From c75d744e8700c48dfeca45faf819ecff339e2dde Mon Sep 17 00:00:00 2001 From: David Hart Date: Mon, 7 Oct 2024 11:43:49 -0600 Subject: [PATCH] tests: correct filename in demo file, clean binary objects out of ipynb --- examples/demos/multisource-cl-decay.ipynb | 435 +++++----------------- 1 file changed, 98 insertions(+), 337 deletions(-) diff --git a/examples/demos/multisource-cl-decay.ipynb b/examples/demos/multisource-cl-decay.ipynb index b4fbb930..6bf6db69 100644 --- a/examples/demos/multisource-cl-decay.ipynb +++ b/examples/demos/multisource-cl-decay.ipynb @@ -37,8 +37,11 @@ "outputs": [], "source": [ "import wntr\n", - "wn = wntr.network.WaterNetworkModel('../networks/Net3.inp')\n", - "wn.options.quality.parameter = 'NONE'" + "\n", + "\n", + "wn = wntr.network.WaterNetworkModel(\"../networks/Net3.inp\")\n", + "\n", + "wn.options.quality.parameter = \"NONE\"" ] }, { @@ -55,11 +58,13 @@ "outputs": [], "source": [ "wn.add_msx_model()\n", - "wn.msx.title = 'Multisource Chlorine Decay'\n", - "wn.msx.references.append(\"\"\"(2023) Shang F, L Rossman, and J Uber. \n", - "\"EPANET-MSX 2.0 User Manual\". EPA/600/R-22/199\"\"\")\n", - "wn.msx.options.area_units = 'FT2'\n", - "wn.msx.options.rate_units = 'DAY'\n", + "wn.msx.title = \"Multisource Chlorine Decay\"\n", + "wn.msx.references.append(\n", + " \"\"\"(2023) Shang F, L Rossman, and J Uber. \n", + "\"EPANET-MSX 2.0 User Manual\". EPA/600/R-22/199\"\"\"\n", + ")\n", + "wn.msx.options.area_units = \"FT2\"\n", + "wn.msx.options.rate_units = \"DAY\"\n", "wn.msx.options.timestep = 300" ] }, @@ -79,58 +84,34 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Species(name='CL2', species_type='BULK', units='MG', atol=None, rtol=None, note='Free Chlorine')\n" - ] - } - ], + "outputs": [], "source": [ - "T1 = wn.msx.add_species('T1','bulk',units='MG', note='Source 1 Tracer')\n", - "Cl2 = wn.msx.add_species('CL2','bulk', units='MG', note='Free Chlorine')\n", + "T1 = wn.msx.add_species(\"T1\", \"bulk\", units=\"MG\", note=\"Source 1 Tracer\")\n", + "Cl2 = wn.msx.add_species(\"CL2\", \"bulk\", units=\"MG\", note=\"Free Chlorine\")\n", "print(repr(Cl2))" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Constant(name='k2', value=17.7, units='1/day')\n" - ] - } - ], + "outputs": [], "source": [ - "k1 = wn.msx.add_constant('k1', 1.3, units='1/day')\n", - "k2 = wn.msx.add_constant('k2', 17.7, units='1/day')\n", + "k1 = wn.msx.add_constant(\"k1\", 1.3, units=\"1/day\")\n", + "k2 = wn.msx.add_constant(\"k2\", 17.7, units=\"1/day\")\n", "print(repr(k2))" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reaction(species_name='CL2', expression_type='RATE', expression='-(k1*T1 + k2*(1-T1))*CL2')\n" - ] - } - ], + "outputs": [], "source": [ - "rxn_T1 = wn.msx.add_reaction('T1', 'pipe', 'rate', '0')\n", - "rxn_Cl2 = wn.msx.add_reaction('CL2', 'pipe', 'rate', '-(k1*T1 + k2*(1-T1))*CL2')\n", + "rxn_T1 = wn.msx.add_reaction(\"T1\", \"pipe\", \"rate\", \"0\")\n", + "rxn_Cl2 = wn.msx.add_reaction(\"CL2\", \"pipe\", \"rate\", \"-(k1*T1 + k2*(1-T1))*CL2\")\n", "print(repr(rxn_Cl2))" ] }, @@ -144,27 +125,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'CL2': InitialQuality(global_value=0.0, node_values=<2 entries>, link_values=<0 entries>),\n", - " 'T1': InitialQuality(global_value=0.0, node_values=<1 entries>, link_values=<0 entries>)}\n" - ] - } - ], + "outputs": [], "source": [ "from wntr.msx.elements import InitialQuality\n", + "\n", "net_data = wn.msx.network_data\n", - "net_data.initial_quality['T1'] = InitialQuality(\n", - " node_values={'River': 1.0}\n", - ")\n", - "net_data.initial_quality['CL2'] = InitialQuality(\n", - " node_values={'River':1.2, 'Lake':1.2}\n", - ")\n", + "net_data.initial_quality[\"T1\"] = InitialQuality(node_values={\"River\": 1.0})\n", + "net_data.initial_quality[\"CL2\"] = InitialQuality(node_values={\"River\": 1.2, \"Lake\": 1.2})\n", "pprint(net_data.initial_quality)" ] }, @@ -178,23 +147,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Node results: demand, head, pressure, quality, T1, CL2\n", - "Link results: quality, flowrate, velocity, headloss, status, setting, friction_factor, reaction_rate, T1, CL2\n" - ] - } - ], + "outputs": [], "source": [ "sim = wntr.sim.EpanetSimulator(wn)\n", "res = sim.run_sim()\n", - "print('Node results:' , ', '.join([k for k in res.node.keys()]))\n", - "print('Link results:' , ', '.join([k for k in res.link.keys()]))" + "print(\"Node results:\", \", \".join([k for k in res.node.keys()]))\n", + "print(\"Link results:\", \", \".join([k for k in res.link.keys()]))" ] }, { @@ -206,69 +166,35 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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oaCgDa01NjTjttNNEfn6++OSTT4QQQmzZskUADf4MHDjQ0za3pC0DBw5MeK2urk7cfPPNYuzYsaJLly4iKytLDBw4UFx99dUNZnGdMGGC6N27d7NtaigD6759+8SoUaNE7969xYYNG5psNyCmT5/eiqfRerz77ruNtuW0006rd/2tt94qALFy5cpGv9MeT++++26990444QTRq1cvEYlE2rEXGhryYQjRguOKhoaGRgtQWVlJ9+7duffee7nxxhtlN0dDQ0NR6HTwGhoaKcP7779Pv379uPbaa2U3RUNDQ2FoZkRDQ0NDQ0NDKjQzoqGhoaGhoSEV2hjR0NDQ0NDQkAptjGhoaGhoaGhIhTZGNDQ0NDQ0NKSiQyQ9M02T3bt307lz50YTBWloaGhoaGioBSEElZWV9O3bF5+vcf6jQxgju3fvpri4WHYzNDQ0NDQ0NFqBHTt20L9//0bf7xDGSOfOnQGrM126dJHcGg0NDQ0NDY1kUFFRQXFxsbOPN4YOYYzYrpkuXbpoY0RDQ0NDQ6ODoTmJhRawamhoaGhoaEiFNkY0NDQ0NDQ0pEIbIxoaGhoaGhpS0SE0I8kgGo0SDodlN0Mp+P1+AoGADofW0NDQ0FAaaWGMVFVVsXPnTnTNv/rIy8ujT58+BINB2U3R0NDQ0NBoEB3eGIlGo+zcuZO8vDx69uypWYAYhBCEQiHKysrYsmULw4cPbzLhjIaGhoaGhix0eGMkHA4jhKBnz57k5ubKbo5SyM3NJSsri23bthEKhcjJyZHdJA0NDQ0NjXpIm6OyZkQahmZDNDQ0NDRUh96pNDQ0NDQ0NKRCGyMaGhoaGhoaUqGNEcVhGAavvPKK7GZoaGhoaGikDNoYkYySkhJ+8IMfMGTIELKzsykuLubCCy9k/vz59a7dunUrV199NYMHDyY3N5ehQ4cya9YsQqGQhJZraGhoaGi0Dzp8NE1HxtatWznppJMoKCjgj3/8I2PGjCEcDvPWW29x4403snbt2oTr165di2ma/OMf/2DYsGGsXr2aa6+9lurqav70pz+1+P5CCFbtKmdDaRUlFbX4fQbTJw8iN+hvry52GIQiJk8v2sZxA7oxrrhAdnOk4ONN+9hQWsUVkwdmpCD8QHWIF5bs4PzRfRjQI092czyHEII3Vu1BCLhwXF/ZzZGCrfuqeXN1CZdOLKYgT+dm8hJpZ4wIITgcjkq5d26Wv0WL+Pe//30Mw2Dx4sV06tTJef2YY47hu9/9br3rzz33XM4991zn/0OGDGHdunU8+OCDrTJGPtiwjyseXZzwWq/O2XztuP4t/q6OjFDE5PtPf8bba0oZX1zAKzeeJLtJnkIIwT/e38zv565FCDhuQDfG9O8qu1meYlNZFd99/FO27a9hc1kVf/jGONlN8hSRqMmdr3/Bk59sw+8zOHNkLzplp9320CQ+2byf655cSvnhMAGfwbWnDpHdpIxC2o22w+Eoo+54S8q9v/j1VPKCyT3SAwcOMHfuXH73u98lGCI2CgoKkvqe8vJyunfv3pJmOnh/fRkAg3rkEYqY7C6vpeJwZqXUdxsiAJW1mdf/215exYtLdzqvVdZl1jNYtHk/34ttQgCVtRHJLfIWVXURbnrmMxass9aDqGkd6DLJGHnps538/D8rCUetLN6VdZk1Bj7auI9O2QFG9elCMCBHvaE1I5KwceNGhBCMHDmyTd9x//33c91117Xq80u3HwTg5inD+dJgy6CJmJmVUv/n/1npGCIAGdZ9Hv94Cy8u3YnPsJg9ANOU3CgPUV4T5ruPf0r54bDT/2iGDYLfvfEFC9aVkZMV3w7MDHoGn+8uZ8YLKwhHhWsOZE7/Ae58/XMufuAj54AqA2ln+uZm+fni11Ol3TtZtLWOzq5duzj33HP55je/ybXXXtviz9eGo6zeVQ7AhAHd+WDDPgDMDKrvU1kb5pXluwCYcfZR3DNvPZFM2onB+bv/7NyRvLFyD6t2lWfUM1i6/QDVoSj9u+Vy7SlDmPXa5xlnjLy/3hoDf/3Wsfzg2WWEImZGHUrsOXDysEKOKurMox9tyaj+V9aG2bC3CoDxAwqktSPtjBHDMJJ2lcjE8OHDMQyjnkg1GezevZszzjiDE088kYcffrhV91+9q5xwVFCYn01x91wCPkvrkkmTcNXOcoSA/t1yOX1ET+6Zt55oNHP6b5qCFTsOAXDS0ELmri4BMosZWL79EACTBvdw3BKZNAf2Vtay69BhDANOGlZIwGcQIrPGwLIYQ3zK8EIOVFuRidEMMshXutbBwvxsae3QbhpJ6N69O1OnTuWBBx6gurq63vuHDh1q8HO7du3i9NNPZ8KECTz22GOtTve+dJs1AY8f2A3DMPDHvieTNuNlsY14fHEB/gw0xrbsr6aiNkJ2wMfIPp0z8hk4Y2BAgWOQZ9JGbBtjR/XqTH52ICPHwPIMXwfs/h87oJvUdmhjRCIeeOABotEoEydO5D//+Q8bNmxgzZo13HfffUyePLne9bYhMmDAAP70pz9RVlZGSUkJJSUlLb63bYxMGGgNwExkRuwT0bEDuhGwjbEM6r+9EY3p15Usv89ZiDPlGZimiC/ECRtR5pyKlzkbUQGAyyDLjGewp/wwpRV1+H0GY/p3zUiD1F4Hx0tOaaC+PyONMWTIED777DN+97vf8eMf/5g9e/bQs2dPJkyYwIMPPljv+nnz5rFx40Y2btxI//6J4bct0aAIIfgsNgCPixkjmbYRCeHaiAZk5olo2Y7ERSjTDNLN+6qorI2Qk+VjRO/O7DhQA2TOHIC4QWqPAZshzZQxsCzW/xFFnckLBjKu/+51UBsjGY4+ffrwt7/9jb/97W8Nvu82Mq688kquvPLKNt9z+4Ea9lWFCPp9jO7XBSDjNuOdBw+zrypElt9gVJ8ulJTXAhm2ER1Bz/oz7FS8rBFmKFPmQNQUrNx5CIgLFx2DNEPctctdbjqAgD82BzKk/+518Ji+XaS2RbtpMhC2i2ZM/65kB6wIoEyjZ216elTfruRk+TOOoj8cirJ2TyWgNyLbGHM2ogwxRjbsraQ6FKVT0M/wXp2BzGNIHVetwwxllkHqrIN9upDTgmjQVKDFxsj777/PhRdeSN++fZMu4rZgwQKOO+44srOzGTZsGI8//ngrmqrRXjhSLwIZOAmPWIQybSNavbuciCno2Tmbvl1zgDhFnynPYFljLopMMcZi/R/bP+6mtOdBJqwD4ajJqlh6g0zVzBzpppOJFhsj1dXVjBs3jgceeCCp67ds2cIFF1zAGWecwfLly7nlllu45ppreOstOVlSNeLGyHEu9XSmCbfsjchehDLNGHMvQnYJg0zSjBwORVlXGmOGjtDMZMocONJFAZnFjKwrqaQ2bNI5J8CQwnwgA9eBHXERv2y0WDNy3nnncd555yV9/UMPPcTgwYP585//DMDRRx/Nhx9+yF/+8hemTpWTnCyTUVEbdhbh4wYWOK9nknCrLhLli90VgHsjsvovhBVl4fOld6G45UdEUQD4Y6fiTEh8t2pXOVFTUNQlmz4OMxTbiDOg/1CfGYLMMsjcof32fLf7nwlzIBQxWX3EOigTKRewLly4kClTpiS8NnXqVG655ZZGP1NXV0ddXZ3z/4qKilQ1L3OwYR58cBeB2lrezjpMwO+j1+PxyqRX1IQ4MZjN24d/B4yR104PsH3Jm7ziv43crDADnrHqAnUVgnnBwzwaPZeoOA8faWyMROq4dNNPmRHcRZ/PcmGV5Su+o7KWr2f1YEfoH5IbmHoc/uRR5gUfpbPwYfzNMkbGhaO8GYzwWOgq4DS5DUwxqsu28duDP6Z7sJKBb3eCd6zx/q/KGj4IjCBqTpLcwtSjz6d/YH5wPt32BeF+q0LvRbVhRgcDvHJ4JjBBbgNTjG0rFvAf363k54QY+GysPto3HoU+Y6W0J+XGSElJCUVFRQmvFRUVUVFRweHDh8nNza33mdmzZ3PnnXemummZhdX/gb1fkAcM9QEC2B9/uxvwJR9sq1gInCOliV7Bv+xJhvu2Wf+JPQM/MNwH0/kfUVMgWcuVUhxc9yEnm0ssJ63Lzi8Civw7eL18NdD6mkkdASM2P05v3y4I44yBXOBoH0wNzwdmSGxd6rF30Qt8ybfe+s/B+OvFwLcDu/jw8AGgUEbTvEGohjP3P43PJ+Aw1g/QFTjWB1urPgC+IbGBqYex9DHG+LZa/7H3gkhdY5enHEqG9s6cOZMZM+KLQUVFBcXFxRJblAaos1wzz3a9lpf29uGaUwYz9Zjeztu7XplFv4OL8ZkhWS30DJEqqxbFJ8VXc8IUa8EJ71pJ1v9+ThaRtHdVHSzZSjdgjW84R0+/z3l9/1NX0yO8GxFN8zEgBAXhvQCsPuk+Rh81HICyJS/Rc9Uj+EX6Vy0O790IwEedzuakS+JrrfnY+fgQiEh6jwGxbz0+BAdFPpFLnqJnLA36zjf/TP+St/GZ6T8G8g+uAeCd4ps4c8oF1os9R0hrT8qNkd69e1NaWprwWmlpKV26dGmQFQHIzs4mO1tejvy0RMhKOT/nUDGfimHcOf4UcMWVH87pCYBhpn/p7JzIIQCqex4LA08EwIhpuQNE0z7HgCi3igPuCgzg6Fj/AWr9nSymIJrmY6B6HznUYQqD0NBzYaDF3IY2rQTAJ6IyW+cJcqssZnBHl/gcAIjix0eEaJqPgXDpOoLAetGfY4adArG6RLV5zwJgiPTuP5EQhbVbANjV77yEMSALKc8zMnnyZObPn5/w2rx58xpMd66RQoSsqoyloWw6Bf2M6N058X1fzC5N90kI5EVivonc7s5rPr/lMw4Y0bTPNeKv2g1AebBnwutmbAyIdD8Vlm8HYC8FdMqL66bsMeDPgDnQuWYHAFWdEhnnqBEbA9H0HgPhEosV2GT2Jc/tk/Vb/fel+6GsbC0BEeGQ6ARd+zd/vQdosTFSVVXF8uXLWb58OWCF7i5fvpzt260JPnPmTK644grn+uuvv57Nmzfzs5/9jLVr1/L3v/+dF154gR/96Eft0wON5BBjRqpELscO6OZEDjjwZcgkBPJNyxjxderhvOaLLUJZRNM+kiBQtQeA6mCilkvENiLSfCPikLUR7xKFdMqOb0RGbAz4SXNmJBqmS601Bg53Hpj4FtbzMNPcTUPZOgC2+YoTIucMex1Md4O0xGIBvzAHkp+jhlqjxcbIkiVLOPbYYzn22GMBmDFjBsceeyx33HEHAHv27HEME4DBgwfzxhtvMG/ePMaNG8ef//xn/vnPf2Z0WK9hGE3+/OpXvwLghz/8IRMmTCA7O5vx48e3/oZCQOy0W0WuU48mAb4sq21mmi/EkTpyhJX63Z8fZ0bwW/33E017zUjOYcttejg30Rgx7VNxmo+B6EFrfdolCsnPji/EPnsMpLub5tB2fEQ5LILQqXfCW5nCjPgPWOLdPcEBR7wRWwfT3hhZBcAXYiD52VmSG2OhxSbR6aef3mRRtoayq55++uksW7aspbdKW+zZs8f5/fnnn+eOO+5g3bp1zmv5+fnO79/97ndZtGgRK1eubP0NRdztUEVuQuZV55LYicBId/HeYSt0ICoMsvJcz8EXZ0Zq0twYyau1jJHavD4JrwtfjCVI840ocmA7fmxmxG2M2MxImm9EByytwDZRRKecYMJbphFjRtJ5DERCZJdbz6Ake1DCW0amMMQxY+RzcxCjstUIHVSDn2lPCAHhGjn3zsoDo/n8FL17x08jXbt2xTCMhNds3HefFelQVlbWLsZIlchBGL4GE9wYmeIrrTkAQDmdyHWfCHxxij6t3TSROvLC1jOI5h9hjBix55HmY8A8ZDEjJUZPsvxxctgXsDUjac6MHNgMWMbIkRR9FJsZSeMxcGAzhohSKXKpzUlkB+PMSBqPASESmJHOHZUZUR7hGrirr5x737Ybgp3k3LtJWJtrFbkc1aszXXMbGHy+DJiEAIetjfig6Exe0C1cs/ofSHc3TYUlXq0VWfjyuie85bBjaS5gNcotzciBrMQDgC8Qd9WlNWLGyFZRRHF24hZgMyNp7aYpWwvAJtGX/JzEtdBwXHVpbIwd2gZ1FYQIsEn0TdBNyYSu2psJcJiRRvQiEBewpvMkBIcZOUQ+uW4VvS9DBKwxY2SP6F5vIbaNkXRnRgKVljFy6AgBr89lkJrpPAYcY6R3gpsK4rqhtB4D+yy9yAazX73+x9fBNDZIY6zIOrM/EQLKCFjVaEV7IivPYihk3VtFxDQ+leQxvrhrw9f47VNxGi9CgFlzAB9wUOQz0M2MxJghnyGIpDNFHTNGSkSPBPEmuJmRNO5/bTmBkJUAsDI70U3lNkaiQqRvSQCXMZJ/xKk4amtGImk8BmLMyEbRj85HzAEjxo6l9aHMdtGYgwDqrQOyoEYr2hOGoairRCJizEilyKUgL9jgJTY9mdaTECv7ahA4xBFuGl/897QOa6ywEp7toXu9U2E8tDeNx0AsrPegyMefk5hrx5flMkbStSSAGYWDWwHYZhY1MQbS2U0TY0ZEP/odaYzYzEg6i5hdehGfQSJDLBHaTZMJsN005DY+8HyZYoxYRRgOinxyAvU1IwDRdD4VOsxI9/onIieiKo37X+7OMZLYf7/NjBhprBsq3wlmmDqRxR7qj4F4eHeajgEz6rhpNor6bhpHN5QBbpovzIF0yg5gJBF04QXSjxlJI2zcuJGqqipKSko4fPiwk2hu1KhRBIMNMxwNIuamqRK59Aw2bIzEmZE0noRYbhqAKl/nhGRHTgZawIyk8anQZkZEd45vxE2T1noBV8KzI10UdjRNWpcEiLlototeCHwNuOrs8O40ZQcPboVoHWEjyE7Rk845jTAj6boO1hxwDPK1YkA9N5VMqNMSjXq45ppreO+995z/24nmtmzZwqBBg5L/IttNQ16jzIgT2pvOp2JAxIyRGv8R2hmfmxnJBGOkR30VfSaEd5fHE551Ch7JjFj/tyKq0rQkgCuSBmhUwJq2zEiMFSnNKsY87KNTsBGDNF3XwU3vAHA4fwCVtXn0VsgY0W4aybjyyis5dOhQg+8tWLAAIUS9nxYZIgDE3TQ5jRojGRDSBhix0N6awJHGiI9obDqkdcIndzRNvVNxzCBL5zFwqHE3TQIzkq5uGleOkWDAl5BnBeL1idKWHYuJV3cErMyrR44BhyFO1/DuRf8AYPeAiwCUiaQBbYxkBuxoGpGbKNp0IVPcNL7aQwDUZtWPKjJtYyRdBayREKJqL9CwZsSIUfRpXT49RlHvPCIVPOCImNM610ws+6oVSVN/I0p7AeseK3nkVsMqDnekm8bJwpuO6+DOpbBzMfiyWNv/G4A6kTSgjZGMgEhCwOrLEGMkUGulgw8HC+q9F7GzT6brZlxVgoGgTgQ4QOcGcizYzEgaj4EmmBF34rtMYEaaNEbSsT5RbTmsexOAT4xxQH1mxMnC25GZkUgdbHoX3voFPPUN2LHYen3Rg9a/Y77BAcPKN6WSMaJOSzRSB4cZySO3UWYkA+pyCEEgVA5AONgAM2L4QaSxgDXmoikV3fD7/GQHjjiLpHtdjnAtVFvMUEMCVtsYS1tjxDThoM2MNGyMmLaANR0N8s9fhshhKBzB0qohQG19Y8TRDXXQObDy3zDnJxBjgAHY+gFMvcvqP8Ck66lcb/WvnkEuEZoZyQS4mJF6G1AMGRHSVlfhCHQj2fUz0drl09O2LoeTY6RHwyF96Z5rpnwnALVGDgcbZIZiG5FhEommoYB1z3KI1BLx57K7IWOMNE98t+xp699jL6MqZK1zR0aTdNjKzbUV8NJ18NI1liGSXwTjL4OhZ0KkFt6YYemABkyGvuOprrP+vpoZSQGaqiScyRBCWCciIQj5OzUaU+4IWDvqiSAZxCJpDosgWTn1s+VGjEB6MyPlljHSYI4RiBcJS0eKHpxImr2+XoDRgJsm/v+0jKha8xoAe3qdSnSLv8FTsSNi7qjMiBCW0bXqRfjiNcjpApe9CHUVll7C8MPYb1E9ZynQkJsmXp/INEVi+L+KOHwIljxqCVOrSsDwwak/g1N/ao3naATe+BF89n/W9SfcAEBVrTZG2h1+v2Xdh0IhcnNzJbdGPdTU1EC0jqza/USyOjd6nZPwqaOdCFoCu0ge+Q1GFaV9kTAnkqZ+KnhwCVjTlRmJ6UVKjJ5AAwuxK9dMNN3ybAgBX7wKwMbCM2FLIxR9bA50SGakrtJiB9a9EX+tHPi/i6B4ovX/4WdTl1tIOJZHpl7iu5hmJKsjlARY8Ry88WMIVVn/LxgAX30YBk6OX+MPwIX3Qe+xFjM68ssAVNVZ67xK0TTqtKSVCAQC5OXlUVZWRlZWFj6f9jyBxYjU1NSwd+9eCra9iT96mEh2fqPXOzUZOrJwqznUWOLVQ0dW7I3BzrFgprubRnRvuFKnUz49Tfsfyzy5vZEcG+5cM2nHjpWutsSrgRzWd5kM7Gww4ZXDjHS0OXBwKzx7Kez9AvxBa9M9airM/42VWySWX4Rjv+OwAlDfIHWYEUPxkgAb34ZXvm+JzXuNghN/CKO/DoEGkmEaBky8NuGlqjprfKukGVGnJa2EYRj06dOHLVu2sG3bNtnNUQ4FnfPpvf5JAMxg48aIw4yks5vGZkZEPnnB+kPfJM2zT7pSwTe0CNnZJ9My14wQsHEeAB+YowHqayYSSgJ0YGOk5gAsfxrWvwWTroOjL3RYEYZN4UDE2rAa3Ig6mmYkGoEVz8Dbv4Ka/ZZW4lvPQv8J1vv9vwSPnW+5MPJ6wPCpVJdbfcvN8uM/wg3jjxkjWSqHd5eshheutAyRsd+Crz5kGRwtQHVdw5oZmVCnJW1AMBhk+PDhhEJpuom0EllZWfgPHwBikyqr8QKC8cyD6cyMNO2midrMSEdZiFsCIeCQZazvEd3rFQgDMPzWGEhLN83+Tdbp2R9kQe3RQAObsRFnVTtk4rtIHbx1Gyx7yhItAuxYBNP/C5+/Yv1/1Feo3tx4JIVTEqAjrAPr5sL/bof9G6z/9xlnGSJd+8Wv6TEUpr9uRZiMnQaBIFV11rNpqP9uzYiSJQEOH4RnpkGoEgaeDBfd12JDBKCyTr1oGnVa0kb4fD5ycnJkN0M91FUAVsKz7Cbq2RgdTbjVGsSYkUMiv2E3jb0Qd8SNqDkc2g7VZUQNP+tEMUc1aIykca6ZDf8DwBwwmfI12QD12THDIEyALCKY4Q42BkI18PxlTrpveo+B7C6w7SN4+ptQV265L46aSvUaK7y3oWgaJ6JKdQHrpnfh2W8BAnK7wyk/hi9dA1kN7AE9j4Lprzn/rYptxEcmPAPw++NZeMMqlgTY8j5U7IQu/WHakxDIbtXX6GgaDe8RM0aqyCWnkRwj4KrLEatYGkxLY8TSjBykM10b1IxYr6WlZiSW+Ghv3gjqDgcbFrCmU/ZJM2oxBcFY1FTMGDk8aAqssV46si4JQBQfWXQwZqSu0jotb/vIYj+/+TgMPxtC1fDouVBqaWUYeibkdHU244bdNB1AwFpZCi99DxAw+hvw5b9YUTNJotrpf/2/vy9gPZMsotSqGKFpj8seQyGve6u/RsVoGq32THfUVQJWxd68JtRYCSpyVX2lbUVNnBlpOJqmg/nLW4KdljGyNe8YoOFFyBExd2Q3TbgWFj8C946BPx0Fu5dZm/K2jwCo6HcaADlZPgL++suf46rrKMbI5vfg4TOs/mV3gctfgqPOsaj77Hy49Fno1Mu69pivAs2cin2Ki5jNqJVLo3qvJdy86P4WGSIQZ0aOLJQIOP33q7oO2mH3vrYpa+1noKNpNLyDbYyQ22j2VUj0lVoVS1WVkbcBCQLWBhI+pXNo745FAGwIWsZIg/5yW8DaUSOqtnwA/7nGEivaePFqOOM2S5RcMJBDeYOAnY2eCKN2SQDVx0BtObzxE1j1gvX/Tr3g289Dv+MSrysohqvfgm0fw5hLANdG1ISAVVmDdOHfLFdFVp7FAAXr5wtqDk25aez+B40okYiCbppYAku3vqmlME1BdahxdkgWtDGS7qiNa0Yaq9gLcRV52qbChjgzQiOaEacuh6ILcWtRV2Up8IE1gZGA2aBeoENXbt6zwgrtDFVCl35w4g/g4/vhwCZ47QfWNcPPoTqWebMx4V60o5QEeP0W+PwlwLC0EmfeDrkFDV/bfYj1E0OTbho78Zuqie/Wv2X9e+bt0HNEq76iusn+uyKqogo+g3YwRmrCUbtCCJ2zs5q+2ENoYyTdEWNGKpsokgduY8SkJl2NkcPNuGlipyKh+kbUUuz+zIqO6NKPnWZ3YF+TkQQdTsB6YItVECxUCYNOsTJuZuVYIs7HvwzhGuu64Wc3TdHjLgmg8BhY96ZliBh+S5g56OQWfbxpN43iEVX2QaFgQKu/omnNjDsLr4LRmfbcbIMxYv/9fYblrlQF6rREIzWwBawij9xg439uw5VnJH2ZkbiAtaE8IyIdmBEhrJDHx86Hj/5qvWZX7Sye2CRF7+uIxRJLv4Anv2ppCIrGwLeejkdUDDoZTplh/e7PhkGnOPkVGnPTxEXMihojteXw31ifTrypxYYIxHNMNJhrxq94Ft52YAZs8WaDOTYSjBEFx4DT/9a7Vypd4tXGyoPIgGZG0h1JMiO2cCtoRNOzSFgkZJ2caVwz4oT2qh7W2Bj2b4I3f2ZlZwRLJzDwJJcxMonqnY0bI4ZTPr0D/P1NExb/A+bNgmgdFAyE77wIOUdUYz59pmWg9RwJwTyq6/YDjfvKbQGrssUS582Cyt2W2+X0mS3+uBBxvUBT9YmUZcfawRiJ6yWac9OoyIzY/W+9EaFiWC9oYyT94Qrt7dwINQ0ckX1S0YWoLYiF9ZrCoIJODRtmHbkux8Ft8M+zrH76sqBwuJUa+/VbrLwEAP0nUhUrLd7QQhyvT9QB+v/y92DVv63fh58DF/0NOhfVv86fBVNmOf9tkqInnoVXSTdNxR5Y+pj1+4X3QVbLa3HVhOJ6gQbZMVvAquocsLUsbWAGqppix1zMiJK6IbPtbhoVI2lAu2nSHzYzIppjRuLvmSqeCNqKmF6knE6Y+BqMLDJj7JBQdSFuDOFaeOFyyxDpPRZuXGRlncwpsHJMHD4IAUtD0dRm7I6oUhob37YMEV8Azv8TfPuFhg2RBtDcqdB0mBEFN6Iai9WhU08YfEqrvqKqOb2AX/Hw7nZx01h/2wbHgGEQiW2LSuYbsi3JNoT2NmeQy4I2RtIdTmhv05oRd5EwJYVbbYWd8ExY9XkactN0WGZkzk+saJLc7vCtZ6yESJ0K4exfx6/pexzCn+VEkzStGVHYGIlG4K3brd8nXmcVAGsBZV3VFEWP4m6adtALuDeihvQCPuWNkdhm3CY3RdMRVTY7Zqq4DrajZkY1N402RtIdyTIjCb5SBU+FySJSB2/fCY+cCXvXxl+Phbbux0qQlBNoIM+InfCpoxgjQsCH98KyJ63F6RuPWnklbBx7ORSfYP0+cDJ1EdMRJzecfTKeCluomH0SrL6WrYHcbnDaT1v88SbDOgFhnzhV1A21h16iOb2AE96tqEFqt6sdmIHG3BSRmHpBSTdNe0TThJrIsyIRarVGo/1R60oH36SbxqUi72h1OWyUrLbSRO/93Pr/mz+zQh+jEVh4PwD/jU4mJ8vXYO0dp0hYRzBGwrXwxgyrOitYeReGnpF4jc9n1a9Y8SwcN91ZhKHh0Fa/yxiJmoKAXx2lPWAZ1u/+zvr9tJ9bBkkLEY+maXgu2G4aM6LgGGjPjbgRY8RhRlRlx9qDGXCeQWMiZivXTLqyY3Y0TWPh7bKgVms02h9OaG9ug+GsDmK+0gCmmieC5rD1QyvEMxqCvEKr31veswqHVZXBoe1EcnrwfO3p5DaWddApn654/2sr4Kmvwc5PrUX5nN/BCTc0fG1+LzjpZgCq91cDVk2Whowxuy5HIFY+vQHySC6WPArVZVYkyfFXt+ormhWwOq46BceABy4KnPpECm7E0K7sUKOuOttNoyJD3J7smGLMiHbTpDuc0N68pt00xFNhKzkJm0JtBbx8g2WIDD0Lvv9JfLN6+1fw4T0A7B19NbVkN2qUCccYUfRUaGPh3yxDJKcAvvMSTP5+UhuUcyJqZBF2Vyw1VXTTHNxq/TvmmxBovAJ1U0hawKoiO9YukRRNiDdxa0YUnQPtEk3T9BhQuj5Re0bTaM2IhmcQwmFGKkVu0wJWrIqloKivtCn87xdQvt3KNXHJE5DfE079CQTzLWFn2VrI7sLOod8GaLxGj22MCIX7X1sOix6yfr/wr/VdM02guY3Y5yoJEFEx8Z1TJKz1KaztZ9CYQap0SYB2EbDazEjD32GonviujcxAOGpSF6s503h9IoXXQbv/Pm2MaKgO04SV/7bcE5FaZ1FtVjOCS7il4omgMWyYB5/9n/X7xX+H7M7W750KrfokNiZeS5VhFdVqlCFyNCOKngoBPv2nZZAUjoCjL2rRR5tM9gQE3PWJogoaI+24EDe2GTu6IRXngAcuCie8W1VmpI3PoNqtm2qOHVPSGLFddW2PplEttFet1mi0DbXl8NJ1sP5N6/R09TzASvRVTU6zbhqzoxQJs1G2Hl690fr9hO/XT409+UZY9jSEq2HSDdRstvrVGDMibIpaxVMxQKgaFj5g/X7Kj1u8KTeZ7Il4NE2Wqll422Ehbi4dfNwYUXAMtIOA1d6MG0yFTrxGlbLh3W00SG1jNDvgI8vf8Hc44d1K6obaT8Cro2k0UoOy9fDst6wqpWAtXO/9HoAqchCNJPpyQ2nh1pHYvdwScdbsh17HwJm/rH9Ndme44UOL6cjrzuHQDqCRHCOA4bhpFNyIAJY+YfW32yAY/fUWf7y5U7F7k4uqvBm3wU3RbGiv/d1pvhE11n/Db5cEUPDvD+3AjDRtjIIrC6+Kh7J2LJSnWjSNdtOkAyJ18Ow0yxDp0h+m/Mp6fYNVbrsKK210Q7k1Er5GZXrSjR2fwhMXWhtzn/FWttFgXsPX5nSFvO4AHA5bE7lRhkhlZkSIOCty8o/ipd5bgOpmQhrduWYikboWf3/K0caNqNm6LMRzzaitGUmdm8bv5BlRkBmDNj8DW8DblIvCEbAqPQbaENqraDSNWq3RaB0WPQQHNkN+EXxvgaWXWPUilFqJvqpEbqO5NdxQvmIpWJvyaz+whLkDT4JLn4OcLkl9tCaWfbQxhkhpZkSIeI2ZERe06iuai6ZJrMuh4DMw2+amqA2b2LrcxpOeKSxgNdszx0Zjrjo7vFvB/kObo2mac1VCfB1U01XnQeI7SdDMSEdHZSm890fr9ym/siJJDANO/KFzSVVzFXtjsEN7lazLYWPrh1YGzqxOVurzJA0RgMMxY6QxN43SFUvdbWoFKwJJLEKqlwRo86k4vrnkNTIfhGGHd6fnRlTVTJ4Rd+I7JdFOAtamjRGF18H2CO3V6eA1UoJ3fg2hSuh7HIz9Vvz10V+zXDZApWg+xwgoPgltfPqI9e/YSyC3oEUfbc5NY/gUrsvhps1buxA346JIKJaoIjPSRn953FfecNI3UJwZaUe9QGNjwPDHBaxKlgRo4zOIR5I0vh7Gw7sVXAfbKOA1TeHUp1ItmkYbIx0Z2xdZ0SIA5/0+cYD6s+Akix3ZKorIaUa8CnF6Usk0yAAVu2HNf63fJ17b4o/XxDbj3MaEW36r/0oyI+5w4zZS1I0uQoZBJCbeS2dmpMlF2NcBmJF2iKZpzBixo2myiKJiqpm2PoN4XZrGc9WYPnsdVNgYaeOBBHQ0jUZ7oWw9PHcpICxGpHhi/Wsmfo9ldX3405w6BiZhjERVZ0aWPm6djAacCEXHtPjjh0PWRG40miYWSZC2zEgSFHUEv1UoT8Ux0MbQ3qR85UrrhtozmqbhOeBzhfZGTBN/GwyflKDdxkDj/RIdIvFd26KJ/D6D7IBaXIRardFIDuU7rTosNfuh77FwwZ8avs4wKOn2paRSwYPi2ScjIcsYAZh4Tau+4nA4xow06qZRuC6Hm61p46mwyUgCmxlRkR1ro4C1uaRvEM81oyQz4kEq9ITEdypSI84zaF19nqokwlrj7moFx0Abo2nc5QCMNtQ4SgW0MdLREK6Fp75uRVb0GA6XvRjPOtoAbJ1Ec9lXIZ5jQclT8Yb/QVUp5PeGkRe26isONxdNY29EKrpp2oEZScZfbmfhFWnppmk6Fbr13XahPJU3olRmYI0LWJUsCdDmzbj5sFa1dUPtMwdUE6+CNkY6HtbNsWqtdOoJl79shfE2gWZza7gQ9SlcJKxit/XvgEmtLpLmhPY2xow4qbAV7L/ZfgLWpnzFUcPWjChokLYx6VlybhrbIFVwDDgbUetOtHWRKOFYmv/mSgL4DUE0orBR3so5UJlEJImT+E7FQ1kbo2lKyg8D0CO/dWtoKqGNkY6Glc9b/x53BRQUN3t5c2yAG0pPQicVdustetswa0wz4ot9t5IC1nZgRg5WW2xHlybEe1Gls0+2T1hnkwLWWNi0monv2ibePFht/U39PqPZYokAkbCK7FjbNuOdB2sA6FuQ2+g1psOMKDwHWjkGtu63+j+oR6f2alG7QRsjHQnV+2Dj29bvY6cl9ZHDzbABbjiaESWNkbZT1M26aRzxnsIbEUarTsaVtWEqYqfCphbidC6ffiBmjHXNbaLqr78jMCOt6/+2/dUA9O+Wi7+xBIiuXDNKjoE2bsbbYpvxgO6NZGzGnYVX4UNJK9kxewwMKtTGiEZbsPoly4/ZZzz0HJHURxw3TTLMiMpumnYQ7zXnpvE5qbBVXITaJt7cdciiZ7vlZTXJDDh1OVQW77Uyx8K2A9ZGVNyt8Y3I3oyVZEbaaIzZ/W9qI3Yzj5E00w1V1IbZHzNIB/Zo4hk4uiEVjbG2jYGt+2xmpIn+S4I2RjoSbBdNkqwItEwz4oS0KbkRtT3hU9xN00z5dBWzT7bxVLzroGWM9OvWOCsCcc2ImqfitoV1brdPxU0sxEYs14zSIuZWGuT2qbjJjTihJIBiY6CNuin771+YH6Rzk3lGVGZG7DnQ1jGgmRGN1mLfRti1xBqEY76R9MdqW2CMdAxfadvdNI3nGVE4tLeNzNBO2xhpwkUD7sR3Ko6Btj2D5DbjDpCFt9VuGmszHti9iY3I5yOK5QJQTsTcRt3U1mQ3Yp/KzEjrx0BtOMru8lpAMyMabcGqF6x/h54B+b2S/ljLBKwKZ59sY5Ew0xTNhjn7/GnMjByyjZGmFyG7PpGazEjrn8GhmpCjmWnKTeHzq2yMtM1Vt/1A88wQuMO7FRsDbTRGHGOsmf7bmhEl18E2zAH77985J0D3TjqaRqO1WD/X+nfMN1v0MVsnkVSekQ4RX9/Kiq2uMMVGmRGVi4S1Ubhnu2n6N+OmcdgxFY2RNmgm7I2oZ+fsRt10gOLFEtsqXkwuksIpCaDaGHD/TVrDjOyLiTeb6b/S62Ab5oC7/6olPANtjHQchKyFhK7Nh/O60Vw4awKcuhyKLULQ5lOhzRBB4y4rv+OmSb+NyA5pbE4zonR9ojYYZLZ4c2BT4k1cheJUZEbawA6W14QpP2zN6yYFrMTDu5XTjLiZkbaMgeZcFGlanyhZZkgWWmWMPPDAAwwaNIicnBwmTZrE4sWLm7z+3nvvZcSIEeTm5lJcXMyPfvQjamtrW9XgjEUrN+PWaUYUnoStdFPYDFF2wNdoxVafKxW2cmijZiTupmlOwGpHVCm2EUGbRMzbY3qB5lwURkfINdOKMbDtgNX/Xp2zm3XZOsaIagZpm900yTEj6VqfaGuy/ZeEFvfo+eefZ8aMGcyaNYvPPvuMcePGMXXqVPbu3dvg9c888wy33nors2bNYs2aNfzrX//i+eef57bbbmtz4zMKrRyEjk4iGWZEac1I2zbjZBgiv+OmUbD/bRSu7auyQhqbDGvFXRIgvZ5BUuJN4syImpqRtmxEyZ+KnYgq1UJ7zda7aWpCEUor6oAWGCMqroOOQd5yhtRx0ymYYwRaYYzcc889XHvttVx11VWMGjWKhx56iLy8PB599NEGr//444856aST+Pa3v82gQYM455xzuPTSS5tlUzSOgNm6U1FLkp7Z/nI1Q9raxozEI2ka1wvEQ3tNhFCsLkcb3FR2JE1+doAuuU1nsFW7SFjrQ3uTpeh9tqtOSYO09WPAYYaaMcbAJWJWzRhJYEZa9gxs8WbX3Cy65jWR9A4Uj6hqfWjvFkczkgZumlAoxNKlS5kyZUr8C3w+pkyZwsKFCxv8zIknnsjSpUsd42Pz5s3MmTOH888/v9H71NXVUVFRkfCT8XAWopYtxLVhawInZYx0CM1I29w0OVmNf97NjChXI6wNxpjbRdOccC2ehVexjQjaVLU3mRwj4GZG0ssgb4leIJ6FV7HN2H1AaOEzaFGyL6dyc8ceA1V1ET7auA/TFNRFouyO1aVRMccIQIsKfezbt49oNEpRUVHC60VFRaxdu7bBz3z7299m3759nHzyyQghiEQiXH/99U26aWbPns2dd97ZkqalP1q5ENXEiqO1JAOr2ieCVjIjYatPTTEj/oD1XgCTiCkaT5ktA21wUyWb8Axcie+UpKhbNwdqw1FKKiyNWnMCVocdSzdjJFnxJq76RCpH0yRxKJn3RSkAZ48qalGyLzvfkJLrYJLRNDsP1nDlY5+ycW8VN50xjIuP7YcQ0Cnop1DBInngQTTNggULuOuuu/j73//OZ599xksvvcQbb7zBb37zm0Y/M3PmTMrLy52fHTt2pLqZ6qOVm1FLMrAqfSJoo2ZkQ2kVAL275jR6jc2M+AxBNKLYQtQGY8yOpGkurBdUFzG3TsBq9z8/u/n8CobKuWZaENa5t6KWe99e72zC2x1mJAk3jaG4gLWZ/gshmD1nDdf+3xKu/b8lrNx5yFUgLglmpCMIWJtgBz/fXc5X//4xG/daa96jH23hs20HAUsvomJYL7SQGSksLMTv91NaWprwemlpKb17927wM7/85S+5/PLLueaaawAYM2YM1dXVfO973+MXv/gFvgYs3OzsbLKzs1vStPRHK05FpinibpqkQnvtVNgKT8JWMiOfbN4PwKTB3Ru9xu+uWBqpAxQ6QbTBTZVsJA10FAFr82P5060HWFdSyWWTBiQUR2tuIY4zIyr2PzmDdMeBGi775yK2H6jhf5+X8p8bTkyaGQKFs/AmsQZEoia3vrSKF5fudF7769sbnENZUi4KpRnipp/BprIqpv3jE6rqIowo6oxhwNqSSv7wluW5UDWSBlrIjASDQSZMmMD8+fOd10zTZP78+UyePLnBz9TU1NQzOPyx+g/KiQRVRivEa3WRuOArGWbEcIqEKbYIQZvEe5GoyZKt1snghCE9Gr3ObYwomwo7SWNs9a5yp0ptS9w0ppN9UrH+Q9LPYO7qPVz68Cfc/spqXl2+u0V6CVvAqmR4dxLM0Ma9VXzzoYWOYPOLPRU8+tEWwMq8WdCceJO4gFW5DKxJsKN3vv4FLy7did9ncMuU4fgMmL92L59tt5mB5seAw451QHZw9pw1VNVFmDCwG/++YTI/P3ckgBNNp2qOEWiFm2bGjBk88sgjPPHEE6xZs4YbbriB6upqrrrqKgCuuOIKZs6c6Vx/4YUX8uCDD/Lcc8+xZcsW5s2bxy9/+UsuvPBCxyjRSAKtiKaxTwOQXAbWePl0BRfiNmQe/GJPBZV1EbrkBDi6T5dGr7PdNKCgMdICN9WDCzbx5fs/5PJ/LcI0hRNN07+ZsF5QPftk8/WJ/rtyNzc+s4xITIH8t3c3OvkVmhOvAvhiY0BJN00zFP3B6hDfenghJRW1DO+Vz7e+ZCVI/Ov8DYC1ESVD0TsRVaqNgWaM0XUllTy9aBsAD3z7OG6ZchQXH9sPiAv5k9OMKLwONvEMFm7az9tr9uL3GfzhG2PpkpPF6SN6Mr64wLlGZWakRW4agGnTplFWVsYdd9xBSUkJ48ePZ+7cuY6odfv27QlMyO23345hGNx+++3s2rWLnj17cuGFF/K73/2u/XqRCWhFBk5bvBoM+JISYxodgp5sfjN+bcVu/r1kB3d9dQzF3fMcF83Ewd2bfA72IgQKGiNJsgKPvL+Z38+1KNnPd1cwZ/UeSistij4ZN028fLrKY6DhZ/Du2r388NllmAIuGteXBev2snFvFaXltoui+YU4Xp+o4/X//nc2sq8qxLBe+Tx/ncVUv75iN9WhFrgocLtpFIuoaqb/d7+5BlPA+WN6c+5oSzbwwzOH8+ry3URNQX52gB5J1GRRumBmI6460xTcNWcNAN+eOIChPfOtywyDH519FNMftaJZVc0xAq0UsN50001s27aNuro6Fi1axKRJk5z3FixYwOOPP+78PxAIMGvWLDZu3Mjhw4fZvn07DzzwAAUFBW1te2YhSTfF4VCUn724gj/MXdui7KtAvC6HkhtRcpqJ/67czc3PLeODDfv40//WAfDJ5gNA0y4aAAyDiLC+Xz1jpPm//+MfbeF3sQVpRFFnAH73xhqEsDLPJqOiF075dIXHQAMGaThq8qvXP8cU8PXj+vOXaeO5+uQhAFTWNV8gz4YvYG9EZjNXSkAT7NiOAzU8+clWAO748ii6dwrSvVOQK04c5FyTjF4EFM410wQz9PHGfby7royAz+CnU0c6rw8q7MTF4y12JBnNECjOjDTCEL+2YjerdpWTnx3g5inDE947dXghXxnfl7H9uzKmX1evWtpi6No0HQVJuClCEZMbnl7KC0t28vcFm/hoo8UIJFWXBlzJfhSchEmI995dt5cfPb/cufT1FbvZuLeKT7ckaYzQAepyNNL/bfur+e0bliHywzOH8ez3TiAv6GdPjBXo1635HCMAwl7olTRGGn8Gzy3ezrb9NRTmB/n1V47B7zO48qRBdM6Ok79JaUY6aBbeP/1vHeGo4JThhZx6VE/n9WtPGeLM/2T1Ag4zoppuqBF22DQFd71pjf3vnDCQwUec/n8y9ShOGV7I904dktRtjI7AjrkMsrLKOu5+02JDbzh9KIX5icEfhmHw128dy2s3nZxcIIMkaGOko6AZN0XUFMx4YTkL1pU5r/19wUYgeWakY8TXN9yXNXsquOGppYSjgi+P7cNpR/XEFPDjF5ZTWRehczN6ERuR2PdHVc0+2YhB8ef/rSdiCk47qic/OvsouncK8p0TBjrvJ+WiAccgVVLA2ohBXl0XcXQRN581nE4xA6RrbhZXnTQIgIDPoE8TYd02/H67PpGCzEgjY2D1rnJeXb4bwBEs2ujeKchvvjKak4cVMvWYhiMej0S8crNih5JGjLHHP97K6l0V5GcH+MGZw+p9rE/XXJ68epKjH2kOHSnxXW04ynVPLqGkopYhhZ347kmDJTaubdDGSEdBMzT93W+u4b8r95DlN5h14SgMA6cWQ1LiVTp2XY7Zb66lNmxyyvBC/jJtPD88y1qUVuwsB6yQ3mR0M8omfGpCwPz57nJeW2FtRj87d4TDgFxzymCyA9bzSibHCMQFrEprRo6YA//8YAv7qkIM6pHHtyYOSHjv6pOHMK5/Vy75UjEBf/PLnTsLr3LRfg30PxQx+eWrqwG4eHxfRjdAw399Qn+eumYSBXnJhaoLVUN7GziQvL++jN++8QUAPz7nKHrktz0lhK9DVO/2IYRg5kur+Gz7IbrkBPjn9OOVZj6agzZGOgqa2Iy376/hsY+2AnDPJeO56qTBnOs6BSU7QOPMiIqTsHFjbOGm/by/3vIX//bi0WT5fUwY2J3JLrdMMi4agEjMGImqthA38ff/w1xLG3PRuL4c0ze+GfXqnMOVMWbg2OJuyd3HSfik4hio/wx2HTrMw+9vAuAnU0eQdYTB0TUvi1dvOpm7vjomqVvY4d1+Q2CairEjR/RfCMEvX1nNsu2H6JwT4CdTR7TLbeIlAdSeA5vKqrjxmc8cndCVLn1MW6C2mybODv7fwm28vGwXfp/Bg9+ZwJCYaLWjQhsjHQHuRbGBk/F972wgYgpOPaonF47rC1i+QxvJu2lUnoQNb8ZCCCehz6UTByREDNzkomyTN0ZidTnCqi3EDRtjCzft572YIfbjc46q97GfTx3JW7ecyjcm9E/uPiq7aY4YA4dDFkVdHYoyvriA80f3afMtfFnuxHeKueqOcFM98fFWnl+yA58B9116bFKh20ndJjYGVA7tjURNvvd/S6istXJq3PW10e2WWdSJqFLaIPfzfwu3AnDruSM5aVihvDa1E1oc2qshAe5JccSE21xWxUufWdkGZ5wd34zG9i/g5GGFfLhxXyvcNApOwkb0Am+v2cuy7YfIyfLV8xefOLQHV500iJq6KKOS0IsAmLaAVdVIAlf/D1SH+OmLK4D6hpgNn89gRO/Oyd/HzsKrYkmAIyjqn/1nJat3VdC9U5C/fftYfO1QSyjgTnwXDkF2klobL+DaiJZuO8BvYoLlmecdzRkjerXfbZzwbsUMUpdBvmjLATaVVVOQl8U/Lp9AdqD93BOG0pWbrTGwq7yWTWUGQb+Pb00sltyo9oE2RjoC3GGGR5yM75u/AVPAWSN7JSS3Abj1vJH84NllXDA2OeGaT+n4+vqbcV0kyh9iOTW+e9JgenVJFCgahsGsC49p0W0ihh+EgtE0R/jLI1GTm575jJ0HDzOge16DrEir4IQ1KjgGXAbpw+9v5vUVuwn4DB687Lh2YwUSs/Aq9gxcc+D/Fm4jalpi7WtOaV/RorKJ71z9n7u6BIBzj+ldL3qkrXAS3yl5KLOeweKth4BunDy8kM45zWfV7QjQxkhHgPuU6nLTrC+t5NWYcPFHZ9ffjEb368q7Pzk96dsYziRUbBGCeuI9IQR3vPI5G/ZW0S0vi+tOHdrEh5OH6QhYFaPojzDG7pqzlo837Scv6OeRK45PWpzYLDpA4rta0zLCAWZddAyTknTBJYNAVnxjM1Vz08Q2xwg+3lm7F4CrThrU7oXPnMrNyrGDlqBYGAZvfW4ZI1NHJ3fQagl8KhdLjM2BT7aWA92c5G7pAK0Z6QhwMyOxzagmFOGHzy5DCJh6TFGDKvqWwp6EPhXDGo9w0zy1aLvjL//rt46laxI1N5JBNLYQm6qK93w+Fm3e79QbueeScS1zwzQHW8Ss2qkYnM14ybZDVIei9O6Sw3cmDWjmQy2Dz+cjKqzNPaIaOxYbAzsO1lJZG6Fn5+zkhcktuY3DjCjW/9gaUBc12FtZR+fsACcObT9D1IY/yw7vVtcY2br/MH6fwdlHF0luUPtBGyMdAW660OdHCMGt/1nF2pJKCvOzufOi0e1ym3iRMBU3ori/fMnWA9z52ucA/OzckQlJntqKqKphjS5m5I1VewD42nH9OLcdRJsJ8FkMi5JumtgzWLDeSmJ3zjFF7c4KGIbhRFSpapCu32vV2jl7VFG76GTq3cYJ71ZsM471vzpk/Xvm0b3aVStiw1CaGbHaZGJwwpDudEsivX1HgTZGOgKOcNP868MtvBbzl//9suPonUQyp2TgU9pNE2dGZr+5logpuGBsH65LMqtislBWwBobA8Lw8/YXpQBcMKadDRFUD++2NqH3NliZhc8ZlRqK2gnvVo0ZiekF1u21KvImm8SspXDcNKoxI7G/f1XMGDk3Rf23dUMBJddBq+9RfO1/EJEMbYx0BLiSL+2prGN2LPXv7RcczcTB3dvtNnFfqYJumtgkrAyZTjnw2y84ut1PxrabRrny6a6FeHd5LblZ/pSE8znFElVz07jC28uqrYy6k4a039h3wykJoFx4d2wO1EXpnBNIyKPTrrfx27lmFBsDwnbTWLWWThvRfoyoG76AuutgJGofSgymHpM+LhrQxkjHgOuU+vaaMqKm4NgBBUxvpyQ/NuxJqKSbJsYMrN5ThRAwul8X+nRt/7DLeF0OxZ5BbAzsrbI2yFOPKkw6ZLslMAKKClhduikTg7NG9qqX4Ky9oG5JAJui93HmyF4EA6npv6FqFt7YGDDxcepRPckLpib+IhA7lGUZ0YSDoAoIxQzkIT0706tz+zDiqkAbIx0BLr3A/JiKfuoxvdudFYgbIypS9NaisHJXJQBTUiTciiqefdI2RlLVf0PVYomu9gh8nJMiih4gipoiZuFsxkbKXDQQr9ysqjEiYsZoqmC7qwFlw5s75bZvOLMK0MZIR4BLL/DxJstfnorJ6HfKpyu2EYGzGX2+xxLvpWozVrZ8emwMlNea+Aw4K1XGiKpZeF3MiD8QaFfR8pGIKipgram12uPz+Tkthf1XNs+IGddLdE+hcNOXFf9u5fINxeaBv4nq5R0V6dejdIRNzxo+QhGT4u65DOvV/nUIDL9dJExFY8SahHVRQZ+uORzTN7mMqi2+jeLl000Mjh/YPXWLsaMXUGwMuETckwb3ID87dSmSnGgaxTaiSMw4yg5mOZWJUwFldUOuOZCVIhcVgN8ff7bKlQSIPQOfP/1ShGljpCPAVlCbllvmrJHtH9II8fh6nyES6+GogNhmFMXHWUf3Skn/wSVgVexU7PaXnz0qdcK1eF0ONTcigNHFqRGu2nB0Q4qxYyI2Jw1fapdt4WThVcwgdRkjwRTphQACLmZEtSy8hs2MpCCkWTa0MdIRENuIQ7FkTGemyF/q97sShynGDLj95alyUQAIO92+chtRPL/AGSn0lxuqFglzGSPBQGpPhU6xRMWYEXsM+BqoXN2eMFTNwusS8KZKvAyJzEg0Upey+7QKtjHi18aIhgzYG7EwyAv6UxbS6A+4faVq0ZO1dVZ7sgKpC2kEMA01K5ZGo3FmqGfn1InX4mGN6hoj/hQbI3FmRK05EGdGUrwR+VQN7Y2zgwF/aphRgIDfR1iomWvGiAn5/akeAxKgjZGOAFeim1OGF6Yk6yCA30VPRhSjJw+HrPYc1btLSkJabQhFo2miLmYklRS10QHcNMEUU9RRRRPfCWEzIyletu2yEIoZ5Hg0B/w+g2hsa1TPGLGegT+F/ZeF9OtROsKll0iViwYaKJ+uEmKTMDc7temPHTeNYguxGWNGTOEjK4Wnwnh9IsWYEXsjEgZZqTZGFNUN2cyIzVykCuq6aeLMSCrdNIZhEEbR5IfYmhEtYNWQAVd8/ZCe7R9FY8Pv9ztFwpTzlXrkL7dDe1XLsRCNndJNw4c/BfVIbPhUTYXtYgdTuRFB3E2jWmivrRnxp5gZMVQXsAojpQY5uEoCKDYGHDeNjqbRkAIRZ0ZSuRAHfIYj3osqRlE7wq0UnwjsHAvKaUbsU7HhS1kkEcRFzOppRuIUfao3oqiquWacsM4UL9vKMyNGyg3SqKLh3baBGNBuGg0pML1ZiP0+g0hsSKgmYMXxlXok3lMsmsiMaXiMFCc7MhQXsJr4UqoXAFeuGcVOxTYzYqTaTaO4bijVbhqIGyPKaUbQzIiGTMSouVQvxFb5dDXDGm16MtVuGlWzT5p20q8UGyN2RJVyie9cp+JUnwqVZ0ZSHdqraOI703SH9qaaHbNddWodypw8I9oY0ZAC200jvDgRqKkit59BINVuGkU1I7aAFY82IuWYEdPtqkztRhQvCaDWRoTHmhHVmBFHN5XiDKygbhZeIyZg1W4aDTlwZx5M+SRUlRnxJtmPXSRMNWYk6jkzYqpVsTTWFpHisE6Iu2lUGwN24j8jxXPANkZUK5YYjcZFzKkeA06xRJVSHAiBz3bT6GgaDRmwxZRe+Eqd8umKUdSGVzUZYsyDasyIiNp6gdRuRAnPVyXNhDv7ZooNctPJNaPWGLBLNKTaTeNzCmaq1X878Z/AIJDCiDJwu2lUmgPxw0FAu2k0ZMB0Zd9M/YkgJt5TTcDq0JOpjqZRs3y6V5oRd10OpZgBL0N7FY2o8qpIml0wUzVXnRmNH8pSGd4OilZudjFVgRQb5DKQfj1KQ0Qi7lOhN5Mwqpi/3Cs3TTyaRq2NyPSKGXHTvypFFLly7aRaM6JqFl4nvD3FmhHb2FGtPpHtqhQpDm8HV0kAldzVrizEAXcdsTSBNkY6ACJRL900CvpKiRsjgVRXq3QiCdTqv+nKM5JKBALxujdKjQHTO3bQcdOoZIyBZ0XS4vWJFPr7A9HYoSzV4e2gaBZetzGiq/ZqyIBdJ8b0wFdqomaOBcOrNMg+Nety2C6DVDMj/kAA087CqxI75mHCq3hJALWYAZumN1LspvHZbhrFmBGbHRSeGiMKrQOu8RjQVXs1ZMBmRgSppyejhtrRNCkXbilasdR0KrammBlxJb6LqqQb8lDAGo+oUmsOILwJ6/QpGt4djyhL/UZsqpj4zsWMZOloGg0ZiNrMiAeT0BGwqnQiAHweCVhVrVgaZ0ZS23+/uySASm4aO/GfMMhKMTuoamivE1GW6gysimbh9UrEDfHQXqVEzAluGm2MaEiAHdJGilkRcBcJU+hUDPgczYg3dTnUyz7pDTOSUBJAocrNUQ91U3YWXkMxgzxenynV4d2xYomqGSNO4r/Ub1tKlgRIELBqY0RDAuxoGuEFM6KicAu3ZiS1KnLbH69akTDhUdViv2HEK5Yq5KqLuMLbM9VN41VEmZ34LouIUonv4oey1G9bporrYIKbRmtGNCQg6mhGvGNGVHXTpNxXagtYlTNGvGFGfC43jUo5FmyXkRehvaqyY17ppnxug9+1AcqGVxFl4DqUKeimMYWhjRENOXAyD6b4VAwqMyPWCS3VC7GhaGivV5oRiNcnUqlycwIzkmKDTChaudlO/OdLOTPiMkYUWge8iigD11qrUP+9jCiTgfTrURrCSc3uJT2p1IlA4MebPCPxImFqnYqFkwo89WNARQGrmx30pVjAGk98p9YYiDMjHhojCq0DphQ3jTr9x6la7AE7KAHaGOkAiNdk8E64pdaJwFWTIcVumrhmRK2NSHhVmwc1U2GHwzFjxIONSNUsvN5pRtzGiDpjIGq7Kj0YA/Y6qBQ75jAjqRdxy0D69SgNEfWofDwoeiJwGQZZWd7U5VBNM2KfilKtGQE1i4RFPUx45dQnEur0H9zl41Mc3p3gplFnHggv18HYGBCqGiO6No2GDJgS3DQqnYi8DGnzKVo+3WFGPFiIHQGrQtE0XrKD+O1TsVpjwGFGUswOBvx+IiKmG1LIIDWFdwa5k1hNpTEgtJtGQzJMDzMP2sItpQSsrgUhmOVNaK9q5dPxKLQX1Mw142hGPDDIDSeiSqE5QFzE7U8xRW/lmrHDu9UZA06uHS8ysNrh3Qqtg9GoixnxwiDzGOnXozSEtwLWGEWtED2bmHkw1amw1SwS5ghYPdSMqOSqi3joplFWwGqHt6faTeMzCDvh3eqMAeFl0jMFdUPxgqmGdtNoyEHUw0lo+tSLpom6FsRgipOeoWj5dJui9XkgXHM0Iwq5aeJF0jzIr+BXM9eMnYXYn2LdVMBnOOHdEYWYEa8S/4GaJQHcBVO1m0ZDCuIhbV5OQnU2orArxDTVSc98itblcFKBe5prRp2F2DHIPUj8p2riO6/qM1nMSMwgDauzDti6KU+iaWwRs0LroJ2J24tcOzKQfj1KQ9gnAi9U5PFJqM5CnGCMpFgz4lOVGbH95R6UDjdVzMDqoavSF1AzA6vPo1w7fsNQMrzb1s55MQectVYhV527envKc+1IgDZGOgDsU6GX8fUq0ZNh1+ks1fH1vkA2oJ5mxHbTeMGMmArmmol66abx2Ynv1BoDtoA11ZoRn6ICVvtQ5oWAVU1mxLuyIDKgjZEOAGcSesKMqBfaG4lYJ8KoMFJfm0XRiqUIb1KBg5p1ObzMvhkvCaDWGPB5VLUXXOHdCrnq4iJu7wSsajEjVv89CW+XgPTsVZrBtDcFT1Tk9olAoUkYE1KaHgxXO4dDgKhSFUvxKPsmuMunq3Mq9lLEHS8JoM5GDG43jYf1icLqjAE8PJTZNaBU0g050TReRJRJQHr2Ks0Qr9jqpa9UHWYkHNuIvJiEvlgGVuuG6hhkhhNN48FGpKKA1fSeGVFpIwLwG7abxgN2TEHdkJeJ/4RfPTdNPPGfdtNoSILpaEZSvxGhoIDVU2bEHTap0DOwWZpUF0kDNesTeZmF2FAwC6+d8ApSH1EG7pIA6swBL4tF2gc/tRhiD+szSUB69irNYHpYl0RNN008DXKqoWqRMJsZ8XvAjKhYnyjqYXi7im6asCvnSyDFEWXgKpaoUK4ZhJfaOfXqE9lzwItDmQy0qlcPPPAAgwYNIicnh0mTJrF48eImrz906BA33ngjffr0ITs7m6OOOoo5c+a0qsGZCC8FrLabRqVU2GEPmRE7msa6oTqbkZeaEdMR76nTf+GhQR7PwquOQe4Ob/eCHYsYCrppTO/cNPFcM+qMgaiHIm4ZaPEx6/nnn2fGjBk89NBDTJo0iXvvvZepU6eybt06evXqVe/6UCjE2WefTa9evXjxxRfp168f27Zto6CgoD3anxGIZx70okiYem6acMQ7Fbnf55oSCjEDdipwLzQjpiNgVWcjinpYn8kxRhTaiMJh7xL/AZioNwaEhxFl8WKJ6qwBXtZnkoEWj+p77rmHa6+9lquuugqAhx56iDfeeINHH32UW2+9td71jz76KAcOHODjjz92ElYNGjSoba3OMDgCVg82IhXrckRjzIgXk9Af8BEWfrKMqGJuGjv7pheakZgbQKGFWHgZ2htz1fkUYkYiLsPYC3YsagRAqKUZsQXlXuTaUVE3ZLurdWgvFsuxdOlSpkyZEv8Cn48pU6awcOHCBj/z2muvMXnyZG688UaKiooYPXo0d911lyu9c33U1dVRUVGR8JPJsPM9eOOmUc9XGvGwfLy7LodKm7HhYY4JoWBElelhRJmTa0YpzYhrvfSkYKZ6ImbbVWl4kGdExZIA6e6maVGv9u3bRzQapaioKOH1oqIiSkpKGvzM5s2befHFF4lGo8yZM4df/vKX/PnPf+a3v/1to/eZPXs2Xbt2dX6Ki4tb0sy0QzykLTPDGqMexte7K5aqRFEbeMiM2OyYQqdiL0XcKmpGIi7NiBeuqqiCmhE8DO01FCyWaLsq09VNk/JemaZJr169ePjhh5kwYQLTpk3jF7/4BQ899FCjn5k5cybl5eXOz44dO1LdTKVhU9SeMCN+9dw0XtKTgYRU2OosxHE3TeojKczYqRCFFmLTw5IIKhZLDCcYI14yI+qMATyMKIsnPVNnDJiR9DZGWvRXLSwsxO/3U1pamvB6aWkpvXv3bvAzffr0ISsrK8HPefTRR1NSUkIoFCIYDNb7THZ2NtnZ2fVez1jYCa88yTyo4InAQ+GW32dQa2efVOhUaDMjXrhpUHAjMj0sFulzNCPC0il4cQhoBm4BqzfGiLrMiN8DN42aDLF20zgIBoNMmDCB+fPnO6+Zpsn8+fOZPHlyg5856aST2Lhxo+PzBVi/fj19+vRp0BDRqI94TQYPBKwq0pNOsp/UbwoBn8+py6FKkTDTFBheJj1TkBnxMrzd52afFNENuQWsXqTEd5gRhXRDXob2qihgdSLKtIDVwowZM3jkkUd44oknWLNmDTfccAPV1dVOdM0VV1zBzJkznetvuOEGDhw4wM0338z69et54403uOuuu7jxxhvbrxfpDju014ONKH4iUGgSOhVbPUh65hKwRiNqbERh08TvYV0SfOqFNcZLInjnpgGUEXDaGVijHm1ETuI7BV2VXhzKfLF5plLiO9tVKbxI8SABLf6rTps2jbKyMu644w5KSkoYP348c+fOdUSt27dvTxBaFhcX89Zbb/GjH/2IsWPH0q9fP26++WZ+/vOft18v0hxe1mRQsXx6xMPy8QGfQVj4wVCnSFg4KjwtkuZkn1RkIwZXNI0HY0DFLLyRcDzxnxdOI9sYUYUZsuCdm0bFdTDd3TStWtluuukmbrrppgbfW7BgQb3XJk+ezCeffNKaW2ngTgXuHT2pUvn0eBh46pkRn8+Ip8JWRDMRjpj4DNtN44UxEhMxK7QQ25ui4cEcCCQYI2rMg7DHRdLilZvVGQNGzCD1Is+I7apTKdeMXb3dCxG3DKRnr9INHtKTtptGpROBGfVOMwI40TSmIpqRcNR0mBEvDNJ44juFxoCtF/CCGfH7iYjY0qgIO+Rlrh1wlwRQo/8WvFwH1cvC6xRL1MaIhix4KdzyKVgkzGt6Ml6XQw1jJBSNa0Y8eQYKZuF1BKweUPTu8G5V3BS2fsmLXDvWfWKaEUX6D95mIfYFrOAKlcK7TQ9LIsiANkY6ADx10yiYCttrY8RUzU0TFVaYKXgTZupk4VWj/wDCw/B2f4IxogYzYEfTeOWmwVAv8Z2366C6DLFmRjTkwcNJ6PMpSE86OSa8YkbUKp/udtN4shDZEVWKbMQAeChgTWBGFNmMo7GEV6ZHp2IV3TR2eLvfAxG3X8EsvKaHEWUykJ69Sjc4yX488JU62SfVWITBfSLwaCFWjBkJRcw4M+KJm0Y9EbPDjHhgkLuZEaHIZhzxWMDqMHCKuGmEEDiaEU9KAsSYEUzHEJYN7abRkAohhCu+3ouwRpueVGcj8pqetOtyqFKbJpygGfEiC6962SfjuikvNCO+eEmAsBpjIOrxHHBKAqhijJkinmvHkzwjrgzgihhkdp4Rrxhir5GevUojuPUCXqQCN/zqCbfimhFvTgTqGSMCw2FGPDgZB+zQXnXGAB4a5D5fPKIqqsgYsAvlmV4t2YqJmCOuOeBFrp2ExHeKGCOOiFtrRjRkwB1J4c2JwHbTKEhPenQiiLtp1NiIEpgRT+oT2ZoRNRZhwMn3YbctlQj4fESEWrohr8M6haGWZiTkcXh7gktckWfglFRRoFZSKqCNEcURjng7CVWsy2FGvXNRAESdhE9qLEIhzwWsFjumkpvGNkb8Hhik/oTKzWqEd8dLInhkjCiWa8YyyL1kRlx10xTRjpmaGdGQCXckhc+DU6GKqbBtzYgXRdIgHrEgVKlNE3EbI14wI9Y9VKpPJGKRFD4PXJXuaBpVRMymh5WrAeUS34WjplO52ovNOOHgp8gziBeLTM9tOz17lUYIeUzRq+grjavIPU74pAgzkpBnJFOZEQ/zjPjcxogizEjEKYmQmcxIxOM5EPD7CAm1cs3EQ3u1m0ZDAhLFi16cCBSmJz2ahFHDMshUyT4ZMU0ChocGqYLl070Mbwdc9YnU2IiiXjMjtrtWEYPU60OZ5apTq1ig8Hgd9BraGFEcYY9TgfsDAUwRi9hQ5ETgZfl4cNXAUWQjCoVdRoEHY8CpT6RQrhknmsajMRBVLPGd1+wgiomYLTeNh8yIz0fE3h4VOZTpaBoNqQhFTPyGd8ZIwG/EJ6EiYX02Q+GdZkQtN02coscjY0St+kRCCE+zEANEUWsMeF4kLZZnRBljJCI8FXH7/eqVBHBy7Xg0B7yGNkYUR8h9IvCCojcMh6JWhZ60F2KvjRFV+h9xC2m9MEYCahkjbs2MFxVbQb2SAI6Q1iuK3taMqDIGTG8T/wXcbhpFDFJT6HTwGhIRjsiYhGoZI3FmxCOK3qfWIpRgjHiiGbF0QwFFNqKIayPye6UbIqYbUqRyc9RrN40tYlaEFQhHTHyGh9o5n0HIYcfUGANOrh2dDl5DBsJR4a1mxGcQVc5N4zEzYqfCVmQRCke9ZkbsLLxqGCMWRe9dFmKASIwdU4cZ8doYsUXMiowBj7MQB3wGYcUS39maEa90U14jPXuVRgh77KYJ+BVkRjwM6wQwfdZmbJhqGCORBAGrF+HdtjFiKmGQhhJy7XhrjKBIaG/UY2NE2GUhhBobsddZiH0+g3CMGYlG6lJ+v2Rg59oxtGZEQwZCHhdJS2RG1DBG8DikzUmFrYibJiqJGbFuLv8ZWIn/YguxZ8aIxQyYirBjTipwj4wRR8SsyBrgHgPeRNPEjRFVcs3Y67FXBrnX0MaI4kichF7Qkz71sk967KaJxtw0hiL+8khUjmYEUMJVFfY6HT4uEbMiG5GT88arjciJqFJjDlhuGm/d1WF7HQwrwox4WLlaBtKzV2mEhIXYo2Q/UWENC1USPuGxr1QYtmZEjf57HU3jU5IZ8dYYiVduVsMYseszeZVjwlDZTeOJkN8XZ0bCaoyBeOVqbyLKvIY2RhRHKOJt0jN3NE1UMWbEq0lo+lVjRmJF0jA8Ycf8gQBRO/GdAptxKOJOBe5tFl4VjDGIR9N4FtYZyAbUycIb8thN4zMgLGLGiCJjQHic+M9rpGev0gihqDvZj1eaEXVU5FFTYAiPNSNOwif5/QeIRmxjxJvpGvDH/eUqJHzyOgsxqGeMCCe015s5YOeaCSjEjHhpjBiG4YiYVWDHhBCea+e8hjZGFEdCxVYvoml88QysUQWq1roXIc/cNHbCJwUWIfC+Lonf53NyLKiwGXsdUQbqhXfbob1eMSNxN438NQDsQnn2OujNM4jEcs2oIGCNmvHQZq+yEHsNbYwoDq9PBAnMiCIbkX0q9sxX6uRYkN9/iAtYvTJGEhLfKbAZe51rB1wCVgX6Dy5mxOfNHLCLJWYRhlhIqUx4vQ5CvD6RUEAzEjFdWYg1M6IhA+GouzZN6gehYRiOOyCswCQMR4WTedH7PCNqnArjOSZSrxcBO5JAnc3Y64gyANOnjpsKXJWrvRKwukXMCsyDkAQRs5P4Lio/msbdf6+yEHsNbYwojkTNiDcLse2mqA2pshF5m/AKn1qpsG2KXnikF8hya0YUYcd8HhrkEA/vFgropsAd3u7Nku2LCVgBNcZAxFvtHMRzzUTDKvTftQ5qN42GDCScCj0TcFr3qa2TPwlDEe9PRJ3ycgE1fMUQZ0a8ErD26ZpLKBZJUFFd48k9m4KM0N5OuXkAHK497Mn9moXpbRbiou6d4/9RgB2LmN67aYJByyArr6r25H5Nwe2m0QJWDSkIeVwoD3D80nWKMCN+j42xfj2shTiqSLIjR0js0am4U3bA0c3s2lfuyT2bQshVtderMdCjSz4ANYfVMEa8ZkaG9+7m/K7CZux1aC9ApzzLID1UqUD/PU7xIAPp2as0QkIkgVf+YtsYqVPBGPHeTdWvR1cARCSEacoX7zkVWz2crv6YZmD3gQrP7tkYwhIW4p5dOwFQW1vryf2ag+lxWGd+TpbjqttcesiTezaFcNhVtdejZ9AlxpAeUsAYS9wHvFkHvYY2RhSH1wWiAAy/zYzIZwYSKXpv+t+7exfAqlq765D8k7GjGfGQns2KUdQlBxUwRhIWYm+eQa9uFjsWDtUSiWU/lQqPc+1APAvttr2HPLtnY4h4XJ8JoGtnyyCtVMJV6X3iP6+hjRHFEYp4H9ZoMyMhBaJpQhISXgWyrI04iyjrSys9uWdT8LpiK0AwOweAvQfl919G0rNunS03jV9E2bpf7mYUNYUTXutl9k0RE3JvLzvk2T0bQ9RdPdojZqAgZoxU18g3SBOjKtNz207PXqURZLhp7HweoZB8AWs44n3CK2IJn7KIsE4FY8Tj7JsA2TmWMVJ2SD5FnaAZ8WgjsuvzZBkRNkgeA25jzPCwLomdhXXnPvnsWCTsZka8mQedY5oRvwhLN0itfUAbIxoSIcNN44stQqrkGfFcwBtb8LOIsKG0ypt7NgGnerKHi1BejuUvr6urZX+VXHddxL0Qe2yQBomwXvIYSAhv93AM2OG9uw/IFzHb9ZkA7w5lgfihRL5B6r2I22toY0RxyFBR29kXwyowIxJU9AnMSIl8ZsSp2OohRe93MQMqbMaeRxK4DNL1e9XZiLzUjASyrDFQU3OYA9VyDyZRCcaIsw4oMAciMuaAx0jPXqURQgn0nDcLkT9gLcQRBRI+JWRe9Gozji1C2UaEjWWVls9eIkzTe2YEJx14hA2SN+OQDPGeX51TcURG4j/czIB87VRCBXHP2LH4HJBtkMoIbfYa6dmrNIIMN43fdtMokPRLDjOS5fwajUTYtl+ubiJqeuyigCPcFLKZAe+Tntn9DxBly75qwhIFjNI2IvsZKKCbkeGmiRsjUen9D0eF1oxoyEU4KvAb3i5EgZgxElEhDbLHtXkAZxGG2KlIMkUrYqdCr+qSAAmbsez+W6mwvRYxW3Mg24gSjgq27pNnkMooFAgkMgOSx0A0ItFNQ0S6QSrlUOYx0rNXaYRIxHsVuW2MRFVw00QkqMhdxkhQAZo+nn3TS2bE5aYprURIrNwqkxnJ9VuboMzNOCGizkPdkErsWFRCnhG7/zk+FQxSrRnRkIxEY8SbsMZAlkLGiPtU6FmhvHj4pOzwXtMUTsIrT5Md2RuREeFgTZh9VfJcdiFX5WbPsk/64swIIHUzllGfCXCeQRZRNuyVzIyYdn0mw7sxEDPIuwStsSfXIBXepzjwGNoYURwJKnKPBmGWbYxE5ZcOT6DovVqIDcO1EMsN7w27CoTJYEZ65FgLv0x2SEYWXjczBEgV8UpxVYLzDIJGhAPVIfZJDPGWkfjPXgM6B2xjRPYc0G4aDYlITIPskZsmFtJnRsJS6XmQtBGBS7wXZfO+Kmn+YrdewMvQXnsj6plnGSOyF2LvQ3utv78/ZozIPBVHTOF54kPAeQa9OlnzTuYYsHPtCAlrQF7AGnsyDVId2qshHTKEW8EseyE2qQlFm7k6tUjciDwsEBXbjAuClkEgK6LGnYHWW2bEGgM9cq0xt7FM4mYsI+FTrP8+03JVbtlXLS0luBR2EJw50K+z9cw3SXTVRKPy1oBcn3XvjRL7H0ooGKrdNBoSYEqIrw/E8oz4iVJVJ9dVI6N8POBsRn3yrSmyt0IORZ2QClzCqbhzlnXvskp5FH1IioDV2ogMYRIwTKKm4ECNHN1MSEJ4P+CMge5WZQD2ShwDtptGSJgDQcNaA2X2X0ZZEK+Rnr1KI0RM75kRI7YQB4hSWStXxColkgLimolc6yS2X1IGysSkb97rBexTocwMnLJzzfSKjQFZzyCxYqv3c6BzlnVvWXMA3In/vDfG/MJaAw/VhKWxYxFZDLGH0MaI4ohK0IzY9/FhUlkrlxlJpKi934wLYwJOWfVZpG1EMfFejs8yhvdLjKaRI2CNh3f37GQ9d1nPQLZB7hgjUgWsMvpvMcQ+M+Ls//LYMXdEWXpu2+nZqzSCmRBN49GfK3YCD2BKd9PIyEALOJtRQY7sU7GsjSieYwHknorDEe+r9trGGECvvJgxkqFjoFMsmkQmO2bKiKaJ9d8ww3TLs36XuQ7o0F4NaYiaAhFLeOWprzSWZ8NvRKmSzIwkCre8X4i6ZVsLwD5ZbhoJhRKBeAbSmDFSfjgsLaJIiqvK53PmQc+YMXIg09gx2xjxW89epkEalVC52mHHoiG6d4oZI7LYMVnrgIdIz16lCRIjSTy0hmOLcACTSgWYETmhvbFoGquKurxFSJZwzUmFHcUXIyMOSjwVyjHIrGdQKFk3FJasG8oLyHfVmcLjYpkQ1w1Fw/SIGSOyDiURU9KhzEOkZ6/SBCFZi7DPFU0jWzOSIF70ULgVo+m7xg5H+6vlnYpluqmMaMihqGVuxoYM3VBsDHTPtf4r1xiRpxuyRcyy2LGoKTBiQn5DgoCVaIge+TYzImcdSCyWqN00Gh4jHDExDAl+QtU0I4a8zdhOBZ1xG1FMvEc07FDU8gSccgvF9YixY7IEnNLSwcfmQLYv6pwDDkoQcEqrzWPrhswIPWRrRmSNAQ+Rnr1KEyRk35TgplEiz0hEVvbJWF2KWJ4NWRtxKGrik5IKvP6pUB47JMsgi+mGYonf5Ib2ynNV+sww3fPkGaTuv7+3uXbiIubCmG5IrptGR9NoSII0X7mjGYnKD+2VpZuJbUT5MYJAFkUtL/tmzBgxw/ToZFED8k6F0XhYowTNRIHjqpO0EclyVToGaZwdkzEGIpJdlRAviyBLO5bgpvGSHfIQ6dmrNEFIGj1pMyNquGlkJnzKC5hxAacUilpIFS+q4KZJKBYpwSDrarvqJIqYpW7GrmgSGcXy3AJeGVmIwS1ilsQORkwM7aapjwceeIBBgwaRk5PDpEmTWLx4cVKfe+655zAMg4svvrg1t804yIumsTUjUaokZ2BN8JdL2Ix9rhwDsihqObV5GnLTZJoxEhMxxzQjstgxaQmvHN1QiMJ8eexYSFZEmc8PWHOue478iCod2nsEnn/+eWbMmMGsWbP47LPPGDduHFOnTmXv3r1Nfm7r1q385Cc/4ZRTTml1YzMNIVkUvZNnRA1mRGZYZ4KSXvpC7H0kCdGQE9Z4QNKpMLFytffGSL7flBreLDu8W7abJlHA7OEcMIx4wchYfR5ZrspEzYiOpgHgnnvu4dprr+Wqq65i1KhRPPTQQ+Tl5fHoo482+ploNMpll13GnXfeyZAhQ9rU4EyCNHpWIc1ISHJdDhUoapmRJETD9IidipVw00hwU/hEJO6qkmSMyNRNuQ3yfRLGQCRqykuFbuuGYsbIoRpJ7FhEF8pLQCgUYunSpUyZMiX+BT4fU6ZMYeHChY1+7te//jW9evXi6quvTuo+dXV1VFRUJPxkIkIRSYluXNE0so0R2amwiUakCjgTBKxS9AJyT8VRU2AI1+IvOQOnHFedrCzE9ZN+yWDHpLlpwBVVh/TwZu2mcWHfvn1Eo1GKiooSXi8qKqKkpKTBz3z44Yf861//4pFHHkn6PrNnz6Zr167OT3FxcUuamTaQln3UlYFVBTeNHM1IA5qJjNqI4sZID8msgGOMgbTNOM6MyBVwyjNIJRrksqJpIKFyb3eJuUYSMrDq2jQtR2VlJZdffjmPPPIIhYWFSX9u5syZlJeXOz87duxIYSvVRaKbxmvhVjzPiBCimQ+kDok1Gbw3yBJOxZI0IzJzTFjGmLURyRBwWnoJNzMiSTcjUcApOwuxfIPcPQc87D8ow46FIm5XlcfPwCMEWnJxYWEhfr+f0tLShNdLS0vp3bt3ves3bdrE1q1bufDCC53XzFjht0AgwLp16xg6dGi9z2VnZ5Odnd2SpqUlpAnXXMxI1BTUhk1yg3Ks8VBUVtIzFzPQxd6IZGlG5GpmCnKz8BlgCkvA2atLjmfNSDgVgzwRs1Q3jdzwdqXYMUluGks7FWTDXpnPQLtpHASDQSZMmMD8+fOd10zTZP78+UyePLne9SNHjmTVqlUsX77c+bnooos444wzWL58eca6X5JFnWRWIIAlHKyskxfeq0KOBdkbkSGDHbP7L6L4EC4Rr7fPoJ6bRlKhNKnsWERWBtb6rIAcdkxS/+GIqLLYoUSKkD39M7C2iBkBmDFjBtOnT+f4449n4sSJ3HvvvVRXV3PVVVcBcMUVV9CvXz9mz55NTk4Oo0ePTvh8QUEBQL3XNeojHBXxuiwSmJGs2L2raiP06uzd7d2Qfio05Yc1ZssUL4LzDPZVhTx/BtLqskBiFlonokiWZkRuFt6CvKA8dkxWigNoUMgtwyBNzMKbnpqRFhsj06ZNo6ysjDvuuIOSkhLGjx/P3LlzHVHr9u3b8aVpulqvkVggSkLSM9sYkShiDUdNfAG5As5CJ6xRQiRBxCRXxiLkyj6ZqJvx9hnIpehd7FhXmeJFWRFlcWbI7zPolhdkf3WI/Z676mQapIluGpClHZMkZPcQLTZGAG666SZuuummBt9bsGBBk599/PHHW3PLjIS8DKwxN42LGXFDCEE4KggGUjsp7Pv4AjI1IyEnkqCiNkIoYhIM+Kiui9Apu1XTp0UIJxTKk5MKu6FcI6GI1aZUjwFpCa8goXJxjyPYMSEENaGoN2MgIqs2S9xFAdAjP2aMxMbA4VCU7IAPny+1gsqwO+GXpGiaRHetZZCbpqAu4o2eTmtGNKQiFJGUCtxJB2/du9LFjAgh+NbDn3DS799hc1lVSpsRjloLkJyFOB5NYws4wcox8NJnOzlm1lvcM299ypuRwAx4zo7FOp2QhTVEVV2EU//wLuff90HKM5KGpSa8aijpl7UR/eGtdYy783+8unxXypshLc+Gq/9AAju2uayK8b/+H9MfW5xyDUlYqquu8Yiq7z25hIm/e5vPth9MeTMistYBD6GNkRbiUE2IHz67jGcWbU95yGvYHUkiIwOrYQlY3czIprJqFm05QFllHdf+3xIqUli7xl7kZOfZ8PmMhLC+5z+1Qs3vm7+B11fsTmkzEpkBeZux21/+3roySipq2bi3ihuf+YxICjejUIKAV96p2M2O1Yaj/HvJDiKm4KcvrmTlzkMpbYYKWXiBhOR/ry7fTV3E5IMN+/j161+ktBmqRNO458DeylreXrOXyroI1z+5lNKK2pQ2Q1q+IQ+Rnr1KIf73RSmvrdjNbS+v4ruPf8qOAzW8unwX0x9dzPf+bwnlh9tvc66ui8hZhFxVeyFRMzJ/TTyse1NZNbc8t5y9lbU8u3g7v3h5VbuyJfWNETkJnyB+Kty8r4ol2+InoZ++uILPth/knbWl3P7KKp78ZFu7NiOkhGYiUcDpHgMfb9rP7+asYePeKh54dyO/eHlVu2prEvPMyNqIIgns2IJ1ZU5UUShict2TS9myr5rXVuzmZy+uSHg+7QFp7NARc8Cda2T+2ngfn/xkG88s2s7yHYf4/dy1zH5zDbXhaL2vay3kakbiIt5CV//fXRuvxba3so7rnlzKrkOHeWbRdn7y7xWs2lnebk0QQhyxDug8IxpAaXncAn53XRmn/OHdxPf/tYj/u3oSXXICLFhfxoK1e7l00gBG9u6S1PdX1UWY90UJzy3ewaItBzjHJ69qr19EnTbZmB+bhJcc359Xl+/mnbV7mfi7eKj3/74o5dlrT2BYr3wiUZO3Pi9lQPc8xvTvmvTtyw+HeW3Fbp5ZtN1qh+Q8G2CfCqt4+bNdRE3B8F759C3I5b31ZXzt7x8nfHRfZR0/OvsoAFbtLGdNSQUXjetLTlZyf8NI1OTjTft57tPt/O/zUsb5ZG/GYXp0ygOgrKqOxVsPAHD1yYP514dbeOyjrTz20VbnY59uPcAz155AYX42FbVh5qzcw8TB3RnSMz/pW+88WMO/l+zkhSU7XAJeecyQzY7tqwrx7yUWM3b6iJ7sOFDDprJqzvjTAudjLy7dyV+/dSwXjuuLEIKPNu6nsjbM1GN6J62vqA1HeXtNKc8u3s760iqMoGQ3jYiHd3++u5zVuyowDLjqxME8+tEWbnt5VcJH1+6p5B+XTyAny09JeS3vrN3LlFG96NU5OeGrEIJ1pZU8t3gHL322kzOlMyNxdqz8cJi5q62M49+Y0J95X5SyfMchTrr7Hedjb60u4YmrJ3LcgG5ETcHc1SV065TFiUOTT/5ZfjjMf1fu5tnF1jqoo2k0ElBaaRkjF4ztw6a9VawtqaR/t1y+PLYvz3+6nRU7y7n8X4vIzw7w8ab9ADy9aDs3nD6Ub08awOItB/h06wH6FeTx9eP60atLDpW1Yeav2csbq/bw3voyRxzoM2B8v85QhhQ3jc/OMxJz0xyqCbE0xgr84MzhnDSskJufWw7AuP5dqaqLsKmsmksf+YQZZx/FPz/YzKayagwDrjhhID89dySmECzctJ+Kw2GmHF1EN1f+gnlflDJn1R4+2FDm6EWCAR85ASDq8TM4khmJnYreXWcZY1NGFXH9aUP56t8/YnNZNb275DCmf1fmfVHKX+dvoCYUYU95Lf9duQeAh97bxN1fG8txAwpYsfMQK3aUM6Z/V44f2A3DMIhETRZvOcAbq/bw1uclCfk8+hQEoQa5monY32nFjkOYArrmZjHzvJF0zglw79sbyPIbnDi0kLUlFawvreLbj3zCJccX8/cFmzhQHSLo93HjGcO44fSh7K+u48MN+/D7DM4eVUTnHGvB33mwhjdXlfDGqj0s33HIacaEPD+YEvrvq2+Q7qsKOWPgK+P7Mq5/AV/9+8eUHw4zpGcnenfJ4eNN+7n5uWXsPHiY99bv5ZPNlvE2cXB3Zn9tDP0Kcvl06wE27q3ipGGFHFVkxc3XhqO8t76MOav2MH/NXucQYBhQmOeHWqSsAyDAjDrs2HvrywA4triAX375aEora3lj5R46Bf2cMrwnC9bv5b31ZVz35FJG9+vCvz7cQm3Y5O43A9x+wSi+eXz/mLt3Pz06ZXPmyF4EAz6EEKwvreKNVXuYs2oPG/fGWdbCzgEII5UddCf/s5/BlScO4uLx/bjyscVETMHY2KFr5c5yrvjXYn5yzlE8EzMoAS4a15c7LhxFMODj4437Kauq46yRvehbkAtY6+DbX5TyxpHroN9Hlk+AkPAMPII2RlqI0gqLgp48pAf3ThvPln3VDOuZj89n8JXxffn2I5+wMkbRBf0+RvfrwmfbD3H/Oxu5/52NCd/1p/+tY0y/rnyxp8IxQACGFHbiovF9ueT4YvrurIMXkeKm8TnMiLUhL1hXRtQUjCjqTHH3PIq75zGydxfycwL0K8jlQHWIbz/yCWtLKpn5knVSys8OUFUX4YmF23hl+W6q6iJEzfgEmzKqF7VhM2HiAYwo6sy0LxXzteP6kf0XLGPE02eQuBEVxjbjWNOZcnQvuuZm8eqNJ7H7UC3De1lj4OH3N3HXnLU88sEWwNpIOmcH2FxWzSX/WEjn7ECCIHhwYSeOHVDA++vLEgyQgrwsLhrXl0snDuDo5R/AIiRoJuqHNdr9P2NETwJ+HzefNZxzRvWmf/dcuuRksWVfNd96eCHrS6v47RtrnL4cqgnzl7fX868PN1Ph0iDlZvk5e1QR2w/UJBgghgEnDO7BtyYWc16vA/AwUpkhiLvqTGEdFE4/qhfdOgWZN+NUquuiDC7shGkKfv6flfx76U5+P3ctYBnUfsNg8ZYDnHfvBxiGldDQxrjiAgZ0z+PdtXsTWMi+XXP4+oT+TPtSMf3/8xfYicSIqrhBao+Bs44uwjAM7vvWsVx/6lCGF+WTk+Vn4ab9XPX4Yt5bX+Zs2t3ysjhYE+Zn/1nJb9/4ImEMdO8U5IwRvVix81CCARL0+zhzZC8unTSAU6oOwGtI1Q252TFTQJ+uORzTtwuGYfDOj08nK2DQp2suNaEIVz32KYu2HOBXMT1N55wA1XURXluxm/lrSqmNmM46eIcBpwzvSZbP4P0j1sGjivK55Phivn5cf7L+rI0RDRf2xoRKRV1yyPL7nFMNwNF9uvDMtSfwsxdXMrwonx9NOYr+3XKZu7qEO177nLLKOo7u04VJg7uzcuchPtt+yFmAh/TsxAVj+nD+mD6M7N0Zw/YL7pCnGfFhiQdtZuTtmC/8rKN7OZeO6B3vf/dOQZ659gSmP7qY9aWVXH3yYK4/fSgrd5Qz8+WV7DhwGLA24JwsP2v2VDBnVbzA4lFF+Zw/pg8XjOnDcNdzRcgX79kUrfV7kPHF3QDonJPFiN7xBGHfO3UoPsPg7jfXMnloD2aedzT9CnKZ/eYanvt0B5V1EbrmZjG2f1eWbjvIln3VbNlXDVib9tRRvTl/bB9OHNqDLH+sv8ti/ncFKGobZx1t5RUyDINRfeMuyMGFnXjue5O5/F+LqA2b3DJlONO+VMycVXv49etfsL86hM+Asf0LqDgcZnNMa2F9F3xpUHe+PLYP5x7TO57LoiSm0ZG4EUGcHQM4fmB3h9Xr1TkHYsPV5zP4/dfHkhXw8dzi7Vw8vh8/njoC0xT84pXVvB/bnIu6ZDOsVz6LNh9gxY5DrIitA3275nDemD5cMLYP4/sXxN06UuZAw7lmbEyJjQG/z0hww04e2oPHrpzIdU8uoWfnbH5+7kjOHNmLxz7ayp/nraOiNkLQ7+O4gQVsLqtmb2Ud//lsJ2AZIKce1ZMLxvbmrKOL6BJjzfhMkpvGVaMKcIwRgDNH9nLW6QE98pyP5AUDPHbVl7juyaUs2nKAq04cxPdPH8b2AzX8/D8r+WKPVYV+SGEnuncKsmTbQWdcAAzvlc8FY5tYB9M0mkYbIy2EzYwUdWm4ds7Rfbrw+g9OTnjtvDF9OHtUEdWhKF1z4xvXxr2VLNl6kPEDChhR5DJA3JAxAF338mNSVRshHDWdU469ETWE7p2CvHLjSYSjpqOROHl4If+75TSWbDvAoB6dKO5uTdzVu8r578o95AX9nDe6d+LEcyPG0MhKBw+JG9EZI3rhb8L3f80pQ7hi8qCEHBx3f30s15wyhOq6CKP7dcXvM6iqi/DGyt1sLqvmxGGFiQaIG0KCbggSM3C6KOqAz+C0ET0b/djgwk68+5PT8RuGs5l+ZXw/Th/Riy92V3B0n84U5AURQvDZ9oP874tS+nbN5bzRvRtOpiUkG2OmZZAWujbjKaN6NfQJwDJI7vrqGH514TEJY+CJq77Eql3lZAf8HFWUj2EY7Kuq45VluzhYE+LMkUUcW1zQsK7EtJ+BhDwjAGaEwvz4mlfcPZejihrXAE0e2oMlt59Nlt9w1rVrTx3CV8b3Zcu+asb070peMEAkakXkfLRxH8f065JogLghwxgD1zpgHchs7RhYrtrGkBcM8H/fnZiQj2lMXldevekklm0/RJ+uOc46uG1/Na8ttwzyc5tcB9M7mkYbIy1A1BSUVdnGSMsyEAb8PrrmJg6iYb06M6y5POsyBqAvPiz8mCzeeoAfv7CCytoIPToFGV9c0OTH/T4D/xGGQ27Mn+zG6H5dGd0vCWGrzFNhQxvR0Y1vRDYaSgY2rFfi4p2fHWDalwY03xZTPjPipqgnDene8IbhQkNGVdfcLCYP7eH83zAMJgzszoSB3Ztuh2xjrAF2rCmD3MaRY8AwDMb2L0h4rTA/m2tOGdJ8W2TMAcOw3JVmOMaMxBmws0YWNXx4cqGhOdCrS06CwRnw+zhjZC/OGNnMnJI2Bxo+lOQF/Uwe0qOxTwHW3zsYSHxGWX4fEwcnjveBPTrxg7OGN90OISDNa9OkZ69ShP3VdURNgc/A8Z+mHDJORC5jpGeen8raiEOln94MK5ASyDwVOmGN1kYU9Ps45ajGWYGUwGHH5In3IJ5n4qyRzW/E7QpTdjRRPAMpWMzP0BZEBrULpI2BxOrN9tyfkoQx1q6Qxow0rB07eVhh0tFx7QIR1xilqzGimZEWYG/MRVOYn02gITo9FZBBUbuMkbdvOYl3t4V4bcVuNuyt4rsnD/KuHSDvRHDEIjS+uIBzj+nN+AEF5HuQAjwBstwUR4h4rzllMG+uLuHrx/X3th3SjTGr/+eO7s2cVXu4YvJAb9sBcjfjME7yv5vOGMbOg4c5YUgzbFZ7Q0hiBY4wyL95fDFrSyr5YXNMRntDGyMabpSUx8WrnkGGZsTFQOT4BeeN6cN5Y/p4d3833JNQomYkGPDx0OUTvLu/G85CLC+aBqyF+JvHF3vbBpCvGYn1vzA/m2euPcHbNtiQrpmw5oGdP8dzyNCNQb3+j+7Xleevm+xtGyDODkPaGiPp2asUwc4x4qkxIsNX6vPF72fKq9gLHHEi8NA9dMRGJBXS/eWSn4H0jVilMSBXNyMN0sZA7LxuKtJ/0MaIRvORNCmBrElou2pkGyMJJwJ5Sc+kQlZI3xGnQmmQJmBNdFNJhXTNhCKbcaYapLIYYg+hjZEWwJ1jxDPI2ohUMUaEJHryiFTYUiHdTSF5M5bFDPkU2YhB4jqg2hjIVINcu2k0XCh1jBEPmRFpC7FtjLRfwatWQdaJ4IhU2FIhnRlQ5FSYqcwQSDRIFXkGmhmK/66NEQ3bTdNgYqZUQdZGZC/8sjdiWcKtI7JPSoVjkHocUq3MRiS7/yowI5Iqtqq2GWfsHHCxs2laKE8bIy3AXlvAmmTlyXaBLBW5Mm4a94lAgmYEFFiIZDEDiRlIpUFaWKci/Qf5bgrZz0C6m0py/xMOZR4bZB5BGyNJIhw1nZoEmeWmUcgY8TS0NzEVtlRkunhP9kYs2xgFBcaAIgZ5xrtpDG2MZDrKKi0XTZbfoFueR9lXQUfTyArttVNhg0ILcYZuxpm+EYH80FbZz0AbY9a/aRpJA9oYSRq2eLVX55yGC1mlCrImoZNnRBHNiAw/acZHkyi2EclyU8n++4MySb+kIdPZsTQvkgfaGEkacfGqhy4a0KG9MiehKifjTI8myfRIEtDMQKazY7LmgIdI3561M6SIV0HeiUAZY0TSiRD0Qqxc/yUZY8JUgCGUHd4tex3IdBG3pL+/h9DGSJKQkmMEJBZJU8UYkcmMKCLglJ70TJEsvLLCWkGBMZDpoa2yw7tl91+7aTRiKCmXkGMEJLppFMszIlUzInsjkl2xVPZCLKn/PrcxIvsZyBKyK6KbkR3eLXsNMLUxktEIR002l1UBLjeN18aIbPGiZkbkL8TSCuWpshHJEm+qxIxIfgbS+68jyoC0DesFCDR/Sebijlc/59nF27lwXF+27a8BZLhpdGgvYFUS9hrKnAplR5OoshF5PQf81uYnouqMgUxlx6RXrlbk75/Gob3aGGkCW/ZZrMjrK3Y7r3nOjGR6NI2sRQgU2oz1QgxIctUFIXJYIQFjhmahld1/2bopHU2T2QhFrAmQmxVfBDPHTWNrRmRPQskbEWTuZqxKKnCpBqkiImbpeTYUMUYytWpxBghYNTPSBOpixsg9l4xjzZ4K8rIDdM3NauZT7QxphfJUqdqrQGhvpm7GyjBDEilqJwOpxM1ICEC2gFP2ZiyZHTTD1t9BlmYjA0J7tTHSBGxmpGteFjPOGSGnEbpQnvVvRrtpJOlmlDkVSgrrBDXYMVn1mUAhY0RWaPMRIuaAh6VA3JDJDnqE9O1ZOyAUtSZAdkDiY8p0AausZE+g4EKcqZoRSawAqGGQyqrPBOq4aaQlfVOkerfMOeAR0rdn7QCbGQn6JVJjWjNi/Zupp2KQqBlRYCMGyblmFNiME4yRDK3cLNsgB7nuWplRhR4hfXvWDrA1I9lZmcyMZLJmRLXNWG9EnkMFg9Q9B6UZpKoY5JIOZSDZINVumoxGnBlRwBjRmhHv763aZpyxhfIkClhVqFwskxnxKWKQyzqUGIYa8yADomnSt2ftAMcYkakZkV0oT+h08PI3Y1nMiAIbMcg9Faq0EYE2SDN9DKRxNI02RhqBEMIRsEo1RnShPOtfGYuQMqdCnQobyOCNyO2mydTQ3gyPqtPRNJkLWy8CikTTSCuUJ9sYUSDPiOyFWFaRLFXcVCpk4ZU5D+xICpCYZ0N2VJ0K7JgCrjptjGQebFYEVHHTZKiA1ZQZTaPYqdBrJb0yqcBlhvYqYJCaMpkRBfoPijCkCrhpdDRN5iHkYkaUELBmvJtGZgZW2c9AdjSNIhuR1IgqBTYiDAl5RhTIQAs614zOM5K5cEfSGDLLNmd8NI0K9KzshVhWSQCXi8I0m742lZA6BlTYiFTQzMhmxzLcXatDezMXTo4RmS4akOimid1PujGS4XVJQH7FUlAj4VOmFkvM9I0YFDHIFGDHtDGSeVAirBd0obxMz74J8WcgK6wT1NBMZCozoEQkiSKHkowVMevQ3oyFOsaILpQHZO6JCNRIhZ3xm7EKYZ0ZzIxker4hHdqbuQhFrT++fGMk0wWsOh283FTYMb2UCqmwZUQSqBRJkamRJKAPJdpNk7moC2e6ZkSVPCO2ilxmobwMNUYMQ41TYaaH9mZ6JAlILpipwDOQqZ3zCNoYaQR1KmRfBQWYkQzWjKhyKpSlGQFFNmOZAlYVNiKJzJAKf3+QLGRX4BnINMY8gjZGGoESRfJAh/YqoRdQZCHO1JOxCgJWJaKJtDGSsXNAu2kyF8oIWGUXypNujKjACsimqPVmDOhTscyNGCGXJVXCIFNgDuhomsxDPM+I5D9+phfKU+FUrMypMFM3Y5ljQIHKxSpEkoAi0SQZ6q7V0TSZC2WYEemF8iRrRlTQC0hlBYTkaAoFNmMlTsWZyowokmtGBXYoU/vvEdK3Z21EKKJIaK/0QnmKuGkyNZrGXbE1U90Umc6OyXRV+tzMSKYbpAr0X0fTZB7sqr3Z0gWsksL6lDFGYv3P2CJp7oqtMg2yTA9tlZl9U2J4u8/nYscUmAcyI4qkMqTaTdMgHnjgAQYNGkROTg6TJk1i8eLFjV77yCOPcMopp9CtWze6devGlClTmrxeFTh5RrJkGyOyM7CqEtqb4Sp6kBzaqkAq7ExlhmRT9EowAyoYpCqMAR3a6+D5559nxowZzJo1i88++4xx48YxdepU9u7d2+D1CxYs4NJLL+Xdd99l4cKFFBcXc84557Br1642Nz6VsJkR6aG9GZ/0LMPFm25jMNPdFJmagVSmeBNcz0ABozxjDyW2MabdNA7uuecerr32Wq666ipGjRrFQw89RF5eHo8++miD1z/99NN8//vfZ/z48YwcOZJ//vOfmKbJ/Pnz29z4VEI5AWumFsrL9NBeNzOSsa4qBUTMKowBacyIAmMg0+vzyB4DHqBFPQuFQixdupQpU6bEv8DnY8qUKSxcuDCp76ipqSEcDtO9e/dGr6mrq6OioiLhx2vUKWOMZLqANdNPRLKZEQWeQcYLWCWLF1V6BpnqptGhvYnYt28f0WiUoqKihNeLioooKSlJ6jt+/vOf07dv3wSD5kjMnj2brl27Oj/FxcUtaWa7QJ08IxmegTXT8wtI14xk+kakQv8lb0QqGKRKjIEM7b9H8LRnd999N8899xwvv/wyOTk5jV43c+ZMysvLnZ8dO3Z42EoLyrhpTFluGtU0I5IjSdwhtl7CdBsjEk+FKkQSSImksPuvgIBXtoBViTGQ4e7aNA7tDbTk4sLCQvx+P6WlpQmvl5aW0rt37yY/+6c//Ym7776bt99+m7FjxzZ5bXZ2NtnZ2S1pWrtDGQGrrDwbymhGZEZSHJEK29+i6dI+SNCMZOqpMMOr9pqKGCOZyo6pFNqsmRELwWCQCRMmJIhPbTHq5MmTG/3cH/7wB37zm98wd+5cjj/++Na31kMok/Qs0900KtCzIO9UKPtUrJKrSqqAVYX+yzJGVMjCq4JBqgAzksahvS0+6s2YMYPp06dz/PHHM3HiRO69916qq6u56qqrALjiiivo168fs2fPBuD3v/89d9xxB8888wyDBg1ytCX5+fnk5+e3Y1faF3HNiGw3jSTNhKGIm0YFFT1Ym1FWrvdtEJLDOlXYjHWuGevfTGZGtIjZ+jeNQ3tbbIxMmzaNsrIy7rjjDkpKShg/fjxz5851RK3bt2/H56KTH3zwQUKhEN/4xjcSvmfWrFn86le/alvrUwhlNCOyFiJlmBEFNiKQtxkpsxFl6GasxEYkUS8BijwDFaJpZEaUpb+AtVVO8JtuuombbrqpwfcWLFiQ8P+tW7e25hbSEVKFGZGWgVWxQnkyFmLDsIwyMyJvITZV2YgyXbyYyQJWnYUXkCzgTX9jJH171kY4AlbZxogsi1gVZkR2fL3sU6HsRUgFN40Sp2IVXBSyDVIF2KFMHQMZEE2jjZFG4NSmUSXPSKYaI8psxpKeg2xfsRIUdYang5c9BzL9GagwB3Q0TeZCGWZEeqE8RYwR6W4K2cyIJBW97P6DGpEUIirPZSl9DKiwGWd4jSrZBqkHSN+etRGOgFV2nhHphfIU0YxIY0Zi+W4ih+XcX7ZmJGD3v1bO/UGuQRpw5TuS9QxkG+SBWIJKWXMAXO5qCQaZ3f+wAnNAGyOZBye0N0s2MyK7UJ4qmhFJC3Gwk/VvqFrO/WUvQsFY+H2oSs79QS5FnZUX/z1jx4DkOQByn4HTf4lzQLZ2zgOkb8/aiDo76ZlsZkQXyrP+lTUJs+3NWNZGJHkRso2ROpnGiMzsmz75BlmmzwGQyw4FVei/RFelR0jfnrURyuUZyVjNiGQ3hezNWLaAVYWNSBV2TNYYkN5/ew5Uyrk/yDXK7b9/tC5z8w15gPTtWRsghFBDwJpQJE2SMYJIbIfXkC3ec05FkhZi2fSsChS17IU405kR2f0Huc8gu3P8d1kGmWzdkAfQxkgDiJjCYcWkhvYKl3jU80J5rn4LiSJWWVWLbchmBuyBKKNIHkAwthCrsBHJegbSx4BkdlB2/0F+fSJbyC57DGhmJLNgi1dBcgbWhIqtspgRMrt8unQ3jeRFKDvDNSMg302hCjsobQ4IBcaAZIZQdv89QPr2rA0IuYwRqQJWd1itLAErSDZGZGtGVFmEMrT/oMAzkO2mkSxelO2qtPsPmWuUy54DHkAbIw3ANkYCPgOfT2LJZqGCZgS5xohszYTtL5Z1Kpbdf3sjioYgIrk+j+yNSBZFL1vAKrv/CQxxhrornTEgcT9KMbQx0gCUK5IH8grlgdzEZ7JPBLLD+mQL1+z+gwLskGSKXvqpWLabSrKrEuSPgUxlxzxA+vasDXByjMg2RmS6aQwjbgCo4KbJ2EVIcv8DwXg6bNnPQJpBZp+KMzSSQvoccDPEGe6m0dE0mYU6ZXKMuH2lEgahCrlGVImkkL0IyfQVq8IOyd6IMjWSItvlopAR5p9wKJPNkGboocQDpG/P2gAlcozAEW4aGdknFTBGZIf2yvYVy46kAG2QaTdN/Pdwjff3V4EZkW6M6GiajERcMyKZEpM9AB1jRAXNSIa6aUwF6FnZ0RQyi6SB/I1ItoA3Kzd+bxnPQAVjJNMNcg+gjZEGUKdcxV5JA9BmY1TQjMhO+CR9EZI4FjPeTSObHZMsXjQMuSJWmfmWbMieA7INUg+Qvj1rA9SpSyN5AKrgppG9EclehIRkgxQUMMhkC1gz3E0DctkhFZgRhyHN0MR3HkAbIw1AHWNEMkWvgjEimx1yL8JuQbFXUGIjUiSaQrpBmqHGGMgdAwnGiKTN2Mk3pKNpUgVtjDSAUNSa/NLzjMjeiFUwRmRvRDYrgJDDjpgqbESqJHzK8KRfMg1SmeyY7L8/KMCQKjAGUoz07VkbUBdWJemZbAGrnWdEAQGrrNDerDwgdhqTsRDJHgOggJtGEWZEehZeFTZjicyIZge1MZJpUCe0V/JGrAIzIlu45Rbv6YVYzv2dysWyXXUZfCrO9DmQLdtVp8AzSDHSt2dtQEi5aJoMNkZUCGnLlngyVmERUkUzIU0vEOu/GYZInff3V0G8KJMdU0Izo4hmRIf2ZhbqlMszksmaEQVC2mSejFXQjKgi3pOWZ6NT/HeZoa1K5JrJUFelbHZQ9sHUA6Rvz9oAddLBS96IHM2IhBTQNpRYiBWIJFBiIZadY0HSGPAHIJBr/Z7xY0AGO6hAkTgtYk450rdnbYAyob2yrWEVmBHZzwBczICMhTjDxYugxkIsUzMgmyEFueyYCmuA7aYJ18gR9MvWD3qA9O1ZG6CMMeKcCDLZTaPAQpzpFLX0aBoFXFUyE58psRln+BwIulx1mcqOpRjp27M2QJk8I7KFeyoZIzJPBDLdNKbkMQCaGQG5uVaU6H+GuyoD2fH1MFMNshQjfXvWBth5RuQzI7IzsNqaEQWMkUxlBmSPAZAc1unKeqtCRJWUZ6AAM6SCq1Jm/1Wpz6OjaTILTp4RZUJ7ZbtpJCY9k/0MQOdYUCH7JkhmhyS6aVQI7c10Nw3IrV6tgqsuxUjfnrUBISe0VzYzogWsSixEShgjChhjkcPeG6YqFEkDvRlnupsG5EbUqPIMUoj07VkbEFItz0gmF8pTgaJVgRlQYSMG7zcj4TJ+lHBVyTgVK2CQSp0DCvQf1GDHdKG8zIIyeUZkuyi0ZsSCCqdimYuQW7zn9UKsCjOigm5ICQGvTFZAopsKJDOkCgjZUwxtjDQAdUJ7JU9CJTQjCpyKZJ6KVdiIDENe4rMEzYgKYyBDDVJ30jO3qNgLqDAHIC7ilSnklv0MUoj07VkbUKeKgFX2IqSSmybT63LIXoSck7HHBpkqzIhUzYQCY8CeA8KE8GFv762CqxbUcNPIdlWlENoYaQCOZiRLFTeNFrCqoRfIYOGaLINMFWNEamirAmPAXZ/H63mgQv9BrptG9l7gAdK3Z21AXcT6wyvDjMiyhg0FNCMqTEKpSc8UMMZAnpvGbYxkqkGqwhzw+eIGiSx2TDYroKNpUor07VkboI5mRJVCeRI1IyosRDLrcqiyCMk6FSYwIwrkGdGhrd7PAxWMMXAlPctQdizFSN+etQHKGCOyJ6ESbhoF/MXujdhz8Z4CSd9AnptCdkSZDam6IUXEi7LYIVU2YhXyDclmSFMIbYw0ADsDqzJ5RjLaGFFgIbJPxSIKkVpv761C/0G+m0Z6/2VGUihgkIM8dsg2xmRXrJXqplGEHUoh0rdnbYBdm0Z+BlZtjMRDexXIMwLyKGrpG5FkN430/ms3jTR2TJWNWGo0jc2O6TwjGQWnNo0qxoh0zUiGMyMJ4j1Jm7HsRUhaNI0iG5HMU7EqrqqMd9OoULlZu2kyBlFTEDUtK1R6NI3sRchmRtwiQq+R8RS1IouQbGZE+kZk1+ephajHxrkyzyDD54DMys2y9YMeIH171krY4lVQIM+I7FOhCm4aVRZi2Xk2ZPdfljGiQgZeOKI+j6zQ1gydA6psxEokPUvfLTt9e9ZK2DlGQAFmRLqbRgFjRDY7ZEMWRa2KZkSWm0IVN1UgCP6g9busZyBbwCnLTaHKRqxC8kPZ60AKoY2RI2AzIz4DArKNEdknAiU0I6qciiTVp1FmIZZ0KlTFTQeuPBOZuhlLdtPIHgPu2jTSQvzTd8tO3561EnbFXulhvSB/EZJdKM894aUvRLIFnLKZIcm1aVRYhKXrZjJ1DijCjtnGGCJzRbwpRPr2rJVQJpIG5J8IZLtpEiq2yj4VynZTKKIXkNZ/BQ4HsgSMshlSG9KNMcn9z8qLt8HzeaBI4rsUIn171krYOUaUMEZkL0KyjRFViqRBYgl1L+GMAUVOhZkqXgTtppFujEg2SA1DopBboXmQIqRvz1oJhxmRrRcB+ZNQtmZEKMSMyKpP42SflO2mkb0RKTAfpWkmFNHNZHo0DbiM8gx2V6YI6duzVsIWsEoP6wX5i5B0zYgiFVtBoptGkYXYEe9Vx8NtvYAqkSQgz02jykaU6a5KkP8MZK+DKYQCf1214BTJU4EZkX0ikO2mSdCMyDZGMjzhk1u8F67x7r5KbUSy2DFVBJwZXhIAJBqkihxKUohW9eyBBx5g0KBB5OTkMGnSJBYvXtzk9f/+978ZOXIkOTk5jBkzhjlz5rSqsV7AzjMivS4NyF+IZRsjKmlGHIo6Q+nZBPGehwuxKnlmQJ5BqkriN2lzQKGNOJjh60AK0eKePf/888yYMYNZs2bx2WefMW7cOKZOncrevXsbvP7jjz/m0ksv5eqrr2bZsmVcfPHFXHzxxaxevbrNjU8FHGZEGyNqGSOyT0VBl5vCS6iS9CxBvOfhM5A9B9yQHlGU6W4aBYrESX8GCsyDFKHFPbvnnnu49tprueqqqxg1ahQPPfQQeXl5PProow1e/9e//pVzzz2Xn/70pxx99NH85je/4bjjjuNvf/tbmxufCtgCVqXyjEgvlKeAZkT2JJTuplFgEZIh3lOq/5JPxbINUvvvb4YhUufdfZ2wVgXWZBluGne+JRWeQYoQaMnFoVCIpUuXMnPmTOc1n8/HlClTWLhwYYOfWbhwITNmzEh4berUqbzyyiuN3qeuro66uvhgr6ioaEkzk8Ynz/wGDm1PeC27JswdgcMUl+fBmy+n5L5JY2fM/SW7UN7+jfDmrd7f39EmGPJPRfYidGCzt89izwrrX5U24w//Ap37eHPPip3Wv7I3Yoj3f/tCb8dAVYn1r+wx4K7PM/dW8Gd7c9+SVda/svsPcYPs81fg0A5v7plwKFOAHUoRWmSM7Nu3j2g0SlFRUcLrRUVFrF27tsHPlJSUNHh9SUlJo/eZPXs2d955Z0ua1ioUbH6DkZE19d8IAJXAopQ3ITnkdJVz39wC69/KPbDoQTltAHn9dyO/t/VvzX45z0KFZ9C5N+zfAF+84v29leh/bB3bv9H68Rqyn4E/AHmFULMPljTMhKcUsvsP8XVg5+L4YdEr+IMQyPH2nh6iRcaIV5g5c2YCm1JRUUFxcXG736d8xDdY2IB16zcMRvbpTJecrHa/Z4uRlQcTrpRz74EnwQV/hordcu5vY8jpcu8P0GskXPygnE0orxBGftn7+x6J8/8Iq19KzP/iBQwfHPNVb+/ZEEacD+feDdVl3t+7+xDoNcr7+x6JS/4PNs33/r6BHBh/mff3PRKTrrOKJsoollc8CYJ53t/XI7TIGCksLMTv91NaWprwemlpKb17927wM717927R9QDZ2dlkZ6eeApz0zZ+k/B4dGj4/fOka2a1QB+O/LbsFctHraDjzF7JbIQ+BbDjhBtmtkItBJ1k/mYq87nDKj2W3Ii3RIidcMBhkwoQJzJ8ft4xN02T+/PlMnjy5wc9Mnjw54XqAefPmNXq9hoaGhoaGRmahxW6aGTNmMH36dI4//ngmTpzIvffeS3V1NVdddRUAV1xxBf369WP27NkA3HzzzZx22mn8+c9/5oILLuC5555jyZIlPPzww+3bEw0NDQ0NDY0OiRYbI9OmTaOsrIw77riDkpISxo8fz9y5cx2R6vbt2/G5UjefeOKJPPPMM9x+++3cdtttDB8+nFdeeYXRo0e3Xy80NDQ0NDQ0OiwMIdxBzGqioqKCrl27Ul5eTpcuXWQ3R0NDQ0NDQyMJJLt/KxC4raGhoaGhoZHJ0MaIhoaGhoaGhlRoY0RDQ0NDQ0NDKrQxoqGhoaGhoSEV2hjR0NDQ0NDQkAptjGhoaGhoaGhIhTZGNDQ0NDQ0NKRCGyMaGhoaGhoaUqGNEQ0NDQ0NDQ2paHE6eBmwk8RWVFRIbomGhoaGhoZGsrD37eaSvXcIY6SyshKA4uJiyS3R0NDQ0NDQaCkqKyvp2rVro+93iNo0pmmye/duOnfujGEY7fa9FRUVFBcXs2PHDl3zphnoZ5Uc9HNKHvpZJQf9nJKHflbJw6tnJYSgsrKSvn37JhTRPRIdghnx+Xz0798/Zd/fpUsXPXCThH5WyUE/p+Shn1Vy0M8peehnlTy8eFZNMSI2tIBVQ0NDQ0NDQyq0MaKhoaGhoaEhFRltjGRnZzNr1iyys7NlN0V56GeVHPRzSh76WSUH/ZySh35WyUO1Z9UhBKwaGhoaGhoa6YuMZkY0NDQ0NDQ05EMbIxoaGhoaGhpSoY0RDQ0NDQ0NDanQxoiGhoaGhoaGVGS0MfLAAw8waNAgcnJymDRpEosXL5bdpFbj/fff58ILL6Rv374YhsErr7yS8L4QgjvuuIM+ffqQm5vLlClT2LBhQ8I1Bw4c4LLLLqNLly4UFBRw9dVXU1VVlXDNypUrOeWUU8jJyaG4uJg//OEP9dry73//m5EjR5KTk8OYMWOYM2dOi9uSKsyePZsvfelLdO7cmV69enHxxRezbt26hGtqa2u58cYb6dGjB/n5+Xz961+ntLQ04Zrt27dzwQUXkJeXR69evfjpT39KJBJJuGbBggUcd9xxZGdnM2zYMB5//PF67WluDCbTllThwQcfZOzYsU5SpMmTJ/Pmm2+2qG2Z8JyOxN13341hGNxyyy0tal8mPKtf/epXGIaR8DNy5MgWtS0TnhPArl27+M53vkOPHj3Izc1lzJgxLFmyxHk/7dZ0kaF47rnnRDAYFI8++qj4/PPPxbXXXisKCgpEaWmp7Ka1CnPmzBG/+MUvxEsvvSQA8fLLLye8f/fdd4uuXbuKV155RaxYsUJcdNFFYvDgweLw4cPONeeee64YN26c+OSTT8QHH3wghg0bJi699FLn/fLyclFUVCQuu+wysXr1avHss8+K3Nxc8Y9//MO55qOPPhJ+v1/84Q9/EF988YW4/fbbRVZWlli1alWL2pIqTJ06VTz22GNi9erVYvny5eL8888XAwYMEFVVVc41119/vSguLhbz588XS5YsESeccII48cQTnfcjkYgYPXq0mDJlili2bJmYM2eOKCwsFDNnznSu2bx5s8jLyxMzZswQX3zxhbj//vuF3+8Xc+fOda5JZgw215ZU4rXXXhNvvPGGWL9+vVi3bp247bbbRFZWlli9enVSbcuU5+TG4sWLxaBBg8TYsWPFzTffnHT7MuVZzZo1SxxzzDFiz549zk9ZWVnSbcuU53TgwAExcOBAceWVV4pFixaJzZs3i7feekts3LjRuSbd1vSMNUYmTpwobrzxRuf/0WhU9O3bV8yePVtiq9oHRxojpmmK3r17iz/+8Y/Oa4cOHRLZ2dni2WefFUII8cUXXwhAfPrpp841b775pjAMQ+zatUsIIcTf//530a1bN1FXV+dc8/Of/1yMGDHC+f8ll1wiLrjggoT2TJo0SVx33XVJt8VL7N27VwDivffec9qSlZUl/v3vfzvXrFmzRgBi4cKFQgjL8PP5fKKkpMS55sEHHxRdunRxns3PfvYzccwxxyTca9q0aWLq1KnO/5sbg8m0xWt069ZN/POf/9TPqQFUVlaK4cOHi3nz5onTTjvNMUb0s4pj1qxZYty4cQ2+p59THD//+c/FySef3Oj76bimZ6SbJhQKsXTpUqZMmeK85vP5mDJlCgsXLpTYstRgy5YtlJSUJPS3a9euTJo0yenvwoULKSgo4Pjjj3eumTJlCj6fj0WLFjnXnHrqqQSDQeeaqVOnsm7dOg4ePOhc476PfY19n2Ta4iXKy8sB6N69OwBLly4lHA4ntG/kyJEMGDAg4VmNGTOGoqIi55qpU6dSUVHB559/7lzT1HNIZgwm0xavEI1Gee6556iurmby5Mn6OTWAG2+8kQsuuKBef/SzSsSGDRvo27cvQ4YM4bLLLmP79u1Jty1TntNrr73G8ccfzze/+U169erFscceyyOPPOK8n45rekYaI/v27SMajSYMaICioiJKSkoktSp1sPvUVH9LSkro1atXwvuBQIDu3bsnXNPQd7jv0dg17veba4tXME2TW265hZNOOonRo0c77QsGgxQUFDTavrY8h4qKCg4fPpzUGEymLanGqlWryM/PJzs7m+uvv56XX36ZUaNG6ed0BJ577jk+++wzZs+eXe89/azimDRpEo8//jhz587lwQcfZMuWLZxyyilUVlbq5+TC5s2befDBBxk+fDhvvfUWN9xwAz/84Q954oknnPbZ7WmqDx1pTe8QVXs1NFKBG2+8kdWrV/Phhx/KboqyGDFiBMuXL6e8vJwXX3yR6dOn895778lullLYsWMHN998M/PmzSMnJ0d2c5TGeeed5/w+duxYJk2axMCBA3nhhRfIzc2V2DK1YJomxx9/PHfddRcAxx57LKtXr+ahhx5i+vTpkluXGmQkM1JYWIjf76+njC4tLaV3796SWpU62H1qqr+9e/dm7969Ce9HIhEOHDiQcE1D3+G+R2PXuN9vri1e4KabbuK///0v7777Lv3793de7927N6FQiEOHDjXavrY8hy5dupCbm5vUGEymLalGMBhk2LBhTJgwgdmzZzNu3Dj++te/6ufkwtKlS9m7dy/HHXccgUCAQCDAe++9x3333UcgEKCoqEg/q0ZQUFDAUUcdxcaNG/WYcqFPnz6MGjUq4bWjjz7acWml45qekcZIMBhkwoQJzJ8/33nNNE3mz5/P5MmTJbYsNRg8eDC9e/dO6G9FRQWLFi1y+jt58mQOHTrE0qVLnWveeecdTNNk0qRJzjXvv/8+4XDYuWbevHmMGDGCbt26Ode472NfY98nmbakEkIIbrrpJl5++WXeeecdBg8enPD+hAkTyMrKSmjfunXr2L59e8KzWrVqVcJEnzdvHl26dHEWkOaeQzJjMJm2eA3TNKmrq9PPyYWzzjqLVatWsXz5cufn+OOP57LLLnN+18+qYVRVVbFp0yb69Omjx5QLJ510Ur2UA+vXr2fgwIFAmq7pSUtd0wzPPfecyM7OFo8//rj44osvxPe+9z1RUFCQoNLuSKisrBTLli0Ty5YtE4C45557xLJly8S2bduEEFboVUFBgXj11VfFypUrxVe+8pUGw8COPfZYsWjRIvHhhx+K4cOHJ4SBHTp0SBQVFYnLL79crF69Wjz33HMiLy+vXhhYIBAQf/rTn8SaNWvErFmzGgwDa64tqcINN9wgunbtKhYsWJAQXlhTU+Ncc/3114sBAwaId955RyxZskRMnjxZTJ482XnfDi8855xzxPLly8XcuXNFz549Gwwv/OlPfyrWrFkjHnjggQbDC5sbg821JZW49dZbxXvvvSe2bNkiVq5cKW699VZhGIb43//+l1TbMuU5NQR3NE0y7cuUZ/XjH/9YLFiwQGzZskV89NFHYsqUKaKwsFDs3bs3qbZlynNavHixCAQC4ne/+53YsGGDePrpp0VeXp546qmnnGvSbU3PWGNECCHuv/9+MWDAABEMBsXEiRPFJ598IrtJrca7774rgHo/06dPF0JY4Ve//OUvRVFRkcjOzhZnnXWWWLduXcJ37N+/X1x66aUiPz9fdOnSRVx11VWisrIy4ZoVK1aIk08+WWRnZ4t+/fqJu+++u15bXnjhBXHUUUeJYDAojjnmGPHGG28kvJ9MW1KFhp4RIB577DHnmsOHD4vvf//7olu3biIvL0989atfFXv27En4nq1bt4rzzjtP5ObmisLCQvHjH/9YhMPhhGveffddMX78eBEMBsWQIUMS7mGjuTGYTFtShe9+97ti4MCBIhgMip49e4qzzjrLMUSSbVsmPKeGcKQxop+VhWnTpok+ffqIYDAo+vXrJ6ZNm5aQO0M/pzhef/11MXr0aJGdnS1GjhwpHn744YT3021NN4QQInkeRUNDQ0NDQ0OjfZGRmhENDQ0NDQ0NdaCNEQ0NDQ0NDQ2p0MaIhoaGhoaGhlRoY0RDQ0NDQ0NDKrQxoqGhoaGhoSEV2hjR0NDQ0NDQkAptjGhoaGhoaGhIhTZGNDQ0NDQ0NKRCGyMaGhoaGhoaUqGNEQ0NDQ0NDQ2p0MaIhoaGhoaGhlRoY0RDQ0NDQ0NDKv4fPxzDAcJCT+0AAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "_=wntr.graphics.plot_network(\n", - " wn, node_attribute=res.node['T1'].loc[3600*12,:], \n", - " title='12 h', node_colorbar_label='River\\nFraction',\n", + "\n", + "_ = wntr.graphics.plot_network(\n", + " wn,\n", + " node_attribute=res.node[\"T1\"].loc[3600 * 12, :],\n", + " title=\"12 h\",\n", + " node_colorbar_label=\"River\\nFraction\",\n", ")\n", - "_=wntr.graphics.plot_network(\n", - " wn, node_attribute=res.node['T1'].loc[3600*24,:], \n", - " title='24 h', node_colorbar_label='River\\nFraction',\n", + "_ = wntr.graphics.plot_network(\n", + " wn,\n", + " node_attribute=res.node[\"T1\"].loc[3600 * 24, :],\n", + " title=\"24 h\",\n", + " node_colorbar_label=\"River\\nFraction\",\n", ")\n", - "_=wntr.graphics.plot_network(\n", - " wn, node_attribute=res.node['T1'].loc[3600*36,:], \n", - " title='36 h', node_colorbar_label='River\\nFraction',\n", + "_ = wntr.graphics.plot_network(\n", + " wn,\n", + " node_attribute=res.node[\"T1\"].loc[3600 * 36, :],\n", + " title=\"36 h\",\n", + " node_colorbar_label=\"River\\nFraction\",\n", ")\n", - "query = '117' # '191', '269', '117'\n", - "res.node['CL2'][query].plot()\n", - "res.node['T1'][query].plot()\n", - "plt.title('Node {}\\nk1 = {:.1f}, k2 = {:.1f}'.format(query, k1.value, k2.value))\n", - "_=plt.legend(['Cl2', 'T1'])" + "query = \"117\" # '191', '269', '117'\n", + "res.node[\"CL2\"][query].plot()\n", + "res.node[\"T1\"][query].plot()\n", + "plt.title(\"Node {}\\nk1 = {:.1f}, k2 = {:.1f}\".format(query, k1.value, k2.value))\n", + "_ = plt.legend([\"Cl2\", \"T1\"])" ] }, { @@ -285,10 +211,10 @@ "outputs": [], "source": [ "d_k1 = dict()\n", - "k1 = wn.msx.reaction_system.constants['k1']\n", + "k1 = wn.msx.reaction_system.constants[\"k1\"]\n", "for i in range(7):\n", " # Increase the reaction rate\n", - " newk = 1.3 + i*2.6\n", + " newk = 1.3 + i * 2.6\n", " k1.value = newk\n", " resk = sim.run_sim()\n", " d_k1[newk] = resk" @@ -296,38 +222,17 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Concentraion [mg/L]')" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# res.node[\"T1\"].loc[0:3600*36, query].plot(style='k.')\n", "for newk, resk in d_k1.items():\n", - " resk.node[\"CL2\"].loc[0:3600*36, query].plot()\n", + " resk.node[\"CL2\"].loc[0 : 3600 * 36, query].plot()\n", "plt.legend([\"{:.1f}\".format(k) for k in d_k1.keys()], title=\"k1 (1/day)\")\n", "plt.title(\"Chlorine residual at node {}\".format(query))\n", - "plt.xlabel('Seconds')\n", - "plt.ylabel('Concentraion [mg/L]')" + "plt.xlabel(\"Seconds\")\n", + "plt.ylabel(\"Concentraion [mg/L]\")" ] }, { @@ -346,9 +251,10 @@ "outputs": [], "source": [ "from wntr.msx import io as msxio\n", - "msxio.write_msxfile(wn.msx, 'Net3.msx')\n", - "msxio.write_json(wn.msx, 'Net3-msx.json')\n", - "msxio.write_json(wn.msx, 'multisource-cl.json', as_library=True)" + "\n", + "msxio.write_msxfile(wn.msx, \"Net3.msx\")\n", + "msxio.write_json(wn.msx, \"Net3-msx.json\")\n", + "msxio.write_json(wn.msx, \"multisource-cl.json\", as_library=True)" ] }, { @@ -360,109 +266,35 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "; WNTR-reactions MSX file generated 2024-05-20 16:04:15.375087\n", - "\n", - "[TITLE]\n", - " Multisource Chlorine Decay\n", - "\n", - "[OPTIONS]\n", - " AREA_UNITS FT2\n", - " RATE_UNITS DAY\n", - " SOLVER RK5\n", - " COUPLING NONE\n", - " TIMESTEP 300\n", - " ATOL 0.0001\n", - " RTOL 0.0001\n", - " COMPILER NONE\n", - " SEGMENTS 5000\n", - " PECLET 1000\n", - "\n", - "[SPECIES]\n", - " BULK T1 MG ; Source 1 Tracer\n", - " BULK CL2 MG ; Free Chlorine\n", - "\n", - "[COEFFICIENTS]\n", - " CONSTANT k1 16.900000000000002\n", - " CONSTANT k2 17.7 \n", - "\n", - "[TERMS]\n", - "\n", - "[PIPES]\n", - " RATE T1 0 \n", - " RATE CL2 -(k1*T1 + k2*(1-T1))*CL2 \n", - "\n", - "[TANKS]\n", - "\n", - "[DIFFUSIVITY]\n", - "\n", - "[PARAMETERS]\n", - "\n", - "[PATTERNS]\n", - "\n", - "[REPORT]\n", - "\n", - "[QUALITY]\n", - " NODE River T1 1.0\n", - " NODE River CL2 1.2\n", - " NODE Lake CL2 1.2\n", - "\n", - "[SOURCES]\n", - "\n", - "\n" - ] - } - ], + "outputs": [], "source": [ - "with open('Net3.msx', 'r') as fin:\n", + "with open(\"Net3.msx\", \"r\") as fin:\n", " print(fin.read())" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "With network data:\n", - "{'initial_quality': {'CL2': {'global_value': 0.0,\n", - " 'link_values': {},\n", - " 'node_values': {'Lake': 1.2, 'River': 1.2}},\n", - " 'T1': {'global_value': 0.0,\n", - " 'link_values': {},\n", - " 'node_values': {'River': 1.0}}},\n", - " 'parameter_values': {},\n", - " 'patterns': {},\n", - " 'sources': {}}\n", - "As a library:\n", - "{'initial_quality': {}, 'parameter_values': {}, 'patterns': {}, 'sources': {}}\n" - ] - } - ], + "outputs": [], "source": [ "import json\n", + "\n", "with_net: dict = None\n", "without_net: dict = None\n", "\n", - "with open('Net3-msx.json', 'r') as fin:\n", + "with open(\"Net3-msx.json\", \"r\") as fin:\n", " with_net = json.load(fin)\n", - "with open('multisource-cl.json', 'r') as fin:\n", + "with open(\"multisource-cl.json\", \"r\") as fin:\n", " without_net = json.load(fin)\n", "\n", - "print('With network data:')\n", - "pprint(with_net['network_data'])\n", + "print(\"With network data:\")\n", + "pprint(with_net[\"network_data\"])\n", "\n", - "print('As a library:')\n", - "pprint(without_net['network_data'])" + "print(\"As a library:\")\n", + "pprint(without_net[\"network_data\"])" ] }, { @@ -478,35 +310,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['arsenic_chloramine',\n", - " 'batch_chloramine_decay',\n", - " 'lead_ppm',\n", - " 'msx.schema',\n", - " 'nicotine',\n", - " 'nicotine_ri',\n", - " 'ms-cl-tmp',\n", - " 'Multisource-Cl',\n", - " 'Net3-msx',\n", - " 'Net3',\n", - " 'Net3_multisource-cl',\n", - " 'temp.check',\n", - " 'temp']" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "from wntr.library.msx import MsxLibrary\n", - "my_library = MsxLibrary(extra_paths=['.']) # load files from the current directory\n", + "\n", + "my_library = MsxLibrary(extra_paths=[\".\"]) # load files from the current directory\n", "my_library.model_name_list()" ] }, @@ -521,44 +331,20 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'T1': InitialQuality(global_value=0.0, node_values=<1 entries>, link_values=<0 entries>),\n", - " 'CL2': InitialQuality(global_value=0.0, node_values=<2 entries>, link_values=<0 entries>)}" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "my_library.get_model('Net3').network_data.initial_quality" + "my_library.get_model(\"Net3\").network_data.initial_quality" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'T1': InitialQuality(global_value=0.0, node_values=<0 entries>, link_values=<0 entries>),\n", - " 'CL2': InitialQuality(global_value=0.0, node_values=<0 entries>, link_values=<0 entries>)}" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "my_library.get_model('Multisource-Cl').network_data.initial_quality" + "my_library.get_model(\"multisource-cl\").network_data.initial_quality" ] }, { @@ -570,46 +356,21 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Species(name='AS3', species_type='BULK', units='UG', atol=None, rtol=None, note='Dissolved arsenite')\n", - "Species(name='AS5', species_type='BULK', units='UG', atol=None, rtol=None, note='Dissolved arsenate')\n", - "Species(name='AStot', species_type='BULK', units='UG', atol=None, rtol=None, note='Total dissolved arsenic')\n", - "Species(name='AS5s', species_type='WALL', units='UG', atol=None, rtol=None, note='Adsorbed arsenate')\n", - "Species(name='NH2CL', species_type='BULK', units='MG', atol=None, rtol=None, note='Monochloramine')\n", - "Constant(name='Ka', value=10.0, units='1 / (MG * HR)', note='Arsenite oxidation rate coefficient')\n", - "Constant(name='Kb', value=0.1, units='1 / HR', note='Monochloramine decay rate coefficient')\n", - "Constant(name='K1', value=5.0, units='M^3 / (UG * HR)', note='Arsenate adsorption coefficient')\n", - "Constant(name='K2', value=1.0, units='1 / HR', note='Arsenate desorption coefficient')\n", - "Constant(name='Smax', value=50.0, units='UG / M^2', note='Arsenate adsorption limit')\n", - "Term(name='Ks', expression='K1/K2', note='Equil. adsorption coeff.')\n", - "Reaction(species_name='AS3', expression_type='RATE', expression='-Ka*AS3*NH2CL', note='Arsenite oxidation')\n", - "Reaction(species_name='AS5', expression_type='RATE', expression='Ka*AS3*NH2CL - Av*(K1*(Smax-AS5s)*AS5 - K2*AS5s)', note='Arsenate production less adsorption')\n", - "Reaction(species_name='NH2CL', expression_type='RATE', expression='-Kb*NH2CL', note='Monochloramine decay')\n", - "Reaction(species_name='AS5s', expression_type='EQUIL', expression='Ks*Smax*AS5/(1+Ks*AS5) - AS5s', note='Arsenate adsorption')\n", - "Reaction(species_name='AStot', expression_type='FORMULA', expression='AS3 + AS5', note='Total arsenic')\n", - "Reaction(species_name='AS3', expression_type='RATE', expression='-Ka*AS3*NH2CL', note='Arsenite oxidation')\n", - "Reaction(species_name='AS5', expression_type='RATE', expression='Ka*AS3*NH2CL', note='Arsenate production')\n", - "Reaction(species_name='NH2CL', expression_type='RATE', expression='-Kb*NH2CL', note='Monochloramine decay')\n", - "Reaction(species_name='AStot', expression_type='FORMULA', expression='AS3 + AS5', note='Total arsenic')\n" - ] - } - ], + "outputs": [], "source": [ - "arsenic = my_library.get_model('arsenic_chloramine')\n", - "for key,value in arsenic.reaction_system.variables(): print(repr(value))\n", - "for key,value in arsenic.reaction_system.reactions(): print(repr(value))" + "arsenic = my_library.get_model(\"arsenic_chloramine\")\n", + "for key, value in arsenic.reaction_system.variables():\n", + " print(repr(value))\n", + "for key, value in arsenic.reaction_system.reactions():\n", + " print(repr(value))" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -623,7 +384,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.1" + "version": "3.11.5" } }, "nbformat": 4,