diff --git a/CHANGELOG.md b/CHANGELOG.md index f0d6cf59..7f7ade2f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -20,8 +20,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 * Add support of `regions.Regions` [#163] * Creation of a MOC from a zone (defined by min/max ra and dec)`MOC.from_zone` -* Creation of a single MOC from a lot of small cones is faster with the new option in -`MOC.from_cones`: the keyword 'union_strategy' can now take the value 'small_cones'. +* Creation of a single MOC from a lot of cones/boxes is faster with the new option in +`MOC.from_cones`/`MOC.from_boxes`: the keyword 'union_strategy' can now take the value +'small_cones'/'small_boxes' or 'large_cones'/'large_boxes'. +Small cones/boxes is faster for non-overlapping cones/boxes. ## [0.16.2] diff --git a/Cargo.toml b/Cargo.toml index 87944c85..ea618825 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -29,7 +29,7 @@ crate-type = ["cdylib"] [dependencies] # moc = { version = "0.15", features = ["storage"] } -moc = { git = 'https://github.com/cds-astro/cds-moc-rust', rev = '5032e6163fd88cb57ba535eca9bff744931cfbb2', features = ["storage"] } +moc = { git = 'https://github.com/cds-astro/cds-moc-rust', rev = '361eb278fe782bfc053433495c33e3f16e20cdbd', features = ["storage"] } healpix = { package = "cdshealpix", version = "0.6" } # healpix = { package = "cdshealpix", git = 'https://github.com/cds-astro/cds-healpix-rust', branch = 'master' } rayon = "1.10" diff --git a/notebooks/01-Creating_MOCs_from_shapes.ipynb b/notebooks/01-Creating_MOCs_from_shapes.ipynb index 4b98ef74..28cece11 100644 --- a/notebooks/01-Creating_MOCs_from_shapes.ipynb +++ b/notebooks/01-Creating_MOCs_from_shapes.ipynb @@ -106,7 +106,7 @@ "outputs": [ { "data": { - "image/png": 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+N9q0ItbqcYAY2RVaBSrFCtgqi/E3jWPPT+3B5OuTiE/Esfc9tXR2CmUtQMVUH0HFFGWtwbIsrn35GnyXfEhOJ2H0GsFWWeTmcrButQKAqBICkG0oRsI0XNhdR12QyCSYOiM+3nnYCalS2jRKgCNyL4J0kJisHQcdUGgVokpL/VZc7EmMD/Mc2TcCpVEpqsDUCxihudu2ywa1RY2Z8zO8T6mVgOkUobDjDOLBW0E+WJQLKOUQCjujx4ihDUMiI7vjgEPUiVdIFeC/4gcA6Bw6WLdaMfd0TtT9qLVpMbxjGPHJuKj7UW1Rw77b3mCU11g0sO22oZAqIPYwBstWC+KTcZRzZQzvGMah9x+CyWvq+ntCofQTi7l+07oshUJpS7VSReBGACxLsohO/85pTJyaQPRBFKVsCZF7EUQfRJENZcEwTEPFxnuCZBtJ5VI+04lDIpOAkYqP97zogVwjh0Qqgfeklxcsk69NolKqkO7AM1O8kHIfd0OpV4KRMBh7aYw3bU+enkQ5TwzXvss+Xki5jrmgMqnAMOR4tVkNAJg6M8VvSQZvBHkh5TzshMaqAcMwcD/vhs5BQnmnz02jkCx09T2NPYnxQmpk3wifjWXfbcfQxiHyni/5kAmTbdDEVIIXUrZdNgxtIMdYt1ph3UYErP+qHyk/Mfan/CleSFm3WXmRO7RhSJSHxX2vhKJtaMMQ7Lvt/OsLq4IyDfFlVctVFFIFzL4xi2w4i2K6CP9VP87/4Xk8+vYjAGTQdPSRuGpIoaxVaGVqmaGVKcogk41mcftvb8N/xQ/HAQfYCouJ0xN89QQgxnG2wvLmcw6FToHR55obx4UVGA6pXArX882N4/Wt/hytttvqKzD88S2M4/W+K45WfiShkd2y1QK9Y+Gp8hyzl2f5LsZWxvF8PC/qsuOor1ZxCKtQQrhZgPW02l5sFfXQyshu2WJB9KFAMDHkMdcRFxLTCaT9aWx9+1Zs+sFN1LBOGTjoNl8fQcUUZZBgWZa/6GUjWZz7/XMI3gqiUqhArpU3iCalXgnHQQcAUhnhKjXcNlQ7hAJGIpfAc9zT9nihQFKb1bDvsbc9PhvJioIsFzSmC7bdJHIJ3M8391FxiLbR7DpYt1vbvn694XuhjsB6AbOQ0bzeH9WqI5Cj3phen6e10PvnohvqHweILy4XzaFarsLgMmD85XHsfe9e/v0Lf88olH6FbvNRKJRFE3scw+UvXEY6mMbc0zmc+4NzmL0yi1KmRLZ1EoWG6lMhVUDSl0RiOsELqaENQwsKKYCMfeEESLVURexJYwI5RzaS5YWUdli7oJACiKHdccDB/z14s9FILvw6OCElU8ngOe5Z8GKv1CvhPk5G1KSDaUydmUKre9NyocwLDoVWgbGXxhaMVpApZaJOxqnXp8BWm79+tVIVCSnvSe+Co2G4bVSOmQszfH5VPSzbKJhm35hFOV9u8McBQCaY4bOzkjNJPPzWQ1z7P9dQypYwc2EG1758rWXGGIUyiNDK1DJDK1OUQeD6n1/HzIUZJKYSsGy2oFwoIxvOwrrNilKu1LCF5DziBFtlMXtZ3PnVahuqHcIKjEKrwOgh8dagsCJl32uHeki9qNevr8DUbw0uZcsOaBwRU19BEhrHDW4DzBvNi3p9oG5rsK6CJNyy66Ri1wzhNmr91qCw4sVV7OLP4qJtVIZh4DnhQeR+BJlgRvTa3pNeFJIFJCYSMG8xI+1PIx/Pw7rdikPvOwTTmGnR75dCWQnoNl8fQcUUpd+oVqqIT8Rh3mhGtVLF5c9fxuyV2VpYJgPIFDLRoF/hBZWRMPC8SLbk2nXDLYZWW2Czb8zy1bCFtqHavj7LYvrcNB/VwG2BtRMRiyV4M8iHk3KiUriVObxzGNphbdevL+xG5ESlcCtzaMMQjB5j168vjJngRKVoK3NEx5vdAfE2KteNKBR29Z65Um7+3+avOBK5BLZdNmx9+1aMvzze9fumUJYLKqb6CCqmKP1EPpHH3X+4y48JycVyePrqU2TDWf4YYbCmkGZhjgDpyHMfb+8v6hRhBUZIrxLHWxnZF/IXdYowToGRMPy2XDcVu2bU+7o4cdhNxa4ZQvEkkUn4rbpWFbtWRvZWwq4hJ4sh3Ya7f2I3vC96+WOkSin1VFFWHSqm+ggqpij9Qi6Ww9nPnEXodgjVUhVKgxKlXAnFlMBQblCKfEbNmD43zWctdWK8XizCCgzQ+8Tx+hE0vQrg5KgP+lxKxa4Z9QJmKRW7ZtQb2evzq+rhZi5ycHMMWx5ft+0KAEavEWMvjZFB2H9+HfY9dmx+22aaqk5ZVagBnUKhiIhPxnH+D8/Df9WPYqqIcr6MTCgjElIAyQbihgE3Ix1I80LK4DL0XEgBgHmjmc9aAkjXX68oZUsiITX20ljPKyDqITWcR2qVvWYRB93CVlmRkPKe8PZUSAFoyAPzX/WjWmlMsueo//qCN4MtjewARKN8OBKTCTz61iOc+eQZ+C75cPMvb+LGX9zgc8IolH6HVqaWGVqZoqw2d/7uDiZPTyLlT8G6zYpsJNswgsV52IliptiQyC2kXdr2ctALY7UQocfHNG5a9qTuxUYhLITQqN9uZE4vCdwIID9HxHX9VmWzry/6ICpKpRd60BqM+i94EHkQEW0xA8TAX0gWkJxOwrLVgkO/fKjhd5FCWQloZYpCWaewVZb3BLEsiyevPMHj7zxG6HYIUpkUUrkUuhGd6DmeF0jiuHZYy1+g557MIXgryL/O9LlpXki5n3cvu5ACiGDghh/nYjlMnJpoGT2wEHNP53ghZd9rX5GRJ1wiOydAJk9PolzortKSj+d5IWVwGVZESAHAyN4RPubCd8mHbIQIH2HUg1wj56MerNutsGyxAAD8V/z872KlVOGFlERGIhkkMglsO20Y3jnMf76hjUOQSCVQGpTIxXLwX/HjwmcvID4ZBzD/+x1s9LxRKKsNrUwtM7QyRVkpSrkS7v3jPcy+MYttP7YNqdkUHvzzA0gVUr5Tj2EYXpBwXXn121z1HhghvfYXdQLLspg+O82boRdrFvdf8aOQIhlYvfYXdUrscQzJmdpcwGYp460QeryGdwxDa+u+I7BbhD4wlUnFbwUbXAaYNzVGPRSSBfivEiO70qDkM8i0di2Gtw83HF9MF/kBywqtgm9CUBqUkMglMDgN2PXuXYg8iCB4M4jdP7G7aZMEhdJLqAG9j6BiirIS5BN5nP3UWYTuEHO52qJGIVmAwWmA1qZt2GLRWDWiGW311B+vMqlEM9pWg/C9MJ9hxKVvt6PX22xLRdiJZ95khsG18PkgdCuEbJRUg0YPjUKhbf81Lyf1nXgLCbtKsYLpczUju2WLBfrR1hle9SKe24plqyz81/xQm9XIxUiqum5EB++LXux7775V/ZlS1jZ0m49CWUfEnsRw+uOnyTiXRAGlbAnJ6SQKiQLCd8O82VxINpJFKVdq+ZpcXhJAEsdXW0gBwPD2YX4LafaN2aYRBxyibSi1vKPE8eVGO6zlA0ljj2MI3Qq1PJZlWUycmuCFlOcFz6oKKYAkwwsT2cN3wy0T2QFg7llt1qF9r72tkAJq238c8WdxVEoVJKYTKKaKSEyS/5dzZcSfxfH4u49x6rdO8Q0RFMpqQitTywytTFGWkwfffICnrzxF6E4IbKW2lB0HHWQEy6S4E85xwIHcXA7xZ3EAgG23DRqLRnTM3LM5/nkLtbmvBsItJJ1DB+tWcUdhPpFH4BrpMNM79bBstqz4e2xHfQWmfuu0WUBqv2Uu+S75UMoSMV4/rJllWTKapkBEjvt5N6SKxWV4he+GG24AnEeciD2ONQzZtu204fAHDi8o1iiUxUIrUxTKGodlWTz45gM8+OcHCN4KioSU0WuEUq9sGNPBGcdNXhPfGRe6FRJVEPxX/byQch119Z2QAoiPxv38/Ew8fxrT56Z5H1hyJskLqeEdw30npIBaBYaREoE0+dokHyVQTBd5IaW1acnWZJ8JKYB09nHblDPnZ5BPEA9VtVIlX8+8kPKe9C5aSAHzP7sttZ+dZYsFcrW8YWu6kCDC+vwfnW8auUChrBS0MrXM0MoUpRewLMtfVKvlKq5/5TqenXqGlC/V9Hj1kBq5udodfDO/kNADo9ApREOM6+fL9SP1vi7OUwOsvr+oU4QVGIPbwIeVmjebYXD2//kiE8rwIkbv1PO/jyqjCiP7l741nIvl+AHVWpu2oVrFwUgZ2HbacPAXD8K2s7UXkEJZDNSA3kdQMUVZKsV0Ebf+5hZsu2yw77HjzCfOIHw3LPI1MRIG3hPehi0kpVEJx/7Wieb1adQypXgm3yAQuBbgKyNA7xPHl5vUbArRh7Xcr5H9I1AZO+/2W22KmaJo4LVpzNTT4cX1RnatTYvhHcMNjwNEhI6/PI5dP75roH6HKf3JYq7fK98jTKFQOiYdTOPqn16F76IPk6cnoR/VI3QrxPtVONgqi2q5KhIVANkGqZQqLaMEhNUogBi3K8WKyAPTzzT7mvOJfIMPrF9hWRaJKbGvLRPMDJSYqg/djE/EYfQaeyZmhBVWgFTDLFstDT93AIg9iqGULSHyIIKTHz2JQrKA2TdmMf6m8YES2JTBg1amlhlamaJ0S/RhFFf+9ArmHs/BssWCdCBNwgsFK3Zk3wgSUwlRlQogxvG0P41MuHWUQNKXROwRyS+ybreikCzw2zSDUB0RZhNphjXQO/T8llCvqyPLQX1V0HXMxQdzDkqF0H/Vz2dIOY84MXt5lu/w60WFMPowitRs7Xcy/jTeIKJG9o0g9iQmGo2kNqsxvGMYpVwJyZkkLFssOPIrR1Ylo4syuNBtvj6CiinKYmFZFr6LPlz/8+vIRrKwbrPy/qX4RBzxiTgAcW7PxKkJ/vnOI07I1SR1u14w6ewk/Tx0J8RXFIRCS+iB6TQLaTVIB9OI3IsAEPuLhD6wToY2rxalXAm+i2RUjvB9Noxc6VPvWn2Gl/B9hu+E24r4jl5/fg1ws/mEHYGdrAEAkKllqBQqYKss5Bo5bLttOPahY/waoFAWgoqpPoKKKcpiqFaqePStR7j793fBsiyGNgw1VCdS/hQ/W8/oNYriD5pVA0RRAaN6pP1pvvut2fFCD4xmWNN3ht7oo2jbClp9xWe1wzrrEZqqW1XQ/NdIZhggFsf9gNCrJFPJ4DzSWEFrJeI7oZOfX7s10AqVSQXzFjMO/txBUacghdIKKqb6CCqmKJ1SypVw+29u4/F3HkM1pILe0To3R1jZAFpf1DjqzboMw8BzonV+kdDIvtCxK0W7asVSjl1JhFWVZhlfrY7tl7yvemHeTpR0k/fVqmK30LFAbQ2U82XR4wCJaGCrLML3wtBatRh/0zh2/F87Vv13mtLf0JwpCmXAyMVyuPz5y3j4Lw+hH9W3FVIASfX2vOjh/17Ol0Veqnq4HCOA+HEWmrHHZyHNz/KbfG2Sn423GnD5RZw48p5on1/EMAxcR138FtD0uemmhuWVJHAtwIsj5xHngiZ505gJtt2kKhi8GeSfu1okfbUML+FA41aojCo+DyzlS2HmwkzbQdW5WI4XQaYx04JbtK3WQNPfU5b8ey6SQ+R+BA//5SEe/stDVCur9ztNWVvQytQyQytTlIWIT8Rx5UtXEL4bhmWzBXJN51s6nVRgluqDEvmrViG/aak+qFb+qpViqT4oYQWmV/lNi2UpPqh2/iqO+GS8bSp/29evWwMclq0WJGeSKGXEna/mTWYwUgb5uTw2/cAm7P6J3asy/JrS/9Btvj6CiilKO/zX/Lj+letI+pKwbrO2jDBYiPquJ85HtJC/qFOSM0nEHhMPzEIDbnuJ0F9k9BoxND7U1esIO/+0w1oM7xzu2Xtsh8hftIQOvQYf0QKVxV7BsiymXp/iO/Tcx91d/44KO/9cR128gAlcDyAfJ1XDpfjDhGtAKJqFxnThGsjH80hMJeB+3o39/3l/X2yjUvoLKqb6CCqmKM1gWRZPX32K239zG6VcCZbNliWbpOsrMKmZFD/MuH5+Wjes9My7pVQrmiHyga3AzLuFZgguFpZl4bvgQ7mwMj6whWYIdoNw7qNtt0007LkXnYvC169fA87DzoaqbylbQvRRFMM7hnHw5w/2fZwGZWWhYqqPoGKKUk+lWMHpj59G9GEUcq0cBpehZxd1YQWGo5fdbKJKi1oG5+HlyULqVbWiHpad33KaP+stV1q6MNV8sd1sCyGswDgOOKA0KHv22hyijk6rpmEm3lLIRrMiEdXrTK3FroFKqYLI/Qh0IzpseusmbH371p68D8rgQw3oFEqfUkgW8Mb/fgOBGwGkA2nkormeipF6YTD20lhPYwGkCim8J7wAgHKuTIzpPTTxsiyLiVMTvJDyvOjpaSwAwzAYOzkGjZVUuabOTKGYKS7wrMURvhvmhdToc6M9zzWybLHAup1UufxX/byw6hWZUIYXUuZN5p4KKQDQWDRwHnHyf5epZcu6BhgJA7R7eRbIRXMI3wnj/tfv48krT9oa5SmUZtDK1DJDK1MUjtRsCle+dAWB6wEMjQ/xW0BAb7ZQeuUv6pRWHphuEVa9pAopXMdcy7oN12sfGMuymD4zzYvLpfiLOkHkA5ufV7dUYo9jSM6QYcsj+0agMi1fCv5y+MBEa8BjFI3qaVaFrN+KlWvkKGVL2PojW7HjP+7oizgNyupBt/n6CCqmKAAQvhfG1T+9ivizODGaK6RgWRYzF2ZQKZDYgqV4YET+ol02vvKy3Ag9KkvJQuq1v6hT8vE8AteJD8zgMsC8ydzV6yyHv6gTKqUKps8SAcpIGXhe6N4H5rvk42c+9sJj1wnLtgYEHrvQ7RCykcZuVNFW7DYrdCOkgpiNZJHypzD20hj2/cy+ZdlGpQwGVEz1EVRMrW9YlsX02Wnc+IsbyCfysGyxNJhsIw8iSPvTALrzwIj8RU1MtsuN0ANjGjfB5DUt6vmtLmorRblQ5mfiyTVyOA87F3iGGKG/SG1Rw77b3vP32I6G6IVF+sDqowtWIzG+p2ugicdOVIXcOYxsJItMsHXUQzFdROxJDCP7RnDw5w/yeWWU9QUVU30EFVPrl2q5igf//AD3vnYPjJSBaczUsmqQDqQRuU868YTzxtrRT3PcRFlIJhVG9nWWhRS+F+Yvao6DDij1q1MF6FZQZMIZhO+QDK+hjUMwuo3L9h4XIngriFyUDLzuNA9MmOGl0Ckw+tzosr7Hdiz3GhBWITnabcVWisSYbnAZsOWHt2DjWzZ2+qVQ1ghUTPURVEytT0rZEm7+1U08eeUJNFZNRyZkkQfGrsXw9tYeGOH2zkr4izphMR4YrmLHpVUvt7+oU2avzKKYIob0hXxgsScxJKdXxl/UKYnpBOaezAEgFRjtcGsfWG4uh+CNmr9oaMPyeuw6YbnXwGKqkLzAZogRf+979i5pG5UyeFAx1UdQMbX+yIQzuPZ/rsF30QfjmHFRQZnCC4REKoH7BXfDybuQKsB/Zd5fNKKDddvK+Is6gWVZzJyfQaXY2gOzWv6iTpl7Oscbl+177VAPNfrAfJd9fLL2SvmLOqUTH1hiKoG5p0R0raTHrhNEa0Amgfv4AmtgkR67TqqQ9RU7tUUNtsJi+3/Yjq1v37oscRqU/oOKqT6Ciqn1RexJDFe/dBWRBxFYt1q76nBr54FJ+VOIPlg9f1GntPLAlLIl+C6R7UC1WQ37npX1F3VKNpJF6DbxgQ1tGILRQ7bv+sFf1AmiCoxWDuehWgUmeCOI3BzZDlwNj10nrMQamH1jFsV0YxWyVcUuHUwjG8li4/dvxJ6f2tOX3zdKb6Fiqo+gYmr94Lvsw/U/u45MKAPrVuuS716DN4PIxWoXvcRUAunAvEBZRX9Rp4g8MFstkMqlNYGyyv6iThAKP9WQCtat1r7xF3VCs5l4wm3Y1fTYdcpyr4H6KmQxVWxbscsn8khMJOA84sT+/7K/7TYqZfChYqqPoGJq7cNWWbz2O68h/iyOSqlCBqn2aNtK6IHh6Bd/UScIt2M4Wm2d9SP1PjAAMLgNMG/sLkJhNRBWYABAIpfA/Xzj1lm/stxrQFiF5GhXsSvny4g8iMA0ZsL2H9vOh9hS1h40AZ1CWSHKhTJu/OUNhO+EEZ+IQ6FT9PQiVd/R5D3pHRghBQBKvRLu427RY/1g1O4UiVSCoY01Y/bwzuGBElIAaf3ntikBElA6KEIKaFwDBpehp2tAbRELe6VR2XYLT6qUopAoIHgjiFt/cwu+y76evRfK4ELFFIXSJfl4Hpe/cBkP/vkBFHrShh59EOW3tpZKKVviqyIqk4qMhhmgiyCHVC6F92Tt7r3XI2iWk+DNIF8VGT00OrDbOkMbhjC8k3TGBW8ERcng/YxwDci1ROAkZ5J8rtdSqZQqvDeL874VEgVMnJpoOlKmWqli8rVJsFUWbJVFIVnApc9dwsNvPQRbpZs86xm6zbfM0G2+tUliOoGrX7qK4K0gzJvMUGgV4i6kJW6ltDJADzr1Hph+NfEuNQizXxmUBgCg+RroZQOAqCPQroN1u5VEdpybRrXUGNkh+t4NqWHfS753SV8SxWQRm962CbvevauvOjspS4N6pvoIKqbWHsFbQVz7P9eQmE6Q0TCCLYdeBGl20po/yPRzWz7QWWv+INPv0RTAwmtg9vIsP6C6m2iK+uYIvUO8lRi5HxEZ3SuFStubm1wsh6QvCc8LHuz/2f0DtZVNaQ0VU30EFVNrB5ZlcfF/XkTwVhClTAmWLZaWd8XCCsxiuo5atWuvNfoxMBIQVysWCo0cZPo1NBXofA10G5ra6egaYQQDR7ubm2KmiNjjGMwbzdj5rp2LHktE6T+oAZ1C6TGVUgV3/u4OZi7OYO7JHHQjurbbC5w/BQD8V/z8oNVWsFUWE6cm+IuI94R3zQopgGyTuI66AJBKFZd6vZqkA2leSFm2WNaskAIAhiFDkblk/umz0yikCqv6nha7Bswbzfw6C1wPIDHd3gfGbeFxQsp93N12BqDeoYfjoIP/u2pI1bZKrNAqUEqX4L/mx42/vIHgzWDb90NZW1AxRaEsQDFdxJX/5wru/N0dfjuk3cm7lKuZZrktvtDtEL+1VU+5UOZ9IHKNnBjN+zAIstfIVDK+rbyYLhLT7yqZeCMPIvy2j+OAY90MtrVut8Ky1QKAiH5ua2ul6XYNaIe1fAVo7skcgreaCxjOOM4l83faFavUK3nRn5/LY/rsdFNjOssSIVgpVcBWWMQexXDzr24u+PqUtQMVUxTKAlz7yjU8+e4TmMZMsGyxiE7e/qviDKVsNMsP/DWNm+B50dO2ApOP5/mkaoPLsO62BhgJg7GXxngj+uTpSZQL5RX7/A3ViufbVyvWInqHHo4DpAITuR9B5EFvulE7ZalrQK6Rw/OCBwCQi+YaOvGENzeqocV3xcpUMr4blev+E3ajCjsCOQwuAzb9wKZFfR2UwYaKKQplAYxuIxQ6BYLXg2BZFqnZFP9vhWStjXru2RxCt4hJ1b7XDpPXBKB1BSY5k+RnqA3vGG46Q2294DzshMFFPAkz52eQj+eX/XM2rVYo+sM3tNIoDUq4nyd5YGl/GtPnmldgeo1oDezsfg1IZBJ4T3r5jsvJ1yZRKVUabm5G9o509foMQ0S/aoj4sqZen0IpW0IxXeSbFYRko1k8+7dnorBUytqGGtCXGWpAH2xYlsXNv7qJ6bPTDflRrmMuzF6e5U28/ONtTLO+Sz6UsiXRY6OHRqHQKnr7xgeUTDiD8J0wAMC8ycwLrF5TypX4i6zKpMLIvu4usmuNXnSjdkrodoj3EvZyDYTvhZEJZkSP2ffYoTb3pis2PhlH/Flc9JhliwVslUXscYx/TK6Rw7bbhr3v2QvbTltPPjdlZaEGdAqlB1RKFdz9h7t4+srTBiE1+twoZEoZfzfP4TjgaGuaHT0knufmecFDhZQA7bCW/x7FHsf4Sl8vaahWUCHFw1dgTIIKTK60wLMWB+cv4oRUr9fA8PZhWLZY+L+bxk09E1IAYPKaIFfX8tFUQyroR/UwuAyirt1StgT/VT+ufukqAjcCPfv8lP6EVqaWGVqZGkzK+TJO/+5pRO5FWnbimTeZRXeiHK0m2Qvzi4D+zPfpF5YrC2nu2RwSk/P5RT2sVqxFhBUY224bNJal54EJ1wAjJR2Fy7UGstEsL8Z1Dh2sW61Lfk2WZTFzYQaVQkX0uEKvAFthG6rOAAAGsG61Yt9798F5xEnX/ABBc6b6CCqmBo9cLIeznzmL0O0Qiqma50FlVGFk/wjy8Tzv8wAAvVMPy2YLCskCb0ivP3kX00XefK61aTG8Y+223fcKlmUxdWYKbIWcopaaheS/6kchSdr/13KGVy/JxXJ8i7/Ra8TQePd5YKuxBirFCqbPEfEmVUrhOurqWszUD732nvQCLESJ7AB4f2T940aPEUMbh3DiIyeWbeuU0lvoNh+F0iW+yz6c/t3T8F/xi4QUAL5tX2gqtWy1wLKZbCk0mHjPExNvOpjmLyKWLRYqpDqEYRh4X/RCayPz8KbPTndl6OXyizgh5XnRQ4VUh6jNgjywyURD92qnrNYakCpqcyErhcZOvE4RdQQK5mRy3ahCKqUKKqVKw2skphII3Qrh1G+dQjm/ch2rlJWBVqaWGVqZGhwe/stDPPr2I0TuRUR5R6PPjTYNlWxlmq038XK0S1umtCc1m0L0IUmjtm638mGTCyGsTMjUMjgP022WbmioyixiJl70YZTvgF3NNRC4HuC7RJ1HnCLfUzuE24WmMRNMY6amx0UfRZHypUSP6Z16SKQS0WBphU6B0edGseen98C8cf128A4CdJuvj6Biqv9hqywe/3+Pcffv7jYEa3In3XqBtNCQ3vrj3c+7123bfa8QbqPqR/Uik3Ez8ok8AtfIdiy3FUvpHpZl4bvkQzlHqioL/U6zLAvfRR9fhemHNbBYH1h8Io74BDm+E49dJpRB+C7pRlUalXDsJ/ldwVtB5KI5/jipQgrbbhuO/OoRPkKF0n9QMdVHUDHV31SKFZz++GlEH0Zbpj/b99r5OXJCRvaPQGVsnAe2lLt4SntElSalDM6jzStNSV8SsUekOWAxlSzKwggrMIO4BoQ+sHaVJqHHbjGVLOHcSY1VA4lM0vTcIlVKYdtlw1t+/y20WtqnUM8UhdIh179yHYEbAdHJTqqUYuylMVi3EQM5f2Ic1mDspTHe7xG4FkDSlxS9ntBboTQq181omJVCqpDyBt9yodzUAxO6E+KF1Ohzo1RI9RjLZstArwGhDyw+EW/wgTXz2HUqpAAyd5JLZM9Gsvy5xX3cDc+LHv44lUnFV64ogw8VU5R1DcuyQF1tliv9Cy8AQxuH+OA9rU2QhfQohtAd4qfIxXK1/KIxEz1RLhOc6VdpJN4bLguJZVlMnp5ENizIL9LRDK/lYNDXgEwl44UNP8WgyqJSrPBdeNwYmW4677hEdiH11SeGYcBImYbQX8pgQrf5lhm6zdffPPv3Z7j3tXsI3QrBttvWNCSy5VZGXRYSR68yeSgLI/S08DDz20p062TZGfQ1UO/r4ujEk9cpoTshXuBzKA1KGD1GpPwpeI57sOvHd0HvWB/DtQcJus1HoSwAy7KYOjuF239zG6HbIbiOuaCxaPgtJA7nEWdTIQU0v/t0HHQMxEVkrWAaM2Foozj7aOzk4gbZUrpn0NcAwzAke0pQhdY7eyekAMC2Uyws5Ro5HAcc0Fg1UA+p8eSVJ7jwRxeQ8qfavAql36FiirLuqFaqePD1B3jji2+QdnuWDNct5UoNQXu+i76W4zSaRSD4r/hRzNDhpitFJpTB3BNxBybXwUdZftbCGgjfCYuiUFK+VIMPbCnEJ+PIRmuVqVK2hOijKBLTCcQex1DOlRG8EcT5PzjfMLaKMjjQbb5lhm7z9RelbAmv/97rCN8LQzushW5Eh9iTGJLTtZOn0qCE44CjbVt0s66y1GyKNz4P7xjmwyYpy0PscQzJGfJzG9k/AoVO0ZBQTStUy8egrwGWZTH1+hQvpDwveFDOl2sp7cNaDO9cWrhofbaVRCrhv2cczsNOSJVSRB9EiSn9oAMHf+Eg/d3tA+g2H4XShGwki4v/6yL81/zIRXN8F5h6qCaSjB4jHAeIadY0ZoJtNzGdB28GeWFVSBb4E6J+VA/XMTKiwuA0YGQ/GZobvhtG9FF0pb60dYfvoo8XUq5jLqiMKkikZMtJpiTp5pOvTaJSbEyipiwd4RrQOXQDtwaq5SomX5vkhZT3pBcSmQQKnYLvxMuEM5g8PYlu6g3cMGdOSHEdgcJuVA6pUgpGwiATyiD6MIqp16fw4OsPuvq8lNWDVqaWGVqZ6g/mns3hyv9zBdH7UeideoRuNxrNW5lmS7kS36EkpFV+EU3dXj7YKivaim2VX9QvqdtrkU7S6MuFMmbOzwAA5Go5Rg+P9s0aKGaKmL1Mqk8aqwa2XbaGY7jOUK7T1/OCBxJZZ7WHTucBCnOshEjkEli3WfHWP3zrkmZRUpYOrUxRKHVc/7PrCN4IYnjnMDRWDX/3yeE87GxpmpWr5aJ8GKB9fpEoCynXPAuJsnjK+TIvpJT69vlFli0WWLeTnDD/VT8vrChLI3w3zAupdmtAppTxa6CUK4mqQKtJJpThhZR5k7mpkAKIMX3s5Bg0VnJOmDoz1ZEPrL5i5z7mbikiHQccMHqNDY8PjQ9hxzt3UCE1YFAxRVkXeE94oRvRYerMVNN2bt8lX8u8F5ZlMXNuhv+7+3n3gvlFfBaSoZaFRIebdk9uLoeZC+RnYPQa4Ti4cH6Rzq7D6HMkCyn6MMqP+aAsHs5flAllAJAAyo7XgJ6sgcnTk6u6BmKPY/zvwMi+ERhcC+8U2HbZYN5E5ufNXp7lv/5mpGZTfACodZsV1q3WBV9/aHwI5s3i+XzxiTgefPMBYk9iCz6f0j/Qbb5lhm7zrT7cyJjIgwgywdrJUKqQwnXMhfCdMLIR0m1TP7y4Xnh1Y2qeezaHxCQZdNrJfC+KmMRUgp+Z2E1+UaVUwfRZUi1gpAw8L3j6ZstpEFgLa8B3yYdSlnTluo65eF9dp+TjeQSuky5Rg8vACyyO8N0wL7RGnxtddFhsvZWAkTCwbrfC+6IXu969a1GvRekddDZfH0HF1OqSnEni6v+5SvwJiZo/QefQie4ckzNJxB6Lu5BK2RJ8l8gJTm1Rw77b3vX7EE2eHzfR4aYdErgRQH5uvhtqgeHS7ahv4V+MB2Y9M+hroFOPXSeIfGAaOZyHnWBZFtNnpvltfPdxd9fbc/XzDAHyffIc92D/f97fVyN51gtUTPURVEytHvHJOC597hJCt0Ki7QXLVkvTtGHh3adcI+fvZIc2DsHobvQ2LBbh3afKpMLIvpElv+ZapUH8vOjpaqxHPaFbIT7zp74KSRGTCWcQvkO2xQZxDZTzZX5rWKFXYPTg6JJfs16cCelFFAdnKaiUal2oWrsWm966CXt+ag+kCuqjWkmomOojqJhaHcJ3w3jjT95A6E4IbKX2K77QNpHw7hMg3gqVqXkCejfU333SLKRGhNty3FZsL79HiekEH/Q5vHMY2uH+zUJaLYTZa4O4BnJzOX5AudFjxNCGoQWesThmr8yimCKGdIVWwc8p7BXCbUmACM/n3vccNr11U08/D6U9tJuPsq6J3I/g/B+dR/BWUCSkAFKZaHf/ELwZ5D92HXX19CICgM9C4u4waRaSmEKqwAsp3YgO7udbd0N1i9Ft5Csi4TthfnuXQvBd9vFCynVshdZAqXdrIDGV4IWUbZet50IKAEYPjvLfl2KmiNxcrmevXUgVREJKIpPA6DXCvNHc5lmU1YaKKcq6YCEBw1ZJyF4pQ05i3hNeyFSLM6l2CsMwcD/vhs5B2sqnz003zZtZb6T8KfivkG4oy1YLrNsW7obqFpVJBdcxFwDil/NdbswRW280XQOLNGp3SsMaODuNQmrpayB4I8g3KzgPO/log+VgZN8IH60QvBFEYiqx5NcUrgHrNquoa7WXgpPSe+g23zJDt/lWHm5kTOBGAFK5FPY9NdNs5H4E6UAaABnIqtQrxd4KnYJvp18J0oE0P4+rlZdrPdDs57IS9NKgPMgM+hpYLo9dJwhN+qohFUb2ducDa7UGqpUqog+jUBlV2PuevXAf7321ltIc6pnqI6iYWlkyoQyufeUafBd9MLgNolExHMKTt86uQzpITmAGt2FVSumFVIG/G9XZdXzY5HqAZVlMn53mM76W0g21FGbfmEUxTTwwrqOuZatK9iNCf9EgrgGhx04ilyzL1vBCLMUH1skaYFkW8Yk42AqL7f9hO7a+fSvtRl0BqJjqI6iYWjliT2K4/PnLCN4KwnHAAbm6dRu98OQNEG/Fcm4JLITogiCTrIu7z34z4889neO3aux77U2F+FpDaMYfxDUgEmEjumXdGl4IlmUxfW4a1VLnNwaLXQPpQBqZcAbP/eJz2PiWjb1545SWUAM6Zd0RfRTFhT+8gMD1AKqlatNZekLiz+L8x8vtregEqVwK70kyfoMbwrqWR9CUsiX+IqI2q8lomFUWj0MbhnrugelngjeDvJAaxDWwkh67TmAYBp7jHuhGOvOBCdcABzcYuRnlQhnRh1FobVroR9enHaCfWVdi6hOf+AQOHToEvV4Pm82Gd7zjHXjw4IHomHw+j/e///2wWCzQ6XR45zvfiWCw1uE1MTGx6id9SiPFTBGFdEE0/2vi1ETDPDBumnsuRrpvPC94ug6C7DUMQ8ZvcOnQU69Pibp61grZSJb3mAxtGBJ52lYbjVUD52EnAFKpEnZ3rhXWwhqI3I8g+oDMCHQcdPSV19C6zQrLVgsAwH/Fj5S/cS5k/RpYSMSng2nMnJ8BI2UgV8v5nx2lf1hXYuq1117D+9//fly4cAGvvPIKSqUS3vKWtyCTqY0Y+eAHP4hvfvOb+Pu//3u89tprmJ2dxX/4D/9hFd81pRPMG80weU1Q6MUhjJOnJ1EukMDOSqnCm1QlMtKe3Y++A/seO9/O7bvk40fdrAXmns4hdJukYNv32mH0LD0IstfINXJ+EHYuliOifI24IQZ9DXD+Is6o7T7uXrFmhcWgd+j5Trzogyjv0QSar4F2Ij4xnUDkHnl+tVRF4HoAt//2NiZem1ihr4bSCevaMxUOh2Gz2fDaa6/hxIkTSCQSGB4exl//9V/jP/7H/wgAuH//PrZv347z58/j6NGjmJiYwPj4eMcnV+qZWn7yiTzOfuosQrdDLSMGhjYO8Vsag2LyXu7gwZVm0Eze/WKO7xVCf5HWrsXw9uFVfkcLI1wDeqceKV+tyrPaHrtOqDfHy5Sytmugfg6i2qxuWYUyjZmw9e1bse0d29ZlB+pKQD1THZJIkHKq2Uy6V65cuYJSqYQ3v/nN/DHbtm2Dx+PB+fPnV+U9UtqTnEni9MdPk9l7AiFl9Bgx9tIYhneSCwYnpCxbLAMhpABAPaSG6yjJQkpMJUSt34MEl1/EXUSWM8OrlzAMGYqss/c2C2k1SAfSNX/RFstACClAvAY4IaUaUvWFx64TRD6wUnXBNVBfLRRuxXKvwxGfiOP2V2/j6feeLueXQOmQ/j+jLRPVahW/9mu/huPHj2PXLjKVOxAIQKFQwGQyiY612+0IBMjMtrGxsbZVqXQ6jXg8zv89lWrcL6f0hrmnc7j0vy4hcDPQkHRezpGtvfq7umwkO1DmTe7kC9S8LoOUhdRsOOygYd1uhdKkRPRBFP4rfli3WXmT8SAQeRBB2j+fX3TAAaWh/7bF2iFTyeA94eXzwPJzebBVdmDWQLMJB+V8uaVPrVqu8tVQjlKu1LQ7WaFT9DyhntKIz+dDMpnk/24ymaDTic8B67Yy9f73vx+3b9/G3/7t3/b0dT/84Q/D7Xbzf3bs2NHT16fUyIQzSAVSIiHlPOLk/23i1AR/EeEeHyQPzNwzgbdijx1yLTmZCn1g/Uw+nueFlMFlGEghxaF36OE4QDwwkfsRRB5EFnjG6sO16nNrwP28e+CEFAcjIcZ0ToAM6hpYyAspHKektWlh2VIzsnPbfxqLBtbtVkgVUqjN6hULJ13P7NixQ3Rd//CHP9xwzLr0TH3gAx/AN77xDZw+fRrj4+P84//2b/+G7/u+78Pc3JyoOuX1evFrv/Zr+OAHP7jgazerTO3YsYN6ppaBSqlCtviu+FFMF+F5wQOJTNLgO+C8FYPkgfFf8fNbSkJvxXIOoO0lyZkkP/NuLQ0TrhQrmD63fEOYe0W/ZXj1ktjjGJIzA7YGdgxDayNroJUXUpQEv8XCV9ALyQL8V2uZeGMvjQEAUrMpxJ7EYNtpw3O/9ByGdwzG1u0gwXmm7t69C72+tqPRrDK1rsQUy7L4lV/5FfzTP/0TTp06hc2bN4v+nTOg/83f/A3e+c53AgAePHiAbdu28Qb0xUIN6MtDMVPEzb+6iaevPkU2XLvDs++x850wUqUU7mPuhueG74WRCZIOzpUcXdIJnYw3yYQzCN8JAwDMm8wwuPrr9yp0O8TfdY8eGoVCq1jgGYPFao4u6YRSrsTnrKlMKn6o81qi79fArRCy0dZrQDS+R6+AQqdouxUrPF6qkELn0CExSTy/Sr0S2hEt9v70Xnhe9KwZ0dwP0AT0FvzyL/8y/vqv/xrf+MY3sHXrVv5xo9EItZrkmrzvfe/Dt771LfzZn/0ZDAYDfuVXfgUAcO7cua4+JxVTvScTzuD8H5xH8FYQli0WqIwqxCfjoiBO07gJJq+p5WukZlOIPiQ5Nf3igVmMv6iYKWL28iwAUva37batyHtsR4PImK8UrlUC1wN8yKLziLNt4v5KkY1mEbpFtoYXWgODzqCvgfobJ4BsxXID2Rd6bYBUraVKKRKTCVRKFRz4uQMYf3m86fMpi4d287Xgi1/8IhKJBF566SU4HA7+z1e/+lX+mD/6oz/CD//wD+Od73wnTpw4gZGREXzta19bxXdNEZKYSuDc75/D7JVZlDIlvtwvDOe077EveBHRj/aXByafWJy/SKFV8FlI2Wh21X1gwvwiRsr0bX5RLxnZNwLTuAkA4Lvo4ysRq8XcszleSHWyBgadQV8DnA9MSNv33+SfuOOT00kwEmZgTPlrkXVVmVoNaGWqt0yemcTF/3lRtLUnZLH5Rf3ggWnlregElmUxdWaKN+Gvhg+smC5i9g1SIdDatOvOu5GL5fitZaPXiKHxlc8DE0aDDEKGVy9ZC2tgIR+YqGqtlkM7ohVV4qUKKRwHHNj/n/fzpnXK0qHbfH0EFVO9pVKs4PTvnsbsG6QyJaRb78pqemB65S8K3w0jEyI+sNHnRqHQrYxPKR1M8+nMQtPsekPoaVEalHzVc7mp3yrqN//WSjLoayATyiB8t9EHlk/kEbhGonn0Tj0sm4lYEop4gISC2nfbceiXD8G8ydz110OpQcVUH0HFVO8oF8p4/XdfR+R+hD9pcvSiW2klPTAsO38RnF99vfAXiXxg26182ORyEX0YRWqW5KgNYn5Rr2nooFvmPDBhVVWmlsF52LnuzceDvgZEPjCrBiqTqm3VWlgRA8jWoXWbFTvftbNhC5GyeKiY6iOomOodFz57Ac/+7Zko6VyhV2D04GjPPofQyG7bZYPGqunZa3MIoxsYCdPTDhxhG7V+VL8sJX+WZeG76EM5T3J+2plm1xssy2L20ixKOVI1Xa7vTatqBWUF18AFH5911cufc320C9C+al0v4gEyaubAzx+A57inJ+9pvUIN6JQ1ST6eb0gT7nVLtHBrIHQ7hLlncz19/WK6WAvfG9aQ6kUPqwlKgxLu50kcRGo2hZnzMz015VYrVUy+NskLKe8JLxVSAhiGgfOIE3on2eqZPjeNfCLf08+R9CV5IWXdbqVCqo4VWwOF5VkD3EgZITJlaw8cI2EaPHKlXAnFVLHFMyjLARVTlIFh41s2wjRmAgD+bjNyL8KX9ZdKfCLOd0Nxr5+YTIgC85ZCOpjmS/LmzWbYdi5PK7dUUZsHVi6UMfnaJKqV6gLPWphSrsTfASuNSjIfjXYPNcWy2cKbkAPXAkj6kgs8ozNCd0KIPSLbPqPPjS77NtagMuhrgGFIpx8Xdjt1Zko0WoqjWhbf3OhH9ZDIJTBvNMO2a/WjItYTdJtvmaHbfEuHZVlMvT6FG395A/m5PKzbrJDIJGLPiEoG55HuPSP+a34UEmT7kPNL9dIDE30U5Qe1juwfgcq4MqnNzb6ubhCaXU1jJl7UUtoj8sAMa7oW0Nwa4CJA1nqGVy8Z9DWQ9CV5AS30gQnDWYFaMno6mEb8WRy23TYc/bWjMDjpdadbqGeqj6BiamlUy1Xc//p93Pune5DKpTB6jSLBtNRupoU6+ZbqD+oHf1F8Io74RBwAYNttg8ayOB/YUp+/3hF55BgGnhOL88iJPDQMer41vB4Y9DVQ75HTWDSiTj4A0I3ooLVr+VE1jJTByN4RvPzbL69YZ+Nag4qpPoKKqe5hWRZX/vcVPH31KbQ2bdv8pW7uPhdT2eqmsrTS3V3tECVjL+KuOnAtwHt++iXlexBhWRZTp6d4706nlaX67i66ddM9g74GhOcrDttuG5QGJT8cWYhcI4fnBQ+OfvAoXbddQg3olDVDfCKOfCIPqbJ9NUeY9uy76EMulmt7fCFZ4E9M+lE9XEfbh3VaNltg3W4F0JkHppwv17wVhtX3F2ksGjiPkFT1+EQc/mvtfWAsy2Li1AR/EfG86KEn5CXAMCQRm+sOnTozhWKmvUE4E8rwQsq8iXpglsqgrwGpQgrvCbExXWVSQSqXQm1WNxyvNCrBVtl1mzu20tDK1DJDK1NLY+LUBG5/9TYi9yIY2jAEo8fYcIwwzkDv1PMVpFZ3n0vJohElHQ9rMbyzMem4HxKxW9FQLWuSzyWq2CllcB6l+UW9pJPE+9Xy2K0H1sIaECbeC1EalKLH1WY1nEecOPIrRyDX0JuhxUK3+foIKqa6x3fJh2tfuYbogyhvvK0XMM2CNoXGTJVRhZH9I/zxvUhJbpcTJcqp6lN/UbuMnJXI6KG0zomqz6lyHXO1bYundMdaWANzz+aQmEzwf+dEofAcBwByrRz7//N+7HjnjtV4mwMNFVN9BBVT3eG77MOlz10SnSw4GAkDzwuetsbzZn6lqbO9m9/VLME8dDu0YgnqvaA+vbmYLq5oevR6RzhvTaaWwXnIKfqdXk2P3Xph0NeAsMpuGjdBY9XwW8MAMaEPbx/GoV8+tO5mZvYCKqb6CCqmusN/zY9Ln7uEuSe10EzvSa9IwACAVClt6Xeqv/sUvk6vSvbC2XocgzQfTThXjGMl55qtd+q7UQFAqVfCcXBlZvtRBn8N1EckAMRjp7Fq4Lvkg3WbFa5jLuz96b2r9A4HF2pApww8Q+ND0Nl1kKnJFgfXaefYL77I2PfYWwojhmFg2yM27ToOOHrqfajfAhjeMTwwQgpAg19HbVYPzEVkLcBIGNj32kWPNfPhUZaPQV8DcrW8Ybiy3qmHTCWDwWVA+G4Yz773DI++/Yi3S1B6D61MLTO0MrV4kjNJXPnSFQRvBiFTyJAOpgGQ1nCuCqTQK/hxCa1MvJlwBuE74YbjlzLZXYjQWyHXyFHKEp+LwWUYiKntzWaAAWRrwPNC7+YFUloj9NgptAq+w8++x960Q4vSW9bCGvBd8vHnHiGcfxQgjTDlfBlbfngLdr5rJ/XhdQjd5usjqJhaHNVKFa/+xquIPorCttMGqUKK3FyOD6IDaiX4fDyPwHVi4q0XMLHHMSRnSHzByL4RqEwqcSeeTbskD4GoI3CbFboRncgDI9fI4Tzs7Pr1lxthfpHaooZ9t70xwJSmbC8rgRsB5OfmPXaHnZBr5MhGsgjdns9CGjeJIj8ovaWULcF3iWyPDeIaqN8i5jx2kQcRpP3phsez0SwSUwnsfc9eakbvELrNRxlYGIbhx8WE74bBsizCt8P8v7uPu/kSvMqkguuYCwCpZnEnRt8lHy+kXMdcUJlIW7lCp4D7OBmAmgllyHiOLu4lwvfCvJByHHRAN0JMqjKljM+BKWVLmDg10Zdl9Uy4ll80tHEI9t1km4mbB8Z1IHaShURZPHx+0Zwgv2i+bV1j1fAiPP4szt8sUHpLJpzhzxeDuAbK+TIvpBQ6hSjHzrrVCtO4iT82HUijUqwgdDsE3YiOjoJaJmhlapmhlanFUSlVcPrjpxF7HONzdjhaGcebmXiB1t1Q3d59siyL6bPTqJbJwNR2HYGzV2b5bUXXUVfDVPfVIvYkhuS0uGLXjMR0gjf/D+8c5geuUpZGpVTh06qlCilcx5o3T3SShUTpjkFfA8JKvdFjxNCG5jl2wko8QLYubTtt2PDmDdj69q0r8l4HHbrN10dQMdU5xUwRN/78Bp6++rQhwXyhmXblfBkzF8gWm0KnwOhzowt+vuCtIHJR8nm4bZZW1HsrOrm4zT2dQ2KKRDvY99qhHlpdD4zvsg+lTOf5Re22USmLp5AqwH+FeOx0IzpYt1nbHs+yLGbOz6BSrABYnbmOa41BXwOJqQTmnhKBZ9tl4xP1WyEU7xzmzWbs/em9onw8SnOomOojqJjqnCevPMGl/3WpabIvQDrxlAZlw+PCOzWdQwfr1vYXKSGd3H2KvBVmNex77A3HtELogWmV4L7ctPJWdILIB6aVw3mof31g/UzKn0L0Adkatmy1QO/ovAEicj+CdIB4YFqtAUp71sIaCN4IIjfX2c2fkPpKvEwtg9FtxJt+9019U23rV6hnijKQ2HbZYNlq4efwWbdZMfbSGH8H77/qR8ov3vpLTCV4IWXbZVuUkAIAo9uIkX0kIT18J8yP+eBo8FYsQkgBYg/M3NM5kZF+JWjnregEkQ8s078+sH4mcj/CCynHQceihBRA1oFlK4ngaLYGKO0Z9DXAeew4ISX02HUC5wPjvmalXgnnIWfL7U1Kd1AxRekbkjNJFNNFVEtVuI65eGO3bkTHhxhGH0T5gL3gzSBf8nYedi5Y8m5Fg5H9MhFPsScxPlphZN8IjO7uqkpyjRyeFz0ASBVt4tREV8b3xZKby/Fbn0aPsaOtz2YwEnIy5oz/k6cnUc6XF3gWhWVZTJ2Z4qtK7uNuKPXdVZX0Dn3TNUBpj3ANGNyGgVsDlVKFrypJ5BJ4T3q7zrHznvBiaOMQipkiMpEMP62B0hvoNt8yQ7f5FoZlWTz69iPc/bu7qJQqMG8yN93Lb7b/D/QucbyVkb1X89FYlsXMuRlUSvMemCWOtGmHcPuyE29Fp/SbD6xfWS4DuXANSGQSuI+7qe+lBctlIF+pNZCNZhG6RSwCnXjsOqWcLyPyIALrVisO/sLBlgZ2Ct3mowwY1XIVj7/9GJlwBuaNzYUUAEjlUrifd4se87zQu9EtjIThy/kc3hPengXcMQwD93E3X3GbPjuNQqq5P2wpBG8G+YvIUip2zRjaMATbLpIqH7wR5C8qlBqlbIkXUuohNdli6ZHgkcql8J4kv6PVchWTr02iWqn25LXXEvVroJfeoJVYAyl/ihdSYNAzIQUAMpUMpjETAtcDfNWOsnSomKKsOlK5FNt+dBv0Dj0pnxeal88LqQKmz4krU1Nnppqm/3ZDuVDzVjBSZtHeik4ReWCu9M4Dw3sr5jshPS8szlvRKQ0+sJsr6wPrZ7KRbM1jt2GoYVRML+A8MFxC+tTrvVsDg85aWANCjx0AgCXnuV5tIiWmEwjdCmFk3wg2vHlDT16TQsUUpQ+IT8bx+LuP+aDNmfMzvNmSIx1I823llq0WjL00xpenfZd8DcOGF0s+nuc7dgxuA7wvehd4xtJo8MDcX5oHRuStkM17K5YxuVnkA4utnA+sn5l7Osd3btr32pe9c9O+x97TNTDoDPoa4HLshB67XlchZy7MYO7JHKrlKuaezvH+UMrSoWKKsqpEH0Vx/g/Ow3/VLzJ0Bm8EkZgm5fPI/QgvNhwHat1QRo+Rv/MP3Q7xZvTFkphO8FkywzuHYd64MlkySr2ST2RPB9KYPjvd1cm4kCrwPhqdXbdiM8UkUvEFa/K1Sd4Ptt6YfWOW3+5xHXWtmJesV2tg0Bn0NVCtVEXP9Z70QiqX9qwKyVXshOdYiVxCc8t6CBVTlFUlMZlAciYJtlITEY4DpGIz92QOE6cmandqz7sbMnbUQ2q4jpJOvMRUQpT42wnL6a3oBKEHhruzXszdp6hit8UC6/beeSs6gWHIQFidfXl9YP0KWyUXqWKapN17T3hXPO1+qWtg0Bn0NSD02KmGVE09dkupQpYLZVHFzrqdjOvSj+ppzlQPod18ywzt5mtPOV/G67/3OnyXfSjnynzXU6VYEfmjFuqGWmwoXz8ONF1sKJ9woGk/hDkKgym54c9rmX4bbL2UYMpBZdDXwGJDfTsdJcNRP1Jm7KUx8nmjWYTvhmHbacPBXzwI205b29dZr9AE9D6CiqnWFDNF3PzLm3j66lPRnZbjoIO/05TIJPC84On4NX2XfHwZvFWkQT+3l3cyLqKfx4wUkgX4r86PTFlkGv0g0W9jRoR0sgYGnbWwBrqNWOh0dFY6kG7wYkoVUpg3mRG+S/LzGCkDyxYL3vQ7b+pp1+9agYqpPoKKqeZUy1Wc/fRZ+C77MDQ+BKVBidDtkEhUmcZNMHlNi37t2OMYb2avH2QqvFPT2rQY3jG8tC9kGWh39zkIA3CFVcV2w3wHleRMkk/KH94xDK2t/7ZK2q2BQWctrIGlDkJfqApZX7FT6BWiSjyHQq+A94QXhz9wGHJ177seBx2aM0Xpe1iWRSlXQilb4u8u5draYrbvsXclpADAvMmM4Z1EJAWuB/iLSjqQ5oWUZYulL4UU0MQDc4W851JO4K0wNfdW9ANShcAHVly8D6yfCd0K8UJq9NBoXwopoPUaGHQGfQ3wHrvU0jx2XCI7ZwXgImVYlsX0+WleSHE+U87IXl+9k8qlKCQKdKJBD6CVqWWGVqZa8+T/e4I7f3enYR5eN3dqzShmipi93GjG7QdvRSe0SmTvtmK3GgSuB/ixFc4jzoG9++1Hj10nCNeAxqKBbffgemOEieCDugY4eumxE1YhhbSq2AmtBAC5ibXvtuPYfz1GDel10MoUpe8pF8p48M8PkPKJAyt72Q2l0Coa/FbNOgL7Fe7uU8hSKnarwci+EZjGTQAA30UfstHBy0IS5hcxEmbZ84t6iXANZKPZgc0Dm3s2xwupQV4DACBX97ZZwbzJ3GBEb1exM3qMIo9fKVNC4HoAj7/zuGfvaT0yGGcEyppDKpdi7OUxqC1i0+Xk6cmeTWSvVqqYOjMlemz63PRAZSFxRlYAGH1ulM+bGSRMXhPse+azkG6FMPdscLKQiuki36ygtWmJN6UPt5XawQVYMlLyvgctD8x/1Y/EpCDDa0DXADf1oJQr9XQNZKPZhnwxfhRNE/KJvGg3gJEysG6z8tYCSndQMUVZFfLxPPxX/CgkC9A79U33/5dCM28F52+ZPjvN5wL1K5y3opAkeTWeFz38xPpBRG0W+MAmE3y3Zj+TDtY8dubN5r712HUCwzDwvugd+DWw0hlevUTv0Pd8DdRX7BaqQsaexBC4Nh9QvGMY3hNesBUW+US+Z2Ot1itUTFFWnNRsik89LyQLfEuwwV3bk545P4N8It/qJdqSjWbhu0jGJJjGTRjZNwKAnDwsW8jd4ewbs0gH00v5MpaNSrHCe6XkajnZVurRMOfVRKaS8eM3CqkCOdn3qArZa6IPo4jcI23lI/tHYHCuDb/jIK4BmVq2ptYAN0x9qWugWcWuXRUydDuE5HTNW6UyqcBIGOideuTn8sgGB28Lvp+gBvRlhhrQG3n0rUe4/MXLfEdLPUaPkc9fMY2ZYBozdfza8Yk44hNxAOROrdmWgDAHRj+q5y8u/UA+kefvHPVOPSyb++e99QqWZTF7aRalXP9lIbEsC99FH9/d1E/5Rb2EroHVx3fR19UaqG9M8bzoaSo0w3fDyIQyDY9rh7XIhGuPS2QSjB4axeEPHF4zNw29guZM9RFUTDVSSBZw5lNn4L/ib2jJdR93QyqXiruQrBrYdi3chcRVuoCFOwKFOTAypQzOo85V98IkfUnEHvV3flEviT6K8g0II/tHoDKubhZSQ37RGk8Qp2tg9VnsGhD9zNQyOA+3/5mlZlOIPozyf+c6/ITfZ4BUzGy7bTj2wWPQj+qX8iWtKWg3H6WvCdwIID4Rb5pt4rvoQ7VSFUUaZCNZTLzWugupG2+FMAeGm121mllIoTsh/uTWz/lFvcSyuZb1FbgWQNK3ellIQo+d0qAk3VBrWEgBfb4Gnluna6BNHlg+keeFlN6ph+vIwmG4+lG96EY09iiGUrYkElIASVX3X/Xj3B+c40daURYHFVOUFUemkolK2tw+P0CS0fmLmlFJ7qQkDMCS/f9qWXyyF3krVIvzVnBBdkojiUqYen2KL7uvFFx+UTZM/AqeFzxQaAfXaL5YtDYtRg+RcRixRzGE7rTuQloucrFczWM3ZuIHba8H+mYNnK5bAwPcbLFYRGvgcfM1kPQl+a1P63brorY+NVYN3M+7AZBKle8S+V0f2jAE93E3f5xEKoFMJVvzNxHLBRVTlBVnaHwIWpsWUiXxojgOOsAwDN8+D8xf1PaTx70nvNAMk7lRU2emUMwQr5XoTm2UdMp0s03h2O/gfVkrmYVULVcx+dokWJYlX+cA5Rf1ElEWUjjLf09WgvhEHMGbZHSPbbdtUf68tUT9GsjFVqY6wa+BKgswoGsAjWsgfCcsqtjp7IsfIC6sQnLonXpI5VL+5642qzE0PrSuhGwvoZ6pZYZ6psTMPZ3DlS9dQfR+FFKlFOkA6SZSGpUoJMg2XasBv8J9ftWQCvk50u1n3W7t6gRTjyhheZHG98XSjSdsrcOyLKZOT/EXkeVOGQ9cC/Ado4Oczt5L6BpYXViWxdTrU007/Hq1HvxX/CikyLlWppTxMTSmMROKmSI2fv9G7PmpPXxUzXqGGtD7CCqmapTzZbz6G68iPhmHbZcNEplEdPIGFr6oCTt9AHKn1ss7qVKuxG/5KI1KOPb3fssnE8rwU9vNm8wwuNb370U9woHXo4dGe77t2TAapkU31HqFroHVJ3QnxG97Ar0f5jz3bI6PVQBqa4AL9Nz17l3Y85N7evb5BhVqQKf0JRK5BNYdVjASBuG7YbAs25DUG70fbfFschEM3gjyf18Ob4VcLa9lISUKPR+/EX0U5S8iI/tH6EWkCbZdNn7cxezl2abt3d3CDZ0FyF35Wskv6iXLvQZij2N0DSyAbacNemetq04orJZKpVgRCSkASE4nUSlVELgegN6xduMolhN6FqGsKDKVDBK5BLlYTnRR407e+US+6cl7Jb0VEikxxHMm+cnXJlEpLm38BpdfxLVBu465Vj0KoJ8xuAwY2U/CVsN3w4g+ai2yO6WQLPAeO51DB9ex7jx264HlWAMA8WNxHWt0DbTHstmyrGtAP6qH8wiZERifiGP67DQYhoFEJuH9rJTOoWKKsmJUSyTygPNGAfPG8WOutifvYqbIz9jTWDUYO9l6iGevYBgGrmMuPnNl+tw0H72wWNgq2VbiuqS8J7x9E1LZz6iMKriOkfEbKV8KMxdnuq6QpGZTfEildbsV1q3Wnr3PtUqv18DEqQm6BhaJyqiqdeL1eA1YtlhEVUiA/JziE3HRDgClM6hnapmhnikxT155gjt/dwexRzGYN5ubJu5GH0aRmiUVHIPbwI9AWC1vRTqY5keLWLZYFhVqV86XMXNhBgCg1CvhOLh+2u57RX3i82LDNIVJ0L322K0X6BpYXTpNPW/FQmuAZVlMn50Gy7JwHnbi+f/6fNMmoPUGNaD3EVRM1QhcD+Dal68hfDeMkX0jbS9qwpM3AIzsG4HKtHpbAsV0kR96q7VpOxp6m4vl+LZ7o9eIofGhZX2Pax1hF9JCCffA/AXizDQfRMml61O6o6s1MJfjqxx0DSydxUx5ABqbLRZaA7EnMRSSBez+id3Y9Z929eZNDzDUgE7pO/zX/Lj8hcsI3gqiWq4i9jjW9nihQdJ1zLWqQgoAFDoFH3CXCWVI+3Kb+5D4pCC/aJeNXkR6gOOgA0avEQAwc2GmbRYS57HjhJT3pJcKqSVSvwYmX2+fB5aYSvBCiq6B3uA4sPg1IISLk2kGW2WRnE5CPaSGbmTpUTPrDSqmKCtCLppDPp4H5s+9+TgxmtfDeyuy/eetkMprwXfVSrVpIjswPy7nWRwA4DzspOXyHjI0PgTbbpJHFLwZRHwy3nBMKVviPXZqi5qMhqFG854gXANshW27BuaezgGga6DXdLIGhD5TtUWNkX01I3uzG9lipojJ05NgpAyURiXKucZRX5T2dCWmPvGJT+DLX/5yw+Nf/vKX8alPfWrJb4qy9nAddcGyxdLQJTJxaoIPqCvny7wvQKFX9OV8NG78htqiBkAS2Tnhx7JECHJ3f54XPTT4bhnQWDS1LqRncQSu13LHMuFMbVzGxiHYd9ubvgale7g1oLE0TiWga2BlWGgNcGGo3BpQmWrNHMmZJL9GALIVyx3PVlgEbwZx72v3MHWmffWdIqYrz9TY2Bj++q//Gs8//7zo8YsXL+Ld7343nj171rM3OOhQzxTh4b8+xBt/8gaKqWLTf7dstSD6gLT+Gj1GDG3o/y2BxHQCc0/I3bdli4Wfzi5VSGnb/QpQrdTmOAIkToFru19tj916ga6B1WWxa6DeyG4aMyE+EW94XalCCqPHiJd/++VFNRusNZbdMxUIBOBwNHZkDA8Pw+/3d/OSlDXO8I5hmDeZIZGTXznLVgvGXhqD0UP2/zkhZdtlGwghBQBGt5Evn3MXEd2IDu7n3fQisgJwcRpSBal2ivKLqJBaEegaWF0WuwYYyfxgaz0ZbM0JKedhJ8ZeGuOPk2vlsO2yQW1WL+8XsIboSky53W6cPXu24fGzZ89idHR0yW+KsvYo58qoFCtgK6QQWkyTClV9pYrbMhsUuNwcDq7bjLJCsBCFSfaTx269INxCAtB1FhWlS+rWAABUCq0DVlmWbThPlQtl0ZZetVRFKVfiGzgoC9OVmPr5n/95/Nqv/Rq+8pWvYHJyEpOTk/jyl7+MD37wg/j5n//5Xr9HyhogMZ1AajbF+6NSvhQmTk0gN0e6UUafIyJ87uncwATGRe5H+Iqa4wCp1JYyJZEPbGDIZoHSvDDM5cQfF+cFbz5f+7gPyKfLePQq2bKQqhUYPkQ8dpUKkJmfQFP/cTrd+HG12vrjVKrxY0ojMqUM3hPEmF7KDugaGEDKBYHPVKeAdRsJo/Vf9SPlb/yFrZRq45Skcik/XDp4Iyjq/Cumi4hPxPmbXsrCdOWZYlkWv/mbv4k//uM/RnH+5KpSqfAbv/Eb+NjHPtbzNznIUM8UoZAq4Oynz8J3ySe6a5LKpXA9T7wV9fv/vR7u2Su4gDuui0mY3TL7xix/AuokB6YviEaB69cBlQoYHwfu3QeUCmDDBuD+A0AuAzZuJB/LpMCBA4BuvnW6WgUkK9MULPxUcX8Ot14NolQE3LsMiLJmpFLAjh3A9DSQSgI7dgIzM0AyAWzfAczOAvE58rjw40CAfAt27ACCQSAaIY+HQkAkTJ4biZC/79oFuFyN76daBRiG/FnvDOQaGECEGV4GtwHmjWSeZSFVgP8Ksdvo7DpYt1sbHx/R8cKrlC2JDOkA8V5tfOtG7P3pvSvytfQrKxbamU6nce/ePajVamzevBlKpbLbl1qzUDFFyv5nPnUGodsh0SgZhU7BV6Q4WJbFzLkZVEpEcPVb0GIngm/u6RwSUyQny77XDvVQH/sOZmaAGzeIWpBIAIMByBcAtgqo1UA8DjASwDj/OFjAbCaCqlIB7t8nKsS6vONZ4nHg1i2i75hkAg8vzCGTAfJGG2R6DVJp8nZMRiCdARRyQKEgVaZKlXxZmTR5TK4g1apqBdDrgUx2/nEZKdBVqoBeRz6WKwCZjBToqlWiIT0eYNs28m2zWom4unGDfFs2b6aCChiwNTCACI3/tl22huiJSqmC6bNkBp9EJsHQxiG+im7ZaoHeoW95PIdliwUv//bL6zpzasXE1OPHj/HkyROcOHECarUaLMv2ZSVhNVnvYqpSrODMJ89g+vy0KLtkoY69yP0I0gGy3+I46OANk6uJ8A5ObVbDvqd12302kkXodggAMLRhiDfaryosCzx5QhSEzQa8/joQmyMlGiFeLzl2aqrJ4yDCS6MGqiwpARmMgMsJ7NvXMyXh9xMBMz4OPHoEPH5M3qapEIS8kkOxAKg3OSFRyjEhziWEy0kE0OQkH2sGAHA6iWCamibCiGN0lIivGR9QFsTrOBykQDc7CxQF1jitloizaISILf5jORFXL54gQmxmhogr+TpNBujLNbAGCN4M8mGdzsPOltET9ennQPtzqfB4hV4B74teHHr/ISi063f80mKu313VX6PRKN71rnfh3//938EwDB49eoQNGzbgv/yX/4KhoSH8wR/8QVdvnLL2YFmWGM/r/BNKQ3txxHWnAGSMSLO7qZVksRcGjVUD52EnfJd8mHs6h3w831Z8LTvlMnD7NlEmCiVg0AORKCnXNMAQMdUUFshmyB+OaIR4rBIJ4MSJRW/7sSwRT3Y7eerTp8DtW+QlJyeBZBKYi7EwJSZRBFAEEDd64JaRz8O0eLsSCaky1SOViMUUM/+f+rfd6vFMpubDKpbEH5cDwGunyMeJBKmo7d9PinzRKPm/Zp3kV/bdGhhw6sWR5wUPJLLWa43LA5s5P4NygdwltJvnxzAMFDoFiukiJFIJGBlDfW+LoKvK1Hve8x6EQiH86Z/+KbZv344bN25gw4YN+O53v4sPfehDuHPnznK814FkvVemWJbFo399hLv/eBfxZ3EM7xhG+G4YAKAd1mJ4Z+N8L6HnwrbLxosY4T7/SrKULYtquconEQOr5ANLJIA7d4iZiNvGS6fIvhiHXk9KQeW65GOtjpjOS3VGVI2GPL8g6ApSa4DxMWD3bqIaWlAuEzGjUJCn37pFqjjDw0QYzc6SSpFcTvRetVSBMUm2IFhGArjcSKTE30MGgNEIxBONn2/IBMzFGx83D5HCXD0WMxBtMu3IaiHvp+FxKynWcUgl5A3Z7cBcjHxdOj0QDhFb2o6dpOrFssTT3+ZbtSYYFC9kP1O/bec+vrjoicRUgk+kb7YtWP8zchxwYO7ZHBwHHDjwcwdW9UZ2NVn2bb6RkRF897vfxd69e6HX63kx9fTpU+zZswfpdLO73fXJehdTxUwRr3z4FSSnkxg5MAKGYUTbZULfVH2gnPeEl3RnCU4kQsP6StALM207w/qyk0gAFy8CwRBRD1oteXxionaMTk+UAkC29riyjcVKzEMAUR3JeaWi0QK2eRE84wPKgj0whYJsIT7/fNMSTD4PXLtGBNWOHcT3HgoBxQLZmpNKAamMCBAAiAcLpGwFgNHpYNxExHQ2A4TCtdcdGyP/TyaB2LwQUqsA+8j8580BgWDj8ZkMEJ5/HYUcGCWh0igWgFlBZN6YFwBDtu9CocbHWx1fKZNvkUZDPhfDEPG1bx/5+8QEMbWv9UQZlmUxfW4a1RIdOr1YWhnKF4to6LTAZlEulDFzfoY/jsubKmVLCN4MYud/2on9P7t/CV/B4LLsoZ2ZTAaaJifKWCxGTegUEXK1nITEGZWYfG0SpZy4c6SYLpJZfLkSL6TkWrlolIxwHhjX2rvc+SfcjEBOSHlPeLvuSmIYBp4XPNDZiTCZPju9MnlUpRJw4QLgD5CrejgsVg8c6RRxakeiNSFls9WEFECEmGne45bNAIkkMDcnFlIAqWL5/cSPNScu+yQSwPnzwNQkMOsjH/v9pDrFAiiVSdEskyGVnmwoXRNSVgsvpACi5xwjtdcOBonQ4YSUVlMTUgCgUgNOgWCZnSXCjvtWKJU1IQWQnVB3LToJ09NEMHFCSiabF2RM7XiPu3b8xCT59k/PkAoUtxXIsuRzXr4M3LhOfGCXLpHd17U8uYNhGHiOr8IaGHDSgTQvpCxbLF0LKQBQD6nhOkp+qRNTCcy+MYt8PC8SUgAZoFxIFjB7ZRbWbVZ4jnu6/wLWEV2JqRdffBF/8Rd/wf+dYRhUq1V8+tOfxssvv9yzN0cZfKrlKuKTcTLkGIDvIhFSRq8RYy+NQa6Vix43uA1wHnI2vA4/E29+i23q9allC/gUZrfINfKezQi0brfCspVUgPxX/LzBftnguvMUAoMqJ6gAwO0h+00AUS/p+Vwat7u5scdkJC5ugOxfJeYrVS4X4BQoj0oFCAQQePU2/GeeAAAePgTOnSVixDoMDNvIpxTuKo46aoKkGoqgOEv2ztQbHTC6GrcZlCrSWQeQHUpO6IzYyevXI1cQDz1ANF9gfpyZbbj2bRAilc1XmEC8V1zlyWKpxSMIkUjJ8ZzHyjd/zzA0VHsdjnicvH+bnWwLXr8OnDrVuMu61ljxNTDAzF6ZReQ+WQOOA46ejHWRqWp5YMV0kZ/pN7xzmH+8nC/Df9UPtsIiG80iPhVf8uddD3R1q/3pT38a3/d934c33ngDxWIRv/7rv447d+4gFos1TUanrF/YKotMOINyXnyV4Iak6h160RRz7vFWaO1aPujTd8nXdP9/KeTjef4EY3AZYN5k7tlrA+TrVWgV8F/1I3I/gnwiD+vWZfKBsSwp9cgVYm8TAMjk5Kovr+vUkUjJn1bImpwypOLHWBZ4I7kF/rAFrF8GYyiGpMzMV40kElLQYSDutpPLAQYsTKkZ3s+VMLhh1LZ+PxIJ6bgrCCxdijbNRwxDGhGzudpjbYvpDCnQpQTXfFW7STUMsZ9xOhMg241gGr1b3OdlQfRtuUwqVvv3k8+RSpFv91rzVDWsgXh+VbyQ/QrLspg5PyNKNeduOnsBI2GgsWiQjWb5x5QGJRgJA61Ni0yo1lxSTBWRi+SavQyljq6jERKJBD73uc/hxo0bSKfTOHDgAN7//vc3ndm3nlnvnikAePydx7jz93cw92Su5WBN07gJ8WfkcfMmMwyuxu9V5EEEaT+5qg1tGOINlb0ajJycSfLCbnjnMLTD2iW/ZisqxQqmz837wJZjKGw2S8xJ0zPEMMShVpMyTj0qFdn34vB4gfpqXLkCzMxn0cjlRPBUxdutJUaJexk3HmVGkaoQkatQSaEdG0Y6UwtWF8KLIbYKU6Jmgs3bvcgXyHtwOYn+E8KypNuPQ6shmVHAfNxBvahiIYpREIqkkZEmIokl3z7Op28wEE8WQHZBmxXv/LM1YWdqYYg3mUhlqh7bMBFQNjupuD15TL7Nu/cse4zXqiDyQtLByAAajeAqk4qv6reLQeiU+o5AnUPHn1OF6J16pP1pOA87cfSDR/nt2fXGiuVMURZmvYupYqaIV379FcQn4nAccEAilYgMlUCtxbeYKWL28iwAUqGy7SZ7NfV3au7n3ZAqpCjny5i5QPb7FXoFRg927+IN3Qrxd2qjh0ZXJFulodX5RU/b1uWOyWSAc+eBUFCsXrTamrNbaEA3DZErP0Bc2pz4crpIMBNAhBa3L2YwkIRKAAhH+HiFgkyLs8XDCGU1yKfnFYhcDq1VjWEvUR6xWE2QSCVkpxEAIoESZAGyL8aoVTBuJYanRKJmvbLbSMMgQCxg0zP8p+B3H1MpEkEAEAHCB7VXSL4UQDSixwNiKBcY2c1m8qUBJLN0UhCzxRnKhUZ2o5Fs4QGNws7rJVWwQs0/Tx73kAzUesO6xzMf5VAhqetyBYnwYhiyLXrwIOkOXGss2xoYQEq5Em93UJlU/ADphTrxOkXUESiVwP0C6QjMhDMI36n5KLluy9xcDtGHUex61y7s+9l9S/jKBpdlEVM3b97s+A3s2bOn42PXOutdTFUrVdz8f2/i8bceIxfLYfTQqChpt75Nuj5KwPOip21bdasOwE5ZbHbLchC4HqjdfR5xQq5ewt1nqQSceo1cwatNhp2OjAC5PJCIk78LO/Y44olakKfNTkzm3B7d8DDfEZgqKPAoZsZWyROw6TTOJ3YgxNhRqkp5EaeX5WCxMvMJmGRfKxGvbXeZzYCinEV+ihieWKMJQ+Mm0dupFzBqdXNdxyEUMHodoDcQwzkg1pP8t6wI+Ob/XaMmrzcz73dSqci3TEi5TKIcAFJVs9maCzsOofCTSokRfqq2BHihxlEvzADi/3eMAs89tzYT1gM3AsjP9WgNDCDZaBahW2QNmMZNMHlNon9v1YnXKcV0EbNvkF9yrU2L4R3iRVBIFuC/ShaN2qKGeZMZs5dnMbxjGAd/8SDsu9egku+AZRFTEokEDMM0pJxzTxc+Vqk0OYmvU9a7mMrN5XDu988hfCfMCwag+YLmYFkW02emRR17wju1Zvgu+XhDuuuYCzLlwnZA4Z0aIyUdd6u1zRCfjPPbnLbdtgW9Yy0pl4Fz58jVmuu0c7mBQr6xi8/lau6BAshWYLBu4PSokzezP4qa8SRmRiynhlmTBcpVhOJyVAU9LY6hPJTyKtlyVKmIypg3AHECRpWfgypP9sJUXjtULTK8hAKGQ6DrGqhUSAeeEIuF+JmaUa02Br4PmQCjqfnxzQRPM2FXewIaktqbCbt2x+t1gNlCclFZlnw/3G4i0NYCPVsDA8bcszkkJudz7PbYoTa3WANdVuKFlS3LFktLI3v9jSwADG0cwr6f3QfvC96mz1nrLEs0wrNnz/D06VM8e/YM//iP/4jx8XF84QtfwPXr13H9+nV84QtfwMaNG/GP//iPS/4CKGuDdCCN839wHv6rfpGQAsjdVysYhoF1h1V0bDshBRA/Aeezmjk/g3wi3/b4YrrICymtTQvvi6sbJGjymvh06NCtEOaeNUmT7ASplFzRNfMnZI2WDCeuN/io1a2FFECyBIR4PIBCTqbMJIy4H7EimNGiWJUimNYhmDegqqw9hwELpYKdd5vP73cVay5xuQIwZv28kNJtc7UUUgB5q96683m7JHGpVFxwczhaCymAvM36jrt2xzOMWDgND7cRUgDAkCgFpWD3eMjU/nh7XUdiKk307dmz5M+VK8AbbzT2FgwqPVsDA4T/qp8XUq6jrpZCCqjrxEuRSJmFEsqjD6O8kAJIA08rJDIJjF7xZIdMMIPEsybGP0oDXXmmDh8+jN/6rd/C2972NtHj3/rWt/DRj34UV65c6dkbHHTWc2Xq/jfu48r/viKKMBB2kbQyeQvv1BZ7h5oJZfiE9VZG9nQwjcg90nLc7k5tNRDefSoNSjgOLKKhgx8ZM+9crp+5B5BOPeH2n3dMtMUEoK5Mw8wbgIBKlcGDqAX3I8NgwCJRaNLWxrKiq7tXGQAjkxLzkpfkBrBVFombtbKLcZcHTKdbq6x4hp7b1dBMSI6ZIX75lse0IRxawMgOEsOQXeCYVsTjNQO60AcmOmauZl7XaGqfCyA2NnZ+3nQqBYw4SAiocY2MvhOtAb0SjoNrr6mp3p6wWK/YQpV4lmXhu+Djx8gotAoUM+RmptU2qjCgWGlQopguwnnEief/6/M97ZgeJJbdgK5Wq3H16lVs375d9Pi9e/dw4MAB5Jp1C61T1rOYykayOPf75+C/5kelUOEXcS6WQ/Dm/P6/14ih8dr+v/+qH4UkuRh3mzguMrJbNbDtqt3iRx9GkZoleUqOA44FZwSuBg3jNzr1gd2/Tzr4jCZSmWIBTE7U/l1vILNSWJDkTG7puz3zM1BAqkecwUiQdF6qSPD6lAeRjBYqWRkGFfkZTcRN/MtLmCo8RuIuD0RkyJfJz86lCEOmYACtFpURJ1IPyOszMhmMO5yNXYMdEIsCyflYLMcIyWwCWhvHF4vQyD5sJVN1yCcQD1DmjOOLRbiLajLW8lCBWpApUNuJrU98dzrnGyrLZLvUNgwcfK7NtuGAsVQvZD8j7OSVqWVwHnZ2VRWPPY4hOUPW28j+EaiMZBG0Gt/Tahu1lbBLB9NITCaw6z/twt6f2dvV1zroLHsC+vbt2/GJT3wCRUHZvlgs4hOf+ESDwKKsX8L3w0j6kqgUSInAf8UPtsryQgoAEpMJEhA3nzjOCSnPi56uE8cVWgU8L5A2sWwkS8rhLIuZCzO8kHI/7+5LIQWQThvvSS9/9zh5elKUOdMSsxkwGElppVQmioBjaIgIKYCIC6+3ZjianiIiKp2pCSmzhRdSmaIcF30uBFJ6ZMtyxPJqFMpS5Eq1n49GXuKFFACMWMsYUpGbqpniMHIFCQpzGaRuPAUASE16GHe5uhJS3NvjhIM/QDoEy6WakFIpxQnli0WvrwV5hiNEWFWrxMfEgmzzCQM6F4taXQv+jCeIgGJZ0mTJCSmvp7YTq9ESfxRHMAC+AletEmF24QIpKK6F/mxGQkJ6hWuAq7IMMvlEnhdSeqceriPdx0GYN5l532ngWgDJmSRKuRIvpJRGJQkcnn/9ZtuolWJFJKQAIP4sjkqpgsj9CAxug8hyQWlNV5WpS5cu4Ud+5EfAsizfuXfz5k0wDINvfvObOHz4cM/f6KCynitTE69N4OqXrvJ3T0IUOgVG9o+I7qCApd2p1cOyLKZen2rwFQzSoNXooyhSPiKKhHefTYlEgEuXidGcFeQ/CYzjDSRTpMwjZMRB1AhI5elBxIJ4XgWLJodCWYpwVrw1a9emoZY3v9DlckAwoYKimoOmmgFkMig3uaG29ibDS9iJx2EykT+9oJmRXatpnrDeDfWVNIAIKJcTzYVgE2M6wxDhFY8DVZZ0/p042b3Q6zcWtQb6GGFVfHjHMLS23qwBYSWewzRmgmnM1PR44TYqh96ph9FjFI+WYQDrViuch53Y97P7Buac2UuWvTJ1+PBhPH36FB//+MexZ88e7NmzB7/7u7+Lp0+fUiFF4bHvtsPgNkCqbGw3su+1QyKVYGS/2Fju2O/o2aJlGAajh2odL/V3aoOAZbNFfPfpaxSmPJEIuaIKhVT9OJl66l3WGg0vpHxJPe6EhhFI68AwLGSSKrSKEiRM7fWV0nJLIQWQCoyxOkeElESCtGG0Z0IKIEb2+nOcqYfeIam0MTCzlwGajEQ8YxCYr4i1+hVlxDMGgfm/M2QrMpkkM62vXWsekDqILGoN9CmhOyFeSElkkp4JKYBU4g1u8SKoN5ILkalkGNoojlYwbzRDppTBssVSe5AFIvcjmDg1gYf/+nDZ56EOOjS0c5lZz5WpZgZ0iUyCapksSmH6rlQuRaVEtrJ6dfcp9GYZ3AaYN/Z2NMxKIvKBDWtg29mkNFIokDYvn68W2w2QfKdmkwmqLPFO1T8sleOJZhfuhO2oVBmkikRcSRgWVbbxKs+AhdeYaGpkj8/WnNMJqRmsUgWYzXyo5VIJ+MnEnHq69TLVI/RmCWmWyN4NqSQQnY/wkkrIDEBA7AMTIpxTLTxer6/t6uq05HGnk4ymaRUfMWh0tAb6DJZlMXV6Cs0us73ygQWuBZp2L7fKzAvfCSMTzjQ8rraokYs2+p1lShl0ozq8/Nsvw+heI10OHbJqCeh+vx+lUgkebvooZV2LqdRsCuf/6DyCN4KoFCu8SEr5U4g+qG0tjT43CoVOIe7E22yGwdn99ys+EefH1qyVzBphDgzDMPCcqMvFevgQuHqNtHtZLI1iSahgSmXAxyVPzostlkV5Ygavx3cjUjJCaVDCoCqSraWEiX8ZmaQCl55cuScTRrDzKspjTEDCkNNJtcIi6a+dsE2aEqBRY0biRllBru5Lykiq2+7iksU76cTr9PVFXYPz77WTTrxOafZehWLJYiY9AxzNTPf1cWAjdpJqUS6T0TY2O3Do0AKxDQOEKAuJmRckfVppbrZeAdKJV86RXyxumkM3tEqPF4ol7tzKHS+0PXBiS7iNCgDu425I5VI+TFgzrMHYyTEc/IWDXb/XQWXZt/la8aY3vQnj4+O9fEnKAJP0JZGL5XjzdPxpHCzLIvaoNtjY84KHX+xamxajz5E9jNijGEJ3Ql193sC1AC+knEeca0JIAaSqx/m9uBMpV+UDQMoTWg0JJKpUxTP5ANKGVqmQKzAnpEwmvmqVr8hxWXYMgbIVmaoasbgE5RKLQqV2AlVKy3AZUvykYq8pAa2cNKJMJYwoVSQo5Sq8kGIkDEy6MjGal0pwaeP8zuL0NMkSXSyVSk1IyWTECM7Mn8mGbTWf/ewsESeLhZ03mnNCyuutiT6TqZb/FAw1n7G38CcgPwpOSHk8NdGn1RJhBZCKVThEjvfN1ISU212rWqnV8/6qebj3EwmTX4FAALhwnhQr1wL8GpAw5PtYvwb6hGKmyAspjVXDr1uGYeA64oLeSRbB9LnpBTPxmlEpVnghJVPJ4D3p5aMVhncOw7yZLILZN2aRCWVQLVcx+dokEVIM8Y1yVSvLZotooHsmlEG1UuWzAQvJAtKBtGiHgdJITytTly9fRjabxcmTJ3v1kgPPeq5MPXnlCa5+6apoCjlPm7vK+iTeTg3j62nOV+hOCNlw3SzBuTng4iUyk084gNg+QnrrU3X7VTY7H+45k9TjbngYczk1zOocMhkgnp2/wsvlgFSKYU0GWkXzE2qqoEA0p4G8mIa2GCdP0yqg1bC1wcoMQwxO4+PIpEmXHNBYgWmHaFSMnhTgmh6XJ11+AGDQk+6/ThCNimmxOwqQzkF+5IySePY7QRjhxTVVNvNHNUtkB9Bye7SZkR0gQi0+R+LFbDbg2LG1M46m6RroAzrJugPEeXeLqcQLR7/oR/Vin5OAfCKPwLWA6LH6qBghwpEzQhgJg+Edwzj5sZM99XoNAqtWmTp06BAVUhQe11EXzJvNTQ3o7Ua3SGQSOI/Ubrc7ufsU3akpxXdqaxHbTlvt7vMyuftEIABEI2IhZTIBalWj6nC6eCEVTGtxK2hHIKWHQlqBXFqFyVCFRDHfl18qQYvWQgoA9MoiDIUwL6TUGgbaIQVRJFxZR63m34dW16QCswCpZE1IDVtbCymAVG64KIFkal4gLXDbmMvVhJTJ2FpIAcQv5Z13M+QL83OjF3j9UrEmkDQakpfaymjeLJHd42kthBiJODoBIH+XSMivQDxOqlM3btQqboNO0zWwykQfRXkhNbJ/pKWQAgCdXSeqxAuHDbciNZvihZR1u7WlkAIAlVEF9/PiX4rhna2DyBQ6RdMRX7oRHUb2j0AzvDYq/MvF2r3atOD06dP4kR/5EYyOjoJhGHz9618X/TvLsvjYxz4Gh8MBtVqNN7/5zXj06JHoGIZhMDExsXJvekB59m/PiF+q0JiRNPX6FMr5Fu30sRw/PZ0//swUn+BbTyFZqGW3jOrhOtZ9dssgYXAa+G7I8N0wotUhMpVXaESKx0mXn/D31eMB5DKwLPBszoSLMy4kC0pUwSBRUCGY1mIybkRVIuP3nzJ5KQKRFrlf1SrisxlISsQJrlVXoZSUSGtZKlUzw+dyJDp8HoWCvBWAbHlNTqKlIAmHa0bt0VFBiGYbpNLaCJpyeT4jqoUmT8Rr3iO7TRyi2QpmXvDI5r/dE5Ni37+QTKYW4WA2kyrRwp9gfgTNfBza1BQRZM0oFBojHKanybefG6pcKgIPHgCXLwP5LrZX+5GGNfAousAzlgeWZeG76OO9R65jro6aaBS6WiZeJpzB5OnJpmZ1YP7re0i+vtHnRqGzL7wIpAopP4IGmL8xbdGVF5+M80JQSMqfwvTZ6aYRN5QaXYmpoaEhmM3mjv70G5lMBnv37sXnP//5pv/+6U9/Gn/8x3+MP/mTP8HFixeh1Wrx1re+Ffm1cvZZQex77DBvNkMin9/L3zGMsZfG+LbdmQszyMXEvp74ZJzvwLPttmHspbG2d5+LuVNbi6iMKriOkfTH1INZ+B7nwMrk5CrsnlcqadIxCamMlEMkElSqDE5NjOGq3wEWgF2bgccYBwDkyvJ5UzmLsaEkvDbyM8qXZZgIqESpkGyVJR1786ZW46gGcvO8KapaFasLhYKEhwrgKjAM5kMrJ8WFNd5fNP9j97gXZypn6gTJ5FRjZSYQAObIlw6Xc5GmcobMkRb5wOq6C2OxmqncMdIY5bAQDkfNQO5r4gNLpcQVu7Ex8n+gluJusZC4MfMQ8OQxcPo0kFgjI9eEFZiUL4WZizMtBclywFaJvaCUI5Vb7wlvR4PWOTgfGJjaawkr8SzLYvL1Sf7c5z7u5n2mncAFoHIhxc1uZKfPT/Pp6M4jToy9NMZX9tVDath225qO/qLU6Cpi+qMf/Sg+/vGP461vfSuOHTsGADh//jy++93v4qMf/WhfiiiOH/zBH8QP/uAPNv03lmXx2c9+Fh/5yEfwoz/6owCAv/iLv4DdbsfXv/51vPvd717JtzrwFFNFlPNl/sSQj+ehtWlFAip4MwjTuAkmr4nvHgHE86MMTgMUOgUC1wII3w2jkCzAvMmM8N0wf4IRdq2sN2RKMgB18psJlFg5JueM8NoBpizYlhMYgIoVKa4H7AhltMiVyfdYryygUq3dW0mZKtzzieYMw2DMnsNMSIkyK8FEUA33cA5shUU6RDwrjFQCo0OgQri9JQ6NhqiIZucGhmg8bt7d1BTJTpLKxL6hbkfDAORL5+bdzcwAdjvZ/WzWEdgNFgvxToUjRNhYLERg+WZI4ySw+BmBQgwGMiTZHyDCrFAg38pwuCauhN2LWh3J4OIC7fP5+fiENJlZGPAD58+T6AS7vbv31E9wFZjJ05Mo58qYfG1yRTyTvZojyDAMxk6OIXQ7hGwki6kzUxg9NAqZUtaVf7QZjgMOfu7pzIUZ2PfYoRpSiXymAFDKlCBTyfgKVjlfRjFdRKVU6XoqxXqgKwP6O9/5Trz88sv4wAc+IHr8c5/7HF599dWGrbN+hWEY/NM//RPe8Y53AACePn2KjRs34tq1a9i3bx9/3MmTJ7Fv3z78z//5P/nnPXv2DGNjYwt+jvVsQH/0rUe4+qdXG6pPHKOHRhuSe4HWxvFyoSxO6J2Ha+WlAP5/u4fCkxkgm4NLH4dMUiUpkzqyJRBMa3EnPIxwRoshVR7xggrZkjgwyazOwaBsEt4EIDonQaqggIwtQlchYkumkkFnbbGlkcuR9Eidjph45O3DmZJJUskRolETr3wvyGVJF54QqZQInW6FmhDhaEMhvcrVqpSB6cYlAI+bmMzrqVZq23xCXC6idRVywOMF9u5dO8b0Xsz37ITcXA7BG81njC6F5EwSscfiRaCxaGDb3ZtcrWw0i9At8SKQKqWwbrPyX089lq0WvPw/XoZupIP99TXEshvQv/vd7+IHfuAHGh7/gR/4Abz66qvdvGRfEAiQzgd73a2a3W7n/w0gFaxWQiqdTmNmZob/41srPcld4D3pxfDO4aYGdO9JLxRaBVxHXQ2Pt7qblCllcB93NxxPhVQNx5u2w3hkG6DVYiZlQk5v44VUJKvGtYADM0kDNPISFLIKbNoMGIFRyaAotBRSAGAZqkKHNC+kVBpJayEFENO5SkVKTh3kFBgMxPbFwaB3QgogW3jcFhgA6Oc1Xi+EFDDvA6szgo/1SEgBpLJV//peT3MhBZDHOaM8h8dNIiUsFiA2R7b97txp7fcaNBwHHG2tBL0gPhnnhYdtt61nQgoADC6DaDIEwzA9E1IAEWb1RnP3MTfZzmvS6ad36uE+5l53QkqIz+cTXdfTnHVCQFdiymKx4Bvf+EbD49/4xjdgaddisw748Ic/DLfbzf/ZsWPHar+lVaOdAX3ytUnkYrmGGVGTr7Ue6lvMFDF9tjZtfdBGw6wUQ3vcsL28A9DrEJwpIz6TxnTCgAszLszlVKiyEkRzGsRzKviSej50EwCSRSViudbiKOHPQVYmW7FqNQuVpNheJBWL5M/QUOPomhaoVCS9GyB+9F7ej6RStUgGkxGwLMMMV4lU3InX4ANbAqViY6WpmQ+Mo1xujEyYmiYRZJPzuzupNHD3LnDlCvlRrQWGxod4ARK8GUR8Mt6z1w7cCIj8RcuRY6cyquA8TBYBy7LwXerdIkjNphqM5hOnJpAOpBG63dhWm/KlMHV2ih+Hsx7ZsWOH6Lr+4Q9/uOGYruqf/+N//A/83M/9HE6dOoUjR44AAC5evIjvfOc7+NKXvrS0d72KjMzfEgeDQTgEfdHBYFC07deOz3zmM/jv//2/839PpVLrVlBZtlhg9BoRvhsGW2ExtGEIRo+R9zpxRnPrNit0IzpEHkSQ9qcxfW4ajgMO3jAJkE4XrnW4XXYLhaCRFuDUJTGTYHB92ooMZCiZpHDo0iizEswkDYgXaqLJa4yjyjKYThqRLKiQK8nhNAhOnnWjYYwODam2JJNkGy8eB4zGWgmGZYmxp1olrWtW66Lmu8jlZGtscpK8/MTE0rfKImEgzfmLHIBC2f74JTFvfA8FgWyu5gOTL8HWl80AoflroHkIMBhJtFhi3gfGpZ9z5HNAYH7XxmgkepbbRuUe5zK4igXg0UMgmQCOHO1Y9/Y1GosGziNO+C76EH8WR34uj5F9Iws/sQUrnWMn18h5H1gpW8LEqYklj6AJ3wsjEySLwHHQAYVOgZkLM6gUKojcJ3cZ3Ll34tQEAEBpUMK8yQylcTkXTH9z9+5d6AWLwtRkknpXvwnvfe97cfbsWRgMBnzta1/D1772NRgMBpw5cwbvfe97u32/q874+DhGRkbwve99j38smUzi4sWLvNF+IXQ6HVwuF//H6XQu/KT1AlP3f8y3+M6Xj61brbBuI6UC/1U/fycUe1zLYBnZ1z67hSJAwiAmNSNTVaFUkYCJRuazAcQ2yTFTHAwDSCUsvPMdfaWqFBNxE1gWqJYqNSHFMDCNasBIJUQcGQWzuhIJIqJYQVCnwwEMD3c1KI/vxJsXIJOTXWYksUTMpIUdgSt0XbDZifABSCdetssopLlYTUiNjBAhBRCBxMUsBIK1Dr1EoiaYbLZaE2X9Niq3FjMZYpSf9QPnzxGRthaQq+XwvEj2OfPxPCZOTXTV6Vcp1XLspArpiuXY8Z14evILO3l6smWkTDtYlsXUmSleSLmPu6HUK8EwDL/FR2mN0+kUXdd1usYtz3U36DidTuPx48cAgP379+MP//AP8fLLL8NsNsPj8eBTn/oUPvnJT+LP//zPMT4+jo9+9KO4efMm7t69C5Vq8cN317MB/cE3H+Dql67yZtB6WhnHWyXxuo65FtVyvJ6JxVjceT2G2WdFGCsx5PMsr6ESGgdYiRRGZR5D6uaRH7MpHYoVGaSlPPQFcscqUUhhsLU46abTNaUjlZK9OoeD92stFa4CAzRWYNpRnyS+lI7ApZDPkwgGoHVTYytmfUBxvjGzVUdgqdR8O9TpbO75b2VkB0iX46HDwIYNnb/HfodlWcycn+EtBIuZiVdIFeC/QrIndCM6/oZvpeE68QDAvtfesQCqlCq8PQJo3RGYDqT56lQ95k1mvPQ/XlrSvNRBZEUS0J88eYKPfOQj+Imf+AmE5oP4vv3tb+POnTvdvuSK8MYbb2D//v3Yv38/AOBDH/oQ9u/fj4997GMAgF//9V/Hr/zKr+AXfuEXcOjQIaTTaXznO9/pSkitd8bfNA77HntLA3or47hCp+Czk/jjF5ndsp6Jx4E3LjOYSFqgdxqhMihg0lVQZMjvsDHrx5Ak0VJIAcCoPg1VKcELKYW6jZACiGhSKEg5SaMhru4eCSmgdQWmHaVSTUip1aTKtRpCCiDa0j3/K51MEoG0ECxLtjc5IeX1to5WkMubGM09rZsnpbJaoKnodWSkmlafpj7oMAwD9/Nu6Bzkd3L63HTLmzwhKX+KF1LWbdZVE1LAvA9s3iAevBFEYmrhRVDKlkRCqp3PVDeia2lA97zgWXdCarF0VZl67bXX8IM/+IM4fvw4Tp8+jXv37mHDhg345Cc/iTfeeAP/8A//sBzvdSBZz5WpR99+hKtfah2N0Gr/X5jdApATAKUzikXg375HMpvmczQxrMkiHUwhlwUUlRw0VdKJotApoDE1N/EkgzlUS+QuXqlkoZZXiCJodVNRKhGPlFZLKlLLdPMhrMCoVWTsYDOa+Yv6AZatGb+B1j4w4YxAhZwEbnb2CcTZWa0iE1rN8gOIFh62Ai+eIF1/aw1hBcay1QK9o7lBLHI/gnSArBXHQQe/1bbalLIl3pCuGlJhZG/zRSD0mXLINXLe2F6PMOqhHhqNsEyVqd/8zd/Exz/+cbzyyitQCOKI3/SmN+HChQvdvCRlDWJwGshgzPmLhc6hw9hLY3y4ZrP9/9xcrcPP6DFSIbVIpFLAaBIbncNZDXIaK6BQwKFPQ6MirWXFdBHJQFb8AtUq4jNpXkgZ7GqozfPdSvm8OIiTo1AgKs5qJepgGau4wgpMLt98Jp7IX2TvHyEF1HxgijY+sLxgRqDRsAghBfDGd64oODVNzOVCSqWakOIqdmpB0TGbJVuSr53qKM1i4NCN6PhwzeiDKD9smIPzF3FCivMX9QtyjcAHNtfcBxZ7IvaZciNlOCM7W607/nGsFvWwy0YS2QWfz+AyQK5tnxG33ulKTN26dQs/9mM/1vC4zWZDJNJ8z5Wy/lAalJBr5JDI5scSmMkZW2OttRLPXJhBbo5UrhJTCdGCHtrQu+yW9UK1SjSPvL6iIJVibK8RjE4LhUYGg4ZcwavlKuK+NFCtgq2IO/ZMmhL52dWbx+PxmtE8myX/HxkhUdpdGM0XCzcTj/P/TkyScEqAbJ8l5keIuVyde6tWmtHRmnd/ZoYIKIB00/HG8WFgqMthElYr+QMQU3l6vjEzm61V9oaGaunndrt4XmChSJLcz55pnPm3FlDqlXxmXTqYxtSZKbAsi2qlKhrn0q85dhKpRPTeJl+bRGX+Bmj28iyS02QRuI65oDKpeCN7sxvZ4M2gaO6eXCsHwzD8eVumkkGhV/Tl96Gf6KqIazKZ4Pf7MT4+Lnr82rVrtHuNwhO4EUD0YRTVEjkxhe+EEUat7GzeZBbdEXE4Dzsh19C7oMWSTgNXrwLBAJAXVCN0Ou7CKiFliFgMknAYJuQQz8oBMIj7c/zMPUbCwKgpAWBam5MSCbIHpFDMt5et8BY2Q0YPRiLk667PXupV4vhyMjREpvyEQjUBxdHKOL4YdDqyRTjrByJR8oejmYlfoyGflxNb5QoZX1OukF8NT50na9CRyklXHieehLEHarMa9j39PWeHYRi4j7v57UihNwpobqMYfW4Uc0/nkJhKNGT8GT1GJKYSDUPm83N5hG6GkAlnYHT3UZm3z+jqNvLd7343fuM3fgOBQAAMw6BareLs2bP4v//v/xvvec97ev0eKQPK+JvGYd/b3IDuedEDg8uA0UOjDY9TIbV4Uikya216SiykDPpahQIAURgWC/E16XUwObU14zgAqZSBUVsWHy/8mPs7w8y7qt0rL6QEWK1kDKCQsbH+F1IcGg3JnxLSzji+WBTKxsT0dhU7uVx8PMsSsXftGvDwoWjG9ZqAYZgGK4HOoet7ISXEus0K07hJ9NjYS2Mt86iGNgzBslUcru096cXQhqGGZHSAfD/cx900kmYBuhJTv/d7v4dt27bB7XYjnU5jx44dOHHiBJ5//nl85CMf6fV7pAwoMxdmEHsca5qAPn12GpVSpWE239TrUys68X0tMDtLtmP8/tpQXY5kimz7NWA0Am43UoyBXEEVCkAqRaUK5GQ6ktook5H/Cz/W6Wofj46KzTarQDMb1yA5DaoVkj8lZGoKDT6wbmHZxqrdzMx83FjTJzSf5Tc3B9y8Oe9RW2PMPRWHaqX9aWQj2RZH9x/5eJ5PZOdoFXEAkKiH6IOo6LHQrRCKmWJDMjpADPuBa4GB+p6sBl2JKYVCgS996Ut4+vQp/uVf/gV/9Vd/hfv37+Mv//IvIZXSfVUKQWlU8nv03N+5jBO2yvJlaZ1dR0Lw5OTXUbj/T2nP7CwZAxIMikeWeNzEcwMQM3GyyW5d/FkMlTgx0+h2jUG92Q0oFCgUJUhJTWT7zuslf5p9rOn9GI3FkEzUsptsw7WKSjpNKnS9EiTLRbFQEy46bWsfWLdUyrXOQYVcbDSfnCJGdCHVSq0TUDLvS1MIKmQKBdmWXEvMvjHLRwy4jrpg30sqUqHboQaR1Y8kphMIXCeLYHjncM0HFkhj6mzjjWk6kOajHixbLbyRPRfL8Te25k1m/nEAkMglUJlU1DO1AOsutHOlWc/RCKnZFM7/0Xkyn69Y4ccUtGtNjtyLIB3sv3bkfuXBA7IFI6w+CYMpRVECamI0ZqssEjdr/hDjnpq3opwvI32f68lXwLSjbg+qT+DGtAB1/qK6aACvhxjW+410ulZBs1oAnaA7vxdjb9qFhCYStYRzm41o4mKBeKsAIuysgt2edIpU/+wjwLFjPY0PWzXYKovJ07VfFKG/SBjNotApMPpcf66B4K0gclGyCIQ+01Zjb7hxXQBE47rqj+fClOOTcWQjWdh22XD814+vy5T0xVy/eyqmvvGNbyCRSFDflID1LKbuf+M+rvzvKyhla7fAUrmUrzrVz9/jSPlTfBnavNlMw+LakM0CF84TwSRX1I0KmUeYAs5UyzAm58WSXA7TzsaGkXZia9Wpz1HyNG8gDAZIdALQGzN3L4lGyHBhgFjXmlV70qmaYdxqXZyASSaAGCeWhgGNtvEY4dw+uay2PWyxNJ/LVy4D0Sgxze/dW+sCHETKhTJmzpM10Cp3qZ3YWm0axNILHr7zTkjwRpDvlBbSKv1dOLcPABgpA+chJ4596BiJuFmHrJqY2rZtGx49eoRKhW7RcKxnMZWL5XD2M2fhv+LnxzhwtBolwyEa4eDQwbp19ZKH+5VsFjh3jhiEdboFfOAsMPMkD12alCukQwbove377uN3fPxekH6bC1LV6iY4Viu1bTGJZH5br831rVkFZlVhyQgX7vTodpNcsFYUCsQHBwB6HWDpYAmIKnYLDFYWBoMCrYUd//bnRbnFAuzYCYyPD47RnyMfz/PbYgaXAeZN7deA77IPpQxZA/0wzko4GkYik8B93N0y0RwgcTPC7cpWo2Q4UrMpRB/W/FRyjRw737UT+967b+lvfgBZkXEyzbh//z4VUhSe0O0QktPJBiEFkGyTVrBVlhdSADGETp+bpsZ0AXNzZCCt30/yMmMxoFxqfXwmkOSFlMwxvKCQAgDTTiekQ+QEkro/g0Ki9fiZ5aZYrAkprXa+TX+BC7nRSCIAACI4V3N4L1slFTXu9DjmbS+kACJsuLEuqfR83lOrJTA/eoYTUh5PeyEFkD4C4UgZv799t97kFPn0kShw47p45uEgkJxJivxFCwkpAHAecsLgJmtg5vwM8vFVXAPpIi+ktDYtPC942gojgMQdWLfXVHi9UV1IuVAWCSkw5Pm23Y0jZiiN9KGbgLJmYCC64EmkEj6Jt5gqNk3iLRfKfHldrpHzSbyVIpnaXq20akNaPwSDJAYhGiNbWEPz2aYzPhKRUE/yUQilYAwAoN08Cp2985K93muG0kUMNLlnAWT8HQzF6zHpNDHaA6QqMtzYvd0SlZpEAQCkUuVvnJ+97JQFieMq1eJmBEql8x44ECE2MdnYiScyjjPk+E6zU7lEdm4bdHKSGNeFcDMCxU8crKpU6HYIscdkDYweGoV2uPM1YN5oxvBO8ksXuB5AYnoV1kAgzQ9/t2yxNI0waIXOroPrKFkEialE0yHy2UiW3/o0uAy8kZ1l2YZzNKU5XYmp73znOzhz5gz/989//vPYt28ffuInfgJzq3n7R+krPC94sO+9+0imCQM4jzjBSBi+YwaYT+ItkLN3Pp4XLWjnYSefA6MykRElU69PoZRrU4JZB0SjxBCsVpGLptFQ92/cEqyyiF+fQDVDWpoNuzyQaxcoVzRBbdVCu5mYcEvBOSQfhZb4FXRONFIzajsczf08CyGswBSKRBisVJEzlyUiFwCGTM09bQsyL3jU81N6JqdqVciGip2g+WAxOJ21beLpmVpDg7AjkEMmJfll3fwsVhqWZTFxaoJv6/e84IGiizWgHdbymXhzT+YQurVyayDyIMI37DgOOKAfXfw3XqaS1W5k0+Ib2eRMEqHbta9naMMQpHIprNusSE4nEbk7QFkjq0hXnqndu3fjU5/6FN72trfh1q1bOHToED70oQ/h3//937Ft2zZ85StfWY73OpCsZ88Ux8N/fYj7/3QfsccxaKwa/sSm0CpQzBQBkJNVJkzMj8M7h5veOcYn43yZ2rbLJhpLs57I5cgWn89HKhfF+Qsrg9oukFxagTY6f5VlGJh2e0jZYglUy1Ukb9f2dkx7vEt+zZawxM9T7tBf1Cm+mg0MbhcgXUYLTHwOiM8XMez23kRyJeLAXJx8rNPWuv5aGccXSyYDhOejhrQaYF6HQyGv/Z4B5GdhtwGHDtcqo/2G0F/ESJmOtsUWolquYupMbQ0s5EFaCizLYub8DG+TaGUcXyy+Sz6+KUhpUKKQJCm/wuYglUmFQqoA5+F5A/oiKnlriWU3oOt0Oty+fRtjY2P4rd/6Ldy+fRv/8A//gKtXr+Jtb3sbAlxPLmXdi6lSroTv/bfvIXQ7xM+7AkiVSq6WIxPKiILiRg+Ntr1zzMVyvN/K6DViaLxPz+TLRKFAAjpDoeYjY1gWmHlahD5FSvkSvRaGjYvYF1uIKov4rSm+tGPY4YakByd4IWy1ti0GiKMeekEsBiTnR5E5RgDlMsxl9vvJzwog24yyHoq2XI5s9XIsZBxfLKWiOEh0eJhUvYSGeIBs8w1bgd17at6ufqGYLvLbWVqbdlHbYgvBsiymz0zzloOFmmm6oVqpYur15RNtsccx0Tw+riNw7tkcEpO1bUyFToFd/2kX9vz0np597kFi2Q3oCoUC2Sy5ZXn11Vfxlre8BQBgNpuRTCbbPZWyzpDIJBjaOCQK7wSA+EQcLMs2JO62M0iyLIvIg1rJOTGZgP+qv+Xxa41oFDj9GskDEgopgPiKKhUgH07XhJTV0lshBQASBqa9Xkj05E41eXcaxXSxZy8v8hcpF+cv6hSzuea78gdqwqoXcP4iTkh5Pb0VUgCpcHE+MICIw17CVb44wmEALJCq+z6xLBAKA1eviLsCV5t0sHt/UScwDAPPix4+LmD6bG/XQClXEgkpgNxE9opquSoSUgDxZFXLVZGQAgCtXQvjOJ3H1wldiakXXngBH/rQh/A7v/M7uHTpEn7oh34IAPDw4UO4hKucsu5hJAxUJhVkKhmkCilvbMwEM3xWCleCB4gRcuLUREPnHjfNnRtNwyX0FpKFpkb2tUYkAly6RCoDZYFBeJSM2CPHPIiiMEvEpnqDAwbX8plaDBuHIR8h872yj2eRC6WX/JpCf5HJBIw4lvySLdFqazPxYjFS6VsqlUrNXySXkYracgWGinxghR75wFhgcoJEbgDzGV7zQnZisralWD/rr1SuicfVJvowisi9pfmLOmV4xzAsW8gamH1jlg8bXgrZaJYfNGwaN/EzAkO3Qph7tnQ/cjFd5LcphT6w2OMY/7jarOb9rXK1HCrjMpRu1yBdLfXPfe5zkMlk+Id/+Ad88YtfhNNJQs++/e1v4wd+4Ad6+gYpgw2XJlxIFeA84oRULhUlCmttWnhf9EIik5BS9vzZm5vkDojv1FQmFcZeGiOdgSe9kKtJG9Lk6cmmEQxrhUCAXPSFmtFsJunYFjMLQ3IGyiJp5dPvcDcNQ+012hE91BuI4inMRpB8Fl3gGa2Jx4HgvKCx2xuHFy8HcsV8xAKIgJiYQNcjaAr5+egCEHO204WeV9TqYeY79+Tzla9JQfTCYqnORzewgteVSIihXSuwy4w6AImUVNwA4p0yDxED+2rCsixmLswgNUvWgPv5lVkD+lE9HAfIGojci4ijBRZJfCLOG9vte+wweU1Qm9W1TrwlVuKFFTvzZtKhqNAq+BtZDttuG+RqOWy7bYg9icH/xvqp/i8FOk5mmVnvnikAePydx7jz93cw92QOpnETv5VnGjPBNGZqOD58J8yb0Yc2DPGhc62Ojz6KIuUjJ9GR/SNr8k4qlyMBnT6feAafTluFzFfbEliNtPJKsYLU3XklIZWRVPVFvAeRv8gJyFY6rZydz1CaPxO2SlVvRSpJYiqAmr9opYlFyVBrYPE+sGKxFj2h1QDDTWKF4vHaQOkhU20rUMIQv9aIAzhwYHU6/JbbX9QJlWIF0+fIGpApZXAedS7qPfiv+nkjOOcnFdLwNS4ykX2hc2R9qrrBZUDKn8Loc6M49qFj0NnXwAyhLliRBPRKpYKvf/3ruHfvHgBg586dePvb304HHdex3sVUOV/Gv33s3xC4GhAZ0FuNkuFI+pKIPaqZQex77FCbW7dDCY3sa20ETakEvP46mdnGSMgFu1IBfBMlGFJkS4BRKWHctoz7YgtRZREXjqDZ5QHTZMSFEJYVt92v9hy9cKjWvTY6Sgb7LuY5CyWOLzfCTjyLGdB3sAQW85x6A7rJRP5UyqRyarEAe/cRQ/xKUcqV+G0xpVEJx/7VWwOtZuK1fU7d2Jp2z2FZFrOXZvlomE66+xrm7i3wnPDdMDKh2kgZlUmFXT++C7v+0662n2etsuwG9MePH2P79u14z3veg6997Wv42te+hp/6qZ/Czp078eTJk67eNGVtwkgYaK1ayOpGkSxkqBQuaOcRZ1shBZDtQn7//1EMoTsrlwOznJRKwMWLQMBP0q0zGSJCSslcTUiZTKsrpABiTN83BkZFBHLi9hTKbfLAhP4i2TL7izpl2EYEBUAqNZl2Fph5IZgR+ItWU0gBYh9YNEaEXjti0ZqQcowsLL6EiewAaXoASypWpTLpMHzjDbHgWk5ysVzNXzRmWlUhBaCWiWfsLBOvUqzwQkqmksF70ttWfDEMA+cRJ/ROUv6bPjeNfJupBJzPVEgh1drcxrKs6LwLAAq9YsFzL4XQ1enrV3/1V7Fx40ZMT0/j6tWruHr1KqampjA+Po5f/dVf7fV7pAwwEpkEpjETH7rJDRWNT8QxcWqi4Xi2SkL2Cgmy6D0vehpK3q0Q7v9nw1lMvjY58CNoymXSbVYSnJODD+LIT5LeeJXXDmOTrc/VwrjNAZnVBABIP/AhP5dtOEboL9Lr5zvT+iRNW28gwgIAwhEiOOrh/UUseduLSRxfboQ+sEyWGMobfGAs4JupbQu63Z1vC0qlNeN7uUy+D9zQZhbEe9Yshb/XxCfifESKbbet6fb/ajGyf4R/P76LPmSjjWsgn8jz24L6UT1cR10dbwtaNtc6FAPXAkj6GttRy/kyvy2oNChFRvb4RLzp8SLhxQCWrRbs+I87sOHNGzp6X+udrrb5tFotLly4gN27d4sev3HjBo4fP450euldDWuF9b7NV8wU8cqHX0FqNgX7XjsYhkEpW4Lvko8/hvM4iHwHKhnpKOnC+8CyLKZOT/FCqtVU9UHh5k3gyRMyDkWXDkBWJnejuq1OyDoUmitNPpZFfoqURmRWE3QuE4A6f5EV0PapFaNSqQk+mYx4ucCIM5g0GjJAuS+Zr5xxJ3fOB1af4eX1dj8WRuh1A4jQcjqBo0eXd6h04FqAr8g08xf1C8JMPKHfU2hhsG63du1HKmaKmL1Mfhk1wxrYdtrafl7RlqhByRvnC8lCg7Hd4DJg41s2Yu979nb13tYKy77Np1QqkWpy+5FOp6HoxGhAWTfINXLs/snd0Nq1iNyPkNZfgZACSOdeNpLt+k6tHoZh4D3phWaYnNGnzkzxSeuDBMsSIfXsKZCIszDFJ3ghZdjl6VshBQAqswa6raQKWY7EkbjvRzhcE1Kjo/0rpIDmFZh0uiakzOY+FlIAwADeMWIoB8hQ4ly2JqSU8xleS/FpOxwkhZ2jUiHeqXPnavEKvYQbDcMJqcVUrVcDLmIAIJU0//+/vf+Ojyut777xz5neu2ZGmibb6u72unttAxuWtlkghexvE1jqDc/uhgXCi+R5QuD3S+4fCSTcQCDkDkngToEAKaRAlhBgu9fedVkXudvSqI9Gmt7Lef645pw5Z5pGo5E0sq/36+VdeXSmSJ5rzud8r8/38z03g/nL87yQ6rmvZ0XG7lqV+EYVO7laXhUpE52K1uwQjE5GMf78OGIza1BmvEtoSUy97W1vw4c+9CGcOnWKDEJkWbz88sv48Ic/jF/8xV9s92ukbGAYhoH3iBcHnzoInVPHZ8B0be1C74lePgeGmw1lG7bx2S0rxb7VDks/McFMvzJd5QfodG7cAK5fA8KLBZgipARflMhg2uHbEJU2mVoO4zby4c2mM5BPjQEsC6+nOXP3esMNAebSxfkZgc7yHLtOR+gD46InTMb2mcRtXYBNsFyzWVKxOnlSvDW9UrhB5wDpllvKX9QpiARMJMN3KXuPequCjFtBGCnDsiy/hec64ILGWl0e5CJlOA+rUNj1nujlj1MalbAN2Xh7BmVpWno3fuUrX8GWLVtw6NAhqFQqqFQqHD58GH19ffjyl7/c7tdIuQtgJAzYIstvvXGJwcVcUXQcW2ivx0nYQTg/Oo+FG63nwKw1EgkgzWdgjJKKXUahR8zoXlk5YY1hJRKEjT4UJeTD2xQZB9tqGNJ6wAJFwcv1uFdn/MxqIvSBAeJojXZQ2TjAoL0eskw0w1etdd06uA+1XrVeDzgBI6TdIcOVj7fU43Mz+DiKhaLYX8qSz+K7PQy5nawoZ+rmzZsYHR0FAIyMjKCvr69tL+xu4V73THHc+M8bOPO/zyAdrt194tzlxOx5MtOxXbO0Zs/P8s/n3O3E7Dny+DK1DK79rfmx1pKxizHcPr2AWAyQ99gwn9TxHph2Df5dTSr9RarEAooRsm2g3tw4GqMTqIpuWIG/qBMQ+sDkslLQ5gp/nrlZIFVa0g4H6egzGkho6b59K/99xaZjfBDmSvxFncLC9QU+WHSpeJhmEPpMpUopjF4jX23qGuniR95wVA5qtg3b+N2CSqwDVrzu//c66Jwb+3e+EtYkZ+qv/uqv8L/+1//CjRs3AAD9/f146qmn8IEPfKCVh7troWKKkEvm8PznnsfU6Sl+JAwA4u04VjKgt2nKe728l+Vkuqw3t16ex52LCSSSgKK3B2oj2RIYGysfs965Ro0Q5hdZLOVtsVQgzo+8kTut0DrXIeWxCfL58rw5pQLo7ml8/EahndleU1PlrTz+vcgSf5lOR0zve/e2LvqFmUc99/W0ZVusE4jPxXkBYx2wtjzyRmgc13XrYBu0ASCdgtyFo96lh7Wf7MOKDOtWDezbielPOBSaw+A2YMuDW7DzN6gBfVUN6L/3e7+Hj370o3jooYfw/e9/H9///vfx0EMP4WMf+xh+7/d+r6UXTbm7GX9+HIFLAZGQkiqk6D3eywsmqVzKl8PZAisaKdMsQm+FVCkVeSsYCcmB4a4G/c/7kU/n6z7WesCyLG7+bBy3LySQSABhvQdzIQWSyXJVgWNqmoiWTmNxsSyknBX+IrVdB00fUSa52QVEb83XeIT1JZUqCymT8e4RUkC1D2zcL5712AzcMGehJ2pqujQjsCTU4nHg9i3i+1suLMvC/7yfF1KeI567RkgBgM6h40dqLVxfqBr23gyx6RgvpGxDNl5IAYDKqILnMAkEi03FMHlqEon5BC+kLH0WXkgBgEKn4I/niE5G4X/B35Z5g/cKLVWmurq68JWvfAWPPPKI6PbvfOc7ePLJJxEM1i4b3ovQyhQhcDmAV772CoJXg2CLLPQ9+oZG88DFAJ/P0rOvBwrt0h+m9a7UahG6E+InpC+Vrr5WcCX4QoFc9U9KfcjmqitzvT4gnSGdUwCgVpMtlk5AWK3wuAGprPZxxWwBUW4EDcPAtN27rBE0q0UkXB6VYrevbov/ehMOAWGyBOBwkPfRUtSq2MViwEKFFZEBYLUB991HBHWzVG5DrcdomLWi1Ur8/JV5JOaWrthVVuIBYqeoZyoXVvTlWjl8x3zY//j+u0rILpdVr0zlcjncd999Vbfv3bsX+eVe5lDuCeQaOaRKKRgp+bBYyiugMJQX8PQr03wXTD0aXanVwrzJzF+dzV2YQ3g8vNSPsKpkE+Vp7kqzBnl3L2Sy6g9WpQIAQ7KPOFIpImLWk8pqhc9XX0gBgEQhhWmHj79z+MLyq5DtZna2LKRcrrtbSAGAyQw4SgWKuTkiJBuRFlTsgLIRX1EjnYCRADIpIF9GckEumePXgNqqRu+J3rtWSAHLr8SzLAv/C35eSC1VseMq8cIZfpWTKETHMww0Ng3UVjW6d3fjwJMH7mkhtVxaElO/8Ru/ga9//etVt//FX/wFHn300RW/KMrdx/zoPBZvLvLde8GrwbqddbPnZ/lhyNZBUr2av0zuX/Oxr8zzJtWe+3qaNkxqrJpyDsydMG+AX2uEJXiNy4yri3Z+fAyHyUj+n8kS0cKd1Iyli6Vcjty+HoHv+XzZh6NULCO/qDSCRqIhJZHoJT9y65EHVhKC6ZKR2uddngjYyKg1pUBSECE5W2cJRCLALIkvgrVUUI5Gye9tpnQfLoIBIB2Di4tEpDVDYj7B58+Zt5jh2N4hpdZVhhtBo7E1zsQr5osiseU77oNU3pwZzXfMB6OPfIBMvjxZc5QXN3kiFUrB0mfB/if3Q665RxZBm2hpm+/JJ5/E3/zN38Dj8eDgwYMAgFOnTsHv9+Pd73435IJPoi9+8Yvte7UbELrNR8glczjzl2cw/sy4aDGrzCo4d5J9gHrG8Xwmj8mTRD3INXJ+JA3Lsph4YQLFAvmA8RzxNP0BI2Q9p84v3lxEdJKMg3DucuLauAqXLpJZZxzCAbRCA7pwG2pmmggtgIxnkTWoCrWTdKp8kjUaAbO5tcdJTEeQC4QAAEp3F9Q27RL3aA/CDjeplGxNdspom7WkMhm91wf+9yDs2HO5iNCsNLL3dAMKZfl2qYQce/gIoFoiSmLx1iKiE+U1cK9mG0Uno/wFY9fWLmi7yBoQToxQW9T8aJjlklxIInCRhI2ZNplg8pkAiLcbAVK92vZr27DrsV0t/iR3D6vezfe6172uqeMYhsHPfvaz5T78XQUVU2UKuQJe+MMXELwaRGxKnKzrOewpt/gqpFVZMpX7/54jHtEHwEoFEMuymDw5iUK2wL+epSayr5SpV6aQS5B9MfchN2RKGYJB4NVXgEAAEEa8dHcTjwt3UuvuLpuIOUIhUkEAAKcDUK2yDSwSIc8JtMdflImkkbpDyhxSswF6n2WJe6yMbAaYLoU/63SArfHO8N0PC0xMEoEJkPgNYdNDrc4/obh3u8mAaC7HSqMB+vqA7dvrV/pqrYF7mXQ4zVfIDW4DlEYl5i8Tg7p5ixlGj3FFjy8cKaMyqWDeYsbMmXICOiNlYN9mx76P7INt6F5fEGsUjUBpDiqmyhTzRZz+6mnc+dkdKPQKWPosIgEDLG0cn351mg/8BIi3op1bAsFrQcRnSAdLO3JgalEpDH3HuARj4PnngdAi2XLxecmw2sp+jkbt7MkkEWIAoNcRE/BqUKta0Q4K6TxiV0kVkpHLYdzqas8DVxCPAcHSLrPNCug6M6FhXVgIlocXA6TK5PGgbsVOKOI5uCaJSISIrAMHxNXSemuAAlElnqOdFbvKSjxA7BQ6hw7jz43D1GvCrvftQu+x3rY830Zm1Q3oFEorFAtFRCeiyCay0HfrwTAMTJtMomOWylzh9v6B1fFW2AZt/BXZzNmZts+myqfz/ElEoVPwBtFCAbh4EQjMESGlkBPBpKmoLum0jXOBhFsqsTgRPW2l5C9KrZK/SKqSwVgyprO5HMLnx9qewhwMloVUTzcVUpVYbeIqndmMhlufugqLIne8TEriEmLRcrULIGKh1hqgEGRKGXzHxInp7byok0glVeGnGqsGjISBfbsd6Uga8WkaibBcaGVqlaGVKTG3//s2Ln33EhZvLIJhGH6Egd6l57f+LH0WGNzVv6u19FZkYhm+/K1z6GAbXnmJJxVKYe41YjAyeo0wby4bjGIx4Oc/I1fyhRoNPRp12ZAukQDeGpWCXK7c1adSlQ3VgNgD0yrFAuDn/EVLVCvaQXh0mgx7A6AbcjfsRGoKlrx+bhvK6wEkHZ4iv56ItkG1ZA5fJZWVUK6iJWHINrXZBAwOAUND5HbhGjB4DLBsWd2t3I2OsBLvPrjyNcCyLPzP+fnPXY1Ng2SQRNBoHVowDIOBtw1g669uXXWbw0aAVqYoHUk+ncfVH1zlBRG3oD1HPLD2W9G9l0xfXby5iOBV8d7W9CvT/P3ch9yrblJV6pXwHCFBdvG5OPwv+LGS647IRIQ/idi32UVCCiBX9x4voKnhu7ZZAbujJIhAxMDYODENcySTZSFlMZNsn14fET0AOV44Y265ZDNlIcW91tU2aptGeiC1kEpk/OokMuHqLqRmYUu/M05I9fqokFoKhbIk2gHEE4DfD0CwBEKhspByOkhFy0dm+vJ+v1gMuHWTxHdUrgEqpJam574eGL2CTrxQ62ugWCAdgdznmO+4D/Ztdj7vTyKVoO/Nfdj+/9lOhVQLUDFFWTMkcglcB1xVJeuJF0lHntAIGZ+Nw/+in2/Z5dqFfcd8a2ZSFebA8K3JtcpGSzB3YQ6hW8Sp7drv4tughaTTwHygOtHc4RBsQ5XSq7lwxXE/qUZVntQMxvLxHm95G8Y/QUTRconHyhUKm3Vtjdp6rxlKDwlDSo3NIT4VWeIe1eRy5U41tZr8Du/Fjr1WkEhri/jp6bJPyu0uNzswkvLxAKBQkAuB8LWl1wClNubNZti3lTLxXptDxN/CGkjmqnxSizcWkUvl+FiZRCCBwIUA0pHa81MpjaFiirJmSKQS7Hh0Bxw7HDD1mkTf4xa60qgsC5hcseyt0K6Pt4LLgeES0v3P+5FL5pa4F4FlS9ktpSgI7/3eutktDENa84U/nddTO5Xa4ShHEExN1T6pCbHZiAgCiCiKL8MG1gn+IrVVA+0AMaLn50OIXG8yvAjiip3Z3DlJ8RuKGiK+tPsKn69GDEfpeJ0OKBZZxC+OIT5fWgNH668BSn00Ng0fCRO6HcLchebXQGw6Vs7w2mwuj5qZjvGdfQAJ+ZQoJNS/1iJUTFHWFEbC4L6P3AedUwepsrqUbBuygWEYOHeVZ1AYPAb07FvfAWmOHQ5+a27q9BTvM6hHIVeeESiRS0QzAmuhUJBEanXpgt1sbrwNVbl9X/OkJkCnJ2IIIOJoyYlPLDDhJzPWACLsFO1vbGwauUYO4zayh8QmUwifHxNnR9SgsmJnXFlX+T2PUMQDJA6jURqJWV+Aam4c8Tjgn5TAsscHiYyeclpFrpHDez9ZA6nFFMaeGVvSehC6HeIrTwCJW5AqpFUXswDJsLJssdDU8xah72zKmjN1aqpq6DG39Td1agpzF+b4rJWuka6O8VYYvUY4dpLSRuBSAKHboZrHZWIZPgNL59DBe6TxzK1cDjh3jgyGlZUEVChUvxOvIEgcl8uaTxwXeWDiRCyhxmcx5y8qdJi/iJFJyAgaCfnYCl8YRzFb2whWbxuKsjKMxnJ1LxAo54xVkollELtC1kBKpsOM3Au/n1Y8VopEWrowk5M1MP7sOAq5OmvgzDS/Jch5oMafG8fU6SmEx8Ki2wEgHUpj4uQEP2CasjyomKKsOT37emDfZucrU917u9G9p5uflcdti7n2u6C1r00SdrOozWq4D7oBABF/BNOvTou+H5+N894v66C1qS7A0VHg+jVSbTKZAW/JxJtKl0IRBYInnSbBigAZJeNyL+/1Cz0whRpGdpG/SNWB/iIJA9MOLyR6YgSLjk4gGysbwbgZgQ23oSgrQq0mAhUggnVavASQDMSRukXWQFJtRUZng8Nefl9TVgbDMPAe8fJjsyZenEBGuAY4n2ms7DP1HPbA4CHlbM6m4L3fC89hD+9fU9vUGHjLAJ+8TlkeVExR1pzwWBjxuThfmZq7MAeWZflRB0BneytkqnIOTDaeJeX2IovgtSDfhdi9pxv67uYMRhYLoNWRGWfFIsnlEcJ14kUj5dlp9i7A3GrBjvPAlBoiOSN7lb/IWfcR1h3DFhsU3cQIlrw1g2QgLq7YyZcxI5CybGQyIlQBIly5uZCx20Fkp8kaiOm6kVXqUSiSSuhi7dGalBaxDdn42aUzZ2YQn42LMrzkGrnIZ2rZYoGlv/yhEZuOoZArILmQhHXACs9hD4beOUS3YluEXrNR1px8Ki9KPS/mimV/kUwCzxFPx0+L5yayT52eQi6ZE4+6WeYoGoWCbO8xTKn9vITbBYTDpbZ0wViPdiWOO5zlkTBTZR/qmoyiaQcahx5SjQKpWzPITgeRng0DBjcMBiJQKasLUxLl01NANssi8lp5DehHPIjMSPmqar5ABDulvei79VDoFJg5MyOKkzG4DbD0VS8Cg8sAtVmNqdNTCN0KIXQrBEbCQKqQovd4b8d/7nYyVIJS1hzv/V7semyX6CqJw3XAtaEWNJeNxeHY6Vh2RsvMDBE0Qi+pzQbI5NUxBFZLexPHK03ZOu3GEFIcSr0SMiv5ISTFPAyRCVhMNId4Lel2FGGKlIWUupesAc6fJ5WQ7DPX6kwGuudR6pWiyRAAmQ5RD7lGLvrsZYssQrdDvE+V0hpUTFHWHIZhsOUXtmD4HcNVgmrixQnR7L1OJpeqzm6Ze20O0clonXvUpr+fVImEHcnBIPkzNi4+dmGRzE5rB5y/SEg8AcxM1zy8I4neCCC/UM7dkbAFhC+Mg80vPw+MsnzyyRwil8RrIDVG1gDnvSsUyfb07dvr8ALvAQIXA4iMi7OnGmXiBa8FsXijvOfKSBk4djrQ9+a+VX2ddztUTFHWhUKugLFnxhC+E0b3nm70nujlk3inX51GfLazZ0MlF5J8Rotpkwm9J3r5+IbFm4si/9dS3LkDBOdJfEFvL+ApmXu5WAKttnR76Uo/FgcmJlCzE69ZavmLOA9MRuCB6ViKLMLnx1BMkIgKwzYvTLt6wZSMYJFLfuSbzAOjtEZ6MYn4dbIGZDYTTLt6oe0na6AYXIQ2QdaAREIqrLQy1V64HLvkAlkD3qNe9J7ohcpM1kBlJh53PDfI3XPYg94TvdA5dQheCWLsZ2Nr/jPcTVAxRVkXGAkDfY8eSoMSxVIVQVjRCV4NInitTSWYNhO6E+LFkmOHAyafCQAJFvUeJS1LyYVkUzkwABFLKhUQjRIBI5ypZzICXaWZaFJhJ16huhOvWTKCjkCDoXyS4zww3Dbi+DgRXZ1GMUuqTwAAhoFpRzm/yDjohMxmAgDEr08hvdg4D4zSGvGJENJ+sgZUPgd0bhMAQK5VwFDKA5PnkjCFx1AssMhkSNdqRwv0DYQwx46RMiQuobQGnDudVZl43CgZIelwmv98UplU0DhoKv1KoIOOVxk66Lg++Uwel793Gdf//boo28R9yI3Jk5P8333HfR3jo5o5O4NMlLQh1xs8yrIsJl6Y4MvsniMeSOX1fVTBIPDqK8BcQHyy6e4GlHWCMmdny6Krp7v5QM1otNxV1dVFhFwtFhfJsQDQ7QSUqzsKsWmy8SySN8k+pESvhWFLjem7ANKhFNLjJCVaZjVC56nvIaEsj+DFGcgKZA3UHUBdZBG6OAGmpPYjBg90BikGh4CRET4qjNIC2XiWj2TR2rXoGqm9BoRDpTlUJhVMm0yYPUf8UYyEQddwF3a9dxd67lvfYOROhA46pmwIZEoZRn55BNZBK/+B7L3fC5lSxmc5AY33/9cKLruFE1K+Y766E9wZhoH3fi+fkbWUD2xigggqoZCyd9UXUgAZZMwxPQOkmijABAJlIeXqqS+kANINx1XEZmbLwmo9SQXivJCSO611hRQAqMxq6IbIeyi/EEHkykzdYynNwZa2VjkhpR3y1l0DkDAw7/AiKydvMmOUrIE7d8SVV8ryiM/FeSFlHbDWFVKAOBOPw7nLCZVRxXtV9S49vPd7qZBqA1RMUdaV8efGMXdhDvk02U/yP+9HIpDA5MuTouP8z/uRS62PB6aQLZSzW9RyUilrYn5V10iX2Ac2V9sH1tdXbUAPzNcXMLWM43MBIFwnjRql45MlweX1AvImJkZotUR0AUSEBZq3gbWd6NgCMqX8IvXmbmidS2d4yVSy8giaTAbh8yQPjLJ8CtkCIqWt1aJEhrDRh6lZSV0Rzw1FTmq7kFSTNWBOTcNjidecN0lZmoXrCwheEeTY9TS3BrgRNACIT3U8zBvQoxNR3PnZHZp63gaomKKsK7ZBG6wDVn48AgDMj84DIGKk90QvTJtMAMioGc5suVakI2lMvERCnvQu/bKjG/Q9enTvIfEJwStB0ZwsjokJEo2gLCWOCwXM9JT42EKhYpSMr5xGHY6QmAUh3EkNKHmifMvbYpErysnVyWR1IvuqU2QRvjiJYphMZ9aPePjRQ83Aj6ApGcEiF8ZRSHegEayDyUTSiI2SNSA16WHZ4YbDSdZALRGfzZbz0rQaoGdQD/XmbmSywOLVIOZGq9cApT4sy2Ly5UnEpska8Bxe3hqQSCXoPdHLhyCH74T576ktanTv7YbSuI6DN+8SqJiirCumXhMOf+Iwevb2QK4tByj17Ovht8lMPhMcO0oz8S4G+LlSq010Ksp7C7pGumDtt7b0OEqDUjSpffLkpMiYLpORLJ5cFgBLBBNHNlcWMJl0qYsPgEFfGiXDlNKoS4Inkyl34lWe1Hw+tDQaRiIhIozTkGPjRKStNmy+SIzmJRe8cYdv2RleAMgImq0uSE3kSj52dRKZCN1raobETBSpO2QNKN1d0PeSNSAcKSMU8Ym4eLwMF9RZkCoRN3kgkQCJ2eo1QKkNZxznKve+4y2uAZDxXGpruSyod+lh327HnvfvgUxJ87tXCjWgrzLUgL40LMvixn/ewOj3RxG+E4b3qLfmSINcKsfHETAShh/pshoELgeQnCdVsJ59PVBoVz5JnWVZUUeN934vJFIJwmHg9CliKhfuQtntwPx8dQdUXeM4S5LMcxWFF6sF0LfprTcfAEppBOjpIentq0E+lUP8WunfWqWEcah7iXs0RyqYQGaSVD4VDgs03XRN1mPhagDSNPnH1vTXXgNssTzLUYjTWR59xKHXA319LAyL47ww59YApZpMLMPP+VQaleje3Z41kAgksHB9Ac7dThz86EEY3HQN1IMa0CkbimK+iJs/uolkIClq8a1ErpbDc4RUeDhDeLs9MJzg4YSU96i3LUIKIMb03hO9UBkFOTCpHO7cIX6kSiGl0ZSznzi6bA2M40z14ONuZ/uEFAB02Yk4A0gFIrEKcWDpUIoXUjKbqW1CCgDUNi2fhZSdW0T05joawTqVIovw+XFeSOlG6q8BRlKO6+Do6SFRH7294tvTacA/zsBxoHoNUMSkFlO8kGIkTNuEFEA6AB07HQhcDIjGYFFWBhVTlHVHIpOg/6390Ng1pHOvTnp1LpXDxIsTotvGnxsXzflbCcU8KamzLEsqXw2E3Upw7nbC1GsCQHxgPeYU7I4KA3oASCaA8THxfeeDDQQMC0wKfPtu1+pEGugNRKRxr2exjRaY+GSYjzRQee18flE7EWYhFeNJhM+PiZXsPUyR21oFC4BB2OjD5LQE2TrNqGyxOqV/epoIp8omCbUK8PWSLcLKNbDWXshOJjwWxtyFcqQBW2Qxc7Z93ajZRBah2yG4D7rhO7561f17DSqmKOsOW2Qxe36W7yjxv+BHNiH+9E4tpsqJ470kcZzrZpl4aQLpFXpgsoks/C+Q/QpNlwa+Y6ubbWXqLfvAJs/MITUThqQUyukkNyMwz53SyO2NBAx3UsuXtvh8PjLbb7VQqsqJ7NFYScStUI9Ers4iHwwDAHSDLqgsqxciKOGM6SUTWfhCfRF/r5BLZBEtjYZhdBqYdvlgtZLfT60qZD5f3uJTKkklqqs0S5Lb4lOU0vXtdtLAsBAs+6iEa2AtvZCdzOy5Wf734Drg4jvxMtFMWyrxCzcWsHBtAd6jXhz82EEYXHSLr11QMUXpCPKpvOhkNv3KNMLjYQDiKzX7djt/RWsdsMI2TD69Z8/NIjrVWhhSIpDA9CvENWvpt8C+1d7iT7E81BY1XAdcKBYBWTwMQ2IWYEjSOYdCTq7mwdQXMLVOamuRcSqVlrch8/nWE9m50TBsKYDIuM0LmXoVlSCHhIFplw8SHRFt0Ut+5BL188DuZlLBBBI3ShleDguMfWQN1KtCplLlKqjJSAJmAUCrI9t8HFyavlRKin/5gtgDyK0BgKzzmXP3Zh4YN+qFuyj03u+FXC2HRCqB73g5067VSjz3+LGpGCQyCWRKWf2MMEpLUAP6KkMN6M2RDqfx4udfROBSgA/GrMR1wAV5jZOsMBFYqVeie2/z/oKFGwuITZGWY+duJ+/lWEui4SJe/Sc/YjFS3AkbSetcPeM4y5bjEYSYTOTPejAzQzoJAdLlJWvyc7qQLfBt95DKYNrqEu93rhGJmShycyR7R+nugtrWINH0LiM2toBCKXpCvckJZY01UCiUO0mFOOyAukYBsVgsd5JyGA1A/wCwdWu12C8WiqKh4Z009WC1KWQLfPyKTCmD62Dt+JVWP6sqf7dSpRSmXhPe8D/fAI2NjpBpBDWgUzYcKpMKR3/7KBw7HZCpq8/E3JVaLRQ6BW9Mz8QyGH9ufMm2a5ZlMXlqkv9w8hz2rIuQAoBbdySYlvtQkJCf2xQZh91SqGsc52boCXHY109IAaQyYTKSrycnSeViKTLRDC+kJEY9TNvd6yKkAEDbbYB6EynBZCbnERu7B7KQiizCl6d4IaUfctcUUoC4Csnh6qktpIBynIaQZJIM9a713qiqwDzbPi9kJ5OJZso5dj16uA+564pIa//yK/H5dF4kpBgJA/NmM/Z+cC8VUm2GiilKxzD72iwWri8gn6oOVfQ/76/rFyjmiyJjOltkGxrZ+eyW0vP4jrWe3dIOvF7A1sUgZnQjoyA+sOztiboVOkDcdt7TXf+ktpaYzETUAcDcHBAJ1z82MRtD6nap7bvHBsOm1jK82onSqIK+NIKmEI4hcmnyrjWms4WS0bxkYDLu8EG6xLZPpYifmi579KqfoLoypVSSqqWqzjULwzBwH3SLvJCN1sBGJzYd443ltmEbPy2hETqHjh/9snhjEfOX5+sem1pMiSZJSGQSOHc5se3XttHxMasAFVOUjkFj1UBtUfPBkgq9Ar0nevm03/HnyuF1HCLjuE2D3hO9/BVXLSO78EpNaVCi90RvU6NhVpNolHQ/sSxgH7ZC2UOuPlO3Z/jKGU9pNAw338znbX7I8Vqg1pAuQgAIhauzhgAgemseuVlS+dH09UBt163dC1wCqUoG4w5SUmHzeYQvjIO9y4zp+XQekYslo7lSCdOu5a2B3t7GVUgudZ/Tob0+MusxkwViMXEobS2EXsiZszN88vfdxPzoPD8Noee+Hugcza8BhU4B71FiTE/MJ2pW4oNXgyKfqfd+L4r5IlKh1Kp0KFOomKJ0EF0jXTj0sUNw7nJCIpfAsqU0jFMwg2ry5UmkFsmnt8g43meBfRspi9i32WHpI/edfmWa7xIUXqkZfUZ+zMt6k0gA6QxgMJCrf4VFh5ieXDkW5hcQvUWuPguFchu6rNT5x3TgCpbJy4nsfIs8C7Kt9No4ijHy72EY8UChW6XUzxXASBgiMEqTpiOX/FUifqOSCaUQv0rWgMxqhHG4tTVQrwqZy4orUkYjAAbQqEkVK5lYWkwB4grMwvUFfsTURodlWYw/P85/JnmOtLYGJDKyLQqmuhI/e34W8dly66XSoIREKoFt2IZMJMNn6FHaCzWgrzLUgL58xp8fx4W/u4CFa2LfitFnRGQ8UnW8c5cTKlP13kE6nMbs+erSiH27HRprB+yLlUgkgJMnyRw+4a6STlOAbLq8fckZ0/U6wGpbhxe6XEq5V/kCALYIU6R8ljXt8K2bP2o5xCdCyC+Q95zK54DKvHGn9MYmwigshAEASo8d6jasgXwOmJyqvt1gqB7UbTICA4PAyEjzj1/IFfgtfEbKwHvUu2GN6cKfBWifyT5wKYBksFogaWwa/naNVQOpSoqRd45g8OFBWp1qEmpAp2xYioUiRv9xtEo0eQ57YN5k5tuoOdyH3DWFFEBM7e5D4khw1wFXRwkpALhxA5irGCVjswE2u7SUhUQwRcZhNRU3hpACAAZwewCNNMsLKYlGDdOu3g0hpABA5zFD5SUlmPT4HOKT4fV9QS0SuTbLCyndgKstQgoQVyE5nA6yrVdpWI/Hgdu3iBG9WaRyKR8syRYaeyE7mWwiywspqUJK7AVtEoX2bXYYfUbRbb7jPti32WHebAYAyLVyDL19CEPvHKJCapWgv1VKR8FIGPiO+oh3SsDESxMoFop8cCdHo4GpLMti8uSk6LapU1NtH0GzUrq7AbNZ3C4eDJKr/uidoOjYwtjGykJKBRNQLJQm35rNMAw41vcFtYDKooFugIj4fDCMyLUaRrBOhcvwShGTXdjoxWRAXjXvcSXMVERDzc6RrbxKv5xCCTicxIi+HLgxTNxFUC0vZCeTmC/bEYBSHEgbfWCZaKbq4jN0K4RsnCSdA8TsPnV6Ctn4xvm9bTSomKJ0FAzDYPiXh+E+5OZ9TxyccVyhV4imp9dqoy5kC/xQYamCXN1y3oRaRvb1JJsthxl6vYDZBIBlERv1i/xFcjv5fSRuTCMVTKzfC26S2PgiP1RYvckJU8XV80ZCppHDWBpBw6bSG2IETTFbKI2GASAlVU6lknzkj4836MRrErbUDJEtJZr7fIC+5KOemCjnjvm8ZNuvUCDNg60KOfv2Ci/kfOevgcVb5Y475y5n231gsRlBR+CQja/ERyejfPYeQDxWCq1i3Ztt7maoZ2qVoZ6p1glcCuDV//0q5kfnwRbI29ToNfKlawAIXgsiPkPMlt17uqE0KJGJZvgPGF23DrbB8r5Y6HYIET+5inPsdEDdAR6Y114DLl8mJyK9gUQ9cGM9ALG/KBNJI3WHXPLLzAbofJaaj7neREanwJbOsvoh95Jt9xuGIovw5UneRa0f8axrrEY9srEMkrfIGpAYdDBsLq+BcAgIlwoZTgegamEJ5PPlBHSFQpx6Ho+TyioAWK2AXk+S8efnAZ0OeN3ryXy+VhF6IQ1uQ9VFV6cw9coUcgmyBtyH3JApyRoQeqckUgk8Rz0tbfkFrwQRnyt99u3thlJPSn5skRUNMFYalLBvs+PIp46sW5beRmU5528qplYZKqZWhv9FPy783QUErwTRtbUL2q7qZOr4bBzBq+TTW2VU8SMZbEM26JzVLcfJYBKBSwEAgHmzGUbv+lZMkkng5EvA1BQgY3PQhMlWJqNRw1hjW6yQziNW6siCXE5SwzsEtsgicqH8QW7c4bsrr4Zjt4MoRMmJTL2lfCLrBJJzMWRnSPOGotsGTY22+2SSDNMGyBazcRlLIJUiHXwAuZ/ZXH1MJlPe/lOrADDkuD17iB9wpeQzeX4LX66Rw7W/s9aAUMz4jlWvAZZl+co5AHiPepv2MrEsK8rd8xzxQCqvFvTTr04jn8nDtd+FI588UtdbSqkPNaBT7gpYlsWVf76C0O0QXPtdNYUUAOicOn6EDCekuvd21xRSAOly4T58Q7dDmHttruZxa8WNG+TkJM0meCEls5trCilAnIWEXI54YjpgyymfzpeFlEKx7PyijYR+sw0KLg/s1gySc52RhRS9HeSFlGZLd00hBQAaDeDi8sBCpAGiGSKRspCy22sLKYD4orylOZLZLDGkHzrUHiEFkLErvmNkDeSSubYMAW4H+XSeF1IKnaJujh3nA1NbSYnO/4IfuWRuycfnAoe5n9V33FdTSAEkv8roNWLuwhxu//R2qz8SpUmomKJ0NI4dDqhNaqRC9eeTsCwrEkSeI54lKwVyjZyfyJ4KpciH8ToVaW02wIRF6BLEQxHXORHMGlFskMcTjTEIm3pRkBIfWOTC+vrAMuFyfpHUYoRp5O5PWNbYddBsISI+O7OA6K3gEvdYRYoswhf8KJaqZYYRDxRLrQFBJ15KmAdWh7k5Irw4AoHG/idOdBWKJKwz2OZfDyMhgqRTvJCpkCDHzmtsKmXcsd0B8xaiSKdOTzX0geWSOdFoGACiPKlKivkiMtEMjF4jrP3rP2HgboeKKUrHwjAMdv7GTux8bCeKuSJJ+q24+uSu1Lh26UZXapVw88C448efHUcht/bzwKJXpyFPkFAe/VA56sE/UXuOmfCkZhjqgdRC9mjiVyeRCTcxFK/NxKciSI2RM6fSY4feW6dccRei0CthGCElmGIsjvAF/5ob09l8aTRMkawB0w4fJE36uJjSDD1p6UwwNo5qEV8ymnPvRZ+X+KSAOkb20vEZQeNYsdhcWGcrcBUYoBTq2+DCa7WITET4CzphJEEzGD1GOHeRuZDzl+exeGux6phkMImp06Rqbd5s5ivxC9cWELxSrVLT4TQmT03C0mfBoY8fgmPHxuui3WhQMUXpaBgJA9/9PhjcBshUMow/N863RQuv1NQWdUvZLQzDwHPEw28JTrw4gUxsbeaBsUUWY8+MITKfRToNqIfJfDSr4CJybg6IcztINU5qcjmg95qh9JAspNTYHOJT1cGmq0Xk+hzy80TZaduYX7SRkCgEeWDF4pqOoMklc4iUmhWYVjO8GMDjJeZwgIj4bGkJFAWp+1JJOXW/p6fss5qcBNKl9yRbLB/PIZWQIdzdqzhwwLzZzE9AmHttjm8yWQvmLswhdIusAdd+V0sDhIWZeNGJKKZeKUfAhG6HeI+nY6cDRq8RSr2SH+4en4vD/4Kfr6wvXF/A7PlZ6Lv16NnbsyxhR2kdakBfZagBfeXc+fkdnPryKaTDaf42vUvPz60zbzHD6Fm5iTw2E+NT162DVui79Uvco3WEBlpGqcAM0wP/OPGyBBeqj9eogWTphCWVAB4P+BmGHLlkDonrjc3rbaPIltvuARi3ecHQMEBErs+BLf1DaQdckGvkq/ZcqYUkMhPkJCvrMkPnWvkaiMfK7z+DHoiWhLxOC9i6qo8XGtn1OiBW2nWSMOICnVwG7NwFbNu24pfYkFwyx1dw1Bb1qlZkqkzk93shka5sDVSa1+Vaebkj8KAbsoqu2MrXIGzAkavlMHgNeOAPH+iIruWNCDWgU+4q7NvscO13Qa4tn5g4IeXY6WiLkAIAfbdeVD5frXlg6XCaF1IGjwG+Qz3Ytw/YtLlcddLryUBZzsTLCSmdllQRKoUUQHxgfBZSMrVqWUii/CKJBKYdPiqkShgHHJB1kUpA4voUUgurMwct5g/xQkrd62iLkAIAnR7oKVWQOCFls9YWUoDYyM4JKbMZ8PrKcQkSCdDVBbjdtR+jnYi8kIur54Us5Mo5doyEge+4b8VCinus3hO9vAjnhJTvmK9KSAECI3sp5JgTUgCgsqiw5Re28IPiKasL/QSkdDzaLi0OfPQAund3VyWjRyeide7VGpxIA8gg5YkXJ9r6YRyZiPAZOV1bu/hhzvk8kIiXfSaxGNkySVbYP+IJcns9UlkJwkYf2NIE5PCFcRSz7TOrZGMZREdLGTl6HUw7vBtmNMxaoXMZoe4lFZHMRAAxf2iJeyyP8Og0CotkG0s35IbS1N6qg0LQiQeU/HkNlkC8wgPNHc/N5isWyUVC5ay+1YLzQkrkpYDSNnshM7GMaMYeW2SRT7XP+J7P5Ks6+4QiqZJCrsAPfwcAMICl3wL3ATeGf2m4LSKPsjT0t0zZECi0CrgOuqDQE+cr5xdo19Uny7KYeHGC747xHCaPz12BFgsr98BUeiuEUQ+FAhFOQpPuuL/cAdXTXcrrKd2eq9FFHQqVtlwYBuoBLySlOOro6ASybfCBJQNxPghS0W2FYctGGRK49ihNauiGSCmmsBhBeHR6iXssDVsaDYMsUdzGHbWrFe1AIiX+KIB0442N1xbx09MkLgEglSehkV0osjKZ2s0UqwXDMPAe8bbdCxmfjWPmDFkD1kEr70eaOj1Vc9jwcqmsWot8YBPVPrDUYkok7BgpA8d2B/Z+aC8O/OaBDTsUeiNCxRRlw3Dnp3eQWkjBd4x04HGCB1jZ1SfXEcjdnxtV03uiFypzqbPu+eZyYGrBssRozl09eo96q7w0ajXZLtHXsGl5PeW5Zlyuz9SUeGBs5UlNpQYMW2xQdBM3e/LWDJKB+m3USxG7HUR2mig79ZZuaByr5ye7W5AJ88Cy2RXlgRWEGV5y+dpkeDFkq7mWiOdHyZQqqT4fIJOVjOwVcXAGA9DXD/T3r+7LrYVtyAbrIFkDM2dmGkYJLEXwWpAPB+7e0w19tx5GrxGOnaQKGbgU4GfhtUJ0MlpVtRZl4t0KYe5COQImPhsX/R0gkQybf2EzXPs6J8T0XoEa0FcZakBvH4FLAZz9q7OI+CPQ9+gRuBioOkY4VqEZRIZVs5r/YBQS8Uf4D0n7NvuyunVEoyNkEniO1B4dEYsBP/85sFjRFe3ziQcgA6RzapZLoDYAkWjj4zOxDFKlipLUoIN+8zIqShXjUwwjnqbb7illwpeneCWy3PE6whFCUrMB+nUYIRSJlOM4rFZgoWRSl8vLnikh4TD5YzICvZuAnTur35drSSaW4StKOqcOtqHm1wA3MJ2b/+k5XD1CKJ/O8xlTCp2iqYwpIYGLASRL/rqefT1QaBWi7xfzRfhfKGdM6bp1/BgtIYyEgXXQil/4o1+gXqk2QMfJdBBUTLWX6GQUZ//yLCZfnkQ+nYdt2AadQ4fYdAwL18knfL0xMpUsZ6xMKpTic2Qq5wPWIxvP8sNGtQ4tuobruHhBPFPnzwO3bpW3Q3p76z+2cDYaUP+kxlHMFnivE6RSmLa6l/Q6sfki33YPiGcEUpZPbHwRhRBRvupNTiibmJOWmIkgN0dUjNLdBbWt9hSAtUAo4gFScbI00HWZDIn26HYCx0+Us6nWC+GFjVQhhfuQe8ltsGKhKArK9B331b1PM2Nkqu6zjLEynBWhKIjd8Bz2QCKX8I+htWsx8NAAtj+yvenxNJT60G6+Jfja176G3t5eqFQqHDhwAKdPn+a/l06n8fjjj8NqtUKn0+GXfumXMDdX/gQZGxuj+9DriMFtwMGPHeSHGmdjZJ9B6IcIXg0ieK1x3HKt7JZGqM1quA8SD0zEH8H0mcYemPhsnBdS1gFrQyEFkC2SPXsAh52cpCQMGpp+hUGJGnVjIQVUZCEVCktmIeWF+UVqVWv5RRQRep8FSjd5H6TuzCIx3TgLKXojwAspbX/PugopgGwdCzvyMvU90QCAfI508imU61uV4pDKpfAdJ2ugkF3aC5lLlXPsVCbVkjl2fCdeqet4/Llx5DP1jenCjkD+tgbNImyRFQkpAPzj6116mHpNsG+3Y8ejO6iQWgfuud/4d7/7XXz84x/HZz7zGZw9exY7d+7Egw8+iEApLOVjH/sY/v3f/x3f//738eyzz2J6ehrvfOc71/lVU4SojCps/oXN0Nq1iE5GMfbMGF/y7tlHyuvxmXhdY/r0mWk+1M990N10BotMVZ4Hlo1l684Dq/JW9DTnL5JIgF27y56TsXGgUOOzOBoFZkuz1OxdgL3ZKB0JQ7w2JRNM5JIf+Ro+sPRiEvFSXpXMZoJx0NnkE1CWQm3TQttP3qO5QAjR6zXmQpaM5sUE2fYxbPNCrl3nsk4JmYxsJQOk83RsrPZImZlpYD5IhL7ZDEg7ZGeYixIQeSFT1WsguZDE1CmyBkybTHxCeTO49rlg8JAqxuTJSVE+Hkc2nuWrZFq7dkkjeyaWEQk7oQ/M/7wfapMa+5/cj+OfPn7XzsPsdO65bb4DBw5g3759+OpXvwoAKBaL8Hg8ePLJJ/GRj3wEXV1d+Pa3v41f/uVfBgBcvXoVw8PDOHnyJA4ePIixsTFs2rSp6e4xus23Ovz4Ez/G/Oi8qCWZK5FXlua5ML1WyvD1mDo9xRvS3YfckCllxFvx8iQKmfreiqV47TXg4gUgL7hA7ekpb5EEAmXjuasHkLd4jo1PhpEPhgEAKq8dKgvxgcUnQsgvEKGp8jmgomF/q0IxX0S0xhaqaDuWYWDa3rnRE1NlGxg8bkAqA8ACExOkAxAg288GA/DAA6TJopMIj4cRvhMGANi326EppfeH7oQQGSdrwLHDURXH0iyJ+QTmL5OsOmGwcHwuzo+AsQ5Y+YutelaC5EJS5A/tPdFLXv9YGOGxMMxbzNj6K1vR96a+ll4npT50m68O2WwWZ86cwQMPPMDfJpFI8MADD+DkyZM4c+YMcrmc6PtDQ0Pwer04efLkerxkSh22/do2mHpNIjHkf8GPdCRdNQzU/zy5nRNSco287jT3ZnHtd8HgLl99phZTpCMwI+4IXC6bNgEOh/j8OT1N2szHxspCyuttXUgBgM5tgspHSlppfwDxiRAiV2d4IaUbclMhtYpIZCTslNv/Cl8YRyaSFmR4aWHa2dkeNZeLCCUAmJgkXr+x8bKQAkiVdXgYUC1tD1tzTD4Tn5AeuBhA6E4IM2dneCHlPuhuWUgBJB+Pq5SHboUQuBjAwvXyLL3KqnUtK0HoTqiq0Wbq9BQi/gjCY2Hy2LdDuP7D6/yYLcr6sDohJR1KMBhEoVCAwyHeF3E4HLh69SpmZ2ehUChgMpmqvj9b2lfp7e1tWJWKx+MIh8P832OxWN1jKa3j2udCLpHD1X+9isClAIo58gk+e478Oxl9Rpg3mfmrT+52g9sAS197uqEsfRYoDUrMj87zLcoqk2pZWwKVzM2R7jypFPC6yFbKzEw5b0rCECFVKwF9uajMasjUbsSvTvIiCiD5RXSrYA2QMDDt9CF6ax7FWILv2JM7rdA6N0b0hMUCKJXA/Dx573IwDNBlA9weoK+DCyZqCxEwky9P8iIKaM9oGIDk43mPeuF/wc936wH1q9aclWD8uXFkY1neE+o+6IZUIcX4c+PIJXOiCAa1WQ3HdkdLF2+U5piamkJUkDprMpmg04mbnO4pMbUWfPKTn8Sf//mfr/fLuCfoPdGLrq1dOPknJzF3cY4fvQCA/yCs/EBkpO0VCZWPt1LjZ7EIgC1d8TPVxl1Jm2vJVDR1ABXvUckG+zep9XKZ0n9Wc7hxu6i1BtraZFTroZb78Ezt+xjcBpi3mLH7fbup6XwVGRkZEf39wx/+ML7+9a+Lbrunfvs2mw1SqVTUnQcAc3NzcDqdcDqdyGazosqS8PvN8IUvfAETExP8n9HR0Xa9fEoNtF1aDD48yHfj2beTxODQ7RDGnhnD4s1F0e2R8Qhmzs605bnDY2G+BN+1lXRpJYPJFSWyDwyQgbCFIuD3ky0+ALCWimn5AtlKKa48kB2ZSBqx0raS1KQnBhcAkQvjKKTbNx6DUocii/DFSRTDpHqt9JD3aGY6iOidGtOuO5DgPDBX2oXqEjSsFlmSMxVs3FS77qQjaUy8RNaA3qWHXN1cJ16zCDsClUYltHbSXTLx4gSy8eptuUK2wNsRZGqZyErAdf5J5VIYvUZIlVIYPAYcfOogFVKrzOjoqOi8/oUvfKHqmHvqX0ChUGDv3r346U9/yt9WLBbx05/+FIcOHcLevXshl8tF37927Rr8fj8OHTrU1HPodDq43W7+j2upnnXKirn6L1cRHgvDe78XGqsG3qNe0fe9R0u3lwagZqKZup14zTJzdob3LLgPuqHt0pIMmtJV7viz41VtzM3AMCQpessWoDQNBl1dgN4gzp3y+0nreaskZqL8tpLS3QV9rxWmrS4iqgDErk4i02AeGGVlsPkiGRZdatc07vBBbdVAP0JS/YuRGMIXJ1ZlUHW7mJkhsyIB0iSh1ZZH0GjUpOuvk7f4olNRfvu/a6QL1n4rXAdc0LvIGpg8OdlwJt5SiDoCe03o3t1NnmeAdOJNvzqN+Fw5eLNS2LkPuGHps6BrRByr4jnigXmzGdYBK+ZemxM11VBWB5fLJTqvV27xAfdgN993v/tdvOc978H//t//G/v378eXvvQlfO9738PVq1fhcDjwkY98BD/60Y/wrW99CwaDAU8++SQA4KWXXmrp+Wg33+oz/tw4Xvvb15CJZmDZYuE/kIDqkD2WZTF1eorvAlxux11lR2Atb8X85Xkk5slZpue+Hih0y3OKJ5PAMz8nPhRucTodJB09WyGgHHZA3XwgOwAgejOAYpz4N7T9PVVt96lgAplJ0oUkd1ig7abv23aST+UQv0ZOsoxKCeNQxV5YkSVCq4RxmxdMB1UeWBYYr3H+dvUAU9NkJJLdDhw+3DmRCJUELgeQnK+fOJ4IJDA/StaApc/CV4iaheu0A2p3BGaiGb5Cru/RQ66VY/EGqaJzQcRC0uE0P2pGY9PAtMmExZuLcO50Yu+H9jYdv0JZHjQBfQm++tWv4gtf+AJmZ2exa9cufOUrX8GBAwcAkNDOT3ziE/jOd76DTCaDBx98EH/2Z3/W9DZfJVRMrQ2BywGc+8tzmL0wC7bAQtul5bfearFwYwGxKbK94tzthKqJNOpCtsALNZlaBtd+V11vRXQq2vDDsRHZLHD6NOAfrxZPALniT6fLhl+dFrA1zgQlFFmEL/jBSTTDtvppy7lEFokbZI9RotPA0Gdv+vVT6pMOJZEeJ/tiMpsJOrep7rGRqzNg0ySMVjfogkwtr3vsWlEokOgDgGROuV0k92xRMJJOIScz+g4dIsd0EizLwv+cn9+Gb5Q4nk1kMf0KWQMam4YfOrwUM+dmkImQfzfXARe/dViJ8POEo9HFl3CkjNKgxKY3bMKux3Y19dlFaQ0qpjoIKqbWjuhUFC9/6WUELgZg3mzm/Qm1qMxusfRbYHDV//dJR9L8loDepYe137rk62nlPhzZLPDCC6Q6xY2XAUhWj8MhPqkBpKOqkdlXnGvEwLRj6fyiVu5DqU+9bK9232e1yGTI1h6HyUT+pFLiTj6JBHA6gRMn1n+EjBChGGEYBt5j3qXHyQhn4jGlbLp642QqR8M00RG4nPuwLIvYVAyZWAa2QRuO/e4x2sG3ylAx1UFQMbW2zJydwbm/PofApQC0dm2V3wAQl+DNm818m3G9atZKqkyiapZKBteB+tWsSpJJ4ORLJBxRqyPDkCvR6UgGFUetQccrqjIto5pFqc9KqkzpxSTS/uaqWatFLAoslIZwm01AKFz7OJmMbD0fPES2+zoFUZWpSwP71ubXAMuy8D/v5z2WtapZK1nnwNLVrGKhiIVrC5Br5dj2a9uw5Re20E7cNYCKqQ6Ciqm15b9/578xe24W+VI3WuV2XK0PLdEVq4SB9/7yFetK/U9Acz6rWly8CFx4jWT5qDUAWNLJx9FlIyILLDA5VZ7X5/GUvSrt8j8t5bOi1KFN/qclfVaryPw8kBAYzRUKgC0C4+JsXEil5Pv793eWkFqp/4lD5LMSfBZU+p84g/lyEV7kCRPZ8+k8Jl+ehKXPgq2/uhVb3rilpcenLB+agE65Z+k90Quds1w5yqfyfGfd2DNjvJDy3u/lr/4kMgkZgMqUhE/p+PHnxnkh5T3qbUlIAeUBqEqDEgBJZM83ET3gdAI2G6lIFQrkpCb8npb7MRkygJY7gU1MkC2Z2NgCL6TUm5wrMpIb+uyQO0g+Q+LGNFLBRMuPda9QyBbKQkoqg2mHr2UjuUwth3Eb6UZl0xmEz4+tfqdfyWjOCSmvt7xtx0jKnXschQIQWhRv+a03CzcWeCHl3O1sWUgBgH2rHZZ+sgamX51GIpBAbDrGCynbsK1lIQWQjj9hInt4LIzUYgqTL08CIONv7vz8TsNhyJT1g1amVhlamVp7Ln33EsafHUfwarAq/mCpEnzgUkA8aHQJn8RyEV59do10NfR1AcTce/YsMDlZrjx5vfXDOxNxYH6ehSE2BUmxNFF+ZPkzAuuRiaT5SIWiVg/LMnxg9xKZaAap2+QkKzXqoN9ka88DF1mEL0/xkQrt/LcVPU0p5wwgWZE+H+oGTc7OAKUdTJhNwJ69pDq6nrAsi+nT0/wQY25+ZjsQeiE5Wq1a1yKXyvGRCkLkWjl8x3w49PFDkMqpV2otoJUpyj3Ntndtw+HfOgznLmfVicboNTYURqZNJtHfu4a72pqGLGxhnh+dR3g83PB4nQ4wGsuzzZTKxinoGg0LU2ScF1LZ7tZmBNZDaVAhYiDzwySJGCKXJjs6C2k9SMzGeCGl7LG1T0gBZATNdjckxlIe2OgEMtFM+x4fQC5bFlJAqVO0wRKwdZXGx3QBu3Z3gJAqVZc5IeU75mubkAIAlVEFz+HyDymRSSDXtq/Tslb3n9qqRvfubhx48gAVUh0KFVOUuxLzZjOO/vZRdO/pFn3QLVxfQOhOqOZ9EoEEb1LVdpGK0fzoPJ+ivlIy0QxvUuVyZ8J3wnx+TC1SKbJtly5lB2YywOQEygFUAvLpPCKlbSVWoUTY1ItkiiGZQG3QO8Ui8WyxEhnCRrLHw+bzCF8YX1EA6t1E9NY8crMkvVzT1wO1vflmheVg2GSFsoeItNTtGSRm2zMDNJEgWVEACeEEyPbyYp1A9mSSVE3NJhI26/PVPm6tyKfzvD9RqVeueKB5PaQKKXzHyA9bzBeJNUA44blF2CKLsWfGRLcZ3AZs/ZWtOP6Z45Br1j8eg1Ibus23ytBtvvUluZDEy//rZcy+NssPDQWqBxIv3lxEdJIMsuRyp/KZPCZPEr+CXC2H60Drafax6RgWrpMzEtcRWCwU+VETQHXAKEACEm/eBC5fJuM5hAg799KhFNLjxKwisxqh85irDOuNtgeXIpctn2Q1GhLKCACRKzNgM6UutSE3ZKoOCxZaK4oswhf95B8MgGHEA8katK1n41kkb5Y6NfVaGLY0EzhWm8VFsq0MEE+eSkV2EyfIEoBcBrhc4KtUkXC5q08qJSOPHviF9YtDSIVSmHuNrAFu0PlaMHN2hq8Oug+2vgZq5U6ZN5vR+7pe7Pj1He2dF0hpCrrNR6GUSC2kkAgkquZgpcNpfobe1OkpXki5D7n5EDyZUsZffeZSuZZH0MyPzvNCque+Hj5aQSIlxnepkpx0x58drzKXcuNlNm0i2yjCz9PxceKjik+GeSGl8tqJkAIAhoyg0ZSiifx+IoqWS1JQrbBYykIKAIzD3ZBZyVzE+NVJZEKpGo9wd1PkRsOUhJRph29NhBQAKHQKGLgRNLEEwq+Nt7TtOjVVFlIed3lbWSorV5ty+VJlkiWBssJ4BKUCcDjXL/E84o/wQsq+zb5mQgoAuvd0w+gja2Dy5UmkFpe/BoRVayGxmRjCY2GwBVrz6HSomKLc1bAsWzV02He87CMaf3YcuWR9bwXfiacnnXjjz5W9GM08t/95PxIB0g7lOeKpMqkyDAPPIQ903URgTbxU2wOzcydw332kYiBMVQhfneVDHXUDrpqhjnY7EUEAEUWRSFMvHwCpVgRKXYROJ1Dr4kznMUPlJQorNT6H+GS4+SfY4OQSWT7YVKJRw7Srd82DTSUKKUw7SoqHJVEMzc6FZFlgbAzIld7SPh8RUEKYkihXlt664xV6zWAg77Hdu9dHTM2+NstnxbkOuKCxrX2wqXmTmR+mPndhbkkvpJDFW4vljsAhG7r3CGIvWNAt9A0CFVOUuxrboA2HPnYIju0OSGQSeA57wDCM+AML5OqykbeC+6AEgKlTU0gtUYGp9FH4jvsaGkdtgzbYhogHZubsDGLT1R4Yu700UFYHgGVhCo9Bli+ZqTxeyBr4KQyC3J9QiIikpahXraiFyqKBboBsg+aDYUSu1feB3S2kggk+DFVuN8Mw4Fi/FyNhYNrVC4mWCInoJT9yicZlyHxePGOvu7s68FWIo+LHYwBYrUToHz/R+hZyq7As8RelQ2QNCONO1gONVcNbAZbyQnIErwQRnYjyf9c5dVAalLAN2aA0KtG9txuHPnaIBuVuAKhnapWhnqnOIDwexvlvncfs+VlorBreVC5TypDPkM4364C15sBQYSifTC3jhySbN5th9Bqrjs8lc5g6TVqb1VY1HNubP8lm41lMv1oywTu06Boue2CSSeCn/w1EQwVoQ2RLoCiRIqp3AwwDlYpUjyoRtrkLkctLHpgKKgfZ1kpVrwebLyJyqfxkph2+u3IETWx8EYUQOQmqNzmh7KD5aInpKHIB8v5WurugtlXHb6RTwGwpD0ouL1emrNbagZvCUTJSKcmUsliAoSFgYGA1forGFHIFTLxI1oBUIYX7kLtjPEXNeSFZTLwwUdO0bt5sRi6Vw8BbBzD8zmFqOl9HaAJ6B0HFVOeQiWZw/v+cx+3/vo1MJAP7Njs0No1YwFSMoBEZx4ds0Dl1IrGkMqvg3FlWMIn5BOYvk30x8xYzjJ5qsbUUwhOFRCaB5wipphWLwOVzGUyemkEmCxQ0OlgHbFVp1L2CTKBcjlSYAECjBuyOxmIpnyfdWQAxEvf0LPvll7KQJskZF2tnxl4rIqNTYEsTqPVDbkg70HQvzAOTmg3Q+yz89yIRUp0ESLVToyGzIKdLvrjKwdnxGBAsdfPZbCSuI58j4spuB17/BiLI1opMLIOZM0TZ6bp1sA22MXqiTbAsi8mXJ1HIkDXgOVzOAxPN+0NZbE2/Oo1sPAvTJhO2PVIaGdMhAvFehRrQKZQaKA1K3Pc/7oNzpxM6pw6LNxbBsiwfogmQeAT/C2Sq/PyVCuN4KVldrpHDez9Jo06Hykb2xVuLvJBy7nK2JKQAQCqXkkR2CLYL80Uk5mLQRWegNwBypw1xhQ3FAqlYCRkbB7k9URZSFjMRUkDZA6MQeGDyeVKt4ISU0diikAJKWUgeSA3k9xUdnUA21t4spPWALbIInx/jhZRxh68jhRQAKI0q6IdIHlghFCVBnwDmZstCyuUqNycoFIC3FJ0UT5QqmSwQnC8LKQAIBsntuRzJPDOZ13Z7LzYT44WUbcjWkUIKqO+FzCVzIiEFAJlIBoVcAVKlFF1bu9D3YB/63thHhdQGg1amVhlameo8bv/sNi7+/UWEbonzpjxHPHxFqPL2Wn4nlmUxeXKyqgOvnWnLcxfnkFoQ+7NUm7txflSJQIBs4XF0d5MqQiwufgyuzb0WoVC1IZ2rVrSDZCCO7HQQQHWFZCORS+WRuFYu2ZlGWlWaawtbZPnsMQAkH4xh4POSkTDVdxDHaXB4PSQigTtb6LTAwCCwdevamc4nT07yW/Lde7v5ppBOJz4bR/BqUHSbeYsZMqWMH3UjVUjRs68Hez+4F6Ze0zq8SkotaGWKQmmA/zk/YlNig3f33m5I5VJ4j3pFt/fs66lrHGcYBu6DbtFtzt3OtqYt27eJp9tbB60IRpVYWBALKaORVAqsFRfqJlNj47i5ooNcr2ufkAIAjV0HRk0CSguhKKK3gkvco/PIhFO8kEorDTANbwwhBZBuVMP2XhSkpAxpiozD7czXFlIAGZ8kXgJw9QASablyZTYB27YD27evjZBiWRb+F/wib+NGEVIAMZVzIb0AGWll9BihtWuhMpHFadpkQt+DfVRIbWBoZWqVoZWpziN0J4TTf3oagUsBUVXJ0mepmXbOeasqEYZ6CrEOWqHvruHiXSaVRlYOtcOAK3MWzMwQYzCHXlddlQKIx8VWazekThVCra7u3GqVyOg02GxFV5lEAtM2z4YwpiemIsjNkwpmQmtHTk7eB14PERidTjYDTJeM46pUCKoMKUOqex1QmtRVxws9dkIsZmAxRP7fPwAMD6/mqy5Tbw0YPAZYtmyMKifnhRLCjaDhBq9L5BJ0DXfhwf/1ICRSWuPoFKgBvYOgYqozWby5iLN/eRaBS4GqDzrOOJ4Op/n2Zr1LD6tgqK8obdlrhHmzWWyMder4qINWEHUEWtRw7HCIxJtEpcCtVA8WgsTjIkQhB3pcxDflF+xaCo3pwu9JJWSeGsvWN7Ivl8rtJeMOHxiAhFtyt23zgunglu/I9TmwSbLFqh1wQa6RIxgE4iXB2tMNKDq4QCIyjlsBnR5ILSSRmQgAAGRdZuhcZV9fMgkEyLdgNpNqZzoNzAo6/KUSoLsHOHECkK2yXWypNSDXyuHa1/pUgtWGLbL8aBuA5NiBIdl2lRg8Boz80ggGHx6kXqkOgm7zUShLYOmz4PhnjsO52wm1VXyFznmp0uE0f1tsKsZ3/FWlLW8me2VKvRKeI2QvJD4b543syyUZTPInEfNmMxw7SJlImMheTGfRizF02ViYTeL7Z3MAWyy3u3OMjZPbs5mykNLpAI8XAEM8NL2+cigoZ2RfLgXBjEBGoYBpV2k+WikLidGQ33fkkp8PTO0oOKN5SUgZt3n59nSbjQgTgFR84u0Zidd2gsGykOrpJkIKANRWDbRcHth8CJHr5H0cCpWFFFBuaoiVI5AAkEBPlar5qIxWaWYN5BKtTyVYbfKZvEhIcbcVcxVRCAypZPuO+aiQ2uDQytQqQytTnU2xUMSLn38R86PzovA8Ia79Lv6DvfL2WhkwLMuKrj6993ubLt2HbocQ8ZOtGMdOB9Tm6q0YAJh+ZRrZUihjsceNKzdkCAbLBmEhXTZSvUpV5Ixy1YpatFqBadSSLyQ+FUG+tH2m9Nihtq59anUtitkCoqMlpdlgO1K4fVZ3G3U9YMlgbC6+qN52ZGUeGGdMd7lqb/MBJFqjqws4ev/qRiG0sgba2fSxUoSGc4PHAIlUIuoY5pDIJOja2oV9H9m3oio2ZfWg23wdBBVTnQ/Lsph4aQKv/c1rJApBsCK4waWtCKS5C3P8nK56wkuI0FvRzMDUxVuLvABM6J24Oani2945LGbAUNrJGRsr396MQKqVL9SIxHQEuUBJINUJixSSCaeQGiOVEanFCL137eap1SIbyyB5iygkiV4Hw5bGJ7haW6Wtbou2g0Z5YzUpsghfmuA7GfTDHkiV0qocMgAwGoC+ftK9t5pRCCtZA42E11oRmYjwlW2lQclPWph7bU40NUGmlsGx3YGDHzvYFn8lZXWgYqqDoGJq4zD2zBiu/PMVzF2YE91u325H4GJ5D6RWonE9Iv4IPzesnpG9lrei0WgbIYn5BGZem8ed20CwaEZGVZ1tZTIBsRifoQm3u3m/S7MVmOj1ORQr/EXNkE/nEb+6/pEDwggHRbcVGkeTJ7gKE3/dyIFVRmgcV6vI0OFmCV0PgkmSMqRyUzfmQmWVzY2M6R8gSeertQu10jWw0qDcdlArxkRtUUMik/DzOQFAZVLBe8yL7Y9sp0Kqw6FiqoOgYmrjcOYvzuD6D69DoVXAOmBFfC6O4JVyK7/OoYNtePnl+FpmdY52GGrTsRzO/vsUQotAEmokdA70+kpp5hVbNq2YyhtWYIqsyFRu2OZd9hyxmmb1Nez0i90OohAlYkK9pbX8orlZIFWy2Llca5sIXss4vuzHmIshO0PKkEmNDVmFDhIJYO8CtvQB/f1tfMEViNaARg7X/uWvgVpm9bWiqmp91AswqNmFqOvWwdpvxbFPH2s4q5PSGVADOoXSAgzDQCKTlDNhBJcZln5LS0IKANRmNZ9HFfFHeCN7OpzmTyIGt6HlziSVXo79v+yFVgvopCk4U2MAywpfPiQSknreyjaURFoSYSBeHM7IXswWykJKIoFph6+lgaxMyZgOBVEgkQvjKKTzy3+hy6XIInxxghdS+hFPy/lFDmc5s2tqqjqVfrUQGsedjtaEFABoHHpotpAtKU0yCE2yfBFhtda718qpWgMtCCmgNJWglBGXWkzxUwlWm0KuwAspiUwC33GyBiRSCT/FQAQL2IZtVEjdhdDK1CpDK1Mbh0KugNF/HMW1f7uG1EKKz6Dq3tMNpWHlPfCVWxkcXVu7oO1q7C9qhmKRxaUfTWB2qohMFljUesBKpC1XK2rBVWCkhSz0MSIKJXotDFu6lrhncwgHCCs8TmisqzNAeLUGMgsHCBuN1aGo7cQ/DnCNbMvZum1EIVtArGTALzJS5Oxu3LefwZYtK3/sSqKTUT7XrV1rgGVZTLw4gWKe+MDqTS9oB6nFFG8JqJzpKSR4JYj4HBHsUpUUjm0OvPGP37gqr4nSXmhlikJpAalcim2/tg27378bBjdZOO5D7rYIKYBUYHpP9Ipu69nX05aTCABIJAx2vM2LLTu1UKsAU2wCdmO2bUIKIBUYTTHOC6mi2do2IQUAep8FjJ08XnZiFonpyBL3WD75ZI4XUoxaRapibdpWVKmJsAHImJ6Z6bY8rAiWJc0EnJDyeduX+SRVSGHcQSoqKnkBPmYcXk9xiXstn8DFAC+k2rkGGIaB96gXWgd5vIkXJ5BZhbmQ8dk4L6TUVnVdIQWQSpTepYdUIYV9qx37n9zf9tdDWX+omKJQBDAMgy0PbMHwO4dh327HwvUFFHIthC3VgGVZjD0zxv/dc8QDhVbRlscWsuVgF/oOWmHQA+zUNHKhGrHoLRK7E4QiSraAYrpuRFl9VQfhSohGgVBWi6ieGNFzgRCiNwJL3Kt50otJxK8Tb43MZoJxcBlO7SaRyQBfaYcnkyXCp131/0K+utNu3N9aHlgtWBZYXGTAbOqF1aWCwwFMvdS+PDBuDSQXyD6o96h3VdZA13AXrANkf3LmzAzis+1bA8FrQdGsvdRCim8yqUUqlEI+lYfnkAf7/q99MPlMbXstlM6BbvOtMnSbb+MSHg/j7DfOYv7yPCz9lqY71GpRyBX4IcoSqQSeo55VD+iLBTN47ekZRMKAzKKDsmcFWTZFFuHLk3xLoH6EbCFOlhrxlAqSjL0SAoGy18jVA0glRUTbuBUXnwghv0AqXSqfA6o1aKOfmiqHp3rcJPSyVTJpYKaURm4wABYLEJwvJ+D39ACKFeiSYoHki+kNwO7dZEB2eDyM8J0wgPrdqM0iXAOMlFSQVnsNZKIZzJwtTSXo1sE22PoaYFkWky9PopAha8Bz2AO2SG4DAIVegZ694kUQm4khHUqj78192P7I9iWjHiidBe3m6yComNrYpBZTOPfX5zDx0gQMHkNLOTbZeJY3nTfyVqwG2VQB5/5tAgsLQB5SGIbcyxYkjfxFlZlEPl8L7fMV8QJeryDLqGQSB0u2mgwjHkgUy/fARK7MgC0NMtQNLZ1f1E4WF0nFDSACpdHg6XpEo+RxABKcqRXsisViwMIy8sBqkcsBiwvksffsJXEaHKJuVJ8R5k3LN4Kt5xooZAuYeImIOKlCCvch97JFXOWMQGE8Sr2xMaHbITAMg5FfHUH/m/vpzL0NCBVTHQQVUxuffDqPi9+5iJv/eRMqs2pZ2TDCeAXrgBX6nrXPlUmnWZz89jhiMeKzWU58QT6Z47fFGLWq7rbY1CSQKzXgLacCI4xdkDBESNXqOIzemkcxRkowmr4eKHTNlWCqYhfWaR5gIgHMkygkWCykstQslRU7eY0fPZMBZkp5YHodYF1GASadAiJREnmxezcZdF1JPp3nKzBKvRLde7ubfvxOWAMrmUognLmpMqng3FVnDZye4rdD1RY1tA4tdj22C679LjomZoNCxVQHQcXU3UGxUMSN/7yB0e+NgmVZmDebl/yAXLi+gNg0Gd7Wro7AVrh2DThzBlAszkKWJ2FIugEXZEtsW6YXk0j7S0NxbSbo3KaGxy8uANHSrLpuJ6BcogKTzQLTJYO2VkuqIo1IzMaQmyUlGGWPDWp74xJMIZ1HjAsElcthGu5pm9G8FXJZYKr082o0gN2+xB0aVexqUCiQUTIAIJOWjPBL/LjxGOnO7OsDtm1rnI/VSrBmp6wBjtnzs/zMTdcBF+TqxmsguZDkA3s1XRrYtzb+R5u/PI9UOAX7Vjv2Pb5PNBydsvGgYqqDoGLq7oFlWUydnsL5b51HMpiEbdBWs8LDsiymXp5CPkNKNZ7DHkhb2JpqF+Ew8Mpp0rIvT4ShSocBACqvHSpLbQ9MfDKMfLB03DL8Rc1WYBJxYL7k4bVaiE+nGTLRDFK3SyNfjHoYNtU+WYlmBJr00Pd2xkmtWAT8TYx8ER7HMKRjr6mMsGYT2VmSUQUGGBkhoZzNjIlhWRbTp6eRS5EKTL2ZeCzLYurUFPLpzlgDQkQ+sO12aOrMhQyPhatm6tmGbdA5aov4TDSD0J0QrANW7HrPrjXdyqSsDlRMdRBUTN19LNxYwNm/PIvF64uwDlpF/ptG3or1JB4HTr0MzAWAYiIFXYJ4YFijCeZNJtGxkaszYNOt+4uWqsAsLBCfD9BcBasSYRYSpDKYtrpEFafETBS5OWIwamZG4JrDkg487pO3chixqGKnAbqWqmDVYHYWSJcS2d0uQCYowBQKwOQE2QrctYskti/3LbpwYwGxKfKP6NzthMpY/kfs1DUgRJgRVcsHNnN2BpkoWQOuAy4Uc0XeyK7v0fOdghyJQAKJQAKbH9iMHb+xY1U6FClrDxVTHQQVU3cniUACZ//yLKZemYJ5kxlKgxK5VA5Tp4i/SGlUont3876StSCXA154nlSE0vE8DFGyBZaXKmHb3t1Wf5GosoJyVMDkFBlzAxCPjrTVYkXFGBvutUZvBlCME4ORtr8H8g4+qc0HgETJC8V14rVasatFJAyEwuRrhx1Qa4BkAgjMA3IZyQw7fJgI3lZIBBKYHyVlSEu/BQaXoePXgBCRD6w0lLhyK1PorRIZ2ZXS8lSD8QgK2QKG3zGMoXcMtTQFgNKZUDHVQVAxdfeSTWRx4W8v4PZ/34ZEJuGzbEy9Jph6Tev74upQLAJXrgDXrwGRSBGmSPX8MMhkMI24Vu4vqqjACGmp668GwiqakFZmBK4HsSiwUOrSk0jIvw/QWsWuFqkUMFdKZJdKyDggDpUSOHAQ2LSp9cfPJrKYfoWU0RgpA7ZA/rE7eQ0IqayicchUMrgOVBvHK43sWrsWSqMSO359B/GQdVgFjrIyaAI6hbIGKLQK7PnAHrgPufnxFfbt9o4+iUgkxCOzdRtgs0kQMYrnh0l0Gpi2LT8+oSYMEU1KQXGImxHYrnOOcagbUrP4Q67VGYHrgd5AhBNQFlIeT3uEFEA689ylcXciIaUCNm8hW3wrQaFV8DPxOCHV6WtASK0ZehqbBu6DteMTGIZMMZBr5GCkDHROHQ5+9CB6j/dSIXWPszE+cSiUDiURSCA8FkZqMQWAjMnghFWnwjDAwAAwNAw49TGRsCnGk8hE0m17rlSKpIDzj18kW1ntIpfI8rP8OOKrMIJmtWCL5SBOjpkZiIZsr+wJyNaqEL0OcDiAvXtXFvLJwXW7Cf/e6WtACNdtyJEMJpFusAayiSykSim693Rj12O7YN/WgqmNctdBxRSFshIYcnUr7LTyv+DnzaudjDEzj179IvQ6IGXqQUJDwolSd2YRmYguce+lCYfLW0wOe7kCMx8kMQorJRVMIHGDbDHJHRboBkmZJR8MI3J1ZuVPsMrk82QbFACUyrKvLJ8nHXnsCvVIsSju7AMAixlwuYETJ1bgVyvBjYbhhIf3fi80XcSA5X/Bj2wi2+juHcH85Xks3ijNCLyvh+/Amz03i+hU9RpILiQRuh1C7/FeHPvdY+je07meMMraQj1Tqwz1TN39RCejePlLLyNwKcC3ggOAaZOpI+dwsSwL//N+sKVJuc79Xrx0UoL5eSCTyMLADTFWa2EZbK29e3YG4KxMwm4yURaSrLQF1cLuSGxsAYUwqSioNzmhLHWTNUpr7ySEXiaTETAJmslmZkgIJ1Ddidcs6TTp6OOQMOV0c4ej9dfNITRjy5QyuA6W/UXRqSgvULpGuqC1d1g3JarXgPdo2WMnTGvnsqVYlsXC9QWABfrf2o+tv7q1ZiQE5e6CGtA7CCqm7g2SwSROfvEkApcCoqpUrTbq9aSYL8L/QrnNjjPN5vPA6Chw4zoQjxVh5I3pDEw7vE0LkqrxMjVyjpo5pv4PwCIyOgW21BKoH3JDWhndUGQRHi23DepHOifjCCAVu3CYfM112bVyTD2EWV8ACfC0O4B9+wDz8ifBVCGcd1fv/Z2OpDF7jqg5vUvfUeGVwhmBwjUgRLROSqhMKjh2OnDiMyeWDCul3B1QAzqFssZobBoc/Z2j8B3zia7EY9MxjD83jk64ZskmsvwJQmPTiEyzMhmwfTvQ1w+YLRKEeWM6iSBoxgNTKJRFEsOQQMpaIolhiAmdS9se95fjEhrBluIQOCFl3OGrFlIAIGFg2uaGxEjGlsRGJzpm23V6uiyS3K76IslkIiIKINlg3H2WIpUCFoLlvyuVgMcL7N/fHiEVm47xQso2bKt7oaAyquA57CH3mYph8tRkx6wBTkipLeq6xnGJrNqYng6nEboVwtzFuTV5rZSNBRVTFEqbUOqVOPTxQ7BvE3czsUXSTl0srJ8pNxFI8C3slj5LTdMswwA7dwL9A4DDwSBq7kVOTs720Ut+5Bp4YDKZ8vYdQKpPmQaWmVyW5F5xTE4SIVCPfDrPZ2AxSiVMu3qXrA4YNlmh7Cn5wG7PIDEba3j8qsICY2MkkJODy4Cqd3xAUF0Kh8nWaSOiUVKVcnsAnZaM6HE6gCNHxIOLW2V+dJ5sdYH4i+olgXNIFVIy9BdAPpXvqDUAkOBO4bZ8JemQ2IQukUtg8Big7eq8bUvK+kO3+VYZus13b3L9P67jxo9uIHg1yPsyAKBnX8+apyMv3lxEdJKYaSvTqusRiQCnTgGBOUCajEKdIh4YqbMLeqf4ZBKLkVRzALDZiAWKD560AvqKubaVI2fkMlJ9AQCzCTCaxMenQymkx0k1QGY1QudZXoklG88ieZOcRCV6LQxb1nbMR+XMvJ6e8nDnWqNiKkfO+LxlozpQYwQNS7KqZFISebF5M3D7NhG0fX0rj6FgWRYTL0zwQshzxAOpfHnbpsJEJeYFtgAAMwRJREFUcffB5afqrxTRGtjlRCqUQmScdH06djigtojHJQUuBZAMJvm/y7VyOLY7cPi3DkNjazHllLLhoJ6pDoKKqXuX0O0QTn/1NAKXAihkC/zttiEbdM7GV/XtQjjJvt4ctXqk08CLLwKBAJBPpKGPl2bdmQ3Q+ywAiChKJMjxXIo3UH+I8eIiqaAAgNNJ8o4AIJ8rt/CrVOR7QMWMwAazBJeimC0gOlpWMKbtzfvAVkImU4o6AIkksNpK36gzxFg4igcoj5oR/n6Acnp8sQgEg4BOR0bD9PS09/VXeodWMhomdCfUUMCsFvXWgHCIsbBZRHg8QLYDu0a6cP//fT/kSwwHp9xdUDHVQVAxdW8T8Ufwyp+9grmLc8glyh/Qq93pVzkWw3fM15JpNpMhxvSbN4FkLA9jdBJSCblSD8hc4IpulfPlAKBYKFdgJAwglZW39jxu8nfxaxZXYMyZWbApstWiG3BBttITWcUImtVOSa+s2Olq6OdAAEiWCiAmU21vlNlUe0uwqwuIx8hj79nbHk+UEGG6udqqhmP7ytsA6wmY1aCZNSAcf6MyqqrypQxuAwbeNoChdwzR7r17ECqmOggqpiipxRROfvEk5q/MI7VQNgbJ1DK4D7jb/nzCmWMKvQI9e1dWrmBZ4OWXSSu/lGGhXxxHJgOk0kDY6ENvL1M/3oCtzjpqOEqGBSYmyHNwrGRGYC2iNwIoJlZ3ft/cXNkDJqzY1Xw9UVKx4+AqdkIxBpBIA7WaDK0OBgGFHPD6gD17Wp+vV4/EfALzl8lerHmLGUaPsW2PLRQwMpWMn3HXTkRrQKdAz33110DNkTIMYO23wn3QjV3v3UXTze9RaDcfhdJBqC1qnPjsCdi32WFwlxdkPpXH2DNjbe1ySoVS/EkEALKx7IrTqBkGOHSItNbv3ZVD7yaSi6TVAF3JcRRz9U28+UKN23LVt3EUcgVeSBUZKcJGH7KF9n1MsSywKLcjpSbblIkb00gFE217fLCAf1xspk8l6x8OENEkhKtULVQEm4YEgkujBrq7gQMH2i+kFm8t8kIKAOIzbYysB+mK48in12ANxBuvgWK+CJVFBecuJ6yDVsg1cjh2OLD1V7di9/t2UyFFaQpamVplaGWKwsGyLK788xXc+vEtLNxYEI0MaYcpN+KPIHQ7BACwb7MjNhPjK2Gu/a4V+z0qqxWRUBG3Xo0gmQSUPgdkerEHJh4DgiVBYDSSQbuL5OXVNJpnYhmkbhGDkdSgA2O3IdjAyL5c8nnSNQiQSpFVm0bqTrUPrFUqjeMuFzBVwwfGUbmt6XaXX18jjAYyCmhwkPis2snUK1P8drT7oFskSlrdKhYSvBJEfI6Is+693QhcLPsJPYdXngdWuQbiM3EkF4g6rdX8kYllELodQveebuz94F6kI2ncevoWRn51BPruFb7hKBseus3XQVAxRalk/so8Xv3zVzF/eV50xdy9pxtKg7Klx5x7bQ6pULVwikxEELpFTi5dW7tabutevLWI6ES5G0plIs7xhckkLv8sgFgUkDvMUHSR7aBIBAiVhJNcRkaYAMB8ACjtsMFgIN18AJCciyE7Q5SXoscGjZ0YjIRGdp0WsLXYiJdOAbOleCCjsewvKqTziF0tCQa5HKatrU3+zeXKwkmtLqeMVwomrhNPKOyA8tan8HFADoVGS0z+DACLlRjN3e72DYsmr7O+v2j6zDSyMZLp0KroZ1kWEy9O8O93YUdg8FqQr36txhqITkaxeLOUyC5YA4n5BOKzcWx6/SbsfPdOKPVK/rXSahQFoGKqo6BiilKL+dF5nP/WecxdnEM+RbbJpAop7Nvt/Id6M7AsybDi8N7vJbMCBaTDacyeJxUYg8cAy5blVWBE1YoaHYHJSA7nfziFcAiQ6FTIW50IhUgkAIdSSbrPkhVbXgo5oEsHUYyRk6lmSzcUFT+/yMguIWb35YygEQo7u716W4wtsnyGFUDCQJdTgUkmyplQFjNgqLQXscDEZPn30dUlTijnsHeJs6UkEvJ6bTZiVJfJgOFh0snXTprxF4VuhxDxlzrxdjqgNjffiVfpSarVERifjSN4lZQhrYPWZVWFWlkDUrkUuVQOQ28fwvA7h5cd9UC5N6BiqoOgYopSj/hcHKe+cgrBK0HonDqozCoEr5Kvm6kgCcdiSOVSuA+7615R5zN5TJ4sl0J6T/Qu+fjL6QjM54o49wM/FoJk91I16EM4wiASqT7W6yVVlfExFsboBJjSRF/DiAeSets8daIElmJioixiXK5y6notwqPTfKqmbqi5CkwwSAzhAAnIVDXQGMJjgbKwW1wAohW+KbmcJKDv2EmOC4eJGF3pVmclqVAKc6+Rkp3Ra4R5c/2WwGQwicAl0oln3myG0bu0KT2XzGHqNCm1qS1qOHbU7wjMxDKYOUO2eXUOHWzDtrrHcgjXgEQugeewp6k1YN5ixvZHt2PT6zbRKhSlLtSATqFsAHQOHU585gR2vnsnDn/yME589gS2/upWpBZTiPgjDU25mVimPF8M5KTSCLYgfqyxZ8ZEYaKV5NN5XkgpdAr0nmicOC6TS7D3l3xw+aTo6QF6mXFs8hZgs1YXkRgAKBRhiozzQips9KFYma0gfP0Vf/f7xQnqte4wNiaujrGNfPgsENX1IK0kAiF+dRKZcINIdgDTU2JxVFzC5x+v8HFzw4wr/xnUKqDbCRw7ToQUQGIT2i2kIhMRXkjZt9kbCimAjCBy7SfboKHbIf6+9UgGk7yQMm8xNxRSAJkg4DlCym7xuTj8L/iXtQaKucb/AIyEgdqihn2bHSO/PILNr99MhRSlbdDK1CpDK1OU5cCyLO78/A4u/v1F5BI5WAesVSImNhPDwjXiL7IOWhG+HebFVK10alFFYYsZibkEsvH6HpjlVCtqEbwaRHyWKAflpm68dkWJQAAAS0znqWgOqgVykmU0ahS7HHwFq1YekzDIUiEn3+eN7GbigRIi9CNJJeQY3ghvAMwVu5zCbUQAcOiSyExykexmmHziJ6j0QTkcJAoBEPulyneojofgkEhIqGk+R4SfUkl8UceOkUrUajF3YQ6pxdaaE5rZtlvJtmAz23bCx69cA7Xe07lkDgs3FuDY7sCeD+xpqqpGodBtvg6CiilKK8xdmMPZvzqL6GQUtiFb2awrECrde7t5f1W92+ud1OrdLjSs27fZWx6dIRR8KrcV16f1KBSAzc4kbr0UQCIBFIxlobKwUI4IEHb6CY3jABmQDACRcDnIUiiQshlgeqb6eC6bCSBizFbaQao0fHPHp6I5ZG6XBZ9xgCikQp74nyqPFz6vQg70lHzswlEyAKnKKVUkXR4gBvxt20iUgn8cGBgk42BWq2BSJVSOthZcyrIsJl+arCnip1+dbijWm6We4BO+14XTBMaeGePvK1wDqVAK0YkovEe92PXeXcsSdpR7GyqmOggqpiitEvFHcPYvz2Lu4hwsfRbMnZ9rWIGqrFjFpmINT2qVFat0KN1ytaIWQg+MyqYDI5MiNRtBNgvMwoHZsBpaLanABObE210qFclS4ipQ/O1KUslZWBTfrpAT4zcnmDhkMlKZqjR8SyVktEsgIL6dAWDnKk1sEaZIuQKjGvBhNlCtcrqdwMxs9c/f3V0eJQOQFPguO9nGi0YBhRLo7we2bCH5V7EY6XBcLUT+IpkEniP1/UXNIhLxe7oxc7b8A7cjSqFS3C9cW6ja0u4a6ULoTohv5OCwDloBFkhH0uh/cz+2/dq2NZ8JSNnYUDHVQVAxRVkJ6XAa5755Dnd+dodvT280H00oYDgandSEBmGOVqsVtRCewDncB92QKGS4cgW4epVss1ltQDhUbcQGiHFcJhVvrQEkWVwuB8YrttB6ugG5ovr2bifZRqvccnM6iHgbHxd7sxx2QK1iEb40wRuiIgYPuhxSaDRkVl5ecP7usgFaHfFSZSv8XDJZ2VDucACzs8R8vlYfCa2Yu5tFKOIBMmrIta+1iIlaCDvxOHzHfchEM5g9V3H7MR+yiSz/sxp9Rmx911b0v6l/xcKOcu+xnPM3lekUSgejMqmw7//ah9RiCsGrQajN6obVhMrQQ6lc2jBGQCKvFk2MtH0nnUqvC/ecEgkwMkKqTJkMqdBcuABM+IFYnIgbuZxs88mkZNtLwoirV7I6P5pEUv92MCSws9S0B6A0I5CpNrlLJAAkDPISJWRFUrEzRifAWLsBRgmVEogLxBTXKWgyk8qT0UDGxEilpCJ19CgRc0B1gOdqIowdAAC5rr3DeuVq8eMtJ9qjGSrf0wqdAgzD1Bb8DHk9KosKOocOfQ/2YeAtA219PRRKLWhlapWhlSlKO2CLLG48fQOXv3sZbIGFeYu5SlQlAgnMj5L9LIPbgOhklP9erW3BympFciFZM1SxVYSt6HKtHDKFrGaoopD5eeDiRaCvj5i5z50l3iiphAxSjsdJkchgIEKrsgK0HOoNFuZhWZgi5TJWSm2BOkX2F/Mm4pTPpMnrUauBTJZsTRaLxPvU2wu89hp5rVu3rq6hvB7CQEzbsA3BK0RULRVT0CzCbTjrgBUL10mFaqmojmaJTcf4xzT1mhAeCy95H5VJBeugFXs/uBeWvpWl2lPubeg2XwdBxRSlnUy9MoXz3zyPxHwCtkEbf3UuPKkJB9MKTblCAVMvJLFy3EerVQZRSKLbwJ/UKsd91DK453LlKk8sBpw9S4RT/wAxc6dSwMAAcPsWMBcgxzMMqVTl8vW/FsIZxxMJsZ+KASCTA/lMAaboBCQSIM9KEDF4oFAwKKQy0MdnoFYDzj4dMnobAgFSWYtGiddqZATYtIk8dz5PRNRad+CzLIvJk5NVo1qK+SL8LzTuxGuWuYtzVeOKmunEaxZhk4Rt2Aado9poDpCB4YVMAWyRhVwrh2O7A4c+cajltH8KhYOKqQ6CiilKu1m8uYgz3ziDhesLsA3akJhPEIEiWMmOHQ7EZ+NIBMRDfO3b7EguJBuO7xBWA4TdUs2y1Aib5UYvZDLkj8Eg/jqRAE6dIqGXBgMRQYsLgN5AxJjw6+A8kCzFRjEg3YJ6HYlQ4H5tEglJIVdKskjfmoZcDkhNWiwyXdBoydbj4iKgURTQlZmAzQYwMil0w25YrQyKRVLpsqxzMWSp6IJGo12aoZmOwNnXZpEOkZbFVpoZhCNsOLr3dCN4JYhcqlyOVFvV6BruQi6ZQ3QqCuuAFQc/erDlLlQKRQgVUx0EFVOU1SAxn8C5vzqHiZMTUOgUMLgNCFwK8GNfhHiOeJCNZ6tCFhsNls1EM3xnlkKrQM++6hEjtQhcDDQcLMshGmGiV6Bnb3OPX0mhANy5Q0zqSiX5urubCB/h1889S0bKpNNknEssBqQzJCIhHieVL1sXMOyNIzcdRDgM9Gy3wr5Fj7Gx8qDl8XEilvT69lVg2kkulcPUKdJQoDKp4NxV35w1f2UeiTkitputQoo6AqUSeI7W7wgUViGbFeW1UvcT8wl+e1KIwW2AeYsZx3/vONKhNGbOzmDT6ze1rXmCQqFiqoOgYoqyWmQTWVz6ziVYB63o2duD5///z2P+yjy/9cLRe6K3qlpRbwYbR+VJTaqQwn2ovgemlfyi5YyrWSksS7YI5+eB7dvJdlwgQL4OBEh3nVsVRDq4vIG7ogrMAVeVGXstSS4kEbhIsh5Mm0ww+UxL3mc5VchsPIvpV6f5vwu3k2shFHbA0lXIypFHum4dbIM2kfAGADCAtd+KLW/cguFfGqYp5pRVg4qpDoKKKcpqIpxwX8wXcfHvL+LWT26JzOdClAYlMtEM//daAkZ4UpOpZaL8nloVGGG1gpEy8B71LusEN3V6Crlk/UHK7YRly/4l7ut6/qJmCY+HEb4TBgDYt9uhsa79FlPoTgiR8VII6w4H1JbmgymFVUhOwFQSn4vz1SFhc4PaqoZje7WRXSjs9D16xKZJ5kW9KqTweK1Dy1fMKpHIJOja2oX7Pnwfuoa7mv4ZKZRWoGKqg6BiirKWsCyLGz+6gWv/eg0LNxZEPiqhEVxo4hUKmHrG8dnzs0iHqyswwmqF1q5F10hrJ7jFm4v8Cdq5ywmVSdXS4yyXZkajNENqMYW5CyUfmM8I86bljeBZCTNnZ3iB3GrieCFbwMRLpaHZFVXIhesLvBjiKnaNjOy1hF2jKmR0MorFm6RLkquOVVY6ASLsHdsd2P2+3bANtS8ni0KpBxVTHQQVU5T14MaPbuDmj29i/vI8bzQGiHBKzCV4LwuHc7cT2ViWP6l1jXRBaxcbxysrMMV8ka9WWAes0PesbBKvMNrB0meBwb2662U5/qJmEG5HKfVKdO/tXvFrbESlQFmpb6tWJ97U6SkUMrUrdizLYuKFCRQLZSN74GKgobCrrEIu3lhEMpgUHeM+6EYymOTfiwD59+na2oUDv3mA7+qjUFYbKqY6CCqmKOtFeDyMV772CuYvz0OmlsHUa0LgcoDftnPtdyEbz/IChqORcVxYgeFo1l/UDNlEFtOvkEoXI2HgO+Zry+NWIkztbtZf1Axr5QMTVpLkajl69ve0zTskrEJyNKrYzY/OV3WNNhJ2wiokf/xRLyITEb6ipevWQd+tR/BaEEq9EtYBK459+tiKs88olOWwnPM3bXugUO5STD4Tjn36GPre0ocd796BY58+hu493VCZVLAN2yDXyKHpEvt7JDJJXSEFACqzePtNppK1TUgBpHOQew62yGLsmTG0+3ovPBYWjT9pZwWMkTCiUS3jz40jn8k3uMfySUfSvJACSPxEO03Y1kGr6O/27faGj18ZjGkbtjWskBm9YtO6rlsHiUwCk88EuVYO8xYzhh4ewv3/z/3Y/IbN2P2B3Tjx/z1BhRSlo6GVqVWGVqYo602xUAQjYcAwDPLpPK7+61Vc/cFVSBVSvhJQSa1KRKVPRnR8GyowLFuq6tT4RGpHIjsg9hcJzfXt6sQT+ouURiUyEfJczt1OqIwr94FFp6JYvEG2v9RmNZ8oLwy1XAlCI7jw9dfzgQk9dkq9EpkYOb6ekb3W7EiAiHRGwsDgNmDXY7vQvZtskRYLxY6InKDcm9Btvg6CiilKp8GyLO78/A4u/v1FPlyTkTJgC+KPAmG8gdBfJNfI4drvAsuy8D/vB1samLfcLjghQqHGSBh47ycdgfOX55GYJ1tIPff1QKGrXzVrRD1/UXgszI8oWUknHsuymDo1hXyaiDPud9FOH1jgcgDJeXGGl7ATT9+jh3XA2ughGiL8XXDGcZEPzKBE956yD0wo7DiPnXD7EUxJZJdEufB3AYjfc1KlFI7tDhz4zQNVlSsKZb2gYqqDoGKK0qmM/tMoxn4+hvBYGLYhG/KZPOZH50Wique+HuQzeb5awdG9txvFfLEqCLSVCoywI1DTpYF9q130feFJu5UKjPAEL1PJ4DrgElXdhD4wU68Jpl7Tsh6/qiOwokon9IHV+vmWgmVZ+J/z89udlRleop9PKYProGvZ234z52b4KlRlla7Wzzd/ZZ4XdsLbF64vID4bF93uvd+L+cvzSC2W88+UBiXs2+xIBBJIBpPoGunC/if2r7iJgUJpJ1RMdRBUTFE6mchEBHd+dgdDDw8hE83g1J+eQuBigK+wCHHscCCfyYv8RgAZUcMWWb7qUG+LpxbCaoil3wKDq/YaSUfSmD1HtpPkWjlc+1xNPb7wfo0qN8LKW2UFphHN3k9UeWMYeI81l8XV7P1anYnXbEcgy7KYOj0lyhwDiLCbPT+LbFw8+sVzxIPApQAv0IRo7VrYhmy4//+5H4s3FhG4FMDQO4ZWNV+MQmkFKqY6CCqmKBuJdDiNFz//IgKXAihkC1DoFCjkCtDatbzQEWZUSRVSeA57AIjb3pupwCzcWEBsiviLGIaB73jjzj3h8bUqTJUst6K1VIWpkuVWtCq3RZdKiRdWtIClt1ErE8eX8oGJtuSw9DZqpWeOq0IKQ1sBQVZUkYX/RT/03XokAgkUcgWYfCZs/oXN2P7I9lVLu6dQ2gUVUx0EFVOUjUYmlsGVf76CyZOT6D3Ri3w6j5tP34RcK+c9VkIkMgnYIsuLBI56lZR6VQ6gvoCZPTeLdCRddXu9SkqrXqt63qdKVuK1quV9qkToL5LIJHxWWL1tVKGwEx5fLw1d6LUSHl8rXwyoFnYcwjR0IUafEblEDjqnDn1v7kPwShCR8Qi2/tpWeI94a/xWKJTOg4qpDoKKKcpGhC2yCN0OwbzFDLDArZ/cwqV/uMSHdtaDqy7Vm9NXq/oDBnUFTL3tK2FXnrACs9zqTz2EXXmVAkYo7FrtAqxl3uafW1CB455bOM6lcju01jgb0Zy+iqqZaB5fqWIn2g516WHtL2+H1jLRV87pAwAw4DsxpQop7Nvt2P/Efpg3mZFL5ZCcT1JzOWVDQcVUB0HFFOVu4dJ3L2H8uXGE74Rh6bOgWCAJ6MKKlGs/8TJNnZ4S3bdnXw8kUkndzjCgemyJTCVraKyu7D5TGpTlbaiKTrJWqBQw+h59S76kelQKGEufRVSxq5xTKBrd06VF19auumN+gIqEd6MKzt1OUcBmZcWullF/8eYiL+wAQCKXwHPYg/nL86LkcoVOAfs2OyITEWRjWZJW/uQBaiinbGiomOogqJii3E2Ex8K4/h/XMfzOYRRyBZz6CjGsc0OChZg3m8FIGNFYEKDx7DqhgOFoZBwXVmA4NDYN7NuW1zFXj1oVmFY75mpR6VviqLfdWS/rq56wq6wEctTL7ao0pHO4D7n54deVaGwa2IZtuP//vh/Tr05j8dYitr1rW1tyuyiU9YSKqQ6CiinK3QbLsryQSC2m8OIXiGE9n8xDpiGVFLVZDfNmIpjmLszxbfFSuRSeI56Gjy+sUAFA74nehsdH/BHRrMGljl8ulSN0Wh2GXI9K4/hSFa9KAbbUVmalAFvKyF4pwFz7XZBr5PyWq9ahRTKYBFtgYfQa0f+Wfoz8ygj/moXvDwplI0PFVAdBxRTlbicdTuPSdy9h6tQUPyzY/6IfKiNJtQ6PhUVRC41mydWa8yYM8ayk1pw3oH2CR+gvEtKqF6uSWrMOgdpDggGxcVxIPSN7PeN4vXmKwpBOgPzuGSkD504nwuNhaLu06LmvB6E7IaQWUhh6+xA2/8JmKp4odyVUTHUQVExR7gWKhSICFwNw7HAAAG785w1c/t5lsEUW5s1mRMYjvL8JKHX63e/lt7IqjeaeIx5IZJK6RnZAHNHgPuSGVCHF1MtT/Cy8lSSyA6jpLwpcCvBeoUYDoZuhlnE8dCfEj/ip7MQTGcdL8QPRySi/jVppZE/MJzB/WWwcF26jWgesIk9TZYVMIpfAsd0BqVKK4NUgrANW7P3gXlj6LEiFUkgtpmDZIp7LR6HcTSzn/E1T0igUyoqRSCV8VQoABt46AG2XFsV8Ee5Dblz+3mWMPzuO8FgYepceUrkU86PzsA3ZwEiYKp9OMVes8gz5X/CjZ18P5Gp5zeOlcqloqPDESxN1KzCNYFkWEy9MoFggcQFCf5F9m50XMNOvTNeNEliKesZx8yYzlAYlAhcDmLswB9MmE0w+U1XFjsvzyibKYZnzo/PIRDOw9FmqKnbccYm58mMsXF9ANp6FdcCKdDiNiD+Cnn09CN0KIZ/Jw7HdgYMfOwilQYmbT9+E94iX/1nVZjXU5urIBQrlXoVWplYZWpmiUAiLtxYx+v1RDP7iIGRqGc78xRkErwbBMAzUFjUi/khNI7vKpILGpqkysiv0Cui79VXbcHK1HEafEcGrpAJT2erfiMoAynrbhcIBv1ynXDM0mzheWSXi6LmvpzqSoIXbAWIcl8jLGWF9D/Zh67u24vZ/3UZyMYkdj+6AXENN5JR7l+WcvzfUOO7FxUU8+uijMBgMMJlMeP/73494XDwH6hvf+AZ8Ph92796NU6dO8ben02k89thj2L59O2QyGd7+9rfXfI5nnnkGe/bsgVKpRF9fH771rW+Jvv/YY4/hs5/9bJt/Mgrl7seyxYLDnzyMrpEumDeZcfi3DsNzyAP7Njv2P7kf3Xu7+VZ9qUIKhU4BtUUN5y4nDG5DVcJ4z94e6Hv0MG0S3+464ILOqYN1kAio2FRMNGC3HrlkTiSkek/01vUCqUwqPtohHUlXRUHUopAtiISU77ivrtFcrpbzyfL88cd8UOgUVbd77/dCoVPAe1Qchuk9Sm73HSPZX2pruZJk8Biw4907sPv9u6Fz6LDj0R3Y9d5dUOqVGHrnEHa/bzcVUhTKMthQ23yPPvooZmZm8JOf/AS5XA7vfe978aEPfQjf/va3AQB+vx+f//zn8Q//8A+YmprCe9/7XoyOjgIACoUC1Go1fvM3fxP/9E//VPPx79y5g7e+9a348Ic/jL//+7/HT3/6U3zgAx9Ad3c3HnzwwTX7OSmUuxWheNBYNdj/5H4UMgWoTCoYvUac/+Z5zJybgbnXDDBA8GoQsekY5Fq5aNtKIpMgPBYm/68IEh17ZgzWAauoYpUIJJBaSMFz1FNTIAn9RcLHqVeZSoVSoiHPuWSOHF8n0qCWcXz82fG6RvZcMlcl0MafG0f3nu6qx/E/74drvwvTr06DkTAk94sh25xcVpRt2AZ9tx7JYBKFbAFbHtyCwYcGwTAMHNsc0Dq0/M/JMMR0TqFQmmfDbPNduXIFIyMjeOWVV3DfffcBAJ5++mm85S1vweTkJHp6enDp0iW8973vxTPPPINAIIDXv/71uHPnTtVjPfbYYwiHw/jBD34guv1Tn/oUfvjDH+LSpUv8bb/2a7+GcDiMp59+mr9vb29v09Upus1HoTRPsVDE1KkpdO/phlQhxfUfXcfo90aRS+VgG7SVQyFHuhCdjIpM7bXgql2NjOzC8S7OXU4ojUpMnpzktxwrjeyLtxYRnSDCzr7NDo1Ng+kz08jGiC+pshNPaBLnjONzF+eQWiBxEVz0AIcwcdy8xQyjx4jgtSDiM+IqvBDOLM6yLBZvLMLSbwHDMFi4voCurV3Y84E9sPZbER4Po5Ap1M3tolAoZe5KA/rJkydhMpl4IQUADzzwACQSCU6dOoV3vOMd2LZtG3bs2AGj0QiFQoFvfOMby36OBx54QHTbgw8+iKeeeqodPwKFQlkCiVQi2sYafNsgdHYdYjMxDLxtADNnZxCbIl/f+NEN3Hz6JiL+CJQGJVQmFSL+CBR6BdRmNWIzMV7UyNVy5FLEtO1/wc+bvoUiiINhGJF3a+KlCb6zTthBCBCzOlA2hAPA5MuTvGiaeGlC9FhcWrxwLuHU6ama3XwA+Nevc+iQjWVh6bMgeC0IiVQCS5+FVN8YwLHdgcO/dRgsy+LGj26g/y39YBgG1394Hf1v7ueN4yafaXn/IBQKpSk2jJianZ2F3S5ONZbJZLBYLJidneVv+6u/+it8/vOfh0ajgVq9vG6T2dlZOBwO0W0OhwPRaBSpVApqtbrKQ1VJNBpFNFrejojFYg2OplAoS8GNqAEA1z4XsI98PfiLg7Bvs+O1v3kNvuM+mHpNuPA3F+A56oFliwVnvnEG86PzkCllUFvVKM4XUcwVoe/RY/b8LNRmNVRGFYq5Ip+DxZnKK6mVBQWQgcrzqPZjBa8GeQO8kIXrC1WGea1di8h4BOlQGvlMHkqDEoVcAQqdAtHJKDKRDArZAobfOYyBhwZw+XuXIVPJMPiLgxj9x1FIpBLs+PWyWXzXe3bxjy38mkKhtMbU1JTovG4wGKoqVesupn77t38bf/RHf9TwmCtXrizrMa3W9Sth/+Iv/iKeffbZdXt+CuVewrzZjKO/fZSv4Bz51BH+68OfOIxzf30OEX8EQ28fwsy5GUTGIxh8eBBzF+YQvh3G4NsHceendxC4FCCDkxlArpEjl8gBDKDQKpCNZ+t/DTKXbsmv9Qq+Aib82tRrwtA7hpAOpTF5ahIjvzyCTDSDiZcmsOXBLcjGs5h4cQL9b+1H/1v6IZFKsPdDe8FIGEikEuz5wB7+awqFsjqMjIyI/n78+HE888wzotvWXUx94hOfwGOPPdbwmM2bN8PpdCIQEM/gyufzWFxchNPZXFvyUjidTszNia9A5+bmYDAYmq5y/du//VtVZaryH4JCobQPoT9J+LXaosb+J/YjGUzC4DbAc9iDxHwCRo8R3qNeJALka/cBN079KZkxqLVroTQosXhrEdqu8tcamwYqo4p8bdVAZVIhdDsEtUUNlVmF0K0QVGYV1BY1QrdDUBlVUFvVCN8JQ2lQ8l8r9ApobBqEx8JQaBXY9PpNGHp4CGyRhfd+LyxbLGCLLDxHSHWNZVl4DnvInMOSQVw4U6/WfD0KhdJeRkdHodeXA25r+afWXUx1dXWhq6tryeMOHTqEcDiMM2fOYO/evQCAn/3sZygWizhw4EBbXsuhQ4fwox/9SHTbT37yExw6dKjpx6gs/0UixP8gFFgUCmUNMZTXH2Nkan694yM74H/RD+ugFVqbFv6X/LD2W6G1azHx0gTMW8zQOXSYODkB8yYzdE4dJl+ehNFnhL5bj8lTkzC4DTC4DJg6PQV9jx4GtwFTr0xB59TB6DFi+tVpaO1aGL1GzJyZgdqqhnmTmX8Nsi5Z3a+pXYBCWXu4NdjT0wOj0dj4YHYD8aY3vYndvXs3e+rUKfaFF15g+/v72UceeaTp+1++fJk9d+4c+9BDD7EnTpxgz507x547d47//u3bt1mNRsN+8pOfZK9cucJ+7WtfY6VSKfv000+3/JonJiZYAPQP/UP/0D/0D/1D/2zAPxMTE0ue6zdMNAJAQjufeOIJ/Pu//zskEgl+6Zd+CV/5yleg0+maun9vby/Gx8erbhf+Cp555hl87GMfw+joKNxuNz796U8vuQ3ZiGKxiOnpaej1ejoM9B5lamoKIyMjGB0dhcvlWvoOlHsO+h6hNAN9n6wtLMsiFouhp6cHEkljX+KGElMUykZkcnISHo8HExMTcLvd6/1yKB0IfY9QmoG+TzoX2gJCoVAoFAqFsgKomKJQKBQKhUJZAVRMUSirjMFgwPHjx+k4IUpd6HuE0gz0fdK5UM8UhUKhUCgUygqglSkKZZmMjY2JZkRSKBRKu6CfLxsTKqYoFAqFQqFQVgAVUxRKC+RyObznPe/B8PAw3vWud6Hdu+VjY2PYuXMnHn30UfT39+MjH/kIfvCDH+DAgQPYtm0bbty40dbno3Qe9D1w77Kany/0fbU6UDFFodTha1/7Gnp7e6FSqXDgwAGcPn2a/96VK1fwqU99CqOjo5ibm8MLL7zQ9H0B4LnnnsNDDz2Enp4eMAyDH/zgB1XPf+XKFfze7/0erl69imeeeQYvvvgiTp06hSeffBJf/epXV+VnprSXpd4HS32fvgc2Hp/73Oewb98+6PV62O12vP3tb8e1a9f473/961/Hjh07+NFjhw4dwn/+53+KHqPR58tnP/tZMAwj+jM0NMR/PxaL4amnnoLP54Narcbhw4fxyiuvVD0+fV+1FyqmKJQafPe738XHP/5xfOYzn8HZs2exc+dOPPjgg/yw7cHBQYyMjIBhGOzevRtjY2NN3xcAEokEdu7cia997Wt1X8Pg4CAGBwchlUoxPDyMBx54AACwfft20fNROpOl3gfNvE/oe2Dj8eyzz+Lxxx/Hyy+/jJ/85CfI5XJ44xvfiEQiAQBwu934wz/8Q5w5cwavvvoqXv/61+Phhx/G5cuX+cdo9PkCAFu3bsXMzAz/Ryi2PvCBD+AnP/kJ/vZv/xYXL17EG9/4RjzwwAOYmpoSPT59X7UXKqYolBp88YtfxAc/+EG8973vxcjICP78z/8cGo0Gf/3Xfw0AUCqV/LFSqRSFQqHp+wLAm9/8ZvzBH/wB3vGOd9R9DcLnkEgk/N8lEono+SidyVLvg2beJ/Q9sPF4+umn8dhjj2Hr1q3YuXMnvvWtb8Hv9+PMmTMAgIceeghvectb0N/fj4GBAfzP//k/odPp8PLLL/OP0ejzBQBkMhmcTif/x2azAQBSqRT+6Z/+CZ///Odx7Ngx9PX14bOf/Sz6+vrw9a9/vebj0/dVe6BiikKpIJvN4syZM/zVGkA+ZB544AGcPHly1e5LuXtY6n1A3yf3DpFIBABgsViqvlcoFPAP//APSCQSOHToUNOPeePGDfT09GDz5s149NFH4ff7AQD5fB6FQgEqlUp0vFqtrrIiUNoLFVMUSgXBYBCFQgEOh0N0u8PhwOzs7Krdl3L3sNT7gL5P7g2KxSKeeuopHDlyBNu2beNvv3jxInQ6HZRKJT784Q/jX/7lXzAyMtLUYx44cADf+ta38PTTT+PrX/867ty5g/vvvx+xWAx6vR6HDh3C7//+72N6ehqFQgF/93d/h5MnT2JmZma1fkwKANl6vwAKZaPR29uLV199lf/7H//xH6/6c/zjP/4j//XBgwfxH//xH21/TkpnQd8DG5/HH38cly5dqqoKDQ4O4vz584hEIvjHf/xHvOc978Gzzz6LkZGRJT9f3vzmN/Nf79ixAwcOHIDP58P3vvc9vP/978ff/u3f4n3vex9cLhekUin27NmDRx55hN9mpO+r1YFWpiiUCmw2G6RSKebm5kS3z83Nwel0rtp9KXcPS70P6Pvk7ueJJ57Af/zHf+DnP/853G636HsKhQJ9fX3Yu3cvPve5z2Hnzp348pe/3NLzmEwmDAwM4ObNmwCALVu24Nlnn0U8HsfExAROnz6NXC6HzZs3r/hnotSHiikKpQKFQoG9e/fipz/9KX9bsVjET3/60yV9DSu5L+XuYan3AX2f3L2wLIsnnngC//Iv/4Kf/exn2LRp05L3KRaLyGQyLT1fPB7HrVu30N3dLbpdq9Wiu7sboVAIP/7xj/Hwww+39PiU5qDbfBRKDT7+8Y/jPe95D+677z7s378fX/rSl5BIJPDe9763LfeNx+P8lSQA3LlzB+fPn4fFYoHX612Vn4mytiz1PljJe4zSuTz++OP49re/jX/913+FXq/nPXBGoxFqtRq/8zu/gze/+c3wer2IxWL49re/jWeeeQY//vGPm3r83/qt38JDDz0En8+H6elpfOYzn4FUKsUjjzwCAPjxj38MlmUxODiImzdv4pOf/CSGhobo+2q1YSkUSk3+9E//lPV6vaxCoWD379/Pvvzyy227789//nMWQNWf97znPW3+KSjryVLvg5W8xyidSa11DYD95je/ybIsy77vfe9jfT4fq1Ao2K6uLvYNb3gD+1//9V9NP/673vUutru7m1UoFKzL5WLf9a53sTdv3uS//93vfpfdvHkzq1AoWKfTyT7++ONsOBxu949JqYBh2TbPwaBQKBQKhUK5h6CeKQqFQqFQKJQVQMUUhUKhUCgUygqgYopCoVAoFAplBVAxRaFQKBQKhbICqJiiUCgUCoVCWQFUTFEoFAqFQqGsACqmKBQKhUKhUFYAFVMUCoVCoVAoK4CKKQqFQqFQKJQVQMUUhUKhUCgUygqgYopCoVAoFAplBVAxRaFQKBQKhbICqJiiUCiUDiWXy633S6BQKE1AxRSFQtnwnDhxAk888QSeeOIJGI1G2Gw2fPrTnwbLsgCAUCiEd7/73TCbzdBoNHjzm9+MGzdu8PcfHx/HQw89BLPZDK1Wi61bt+JHP/pR3efLZDL4rd/6LbhcLmi1Whw4cADPPPOM6Jhvfetb8Hq90Gg0eMc73oE/+ZM/gclkqvuYY2NjYBgG3/3ud3H8+HGoVCr8/d//PRYWFvDII4/A5XJBo9Fg+/bt+M53vrOi3xeFQmkvVExRKJS7gv/zf/4PZDIZTp8+jS9/+cv44he/iL/8y78EADz22GN49dVX8W//9m84efIkWJbFW97yFr7y8/jjjyOTyeC5557DxYsX8Ud/9EfQ6XR1n+uJJ57AyZMn8Q//8A+4cOECfuVXfgVvetObeIF26tQpvP/978cTTzyB8+fP43Wvex3+4A/+oKmf47d/+7fx0Y9+FFeuXMGDDz6IdDqNvXv34oc//CEuXbqED33oQ/iN3/gNnD59eoW/MQqF0jZYCoVC2eAcP36cHR4eZovFIn/bpz71KXZ4eJi9fv06C4B98cUX+e8Fg0FWrVaz3/ve91iWZdnt27ezn/3sZ5t6rvHxcVYqlbJTU1Oi29/whjewv/M7v8OyLMs+8sgj7Fve8hbR99/1rnexRqOx7uPeuXOHBcB+6UtfWvI1vPWtb2U/8YlPNPV6KRTK6kMrUxQK5a7g4MGDYBiG//uhQ4dw48YNjI6OQiaT4cCBA/z3rFYrBgcHceXKFQDAb/7mb+IP/uAPcOTIEXzmM5/BhQsX6j7PxYsXUSgUMDAwAJ1Ox/959tlncevWLQDAlStXRM/HvZ5muO+++0R/LxQK+P3f/31s374dFosFOp0OP/7xj+H3+5t6PAqFsvrI1vsFUCgUynrzgQ98AA8++CB++MMf4r/+67/wuc99Dn/yJ3+CJ598surYeDwOqVSKM2fOQCqVir7XaGuwWbRarejvX/jCF/DlL38ZX/rSl7B9+3ZotVo89dRTyGazK34uCoXSHmhlikKh3BWcOnVK9PeXX34Z/f39GBkZQT6fF31/YWEB165dw8jICH+bx+PBhz/8YfzzP/8zPvGJT+Ab3/hGzefZvXs3CoUCAoEA+vr6RH+cTicAYHh4uObraYUXX3wRDz/8MH79138dO3fuxObNm3H9+vWWHotCoawOVExRKJS7Ar/fj49//OO4du0avvOd7+BP//RP8dGPfhT9/f14+OGH8cEPfhAvvPACXnvtNfz6r/86XC4XHn74YQDAU089hR//+Me4c+cOzp49i5///OcYHh7mH3toaAj/8i//AgAYGBjAo48+ine/+93453/+Z9y5cwenT5/G5z73Ofzwhz8EQLYNn376afzxH/8xbty4ga9+9at4+umnRa/39OnTGBoawtTUVMOfq7+/Hz/5yU/w0ksv4cqVK/gf/+N/YG5urp2/OgqFskKomKJQKHcF7373u5FKpbB//348/vjj+OhHP4oPfehDAIBvfvOb2Lt3L972trfh0KFDYFkWP/rRjyCXywEQX9Ljjz+O4eFhvOlNb8LAwAD+7M/+jH/sa9euIRKJ8H//5je/iXe/+934xCc+gcHBQbz97W/HK6+8Aq/XC4D4t77xjW/gy1/+Mnbu3In/+q//wu/+7u+KXm8ymcS1a9eWzJL63d/9XezZswcPPvggTpw4AafTibe//e3t+JVRKJQ2wbBsKYiFQqFQNignTpzArl278KUvfWm9X0pdvvWtb+Gpp55COBxe75dCoVDaDK1MUSgUCoVCoawAKqYoFAqFQqFQVgDd5qNQKBQKhUJZAbQyRaFQKBQKhbICqJiiUCgUCoVCWQFUTFEoFAqFQqGsACqmKBQKhUKhUFYAFVMUCoVCoVAoK4CKKQqFQqFQKJQVQMUUhUKhUCgUygqgYopCoVAoFAplBfy/MsYpj5yJP74AAAAASUV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", 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" ] @@ -117,8 +117,8 @@ ], "source": [ "cones = MOC.from_cones(\n", - " [10, 4, 2] * u.arcmin,\n", - " [11, 3, 10] * u.arcmin,\n", + " [20, 4, 2] * u.arcmin,\n", + " [1, -3, 10] * u.arcmin,\n", " radius=[2, 10, 20] * u.arcmin,\n", " max_depth=14,\n", ")\n", @@ -135,7 +135,9 @@ "source": [ "### Getting a unique MOC from a list of cones\n", "\n", - "If you don't need the list of MOCs corresponding to each cone, but you only need the sum of all MOCs, then `from_union_cones` will be faster." + "If you don't need the list of MOCs corresponding to each cone, but you only need the sum of all MOCs, then `from_cones` with the option `union_strategy` will be faster.\n", + "\n", + "For cones that don't overlap, the `small_cones` will be faster " ] }, { @@ -169,6 +171,36 @@ "moc.fill(ax, wcs, color=\"hotpink\", alpha=0.5)" ] }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cone = MOC.from_cones(\n", + " [20, 4, 2] * u.arcmin,\n", + " [1, -3, 10] * u.arcmin,\n", + " radius=[2, 10, 20] * u.arcmin,\n", + " max_depth=14,\n", + " union_strategy=\"large_cones\",\n", + ")\n", + "fig = plt.figure()\n", + "wcs = cone.wcs(fig)\n", + "ax = fig.add_subplot(projection=wcs)\n", + "cone.fill(ax, wcs, color=\"purple\", alpha=0.5)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -181,7 +213,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -220,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -252,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -282,6 +314,48 @@ " box.fill(ax, wcs, color=color, alpha=0.5)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Single MOC from a list of boxes\n", + "\n", + "Just as for cones, you can also get the union of MOCs from boxes by chosing either\n", + "`small_boxes` or `large_boxes` for the `union_strategy` parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "moc = MOC.from_boxes(\n", + " lon=[1, 7, 2] * u.deg,\n", + " lat=[2, 6, 10] * u.deg,\n", + " a=[10, 20, 5] * u.deg,\n", + " b=[5, 5, 5] * u.deg,\n", + " angle=[30, 10, 5] * u.deg,\n", + " max_depth=10,\n", + " union_strategy=\"large_boxes\",\n", + ")\n", + "fig = plt.figure()\n", + "wcs = moc.wcs(fig) # automatically creates a wcs for the union of the MOC\n", + "ax = fig.add_subplot(projection=wcs)\n", + "moc.fill(ax, wcs, color=\"green\", alpha=0.5)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -294,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -330,7 +404,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -414,15 +488,15 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 29.8 ms, sys: 0 ns, total: 29.8 ms\n", - "Wall time: 30.5 ms\n" + "CPU times: user 47.2 ms, sys: 2.2 ms, total: 49.4 ms\n", + "Wall time: 52 ms\n" ] } ], @@ -449,7 +523,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -505,7 +579,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -518,7 +592,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "metadata": {}, "outputs": [ { diff --git a/python/mocpy/moc/moc.py b/python/mocpy/moc/moc.py index 7898a90c..5ddf60ab 100644 --- a/python/mocpy/moc/moc.py +++ b/python/mocpy/moc/moc.py @@ -1310,9 +1310,9 @@ def from_cones( max_depth : int Maximum HEALPix cell resolution. union_strategy : str, optional - Return the union of all the cones instead of the list of MOCs. For now, the - "small_cones" strategy is implemented. It works better if the cones don't overlap - a lot. + Return the union of all the cones instead of the list of MOCs. Can be either + "small_cones" or "large_cones". The "small_cone" strategy will be faster for + non-overlapping cones and the "large_cones" for the other case. delta_depth : int, optional To control the approximation, you can choose to perform the computations at a deeper depth using the `delta_depth` parameter. @@ -1355,8 +1355,25 @@ def from_cones( ) return cls(index) + if union_strategy == "large_cones": + if radius.isscalar: + radii = np.full(len(lon), Angle(radius).to_value(u.deg)) + else: + radii = Angle(radius).to_value(u.deg) + index = mocpy.from_large_cones( + lon, + lat, + radii, + np.uint8(max_depth), + np.uint8(delta_depth), + n_threads, + ) + return cls(index) + if union_strategy is not None: - raise ValueError("'union_strategy' can only be None or 'small_cones'.") + raise ValueError( + "'union_strategy' can only be None, 'large_cones', or 'small_cones'." + ) if radius.isscalar: indices = mocpy.from_same_cones( @@ -1474,7 +1491,9 @@ def from_box(cls, lon, lat, a, b, angle, max_depth): @classmethod @validate_lonlat - def from_boxes(cls, lon, lat, a, b, angle, max_depth, *, n_threads=None): + def from_boxes( + cls, lon, lat, a, b, angle, max_depth, *, n_threads=None, union_strategy=None + ): """ Create a MOC from a box/rectangle. @@ -1499,11 +1518,16 @@ def from_boxes(cls, lon, lat, a, b, angle, max_depth, *, n_threads=None): n_threads : int, optional The number of threads to be used. If this is set to None (default value), all available threads will be used. + union_strategy : str, optional + Return the union of all the boxes instead of the list of MOCs. Can be either + "small_boxes" or "large_boxes". The "small_boxes" strategy will be faster for + non-overlapping boxes and the "large_boxes" for the other case. Returns ------- - result : list[`~mocpy.moc.MOC`] - The resulting list of MOCs. + result : list[`~mocpy.MOC`] or `~mocpy.MOC` + The resulting list of MOCs. If 'union_strategy' is not None, returns the MOC + of the union of all boxes instead. Examples -------- @@ -1525,35 +1549,63 @@ def from_boxes(cls, lon, lat, a, b, angle, max_depth, *, n_threads=None): ... a=[10, 20]*u.deg, ... b=[5, 10]*u.deg, ... angle=[30, 10]*u.deg, - ... max_depth=10 + ... max_depth=10, + ... union_strategy="small_boxes" ... ) """ params = [a, b, angle] + max_depth = np.uint8(max_depth) if any(isinstance(param, u.Quantity) and param.isscalar for param in params): if not all(isinstance(param, u.Quantity) for param in params): raise ValueError( "'a', 'b' and 'angle' should either be all astropy angle-equivalent" - "scalar values or they should all be iterable angle-equivalent. " + " scalar values or they should all be iterable angle-equivalent. " "They cannot be a mix of both.", ) - indices = mocpy.from_same_boxes( - lon, - lat, - np.float64(a.to_value(u.deg)), - np.float64(b.to_value(u.deg)), - np.float64(angle.to_value(u.deg)), - np.uint8(max_depth), - n_threads=n_threads, - ) - return [cls(index) for index in indices] + if union_strategy is None: + indices = mocpy.from_same_boxes( + lon, + lat, + np.float64(a.to_value(u.deg)), + np.float64(b.to_value(u.deg)), + np.float64(angle.to_value(u.deg)), + max_depth, + n_threads=n_threads, + ) + return [cls(index) for index in indices] + # no exception for same boxes in the union case + a = np.full(len(lon), Angle(a).to_value(u.deg)) + b = np.full(len(lon), Angle(b).to_value(u.deg)) + angle = np.full(len(lon), Angle(angle).to_value(u.deg)) + else: + a = Angle(a).to_value(u.deg) + b = Angle(b).to_value(u.deg) + angle = Angle(angle).to_value(u.deg) # different boxes + if union_strategy == "small_boxes": + return cls( + mocpy.from_small_boxes( + lon, lat, a, b, angle, max_depth, n_threads=n_threads + ) + ) + if union_strategy == "large_boxes": + return cls( + mocpy.from_large_boxes( + lon, lat, a, b, angle, max_depth, n_threads=n_threads + ) + ) + if union_strategy is not None: + raise ValueError( + "'union_strategy' can only be None, 'large_boxes', or 'small_boxes'." + ) + indices = mocpy.from_boxes( lon, lat, - np.array(Angle(a).to_value(u.deg), dtype=np.float64), - np.array(Angle(b).to_value(u.deg), dtype=np.float64), - np.array(Angle(angle).to_value(u.deg), dtype=np.float64), - np.uint8(max_depth), + a, + b, + angle, + max_depth, n_threads=n_threads, ) return [cls(index) for index in indices] diff --git a/python/mocpy/tests/test_moc.py b/python/mocpy/tests/test_moc.py index ec05c0eb..c4f30297 100644 --- a/python/mocpy/tests/test_moc.py +++ b/python/mocpy/tests/test_moc.py @@ -632,6 +632,21 @@ def test_from_box(): ) assert len(list_boxes_same) == 2 assert list_boxes_same[0] == moc + # union strategies + union_boxes_same = MOC.from_boxes( + lon=[0, 0] * u.deg, + lat=[0, 0] * u.deg, + a=a, + b=b, + angle=30 * u.deg, + max_depth=10, + union_strategy="large_boxes", + ) + assert union_boxes_same == MOC.from_box( + lon=0 * u.deg, lat=0 * u.deg, a=a, b=b, angle=30 * u.deg, max_depth=10 + ) + + # not same boxes a = [Angle("10d"), Angle("20d")] b = [Angle("2d"), Angle("4d")] list_boxes_different = MOC.from_boxes( @@ -644,7 +659,6 @@ def test_from_box(): ) assert len(list_boxes_different) == 2 assert list_boxes_different[0] == moc - # mixed iterables and scalars raise an error with pytest.raises(ValueError, match="'a', 'b' and 'angle' should*"): MOC.from_boxes( @@ -655,6 +669,20 @@ def test_from_box(): angle=30 * u.deg, max_depth=10, ) + # union strategy possible choices + with pytest.raises( + ValueError, + match="'union_strategy' can only be None, 'large_boxes', or 'small_boxes'.", + ): + MOC.from_boxes( + lon=[0, 0] * u.deg, + lat=[0, 0] * u.deg, + a=a, + b=b, + angle=[30, 30] * u.deg, + max_depth=10, + union_strategy="large_cones", # voluntary confusion between cones and boxes + ) def test_from_astropy_regions(): @@ -754,6 +782,14 @@ def test_from_cones(): union_strategy="small_cones", ) assert isinstance(moc, MOC) + moc2 = MOC.from_cones( + lon, + lat, + radius=radius, + max_depth=14, + union_strategy="large_cones", + ) + assert moc == moc2 # different radii radii = [5, 6] * u.arcmin cones = MOC.from_cones(lon, lat, radius=radii, max_depth=14) diff --git a/src/lib.rs b/src/lib.rs index b0bb9ab9..599f972c 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -319,7 +319,6 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { } } - /// Creates a single MOC from a list of cone centers and radius. /// # Params /// * `lon_deg`: cone centers longitude @@ -349,19 +348,93 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { "Cone centers coordinates and radii must be contiguous and in standard order.", )), } - .map_err(PyIOError::new_err)?; + .map_err(PyIOError::new_err)?; #[cfg(target_arch = "wasm32")] { // Ignore multi-threading in wasm32 let cone_it = lon - .iter().cloned() + .iter() + .cloned() .zip(lat.iter().cloned()) .zip(r.iter().cloned()); - U64MocStore::get_global_store().from_small_cones( - depth, - delta_depth, - cone_it, - ).map_err(PyIOError::new_err) + U64MocStore::get_global_store() + .from_small_cones(depth, delta_depth, cone_it) + .map_err(PyIOError::new_err) + } + #[cfg(not(target_arch = "wasm32"))] + { + let n_threads = n_threads + .map(|v| v as usize) + .unwrap_or_else(|| num_threads().map(|v| v.get()).unwrap_or(8)); + if n_threads == 1 { + let cone_it = lon + .iter() + .cloned() + .zip(lat.iter().cloned()) + .zip(r.iter().cloned()); + U64MocStore::get_global_store() + .from_small_cones(depth, delta_depth, cone_it) + .map_err(PyIOError::new_err) + } else { + let pool = rayon::ThreadPoolBuilder::new() + .num_threads(n_threads) + .build() + .map_err(|e| PyIOError::new_err(e.to_string()))?; + pool + .install(|| { + let cone_it = lon + .par_iter() + .cloned() + .zip(lat.par_iter().cloned()) + .zip(r.par_iter().cloned()); + U64MocStore::get_global_store().from_small_cones_par(depth, delta_depth, cone_it) + }) + .map_err(PyIOError::new_err) + } + } + } + + /// Creates a single MOC from a list of cone centers and radius. + /// # Params + /// * `lon_deg`: cone centers longitude + /// * `lat_deg`: cone centers latitude + /// * `radius_deg`: cones radii + /// * `depth`: MOCs depth + /// * `delta_depth`: precision parameter + /// * `n_threads`: number of threads to use (max number of threads if `n_threads=None`. + #[pyfn(m)] + fn from_large_cones( + lon_deg: PyReadonlyArrayDyn, + lat_deg: PyReadonlyArrayDyn, + radius_deg: PyReadonlyArrayDyn, + depth: u8, + delta_depth: u8, + n_threads: Option, + ) -> PyResult { + // We zip before multi-threading in case `lon_deg.as_slice()` or ``lon_deg.as_slice`` fail + // (due to non-contiguous arrays). + let (lon, lat, r) = match ( + lon_deg.as_slice(), + lat_deg.as_slice(), + radius_deg.as_slice(), + ) { + (Ok(lon), Ok(lat), Ok(r)) => Ok((lon, lat, r)), + _ => Err(String::from( + "Cone centers coordinates and radii must be contiguous and in standard order.", + )), + } + .map_err(PyIOError::new_err)?; + #[cfg(target_arch = "wasm32")] + { + // Ignore multi-threading in wasm32 + let cone_it = lon + .iter() + .cloned() + .zip(lat.iter().cloned()) + .zip(r.iter().cloned()); + U64MocStore::get_global_store() + .from_large_cones(depth, delta_depth, CellSelection::All, cone_it) + .map_err(PyIOError::new_err) } #[cfg(not(target_arch = "wasm32"))] { @@ -370,14 +443,13 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { .unwrap_or_else(|| num_threads().map(|v| v.get()).unwrap_or(8)); if n_threads == 1 { let cone_it = lon - .iter().cloned() + .iter() + .cloned() .zip(lat.iter().cloned()) .zip(r.iter().cloned()); - U64MocStore::get_global_store().from_small_cones( - depth, - delta_depth, - cone_it, - ).map_err(PyIOError::new_err) + U64MocStore::get_global_store() + .from_large_cones(depth, delta_depth, CellSelection::All, cone_it) + .map_err(PyIOError::new_err) } else { let pool = rayon::ThreadPoolBuilder::new() .num_threads(n_threads) @@ -386,12 +458,14 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { pool .install(|| { let cone_it = lon - .par_iter().cloned() + .par_iter() + .cloned() .zip(lat.par_iter().cloned()) .zip(r.par_iter().cloned()); - U64MocStore::get_global_store().from_small_cones_par( + U64MocStore::get_global_store().from_large_cones_par( depth, delta_depth, + CellSelection::All, cone_it, ) }) @@ -400,7 +474,6 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { } } - /// Create and store a MOC from the given box. /// /// # Input @@ -597,6 +670,186 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { } } + /// Create and store the MOC from the union of the the given box parameters and centers. + /// Each boxes covers a limited number of HEALpix cells, else use `from_large_boxes`. + /// + /// # Input + /// * `lon` the longitudes of the centers of the boxes, in degrees + /// * `la` the latitudes of the centers of the boxes, in degrees + /// * `a` the semi-major axis of the boxes (half the box width), in degrees + /// * `b` the semi-minor axis of the boxes (half the box height), in degrees + /// * `angle` the position angle of the boxes (i.e. the angle between the north and the semi-major axis, east-of-north), in degrees + /// * `depth`: the MOCs depth + /// * `n_threads`: number of threads to use (max number of threads if `n_threads=None`. + /// + /// # Output + /// - The MOC index in the storage + #[pyfn(m)] + pub fn from_small_boxes( + lon_deg: PyReadonlyArrayDyn, + lat_deg: PyReadonlyArrayDyn, + a: PyReadonlyArrayDyn, + b: PyReadonlyArrayDyn, + pa: PyReadonlyArrayDyn, + depth: u8, + n_threads: Option, + ) -> PyResult { + // We zip before multi-threading in case `lon_deg.as_slice()` or ``lon_deg.as_slice`` fail + // (due to non-contiguous arrays). + let (lon, lat) = match (lon_deg.as_slice(), lat_deg.as_slice()) { + (Ok(lon), Ok(lat)) => Ok((lon, lat)), + _ => Err(String::from( + "Cone centers coordinates must be contiguous and in standard order.", + )), + } + .map_err(PyIOError::new_err)?; + let (a, b, pa) = match (a.as_slice(), b.as_slice(), pa.as_slice()) { + (Ok(a), Ok(b), Ok(pa)) => Ok((a, b, pa)), + _ => Err(String::from( + "Cone centers coordinates must be contiguous and in standard order.", + )), + } + .map_err(PyIOError::new_err)?; + + #[cfg(not(target_arch = "wasm32"))] + { + let n_threads = n_threads + .map(|v| v as usize) + .unwrap_or_else(|| num_threads().map(|v| v.get()).unwrap_or(8)); + if n_threads == 1 { + let boxes_params_it = lon.iter().cloned().zip(lat.iter().cloned()).zip( + a.iter() + .cloned() + .zip(b.iter().cloned()) + .zip(pa.iter().cloned()), + ); + U64MocStore::get_global_store() + .from_small_boxes(depth, boxes_params_it) + .map_err(PyIOError::new_err) + } else { + let pool = rayon::ThreadPoolBuilder::new() + .num_threads(n_threads) + .build() + .map_err(|e| PyIOError::new_err(e.to_string()))?; + pool + .install(|| { + let boxes_params_it = lon.par_iter().cloned().zip(lat.par_iter().cloned()).zip( + a.par_iter() + .cloned() + .zip(b.par_iter().cloned()) + .zip(pa.par_iter().cloned()), + ); + U64MocStore::get_global_store().from_small_boxes_par(depth, boxes_params_it) + }) + .map_err(PyIOError::new_err) + } + } + #[cfg(target_arch = "wasm32")] + { + let boxes_params_it = lon.iter().cloned().zip(lat.iter().cloned()).zip( + a.iter() + .cloned() + .zip(b.iter().cloned()) + .zip(pa.iter().cloned()), + ); + U64MocStore::get_global_store() + .from_small_boxes(depth, boxes_params_it) + .map_err(PyIOError::new_err) + } + } + + /// Create and store the MOC from the union of the the given box parameters and centers. + /// Each boxes covers a large number of HEALpix cells, else use `from_small_boxes`. + /// + /// # Input + /// * `lon` the longitudes of the centers of the boxes, in degrees + /// * `la` the latitudes of the centers of the boxes, in degrees + /// * `a` the semi-major axis of the boxes (half the box width), in degrees + /// * `b` the semi-minor axis of the boxes (half the box height), in degrees + /// * `angle` the position angle of the boxes (i.e. the angle between the north and the semi-major axis, east-of-north), in degrees + /// * `depth`: the MOCs depth + /// * `n_threads`: number of threads to use (max number of threads if `n_threads=None`. + /// + /// # Output + /// - The MOC index in the storage + #[pyfn(m)] + pub fn from_large_boxes( + lon_deg: PyReadonlyArrayDyn, + lat_deg: PyReadonlyArrayDyn, + a: PyReadonlyArrayDyn, + b: PyReadonlyArrayDyn, + pa: PyReadonlyArrayDyn, + depth: u8, + n_threads: Option, + ) -> PyResult { + // We zip before multi-threading in case `lon_deg.as_slice()` or ``lon_deg.as_slice`` fail + // (due to non-contiguous arrays). + let (lon, lat) = match (lon_deg.as_slice(), lat_deg.as_slice()) { + (Ok(lon), Ok(lat)) => Ok((lon, lat)), + _ => Err(String::from( + "Cone centers coordinates must be contiguous and in standard order.", + )), + } + .map_err(PyIOError::new_err)?; + let (a, b, pa) = match (a.as_slice(), b.as_slice(), pa.as_slice()) { + (Ok(a), Ok(b), Ok(pa)) => Ok((a, b, pa)), + _ => Err(String::from( + "Cone centers coordinates must be contiguous and in standard order.", + )), + } + .map_err(PyIOError::new_err)?; + + #[cfg(not(target_arch = "wasm32"))] + { + let n_threads = n_threads + .map(|v| v as usize) + .unwrap_or_else(|| num_threads().map(|v| v.get()).unwrap_or(8)); + if n_threads == 1 { + let boxes_params_it = lon.iter().cloned().zip(lat.iter().cloned()).zip( + a.iter() + .cloned() + .zip(b.iter().cloned()) + .zip(pa.iter().cloned()), + ); + U64MocStore::get_global_store() + .from_large_boxes(depth, CellSelection::All, boxes_params_it) + .map_err(PyIOError::new_err) + } else { + let pool = rayon::ThreadPoolBuilder::new() + .num_threads(n_threads) + .build() + .map_err(|e| PyIOError::new_err(e.to_string()))?; + pool + .install(|| { + let boxes_params_it = lon.par_iter().cloned().zip(lat.par_iter().cloned()).zip( + a.par_iter() + .cloned() + .zip(b.par_iter().cloned()) + .zip(pa.par_iter().cloned()), + ); + U64MocStore::get_global_store().from_large_boxes_par( + depth, + CellSelection::All, + boxes_params_it, + ) + }) + .map_err(PyIOError::new_err) + } + } + #[cfg(target_arch = "wasm32")] + { + let boxes_params_it = lon.iter().cloned().zip(lat.iter().cloned()).zip( + a.iter() + .cloned() + .zip(b.iter().cloned()) + .zip(pa.iter().cloned()), + ); + U64MocStore::get_global_store() + .from_large_boxes(depth, CellSelection::All, boxes_params_it) + .map_err(PyIOError::new_err) + } + } + /// Create and store a MOC from the given zone. /// /// # Input @@ -609,13 +862,25 @@ fn mocpy(m: &Bound<'_, PyModule>) -> PyResult<()> { /// # Output /// - The index in the storage #[pyfn(m)] - pub fn from_zone(lon_min: f64, lat_min: f64, lon_max: f64, lat_max: f64, depth: u8) -> PyResult { + pub fn from_zone( + lon_min: f64, + lat_min: f64, + lon_max: f64, + lat_max: f64, + depth: u8, + ) -> PyResult { U64MocStore::get_global_store() - .from_zone(lon_min, lat_min, lon_max, lat_max, depth, CellSelection::All) + .from_zone( + lon_min, + lat_min, + lon_max, + lat_max, + depth, + CellSelection::All, + ) .map_err(PyValueError::new_err) } - /// Create a spatial coverage from a given ring. /// /// # Arguments