{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Table interactive plot\n", "\n", "In previous tutorials we showed how to plot the data as well as some widgets which are a part of the table object. In this tutorial, we show how an interactive plot can be built.\n", "\n", "Let us demonstrate plotting using the data from an example file:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "import ubermagtable as ut\n", "\n", "# Sample OOMMF .odt file\n", "dirname = os.path.join(\"..\", \"ubermagtable\", \"tests\", \"test_sample\")\n", "odtfile = os.path.join(dirname, \"oommf-old-file2.odt\")\n", "\n", "table = ut.Table.fromfile(odtfile, x=\"t\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By calling `mpl` method, default plot is shown:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "table.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, all data columns are plotted. To select only certain data columns, `y` can be passed. `y` is a list of strings, where each string matches one of the columns. For instance, if we want to plot the average magnetisation components, the plot is:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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z9y7mmtT+NAqgjofi7PT68meHdLqKh+irr76e2bN/JCmpPgMHXl2lH7wkEIgqoZiCMXW5GX3zHhQvm4Z7z1qs3z+PvsklGNpfg8YSrnaJPmN73k6+2vod2dZcIozh3NT0GlpENVW7LKEii97MVan9uCSxU1nHw3dWf0BadHOubtiPuADoeCiqRo8evZg4cRw7d+7ko48+q9JtSyAQVUobnoClz0O49m2geOnXOLcuwpmxHEP6lRjSeqPoDGqXqBqr08aMnbP5K2s5Cgo9krrSP7k3Jp1R7dKEj4gyR3JniyH0SOrK99t/Yn3uJjYe3kLXhE70S77Mrzseiqqh1+vp0aMXR44cITw8vEq3LXcZ+Dlf7t3r9bhxblmIY8UPeO0FKMFRGDtejy6lwzmf5vLldlbGmuz1fLNtBvmOAhKC4hnSdDDJYfUqrOfv7awsaefZeb1e1uZuZMaO2eTYDmPSmujdoAc96nZF72MdD2V/1hybzca9997NI4/8hxYtLjrn58tdBkIVikaLoXlP9KmdKF41C+eGudh/fx/thnkl/QtiU9QusdodLc7nm60zWJu7EZ1Gx4CUPlxe71K0Gq3apQkfpygK6TEXcVFUU/7c/3dJx8OdP7Non3Q8rK3+/nspzz//FFdeOfC8wsDZyBkCP+cLibWyPMeyKV42DdeulQDoUjtj7HAdmuDIsz7Xn9oJJbcS/pW1nBk75mB320kNT2ZIk2vPei3Y39p5vqSd587qtPHr7j9YsPdPXF439ULqlnY8VD9Yy/70HzIw0Wn4+44F/3yDurK2ULx0Kp7Du0FrwNCqL4ZW/VD0p7+W7k/tPFiUzVdbvmNnfiZmnYmrG15J54T2lfo050/tvBDSzvP37xEPW0a34KrUfsRZYqr0dc6F7E//IYHgNPx9x4L/vkG9Hg+u7X9RvHw6Xls+SlAExvaD0TXqjHKKA6c/tNPlcfHb7oX8smseLq+b9JiLuK7xIMKNYZXehj+0sypIOy9cZv4eftjxEzvzd6FRNFyS2Im+DdTpeCj7039IIDgNf9+x4P9vUK/TjmPNbBzrfgG3E01MMsbOQ9DFNyq3nq+3MzN/D19tmU5W0UHCDCFc3+Rq0mPOr8OPL7ezqkg7q8apOh72S76MHklda7R/gexP/yGdCoXPUvQmjO2vRd+sO8V/f4tr5zJsP76CLqUDxo7XoQlR7zRoZdhddmZl/MrCfUvw4qVrQkcGNewXEBMQCd93csfDxfuX8XPmPL7f8RObj2zj9uY3ym2K4pxIIBA+QRMchbnXCNwXXYZ96VelsyquwpDWG0N6f+D0qVYtG3I38/XWH8grPkqsJZohTQb7RAcvUfvoNDp6JHWlfVxrPtv8NZsOb+W1f95laIubaRjeQO3yhJ+QSwZ+LhBOYf2b1+vBtfNviv/+Fm/RERRzKNG9bsVWp51PzI9Q4Chk+vYfWXFoDRpFwxX1e9Cnfs8quTc8EPfnqUg7q4/H6+G33QuYlfEriqIwqGFfeiV1q9bfHdmf/kMuGQi/oiga9Kmd0TVog2PdLzjWzCbnp/HoGnbE1O1OFL1Jlbq8Xi9/H1zJ99t/oshlpUFoPYY0vZbE4Dqq1CPEqWgUDb0b9CQlrD6fbPyKH3bMZsfRDG5tdgNBeova5QkfJmcI/FwgJNaz8RQewbXoQ4r3bUETkYDp8vvQhifUaA25tsNM3fI9W/K2Y9AaGJjSh0vrdqnyjlu1YX+CtLOmHHMUMHnjVLbm7SDSFMFdF91Mg9CKI2ReKLXbeb6+3/ETq7PXV3p9rUbB7Tm3Q2br2DSuSe1/1vVWrVrBBx+MJzo6mszMDEwmE0OHDmf69K/Zs2c33bv3JDExiVmzZpQ9Z9euDG6++XbuvntkpeuRMwTCr2mCI0m45QX2/TQJ54a5WH94EdOld6FPaV/tr+32uJm/709+ypiL0+OkeVQTbmx8DVHmiGp/bSEuVKghhPvSh/Fz5jx+3vU7Y1a+z9WpV9K97sU+cflNlLdlyyY++ugzGjduyiOPPMAXX0xm3LgPKCoq4qqr+jB9+iyuvfZ6AH74YTqzZ//ILbfcUWWv7zOBYNOmTTz77LPs2LGD+vXr88ILL5Cenl5unWHDhrFy5cqynz0eD3a7nalTp9KmTRtefPFFvvnmm3JTSM6ePZuEhJr9NCmqnqLVYeoyBG1cQ+wLP8E+bzzutN4YO16Hoqmet/Hegv18tWU6ewr2E6wP4pamg2kbly5/SIVf0Sgarky5gpTwBkzeOJXp239kx9FMbmk2GLOudt8Nc01q/0p9ej+uus+E1KmTQOPGJTOfJiYmEhQUjF6vJzw8nKCgII4dyyc6OoaFC+czdeoU3n9/EmZz1e1DnwgExcXFjBgxghEjRnDdddcxc+ZMRo4cybx58wgKCipb7+OPPy73vCeeeAKXy0WbNm2AklDx5ptv0qdPnxqtX9QcfcOOaCLrYv/tPZzrf8WTk4npslFVOr2yx+vh111/MGfXPDxeDx3j23JNan+CDUFnf7IQPqpZZGOe7PAgn2z4ijU569lXmMWwi24hKSRR7dJEqZM/zALodBUP0evWrWHMmNd5550JREVFV+nr+8TMGMuWLUOj0TBkyBD0ej2DBw8mOjqahQsXnvY58+bNY9myZbzwwgtAydmCrVu30qxZs5oqW6hEG5GI5apn0aW0x31wG9bvnsV1YGuVbNvhdvDJxq/4KXMuYYZQ7ms1jNua3yBhQASEcGMYo1vfwxX1e5BrO8ybK8fz5/5l1OKuZH7F4/HyzDP/4bnnXiY5uepvcfaJMwSZmZk0bNiw3LLk5GQyMjJOub7L5eLVV1/liSeeIDi4ZOCNXbt2Ybfbef3111m1ahXx8fGMHj2aHj16VHv9ouYpBjOmXqNwxs2leNk32H56HWOH69C37HPep/Tz7Ef5YP1n7C3YT8OwZO5Ou1UGdhEBR6vRMqhhXxqGNeDzTdOYuvV7th/N4KYm12LSnX4+EaG+cePG4HI5GT/+XdxuNwBNmzbjP/95pkq27xOBwGq1VrgOYjKZsNvtp1x/zpw5GI3GcpcGjh07RocOHRg2bBhpaWksXLiQBx98kG+++YYmTZqccjsRERZ0Ov+fhvZMvUYDySnb2XMw9kYtOPT9WxT/PQ1d/m6i+9+Lxnhut1ftOLyLt1ZNJM+eT8/kLgxrexM6rTq/HrV6fwYgX21nj5gOpNVL5e2lH7Pi0BoOWA/yUJdh1As/v0sIvtrOqlZd7ezduwe9e5/4APvqqy+Xe3z58uXV8ron84lAYDabKxz87XY7Fsup/6h///33XH/99Wg0J654pKen89lnn5X9fNlll9G5c2cWLFhw2kCQl2etgurV5a+3+5yrM7bTVBfTVc9h//19irYsw3pgF+bL70cbWbk/bCsOruaLLd/i8ri5NrU/PZIuIe+IrQqrrzzZn4HF99up5760u5m582f+2LuYJ397nRubXE2nOu3OaSu+386qEQjtPFOg8Yk+BCkpKWRmZpZblpmZSWpqaoV1CwsL+eeff+jbt2+55UuXLuXrr78ut6y4uBijUU6B1QYaSzjmKx9H37Iv3vyDWGe8gHPH0jM+x+P1MCvjVz7dNBWtomNkqzvpWa96R3QTwtfoNDqubTSAu9NuQ6fRMmXzN3yx+VscbofapYka5hOBoHPnzjgcDqZMmYLT6WT69Onk5ubStWvXCutu2LCB2NhY4uLiyi1XFIXXX3+dFStW4Ha7mTVrFmvXrq0QHETgUjRaTJ1uwHT5faBosP/xAfa/puB1uyqsW+x2MGnDF/yy63eizVE81u5eWkQ1VaFqIXxDesxF/Kf9aJJCEll64B/+t+I9DhVlq12WqEE+EQgMBgMfffQRs2fPpkOHDnzxxRe8//77WCwWhg0bxsSJE8vW3b9/PzExFWfA69SpE//973/573//S9u2bfnkk0+YOHFiheAgAp8+uR1BVz+PJqIuzo2/Y531Kp7CI2WPH7HnMWblBNbkbKBReAqPtbuP+CB5nwgRbY7ikTaj6JbYmayig7y+YiwrDq5WuyxRQ2ToYj8XCNe0KuN82ul1FmNfPBnXjqUophBMvUayJziID9d/RoGjkK4JHbm+8VVoNb7TsVT2Z2Dx53auOLSGr7ZMp9jtoGtiJwanDjjtBF7+3M5zEQjtlKGLRa2k6I2YetyDMy6V4qVf8deisXwXF4YHuK7RIC6t20X6CwhxGu3i0kkKTuDjDV/w5/5l7M7fw10X3UqMJUrt0kQ18YlLBkJUF0VR0DXvwbwOPfkmLhS9281dzggujZUhiIU4m7igWB5rdz9d6rRnb2EWr/3zLmvOYTIg4V8kEIiAZnfZ+XD958zLXUuMKZL7nVGk7t5C0ffP487drXZ5Qvg8g1bPzc2u47ZmN+DxuvlowxSmb/sRl6diZ13h3+SSgQhYh215TFz3KVlFB2kSkcpdF92CRWvCsfIHHKtnYZ35MqZLbkffuOLdLEKI8jrWaUtSSCKTNnzB/H1/knFsN3e1uEVm/gwgcoZABKSdR3fxxoqxZBUdpFtiZ+5tdRdBeguKRoOx/bWYez8IWj32BR9jXzQZr0vuuRbibBKC43ms3f20j2vN7mN7ee2fd1ifu0ntskQVkUAgAs7SAyt4d/UHWF02bmh8FTc0ubrCnQS6+ukEXfM8mqh6OLcsKLk1sSBHnYKF8CMmnZHbm9/IkCbX4vA4mbhuMl+tm4HH61G7NHGBJBCIgOHxevh+x098sfkbjFoD97a6i251u5x2fU1oLJZBT6NrfAmenEyKvn8e1951NVixEP5JURQuTuzIo23vI8YcxYzNv/L5pm9we9xqlyYugAQCERBsLjsfrPuM3/csIs4Sw2Pt7qNpZKOzPk/RGTBdOhRjtzvBVYzt57cpXjkDr3zaEeKskkISeLTdfTSKSuafQ6v4cP1nMuSxH5NAIPxeru0wb60cz4bDm2kW2ZhH295HrKXiaJanoygKhqaXYhn4NEpIFI6VM7D98jZee2E1Vi1EYAjWB/FM99E0i2zMhsNbGLfmY6xO/584rjaSQCD82va8DN5YMY4DRYfoXvdiRra8E4vefPYnnoI2pgFBVz+PNqkl7r3rKfrheTz5B6u4YiECj0lnZETLO2gb24qM/F28vWoi+cXH1C5LnCMJBMJv/ZX1N2PXfIjNZeemJtdwXeNBFzwMsWIKxtznQQxtBuItyMX64//hPrK3iioWInDpNDruaHET3RK7kFV0kLdWTiDbmqt2WeIcSCAQfsftcTN9+498teU7zFoT96ffTdfETlW2fUXRYGx3DcaLb8FrO4Z11mu4szOqbPtCBCqNouH6xoPol3w5h+1HGLNqAnsLstQuS1SSBALhV2wuGxPXTWb+3j+Jt5QMq9o4omG1vJahxWWYut8NDivW2W/gytpcLa8jRCBRFIUrky/n+sZXUego4p1VE9meJ4HaH0ggEH4j25rL/1aMZ9ORrTSPasKj7e6t9olW9I0vxnTZveB2Yvt5DK49a6r19YQIFJfW7cIdLW7C4XEwfu3HrMvZqHZJ4iwkEAi/sOHQVt5c8R6HrNn0TLqEkS3vxKw7v86D50qf3K5kZEMUbL+Ow7nz7xp5XSH8Xbu4dEa2vBMFhY82TGHpgRVqlyTOQAKB8HlLs/7hlYVjsbuLubnpdVzbaAAapWbfurqkNMxXPgo6A/bfJ+LYsrBGX18If9U8qgkPtL4Hk9bIF5u/Yd4e+d3xVRIIhE9btG8pX2z5FovezAOt76FLQnvVatHFN8Yy4AkUUzDFiz7Fse5X1WoRwp8kh9XnoTYjCTeG8cOO2czYMQev16t2WeJfJBAIn7Vg719M2/YDIfpgnuvxEKnhyWqXhDa6AeYBT6JYwileNpXiFT/IHzYhKiEhOJ6H24wi1hLNb3sW8NWW6TLUsY+RQCB80u97FvHt9pmEGkJ4sM1w6oUnql1SGW1EApaBT6GExOBYNZPiZV9LKBCiEqLMETzcZhT1QhJZcuAfJm34AqfbqXZZopQEAuFz5u6ez/c7fiLMEMqDrYcTHxSndkkVaEJjsAz8L5qIBJzrf6V40ad4PTL/gRBnE2II5oHWw2kckcra3I2MXzsJm8uudlkCCQTCx/yc+Tszd/5MhDGcB9uMIC4oVu2STksTFIF5wJNoohvg3LoI+x8T8bpdapclhM8z60yMankn6TEXsf1oBu+u/oACh8wdojYJBMIneL1eZmfM5afMX4k0RfBgmxHEWqLVLuusNKYQLP2fQBvfGFfGcmxzx+J1yWxvQpyNXqvnrotuoUudDuwt2M9bK8dz2HZE7bJqNQkEQnVer5dZGb8yZ9c8ok2RPNh6BNHmSLXLqjTFYMbc7xG0SWm4967D9vNbeB02tcsSwudpFA1Dml7LFfV7kGM7zFsrJ5BVKBOKqUUCgVCV1+tlxs45/Lr7D2LMUTzYZgRR5gi1yzpnis6I+YrR6JLb4T6wFevsN2T6ZCEqQVEUBjXsyzWp/cl3HOPtVe+Tkb9L7bJqJQkEQjVer5fvdsxi3p6FxFlieLDNCCJM4WqXdd4UrQ5Tr5HoGnfFk5OJddZreKxH1S5LCL/Qq143bmt2A3Z3MWNXf8TGw1vULqnWkUAgVOH1evl2+8ySSYqC4hjdegThxjC1y7pgikaL6dKh6C+6HE/ePqw//h+eghy1yxLCL3Ss05Z70m4DvExcN5l/Dq5Wu6RaRQKBqHEer4evt37Pwn1LSAiK58HWwwkzhqhdVpVRFA3GzkMwtBmI91g21h9fxX1UpoAVojLSoptzX/rdGLUGJm+ayoK9f6ldUq0hgUDUKI/Xw9Qt3/Fn1t/UDU5gdOvhhBiC1S6ryimKgrHdNRg7Xo+36Ai2H1/Fnbtb7bKE8Aup4ck82HoEoYYQvt0+k58y5srgXzXAZwLBpk2bGDx4MOnp6QwaNIg1a9accr3+/fvTqlUrWrduTevWrbnyyivLHluyZAn9+/cnPT2dIUOGkJmZWUPVi8rweD18sflblhz4h3ohiTzQ+h6CDUFql1WtDK36Yex6O157IdafXsN9cLvaJQnhF+qGJPBwm1FEmyL5edc8pm2bgccrg39VJ58IBMXFxYwYMYJrrrmGf/75h1tvvZWRI0dSVFRUbj273U5GRgbz589n9erVrF69mtmzZwOQm5vLfffdx8MPP8zy5cvp0qUL9913n6RKH+H2uPls09f8fXAl9UOTuD/9HoL0FrXLqhGG5j0w9RwOzmKsc/6Ha98GtUsSwi/EWKJ4uO0oEoPrsHj/Uj7d+BUujwz+VV18IhAsW7YMjUbDkCFD0Ov1DB48mOjoaBYuLD9N5rZt24iOjiYysuI96nPnzqVZs2b07NkTg8HAyJEjyc7OZv369TXVDHEabo+byZumsuLQGpJD63N/+jAserPaZdUofWonzFfcD14Ptl/ewblrpdolCeEXwoyhPNh6BA3DGrAqex3vr/0Uu6tY7bICkk8EgszMTBo2bFhuWXJyMhkZGeWWbdq0CZ1Oxw033ECnTp0YOnQoO3fuBCAjI6PcNrRaLUlJSRW2IWqWy+Pik41fsip7HQ3Dkrkv/S7MutoVBo7T1W+Nuc/DoNFi/208zu1L1C5JCL9g0Zu5L30YF0U1Y0vedsau+ZBCZ9HZnyjOiU7tAgCsVitmc/mDhMlkwm6vOOFFWloajz32GNHR0UyYMIG7776bOXPmYLPZCA4u3znNbDZjs51+xLiICAs6nbZqGqGimBjf7KHvdDt5e8nHrMnZQIvYxjxxyShMOuN5b89X23lOYjpij3meg1+/jH3+hwQbvYS27VN+lUBoZyVIOwNLTbTzv7H3MvGfKSza9Tfj1n7Icz0eJMwUWu2ve7JA3p8+EQjMZnOFg7/dbsdiKX+N+cYbb+TGG28s+/mhhx7iyy+/ZPPmzafchs1mq7CNk+XlWaugenXFxISQk1OgdhkVON1OPtowhY2Ht9A0ohHDmt1GQZ6DAs5vnH9fbed5MdTBdOUT2Oa8Se4vH3HsSB7G9P5AgLXzDKSdgaUm23ld8tVoXXrm7/uT539/h9Gth9dYf6RA2J9nCjQ+cckgJSWlwh0BmZmZpKamlls2bdo0liw5cZrV7XbjcrkwGo0VtuF2u9mzZ0+FbYjq53A7+WD9Z2w8vIXmkU0Y3vIODFqD2mX5FG1UPSwD/osSFIlj+XSKl0+XDrBCVIJG0XBtowF0S+zM/sIDvLfmI2wumTukKvhEIOjcuTMOh4MpU6bgdDqZPn06ubm5dO3atdx62dnZvPLKKxw4cAC73c5rr71GSkoKTZs25fLLL2fDhg3MnTsXh8PB+++/T3x8PM2bN1epVbWTw+1g4rpP2XxkGxdFNeWetNswaPVql+WTNOHxWAY9hRIWh2PNTxT/9QVeua1KiLNSFIXrGg+ic5327CnYz/g1n2B3VbzELM6NTwQCg8HARx99xOzZs+nQoQNffPEF77//PhaLhWHDhjFx4kQARowYQdeuXbnuuuvo3Lkze/bsYfz48Wg0GmJiYpgwYQLvvfceHTt2ZMmSJYwbNw5FUVRuXe1hdxUzYe0nbM3bQcvoFtyddht6CQNnpAmOwjLgv2gi6+Lc9Ds5s8bj9UgoEOJsjs+U2C4uncxju5m4bjIOt0w9fiEUby0+T+nv14LAd65p2V12Jqz9hJ35u0iPSWNoiyFoNVXXYdNX2lldvPZCrL+MwZOdgb7ppRgvuSOgw2yg78/jpJ3Vz+1x88nGr1iTs56mEY0Y0fKOavsgEgj70+f7EAj/ZnPZeG/Nx+zM30Xb2FZVHgZqA8UUjKXfoxjiknFuWUjx39OkT4EQlaDVaLmzxU2kRZfckvjxhikyeNF5kkAgLojVaWXc6o/JPLaH9nGtub35jRIGzpNisFDnpmfQhMXjXPcLjtWz1C5JCL+g0+i4q8UtNItszIbDW/h041e4PW61y/I7EgjEeSt0FjF2zUfsLthLp/h23Nb8BgkDF0gbFIb5ysdRgqNwrPgex4bf1C5JCL+g1+q5J+02GoWnsCZnA59vniZzH5wjCQTivBQ4Chm7+kP2FuynS50O3NxsMBpF3k5VQRMcieXKx1HMYRQv+RLntj/VLkkIv2DQGhjR8k5Swuqz4tAavtw8XULBOZC/4OKcHQ8D+wsPcEliZ25qeo2EgSqmCYvDfOWjYAzCvnASzswVapckhF8w6YyMajWUeiF1WXZwBdO2zZD+OJUkf8XFOckvLuCdVRPJKjrIpXUv5obGV0kYqCbayCQsfR8BnRH77+/LLIlCVJJZVzL3QWJwHf7cv4zvts+SUFAJ8pdcVFqR08q4NR9y0JpNz6RLuK7RwIC+Nc4XaGNTMPceDYqC7dexuA5uV7skIfxCkN7C/el3Ex8Ux/x9f/Jjxi8SCs5CAoGolOODDh0oOkT3uhdzTWp/CQM1RJfQDPNl94LHje2XMbhzd6tdkhB+IcQQzAPp9xBrjmbu7vn8vGue2iX5NAkE4qycHhcfb5jCrmN7aB/XhmsbDZAwUMN09Vtj6nE3OOzY5ryJ+2iW2iUJ4RfCjCE80PoeokyRzM78jbm756tdks+SQCDOyOP18Nmmr9l8ZBtp0c24tdl10mdAJfrUThgvuR2vvQDb7DfxFOSqXZIQfiHCFM7o1vcQYQxn5s6fmb9X7tw5FfnLLk7L6/Xy9dYfWJ29joZhyQxtcYuMM6AyQ7PuGDtej7foCNbZ/8NjPap2SUL4hShzJA+0vpswQwjTt//I4v3L1C7J50ggEKc1K+NX/sr6m7rBCYxsdYfMWugjDK36YUjvj/fYIWyz38RrL1S7JCH8Qqwlhvtb30OwPoivt37PsgNyO+/JJBCIU/p9zyJ+3f0HMeYo7k2/C7POrHZJ4iSG9teib9ELT94+rL+MweuQ+eCFqIw6QXE80PoegnQWvtj8LSsOrVG7JJ8hgUBUsDTrH77f8RNhhlDuT7+bUMPpZ8cS6lAUBWOXm9E1uhhPdga2uWPxumTqVyEqIzG4DvelD8OoNfLZpq9ZkyNjfIAEAvEva3M28OWW6QTpLNyXPowoc6TaJYnTUBQNpkuHomvQFnfWZmzzJuCVWd6EqJR6oXW5N/0udBodn2z4kg25m9UuSXUSCESZbXk7+WTjV+i1eka2GkpCcLzaJYmzUDRaTL1GoE1sgXvPGuwLPsYrY7cLUSkpYfUZ1fJONIqGjzZMYcuR2j3wlwQCAcCeY/v4YN1kvF4v96TdRnJYPbVLEpWkaPWYr3gATVwqrh3LKP5ziozIJkQlNYpoyPCWtwMwcd1ktudlqFyReiQQCA4VZTN+7SSK3Q7uaHETzSIbq12SOEeK3oilz0NoopJwbp6PY/m3apckhN9oFtmYYRfdgsfr4f11n5CRXztHA5VAUMvl2Y8ybs3HFDqLuKnJNbSJbal2SeI8KcYgzP0eQwmLx7F2DsWrf1K7JCH8Rlp0c4a2GILT42L8mknsObZP7ZJqnASCWqzQUcS4NR+TV3yUQSl9uTixo9oliQukMYdiufIxlOAoHP9Mx7FRxm4XorLSY9O4vdkNFLuLeW/Nx+wvPKB2STVKAkEtZXfZGb92Eoes2fSq143L63dXuyRRRTTBUSWhwBxK8V9f4Nz2l9olCeE32sW35uZm11HksjJ29YccLDqkdkk1RgJBLeR0O/lg/efsKdhHpzrtuLrhlTJZUYDRhMVj7vcYGCzYF07CuWul2iUJ4Tc612nHjU2uptBZxNjVH5JtrR3zhkggqGXcHjefbprKtrwdtIpuwZAm10oYCFDaqCQsfR8GrR77vPdx7duodklC+I1LEjtzbaMB5DsKGLv6Qw7bjqhdUrWTQFCLeL1epm79nrU5G2gckcqdLYbIZEUBThuXirn3aABsc9/FfWiHyhUJ4T96Jl3CoIZ9ySs+yrurP+SwNU/tkqqVBIJaZMbOOSw98A/1QuoyPO029DJZUa2gS2yO6bJR4HZh/XkM7sN71C5JCL9xRf0e9GtwGYftR3hxwTsUOAJ3MjEJBLXE3N3zmbdnIXGWGEa1GopJZ1K7JFGD9A3aYOo+DBw2bHPexHP0oNolCeE3+iVfzmX1LuVAQTYT1n6C3WVXu6RqIYGgFvhr/9/M3PkzEcZw7k+/mxBDsNolCRXoG3XBePEteG3HsM5+A0/hYbVLEsIvKIrCVQ370T25M3sK9vHR+ik4A3DeEJ8JBJs2bWLw4MGkp6czaNAg1qxZc8r1JkyYQPfu3WnXrh233nor27ZtK3vsxRdf5KKLLqJ169ZlX1lZWTXUAt+0KnsdU7d+T7A+iPvShxFhCle7JKEiQ4teGDoMxlt0pCQUWPPVLkkIv6AoCsPb3UxadHO25G1nyqZpeAJs3hCfCATFxcWMGDGCa665hn/++Ydbb72VkSNHUlRUVG6977//npkzZzJlyhSWLVtG586dGT58OB5PyU7ZtGkTb775JqtXry77SkhIUKNJPmHLke18tnEqBq2eUa2GEh8Uq3ZJwgcY0/tjSL8Sb/4hbHPexFtcdPYnCSHQarQMbXEzDcMasDJ7Ld9u+zGg5g3xiUCwbNkyNBoNQ4YMQa/XM3jwYKKjo1m4cGG59fLy8hgxYgRJSUnodDpuu+02srKyOHjwIB6Ph61bt9KsWTOVWuFbMvP38MH6z0BRGNHyDuqHJqldkvAhhvaD0TfviefIXqw/j8HrKla7JCH8gkGrZ0TLO0gIimfR/iX8sut3tUuqMj4RCDIzM2nYsGG5ZcnJyWRklJ916q677uLqq68u+/mPP/4gPDyc+Ph4du3ahd1u5/XXX6dTp05cddVVzJ8/v0bq9zUHig7x/tpPcLqdDG0xhMYRqWqXJHyMoigYL74FXWpnPNk7sc17H6/HrXZZQvgFi97Cvel3EWWK4KfMuSzev1TtkqqETu0CAKxWK2azudwyk8mE3X76npzLly/nueee48UXX0Sj0XDs2DE6dOjAsGHDSEtLY+HChTz44IN88803NGnS5JTbiIiwoNP5/334MTEhZf/OKTrMhKWTKHJZGdn+VnqkdFaxsqp1cjsDWU220zt4NAenFWHLXIOyahrRfe6psYGqZH8GltrWzhhCeCZsNM/+/ibTts4gISqaTkltVK7uwvhEIDCbzRUO/na7HYvFcsr1Z8yYwQsvvMAzzzzDgAEDAEhPT+ezzz4rW+eyyy6jc+fOLFiw4LSBIC/PWkUtUE9MTAg5OQUAHHMU8PbK9zliO8rVqVdyUUha2WP+7uR2BjI12qm9dCSaY/9Hwaq5FGtDMLYeUO2vKfszsNTWduqxMDJtKO+snsjYpZ/gsio0ibzwM7Jer5ecfDvb9x4lKtRE0/oRF7zN484U3HzikkFKSgqZmZnllmVmZpKaWvE/dvz48bz66qtMmDCBa665pmz50qVL+frrr8utW1xcjNForJ6ifYzNZWPCmklk23K5on4PLqt3qdolCT+hGMyY+zxcOkPidzIZkhDnoF5oXe5Jux2AD9ZPZk/BuU+b7PV62Z9bxPzV+/ngx408OmEJ/5m4lEmzN/PFb9vOvoEq4hNnCDp37ozD4WDKlCnceOONzJw5k9zcXLp27Vpuve+++47PPvuMqVOnVuhzoCgKr7/+OqmpqbRu3Zo5c+awdu1aXnvttZpsiiocbicT101mb2EWXRM6MjClj9olCT+jCYrA3PdhrDNfwb7wExRLGLq6F6ldlhB+oWlkI25vcROfbPiS8Wsm8UjbUcRaYk67vtvjYW92Idv2HGXr3qNs35dPoc1Z9niIRU/bJjE0TgqnTaPTb6eqKV4fuWdiy5YtPP/882zdupX69evz/PPPk56ezrBhw2jXrh0jRoygd+/e7Nu3D4PBUO6506dPp2HDhnz77bd89NFHZGdnk5yczJNPPkmHDh1O+5qBcIorIsrCq/PHsz53M61jWzK0xRA0ik+c+KlStfWUZE1zHdiKbc7/QKPDMuBJtNH1q+V11G5nTZF2BpaztXPRvqVM2/YDUaYIHml7L2HGUACcLg+ZB46xfV9JANixLx+740Qn3shQI02Swmlc+hUfaam2vjxnumTgM4FADf7+BvZ4PXyb8QOLdv9N04hGjGh1J3qNT5z0qXLyB6fmODP+wT5vAoo5FMtVz6AJia7y1/CFdtYEaWdgqUw7Z2f+xpzM34gyxHCRuz+Z+2xkHDiG03ViEKP4SEvpwT+MxknhRIeZz7DFqnWmQBCYR49a4ocds1m092+SQ+txd9ptARsGRM3Sp7TH2/lGipdOxfbzGCwD/4tikuGuhTidIruT7Xvz2bbvKFv3huM21ONw7B7+ODYD57521I0pOfA3SQqnUVI4YUGGs29UBXIEqUJer7fGbtn6Y88i/ti7mMTQeEa2GopJVzs6T4qaYUjrjafwCM71v2KbOxZzv0dRdL75R0yImpZfWMy2ffllfQD25xRy/FS7VqNQP74DLnTkhGaQdsVeRrTq6RdTzUsgqCK/Lt/D9AU7SYwOokGdEBrEh1I/PoS6McHodVV7TX/lobV8t+MnwgyhPNXtfrxWmcZYVD1jpxvwFuXhyliOff6HmC4bhRKA/VOEOBOv10v2URs79uWzN3cna7fncOjIiVvW9ToNTeqduP7fMCEMo0GL09OG99d+wqa8LUzd+j03Nx1cYx8Yz5cEgirSID6EBvEh7MkuZE92IYvWHgBK0mLd2GCS40NoUCeUBvEhJEQHodOe3x/W7Xk7+XzT15i0Rka1Gkp0UCQ51sC/didqnqJoMPW4G5stH1fmCoqXTsXYeYjP/1ET4kI4XR52Hyxgx/58tu87ys79+RyznrgDwGTQkpYSReOkMJokRVA/PuSUH/r0Gh33pN3Gu6s/YOmBfwgxBDOoYd+abMo5k0BQRZrUi+Cp29rh9njIyrWy68Axdh0qYNeBAvZmF7D7YAGsKZl5UafVkBQbXHomIYTk+FDqRFvQas4cErIKD/LB+s/xAnen3UbdkNo7cZOoGYpWj/mKB7D++H84N/yGJjgKQ0u5rVUEjmNWBzv35bN9fz479uez60ABLveJDoARIUY6NIslNTGM9mkJhOg1aDSVC8UmnYlRre5izMoJzN09nxB9ED3rdauuplwwCQRVTKspOdgnxQZzSekyl9vD/pwidh08xq6DJSFhz6ECMg8cK3ueQaehXlxJQKhfejahTqSl7I13tDif8WsnYXPZuL35jTSNbKRC60RtpBiDSsYomPESxcu+RgmKQN+wo9plCXHOPF4vBw9byz7979h/rNzpf0WBerEhpCaGkVo3jEZ1w4gMNZU9fj53U4QYgrkvfRhvrRzPdzt+ItgQTId43xziWAJBDdBpNdQvPdAfHz/Q6fKwL6ewNCCUBIWMrGPs2H9ifnqjXkv9uGDq1jGxWT+bo658Bqb09dk3kwhcmuAozH0fwfrj/2Gf/xGKORRdgswsKnxbsdPNrgPHSgNAPjv351Nkd5U9bjZquSg5siwApCSEYjJU/WExyhzJvenDeHvVRKZs/oYgvYUWUU2r/HUulIxD4EMcTjd7cwrZdaCg7GxC1uEC9I1WoA07gutQPXQHL6J+XCgN4kNpUCeE1s3j0Xo8aAL8uq7c5+wbXPs3Yfv5LdAZsAx8Cm1k3fPajq+3s6pIO2vW0cJiduzLLwsAew4V4PacOMRFh5loVDeM1LrhpCaGkRgdVOnT/3Dh7dxxNJP31nwEKDzQ+h5Swqpn4K8zkYGJTsMX3sBn4vF6+HTDVFblrKWOLoXY/K7sPljIwcNWTt5pZqOWpNgQ6seFUC8umPrxIdSJOnufBH/iK39wqps/tNO5fQn2+R+iBEWWDFwUdO4Tr/hDO6uCtLP6eDwl4//v2He0LADk5p+YJE+rUagXF1ISAErPAIQHX9jt2VXRzvW5m/hw/eeYtEYebjuKOkFxF7S9cyUDE/mpH3f+wqqctaSE1ef+9LswaEtuL7QVu9hzqIBdBws4mGdn254jbN97lG17j5Y9V6/TUDcmmPpxwdSLLwkLdWOC0AfAdM9CXfpGXfAU5eFY/i22n98qGbjIcOqZSYWoCl6vl7yCYjJLz55mHij5shWfGP43yKSjZcOosgDQoE4oRr3v/b1Li27OkKaD+WLzN7y35mMeaTuKSFPVzWZ4ISQQ+KgF+/7itz0LiLVEM7zlHWVhAMBs1NGkXgRN6kWUJdZiR8nlht0HSzos7j5UseOiRlFIiLaUnkko6dOQFBuM2ShvA3FuDK364S08gnPT79jmjsPc9xEUrbyPRNUosDpKDv6lB/7MgwUcK3KUWycuwkybxmE0Kj39Hx9l8ZtLp53rtKPQUciMnXN4b80kHm4zkmBDkNplSSDwRWuy1zN924+EGIK5t9UwgvVnf6MYDdqS02KJYWXLjt/dcCIgFLInu4B9OUX8teFg2XpxEeaygFAvLph6cSGEWmRUOnF6iqJg7HIzXmserl2rsC/8GFOPe2TgInHObMWuss7VmaUdrE8+9Q8lt/61aRxDcp0T47kEmfx7QLbL63enwFnI73sWMWHdJzyQfo/qI85KIPAxO4/uYvKmqei1eka1HEq0OfK8t3Xy3Q3Hb4H0eLwcyrOWnkkoZPehkjES/tmSzT9bssueGxFiLNcnoX5cCBEhRhmURpRRNBpMPUdgnf0Grh3LcARFYux4vdplCR/mcLrZk11YcuAvPfj/u09UsFlPWkpU2cE/OT6EsAu89u+rrmrYj0JHEX8fXMnHG6YwouUd6FSck0YCgQ85WJTNxHWf4vZ6GJF2O/VCz68H95loNAp1ooKoExVEpxYly7xeL4fz7SXh4FBh2RmFNTtyWbMjt+y5wWY99eOCSSrtj1A3Jpg6URbpl1CLKToDlt4PUjTzZRxr56AER2JocZnaZQkfcPwMZebB0oP/gQL25xaV6/VvMmhpUi+c5DqhJJd+8o8KM9WaDx4aRcPNTQdT5Cxiw+EtTNn8Dbc3v1G1KezPORDs27eP+Ph4vF4ver1/n7LxJfnFBYxfOwmry8Ytza6nRVSTGnttRVGIDjcTHW6mbZPYEzUVFrO79CzCntIzCRt35bFxV95Jz4W4CAt1Y4JIjAkmMTqIurHBxIabz+l2HuG/FFMwlr6PYJ35EsV/fYliiUCf3FbtskQN8ni8ZOUWlZ3y33XgGHuyC8tN+avXaWhQp2Rk1gZ1QkiuE0pcpP9c968uWo2Wuy66hXFrPmLFoTUE64MY3GigKqGoUrcder1eJkyYwEcffYTD4eDXX39lzJgxmM1mXnjhBb8NBr5yO5DdZeedVRPZW5hF/+Qr6Jtc+U9YNX27T5Hdyb7sQvblFLE/t4j9OSX/thW7yq2n12moE2WhbkwwiTFBJEYHUzcm6LwvO8jtW77PnbML66xXwevBcuXjaONPP5qmP7fzXARiO4vsTvbnnPjd359TyN5//Q3QahQSY4LKPvUn1wm9oDlcfEV17s8ip5W3V73PgaJDDEjpQ58GPavldS74tsNPP/2U6dOn89JLL/HMM88A0K9fP5577jneeecdHnvssaqptBZye9x8vOEL9hZmcXFCB/o06KV2SWcUZNKX3eFw3PFbgvbnFrEvp7D0j0URWYeL2HOosNzzzUYdiaWXGxKjg8rOLASb/TNUihO0MQ0wX3Yvtl/fwfrrOwQNehpNeB21yxLnyeF0c+Cwtex3el9uyfe8guJy6ykK1I0NJikmuOzgnxQbjMEHb/nzZUF6C/elD+PNFeOZlfELIfogLk6s2SHCK3WGoF+/fjz22GP06NGD1q1b8+OPP5KUlMSCBQt4/vnnWbBgQQ2UWvXUTu5er5cpm7/h74MruSiqGfek3XbOc2b78icQj6dk2tCTP0nszy3i4BEr/37XhQUbqBtdetmhNDAkRAVhNJT8f/hyO6tSILTTuXUx9oWTUEKisQx6Go0lvMI6gdDOyvCHdh7vaLw/pzTQ5xaxL6eI7LyKv6cRIcZ/BfqSfkSJCeE+386qUBP781BRNmNWvU+R08qwtFtJj7moSrd/wWcI9u3bR2pqaoXlycnJHDly5Pwrq+V+ypzL3wdXUj80iaEX3XzOYcDXaTQK8ZEW4iMttD2pS4TTVfLJ4+Q/QPtzCiv2TwBiws0kxgSRWi+CEKOO2AgzcZEWQi36WtPxyN/om1yCp/AIjpU/YPvlbSz9/4NiMKtdVq13qjN5+3IKOXDYWu5aP4DFqKNRYhiJscHlgrq/3+rnD+KCYhnVaijvrP6ATzd+xX2t7qJRRMMaee1KBYLk5GRWrFhBUlJSueW//vorycnJ1VJYoFu8fxm/7PqdaHMUI1veiVFbe+771+u01CsdHOlkVruLrNzSU5PZRezPLTmzsHp7Lqu355Zb12TQloSDCAtxkWZiw0u+x0VYCJGwoDpDm4F4iw7j3LII2+8TMPcejaLi7VS1zfHr/Ccf+PfnFGE9RV+fhKgTl+6Ofw8PNsjvkIrqhyZxT9ptvL/2U6Ztm8HTHR+pkdet1G/o/fffz2OPPcaOHTtwu938+OOP7N69m9mzZ/PGG29Ud40BZ33uJqZt/YFgfRD3trqLEEOw2iX5BItJR2rdkjHHj/N6vRwrcmB1e9mWeZhDeTYOHbGSfdTGgcPWCn0UoGRuh+MBITbCQlxpcIiNNBNilrBQExRFwdj1djxFR3HvXYd90WeYLh0q//dVqMjuJOeojew8GzlHbeQctZNz1MbBI9ZTXuePi7DQrEHEidP9cjeQT2sW2ZgHWt+D0+2ssdes9ORGCxcu5IMPPmDz5s3o9XpSU1MZOXIkl1xyydmf7KPUuOaVmb+Hd1d/gAKMbjOcBqH1Lmh7/nCNsiqcqp0er5ejBcUlISHPSvaR0u95Ng7l2XC5PRW2YzZqy0JCWViItBAb4RthIdD2p9dpx/rT63hyMjG0GYSx3dVA4LXzdC6knW6PhyPHiksO+kdPOuiXBoB/f9o/7nTX+auzk5/sT/9RJZMbXXrppVx66aVVUlBtlW3NYeK6T3F5XAxvefsFh4HaTqMoRIaaiAw10ax++clBysLCEeuJwFAaFPbnFLH7YMVfarNRVxoUSs4oxISbiQgxEh5iJCLYiNmoVT0w+BtFb8Lc+0GsM1/GsWomSlAEhmbd1S7LZ1jtrtIDffmv7KM2DucX4znF5zW9TkNMuJlGdcOICTeXfEWUfI8OM/nkhD7CP1QqEEycOPGMj48YMaJKiglkBY5Cxq/9hEJnEUOaXEtadHO1Swpo5cJCg/KPebxe8o4VcyivJCxk51k5VHp2YV9OIbtOERYAjHptaTgwlAsKJ/87LNgQUNNOVwWNJax04KKXKf7zczRB4RDjv2cWz4Xb4yU3/8Tp/LIDfumn/CL7qT/lhwUZSEkIJSbcdOKgX/oVFmyo9YP5iOpRqUDwzTfflPvZ7XZz+PBhdDodbdq0kUBwFsVuB++v/ZRc22H6NuhV4/eWivI0ikJUmImoMBPNG5R/zOPxcqTATnaejdx8O3kFxeQVFHO0sLjs34eOWE+7bQUIDTKcMiyc+LcBs1FXq842aMLjMfd5EOtPb2CbNwF7nTqgr9l54KuKx+OlwOakoMjBMauDY0UOjlmdpd9Lfi4o/Z5f5MDlrvgpX6fVEBNuomFiGDFhxz/hlx78w8xlt9sKUZMqFQj++OOPCssKCwt58sknadtWhig9E7fHzaQNX7C7YC+d6rTjyuQr1C5JnIFGoxAdZiY67PS3yTldHvILi8krDQlHC8r/+2ihg6zcU1+WOM6g11QIDOEhRpLqhOFyODEbdVhKv8xGHXqdxu8DhDYuFXOvkdh+G8vBaa9gHvg0mtDYsz+xBjic7tKDubPcQT2/yEHBvw72hVYnZ+t4pdNqCAvS07BuOBFBhpM+4Zcc9MNDjPIpX/icSncqPJXt27dz1113sWjRoqqsqcZUd+cQr9fLV1u+Y8mB5TSPbMKIlndU+VgDgdDJpTL8rZ1er5ciu6tCWMgrLP/9mLVyPYh1WqUsJJiNOiymku/lgoOpfIj49zq+0pvcsekPiv/8HCUsrmTgItPpOzlVhsfjpdjpxuHy4Dj5e7l/e7AWu057oLc73Gd9HYtRR0iQgTCLnpAgA6FBBkItx7/rS76XLjMZSvqb+Nv79nxJO/1HlXQqPJWioiIKCvz7P6c6/bxrHksOLCcpJJG7Lrol4AYeEqenKArBZj3BZj11Y09/W6nL7eFoYTFHCxzkFRbjVRSyD5fcL24rdmG1l34/6ee8gmIcrop3UJyN0aCtEB7MRh1GvRaNRkGjlFxOKfm3gqIp/blsGSceO8UyjUZB+dc2Tt6ucnyZuRVxja/AtG0uOT/8j61NhlLs1uJwlRy4y7473RSf6uB+0kHe4XKf8pR8ZWgUhRCLnugwM2FBpQd5i4GwIAMhxw/0QXpCLSU/63XSN0QEtvPuVFhYWMjs2bPp2LHqrodv2rSJZ599lh07dlC/fn1eeOEF0tPTK6w3efJkJk2aRFFRET179uTFF1/EYrEA8NNPP/H2229z+PBhOnbsyCuvvEJ0dHSV1VhZS7L+YXbmb0SZIhjZcigmXWDO5y0ujE6rKXeJorKfQFzukk+8NrvrjOHh3z9bi10cLSwm63BRhWFpa5JCHLcGNaAtu9As+YSvC7vh5cwHXJ1WwaDTYtBrMOi0BJv1GPRaDDpNyXe9FqNOg/6kZcbSdQ16DSaDrtyn+SCzXk7bC3GSSl0y6Nmz4qxLer2e1q1b89BDDxEXd+Gdg4qLi7n88ssZMWIE1113HTNnzuStt95i3rx5BAUFla03f/58nn32WT7//HOio6N5+OGHSUxM5Pnnn2fLli3cfPPNfPLJJzRp0oSXXnqJ7OxsPvroo1O+ZnWd+tl4eAsT103GrDPxSJtRxAVV33XSQDiFVRnSzqrl9XqxO9zYil0UO914vOD1ePF4S788lH734i397vGeWHZ8HW/Z+v96ntdbuj1OPHbSdoKDjLjtdppnfE5IQSZ5iV3Jb3Z1uYN72b91Ggx6jV/evSHv28ASCO284EsGp+pUWNWWLVuGRqNhyJAhAAwePJjPPvuMhQsX0q9fv7L1Zs6cyeDBg8uGTB49ejS33norzzzzDLNmzaJXr160atUKgEcffZTOnTuTm5tbY2cJdh/by8cbvkCraBjR8s5qDQNCnC9FUcr6F6jh+B9Wb/qjWH98hYj9fxKflIShZW9V6hFCnCEQHDp0qNIbqYozBJmZmTRsWH4Ch+TkZDIyMsoty8jI4PLLLy+3jtVq5dChQ2RkZNC6deuyxyIiIggLCyMzM7NGAkGu7TDvr/0Up9vJ3Wm3khJWv9pfUwh/phiDMPd9BOuMlyhe9jVKcCT6lPZqlyVErXTaQHDppZee9TYnr9eLoihs3rz5gguxWq2YzeVv9TKZTNjt9nLLbDYbJpOp7Ofjz7HZbBUeO/64zWY75WtGRFjQ6aqmo9+x4kImLv+UAmchd7W5kcsada6S7VbGmU4BBRJpZ2Apa2dMCMU3PU3WlKcpnv8hkQl1MCU1U7e4KlTr9meAC+R2njYQfP755zVZB2azucLB3263l3UWPM5kMlFcfGLijuMH+6CgoNMGiH9v47i8vNMPMHOuZu78mQOF2VxRvwdtwtvU2HWmQLimVRnSzsBSoZ3aaEy97sX2y9tkTXuVoEFPowmvo16BVaTW7s8AFQjtPK8+BB06dKjUxk8+OF+IlJQUvvjii3LLMjMz6d+/f7llDRs2LHcZITMzk9DQUGJjY2nYsCGZmZlljx05coT8/PwKlyKqQ+c67YmzxNAxXgZqEuJ86JLSMHW7E/vCSVh/HlMyRoEl7OxPFEJUiUr1KMrLy2PixIls27YNt7tkAA+v14vT6WTHjh2sWLHiggvp3LkzDoeDKVOmcOONNzJz5kxyc3Pp2rVrufUGDhzIc889R+/evalTpw5jx46lf//+aDQa+vfvzy233MK1115LWloaY8aMoVu3bkRERJzmVatOrCWaWEvN394oRCDRN7kET+FhHCtnYPv1HSz9/4Oil1t2hagJlbqP57nnnuOnn34iLi6OFStWkJCQgNPpZM2aNVU2j4HBYOCjjz5i9uzZdOjQgS+++IL3338fi8XCsGHDysZC6NmzJ3fffTfDhw+ne/fuhISE8PjjjwPQrFkzXnrpJZ566ik6d+5MdnY2r776apXUJ4SoGYY2g0qCQU4mtt8n4PWcfRRBIcSFq9Q4BO3bt2fMmDFccsklDBgwgDfeeINmzZrx4osvkp+fz1tvvVUTtVY5f78WBIFxTasypJ2B5Wzt9Hpc2H55B/e+DeibdcfY9Xa/nMtB9mdgCYR2nqkPQaXOENhsNlJTU4GS2/w2bdoEwE033cQ///xTBSUKIcQJikaH+bJ70UTVw7l5AY41s9UuSYiAV6lAkJiYWNaRLzk5uew2Q61Wy7Fjx6qvOiFEraUYzJj7PIQSHIXjn+k4ty9RuyQhAlqlAsGgQYN47LHHWLRoET169OC7775j8uTJ/N///R9NmjSp7hqFELWUJigCc5+HwWDGvnASrv2b1C5JiIBVqUDQr18/hg0bhsfjIT09nbvvvpuxY8dy4MABnn322equUQhRi2kjEzFf8QCgYJs7DveRfWqXJERAqlQg6NOnD7/99hvZ2dkUFhYyatQoVq1axezZs2nRokV11yiEqOV0Cc0wdR8GThu2n8fgKcpTuyQhAk6lAsE333xDWloaY8eO5eKLL+ahhx5i4cKFeDznPie7EEKcD31qJwwdrsNbdATbz2PwOk49JLkQ4vxUKhC0bNmS//73vyxatIjx48djMpl49NFH6datG6+//np11yiEEAAYWvVD37wnniN7sf32Hl6PS+2ShAgY5zTBuEajoWvXrowcOZI777wTm83G1KlTq6s2IYQoR1EUjF1uRlsvHff+jdgXfUolhlIRQlRCpQNBdnY2kydP5rrrrqN37978+eefPPHEEyxevLg66xNCiHIUjRZzr5FoYpJxbfsLx8oZapckRECo1FwGt956K6tWrSIuLo5Bgwbx5ptvUr9+/equTQghTknRGzH3eQjrjJdwrJqJEhyJoemlapclhF+rVCCoW7cu9913Hx07dqzueoQQolI05lAsfR/BOvNlihd/hiYoAl1SS7XLEsJvVeqSwauvviphQAjhczTh8Zh7jwaNFtu8Cbhzd6tdkhB+65w6FQohhK/RxjfC1HM4OItLxigoyFW7JCH8kgQCIYTf0ye3w9j5Jry2/JIxCoqL1C5JCL8jgUAIERAMaVegT+uN52gWtrlj8bqdapckhF+RQCCECBjGTjegS26H+8BW7As+xuuV0VSFqCwJBEKIgKEoGkw97kEb1wjXzr8p/vtbtUsSwm9IIBBCBBRFZ8DcezSasHic637GsXGe2iUJ4RckEAghAo5iCsbc9xEUcyjFS77EuWuV2iUJ4fMkEAghApImNAZzn4dAq8f++0Tc2TvVLkkInyaBQAgRsLQxyZh7jQKPE9sv7+A5ekDtkoTwWRIIhBABTVc/HWPX2/HaC7DOeRNP4RG1SxLCJ0kgEEIEPEOz7hjaXYO38DC2n9/Eay9UuyQhfI4EAiFErWBoPQD9RVfgycvC+svbeJ3FapckhE+RQCCEqBUURcHY+UZ0qZ3xZO/E9ts4vG6X2mUJ4TMkEAghag1F0WDqfhfaeq1w79sgoxkKcRIJBEKIWkXR6DBfNqp0NMNlFC/5Eq/Xq3ZZQqhOAoEQotZRdEbMfR5EE1kX58bfcayaqXZJQqjOZwLB5MmTueSSS2jTpg2PPvooVqv1lOsdPHiQUaNG0bFjRy6++GJeeuklHA4HAF6vlzZt2tC6deuyr2HDhtVkM4QQfkIxBpWMZhgSjWPlDBwbf1e7JCFU5ROBYP78+UyaNInPP/+chQsXkp+fzxtvvHHKdR977DHi4+NZtGgRM2bMYP369YwfPx6A3bt3A7Bq1SpWr17N6tWr+fjjj2usHUII/6IJisDS77GSIY7/+gLnjmVqlySEanwiEMycOZPBgweTnJxMSEgIo0ePZubMmbjd7nLrORwOzGYzI0eOxGg0EhMTw4ABA1i9ejUAmzZtokmTJiiKokYzhBB+SBMWh7nvI6A3YV/wEa59G9QuSQhV1FggcLlcHDt2rMJXYWEhGRkZpKamlq2bnJyM1Wrl0KFD5bZhMBj48MMPiYmJKVs2f/58mjZtCsDmzZspLCxk0KBBdO7cmQceeKDCNoQQ4t+00fUx9x4NioJt7liZ90DUSrqaeqHly5dz5513VliemJiIVqvFZDKVLTObzQDYbLbTbs/r9fLKK6+QkZHB//73P6AkMKSnpzN69GiMRiOvvPIK999/P998880ptxERYUGn015Is3xCTEyI2iXUCGlnYPG5dsa0p8j0CIe++x/2X98m4daXMcQkXfhmfa2d1UTa6f8Urw/cbzNgwABGjhxJv379ACgqKqJNmzYsXLiQ+Pj4Cuvb7XYef/xxtm7dyscff0xS0ql/afPy8ujUqROLFy8mNja2wuM5OQVV2xAVxMSEBEQ7zkbaGVh8uZ3OrYuxL5yEEhSBZeBTaEKiz3tbvtzOqiTt9B9nCjQ+0YegYcOGZGRklP2cmZlJaGjoKQ/iR48e5ZZbbuHo0aNMmzatXBj48MMP2bhxY9nPx+8+MBqN1Vi9ECKQ6JtcgrHj9XiL8komQ7IdU7skIWqETwSCgQMHMm3aNLZv305hYSFjx46lf//+aDTly/N6vdx///1ER0czadIkwsPDyz2ekZHBa6+9Rl5eHgUFBbzyyiv06tWLsLCwGmyNEMLfGVr1w9CqH978g9h+eRuv4/SXL4UIFD4RCHr27Mndd9/N8OHD6d69OyEhITz++OMAZGVl0bp1a7Kysli9ejXLly9nyZIldOjQoWysgZtvvhmAp59+mrp169K3b1+6d++OXq/n1VdfVbNpQgg/ZehwHfoml+DJycQ2dyxet1PtkoSoVj7Rh0At/n4tCALjmlZlSDsDi7+00+txY583HteuVeiS22HqNQpFU/nPUf7Szgsl7fQfPt+HQAghfJGi0WLqOQJtnSa4MldQ/OfnMu+BCFgSCIQQ4gwUnQFz79Foourh3LIAx4rv1S5JiGohgUAIIc5CMVhK5j0IjcOxehaO9XPVLkmIKieBQAghKkFjCcPS71EUSzjFS7/CuX2J2iUJUaUkEAghRCVpQmMw93sUDBbsCz7GtWeN2iUJUWUkEAghxDnQRtbF0uch0Oiw/TYB18HtapckRJWQQCCEEOdIG98I8+X3gseN7Ze3cR/Zq3ZJQlwwCQRCCHEedPVaYep+Fzis2Oa8hedYjtolCXFBJBAIIcR50jfqgrHzELzWo1jn/A+PNV/tkoQ4bxIIhBDiAhjSrsDQegDeY9nYfn4Lr8OqdklCnBcJBEIIcYEM7a5B36w7nsN7sP36Ll6XQ+2ShDhnEgiEEOICKYqC8eLb0CW3w31gK/bf38frcatdlhDnRAKBEEJUAUWjwdRzONrEFrh2r8a+aLLMeyD8igQCIYSoIopWj/ny+9DEJOPatpgjf8hkSMJ/SCAQQogqpBjMmPs+jCa8DvnLfsSx/FsJBcIvSCAQQogqpjGFYL7ycfSRCTjWzqH472kSCoTPk0AghBDVQBMUQZ1bXkQTnoBz3S8UL50qoUD4NAkEQghRTXQhEZj7P4EmIhHnhrkUL/lCQoHwWRIIhBCiGmksYSWhILIuzo2/U/zXFLxej9plCVGBBAIhhKhmGnNoSSiISsK56Q+KF38moUD4HAkEQghRAzSmECxXPoEmuj7OLQuxL/wUr0dCgfAdEgiEEKKGKKZgLFc+XjZOgX3hJAkFwmdIIBBCiBqkGIOw9HsUTWwKru1/YV/woQxzLHyCBAIhhKhhJaHgMTRxqbh2LMP+xwcSCoTqJBAIIYQKFIMZS99H0MY3xpWxvHRCJJfaZYlaTAKBEEKo5Pgwx9o6TXBlrsA+7328bgkFQh0SCIQQQkWK3oS5z8NoE5rh2rUS22/v4XU71S5L1EI+EwgmT57MJZdcQps2bXj00UexWq2nXG/9+vU0a9aM1q1bl31NnDgRAK/Xy1tvvUWnTp1o3749L7/8Mm63XJcTQvg2RW/E3OdBtIktcO9Zg23uOLwuh9pliVrGJwLB/PnzmTRpEp9//jkLFy4kPz+fN95445Trbt68mW7durF69eqyrxEjRgDw5ZdfsmDBAn788UfmzJnDqlWr+OSTT2qyKUIIcV4UnRFz79Fok9Jw712H7TcJBaJm+UQgmDlzJoMHDyY5OZmQkBBGjx7NzJkzT/npftOmTTRt2vS027n99tuJjY0lJiaG4cOH88MPP1R3+UIIUSUUnQHz5fejTWqJe+96bL++K6FA1JgaCwQul4tjx45V+CosLCQjI4PU1NSydZOTk7FarRw6dKjCdjZv3syqVavo2bMn3bt35/XXX8fhKPmFOdV2MjMzZTIRIYTfUHQGzFfcj7ZeOu79G7H98jZeV7HaZYlaQFdTL7R8+XLuvPPOCssTExPRarWYTKayZWazGQCbzVZh/YiICDp27MgNN9zA4cOHGT16NGPHjuXRRx/FZrNV2I7H48HhcGA0Gk+xLQs6nbYqmqeqmJgQtUuoEdLOwCLtPDPvkP9w6PsxWLctx/X7WOKvfxKNwVzF1VUd2Z/+r8YCQZcuXdi6despHxswYADFxScS8PEgEBQUVGHd4x0IASwWC8OHD2fMmDE8+uijmEymCtvR6XSnDAMAeXmn7rjoT2JiQsjJKVC7jGon7Qws0s7K0XS7B53Tgz1zBXunvIi5z0MoPhgKZH/6jzMFGp/oQ9CwYUMyMjLKfs7MzCQ0NJTY2Nhy6+Xn5/P6669TWFhYtqy4uLjsgN+wYUMyMzPLbSclJaWaqxdCiOqhaHSYeo1Al9IB98FtWH9+C6+j4plTIaqCTwSCgQMHMm3aNLZv305hYSFjx46lf//+aDTlywsJCeG3337jvffew+l0snv3biZOnMg111xTtp1JkyZx8OBBcnNz+eCDDxg0aJAaTRJCiCqhaHSYeg5Hl9oJz6EdWOf8D6/D/89uCt/jE4GgZ8+e3H333QwfPpzu3bsTEhLC448/DkBWVhatW7cmKysLjUbDxIkT2bJlC506dWLIkCH06dOH22+/HYAhQ4bQs2dPBg8ezJVXXkmbNm1O2W9BCCH8iaLRYup+D7pGXfBkZ2Cd/T+8xUVqlyUCjOKtxV3w/f1aEATGNa3KkHYGFmnn+fF6PNgXfYpr22I00fWx9HsMxRRcZds/X7I//YfP9yEQQghxdopGg+nSO9E37YYndzfW2W/gsfv3AUr4DgkEQgjhRxRFg/GSO9A364Hn8B5sP72Ox3ZM7bJEAJBAIIQQfkZRNBi73oa+RS88R/aVhAJrvtplCT8ngUAIIfyQoigYu9yC/qLL8eTtx/bTa3isR9UuS/gxCQRCCOGnFEXB2HkI+pZ98Bw9gHXWa3iK8tQuS/gpCQRCCOHHFEXB2PEGDK364c0/iPXH/8N9NEvtsoQfkkAghBB+TlEUDB2uw9BmEN6CHKwzXsK1d73aZQk/I4FACCECgKIoGNtdjanHPeB2YvtlDI71c2W2V1FpEgiEECKA6Bt1wdL/PyimEIqXfkXx4sl43S61yxJ+QAKBEEIEGG1cKparn0MTVQ/nloXY5vwPr73w7E8UtZoEAiGECECa4CgsA59C16At7gNbKfrhBdx5+9UuS/gwCQRCCBGgFL0R0+X3YmgzsLSz4cu49qxTuyzhoyQQCCFEAFMUDcZ212DqOQI8Lmy/vo1j3a/S2VBUIIFACCFqAX1qJywDnkQxh1G8bCrFiz6VzoaiHAkEQghRS2hjU0o6G0Y3wLl1EbbZb8jESKKMBAIhhKhFNEERWAY+iS6lPe6D27DOeBH3kX1qlyV8gAQCIYSoZRSdEVOvURjaXoW3IBfrzJdx7V6jdllCZRIIhBCiFlIUBWPbqzBdNgo8Hmy/votj7c/S2bAWk0AghBC1mD6lA5aB/0WxhFH89zTsCyfhdTvVLkuoQAKBEELUctqYBiWdDWOScW37E9tP0tmwNpJAIIQQoqSz4YAn0TXsiPvQdqw/vID78F61yxI1SAKBEEIIABSdAVPPERjaXYO38HBJZ8Ndq9UuS9QQCQRCCCHKKIqCsc1ATJfdC3ixzR1L8ZrZ0tmwFpBAIIQQogJ9SnssA59CCYrAsfxb7As+xutyqF2WqEYSCIQQQpySNro+lqufRRObgmv7X1hnv4HHmq92WaKaSCAQQghxWhpLOJb+/0GX2hnPoR0lnQ1zd6tdlqgGEgiEEEKckaIzYOpxD4b2g/EWHcH64ys4M1eqXZaoYhIIhBBCnJWiKBhb98d0xf2Agv23cRSvniWdDQOITu0Cjps8eTKTJk2iqKiInj178uKLL2KxWMqtk5WVxZVXXllumcPhoG7duvz6a8n83m3bti33Bm3bti0ff/xxjbRBCCECnb5BWzSDnsL2yzs4/vkOT95+PNc8oHZZogr4RCCYP38+kyZN4vPPPyc6OpqHH36YN954g+eff77cegkJCaxefeKe2JycHK6++mqeeuopAHbvLrmutWrVKhRFqbH6hRCiNtFG1cNy9XPYfhuHa8cysj7PQdf1DrSRSWqXJi6AT1wymDlzJoMHDyY5OZmQkBBGjx7NzJkzcbvdZ3zec889R9++fenWrRsAmzZtokmTJhIGhBCimmksYVj6P4G+ySU4Du7E+t3zFC+fLrcm+rEaCwQul4tjx45V+CosLCQjI4PU1NSydZOTk7FarRw6dOi021u6dCmrVq3iwQcfLFu2efNmCgsLGTRoEJ07d+aBBx444zaEEEKcP0Wrx3TpXcTf8BRKUDiONT9R9N0zuLI2q12aOA81dslg+fLl3HnnnRWWJyYmotVqMZlMZcvMZjMANpvttNv78MMPGTp0KEFBQWXLDAYD6enpjB49GqPRyCuvvML999/PN998c8ptRERY0Om059sknxETE6J2CTVC2hlYpJ0BJKYN9Ue+S96iaeQvn43tp9cJadWTyF63oTUHVvsDeX8qXh/oIjpgwABGjhxJv379ACgqKqJNmzYsXLiQ+Pj4CusfOHCAyy+/nEWLFhEZGXna7ebl5dGpUycWL15MbGxshcdzcgqqrhEqiYkJCYh2nI20M7BIOwPLye1052RiX/QpnsN7UMyhGLvcjC6lQ0Bcyg2E/XmmQOMTfQgaNmxIRkZG2c+ZmZmEhoae8iAOJZ0QO3ToUCEMfPjhh2zcuLHsZ4ej5FqW0WishqqFEEL8mzYmGcvVz2LocD1ehw377+9j+/UdPIWH1S5NnIVPBIKBAwcybdo0tm/fTmFhIWPHjqV///5oNKcub+3ataSnp1dYnpGRwWuvvUZeXh4FBQW88sor9OrVi7CwsGpugRBCiOMUjQ5jej+CrnsFbWJz3HvWUvTNf3Gsn4vX41G7PHEaPhEIevbsyd13383w4cPp3r07ISEhPP7440DJ2AOtW7cmKyurbP39+/cTExNTYTtPP/00devWpW/fvnTv3h29Xs+rr75aY+0QQghxgiY0FnO/xzB1vxu0OoqXfoV15su4D+9VuzRxCj7Rh0At/n4tCALjmlZlSDsDi7QzsFSmnR7bMYqXTsW1YykoWgyt+mBoMwhFZ6ihKi9cIOxPn+9DIIQQIrBpzKGYew7H3PdhlOAIHGtmUzT9GVz7N6ldmiglgUAIIUSN0SW1JGjwK+jTeuMtyMY2+w1sCybhtReqXVqtJ4FACCFEjVL0Rkydb8Jy1XNoourj2raYom//i3PHMpksSUUSCIQQQqhCG9MAy9XPYux4PV6HHfsfE7H98jaegly1S6uVJBAIIYRQjaLRYmjVj6DrXkab2AL33nUUffsUjvW/yi2KNUwCgRBCCNWV3KL4KKbud6No9RQvnYp15ku4D+9Ru7RaQwKBEEIIn6AoCvrGF2O5/v/QpXbGk5OJ9fvnKV7+rcyiWAMkEAghhPApJ25RfAQlOLL0FsWn5RbFaiaBQAghhE/SJaWV3KLYsg/egpzSWxQ/klsUq4kEAiGEED5L0RsxdbrxpFsU/6Lomydxbl2M1+1Uu7yAIoFACCGEzyt3i6KzGPvCSRR9+TDFf3+D51i22uUFBJ3aBQghhBCVcfwWRV1KBxwbf8e1dTGOtXNwrJ2Dtu5F6Jv3RFevFYpGq3apfkkCgRBCCL+iCYnG1OkGvO2uxpW5AsemP3Dv24B73waUoEj0TS9F37QbmqAItUv1KxIIhBBC+CVFZ0DfqAv6Rl1wH96Lc/N8nNuX4Fj5A45VM9E1aIO+WQ+0ic1QFLlCfjYSCIQQQvg9bVQS2q63YexwHc4dy3Bu/gNX5gpcmStQwuIwNOuBvnFXFFOw2qX6LAkEQgghAoZiMGNo3gN9s+54snfi2DQfV8bfFC/7muJ/pqNL6YiheQ80sQ1RFEXtcn2KBAIhhBABR1EUtHGpmONS8Xa+Cee2xTg2LcC1/S9c2/9CE1UPfbMe6Bt1RtGb1C7XJ0ggEEIIEdAUUzCGln3Rp/XGvX8Tzk3zce1eTfGfn1H897SSfgjNe6KNrKt2qaqSQCCEEKJWUBQNuroXoat7EZ6iPJxbFpZ8bfoD56Y/0MY1Qt+8B7qU9ihavdrl1jgJBEIIIWodTVAExrZXYWg9ANeeNTg3zS+5dfHQdpSlU9E3uQR9s+5oQmPVLrXGSCAQQghRaykaLfoGbdE3aIsn/xCOzQtOO+BRoJNAIIQQQgCasLgzDnh0+KKLcZpi0UQkoAlPQDGY1S65SkkgEEIIIU5yugGP8v+eVX69oAg04QmlAaEOmojEku/mUJUqvzASCIQQQojTKBvwqOP1hLhyOJK5A8/RLDx5WXiOHsC9fyPu/RvLPUcxBpedRdBEJJw4oxAU4dNjH0ggEEIIIc5C0ZswJzTHYE4qt9zrsOE5eqAsJLjzsvAczcJ9cDvug9vKb0RvKg0JddCEJ6A9HhRCYlA06g+tLIFACCGEOE+KwYw2NgVtbEq55V6XA0/+wbIzCZ68/SXfD+/Gk5NRfiNaHZqwOiedVaiDJjwRTVgcirbmDtMSCIQQQogqpugMaKPqoY2qV2651+PCeyyn7EyC5/j3owfwHNn7r41o0DXqjLn73TVSswQCIYQQooYoGh1KeB004XWAtmXLvV4P3sLDePIO4Dm6H0/eAdxHs1AMlhqrzecCwcsvv4xer+eJJ5445eMOh4Pnn3+eefPmodPpuPXWWxk5ciQAXq+XMWPG8O233+J2uxk0aBBPPvkkWq22JpsghBBCnBNF0aCExKAJiYF6LVWpQf1eDKXy8vL4z3/+w5QpU8643ttvv01WVha///47X331Fd9++y1z5swB4Msvv2TBggX8+OOPzJkzh1WrVvHJJ5/URPlCCCGEX/OZQDBkyBC0Wi29e/c+43ozZ85k+PDhhISE0KBBA2655RZ++OGHssduv/12YmNjiYmJYfjw4WWPCSGEEOL0aiwQuFwujh07VuGrsLAQgMmTJ/PKK69gsZz+ekl+fj6HDx8mNTW1bFlycjIZGSU9NjMyMio8lpmZidfrraZWCSGEEIGhxvoQLF++nDvvvLPC8sTERP744w/i4uLOug2bzQaA2XxiuEiTyYTdbi973GQ6Ma+12WzG4/HgcDgwGo0VthcRYUGn8//+BTExIWqXUCOknYFF2hlYpJ3+r8YCQZcuXdi6desFbeP4wd5utxMcHFz27+NnFUwmE8XFxWXr22w2dDrdKcMAQF6e9YLq8QUxMSHk5BSoXUa1k3YGFmlnYJF2+o8zBRqf6UNQGeHh4URFRZGZmVm2LDMzk4YNGwLQsGHDCo+lpKRU2I4QQgghyvOrQAAwcOBAxo0bx9GjR9m1axdffPEFgwYNKnts0qRJHDx4kNzcXD744IOyx4QQQghxen4RCFq3bs2KFSsAePDBB2nQoAF9+/ZlyJAhXH/99fTt2xcouVOhZ8+eDB48mCuvvJI2bdqcst+CEEIIIcpTvLW4C76/XwuCwLimVRnSzsAi7Qws0k7/ETB9CIQQQghRPSQQCCGEEEICgRBCCCEkEAghhBCCWt6pUAghhBAl5AyBEEIIISQQCCGEEEICgRBCCCGQQCCEEEIIJBD4rRUrVnDdddfRtm1bLrvsMr7++mu1S6pWubm5dO7cmfnz56tdSrU4ePAgw4cPp02bNnTr1o3PP/9c7ZKqxapVq7jmmmto06YNvXv3ZtasWWqXVKXWrVtH165dy37Oz8/n3nvvpW3btnTv3p1vv/1Wxeqqzr/befDgQUaNGkXHjh25+OKLeemll3A4HCpWWDX+3c7jPB4Pt956K6+//roKVVUfCQR+KD8/n1GjRnHbbbfxzz//8O677zJmzBiWLFmidmnV5qmnnuLo0aNql1EtvF4vo0aNIiUlhb///ptJkybx3nvvsWrVKrVLq1Jut5t7772Xe+65h1WrVvHKK6/wn//8h3379qld2gXzer1Mnz6doUOH4nQ6y5Y/88wzWCwWlixZwtixY3nzzTdZs2aNeoVeoNO187HHHiM+Pp5FixYxY8YM1q9fz/jx41Ws9MKcrp3HffLJJ2Xz6wQSCQR+KCsri0svvZQBAwag0Who0aIFHTt2DLgDyHFTp07FbDZTp04dtUupFmvXriU7O5tHH30UvV5Po0aN+Prrr0lOTla7tCp17Ngxjhw5gtvtxuv1oigKer0erVardmkXbOLEiXz++eeMGDGibFlRURHz5s3jgQcewGg00rJlS/r378+MGTPUK/QCnaqdDocDs9nMyJEjMRqNxMTEMGDAAFavXq1ipRfmVO08bsuWLXz//fdcfvnlKlRWvSQQ+KFmzZrxv//9r+zn/Px8VqxYQdOmTVWsqnpkZmby6aef8vzzz6tdSrXZuHEjjRo14n//+x8XX3wxvXv3Zu3atURERKhdWpWKiIhgyJAhPPzww7Ro0YKbb76ZZ555JiCC3rXXXsvMmTNJS0srW7Z79250Oh1JSUlly5KTk8nIyFCjxCpxqnYaDAY+/PBDYmJiypbNnz/fr/8enaqdUBJ+nnjiCV566SUsFotK1VUfCQR+rqCggBEjRtCiRQt69uypdjlVyuVy8fjjj/PUU08RHh6udjnVJj8/n7///puIiAjmz5/Pq6++yksvvRRwpyQ9Hg8mk4l3332XNWvWMHHiRP7v//6PLVu2qF3aBYuNjUVRlHLLrFYrJpOp3DKTyYTdbq/J0qrUqdp5Mq/Xy8svv0xGRgbDhw+vwcqq1una+dZbb9G1a1fatm2rQlXVTwKBH9u7dy833ngjYWFhvPfee2g0gbU7J0yYQLNmzbj00kvVLqVaGQwGwsLCGD58OAaDoazD3e+//652aVVq7ty5rFu3jj59+mAwGOjevTvdu3f361PoZ2I2mykuLi63zG63B+QnSyhp2+jRo1m8eDFTpkwhKipK7ZKq1NKlS1m2bBmjR49Wu5Rqo1O7AHF+Nm7cyLBhwxg4cCBPPPFEwIUBgDlz5pCTk8OcOXMAKCws5OGHH2bkyJHcc889KldXdZKTk3G73bjd7rLr6cevsweSAwcOVOh5rtPpAqIPwanUr18fp9NJVlYWCQkJQMklsNTUVJUrq3pHjx5l2LBhWCwWpk2bFpBn9ObMmcOePXvo0qULUBKAFEUhIyODDz74QOXqqkbgHUVqgdzcXIYNG8add97Jk08+GZBhAOCXX35h5cqVrFixghUrVpCQkMCYMWMCKgwAXHzxxZhMJt577z1cLherVq3it99+o0+fPmqXVqW6dOnC5s2b+e677/B6vSxfvjwg23lccHAwvXr14q233sJms7Fu3Tp++uknBgwYoHZpVcrr9XL//fcTHR3NpEmTAjIMALz00kusXr267O9R//79ueWWWwImDICcIfBL06dP58iRI7z//vu8//77Zctvu+02HnroIRUrE+fDZDIxZcoUXnzxRbp06UJwcDBPP/006enpapdWpZo0acLYsWN59913eeWVV0hISOD111+v0HErkLz00ks899xzXHrppVgsFh577DFatWqldllVavXq1Sxfvhyj0UiHDh3Kljdv3pwvv/xSxcrEuZLZDoUQQgghlwyEEEIIIYFACCGEEEggEEIIIQQSCIQQQgiBBAIhhBBCIIFACCGEEEggEEJcgB07drBgwYJyy+68806WLl1aJdu/6aabWLduXZVsSwhxZhIIhBDnbdSoUaxfv77s5+nTp6PX6+ncuXOVbP/RRx/lySefrDDksRCi6kkgEEKct5PHNXO5XIwbN44777yzyrbftm1bgoKC+PHHH6tsm0KIU5NAIIQ4L7feeit79uzhvffeo2fPnvzyyy84nc5yw9f27NmTDz/8kNtvv52WLVvSr18/5s6dW/Z4bm4u9913Hx06dCA9PZ077riDzZs3l3udPn36MHny5JpqlhC1lgQCIcR5GTduHImJiQwdOpTp06fzxx9/0LVr1wqzF44bN46LL76YGTNm0LdvXx544AFWrlwJwAsvvIDL5WLq1Kl8//33BAUFcf/995d7/qWXXsr27dvZu3dvjbVNiNpIAoEQ4ryEh4ej1WqxWCxERkaydu3aU07t2717d+655x5SUlK4//77adu2bdmkN7t37yYkJIS6deuSkpLCiy++yCuvvILH4yl7foMGDdDr9axZs6ammiZErSSBQAhRJQ4fPkxERESF5e3bty/3c6tWrdi2bRtQ0ilx7ty5dOjQgWHDhjF79mwaN25cbkpvrVZLeHg4hw8frt4GCFHLSSAQQlQJRVHKfbI/TqcrP8u6x+NBURSgpH/A4sWLefnll4mJiWHChAn079+f3Nzccs9xu91lzxFCVA8JBEKI83byQTomJoYjR45UWGfDhg3lfl6zZg3NmzfH5XLx+uuvs3//fgYMGMCrr77K7Nmzyc3NZfny5WXrezwe8vPziY2Nrb6GCCHQnX0VIYQ4taCgIHbt2sWhQ4dIS0urcIcAwI8//kirVq3o0KEDM2bMYP369Tz77LPodDo2btzIihUrePrpp4mMjGTWrFno9XpatGhR9vytW7fidrtp2bJlTTZNiFpHzhAIIc7bHXfcwaJFixg4cCC9evVixYoVuN3ucutcffXVzJo1i4EDB7J48WI++ugjmjdvDsBbb71F3bp1GT58OP369WPevHmMHz+e+vXrlz3/77//plmzZiQmJtZo24SobRTvySOLCCHEeXI4HFx++eU8//zz9OjRAygZh2Dw4MGMGjXqvLd71VVXceutt3LttddWValCiFOQMwRCiCphMBi49957+fzzz6tsm8uXL8dmszFo0KAq26YQ4tQkEAghqsx1112Hx+Phzz//rJLtjRkzhtdee63CnQpCiKonlwyEEEIIIWcIhBBCCCGBQAghhBBIIBBCCCEEEgiEEEIIgQQCIYQQQiCBQAghhBDA/wP2ekxpilQfowAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "table.mpl(y=[\"mx\", \"my\", \"mz\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let us say we want to interactively choose data columns we want to plot on y-axis of the plot. We start by putting our plotting inside a function and exposing the argument we want to choose:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def my_interactive_plot(y):\n", " table.mpl(y=y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Having the function defined, we have to call it with required `yaxis` argument in order to get the plot. For example," ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_interactive_plot(y=[\"mx\", \"my\", \"mz\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To interactively change the values of `yaxis`, we have to:\n", "\n", "1. decorate the function using `ubermagtable.interact` and\n", "2. assign a widget to the `yaxis` in the `ubermagtable.interact` argument list." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "17836ec84675418b9d745477d56cccfd", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectMultiple(description='y-axis:', index=(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 1…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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5nD9/Dr0+DpPJxOjRn1O1qic9e/akTJly+PsP4cSJY0ybNonAwHUULFgo3TEPHPiVZcuWYGeno1Klyubtu3ZtZ//+X3n06BG3bt2kSJHXeP/9TvzwwyZu3LjOBx98SNeu3QA4dOgAXl5vZtjftGmTePToEb16+RIYuA6NRvmIaPEfKQ6EEMKC3vdok+s+1V+6dIHly9dQvnxFPv10MEFBq1m4MICHDx/Svn0LmjRpRmTkHQICVqFWq1m3bjVBQWuYOXMes2bNol279rzxRjXmzZvFhAlTMywMoqLuMn36ZJYuXYm7exnWrVulaD979hRr1mzEza0wPXp0Ye/ePcyfv5S//rqCn19vPvjAF7Vazf/+d5BRoz7PsL+xYyfQo8cH8nClTJB7DoQQQigULVqM8uUrAlC8eHFq1KiFjY0Nzs7OODo64uTkxMcfD2Dr1s0sWvQ1+/f/gl4fB0DhwoUZNWocY8eOpG3b96hevWaGY509e5oyZTxwdy8DQLt27yvaK1asTJEir6FWqylWrBh169ZHrVZTvPjrJCQ8Ij4+ntjYWGJjY3nttdee2Z/IHCkOhBBCKNjY2Ch+1mqVk8whIScYOXIoAI0be9O+fQdSruEXHh5GwYIFuXDh2df3VSqV4tinp/ptbW0zjAXg6NHDNGjQKFP9icyR4kAIIcRz+d//DtGoUWPee68jFStW5tCh/RiNRgDOnj1LcPC3rFixjtjYGDZt+jbDvjw9axAeHsaff/4BwK5dO547nuT7Dbyf2Z9Go8FgMCKLET+bFAdCCCGey5Ahwzl9OpSePbvQv39vihV7nX/+uUlsbCzDhw9n6NCRuLkVZty4iaxevYI//riUbl8uLi5MmDCVyZM/p0+fD/nnn7+fKxaTyci1a1cpV678M/srVMiVChUq8OGHHYmOvv9Cub8qVCYpoQDy/LrcYB3ri2eG5GldJE/rInnmHW5u6X/tU76tIIQQIltt2LCWPXt2p9nm69udd99tmcMRiWeR4kAIIUS28vXtga9vD0uHIZ6D3HMghBBCCAWLFAdnz57Fy8vL/HN0dDQDBw6kVq1aNGnShO+//97clpCQwNixY6lbty4NGzZk6dKl5jaTycScOXOoX78+derUYerUqRgMBnP76tWrady4MTVr1mTEiBHExcXlTIJCCCFEHpajxYHJZCI4OJg+ffqQmJho3j5+/HgcHBw4cuQICxYsYPbs2Zw+fRqAefPmcfPmTX755Rc2bNjA999/z65duwBYv349+/fvZ9u2bezatYvQ0FBWrlwJwL59+wgMDGTt2rUcOHCA6OhoZs6cmZPpCiGEEHlSjhYH33zzDWvXrqV///9WxXr48CF79+5l8ODB2NnZ4enpSZs2bdiyZQsAW7duxc/Pj3z58lG6dGm6devGjz/+aG7r2bMnhQsXxs3NDT8/P0Vbx44dcXd3J1++fAwZMoStW7cqZhaEEEIIkVqOFgcdOnRg69atvPHGG+Zt165dQ6vVUqJECfM2d3d3wsLCiI6O5u7du3h4eKRqAwgLC0vVFh4ejslkSrMtLi6O27dvZ2eKQghhNfbt28ugQR+za9d2mjf3plcvX8V/U6Z8Yd43JiYGP7/e6fYBcPHieWbNmpZj8YsXl6PfVihcuHCqbXFxceh0OsU2nU5HfHw8er0eAHt7+1RtAHq9XnGsvb09RqORhISENNueHJMWFxcHtNq8/5jNjL63ak0kT+sieeZO+fPbY2urJV8+HXXq1CEgICDdfY8e3cfbbzcFlHk+6cPNLR+HDt0kOjoqz52H9FhLHmmx+FcZ7e3tefTokWJbfHw8Dg4O5jf3+Ph4nJycFG2QXCikPFav16PVarGzs0uzDcDR0THNOO7dy/s3K1rDQzkyQ/K0LpJn7rJixTfs2fMTBQoU4PXXS5KQkERMTDwJCUkZxr9z52569+4HwPTps1L18fvvfzJv3tc8fBjLsGEjGDt2Qk6llC3yyu8zI7n6IUilSpUiMTGRmzdvUqxYMQDCw8Px8PDA2dmZQoUKER4ejqurq7mtbNmyAJQtW5bw8HCqVatmbitTpoy57cnlhydt+fPnT3P2QgghLOXO9xuJCTmRrWPkq10Ht05dnrnfoUP72b//V1av3oCtrR1jx44wt505c4pevXwV+3fq1IXWrduSkJBARMQNypb1YO/evWn2UaTIa/Tt25/9+3/J84XBq8DizzlwcnKiWbNmzJkzB71ez9mzZ9mxYwc+Pj4AtG3bloULF3L//n2uXr1KUFAQ7dq1M7cFBgZy69YtIiMjCQgIULR99913/Pnnn8TGxrJgwQLatGmDWm3xlIUQIlcKCTmOt/dbODg4otVqad26rbmtWrUarF69QfHfk/aTJ49Tq1ZtAI4ePZpuHyLvsPjMAcCUKVOYMGEC3t7eODg4MHLkSPNswNChQ5k2bRotW7ZEpVLRo0cPWrZMftSmr68vkZGRdOzYkcTERHx8fOjdO/mGmKZNmxIREYGfnx8PHjzA29ubUaNGWSxHIYRIi1unLpn6VJ8TXnS540OHDpgfgSxLJlsHixQH9erV49ixY+afnZ2dmT9/fpr76nQ6Jk+ezOTJk1O1aTQahg0bxrBhw9I8tkePHvToIY/sFEKIzKhXrwELFsyla9fuODo6snv3rmceYzKZOH/+HJ9++hkAjRs3ZsqUqWn2odFoSEpKyrb4RdbJFTMHQgghLK9BAy/++usKfft2J1++/Hh4lOP+/XtA2vccJH9AG0WFCpXMMwTe3t6Ehp5Ns4+qVT1ZtmwJY8aMYPr02TmbnHgusmTzY3n9rlOwjrtnM0PytC6Sp3WRPPOOjL6tIHfnCSGEEEJBigMhhBBCKEhxIIQQQggFKQ6EEEIIoSDFgRBCCCEUpDgQQgghhIIUB0IIIYRQkOJACCGEEApSHAghhBBCQYoDIYQQadq3by+DBn2c4T4dO/pw6dIFAIYNG0hUVNQLj7dr13aaN/emVy9fxX9Tpnzxwn2KFyNrKwghhAUd+fUvwi7dydYxylR0o2HTstk6BsCJE8eevdMzVKtWg5kzv375YMRLkeJACCGE2YoV37Bnz08UKFCA118vCUBiYiJLly7g9OlQDAYj5ctXYOjQETg6OpmPmzZtEgA9e/Zk+vS5XLnyJ+vWrSIxMZF796Jo2bIN/foNsEhO4vlJcSCEEBbUsGnZHPlUnxmHDu1n//5fWb16A7a2dowdOwKAoKDVaDRaAgODUKlUBAQsZunSRYwY8Zn52LFjJ7Br13bWrFlDUpKWqVMnMG7cREqUKElk5B06dGhDp05dcXZ2zjCGtFZ/7NSpC61bt83ibEVGpDgQQggBQEjIcby938LBwRGA1q3b8v33Gzly5BAxMbHmywZJSYk4O7uk249KpWLGjHkcOXKIn3/ezbVr4ZhMJuLj9YBzhjHIZYXcQYoDIYQQQPKbuslkMv+s0WgAMBiMDBnyKQ0aNAIgLi6OhISEdPvR6/X06fMhb77ZBE/PGrRu3ZZDhw4o+ha5m3xbQQghBAD16jVg3769xMTEYDQa2b17l3n75s2bSExMxGg0MmPGVAICFqU6XqPRkJSURETEdR4+fEi/fv54eb3J6dOhJCQkYDQaczol8YJk5kAIIQQADRp48ddfV+jbtzv58uXHw6Mc9+/fo1evj1i0aD69e3+I0WigXLnyDBo0NNXxb775Fr6+vkyZMpOGDb3w9e1IvnxOFC9egtKlyxARcYPixV/PMIa07jnQaDQEBq7LylTFM6hMMs8DwJ07MZYO4aW5ueWzijyeRfK0LpKndZE88w43t3zptsnMgRBCiBxx/fpVvvhibJptJUuWYvLk6TkckUiPFAdCCCFyRMmSpVm9eoOlwxCZIDckCiGEEEJBigMhhBBCKEhxIIQQQggFKQ6EEEIIoSA3JAohhDDz8qpNmTJlUas1iu3Tp8+maNFiORJDx44+TJ06g4oVK+fIeCI1KQ6EEEIoLFgQ8MwFkoR1k+JACCHES3uyrPPvv5/h0aNE87LOCQkJ9OrVlc8+G0+DBl6sWPENv/9+lrlzFxERcYNZs6Zx79491GoVPXt+RLNm7wKwdetmZs2azr17UTRv3go/v4EYjUYWLJjL+fPn0OvjMJlMjB79OZ6e1fnyy4k4Ojry119X+Pff25QqVZqJE6fh4ODA0aOHWbp0IWq1hnLlyhMScpwlS1ZQtGgxduzYwubNwZhMRvLnd2b48FGUKlXasiczF5DiQAghLOj0gS3c+PN0to5Rolx1qnu3z/T+gwf7KS4rFC1ajOnTZ2d4zJNlnTdv3kxkZKxiWedx4yYxffpkhg0bxa5d2wkMDEKtVjNx4ljatGnP++934vbtW3zyiR/16zcEwNbWlsDAddy9G0mnTm1p374Dd+78S2TkHQICVqFWq1m3bjVBQWuYObM6AJcvX2T+/G9Qq9V8/HFP9u3bi5fXm0yZMoH585dSrlx5fvppBz/9tAOAU6dO8tNPO1myZAU6nY7jx39j3LiRBAV9/3wn2ApJcSCEEELhRS4rPFnWuX37EyQlGRXLOtetW5+mTd9h3LiRLFq0DBcXFx48iObKlT/x8WkPQJEir7Fp01Zzf++80wKAQoVccXEpyL1796ha1ZOPP87P1q2b+fvvCE6dOomDg4P5mHr1GmJrawtAmTIePHjwgNOnT1G6tDvlypUHoGXLNnz99SwAjh49TETEDfr372Pu48GDBzx4EE3+/AWe76RZGSkOhBDCgqp7t3+uT/W51ZNlndu2bcGdOzGKZZ1NJhNXr4ZTsGBBzp8/R7VqNczLQatUKnMf169fpUiR1wDQav97e0rex8SRI4eZP382Xbp0o3Fjb0qVKs3//d8u8362tnaKY0wmExqNJtVS0SqV2hxz8+at8PcfDIDRaCQy8g758uXPwjOTN8lXGYUQQry0J8s6P1maOeWyzt99t574eD0rVqzju+/Wc/HieRwdnahQoaJ5iv/27VsMGPARsbGx6Y5x4sQxGjVqzHvvdaRixcocOrT/mctAe3pW48aN61y58icA+/f/QmxsDCqVirp167N37/8RGRkJwJYtPzBkyICXPxlWQGYOhBBCKDx9zwGAn58/DRp4pXvMk2Wd33vvPRISEs3LOv/xxyXWrVvF8uVrcXMrzODBnzJx4jhWrVrPhAlfMmfOVwQHf4dKpWL06PEUKuSa7hjt23dg0qRx9OzZBbVaTbVqNTlw4NcMC4T8+QswceKXTJ06AbVaRYUKldFoNNjZ6ahXrwEfftiTYcP8UavVODg48uWXsxSzGa8qWbL5sby+9CZYxxKimSF5WhfJ07rktjwfPoxlzZpA+vTxQ6fTcfnyJUaNGsKWLbtfqgjIbXm+CFmyWQghxEvJq8stOzo6odXa0LdvD7RaLVqtlsmTv5LZgWeQmYPH8noFCNZRyWaG5GldJE/rInnmHRnNHOSaGxJDQ0N5//33qVmzJs2bN2f79u0AREdHM3DgQGrVqkWTJk34/vv/vn+akJDA2LFjqVu3Lg0bNmTp0qXmNpPJxJw5c6hfvz516tRh6tSpGAyGHM9LCCGEyGtyxWUFg8HAwIEDmTBhAi1atCAkJISePXtSo0YNZs6ciYODA0eOHOHy5cv069ePcuXKUb16debNm8fNmzf55ZdfuHv3Ln369KFUqVK0atWK9evXs3//frZt24ZKpcLPz4+VK1fSr18/S6crhBBC5Gq5YubgwYMHREVFYTAYMJlMqFQqbGxs0Gg07N27l8GDB2NnZ4enpydt2rRhy5YtAGzduhU/Pz/y5ctH6dKl6datGz/++KO5rWfPnhQuXBg3Nzf8/PzMbUIIIYRIX64oDlxcXPD19WX48OFUqVKFDz/8kPHjx3Pv3j20Wi0lSpQw7+vu7k5YWBjR0dHcvXsXDw+PVG0AYWFhqdrCw8NTPQxDCCGEEEq54rKC0WhEp9Mxf/58mjZtypEjR/j0009ZunQpOp1Osa9OpyM+Ph69Xg+Avb19qjYAvV6vONbe3h6j0UhCQgJ2dnY8zcXFAa1Wk2p7XpPRDSbWRPK0LpKndZE8875cURzs2bOHs2fPMnr0aACaNGlCkyZNWLhwIY8ePVLsGx8fj4ODg/mNPz4+HicnJ0UbJBcKKY/V6/Votdo0CwOAe/fisjyvnGYNd89mhuRpXSRP6yJ55h25/tsK//zzj/kZ3E9otVqqVKlCYmIiN2/eNG8PDw/Hw8MDZ2dnChUqRHh4uKKtbNmyAJQtWzZVW5kyZbI5EyGEENnt8OED5sWTRPbIFcVBw4YNuXjxIj/88AMmk4njx4/z888/07p1a5o1a8acOXPQ6/WcPXuWHTt24OPjA0Dbtm1ZuHAh9+/f5+rVqwQFBdGuXTtzW2BgILdu3SIyMpKAgABzmxBCiLzLy8uboUNHWjoMq5ZrHoL066+/Mn/+fG7cuEGxYsUYMmQI77zzDvfv32fChAkcPXoUBwcHBg0aRMeOHYHkywjTpk3j559/RqVS0aNHD/r37w8kfz1ywYIF/PDDDyQmJuLj48OYMWPMK4E9La9PD4F1THNlhuRpXV71PPUhN0m4ej9bx7Yt7Yx97WKZ2jc0NISAgMW4uroSHh6GTqejTx8/goM3cv36NZo0acqgQcNYsGAu58+fQ6+Pw2QyMXr051St6smoUYMpU6Yc/v5DOHHiGNOmTSIwcB0FCxZKd8zAwAAOHtyHVmtDgQIFGDt2Iq6urnh716NTp66EhoYQH6/Hz28g3t5N2bVrO/v3/8LMmV8zaNDHVK3qyblzZ7h9+xbVqlVn3LhJqNXpf/aNirrLrFnTiIqKIirqLkWKvMaUKV/h4lKQjh19aNmyDSdPnuD27Vs0a/YO/v5DAFi3bjU7d27FwcGB+vXrsWfPzwQHb3++X0Yukicen9y0aVOaNm2aaruzszPz589P8xidTsfkyZOZPHlyqjaNRsOwYcMYNmxYlscqhBDW7NKlCyxfvoby5Svy6aeDCQpazcKFATx8+JD27VvQpEkzIiPvEBCwCrVazbp1qwkKWsPMmfOYNWsW7dq15403qjFv3iwmTJiaYWFw+/YtNm3awPbtP2Nra8u33wZx4cLvvPlmEwwGA/nz52flyiCuXPmTQYP64elZI1Uff/8dwcKFAcTH6/H17cjp06HUrFk73TH37t1DlSpv0K1bL0wmEyNHDmH37l107doNSL5HbcmSFdy58y8ffPAe7dt35MaN6/z003aWL1+Lk5MTX3/91cuf6Fws1xQHQgjxKrKvXSzTn+pzStGixShfviIAxYsXx9HRCRsbG5ydnXF0dMTJyYmPPx7A1q2b+fvvCE6dOmm+Gbxw4cKMGjWOMWM+5aOP/KhevWaGY7m5FcbDozx9+nSjfv2G1K/fkNq165rbO3ToDICHRznKlPHgzJnQVH00atTYvKri66+X4MGD6AzH7Ny5K2fOnGLjxiAiIm4QFvYXlStXNbc3buxtjs3FxYUHDx5w9Oj/eOutt8mXL/nT9ocffsj//nfkWacyz8oV9xwIIYTIPWxsbBQ/a7XKz5EhIScYOXIokPxG2r59B8UzZMLDwyhYsCAXLpx/5lhqtZpFi5YxbtwEChQowMKFc/n669nmdo3mv7FNJmOqpaSBVN9Ce9bV8iVLFrBixTc4O7vQtu171K1bX3FMyv6SF2gyodFoFPukd4naWkhxIIQQ4rn873+HaNSoMe+915GKFStz6NB+jEYjAGfPniU4+FtWrFhHbGwMmzZ9m2Fff/75B927f0CpUu50796bzp19uXLlD3P77t07ALh8+RLXrl175kxEZhw//hudO3elRYvWuLgU5MSJY+b409OwoRcHDvxKbGwsAMHBwVa9sqNcVhBCCPFchgwZztSpE+jZswtqtZpq1Wqa3ziHDx/O0KEjcXMrzLhxE+nXryfVq9cwX6Z4Wrly5Wna9G369u2Ovb0DdnZ2DB06wtx+7twZtm37EaPRxKRJ08ifP/9Lx9+7d18WL57PqlUr0Gg0eHpWJyLiRobH1KpVBx+f9vTv3xs7Ox2VKlXAzk6X4TF5Wa75toKlWcPd0q/6Xd/WRvK0LpLn8/Pyqs2OHXtxdnbOkv5exqVLFzh37iydOnUBYMeOYI4fP8nkydMtHNmLyxPfVhBCCGGdNmxYy549u9Ns8/XtzrvvtszS8eLiHuLvn/YKvA4ODixZsuK5+yxRoiRBQWvYtm0zKpWKEiVeZ+jQ0S8baq4lMwePWUNFL59MrIvkaV0kT+tiDXnm+scnCyGEECL3kOJACCGEEApSHAghhBBCQYoDIYQQQihIcSCEEEIIBSkOhBBCZGjYsIHcv3/f0mHkSocPH+Drr2dZOowsJ885EEIIkaETJ45ZOoRcy8vLGy8vb0uHkeWkOBBCCAsKCfmNa9fCsnWMUqXKULt2/WfuFxcXx7Rpk4iIuIFaraJChUoYDAYABg/2Y9as+Vy58ifr1q0iMTGRe/eiaNmyDf36DQBg3brV7N69HTs7HdWq1eTQof0EB28nMTGRpUsXcPp0KAaDkfLlKzB06AgcHZ3SjSU0NISAgMW4uroSHh6GTqejTx8/goM3cv36NZo0acrgwZ9iNBpZsGAu58+fQ6+Pw2QyMXr051St6smwYQOpUKEi/v5DOHHiGNOmTSIwcF2GS0gHBgZw8OA+tFobChQowNixE3F1dcXbux6dOnUlNDSE+Hg9I0eOoEaNBuzatZ39+39h5syvGTToY6pW9eTcuTPcvn2LatWqM27cJNTq9Cfpo6LuMmvWNKKiooiKukuRIq8xZcpXuLgUpGNHH1q2bMPJkye4ffsWzZq9g7//EPO53rlzKw4ODopznVXksoIQQggADh7cR1xcHKtXb2D58rUA9OjRB4AFCwIoXLgIGzcGMW7cRAID17Fs2WqCglZz//59jh07yk8/bSc4OJjAwCDi4h6a+w0KWo1GoyUwMIg1a77F1dWNpUsXPTOeS5cu0LPnR2zY8AMuLoUIClrNrFnzWblyPZs3f09k5B0uXPidyMg7BASsIijoe1q0aENQ0BrUajXjx09h9+5dHDq0n+nTJzNhwtQMC4Pbt2+xaVNy7oGB66hTpz4XLvwOgMFgIH/+/KxcGcTkyV8xduxY7t27l6qPv/+OYOHCANau3cjJkyGcPp16iemU9u7dQ5UqbxAQsIpNm7ai0+nYvXuXuV2v17NkyQq++WYlwcGbuHnzb/O5To5Tea6ziswcCCGEBdWuXT9Tn+pzgqdndZYtW8KgQR9Tp07yJ+XXXy9hblepVMyYMY8jRw7x88+7uXYtHJPJRHy8nqNH/8dbb71N/vz5efQohvff78zJkycAOHLkEDExsebLE0lJiTg7uzwznqJFi5kXbCpevDiOjk7Y2Njg7OyMo6MjDx5EU7WqJx9/nJ+tWzfz998RnDp1EgcHBwBcXV0ZNWocY8Z8ykcf+T1zRUc3t8J4eJSnT59u1K/fkPr1G1K7dl1ze4cOnQHw8ChH+fLlOXMm9Rt/o0aNUavVODg48vrrJXjwIDrDMTt37sqZM6fYuDGIiIgbhIX9ReXKVc3tjRt7m2NzcXHhwYMH5nOdL1/yEw5Tnuus8tzFQUREBK+99homkynVmt9CCCHyrmLFirNx44+cOnWSkydPMGyYP0OHjjS36/V6+vT5kDffbIKnZw1at27LoUMHMJlMaDQaUj6NP+VUusFgZMiQT2nQoBGQfPkiISHhmfE8/R6j1aZ+yzpy5DDz58+mS5duNG7sTalSpfm///vvk3d4eBgFCxbkwoXzzxxPrVazaNEyLl26QEjIcRYunEuNGrXNq0RqNP+NbzQaUas1qfqws7NT/PysFQqWLFnAxYvnad26LTVr1iYpKUlxTMr+kpeIzvhcZ5VM9WgymVi8eDHVq1fn3Xff5Z9//mHUqFGMHTuWxMTELA9KCCFEzvvxx2CmTZtE3br18fcfTN26DQgL+wuNRkNSUhIREdd5+PAh/fr54+X1JqdPh5KQkIDRaKRhQy8OHPiVmJjk9QZ27tz6+M0M6tVrwObNm0hMTMRoNDJjxlQCAp59WSEzTpw4RqNGjXnvvY5UrFiZQ4f2YzQaAbhw4XeCg79lxYp1xMbGsGnTtxn29eeff9C9+weUKuVO9+696dzZlytX/jC37969A4DLly8RHh7+zJmIzDh+/Dc6d+5KixatcXEpyIkTx8zxp+fJuY6NjQWU5zqrZGrmYNWqVQQHBzNlyhTGjx8PQKtWrZgwYQJff/01I0eOfEYPQgghcrsWLVpz6tRJunXrhE5nT5Eir9GpU1euXg3H3/8jpk2bTcOGXvj6diRfPieKFy9B6dJliIi4Qb16DfDxac8HH3yAVmuLu3sZ7Ox0APTq9RGLFs2nd+8PMRoNlCtXnkGDhmZJzO3bd2DSpHH07NkFtVpNtWo1zW+cEyeOY+jQkbi5FWbcuIn069eT6tVrmC9VPK1cufI0bfo2fft2x97eATs7O/OsAcC5c2fYtu1HjEYT8+bNI3/+/C8df+/efVm8eD6rVq1Ao9Hg6VmdiIgbGR5Tq1YdfHza079/b+zsdIpznVUytSpjq1atGDlyJG+99RY1atRg27ZtlChRgv379zNx4kT279+fpUFZQl5fXQusY5WwzJA8rYvkaR0uXbrAuXNn8ffvx507MWzcGMSFC+eZPHm6pUPLEl5etdmxYy/Ozs6AZX+fT851p05dAF74XGe0KmOmZg4iIiLw8PBItd3d3Z2oqKjnCkYIIYT1KVGiJEFBa2jTpg0Gg5EiRV5j1KhxGR7zxRdjuH79WpptkydPo2TJ0lke54YNa9mzZ3eabb6+3Xn33ZZZOl5c3EP8/ful2ebg4MCSJSueu88n53rbts2oVKpMnevnlamZg3bt2tGrVy/ee+89xczBsmXL2LlzJ1u3bs3SoCzBGip6a/9k8oTkaV0kT+sieeYdLz1z8MknnzBy5EiuXLmCwWBg27ZtXLt2jZ07dzJz5swsC1QIIYQQlpepbyu8/fbbfP3115w6dQqNRsOaNWuIiIjgm2++oXXr1tkdoxBCCCFyUKafc+Dt7Y23t/U9P1oIIYQQSpkqDr755psM2/v3758lwQghhBDC8jJVHGzatEnxs8Fg4O7du2i1WmrWrCnFgRBCCGFFMlUc/Prrr6m2xcbGMmbMGGrVqpXlQQkhhBCWcvjwAUJCjiseHf2qeeEHMjs5OTF48GBWrlyZlfEIIYQQFuXl5f1KFwbwkqsyPnz40PwcbSGEEHlfaGgI8+fPwd7eHr1eT1JSIuvXB5vb5s2bybp1mwgMDODWrX+4ezeSW7f+wdnZhcmTp2f43fnQ0BACAhbj6upKeHgYOp2OPn38CA7eyPXr12jSpCmDB3+K0WhkwYK5nD9/Dr0+DpPJxOjRn1O1qifDhg2kQoWK+PsP4cSJY0ybNonAwHUZLsUcGBjAwYP70GptKFCgAGPHTsTV1RVv7+SVJ0NDQ4iP1+PnNxBv76bs2rWd/ft/YebMrxk06GOqVvXk3Lkz3L59i2rVqjNu3KQMz2FU1F1mzZpGVFQUUVF3KVLkNaZM+QoXl4J07OhDy5ZtOHnyBLdv36JZs3fw9x8CwLp1q9m5cysODg5Uq1aTQ4f2Exy8/bl/h1nhhW9IjI2NZefOndSrVy/LgxJCiFfFvb9/Ju7+hWwdw8G5Mi7F38n0/uHhf7Fp01Zu3vybefPSf5bNmTOnWLVqPY6OTowePYytWzdTqdKIdPeH5Ef/Ll++hvLlK/Lpp4MJClrNwoUBPHz4kPbtW+Dr24Nbt/4hMvIOAQGrUKvVrFu3mqCgNcycOY/x46fQp8+HvPFGNebNm8WECVMzLAxu377Fpk0b2L79Z2xtbfn22yAuXPidN99sgsFgIH/+/KxcGcSVK38yaFA/PD1rpOrj778jWLgwgPh4Pb6+HTl9OpTmzd9Kd8y9e/dQpcobdOvWC5PJxMiRQ9i9exddu3YDkle3XLJkBXfu/MsHH7xH+/YduXHjOj/9tJ3ly9fi5OTEV19NyfA8ZrcXuiERkpfSrFevHsOGDcvyoIQQQlhO4cJFeO21oty8+XeG+9WoUQtHRycAypevyIMH0c/su2jRYuaFj4oXL46joxM2NjY4Ozvj6OjIgwfRVK3qyccf52fr1s38/XcEp06dxMHBAQBXV1dGjRrHmDGf8tFHfs9cGdHNrTAeHuXp06cb9es3pH79htSuXdfc3qFDZwA8PMpRpowHZ86EpuqjUaPGqNVqHBwcef31Es/Ms3Pnrpw5c4qNG4OIiLhBWNhfVK5c1dzeuLG3OTYXFxcePHjA0aP/46233iZfvuSZl/ff78zJkyeedTqzzQvfkCiEEOLluRR/57k+1ecEe3t7AFQqFSkfsJ+UlKTYz87OTvFzJp7Gj42NjeJnrTb129CRI4eZP382Xbp0o3Fjb0qVKs3//d8uc3t4eBgFCxbkwoXzzxxPrVazaNEyLl26QEjIcRYunEuNGrXNqy1qNP+NbzIZUas1qfp43jyXLFnAxYvnad26LTVr1iYpKUlxTMr+kpdaNqHRaBT7qNUvfEtglkh39Nu3b2f6PyGEENbH2dmF27dvce9eFCaTiYMH9+fIuCdOHKNRo8a8915HKlaszKFD+zEajQBcuPA7wcHfsmLFOmJjY9i06dsM+/rzzz/o3v0DSpVyp3v33nTu7MuVK3+Y23fv3gHA5cuXuHbt2jNnIjLj+PHf6Ny5Ky1atMbFpSAnThwzx5+ehg29zEtNA+zcufVx4WAZ6c4ceHt7PzMwk8mESqXi4sWLWR6YEEIIy3J3L0O7du/z0UfdKVTIlUaNGufIuO3bd2DSpHH07NkFtVpNtWo1zW+cEyeOY+jQkbi5FWbcuIn069eT6tVrmC9VPK1cufI0bfo2fft2x97eATs7O/OsAcC5c2fYtu1HjEYTkyZNI3/+/C8df+/efVm8eD6rVq1Ao9Hg6VmdiIgbGR5Tq1YdfHza079/b+zsdLi7l8HOTvfSsbyodFdlPH78eKY7qVu37rN3yuXy+upaYB2rhGWG5GldJE/rkpfy9PKqzY4de3F2dn7uY7M6z0uXLnDu3Fk6deoCwMaNQVy4cJ7Jk6dn2RhPe6FVGTP7hv/o0aPnjygNt27dYsKECZw4cQInJyf69u1Ljx49iI6OZuzYsfz222/ky5ePgQMH0qlTJwASEhKYOHEie/fuRavV0r17dwYMGAAkz2rMnTuX77//HoPBQLt27RgzZgwaTerrSUIIIbLG0KFD+fPPv9Jsmzx5GiVLls7yMTdsWMuePbvTbPP17c6777bM0vHi4h7Srl03kpJSXypwcHBgyZIVz91niRIlCQpaw7Ztm1GpVBQp8hqjRo3LinBfSKZuSLx37x7ffPMNf/zxBwaDAUh+801MTOTKlSuEhIS8VBAmkwl/f3/q1avHokWLuHr1Kh9++CFVq1Zl9erVODg4cOTIES5fvky/fv0oV64c1atXZ968edy8eZNffvmFu3fv0qdPH0qVKkWrVq1Yv349+/fvZ9u2bahUKvz8/Fi5ciX9+vV7qViFEEKk7+uvv87xmQNf3x74+vZ47uMOH36x9y4HB0e2bt2apXk6OjoxdeqMLOvvZWXqdsgJEyawY8cOihQpQkhICMWKFSMxMZHTp09nyboKZ86c4d9//2XEiBHY2NhQrlw5Nm7cSJEiRdi7dy+DBw/Gzs4OT09P2rRpw5YtWwDYunUrfn5+5MuXj9KlS9OtWzd+/PFHc1vPnj0pXLgwbm5u+Pn5mduEEEIIkb5MFQdHjx7lq6++4quvvqJs2bL07NmTjRs34uvrmyU3I54/f55y5coxa9YsGjVqRPPmzTlz5gzR0dFotVpKlChh3tfd3Z2wsDCio6O5e/cuHh4eqdoAwsLCUrWFh4dn6qs2QgghxKssU5cV9Hq9+Y3W3d2dCxcuUKlSJbp27cpHH3300kFER0dz7Ngx6tevz759+/j999/p27cvy5YtQ6dT3q2p0+mIj49Hr9cD/30fN2Xbk5hTHmtvb4/RaCQhISHVd1YBXFwc0Grz/v0IGd1gYk0kT+sieVoXyTPvy1RxULx4ccLCwihatCju7u7m2QKNRsODBw9eOghbW1sKFCiAn58fADVr1qR58+YsWLAg1Q2P8fHxODg4mN/44+PjcXJyUrRBcqGQ8li9Xo9Wq02zMAC4dy/upfOwtLx0l/DLkDyti+RpXSTPvCOj4iZTlxXatWvHyJEjOXjwIG+99RY//PADq1evZtq0aVSoUOGlA3R3d8dgMJhvdgQwGAxUrlyZxMREbt68ad4eHh6Oh4cHzs7OFCpUiPDwcEVb2bJlAShbtmyqtjJlyrx0rEIIIYS1y1Rx0KpVK/r27YvRaKR69er069ePBQsW8M8///DFF1+8dBCNGjVCp9OxaNEikpKSCA0N5eeff6ZFixY0a9aMOXPmoNfrOXv2LDt27MDHxweAtm3bsnDhQu7fv8/Vq1cJCgqiXbt25rbAwEBu3bpFZGQkAQEB5jYhhBBCpC/dhyClVLFiRWrUqMF7771Hq1atzNP4WenatWtMnjyZc+fO4eTkxMCBA+nQoQP3799nwoQJHD16FAcHBwYNGkTHjh2B5MsI06ZN4+eff0alUtGjRw/ztycMBgMLFizghx9+IDExER8fnwyfc5DXp4fAOqa5MkPytC6Sp3WRPPOOjC4rZKo4ePKJfdeuXcTExNC0aVPat29P48aNLb44RFbJ679ksI6/rJkheVoXyTN38fKqTZkyZVMtQDR9+myKFi32zOPzSp4vyxryfKEnJKbk6emJp6cnn332GUeOHGHnzp2MGDECOzs7fHx8GD16dJYFK4QQr5Kf7tzh3OPFdrLLG05OtHRzy/T+CxYEvNAjhYX1yFRx8IRarcbLy4uSJUtSokQJAgMD+fbbb6U4EEKIV9zw4YOIiopCq1UTExPLzZt/s2HDD7z2WlGWLl3A6dOhGAxGypevwNChI3B0dOLOnX+ZO3cmt2/fwmBIolmzd+nRow///HOTwYMHUKtWbX7//RxJSUkMGjSErVs3c+3aVSpWrMzEiV+iVqtZu3Ylhw7tJyEhAb1ez8CBQ/H2fovAwABu3fqHu3cjuXXrH5ydXZg8eTqurpkvkl5lmS4O/v33X3bt2sXOnTv5/fffqVGjBqNHj6Zly6x9ZrUQQrxKWrq5Pden+pwweLCf4rJC0aLFmD59dobHzJ27CIACBezo3r0nPj7tKVGiJKtWLUej0RIYGIRKpSIgYDFLly5ixIjPmDLlCzp39sXL600ePXrEyJFDKF68BJUrV+Gff/7Gy2s4n302ntmzpzN//hxWr96AVmtD587tOH/+HG5uhQkJOc6iRcuws9Oxd+//ERj4Dd7ebwFw5swpVq1aj6OjE6NHD2Pr1s189JFf9p04K5Kp4qB79+6EhoZSpEgR2rVrx+zZsylVqlR2xyaEEMICXvSygtFoZMSIEZQqVZpu3XoBcOTIIWJiYjlx4hgASUmJODu7oNfrOX06lAcPHrBixTcA6PVxXLnyB5UrV0Gr1dKo0ZsAFCv2OlWreuLomHwzvKurGw8ePOCNN6oxbtxE9uzZTUTEDc6fP2d+QB5AjRq1zMeUL1+RBw+iX/SUvHIyVRy8/vrrDBo0iHr16mV3PEIIIfKo+fNno9frGTt2snmbwWBkyJBPadCgEQBxcXEkJCRgNBowmUx8881K80Pt7t+/j62tLdHR97GxsUGlUpn70WpTv11dvnyJMWM+pXPnrtStW5/q1WsyZ85X5vanH3onj8/PvEx91WD69OlSGAghhEjXunWr+f33c3z99deKr4zXq9eAzZs3kZiYiNFoZMaMqQQELMLR0YkqVd5g48YgAGJiYhgwoA+HDx/I9JhnzoRSoUIlunTpRvXqNTl0aD9GY+pllMXze64bEoUQQli/p+85APDz86dBA68094+MvENAwKLHlxO6kZCQBEDfvn706vURixbNp3fvDzEaDZQrV55Bg4YCMGHCVObNm0mPHh+QmJjI22835913W/LPPzfTHOdpb7/dnP37f6Vbt05otTbUqlWHBw+iiYt7+OLJCyCTzzl4FeT176uCdXzvNjMkT+sieVoXyTPveOnnHAghhHi1Xb9+lS++GJtmW8mSpZg8eXoORySykxQHQgghnqlkydKsXr3B0mGIHGIdzz4WQgghRJaR4kAIIYQQClIcCCGEEEJBigMhhBBCKEhxIIQQwuzSpQt8/vkoLl48z6xZ07K07+3bt7B58/cAbNkSzLp1q7O0f5F15NsKQgghzCpWrMzUqTPZtWs7d+78m6V9nz17Gnf3sgC0b98xS/sWWUuKAyGEEGahoSF89dUUkpKSePgwlmnTJjF27AQOHz7ImjWBJCUlotPpGDhwKFWrehIYGMD58+e4ezeSsmXLMWHC54wZM5aoqCiiou5SpMhrTJnyFWfPnuHw4YOcOHEMOzs77t+/R3T0fYYPH01Y2F/Mmzfz8cJIKrp0+ZCWLdsQGhrC8uVLKFasOGFhf5GYmMjw4aOpWbO2pU+T1ZPiQAghLGjTr1c4cSlrP6E/rU7FwnRu6pHp/e3s7OjVqy/79//C2LETuHHjOsuWLWbhwgAKFHAmLOwvhg3zZ+PGLQDcuvUPa9d+h1arZefOzVSp8gbduvXCZDIxcuQQdu/eRdeu3Th8+ADu7mXp0KEzgYEBACQlJfHZZ8MZOHAI3t5NiYy8Q79+PSlRoiQAFy6cZ/jw0ZQrV4Fvvw1i5cplUhzkACkOhBBCZOjEiWPcvRvJkCH+5m0qlZqIiBsAVKnyhnnVxJ49e7J370E2bgwiIuIGYWF/Ubly1XT7vnHjOgkJCXh7NwWSl2P29m7KsWNHqVGjFkWKvEa5chUAqFChIj/9tD270hQpSHEghBAW1Lmpx3N9qrcEo9FArVp1FY9Ivn37Fq6ubhw8uA97e3vz9lmzZnHy5Clat25LzZq1SUpKynCpZJMp9SqKJpORpKTkxZtk2WXLkG8rCCGESEWj0ZjfoGvWrMPx479x7dpVAI4ePUzPnl1JSEhIddzhw4fp3LkrLVq0xsWlICdOHDMvo6zRaDAYkhT7lyxZGhsbGw4c+BVIXuFx//5fqVOnXjZmJ55FZg6EEEKkUrWqJ8uWLWHMmBFMnz6bUaPGMWHCWEwmExqNhhkz5ipmDJ4YOHAgM2bMZNWqFWg0Gjw9q5svP9Sv35B582Yq9tdqtUybNpv582ezcuUyDAYDvXv3pWbN2oSGhuRIriI1WbL5sby+9CZYxxKimSF5WhfJ07pInnlHRks2y2UFIYQQQihIcSCEEEIIBSkOhBBCCKEgxYEQQgghFKQ4EEIIIYSCFAdCCCGEUJDiQAghhBAKUhwIIYQQQkGKAyGEEBkaNmwg9+/fz9ExL126wOefjwLg4sXzzJo1LUv73759C5s3fw/Ali3BrFu3Okv7z+vk8clCCCEydOLEsRwfs2LFykydmvyo5fDwMO7cydplrc+ePY27e1kA2rfvmKV9WwMpDoQQwoLif9tIUtiJbB1DW6YOuvpdnrlfXFwc06ZNIiLiBmq1igoVKmEwGAAYPNiPWbPmc+XKn6xbt4rExETu3YuiZcs29Os3AIB161aze/d27Ox0VKtWk0OH9hMcvJ3ExESWLl3A6dOhGAxGypevwNChI3B0dEo3ltDQEObNm8ns2QtYseIbHj6MZdq0SYwdO4HDhw+yZk0gSUmJ6HQ6Bg4cStWqngQGBnD+/Dnu3o2kbNlyDBo0lFmzphEVFUVU1F2KFHmNKVO+4uzZMxw+fJATJ45hZ2fH/fv3iI6+z/DhowkL+4t582by4EE0oKJLlw9p2bINoaEhLF++hGLFihMW9hdGo4EhQ0ZSs2btLPgN5T5SHAghhADg4MF9xMXFsXr1BgwGA7NnT6dHjz7s2rWdBQsCKFCgAFOnTmDcuImUKFGSyMg7dOjQhk6dunL58kV++mk7P/wQTHw8fPXVFHO/QUGr0Wi0BAYGoVKpCAhYzNKlixgx4rNnxlSkyGv07duf/ft/YezYCdy4cZ1lyxazcGEABQo4Exb2F8OG+bNx4xYAbt36h7Vrv0Or1bJp07dUqfIG3br1wmQyMXLkEHbv3kXXrt04fPgA7u5l6dChM4GBAQAkJSXx2WfDGThwCN7eTYmMvEO/fj0pUaIkABcunGf48NGUK1eB7du/Z+XKZVIcCCGEyHq6+l0gE5/qc4KnZ3WWLVvCoEEfU6dOPTp16srrr5cwt6tUKmbMmMeRI4f4+efdXLsWjslkIj5ez9Gj/+Ott94mf/78PHoUw/vvd+bkyeQZkSNHDhETE2u+PJGUlIizs8sLxXjixDHu3o1kyBD/FHGpzSs/VqnyBlpt8ltb585dOXPmFBs3BhERcYOwsL+oXLlqun3fuHGdhIQEvL2bAuDq6oa3d1OOHTtKjRq1KFLkNcqVqwBA5cqV+f774BfKIS+Q4kAIIQQAxYoVZ+PGHzl16iQnT55g2DB/hg4daW7X6/X06fMhb77ZBE/PGrRu3ZZDhw6Yl3FOucivWv3f/e4Gg5EhQz6lQYNGQPLli4SEhBeK0Wg0UKtWXSZPnm7edvv2LVxd3Th4cJ9iGeklSxZw8eJ5WrduS82atUlKSiKjhYhNJmOa25KSkgCws7Mzb1epVBn2ldflum8rREZG0qBBA/bt2wdAREQEPXv2pEaNGjRv3ty8HSA6OpqBAwdSq1YtmjRpwvfff29uS0hIYOzYsdStW5eGDRuydOnSHM9FCCHykh9/DGbatEnUrVsff//B1K3bgLCwv9BoNCQlJRERcZ2HDx/Sr58/Xl5vcvp0KAkJCRiNRho29OLAgV+JiUlexnjnzq2oVCoA6tVrwObNm0hMTMRoNDJjxlQCAhZlOq4n4wPUrFmH48d/49q1qwAcPXqYnj27pllsHD/+G507d6VFi9a4uBTkxIljGI1Gc58GQ5Ji/5IlS2NjY8OBA78CEBl5h/37f6VOnXrPdyKtQK6bORg3bpziKzNDhgyhYcOGrFixgiNHjjBs2DB27NhBsWLFGD9+PA4ODhw5coTLly/Tr18/ypUrR/Xq1Zk3bx43b97kl19+4e7du/Tp04dSpUrRqlUryyUnhBC5WIsWrTl16iTdunVCp7OnSJHX6NSpK1evhuPv/xHTps2mYUMvfH07ki+fE8WLl6B06TJERNygXr0G+Pi054MPPkCrtcXdvQx2djoAevX6iEWL5tO794cYjQbKlSvPoEFDMx1X1aqeLFu2hDFjRjB9+mxGjRrHhAljzTMWM2bMVcwYPNG7d18WL57PqlUr0Gg0eHpWN19+qF+/IfPmzVTsr9VqmTZtNvPnz2blymUYDAZ69+5LzZq1CQ0NefETmwepTLloXuTbb7/l2LFjnD17lvHjx1OyZEnat2/PiRMn0OmS/5L179+fWrVq4evrS506dfi///s/SpRIviY2ZcoUDAYDEydOpGHDhsyZM4cGDRoAsHLlSo4ePcry5cvTHPvOnZicSTIbubnls4o8nkXytC6Sp3W4dOkC586dxd+/H3fuxLBxYxAXLpxXTP9bE2v4fbq55Uu3LdfMHISHh7Nq1So2bdrE+++/D0BYWBjFixc3FwYA7u7uhIWFce3aNbRarbkweNK2Z88eoqOjuXv3Lh4eHoq29evXpzu+i4sDWq0mGzLLWRn9sq2J5GldJM+8z96+Ct9/v542bdqgUqkoWrQoU6ZMyTDnoUOHEh4enmbbvHnzKFOmTHaFmyWs+feZK4qDpKQkRo0axbhx43B2djZvj4uLSzVVpNPpiI+PJy4uTlE0pGzT6/UAimOftKXn3r24LMjEsqyhks0MydO6SJ7WY/z4L1PlmVHO48ZNSbftWcdamjX8PjMqbnLFDYlLliyhUqVKeHt7K7bb29unekOPj4/HwcEBe3t7Hj16lGbbk6Ih5bFP2oQQQgiRsVxRHOzatYudO3dSu3Ztateuzc2bNxk+fDjh4eH8/fffirtQw8PD8fDwoFSpUiQmJnLz5s1Ubc7OzhQqVEgxXRUeHk7ZsmVzNC8hhBAiL8oVxcHu3bs5efIkISEhhISEUKxYMebOnYufnx8eHh58/fXXJCQkcODAAY4dO0aLFi1wcnKiWbNmzJkzB71ez9mzZ9mxYwc+Pj4AtG3bloULF3L//n2uXr1KUFAQ7dq1s3CmQgghRO6XK4qDjCxcuJDLly/ToEEDpk2bxty5cylatCiQ/O2EpKQkvL29GTx4MCNHjqRatWpA8o0upUuXpmXLlvj6+tK5c2datmxpyVSEEEKIPCFXfZXRkvL6jSVgHTfIZIbkaV0kT+sieeYduf6GRCGEELnXsGEDFQ+nE9ZPigMhhBAZerJgknh15IrnHAghxKtq85UdnPr3XLaOUaPwG7zv0eaZ+8XFxTFt2iQiIm6gVquoUKESBoMBgMGD/Zg1az5XrvzJunWrSExM5N69KFq2bEO/fgMAWLduNbt3b8fOTke1ajU5dGg/wcHbSUxMZOnSBZw+HYrBYKR8+QoMHToCR0enbMxavAyZORBCCAHAwYP7iIuLY/XqDSxfvhaAHj36ALBgQQCFCxdh48Ygxo2bSGDgOpYtW01Q0Gru37/PsWNH+emn7QQHBxMYGERc3ENzv0FBq9FotAQGBrFmzbe4urqxdGnmF14SOU9mDoQQwoLe92iTqU/1OcHTszrLli1h0KCPqVOnHp06deX11/97RL1KpWLGjHkcOXKIn3/ezbVr4ZhMJuLj9Rw9+j/eeutt8ufPz6NHMbz/fmdOnjwBwJEjh4iJiTVfnkhKSsTZ2cUiOYrMkeJACCEEAMWKFWfjxh85deokJ0+eYNgwf4YOHWlu1+v19OnzIW++2QRPzxq0bt2WQ4cOmFdHTPnlN7X6v4lpg8HIkCGf0qBBIyD58kVaSyyL3EMuKwghhADgxx+DmTZtEnXr1sfffzB16zYgLOwvNBoNSUlJRERc5+HDh/Tr54+X15ucPh1KQkICRqORhg29OHDgV2Jikr/et3PnVlQqFQD16jVg8+ZNJCYmYjQamTFjKgEBclkhN5OZAyGEEAC0aNGaU6dO0q1bJ3Q6e4oUeY1Onbpy9Wo4/v4fMW3abBo29MLXtyP58jlRvHgJSpcuQ0TEDerVa4CPT3s++OADtFpb3N3LYGeXvM5Nr14fsWjRfHr3/hCj0UC5cuUZNGioZZMVGZKHID2W1x9mAdbxUI7MkDyti+RpHS5dusC5c2fx9+/HnTsxbNwYxIUL55k8ebqlQ8sW1vD7zOghSDJzIIQQ4qWVKFGSoKA1tGnTBoPBSJEirzFq1DhLhyVekBQHQgghXpqjoxNTp86wik/UQm5IFEIIIcRTpDgQQgghhIIUB0IIIYRQkOJACCGEEApSHAghhBBCQYoDIYQQQihIcSCEEEIIBXnOgRBCCLPQ0BACAhbj6upKeHgYOp2OPn38CA7eyPXr12jSpCnlylVg5crlrFnzLSqVir59u9OtWy9atswdq0uKlyfFgRBCWNCd7zcSE3IiW8fIV7sObp26ZHr/S5cusHz5GsqXr8innw4mKGg1CxcG8PDhQ9q3b0Fw8HaOH/+NJUsWkJiYgKdnDSkMrIwUB0IIIRSKFi1G+fIVAShevDiOjk7Y2Njg7OyMo6MjDx5EM3LkGHr29MXOzo7AwHUWjlhkNSkOhBDCgtw6dXmuT/U5wcbGRvGzVpv6rSIqKoqEhEckJiYQGXmH4sVfz6nwRA6QGxKFEEI8F5MJJk4cR9++/endux8TJ44jKSnJ0mGJLCTFgRBCiOeyYsU3FCxYCB+f9rRr9z4FChRg2bLFlg5LZCGVyWQyWTqI3MAaVhF7VVZDkzyti+RpXSTPvMPNLV+6bTJzIIQQQggFKQ6EEEIIoSDFgRBCCCEUpDgQQgghhIIUB0IIIYRQkOJACCGEEApSHAghhBBCQYoDIYQQQihIcSCEEEIIBSkOhBBCCKEgqzIKIYQFHfn1L8Iu3cnWMcpUdKNh07KZ2jc0NISAgMW4uroSHh6GTqejTx8/goM3cv36NZo0aYper8fZ2QU/v4EA7NnzE/v2/cL06bOzMw2Rg3LNzEFISAidOnWiVq1avP3222zcuBGA6OhoBg4cSK1atWjSpAnff/+9+ZiEhATGjh1L3bp1adiwIUuXLjW3mUwm5syZQ/369alTpw5Tp07FYDDkeF5CCJHXXLp0gZ49P2LDhh9wcSlEUNBqZs2az8qV69m8+XtatfJh167t5pUYt27dTPv2HSwctchKuWLmIDo6Gn9/f8aPH0/r1q25ePEivXv3pmTJkmzcuBEHBweOHDnC5cuX6devH+XKlaN69erMmzePmzdv8ssvv3D37l369OlDqVKlaNWqFevXr2f//v1s27YNlUqFn58fK1eupF+/fpZOVwghzBo2LZvpT/U5pWjRYpQvXxGA4sWL4+johI2NDc7Ozjg6OuLo6EixYsU4evQwJUqUIjLyDnXr1rdw1CIr5YqZg5s3b+Lt7Y2Pjw9qtZoqVapQr149QkND2bt3L4MHD8bOzg5PT0/atGnDli1bANi6dSt+fn7ky5eP0qVL061bN3788UdzW8+ePSlcuDBubm74+fmZ24QQQqTPxsZG8bNWm/pz5HvvdWbnzm3s3LmNtm3fQ6VS5VR4IgfkiuKgUqVKzJo1y/xzdHQ0ISEhQPJfyhIlSpjb3N3dCQsLIzo6mrt37+Lh4ZGqDSAsLCxVW3h4OLJCtRBCvLy33mrGH39cZv/+X2ndup2lwxFZLFdcVkgpJiaG/v37m2cP1q5dq2jX6XTEx8ej1+sBsLe3T9UGoNfr0el05jZ7e3uMRiMJCQnY2dmlGtfFxQGtVpMdKeWojNbntiaSp3WRPHMPZ+fk18Insdrb2+LoaGf+WaVS4eLiSLFiBWnVqiWRkZGUK1dC0UdeyDMrWHOeuao4uHHjBv3796dEiRJ8/fXX/PXXXzx69EixT3x8PA4ODuY3/vj4eJycnBRtkFwopDxWr9ej1WrTLAwA7t2Ly46UcpSbWz7u3ImxdBjZTvK0LpJn7lKmTGVWrfrWHOuAAcMAzD/v2LEXgOvX/+XIkd/49NPPFHnllTxfljXkmVFxkysuKwCcP3+ezp074+XlxZIlS9DpdJQqVYrExERu3rxp3i88PBwPDw+cnZ0pVKgQ4eHhirayZZNv7ClbtmyqtjJlyuRcQkIIYaWOHTvK+++3pmbN2lSpUtXS4YhskCuKg8jISPr27Uvv3r0ZM2YManVyWE5OTjRr1ow5c+ag1+s5e/YsO3bswMfHB4C2bduycOFC7t+/z9WrVwkKCqJdu3bmtsDAQG7dukVkZCQBAQHmNiGEEC+uXr0G/PTTrwwaNNTSoYhskisuKwQHBxMVFcXSpUsVzyro0aMHU6ZMYcKECXh7e+Pg4MDIkSOpVq0aAEOHDmXatGm0bNkSlUpFjx49aNmyJQC+vr5ERkbSsWNHEhMT8fHxoXfv3hbJTwghhMhLVCa5fR8gz187Auu4BpYZkqd1kTyti+SZd+SJew6EEEIIkTtIcSCEEEIIBSkOhBBCCKEgxYEQQgghFKQ4EEIIIYRCrvgqoxBCiNwhNDSEgIDFuLq6Eh4ehk6no08fP4KDN3L9+jWaNGlK8eIl2L59i/mYq1fD+PDDnvTrN8BygYssJcWBEEJY0OkDW7jx5+lsHaNEuepU926f6f0vXbrA8uVrKF++Ip9+OpigoNUsXBjAw4cPad++BcHB2+nQoTMAP/4YzM6d2+jWrVf2BC8sQooDIYQQCkWLFqN8+YoAFC9eHEdHJ2xsbHB2dsbR0ZEHD6JxdXXjwIF9fPvtOpYuDVQsgifyPikOhBDCgqp7t3+uT/U5wcbGRvGzVpv6reLs2dPMnTuDr79eQqFCrjkVmsghckOiEEKI52I0mhg//jMmTJiKu7ssaGeNZOZACCHEc1m4cC5JSYksXjwfg8EAQMWKlfjss/EWjkxkFVlb4bG8/oxssI5nfWeG5GldJE/rInnmHbK2ghBCCCEyTYoDIYQQQihIcSCEEEIIBSkOhBBCCKEgxYEQQgghFKQ4EEIIIYSCFAdCCCGEUJDiQAghhBAKUhwIIYQwCw0NoXv3zi907KpVy9m7d2+m9jt0aD8AK1Z8w08/7Xih8bLCxYvnmTVrmsXGz63k8clCCCGyxMmTJ/D0rJyp/UqXdgegb9/+2R1WhsLDw7hz51+LxpAbSXEghBAWpA+5ScLV+9k6hm1pZ+xrF3uuY65fv8bcuTPQ6/VERt6hXLnyTJo0HTs7OwIDAzh4cB9arQ0FChRg7NiJHDjwK5cvX2TmzJn4+w/F2/utNPv94YdNXL58kSVLFqBWazh8+ADu7mXx9e1O06YN6dzZlyNHDvHw4UP8/Yewb99ewsKu4OrqxowZ87C3t+fq1XDmz59NdHQ0RqORjh0/oE2bdhnmc+bMaRYtmovBYESlUtG9ey8qVarCihXf8PBhLNOmTWLs2AkcPnyQNWsCSUpKRKfTMXDgUKpW9SQwMIDw8DCiou4SFRVF1aqVGTbsMxwdnZ7rvOYVUhwIIYRIZfv2LbRs2YbmzVuRlJTERx914+jRw1SqVIVNmzawffvP2Nra8u23QVy48DsdOnRm37699O7dk1q1GqXb75P9OnTojLf3Wxw+fMDclpCQQKFCrqxd+x1BQauZMWMq69d/T6FCrvTt24NDhw7QtOnbfP75aMaPn0yFChWJjY2lf//elC5dhqpV30h33JUrA/jggw95++3mXLnyJ1u3bqZJk2b07duf/ft/YezYCdy4cZ1lyxazcGEABQo4Exb2F8OG+bNx4xYALlz4nRUr1uLs7MLMmZNZtWoFgwYNzapTnqtIcSCEEBZkX7vYc3+qzwkDBnzCiRPHWL9+DTduXCcy8g56vR43t8J4eJSnT59u1K/fkPr1G1K7dt0sG7dJk6YAFC/+OmXLlsXNrTAAxYoVIyYmmhs3rnPzZgTTp082H/Po0SP+/PNyhsXBW2+9zdy5M/nf/w5Ru3Zd/PwGptrnxIlj3L0byZAh/uZtKpWaiIgbj/toRsGChQDo2LEjkydPAYa+bMq5khQHQgghUpk4cRwGQxJNm75DgwZe3L59C5PJhFqtZtGiZVy6dIGQkOMsXDiXGjVqM3ToiCwZ18bG1vxnjSb1W5TRaMTJKR+rV28wb4uKuvvM6f327Tvg5fUmx4//xrFjR1i5chlr1mx8qm8DtWrVZfLk6eZtt2/fwtXVjYMH96HRaBRxqNUarJV8W0EIIUQqx48fpVevfjRr9i4qlYoLF37HaDTw559/0L37B5Qq5U737r3p3NmXK1f+AJLfzJOSkp7Zd2b3S0vJkqWwtbXl//5vF5D85t2jxwdcvnwxw+P69+/DH39cplUrH0aNGkdsbAwxMQ/QaDTmWGrWrMPx479x7dpVAI4ePUzPnl1JSEgA4NChA8TGxmI0Gtm0aRONGjV+oRzyApk5EEIIkcrHHw9k7NiR5M+fH51OR/XqNYmIiKBNm/Y0bfo2fft2x97eATs7O/OsQaNGjZkxYwb9+sXQsmWbdPtu1KgxixfPf6ECwcbGhunT5zB//mw2bFhLUlISffv2x9OzeobHDRgwmPnzZ7N8+RJUKjW9e/ejaNFiGI1Gli1bwpgxI5g+fTajRo1jwoSxmEwmNBoNM2bMxd7eHoCCBQsxcuRg7t+/T/369ejRo/dzx59XqEwmk8nSQeQGd+7EWDqEl+bmls8q8ngWydO6SJ7WxVrzDAwMIDr6PsOHjwasI083t3zptsnMgRBCiCy1YcNa9uzZnWabr2933n23ZZaPef36Vb74YmyabSVLllLcRyCeTWYOHsvrFSBYRyWbGZKndZE8rYvkmXdkNHMgNyQKIYQQQkGKAyGEEEIoSHEghBBCCAUpDoQQQgihIMWBEEIIIRTkq4xCCCFEDkr+kqAJUv7f/GfAZHyyp7nNhAmVjT2qNB4pnR2suji4cOECX3zxBVeuXKFUqVJMmjSJ6tWrWzosIcRLMJmeelFN90XW9OQATGm1PfkzJL8Ym0jVlvpFnP9euNMZ20TKff7bNy5WR9L9uHSO478Y08wnnXFT5vb0Pumeo3TenDIxnvK4p/J8fP7u6LTExyUo+k3e3Zip85eyX1M6OacaO0XOqc9jyviexPDkd//0eUyn3zT+/jxUqzAaDKnyT+/3ax77yd+5F6ByKoRjl1mo1Nk/6W+1xcGjR4/o378//fv3p1OnTmzdupUBAwawd+9eHB0dLR2eRfz3DxsUf1Gf8cKQ5gvrU/uk9Q/ClN4/jPReyJ+8sGb0Qm4yEffAPvlFNsU/9Kx9YU37jSJLX+jSfHFOObaRO3Y26PWPX2Qz+nTxXC/i6Zx7RXzP90JnSq/PTJ77h6rkRWwyPjcp+suj9JYOIIckWmxkFahUj/9Pij+n8X+VKvkI1eM32VRtKf5s3kf9uOvk7RqtBgwm5ZioH4+dul/VU2Mr+n2yryLWlPEl/19dqESOFAZgxcXBb7/9hlqtxtfXF0heXnPNmjUcOHCAVq1aZevYhn/DeHD4W5ISk3jydqd808T8Ims0t5H6zerJNnOVi/nN0Kh4oU7+8w3Vk9f1lNVxcrvyWVcqc1dPM2Wi7ZnbTBm0PRXDs7el7iszsRkVO6XOKa08U4+Z8ThG858e95U6XUxpbDSmbH8qbuWYz45b2X36vztjynHS+v2oVP9tU6ke76JBcdjjFy7zcSle6EyoFf2AKkVsj4958sJqbnv8AqhWY/jvsMfjq57qT21uNynOd4oDVarkv3uqlNuepPs4p6fbTClzUJ4LUsRgUvycor9U/ZLiPD7pP3k/rVZNUpLx8f7K2M39q0zm7anPQcrfmemp48zBp8gj5fj/jWce35Ty/CjjMT7Zqnq8g0qV/A9bpSL1v5mUuauwtdXwKDHJ3L8y7pTHmQN5HLcpxbb0+k/r31mKmFK+dCr+paVdW6b1DEDTU/9P/sGYapvWRkNSgkF5Pp7qL1VcphRFeEb7ASaVKdW2EtrC9Eh1dPaw2uIgPDycsmXLKra5u7sTFhaW7WOf2XKW17RNsqy/NN5z0DxpUD21n9xiKvKClK+hL7Y4n8jVcsNbS04sp2yTA2P8559bfxLfsAI6nUO2j5UbfoPZIi4uzryS1hM6nY74+Pg093dxcUCrzZq/TEaNmrTf0rNX3p50FUIIkREVaooWLYRWm/1v3VZbHNjb26cqBOLj43FwSLviuncvLsvGrv1R2yzr63lYw7O+M0PytC6Sp3WRPLNPMeDevay7e+WVXFuhTJkyhIeHK7aFh4fj4eFhoYiEEEKIvMFqi4MGDRqQkJDAunXrSExMJDg4mMjISLy8vCwdmhBCCJGrWW1xYGtry/Lly9m5cyd169YlKCiIpUuXpntZQQghhBDJrPaeA4CKFSuyceNGS4chhBBC5ClWO3MghBBCiBcjxYEQQgghFKQ4EEIIIYSCFAdCCCGEUJDiQAghhBAKUhwIIYQQQkGKAyGEEEIoSHEghBBCCAUpDoQQQgihoDKZTLLSrxBCCCHMZOZACCGEEApSHAghhBBCQYoDIYQQQihIcSCEEEIIBSkOrEBISAidOnWiVq1avP3221a/THVkZCQNGjRg3759lg4lW9y6dQs/Pz9q1qzJm2++ydq1ay0dUrYIDQ3l/fffp2bNmjRv3pzt27dbOqQsd/bsWby8vMw/R0dHM3DgQGrVqkWTJk34/vvvLRhd1ng6x1u3buHv70+9evVo1KgRU6ZMISEhwYIRZo2n83zCaDTSvXt3ZsyYYYGoso8UB3lcdHQ0/v7+9OjRgxMnTjB//nzmzp3LkSNHLB1athk3bhz379+3dBjZwmQy4e/vT5kyZTh27BiBgYEsWrSI0NBQS4eWpQwGAwMHDuTjjz8mNDSUL7/8ks8++4yIiAhLh5YlTCYTwcHB9OnTh8TERPP28ePH4+DgwJEjR1iwYAGzZ8/m9OnTlgv0JaSX48iRI3nttdc4ePAgW7Zs4dy5cyxevNiCkb6c9PJ8YuXKlYSEhFggsuwlxUEed/PmTby9vfHx8UGtVlOlShXq1atndW8mT3z77bfY29tTtGhRS4eSLc6cOcO///7LiBEjsLGxoVy5cmzcuBF3d3dLh5alHjx4QFRUFAaDAZPJhEqlwsbGBo1GY+nQssQ333zD2rVr6d+/v3nbw4cP2bt3L4MHD8bOzg5PT0/atGnDli1bLBfoS0grx4SEBOzt7RkwYAB2dna4ubnh4+PDqVOnLBjpy0krzycuXbrE5s2beeeddywQWfaS4iCPq1SpErNmzTL/HB0dTUhICBUrVrRgVNkjPDycVatWMXHiREuHkm3Onz9PuXLlmDVrFo0aNaJ58+acOXMGFxcXS4eWpVxcXPD19WX48OFUqVKFDz/8kPHjx1tN0dehQwe2bt3KG2+8Yd527do1tFotJUqUMG9zd3cnLCzMEiG+tLRytLW1ZdmyZbi5uZm37du3L0+/HqWVJyQXQqNHj2bKlCk4ODhYKLrsI8WBFYmJiaF///5UqVKFpk2bWjqcLJWUlMSoUaMYN24czs7Olg4n20RHR3Ps2DFcXFzYt28f06dPZ8qUKVY3bWk0GtHpdMyfP5/Tp0/zzTffMG3aNC5dumTp0LJE4cKFUalUim1xcXHodDrFNp1OR3x8fE6GlmXSyjElk8nE1KlTCQsLw8/PLwcjy1rp5Tlnzhy8vLyoVauWBaLKflIcWIkbN27QpUsXChQowKJFi1CrretXu2TJEipVqoS3t7elQ8lWtra2FChQAD8/P2xtbc036/3yyy+WDi1L7dmzh7Nnz9KiRQtsbW1p0qQJTZo0ybNT7Jlhb2/Po0ePFNvi4+Ot8lNnfHw8Q4YM4dChQ6xbt45ChQpZOqQsdfToUX777TeGDBli6VCyjdbSAYiXd/78efr27Uvbtm0ZPXq01RUGALt27eLOnTvs2rULgNjYWIYPH86AAQP4+OOPLRxd1nF3d8dgMGAwGMzX359cl7cm//zzT6o72LVardXcc5CWUqVKkZiYyM2bNylWrBiQfKnMw8PDwpFlrfv379O3b18cHBz47rvvrHKmb9euXVy/fp2GDRsCycWQSqUiLCyMgIAAC0eXNazvXeQVExkZSd++fenduzdjxoyxysIAYPfu3Zw8eZKQkBBCQkIoVqwYc+fOtarCAKBRo0bodDoWLVpEUlISoaGh/Pzzz7Ro0cLSoWWphg0bcvHiRX744QdMJhPHjx+3yjxTcnJyolmzZsyZMwe9Xs/Zs2fZsWMHPj4+lg4ty5hMJj755BNcXV0JDAy0ysIAYMqUKZw6dcr8etSmTRu6detmNYUByMxBnhccHExUVBRLly5l6dKl5u09evRg2LBhFoxMvAidTse6deuYPHkyDRs2xMnJic8//5zq1atbOrQsVaFCBRYsWMD8+fP58ssvKVasGDNmzEh105e1mTJlChMmTMDb2xsHBwdGjhxJtWrVLB1Wljl16hTHjx/Hzs6OunXrmrdXrlyZ9evXWzAy8bxkVUYhhBBCKFjnHLQQQgghXpgUB0IIIYRQkOJACCGEEApSHAghhBBCQYoDIYQQQihIcSCEEEIIBSkOhBBZ5sqVK+zfv1+xrXfv3hw9ejRL+u/atStnz57Nkr6EEOmT4kAIkWX8/f05d+6c+efg4GBsbGxo0KBBlvQ/YsQIxowZk+rRy0KIrCXFgRAiy6R8plpSUhILFy6kd+/eWdZ/rVq1cHR0ZNu2bVnWpxAiNSkOhBBZonv37ly/fp1FixbRtGlTdu/eTWJiouIxuk2bNmXZsmX07NkTT09PWrVqxZ49e8ztkZGRDBo0iLp161K9enV69erFxYsXFeO0aNGC1atX51RaQrySpDgQQmSJhQsXUrx4cfr06UNwcDC//vorXl5eqVZaXLhwIY0aNWLLli20bNmSwYMHc/LkSQAmTZpEUlIS3377LZs3b8bR0ZFPPvlEcby3tzd//vknN27cyLHchHjVSHEghMgSzs7OaDQaHBwcKFiwIGfOnElzOeImTZrw8ccfU6ZMGT755BNq1aplXpTn2rVr5MuXj9dff50yZcowefJkvvzyS4xGo/n40qVLY2Njw+nTp3MqNSFeOVIcCCGyxd27d3FxcUm1vU6dOoqfq1Wrxh9//AEk39C4Z88e6tatS9++fdm5cyfly5dXLEWu0Whwdnbm7t272ZuAEK8wKQ6EENlCpVIpPvE/odUqV4o3Go2oVCog+X6CQ4cOMXXqVNzc3FiyZAlt2rQhMjJScYzBYDAfI4TIelIcCCGyTMo3bDc3N6KiolLt8/vvvyt+Pn36NJUrVyYpKYkZM2bw999/4+Pjw/Tp09m5cyeRkZEcP37cvL/RaCQ6OprChQtnXyJCvOK0z95FCCEyx9HRkatXr3L79m3eeOONVN80ANi2bRvVqlWjbt26bNmyhXPnzvHFF1+g1Wo5f/48ISEhfP755xQsWJDt27djY2NDlSpVzMdfvnwZg8GAp6dnTqYmxCtFZg6EEFmmV69eHDx4kLZt29KsWTNCQkIwGAyKfd577z22b99O27ZtOXToEMuXL6dy5coAzJkzh9dffx0/Pz9atWrF3r17Wbx4MaVKlTIff+zYMSpVqkTx4sVzNDchXiUqU8qnlgghRBZJSEjgnXfeYeLEibz11ltA8nMOOnbsiL+//wv32759e7p3706HDh2yKlQhxFNk5kAIkS1sbW0ZOHAga9euzbI+jx8/jl6vp127dlnWpxAiNSkOhBDZplOnThiNRg4fPpwl/c2dO5evvvoq1TcehBBZSy4rCCGEEEJBZg6EEEIIoSDFgRBCCCEUpDgQQgghhIIUB0IIIYRQkOJACCGEEApSHAghhBBC4f8BxVKQsRdN71UAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "@ut.interact(y=table.selector())\n", "def my_interactive_plot(y):\n", " table.mpl(y=y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plot, together with a selector widget is shown. In order to select multiple data columns from the widget list, we hold `Ctrl` (Windows, Linux) or `Cmd` (MacOS) and select multiple data columns.\n", "\n", "Another argument of the plot we can interact with is the range of time values on the horizontal axis. For that, we have to expose `xlim` and assign it a slider widget." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "143916c06d6f470880db279bfcf5157d", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectMultiple(description='y-axis:', index=(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 1…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", 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