0pypZURLETUSL+NTrZpLty/axA2QoGSDQd39JLc3iOyOoBOumvWJdSVptdSouZ9oywZAGe8SjF6vj2KpoVlLkY8NFUd6PTk2wWWVqMUkmqWGurHUjo3bTcSwwxE9FVvuPq50oTocpIZUZSVgtUa3kPj9xEVlMlWrbovPp13UHAnN5AYAJCTEllDAOX3goobTrJjNZjz88MNxf74pRI1eTyYwkwlwOIg1gbXUaMnUMJlMgWDMULO71UrL1EeeECJZarxe7aJG2XDRGUbURJ/kiKhxhanpQkVB9HpAHo8AQITHoyZqtLmfaMySuvVJPlbRRU346ruseyySpUYQBHi9ZJ/katEs1FITbZ+MEbuG04yuSDVzyDhU1PggiqLCAkczkKK1bCDj0Ew1UTGOy0WsoKWl2mqp6HQkm9BqVVpqvN4a6PXailkC5LcdrhVSUtJgTWNwTj949hOnRROuanA8ogYAHI4qiKJPejqNRdTQdgu09grFZvMF1olc0TWypUau8RFN1LDdt0PL+NNqt1r61xgC64avTKzFUkObVaq5agSBjh35GMuiRq0OkCfwF9Dro4msSJYa2oeKNK2MBK1MrGapoW4gLaKGZlGpBRzL1Y21WWoEIXS/aIPX6BWbg68bNhOQiJqKCrmRbCQMBpItaDa7JTEOyNZGQYg+BqAuatatM2PuXCAj42JNY3BOP7io4bRomsJSo9OZ4PORp1KnswpO52GIogseD3k61eZ+MjFNDmVR4/d7pd470crUKy01SiERi6XGZDIzZfyDJ11XYDwtlhqj6rYEtoh+W9RxiFUD8HpDLTU0m4kNKFaDWhHUMnPoRO71Rm62SIhuqfF4EDWQlYpCNUsNLQQYTfDpdDrGUhN6bKgbiBUbarBWpeBz5fNpbUNB4sLkceTrhlpqKiq0WWpstnQpwNfpJPVtjh17EybTdgCATqdN1BiNxhBRs2aNB998E3uRTs7pAxc1nBZNU4gaAHC7ySTlclXD4SDV/IqLBfj92iw1bOdmtjIx7XcDABZLZFHD1qkJDs5lY2oipWIDsiuMfE5d1EQrdkcg66iLGq2F4eT4HXWrBhU1kY8xrXej1vyRWrVI9lm0lG4qakLdWNQ95g6NIQ5B7iGlJmrI2NqOjRD4bqWlRhR90OtJRlek9HJAGf8TKmpoxebo4tNkskoVd1lRE6ulJjExUSpy53Qegij6sWfPzdL70UoSUPbv3y+1SaBUVJDzH2uRTs7pAxc1nBZNU7ifAMDjMQb+VqG+fisA4MAB2jNHe0wNGUO+E3u9JI21vh6wWLRXFA6OsaCWGi3uJ3ZbgiddKiK0iBrqPlHLFNLqYgFkUUP7PLHQWjqCENkaRiduWhyPhbqftFlq6PuhlhrqHiMxQJGhRfwiWWqi9aEi30lFjVLwseIkUnVjALBYbJIYCW4jQUVNtDpA5HuMqmKYWmrKy7VZahISEkATGR2OPSF9m4zG1KhjAMDUqVNDLDXV1SQOT4v1lHN6wgOFOS2acJaa4KJ+0XA4LEhOdsDvL0dDA7mJBxqHa7qBkto25LXbXYvi4vfg9zcgMZEENNbWRi84ZjKZmKJuSncE2wxQi6iRrUbKyZKKmmiVgMm6xsC6aqJGu6WGumrULDW0qzktrhcOszmFqQPkhyDIz2Os+ylagTnZ/RTeUhOLqFGzYtEAX23HRt1Sw44bKWgZIGLY7aZB6srtEUV7YLzo20LFsM3WeEvNsUCFhQMHHgxxw5nN2lxHw4cPx/r1O3DkSC9pWVUVaa0SS9NbzukFt9RwWjThRE04C044XC6yviiWo75+CwBZ1Gi11NBiyA5HEXbvno69e+/A0aP/AgDU1EQfRxAESQAE982h7ictlhq2GnCoqPEExov+5C6LmtCJOxYXixx/EknURLNGyJa30Ilbdj9FFzV0v9X6G9GO4dFvi7KoiWSp0XJs1F1zdB/9frlHVDiU51t5bGgmnihqc6HKFj5W1BQD0G6pSUxMxKJF5HyIohuHD78YtL1aqhITOnfuofh/dTV3PXEiw0UNp0UT7iar08V2abvdSYHPlcNu3wkAOHCAjBNNRABkQqD+/9raVdLy0tIPAABffKGtNLzsBlOKGrbDcVO4n6KlUAPypKzelyiWiZsKgOCJ2wOdzh8YJ/LEbbWyoka5T6z7KZqokYvzRRI1WVtrWQAARwhJREFUWiw1NN5IacUSRVGK+4mWXg7IlppgwUf30e2Oft2wWXOhliNqAdIW7B4cYO73e+F2E19SZaU2S01CQgLKyoDFi2m3bhIsXFqahvvuAxITI8eWsQRbZOx2Lmo4keGihtOiSUlJQY8ePaKvGAWvl7ircnK2QhQ9EIQklJSQCUOLqVuv10t9ahoa1ire278fWLpUm6ihFpTgvjkeT3yBwsFCQu4HFX3CleNlQkUNtUZEq3YLhM8UYrdNr48Wb5SoGsQKxJb9JLtCIokarTV8Qq1YrFsrFsEXGihMKz9HP9/KUgDB20OOOS3IGAk2xZyKKlLJV4TPR6wkWi01AFBRobxuNm/OxZ9/ahsjElzUcCLBRQ2nxTNz5sxGj+H3pwIArNa6wN9LAWhzPQHkidJupxYJZdExWuo92uREPkvWoam4FJpFpS2lO3z2E3U/RWtvALCTcqioofVioneQZq0awRldNN5DSzCshemMHSwAmsr95Aj81VJtWT3dnY0/iuY2Yr8rkqVGi6iRxYhye2jneZ0uujuWdT/R9Ht6HTqdgF5v0HQNU1FTW6sM6j52jDwcxBrEH0ybNvG1SOCcHnBRw2nxTJ06FS+//HIjR5Gf/vT6ROj10wFoCxKm2O3qE2pNDZmYtFh8aOyD368UNT4fEVtaRU24OjWypSa6FUEWNaECQK52q8VSQ60a6pYa0lxTe6G64MaYsbifaEYStTQpt9MR+BvdUkOtWMGWEdYdpc2KRQscqsfUxGqpCRY1Op0rsC3R3UbKDL76wHhEQLpcxMKi5Rqm8WzB6djFxeTYcEsN50TCRQ2nxSMIAu6++2589dVXAICzzz47jjFkP39q6mi4XGQi0WqpAQCHQ11saAkSptAsleBWC34/mSHs9uguFqWoUQoJ2mYgWq8lsq66qPH7vVJX7Gh9ich3qVtq6D46ndEnboPBEDLhyuPT4GctMTXhLTWxiRpqqQmOqWEtNbHEGwUfG7KzWiw1kQKFdTradyy6qFETjtSa5nRqD743GAwwm82SO5ZSXEy2rbGWGi5qOJHgKd2cVsNFF12ErVu3onPnzjF/Vq/Pkl6npo5GWRmZZJpK1GiJpyGQ76OpuACZqOhk6XIZoj4tR46pofVltIgaS2DdYFHjZNaJHqtBa6SEtn6QrQDRWz+Et9TQcT0ewGDQFlOjZqmh+6VN1NDjp9wnKnK0tFog64ez1NCYltgChYMtRzS7jG2wGg51Sw1xQzmdsVktExMTUV/PbosexcVkzFgtNR6PFUajA8ePk/9zUcOJBLfUcFoNgiCgT58+cRXmMhplUZOcPBKOQNGZWMai1p1gYhM19Ptk4UAznwBtqdiR3E/UUhOtgi9ZN5yokceM1peIQLdZPd3Y5dJmqQkXUxNb9pMp8FdN1NCMH+2FCYMzw2Kpbsx+V7CoofuoNaaGiho2GFsUfTAYyLkzmaJbR/R6vUpMjXyOYhH4CQkJCveTyZSJ2loiamK11BQW3o41a4AHHyT/5zE1nEhwUcPhALBak/DSS8CyZe2RnDwcTmfslhqXS124xCJqBIFaPlhRI9eoMRiij2M2m1VTukm6Me1LFH2/qGCh8TMUZRBr9HFoUG1otVvtokan0zGiRlmYMBb3U6SYGrk2THRRI8cbqVtqPB5tooZmoQWLGtoLKtZAYbbeDVvB2WxOjbolgiDA7SZTAs22oxWJHY7YLTWs+0kQUuEKXJSxFsY0mfrg4YeBwkLyf26p4USCixoOB6SI39dfA99/nwFBEOISNW63+rqxiBpahE7uXq3s+6RlomQtNezEJoqemGJhaBCwIIgQRVkEUIuG2x3bxB0qAOR4DS3j0Eq/wdWW2aDa6KKGWmpCe0hRsaZN1NBjE95SoyVTiB6b4JgaubqxNlFDK0i7XFXScpq5RPqXabOOOBy0+nN14LPxW2rYFgd1deQc9e3bN2ZRE7w+FzWcSHBRw+FAfgqlbqf6wB05lsrEbJwKm+oci6ih9Vp0Oi/jViHup1hETbAbAVC6jWKx1JDPupjXbNZS9O2RC/2Fj6nRIgCoqAmuvkubf2qpU0NFTbD1iWynK/A3lnT3YNdcbJYaes0E1/BhO4ZrqSBNywY4ncXScqWVJXrsE1mX1s2pVowRT0yNn9GNVVVEmF9wwQWax6BwUcOJBS5qOByEiprqwCwRi/+eTUu2WDpIr2PJfmJTb+mEEkuLBEBpqWGtGl4veYp3u7XFwrB1Vtgsn1hqqAS2CIBczVgeJ1ZLDW0pENwXiwb4Rh9HFjVq3b61ixpq6QqON4o1poaKmuB0d7a6cbTAcJ1Oh5oacmxcruPScrbGjFZB4nQaA58lQpo9R7FYaoIrD1dWkgCbCRMmaB6DEhyDw2NqOJHgoobDgVLUbNmyBdu2bQMApKamah6DneBTUs6RXtfWaisvD5Bu1LRTN52UaExNPJYaNlaDipra2uh1YQClqGEzl+iYWi014SoTx2qpCVeojna49niiW2pomrpaTA0NZNYmasgET7PJKFT8aRU1dJxgUUMrDNPeUNGoryffRVsakG2JPR7G5aLp9zWB75fPUSyWmmALp8NBjlOHDh00j0FhLTWCIMTsvuKcXnBRw+FAvmGXlJSgf//+eP/99wHEJmqMRiNuuw2oq7sWnTo9CwAQRRLgqtWNZbFYpG7fVNSwMTVaJha9Xs+4alhLTQUAImq0iAiTyaxaqZa11MRijQiOP4nVUkMn+GBR4/O5An+1ixoaW8QiC7fo28IGUYuiPBYNWtYSC0M+bw36bgJtk+F2R08vB4CGBnPgc2XMGMQ6EouocbtpjI8yULixlppNm/yqy7XAipikpKSo55hzesNFDYeD8N2+Y7XU7NwJ1NSMg9HYBiNGHMPmzU8C0H4zt1qtUtAnfdJmm1lqnZzUKtV6PLGJGrPZLFmN2Ek31kBhKmqCrRqxx9TQHlLKlG7qfvL7dRpcNWRb9Hq/QoyQ7aSWmujxT+HjjWK11NBxgkUNPffaSok5HERw+HzlzBjEMldXF/76DoZm8IkiEUSs8Iw1pgYAfv75OuTlPYaPPybLY4lRo7DuJ22B6ZzTGS5qOByEv2HHImrokyzNnDKbc1FTQ9wcWm/mNpstxFLDup+0Tixyb6Jw7idtbiy5Um38MTU0KFlu0UDHIdumpaIwWV+9+i611Pj90W9ner38PWzzSbKd2kUN26uKTVVnCwFqOcYGA812Cw6ipudem6hxOqnFp0ISa/R819drv248Hlp/py6wHfFZavr06QMA+PbbHUhMvFlyDWqv1yTDfoZbaTjR4KKGw0HTiJrgYGMAaGggk4JWUWO1WhlRowwUjkXUqDWRjNX9FK78fqzZTzQTLFjUxFJRmGw/tdQEZz9RMRJ9wpNbP4QWzpOFhZbMMHmdxlhqqDgKds3RY0MtbtFwuej15Zaul3hEjddLU9Xt8Pu9ipTuWCw1F154IQRBwPr167Fnzx4A5DegpXdUJLio4USDixoOB+GfQuOx1KiJGq3uJ5vNJrmfgi01sbifaBo1a6nxeCoBxGapUXc/kQ3UHihMJm6DIXxMjTZLjXpjTGqp0SZqWDGitI7QPklamn2aTOpNJFlLjZZ9ki01wQHHVNRoc7fo9TbYA145GixMz3ddXeyihnx3raL3UyyWmuzsbAwbNgwAsGjRIgDxxdMEo9PxKYsTGX6FcDggWRXXX3897r33XgwePFhaHo+lhrqfgNjr3ahbauQ6NbG6n1gB4PXKokZboHA491NsMTW0oCAt2U+hE6bWcaI1f9QiatiKzMGWGipqBCH6MQ5vxYrVUpMY+O7gY0NbNmgTNRaLBVWBuntU1LjdsYsag0EOVPd6q+KuUwMAQ4cOBQBs2rQJQHzxNKHbx9sVciLDRQ2HE+Diiy/G7NmzkZOTIy1rKvdTLIHC9Inb5ToKIN6YGhobIU+4VNTU1WmbcNmJW81SozWmRqcj+24w+IIqE8dnqQnuRB2LpcZgMEboaE3e0CJq2FpAjYmpMZnIRE/bV8jjUFGjpQ6QUtR4PCRY2OUif2NxPxmNRqlnk9dbHXedGgBo164dAGDXrl0AmsZSw91PnGhwUcPhBMFmW5zsmBqbzYbAgy2Ki9+G3+9VFN/T/rRMs1jkCZdmP9XUaLfUUPcTKwCoFSFWSw35rD3ktdbsJ7nbd7Clxh1YrkXUGKJ2tNZqqZHT3eXtYS012o5xUuC71UWNXI05+vYELjUpW466n+rrtVe0NplMUnsDr7e6UZaa/Px8AEBFBbnumsJS06VLl0aPwWndcFHD4QTBTtRJSUmaP6cmauJxP/3wA1BXp4fLdQhVVcsUlhrtT8t0Egu11MTjfmpMTI3BYJNK5tNJkmyPPGHG0tE6tDEm3bborglW1AQ3+6TuMVo7JhLKTuisqJH7UGnZJ4slKbBdwRWOnYHt0iZGbDY5poaKYNrqwO02aw7QNRqNkqjxeKri7v0EyJYaSmMsNcuWLcOkSZPw1ltvxT0G5/SAixoOJwh2wo8lMLEp3E82mw1uN7B/P9kGl+twXHVq5IaLXogimTDjcT/JlhpW1MixMFrEkdFoYrqGs72oYhtHrvTrDloem6iJVFAQUFqWwhHOUkN7OGmNqTGbI4saLZlYABHNwZYan68aAODxaE+jNhqNUndtj6e8UZaaYFHTGEvNmDFj8N1336F9+/Zxj8E5PeCihsMJIt4CX8F1aoD4UroBoKaG1hqplJ68Y4mNYJtr0kmXHUerpUZNANCGklotNUajMST4mbyOrTKxLGqUlhra+FMQ4hc17Hbp9dFFTThLDe3ZpN1Skxz4TsDvZ4OF6bZpEyRsV2yfrxb19Zvh9x8LbJN2MWIymRDwFsHtPhZ39hMA5OXlKSxETRFTw+FEg4saDieIQYMGxfW5pnA/0cqvNTXkyd3lOiZl6cRmqWEr3jrg93ukYnNa3T3hKgpTt5FWMRJO1LABx1oCQMN1+5azmLS4wtTdT6zVyGjUktKtLmpoxpFW4Wi1pjLbII9Da+Zoie8ByPUlB5gXY/36AdJ7Pp+2asIAOVdlgU4LTmdhowKFTSYTsrOzFdvI4ZxoeH4chxPE9OnTUVpaitGjR8f0uabKfgKAqipvYKx9AACfT4DdLsaQxWIOWAtIYC9rxdAamBsupTvWVGw2o0YpamjWkkFjzIe6+4lumyBoEzXqlprY+lCZzWbGpSaLETY4NxZLjTwOTfGm+6RNSCQmJkruJ4djt+I9UdRuITGZTDhKku5QWfkDABENDTpUVfljdj8BxAV1/PhxaRs5nBMNt9RwOEHo9Xo89NBDGDlyZEyfCxY1oig22lLjcJBqrHa7SfEd0Qi2JNBJ2++PJd3YpJopFGuXbqPRGFJQkIxJxYC2DB9qqQluKQB4A8tjCxRm94nG+mjdp3CWGo+HVvEVNMVj2WwJIeOIol9KL9frtV03bEyNw3FQ8Z7RqN3CYrPZUB5oH+XxlAIADhwgxzVWSw0AdOzYUbGNHM6JhosaDqeJCBY1brcbPl9svZ/oGNSyQS01DQ0GxfvRMJnY4FwH414RpPejoQwUDhU1Ho+gyW3Eiho2UDiWrthA+G7fsXXXNoQJ8CXHx+GIvYaPchwiapxObUZwi8UibY8sPGVLn8GgzbqhDBSukJZ//722c01hRQ1lzx4yTcRjqenRo4diGzmcEw0XNRxOExFcUZi6ngDtN3T6NFxfr1xeXx/bxKK0JDgU1hX6vpYx6MRNC9zR8cgybYXQDAYDY6khx4RkZHkCr7VOutRS4wlaTl01WtoSGMJUAo6tD1U4Sw2t/uxwaBM1VqtVGsfprA2MIdfyoRWHo8HG1FBcrl547jntNWoAdVGzcyexGsZjqenevbv0mrufOCcDLmo4nCYiuPcTdT2ZTCbNGVWCIMBqtUpptZTaWkHxHdEITjlmJ20gdmuEx8MWzaPVbrVN3Er3U0Pgs7Kg0CJGyHrqlhrZ/RS/qIm1uSZ7fNkGm1TUuFzazjcrahyO6sB2sbVhtInYxMTEECHs9RJXZqyWGkaLAwA2bnRL2xor3FLDOdlwUcPhNBH0pl9YWIh33nkn5iBhis1mk9xPlOpq5XdEI9j9xAbC0ve1jEHdTx6PPHHTWBStfYnUsp+ULQq0TrpE1Oh0/qD0Z5rSrU3UqFtYyHZpdT+pWWpEUYQoEjXqcmnbJ3Z7qKiJJ41azVLj8ZDPxmKpCRYeSUlnopLEPjfaUuN2B8dCcThNDxc1HE4TwQqOv//97/j2228BxC5qrFZryFN3dbU/5DsiwYoan0+OqaGiRlslYAPjfmLTn+kkHo+oqVeM4fcDer02AUALCpLvZi093pD3w3Ei3U9EGJFtcbu1CwmnUxf47kpmHLItWgUJG1NDcbtjFzU0UH3p0l5ITT0XBQXvSO/FY6lhr31RFGP+PIcTK1zUcDhNRPBNf8GCBQCAbt26xTSOmqWmosKn+h3hCI6poXEwLpcovR8NQRCkfkpeL9tSgMbUaBc1wYHCVJR4PIDJpG3SZQsKsi4f6o6K1VKjzOiK3/1Ej63XWxX4q70RJQA4nfrA34rAePFZaoKFMBVWsbqfAGD16kwMGLAcHg+peKzT6eIuSvn666/joosuwlVXXRXX5zmcWOCihsNpIoIFx86dOwEAffr0iXkcrxcQRXlCq6jwqn5HOMKldMdiqSGfJRMuKyLkvkTaJkv1mJrYqgkDgMFgUs04EgQi+PR6bZYa9Z5NsdWpYY8vrSJMRQ1pQ6FdSLhcJDaJ9mqKx/2UmJgIjwfS8SGfJ9sQj/uJuk7LA1HD6enpmvtHBXPzzTfj66+/lgQTh3Mi4aKGw2kiwgmOWEUNvfmLohzfUFbmifgdwYRL6Y4lpoZsA5lwqfuJZC3RmJqmETVat8VoNKoKEp2Oup+iT97hA4Vja67JWmpoELVS1Gi3arjdxsDf6sB2ycUNY7HUAFC4oJxOMm48lhp7IECnLFBeOCMjQ/MYHE5z0iJETWFhIW644QZ07NgRVqsVnTt3xuOPP84DzzinFOEmoHgsNQDgcnWRltXUKN+Lhs1mUw0UjiWlm0BFDRUyssXG79dmAYiU/aS1ECAQbGWRt0On8wX+xhpT0zSWGnps5cJ7sQkJKmr8/rrAeHLQcqyiJlC8FwBgt5NzF09MTbCoyczM1DwGh9OctIg2Cbt27YLf78cbb7yBLl26YNu2bbjxxhvR0NCAF154obk3j8MBEL5/Ua9evWIah04sx49PQZ8+BuzcuRpFReS9WEQNm3JMXQexu5+MgTHsgb+yKUBrKrbBYJAChWlMTbyWmuDWBKT6LgmijtX9xAY/U/eaVneYTqeD16sD4Jc+G6+lxuOhx5jWqSHBMQ6HdkFCr5kffgBoFrXdTq7HprDUcFHDaSm0CFEzYcIETJgwQfp/p06dsHv3brz22mtc1HBOSfLz8zFkyBB06dIFSUlJMX2WCpf6eiAz830MHSqXmjcYtBd1o4GjHk8J9PoUAGTSFgRB86TrcpFJ1e8nE7Yy9Vm7pSY0+6mxlhqaPeVi3o8u+MJldNGg4VhifEidHrckaqgoaWiIVdTQY0wtNbKo0Wqp0ev1sFqtWLrUgbvvJstqapoupoaLGk5LoUWIGjVqamqQlpYWcR2XywWXS77p1QYqmnk8Hng8wQW84oeO1ZRjnmq09n1s6v0bOHAgPvnkk7jGpGmwVVVVqKioULzn9XrVPhKCyWTCwUALoLq6LUhMHAhADj7VOo7DQSfcSng8HrjdtLgcFQja9o1aiDye+sDvj0zcbrf2cXQ6nSRI3O46eDweeL1syo8x8B3hxxJFkSko2CCtS4N95feibw9JaXfD67UHjk2ttK9Go1HzsfF4iPjw++sCx4ZWJQ49NpGu04SEBJSXO5CUtAgdO+bgv/99FwARPFq3hYoxu90Ot9uNkpISAEBaWtpJ+e239vsM0Pr38UTtn9bxWqSo2bdvH+bPnx/VSvPss8/iySefDFn+448/npBI/KVLlzb5mKcarX0fm2r/6urqsHjx4rg+S4XMxo0bFU/8c+fO1Tzmjh07cOAAeV1d/SfKyiwwm4kY0ev1mscpLyfix+erwOLFi6HX70FiIpm4a2trNY3jcDgkUdPQUI7FixfDYFiLhAQiaioqKjSNs2/fPrRpQ17/8cdqeL0eCEI1kgONrg8cKEKfPgMjnkMiPsjr48eLcOgQ+V6brQhGI9meNWvWoLCwMOr20HFqa8k+mc1bYLGQY1NdXa35GFdVkYEaGkqxePFiWCxbYTaTcTZs2IC64Px+qF+n1MW4fPkBdOtmwMGAqj148KDmbaFuJ1EU8dVXX2HLli0AgNLS0riv53ho7fcZoPXvY1Pvnz24umQYmlXUzJo1C3PmzIm4zs6dOxWlto8ePYoJEybgyiuvxI033hjxsw8++CDuvfde6f+1tbXIz8/HuHHjkEzvhE2Ax+PB0qVLcf7558ddy+FUp7XvY1Pv34ABAzBp0qS4Prtx40Z8/fXXSE9Pl+JxBg8ejDvuuEPzGFarFXPmAD4foNfXIyvLg5oaMlEmJiZq3rZ58/4PwGEYjS5MmDAWdXUJ2LaNjJOTk6NpHKfTiQcfJK9NJj8mTZqE0tIq7N1LhEH79u01jbNv3z5JSAwa1BsZGZPgch3G+vVknD59+gJAxHPo8/nw9tvkdXp6MgYMIN+7Y8frqKoi44wdOxYdOnSIuj3//rcNQAMSEowYOXISDhz4CcXFxMKSm5ur+Rj/+OPTAA4hMVHAeedNwr5936GkhIxz3nnnoV+/ftK6ka7TjIwMlJWVoX///jj33HPxwQcfAAD69++veVtYC95ZZ52FV199FQBwzjnnxH09x0Jrv88ArX8fT9T+1Qb3jglDs4qa++67D9OmTYu4TqdOnaTXx44dw7nnnouRI0fizTffjDq+2WxW9ScbjcYTcjGdqHFPJVr7PjZ2/2bMmIEPP/wQM2fOjHsc6latq6uTnk5SUlJiGi85ORkeD1BSYkRengd1desAEEuN1WqNIW4kISCMAKAGgkDcuU4n+X1pDaqVA4XtMBqNUhVgmrasZRyLxSKlLAuCJ+DiIUHCHo8cixTpHBoMBqn1gyi6pPVop2+PhwTLajs+pqBxyE7GcmzI522BfXLAaDRCFOWO4YmJiarjqO0jdVu6XGR7qECJ5XwbjcZAZpcbHo9HiqnJzc09qb/71n6fAVr/Pjb1/mmOvWuyb4yDzMxMzQFoR48exbnnnovBgwdjwYIF0OlaRDY65zRjzpw5mD17dtyFygAgNTUVAHFh1ARyuWO1LFL3alGRDnl5yjYAsQSOms0W1NQAaWmAx1MWc+VdgLi7qPtJFJ0QRZ+ionAsgcKh2U+xjUOqJJtAAnxDWz/EEijMihpAWesmlowjv5+cK52OBhzHHigMyOecNlSl8YSxnG86jtvtht1u59lPnBZHi1AGR48exejRo9G+fXu88MILKCsrw/Hjx3GcLcrA4ZwiNEbQAMQqA5BgeGpypcu0IqeF+xXLSedn7ROlyWSSmmm63aUxN36ksC0VfL6GJiu+F08WlU5nCmwHm9LtjHkcQaDH0R0YI7YCfjLkXOn1ToiiGLeoCe4ST+t4xSKwAPnaKSkpkSw1WVlZMY3B4TQXLSJQeOnSpdi3bx/27duHdu3aKd7jTdI4rY2msNRQV0xxsU+xPJbS+4BS1Hg8ZQqLTyyTpSga4fd7oNNRUSOnUGsdR1ljhkzc7DjaRY0ZQH1Q8b3Y6tQAbJ0epahxOIDMTO2iRhASA3/98Pvt8HrrpHFiOVf0nDsDZrF4LTU0rfvjjz+G3+9Ht27dkJ2dHdMYHE5z0SIsNdOmTYMoiqr/OJzWRlNaakpKGmepMZvNUjVj4n6KzxphMCirClNBEYtlJJqlRuvkTRtjKrt0x2PxkS01rIUl1mOj09ngC2hPr7dGSlOPVYBSURPsforXUvPaa68BACZPntxo6yOHc7JoEaKGwzmdYC01VNTEG1MTCImQiPXpX+l+il/UBHfqjsf9pFZ8j42p0SpqdDqr4rNkvHgsPuQ4CoIIUfRK1ZIdjtiEhMlkRmkpeV1Tsxo+n2ypiWWccO6nWC017MOiyWTClClTYvo8h9OccFHD4ZxiUKuM0+mUAjVjFTUmkwk6nS5E1BQVxTbJhXM/xSNq5KrCDXFZRtR6P7HjaBUAtJ0CzXgi4xCR5PUKmpMQ5Jga2l9LFnyxCsdly8jr4uK3pXF8PmNMFpKmcj+xNXqWL1+O7t27x/R5Dqc54aKGwznFYAVMUaDpU6zuJ0EQYLVaUVkpL/N4ktDQELv7iRU1dMKNNaZG2dSyPu5A4eDsp3jcT3o9bafAihp34G8sLjWrVIHY661WiJrYMszMWLKEvK6qWgq/vzKwLdrPExDqfoo3UPjhhx9GmzZt8NNPP2HUqFExfZbDaW64qOFwTjH0er3UL4qKmniKRdpscqwGADidZIzGZD9RS02s2U9Nb6lRihq3W7uQMBrJ5C8Ictl1UaRBw9pzJ0wmM2g9MI+nslGWmmPHAK/XAEB2/YhibKIm2P0Ur6VmxowZKC8vx3nnnRfT5zicUwEuajicUxBqmaEl8mO11AAIaQVSVtYZQNMECsdSpwYIttQ0RUo3mbjjqXej19NsIy/8fk8ghoQKHO37ZDabQTsYeDzlCsEXq4sPAOx2ZUNOQdDWkZ0S7H6K11IDgNcB47RY+JXL4ZyC0GBhSryWGsI8tG8/C7t3DwLQuJRuWnyvuQKFm8L9RFOoAZJtxGZBkSaV2jCZTJLgc7uPglpZYnU/0f1vaJDPi89HU8+1Ey77KVZLDYfTkuGihsM5BQkWNdE60qshT3Jd0KnTs3A4iC8q1gm3qoq89nqr4PORWTzWqrnBlpp4KwqHup/k9gZat8diSQDtjef1VimyoGiVYC2YzbL7yekskpbHU+AQAOrq5PNCstRis9Q0VfE9Dqclw0UNh3MKElyWPp6KrtRSQ/tHUbdErO6nujrA7xcCY5DJO1b3k8FgYGJq6uNqKRDN/aRVrFmtVslt5PVWK4rwCUJslho6jstVFNgOHfz+2AOFAaCuTv7uWFPvAW6p4XAALmo4nFOSvLw86XV6enpcjeGaQtSYTCaIIuB0EuHhch0GADQ0NC6mJp52C2qWGq9XrgSs3VJjQT2pbxcQNWyNmljqy5gYS83hwBh66TtiGQcAamrk4xBrlhqgjKnxer3w+/2K8Tmc0wEuajicU5Dc3Fzpdbwl6ptC1NB17XY64ZK4kYaG2N1PbPZTvJYaVhgBgMdjD/yNzVIji5qqOJtZKoOoqaXG7Rak97RC97+6Wr4db93aOEsNdT3Fui0cTkuHixoO5xSkKUQNneQaI2qoMKqvV6Y6N8ZS4/c3KFoKxCJqZLdRVeCvI/BX+zhKURNsqYnP/SS75cgtNR5RU1Ul345/+y12McLG1FDXU6zbwuG0dLio4XBOQVhRk5OTE9cYVJA0JsaCCqO6Or1ieTyihlpqvN46RUuBWHo/ySnUlRBFEV4vEWyxCBKLxaIQR42x1FD3E90fKtzicT9VVMi34z//bJz7ibXUGAwtom8xh9MkcFHD4ZyCNIWlhnZbrq+nVpH4LTU1Ncpy/fGImgYy78Pnq1XE1NDJOBpsDIsougMdrWm7BL3mlgLhLDWxZGIFbw+Fipp4AoWPHtWhW7c3sHfv9JgL+AFK9xMrYHkzSs7pBJfwHM4pCBsoHE86NyDXtqEF/OIRNXSirKqSu3273Tr4fP6YY2qoqPF4yiGKnsA2yeIrGiaTCU4ncTUZDIDHUwWfjza21H4rY7OfPB45pbsxlhqKw0FijuKx1LjdbuTl3YTS0rKYx2DXZ2NqeJAw53SDW2o4nFOQjIwM6XW8T9pU1NBO342x1FRWyqLG6SSuqHgtNS7XMWas0MrHkcYAIAmJ+vo/4XD8FFimfVssFou0LWxKdzyWGiqOKHY7ETXxxNRQ60o85wlQup+oy5HH03BON7io4XBOQdgy9Von/WCoqKmpoQXz4hc15eVeaZnDQbYt1jo1sqWmBACxuHi9sVlqAEhC4uDBhyGKtdi+HdiwIUnztoRmP8VvqaFxQhS73S+9pxXWUgPI5ylWQcK6n6oDZaCDizhyOK0dLmo4nFOUhx9+GH369MH1118f1+eDLTXUEhCP+6msTG7+aLfHLmpYSw2FCgKtooZ+HxU1DQ3bAAAffwwYDLHtk1rxvXgsNcGipqGBiJp43U9A/JYaur7X60VZGXFhtWnTJqYxOJyWDhc1HM4pyv/93/9h69atcT9th3M/xWIBoJaakhI5RdhuJ+6weGNqKDSoNlZRExzHsmVLbNuiLL4Xv6XGZDLB7ycxRhQqauIJFG6sqGEDrouLiwFwUcM5/eCihsNppdDO3rW1tViyZAlKSojbJx5LDW1qCQANDUTUNIWlRq/XaxYkOp0OBoNBEcciih1QWxt7mjoVRqS7dnyWGvqdtDYN0LiUbmpJi8eiFrz+HXfcAYCLGs7pBxc1HE4rhbXU3HnnndJyNgg5GlTUEBFAxAwVJ7GKGp8P8Hrlz9DMp1gCoY1Go8JS4/X2ARCbpcZqtaKykn6+Cj4fGTAeSw0AOJ3y9seT0t1U7ic2DovCRQ3ndIOLGg6nlcIGClN3xJ133hlTirjRaITRaITfD+h0ZIKsq4s9boSKBa9XFh8OR+xB0CaTSXIdAYDT2R9AbCLCYrGgtpZYZsgYhwDEb6lxOJSiRhCEuMSR3++Hz+eLO1BYDS5qOKcbXNRwOK0UKmqcTicaAuaVYcOGxTwOtdZQUVNdTdRAYmKi5jHoJO92y6Imlho1FJPJBFaTNTR0k5ZrRa69Q8fYDgCor4/XUiMvczpjL3jHihe32x23pUYNLmo4pxtc1HA4rZSkJGWas06niys9XP5MKgCgupqkd8cjajyeUPdTLBiNRqxcSV4nJQ2ByxV7XRj6nRUV5P91dRsAAGVl8Vlq2FghhyN2CwsryBoras455xzF/7mo4ZxucFHD4bRSjEajQsSkpaWpxl1Eg1o2RLEXAB327CHL4xE1Lpdc+TdeS82mTYDZ/C76918eV+VcKvaoqKF9myoq4rPU0CrCAOJqb8B+p8vlijtQGAC+++47XHXVVdL/uajhnG5wUcPhtGKoCwqIv90CFUYez1R07rwV27cTq08sky5tquhyyRO4wxGfpQYAfL6uMBiS4mrSaTQaYbFYpGBhSnl5fKKmvp6tthy7pYaNwWmspSYhIQFDhw6V/s9FDed0g4saDqcV05Sixm53wOkkk29iYmLMWUsA4HLJ3b7jtdQAcqZQvD2OkpOTJUsNJVZRI7ufZFHjcMQnRuhYTqez0TE1bN8wLmo4pxtc1HA4rZimEDVs+X3a8TteC4vDIYuaeLOfAMATSF2Kx1IDEBdUsKUmXvdTQ4PS/RRP1hI9nna7vdHZT2yHdy5qOKcbXNRwOK0YVtSkp6fHNYZsqbFLoiaWeBpAFgu7d+dIy8rL4xdHTWGpKS+X/+92G+FyKavyRkNO6ZaXxRMoDMjHs76+vtGWGlbIcFHDOd3goobDacWwk1q8ooZO9Ha7XUoNj1fUHDmSjJEjS/Hnn5fjxx8b736K11KTnJyMzZvZcYnlJ55KwD6fvCyeQGFAKWoaEygMAF27dkVaWho6dOigELUczukAFzUcTitmxIgR0uvGxtSw7qd4RY3H44HJlInCwryYOnSrjQPEb6lJSkqCwwE4nZ0BAA4H+XyslYBp/yeKy9X8lhqz2YzDhw9j586dMcU9cTitAS5qOJxWzAUXXCC9jjdGg7XUNDamhlohqMWnOS01ALB373XIzr4WX345AEBsQkIQBKSkpECUQ2rg9zfOUlNXV9doSw1AhGhTFO/jcFoaXNRwOK2Y7t27S6+Di/FphY2pidf9RF1f5YFAFrvdDqD5RA09FlVVQM+e/8HevWQ7YhUCqampClETz7YA8vGsYFKymqJNAodzusFFDYfTihEEAStWrMA999yD6667Lq4xmiJQmGbkHD9+HIBsqYk1+6mp3E9ss08g/iaSKSkpIVlUsR4b9jPlTPQyt7RwOLFjiL4Kh8NpyYwePRqjR4+WhECsUKtGXV2d9DpeUVNRUQG32x23OGpqS01dXZ1inHgsNcuXA/X156GoKAXAF3GJGrl1A7HUxNoUk8PhELilhsPhRIQGGFdWVsYdU5OWliZN0sePH5fERKwuseA6NY5APnWsFp9wlppYxVFKSgr8fuDQocuwf39HAI2z1FBRY7FYeJAvhxMHXNRwOJyIsKIm3pgaQRCQk0Nq1BQXF8ctaoLr1NDYnFhFTbClpjHuJwCorq6O2/rEfoa6n7jricOJDy5qOBxORGitm6qqqkZN3GxcDbWQxFpHJdj9FG9sTlPF1KSmpgIAampqmlTU8CBhDic+uKjhcDgRUXM/NUbUNIWlhrqfThVLTVOLGm6p4XDig4saDocTkaZwPwGyqDl27JgkAOKNqWms+ynYUtOYQGFA6X6KNd4IkI9nSUkJgPjT7zmc0x0uajgcTkSoqHE4HDh27BiA+EQNjanZt2+ftKy5RA1b7A5oXKAwQCw1jRF8wZ8ZMGBAzGNwOBwuajgcThSSk5Oh15Pu2rt27QIA9O3bN+ZxaAG+Q4cOAQD0en1MDSSBpnM/URHR0NAAr9cLX6CBU3MHClOGDh0a8xgcDofXqeFwOFEQBAFt2rSR4j06d+6MgoKCmMehAqa0tBQAsdLEmrbcVJYa6iKy2+3SGED87qd169ZJyxpTp4bCRQ2HEx/cUsPhcKLCNsMcM2ZMXGOoiZpYYUWN3++X3EbxWmoAEitEidf9FG7seLbHZDKhf//+MY/B4XC4qOFwOBqgad0AMHbs2LjGoKKGBufGI2pY9xMtvAfELmqsVqtkJaIF74xGo+Rm00pmZmbIssaKmgkTJvCUbg4nTrio4XA4UTl69Kj0euLEiXGNERw/E2uNGkBpqWHdRrHG5giCENKaIB4h0a5dO7zwwguKZY0VNVOnTo358xwOh8BFDYfDiQrrooln0gZChUdjLTVU1FgsFuh0sd/KgkVNvLVh7rvvPsW+xXN82rRpg3HjxmH06NG4+OKL49oODofDRQ2Hw9HAe++9h8zMTKxcuTLuMZpC1KhZamJ1PVGasuAdG1sTa8dwgFiOfvjhB6xYsQIGA8/f4HDihYsaDocTlSuvvBKlpaU455xz4h6jqUVNvC0SKNRS0xSihmZBcTic5oWLGg6Hc1JoipgaNfdTYy01jXU/AVzUcDinClzUcDick8Kp6n5qClGjltrN4XBOPlzUcDick0JTBgo3hahpiuwnSjzFCDkcTtPDI9I4HM5JIVjUxGPdoEKopqbmlAoUfuqpp7B+/Xpcf/31cY/B4XAaDxc1HA7npBAsGuIRNbTTd3FxsRQoHE9XbPZzTeF+ysrKwoYNG+L+PIfDaRq4+4nD4ZwUBEFQCId4gmupqHE6nVLH8FPBUsPhcE4NuKjhcDgnDVaAxGOpsVqtUsuGffv2hYwZC2xTS4CLGg6nNcBFDYfDOWmwcTXxZgzl5eUBaLyoCa78G2urBQ6Hc+rBRQ2HwzlpsMIh3touVNTs3r0bQONjaiiXX355XONwOJxTBy5qOBxOs9BYS01NTY3i/7HCWmquu+46TJgwIa5xOBzOqQMXNRwO56Thcrmk1/E2xgwWMe3atYtrHJ/PJ72eMWNGXGNwOJxTC57SzeFwThput1t6LQhCXGPQDChKfn5+XOOceeaZ0Ov1GDt2LHr37h3XGBwO59SCixoOh3PSYC018dKpUyfF/+O11HTp0gUlJSVxVTbmcDinJlzUcDickwZrqYmXQYMGKf6flZUV91jp6emN3RwOh3MKwWNqOBzOSaMpRE2w+0mn47cxDodD4HcDDodz0vB6vc29CRwOpxXT4kSNy+XCgAEDIAgCNm3a1Nybw+FwmoFx48YBiD+dm8PhtE5anKiZMWMGv5FxOC0UGuQbb+E9ysKFC3HLLbdg8eLFTbBVHA6ntdCiRM3333+PH3/8ES+88EJzbwqHw4mDb7/9FldeeSV++eWXRo2Tk5OD1157Df3792+iLeNwOK2BFpP9VFJSghtvvBFffvml5l4vLpdLkUJaW1sLAPB4PPB4PE22bXSsphzzVKO172Nr3z/g1NjHLl264IMPPjgh23Eq7N+JprXvY2vfP6D17+OJ2j+t4wmiKIpN+s0nAFEUMWnSJIwaNQqPPPIICgsL0bFjR2zcuBEDBgwI+7knnngCTz75ZMjyDz/8MO4meBwOh8PhcE4udrsdV199NWpqapCcnBx2vWYVNbNmzcKcOXMirrNz5078+OOP+PTTT/Hzzz9Dr9drFjVqlpr8/HyUl5dHPCix4vF4sHTpUpx//vkwGo1NNu6pRGvfx9a+f0Dr38fWvn9A69/H1r5/QOvfxxO1f7W1tcjIyIgqaprV/XTfffdh2rRpEdfp1KkTli9fjrVr18JsNiveGzJkCKZMmYKFCxeqftZsNod8BgCMRuMJuZhO1LinEq19H1v7/gGtfx9b+/4BrX8fW/v+Aa1/H5t6/7SO1ayiJjMzE5mZmVHXmzdvHv7v//5P+v+xY8cwfvx4fPLJJxg2bNiJ3EQOh8PhcDgthBYRKNy+fXvF/2l3386dO8fd94XD4XA4HE7rokWldHM4HA6Hw+GEo0VYaoLp0KEDWkDSFofD4XA4nJMIt9RwOBwOh8NpFXBRw+FwOBwOp1XARQ2Hw+FwOJxWARc1HA6Hw+FwWgVc1HA4HA6Hw2kVcFHD4XA4HA6nVcBFDYfD4XA4nFZBi6xTEy+0tk1tbW2TjuvxeGC321FbW9tqe3m09n1s7fsHtP59bO37B7T+fWzt+we0/n08UftH5+1oNepOK1FTV1cHAMjPz2/mLeFwOBwOhxMrdXV1SElJCfu+IJ5GpXn9fj+OHTuGpKQkCILQZOPW1tYiPz8fhw8fjtgSvSXT2vexte8f0Pr3sbXvH9D697G17x/Q+vfxRO2fKIqoq6tDXl4edLrwkTOnlaVGp9Od0AaYycnJrfIiZWnt+9ja9w9o/fvY2vcPaP372Nr3D2j9+3gi9i+ShYbCA4U5HA6Hw+G0Crio4XA4HA6H0yrgoqYJMJvNePzxx2E2m5t7U04YrX0fW/v+Aa1/H1v7/gGtfx9b+/4BrX8fm3v/TqtAYQ6Hw+FwOK0XbqnhcDgcDofTKuCihsPhcDgcTquAixoOh8PhcDitAi5qOBwOh8PhtAq4qGkCXn31VXTo0AEWiwXDhg3D77//3tybpIlnn30WZ5xxBpKSkpCVlYW//OUv2L17t2Kd0aNHQxAExb9bbrlFsU5RUREuuOAC2Gw2ZGVl4YEHHoDX6z2Zu6LKE088EbLtPXr0kN53Op24/fbbkZ6ejsTERFx++eUoKSlRjHGq7hulQ4cOIfsoCAJuv/12AC3v/P3yyy+46KKLkJeXB0EQ8OWXXyreF0URjz32GHJzc2G1WjF27Fjs3btXsU5lZSWmTJmC5ORkpKam4oYbbkB9fb1inS1btuCss86CxWJBfn4+nnvuuRO9axKR9tHj8WDmzJno27cvEhISkJeXh+uuuw7Hjh1TjKF23mfPnq1Yp7n2Mdo5nDZtWsi2T5gwQbFOSz6HAFR/k4Ig4Pnnn5fWOZXPoZa5oanunytXrsSgQYNgNpvRpUsXvPfee43beJHTKD7++GPRZDKJ7777rrh9+3bxxhtvFFNTU8WSkpLm3rSojB8/XlywYIG4bds2cdOmTeKkSZPE9u3bi/X19dI655xzjnjjjTeKxcXF0r+amhrpfa/XK/bp00ccO3asuHHjRnHx4sViRkaG+OCDDzbHLil4/PHHxd69eyu2vaysTHr/lltuEfPz88WffvpJXL9+vTh8+HBx5MiR0vun8r5RSktLFfu3dOlSEYC4YsUKURRb3vlbvHix+PDDD4uff/65CED84osvFO/Pnj1bTElJEb/88ktx8+bN4sUXXyx27NhRdDgc0joTJkwQ+/fvL/7222/ir7/+Knbp0kW86qqrpPdramrE7OxsccqUKeK2bdvEjz76SLRareIbb7zR7PtYXV0tjh07Vvzkk0/EXbt2iWvXrhWHDh0qDh48WDFGQUGB+M9//lNxXtnfbXPuY7RzOHXqVHHChAmKba+srFSs05LPoSiKin0rLi4W3333XVEQBHH//v3SOqfyOdQyNzTF/fPAgQOizWYT7733XnHHjh3i/PnzRb1eLy5ZsiTubeeippEMHTpUvP3226X/+3w+MS8vT3z22Webcavio7S0VAQg/vzzz9Kyc845R7z77rvDfmbx4sWiTqcTjx8/Li177bXXxOTkZNHlcp3IzY3K448/Lvbv31/1verqatFoNIr/+9//pGU7d+4UAYhr164VRfHU3rdw3H333WLnzp1Fv98vimLLPn/Bk4Xf7xdzcnLE559/XlpWXV0tms1m8aOPPhJFURR37NghAhD/+OMPaZ3vv/9eFARBPHr0qCiKovjvf/9bbNOmjWL/Zs6cKXbv3v0E71EoahNiML///rsIQDx06JC0rKCgQHzppZfCfuZU2cdwouaSSy4J+5nWeA4vueQS8bzzzlMsaynnUBRD54amun/OmDFD7N27t+K7Jk+eLI4fPz7ubeXup0bgdruxYcMGjB07Vlqm0+kwduxYrF27thm3LD5qamoAAGlpaYrlH3zwATIyMtCnTx88+OCDsNvt0ntr165F3759kZ2dLS0bP348amtrsX379pOz4RHYu3cv8vLy0KlTJ0yZMgVFRUUAgA0bNsDj8SjOXY8ePdC+fXvp3J3q+xaM2+3G+++/j+uvv17RsLUlnz+WgwcP4vjx44pzlpKSgmHDhinOWWpqKoYMGSKtM3bsWOh0Oqxbt05a5+yzz4bJZJLWGT9+PHbv3o2qqqqTtDfaqampgSAISE1NVSyfPXs20tPTMXDgQDz//PMKs/6pvo8rV65EVlYWunfvjltvvRUVFRXSe63tHJaUlOC7777DDTfcEPJeSzmHwXNDU90/165dqxiDrtOY+fO0amjZ1JSXl8Pn8ylOGgBkZ2dj165dzbRV8eH3+/GPf/wDo0aNQp8+faTlV199NQoKCpCXl4ctW7Zg5syZ2L17Nz7//HMAwPHjx1X3n77XnAwbNgzvvfceunfvjuLiYjz55JM466yzsG3bNhw/fhwmkylkosjOzpa2+1TeNzW+/PJLVFdXY9q0adKylnz+gqHbo7a97DnLyspSvG8wGJCWlqZYp2PHjiFj0PfatGlzQrY/HpxOJ2bOnImrrrpK0RzwrrvuwqBBg5CWloY1a9bgwQcfRHFxMebOnQvg1N7HCRMm4LLLLkPHjh2xf/9+PPTQQ5g4cSLWrl0LvV7f6s7hwoULkZSUhMsuu0yxvKWcQ7W5oanun+HWqa2thcPhgNVqjXl7uajhAABuv/12bNu2DatWrVIsv+mmm6TXffv2RW5uLsaMGYP9+/ejc+fOJ3szY2LixInS6379+mHYsGEoKCjAp59+GteP5VTnnXfewcSJE5GXlycta8nn73TH4/Hgr3/9K0RRxGuvvaZ4795775Ve9+vXDyaTCTfffDOeffbZU778/t/+9jfpdd++fdGvXz907twZK1euxJgxY5pxy04M7777LqZMmQKLxaJY3lLOYbi54VSFu58aQUZGBvR6fUjEd0lJCXJycpppq2LnjjvuwLfffosVK1agXbt2EdcdNmwYAGDfvn0AgJycHNX9p++dSqSmpqJbt27Yt28fcnJy4Ha7UV1drViHPXctad8OHTqEZcuW4e9//3vE9Vry+aPbE+n3lpOTg9LSUsX7Xq8XlZWVLeq8UkFz6NAhLF26VGGlUWPYsGHwer0oLCwE0DL2kdKpUydkZGQorsnWcA4B4Ndff8Xu3buj/i6BU/Mchpsbmur+GW6d5OTkuB88uahpBCaTCYMHD8ZPP/0kLfP7/fjpp58wYsSIZtwybYiiiDvuuANffPEFli9fHmLqVGPTpk0AgNzcXADAiBEjsHXrVsVNiN6Ee/XqdUK2O17q6+uxf/9+5ObmYvDgwTAajYpzt3v3bhQVFUnnriXt24IFC5CVlYULLrgg4not+fx17NgROTk5inNWW1uLdevWKc5ZdXU1NmzYIK2zfPly+P1+SdCNGDECv/zyCzwej7TO0qVL0b1791PCbUEFzd69e7Fs2TKkp6dH/cymTZug0+kkt82pvo8sR44cQUVFheKabOnnkPLOO+9g8ODB6N+/f9R1T6VzGG1uaKr754gRIxRj0HUaNX/GHWLMEUWRpHSbzWbxvffeE3fs2CHedNNNYmpqqiLi+1Tl1ltvFVNSUsSVK1cq0grtdrsoiqK4b98+8Z///Ke4fv168eDBg+JXX30ldurUSTz77LOlMWja3rhx48RNmzaJS5YsETMzM0+JtOf77rtPXLlypXjw4EFx9erV4tixY8WMjAyxtLRUFEWSkti+fXtx+fLl4vr168URI0aII0aMkD5/Ku8bi8/nE9u3by/OnDlTsbwlnr+6ujpx48aN4saNG0UA4ty5c8WNGzdKmT+zZ88WU1NTxa+++krcsmWLeMkll6imdA8cOFBct26duGrVKrFr166KdODq6moxOztbvPbaa8Vt27aJH3/8sWiz2U5aOnCkfXS73eLFF18stmvXTty0aZPid0kzRtasWSO+9NJL4qZNm8T9+/eL77//vpiZmSled911p8Q+Rtq/uro68f777xfXrl0rHjx4UFy2bJk4aNAgsWvXrqLT6ZTGaMnnkFJTUyPabDbxtddeC/n8qX4Oo80Notg090+a0v3AAw+IO3fuFF999VWe0n0qMH/+fLF9+/aiyWQShw4dKv7222/NvUmaAKD6b8GCBaIoimJRUZF49tlni2lpaaLZbBa7dOkiPvDAA4o6J6IoioWFheLEiRNFq9UqZmRkiPfdd5/o8XiaYY+UTJ48WczNzRVNJpPYtm1bcfLkyeK+ffuk9x0Oh3jbbbeJbdq0EW02m3jppZeKxcXFijFO1X1j+eGHH0QA4u7duxXLW+L5W7Fiheo1OXXqVFEUSVr3o48+KmZnZ4tms1kcM2ZMyH5XVFSIV111lZiYmCgmJyeL06dPF+vq6hTrbN68WTzzzDNFs9kstm3bVpw9e/bJ2sWI+3jw4MGwv0tae2jDhg3isGHDxJSUFNFisYg9e/YUn3nmGYUoaM59jLR/drtdHDdunJiZmSkajUaxoKBAvPHGG0MeAlvyOaS88cYbotVqFaurq0M+f6qfw2hzgyg23f1zxYoV4oABA0STySR26tRJ8R3xIAR2gMPhcDgcDqdFw2NqOBwOh8PhtAq4qOFwOBwOh9Mq4KKGw+FwOBxOq4CLGg6Hw+FwOK0CLmo4HA6Hw+G0Crio4XA4HA6H0yrgoobD4XA4HE6rgIsaDofD4XA4rQIuajgcDofD4bQKuKjhcDgcDofTKuCihsPhcDgcTquAixoOh9OiGD16NO666y7MmDEDaWlpyMnJwRNPPAEAEEURTzzxBNq3bw+z2Yy8vDzcddddzbvBHA7npGFo7g3gcDicWFm4cCHuvfderFu3DmvXrsW0adMwatQo1NTU4KWXXsLHH3+M3r174/jx49i8eXNzby6HwzlJ8C7dHA6nRTF69Gj4fD78+uuv0rKhQ4fivPPOQ1ZWFt544w1s27YNRqOxGbeSw+E0B9z9xOFwWhz9+vVT/D83NxelpaW48sor4XA40KlTJ9x444344osv4PV6m2krORzOyYaLGg6H0+IItsIIggC/34/8/Hzs3r0b//73v2G1WnHbbbfh7LPPhsfjaaYt5XA4JxMuajgcTqvCarXioosuwrx587By5UqsXbsWW7dube7N4nA4JwEeKMzhcFoN7733Hnw+H4YNGwabzYb3338fVqsVBQUFzb1pHA7nJMAtNRwOp9WQmpqKt956C6NGjUK/fv2wbNkyfPPNN0hPT2/uTeNwOCcBnv3E4XA4HA6nVcAtNRwOh8PhcFoFXNRwOBwOh8NpFXBRw+FwOBwOp1XARQ2Hw+FwOJxWARc1HA7nhDFt2jT85S9/Oenf+8QTT2DAgAEn/Xs5HE7zwkUNh8M5Ybzyyit47733mnszQli5ciUEQUB1dXWTjVlYWAhBELBp06YmG5PD4cQGL77H4XBOGCkpKc29CRwO5zSCW2o4HE6jWLRoEfr27Qur1Yr09HSMHTsWDQ0NAELdT3V1dZgyZQoSEhKQm5uLl156CaNHj8Y//vEPaZ0OHTrgmWeewfXXX4+kpCS0b98eb775puI7Z86ciW7dusFms6FTp0549NFHNfd3KiwsxLnnngsAaNOmDQRBwLRp0wAAfr8fzz77LDp27Air1Yr+/ftj0aJF0merqqowZcoUZGZmwmq1omvXrliwYAEAoGPHjgCAgQMHQhAEjB49OpbDyOFwmgAuajgcTtwUFxfjqquuwvXXX4+dO3di5cqVuOyyyxCupue9996L1atX4+uvv8bSpUvx66+/4s8//wxZ78UXX8SQIUOwceNG3Hbbbbj11luxe/du6f2kpCS899572LFjB1555RW89dZbeOmllzRtc35+Pj777DMAwO7du1FcXIxXXnkFAPDss8/iP//5D15//XVs374d99xzD6655hr8/PPPAIBHH30UO3bswPfff4+dO3fitddeQ0ZGBgDg999/BwAsW7YMxcXF+PzzzzUeRQ6H01Rw9xOHw4mb4uJieL1eXHbZZVJ/pb59+6quW1dXh4ULF+LDDz/EmDFjAAALFixAXl5eyLqTJk3CbbfdBoBYZV566SWsWLEC3bt3BwA88sgj0rodOnTA/fffj48//hgzZsyIus16vR5paWkAgKysLKSmpgIAXC4XnnnmGSxbtgwjRowAAHTq1AmrVq3CG2+8gXPOOQdFRUUYOHAghgwZIn03JTMzEwCQnp6OnJycqNvB4XCaHi5qOBxO3PTv3x9jxoxB3759MX78eIwbNw5XXHEF2rRpE7LugQMH4PF4MHToUGlZSkqKJFRY+vXrJ70WBAE5OTkoLS2Vln3yySeYN28e9u/fj/r6eni9XiQnJzdqX/bt2we73Y7zzz9fsdztdmPgwIEAgFtvvRWXX345/vzzT4wbNw5/+ctfMHLkyEZ9L4fDaTq4+4nD4cSNXq/H0qVL8f3336NXr16YP38+unfvjoMHDzZqXKPRqPi/IAjw+/0AgLVr12LKlCmYNGkSvv32W2zcuBEPP/ww3G53o76zvr4eAPDdd99h06ZN0r8dO3ZIcTUTJ07EoUOHcM899+DYsWMYM2YM7r///kZ9L4fDaTq4qOFwOI1CEASMGjUKTz75JDZu3AiTyYQvvvgiZL1OnTrBaDTijz/+kJbV1NRgz549MX3fmjVrUFBQgIcffhhDhgxB165dcejQoZjGMJlMAACfzyct69WrF8xmM4qKitClSxfFv/z8fGm9zMxMTJ06Fe+//z5efvllKYhZbUwOh3Ny4e4nDocTN+vWrcNPP/2EcePGISsrC+vWrUNZWRl69uwZsm5SUhKmTp2KBx54AGlpacjKysLjjz8OnU4HQRA0f2fXrl1RVFSEjz/+GGeccQa+++47VREViYKCAgiCgG+//RaTJk2C1WpFUlIS7r//ftxzzz3w+/0488wzUVNTg9WrVyM5ORlTp07FY489hsGDB6N3795wuVz49ttvpX3NysqC1WrFkiVL0K5dO1gsFp7SzuGcZLilhsPhxE1ycjJ++eUXTJo0Cd26dcMjjzyCF198ERMnTlRdf+7cuRgxYgQuvPBCjB07FqNGjULPnj1hsVg0f+fFF1+Me+65B3fccQcGDBiANWvW4NFHH41pu9u2bYsnn3wSs2bNQnZ2Nu644w4AwFNPPYVHH30Uzz77LHr27IkJEybgu+++k9K1TSYTHnzwQfTr1w9nn3029Ho9Pv74YwCAwWDAvHnz8MYbbyAvLw+XXHJJTNvE4XAajyCGy73kcDicE0xDQwPatm2LF198ETfccENzbw6Hw2nhcPcTh8M5aWzcuBG7du3C0KFDUVNTg3/+858AwK0aHA6nSeCihsPhnFReeOEF7N69GyaTCYMHD8avv/4qFbDjcDicxsDdTxwOh8PhcFoFPFCYw+FwOBxOq4CLGg6Hw+FwOK0CLmo4HA6Hw+G0Crio4XA4HA6H0yrgoobD4XA4HE6rgIsaDofD4XA4rQIuajgcDofD4bQKuKjhcDgcDofTKvh/P8LbUIcwL8oAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tr3d.downsize_sampling(2)\n", + "t_max, v_max = tr3d.get_tmax_vmax(hilbert=True, interpol=\"auto\")\n", + "tr3d.plot_trace_idx(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "f955d1dd-97d4-4035-8112-aae9449551ff", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "time max estimated: 997.54 ns\n" + ] + } + ], + "source": [ + "print(f'time max estimated: {t_max[0]:.2f} ns')" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "063657cf-2aa2-478d-85de-34b937e1f7f4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tr3d.plot_psd_trace_idx(0)" + ] + }, + { + "cell_type": "markdown", + "id": "bfe647eb-3b1f-4855-a66e-56b7dc4835fc", + "metadata": {}, + "source": [ + "You can see effect of low pass filter apply by scipy function `decimate()` call by method `downsize_sampling()`" + ] + }, + { + "cell_type": "markdown", + "id": "59a058c1-36bd-4953-b8f6-507ef6eaa4b7", + "metadata": {}, + "source": [ + "## With GRANDROOT file\n", + "\n", + "Initialize numpy container with a unique function `get_handling3dtraces(idx_trace)`" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "id": "8ec26603-a018-4ec5-b91a-f7eb81cc0529", + "metadata": {}, + "outputs": [], + "source": [ + "from grand.dataio.root_files import get_handling3dtraces" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "72945a57-41a4-4e85-8576-5e22ef35d727", + "metadata": {}, + "outputs": [], + "source": [ + "f_root = \"../../sim2root/Common/sim_Xiaodushan_20221026_180000_RUN0_CD_DC2Alpha_0000/efield_0-1_L0_0000.root\"\n", + "ef3d = get_handling3dtraces(f_root)" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "7e99aac0-3cc3-4041-92e7-8cac3bdd6194", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.plot_footprint_val_max()\n" + ] + }, + { + "cell_type": "markdown", + "id": "4d19ab89-0a92-479b-bc1c-e2699caeae09", + "metadata": {}, + "source": [ + "As you see on plot, some information from Tshower/Trun file are set, like:\n", + "* Unit \n", + "* Xmax distance\n", + "* primary energy\n", + "* direction of Xmax \n", + "* Name site\n", + "* Surface of the network is computed." + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "28115b22-17d5-4d3f-9a1a-9890c3110d7d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.get_tmax_vmax()\n", + "ef3d.plot_trace_idx(9)" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "2808c95e-2147-40d6-9a45-5c427a9b50e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.plot_psd_trace_idx(9)" + ] + }, + { + "cell_type": "markdown", + "id": "7510d374-56eb-4e53-b06b-b10746500711", + "metadata": {}, + "source": [ + "### Apply bandpass filter \n", + "\n", + "The frequency band is GRAND antenna ~ 80 MHz to 230 MHz" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "cb0723b0-4f7f-40db-98b6-baff74585359", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.apply_bandpass(80,230)\n", + "ef3d.set_periodogram(100)\n", + "ef3d.plot_psd_trace_idx(9)" + ] + }, + { + "cell_type": "markdown", + "id": "d9e3c25b-9418-4960-bb64-a8f0299da57d", + "metadata": {}, + "source": [ + "By default the filter is causal." + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "59412f1a-99da-4332-b661-1fdd4da77426", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.get_tmax_vmax()\n", + "ef3d.plot_trace_idx(9)" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "700d767a-ec8f-40b9-aec7-b3f8a0c37e03", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.plot_footprint_val_max()" + ] + }, + { + "cell_type": "markdown", + "id": "da8d69ed-6c5b-44ed-a101-7cc5132e11c8", + "metadata": {}, + "source": [ + "### Remove DU with low signal" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "d48cf9a8-8e64-4365-888f-34e3b50ac3f5", + "metadata": {}, + "outputs": [], + "source": [ + "l_idx_ok = ef3d.remove_trace_low_signal(75)" + ] + }, + { + "cell_type": "markdown", + "id": "6ad82409-e025-4539-a676-72c053584145", + "metadata": {}, + "source": [ + "Index of DU selected" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "b8965857-f515-4973-b61a-b70adea4fac2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 9, 12, 16, 19, 22, 23, 27, 30, 31, 35, 38, 39, 43])" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "l_idx_ok" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "3224e29e-cee6-480a-b901-713cf12fb529", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.get_tmax_vmax()\n", + "ef3d.plot_trace_du(177)" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "a841bbf5-659b-49ef-8f46-aacd392a8d1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d.plot_psd_trace_du(177)" + ] + }, + { + "cell_type": "markdown", + "id": "2c618e44-eedd-40b0-9507-d35c7dbe2144", + "metadata": {}, + "source": [ + "## Copy and generic footprint plot\n", + "\n", + "We will compare the time shifting of time maximum value for full frequency EField and EField see by GRAND bandpass " + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "645d5177-d087-4a69-9cb8-a0256bfa548b", + "metadata": {}, + "outputs": [], + "source": [ + "ef3d_full = get_handling3dtraces(\"../../sim2root/Common/sim_Xiaodushan_20221026_180000_RUN0_CD_DC2Alpha_0000/efield_0-1_L0_0000.root\")\n", + "ef3d_grand = ef3d_full.copy()\n", + "ef3d_grand.type_trace += \"*GRAND bandpass\" \n", + "ef3d_grand.apply_bandpass(80,250)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "c66b4022-5168-4de0-86b4-53305f9a6376", + "metadata": {}, + "outputs": [], + "source": [ + "t_max_full, _ = ef3d_full.get_tmax_vmax()\n", + "t_max_grand, _ = ef3d_grand.get_tmax_vmax()" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "117709ec-3687-44a1-a2a1-16039f5f6baa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_grand.plot_footprint_time_max()" + ] + }, + { + "cell_type": "markdown", + "id": "255f798e-d793-4228-9a24-1cfbad0825bc", + "metadata": {}, + "source": [ + "Note the title of the plot" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "ec503045-801a-455c-9905-e36e08abc8fc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_grand.plot_footprint_val_max()" + ] + }, + { + "cell_type": "markdown", + "id": "9482f387-3122-4c0b-986c-e182f547f3ee", + "metadata": {}, + "source": [ + "The 2 set of traces shares the same network" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "85ac8c48-4fab-4b6f-97cb-cd7db7e7ab69", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_full.network.plot_footprint_1d(t_max_full-t_max_grand,\"t_max_full-t_max_grand\", ef3d_full, scale=\"lin\", unit=\"ns\")" + ] + }, + { + "cell_type": "markdown", + "id": "35ebae4e-a920-4515-92cb-0d91dfc60da6", + "metadata": {}, + "source": [ + "Remove low signal for GRAND traces and apply same selection for full frequency traces" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "4f911026-34b4-4968-88ba-f6472f27571d", + "metadata": {}, + "outputs": [], + "source": [ + "l_idx_ok = ef3d_grand.remove_trace_low_signal(75)\n", + "ef3d_full.keep_only_trace_with_index(l_idx_ok)" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "013d9ccb-29d5-48fb-aae9-4c30cb8694e4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[177, 207, 229, 237, 244, 245, 252, 258, 259, 265, 270, 271, 276]" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ef3d_full.idx2idt" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "ed0ee22b-2f36-44e7-8f67-8f92b2e1314c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[177, 207, 229, 237, 244, 245, 252, 258, 259, 265, 270, 271, 276]" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ef3d_grand.idx2idt" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "9f78eaa8-6301-4dd0-aabf-9c3891337b54", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ef3d_full.idx2idt == ef3d_grand.idx2idt" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "88f55d6b-de6c-4b9a-a315-5af409c89b83", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_grand.plot_footprint_val_max()" + ] + }, + { + "cell_type": "markdown", + "id": "9348a792-7f13-44f3-b5e7-00608310c089", + "metadata": {}, + "source": [ + "We must recompute t_max" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "9a633d14-b249-41a3-b0da-7e1984626363", + "metadata": {}, + "outputs": [], + "source": [ + "t_max_full, _ = ef3d_full.get_tmax_vmax()\n", + "t_max_grand, _ = ef3d_grand.get_tmax_vmax()" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "8cbf9eb5-a147-4fed-9cae-58fe6870168f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_full.network.plot_footprint_1d(t_max_full-t_max_grand,\"t_max_full-t_max_grand\", ef3d_full, scale=\"lin\", unit=\"ns\")" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "f0065b4f-e08c-4098-bcdd-96521e123b14", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_grand.plot_trace_idx(1)" + ] + }, + { + "cell_type": "markdown", + "id": "bcd17858-b594-4471-a44a-bdca642d856c", + "metadata": {}, + "source": [ + "Now no causal filter bandpass" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "fa27c01f-46f8-46b0-b3d1-814e4d65065c", + "metadata": {}, + "outputs": [], + "source": [ + "ef3d_grand_no_causal= get_handling3dtraces(f_root)" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "id": "68b7aaaa-fc5c-462c-b557-e82bcc2714da", + "metadata": {}, + "outputs": [], + "source": [ + "ef3d_grand_no_causal.apply_bandpass(80,250,causal=False)\n", + "ef3d_grand_no_causal.keep_only_trace_with_index(l_idx_ok)" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "fc92bb79-004e-4c99-a50d-36f55a6385a0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_grand_no_causal.plot_trace_idx(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "ec1efba7-1b42-4fb2-aeb1-0ddf32911b09", + "metadata": {}, + "outputs": [], + "source": [ + "t_max_grand_nc, _ = ef3d_grand_no_causal.get_tmax_vmax()" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "id": "ecc9d2a1-4957-4cc7-922d-bcfa82b24b9d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ef3d_full.network.plot_footprint_1d(t_max_full-t_max_grand_nc,\"t_max_full-t_max_grand_nc\", ef3d_full, scale=\"lin\", unit=\"ns\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5e1d6223-7f69-40f5-b9a3-4b56c91edc59", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/dataio/ioroot_3dtraces.py b/examples/dataio/ioroot_3dtraces.py index bf8db50f..d4304f5c 100755 --- a/examples/dataio/ioroot_3dtraces.py +++ b/examples/dataio/ioroot_3dtraces.py @@ -1,8 +1,8 @@ #! /usr/bin/env python3 import argparse -from grand.dataio.root_files import get_file_event, get_ttree_in_file -from grand.basis.traces_event import Handling3dTracesOfEvent +from grand.dataio.root_files import get_file_event, _get_ttree_in_file +from grand.basis.traces_event import Handling3dTraces import grand.manage_log as mlg import matplotlib.pylab as plt @@ -41,6 +41,12 @@ def manage_args(): help="plot trace x,y,z and power spectrum of detector unit (DU)", default=-100, ) + parser.add_argument( + "--idx_evt", + type=int, + help="Select event with index , given by -i option, idx_evt is always > 0 or = 0", + default=-100, + ) parser.add_argument( "--trace_image", action="store_true", @@ -64,14 +70,14 @@ def manage_args(): type=int, default=-100, help="dump trace of DU", - ) # retrieve argument + ) # retrieve argument parser.add_argument( "-i", "--info", action="store_true", required=False, help="some information about the contents of the file", - ) # retrieve argument + ) # retrieve argument return parser.parse_args() @@ -81,39 +87,53 @@ def main(): args = manage_args() d_event = get_file_event(args.file.name) + if args.idx_evt != -100: + if args.idx_evt < 0: + logger.error("index events must >= 0") + return + if args.idx_evt >= d_event.get_nb_events(): + logger.error(f"index events must < {d_event.get_nb_events()}") + return + d_event.load_event_idx(args.idx_evt) o_tevent = d_event.get_obj_handling3dtraces() if args.info: print(f"Nb events : {d_event.get_nb_events()}") + print("Idx\trun_nb\tevent_nb") + for idx, evt in enumerate(d_event.l_events): + print(f"{idx}\t{evt[1]}\t{evt[0]}") + print(f"Select event index: {d_event.idx_event}") + print("===================") print(f"Nb DU : {d_event.get_du_count()}") print(f"Size trace : {d_event.get_size_trace()}") - print(f"TTree : {get_ttree_in_file(args.file.name)}") - assert isinstance(o_tevent, Handling3dTracesOfEvent) + + assert isinstance(o_tevent, Handling3dTraces) if args.list_du: - print(f"Identifier DU : {o_tevent.d_idxdu.keys()}") + print(f"Identifier DU : {o_tevent.idx2idt}") if args.trace_image: o_tevent.plot_all_traces_as_image() if args.footprint: + o_tevent.plot_footprint_4d_max() o_tevent.plot_footprint_val_max() if args.time_val: - o_tevent.plot_footprint_val_max_inter() + o_tevent.plot_footprint_time_slider() if args.trace != -100: - if not args.trace in o_tevent.d_idxdu.keys(): + if not args.trace in o_tevent.idt2idx.keys(): logger.error(f"ERROR: unknown DU identifer") return o_tevent.plot_trace_du(args.trace) - o_tevent.plot_ps_trace_du(args.trace) + o_tevent.plot_psd_trace_du(args.trace) if args.list_ttree: - print(get_ttree_in_file(args.file.name)) + print(_get_ttree_in_file(args.file.name)) if args.dump != -100: - if not args.dump in o_tevent.d_idxdu.keys(): + if not args.dump in o_tevent.idt2idx.keys(): logger.error(f"ERROR: unknown DU identifer") return - idx_du = o_tevent.d_idxdu[args.dump] + idx_du = o_tevent.idt2idx[args.dump] tr_du = o_tevent.traces[idx_du] t_tr = o_tevent.t_samples[idx_du] for idx in range(o_tevent.get_size_trace()): print(f"{t_tr[idx]} {tr_du[0,idx]} {tr_du[1,idx]} {tr_du[2,idx]}") - + if __name__ == "__main__": logger.info(mlg.string_begin_script()) diff --git a/examples/grandlib_introduction.ipynb b/examples/grandlib_introduction_v1.ipynb similarity index 99% rename from examples/grandlib_introduction.ipynb rename to examples/grandlib_introduction_v1.ipynb index a48aaad9..163faaf3 100644 --- a/examples/grandlib_introduction.ipynb +++ b/examples/grandlib_introduction_v1.ipynb @@ -243,7 +243,7 @@ " ├── basis\n", " │ ├── __init__.py \n", " │ ├── test_DetectorUnitNetwork.py\n", - " │ └── test_Handling3dTracesOfEvent.py\n", + " │ └── test_Handling3dTraces.py\n", " ├── core\n", " │ ├── __init__.py\n", " │ ├── __main__.py\n", @@ -744,7 +744,7 @@ "id": "e3a1225f", "metadata": {}, "source": [ - "`FileEfield` is a data class without feature to handle traces. You can use `Handling3dTracesOfEvent()` in grand.basis.traces_event.py to handle traces." + "`FileEfield` is a data class without feature to handle traces. You can use `Handling3dTraces()` in grand.basis.traces_event.py to handle traces." ] }, { diff --git a/examples/grandlib_introduction_v2.ipynb b/examples/grandlib_introduction_v2.ipynb new file mode 100644 index 00000000..5d976abc --- /dev/null +++ b/examples/grandlib_introduction_v2.ipynb @@ -0,0 +1,267 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "64f3b635", + "metadata": {}, + "source": [ + "***\n", + "\n", + "# GRANDLIB environment configuration\n", + "\n", + "\n", + "## With Docker\n", + "\n", + "\n", + "Docker is the best choice for Mac OS. Note image version depends on [processor architecture](https://hub.docker.com/r/grandlib/dev):\n", + "\n", + "* ARM64: for M1, M2 version 2.0\n", + "* AMD64 : version 1.2\n", + "\n", + "See github [wiki](https://github.com/grand-mother/grand/wiki) of grand project\n", + " \n", + "\n", + "## With Conda \n", + "\n", + "Conda envionment is the best choice for linux.\n", + "\n", + "See [conda fir GRANDLIB](https://github.com/grand-mother/grand/blob/master/env/readme.md)\n" + ] + }, + { + "cell_type": "markdown", + "id": "0bdd3df4", + "metadata": { + "tags": [] + }, + "source": [ + "# ROOT File structure:\n", + "\n", + "Link to reference docuement/wiki to add\n", + "\n", + "## Data example\n", + "\n", + "Examples of ROOT file are is stored in grand/sim2root/Common/sim_Xiaodushan_20221026_1200_1_SIBYLL23d_GP300_1618.\n", + "\n", + "Each ROOT file contents only one TTree, last version could hold several.\n" + ] + }, + { + "cell_type": "markdown", + "id": "c8c28792", + "metadata": { + "tags": [] + }, + "source": [ + "# Simulation detector : Efield to Voltage\n", + "\n", + "\n", + "## Script simulation of detector \n", + "\n", + "`convert_efield2voltage.py` is stored in grand/script directory, after setup of the package it add in PATH environment variable\n", + "\n", + "\n", + "## Documentation\n", + "\n", + "The documentation is given by --help option\n", + "\n", + "```bash\n", + "$ convert_efield2voltage.py -h\n", + "usage: convert_efield2voltage.py [-h] [--no_noise] [--no_rf_chain] -o OUT_FILE [--verbose {debug,info,warning,error,critical}] [--seed SEED] [--lst LST] [--padding_factor PADDING_FACTOR] [--target_duration_us TARGET_DURATION_US]\n", + " [--target_sampling_rate_mhz TARGET_SAMPLING_RATE_MHZ]\n", + " file\n", + "\n", + "Calculation of DU response in volt for first event in Efield input file.\n", + "\n", + "positional arguments:\n", + " file Efield input data file in GRANDROOT format.\n", + "\n", + "options:\n", + " -h, --help show this help message and exit\n", + " --no_noise don't add galactic noise.\n", + " --no_rf_chain don't add RF chain.\n", + " -o OUT_FILE, --out_file OUT_FILE\n", + " output file in GRANDROOT format. If the file exists it is overwritten.\n", + " --verbose {debug,info,warning,error,critical}\n", + " logger verbosity.\n", + " --seed SEED Fix the random seed to reproduce same galactic noise, must be positive integer\n", + " --lst LST lst for Local Sideral Time, galactic noise is variable with LST and maximal for 18h for the EW arm.\n", + " --padding_factor PADDING_FACTOR\n", + " Increase size of signal with zero padding, with 1.2 the size is increased of 20%.\n", + " --target_duration_us TARGET_DURATION_US\n", + " Adujust (and override) padding factor in order to get a signal of the given duration, in us\n", + " --target_sampling_rate_mhz TARGET_SAMPLING_RATE_MHZ\n", + " Target sampling rate of the data in Mhz\n", + "```\n", + "\n", + "## Example\n", + "\n", + "```bash\n", + "$ convert_efield2voltage.py -o volt_leff_only_1000.root --no_noise --no_rf_chain --target_sampling_rate_mhz 1000 sim2root/Common/sim_Xiaodushan_20221026_1200_1_SIBYLL23d_GP300_1618/tefield_1618-1618_L0_0000.root \n", + "\n", + "6:55:57.266 INFO [grand.manage_log 187] create handler for root logger: ['grand']\n", + "16:55:57.266 INFO [grand.scripts.convert_efield2voltage 141] \n", + "16:55:57.266 INFO [grand.scripts.convert_efield2voltage 141] ===========> Begin at 2024-02-06T16:55:57Z <===========\n", + "16:55:57.266 INFO [grand.scripts.convert_efield2voltage 141] \n", + "16:55:57.266 INFO [grand.scripts.convert_efield2voltage 141] \n", + "16:55:57.266 INFO [grand.scripts.convert_efield2voltage 144] seed used for random number generator is None.\n", + "16:55:57.808 INFO [grand.sim.detector.rf_chain 473] vga gain: 20 dB\n", + "16:55:57.809 INFO [grand.sim.detector.antenna_model 103] Loading GP300 antenna model ...\n", + "16:55:57.809 INFO [grand.sim.detector.antenna_model 71] Using /home/jcolley/projet/grand_wk/grandlib/grand/data/detector/Light_GP300Antenna_EWarm_leff.npz\n", + "16:55:57.931 INFO [grand.sim.detector.antenna_model 71] Using /home/jcolley/projet/grand_wk/grandlib/grand/data/detector/Light_GP300Antenna_SNarm_leff.npz\n", + "16:55:58.059 INFO [grand.sim.detector.antenna_model 71] Using /home/jcolley/projet/grand_wk/grandlib/grand/data/detector/Light_GP300Antenna_Zarm_leff.npz\n", + "16:55:58.187 INFO [grand.sim.efield2voltage 109] Running on event_number: 1618, run_number: 0\n", + "16:55:58.247 INFO [grand.geo.turtle 222] Map constructor add map /home/jcolley/projet/grand_wk/grandlib/grand/data/egm96.png in cache memory \n", + "16:55:58.250 INFO [grand.sim.shower.gen_shower 110] Site origin [lat, long, height]: [[ 40.98455811]\n", + "16:55:58.250 INFO [grand.sim.shower.gen_shower 110] [ 93.95224762]\n", + "16:55:58.250 INFO [grand.sim.shower.gen_shower 110] [1200. ]]\n", + "16:55:58.250 INFO [grand.sim.shower.gen_shower 112] xmax in shower coordinate: [-4050.65 3988.91 5763.41]\n", + "16:55:58.250 INFO [grand.sim.efield2voltage 130] shower origin in Geodetic: [ 40.98456 93.95225 1200. ]\n", + "16:55:58.256 INFO [grand.sim.efield2voltage 249] shape du_nanoseconds and t_samples = (5, 1), (5, 4622)\n", + "16:55:58.257 INFO [grand.sim.efield2voltage 165] Electric field lenght is 4622 samples at 2000.0, spanning 2.311 us.\n", + "16:55:58.257 INFO [grand.sim.efield2voltage 166] With a padding factor of 1.0 we will take it to 4622 samples, spanning 2.311 us.\n", + "16:55:58.257 INFO [grand.sim.efield2voltage 167] However, optimal number of frequency bins to do a fast fft is 2353 giving traces of 4704 samples.\n", + "16:55:58.257 INFO [grand.sim.efield2voltage 168] With this we will obtain traces spanning 2.352 us, that we will then truncate if needed to get the requested trace duration.\n", + "16:55:58.257 INFO [grand.sim.detector.process_ant 74] ** Specfic processing when f_in = k * f_out else IndexError **\n", + "16:55:58.257 INFO [grand.sim.efield2voltage 314] ==============> Processing DU with id: 14\n", + "16:55:58.260 INFO [grand.sim.efield2voltage 314] ==============> Processing DU with id: 21\n", + "16:55:58.263 INFO [grand.sim.efield2voltage 314] ==============> Processing DU with id: 27\n", + "16:55:58.266 INFO [grand.sim.efield2voltage 314] ==============> Processing DU with id: 28\n", + "16:55:58.268 INFO [grand.sim.efield2voltage 314] ==============> Processing DU with id: 35\n", + "16:55:58.271 INFO [grand.sim.efield2voltage 293] resampling the voltage from 2000.0 to 1000.0 MHz, new trace lenght is 2311 samples\n", + "16:55:58.271 INFO [grand.sim.efield2voltage 301] truncating output to 2311 samples\n", + "16:55:58.271 INFO [grand.sim.efield2voltage 556] save result in volt_leff_only_1000.root\n", + "16:55:58.273 WARNING [grand.dataio.root_trees 568] No valid tvoltage TTree in the file volt_leff_only_1000.root. Creating a new one.\n", + "16:55:58.408 INFO [grand.scripts.convert_efield2voltage 158] \n", + "16:55:58.408 INFO [grand.scripts.convert_efield2voltage 158] \n", + "16:55:58.408 INFO [grand.scripts.convert_efield2voltage 158] ===========> End at 2024-02-06T16:55:58Z <===========\n", + "16:55:58.408 INFO [grand.scripts.convert_efield2voltage 158] Duration (h:m:s): 0:00:01.142448\n", + "```\n", + "\n" + ] + }, + { + "attachments": { + "79b25e1c-2359-427b-85c8-db30a5a98909.png": { + "image/png": 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" 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" + } + }, + "cell_type": "markdown", + "id": "19eb9fab-31a1-4456-b098-b70425d94a2f", + "metadata": { + "tags": [] + }, + "source": [ + "# Event viewer: ioroot_3dtraces.py\n", + "\n", + "An event viewer for GRANDROOT file format is available in GRANDLIB package, other projects are in progress, like :\n", + "* [BROOT](https://github.com/luckyjim/BROOT/blob/main/README.md) for generic ROOT file, useful for quick view, all TBranch value are available whatever the version of GRANDROOT. Can be used for any file in ROOT format.\n", + "* [EventViewer](https://github.com/rameshkoirala/EventViewer) by Ramesh Koirala\n", + "\n", + "## ioroot_3dtraces.py\n", + "\n", + "This event viewer script is available in directory `grand/examples/dataio` in PATH. We can see EField ROOT file and also Voltage ROOT file. Multi-event file is managed by option `--idx_evt`\n", + "\n", + "## Documentation\n", + "\n", + "The main option is `--footprint` option you obtain an interactive view of the network.\n", + "\n", + "Others option are given by --help \n", + "\n", + "```bash\n", + "$ ioroot_3dtraces.py -h\n", + "\n", + "usage: ioroot_3dtraces.py [-h] [-f] [--time_val] [-t TRACE] [--idx_evt IDX_EVT] [--trace_image] [--list_du] [--list_ttree] [--dump DUMP] [-i] file\n", + "\n", + "Information and plot event/traces for ROOT file\n", + "\n", + "positional arguments:\n", + " file path and name of ROOT file GRAND\n", + "\n", + "options:\n", + " -h, --help show this help message and exit\n", + " -f, --footprint interactive plot (double click) of footprint, max value for each DU\n", + " --time_val interactive plot, value of each DU at time t defined by a slider\n", + " -t TRACE, --trace TRACE\n", + " plot trace x,y,z and power spectrum of detector unit (DU)\n", + " --idx_evt IDX_EVT Select event with index , given by -i option, idx_evt is always > 0 or = 0\n", + " --trace_image interactive image plot (double click) of norm of traces\n", + " --list_du list of identifier of DU\n", + " --list_ttree list of TTree present in file\n", + " --dump DUMP dump trace of DU\n", + " -i, --info some information about the contents of the file\n", + "```\n", + "\n", + "## Plot examples with option --footprint \n", + "\n", + "### Footprint plot with maximum by detector\n", + "\n", + " * Interactive plot, you can click on DU station to open the trace on each axis and also the density power spectrum associated \n", + " * Surface of network\n", + " * Number of detector unit\n", + " * Axis North, West indicated\n", + " * Maximum value for each DU\n", + " * Name file ROOT, event number and run number value\n", + "\n", + "For simulated event:\n", + "\n", + " * Distance to core position\n", + " * Azimuth and zenith angle\n", + " * Primary energy\n", + "\n", + "![Figure_2.png](attachment:79b25e1c-2359-427b-85c8-db30a5a98909.png)\n", + "\n", + "### Trace of detector\n", + "\n", + "* DU identifier and index value\n", + "* Frequency sampling\n", + "* Number of samples\n", + "* Unit and relative time in event\n", + "* Estimated noise by antenna\n", + "* Maximum value by Hilbert estimator with 3 antennas\n", + "* Estimated SNR\n", + "* Name file ROOT, event number and run number\n", + "\n", + "![Figure_3.png](attachment:e66324af-6138-4d9f-87b1-24245f034f39.png)\n", + "\n", + "## Implementation\n", + "\n", + "All plots and data available on figure can be produced outside of the script ioroot_3dtraces.py with the class `Handling3dTraces in module` grand/basis/traces_event.py`\n", + "\n", + "See notebook grand/examples/basis/class_Handling3dTraces.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8cc6075e-9e49-42c0-a84e-9eac04c35605", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/grand/basis/du_network.py b/grand/basis/du_network.py index 54eb2665..2d5d244e 100644 --- a/grand/basis/du_network.py +++ b/grand/basis/du_network.py @@ -1,5 +1,5 @@ """ -Handling DU network, footprint plot +Handling Detector Unit (DU) network, footprint plots """ from logging import getLogger @@ -16,7 +16,12 @@ logger = getLogger(__name__) -def closest_node(node, nodes): +def closest_node(node, nodes): # pragma: no cover + """Simple computation of distance mouse DU + + :param node: + :param nodes: + """ nodes = np.asarray(nodes) dist_2 = np.sum((nodes - node) ** 2, axis=1) return np.argmin(dist_2) @@ -30,74 +35,81 @@ class DetectorUnitNetwork: * name str: name of the set of trace * du_pos float(nb_du, 3): position of DU - * du_id int(nb_du): array of identifier of DU - * t_start_ns float(nb_du): time of first sample of trace - + * idx2idt int(nb_du): array of identifier of DU """ def __init__(self, name="NotDefined"): self.name = name nb_du = 0 self.du_pos = np.zeros((nb_du, 3)) - self.du_id = np.arange(nb_du) + self.idx2idt = np.arange(nb_du) + self.area_km2 = -1 - def init_pos_id(self, du_pos, du_id): - """ - Init object with array position and identifier + def init_pos_id(self, du_pos, du_id=None): + """Init object with array DU position and identifier :param du_pos: position of DU :type du_pos: float[nb_DU, 3] :param du_id: identifier of DU - :type du_id: int[nb_DU] + :type du_id: list or array of string """ + if du_id is None: + du_id = list(range(du_pos.shape[0])) self.du_pos = du_pos - self.du_id = du_id + self.area_km2 = -1 + self.idx2idt = du_id assert isinstance(self.du_pos, np.ndarray) - assert isinstance(self.du_id, np.ndarray) - assert du_pos.shape[0] == du_id.shape[0] + assert isinstance(self.idx2idt, (list, np.ndarray)) + assert du_pos.shape[0] == len(du_id) assert du_pos.shape[1] == 3 - def reduce_nb_du(self, new_nb_du): + def keep_only_du_with_index(self, l_idx): + """Keep DU at index defined in list + + :param l_idx: list of index of DU """ - Feature to debug and reduce computation + du_id = [self.idx2idt[idx] for idx in l_idx] + self.idx2idt = du_id + self.du_pos = self.du_pos[l_idx] + self.area_km2 = -1 + + def reduce_nb_du(self, new_nb_du): + """Feature to debug and reduce computation :param new_nb_du: keep only new_nb_du first DU :type new_nb_du: int """ - self.du_id = self.du_id[:new_nb_du] + self.idx2idt = self.idx2idt[:new_nb_du] self.du_pos = self.du_pos[:new_nb_du, :] + self.area_km2 = -1 def get_sub_network(self, l_id): - """ - Reduce networh to DU in list l_id + """Reduce networh to DU in list :param l_id: list of DU slected :type: int[nb_DU in l_id] """ sub_net = DetectorUnitNetwork("sub-network of " + self.name) - sub_net.init_pos_id(self.du_pos[l_id], self.du_id[l_id]) + sub_net.init_pos_id(self.du_pos[l_id], self.idx2idt[l_id]) return sub_net - def get_pos_id(self, l_id): - """ - :param l_id: - :type l_id: - """ - # TODO: - raise NotImplementedError + def get_nb_du(self): + """Return the number of DU""" + return len(self.idx2idt) def get_surface(self): - """ - Return suface in km2 + """Return suface in km2 :return: [km2] surface of network envelop :rtype: float """ - # TODO: + if self.area_km2 >= 0: + return self.area_km2 + if self.du_pos.shape[0] < 3: + self.area_km2 = 0 pts = self.du_pos[:, :2].astype(np.float64) self.delaunay = Delaunay(self.du_pos[:, :2]) triangle = self.delaunay.simplices - print(triangle[:20]) a_area = np.abs( np.cross( pts[triangle[:, 1], :] - pts[triangle[:, 0], :], @@ -106,14 +118,10 @@ def get_surface(self): ) a_area /= 2 self.area_km2 = np.sum(a_area) / 1e6 - # self.sigma_norm_area = a_area.std() / a_area.mean() - # plt.hist(a_area) - # print(a_area[:20]) - # print(a_area.std()) return self.area_km2 def get_max_dist_du(self): - """ + """TODO :return: [km] distance max between two DU of network :rtype: float """ @@ -123,9 +131,7 @@ def get_max_dist_du(self): ### PLOT def plot_du_pos(self): # pragma: no cover - """ - plot DU position - """ + """Plot DU position""" plt.figure() plt.title(f"{self.name}\nDU network") for du_idx in range(self.du_pos.shape[0]): @@ -134,9 +140,10 @@ def plot_du_pos(self): # pragma: no cover plt.ylabel("[m]") plt.xlabel("[m]") - def plot_footprint_1d(self, a_values, title="", traces=None, scale="log"): # pragma: no cover - """ - Interactive footprint double click on DU draw trace associated and power spectrum + def plot_footprint_1d( + self, a_values, title="", traces=None, scale="log", unit="" + ): # pragma: no cover + """Interactive footprint double click on DU draw trace associated and power spectrum :param a_values: intensity associated to DU @@ -144,7 +151,7 @@ def plot_footprint_1d(self, a_values, title="", traces=None, scale="log"): # pr :param title: title of figure :type title: str :param traces: object traces - :type traces: Handling3dTracesOfEvent + :type traces: Handling3dTraces :param scale: type of scale :type scale: str in ["log", "lin"] @@ -152,19 +159,17 @@ def plot_footprint_1d(self, a_values, title="", traces=None, scale="log"): # pr size_circle = 200 cur_idx_plot = -1 - def closest_node(node, nodes): - nodes = np.asarray(nodes) - dist_2 = np.sum((nodes - node) ** 2, axis=1) - return np.argmin(dist_2) - def on_move(event): nonlocal cur_idx_plot if event.inaxes: idx = closest_node(np.array([event.xdata, event.ydata]), self.du_pos[:, :2]) if idx != cur_idx_plot: cur_idx_plot = idx - anch_du.txt.set_text(f"DU={self.du_id[idx]}") - anch_val.txt.set_text(f"{a_values[idx]:.2e}") + anch_du.txt.set_text(f"DU={self.idx2idt[idx]}") + if scale == "lin": + anch_val.txt.set_text(f"{a_values[idx]:.2f}") + else: + anch_val.txt.set_text(f"{a_values[idx]:.2e}") plt.draw() def on_click(event): @@ -172,19 +177,22 @@ def on_click(event): # logger.info(f"on_click {event.xdata}, {event.ydata}") if traces: traces.plot_trace_idx(cur_idx_plot) - traces.plot_ps_trace_idx(cur_idx_plot) + traces.plot_psd_trace_idx(cur_idx_plot) plt.show() plt.draw() fig, ax1 = plt.subplots(1, 1) - ax1.set_title(f"{self.name}\nDU network : {title}") - vmin = a_values.min() - vmax = a_values.max() + s_title = f"{title}\n{self.get_nb_du()} DUs; Surface {int(self.get_surface())} km$^2$" + s_title += f"; Name site: {self.name}" + ax1.set_title(s_title) + vmin = np.nanmin(a_values) + vmax = np.nanmax(a_values) norm_user = colors.LogNorm(vmin=vmin, vmax=vmax) if scale == "log": - pass + my_cmaps = "Reds" elif scale == "lin": norm_user = colors.Normalize(vmin=vmin, vmax=vmax) + my_cmaps = "Blues" else: logger.error(f'scale must be in ["log","lin"]') scm = ax1.scatter( @@ -194,41 +202,45 @@ def on_click(event): s=size_circle, c=a_values, edgecolors="k", - cmap="Reds", + cmap=my_cmaps, ) - fig.colorbar(scm) - plt.ylabel("[m]") - plt.xlabel("[m]") + fig.colorbar(scm, label=unit) + xlabel = "North [m] (azimuth=0°) =>" + if traces is not None: + xlabel += f"\n{traces.info_shower}" + xlabel += f"\n{traces.name}" + plt.xlabel(xlabel) + plt.ylabel(rf"West [m] (azimuth=+90°) =>") + ax1.grid() + anch_du = AnchoredText("DU id", prop=dict(size=10), frameon=False, loc="upper left") + anch_val = AnchoredText("Value", prop=dict(size=10), frameon=False, loc="upper right") + ax1.axis("equal") + ax1.add_artist(anch_du) + ax1.add_artist(anch_val) + plt.connect("motion_notify_event", on_move) if traces: - anch_du = AnchoredText("DU", prop=dict(size=10), frameon=False, loc="upper left") - anch_val = AnchoredText( - "Value max", prop=dict(size=10), frameon=False, loc="upper right" - ) - ax1.add_artist(anch_du) - ax1.add_artist(anch_val) plt.connect("button_press_event", on_click) - plt.connect("motion_notify_event", on_move) - def plot_footprint_4d(self, o_tr, title=""): # pragma: no cover - """ - Plot footprint of time max by DU and value max by component + def plot_footprint_4d( + self, o_tr, v_plot, title="", same_scale=True, unit="" + ): # pragma: no cover + """Plot footprint of time max by DU and value max by component :param o_tr: object traces - :type o_tr: Handling3dTracesOfEvent + :type o_tr: Handling3dTraces :param title: title of plot :type title: str """ - def subplot(plt_axis, a_values, traces=None, cpnt="", scale="log"): + def subplot(plt_axis, a_values, cpnt="", scale="log"): ax1 = plt_axis size_circle = 80 - cur_idx_plot = -1 ax1.set_title(cpnt) - if type(scale) is str: + if isinstance(scale, str): my_cmaps = "Blues" - vmin = a_values.min() - vmax = a_values.max() + vmin = np.nanmin(a_values) + vmax = np.nanmax(a_values) norm_user = colors.LogNorm(vmin=vmin, vmax=vmax) if scale == "log": pass @@ -237,7 +249,6 @@ def subplot(plt_axis, a_values, traces=None, cpnt="", scale="log"): else: logger.error(f'scale must be in ["log","lin"]') else: - print("Use scale as norm") norm_user = scale my_cmaps = "Reds" scm = ax1.scatter( @@ -249,30 +260,33 @@ def subplot(plt_axis, a_values, traces=None, cpnt="", scale="log"): edgecolors="k", cmap=my_cmaps, ) + ax1.axis("equal") + ax1.grid() # plt.ylabel("[m]") # plt.xlabel("[m]") return scm - fig, ax = plt.subplots(2, 2) + fig, ax2 = plt.subplots(2, 2) t_max, _ = o_tr.get_tmax_vmax() - v_max = np.max(np.abs(o_tr.traces), axis=2) - ret_scat = subplot(ax[0, 0], t_max, cpnt="Time of max value", scale="lin") - fig.colorbar(ret_scat) + ret_scat = subplot(ax2[0, 0], t_max, cpnt="Time of max value", scale="lin") + fig.colorbar(ret_scat, label="ns") # same scale for - vmin = v_max.min() - vmax = v_max.max() - norm_user = colors.Normalize(vmin=vmin, vmax=vmax) - ret_scat = subplot(ax[1, 0], v_max[:, 0], o_tr, f"{o_tr.axis_name[0]}", norm_user) - fig.colorbar(ret_scat) - ret_scat = subplot(ax[0, 1], v_max[:, 1], o_tr, f"{o_tr.axis_name[1]}", norm_user) - fig.colorbar(ret_scat) - ret_scat = subplot(ax[1, 1], v_max[:, 2], o_tr, f"{o_tr.axis_name[2]}", norm_user) - fig.colorbar(ret_scat) + if same_scale: + vmin = np.nanmin(v_plot) + vmax = np.nanmax(v_plot) + norm_user = colors.Normalize(vmin=vmin, vmax=vmax) + else: + norm_user = "lin" + ret_scat = subplot(ax2[1, 0], v_plot[:, 0], f"{title} {o_tr.axis_name[0]}", norm_user) + fig.colorbar(ret_scat, label=unit) + ret_scat = subplot(ax2[0, 1], v_plot[:, 1], f"{title} {o_tr.axis_name[1]}", norm_user) + fig.colorbar(ret_scat, label=unit) + ret_scat = subplot(ax2[1, 1], v_plot[:, 2], f"{title} {o_tr.axis_name[2]}", norm_user) + fig.colorbar(ret_scat, label=unit) def plot_footprint_time(self, a_time, a3_values, title=""): # pragma: no cover - """ - Interactive plot, footprint max value for time defined by user with slider widget + """Interactive plot, footprint max value for time defined by user with slider widget :param a_time: array of complet time of event :type a_time: float[nb_sample full event] @@ -304,9 +318,11 @@ def plot_footprint_time(self, a_time, a3_values, title=""): # pragma: no cover edgecolors="k", cmap=cmap_b, ) + ax1.axis("equal") + ax1.grid() fig.colorbar(scat) - plt.ylabel("[m]") - plt.xlabel("[m]") + plt.ylabel("meters, West (azimuth=90°) =>") + plt.xlabel("meters, North =>") fig.subplots_adjust(left=0.2, bottom=0.2) # Make a horizontal slider to control the frequency. axe_idx = fig.add_axes([0.15, 0.05, 0.7, 0.05]) @@ -317,6 +333,7 @@ def plot_footprint_time(self, a_time, a3_values, title=""): # pragma: no cover valmax=float(a_time[-1]), # a_time.shape[0]-1, valinit=float(a_time[0]), ) + # The function to be called anytime a slider's value changes def update_time(t_slider): frame_number = int((t_slider - a_time[0]) / delta_t) diff --git a/grand/basis/signal.py b/grand/basis/signal.py index 3963e72d..063ae8b2 100644 --- a/grand/basis/signal.py +++ b/grand/basis/signal.py @@ -15,6 +15,119 @@ logger = getLogger(__name__) +def find_max_with_parabola_interp_3pt(x_trace, y_trace, idx_max): + """Parabolic interpolation of the maximum with 3 points + + + trace : all values >= 0 + + :param x_trace: + :param y_trace: + algo Mode pic, input 3 values and the middle one is max: + parabola : ax^2 + bx + c + offset of (x0, y0) + solve coef a, b , interpolation of the maximum is + x_m = x0 - b/2a + y_m = y0 - b^2/4a + :param idx_max: index of sample max, idx_max < nb_sample + :type idx_max: int + :return: x_max, y_max + """ + if (idx_max >= len(x_trace) - 1) or idx_max == 0: + return x_trace[idx_max], y_trace[idx_max] + logger.debug(f"Parabola interp: mode pic {idx_max} {len(x_trace)}") + # remove offset (x0, v0) + y_pic = y_trace[idx_max : idx_max + 2] - y_trace[idx_max - 1] + x_pic = x_trace[idx_max : idx_max + 2] - x_trace[idx_max - 1] + logger.debug(x_trace[idx_max : idx_max + 2]) + logger.debug(y_trace[idx_max : idx_max + 2]) + # solve coef a, b + r_pic = y_pic / x_pic + c_a = (r_pic[1] - r_pic[0]) / (x_pic[1] - x_pic[0]) + c_b = r_pic[0] - c_a * x_pic[0] + # interpolation of the maximum is + x_m = -c_b / (2 * c_a) + x_max = x_trace[idx_max - 1] + x_m + y_max = y_trace[idx_max - 1] + x_m * c_b / 2 + return x_max, y_max + + +def find_max_with_parabola_interp(x_trace, y_trace, idx_max, factor_hill=0.8): + """Parabolic interpolation of the maximum with more than 3 points + + trace : all values >= 0 + + algo: + 1. find begin idx, ie trace[--idx_max] > v_max*factor_hill + 2. find end idx, ie trace[idx_max++] > v_max*factor_hill + 3. if nb idx <= 2 : mode pic else mode hill + 4. Mode pic : 3 values and the middle one is max + 4.1 offset of (x0, v0) + 4.2 solve coef a, b => x_m = offset - b/2a ; v_m=offset - b^2/4a + 5. Mode hill: + 5.0 offset of (x, y) of first sample + 5.1 solve overdetermined linear system with a, b, c + 5.2 x_m =offset - b/2a ; v_m=offset - b^2/4a + c + + :param trace: + :type trace: + :param idx_max: + :type idx_max: + :param factor_hill: + :type factor_hill: + """ + y_lim = (y_trace[idx_max - 1 : idx_max + 2].sum() / 3) * factor_hill + logger.debug(f"y_lim={y_lim}") + # 1 + b_idx = idx_max - 1 + out_lim = 6 + nb_out = 0 + last_idx = b_idx + while b_idx > 0 and nb_out < out_lim: + if y_trace[b_idx] < y_lim: + nb_out += 1 + else: + nb_out = 0 + last_idx = b_idx + b_idx -= 1 + b_idx = last_idx + # 2 + nb_sple = y_trace.shape[0] + e_idx = idx_max + 1 + nb_out = 0 + last_idx = e_idx + while e_idx < (nb_sple-1) and nb_out < out_lim: + if y_trace[e_idx] < y_lim: + nb_out += 1 + else: + nb_out = 0 + last_idx = e_idx + e_idx += 1 + e_idx = last_idx + if e_idx >= nb_sple: + e_idx = nb_sple -1 + logger.debug(f"border around idx max {idx_max} is {b_idx}, {e_idx}") + logger.debug(f"{x_trace[b_idx]}\t{x_trace[e_idx]}") + if (e_idx - b_idx) <= 2: + return find_max_with_parabola_interp_3pt(x_trace, y_trace, idx_max) + logger.debug(f"Parabola interp: mode hill") + # mode hill + y_hill = y_trace[b_idx : e_idx + 1] - y_trace[b_idx] + x_hill = x_trace[b_idx : e_idx + 1] - x_trace[b_idx] + mat = np.empty((x_hill.shape[0], 3), dtype=np.float32) + mat[:, 2] = 1 + mat[:, 1] = x_hill + mat[:, 0] = x_hill * x_hill + sol = np.linalg.lstsq(mat, y_hill, rcond=None)[0] + if -1e-5 < sol[0] and sol[0] < 1e-5: + # very flat case + return x_trace[idx_max], y_trace[idx_max] + x_m = -sol[1] / (2 * sol[0]) + x_max = x_trace[b_idx] + x_m + y_max = y_trace[b_idx] + x_m * sol[1] / 2 + sol[2] + return x_max, y_max + + def get_filter(time, trace, fr_min, fr_max): """ Filter signal in given bandwidth diff --git a/grand/basis/traces_event.py b/grand/basis/traces_event.py index 9aa569c8..7f38c0d3 100644 --- a/grand/basis/traces_event.py +++ b/grand/basis/traces_event.py @@ -2,6 +2,7 @@ Handling a set of 3D traces """ from logging import getLogger +import copy import numpy as np import scipy.signal as ssig @@ -10,13 +11,29 @@ from matplotlib.backend_bases import MouseButton from grand.basis.du_network import DetectorUnitNetwork -import grand.basis.signal as gsig +import grand.basis.signal as gds logger = getLogger(__name__) -class Handling3dTracesOfEvent: +def get_psd(trace, f_samp_mhz, nperseg=0): + """Reference estimation of power spectrum density by Welch's method + + :param trace: floatX(nb_sample,) + :param f_samp_mhz: frequency sampling + :param nperseg: number of sample by periodogram + """ + if nperseg == 0: + nperseg = trace.shape[0] // 2 + + freq, pxx_den = ssig.welch( + trace, f_samp_mhz * 1e6, nperseg=nperseg, window="taylor", scaling="density" + ) + return freq * 1e-6, pxx_den + + +class Handling3dTraces: """ Handling a set of traces associated to one event observed on Detector Unit network @@ -37,27 +54,30 @@ class Handling3dTracesOfEvent: * name str: name of the set of trace * traces float(nb_du, 3, nb_sample): trace 3D - * du_id int(nb_du): array of identifier of DU - * t_start_ns float(nb_du): time of first sample of trace - * t_samples float(nb_du, nb_dim, nb_sample): - * f_samp_mhz float: [MHz] frequency sampling - * d_idxdu dict: for each identifier return the index in array + * idx2idt int(nb_du): array of identifier of DU + * t_start_ns float(nb_du): [ns] time of first sample of trace + * t_samples float(nb_du, nb_dim, nb_sample): [ns] + * f_samp_mhz float(nb_du,): [MHz] frequency sampling + * idt2idx dict: for each identifier return the index in array * unit_trace str: string unit of trace * network object: content position network """ def __init__(self, name="NotDefined"): - logger.info(f"Create Handling3dTracesOfEvent with name {name}") + logger.info(f"Create Handling3dTraces with name {name}") self.name = name + self.info_shower = "" nb_du = 0 nb_sample = 0 + self.nperseg = 512 self.traces = np.zeros((nb_du, 3, nb_sample)) - self.du_id = np.arange(nb_du) + self.idx2idt = range(nb_du) self.t_start_ns = np.zeros((nb_du), dtype=np.int64) self.t_samples = np.zeros((nb_du, nb_sample), dtype=np.float64) self.f_samp_mhz = 0.0 - self.d_idxdu = {} + self.idt2idx = {} self.unit_trace = "TBD" + self.type_trace = "" self._d_axis_val = { "idx": ["0", "1", "2"], "port": ["1", "2", "3"], @@ -72,61 +92,101 @@ def __init__(self, name="NotDefined"): self._color = ["k", "y", "b"] self.axis_name = self._d_axis_val["idx"] self.network = None + # computing by user and store in object + self.t_max = None + self.v_max = None ### INTERNAL ### INIT/SETTER - def init_traces(self, traces, du_id, t_start_ns, f_samp_mhz): + def init_traces(self, traces, du_id=None, t_start_ns=None, f_samp_mhz=2000): """ :param traces: array traces 3D :type traces: float (nb_du, 3, nb sample) - :param du_id: array identifier of DU + :param du_id:array identifier of DU :type du_id: int (nb_du,) :param t_start_ns: array time start of trace :type t_start_ns: int (nb_du,) - :param f_samp_mhz: franquency sampling in MHz - :type f_samp_mhz: float + :param f_samp_mhz: frequency sampling in MHz + :type f_samp_mhz: float or array """ + assert isinstance(self.traces, np.ndarray) + assert traces.ndim == 3 + assert traces.shape[1] == 3 self.traces = traces - self.du_id = du_id - for idx, ident in enumerate(self.du_id): - self.d_idxdu[ident] = idx + if du_id is None: + du_id = list(range(traces.shape[0])) + if t_start_ns is None: + t_start_ns = np.zeros(traces.shape[0], dtype=np.float32) + self.idx2idt = du_id + self.idt2idx = {idt: idx for idx, idt in enumerate(self.idx2idt)} self.t_start_ns = t_start_ns - self.f_samp_mhz = f_samp_mhz - assert isinstance(self.traces, np.ndarray) + if isinstance(f_samp_mhz, (int, float)): + self.f_samp_mhz = np.ones(len(du_id)) * f_samp_mhz + else: + self.f_samp_mhz = f_samp_mhz assert isinstance(self.t_start_ns, np.ndarray) - assert traces.shape[1] == 3 - assert traces.shape[0] == du_id.shape[0] - assert du_id.shape[0] == t_start_ns.shape[0] + assert traces.shape[0] == len(du_id) + assert len(du_id) == t_start_ns.shape[0] self._define_t_samples() def init_network(self, du_pos): """ - :param du_pos: - :type du_pos: - :param du_id: - :type du_id: + :param du_pos: position of DU in cartesian coordinate + :type du_pos: float(nb_du,3) """ - self.network = DetectorUnitNetwork(self.name) - self.network.init_pos_id(du_pos, self.du_id) + self.network = DetectorUnitNetwork() + self.network.init_pos_id(du_pos, self.idx2idt) - def set_unit_axis(self, str_unit="TBD", axis_name="idx"): + def set_unit_axis(self, str_unit="TBD", axis_name="idx", type_tr="Trace"): """ - :param str_unit: - :type str_unit: - :param axis_name: - :type axis_name: + :param str_unit: define the unit of traces + :type str_unit: string + :param axis_name: define the type of axis, must in self._d_axis_val + :type axis_name: string + :param type_tr: define type of traces + :type type_tr: string """ assert isinstance(str_unit, str) + assert isinstance(axis_name, str) + assert isinstance(type_tr, str) + self.type_trace = type_tr self.unit_trace = str_unit self.axis_name = self._d_axis_val[axis_name] + def set_periodogram(self, size): + """ + + :param size: size of periodogram + """ + assert size > 0 + self.nperseg = size + ### OPERATIONS + def apply_bandpass(self, fr_min, fr_max, causal=True): + """ + band filter with butterfly window + + :return: filtered trace in time domain + """ + low = fr_min * 1e6 + high = fr_max * 1e6 + f_hz = self.f_samp_mhz[0] * 1e6 + order = 9 + coeff_b, coeff_a = ssig.butter(order, [low, high], btype="bandpass", fs=f_hz) + if causal: + filtered = ssig.lfilter(coeff_b, coeff_a, self.traces) + else: + filtered = ssig.filtfilt(coeff_b, coeff_a, self.traces) + self.traces = filtered.real + self.t_max = None + self.v_max = None + def _define_t_samples(self): """ Define time sample for the duration of the trace @@ -145,34 +205,120 @@ def _define_t_samples(self): self.t_samples = t_trace.transpose() logger.info(f"shape t_samples = {self.t_samples.shape}") - def reduce_nb_du(self, new_nb_du): + def keep_only_trace_with_ident(self, l_idt): + """Keep trace with identifier defined in list + + :param l_idt: list of identifier of trace + :type l_idt: list int or string """ - feature to reduce computation, for debugging + l_idx = [self.idt2idx[idt] for idt in l_idt] + self.keep_only_trace_with_index(l_idx) + + def keep_only_trace_with_index(self, l_idx): + """Keep trace at index defined in list + + :param l_idx:list of index of trace + :type l_idt: list int + """ + du_id = [self.idx2idt[idx] for idx in l_idx] + self.idx2idt = du_id + self.idt2idx = {} + for idx, ident in enumerate(self.idx2idt): + self.idt2idx[ident] = idx + self.traces = self.traces[l_idx] + self.t_start_ns = self.t_start_ns[l_idx] + if self.t_samples.shape[0] > 0: + self.t_samples = self.t_samples[l_idx] + if self.network: + self.network = copy.deepcopy(self.network) + self.network.keep_only_du_with_index(l_idx) + self.t_max = None + self.v_max = None + + def reduce_nb_trace(self, new_nb_du): + """reduces the number of traces to the first + + Feature to reduce computation, for debugging :param new_nb_du: keep only new_nb_du first DU :type new_nb_du: int """ assert new_nb_du > 0 - assert new_nb_du <= self.get_nb_du() - self.du_id = self.du_id[:new_nb_du] + assert new_nb_du <= self.get_nb_trace() + self.idx2idt = self.idx2idt[:new_nb_du] self.traces = self.traces[:new_nb_du, :, :] self.t_start_ns = self.t_start_ns[:new_nb_du] if self.t_samples.shape[0] > 0: - self.t_samples = self.t_samples[:new_nb_du, :, :] + self.t_samples = self.t_samples[:new_nb_du, :] self.network.reduce_nb_du(new_nb_du) + def downsize_sampling(self, fact): + """Downsampling with scipy decimate function + + :param fact: the downsampling factor + :type fact: int + """ + # self.traces = self.traces[:, :, ::fact] + self.traces = ssig.decimate(self.traces, fact) + self.f_samp_mhz /= fact + self.t_samples = np.zeros((0, 0), dtype=np.float64) + self._define_t_samples() + self.nperseg = np.min(np.array([self.traces.shape[2] // 2, self.nperseg])) + + def remove_trace_low_signal(self, threshold, norm_traces=None): + """Remove trace where is lower than + + :param threshold: value > 0 + :type threshold: number + """ + if norm_traces is None: + norm_traces = self.get_max_norm() + else: + assert norm_traces.shape[0] == self.get_nb_trace() + idx_ok = np.squeeze(np.argwhere(norm_traces > threshold)) + self.keep_only_trace_with_index(idx_ok) + return idx_ok + ### GETTER : + def copy(self, new_traces=None, deepcopy=True): + """Return a copy of current object where traces can be modify + + The type of copy is copy with reference, not a deepcopy + https://stackoverflow.com/questions/3975376/why-updating-shallow-copy-dictionary-doesnt-update-original-dictionary/3975388#3975388 - def delta_t_ns(self): + if new_traces is : + * None : object with same value + * 0 : the return object has a traces with same shape but set to 0 + * np.array : the return object has new_traces as traces + + :param new_traces: if array must be have the same shape + :type new_traces: array/None/0 + :return: Handling3dTraces instance """ - Return sampling rate in ns + if deepcopy: + my_copy = copy.deepcopy(self) + else: + my_copy = copy.copy(self) + if new_traces is not None: + if isinstance(new_traces, np.ndarray): + assert self.traces.shape == new_traces.shape + elif new_traces == 0: + new_traces = np.zeros_like(self.traces) + my_copy.traces = new_traces + self.t_max = None + self.v_max = None + return my_copy + + def get_delta_t_ns(self): + """Return sampling rate in ns + + :return: float(nb_3dtrace,) """ ret = 1e3 / self.f_samp_mhz return ret def get_max_abs(self): - """ - Find absolute maximal value in trace for each detector + """Find absolute maximal value in trace for each detector :return: array max of abs value :rtype: float (nb_du,) @@ -180,8 +326,7 @@ def get_max_abs(self): return np.max(np.abs(self.traces), axis=(1, 2)) def get_max_norm(self): - """ - Return array of maximal of 3D norm in trace for each detector + """Return array of maximal of 3D norm in trace for each detector :return: array norm of traces :rtype: float (nb_du,) @@ -191,61 +336,111 @@ def get_max_norm(self): return np.max(np.linalg.norm(self.traces, axis=1), axis=1) def get_norm(self): - """ - Return norm of traces for each time sample + """Return norm of traces for each time sample :return: norm of traces for each time sample :rtype: float (nb_du, nb sample) """ return np.linalg.norm(self.traces, axis=1) - def get_tmax_vmax(self): - """ - Return time where norm of the amplitude of the Hilbert tranform is max + def get_tmax_vmax(self, hilbert=True, interpol="auto"): + """Return time where norm of the amplitude of the Hilbert tranform is max - :return: time of max and max + :param hilbert: True for Hilbert envelop else norm L2 + :type hilbert: bool + :param interpol: keyword in no, auto, parab + :type interpol: string + :return: time of max and max :rtype: float(nb_du,) , float(nb_du,) """ - tmax, vmax, _, _ = gsig.get_peakamptime_norm_hilbert(self.t_samples, self.traces) - return tmax, vmax + if hilbert: + tmax, vmax, idx_max, tr_norm = gds.get_peakamptime_norm_hilbert( + self.t_samples, self.traces + ) + else: + tr_norm = np.linalg.norm(self.traces, axis=1) + idx_max = np.argmax(tr_norm, axis=1) + idx_max = idx_max[:, np.newaxis] + tmax = np.squeeze(np.take_along_axis(self.t_samples, idx_max, axis=1)) + vmax = np.squeeze(np.take_along_axis(tr_norm, idx_max, axis=1)) + if interpol == "no": + self.t_max = tmax + self.v_max = vmax + return tmax, vmax + if interpol not in ["parab", "auto"]: + raise + t_max = np.empty_like(tmax) + v_max = np.empty_like(tmax) + for idx in range(self.get_nb_trace()): + logger.debug(f"{idx} {self.idx2idt[idx]} {idx_max[idx]}") + if interpol == "parab": + t_max[idx], v_max[idx] = gds.find_max_with_parabola_interp_3pt( + self.t_samples[idx], tr_norm[idx], int(idx_max[idx]) + ) + else: + t_max[idx], v_max[idx] = gds.find_max_with_parabola_interp( + self.t_samples[idx], tr_norm[idx], int(idx_max[idx]) + ) + logger.debug(f"{t_max[idx]} ; {v_max[idx]}") + self.t_max = t_max + self.v_max = v_max + return t_max, v_max def get_min_max_t_start(self): - """ + """Return time interval of time start of trace + :return: first and last time start :rtype: float, float """ return self.t_start_ns.min(), self.t_start_ns.max() - def get_nb_du(self): - """ + def get_nb_trace(self): + """Return the number of 3d traces :return: number of DU :rtype: int """ - return self.du_id.shape[0] + return len(self.idx2idt) def get_size_trace(self): - """ + """Return the number of sample in trace + :return: number of sample in trace :rtype: int """ return self.traces.shape[2] - def get_extended_traces(self): + def get_snr_and_noise(self): + """Return a crude estimation of SNR and noise level + + Crude estimation because: + * noise is estimated at the end of trace + * max value has different estimator. + + :return: snr float(nb_trace,), noise(nb_trace,) """ - compute and return traces extended to the entire duration of the event with common time + size_noise = np.min([100, int(self.get_size_trace() / 20)]) + noise = np.max(np.std(self.traces[:, :, -size_noise:], axis=-1), axis=-1) + _, v_max = self.get_tmax_vmax(hilbert=True, interpol="auto") + return v_max / noise, v_max, noise + + def get_extended_traces(self): + """Return extended traces to time interval of event + + Compute and return traces extended to the entire duration of + the event with common time :return: common time, extended traces :rtype: float (nb extended sample), float (nb_du, 3, nb extended sample) """ size_tr = int(self.get_size_trace()) t_min, t_max = self.get_min_max_t_start() - delta = self.delta_t_ns() + delta = self.get_delta_t_ns()[0] nb_sample_mm = (t_max - t_min) / delta nb_sample = int(np.rint(nb_sample_mm) + size_tr) - extended_traces = np.zeros((self.get_nb_du(), 3, nb_sample), dtype=self.traces.dtype) + extended_traces = np.zeros((self.get_nb_trace(), 3, nb_sample), dtype=self.traces.dtype) # don't use np.uint64 else int+ int =float ?? i_beg = np.rint((self.t_start_ns - t_min) / delta).astype(np.uint32) - for idx in range(self.get_nb_du()): + for idx in range(self.get_nb_trace()): extended_traces[idx, :, i_beg[idx] : i_beg[idx] + size_tr] = self.traces[idx] common_time = t_min + np.arange(nb_sample, dtype=np.float64) * delta return common_time, extended_traces @@ -253,8 +448,7 @@ def get_extended_traces(self): ### PLOTS def plot_trace_idx(self, idx, to_draw="012"): # pragma: no cover - """ - Draw 3 traces associated to DU with index idx + """Draw 3 traces associated to DU with index idx :param idx: index of DU to draw :type idx: int @@ -263,34 +457,48 @@ def plot_trace_idx(self, idx, to_draw="012"): # pragma: no cover """ self._define_t_samples() plt.figure() - plt.title(f"Trace of DU {self.du_id[idx]} (idx={idx})") + s_title = f"{self.type_trace}, DU {self.idx2idt[idx]} (idx={idx})" + s_title += f"\n$F_{{sampling}}$={self.f_samp_mhz[idx]} MHz" + s_title += f"; {self.get_size_trace()} samples" + plt.title(s_title) + a_sigma = np.zeros(3, dtype=np.float32) for idx_axis, axis in enumerate(self.axis_name): if str(idx_axis) in to_draw: + m_sig = np.std(self.traces[idx, idx_axis, -100:]) + a_sigma[idx_axis] = m_sig plt.plot( self.t_samples[idx], self.traces[idx, idx_axis], self._color[idx_axis], - label=axis, + label=axis + r", $\sigma_{noise}\approx$" + f"{m_sig:.1e}", ) + if self.t_max is not None: + snr = self.v_max[idx] / a_sigma.max() + plt.plot( + self.t_max[idx], + self.v_max[idx], + "d", + label=f"Max {self.v_max[idx]:.4e} {self.unit_trace}\n" + + r"$SNR\approx$" + + f"{snr:.0f}", + ) plt.ylabel(f"{self.unit_trace}") - plt.xlabel(f"ns\nFile: {self.name}") + plt.xlabel(f"ns\n{self.name}") plt.grid() plt.legend() def plot_trace_du(self, du_id, to_draw="012"): # pragma: no cover - """ - Draw 3 traces associated to DU du_id + """Draw 3 traces associated to DU idx2idt :param idx: index of DU to draw :type idx: int :param to_draw: select components to draw :type to_draw: enum str ["0", "1", "2"] not exclusive """ - self.plot_trace_idx(self.d_idxdu[du_id], to_draw) + self.plot_trace_idx(self.idt2idx[du_id], to_draw) - def plot_ps_trace_idx(self, idx, to_draw="012"): # pragma: no cover - """ - Draw power spectrum for 3 traces associated to DU at index idx + def plot_psd_trace_idx(self, idx, to_draw="012"): # pragma: no cover + """Draw power spectrum for 3 traces associated to DU at index idx :param idx: index of trace :type idx: int @@ -299,43 +507,38 @@ def plot_ps_trace_idx(self, idx, to_draw="012"): # pragma: no cover """ self._define_t_samples() plt.figure() - noverlap = 0 - plt.title(f"Power spectrum of DU {self.du_id[idx]} (idx={idx})") for idx_axis, axis in enumerate(self.axis_name): if str(idx_axis) in to_draw: - freq, pxx_den = ssig.welch( - self.traces[idx, idx_axis], - self.f_samp_mhz * 1e6, - window="taylor", - noverlap=noverlap, - scaling="spectrum", + freq, pxx_den = get_psd( + self.traces[idx, idx_axis], self.f_samp_mhz[idx], self.nperseg ) - plt.semilogy(freq * 1e-6, pxx_den, self._color[idx_axis], label=axis) - plt.ylabel(f"({self.unit_trace})^2") - plt.xlabel(f"MHz\nFile: {self.name}") - plt.xlim([0, 300]) + plt.semilogy(freq[2:], pxx_den[2:], self._color[idx_axis], label=axis) + # plt.plot(freq[2:] * 1e-6, pxx_den[2:], self._color[idx_axis], label=axis) + m_title = f"Power spectrum density of {self.type_trace}, DU {self.idx2idt[idx]} (idx={idx})" + m_title += f"\nPeriodogram has {self.nperseg} samples, delta freq {freq[1]:.2f}MHz" + plt.title(m_title) + plt.ylabel(rf"({self.unit_trace})$^2$/Hz") + plt.xlabel(f"MHz\n{self.name}") + plt.xlim([0, 400]) plt.grid() plt.legend() - def plot_ps_trace_du(self, du_id, to_draw="012"): # pragma: no cover - """ - Draw power spectrum for 3 traces associated to DU du_id + def plot_psd_trace_du(self, du_id, to_draw="012"): # pragma: no cover + """Draw power spectrum for 3 traces associated to DU idx2idt - :param du_id: DU identifier - :type du_id: int + :param idx2idt: DU identifier + :type idx2idt: int :param to_draw: select components to draw :type to_draw: enum str ["0", "1", "2"] not exclusive """ - self.plot_ps_trace_idx(self.d_idxdu[du_id], to_draw) + self.plot_psd_trace_idx(self.idt2idx[du_id], to_draw) def plot_all_traces_as_image(self): # pragma: no cover - """ - Interactive image double click open traces associated - """ + """Interactive image double click open traces associated""" norm = self.get_norm() _ = plt.figure() # fig.canvas.manager.set_window_title(f"{self.name}") - plt.title(f"Norm of all traces in event") + plt.title(f"Norm of all traces {self.type_trace} in event") col_log = colors.LogNorm(clip=False) im_traces = plt.imshow(norm, cmap="Blues", norm=col_log) plt.colorbar(im_traces) @@ -344,57 +547,41 @@ def plot_all_traces_as_image(self): # pragma: no cover def on_click(event): if event.button is MouseButton.LEFT and event.dblclick: - self.plot_trace_idx(int(event.ydata + 0.5)) + idx = int(event.ydata + 0.5) + self.plot_trace_idx(idx) + self.plot_psd_trace_idx(idx) plt.show() plt.connect("button_press_event", on_click) def plot_histo_t_start(self): # pragma: no cover - """ - Histogram of time start - """ + """Histogram of time start""" plt.figure() - plt.title(f"{self.name}\nTime start histogram") + plt.title(rf"{self.name}\nTime start histogram") plt.hist(self.t_start_ns) plt.xlabel("ns") plt.grid() - def plot_footprint_4d(self): # pragma: no cover - """ - Plot time max and max value by component - """ - if self.network: - self.network.plot_footprint_4d(self, "3D") - else: - logger.error("DU network isn't defined, can't plot footprint") + def plot_footprint_4d_max(self): # pragma: no cover + """Plot time max and max value by component""" + v_max = np.max(np.abs(self.traces), axis=2) + self.network.plot_footprint_4d(self, v_max, "3D", unit=self.unit_trace) def plot_footprint_val_max(self): # pragma: no cover - """ - Plot footprint max value - """ - if self.network: - self.network.plot_footprint_1d(self.get_max_norm(), "Max ||trace||", self) - else: - logger.error("DU network isn't defined, can't plot footprint") - - def plot_footprint_val_max_inter(self): # pragma: no cover - """ - Plot footprint max value - """ - if self.network: - a_time, a_values = self.get_extended_traces() - self.network.plot_footprint_time(a_time, a_values, "test") - else: - logger.error("DU network isn't defined, can't plot footprint") + """Plot footprint max value""" + self.network.plot_footprint_1d( + self.get_max_norm(), f"Max ||{self.type_trace}||", self, unit=self.unit_trace + ) def plot_footprint_time_max(self): # pragma: no cover - """ - Plot footprint time associated to max value - """ - tmax, _ = self.get_tmax_vmax() + """Plot footprint time associated to max value""" + tmax, _ = self.get_tmax_vmax(False) + self.network.plot_footprint_1d(tmax, "Time of max value", self, scale="lin", unit="ns") + + def plot_footprint_time_slider(self): # pragma: no cover + """Plot footprint max value""" if self.network: - self.network.plot_footprint_1d(tmax, "Time of max value", self, scale="lin") + a_time, a_values = self.get_extended_traces() + self.network.plot_footprint_time(a_time, a_values, "Max value") else: - logger.error("DU network isn't defined, can't plot footprint") - - + logger.error("DU network isn't defined, can't plot footprint") diff --git a/grand/basis/type_trace.py b/grand/basis/type_trace.py index 17574b5d..69579a03 100644 --- a/grand/basis/type_trace.py +++ b/grand/basis/type_trace.py @@ -12,7 +12,6 @@ GRANDCS, CartesianRepresentation, ) -#from grand.dataio import io_node as io # , ECEF, LTP logger = getLogger(__name__) @@ -81,6 +80,7 @@ def dump(self, node: io.DataNode): node.write("frame", self.frame) """ + @dataclass class Voltage: t: np.ndarray # [s] @@ -120,5 +120,3 @@ def dump(self, node: io.DataNode): node.write("t", self.t, dtype="f4") node.write("V", self.V, dtype="f4") """ - - diff --git a/grand/dataio/root_files.py b/grand/dataio/root_files.py index 51bb4bc5..050a8edc 100644 --- a/grand/dataio/root_files.py +++ b/grand/dataio/root_files.py @@ -1,5 +1,9 @@ """ -Manage ROOT file of type Efield simulation, voltage ADCevent is experimental +Manage ROOT file of type event : Efield, voltage +The main functionnalities of this module is +* to synchronize the relevant TTree (tshower , trun) on the same event +* provide a numpy container of traces by event, with method get_obj_handling3dtraces() + """ import os.path @@ -10,12 +14,16 @@ import ROOT import grand.dataio.root_trees as groot -from grand.basis.traces_event import Handling3dTracesOfEvent +from grand.basis.traces_event import Handling3dTraces logger = getLogger(__name__) +# +# internal function +# + -def get_ttree_in_file(f_root): +def _get_ttree_in_file(f_root): """ Return all TTree name in ROOT file @@ -28,18 +36,6 @@ def get_ttree_in_file(f_root): return l_name_ttree -def check_ttree_in_file(f_root, ttree_name): - """ - Return True if f_root contents ttree_name - - :param f_root: - :type f_root: - :param ttree_name: - :type ttree_name: - """ - return ttree_name in get_ttree_in_file(f_root) - - class _FileEventBase: """ @@ -63,7 +59,7 @@ class _FileEventBase: * du_pos float(N,3): cartesian position of detector unit """ - def __init__(self, tt_event): + def __init__(self, tt_event, f_name): """ Constructor """ @@ -72,22 +68,21 @@ def __init__(self, tt_event): self.traces: Optional[None, np.ndarray] = None self.sig_size: Optional[None, int] = None self.t_bin_size: Optional[float] = 0.5 - self.du_id: Optional[None, np, ndarray, list] = None + self.du_id: Optional[None, np.ndarray, list] = None self.du_count: Optional[None, int] = None self.du_xyz: Optional[None, np.ndarray] = None - self.f_name: Optional[str] = "" self.tag: Optional[str] = "" - + # + self.f_name = f_name self.tt_event = tt_event self.l_events = self.tt_event.get_list_of_events() self.traces = np.empty((0, 3, 0), dtype=np.float32) self.idx_event = -1 - # self.delta_t_ns = -1 - # self.evt_nb = -1 - # self.run_nb = -1 - # self.nb_du = 0 - # self.du_pos = np.empty((self.du_count, 3), dtype=np.float32) - self.f_name = "" + data_dir = groot.DataDirectory(os.path.dirname(f_name)) + self.tt_shower = data_dir.tshower + self.tt_run = data_dir.trun + logger.info(f"file trun: {self.tt_run.file_name}\nfile tshower: {self.tt_shower.file_name}") + self.load_event_idx(0) def load_event_idx(self, idx): """ @@ -119,26 +114,16 @@ def _load_event_identifier(self, event_number, run_number): :param run_number: """ logger.info(f"load event: {event_number} of run {run_number}") - # efield self.tt_event.get_event(event_number, run_number) self.du_id = self.tt_event.du_id self.du_count = self.tt_event.du_count - - # trace_size = len(self.tt_event.trace_x[0]) - trace_size = np.asarray(self.tt_event.trace).shape[-1] - - # if trace_size != self.traces.shape[2]: - # self.traces = np.empty((self.du_count, 3, trace_size), dtype=np.float32) - # logger.info(f"resize numpy array trace to {self.traces.shape}") + self.tt_shower.get_event(event_number, run_number) + self.tt_run.get_run(run_number) + self.idt2idx = {idt: idx for idx, idt in enumerate(self.tt_run.du_id)} + self.t_bin_size = np.asarray(self.tt_run.t_bin_size) + self.du_xyz = np.asarray(self.tt_run.du_xyz) self.traces = np.asarray(self.tt_event.trace) self.sig_size = self.traces.shape[-1] - # self.traces[:, 0, :] = np.array(self.tt_event.trace_x, dtype=np.float32) - # self.traces[:, 1, :] = np.array(self.tt_event.trace_y, dtype=np.float32) - # self.traces[:, 2, :] = np.array(self.tt_event.trace_z, dtype=np.float32) - # self.du_pos = np.empty((self.du_count, 3), dtype=np.float32) - # self.du_pos[:, 0] = np.array(self.tt_event.pos_x, dtype=np.float32) - # self.du_pos[:, 1] = np.array(self.tt_event.pos_y, dtype=np.float32) - # self.du_pos[:, 2] = np.array(self.tt_event.pos_z, dtype=np.float32) def get_du_count(self): """ @@ -164,95 +149,122 @@ def get_sampling_freq_mhz(self): """ return 1e3 / self.t_bin_size + def get_du_nanosec_ordered(self): + """ + return nanosecond between 0s to 2s max + """ + du_s = np.array(self.tt_event.du_seconds) + min_sec = du_s.min() + du_ns = np.array(self.tt_event.du_nanoseconds) + 1000000000 * (du_s - min_sec) + return du_ns + def get_obj_handling3dtraces(self): """ - Return a traces container IO independent Handling3dTracesOfEvent + Return a traces container IO independent Handling3dTraces """ - o_tevent = Handling3dTracesOfEvent( - f"{self.f_name} evt={self.event_number} run={self.run_number}" + s_file = os.path.basename(self.f_name) + o_tevent = Handling3dTraces( + f"{s_file}, EVT_NB={self.event_number}, RUN_NB={self.run_number}" ) - # TODO: difference between du_id for all network and for specific event ? du_id = np.array(self.tt_event.du_id) o_tevent.init_traces( self.traces, du_id, - np.array(self.tt_event.du_nanoseconds), - self.get_sampling_freq_mhz(), + self.get_du_nanosec_ordered(), + self.get_sampling_freq_mhz()[0], ) + l_idx = [self.idt2idx[idt] for idt in self.du_id] + o_tevent.init_network(self.du_xyz[l_idx]) + o_tevent.network.name = self.tt_run.site + shw = self.tt_shower + xmax = shw.xmax_pos_shc + dist_xmax = np.linalg.norm(xmax) / 1000 + o_tevent.info_shower = f"||xmax_pos_shc||={dist_xmax:.1f} km;" + azi, zenith = shw.azimuth, shw.zenith + o_tevent.info_shower += f" (azi, zenith)=({azi:.0f}, {zenith:.0f}) deg;" + nrj = shw.energy_primary + o_tevent.info_shower += f" energy_primary={nrj:.1e} GeV" return o_tevent -class FileEfield(_FileEventBase): +# +# public function class +# + + +def get_file_event(f_name): + """Return an event ROOT file (Efield or voltage) with trun, tshower synchronize on same event""" + if not os.path.exists(f_name): + logger.error(f"File {f_name} doesn't exist.") + raise FileNotFoundError + trees_list = _get_ttree_in_file(f_name) + if "tefield" in trees_list: # File with Efield info as input + return FileEfield(f_name) + if "tvoltage" in trees_list: # File with voltage info as input + return FileVoltage(f_name) + logger.error( + f"File {f_name} doesn't content TTree teventefield or teventvoltage." + " It contains {trees_list}." + ) + raise AssertionError + + +def get_handling3dtraces(f_name, idx_evt=0): + """Return a traces containers from ROOT file for event with index + + Handling3dTraces class is the traces containers + + :param f_name: string ROOT path/file_name + :param idx_evt: integer + :return: object Handling3dTraces """ - File simulation of air shower with 4 TTree + event_files = get_file_event(f_name) + event_files.load_event_idx(idx_evt) + return event_files.get_obj_handling3dtraces() - * tefield - * trun - * trunefieldsim - * tshower - Goals of the class: +def get_simu_parameters(f_name, idx_evt=0): + """Return dictionary of simulation parameters - * synchronize each TTree on same event/run - * add access to event by index not by identifier (event, run) - * initialize instance to the first event - * conversion io.root array to numpy if necessary + Parameters returned from TRun (same name) without transformation + * xmax_pos_shc + * azimuth + * zenith + * energy_primary - Public attributes: + :param f_name: string ROOT path/file_name + :param idx_evt: integer + :return: dictionary with some raw value of simulation parameters + """ + event_files = get_file_event(f_name) + event_files.load_event_idx(idx_evt) + d_simu = {} + d_simu["xmax_pos_shc"] = event_files.tt_shower.xmax_pos_shc + d_simu["azimuth"] = event_files.tt_shower.azimuth + d_simu["zenith"] = event_files.tt_shower.zenith + d_simu["energy_primary"] = event_files.tt_shower.energy_primary + return d_simu - * same as _FileEventBase class - * tt_efield object EfieldEventTree - * tt_shower object ShowerEventSimdataTree - * tt_run object RunTree +class FileEfield(_FileEventBase): + """ + Goals of the class: + + * Event type is Efield """ - def __init__(self, f_name, check=True): + def __init__(self, f_name): """ - Constructor + :param f_name: path to ROOT file Efield """ - name_ttree = "tefield" - if check: - if not os.path.exists(f_name): - logger.error(f"File {f_name} doesn't exist.") - raise FileNotFoundError - if not check_ttree_in_file(f_name, name_ttree): - logger.error(f"File {f_name} doesn't content TTree {name_ttree}") - raise AssertionError - logger.info(f"Events in file {f_name}") event = groot.TEfield(f_name) - super().__init__(event) + super().__init__(event, f_name) self.tt_efield = self.tt_event - self.tt_shower = groot.TShower(f_name) - self.tt_run = groot.TRun(f_name) - self.load_event_idx(0) - self.f_name = f_name - - def _load_event_identifier(self, event_number, run_number): - """ - synchronize all event TTree with method get_event() in file. - - :param event_number: - :param run_number: - """ - super()._load_event_identifier(event_number, run_number) - # synchronize showerTree on same evt, run - logger.info(f"load tt_shower: {event_number} of run {run_number}") - self.tt_shower.get_event(event_number, run_number) - # synchronize runTree on same run - self.tt_run.get_run(run_number) - # synchronize EfieldRunSimdataTree on same run - self.t_bin_size = np.asarray(self.tt_run.t_bin_size) - self.du_xyz = np.asarray(self.tt_run.du_xyz) - def get_obj_handling3dtraces(self): - """ - Return a traces container IO independent - """ o_tevent = super().get_obj_handling3dtraces() - o_tevent.init_network(self.du_xyz) o_tevent.set_unit_axis(r"$\mu$V/m", "cart") + o_tevent.type_trace = "Efield" return o_tevent @@ -260,56 +272,20 @@ class FileVoltage(_FileEventBase): """ Goals of the class: - * add access to event by index not by identifier (event, run) - * initialize instance to the first event - * conversion io.root array to numpy if necessary - - Public attributs: - - * same as _FileEventBase class + * Event type is voltage """ - def __init__(self, f_name, check=True): + def __init__(self, f_name): """ - Constructor + + :param f_name: path to ROOT file volatge """ - name_ttree = "tvoltage" - if check: - if not os.path.exists(f_name): - logger.error(f"File {f_name} doesn't exist.") - raise FileNotFoundError - if not check_ttree_in_file(f_name, name_ttree): - logger.error(f"File {f_name} doesn't content TTree {name_ttree}") - raise AssertionError - logger.info(f"Events in file {f_name}") event = groot.TVoltage(f_name) - super().__init__(event) - self.load_event_idx(0) - self.f_name = f_name + super().__init__(event, f_name) + self.tt_volt = self.tt_event def get_obj_handling3dtraces(self): - """ - Return a traces container IO independent - """ o_tevent = super().get_obj_handling3dtraces() o_tevent.set_unit_axis(r"$\mu$V", "dir") + o_tevent.type_trace = "Voltage" return o_tevent - - -def get_file_event(f_name): - """ - Factory for ROOT event file, return an instance of FileSimuEfield or FileVoltageEvent - """ - if not os.path.exists(f_name): - print("File does not exist") - logger.error(f"File {f_name} doesn't exist.") - raise FileNotFoundError - trees_list = get_ttree_in_file(f_name) - if "tefield" in trees_list: # File with Efield info as input - return FileEfield(f_name, False) - if "tvoltage" in trees_list: # File with voltage info as input - return FileVoltage(f_name, False) - logger.error( - f"File {f_name} doesn't content TTree teventefield or teventvoltage. It contains {trees_list}." - ) - raise AssertionError diff --git a/granddb/testssh.py b/granddb/notestssh.py similarity index 100% rename from granddb/testssh.py rename to granddb/notestssh.py diff --git a/scripts/plot_tmax_vmax.py b/scripts/plot_tmax_vmax.py new file mode 100644 index 00000000..9249e7bc --- /dev/null +++ b/scripts/plot_tmax_vmax.py @@ -0,0 +1,29 @@ +import grand.dataio.root_files as froot +import matplotlib.pyplot as plt +import numpy as np +import sys + +f_event = sys.argv[1] +print(f_event) + +ef3d=froot.get_handling3dtraces(f_event) +t_max , v_max =ef3d.get_tmax_vmax() + +plt.figure() +plt.title(f_event) +t_tot = ef3d.get_size_trace()*ef3d.get_delta_t_ns()[0] +t_max_rel = t_max-ef3d.t_samples[:,0] +plt.scatter(100*t_max_rel/t_tot, v_max) +plt.xlim([0,100]) +plt.xlabel("Position of time of max in trace, % ") +plt.ylabel(r"Max value of trace, $\mu$v/m ") +plt.hlines(25, 0, 100,label="level of galaxy background",linestyles= '-') +v_inf = np.min(v_max)/2 +v_sup = np.max(v_max) +plt.vlines(15, v_inf, v_sup,label="inf border for max",linestyles= '-.') +plt.vlines(55, v_inf, v_sup,label="sup border for max", linestyles= '--') +plt.yscale("log") +plt.grid() +plt.legend() +plt.show() +plt.ion() diff --git a/sim2root/CoREASRawRoot/__pycache__/CorsikaInfoFuncs.cpython-310.pyc b/sim2root/CoREASRawRoot/__pycache__/CorsikaInfoFuncs.cpython-310.pyc deleted file mode 100644 index 744448bf..00000000 Binary files a/sim2root/CoREASRawRoot/__pycache__/CorsikaInfoFuncs.cpython-310.pyc and /dev/null differ diff --git a/sim2root/CoREASRawRoot/__pycache__/raw_root_trees.cpython-310.pyc b/sim2root/CoREASRawRoot/__pycache__/raw_root_trees.cpython-310.pyc deleted file mode 100644 index a6c7bb79..00000000 Binary files a/sim2root/CoREASRawRoot/__pycache__/raw_root_trees.cpython-310.pyc and /dev/null differ diff --git a/sim2root/CoREASRawRoot/__pycache__/root_trees.cpython-310.pyc b/sim2root/CoREASRawRoot/__pycache__/root_trees.cpython-310.pyc deleted file mode 100644 index 5fc910a5..00000000 Binary files a/sim2root/CoREASRawRoot/__pycache__/root_trees.cpython-310.pyc and /dev/null differ diff --git a/src_outlib/test_file_efield.py b/src_outlib/test_file_efield.py index b688d77e..3b1e5ce3 100644 --- a/src_outlib/test_file_efield.py +++ b/src_outlib/test_file_efield.py @@ -56,7 +56,7 @@ def test_histo_t_start(): o_trevt.plot_histo_t_start() idx = 46 o_trevt.plot_trace_idx(idx) - o_trevt.plot_ps_trace_idx(idx) + o_trevt.plot_psd_trace_idx(idx) if __name__ == '__main__': logger.info(mlg.string_begin_script()) diff --git a/src_outlib/widget.py b/src_outlib/widget.py index d1f054c5..db41ef94 100644 --- a/src_outlib/widget.py +++ b/src_outlib/widget.py @@ -10,7 +10,7 @@ ''' import argparse from grand.io.root_file import FileSimuEfield -from grand.basis.traces_event import Handling3dTracesOfEvent +from grand.basis.traces_event import Handling3dTraces import numpy as np import matplotlib.pyplot as plt from matplotlib.widgets import Slider, Button diff --git a/tests/basis/test_du_network.py b/tests/basis/test_du_network.py index d0197d5e..00e74f46 100644 --- a/tests/basis/test_du_network.py +++ b/tests/basis/test_du_network.py @@ -9,7 +9,8 @@ def test_init_pos_id(): du_id = np.arange(2) + 20 dun.init_pos_id(du_pos, du_id) assert np.allclose(dun.du_pos, du_pos) - + + def test_reduce_nb_du(): dun = DetectorUnitNetwork() du_pos = np.arange(2 * 3, dtype=np.float32).reshape((2, 3)) @@ -20,19 +21,37 @@ def test_reduce_nb_du(): dun.reduce_nb_du(new_nb) assert dun.du_pos.shape[0] == new_nb + def test_get_sub_network(): dun = DetectorUnitNetwork() du_pos = np.arange(2 * 3, dtype=np.float32).reshape((2, 3)) du_id = np.arange(2) + 20 dun.init_pos_id(du_pos, du_id) - subnet = dun.get_sub_network([0,1]) # list of selected DUs. + subnet = dun.get_sub_network([0, 1]) # list of selected DUs. assert subnet.du_pos.shape[0] == 2 -#def test_get_surface(): -# # RK: this is a lazy test. Improve it in the next release. -# dun = DetectorUnitNetwork() -# du_pos = np.arange(10 * 3, dtype=np.float32).reshape((10, 3)) -# du_id = np.arange(10) + 20 -# dun.init_pos_id(du_pos, du_id) -# area_km2 = dun.get_surface() -# assert area_km2 is not None \ No newline at end of file + +def test_get_surface(): + dun = DetectorUnitNetwork() + du_pos = np.array([[0, 0, 0], [1000, 0, 0], [0, 1000, 0]]) + dun.init_pos_id(du_pos) + area_km2 = dun.get_surface() + assert area_km2 == 0.5 + du_pos = np.array([[0, 0, 0], [1000, 0, 0], [0, 1000, 0], [1000, 1000, 0]]) + dun.init_pos_id(du_pos) + area_km2 = dun.get_surface() + assert area_km2 == 1 + du_pos = np.array([[0, 0, 0], [1000, 0, 0], [0, 1000, 0], [1000, 1000, 0], [2000, 0, 0]]) + dun.init_pos_id(du_pos) + area_km2 = dun.get_surface() + assert area_km2 == 1.5 + + +def test_keep_only_du_with_index(): + dun = DetectorUnitNetwork() + du_pos = np.array([[0, 0, 0], [1000, 0, 0], [0, 1000, 0], [1000, 1000, 0], [2000, 0, 0]]) + dun.init_pos_id(du_pos) + dun.keep_only_du_with_index([0, 2, 4]) + assert dun.get_nb_du() == 3 + area_km2 = dun.get_surface() + assert area_km2 == 1 diff --git a/tests/basis/test_signal.py b/tests/basis/test_signal.py index ca054368..73e3803c 100644 --- a/tests/basis/test_signal.py +++ b/tests/basis/test_signal.py @@ -1,156 +1,79 @@ -""" -Unit tests for the grand.basis.signal module -""" -import unittest -from tests import TestCase -import numpy as np +from grand.basis.signal import * +import grand.basis.traces_event as tre +import scipy as scp -import grand.basis.signal as sig -from grand import CartesianRepresentation +G_FlagPlot = False -t = np.array([-6.5e-08, -6.3e-08, -6.1e-08, -5.9e-08, -5.7e-08, -5.5e-08, - -5.3e-08, -5.1e-08, -4.9e-08, -4.7e-08, -4.5e-08, -4.3e-08, -4.1e-08, - -3.9e-08, -3.7e-08, -3.5e-08, -3.3e-08, -3.1e-08, -2.9e-08, -2.7e-08, - -2.5e-08, -2.3e-08, -2.1e-08, -1.9e-08, -1.7e-08, -1.5e-08, -1.3e-08, - -1.1e-08, -9.0e-09, -7.0e-09, -5.0e-09, -3.0e-09, -1e-09, 1e-09, - 3.0e-09, 5.0e-09, 7.0e-09, 9.0e-09, 1.1e-08, 1.3e-08, 1.5e-08, 1.7e-08, - 1.9e-08, 2.1e-08, 2.3e-08, 2.5e-08, 2.7e-08, 2.9e-08, 3.1e-08, 3.3e-08, - 3.5e-08, 3.7e-08, 3.9e-08, 4.1e-08, 4.3e-08, 4.5e-08, 4.7e-08, 4.9e-08, - 5.1e-08, 5.3e-08, 5.5e-08, 5.7e-08, 5.9e-08, 6.1e-08, 6.3e-08, 6.5e-08, - 6.7e-08, 6.9e-08, 7.1e-08, 7.3e-08, 7.5e-08, 7.7e-08, 7.9e-08, 8.1e-08, - 8.3e-08, 8.5e-08, 8.7e-08, 8.9e-08, 9.1e-08, 9.3e-08, 9.5e-08, 9.7e-08, - 9.9e-08, 1.01e-07, 1.03e-07, 1.05e-07, 1.07e-07, 1.09e-07, 1.11e-07, - 1.13e-07, 1.15e-07, 1.17e-07, 1.19e-07, 1.21e-07, 1.23e-07, 1.25e-07, - 1.27e-07, 1.29e-07, 1.31e-07, 1.33e-07, 1.35e-07, 1.37e-07, 1.39e-07, - 1.41e-07, 1.43e-07, 1.45e-07, 1.47e-07, 1.49e-07, 1.51e-07, 1.53e-07, - 1.55e-07, 1.57e-07, 1.59e-07, 1.61e-07, 1.63e-07, 1.65e-07, 1.67e-07, - 1.69e-07, 1.71e-07, 1.73e-07, 1.75e-07, 1.77e-07, 1.79e-07, 1.81e-07, - 1.83e-07, 1.85e-07, 1.87e-07, 1.89e-07, 1.91e-07, 1.93e-07, 1.95e-07, - 1.97e-07, 1.99e-07, 2.01e-07, 2.03e-07, 2.05e-07, 2.07e-07, 2.09e-07, - 2.11e-07, 2.13e-07, 2.15e-07, 2.17e-07, 2.19e-07, 2.21e-07, 2.23e-07, - 2.25e-07, 2.27e-07, 2.29e-07, 2.31e-07, 2.33e-07, 2.35e-07, 2.37e-07, - 2.39e-07, 2.41e-07, 2.43e-07, 2.45e-07, 2.47e-07, 2.49e-07, 2.51e-07, - 2.53e-07, 2.55e-07, 2.57e-07, 2.59e-07, 2.61e-07, 2.63e-07, 2.65e-07, - 2.67e-07, 2.69e-07, 2.71e-07, 2.73e-07, 2.75e-07, 2.77e-07, 2.79e-07, - 2.81e-07, 2.83e-07, 2.85e-07, 2.87e-07, 2.89e-07, 2.91e-07, 2.93e-07, - 2.95e-07, 2.97e-07, 2.99e-07, 3.01e-07, 3.03e-07, 3.05e-07, 3.07e-07, - 3.09e-07, 3.11e-07, 3.13e-07, 3.15e-07, 3.17e-07, 3.19e-07, 3.21e-07, - 3.23e-07, 3.25e-07, 3.27e-07, 3.29e-07, 3.31e-07, 3.33e-07, 3.35e-07, - 3.37e-07, 3.39e-07, 3.41e-07, 3.43e-07, 3.45e-07, 3.47e-07, 3.49e-07, - 3.51e-07, 3.53e-07, 3.55e-07, 3.57e-07, 3.59e-07, 3.61e-07, 3.63e-07, - 3.65e-07, 3.67e-07, 3.69e-07, 3.71e-07, 3.73e-07, 3.75e-07, 3.77e-07, - 3.79e-07, 3.81e-07, 3.83e-07, 3.85e-07, 3.87e-07, 3.89e-07, 3.91e-07, - 3.93e-07, 3.95e-07, 3.97e-07, 3.99e-07, 4.01e-07, 4.03e-07, 4.05e-07, - 4.07e-07, 4.09e-07, 4.11e-07, 4.13e-07, 4.15e-07, 4.17e-07, 4.19e-07, - 4.21e-07, 4.23e-07, 4.25e-07, 4.27e-07, 4.29e-07, 4.31e-07, 4.33e-07, - 4.35e-07, 4.37e-07, 4.39e-07, 4.41e-07, 4.43e-07, 4.45e-07]) -Ex = np.array([0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 0.0, 0.0, 0.0, 4.634e-06, 8.327e-06, -0.0001962, -0.001593, 0.001595, - -0.001423, 0.002508, -0.01132, 0.0005137, 0.003592, -0.01067, -0.0009633, - 0.008882, 0.01466, -0.007593, 0.0002477, -0.01432, 0.0004441, -0.005924, - 0.001146, 0.008704, 0.008442, -0.00348, -0.002316, 0.001836, -0.004856, - 0.007674, 0.01774, 0.05312, 0.111, 0.004729, 0.008051, 0.003123, -0.01139, - -0.01326, 0.005622, -0.01499, -0.01029, -0.00238, -0.01578, -0.01478, -0.0102, - -0.01188, 0.007526, -0.01554, -0.005519, -0.004631, -0.01298, 0.004591, 0.01252, - -0.01035, -0.007446, 0.0005477, 0.002052, 0.002545, -0.007815, -0.001831, - -0.0079, -0.00876, -0.008696, -0.002208, -0.01397, -0.0136, -0.004355, -0.003452, - 0.01309, 0.003015, -0.006622, -0.007464, -0.006257, -0.003579, -0.002314, - 0.001303, -0.004935, -0.002793, -0.01587, 0.005295, -0.008781, 0.002756, - 0.01451, -0.01102, -0.01542, 0.004564, 0.006329, -0.001169, -0.005177, -0.008236, - -0.01028, 0.01354, 0.002981, 0.003809, -0.0136, -0.004548, -0.003293, -0.01541, - -0.01023, 0.008453, 0.007639, -0.003952, -0.005495, 0.006424, 0.005166, 0.002028, - 0.0004013, -0.0061, -0.002726, -0.001718, 0.001021, -0.01483, -0.006085, 0.004861, - 0.003833, -0.0005193, -0.006949, 0.004709, -0.001642, -0.006724, -0.0007832, - 0.006581, 0.001882, -0.02022, -0.0008376, 0.01225, -0.004236, -0.004128, 0.0006207, - -0.001163, -0.004435, 0.002362, -0.004299, 0.001443, -0.007266, 0.0009821, -0.006581, - 0.003486, 0.0006452, 0.003584, -0.003828, 0.000949, -0.00451, -0.002225, -0.001442, - 0.001595, -0.002558, 0.004587, 0.000634, -0.004932, -0.006465, 0.004321, -0.0007782, - -0.001376, 0.0007583, -0.002453, -0.007857, -0.004844, -0.001436, 0.006736, - -0.0004207, -0.001258, 0.00227, 0.007231, 0.002765, -0.0002397, -0.002203, - -0.003719, 0.0005649, 0.006208, -0.01643, 0.00235, 0.008098, -0.003094, -0.0002576, - 0.007339, 0.0008796, 0.004763, -0.005941, 0.003939, -0.0191, 0.002277, -0.002524, - 0.004373, -0.0001035, -0.001342, 0.0004123, 0.0001047, 0.002963, 0.008776, -0.004753, - -0.004972, -0.005379, -0.002264, 0.0003036, -0.001602, -0.005375, -0.002347, 0.003754, - 0.003124, 0.001916, -0.007459, 0.007283, -0.006275, -0.000778, -0.002005, 0.003565, - 7.714e-05, 0.0002261, 0.003431, 0.0008743, 9.367e-05, -0.0007756, -0.00193, 0.006717, - -0.001539, -0.003396, 0.0007952, -0.000142, -0.000166, 0.001825, 0.001112, -0.001891, - -2.25e-05, -0.0001333, 0.001353, -0.006866]) -Ey = np.array([0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, -4.004e-05, -0.002111, -0.00833, 0.03305, 0.06562, 0.00397, -0.02981, 0.2314, - 0.006861, -0.02816, 0.1393, -0.03429, -0.05913, -0.06653, 0.04426, -0.05904, - 0.001477, 0.01868, -0.02357, 0.04089, 0.000957, 0.09581, 0.3788, 0.6436, 0.9285, - 0.5444, 3.36, 15.66, 39.98, 47.27, 19.58, -0.4214, -2.18, -1.526, -1.326, -1.047, - -0.8405, -1.028, -1.02, -0.8764, -0.8678, -0.7837, -1.019, -1.077, -0.9168, - -0.8808, -0.8705, -1.015, -0.8274, -0.8673, -0.8105, -0.8563, -0.7707, -0.874, - -0.8658, -0.8078, -0.8194, -0.6849, -0.7642, -0.6243, -0.7599, -0.7714, -0.7753, - -0.6276, -0.668, -0.7181, -0.694, -0.7112, -0.7242, -0.6823, -0.6923, -0.6441, - -0.5732, -0.5515, -0.6058, -0.6454, -0.6271, -0.6595, -0.6679, -0.496, -0.5917, - -0.5355, -0.5882, -0.5143, -0.5156, -0.5622, -0.4582, -0.4633, -0.5584, -0.5986, - -0.5187, -0.5535, -0.5166, -0.3849, -0.5549, -0.5604, -0.414, -0.483, -0.437, - -0.4592, -0.4556, -0.3951, -0.3855, -0.5039, -0.503, -0.4456, -0.4159, -0.3664, - -0.571, -0.4996, -0.4005, -0.367, -0.445, -0.5083, -0.3691, -0.3752, -0.4564, - -0.3326, -0.4353, -0.3896, -0.4696, -0.4032, -0.3062, -0.4324, -0.4379, -0.3959, - -0.284, -0.3376, -0.3755, -0.4941, -0.3793, -0.4004, -0.2819, -0.3459, -0.3031, - -0.3248, -0.2656, -0.3641, -0.3444, -0.3266, -0.38, -0.3073, -0.2708, -0.3633, - -0.2837, -0.3671, -0.3648, -0.2912, -0.3716, -0.2566, -0.3025, -0.3055, -0.3328, - -0.3391, -0.3425, -0.3461, -0.2184, -0.2784, -0.2874, -0.3376, -0.2785, -0.2948, - -0.1786, -0.285, -0.3101, -0.2867, -0.2785, -0.3562, -0.2681, -0.1715, -0.229, - -0.3124, -0.2421, -0.2055, -0.1944, -0.2236, -0.2895, -0.3677, -0.2767, -0.2667, - -0.2302, -0.2823, -0.2436, -0.2248, -0.2795, -0.2585, -0.2383, -0.2197, -0.2169, - -0.2209, -0.2551, -0.2062, -0.2398, -0.2319, -0.1828, -0.2452, -0.2123, -0.168, - -0.2161, -0.2357, -0.2168, -0.2806, -0.197, -0.2072, -0.176, -0.2427, -0.2165, -0.202, - -0.2389, -0.2072, -0.1953, -0.2087, -0.2033, -0.1917, -0.1898, -0.1701, -0.1772, - -0.173, -0.1933, -0.184, -0.1878, -0.1594, -0.2037, -0.2085]) -Ez = np.array([0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 0.0, -4.277e-05, 4.058e-05, 0.002583, 0.01059, -0.02968, 0.01995, - -0.002003, 0.03808, -0.01932, -0.06695, 0.05944, 0.01247, -0.1083, -0.09392, - 0.04629, 0.0296, 0.1009, -0.0126, 0.09194, -0.06074, -0.05238, -0.04936, - -0.03231, 0.0265, 0.003196, 0.08489, 0.02912, 0.1918, 0.2604, -0.4283, 0.3312, - -0.1353, -0.1169, 0.06986, 0.1159, -0.1207, 0.19, 0.07899, -0.03117, 0.178, 0.1613, - 0.04654, 0.05853, -0.04882, 0.1449, 0.05281, 0.06354, 0.1317, -0.08383, -0.1403, - 0.04402, 0.06162, -0.001736, -0.02754, -0.06483, 0.08051, -0.005419, 0.06474, - 0.09024, 0.04725, 0.03429, 0.125, 0.09307, 0.01346, 0.007365, -0.1909, -0.04796, - 0.06946, 0.06571, 0.04984, 0.02719, 0.0129, -0.03278, 0.03152, -0.00311, -0.01878, - -0.03724, 0.08011, 0.02747, -0.07971, 0.09449, 0.05258, -0.07572, 0.06557, 0.06355, - -0.02068, 0.09576, 0.05547, -0.135, -0.08763, -0.09347, 0.16, 0.005236, 0.08473, - -0.06194, 0.03389, 0.01433, 0.03786, 0.04849, 0.01706, 0.01813, 0.00544, -0.01666, - -0.07187, 0.08493, 0.04315, 0.009544, -0.0008193, 0.1132, 0.05515, 0.007662, - 0.01622, 0.02174, 0.00476, 0.01119, 0.02759, 0.04854, -0.006816, -0.08824, -0.02941, - 0.04098, -0.01158, -0.1016, -0.0163, 0.04852, -0.017, 0.03268, -0.01625, -0.02907, - 0.03254, 0.003674, 0.08031, -0.03811, 0.01698, 0.0004391, 0.04493, -0.03649, - 0.03086, -0.0234, 0.04497, 0.02401, 0.006412, -0.03529, 0.03595, -0.03768, -0.02905, - -0.001122, 0.02955, -0.04571, 0.002896, 0.008968, -0.001767, 0.0263, 0.05726, 0.0218, - 0.01412, -0.04857, 0.001231, 0.01568, -0.05731, -0.05964, -0.004911, 0.01501, 0.0477, - 0.04102, -0.02059, -0.02657, 0.003155, 0.02848, 0.01089, 0.01957, 0.000879, -0.04418, - -0.01665, 0.004753, 0.04192, -0.02233, 0.04461, 0.0004942, 0.001844, -0.07743, - -0.03439, -0.03239, 0.02355, -0.03998, -0.01652, -0.04388, 0.04547, -0.004156, - -0.02404, -0.05274, 0.007553, 0.04107, 0.07093, 0.03636, -0.05789, -0.02469, - -0.006849, 0.06134, -0.02288, -0.02765, 0.01904, 0.03419, -0.04615, -0.02832, - -0.002096, -0.01513, 0.01203, -0.02213, -0.02701, 0.009911, -0.06074, 0.0138, - 0.02905, -0.02465, 0.01798, -0.005557, -0.02162, -0.01465, 0.003988, -0.0005852, - 0.003069, -0.004647, 0.02929]) -E = CartesianRepresentation(x=Ex, y=Ey, z=Ez) +def test_get_peakamptime_norm_hilbert(): + ''' + Test : + sinus apodisé, 0 est au milieu, et vaut 0 + par contre sa transformé d'Hilbert est maximum au milieu + ''' + tr3d = tre.Handling3dTraces() + nb_s = 1024 + ar_tr = np.zeros((2, 3, nb_s), dtype=np.float32) + tr3d.init_traces(ar_tr, f_samp_mhz=1) + v_x, step = np.linspace(-20, 20, nb_s, retstep=True) + # v_y = np.sinc(v_x) + # ar_tr[0, 0] = v_y + # ar_tr[0, 1] = v_y * 0.5 + # ar_tr[0, 2] = v_y * 2 + v_y = np.sin(v_x) * scp.signal.windows.blackman(nb_s) + ar_tr[1, 0] = v_y + ar_tr[1, 1] = v_y * 2 + ar_tr[1, 2] = v_y * 3 + t_max, v_max, idx_max, norm_hilbert_amp = get_peakamptime_norm_hilbert( + tr3d.t_samples, tr3d.traces + ) + zero_pos_in_trace = (20 / step) * tr3d.t_samples[1, 1] + if G_FlagPlot: + # tr3d.plot_trace_du(0) + tr3d.plot_trace_du(1) + tre.plt.vlines(zero_pos_in_trace, -5, 5) + tre.plt.plot(tr3d.t_samples[1], norm_hilbert_amp[1]) + print(t_max, zero_pos_in_trace, idx_max, v_max) + true_t_max = zero_pos_in_trace + delta_t = tr3d.t_samples[1, 1] + # sin*window is close to zero à t_max + assert np.allclose(tr3d.traces[1, :, idx_max[1]], np.zeros(3), atol=0.1) + # but hilbert is max + assert np.isclose(t_max[1], true_t_max, atol=delta_t) + assert idx_max[1] == int(true_t_max / 1000) + true_max = np.sqrt(1 + 2 * 2 + 3 * 3) + assert np.isclose(v_max[1], true_max, rtol=1e-3) + assert t_max.shape == (2,) == v_max.shape + assert idx_max.shape == (2, 1) + assert norm_hilbert_amp.shape == (2, nb_s) -class SignalTest(TestCase): - """Unit tests for the signal module""" - Etrace = np.ones((96,3,len(Ex))) * E # (xyz, traces) --> (du, xyz, traces) - time = np.ones((96,len(t))) * t # (traces) --> (du, traces) - shape = Etrace.shape # (du, xyz, traces) +def test_get_fastest_size_fft(): + f_in = 10 + fastest_size_fft, freqs_mhz = get_fastest_size_fft(2048, f_in, padding_fact=1.99) + assert fastest_size_fft == 4096 + assert freqs_mhz[0] == 0 + # delta freq + assert freqs_mhz[1] == f_in / fastest_size_fft + # Nyquist + assert freqs_mhz[-1] == f_in / 2 - def test_get_filter(self): - filtered = sig.get_filter(time=t, trace=Ex, fr_min=30e6, fr_max=250e6) - self.assertEqual(Ex.shape, filtered.shape) - def test_get_peakamptime_norm_hilbert(self): - t_max, v_max, idx_max, norm_hilbert_amp = sig.get_peakamptime_norm_hilbert(self.time, self.Etrace) - self.assertEqual(len(t_max), self.shape[0]) - self.assertEqual(len(v_max), self.shape[0]) - self.assertEqual(len(idx_max), self.shape[0]) - self.assertEqual(norm_hilbert_amp.shape[0], self.shape[0]) +def test_find_max_with_parabola_interp_3pt(): + def parabole(v_x): + return -10 * v_x * v_x + 20 * v_x + 30 + + n_sig = 29 + v_x = np.linspace(0, 3, n_sig) + epsilon = 0.001 + v_y = parabole(v_x) + np.random.normal(0, epsilon, n_sig) + idx = np.argmax(v_y) + #print(idx, v_y[idx]) + x_max, y_max = find_max_with_parabola_interp_3pt(v_x, v_y, idx) + print(x_max, y_max) + assert np.isclose(x_max, 1.0, atol=epsilon * 10) + assert np.isclose(y_max, 40.0, atol=epsilon * 10) + if __name__ == "__main__": - unittest.main() + test_get_peakamptime_norm_hilbert() + tre.plt.show() diff --git a/tests/basis/test_traces_event.py b/tests/basis/test_traces_event.py index b7ce90f9..a4670331 100644 --- a/tests/basis/test_traces_event.py +++ b/tests/basis/test_traces_event.py @@ -1,106 +1,262 @@ """ Unit test for basis/traces_event.py """ -import os -import unittest -from pathlib import Path -from tests import TestCase -import numpy as np - -from grand.basis.traces_event import Handling3dTracesOfEvent - -class EventTracesTest(TestCase): - def __init__(self, *args): - super().__init__(*args) - self.tr3d = Handling3dTracesOfEvent() - self.size_tot = 3 * 3 * 4 - self.traces = np.arange(self.size_tot, dtype=np.float32).reshape((3, 3, 4)) - self.du_id = np.arange(3) - self.t_start_ns = np.arange(3, dtype=np.float32) * 10 + 100 - self.f_samp_mhz = 2000 - self.tr3d.init_traces(self.traces, self.du_id, self.t_start_ns, self.f_samp_mhz) - - def get_traces(self): - self.size_tot = 3 * 3 * 4 - self.traces = np.arange(self.size_tot, dtype=np.float32).reshape((3, 3, 4)) - self.du_id = np.arange(3) - self.t_start_ns = np.arange(3, dtype=np.float32) * 10 + 100 - self.f_samp_mhz = 2000 - self.tr3d.init_traces(self.traces, self.du_id, self.t_start_ns, self.f_samp_mhz) - - def test_init_traces(self): - assert self.tr3d.traces[0, 0, 0] == 0.0 - assert self.tr3d.traces[2, 2, 3] == self.size_tot - 1 - assert self.tr3d.du_id[-1] == 2 - assert np.allclose(self.tr3d.t_start_ns, np.array([100, 110, 120])) - - def test_init_network(self): - du_pos = np.arange(int(len(self.du_id)*3)).reshape((len(self.du_id), 3)) - self.tr3d.init_network(du_pos) # du_pos: float[nb_DU, 3] - assert self.tr3d.network.du_pos.shape[0]==len(self.du_id) - - def test_define_t_samples(self): - # RK: add more/better tests. - self.get_traces() - assert np.allclose(self.tr3d.t_samples[0], np.array([100.0, 100.5, 101.0, 101.5])) - self.tr3d.f_samp_mhz = 1000 - self.tr3d.t_samples = np.zeros(0) - self.tr3d._define_t_samples() - assert np.allclose(self.tr3d.t_samples[-1], np.array([120.0, 121, 122.0, 123])) - - def test_set_unit_axis(self): - # RK: add more/better tests. - self.tr3d.set_unit_axis() - #assert self.tr3d.unit_trace=="TBD" - #assert self.tr3d.axis_name=="idx" - - def test_define_t_samples(self): - # RK: add more/better tests. - self.get_traces() - self.tr3d._define_t_samples() - assert self.tr3d.t_samples.size!=0 - - #def test_reduce_nb_du(self): - # # RK: add more/better tests. - # self.get_traces() - # self.tr3d.reduce_nb_du(2) - # assert len(self.tr3d.network.du_id)==2 - - #def test_delta_t_ns(self): - # # RK: add more/better tests. - # self.get_traces() - # assert self.tr3d.delta_t_ns() == 1e3 / self.tr3d.f_samp_mhz - # assert self.tr3d.delta_t_ns() == 1.0 - - def test_get_max_norm(self): - # RK: add more/better tests. - max_norm = self.tr3d.get_max_norm() - assert len(max_norm)==len(self.du_id) - - def test_get_norm(self): - # RK: add more/better tests. - trnorm = self.tr3d.get_norm() # (nb_du, n_traces) - assert trnorm.shape==(len(self.du_id), self.traces.shape[-1]) - - def test_get_tmax_vmax(self): - # RK: add more/better tests. - tmax, vmax = self.tr3d.get_tmax_vmax() - assert len(tmax)==len(self.du_id) - assert len(vmax)==len(self.du_id) - - def test_get_nb_du(self): - # RK: add more/better tests. - nb_du = self.tr3d.get_nb_du() - assert nb_du==len(self.du_id) - - def test_get_size_trace(self): - # RK: add more/better tests. - assert self.tr3d.get_size_trace()==self.traces.shape[-1] - - def test_get_extended_traces(self): - # RK: add more/better tests. - common_time, extended_traces = self.tr3d.get_extended_traces() - assert extended_traces.shape[0]==len(self.du_id) - -if __name__ == "__main__": - unittest.main() + +from grand.basis.traces_event import * + + +def parabole(v_x): + return -10 * v_x * v_x + 20 * v_x + 30 + + +def get_tr3d(nb_sample=4): + tr3d = Handling3dTraces() + size_tot = 3 * 3 * nb_sample + traces = np.arange(size_tot, dtype=np.float32).reshape((3, 3, nb_sample)) + du_id = np.arange(3) + t_start_ns = np.arange(3, dtype=np.float32) * 10 + 100 + f_samp_mhz = 1000 + tr3d.init_traces(traces, du_id, t_start_ns, f_samp_mhz) + return tr3d + + +def get_tr3d_du(nb_du=2, nb_sample=4): + tr3d = Handling3dTraces() + size_tot = nb_du * 3 * nb_sample + traces = np.arange(size_tot, dtype=np.float32).reshape((nb_du, 3, nb_sample)) + du_id = np.arange(nb_du) + t_start_ns = np.arange(nb_du, dtype=np.float32) * 10 + 100 + f_samp_mhz = 1000 + tr3d.init_traces(traces, du_id, t_start_ns, f_samp_mhz) + return tr3d + + +G_tr3d = get_tr3d(10) + + +def test_init_traces(): + tr3d = Handling3dTraces() + size_tot = 3 * 3 * 4 + traces = np.arange(size_tot, dtype=np.float32).reshape((3, 3, 4)) + du_id = np.arange(3) + t_start_ns = np.arange(3, dtype=np.float32) * 10 + 100 + f_samp_mhz = 1000 + tr3d.init_traces(traces, du_id, t_start_ns, f_samp_mhz) + assert tr3d.traces[0, 0, 0] == 0.0 + assert tr3d.traces[2, 2, 3] == size_tot - 1 + assert tr3d.idx2idt[-1] == 2 + assert np.allclose(tr3d.t_start_ns, np.array([100, 110, 120])) + + +def test_define_t_samples(): + tr3d = Handling3dTraces() + size_tot = 3 * 3 * 4 + traces = np.arange(size_tot, dtype=np.float32).reshape((3, 3, 4)) + du_id = np.arange(3) + t_start_ns = np.arange(3, dtype=np.float32) * 10 + 100 + f_samp_mhz = 2000 + tr3d.init_traces(traces, du_id, t_start_ns, f_samp_mhz) + assert np.allclose(tr3d.t_samples[0], np.array([100.0, 100.5, 101.0, 101.5])) + tr3d.f_samp_mhz = 1000 + tr3d.t_samples = np.zeros(0) + tr3d._define_t_samples() + assert np.allclose(tr3d.t_samples[-1], np.array([120.0, 121, 122.0, 123])) + + +def test_get_delta_t_ns(): + assert np.allclose(G_tr3d.get_delta_t_ns(), 1.0) + + +def test_set_unit_axis(): + G_tr3d.set_unit_axis(axis_name="dir") + assert G_tr3d.axis_name[0] == "SN" + s_unit = "toto" + G_tr3d.set_unit_axis(s_unit) + assert G_tr3d.unit_trace == s_unit + s_type = "tutu" + G_tr3d.set_unit_axis(type_tr=s_type) + assert G_tr3d.type_trace == s_type + + +def test_reduce_nb_du(): + tr3d = get_tr3d() + pos_du = np.arange(3 * tr3d.get_nb_trace()).reshape((-1, 3)) + # print(pos_du) + tr3d.init_network(pos_du) + tr3d.reduce_nb_trace(1) + assert tr3d.get_nb_trace() == 1 + assert tr3d.network.get_nb_du() == 1 + + +def test_get_max_norm(): + nb_du = 5 + tr3d = get_tr3d_du(nb_du, 10) + tr3d.traces[:, :, :] = 0.0 + tr3d.traces[:, 0, :] = 0 + tr3d.traces[:, 1, :] = 3.0 + tr3d.traces[:, 2, :] = 4.0 + tr3d.traces[0, :, :] = 0 + tr3d.traces[0, 1, :] = 10 + max_norm = tr3d.get_max_norm() + res = np.ones(nb_du) * 5 + res[0] = 10 + assert np.allclose(max_norm, res) + + +def test_get_norm(): + nb_du = 5 + nb_sple = 8 + tr3d = get_tr3d_du(nb_du, nb_sple) + tr3d.traces[:, :, :] = 0.0 + tr3d.traces[:, 0, :] = 0 + tr3d.traces[:, 1, :] = 3.0 + tr3d.traces[:, 2, :] = 4.0 + tr3d.traces[0, :, :] = 0 + tr3d.traces[0, 1, :] = 10 + norm = tr3d.get_norm() + assert norm.shape == (nb_du, nb_sple) + res = np.ones(nb_sple) * 10 + assert np.allclose(norm[0], res) + res1 = np.ones(nb_sple) * 5 + assert np.allclose(norm[1], res1) + + +def test_get_tmax_vmax_1(): + tr3d = get_tr3d(32) + tr3d.traces[:, :, :] = 0 + tr3d.traces[0, 1, 0] = 3.0 + tr3d.traces[1, 2, 2] = 5.0 + tr3d.traces[2, 0, 3] = 7.0 + tmax, vmax = tr3d.get_tmax_vmax(False, "no") + t_tmax = np.array( + [ + tr3d.t_start_ns[0], + tr3d.t_start_ns[1] + tr3d.get_delta_t_ns()[0] * 2, + tr3d.t_start_ns[2] + tr3d.get_delta_t_ns()[0] * 3, + ] + ) + assert np.allclose(tmax, t_tmax) + t_vmax = np.array([3.0, 5.0, 7.0]) + assert np.allclose(vmax, t_vmax) + # + n_sig = tr3d.get_size_trace() + v_x = np.linspace(0, 3, n_sig) + epsilon = 0.001 + v_y = parabole(v_x) + np.random.normal(0, epsilon, n_sig) + idx = np.argmax(v_y) + print(idx, v_y[idx]) + + tmax, vmax = tr3d.get_tmax_vmax(False) + t_tmax = np.array( + [ + tr3d.t_start_ns[0], + tr3d.t_start_ns[1] + tr3d.get_delta_t_ns()[0] * 2, + tr3d.t_start_ns[2] + tr3d.get_delta_t_ns()[0] * 3, + ] + ) + assert np.allclose(tmax, t_tmax) + t_vmax = np.array([3.0, 5.0, 7.0]) + assert np.allclose(vmax, t_vmax) + + +def test_get_max_abs(): + tr3d = get_tr3d() + tr3d.traces[:, :, :] = 0 + tr3d.traces[0, 1, :] = -1.0 + tr3d.traces[0, 1, 0] = -3.0 + tr3d.traces[1, 2, 2] = -5.0 + tr3d.traces[2, 0, 3] = -7.0 + vmax = tr3d.get_max_abs() + t_vmax = np.array([3.0, 5.0, 7.0]) + assert np.allclose(vmax, t_vmax) + + +def test_get_extended_traces(): + tr3d = get_tr3d(4) + tr3d.traces[2, 0, 0] = 123 + common_time, extended_traces = tr3d.get_extended_traces() + t_ct = np.arange(100, 124) + assert np.allclose(common_time, t_ct) + assert extended_traces[2, 0, 20] == tr3d.traces[2, 0, 0] + + +def test_keep_only_trace_with_ident(): + nb_du = 5 + nb_sample = 10 + tr3d = Handling3dTraces() + size_tot = nb_du * 3 * nb_sample + traces = np.arange(size_tot, dtype=np.float32).reshape((nb_du, 3, nb_sample)) + print(traces) + du_id = ["A1", "T1", "A2", "T2", "A3"] + t_start_ns = np.arange(nb_du, dtype=np.float32) * 10 + 100 + f_samp_mhz = 1000 + tr3d.init_traces(traces, du_id, t_start_ns, f_samp_mhz) + print(tr3d.idx2idt) + print(tr3d.idt2idx) + tr3d.keep_only_trace_with_ident(["T1", "T2"]) + assert tr3d.get_nb_trace() == 2 + assert tr3d.traces[0, 0, 0] == 30 + assert tr3d.traces[1, 0, 0] == 90 + + +def test_get_copy(): + # new_traces + new_traces = np.ones(G_tr3d.traces.shape, dtype=np.float32) + new_traces[1, 1, 1] = 321 + my_tr3d = G_tr3d.copy(new_traces) + val = 123 + my_tr3d.traces[0, 0, 0] = val + assert G_tr3d.traces[0, 0, 0] != val + assert my_tr3d.traces[1, 1, 1] == 321 + assert my_tr3d.traces[1, 1, 0] == 1 + # no new_traces + my_tr3d = G_tr3d.copy() + assert np.allclose(G_tr3d.traces, my_tr3d.traces) + val = 123 + ori_val = G_tr3d.traces[1, 1, 1] + my_tr3d.traces[1, 1, 1] = 321 + assert G_tr3d.traces[1, 1, 1] == ori_val + # no new_traces, rza traces + my_tr3d = G_tr3d.copy(0) + assert np.allclose(my_tr3d.traces, np.zeros(my_tr3d.traces.shape)) + + +def test_remove_trace_low_signal(): + tr3d = get_tr3d_du(5, 20) + tr3d.traces[0] = 1 + tr3d.traces[1] = 10 + tr3d.traces[2] = 0.5 + tr3d.traces[3] = 11 + tr3d.traces[4] = 1 + ori_tr3d = tr3d.copy() + tr3d.remove_trace_low_signal(5) + assert tr3d.get_nb_trace() == 2 + tr3d = ori_tr3d.copy() + norm = tr3d.get_max_norm() + tr3d.remove_trace_low_signal(5, norm) + assert tr3d.get_nb_trace() == 2 + tr3d = ori_tr3d.copy() + noise = np.random.normal(0, 1, tr3d.traces.size).reshape(tr3d.traces.shape) + tr3d.traces += noise + # print( tr3d.traces) + tm, norm = tr3d.get_tmax_vmax(False, "no") + # print(norm) + l_idx = tr3d.remove_trace_low_signal(5, norm) + assert tr3d.get_nb_trace() == 2 + assert np.allclose(l_idx, [1, 3]) + + +def notest_downsize_sampling(): + n_size = 128 + tr3d = get_tr3d_du(3, 128) + tr3d.trace = np.random.normal(0, 1, tr3d.traces.size).reshape(tr3d.traces.shape) + ori = tr3d.copy() + tr3d.downsize_sampling(2) + assert tr3d.get_size_trace() == n_size / 2 + print() + print(tr3d.traces[0, 0, :10]) + print() + print(ori.trace[0, 0, :20]) + assert np.allclose(tr3d.traces[0], ori.trace[0, :, ::2]) + assert np.allclose(tr3d.traces[1], ori.trace[1, :, ::2]) + assert np.allclose(tr3d.traces[2], ori.trace[2, :, ::2]) diff --git a/tests/dataio/test_root_files.py b/tests/dataio/test_root_files.py index 22028f8e..7d467bba 100644 --- a/tests/dataio/test_root_files.py +++ b/tests/dataio/test_root_files.py @@ -11,6 +11,10 @@ import grand.dataio.root_trees as groot from grand import grand_get_path_root_pkg +#TODO: (JMC) almost all tests are broken by new version of GRANDROOT file, needs to have a set of coherent ROOT for test + + +G_efield_file = Path(grand_get_path_root_pkg()) / "data" / "test_efield.root" class RootFilesTest(TestCase): """Unit tests for the root_files module""" @@ -37,7 +41,7 @@ def test_fileeventbase(self): self.assertTrue(eventbase.get_size_trace()==999) self.assertTrue(eventbase.get_sampling_freq_mhz()==2000) - def test_get_file_event(self): + def test_get_file_event1(self): if not (self.voltage_file).exists(): os.system(f"python ../../scripts/grand_sim_e2v.py {self.efield_file} -o {self.voltage_file}") self.assertTrue((self.efield_file).exists()) @@ -101,13 +105,15 @@ def test_FileVoltage(self): # voltage file is produced by test_pipeline.py and is removed here. #os.remove(self.voltage_file) - def test_get_file_event(self): + def test_get_file_event2(self): self.assertTrue((self.efield_file).exists()) - self.assertTrue((self.voltage_file).exists()) efield = RFile.get_file_event(str(self.efield_file)) - volt = RFile.get_file_event(str(self.voltage_file)) self.assertTrue(hasattr(efield, 'traces')) - self.assertTrue(hasattr(volt, 'traces')) + +def test_get_obj_handling3dtraces(): + ef_root = RFile.get_file_event(str(G_efield_file)) + ef_obj = ef_root.get_obj_handling3dtraces() + assert ef_obj.get_size_trace() == ef_root.sig_size if __name__ == "__main__":