diff --git a/README.md b/README.md index 2477d513..41ea0934 100644 --- a/README.md +++ b/README.md @@ -147,16 +147,15 @@ Once you have put your files in the above folders, you can update your assistant ### Analysis on Ingested Data -By default, the repo comes with some demo HAPI data. To run the ingestion module for ingested datasets yourself, so assistants and plugins can analysis data on-the-fly as an experimental feature: +By default, the repo comes with some demo HAPI data. To run the ingestion module for ingested datasets yourself ... -1. `docker exec -it haa-ingestion /bin/bash` -2. `python3 ingest.py` +`docker compose exec ingestion python ingest.py` It may take a while! Note: By default, rerunning the ingestion will not download data if the file already exists locally. To override this, you can run with ... -`python3 ingest.py --force_download` +`docker compose exec ingestion python ingest.py --force_download` #### Running ingestion without running full environment diff --git a/db/recipedb/4-demo-data-recipes.sql b/db/recipedb/4-demo-data-recipes.sql index dd7155df..7706637b 100644 --- a/db/recipedb/4-demo-data-recipes.sql +++ b/db/recipedb/4-demo-data-recipes.sql @@ -144,7 +144,7 @@ def generate_events_report(country_code): generate_events_report(country_code) -', 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mGG25wuq9e+tKX6vDDD9cXvvAFrVmzRueee25JGCVJRx11lF72spfp0ksvrXi7l1xyiT72sY9Ne/uaNWvU39/v/ycCAAAAAGjJFQ9H9MhIRAfPy+mhXRHtP2TrPQd3b5H7f90f1VPj+VW/tx6Y1XPmt/ZS/n/XRvTHzRG9fFlOR++V0yfvjakvauvTR3XvY4z2mpiY0FlnnaWRkRENDQ01/PtDNYF11113adu2bXruc5/rvC2bzepPf/qTvvKVr+j6669XKpXS7t27S6awtm7dqiVLllS93YsvvlgXXXSR8+vR0VEtX75cJ510UlMPWpik02ndcMMNOvHEExWPx7vm2kFfn2vzNefas//6XJuvOdee/dfn2nzNuXa4r//DLXdII7u0ap9lemjXFg0MzdXq1S+YkWv7we9rX/73m6XxMUnSYUc8V684eHFL177rV3+TNq/XAfvvpxOet48+ee9NUiSq1atPbvm+zqbHvVOu3QnMNlyzQhVgvfzlL9cDDzxQ8rZzzz1XBx10kD70oQ9p+fLlisfj+v3vf68zzjhDkvTII49o/fr1OuaYY6rebk9Pj3p6eqa9PR6Pz5pvqiA/l6Afx2793Lv12kFfn2sHo1s/9269dtDX59rB6NbPvVuvHfT1uXYwGr2+qXwa7Mv/nnTWbvr+z4bH3d17ZVsRT7dZ69q2rMLHxNTfm5DU2mPc6PXbrVuvHWatPiahCrAGBwd1yCGHlLxtYGBACxYscN5+3nnn6aKLLtL8+fM1NDSk97znPTrmmGN09NFHB3GXAQAAAABtYAKb/kShxD3T3attKdcJgdmc36cQRpy35XK2IhGr5dsH/BaqAMuLyy67TJFIRGeccYaSyaROPvlkXXHFFUHfLQAAAACAjzLmFMJEVFJpgNON0q7PP5Ntvco6W3IKYTGwSudy6olEW759wG+hD7D++Mc/lvy6t7dXl19+uS6//PJg7hAAAAAAoO1MYNPfU5jASnd7gFUMrdzrhM0ytxGPFiewzHV6Qp8UoBtF6n8IAAAAAAAzK1sIWAZMgJXp8gDL9fn7EWCZxzcaiZQGWF3+OCO8CLAAAAAAAKFjQhpnhbDLg5VUyQqhvx1Y0cL/pNJVRSBMCLAAAAAAAKGTKXQ0UeKely4pcfdhAitrJrAKpxEWerC6vWsM4UWABQAAAAAIHafEvSc/gZWz/Zk86kTZnC13ZuVnB1bMCbDy8UDah4J4oB0IsAAAAAAAoWOCFDOBJXVvD1b5Wp8fQZ77FEJJSjgBVnc+xgg/AiwAAAAAQOiYgMVMYEkEWIavE1iF1UHz/93eNYbwIsACAAAAAISOWSFMRCPOmlu3hivla30ZH9b8MtniKYSSe4WwOx9jhB8BFgAAAAAgdMyEUDwaUU8s/9K1W4vc2zGBlS3rwErQgYWQI8ACAAAAAISOOYUwFrWUKARY3TqBVf55m/XKVmTKOrDMBFa3FuUj/AiwAAAAAAChYtu2MwkUjVjqieV7sOjAMr/2fwIrHiusaRJgIaQIsAAAAAAAoeLekItHIuqJd/sKYWlglfWxxL18AosVQoQVARYAAAAAIFTcE0fRqOX0MzGBlZfxYYWwOIFFiTs6AwEWAAAAACBU3BNGpRNY3RmulK/1+XIKoQmwouUl7t35GCP8CLAAAAAAAKHiDmhirgmsbi1xT08rcW9DB1YhyOrWxxjhR4AFAAAAAAgV94pcjBL3ab1UaV86sCqfQkgHFsKKAAsAAAAAECrugnHLsoorhOluLXEvn8DyoQMrW9aBFWOFEOFGgAUAAAAACBUTopjpIGeFsEvDlfJQyY8pqfJTCOnAQtgRYAEAAAAAQsX0M8UL4UpPvLBCmO7OcKU8sPK1A6vQfWW6sLo1JET4EWABAAAAAELFBDaxwlQQE1hlpxD6EGCVT7k5K4QZOrAQTgRYAAAAAIBQKT8hr9iB1Z0BVnlwl/EhyCt/jFkhRNgRYAEAAAAAQsWEKGa9racwHZTMUOIu+TOBVd6BFS881mkfCuKBdiDAAgAAAACESiZXekJeohBgpTLdGa6kC5+3eRz8ncAqnEIYZYUQ4UaABQAAAAAIlWyufAKrUOLerQFWoROsr1Bm32qJu23bFSawWCFEuBFgAQAAAABCxQQ2Jlzp9hVC04FlAqxWVwjdv93pwIoRYCHcCLAAAAAAAKFiJozihfW2nm5fISyESv2JQoCVbS3Ayrh6rqLR0g6sbj3pEeFHgAUAAAAACJXqJe7dGa6Yx6PXmcBq7XFwryDGyzuwWgzHgHYhwAIAAAAAhEqxYLx0va17J7AKHVgJf1YI3b9/WgdWlz7GCD8CLAAAAABAqJjAJhY1K4TdXeJugjunA6vFKams6/c7ISEl7gg5AiwAAAAAQKiYFblo2QRWt5a4l68QtnoKoZnAsiwpYiawYnRgIdwIsAAAAAAAoeKUuJd1YHXrCqGZuHJK3H3qwDLTV/n/ZgIL4UaABQAAAAAIFWeFMMIKoVQMlZwVwpYnsEon3CRK3BF+BFgAAAAAgFDJFgIWStzzzFqfU+LeagdWrjQglKREYYWQCSyEFQEWAAAAACBUiiXupSuEXT+B5dMKoXl8mcBCJyHAAgAAAACESiZrJrAKK4Txbi9xz4dKfT6VuFfqwIpzCiFCjgALAAAAABAqpuPJTGAlokxgScUS93TWlm03H2LV7sDqzscY4UeABQAAAAAIFRNgmYClJ97dJe6m+6u38DhIUitDWJUmsExImO7SxxjhR4AFAAAAAAgVE7DECyuEJlxJZXItTR51qvIJLPfbmuEEhFHXBFahxD1FBxZCigALAAAAABAqJpxxStzjxZeuqS5ccSvvwJJa68GqdAohK4QIOwIsAAAAAEColK+4mVMIpe5cIzShUq9rAivTQoCVydZYISTAQkgRYAEAAAAAQsVMHMWipSuEUrEPqpuYqbPemCvAaiFoypZ1jElMYCH8CLAAAAAAAKFiwhkzIWRZlhKx7j2J0IRKPfGITObUygqhOYUw5u7AKvx3qyccAu1CgAUAAAAACBWzHucOWHpcRe7dxqz8JaIRZyot7UMHVtTVgRVzTbmlKXJHCBFgAQAAAABCxZkQcgUspsg9mckGcp+CZCaw4tGIM5WWbSFkyuSqd2C5rweECQEWAAAAACBUykvcJamn0P+UTHdfuGKmzuJRy+mtMiFfMyp3YBX/mwALYUSABQAAAAAIlfISd0lOB1aqC8MV83jEoxGnbL2lUwgrBITRiCWr8MtufIwRfgRYAAAAAIBQKS9xl6QeU+LehRNYZiIqEYsUJ7BaWSEs3J57AsuyrGI4RgcWQogACwAAAAAQKpVK3IsTWN3VgZXL2c7jEY9GFPdhhbDSBJZU7MFihRBhRIAFAAAAAAiVTIUVwm6dwEq7gqp41FI0agIsf08hNLcvEWAhnAiwAAAAAAChUmlCyClxz3RXuJJ2rfPlTyHMv4zP+tyBZW5fklIZVggRPgRYAAAAAIBQMetx7oDFWSHstgAr457AijiPSStTUlnTgRWtHGAxgYUwIsACAAAAAIRKcYWwQol7prs6sEyYFLHypeumeL0dE1gmJCTAQhgRYAEAAAAAQqU4gVV8yZpwAqzuCldShTDJTEf5cVJg1gmwKndgpQiwEEIEWAAAAACAUHEmsCKVJrC6K1wxHVjmhMBopPUS93odWOkWwjGgXQiwAAAAAACh4gQsJacQdmeJe8ZMYBUCvJizQthCB5Y5hbCsA8s83ukue4zRGQiwAAAAAACh4qwQRsNV4m7btr79lyd189+3z9g1iyuE+cfCPCatTElV7cCKtl4QD7QLARYAAAAAIFRqrxAGV+L+2LYxXfKLh3XxTx6YsWuaoMqs95neqlZK3M30VrTKCiEdWAgjAiwAAAAAQKhkKpSMh2ECa/tYUpK0azw1Y9c001CmAyvmw5QUHVjoRARYAAAAAIBQMb1P7hXCMHRgjSfz01+T6ZmbAjN9VMUJLNOB1cIEViGgik47hdCccMgEFsKHAAsAAAAAECqVJoTCcArhWDItKT+hNFM9UU4HViz/WLTzFMJEjA4shBcBFgAAAAAgVDJlvU+Se4UwuA6ssamM898zNYU1rQPLhympTN0OLFYIET4EWAAAAACAUDETQtGQTWDtSboCrNRMBViVVwhbmcDK1u3AYgIL4UOABQAAAAAIFTMhFHd3YMXzHVhBlri7J7AmZjjASpSdQtjSCqHpwIpWCbACfIyBagiwAAAAAAChkqlQMm4CnGBL3Gd+AiuVKQ3zfClxr9aB5cMJh0C7EGABAAAAAELFTGCVlLjHTYAVXAdWyQphOlPjI/1jOrBM95WZmsq00FNVXNGsfAohHVgIIwIsAAAAAECoZJzQxhVgmXCly1cI404HVvOPg5nAipevEMbowEJ4EWABAAAAAELDtm1nQijmmhAqTmAFGGAFWuKeD5uifnRgVTuFMMIKIcKLAAsAAAAAEBrubqeSEvdY8CXuJR1Y6ZkKsMy0VGECy1khbH0Ci1MI0UkIsAAAAAAAoeGeLHJPCCViwU9guTuwZnqF0Kz3RZ0VwjZ0YMXMmiYdWAgfAiwAAAAAQGhkSiawXCuEJsCaocmnStwdWDO9Qmg6sEyZeztOIWQCC2FGgAUAAAAACA33alylCaxUgOHKWAArhKmyDqyY01PVwgRW1kxglQZYiWjrBfFAuxBgAQAAAABCwz2B5Z4QMh1Y6aytXAvTR83K5uyStcEZm8DKlHZgmdAp68MphNUmsFghRBgRYAEAAAAAQsNMB8UilizLHWAVX74GMYU1nsqU/HrGO7Cmlbi34RRCVggRYgRYAAAAAIDQqBauJFwBVjI98wGLu/9KkibTmSof6S+nA8spcc//vx8l7rFoWYAVI8BCeBFgAQAAAABCw0wWuQvcpfxElsm0kpmZL3J3919JM7dCWN6BZf6/lRL3YgdW6WNsOrAIsBBGBFgAAAAAgNCoNoFlWZYzhZTMBDCBlQxqhbByB1YrIVPdDqwW1hOBdiHAAgAAAACEhllvi5ett0nFIvdAAqxpK4QzVeKe/1xjhXApFvFhAqteB1YAjy9QDwEWAAAAACA0iiXu01+umiL3VAgmsGbsFELTgVUI9Mzjkm4hwKo3gcUKIcKIAAsAAAAAEBpmAqt8OkiSa4UwgA6swgSWCX1maoUwVXYKYczpwGo+ZCqWuJdGAnE6sBBiBFgAAAAAgNDIlJWWu/WEoANr4ZweSTO3Qlheam8msDIt9FTVn8CiAwvhQ4AFAAAAIFAX/fhevf/H9wV9NxAStSew8h1YQa4QLhosBFh1JrCuvuspfe7+qJ7ek2zpuumyCSzzuGRa6sCq/BgXS9yZwEL4EGABAAAACMxYMqOf3L1R1979lCZSmfq/AbNe+cSRWxgmsPYqBFj1vl+vvmuj1o9b+tNj21u6rtOBFTMdWK0HWNUmsMw1WCFEGBFgAQAAAAiMe5ImnWFtCVK6ygl5UrAl7nsKHVh7DXlbITSB19bR1iawUuUrhIXVykwLIZP5vZxCiE5CgAUAAAAgMO4X4ekWSqkxe2SzlQvGpWBL3MfNCmGhAyudtWtOKo0l8/dxy+hUS9ctXyE0HVhZXyawykvcWz/hEGgXAiwAAAAAgXF37bC2BEnKFILMeMUJrHwHVpArhKYDS6o9heXXBNa0ACvqYwdWtFqJe062TYiFcCHAAgAAABAY92lnrZyqhtmjVol7Tzy4FcKxwgrh/IEeWYW7Vq3I3bZtZ2Kr5QmswueacCawWl8hrNqBVbiGbbc24QW0AwEWAAAAgMCkmcBCmZol7tHgVgj3FAKpwd6Y+uP5SbBqAdZkOiuT//jWgVUoWG/1FELbtqufQhgr/jpNoIyQIcACAAAAEBj3JE0rK1GYPdJVCsalYCewzETVQE9MfYmYJGmiSoBlprUkacd4qqXArXyF0Px/sxOL7smq8gksd2iYIlBGyBBgAQAAAAiMO7RiAgtSMWCJR6cHWAlnAiu4DqzB3pj6Evn7MZnOVPxYM61lbGthCssJsAqF661OYLl/X3lI6A60+HlE2BBgAQAAAAhM6QohE1gonoBXfkKeJPXEAyxxL0xVzemJqT+en8CaTFW+H+NlAVYrPVhOgFVY7zPBXrbJUztLJ7BKH2PLspyQkAALYUOABQAAACAwafcKIS+YISlrVggrTGD1xIJZIUxmss5K3ZzemPoS+SBtIlV5Asu9QihJW0aaC7Bs23aCXbPeF420tkJYawIrf53829IZAmWECwEWAAAAgMCkmMBCGROwxCuEK4mAStzHk8XrDSRi6jMl7unK96N8hbDZAMsdNsXLTyFscoWwVgeWJMUK16EDC2FDgAUAAAAgMO7QKtPkShRml+IJeZVWCIPpwDITVf2JqKIRS/2J2qcQTpvAanKF0L3GZ8K7WNQEWM09Bub3RSwpUnECixVChBMBFgAAAIDAZEomsHjBjOL3RJhK3Pck05Ly/VeSXCuElQOs8ZQ/E1juNT7zeLRa4p6t0TEmSQmzQsjPI0KGAAsAAABAYFghRDnzfVCpn8kpcU8HM4E1p7cQYNVbISx8fF80/7k0O4Flfj4sq/h4mNMIbVvKNRFiZWo8vpIUjzGBhXAiwAIAAAAQmJIVQgIsqDghZFbZ3JwS9xkOV8xElZnAqrtCWOjAWtyX/3XTE1jONFpEllWYwHJNpqWbWCMsTmBVCbCcFUJ+HhEuBFgAAAAAAuOe8qADC1IxlKkUsCQKAVayyuRTu5iJquIKYf7/q60QmomtxX35EGjr6FRT01Lm5yPhCvPcj0u2mQks0zFWYUVTogML4UWABQAAACAw7g6s1Az3GiGcstnqAUtPLD/5NNMTWGaiygmw6qwQjhc+flGfrYiVD422jycbvm66Qh+Yu7uqmSmpehNYdGAhrAiwAAAAAAQmVXIKIStLKH4fxCuUjBcnsILtwCquEGYqfvyeQoA1EJMWzemRJG0daTzASmWmr1O2PoGVf+yqdmAVrpXK8POIcCHAAgAAABCYkhVCJj6g4vdExRJ3E2BlZnaFcNoEVp1TCE3g1ROVFg/lA6zNI5MNX9fdgWVEIpbMQ9PM2m29UwhZIURYEWABAAAACEw6wymEKFUsca8eYIV9hdB8fG9UWjzUKynfg9WoSiuEUjF8aubgg1qnPEqcQojwIsACAAAAEBhK3FHOBCyxCqcQhm+FsHYHVm/U1hJnAqvxACtVYQJLKoZPzawQ0oGFTkWABQAAACAwadcLcCawIEnZGqcQmhL35AwX/puJqkGPK4R7KkxgbWkiwDI/E+UBVqyFkMlzBxY/jwiZWNB3AAAAAED3Kl0hZOIDxVCzcoBlCsaDCbAGylYIp6qtEE4VA6yhwgTWlmZWCAufp1nrM2I+TGBVC7DM5FuaU0ERMkxgAQAAAAhMaYk7Ex8olvlHK6wQhqXEvT+R//9KE1iZbM7pxuqJSkuGm5/AMtNSifIOrMJj08zJneb3xCp0jEnFvq0wBcrZnN1Uh1hY2batTbsnZds85zWCAAsAAABAYNxrSmk6sCBXiXuNFcKcPbOnVpZ3YPUl8i+lJ1KZaR877gq1el2nEG4ZnWo4sEhVWyEsPDbNhL7ZbO1TCBMhPIXw3372oF7wqd/rvg27g74rvvjxnRt07Kf/T2tuXx/0XekoBFgAAAAAAuN+kZzOMI0AbyXu0sz2YBU7sOKSpL7CBNZUhTJ587GJWESxiLR4MD+BNZHKanRqeuBVi7NCWKXEvZmDDzJ1StzD2IH1+Nax/P9vGwv4nvjjscLnY/4f3hBgAQAAAAhMhlMIUabWKXmBBVjlpxAWOrBS2dy0STDnY3vyH9OXiGq4Lx98NboGl65yCmG8hRXCeh1Yzm2HaALLnMY40+X97WK+bjznNYYACwAAAEBg3CcPcgohpGJoU6mjKRqxnGBrporcbdvWWMqUuBdDKWOirMh9LJnOf2yieGba0kIP1uYGe7DMY5GIlT4W0RZWCE1oUrUDKxa+Dizzta5Wmt9pTCDH1GljCLAAAAAABCZVUuIenhfMCE6tCSxp5ovcJ1JZmeoqs0LYE4vIKty9qVR5gJX/tSl8l6TFQ/kAa2uDAVa9DqzWTiGs14EVnnAlPcsmsMxqKL1/jSHAAgAAABCYkg4sAixISudql4z3mPW9GQozTKdVNGKpN56/T5ZlOWuE5ScRlq8bSq1PYE0LsMxJgW3twArPz6N5HGbLBJb5fMIUEnYCAiwAAAAAgSkJsJqYJsHsYybxolVW3MyE0ExN4+xxOq1isqzifTJrhJNVVghNB5YkLSkEWFsa7cCqWuKe/3W2mVMIPXZgpUM07WSCnlkzgWU6sEIUEnYCAiwAAAAAgXFPIPBiDlIxYIlXncCa2RXC8WQxwHIzAVb5BJYJvNwdWEsKK4RbRiYbunZxAqs0bIq39RTC8HVgmeBqpr7m7easEIboMe4EBFgAAAAAApMu6cBiAgu1S9wldwfWzK4QlgdY/fH8ryfLAqxx04HlWiEsTmAlG7p2tQ4sp8S9mQ4sM+FWJcAyJz2Gab2tuEI4OwIfVgibE7oA66tf/aoOPfRQDQ0NaWhoSMccc4yuu+465/1TU1M6//zztWDBAs2ZM0dnnHGGtm7dGuA9BgAAANAsVghRrl6Je2KGA6w9FTqtJKm37gphhQCr6Qms0pfu5tfNlLh3cgfWbJnAMl8DJrAaE7oAa5999tGnP/1p3XXXXbrzzjt1/PHH69WvfrUeeughSdKFF16oX/ziF7r66qt14403atOmTTr99NMDvtcAAAAAmuE+Rj5MnTsIjplKiUWrrBDGgilxnz6BZVYIM3U/fulQnyRp10S6oSJyE3AkyqbRzPRUMxM8mTqnEMYi4VshdAKsWTKBZb53mTptTKz+h8ysU045peTXn/zkJ/XVr35Vt956q/bZZx9961vf0po1a3T88cdLkq688ko961nP0q233qqjjz46iLsMAAAAoEklK4QcKQ8Vvw+qTmDNcIl7tQ6sfjOBVa0DqycqTeTfNtQXU288oql0TltHp7RiwYCna6errBCaxybbxM+M1wm3sARYuZztKnGfHRNY5rEN05RbJwhdgOWWzWZ19dVXa3x8XMccc4zuuusupdNpnXDCCc7HHHTQQdp33311yy23VA2wksmkksnirvHo6KgkKZ1OK51Ot/eTaDNz/4P4PIK8dtDX59p8zbn27L8+1+ZrzrVn//W5dji+5u4XcKlMrq33q1sf97B9zetxplJy2Yq/x0wjTUyl6t6mH5/7yET+tWR/IlJyOz2x/P0YK7sfe6by/91XeL9535KhXq3dMaGndo5p2VDC07WT6XwYFrHskmuY7Gkqlan4udX6vM1tWmW3aVi2mXaq/Ph74ef3nDuonKjy+bbr2o3yeu2UU+Le/GPciVr9XC3btkM3s/bAAw/omGOO0dTUlObMmaM1a9Zo9erVWrNmjc4999ySMEqSjjrqKL3sZS/TpZdeWvH2LrnkEn3sYx+b9vY1a9aov7+/LZ8DAAAAgPo+eldUI6n8q/F9Bmx98NDZMWGB5l18e1QTWUv/enhGi/umv//7j0V0x/aIVi/P6uR92v9y9ufrIvr9poheujSn16wshilrHo/otqcj+od9szpx7+L9+OKDUT2xx9K5B2R1+ILi27/8UESPj0b0pv2zet4ib/f7u49FdNf2iF6zMquXLi3+nisfjejeHRGdsTKrFy9t7DH49fqIrt8Y0YuW5PTaVdMngB7Yaembj0S1Yo6ti54T/M/jVFb60O352ZtnDNp63yHB36dWXXpfVJsmLC3ts/Xhwzv/8/FqYmJCZ511lkZGRjQ0NNTw7w/lBNaBBx6oe++9VyMjI7rmmmv05je/WTfeeGPTt3fxxRfroosucn49Ojqq5cuX66STTmrqQQuTdDqtG264QSeeeKLi8XjXXDvo63NtvuZce/Zfn2vzNefas//6XDscX/OP3f8HKZX/V/n+gUGtXn3sjF17JnXrtZu5/r/e/Xspm9XxL32pViyYPnDw9C3rdMevH9FE32KtXv1cX69dyW2/eFja9JSec9D+Wn38/s7b7/zlX3Xb0xu0fNX+Wn3CM523f/WJm6U9Yzru+c/V+BN3Odf+v4kH9Ph9m7V0v4O0+oWrPF37uqvuk7Zv1WGHHKzVL9jXefvvxu/XvTu26MBnPVurj13R0Of91xsekzY+qf1WrdTq1QdN+71zHtuubz5ytwYGh7R69TGe7mcj12/UromUdPsfJUn9g8Navbp2dVAn/Kx98bG/SBPj6hsY0OrVL5zBexgssw3XrFAGWIlEQvvvn39iOPLII3XHHXfoi1/8ol73utcplUpp9+7dmjt3rvPxW7du1ZIlS6reXk9Pj3p6eqa9PR6PB/IE3g5Bfi5BP47d+rl367WDvj7XDka3fu7deu2gr8+1g9Gtn3u3Xtt9fXcJdca2Z+Q+devjHpaveT1mhbC3p/LHH7lygSTp/o2jisVisqzKXU7NXLuSyXT+/gz19ZTcRn9v/r9TWZW8fazQiTU00KNx17WXzs2Hcdv2pD3fF7M915sovf/xQpG9LavmbVX6vG3lH69EPFbx9/Yl8m/L5tTy94sf33O2VZxQSmVznm8vzD9rzimEuZl5zguLVj/X0J1CWEkul1MymdSRRx6peDyu3//+9877HnnkEa1fv17HHNNcMgwAAAAgOCUl7pzIBblLxiu/XH32siElohHtHE9pw87Jtt8fU8o+p7f8FML8ryfKStyrlb4vHe6VJG0dnfJ8bfPzUa3E3QQhjSieQlg5+IuHrMTdfdrk1Cw5hTCT5RTCZoRuAuviiy/WK1/5Su27777as2eP1qxZoz/+8Y+6/vrrNTw8rPPOO08XXXSR5s+fr6GhIb3nPe/RMcccwwmEAAAAQAdyv4DLhOQFM4Jj27YTsMSilQOWnlhUz1o2pPs27NY9G3Zp3wprhn4aS+ZXXKufQphx3mbbtsaqBFiLh/IB1uaRJgKsWFmAVQi0mglA6p1CaMKysJyQ5w7SZssphKnC1y0sIWGnCF2AtW3bNp199tnavHmzhoeHdeihh+r666/XiSeeKEm67LLLFIlEdMYZZyiZTOrkk0/WFVdcEfC9BgAAANCoXM4umSBJMY3Q9dzfD9UCFkk6Yvlc3bdht+7dsFuvPnzvtt4nJ5Aqm8DqNQFWuhiqJDM5Zy3WzwmsRFmYZx6bbK7xACRT+D1VJ7AK1wpLuOJeM54tE1jmsU3znNeQ0AVY3/rWt2q+v7e3V5dffrkuv/zyGbpHAAAAANohXfbiO9PEi3HMLll3gBWt3nhz+PK5kqR7N+xu8z2SxpP5gGraBFY8H2C5VwhN2CVJA4WAy1hSCLC27Ukqm7OrBkhuJtQtX6c0v043sUJYbwIrETUrhOEIV9wrhLNlAqsYYPGc14iO6MACAAAAMPuUv0CmDwbuF/S1JrBMgPXQptGSgKMdnA6ssgCrz1khLIYqpv9qIBFVpOz+L5zTo2jEUjZna/tY0tO105lqK4RmAquJDqys6cCqHAeYFcJ0mx9Xr9yrjFPpnGy7858nzNeA57zGEGABAAAACET5C2SmEZD1uEK4YkG/5vXHlcrk9NfNo229T9U6sPoqrBBWK3yX8it7ew32SPLeg1UscS99LMz0Vls6sGLh7cCSwnO/mmXbtvM5pLKzI5CbKQRYAAAAAAIxfYWQF3Ldzj2VV2vFzrIsHTYDa4SZbM7pXRqcdgrh9AmsagXuhlkj3NJggJUoW6eMO6cQNh7mpOudQhgJVwdW+YRdMiSTYc0qf55rZoquWxFgAQAAAAhE+QphNmcrx4u5rmYCmVjEkmXV7oiaiR4s038lSQNVJrBKOrCcCax4xdtbMmQCrElP1zc/I/GyAMus/zUT+pri92qnPJpr5exwhCvlQdpUurN7sMqn5sLSNdYJCLAAAAAABKJSx075VBa6i3lxXy1ccZuJAGtPYX2wJxaZFiL1V1ghHE+ZCazSAnfDmcAa9diB5awQVu7AyjQxJVXswKq9Qui+fpDK70Oyw08iLF+B5DnPOwIsAAAAAIEwL0x748WXJZQadzczURSvUjDuZgKsJ7ePa9d4qi33x6wElq8PSlJfIv829wphtcJ3w0xgbR1tcIUwVho2xZwVwjZ0YLnCwzCs66XKnhM6/STC8kAuLGX5nYAACwAAAEAgzOpMf6L4Yp8Aq7uZ9baohwmsuf0JrVo4IEm696ndbbk/YzUCqb5CB1Yqm3MmoYodWJVXCOcPJCRJOz0GbtVXCFs4hdAJsCrHAe6+rXaf8OhF+X2Y6vAJrPIAi+4/7wiwAAAAAATCvJAzQYDU+SeMoTUmsKkWrpRz1gjX727L/dlTCKTK+6+k4gqhVFwjNIFXpYktqRhg7ZrwFmClqqwQml+3dAphlZDQsiz1hOgkwmkrhB0+gVX+NQtDSNgpCLAAAAAABKLY72M5a0vNnKqG2aPeelu5dvdgjdc4VbAnFpHpmTdrhGNO4FW5A2teAxNYtm1X7cCKtnAKofk9tU55NAFWMgSF6bO9A4sJLO8IsAAAAAAEwj1dYiZuWCHsbias8FLiLhUDrPue2i3b9v97p9ZElWVZzvSgM4FVb4WwvzCB5SHAyuZsmU8pMW0Cy5S4+9+BJUk9hc8rFB1Y5SuEHT6BNa0DKwRTbp2CAAsAAABAINz9Piaw4MVcd3NK3KPeXqo+a+mQErGIdk+ktXbHhO/3Z6zGBJZUXCOcSJWuEM6pskJoJrDGU9m6q3BpVzgVLytxj5rAt4UOrGiNNU0TmIUiwJplE1jpTOnXjOc87wiwAAAAAATCFF/HYxHnBXOaCayuZiaKaq23uSViER28bEiSdO+GXb7fH3OqYKUOLEnqKw+wzKmFVT5+qDfmfG67J9I1r+0ObsoDvVgLJe7eJrBCtEJYFvh0/ARWrnwCi+c8rwiwAAAAAATCTB4kohYTWJBU7Gfy2oEltbfI3enAqjJRZVYIpwpBT63Sdym/djivP79eWK8Hy/2zUP54tPLz4iUk7ImFZ4VwtnVgpcse0wzPeZ4RYAEAAAAIRMp14lyshZUozB6ZOifkVdLOIvd6E1V9ifzbzQRWrdJ3Y57HHiz3IQeWVRZgtXsCKxaeFcLyAGsqBFNhrSifuArDSY+dggALAAAAQCDMJEI8FnGVUvNirptlXKGmV0csnydJenjzqO/hxp56HVhxs0KY/7hape+GcxLhRJ0AK1O9D8w8PummOrC8n0JYXqAehPIQLQyhWivKVwg5uMI7AiwAAAAAgShdISy8YCbA6momwGxkhXD5/D7NH0gonbX18OZRX+/PmMcOrKlppxBWD7C8nkToPqWzXDRqJrCaWCH0MOVWPIUw+Gmn6RNYnf0cUb5CyNq0dwRYAAAAAAKRdp04Z16kM43Q3ZpZIbQsq209WGYlsNpElbvEPZeznQCrWuAluSawxmuXuJtJqcoTWGZisYkJrGz9UwjDvEIYhlCtFeUrhJS4e0eABQAAACAQZhIhFnWtEDYxUYLZo1ZoU0u7erCKE1Xxiu8vrhBmNeFaX6y1Qjh/IH9buzyuECYqhHmtdMZ56cBKxEJ0CmHWBN35+9vxE1hZJrCaRYAFAAAAIBDukmrzYppphO7m5YS8SkyAdf9Tu329P3um6pxC6FohNOuGsYjlTDBVYkrc651C6KwQVritWLT5EncTennpwArDBJbp4RrszQd/nT+BVdaBRWjvGQEWAAAAgEAUO7AiTgcWK4TdzVkhbKDEXZIO3WdYkrR2x4R215lsakRxAita8f3uFcKxZH4lcE5vbNqpgW7OKYT1JrBqdGAVA9/Gw49srhgcV9MTMx1YwYcrJsgzU21huE+tmLZCmOE5zysCLAAAAACBSGWLHViJwot01mm6WzMl7pI0tz+hFQv6JUn3PzXiy32xbdvpwKq2QtjnWiE001oDierrg5I0f8CPACv/ttYmsLx0YAU/7WQeB1OM7/dJkzNt2gohE1ieEWABAAAACETG9QLdrEQRYHW3ZkrcjcP2mSvJvzXCZCbn3J9qK4T9rhXC8WQ+WKnVfyUVS9x31Slxd5/SWc6s/7WrA6snXjgVNATTTsUVwtkygVUWYHX45zOTCLAAAAAABKK0A6v5UmrMHhnXVF6jzBrhfT5NYJmJKssqlrWX6ytMW02kMsUVwhonEErSfK8dWJnqj4Vz6EETga+3DqzwrBCms6UdWJ0/gVX6HMdznncEWAAAAAACkXaFFa28IMfs4SVcqeawQpH7fT6dRGj6rwYSMUWq3J9KK4TVprWMeYVTCCfTWU2mqocxtVYI2z6B5ZxCGPzPo1k1nq0TWCme8zwjwAIAAAAQiJTrBbp5kZ6ixL2rZbL1C8arOXjZkCKWtG1PUltGplq+L8X+q+qBlHuF0Am86kxgzemJOZ9frR4sE3RUWqeMN3nogW3bToDl7RTC4KedzIrdYOFxTXb8BFbZKYQ853lGgAUAAAAgEOaFaTxmOS/SmcDqbq1MYPUnYjpg8aAk6T4ferC8TFS5TyE0gddgnQDLsiznJMJaa4TuUzrLmcen0RJ398fXOumxGGAF//OYKlshDMN9asW0Uwh5zvOMAAsAAABAIExYkYhGFKcDC5IyOXMKYXMvVU2Rux9rhGMeJrDMCuFkOqs9Hj7eMAFWrQmsVI0+MCfwbfAEO/fPV7TGlFs4O7Bm6SmETGB5RoAFAAAAIBBmsiIWsTiFEJKK61S1+plqOXR5vsj9fh+K3L2UspsVwslUVmMeO7CkYg/WronqJxEWJxQrBFiFgC9nS7kGQt/SCaz6pxCGaoVw1kxglQdYnf35zCQCLAAAAACBcL9AN1MmvJjrbmZCKNbEKYRScQLr/qd2y7Zbm2wZS+bDGy8B1kQq62liy5g/UJjAqrFCaKarKvWBuVcsG5laLJnA8tCBlQpBWGQm0ebMsgksq/DwszbtHQEWAAAAgECkS0rcTQdW8Os0P7t3o970rdtqhgtoj1ZK3CXpwCWDSsQiGp3KaO2OiZbui5eJql7XCqGX0nfDWwdWccW2nPvxaWSN0B2WRK3OWCFMFabAZs8phPmvq1k/5eAK7wiwAAAAAATC/QI95kxgBf9i7nu3rNNNj23XjY8+HfRd6TqtlLhL+TD04GVDklrvwbrtyR2SpGXDvVU/pj+RD1VSmZxGJgsrhx5WCJ0JrFodWJliwFuu2Qkss0IYsaSIl1MI08GHReY5Ycg1gdXqdF2QTHBvvneYwPKOAAsAAABAIEomsCLNlVK3g1kF28EE1ozL1Cgu98opcm/hJMJ1O8adAPOMI/ep+nFmhVCStu1JSvJzAqt6gBV3ldxnGwh9nRXNOiX5iViIOrDKTiHM2Z192EMxwIqW/Br1EWABAAAACIR54RaLWqGawJosdOzsGEsGfE+6T7oQYDY7gSVJh+7TepH7D25bL9uWXnLAIq1YMFD143piEafL6OlCgDXo0wSWE2DFpj8WkYjlXDfdQOibdTrGaj++YVkhzOVsJ6xyB4Od3INlnuOcAKuDw7iZ5kuA9Z3vfEe/+tWvnF//y7/8i+bOnatjjz1W69at8+MSAAAAAGYZ9wphmErcJ1L5F8e1pmPQHk7A0kKAddjyuZKkhzaNNPX9NJXO6sd3bpAknX3Mipofa1mW02Vkvm8GvExgDZgJrBqnENbowJKKj1G2iRL3egFh8RTCYH8eU66vn/txDfp+tcJ8T/aZAKuDP5eZ5kuA9alPfUp9fX2SpFtuuUWXX365PvOZz2jhwoW68MIL/bgEAAAAgFmmcol78C/mJgtBBCuEM8+PFcJVCwY02BPTVDqnx7aNNfz7f3HfJu2eSGvvuX166YF71f149xqh5HWFML8OV+uggFSNFUKpuAbYyMEH2cK0Vr2AsNiBFeykkzuA7IlFiverg0Of8hXCTl6HnGn1f7I82LBhg/bff39J0k9/+lOdccYZevvb367jjjtOL33pS/24BAAAAIBZJu06cc68oA56nca2bU2kCh1YrBDOuIwPK4SRiKXn7DOsm/++Qw9sHNVgg7//e7fmt4jeePQKT/fDnERoDPbE6/4epwNrIiXbtmVVOBEwXaPEXSqGUI0EIMUJrNoBoVkhTAUcKLtXiuPRfICVzOQ6e4UwY1YI83FMGKZOO4UvE1hz5szRjh35Exp++9vf6sQTT5Qk9fb2anJy0o9LAAAAAJhlzIvTeKx4CmHQE1jJTE4mD2CFcOYVJ7CaD7Ak6dBCkfsDGxvrwbpvw27d/9SIErGIXvf85Z5+T/kE1kBPtMpHFpkOrFQm53SulXMHvJWYHqtsAx1Y5vH1OoGVztoNrSj6zTwG0YilaMRywsIwnI7YLNNZRol743yZwDrxxBP11re+VUcccYQeffRRrV69WpL00EMPaeXKlX5cAgAAAMAs47xAj0Scnp+gS9zN+qDECmEQvE4I1XOYU+Q+qmNXef99370lP331D89Z6oRM9fQlii+re+PFMLaW/kRUiVhEqUxOO8dTzjSOW7rOOqV5jBr5mck22IEl5UO2vkT9UK4dUpnSEM/cr6kQnI7YrOIKoZnAYoXQK18msC6//HIdc8wxevrpp3XttddqwYIFkqS77rpLr3/96/24BAAAAIBZxn3KmpkmCXoaYcI1DbNnKuO8gMbMMCuErU5gmSL3R7eNKeUx69g5ntIv7t8kSXpTnfJ2tz5X2DPHw/qglC9/n19YI9xVpci9fgdW8yXu9U4hdBfHJwMMi8xjYO5Pb2wWTGBlSk8hDHrqtJP4MoE1OjqqL33pS4qUpeSXXHKJNmzY4MclAAAAAMwyKVfHT3GFMOgJrEzJr3eOp7RkuDege9N90s6KW2uzFkuHe7VwTo+2jyW1ccLb77n6zg1KZXI6ZO8hHV4IwLxwT08N9np/iT1vIKEto1PaOVF50s/rCmEjoa/XCaxYNKJoxFI2ZwdamG4+t0RhpXFWTGCVrRCmmMDyzJcJrFWrVmn79u3T3r5z506tWtXAvCYAAACArmGmQRLRiOJOIXXAE1hl4zo7xilyn0leA5Z6LMty1gjXjdW/rWzO1vdvy68Pnn30yoql6tX0uUrcvZxAaMwfqH0SoQlzTXhTrrkJLG+nEErukwgDDLAypWuUs2ICqxDK9TGB1TBfAizbrvwDMzY2pt5e/rUCAAAAwHTmhVwsajkvUIOeRigPsMJQ5G7btn585wb9/emxoO9K22XqTB01whS5r/cQYP3p0ae1YeekhvviOuWwZQ1dx90P5aXA3XBOIqzyPVZ3hdBMLTYQYGUb6BhzAqxAVwjz1y6fwAryPrXKWSGMU+LeqJZWCC+66CJJ+XT7ox/9qPr7+533ZbNZ3XbbbTr88MNbuoMAAAAAZh/btktKqs06VNDTCJPlE1hjwQdYNz22Xf9yzf06dr8FWvO2o4O+O22V8WkCS5IOLUxgbRyvf1u/emCzJOmM5+7TcGG5+xRCrx1YUjHA2lV3hbD2BFYja7deTyGUpJ5YVFI60BXC1CyewKLEvXEtBVj33HOPpPwfPg888IASieIpDYlEQocddpg+8IEPtHYPAQAAAMw67hdt8WjEeYEadAfW9BXC4AOsR7bskSRtH5v964yZOifvNWLZ3D5J0p7KHeklto5OSZIOXjbU8HXcK4SNdmBJ1Sew6nVgRZtYu20kICxOOwXfgWW+H2ZFB5YJsHqYwGpUSwHWH/7wB0nSueeeqy9+8YsaGmr8hx0AAABA93G/aEtEI85ESDrwDqzyEvfgQ6Mnd4xLksaTnfui3Svz9fdjAmvBnHxANJHJT/bFawxHmUk783sa0ZdosgOrP3+Hdk9UTtjMqlmi3gphA6FvtpkOrCBXCDPmFML8/Z0dE1hlpxA2sALa7Xw5hfDKK6/042YAAAAAdAn3i7Z41ArPKYTp8K0Qrt2eD7DKw7XZyHQ0+dGBNa8/IcuSbNvSrom0+np7qn6sKetfOKf6x1TTX9KB1YYJrDol7o0EIOZjYx4e30QsPBNY004hTHdumOuUuMcLK4QBPr6dxpcAa3x8XJ/+9Kf1+9//Xtu2bVOu7F9NnnjiCT8uAwAAAGCWcE9gRSOWM2US9DpNGFcI1+2YkCSNpzr3RbtXxY6m1lcIoxFL8/rj2jme1o7xlJbNr/xxtm23NoHV5Arh/IHaHVh1S9ybOIXQfKyXx7cnBNNO5Y+Bc586NPSxbdsJEU3wGfTUaSfxJcB661vfqhtvvFFvetObtHTp0oaOHAUAAADQfcwaTSIakWVZzkRI0IXGJsBaOKdH28eSgZ9COJXOatPIpKT8OlU6m/OlHyqsMj6uEErSgoGEE2BVMzqZcUIFEyo1oi9RfFndyAphvVMI63VgOQcfNNKBlW2gAysEK4Tpsk60Tp/Acj+/DTgdWKwQeuVLgHXdddfpV7/6lY477jg/bg4AAADALJcqe3Eeb+LFeDtMFtb09pnXF4oAa/3OCdmu17cTqayG+2ZxgOVjibuUD7Ae03jNVdDthfXBwd6YM+HTiP5mO7BcE1i2bU8bBCkPb8pFI810YDVyCmHwK4SmA2u2TGC5J0xN8JnN2crlbEV8Cm1nM1+eFebNm6f586vMYwIAAABAGdP7Yvp9Yk28GG8HM4G1fH6/pOBP/jP9V8bkLF8jbOSUPC8WDOQ7rWpNYJlwq5n+K6l0hbChDqzCBFY6a2ssOb3fLJ2pvUIYb/cphIWwKBWCDiwTpvXGg58Ka4U7wOp3fd+wRuiNLwHWJz7xCX30ox/VxMSEHzcHAAAAYJbL5EqnS0yQlQq4A8sERPvM65Mk7ZnKBPoCfu2O0gBrfJYXuWfqrM01av6c2mt6krSjEFIuaGJ9UCo9hbCRDqy+RNQJZHaNTz+JsHxKsVy0iRJ35xRCD49vTzz4CazyNUoTqk116CmEZqrOsqReV4AVdHDfKXxZIfzc5z6nv//971q8eLFWrlypeNn5pHfffbcflwEAAAAwSzgvTAsvwp1pkpCUuC8Z6lU0Yimbs7VrIqXFQ72B3J8nt5cOCUwkO3PyxKu0c0qefyuEUu0JrO3jzRe4S82vEErS/P6ENo1MaedESvsu6C95n3MCX7UJrMLbGylxL05geSlxD37aqbzEfbZMYMWjkZJgMujDKzqFLwHWaaed5sfNAAAAAOgSTr+PWSEsvEDN2Qq0D2aiUA490BPTvP6Eto8ltX0sGViAta7LJrAa6WjywgmwanRgORNYPqwQzmlgAkuS5g3kA6zykwizOVsml6regdX4wQeNPL4JE2AFeQph2apx509gFYN79xonRe7e+BJg/fu//7sfNwMAAACgS6TLJivcK03pXE49kcbLtP1gStz7E1EtGEgEXuRuOrAiVj7cm5jFAZZt2+0LsLx0YPmwQtjwBJYpci+7f+6JHBPelDOPUbbNHVhhWCFMzLYJrFj+9NVENKJUNscElke+HV+xe/duffOb39TFF1+snTt3SsqvDm7cuNGvSwAAAACYJcpXg9xrUkFOI5gVwr5E1AkXggqwptJZbRqZkiTtt2iOJGl8Fq8QurucYh5W3Lwwa4E1A6zx1iaw+hPF0KrRAMsUuZd/j5UEWFX6qkzo264JrDCsEJrPLTFrJrBKu//M15AOLG98mcC6//77dcIJJ2h4eFhr167V2972Ns2fP18/+clPtH79en33u9/14zIAAAAAZgnzgi1ReAHnfkEdZA+WKXHvj0ed8GN7jfWzdlq/M99/Ndgb0z7z+vTYtrFZfQqh+0W8l5JxLxZ4CCHN17fZDqx5/XG94uAl6o1HGjqFUHJNYE2UB1jFxyJeJcwzPVYNdWBlO2sCy1khLHw/9IagWL4V5RNl+SArG/jhFZ3Cl1j7oosu0jnnnKPHHntMvb3F3fDVq1frT3/6kx+XAAAAADCLmBdypvsqLH0wZgKrPxFzhR/JQO7Lk4X1wZULBpxgZDZ3YKVdq3BeAhYvTEA0kcpWXb8snkLY3ASWZVn67zcdqS+ceUTDv7c4gVV6CqHz8xGxqvbBmVCnkVMIM7ni7dZjTiEM8hTOlBP45MM0J1RLd2aQW3zeKxxe4XwNCbC88CXAuuOOO/SOd7xj2tv33ntvbdmyxY9LAAAAAJhFiqs0+RdwlmWF4sWcCTnyK4T5QCOoFULTf7Vy4YAGCmtqE7N4Aivrnjry6RTCOT1Rxaz87VYrcjfrhQubnMBqxbyBuKTpHVjFyaPqj0O0iZM7mzuFMMAOLKfEfbZMYJWuEJr/T2dYIfTCl2eFnp4ejY6OTnv7o48+qkWLFvlxCQAAAACzSHmJu1TsPQqyD2YybSawiiuEtU6wa6e1O/IrhKsW9DtF4ePJ2T+BZVn+TWBZlqU5+YyoYg9WOpvT7on89FOzHVitcCawpq0Qlq7OVVIscW+8A6vW7RphmHYqX7krdmB1ZpBb7fCKNBNYnvgSYJ166qn6+Mc/rnQ6/4NvWZbWr1+vD33oQzrjjDP8uAQAAACAWaT8halUfFEdVB9MOptzJiTMKYRS7QLwdjITWCsWDGigJ//CfVZPYPl8AqExaAKssemroGbyKWJJc/vivl7Xi+qnEJaWl1di1m8bWbltpAMrEYYJrLKJpc6fwCoNJosTWJ35+cw0XwKsz33ucxobG9Nee+2lyclJveQlL9H++++vwcFBffKTn/TjEgAAAABmEfPC1F3WbV7MBTWB5Q6HwnAK4dodxRVCc9LdbJ7AMl93v04gNObEq68QmgL3+QM9Vbum2slMYO2aqNaBVSPAciawvIcf2UY6sEJwCqEJqqafQtiZQW4qU7ZCaKZOG5ii62a+nEI4PDysG264QX/+8591//33a2xsTM997nN1wgkn+HHzAAAAAGaZiiuEZp0moAksc8JfNGIpEY24VghnvsR9Kp3V5pEpSdKqhQN64KndkqSJDn3h7oW7uNxPZgJre4Uy/h2FtwXRfyWVnkJo27Ysq3QK0XQ/VRJrIvzouA6ssucJM4GVydnKZHPOFFqnMP1+zgRWLNip007jS4C1YcMGLV++XC984Qv1whe+0I+bBAAAADCLOStSlTqwAppGMAXu/fGoLMtyTqUbncoolcnVXOfy27pC/9Vgb0zz+uPqL5xCODGLJ7CcFUIP/UyNcDqwKkxgmbctCCjAmtufv3PZnK3RqYyGC2uMaQ8l7uZxamRisZHHuCduOrDCEGDl76+ZwJLywVqnBVjTOrBC0PvXSXz5aq9cuVIveclL9I1vfEO7du3y4yYBAAAAzGKVJrBMQBTUBJZZITSF6cN9cacraNfEzK4RPlnov1q1cECWZTmnEI7P4g6s4lqpv6HEoLNCOH0Ca3vhbSasnGm98agGCt9v7h6sSgFvOecUwqYmsDpjhdCcxlgscS8+Hp3Yg5UuWyFMRIN9zus0vjwz3HnnnTrqqKP08Y9/XEuXLtVpp52ma665RsnkzI/aAgAAAAi/dIUVKbM6FtgKoesEQkmKRCzNK0zIzPRJhOtM/9WCgZL7ZKbEZqN2lbjXOoXQvC2oCSxJmjcw/STCSgFvuZgTYDXSgeX9MTZhUZDrbc5hD4X7Eims90rBBmvNSpetEAa9Nt1pfAmwjjjiCP3Xf/2X1q9fr+uuu06LFi3S29/+di1evFhvectb/LgEAAAAgFmkUmF3LCQl7n2JYtOKmczZUaE/qZ2cAvcF/ZJcAVay8160e2Ve3Pu9QjhY+HJur7hCaDqwgpnAklxF7uOVAqxaHVjtnsAKfoUwVXYKoVQM1qYCvF/NKl8NjTdxkmQ383U207IsvexlL9M3vvEN/e53v9OqVav0ne98x89LICCX/Pwhffb6R4K+GwAAAJglUmWTFVLxxXojEyV+mjQdWIliz05QJxGaFcKVC/MTWAOmA2sWrxAWp4PadQphhRJ304E1EPwE1kd/9pBWf/Emrf7iTfr4Lx+WVK8DK/++bEMdWN6L8hMhLHGXXN1cnTiBVRbIOc95TGB54uszw1NPPaXPfOYzOvzww3XUUUdpzpw5uvzyy/28BAKwazylb9+8Vl/5w+OMNgIAAMAXxRdyxRfS5kWdOWp+pplwqCTAck4inOkVwnyJuwmwzH0an8UrhO0+hXDneEq5smml7c4KYXATWActGZQkbdw9qYc3j+rhzaN6atekJGnf+f1Vf18zK4RmurGxUwhD0IHlWjXu5AmsVNlkXZwOrIb4cgrh1772Na1Zs0Z/+ctfdNBBB+kNb3iDfvazn2nFihV+3DwCNuV6wkpnczX/FQAAAADwotJkRTMvyP3krBDGiwHWwgAmsCZTWW0emZJU7MByT2DZti3L8jfkCYNMm0rcTQdWJmdrdCqtuf3FaSszlRVkB9YHTz5Qxx+0lxPWGLGIpSNXzqv6+5opcW+oAytenMAK6nvO6cCKFn8me839SnfeBFambAIrxgphQ3wJsP7jP/5Dr3/96/WlL31Jhx12mB83iRBxP5GmMjn1B/fcDgAAgFnCvOh2B1jxgDuwJitNYAXQgbVuZ359cKg35pTIm/uUzdlKZnLqdYVss0W7StxjEWmwN6Y9UxltH0uVBVj5YHJhQKcQSvnv+6OfsaCp3yc19vOSbqIDy7bzAYt7CmqmVDrswdyvqU48hTBb3oFFiXsjfAmw1q9fPyv/BQB55QEWAAAA0KpimbHrFMKAX8xVKnEPYoVw7fb8+uCqhQPO66x+132aSGVnZYDlrBD6XOIu5Tuu9kxltGMsqf33miMpf6KjOXkyyAmsZkWbOoXQ+2Pc4+qnS2ayJX11MyWVmT6p2ckTWOXl/PHCKmcjU3TdzJfvQMuydNNNN+mNb3yjjjnmGG3cuFGS9L3vfU9//vOf/bgEAuQ+NjXII1QBAAAwe5SXGbv/O6gXcxPp6SXuCwJYITQnEK4orA9K+bDCBArjydnZg9WuCSyp+HXc4fo6mlCyNx4p+Zp3ChOCZBs5hbDC6Z/VuAOsoAYZnMMeSk4h7NwJrFT5BFZhsoxBEW98CbCuvfZanXzyyerr69M999yjZDI/XjsyMqJPfepTflwCAWICCwAAAH4rfyGX/+9gJ7AqrRBWCj7abW3ZCYSG6cGa7MDJEy/SbTqFUCqeJuk+iXC76b8a6OnIjSJTxN5If1K2gRVCy7ICP4nQfG7u6a9OnsCa1oHlTGDxOtsLX54Z/uM//kP//d//rW984xuKx+PO24877jjdfffdflwCASoJsJjAAgAAgA/SFSYrYk28IPdTcYXQFWDNmR58tNuThQBr1cLSE+ickwhn6QRWpp0rhIWv4/ax6RNYCztwfVAqTqo1NIHV4JRbTzS4ACubs53PLT5LJrCc571CIGf+nxJ3b3wJsB555BG9+MUvnvb24eFh7d69249LIEDu0Cod0JHGAAAAmF2cEvfY9A6sTNATWPHpJe6jU5kZ20ZYtyPfgeVeIZSkgUTxJMLZqNFwpRHFSbpiEGn+e8Gc4ArcW9FMZ5wzgeUxJCyeRDjz33Puz8vdldfJE1jmtbX5Hjf/T4m7N74EWEuWLNHjjz8+7e1//vOf9YxnPMOPSyBApRNYnfckAQAAgPBxCrtd62JBFxpPpEwHVrEwfW5fXCZP2TXR/jXCyVRWW0anJEmrygKs/p7ZPoFVCLCi/q8QOgGWawLLTGOZ93Wa6ExMYBWmnZLpmQ9Y3IMU7hVC5z514ARW+Qqh+X8CLG98eWZ429vepve973267bbbZFmWNm3apB/84Af6wAc+oHe+851+XAIBcgdYnfgkAQAAgPCpWOIecKFxpRXCSMRy9Se1P8AyBe7DfXHNKwtWZvsElnNCXhsmsBZWOE3S/HenTmCZn51GAizzGHvpwJKKRe5BvA5Mu64Zj8yODiznFMKYCbDM1CmbTl7E6n9IfR/+8IeVy+X08pe/XBMTE3rxi1+snp4efeADH9B73vMePy6BAJWsEPKDBQAAAB8Uu2BcK4QBFxqbcvSBntIT6eYPJLR9LDUjJxGuKwRYKxf0T3ufCdbGU7NzAivdxgksE0Jur7BC2KkdWCaESjfw85JpsCi/WOIexAphcVos4grceuKd34EVL3w+JoSka9obX54ZLMvSRz7yEe3cuVMPPvigbr31Vj399NP6xCc+4cfNI2BJTiEEAACAz8x0RaVTCIOaRnAmsOKl/86/oNCD5e5PkiTbtvWbBzfrqV0Tvt2HJ7fnb6v8BEJJGigEWJM1JrAe27pH1z2w2bf7M5OyM9GBVXECqzMDLKfEvU2nEErFsCiI14HpCieVSq6psBYnsLaOTukndz81o59bqvwUwsL/M4HljS8TWEYikdCzn/1sP28SIZAiwAIAAIDP0hVOF4tFgz2RyylxT5RNYFVYP5Okn9y9Ue+/+j4df9Be+p9znu/LfdhQCMNWzJ8+gdXfk3/5Np6s/sL9fVfdq4c3j+r6C16sA5cM+nKfZkq6jSuEJqQamUwrlckpEYtoe+FkSRNQdhrn1M5GOrCyjXZgBbdCaK7p7r+SpN64Px1Y//Grv+oX921SPBrRKYcta+m2vMqUrRAmmiji72b+z2Zi1kmXrBDygwUAAIDWFacrii+kgy40Lpa4lwZYZnrHvUJo27b+5y9PSpI27PRvAmvPVP4+zO2fPhVkJrAmaqwQbtw9KUnaPDLp232aKe0scR/ujTtTR6aMf8d4h09gRRsvcW94AivQFcLaE1hTLU5g/W3zqCRpx1iyzkf6x1mdLnztgg7tOw0BFupiAgsAAAB+q1jiXnhRHVQHVqUSd6nYn7TDFWDduW6XHtqUfwG8ezLt230wJwzO6Zm+LGNOR6zWgZXN2Rqdyt8XE4R1kkZPyGuEu4x/+1hSuZztBJILO7TE3TxOmQYCX+cxjjYYYAVwCmF52OPcJx8msHI5W+sKwfNMdmmlsqUdZEGH9p2GAAt1lZxCyA8WAAAAfFBpuiLIaYRsznZeEJugyDCn1LknNa4sTF9J0shEWrbtz30eKwRY/WVF8lKxXH6iygrh6GRa5m50ZIBV+J7wGq40yt2DNTKZdqaR5lWYdusExUMPGj+F0PsKoT/res0wr0PjMf8nsDaNTDq3P5PhXPkKodP7F1Bo32kIsFBXySmETGABAADAB5UCrGKJ+8z/nXPS9WK43grhxt2Tuv6hrc77U9lcye9vhZnAGqgwgdVXZwLLPQlmJrE6STtL3KXipNWO8aRTyD/cF5/WsdQpok740XgHVtTjKYRBrhCmnAks/zuw1u0orv3O5OdWvjrtTGBlWCH0oukS95///OeeP/bUU09t9jIIgZIVQiawAAAA4IOMs0JYoQOrgRfkfjG9UpZVfNFuzC8LsL5/6zplc7aOfsZ83bl2lzI5WyOT6WmTW82otUJY7MCq/IJ790RxxXFPBwZY6TZ2YEnFrqsdYyltHzPrg505fSW5Vm6bWSH0fAphkCuE09eMJX8msJ7cPu7890xOl5V/TubrkGYCy5Omn2FPO+00Tx9nWZay2ZlPa+GfJB1YAAAA8Fmq4gph4cVcAH/ndE4gjEdlWaUv7k3IsX0sqal0Vj+8fb0k6dzjVunxbWPaPpbS7om0lg73tXw/xgrrgQMVwjATkFUPsIqhVUeuELbxFEKpeNrg9rGUc6Lkgg7tv5KKRew5O9/pFPHwuGUb7sDKh6ZBDDKkq6wQ+jGBtbYkwJq5vMJZiyw875nPjQ4sb5qOtnO5nKf/EV51vhSnEAIAAMBHtl2txL3xTh+/FAvcpwdH8wvBx+hURtfc9ZR2T6S199w+nfCsxRrui0sqDY9aUXMCq9CBZT6m3O5J9wRWJwZYpQXXfitOYBVXCDt5Ass9qZb12MFmQsLGTyEMoAOrWom7DxNYa10rhFMz2YGVK1shNM95nELoSWcu+2JGcQohAAAA/OTOpxKVJrAC+EdTE2CV919J0ty+uMzr/cv/8Lgk6c3HrlA0YmluoQB8xBUeNSubs50urYEKJe6NTWB13gphu0vcTVi1Y7y4QmimsjqRe1LNSwCSy9nOz57XkDDhnEI484MpzimE7ZjA2hHsCqF53jNBFlU93rS+pF0wPj6uG2+8UevXr1cqVfrk/d73vtevyyAA7r9ABJG8AwAAYHZx9xXHY8UX4WaiJIhphMkaAVYkYmn+QELbx1LaPDKlvnhUr3vevpLkTGCNTLYeGE24ytkrlbg7pxBWKXHf5QqwRic7eQKrvSuEO8aSzomSCzp4Ass9RZWf7Jn+vevmntLqiAmszPQ1Y/d9anZyKpuztd5d4j6D4ZxZizTPdUE+53UiXwKse+65R6tXr9bExITGx8c1f/58bd++Xf39/dprr70IsDqce+qKFUIAAAC0yv1azT0Jkgh0Aisf+PRVCLAkOQGWJL3muXtruD8fXM31cYVwvNB/FY1Y04rkJak/Hiv5uHIjrhL3TjyFMDNDJe6zpQPLHex4CUCyrtFHzyXusdannZpVrcS9OIHVXPC0eWSyZOJpJj+3VNkphGYSi9fZ3vjyzHDhhRfqlFNO0a5du9TX16dbb71V69at05FHHqnPfvazflwCAWKFEAAAAH5yv9Z2n0JowqwgTiE0q3uVJrCk4kmEknTOsSud/zZB1m4fJrDGCt1WA4npRfKS1F+YwJpMZ5Wr8Bi570MndmBl2zyBtbAQVu0YT2p7YQJr4UDnTmC5HyYvvXHuj/E8gWVOIZzBonMjVbhm+QqhMxXW5ATW2u0TJb+eyc/NfA0SzgSWCe2ZwPLClwDr3nvv1fvf/35FIhFFo1Elk0ktX75cn/nMZ/Sv//qvflwCAXKn0+zmAgAAoFXmr5TxqFUS1JgXc5kAO7D64pWXVMz62XH7L9ABiwedt8/tMx1YfkxgVS9wl0pPJpyssPa0q8M7sNJt7sAyE1hT6Zw27JoovK1zJ7Asy3IC4KyHACubbWYCq7WwqBXlfVHl9ymVzVUMcut5stB/ZR6DmSpxz+Zs1ymQpgOLCaxG+BJgxeNxRQr/WrLXXntp/fr8sbLDw8PasGGDH5dAgJKsEAIAAMBHpgOrfDUoHmAfTK0Sd0l69eHLtN+iAX3w5INK3j7clw+VRnxZISxMYFUJsHrjEZm8b7xCD5Z7hXBPMtPUi/sgmemUeJtOIexPxNRXWD/bOtr5HVhScZLKy+s0cwKe+/fVY1YIgxhkKF+3M8wKodTc+t+67fkA6xmLBpq+jWa4v0bOKYQBhvadyJcOrCOOOEJ33HGHnvnMZ+olL3mJPvrRj2r79u363ve+p0MOOcSPSyBArBACAADAT9k6AVYQ/2g6WQiEqgVYJx28RCcdvGTa280phLt9OIVwrE6AZVmWBhIxjSUzmkhmpcHS97tXCG07H3IN9sZbvl8zxQRYXsOVZiyYk9BTuyadXy/s4FMIJbN2m/M2geV6fCutqFYS7ARW7RJ3Kb/+V623rhpzAuGBS4b06NaxGVshdK9wxqdNYHVW2BwUX6LtT33qU1q6dKkk6ZOf/KTmzZund77znXr66af1ta99zY9LIEDu0IpTCAEAANAq9wqhm9MHkwtwhbDBF8NOB5YfE1ip2iuEUjFgqzSBtWu8NETrtB6sTJtXCKXSlcFYxNJQny8zHYFx1m49/Mw0ExAmYkF2YOVK7oMRi0ac9b9mXp8+WZjAOnDxnPxtzFA4l864J7DKOrByOdk2IVY9vvy0Pu95z3P+e6+99tJvfvMbP24WIeEeF2WFEAAAAK2qOoEVCe8KYTXmFEI/OrDGCqcLDvRUvw8DPTFpT1KTqdJAIZuzNVoIrKIRS9mc3XkBllPi3p4VQqm0tH3BnITnSaSwMkGOlxL3Zkrygz2FsBBgVTiVsicWUSaV1VSFLrhasjlbG3bmJ/AOXDIkaeZXCCNWMUQ0n5tt5+9bO8Pb2cCXZ4bjjz9eu3fvnvb20dFRHX/88X5cAgFyh1asEAIAAKBV1TqwgjyRa9IJsBr7N/5hE2D5MIE1UWeFUJLT4TReFmCNugK0JUO9kjqvyH1mJrBcAVaHrw9KxbDPS+hrXtc1MoFVPIUwuBL38ucJqdiD1ej92rR7UqlsToloRKsWFjqwGgzBmpWqsBIZc/23lxCy2/kSYP3xj39UKjV953tqako33XSTH5dAgEo6sJjAAgAAQIuqrRA6Je5BrBCmzSmEDU5gFTqw9iQzLW8rOCXuNUI0M51lwi5jV6HAfbAnpvmFKaPRTguwTIn7DK0QdnqBu1QMoxqZwKoUCFVT7MAKYIWwSgeWVLxfjU5gmf6r5fP7nGnLmQrnMhVOVXR/r/Nau76WVgjvv/9+578ffvhhbdmyxfl1NpvVb37zG+29996tXAIh4A6w0hlSYQAAALQma5sTuMpL3AsTWAFMe9Qrca9mqLf4kmp0Ml0SkDSquEJYqwMr/77yCSxT4D7cH9dg4T513Aph1nQ0tW+FcIFrhXBhC1+rsDDTatk2dWAFuUJYrQNLan4Ca+2OCUnSygUDzm2ksjnlcrYibTw8QCpOwLknDN0nbgaxOt1pWgqwDj/8cFlW/gSDSquCfX19+vKXv9zKJRACTGABAADAT9VXCAsncgWwStNsiXssGtFgb0x7pjIaaTHAMhNYc2p2YBUmsMpK3HcXJrDm9SecAGu00wKsQggTb2OQ4A6t3GFWpzJ9Vl7WbpvrwMr/TAZRJVM8hXD6/U00O4FVKHBfuXCg5DTDVDan3khjP/uNqjRRFolYTmcdfdP1tRRgPfnkk7JtW894xjN0++23a9GiRc77EomE9tprL0Wj7f0mQPsl6cACAACAj4ol7mUrhGYdKoAXchNNdmBJ0tz+uPZMZZwpqGaNpep3YDkTWMmyCaxCB9fc/rgGe/O9XB3XgdXEhFCjSjqwZsMEVmGCJ+sh9G1qAivQDiwPE1gNniBYLcBKpnPObbZLpkqnV4wAy7OWAqwVK1ZIknIB7KhjZti2zQQWAAAAfFXswKo8gZUrnMjVziCj3GSTpxBK+SL3DZpsuch93EOJ+0Dh/k1Om8BKO/fFmcCa7LAJrMIL/FgDHU2Nche3z4YOLLOO5q0Dq7DC1sDPlelrmqk1OzfzOrRmB1amuQ6slQv6FYtGnOmnZCYrKd7aHa6jWiCXiEaUzOQCObyi07QUYLn9/e9/1xe+8AX99a9/lSQ9+9nP1vve9z7tt99+fl0CASj/IWICCwAAAK0yK4TlL+TcE1npbE7RNq/0uE2k82FPoyuEkjS3Lx+E7J6cfrBVI4orhDVOIazWgeVaIRzq0AmsZlbcGrVwTqLif3eqWANTi8WOsUYmsIo/DzOxZueWqlB6bjQzgZXN2dqwc1JSvgNLygdhE6msphqc5GqGGQYp//52QkiGReryJdq+/vrr9exnP1u33367Dj30UB166KG67bbbdPDBB+uGG27w4xIISPnEFWONAAAAaJX5N9LyF3LxAI+Ub2kCqz8fGLU+gVW/xN1MYE3rwJp0rxCGv8T9B7et0yU/f6jk9UWlkmu/zXP1XrmnsTpVzDm5s5EOrMZPIZS8h0XJTFb/cu0Dunt7a19Hc5hDvMIKYTMTWJt2TyqVzSkRjWjZ3L6S20k2OMnVjHSVFcK4a8oNtfkygfXhD39YF154oT796U9Pe/uHPvQhnXjiiX5cBgEoPwGGCSwAAAC0KlutxN0VaM30NILTgRVvogOrLx9gtdqBNZ6qX+Le31O7A2u4L94RE1ifvf4R7ZpI66hV87X6OUslFUOYSitjfolHI3rGogE9tWtS+87vb9t1ZkrUmcBqTwdWLGIpYuXXer2u2d36xE79772b1ROJ6H1TGc2PN7ea56zcVQg0m5nAMuuDy+f3OY9B/nbSM9LxZZ7TygM58/3OKYT1+fLM8Ne//lXnnXfetLe/5S1v0cMPP+zHJRCQ8hQ4k7OVC+BUGAAAAMweTgdW2Qs59wvrmeyDsW1bk+nmTiGU8qGRVAyRmmVWCGsVyVebwNpV4RTCME9gmQDuqjs2OG8zL/Db3X32o7cfo+sveHHJNFanclYIPfRSOxNYDUy4WZalnlghLPIY8ph+tmTO0k/u2ej5WuVSNUrcm5nAMgXuqxYOTLudmZnAqhzImdVptp3q8yXAWrRoke69995pb7/33nu11157+XEJBKTSxBWjjQAAAGiF04FVNmljWZbztpl8MTeVzsku3KdmVgjnmhXCVk8h9NCBVW0Ca8S1QjhUCNRGQzqBlc3ZzmuKmx57Wht353uJnAmsBlbcmrFosKckxOhkZoWwXacQSo2fROj+uO/duqHpAYiaJe7mPjUwgfXk9glJxf4rScVwbkY6sCqvcMac5zwGRepp6Znh4x//uCYmJvS2t71Nb3/723XppZfqpptu0k033aRPf/rTesc73qG3ve1tft1XBMA8+fSVlfcBAAAAzSquEE5/IV0sNJ65F3PuaSb333u9MiXurQRYmWzOKZL21IGVrrxC2AkdWO5pF9uWrrnzKUmugKWNHVizTayBFcJmTiGUGp9ScgdY63ZO6MZHn27oeoYJsSsFWL2F4KmRCax15gRC9wRWvLnTDJtRrdMrHkBo36la6sD62Mc+pn/+53/Wv/3bv2lwcFCf+9zndPHFF0uSli1bpksuuUTvfe97fbmjCIZJvQd6Ys5YNT1YAAAAaIV5nRar8MLUvLhOe1iJ8ovpv+qNRxRpYn3NlLibkwCb4T5VcKBGB5ZZcZxIVl4hnNufUMTKfw5hDbDKT3z78Z0b9J7j9y92BLV5hXA2Ka4Qtm8CKxFrfgJLkq68ea1edlDjm1nVSs+lJiewTIC1oMIK4QxMYJk1z2orhF7WQLtdSwGWXZiztSxLF154oS688ELt2bNHkjQ4ONj6vUPgzLRVTyyieNRSOmuTDAMAAKAlWTv/gq18hVAKptDY/ENtre6pWoZ9KHE3/VfxaLFzqJKBwn2ccAVemWzOCavm9sVlHrmxZMbTatlMmyo83rGIpf5EVBt3T+qmx7fL3NVKwSYqizUQfjRzCqHU+JpdsvD1XTnH1rpxS3969Gk9vm1M++81p6HrmsGJngodWL0N9nJlsjlt2FlYIVxYLO93yuBnYEij2gqhcwphJnw/q2HT8jODZZWmh4ODg4RXs4j7SSPh/GARYAEAAKB5mRorhEGs05gwqJn1QcnVgdVCibsJsGqtD+bfn7+P4661x1HXpNVwX3GFUJLGQjiFNeUqzD/tiL0lSWtuW+e8v90l7rNJNOI98DUTTY2UuEvNrxAu7rN1/IGLJEnfvWVtQ9eUaq8QFiewvN2nzSNTSmdtJWIRLRvuK97OTJa4V1khbKSIv9u1HGAdcMABmj9/fs3/oXO5i/PMDxoBFgAAAFrhnEJYaYUwgBO5TAdWMwXuUmkHltlSaZRZIRyoMwVmpsQmXCXuZn1wsDemWDSinljUeWEexiJ3M/HWG4/qdc9fLkn63V+3Oe+vFGyiMrNu6WXSrvUOrMZWCOMR6eyj95UkXXPXUw1/L6acAGv6/W10curJwgmE+87vL1kTbvSExVaYgKr88zErmmw61dfSCqGU78EaHh72475Ikv7zP/9TP/nJT/S3v/1NfX19OvbYY3XppZfqwAMPdD5mampK73//+3XVVVcpmUzq5JNP1hVXXKHFixf7dj+Ql3YdXepMYPGDBQAAgBYUJ7BqrBDO4OrbZMqsELY2gZXJ2RpPZWueIlhNcQKr9n0wAVcqm1M6m1M8GikpcDcGe+NKjiW1ZyqjJYPxircVFNOB1RuP6OBlwzpk7yE9uHHUeT8TWN5FG+iMa/oUwgZDHjPNFItIxzxjvp651xw9tm1MV9/5lM574SrP1605gVUIfaY8TmCtrdB/1czttMJMwJWvTju9f5xCWFfLAdaZZ56pvfZqvJCtmhtvvFHnn3++nv/85yuTyehf//VfddJJJ+nhhx/WwED+m+3CCy/Ur371K1199dUaHh7Wu9/9bp1++un6y1/+4tv9QJ55kkrEIk4yzAQWAAAAWpGrdQphJIgJrOJKWzN641ElYhGlMjntnkg1FWCNeVwhdN/HiVRWw30RjUwWCtwLk2CSNNQb0/axpPZMpSX1ld9MoMzal+kxet3zluvBjQ8574832NHUzUxfWNbTKYRNdmDFG3sdmHJNYFmWpXOOW6mP/O+D+s7Na3XOsSs9B2g1O7AanMBauz3ff7XK1X8lNVcG3yzz+ZSvcHIKoXctPTOU91/54Te/+Y3OOeccHXzwwTrssMP07W9/W+vXr9ddd90lSRoZGdG3vvUtff7zn9fxxx+vI488UldeeaVuvvlm3Xrrrb7fn25npq0SUTqwAAAA4I9aE1ixIErcU62VuEv58nRJzjRUo8wEVr3wy70ZYVYfd41XmsDK304YTyKcyhRXCCXp1MP3dkIKy1JTJ0F2q+KpnR5OIcw2O4HVXAdWPJK/3muO2FtDvTGt3zmhPz6yrdZvdWRztivo9nECa2H5BNbMrRBWmygL4uCKTtVSgNXsfncjRkZGJMnp0rrrrruUTqd1wgknOB9z0EEHad9999Utt9zS9vvTbVIVJrAYbQQAAEAranVgJdrUgZXJ5nTdg1s0kpr+PhMENTuBJRXDo9EmTyJ0Vgg9hGjmfo4XerDM6Ydz+10TWIVALYwdWO4VQilfPL/6OUslMX3VqKjTgdXIKYSNBViJhk8hLEwaFS7Tn4jpzKPyXVjfvnmtp9tw//yXl55LUk/DE1hVVgjjjYVzrTArnOUrhPEAev86VUsrhLk2t+TncjldcMEFOu6443TIIYdIkrZs2aJEIqG5c+eWfOzixYu1ZcuWireTTCaVTCadX4+O5ver0+m00unwPaE3wtz/dn0ek8n87cYjxR+siWSq5LEL6jEM8vpcm68515791+fafM259uy/PtcO7mtuJrAilj3tfpgX5FMpf/+u/ru/btN7f3S/Dp8f0WvLbnesEPL0xqymrzlUmHjavmey4m3Ue9xHCkXsfYlI3fvQn4hqZDKt0YkppdM92jk2lb8PPVHn9w4UQq7d48lQfM3d/z8+lf9ce2LFz/WMI5bqf+/ZqAHX59COa8+kmbh21Mr/MKXS2ZLrVLr2lpH8Gl0s0th9KmQ8mkh6+5mcKgTC7uu8/nl76+t/ekI3PbZdW3ePa/5AotZNaMIdvOaySqdLhyhiyv96MpWZdp/KP/ed4ymt35n/3JfP7Sn5+HghZKt0O82o9TU3j0tEpc97Jk+c8uk+hFmrn59lz8QYVZPe+c536rrrrtOf//xn7bPPPpKkNWvW6Nxzzy0JpCTpqKOO0ste9jJdeuml027nkksu0cc+9rFpb1+zZo36+/unvR1Ff9ps6dq1UR2xIKfdKUtP7rH0lgOyOmxBaL9tAAAAEHJf/1tED+2K6MxnZHXM4tK/V375oageH7V0zjOzOmKhf3/nvGmLpWuejGpRr63/d0TptMWv1kf0240RvWhJTq9d1dw/0n/jbxE9uCui1z0jq2MXN36/G7kPn7o3qq2Tlt797KyeOWzr6ici+vPWiE7eO6fV++Z/7w//HtGt2yJ61fKsTtonXH93/8tWSz9+IqrnzMvprQfl769tS3/eamk4IR06P1z3N8x+vi6i32+K6KVLc3rNyurfN+mcdMldUY1lLJ17QFaHN/B67sdPRPSXrRG9Yp+sXrm8/u/75t8ieqDCz8K/3B5VMmvp347IaGFv7dvYk5b+3535UPgLR2dU3l60do902YMxLeix9dHn1p6eumGjpV+uj2qfAVsfeE625LbM+16wKKez9m/vgE61x/FHf4/o5m0RrV6e1ckh+1n128TEhM466yyNjIxoaGio4d/fcol7u7z73e/WL3/5S/3pT39ywitJWrJkiVKplHbv3l0yhbV161YtWbKk4m1dfPHFuuiii5xfj46Oavny5TrppJOaetDCJJ1O64YbbtCJJ56oeNz/00U2/XmttPZRrdhnb/WMTunJPbv0nMMO1+pDl7b92vUEeX2uzdeca8/+63NtvuZce/Zfn2sH9zX/6sO/lyQ99/DDtPqIZSXv/9G2O/X46E4dctjhWn3YUt+uu/7GJ6QnH9eOpPSyl79cfT09zvvuve4RaeM6PeuZz9Dqkw5o6vZvnHpQD+7apOX7HaTVL55+0lq9x/3uX/9N2rheBx+wn1af+Mya1/rW+lu1deOoDn3u8/SyAxfptz++X9q6RUce+iytPnaFJOm+6x7RrdvWaemK/XTi8asC/5q7r7/15nXSE49o332WafXqQ52Pe9UMXHsmzcS1H/nd4/r9pie0fMVKrV59UNVrX3v3Ro3d9pCWDffqX856odM158U9v/6b/rJ1vVas2l+rT6r9vSlJ1zx9l7Rrh2IRlXzuH7v/D0qOp3X0cS/SAYsHa97G5pEp6c4/KR619KpXrZ72/oc3j+qyB29VNNGr1atfUvI+9+duRaL6z8/fJCmp9578HL2q7Plm683r9Mv1j2ivpaXfi82q9TX/808fkrZu1MEHHajVL3mG8/Y7fvlX3bxtg1bt90ytfvn+Ld+HMDPbcM0KXYBl27be85736H//93/1xz/+UatWlT75H3nkkYrH4/r973+vM844Q5L0yCOPaP369TrmmGMq3mZPT496XH9AGfF4PJAn8HZo1+di6q564jH1xPPfLllFSq4V9OMY5PW5djC69XPv1msHfX2uHYxu/dy79dpBX59rzzzzd8zenun3wZQq52T5ev8mC3uLOdvStrGs9p9TvO2pwvvm9Caavub8gfzrjT2pbM3bqPa4TxZ6gwb76t+HgZ78+5PZ/O2NForaF8zpdX7vcH/+/oy77k9Yfs5NlVJ/IjZj92e2/qwlCl1QOVsVrxGPxxWLxfS92zZIks4+dqX6eqe/Nq6lr/D9ls5Vvka5VOEHPG6Vfu75UyfT015PVmQVqmyilT92Tl/+c0hmclVvKx6P64a/bdeW0aQWzkno1c/dR/FYac+d87llvX1uXlX6mpuKq95E6fuc19m2v895YdTq5xe6AOv888/XmjVr9LOf/UyDg4NOr9Xw8LD6+vo0PDys8847TxdddJHmz5+voaEhvec979Exxxyjo48+OuB7P/uYJ59ELOKUbHIKIQAAAFqRsfM7PIno9DLpdp1CaErSJWndzgntv2TY+fVkoZum34cS95GmTyHMr0ENeLgPAz35jzHl8+bkw3kDxReHQ335l3qjITyFMJkuPYUQzYs5Je7Vf17uXLdLD20aVW88ojOfv7zha5gT/1JZb0Xn5iT78u713gaK1821Kh304L5P9U4h/PZf1kqSzjpqXyccL7lPDZ6w2ArncSl73jO/zlDiXlfoAqyvfvWrkqSXvvSlJW+/8sordc4550iSLrvsMkUiEZ1xxhlKJpM6+eSTdcUVV8zwPe0O7lMIe5xTCPnBAgAAQPNqnUJoDg7K+Hxg1B5XgLV2x0TJ+yZS+RevrZxCOFw49W93kwHWmDmFsMfLKYT5jymeQpgq3IdiMfZgb/7+7AlhgDWVKT2FEM1zAt8aAZYJcV5zxN4lJ1V61dPkKYTlX96Ex9BJklKZ4iBFzfuUycm2bVnlJVmSHto0qtvX7lQsYukNR6+ofDsNnmbYCvM6uvx5z5xKyOvs+kIXYHnplO/t7dXll1+uyy+/fAbuUXdzB1jmyYMJLAAAALTCDFdVCrBiEfNirn0TWOUB1mThBXUrE1jDhWDAhEmNMvdvjocAy0xplU9gmSkwSRosnIq4Zyp8p5qZAKOPCayWmQmsatM7m0em9JuH8ltNbz52ZVPXSDhTSh4DrMI0UyxS+jPshEUegjAT5iSqTGC5w89kJldxmu+7t66XJK1+zlItHqrcGu91kssPZqq0/HNynvNqhJDII/JGTWZ0MxGNOP8aliIZBgAAQAtMNlW+SiMVQy2/12nMtJIkra82gRVv/t/35xYmsEYmm5t4amQCq99MYKWyymRzzpTVvH73BJYJsMI3gTVZeLx7CLBa5gRYVcKPNbdvUDZn65hnLNBBS5o7wKynwTU7E3TFyn68exsIworTStOfI/L3qfi9U+n29qSlX9y/WZJ0znErq16np8FwrhXVVgjjhQcqzaBIXQRYqIkJLAAAAPitsB1UcbrCvGD1e53GywqhPx1YTU5gpbwHWKYDazKV1chkccJqqDfm+u/8/RmdDOEElrNCSIDVqmiNzrhUVvrRnU9Jqh3i1NNoyGM+rnyFsLiu52WFsPg6tJJ41FIhu6t4e7dstZTO2jpsn2EdsXxu1eu4VxHbrdoKYTxSfw0UeQRYqMk8cfTEIkpE8z/cTGABAACgFbU6sGJOgNW+FcKndk+WBGS+lLj3mRXC1krcvawQOhNYyYxzvcHemNOHJBUDrDBOYE05Je68HG1VrQmsu3dY2jWR1t5z+3TCsxY3fY1GVv/yH2dWCMtux1nX81LiXjnsMSzLqtrNlc7m9Oct+d93znErK/ZjGeZ7cCZK3E3IOC3AYtPJM54xUJP5IUrEIs5oIxNYAAAAaIWXDiy/S9zdAVY2Z+upXZPOr/0scZ9IZZv6+/K4s0LYyCmEWe0uTHzNKyvnNiuEk+ls6MqhnQCrwqlwaEzxFMLSr7Ft2/rT5vzP0puPXaFopHqIU0+zK4TTJrAauJ10lbDHrVr49NuHt2kkbWnRnIRe9ZxlNa/TaEF9K5xer1j5KYTtWZuejQiwUJMzuhmNqIfTEQAAAFBFI6FNxgmwpr+oNitDlVaiWjFWmERKFIql1+4Yd9436awQNt+BNdgbkxn0GGlwCiuTzTkv+gc83AdTfj6eylQscJekOa51wrFkuKawTFjQSmCIvFi08gTW7Wt3aeOEpb54RK973r4tXcMET14mhGzbLnY9lXdgNXDiX70S9/z9yt9e+USXKW9//fOXV11BdG4jPnMl7qnCc5oJ6Y3iKYSsENZDgIWaUq7kmw4sAAAAVPLRnz2owz/+22nl6NXUnsDyf53Gtm2nY2pZf/5ta7ePO++b8OEUwkjEcqawRho8idBdMO+tAyv/MRPJrBNgmWsb8WjECbpGQ7ZGOJVhhdAvzsRiWfix5vYNkqRXH75Mw2XhZqMamVJKZ23Z5ue76gph6x1YUuUJrAeeGtHd63cratk68/n71L3OTJa4V+vAirWp92824hkDNaUKTwaJWMT5QSPAAgAAgNuNjz6tiVRWd6/f5enjnQ6sCi9OYzVKqZs1mc7KDKgsHyhMYBUCrFQ2p2zhna1OBJmTCE2o5NVYIVxLuP7RuBYTtI2nMtpVZYVQkob68kHXWMgCLDPxxgph64odWMXXaLZt69Ynd0qSXnN47RU6LxINhDzuMGl6gOV9AitV5xRC9+25J7C+e8taSdLhC2wtGuypex33fbLt9k5AZaqsEMbZdPKMAAs1VTyFkB8sAAAAFNi2rc0jU5KkLaNTnj4+W2OFMF7hBXmrTIBjWdIyE2AVpsVMmCJJ/S2eijfcZIDVSP9V/uMK/VauUwjLVwglaTCkRe5mAquHUwhbFq1Q4r5x96R2jqcVsWwdvHSw5Ws00l3lDqfKf7ydiSlPk1y1S9xLbq9wv3ZPpPTz+zZJkl60xNvzR48rZWv369xqvV7medDvtenZiAALNblL3FkhBAAAQLndE2nn74dbRuoHWNmcLVv5F2yV+m1ibeiDMR1QA4mY9uot7cAyBe6JaKTkFL9mDBemoBrtwHLun4f1Qal0AsvpwOqrFGDlby90AVYhwGCFsHUmDMm6Aqz7nxqRlF+X9SMkLAZFXiawiq8fyw//K047eShxN0XwNSYSyyewrr7zKSUzOT1ryaBWzql7CUmlU4DtXiN0usEi5QEWE1he8YyBmsxfRnqirhVCfrAAAABQsNkVWm3bUz/Ack+KVAqM4m3ogzEdUwM9US3qy7/tqV2TSmdzvpxAaDgrhA0GWGYCa47HAMsUvU8ks84K4dwKK4TOBFaysfvTbs4phExgtcxMYLkD3/ue2i1J2neOPyFwIx1YycLXtqdC8FQsTPe+QthTq8TdNYGVy9n6/m3rJElvfMHyaeFZNfGo5Xxsu08irHcKISXu9RFgoSb3CqF5EiIZBgAAgLHVtTboZQLL/XfJiiuEbejAMgHOQCKmobjUF48om7O1YeeE6wRCHwKswhrfyERzJe4tTWBVWCEcKkxgha3E3TmFkACrZaYAPOtaub1vw25J0r4DfgVYxaCoXk+UmWKqGGA1sIpYbd2u9PaKE1h/euxprdsxocHemP7h0CV1b9+wLKuhcvlWZOqsEPI6uz4CLNTkDrAocQcAAEA59wTW1tFk3Y9PuYKpeKTSCmH7JrDm9EZlWdKK+fmjCNftmNBEoUDdjwms4RYnsDwHWIWPy9nF3rFO6cDK5mxnuoYJrNaVn0KYy9l6cOOoJP8nsHJ26QRlJakaAZb5ensqcXdWCGuUuDudWll9/9b89NVrj9xH/QlvP0fO7TRQLt8KZ4VwWoBV+BrWeWxBgIU6SjqwCLAAAABQxl3cvm3PlHJ1XoSlnR4YS5FIpRJ3/1/MOSt6hRe2KxbkA6wnt49rIu3fBJYJsBrtwBpPmY4ub/fBPbm0afekpMorhGYCK0ynELqnXOjAal15ifsT28c0lsyoNx7Rkn5/rlFSdF7ntaCXCSwvk06eStwLwdPjT4/p93/bJkl649Er6t52tfvlZTKsFekqJysyKOIdzxioyTwBxaPuUwhJhgEAAJC3ZWTS+e901tbOOutz1V7EGWbiws8JrPKSdBNgrd0xXlwhjDc2tVGJCZEaPYWw0RL3aMRyQizT4VWzxD0Z0gArxgRWq+LOCmH+Ndp9G/IF7ocsG5p2CmCz3Ict1JtSMiFQosLXtpFJJ/cmUDUmWLv2ro2ybemF+y/Ufos8tre7NDIZ1qxszpbZviw/vCLWhpNXZysCLNTkFM25S9zbnEwDAACgc2wpWxt0d2JVYladqp34Z1ai2hFgzenJv1Bd6QRYEx1Z4i7lC+lLrl2jxH20wfvTTlOZ4uuLShN4aEyxxD3/uJoC9+fsPezbNSIRywnK6k0pmX6z8qJyyT3pVP9n2/06tBoTgE4WQtE3HdP49FXJ/WpjiXtp91/p55RwuqYZFKmHAAs1uXeY+cECAABAOfcEllQ/wKo7gVV4u58l7uUdU84E1vZxTRbW93xZIWy5xN37fSjv+RmuMIE11BfeCawe1gd9YcIQZwLrqfwE1nP2HvL1Ol5PIiyuEE7/XnYmnTysEKa8lLi7voeWDffq5QftVfd2a93OVBsHNVKuACtW9twXi1Di7hXPGqgqk83JVA+4TyFkNxcAAACGOXlw30Ix+paR2kXu9U4XcyawfOzAclb0TAdW4b4+tWvCOaHPzwmsRjuwGl0hlEoDt6HemDOJ4zbYk78/YezA4gRCf7gnsFKZnP66KV/gfqiPE1iS9+kpM6FVsQMr7n0Cy8sKoXsF9awX7Ft1qrMer+FcK9Kuz7n88ArzXEiAVR8BFqpyp8QlpxDygwUAAABJE6mMEwAdtnyupPoTWKk65czxmDlVzccVwqnSFcK9BnvUn4gqZ0uPbNkjyecJrMn0tDL7n9yzUdc+GXEmZdyaWSF0399K64OSqwMrVAEWJxD6yUzvZHO2HtmyR6lsTsN9ce07v8/X63gtOvdS4u5lAstLibsJxOJRS697/r51b7Pq7cxAibsp2a90eIVzCiGbTnURYKEq96RVwlXinmYCCwAAACpOXw0kotq/UJ7sdYUwUW2FsA3rNM4pf4WAyLIsrVgwIEl6eHN+YqV8Ja8ZZo0vZ5eu7T29J6n/97OH9actEd25bleF+1dYIWzgPrinteb1T18flIodWGFcIeQEQn+YqaNMzta9hf6rQ/cZlmX52y/W47HoPFUjwGqkLL3e84QkrSz8DJ92+N5aNNhT9zarmYkSd/O4lK8PSq616Zwt2ybEqoVnDVRlfsgiVv6J0QRYSSawAAAAoGKAtWS4V4uH8i8gPZe4R6qsELZhGmGsQseUKXJ/4ukxSf6stPXEos7tjLhOIvzh7eud1cm1Oyam/b5iR1cjHVjFjx2uMoFlOrBGQzWBZQIsJrD8UDzBztb9G3ZLkg7bZ67v1/FaJ1NzhbDwtimfJrBOevZi/e+7jtUnX/OcurdXSyPl8s2q9fm4Vx/pm66NAAtVJcv2jk0ynMrkSIYBAACgLaOuAGu4t/C2eh1YhRdyFU4pk4oTCmkfj5Qfm8qHSe4Jp5UL89MbZqPPjxVCSZrbX9qDlcrk9P1b1znvX1czwGpgAsv1ucytUOAuFSewUpmcwrJE4awQVij5RuPcK4T3uSaw/JbwukLonEI4/evrdE15+GYsfy1aSSRi6Yh959X8GC8aWW1sllkhrHSqYqIkwArJD2pIEWChqvJ+gp5o8Uko42OpJgAAADrTZjOBNdSnJUP5AKv+CmHtEndTcOzvKYT5F6Zzeouhz6rC+pHhV4Bl1gh3T+ZPIrzuwc3atqcY6lWawGqqxN01rVVthdDdqTXZvtfmDeEUQn+5Jxkf25afJjy80Efnp2LI4/UUwuoTWJmcXbfjzssEll8aCdaaZSbXKk9gFcN8erBq41kDVZknDfNE4062OYkQAAAAW50JrB4tLgRYO8dTNac06r0wNZNZfk4iFE8hLIY+KworhEafDx1YUnECa3dhhfDbN6+VJB2xPD8VU2sCq5ESd/cEVrUVwmjEcm5zMiRbhFMZTiH0U9QVfti2tGSoV3sVfhb95DXkMT/7laai3Guj9W6nXtDtJ+d0xDZOYJnns0odWDFXqTsHptVGgIWqnKNLo6UrhO73AQAAoHs5E1jDfZrXH3detG6rsUaYcl6YVlkhjJgj5f3swJo+4bRqYXsnsEYm07p3w27ds363EtGIPnTyAZKk9bsmpp1QOO50dHkPsPrcpxBWWSGUiicRhmcCi1MI/RQrO9GuHeuDkj+nELpDrfoBllkh9LeMvpKZ6cCqvkJoWZaryJ3X2bUQYKGqVNnecSwakXl+ZDcXAAAAzgTWUK8sy/JU5G5Wh+JVStydF3I+/X3Ttu2KE06LBntKQqs+vzqw+vLTUCOTaX37L09Kkv7hsKU6dJ9hRWRrKp3T1j3FxyeVyTlTF3MaOYXQ9bHzBqoHWEOFHqypTPuDAC84hdBf5QHWYW1YH5RcU0r1JrDS1QOsaKQY1NQLworDFO0POmfiFMJMvcnTwtvTGVYIa+FZA1WVB1ju/27nDzcAAAA6g5nAWloocF88aHqwqk9gpetNYJkXcj51riYzOae/dY6rN8qyLK1w9WD1+zQRZFYIH926R796YLMk6dxjVykejWh+YbPrye3jzsdPpIq7fQ2dQtjjnsCqvEIohXECi1MI/RQtD7DacAKh5FohrNOBlcpWD7CkYnm/19up9jzhp0ZOR2xWqsYKoVQMIv08vGI2IsBCVcns9ADLJMPs5gIAAHS3dDan7WP5oMr0XxVPIqw+gVW3A8vnCSyzPihJ/WUTTqsW9ld9X7OGCwHWL+/frHTW1pEr5uk5hbWuRb35IG3t9mIPlrl/PbGIE955UdqBVX+FcIoAa1ayLKtkCus5bV4hrPc60ExWVQuwzCTXVJ0JrOJppbOjxL1ep5d5zc2mU20EWKiqvANLKj4R8YMFAADQ3bbtScq284HTgoH8BJCZwNrWSoBVWC3M2VLWhykssz7Yn4hOm1ZZ6ZrA8muF0HRgmft+zrErnfctKkxgrdtRnMBqpv9KKu3smlelxF2SBgsrhKEpcTcdWDMQTHQL8329auGA8/3nN2cTp86UkpmsSsQq/zx5neQyq3SVOqP8VlyPbH+Je7XPJ9aG01dnI541UFXFFUIzgcUKIQAAQFfbUlgf3GuwV5HCC+glw/kOrNoTWPkXaFVXaVxv9+MfTSsVuBsrXUXufpW4u9f5Fg/16BWHLHF+bSaw3CuExfvX2PXdn0+tEvehPrNCGLIOLJ8ebxTD4HYVuEvei85rlbg3cjupCttA7eLcpzqhWiuKE2WVfw7N29l0qs2fOVnMSsUAq/iHixnhJMACAKC9RibSuu3JHXrpgXvNyF/ggUZtKeu/koqrhOZ9ldRfISy+PVM2gfXY1j269cmd037P3nN7dfxBiyve3tjU9AJ3wz2B5VuA5Vrne9PRK0o+n4WFh2ptyQRWIcBqcIXRTIxZljRU8xRCU+Le0M3XtXsipduf3KnjD9qrodXHqYyZwCLA8ouZwGpX/5Xkfc3OTDElYhFV+siewupovb6pdKb284SfZqLE3Qnuqx1ewQSWJwRYqKo45lhMiRN0YAEAMCMu+92j+vbNa/X5fzpMpz93n6DvDjCNmbJaXCHA2ranfol7osoEVkmA5fo7p23betO3bq863fWz84+reALbeKp6gLWqMIEVjVi+dWAtnJOfQkvEInr9UfuWvM9MYK3bMaFczlYkYlU8IdELsyo2vz8xbTXSrV0l7pf+5hH98Pb1uux1h+k1R3h/jppM0YHlt/5EVCOT6badQCi5J6fqrBC6JrAma95Od5W4ew3uqeqpjQALVVUa20wwgQUAwIzYWniRXus0NyBIW0byL0+XDhUDrCWuCSzbtmVZ01981nshF41YsizJtkv/0XTneMoJr15xcHEt7851u7R9LKm1O8YrvoAfczqmpgcmiwZ79O+nPFuxaMS3SccDFs/RB08+UPstGtCCQphlzO/NnzaWzOS0ZXRKy+b21VxxrOUZCwd0wQnP1P57zan5cc4Els+vzTcXvv4PbxrVa47w/vtMANIbZ7LULx951bP06NYxPXffuW27htMTVWfNzry/foDlrcR9ZlYI2z+BlXE+n9qr0wRYtRFgoapKJe5xOrAAAJgR5s9a/sxFWG0phKtLKkxgTaaz2pPMaKh3+mpbvQBLyq/TpLK5knUas3a3bLhX//2mI523v+eH9+gX923S9rFUxduqN+F07nGrqt6PZliWpfNftn/F90UtaZ95fVq7Y0Jrt49r2dy+piewLMvSBSccUPfjhswEls8rhBOFSap1OybqfGQpTiH03z8cuqzt1/Aa8pjQuVoHlrOuVyMIy2RzMtvDM1Li7jFUa0WqzimExQksVghrIfZGVclKJe4xfrAAAJgJ5s/hVLZ9f6EGWmEmsNwBVl8i6gQmW6v0YNUrcXe/zx1gPbk9H5S4i9clOScg7hirPK1YqwMrCCvm90uS1haCn/FU9QkxP5gQ0e8S98mmA6xCBxYTWB3Fc4l7IaDsqXoKYWFdr0ZY5H6tORMdWMVTCNtf4l61A8t5zuMfrWrhWQNVVTqF0Dzh8JdpAADay/xLMBNYCCuzzrfEtUIoFQOtal1VmVz9CaxYodMpnSt+/68rTGCVB1gL55gAq/IEVrMreu2yYoEJsPKfj5nA8quDq5zpwPK7xH2i0C22bue4bNv7P24zgdWZEk10YFXS42ECy706PCMBVqz+fWpVOlN7hTBO17QnBFioyunAirpOIWSFEACAGZFkhRAhZtu2to5MXyGUimuE1frbiqs01SeCilP/xe//J7cXAqxCAGSYnqkd45Wv1+yKXruY+28+n3bfv0FnAsvf2zUTWFPpXM3S/nJTGQKsTuT9FMLCa8gqE3ZeJrncf+7NRIl7b7z9K4TpXO0VQnOSJ6cQ1kaAhaoqTWAVTyHkBwsAgHYy/xLMn7kIo53jKecfO/carBZgVVkhzHiZwJr+Ys5MLK1cUHmFsFoH1ljIAiwzgWUmyool822ewMqqoUmpeiZcJ7Y1skY4mSqsEFZZMUM4eV4hLIRA1bqrTFhU68Q/p8A9Gql4EITfTDg31c4JrDorhAlK3D0hwEJVlQKsOKcQAgAwI1ghRJhtLvRbLZzTM+2UMPdJhJUUX5zW78AyH2vbttYVOrBWlXdg1ZnACusK4bodE8rlbNcEVps6sPryE1hZ2/L1BbopcZeK4aIXyTSnEHai4imE1YOnbM52+quqrhB6mOQqHvTQ/vAqf5+KE1h+hrxuTnBf7RTCQrBlJrVQGc8aqKrSXy4SrBACADAjiiXu/JmL8DHTVUuGe6a9b/FQT8nHlMvkTIl7jVMIzTpN4WN3jKe0J5mRZUnL55euENbrwArbCuHew72KRSwlMzltHp3SeKq9AdtAIqpCpZj2JP0pwsrm7JLXA+sbmMBihbAzmeCp1utA9/uqB1j11/WcAKvKbfjNfG45u/ic4zdzu9Um08znmuZ1dk0EWKiq4gphhT4CAADgv5TTgcXBKQgfM4G1ZKhv2vvqrhB6mK6Il01grS30RS0b7psWfJgJrIlU1ikWd3NWCHvDEWDFohEnhFu7fbztE2KWZTnh3R6fmtzLH2evE1juCR0CrM7SaHdVtQDLfN1r3Y7TozUDBe5ScbrMfW2/pZznvSoBViFlzuR4nV0LARaqSmanP3GYaSwmsAAAaC9K3BFmtSawTKl7tRL3dLZ2mbHkWqcpfOzawoTPyoX90z52IBF1XixXmsJqd8dUM1a6TiKciQkx04O1Zyrty+1NpkqD9fU7vU1guXuP+giwOoqzQlgzeMp/faMRq+qEpflZrd2BVf85wk/usK3WimQrzGRVrEpwbz7XNL2XNRFgoariBFbxDxczgcU6AwAA7eV0YPFnLkLITGAtHa4+gfX0WFLZCus46TqTCPn3FaYRyiawVpQVuEv5CaOFTg/W9ACr3R1TzVhZ6PFau31c4zMQsJmTCP2bwCp9kW++PvVMeZjQQTiZoYZaq38m3Kr1tfUyyeVU2czQ94hlWc61ptr0j0bpCsMhbuW9f6iMZw1UVWuFkH8NBgCgfdxrNvyZizAyE1gmrHJbOKdH0YilbM7W9rHpU1gpDyuEsbJphCcLK2qrKgRYkrTA6cGafr3iKYTxqtebaeYkxSe3TxQ7sBLtC9iKE1j+BliDhdBtdCqj3ROVO8jczNRNIhZRJDIzBd3wR4+n1b/817dmgGVup8aBAsWTSmfue8QJ1to1gZWrPVVWnMDiz/xaCLBQVcVTCKNMYAEA0G7u0CrFOgFCqDiBNT3AikYsLZpTvcg942E9yJnAypVOYK1cWCXAGqhe5F7smArfBNY61wphOyew5hZOItw16dMKYTp/n+fPSWivwfzXep2HIndzCmIv01cdp8c1yFDtpD7z9a01OdUb9zDJNcMTWJK30xFbUX+F0Eyd8md+LTxzoKpUpQ4sJrAAAGg791/s+TMXYbTVlLhXCLCk4kmEW0amB1jeStyL0wi2bTvhiOmOKmeK3LePl05gpTI552coLKcQSsVJsrU7xp0ps3YGWPMLAd/OKic1NspMYPXFo1rh6vOqx0xgUeDeeUp6oqr8uVRcIaz+9XWCIk8TWDMZYNVfbWxFvdVpBkW8IcBCVakKO8wJRhsBAGg791+gOYUQYTOWzGhPYWpoSYUVQsl1EuGe6St93krcLedjt4+lNJbMyLLknN5XrrhCWBrQmOkmKVwl7svm9ioWsUoKm9u5QuhMqFXoCGuGCbD6E1Gnl2y9hwks89zW18bPFe3hDqWqB1geVghj9SewZrrEXXJNhrVrhbDwOVXvwMq/nQms2giwUFWllJgJLAAA2s/9L9P8ayzCxkxVDfbGqoZCToBVcwKrRoDlejFnJnuWDfdVndxZOFAocS/rwDLrgz2xyIy+GK4nFo1oX1cY1xuPVD21zQ9OwOdTgDXpBFgxrZhvJrC8rBAWJrBqTOggnOJRS1ZhaLJa+OQMQMRrrRDWX9WrV3jeDiaga3eJe7XnoQQl7p6E51kcoVOxxD1KgAUAQLulsqwQIrxMgFVt+koqrhZuqdCBZSYRYjVKvM3fOTO5nKv/qvL0lVQ9oDEF6WFaHzTcfV7tvn/tmsDqS0S1ovB5rN/pYYWw8HzWWyPgQDhZllXSg1WJtxXCwml/NSadKr0Obbeetk9g1e7AKj+4ApWF75kcoZGsFGDF2M0FAKDdptwTWARYCBkTSlXrv5JcE1gVA6z60xXmRV4qk3NuY2WVEwglVwdW2Qrh2FT7C9KbtcLV59Xu+1er5L4ZE4VgsD8RbWwCqxB89dCB1ZES0Yim0jkPHVi1VgjrT2B5OanUb+3vwKq9QsgphN4QfaOqSiXucSawAABou9IOLP7MRbhsGZmUVHsCy5S4Vw6wCv02seovTmMRM4Fla+32fDCyqsoJhJI7oKm8QhjGCSz35zOQmJkAa6fvK4RRJ1h8ek/SCbaqmcpQ4t7JTPBYrYDdTC/VDLDi9YMiL2vGfmv7KYR1S9xLT15FZQRYqKriCmGMZBgAgHYrOYWQP3MRMmYCa2mNCSwTbtU+hbD6S5HikfI5pwNrRY0JrIWFCayd4ynlcsUVnPFk/mcpjAGWe6JsoKe9gc78worl7sm0L3+Pn0ibUwhjGu6Pa25/XJKc0yKrMdOlvTO4Ggb/1Ctgr7TBU870n9VaIXSmNGdyhdBDuXwr6q0QFgdFWCGshWcOVFXxFEJWCAEAaDv3vwCns7Zsm7/QIjxMKLW41gph4X2jUxlnWsfwVuJePIXQdGCtqtGBNb8wYZTJ2RqdSjtvN6cQtjsgakbJBFabA7a5fXFZyj+P7PJhCss9gSXJWSOsF2BxCmFnq7dm56kDy8MEljNIMaOnEJpgrb0rhNWe90wnIBNYtRFgoapUheSbEncAANqvfD2DfzhCmHiZwBrsiamv8ILQvUaYzdkyA1K1StzNi7zNI5MaT2VlWdLy+dUDrEQsoqHefAjk7sHaY1YIe+O1PqVALB3udSbN2h1gRSOWBgoPQXlPWDPMqqAJosx03LodtYvcOYWws9VbszPTS7U7sPLvy+ZsZar82ZaqE/a0w0xNYFUL5dh08oYACxVlc7ayuelFc8UfLP4lGACAdin/CzT/cIQwcSawanRgWZbllLy7Ayz3i7PaK4T59z22bUyStGy4r+ZUh1RcI3T3YI07HVjhC0xi0YgTys1pcweWJA0WLrFjPFn7Az2YKJ/AKhTSr9vpcYWQUwg7Ur2T+pwNnhpfX/fP8VSVP9sC6cByPrc2T2BV6f4zvX+8zq6NZw5U5P7LBRNYAADMrPI/Z/lzF2GRyuScCZ6lw301P9YUuW+pEmAlapwwZqazHt+aD7BqFbgbCwo9TztcK3LOCuEMBETNWFWYXJqJUxLnxPMvjP04iXDaCmGjE1iUuHeknjp1Mp5WCF2vLesFYTPbgTUzJe4mqCoXd9am+fO+FgIsVOT+wY1XOIWwXT/YAABg+p+zrBAiLO5Yu1NSfkVwXn/ttbx9C9NFtz6x03mbe7ogVrMDK/8+swK4skb/lbFgYPoEVnGFMJwB1iF7D0uSls+vHQb6YdBZIfRvAquvEAw6E1j1StzNihkBVkcywWN5r51hppdqrRBGIpYzFFHtNWVx3a56yO23oFcIzevsDBNYNRFgoaJUSYBVfOJgNxcAgPabFmDxD0cIie/dsk6SdNoRe8uyar+4POO5+0iS/veepzQykS9WN3+HjMhWtEYHVvkL15U1TiA0zASWu+OpuEIYzgDrnS/dT98/7wV6wwtWtP1acwoB1g4fStzNKYT98dIVwk27J2s+X7FC2NnMJKP5uSpX7MCqHVDWK4MPYoWw3SXumTorhOZz5XV2bTxzoCJ3gbv7LyfO2Ch/kQYAoG3owEIYbR6Z1A1/3SpJetMx9QOXo1bN17OWDmkqndOP7lwvqfi9XG+wonw6y1uAVZjAGp/egTUTK3rN6I1H9cJnLpyRValBZ4Ww9QmsyUKJu1khXDSnR/2JqHK29NSu6lNYZkKnjwmsjmSC4PFqE1geV/96nLCo2gqhCXtmR4m7bdvO6+uqpxCyQugJARYqcgr4yn7AzA8cqwwAALQPpxAijH5423plc7ZesGq+Dlg8WPfjLcvSuceulCR95+Z1+VPHCocE1RusKD+hcKWHDqyFpgPLfQrhVLgnsGaSM4HlyymEZoUwH0RYluWsjNZaIzQrhHRgdSYTBJufq3LFDqw6AVadCaxUnXW7dqh3n1phnvckKV61A4sSdy8IsFBRteK8hOvY02yOHy4AANqBFUKETSqT05rbN0iSzj5mpeffd+rhyzSvP66Nuyf1u79udaYL6k1guacUIpa3jqhiB5ZrhTBFgGU4HVg+rBAWS9yLj2uxB6t6kTsrhJ3NnOZZdYUwbTrO6k1g1T7NMF34M29GJ7AKoWo7TiEsOX216gph/u0Z/sGqJp45UFG9AEtivBEAgHZhhRBhc/1DW7R9LKm9Bnt00sGLPf++3nhUrz9qX0nSt/+y1vlervIazuEOsJbN7avbqSO5OrBKVgjzP0thXSGcSXN8XCGcKDuFUCquea6tNYFlTiH08PVE+JjDEKoFWGZyqn4HVmGFsEtK3N1TVdVWCIubTgyJ1EKAhYpS2fwPbnmA5S505y/TAAC0R/mfsawQImimvP31R+3bcLHyG49eoWjE0i1P7NCDG0ckeVghdP2dc5WH9UGJFcJ6Bn1aIczlbE2mS1cIJWnfwgTW+p2sEM5Wzgph1QksbyuEvXUmsOr1RbVD7wxNYJWvRxvOBFaOP+9rIcBCRU4BX9mThvvXTGABANAerBAiTP62ZVS3r92paMRypqkasWxun15x8BJJ0jf//KQkLyuExQ8wq2n1mBXCkcm08zMT9lMIZ5LpwJpMZzWRqhxAeDHlmlCpPIFVf4Ww3ooZwskpca97CmGLHVgey+D91N4JLBPIWVVPb3U6sPjzviaeOVCRGXMsT70ty3L+QsF4IwAA7UGAhTAx01cnH7xYS4Z7m7qNc45bKUl6fNuYJA+nELqKjr2cQChJw31xRQvTDbsmUsq6JoUGepj46YkUX6S3MoU14TqBzr0KaErcn9o5WbUr10zccAphZ6ofYJmA0tsKYbUAKx3ABFa9+9SKTJXX1m7m5NU0PdM1EWCholqpt5nC4i/TAAC0R/laBSuECMroVFr/e89GSflVwGY9b8U8HbxsyPl1vcGKeBMrhJGIpfkDhR6ssaTGXC+yTXdPN7MsaYHr8WmWKXDvi0cVca1DLZvbp3jUUiqb0+aRyYq/13QesULYmequEFbZ4ilnVginqpW4FwKfGT2FMF57Kuz/s/fm8W3Ud/7/a3TL8m3HV2zHCUlIICdXEihXCWfLUtot0BQC3R7L9tfdb9vdsqXnttvur8d2290tP9ptv0C5Cj3ZQoFCKTeBECAJkBMSO04cO74t65bm8/tj5jMaSTPSSLY0kub9fDzyAFuyPvOZGc3xmtf79Z4LRkoi+TGPqpyyQwIWoUlWAcvBA+boy0UQBEEQxSD9AroYF9QEYYTfv34MwWgCS9tqsWlJS8GfIwgCbjq7T/k5ny6EfQYFLCAp0IzPRhWXiNMuGAqBtwItGjlh+aIV4A4AdpuAniY5B0snyD3ZhZC2RyViuIQwVxdCgw4sU0oIdUS1uaAuIdTDKbtOGYOug5EgAasqGfVH8NI7Y2Cs8B2fh7hr1S87yYFFEARBVBnxhIjnD44hXHgszLySnsFBT2QJM2CM4Z6XpfLBGzYu0s1uMcqVa7sUh1SuLoS8nMYmQBFFjNBaK+VgjQciyk02dSBMwtf/eKBwBxbPz/K6MkUonlem14lQ6UJIGVgViU8RsLRFHqMh7rnypvh9ZrWUEMbiuUsInap1pj7nM8bw8+cP4fG3houSz1Vp0JGjCvnn3+7Glp+/gtePTBX8GdEs9k9yYBEEQRDVxiO7j+Nv7n4djx4tj0sjJUfEQQ+NCPN4e2gG75yYRY3Ljg+etnDOn+dx2rFFDoF32bM/aOUZSd1NNXm5MNQOI17m5HORgMVJlhAW7sAK6TiwAGCRnFem1YkwwYC47CzxkCOuIuEOrNlIHKKGS4jfH+ZyPLqVEkLtc1skntuxNN/kKmucCzExtyCn7k6oFrAmAlF864978Xf3vYY5+FOqBjqaVyHHJqWa82NTIZy+qKmgzzBSQkhPgwmCIIhq4diUdO6cKtyUMK/w83Cdx4HIbJQELMIURmbCAIClbbWo8zjn5TP/9vwlmA1H0TBzKOv71vc24qaz+3D2SfmVLfJOhGOqEsI6yr9SUJdYFgovIfRqCINt9Xz9Zx5M1VoFlRBWJupunsFYIqO7p1EHlkdxO2mLRTPhGACg3js/xx0jFNeBJX2mI1sJoV3twEoqVQOyGNxZ76HvDciBVZUEY9LJWq822QgRQyHuJAETBEEQ1QF/4hotE50ooghY0sU7CViEGUwGpZvIxhrXvH1mnceJL1+xAkvqs7/PabfhX/7qVFxyakden590YFEJoRbK+plLCaF8vKzRuJlu9RkTsHIJHER54nHawI1C6feajDHjGVg8MF3DgRVPiPDL9fyNJRWwpGWKiwzxeTZqGAmlt9sEZd2qxx8YDwAAeluMl1JXM3TkqEK4rXcuAha3f1IJIUEQBGEF+LkzJpauXCEb/CaAO0fonEuYwVRQcumU8iZyrrQqAk0Us3JODwlYSebDgRWSM7C0SgizhcRzrcLtsKV0LyQqB0EQFNeVPy00Mi4y8KrCnCWEWdxO06GY8v8NpRSwVKLbfJ9zYwa6EKpfj6YIWJIDq6/FeDOLaoYErCqE23pn5yBg8aC5bA6sGD0NJgiCIKqEsCwYRcskH5U/lVYELDrnEibAbyQbaypHwOIlhOOzEczKZUh1JGApJDOw5hLizksItQSs5PpPhwtYVAZV2eh1IlSLUTlLCBUHVuZJd0o+7tR5HEozh1KgFt20nGFzwUgXQul12QWmLiGUBSxyYEmQgFVlMMYQis2HA0v6DC2VWEsZJgiCIIhKJiTXDpZdCaHbmfIzQZSSSe7AmscSwmLDHUBjs1EEotyBRYIJJ9mFcO4ZWJoOLC6QBaIZHdH5AwLqQFjZ+PQELJUYla1UDsjuwJoKmiOc222CIjCF57nbHy8hzCXI8fFjGiWE5MCSoKNHlRGOiUp3glmd9qZGiKZ1P1Ljoo5IBEEQRJXBM7Dm+aFrwaSXEFLjFMIMlBvJiiohlB1AgYhS4kQlhEm4wDcRiGp2kTNCsgth5nrlnx+NixnVIOTAqg5q5fOSX8eB5bLnLhHl95haIe68dLnJBOFcEdaK5MDKJexxgSum5cBqJgcWQAJW1RGMJg8kc3JgGepCSCHuBEEQRHVQTiHuUhCutCC1VEJImEhFlhDKAko4JuKEX+qiSCWESZplUSAhspSsoXzIVkJY43Iozqz0HCyeMejJkY9ElDd6JYTZDBDp8LypsIZQxIXzUuZfcZLCmjklhEpUj/x+fzimuCUXUQkhABKwqo6gKrxDLWblS9YQdyohJAiCIKqMUBkJWHGRKW5qfuNN51zCDCZNdEIUSo3LAa/s8DkiOxfIgZXE5bChXhbGC+1EGJI7nmt1IQT0Ox0qDiwN4YuoHHyu7BlYuToQAkkRU9OBFZr/7qdGyeYMmwtGSwgdssAVF6V1yd1XLT6X0pXY6pCAVWWEVLXHcwlxjxhwYNHTYIIgCKJa4OfPWAIZuS2lRv3kl1+w0jmXMAPFCVFBDiwgKaAMTJCApQUvsxwrsBNhNgdWts9XBCwDDh2ifNEvIZT2i1wdCIGkyKWdgcWFcxMcWE79bK65YLSEUMmalhuqHZmgAPd06OhRZagdWIF5yMDK2oWQngYTBEEQVQIvYxAhmF4irw7CpRJCwkymKzADC0h2whv1Sw4gniVHSCgOqTkKWFoZWIC6E6SOgEUZWBVNri6EhkoIZZErrNWF0MTjDl92reWaC0ZLCB22VAdWPwW4Z0ACVpVRigwsp0NIeQ9BEARBVDrqi9X5vnDNF3UQLu/WRSWERKmJJUTFYVFJJYQA0OpLXV6fjtBiVRSBqdASwixdCAGgVRHIUj8/qghYdAtayfCunulmCR58rnX/mI4nmwMrxJ2fJpQQOvVD3OfizuYPxpw5HFjJrGm5hHCMAtzToaNHlRGKzk8JYTabo8sufbHpYpogCIKoFtTnz1CZCFhuh0055853OQNB5EId8F1fcQ6sNAGLSghT4Oun8BJC6R5Dr4QwmYFFDqxqpNYtHQ/S7zWTJYTGHVhaQpGpJYQ6Ie5jsxFs+Len8NWH3iroc/mDsZwZWLIDiwteAxOyA6uVBCwOCVhVRmoJ4TyEuFMXQoIgCMIChONqB5a5YpFyE+C0ZTyNJYhSwct46j0O2G3Zy17KDV5CyKESwlT4+kl3SBklmMOBxR1eY7PaIe5eErAqmlrZgTUb1ishNJCBlSUsXSkhNFXASl2u7YcncMIfwZ/eHs77Mxlj+PPeEQDAktbspYDOtKgeHuLe20wlhBwSsKoM9RPkQDQBUSxMZIrGszmwqISQIAiCqC7KyoEVS56DnXTOJUxCcUH4Kqt8EJA6dqkhB1YqrXPMwOLHSF0BS+fzY6J0PCMHVmXDv0+BtI730Ty6ECYzsLRKCKX9psFrRhdCbdfz4THJCTU2G0E8zwdKOwYm8fbQDNwOG/769O6s7+UPreIJhnAsgePTYQBAH4W4K5CAVWUE0w4kwQIvwrOGuDsoj4MgCIKoHkSRpVysmi1g8fOr22mnzr+EaZgZpDxXWtMcWDyzh5CYawaW0oXQqS0M8vWf/vk8A8uIwEGULzzEfS4lhMkMrERGttRUQDr2mNOFUDvEvV8WsESWf+ntXS/2AwCuXr8w5wMBXkIYTYgYlDsQ1rodaK7ABwnFgo4eVUa6YBUssIwwYkDAitHFNEEQBFEFpD9pNT3EPZbMwHLTQyPCJMwMUp4r6RlYde7KE+GKyVy7EOYKcdd3YEn/9RgoMSPKF0XAmlMJofQekQFxVcWQunlEownHHo+OA4uX8gHA8EzY8OcNTYXwuFx2eOPZfTnfz0sI4wmmjLmopQaCUFll3MWEBKwqQ10CARQe5B7NEuLOv1h0MU0QBEFUA+mOq1C5ZGCpQtzJgUWUGjODlOcKdxgBgE2grnfptCoh7vk7sBhjSsVHrgysiWAUCbU4QSHuVYFSQpjuwFI9fMmF2oWnfmg0o24eYUJ2HV+u9HD5w+MB5f9H8hCw7n15AAmRYeOSZqzsrM/5fnUGVr885iIqH0yBjuZVRjBNwEpvb2oUIyWEFOJOEARBVAPpAlY4Wi5dCKmEkDCPyi4hTDo3fG4HuRfS4ALTTDie97ElEhfBNSm9LoRNNU4IAsAYMBlMurCSAhbdglYyvhwlhFr3j+moTRJqt9OkqnlEro59xUArxH02EseoPyn2GhWwwrEEfrn9CADgprMXG/obnnsZS4g4MsEdWBTgroaOHlVGuoBVsAMrm4Blp4tpgiAIonpILxk0OwNLqwshnXOJUqMEKVdgCaE6Z6aOAtwzaPA6lc6SE4H8ygjV1R41Lu1167Db0FSTWUZIXQirA97VczYST8mvSj58yS0x2GyCcn5TC1jT8nHHjPJBQDvEfUDlvgKA4WljAtbDu4cxGYxhYaMXm1e2Gfobhz1pFOnnJYTN5MBSQwJWlRFKC3FPt3Yahbfu1DoAUYg7QRAEUU2kl9+XUwaWcoFP51yixHAnRCWWEDrtNjTKy00dCDOx2QQlFDrfMkKet+ty2BQRTAveCXJc9flRKiGsCvh3SmSpXQQVAcvg9lXcTqpzruL8NOm4w5dJfR3QPxZMec/ITO7vDGPA3S9L7qutmxYZdpMlM7BEHFFKCMmBpYYErCojo4QwOjcHllPjy+ZS1eYSBEEQRKWT6cAyOwMr6YJWlxOkd2oiiGIybfKN5FzhAgoJWNooAlPeDqzs+VfK5/OcrYDagSUdz6iEsLKpUQlU6mqfaB4OLOl90ueoRbBJ5bhjjgOLi6tqBxbPouIPlIyUEL7rB/YN++Fx2nDtmT2Gx+fn/FAsgaOTIQCUgZUOHT2qjPSyhzmHuGscgJxUQkgQBEFUEZkh7uY6sKKqDCy3HOLO0jo1EUSx4SWEjd7KKyEEgJZaKeepzoQg6EqgVV4/4/k6sHgHwhwumxaNz+c6hVGHDlGe2GxCshOh6l5T3YDECFzIVOdN8eYRZmXvuTXKGvvHJAFrfU8jAGMC1nPHpc+5en13XmIcv88emAgiLjK4HDZ01HsM/70VIAGryuAnFV5bHiwgxF0UmRLQrtWFkPI4CIIgiGoinOa4Mr2EUN2FUHUjQOddopRMBirbgcWD3H06OU1Whzuk1BlVRlDuNXI4sFp9+hlYHgcJWJWOzy1tQ3VcTbL8Pc8SwpQMLJNLCJ2ZZY3cgbVhSQsAYDiHgDU0FcLuCclJ9bFz+vIa3yE7sN49MQsA6G2ugS1Lqa4VIQGryuAnlQV10lOPQhxY6myrbF0Io9SFkCAIgqgCMh1Y5VFCSAIWYSbJG8kKdWDJnfaohFAbvn7GAvk5sHhmoF6Au/L53IEVyHRgUQlh5aPViTCZgZVvCWHyHMy7VpZTiPthOQNr4+JmAIA/HEcwS0zPfdsHwSDg7CXNWN5el9f43DxySHZ99VH5YAZ09KgyeF06F7AKCXHPJWApJYSUgUUQBEFUAeFyC3FXBeHabYISlEznXaJUxBKicmNqVinPXFncKgUfL2zymrwk5UmxHVhKBpbq83mIe66/Jcof3t1zNpxZQqhVwaOF4nZSiUVKiLvpJYTSXGYjcaXRwaruBiX7LVuQ+1P7RgEA153Znff4DltqpVNvMwW4p0OPJKoMxYElP/UoJMRd/YRX6wDEv9gxehJMEARBVAHheJoDK2p2F8LUHBGX3YaQmCAHFlEy+E2kIAD1FSpgbdnQi77WGmyUy36IVFprM7sEGiFoNMTdp5+BRSWElQ93YKnvNfN1YHk03E6mlxAqXQilZeL5Vy0+F+o9TrTXe3B4LIDh6bAikqtJiAxHJiTH1uqFDXmP73Sklgv2tZIDKx1yYFUZoYwSwvwvwvkFsstugyBk1twmSwjpQpogCIKofNIFq7JxYHEBSyMnhCCKybQc4F7vcSoOwErD47TjvSvac5a6WRVFYMq3C2GMlxDmyMCqzexymCwhJAGr0tEsIcw3A0sjb4qXEDaVSRdCnn/FOwG210vfmxN+7RysoakQYgkGu8DQ2ZB/+LrTlirP9DaTgJUOCVhVBGMMQfkAwDuLFFJCGMvSgRCgEkKCIAiiuuA3ZDyUtnwysKTl4efjGJ13iRKhlPFUaIA7kZs5lxA6DWZgyZ8fS4gQmSSGUgZW5aNZQphIffiSC8XtpFFC2GCyA4uXEA6MS26qPtltxTsCDk9rC1hc8Gr1oCDx32lPc2C1UAlhOnT0qCKiCREJucX2nELc49kFLOpCSBAEQVQTvFSAP/E124GVfh7m5fx03iVKxWSwsgPcidzwh91jsxEwZrwxUzBqzIHFBbLZSBzhWCKl2ys5sCofpYQwxYHFy9+NbV/F7aQ6506bnYGlLJO0vx6WSwgXy0JSOxewdDoR8pLDBZ7Cmp05VPE9dptAGX4akIBVRahLILhttxAHFn/ym64Ac/iFdCzBkMf5jiAIgiDKEi5YNctPfNO7EpYa/uQ3vYSQnM9EqZjincAqNP+KyA0XmCJxEYE8cv9CBjOw6twO5Z5hPBBVjmuAcYcOUb4kSwiT2zWadxfC1PL4WEKEX753NauEMH2ZuCC1qDVVwDqhE+LeLzu2WvOvHgSQmj+9sNGrVD4RSWiNVBH8iYjTLihPzIIFBNFGc5QQqr9YCRKwCIIgiAqHPwDi5VJmO7DSg3DJgUWUGrODlIniU+NywCu7TfIJcjfahVAQBFWZYkRxYHmc2hm7RGVR5+ECVkz5XXp+Yy64U4s7sPhxBzCveYQiYMnLxAUp7sDqaCi2Ayv53eC5W0QqJGBVEcmadLuS4zGnEkIdxVctbMVJwCIIgiAqHN6FkD/xNT0DK6adgUUCFlEqzA5SJkoDF5jG8sjBChksIVR//vhsVHkwQB0IqwOfvP0DKgcWd9npmSDSSXc78fyreo/DtOYR6hB3fziGMVncXdSaGuKul4F1eJwLWIWNr3ZckYClDQlYVUTyhOJArUZdslGS2RvaJxj1QYmqGQiCIIhKh58/m8rGgaVdQkhdCIlSoQQpUwlhVZMMWi/EgZW7uyPvdDg2G8lwlhKVzXx0IUzv+MdLl5t85gnnblXJPs+/avG5UO+RjoVKCaE/nJEdlxAZBickx9YCb2EuD3WEz6JmCnDXgo4gVURQVZPODyrBaAKimN8XKFeIu90mgIvi5MAiCIIgKh2eedWoOLDMFrDSHFjU/ZcoMVNUQmgJWmWhYDxg3IHFO57XGAhiVxxYAXJgVRvJEkKVgJV3CWFqx78pkwPcgWSIOwAcGJkFkOxACABtdZKAFUswTKR9b4amQoglmBTnU6AGRw6s3JCAVUXwE4rXZVccWAAQiObnwuIXyO4soXFc3KKHwQRBEESlE1G6EHIHlpj3w595XZ70DCwqISRKzBSVEFoCdUaVUYyGuAPJTofjsxGlNNtDDqyqIL0LoSiy5D2kUQFL3hd4PhoXzhtMPO6ol33/8AwAoK8lKWC5HDa0yMLvSFqQO3ds9TbXoNAKSEeKgEUOLC1yez+JikFdk+522GC3CUiIDIFIAnUe40p2LEeIOyA9DQ7HRHJgEQRBEBUPd1w1qdwmkbiYM6S4WKRnUTqV7r8kYBGlQSkhJAdWVcNLCHcMTOJ/dx5LeW19TxN6NRwgRkPcASg3+uOzUSUUm0oIq4P0EkK1Q9htwJ0HqEsIuQOLC+fmHXcccqWRyIB9w34AQF/a96C93oPxQBQjM2Gc0lWv/H5Azr+S3j9d0PjqEsLeZnJgaUECVhWhrkkXBAE1Ljv84XjeQe6RHCWE6tfoYTBBEARR6SRLCJMXzcFo3DQBS8nAkm/03OTAIkpMOZTyEMVngSxgPbN/FM/sH015raPeg223vjejY6A6czcXXCAbC0QRlo9fXoPiBlHepOctqzMa8y4hjKWGuJt53BEEAR6nHcFoAvu5gNWa6oTqaPBgz/GZjE6Eh8ek/KtFzTVAgSYPLup11HtMuwYpd0jAqiIUS6+849e6HfCH40o2llH4BbJaAU6HPxUmBxZBEARR6fBslhqXA06BIcYEU3OwqAshYTZUQmgN3r+2E68dmVS2NwAwBrz07jiGZ8KYCcczgvyDBXUhjFAGVpVRm+bA4g9ebILkYjICP8fxTsBTIWk/bDT5uON22BCMJnDCL5UILk4TsHgnwpE0AatfdmAtaqkBxgobe83CBly/sRdnLW4p7AMsAAlYVUT6CUWrO4QRcnUhlF6TLqapmoEgCIKodPiNlddpg9MOxOLmdiJMD8KlEHeilETjIgLRTFciUX201Xlw25bTMn6/9htPYDoUw8hMWEPAku4rjLhDWn08AyvpwKISwuqA32fGEgyReEJ58OJy2DJce3qkO7Amg+XRPEIS1mLKz+lh6rwToZ6A1ddSg6kCBSyH3YZvfWB1YX9sEegIUkWk16Qnw/XyuwjnF8iuLCHuTsWBVWBCHUEQBEGUCbwkxuO0w2XjvzNHLNIKwnUpnZpIwCKKz7QcpCwIyCtDlageuMNkeDqc8VooVoADK0AOrGrDp9r+gUgio3uuEZIZWNLfTpeLgKUSWVtrXRnHwaSAlQxxjydEDE7IJYTUPbCokIBVRaSfUGrd0n8DBTuwKAOLIAiCqG4YY4ozIEXAMsmBpRWESyWERCnh5WQNXifshbbSIioaPYdJLCEilpDyQ2qcuQt5muUQ91iCYVQux6IuhNWBw25T8sxmw/FkdqPB/Cv1e7m4WU4lhJw+jU6AHfL3Qy3wDk2FEUswuBw2dMqvE8WBjiBVRNLSK51QfK65lRBmOwApJYSUgUUQBEFUMLEEQ0KUTmZepw1OkwUsrSBcErCIUsJb2VOAu3XRE7B4tQdgrITQ47SjTq4IOTYlfZbRDnVE+aOOq4kUUCLK38v/djJQHscetYtskYaApfX9UPKvmmtgI+G/qJCAVUWkZ2Cld4cwilJCmEXAUkoI6VqaIAiCqGDUQpXHaQe/JwtFTXJgySdWQRWEy8+5McrAIkoA7wTWQAHulqVDo0QKSB4XHTYh632CGl5GODQVAiA9KCCqA6XaJxpXGSCMC5T8vdy9xcuXzXZgqV2Ci1szywF5ie14IKrMOxngnil4EfMLHUGqiJBOiHvBJYRZMrD4U2HqQkgQBEFUMrx0wW4T4LTb4LSxlN+XGnWAOw/CdZMDiyghk0oHQnJgWZX2BrlEKsOBZTzAndNSK93scwcWZWBVD7Ue2YEVjmc0HzGCR+XAiiVEpWrI7GOPWoTra80UpJp9LuU++YRf2q8Pj0kClpbgRcwvJGBVEUqIu2zNrZFV8dlCQ9yzlRCSA4sgCIKoApIdCOW8qTIpIVRfQFMXQqKUKEHKVEJoWdrrJNFJr4TQSIA7p8XHg9wlYZS6EFYP6riaSKyQDCxpPwrHEorzsxyaR+TKwBIEAW31qd+RgXEpwF1L8CLml7I7gjz33HO48sor0dXVBUEQ8NBDD6W8zhjD1772NXR2dsLr9WLz5s04ePCgOQtbZiQdWNLBpFb+L39aYhT+hNdpqAth3otJEARBEGUDF6o86QKWSSWEWkG4lIFFlJJyCVImzKOjQTsDK9kwKneAO4c7sDgeysCqGtRxNREDTcDScas67PLmEfUe85tHqEVWPUEqvRNhv+zA0hK8iPml7ASsQCCAtWvX4rbbbtN8/Xvf+x7+67/+Cz/5yU/wyiuvwOfz4dJLL0U4nNnm1WoEY5JQlV5CWGiIO3UhJAiCIKodLlTxUoZyCXFXX0C7VBf5BFFsJsuklT1hHjwDa9QfQVzl/Eyv9jBCa22qEOrJQ+AgyhulhFAd4p5PBpa8HzEGjM5KQpDZ5YNAcg6ttW5FpEtH3YkwnhBxZIIcWKXCuHxeIi6//HJcfvnlmq8xxvCjH/0IX/nKV3DVVVcBAO6++260t7fjoYcewnXXXVfKRS07lJPKXEPc8xCwqAshQRAEYQTGmJLpVE6EY9I5TykhtPPfmxviTiWEhFlQCSHRUuuG3SYgITKMzUYVR1Yomvqw3NBn+VIFLOpCWD2ozRL8/jO/EsLke7nbrxyaR/AHWn0t+nlWigPLH8bQVBhxkcHlsKGz3oNEIr97byI/yk7Aysbhw4cxPDyMzZs3K79raGjAhg0bsG3bNl0BKxKJIBJJdtGYmZkBAMRiMcRiseIudJHhyx+LxRCUhSqXjSEWi0EWxeEP5zfPsOzksoPp/p1dvgeJizBtHarnTmNX/9hmj09j0zansQvnX/+4D88cGMVDf7cxZ7ZFqec+G5auDzxOG2KxmFJCGMjz3DlX+FiBsFRG4bILyu/sgvS0KBKLF2WZ6HtOY6uZDEjfiVq3vWjLVq5zp7GTtNa6MDITwbGJWbTUSOKEXy4v5cdLIzR6U283+X1KKamk9V5JY3sd0g2hPxSFTz55OlXnrlzj21jSCXFMdjA1eObnuDOXufMOwL3NXt2/b62V9uvjkyG8MzItvb/Ji0Qibuo2rwTmul4ExljZemgEQcDvf/97fOADHwAAvPTSSzjnnHMwNDSEzs5O5X3XXHMNBEHAgw8+qPk5//Iv/4JvfOMbGb+///77UVNTPZ0Cbt1uRzAh4Na1cXTUAHsnBfxknx0LaxhuWWv8SfJte2w4MG3DDUsTOGOB9u7x28M2PDdsw8ULRby/l54IEwRBEPp8/TU7pqIC/v7UOJbWm700qewcF3DnATtOqmP4h1UJPDYo4PGjdpzTLuKaJaU/v705IeDn++3oq2X43Grp3L1rXMAdB1J/RxDF4nu77DgWFHDzigRWNpXtbQJRZP7jTTsGZgV8/OQE1jRL+8ELwwJ+fdiONc0iPn6ysePjwWkBP96TdF3RflU9/OmogEcH7djUJmKBh+EPR+w4a4GIjy41fu78x5ftiDMB53WIeG7YhtNbRWxdZu695RvjAu47aMP1y0Ssa9HeV3eMCrjnHTuW1otY28zw2347VjeJ+MQKui/ORTAYxJYtWzA9PY36+vwvCivKgVUot956Kz7/+c8rP8/MzKCnpweXXHJJQSutnIjFYnjyySdx8cUX45+2PwOA4bLNF6Kr0Yv2gUn8ZN+rsHtqcMUV5xr+zHuGtgPTUzjz9PW4fFWH5nt2P74fzw0PICECF198MZzO0tvM1XMv9fg0Nm1zGrv6x6ex52/sr+38C4A41p52Js5fvqDk42cjunMIOPAWutpbcfHFa/DUXX8GALR1LsQVV6wu+vgcPu+Vq1YD+/egfUEzrrjiTABAzYFR3HHgDdTWN+CKKzYWbWz6ntPYAPDdPc8BCGPz+WdjbXdDyccvNjS2sbEfmdqJgb0n0LPsVFyxoRcAcPzFfuDwASzuMX58PDgyix/veUn5edNZp+PsZW0FzaFQKmm9V9LYIy8N4NHB/Whu70LfAh9w5F2c1NeLK644xfD4X33jL5gJx+Ft7gCGT+CUpX244ooVc162ucz9CgD/nBDhyNLQrOXwBO55ZwcSzlrUdrYC/Udw1imLccVlJ5t+Ti13eDVcoVSUgNXRIYkpIyMjKQ6skZERrFu3Tvfv3G433G53xu+dTmfV7FSCzY6YHEhVX+OB0+lEfY1UmxuMJvKapxwHghq3S/fvPHL3kTgzfz2aOT6NbQ5WnbtVxzZ7fBp77oSi0oklkhAMf2ap5h5VznkOOJ1OJQMrkmCmrPs4k0oXPE6HMn6NW8oEiRV5meh7TmMDwHRIKu9orfMWfbnKbe40dpLORi8AYDQQU97PY3V9HuPL396YWu3i87rLfu40tjF4XlUoJiqNvbyuzLGyje922oFwHCdmpfLUZt/87h+Fzj3XnyxsrgUAjPgjODIRAgAsaatLGcvsc2q5Mtd1UlFtIBYvXoyOjg489dRTyu9mZmbwyiuvYNOmTSYumfmouyVlhrjnV24QMxLibpfGiJMDmCAIgshCPCEq4eOBaPkFmya7EErnNaULYdTkLoSOzC6EFOJOFJtoXERA3vebyiBMmTCPdqXLWjJHWOl4nkcQe2ONCzZV/w7qQlg91LolIWI2nOxCmO3+UQt+rjsxUz5dCI3QXi+ZY4LRBN48JjmKFrdQB8JSUHYOrNnZWbzzzjvKz4cPH8bOnTvR3NyM3t5efPazn8W3vvUtLFu2DIsXL8ZXv/pVdHV1KTlZVoV3ILQJyQOBzy2dXEKxBBIig91mrPsTv0DOdgByyqF91NGbIAiCyEZQ9YAlmGdX3FLAL7qVLoRcwDKpC6EiYDk1uhDSSZcoMlNySLcgAHWesrtNIEoIF7BO+MPK77iwn08XQrtNQLPPhTHZYePJ42+J8obfa85G4ojEpX0jny6EQPLhEe9C2FghwnmNy4E6jwP+cBxjs5L41tdKAlYpKLsz044dO3DhhRcqP/PsqhtvvBF33XUXbrnlFgQCAXzqU5/C1NQU3vOe9+Dxxx+Hx+Mxa5HLAn6hXeNyKG3KeWtTQHrqXZ+j8xOHXyA7s9T98otpupYmCIIgsqF2MgVMcjVlI92BlRSwzDnBRWL6DqwInXSJIjMVlMoHG7xO2Aw++CSqkw7FgZUUsPgDc68rv1vIFp87KWCRA6tqUKp9ovHkuctZmAMrLkplPQ0V4sACpO+IPzwLQJoH/84QxaXsBKwLLrgA2RojCoKAb37zm/jmN79ZwqUqf5InlORTDbfDBodNQFxkCETyF7CyKej8tQSVEBIEQRBZCKpEq2A5lhDG0koI5dNo2CSxTescrJQQxstPACSqCy5gUfkgwUukhmfm5sACgJZaFzAi/b8nj/JDorzhZgl1CaHbkd/2Tb/frKRjT0eDBwdPSALWopYaEv1LBEngVYLWCUUQBOXAEsijbMNQCSF3YJGARRAEQWRBLVoFy9CBFZYFrGQJoXRiM6uEkJ+D1TcBSgkhZWARRWYqKLlkGryV44IgikN7g+Qm8YfjynGc/9ebt4CVbKZFDqzqgTuwZiNxQwYILdIFr8YKOva01SUdV32Uf1Uy6AhSJQTTLsA5yQOL8QtxfgByZSshdFAJIUEQBJEbdQlhMM+mIqWAC1VeuXawXDKwXBoOrBjZnokiwx1YjRVUxkMUhzq3Q3kwPiIHbAcLdWD5JFeNAJZ3yDdRvvD7zEhcVJq05J+Blfr+Sjr2dDQkhVnKvyoddASpEvQsvTxcLy8HlpEuhEoJIVklCYIgCH2CKRlY5VdCGE4vIZRPfWaVEGoF4fIHSgmRISGSiEUUDx7iXkllPERxEARBCXLnAdvJzN38BKzWWml/ctigZPUSlY86b3lczjhz51kiqnZgCQIMR96UA+rMK3JglQ4SsKqEpICVGmvGf541KGAxxvIrISQHFkEQBJGF1Ays8nNgheXg2cwQd7O7EGY6sADqREgUF3WIO0HwHCwuYCmZu848Q9zlEkIX3XlWFS6HTTk/TQQkAStbBY8W6nNdpTWPaFMLWK01Ji6JtaDDSJWglBC6tEsIjQbnqssTjDiwKAOLIAiCyEYoljz/5OMGLhWhaFoGlnwajYsMMRMyp5JdCFUZWDkErNlIHP/6yB68cWSy+AtIVDWTVEJIqGhP60RYcIi7XEKYZ4M6ogLg95pcwMq3C6FHda6rpPwrgBxYZkGHkSohVwmh0QwsdUBsNgXdTQ4sgiAIwgDl7sBK70KodgiY4cKKaAThOmwCeNVNJJG5TE/uGcb/feEw/uupgyVZRqJ6maYSQkJFh1JCyDOwpIcQ+QpYi+V8oAbaraoOfq+ZbEBSuAOrscKOO73NNXDaBTT7XCliFlFc8vN/EmWLXqhivl0I1U92swlYTnJgEQRBEAZICXEv4wws7sCyC4BNAEQm5WCVOo9Dq5OTIAhw2W2IxEVNBxbPHhmXn4ATRKFQiDuhJj0DSykhzFPAWtZehztuPA2Hd2+f3wUkTKfW7QQQUn5O7yqYC/W5rtKOO00+F+7/5EbUuh0VVfpY6ZCAVSUoXZTSatJrCxSwHDYh6xfRRQ4sgiAIwgDl7sAKp3UhFARJzApEE6Y4sJSn2GlBuC6HvoA1E5bO8Vx8IIhCmaQMLEKFUkI4E0ZCZIpDND1z1wjnLm2F/8C8Lh5RBtS6U89VeTuwKriEEADO7Gs2exEsB5UQVgn6JYT5hbgb6UCofp06ehMEQRDZSOlCWI4ZWDHe9S95/uTlhGaWEKa7oPnPMY0T70xIEh2mQyRgEXNjOkglhESSjoZkiLv6eJhvCSFRvag7EQKAJ98MrAouISTMgQSsKiFXiLthB5acrZFLwKIuhARBEIQRQqqywWA0AcbK68lHSKMkxitfUIdMcIxF4rKglnYTwM/LWg4sv+zAmgnHkBDLa/0SlcVUiEoIiSTcgXViJoKgfC8hCPm7bIjqpTZNwMq/hFDlwKLjDmEAOvpUCboOLPnngMEQd70nv+m4KQOLIAiCMIDagRUXWUqzkHIgLJ/3vM4ycWDFtINwFQFLI8R9JiyJDowB/jC5sIjCiMQTyve10UtOCAJoq5MErGhCxLEpKeeoxmmHIFDeDyGRLmDlMkGkkxLiXoElhETpIQGrStALca8pdglhed2HEARBEGVGME0EChp8oFIKEiJTznselYDF3VhhU7sQpmVgyQ+WIloZWKrSQcrBIgplWt53bAJQ56GYXEK63m/xSWJm/3gAAOAtIP+KqF7SSwjzded5VOe6Jh8J50RuSMCqEpQQd5d2iLvRzk88W8NoCaEIgcoVCIIgCF3Sy/DSBS0zUQtUmg6saOmf0mh1IQSylxDyEHeAcrCIwuHlgw1eJ3XUIhR4GeHhUUnAovwrQs2cSwhVDixqHkEYgQSsKkEpIXTqhbgbu2GIGiwhVAtcWhfTBEEQBAFkPkAJllGQu1rAUgtGSgaWiQ6s9CDc7BlYKgcWCVhEgUwGpAB3ClIm1LTXS0Huh8ZIwCIymXMJoer91DyCMAIJWFWCXgkhb22ab4h7LvunWuCKUR0hQRAEoUO6AytgQjC6Hlyg8jhtKY4TMzOweEaYXgmhVoZYaglhtIhLR1QzFOBOaNHRIDmwkiWEJGARSdQlhE67AHue7k0KcSfyhQSsKiGk04XQl28XQvnJrjOHA8tpTx6cyi2QlyAIgigfguklhGXowPKkuZd5OWHYlC6E2lmUeg4sUWTwR6iEkJg7PAOLgpQJNTzInUoICS1qVXl5+ZYPAukh7uTAInJDKXxVQtKBlbpJfa78Qtz1LpzTEQQBTruAWILhz3tHsaDer7xW73Viw+KWvBV4giAIovrg5yebAIisvBxY4VhmB0LAPAdWgkHJlczIwJIfLKW7nmejcTBVFOU0hbgTBTIpu/eojIdQwx1Y/NjtddLtI5GEV/sA+Qe4S38j/T01jyCMQntJlcAvsjNLCKVNHImLiCdEOHI4q4wKWIB0wR9LxPHVP+zJeO1H167DB9YvNLTsBEEQRPXCz0/NPjfGZiOGm4qUAsW9nOHAMicDS22uyigh1HFg+cOp65MysIhCUULcqYyHUNEhh7hzyIFFqPGpzBP55l8Byf2pqcZFzSMIQ5CAVQWITPUUWaeEEAACkQQaarIfWPKxj39u81Lc8+xeNDc3QRCkA87gRAjDM2EcGPHn+GuCIAjCCnDBqrXWJQtY5ePA4vlcbp0SwvT8rmITU2lTeiWEkTQBayZNsJoiBxZRIFPKNSA5sIgkbXKIO4cELEKN+l6zEAfWye112LKhF6u6GuZzsYgqhgSsKkB9wZt+UnE5bEqpXyAaz/lUbVzuQNPsc2d9HwBcv6EXzeNv4YorzoLTKX3ufz91ED948gDGZylEliAIwuqIIlMesCyoc2PfsN9wJmMpCCsOrNSLbl5CGDbJgaUVhKsX4p4uYE2H6PxLFAZvANDkIwcWkSTdgUUh7oSaujlmYNlsAv7t6tXzuUhElUMh7lVARHV97dE4cOQT5D4RiAAAWmoLe/rWUisJX+Py5xAEQRDWRV2C1yqfH8rKgaXTAIX/XOoSQv5ASusmwGgJIYW4E4XCHVgNFOJOqGj2uVKaN5EDi1CT4sBykrRAFB/ay6qAqHwt63XaNWuH8wly586pZl+hApb0d2PkwCIIgrA8arGKn1cCZZSBpXQhdKSHuMsZWCUW2+JyGLtWGYaegDUTlkQH7tCiEkKiUHgGViOFuBMqBEFQOhECmQ2jCGtTO8cSQoLIF9rLqgB+fa33RKRWcWDlvhDnJYQtBQpYrbKARQ4sgiAIIhRNhqTzp7RBA+eiUsHLGz3pDiyTuhDGFQeWhoBl1xGwZNFhYZMXAIW4E4WjlBBSiDuRBu9ECGQ2vSCsjdthg0M2UBRSQkgQ+UICVhWgOLB0BCyf3N7UiANrggtYhZYQytlZlIFFEARBBGPSeafGZYdPPkeVkwNLrwuhWRlYvIRQq5MT/10sPQNLLiHsaa4BIDVjYYwVcSmJaoVC3Ak92lVB7lRCSKgRBEF5QEUOLKIU0F5WBURESfXWO6Hkk4E1Pis5p4yEuGvBha9gNFFWrdIJgiCI0sNLCL0uO2rkc1Gpy/KywZfFk5bbwUPdS56BxfSfYuuFuPvlEsIe2YEVTYiKs4wgjBKOJZT9PVfDH8J6tKuC3CnEnUiHV/toPXwhiPmG9rIqgN8LeHVq0pUSwhyCUjiWQED+sEIdWLVuh3LwIhcWQRCEteECUaoDq3wErHA8uwOr5BlYvIRQIwiXn1sjGSWE0rm9s8GjlHFMUSdCIk94+L/dJqDeQxlHRCrqToSUgUWkU0sOLKKE0F5WBfASwhqdmnTuwMpVQsjLB512AXXuwk5OgiCg1cdzsOgCmiAIwsokHVgO5aYnaMANXCrCUW0By6uUEJbWyRTLloGVI8S93utEo+ycoSB3Il/UHQgFIbMhEGFt2lMELHJgEanwuBrKwCJKAQlYVUCuEHf+1DtXcC4XsJp9rjldvLTU8hwsCnInCIKwMryUvMZpVy5wy8mBxUum3DoClnkh7holhLkELI8TDV4SsIjC4AHujV4qHyQyoRJCIhtKBpaGe5gg5hvay6qASM4Qd2MOrDFZcGopMP+Kw8sPqYSQIAjC2qhLCPlDlnLKRwzJlqeMEkKXnIFV6hJCOXs9axfCjAwsaX3Wex2KgDVNnQiJPJnkAe6Uf0VooO5CSA4sIp06D5UQEqWD9rIqIKcDy2CI+1w7EHK4ADYWIAcWQRCElUkJcXfxc1H5OLB4l8H0B0BqB1YpO/rFDGRgZTiwZLGqzuNEY410/p6uggysT9/3Gq756TYkxNJ2VGSM4VN378CWn70MscRjmwnfZ/g+RBBqUroQOikDi0jF5+ICFombRPEhAasKiCpdCOcW4q4uIZwLreTAIgiCIJAswZNC3HkXwvJxYHEBK70LoUflyEoPTS8mfCjutlKjOLAySghlB5bHqZR/VXoJYSSewKNvDmP74QkcnQyWdOzZSBxP7BnBS++OY9RCUQh8n6ESQkKLGpcDpy9qQneTF+0Nc6vUIKqPMxc3w2kXsK6n0exFISwASehVQLILYa4SwuxPvcdm50fASpYQWufCjyAIgshEycByOVAjZ2AFYwmIIoPNZn5QdEgnxN2jKoMIRRMpglYxiRnIwIqpSggZY/ArIe4ONPAQ9wovIeRlkQBwwh/BohZfycZWP3zzh2Mp2T/VTLKEkBxYhDa//ttNiItMORYRBOeaM3rwV2u7SnauJKwNHYGqgFxdCGt5cG7OEkJJcGqtnWMGllxCSF0ICYIgrI26hJA7sBgDwvHyKCPky5F+0e2w2xTHUymD3OOyozpbCaHaERaOiYglpDI3dYh7pWdgzaiW/8RMaR+GjaviD6ZD5eMWLDbJEkJyYBHa2GwCiVeELiReEaWCjkJVQMSgA8toBtZ8ObDGqISQIAjC0igh7k47PE4beIPbcsnB4sundeHNywpLKWDF8gxx5x0I7TYBNS67Uv41XeElhDMpDqxwScdWX7vw9WsFpijEnSAIgqgASMCqAhQHlk4Gls9gBtZ8lRByBxeVEBIEQVgbtQNLEATFKVwunQjDOl0IgeRDoVJ2IowbKCFUZ2AlA9wdEARBKf+aqvAQd79KODrhL7EDK6WEsDz201IwGaQQd4IgCKL8IQGrCkgKWDoOLIOdn7gDq3WuXQjlv58IRC3VwYcgCIJIhQtY/AFLjbu8OhHqdSEEkqJWuKQlhNJ/NR1YWgKWKsAdQDIDq9IdWKrSvdGSC1jJ8WYqvBQzHyjEnSAIgqgESMCqAqIJqSZDv4RQ+v2s4RLCuWVgcQdXXGSWst8TBEEQqYRiPMRdOg/5uKspVh7OFl4e6NFwPPGyQlNKCDUysLiopVVCWO+VhMGqycAy04EVsGYJId9nqISQIAiCKGdIwKoCIjkcWLXyE+9oXEzpXqQmHEsoAtdcSwjdDjvqPNKYlINFEARhXdQlhEDSiVUODizGWFLAcmVeDplZQsjzrtQ47VlKCN2S6FAtGVgpJYQzpc7AUjuwykNoLQW8hLCJSggJgiCIMoYErCqAX1vrlhC6k9lYekHu3H3ltAuo92hnaeUD5WARBEEQSog7d2C5yycDK5oQwWTHk2YGlhkOLF5CqLE8vIQwltAoIZQdWDy/yB+J6z6wqgTMLSFUZ2BVthBolHAsoeTBNZADiyAIgihjSMCqAngGltepLTw57TblwlevjFDdgVDgbaLmQIvs4lJb8QmCIAhrEUwTsMrJgRWOJgUerS6EZZeBZecCFlPyJbnAwjOw1A+gKjm/SV26Nx6IllSMGw+oHFgWCXHn5YN2m4A699wfYhIEQRBEsSABqwrI5cACkmWEejcN4/OUf8XhQe7kwCIIgrAuSgmh/ICFn6fKwYHFnVUOm6CU56nxmFBCGBOlB0jZuhACyRws7lSqkwUsh92mCBCVnIOVLr6NlfBaQu3AqmQRMB+UDoRe57w8xCQIgiCIYkECVoXDGMvZhRDIHeTOhaaWOeZfcVrkEsJKysD6854R/H/PvAPGCuuc+NNn38Xjbw3nfN/uo1P4fx/dWxY3cARBEMUkFE0NcVccWCUUhfRQOhBquK/Uvw/FSuf+ifMQ9yxdCAGVgJUW4g6oOhFWsPjiT3M+nZgpjYCVEBkmgtYrIeQdCKl8kCAIgih3yCdc4UTiIhiydyEEeHlBCFNBbUGJlxBy59RcaVVKCCvHgXXr79/EqD+CC09uw8rO+rz+9t3RWfy/j+1DY40Tl63qyPreHzxxAM8eGEVvSw0+umHRXBaZIAiibGGMIRjTy8AyX8DiDiytvCnAnAwspYRQowuhOtidB7lzoYeXEAJSF7mjk6GKDnJP7/5XqhysyWAU6mdYVikh5AIWbwJAEARBEOUKObAqHPVNAH+yrUVPUw0AYGA8qPn6uCoDaz5oUULcK8OBFY4llAvko5OhvP9+ZFrqkjQVjOm63DhHJ6Vt8PrAVN7jEARBVAqRuCokPc2BFcxxnCwFXJjyanQglH5f+gwsJcRdo4RQEARFxOICFi9xq1cJD41e6Tw+FaqM868WvDSSi4gnSiRgpV+zWKWEcIo6EBIEQRAVAglYFQ6/AHc5bLDb9HML+lp9AICB8YDm6/NfQsgzsCrjAlr9dHe4gJbdY6qw+uHp7H/PSyF2Dk7mPQ5BEESloPWAxSeLQpVQQsiD3UuZgcVLCF0aJYSA1CkYUAlYslOpThXe3iCLWZXswOKle0sWSNcuJ/z5n5cLgV8LeWQHXLoTrFrh5aZUQkgQBEGUOyRgVThKhyedC3BOX4vkwDqs48BKlhDOU4i7HAY/ViElhGrRang6fweWOqw+m4AViMThl50H744GKjpklyAIIhs850/9gMVbRiHuxjOwzHBgaV+ecWErGeKe2oUQqI4MLF66t7StFkDpHFj8YVRfiySchWOiIhZWM8kSQnJgEQRBEOUNCVgVDn8ynC3/Ckg6sPrHdBxY81xC2FphDiy16DQ8nf+Fsnqe2Rxc6a/tPjqV91gEQRCVAD8/qRuM+HJ0xC0lIbkDin4GlnSJZEoGVi4BKz0DSxXiznOMpirUgRVPiEop/tIFsoBVohB3/jCKC1iANYLckyWE5MAiCIIgyhsSsCqcUI4nyJzFsoB1dDKo+TSRCzDz3YVwOhSriKeXI2oH1kwBDqyA2oGl//cjaQLWziNTeY9FEARRCWg5hGsqyYHFM7BKWEKoOLB0linDgRXOdGA1yiJEpTp81TmSS2QBa7RkJYTStVB7vRu1sthqhSB3xYFFAhZBEARR5pCAVeEENZ5wa9FW54bXaYfIkiHiaibm2YHV6HWCR3JN6nQ+LCdSBKwcGVZajBl0YKULWG8MTuU9FkEQRCUQ1HAI+3iIexlkYOV6AOQpcQkhYwxxJp04dR1YqhD3SDyBsKx4pZQQeitbwOKuMq/Tjq5GD4AShrjLD6Naat1KrpglHFhy4H8DhbgTBEEQZQ4JWBWO0RJCQRCwSM7B6k8Lcg/HEsoTz/nKwLLZBDTzHKzZ8s/BGpkxlmGlh9EMLD4Od8TtHJwCU/fsJgiCqBJCMem8ou6QW+MuPwcWD+xOp9QZWNFE8lygX0IoLVM0LipCDwDUpoS4y10IK+DhkRbTSmdFB9rqJQFrbDYCUSz+uZI/jGqpdSmiIO+IWM1wBxaVEBIEQRDlDglYFU4wZizEHUiKJv1jqQ4s7r5y2gXUqy6C50ol5WCpXVOBaCLvJ67jAYMZWLK4deHJbXDaBUwEohicyL9kkSAIotzJ5sAqjwys7A+A+O9L1YUwGk+O43bkKCFUCVh1bkdKF+LGCg9xT3ZWdGKB/FAtlmAlmU+yI7NbyRWzQidCCnEnCIIgKgUSsCocow4sAFgkh5KmO7C4gNVU44IgCBl/VygtXMCqgE6E6aV9+bqwUkLcszqwpNd6m704pbMeAPDG4GReYxEEQVQCWiXuZZWBFecOrOxdCMMlcmBF5LxIQZAeKGnhkn8fTYhKB8K6tAdPSgZWhYa4K8H0HgdcDpviCjpRghws/jCqNcWBVZnrMR94CSFlYBEEQRDlDglYFY7WE249FrdKJYSH0zoR8gu2+Sof5LTIJYTl7sBijCnCEr+5yuaiSkddgglIJQh6wfV8nI4GD9b1NAKQyggJgiCqDa0uhDW8C2E5ZGDJXQj1BKxSZ2BxActlt+k+TFI7sJQAd2+q6KDOwKrEEvWZUOq82urkHKwSdCJUGtqkZGCZL7YWk3AsmaVGAhZBEARR7sxfvRhhCqE8Sgh5W+iB8fQSQm6Zn1/rOHdgjZW5gDUTiisXb6sWNmD74Qkcz8OBNa4qwRQEAdG4iJGZMHqaazLeyzOw2uo9WNfbiF9sGyABiyCIeUUUGd4emsHJHXWK4GEGygMWZ/JSw+dKZjjFEyIc9sKX782j0xidzTxWL11Qh96WzONvOrlC3EtdQhiRz0N6+VeAKsQ9IaqcSqmiAy8Di4sMgWhC6aaXL6LIsOf4DJa3l3Y/4l3/6uR5tdW7sX/EP+cgd8YYDozMoq+1RrNEMzUP1KUIaIWUEO4f9qOz0ZOxbdLxh2PYMynAu38UDtUyeZx2nNnXDOccvh9G4aWZdptQ8L5CEARBEKWCzlQVTj4lhH1yBtbRySCicVG5IOVPHOerAyGntZY7sMq7hJC7rRq8TvS11GD74QmM5CNgyfNrrXXDYRcwOBHCsIaAJYpMKYHoqPegSe728/bQTMr2IAiCmAu/2jGIL/7uTfzDRcvw+YuXm7YcoSgPcVeXECYvO4KxBOoLvEHffngC1/x0m+ZrtW4Hnv3CBTldxZEcAhZfbv6Ao9hwB1ZWAUvtwBK1Swg9ThtcDhuicRFTwWjBosSvXxvEP//2TXx28zJ8dnPp9iPFgSXPa0GdtB3nWkL48O7j+IdfvoF/eO9SfP6SkzNe53EKLrsNdW5HwSWE+4ZncNmPnse5y1pxz8c3ZH3v3z+wGy++awf2vZHx2hcuPRn/z4VL8xq7EKaV/CvnvMZIEARBEEQxoDvmCiefEPe2OjdqXHaIDBicTLqwkiWE8+zA8vEMrPJ2YCllffUedDR4AQDH8yghHFd1Leqsl/5eKwdrIhhFLMEgCNIFeV9LDRprnIjGRew9PjPXaRAEQQAA9sjHkxffGTN1ObQysFwOm5LvFJxDkPu2d8cBSFlFa7oblH+NNU7MRuL41Y6jOT8jZLALYTQhucWKTUTO5MouYCUdbHolhIIgoFH+3dQccrD2D88CAN44MlXwZxSC4iyT56AIWHMsIfzL3hEAwPb+Cc3X1ddCgiAUXEK4S3ZV78rhrmaMYedR6T0r2muVfZh3jOb7eLHhDiwqHyQIgiAqAXJgVTj5OLAEQcCiFh/2Hp/BwHgAJy2oBQBMcAFm3ksIK8uB1d7gQYfcsjsfB9ZYStci6QJQS8Div2vxuZWygLXdjXj2wCh2Dk5hrZyJRRAEMRd4CfTbQ9OIJcSSlCFpwR+wpJ+falwOTIdiCMwhyP3toWkAwM3nn4RPnLtE+f2vdwziC7/ZjXtfHsCnzluS0p0vnaSAlT0DCwDCcRG1RV6PUVkkc+l0IARSSwhnVWHn6TR4nTjhj8wpgJw3YBlIa/xSbBRhzpOagTU6x2sJXq5/JC1GgZP+MK/QEsJ++fNnwnFMBaNorNG+thoPRBGIJCCA4Td/uwG1NdI83zw6jSt//ALeGpoGY6zoriilA6HOchIEQRBEOUEOrAonnxB3AOhr4UHuageWdFHY7JvnEPcKycA6wQWsOjc6G6QLyEIysFpqXcrfa4XAK+WDDcn1TEHuBEHMN9xVGo6JODDiN205tELc1T/PxYH19pDkMlu1sCHl91eu7UKD14ljUyE8s/9E1s8I6whsHLfDBq4dlCIHK98SQr+OAwtIummm5iJgyefuwckQYiVwoHHSuyu2yQ6s0Tk4sCYDUUVYOj4T1uwsqbip5WuhZAlhfkJrv6pRTr+OWKZ+X5MbcKvE0uUdtXDYBEwFYxjKsyNyIUyHkiWEBEEQBFHukIBV4eQT4g4kc7DUF1hcgJn3DCzehTAQKetOSMOqzoAdsgA1klcJYTIDq112cGk7sKT3tctPkwFgXW8jABKwCIKYP9QC/O6j06YtR1B2WHldqQ4hLmAV6sCaCERxbCoEADilqz7lNY/TjmvO6AYA3L1tIOvnhORsK4+O40kQBKWMUEvwmG+iPMRdp6QRSIpbUgkhDzvXcmBJ5/O5lBByd3FCZDg6GSr4c/IlvYSwbR4ysHipHgAwJmWBppPpwJLWa74OLHWn52zuNf6+Vk/q9ZHbYcey9joAwFvHiv/9nSQHFkEQBFFBkIBV4eRTQggAi+VOhP2qiyoeXNo6zxlYrXXS54VjouIUK0cUYak+WUI4HogqeSS5GFeVYGZzYI2oShU567obAUgXslPB8naqEQRR/sQSoiI8AMBu1Y17qVEysNIesPjkUPFggQIWLx/sa6nR7PJ2/cZFAIBnD4xmFRDCBs6fXMAKlUDA4g4sV5ZSRZ4fFk2IqrDzbA6sws8r6vzK/hKWESZLCGUHlnxenksXwp1pOV7p3ZgB9bWQJJjxLoj5ZGAxxlI+W2scDl+nCzyZr62Shdm3SyBgTVMGFkEQBFFBkIBV4fAbBJ9BAYuHg6ovRovVhbDG5VAu/sfLuIyQP9Vtr/egscapPOE2Ghg7pjy1ze7AUofFc5p8LqWsk1xYBEHMlRP+CNSG112D5jmwcpYQFvhgg5cPntrVoPn6ohYfzl++AABw78v6LqxwPHsGlvq1ciwh1AtxB6QMLCApTuSLKDJF0AFSXdvFhs+rzpPqwApGE5iNFCZ68vMrj0TTKu0bT8sD5QJaPjliJ/yRFLEzu4AlvbbAk+lQP5ULWEPFb/BCJYQEQRBEJUECVoUTypHhkc5iuYTw2GQI0biISDx5QdgyzxlYgCoHK1C+Qe5cbOqo90AQBKWM0GgOFi8hVGdgjcyEIYqpF6VKWHx96nqmHCyCIOaL4Wmp1IuLRPtH/CUpf9NCL6PRJ5cUFpqBxcuqTl1Yr/uerZskF9avdhzVnT8XpfS6EALJZS+lAyurgGVPdkb0Zykh5GLEdIElhNOhGBKqc1hJBSw5c6pBLuHzuR3KQ7oTeZT3cxhj2CU7Ec8+qRUAcETDUTauehgFJIVBfySesi6ycThtPWVzAPJ1qunAkrPd3hoqYQnhPD/EJAiCIIhiQAJWhaOUEBrMwFpQ50aNyw6RAYOTQeUJq8MmKHkP80myE2F5OrDiqnKbdjlcnTuktMoAteBza/W5saDODUEA4iLLEO1GZpKlimpIwCIIYr7gJdGndNajtdaNhMiUkrtSo2Q0pmdgySWEhWZgKQHuOg4sALjg5DYsbPRiOhTDH3YNZV2+bOfP0pYQSmO4s3UhVDuwjJQQFihgjaedv7KFkc8njLFkOL1qXryMcLSAMsL+8SCmgjG4HDZcemq78rt00jOw1MKgUecXF6W4i2tgQnu9McaU96ZnYAHAys56CIJ03VDInPOBHFgEQRBEJUECVoUTjGmXaOghCAIWtSSD3NXlg8Vo1dwqX8SNz7H9dbEYm41CZIDdJigONO7A4k6GbDDGlAv9lloXnHYbFsii3ch0uoCVLFVUs663CQCwa3CqrMPuCYIof47Lx62OBg/W9UgCj1llhDzjKqOE0Fl4CaE/HFNcLqd26Tuw7DZBycLSKyOMyKHpRjKwwiUoIYzKnf5cWRxhLo0Qd80SQjmQu9AMrPTuwaXKwApEE+BmJ/W8+Hm1kBysnYOTAKRcqZPaagEARzSEJS5g8QY0boddccMZLSPkwth5cgnrqD+CgIb4NTYbRSCagE0AWjUcWD63A0tkx3yxBWjKwCIIgiAqCRKwKpx8Q9wBYHGrlLl0eCxQtA6EHP4kUx0GW05wl1VbnRt2ORwjnxJCfziOWEK62ubrMPn3SQEsEk8obreONAFrZWcdXHYbJoOxrHkZBEEQuVBn7a2Rm0SYFeSuV0JY45a7EBaQZ7T3uB8A0NngURy+elxzRjdcdht2H53OcLjGE6IiGOl1IQQATylLCGPGM7BCsWT5f71mF0KegVWYy40/3Optlq4Xjk6GEJPXVzHhZZFOu5CyHhbUz0HAkgPc1/U0oU9+gDc4EURcNR/GkiHuLaqGNlxEM9qJkLuq1nQ3KIKQlljGBcGuBg/0NjfPeCt2DhZ36TVRF0KCIAiiAiABq4KJxkXE5UeV6V2essEv4AbGg5hQuYeKAb/BGCtTBxa/2WtTiUpcYBoxUELIhbk6t0MJ+9X6ex4I73LYMp5yuh12pRU8lRESBDEXuPDe0eDBmm7pBnj3UZNKCHVC3JUMrAJcTUr+VZbyQU5LrRvvW9MJALhnW6oLKxxPihfZHVhJwajYRA1kYLnlDoXqgPU6rRJCJQOrsIdH3Fl8Smc9vE47EiLD0cncruS5oi4fVLvCeZA7b7qSD/y8uq63ER31HrgcNsRFlvKQKpRAxsMoaTl4kLvBEkJZmOpr9WGRLP5p5WBxF2Gv3MRFi1VyxttbRe5EOCU7sBqohJAgCIKoAEjAqmDUXZHycWBxAat/PKDqujP/Ae7S5/ISwvJ0YCXdCsn5d+bhwErPzND7+xFVgLtWqSbPwXr9yGQ+i0+UId98eA+uuu1F04Kzierlz3tGcMH3n8ZrAxO671GOaQ1JB9ahsUDB3egKJfUBS3oGFi8hzN8dlOxAqF8+qOYGOcz94d1DKaKP+vuZTTDyFqEL4ag/giv/+wX8+5/2p/yeh7i77PrL43RI5w/+UMjjtCmuLDVKBlaB252XELbWuZLdi+chyP3xt47jgu8/rXuu0yuLbKuTM7AMdgfmhGMJ7Dku7TPrexphswmKq0xdFumXV5P6YRSQFAf9BhxYjLGkgNXiU+IatJzVA8r7sghY8+TAYozhcw/uxMfu3J7hoosmkvsdlRASBEEQlQAJWBUMD8C1CwzOLBe86fTJuQqlKCFs5SHuZdqFUN2BkMMzqkaMCFizqV2LAKCdZ2jNqAWsSMY4ajad1AIAePTN48pTeKLyEEWGe18ZwK7BKbxZ5KfmhPV4ZPcQ+seDePTNYd33cOG8s8GDZp9LuVl/s8QurGwPWLgDK1CAKMTzgHiXtlys72nEqoX1iMZFPPDqkYzl8zhtWfMf+bLPpyB997Z+vHlsGrc/+y6GptSl5sa7EPJzj1aAOwA0eqVzejCaKOiconTX9bmVh17pHfYK4ZfbB9E/HsSTe0Y0X1cErLSyyKQDK79riT3HZxBLMLT4XOhu8gKAyhmVFJZmZX0q3Y2eLCHMLbaOzEQQjomw2wR0N3mTwp+GgNU/Jv2Or1stuDP7yESw4G6SAPDK4Qn8/o1jeHr/aIYYFpSn5bAJqHXPfyMfgiAIgphvSMCqYNrq3Hj2H8/FP6/N78K6T87AGpoKKSJNS7EzsMrWgSVdDKtLCDsbpIvcEX8kZ+tsxYHly3RgDasEsGGdAHfOe1e0ob3ejbHZKB5763i+0yDKhOMzYeVm0UgJKkHkAxenBnU6m4kiU8qV+bGGlxHuKnEOVjAm3Rk7bEKGQ4iXFAbzzMAKxxI4eGIWQLK8KheCIOCmsxcDkMoIee5R2EAHQgCKG2e+SgijcRG/3D4IAEiIDPeoAuYNCVjyazz/qk4j/4r/nutyhbjvlO66tS7loZdWKVw+MMaUPLZhnQdEfnlZ08si2+oLKyFM5l81KkJl0hmldmBJr6XnqiVLCHOvQy7w9TR54bTblHGOTGQpIWz26n5eY01SdHv7eOEC9F0v9iv/n56HF4jzsZxFaeRDEARBEPMNCVgVjMNuQ1ejF+361z+aLKh1w+eyQ2TJbIhcYbiFwksT0zsalQvqwGNOa60LNkG6ucjVPTFZQqhyYNVrObCyC1hOuw0fOasXgH7HLKL8UZfY6N2gEUSh8OPIoE4W0UQwimhChCAkS67WmhTkrhfgDgA1BTqw9g/7kRAlN42em1WL96/pRIvPhePTYTwhO3/CvANhDgErWUI4P87Yx98exthsBA65acgvtx9RxLRIXPqvO8sypYuBWh0IAcBmExR31nQBnQiT3XXdycYvc2wycnQyhEnZSaQrYPFgem+6A0suIczTgaXkX8ll+gAUZ5SmA8un7cDyG3BgcUGMC1fJ0svU9cYYU5UQ6juwAFUZ4bHCygiPTgbxxJ6kYzO9I2kwLu2HlH9FEARBVAokYFkQQRCUC6xD8g138UoIpc+dCEQg5nAzmcGwKi+G47DblIvlXDlYPFOlNSUDS1IUh6fDYEyas5ZQls5HzuqFwybg1f5J7D1e3K5DRHFQZ6oU0i2LIPRgLBk6fXQiqBxb1Awrjlq3InQoDqxBc0oI0wPcgcIzsN6SywdP6arPyy3icdqxZYP0gIC7UbijymNUwJonB9a9cpj8311wEhY2ejEVjOF/dx4DkAxx18q04qTnY+mVEAKqHKwCys+S+Zgu5XphrhlY6iYlwzoOVR6Wnj6vBXIJ4WQwlldJpDrAnaMlYPmVEsLUh3nc4WakC+Fh+fi/uDVVwDo+HVLESQAYnY0gEE3AJkhurWzwrDdeOpsv92wbgMiSTrJ0JyZ3YFEHQoIgCKJSIAHLovALLE6xuhA2ycKYyAoPky0m6nB1NVo5VlqoL/I5XKQKRhPK02R+Y9lWr+90a6/34NJTOwAgpayEqBzIgUUUi+lQTCkx80fimmVhw6r8K86qhQ2wCdKx7EQJy1qDioCVWeKmdCGM5CcKvSW7UIzmX6n56IZFcNgEbO+fwFvHpo0LWPOYgbVveAbb+ydgtwm4fuMi3Hi2FDB/54v9YIzlVULI0XNgAclOhIUIWDwkXnJgSdcLRyeDc8poVLsA1Q941HChKL00sqnGCaddEi1HDXY1Hp+N4IhcbssbGgCqEsKJgLIMs3IJYWt6BpYspBkpIeTHfx7MvqDWjRrZ7a7u4MgdWQubvFnFSiC5r79VQJB7MBrHL7dLuW9fumIlAODd0Vml/BRIZmBRgDtBEARRKZCAZVEWpXW+KVYGltNuUy6McpXjlZpgNK6UBaSX9nXyMsAcIoRWCaHXZVfs+PzvuRsnV9nL9RulG5qH3jhm6IkvUV4cVpWK5BI/CSIf0t2ggxOZZYRaWXs+twPL2uoAALtKGOTO3VVaJXpKBlaeJYR7eIB7V/4CVkeDB5ev7gQA/OKlfsUhlquDr2ceuxDeI7uvLj21He31Hlx7Ri+8Tjv2DfvxyuEJRRzKJmClv6aXgQUkxa18M7CicVEJLW+tdaGtzg2vkwsxhZcRqve/UCyhuK3UcHEl3YElCAIWyOdZo0Isd1+dtMCXUiK3sNELu01AOCYq5+ZcJYRGzsfc0bVIFvwEIdnx8IjK7dVvsHwQAE6Vs97eHZ3N27H40BtDmAnH0dtcgw+f0YOFjV4wltrQgQtYDV5yYBEEQRCVAQlYFqUv3YHlK04GlvTZ0oVRueVg8QD3Gpc9o/tOh1EHliJgpV78dagEMMZYstthQ3YBa+OSZixrq0UwmsDvXjtqcCZEuaAOBS6l24WoftKPRUc0gty1HFhAsoywlDlY2UoIfW6egWX8hjyWELF32A8gWVaVLzed3QcA+N9dQ0r3P48z+2XQfJUQzoRj+P0bUqngDRul5WioceLq0xYCkEobjTiw0jsOZy8hlM5L+bqfeWm8Q87RkmIHeEe9wsoIEyLDW2mdWbXOr0oJoYazbIF8XjVanp3Mv2pK+b3LYUNXo/RZXHTKFeKeKwNLFJmybharhCmt9ZZ0auUWsNrqPGirc4MxYO9xf873cxhjuOulwwCArZsWwW4TNI8DATkDq4kcWARBEESFQAKWRVGXEDpsQkZg6nzCLwh5KGy5oIhK9Z6MPJUOjU6CWiQzsFIvetV/PxOOKzc/eiHuHEEQcMMmyYV1z8sDmiUWRHkiigwDCGIGogAAbTNJREFUE6kOLNp+xHyRfiwa1HDCaGX6AcBaOcBanUFUbJQSQnfmuUXtwDL6HXnnxCyicRF1bofiasmX03obsaa7AdG4iF9s6wdgIMTdNT8C1u9fP4ZgNIFlbbXYuKRZ+T0X1Z7YM6yE82fNwMooIdQ/d/MSwulgfg+PePlgs88Fmxw2z68Z0gPJjfLOiVkEownUuOxY3l4LQMqGSoc7v7Tm1VbHOxHmKWCp8q84XDziwtKsrE+lP4xSSghzOLBG/GGEYyIcNkHpHKgeZ0DLgdWaW8ACCsvB2vbuOA6MzKLGZceHz+gBkCyjVOdgUQkhQRAEUWmQgGVR1CWETT5XUdsn80yJ8bJzYOl3BuwwUEKYYFA6KqWXHXSoOhFyJ06D15kzbwUArl6/ED6XHe+OBrDt3XEDMyHKgaHpEKJxUekuFo4ly3AIYq5kCFhZHFjppcq8E+Gbx6ZLJqoGZcGnJksJYUJM5j7l4m05A+iUrnpFVMkXQRAUwYgLCkZD3OeSgcUYU3INb9i0KOV8u7y9Du9Z2gqRJYWZfDKw6oyEuOfpwNIqjediS6EOLC6arFrYgK5GSeAZ0XBg+XkGljtzXlzAGjXgbhVFpghY61UdCDnppX08xD39YRQX0rTKHdVwYa+nuQYOlUuuVwmMD2S8t6/FmBCr5GAdMy5g3flSPwDgQ6d1K+WTazUaOiglhBTiThAEQVQIJGBZlAW1bvjkm4hi5V9xeHliuWVg6QW4A8ZKCAPyBa9NSJZqpP/98elw0hVhsO17nSdZVkJh7pUDvyHubalRbhi0btAIohC4OMXdHYOT+hlY6Q6skzvq4LLbMBWMaZYeFoOQXB6o2YVQFexuNAeL37yfWkD+lZr3relMCerO5cCajwysbYfG8c4JyQ1z9fqFGa9zUY3jdugvU2YXQn0HVkOBGVj8XK1eT1xsOVxgJ0Jetraup1EpcdXq8usP65cQ8u7ARkLcD40F4A/H4XbYcHJHXcbragdWLCEiKJfSZWRgyQKhP4cDiwt76fmiigNL/t4xxgpwYEn7/NsGg9wHJ4L4894RAFAaBQDAqu4GCAJwbCqkuOwCMSohJAiCICoLErAsiiAIysVTsToQcvjnjwXKy4GlBB5r5FKlZ1hpwZ/YNvtcsNu0SxBHZsJK1la2DoTp8IyUJ/aMaJZZEOXHYVWuCRdFqRMhMV/w49WZfVL52dFsDqy0Y5rLYcNKuQypVEHuwSwh6XaboGRPBSLGXIq8fGrVwsLyrzhuhx1bNiRv6o12IZxLCeG98oOIq9cv1HRMXbiiLaUscr66EDYU2IVQq7uuVilcPnDXz5ruBsX1rCXwZyshXMBLCGdyC1jcfbV6YUNGbhiQdEYdmQgqTmqth1F1SglhPKt7US/Xim/XwYkgEiLDqD+CYDQBmwD0NBlzYPESwgMjfkTiuffDu7f1gzHg3GWtWNqWFO/qPU4ska/7uKColBBSiDtBEARRIZCAZWH4hVZzEQPcgWQZwvMHR/HF3+5O+ffM/hNFHTsbI1mcUfwGUK9TEpBsu60VgK92YGUbR4+TO+pw1uJmJESGX24fNPx3uRiaCuHf/7SfAsaLQH+KgKV/g1ZpvNo/ieeHBcrzMhkuTikC1mQIopjcJv5wTOngpnWsWaeUD00VNP7AeAA/eGK/kvuXi2wh7gDgk11YRoQhUWTYI7tPeDnVXLh+Q69S6purC2E+JYT7h/34ykNvppzj/vk3u/GntyU3DM83TMduE7BV9Vq2DKx0casYIe5jcl6luoSQZ2AdnQwq3RKNEoknsG9Y2n5ru7M7sHjWlJbQl08G1s7BSQCS40sLxYE1FlAEu6aazIdRXEhLiCyrW1AJcE9zVXU1euG0C4glGI5Ph9AvC4ALm7xZt7Oa7iYvGrxOxBIMB0dms743EInjgVela4aPndOX8TovJ+aCImVgEQRBEJUGCVgWZoVsq+9RBY4WA/75gxMhPPDqYMq/z/9ql2k3xtwZpZWB5XHalQs6vTJC7sDScrB1qAQMfuOZK8A9HX5Dc/8rR/K+YdDjf547hB8//Q7ukvMxiPmD35gsbq1J2f6Vzj//7i385rAdrw5Mmr0oloYfh9b3NsJuExBNiCk38nxfq/M4lC5/albLN675BEGrue3pd/Dff3kH979irKw56cDSLnGrcUvCkBEH1o6BSQTkAPAlBsuustFW78GVa7uk/6/L/gCHC3Az4XiKYKjF9x7fh3tfPpJyjntwxyASIsNZi5uxokPfPfbhM3rgc9thExias4gJmV0I9UsIeVnYmMHQc47iwFKd2xbUuVHjskNk2g0EsrH3uB+xBEOzz4XuJq9yLkx3qMZEIJaQ1rHWvHh21rujs1lL+hIiw7MHRgEApy1q0nwPd0bNhOM4JD980IpT8DrtitiZLcid51qllxDabYLitBoYD+bVgZAjCILiwtpzPHsZ4bZ3x+EPx9Hd5MUFy9syXucNHXYfnQJjDAESsAiCIIgKo3it54iy56Zz+tBe78Elp7YXdZxzly3A9/56DUbTLqL/86mDmAhE0T8ezHhqWQpyCUsd9R5MBWM4Ph3SzNBIdi3KvAHiT5gnAlElc0arVDEbl57agfZ6N0ZmInj0zeP4gEZ2Sr68Ozqb8l9i/lDnmnBxdMRAqUs5E44llKyl1wemcM6y4h4rCG1C0YSSY7SwyYuuRg8GJ0I4MhFUdTyV9jU9p+dJC+ZWAvbOCX7sMJaBFMzhwKpxOlLel41fyIL7Veu6UgKy58K3PrAK71naistWdWR9X2eDBw6bgGhcxIg/jM4G/Qc+/Li6ZUMvFjYm32e3CYpgpkeD14n7P34m/vT0i5rnFPVn2W0CErKYlq2EkIs0x+UGE0YdP0oGlspdLAgCFrX4sPf4DAbGAzhpQa2hzwKSrr813Q0QBEFZh+kPh7jZ2SYkHXpqVnbWYWlbLd45MYvfvHYUHztnseZ4zx0YxeBECA1eJy48OVPEASTnHT+/vn5EWj6th1GCIKDe68REIAp/OI5ODQOgKDJdBxYgiVqHxgIYGA8q4l++1zxLFvjw0rvjKWHwWvDlWNvTqNnsYI3sxNx9dBqhWAJxJr0nvXSSIAiCIMoVErAsTJ3HiWvO7Cn6OHabgGvOyBznqb0jeP3IFHYOTpZcwGKM4YRfOy+G09Hgwb5hv66Lxh/TDn0FpJsRt8OGSFzEm3L4cD4lhID0pP2GjYvw708cwJ0v9c+LgMVzmgq9iSW0SYhM6WbV1+JT3FjZmgBUAupOd6XKTiIy4fuRz2VHnduBnqYaDE6EMDgRxFmLpZJCnpWndzzjjo/j02GEoomcpXPp8H3aaIh3KKYf4g4Yd2ANTYXw+NvDAIAb08LO54LP7cCHTu/O+T6H3YbuJi/6x4M4PBbQFbDiCRFHZbH3MxcuVdxC+XBKZz36G3M7kl12G0KiJPxlKyFcUCc1awlEExicDBoWnZJdCFPPbYtba7D3+AwOj+V3/uAdCNfILkB+LpwKxhCOJZJB+bKWWedxaoovgiDgxrP78NWH3sIvXurHjZv6NN9397Z+AMCHT+/Oup8vapYeNvC8rGadhjZ1HgcmAlHM6JRijvjDiMgdaBdqbPdFLT4AoxgYDygPtPJxYKnf359j3Q8o5yHtfK2VnfVw2ASMB6LYc9wPAHDYBKWpD0EQBEGUO1RCSJjGuh7J2v+G/PSzlEwEokqpwgKdp93ZcjoAYFZpu6391FbtwgK0ux3m4iNn9cLlsGHX4BTeODK3Eq5IPIGhKekG68hEkDKN5pHj0yFEEyJcdhu6Gr1ol8uSKr2EsH88VcCifcYc1OKUICRLktSlXLmy9pp8LiXUe2Aiv05y06GYchzrz+EA4SglhDoh6dxhk8uBdc/LA0iIDJuWtGQtwSsmvOFJNvFgaCqMuMjgctjyfliRL9xJ5bQnw/C14K4pIJnRZ4RkCWHqOauQzwIktw8ArJXdP/Veh7JfqMsIuQOrLktZ5AfXL0Sdx4H+8aBSJqjmyHgQz8i/v36jduYYh5f7cSFHryNzvRLkri1gcVG3p7lG0yHIxxkYDyrH1L5WYwHuHC5g5RKQlW6IzdoCmcdpx4pOyVH+/MFxAFL5oCBkCoEEQRAEUY6QgEWYxrreRgDJbkGlhDsaWmtdumUVuYK4Z5UMLG1hKr00sZCbmpZaN/5KLj2Za27V4EQIPMIlGE0YakVOGIPf2PY0e2G3CSldKCsZdbnK6GwUQ9RV0RQUcUrer3qak7mCHC60d2YpVTYixGih3g+mgjFMBXMHuQcjvIRQJwNLdnwEovoOrHAsgV9uPwJAKnk3i2QHPn3xgIuCvc01mq6g+YSfs+o8uYUHLpQYdc4xxjAmnxvSBZ3FXMAyKGICUnMBXlrJHViCkDxGql2qoYQ0l2yuMp/bgetk5/gdLx7OeP2+VwbAGHDe8gXK/q4HF5bi8olRV8CSg9z9Ye19lX+f9FxPfJz+8YCyD+XtwGpN7oPZHiRwh1d6FpcaHuT+/DtjAJLdKgmCIAiiEiABizCN9XKY6N7jM4Y6PM0nvA13W53+zV4uB1a2EkL13wNSGWW2XJNs3CSXzfxx9/E5CSLpT82pjHD+OJx2U8LFylF/BPHE/ATwm0H6PrLTBLckkTwGddRLwlVPs74DK1vWXp/qRjof0sWPfgPHjmCOEkIeNB/K4sB6ePdxTAVjWNjoxeaV5uWv8RL3bCIQXyeLmvNz1hSCS3b5ZAtw5/TlKToFoglE5KYh6SWEigCax/7z5rFpMAYsbPRigSowv0MjyJ07sLhgpMfWTX0QBOD5g2N454Rf+X04lsCDO6QOfFtzuK+ApKOMo5WBBagcWDolhOr8w2zjHBjxIxhNwG4T0N2U337S0+yFTZC2j97Dp5iqjDV9bmq4gPWW3NmzkQQsgiAIooIgAYswje4mL1p8LsQSDG8PZe+sM98MpzkatNDrlMTJ6cBSffaCWndGe26jrFrYgDP7mhAXGe572VgHMC3SbzpIwJo/BsZSb2Ba5O0tMmBsNrdbpVwZkJ/me+zSE3/emp4oLSNcwGqQjjVcwDqqyigz5MAqsAQs3bFl5O+TXQh1MrC4AyuiLWAxBty9TXJf3Xj2ooKPn/PBIgPC3xFeupWns6YQ3LIDK1uAOyfp3DF2vOf5VzUue4Z7jgugxyZDhjvj8vJBHh7O0XZgSf/N5sACpP2fC5q/eCl5TnxEJXheuEI7vF1NuktJ72EUL2mc0XVgZXdVdTd5IQhQHNALG72GA/U5boddyVXTc1AOTYWQEBk8TlvW7ppreqRtwY1c1IGQIAiCqCRIwCJMQxAErJNdWKUuI8zVgRCAbqckjj9LBhYAdKo+O98OhOncdLbUbem+V44oT8fzJVPAyu8mltAn/Qm83SYo2WqVXEbI95E1zVzAmjJxaayL4sCSj0k8A+v4TFgREowc04w4ibRIP1YYceCEcnUhlH8f1CkhfHcG2DcyC6/TjmvP6M1nceedxSoRSBS1y7cUB1aW0q35IllCaNyBZXSbT8xqB7gDyVB4kaW6/7KxWw5wXyuf6znJ7pnJ42NYycDKLah8THYm//b1o0qHznvkBzwf3dhrSPBMz4nKmYFVoAPL7bCjSxX+n6u0UY/FORxwfB/MVca6rK0u5XtJJYQEQRBEJUECFmEqZglYvANhtmD19E5JaoLROKKiXEKo48BSu7vaszwNNcIlp7ajs8GD8UAUj745XNBn8Ke2y9qkTlTkwJo/DitP4JM3r+0aDoNKIpYQcUwuRzmjVbppf/PYNGIVXBJZqaQHtLfWuuB12sEYcGwqhEg8oThn9LrkAalh0vnAS2S5iyYfB5a+gCWJL3oZWM8OS5cnV5+2EA0mO0QWNnrhsAmIxEXd7/MREwSsXE4lIJmBNSTvJ7lQOhD6Ms9ZhYTC7xrUcWBpOJyDPAMrRwkhAGw6qQXL22sRjCbw6x2D2H10CrsGp+Cy23CtRtdjLRpqnCnuo2a9EkIvD3HP3FdFkSnfp8VZ3Hfq/WJxgftILgelUReg3SZgVVdye1AJIUEQBFFJkIBFmEoyyL20pUnD06k3hFrodUoCgImA9CTW7bDptp/uUN1IZitVNILTblM6Kt398hEU0gyOiywXnLwAADmw5ouEyJQwbXUJCRctT1SogDU0FUJcZHA7bFjWwFDncSAcE7F/2J/7j4l5Jb08UBAEdDfxIPegkunnctjQlEXs4Q6O4Zlw1uypdPgN8wXLpWPHYQMCWEgpIdQWI3xu2YGlUUJ4bCqENyckMYNnAJqJw25Tyja1xAPGmBLiXooSQqfduIC1oFblmlKF/uvBBSw9Z3E+Lr6x2QiOTYUgCMDqhdolhMfVJYQ8A8vAvARBUJzJd28bUJqcvG9NZ155k+rtlbuEMNOBNTwTRiQuwmET0NWof55Xj1PoPpKrlDWfHDa1oEglhARBEEQlQQIWYSq8K9HgRAjjJeyKNyLf8GUr7dPrlASon1K7dLtAqcWxbGU9RvnIWb1wO2x4a2gG/bP5/W04lsDQtHTzcv5yKRtkYIIcWPPB0FQI0YQIl92mZJQA2hkvlQR3FfQ0SeHBqxfWA6AywlITS4hKaLP6OKIOch9WObSydaVrrHEpN6tGg7ingzFMBqUb9/NPlo8dOf42nhARlZ16Nc78HVj3vTIIBgFnL2nG8vY6Q8tZbJIB+JnHzRP+CMIxEXabgIWN+g64+UIJcTfgVMrXNTU+q+/AAvJz8fHywSWtvoyyQH5+HNEIcTdSGgkAH1jfhQavE0cmgvjd68cAQHnQYxQu9jgFpvswKlsJIV+nvc01cNj1L6lTHFhzLSHUycDi22SRgc9foyrppBJCgiAIopIwdpVAEEWiwevE0rZavHNiFjsHp3BRiTpNKR27snQhBKSL7MNjgQwHliJg6TylBqS8ELtNQEJk8yJgNftc+MC6hXhwxyCePW7D/5PH3x6dDIIxoNbtwHrZ9TYVjGE6GNMtzznhD8Nlt6GxRn+OejDGsPe4H5PB1ABzAcDq7gZDGSdan3loNACdCBrT4EJAT7M3JXcl2QSgdMLsfMJFit7mGgDTWNvdgJfencDOwSndm8R3TvgVcbgQGrxOnNpVn1WEmSuzkThmQrEUsbGcGZuNgjHAaRdSHCI9igMrpHyfsjlKOYtafJgKTmFgPICVnfU538/377Y6N1Z2SmLSVDCGqWBU99gQVJVc64W4Kw6sNCdYKJrAr147CgDYutHc7Cs1fa0+YP+opvDHRYyuRk/e4dyFkMzAMnYcXdzqw57jM4ZEy1zntnw6EfLywfT8KyDpJjzhDyudWsM8xN2goFLjcuC6M3vw0+cOAQBO6azHab2ZY2WDC5O1Tuged/jy+DVKCA/nyL9KH8fIe3U/Q7XuGWMZy8uP2UYcWOvkh4cAlRASBEEQlQUJWITprOtpLKmAFY4l82Jylfbxi+z0cgn+lLpZp+QAkHIm2urcOD4dNnRjaYQbz+7DgzsGsWtcwEQgivZGYxeeh+Untn2tNfC5HVhQ58aoP4KBiQDW1DRmvH8yEMXF//EcFtS58eTnzstbUHju4BhuvGO75msblzTjgU9tyuvzAOB3rx/DP/56F67sFfD+vP+6eHBHRvpTdS5g8by1SmNAnenDgLVyyYmeA2vn4BSu/v9eLKi8Vc3/3HA6Ljm1Y24fkoW/v/91vPjOOB79P+diqZwHV85wd1VbnSclmFntwOLClpFS5cUtNdg1OKUcE3KhBFS3+FDjcqC93o2RmQgOjwWwvlf7+MfLB21CsmNeOtyBlS5gPbTzGKZDcbS4mVLuXA5kC0Pnbla9LnTzjccprVOjzhmeg5WfgKXtwOLHuf3DfogiyxoWvv3wBABgrUos4fBOrQmRYWw2ipYaO0I8AyuPBxzXb1yEnz1/CCIDtm5alPe5irvTarMMWZ+lhPDwKC8dzS4a8XHstmT5b770NNXAJkjfmVF/BG2q6wpRZDiSx37Y0+xFU40Tk8EYlRASBEEQFQWVEBKmU+og97eHZgBI5X/Z8mIAYOOSFgDA7944mtJ9akJVQpiNT1+4FJec0o4z+prmssgKp3TVY0mrDyIE7JTbkxshvc03f0KrVQ4DADsGJjEdiuGdE7PKRXE+PLt/FICUo7Kiow4rOupwslwK9Gr/ZF75O5wn94wAAN6aLK/Dll4Lda2Q4koi2dFKutlaJwtY747Oat7I/fz5Q2BMcurwbZ7Pv1b5hvm5g6NFm1M4lsDzB8cQTYh47kDxxplPhtPyrzjdcifCoxNBVZfC3AKW4uIwGMKtNCiQRRC+n2crIUsGuDt0BQUe7h6IJF0tjDHc9WI/AODcDtFQJ7lS0ad0ItQQsFLcisXnI2f14vzlC3DxKcYe+CRLCHMfyydyZGCtXtiAeo8DJ/wRPJvlu/ru6Cy2HRqHIAAXyqWnauw2QckJPC6XtysZWAZKIzk9zTX458tW4APruvCB9QsN/x1n88p2nL+8FRd26TenqFNKCDMdWG8NSefhlR3Z3Ywnt9fhg6ctxP+5aJmSYZYvLocNC2XxK/3cPeI3lsXFEQQB/+eipVjdJObtWiMIgiAIMyEHFmE6agEr1xPd+YALZet6GnM+rb1ybRe+9cc9GJwI4dkDo7hwhXQhPm5QwLph4yLckGcmRy7W9jTg0FgAuwancemqLkN/o3ZRANINzY6BSaVrUTrqUP1dR6fzDp3lf/+lK1big6d1A5BuTjf821M44Y/gzWPTOGtxc56fOQUAODor5QI5y+ShMRcC0nNHOhqkm7ORCs3AOjKRLEfxj0uOiZ5mLwYnQtg9OI33LGtV3nt8OoTH3pK6Y971sbNwSlfu0rR0Htk9hM/c/0ZRhey9x2cQl4XoSsnyGvFr5/X1Kg6sELqbcjel4CidzAxmYHGhigs4i1t9eOXwRNYQ76Cca6VXPghoO7C2HRrH/hE/vE4bNrRpdyc0i8Uq4S79PKWsoxI5sC44uQ0XaIhCeuQTvJ4rA8vjtOPDZ/Tg/75wGPdsG9AUpwDgbjlU/aIVbejVcSe1N3gwNB3G8HQYqzprEeIlhHmWmP/t+Sfl9X41DTVO/PyG0/Doo4/qvocLaunCvSgyvHVMeiC2pqch4+/U2GwC/uOadQUvJ6evxYfBiRD6xwIp51C+D3Y3ebNmcan56Fk9aBp7Ex6dnDqCIAiCKEfKy8pAWJIVHXXwOG3wh+M4ZNAVMBfUAlYuvC7pYh0A7nl5QPm9cpGfJQOrWPBSrl35OLDScjoWZQkkBlJv7nfneaMfjYt4S3a5qdexIAgqsTK/rpPD02GllCrGBOwfzjPFvojwdZveQp2Xd8yE4wU5zsxE3Rpe7SpZ1yM5CdO3330vH0FCZNiwuLkg8Ur67EYAwL7jfoRjxVlfu1XfmUoRsBQHVpo41SM74yYCUbxzQvo+5OXAMihgHU53bxoQwEKKA0v/xjiZgZUUqu6U3VdXr+9CTZk9Xutq9MBpFxCJiymd84CkeKAn1JgN33ZD0yFE4tm/W0byHXkG3tP7T2BQw6E7E47hN3KOGe8UqEVnWqOLfLoQlhKegRWNiynHpkNjs5iNxOF12rF0QWnKkZVS1rTvn+ICLJGIShAEQRBmQQIWYToOu01psV2Km0p+873OoG1e62LdqAOrGPBSrt3HplPKGrPBS0cWy2VAXMA6oiFgiSLD7sHkjf7uPIQyANg3PINoXESD15mRC8XXeb7bOV0w2XU0v78vFgmRKa3peYkVp87tUG7gK60T4Ql/BJG4VMKlLkfRKvcNxxK4f/sRAMDHzukreMyFjV601roRFxneOpbfPmcU9X5zZCJY0s6nhcJD8dPFqTqPU8muOXDCr/keLbjQOjITSRGP9Eh3by5uzS5+A0lXlTeLs8PHuxBGpPcOTgTx571SmfANG8onvJ3jsNvQI5dtDqgetDDGMtZRudFa64LPZQdj0BScOCKD0ngjm4C1uNWHc5e1gjHg3lcGMl7/zY6jCEQTWNZWi3OWtuh+Tke9JMIOT4cRS4iIinIGVh4lhKWg1uUAN2urg9x3yufJ1QsbDLue5opeKWvSBVieIipBEARBzBckYBFlQaHOnHwZn40ogsMajWBZLbQu1s0UsJa318IpMMOOtXAsgSE5Y2SRARfFu6Oz8Ktyad48Nq10iTICFzfWapRoKtv5yJThzwOAN+TP5FU7+bjPisnQVAjRhAiX3YbOhtRgXkEQlCD3Sisj5PvFwkZvSl6LWsBiclr7w7uGMBGIYmGjF5vn0IQh1aE3VfDnZGNX2ueWixCaDS5+aolTXFDhwfnpOVlaNNQkha9sOVYA7zYolU0pGVgGMrSCBhxY/LVQLAFRZLh7Wz8YA85d1lq24fp87mr3y1QwpogapcrAyhdBEJLLniUHKxiH0uW1OUf3WV4a/6tXB1NcSaLI8Itt/QCAm87py1qmz8ush2fCKcJQrbu8BCybTVCWSV1GuFs+fqzpzl4+OJ9wATl9O2o5ZgmCIAiiGiEBiygLkqVJU0Udh3/+SQt8hjs4AcDWTX0AkhfrPOg2WxfCYuG029At398ZWV+DE0EwJjmCuODGn9Ke8Ge6MLhYdGZfE3wuO0KxBN4ZNV6yx8UprRLNNd2NEARgaDqME3mIOvwzL14p5a2Ui4DVr5Rt1GgGTrfXV2YO1hF1B0IVp3bVw2kXMDYbxdHJkBS6LWfd3LBp0ZxdCOtlh94bRTgO+MMxRfDl3e3yFVLNYJg7sDTyrXgZISCJuwt0Oselo+Rg5RDAeXe99nq3klm1qFn62+lQDJPycTCdUEw6pvC/0cKnEinGAhE88OoggLm5+IqN1npTr6NsmV9mky2EnuOXtZmmGmfO7/JFK9uxsNGLyWAMf9x9XPn9MwdOYGA8iHqPA1fnCFXvkEX/49Nh5aGJz2UvmZspH3hZo1po4+ehNQbiCOaLRS3J7chULV8HJsrbBUgQBEEQ80X5XSUQloSXlhUz/wZQ51/l1xXwvSvalIt17jgBzMnAAoBFtTyIOrdjLdlFzKc8DW+scSmtwdO7DPJ1dFpvE1bJpZ3qksJc8L9fr1GiWet2KN0IjYoUCZHhTbmk7IaNUmnRobEgpoOZnfBKjV4HQk5HhTuw0gUsj9OOlZ1SxtXOwSnsGJjE20Mz8DhtuO7MnjmPu75Ah54R3jw2DcYkV9lFcjOGYghl8wljyX0nmwMLABbUuQ3f+C/WcBJp0a8Imcn92+uyK/u1Xg6WUkKYRdBxO2xKWdZ9Lx+BPxzHopYaXLDceDh5qenTcL9wQYgLe+UKLx3NFuQ+G5M2SIsBIdRuE7BFLvW8W5UPyXPMrjurN6uACaQeH/1yAFadp7zcVxyegzUTks470biIvXLW49oSOrB6mmpgE6Tv2Am5wQNjDANj2g8dCIIgCKLaIAGLKAu6GjxYUFfc/BtAJWDl2TZafbF++7PvKp3McpVZFIu+WuOd1AZ03DTJJ/JpApbKQbVWFhSMllpNB5Mul3U6JZr5lokdGPEjGE3A57LjjEVNaHWzvJapmPAbWb3cEV5CODxd/llLarirREuYU2+/u5TQ7YVonIfvwuruBggCcGwqhFH//K4znuW2tqdBEbB3yZ1Py5VAHIglpOVrq8sUsLpV5UJGOhBylCYOORxY3ImX3qCgT8nB0v57IyHugiAoOVjcxXfjpr6id6GdC30tmS4mveNruZFs3JHbgWW0NP7aM3vgstuwa3AKu49O4Z0Tfjx/cAw2AYa67/KS1+PTYaU0r9wC3Dn8gQ9fzn3DM4gmRDTWOEtatudy2NDdlPr9nQzG4I/EIQhAD5UQEgRBEFUOCVhEWVCK/BtRZEl3UAGW/2vP7IHTLuDQqHTR6LUzuBzmfIUW1Uk3tUYca9xlkR6ozi+61UHuoWgC+0ekQOh1vY1KtofRIPedsqjU11KDJp2boHxzsPg2W9PdCLtNUOZeDl3kBtK6O6ZTqRlYSkcrjZshvv2e2juCx98eBgDceHbfvIxb53FimZx/NN/bd5dqP1rRWQe3w4aZcDynC8lMpuQKvdZat+axRr19jAS4cxYrnQizZ2Dx19P3b6UTmk6ekpEMLPXr06EYfC47/vqM7hxLbi58vQ1MBBXhU8+tWG4o2zxLBtasLGC1GixFba1144rVHQCAe7YN4BcvSU6szSvbDQkpbXKJdTQuYnBSymksVwdWnYc7sCSnmFI+2J2Z9Vhs0sVI/t+Oeg88WRonEARBEEQ1QAIWUTbwG+NilfUcGgvAH47D7bDh5I66vP9euljvVH6uM/FBcZNL6ixlxLGmV+bWpxHk/uaxaSREhvZ6NzobvFgru6j2Hp8xVNqZLf+Kw91vu49OIWHA/aJ8pvx3i/JwnxUbPXGQw0WFShKwGGPJjlYa8+Lbtn88iITIcPZJLVjRUT9v4xeroYPiwOpuhNNuU8pjyzkHayoq3RjzsOt0epqSGVj5OLCMZmD1K7k6eu7NHCWEzuxihDoH669P7y5b9w2ns8EDp11ANC4qjTGOaJRZliN8mw1Nh3SP5X6lhNC4m/KGTZLT6g+7hvDb148CkMLbjeB22BW314ERKWexXAUs3hnRLzuwdvNmJSUsH+QsTgvk18ssJAiCIIhqhAQsomwoZv4NkBQ8Vi9sSOmslg9bNyXLImpNvNcShOSFcy4hRxGwWlMvbnvli111BhYXDbiI0N3kRbNPEsr2Hp/JuVzpf6/FsrY6+Fx2BKIJvHMidzh8MrdM+ky1gKUOsS018YSotKTXu3HgIe7DFSRg5eqqtrg1tQHCTfPkvuIUo6HDqD+CY1MhCIJUpiiN0zjv48w307IDq6Peq/n6wiavkiPV0aD9Hi24gHXCH0EgEtd9n56QmUsAC0V5iLsxBxYAbJ3n/agYOOw2xVnE101/hYgHLT4Xat0OMAbluJXOrFJCaMyBBUhZiad01iMSFxGMJnByex02LWkx/PfcpcrPBeUqYvLl4iWEu5QOhI0lX5b0Utb+CslhIwiCIIj5gAQsomxQ59+c8Ge/4X97aBrv//FLeGPcuHXfiLiSi9N6m5QQ61qnudk56+Qb8WyOtXAsgaFpaV0acWClh9wLgmC4jJAxpsoY0w/Jt9sERUTI5bKZjcRx4IRU0sgFzm4f4LQLmAhEMTgRyvr3xWRoKoxYQioj7dIRD/jN2YmZSIbYtnNwCud+7y847V+fTPl3xreexM+eO1TUZR+eDuOqH7+Anz+fOU6uchRBEJRstO4mLy5a2T6vy8a/n7sHp+ctn4q3uz9pQS1qZddPLgHr3dFZXHnbNrxywrxMpqlIdgeW22FHu5yNpfceLRpqnGiqkW7I0zPwOIEYMC2XS2UcO5Qw84CmiGwkxB1ICljnL1+AkxbUGl5+M1GHoQcicYzNSllt5S4eCIKgyi7T3uZKBlYeDixBEBQXFiC5r/IpqeM5WAdPlLkDi2dgheIIROKK4GaGA0v9/QNUDqzW8hZRCYIgCGI+IAGLKBvqPE6s6pIuBv+wcyjre//jiQPYPzKL/+23IZ4QDX1+oQHuagRBwD+8dykEATip3lwBa21P7hIo7q6q8zjQnJZJxR0DxyZDiMbFlM9Si3y8jDBXaPqRiSAmgzG47Das7MxeomnUZbP76BQYk0L+22QxyGGD8vlvzHOZWT48+pbUOv6Uznrd4GkevB1NiJhM65r4wycPYHAihIlANOXf2GwUP/zzAUyHitdl8efPH8Kuo9P49yf2YyoYTXmN7zO9WRwlV6yScm/+4b3LYJ/n0O3l7bXwOu3wR+J4dzS3Q88Iu1Tlgxy+j+uVx/74L+9g37Af/ztgQ6SInVGzwR1YnVncVZtOaoHDJqTMzQh9rZkCtppR+RlCR70nQ4jiYs1MOI4pjW6gwZixDKzTepvgstvw6QtOymvZzURZb2MBRfxrrHGioaY8nUNqcjnnZuPSd7k1z+66V63rQneTFz3NXnxg3cK8/rZdFrBGZ6Wdvb5cBSxv0oH11rFpiEwS39ryKN2dL5IOrCAYY+TAIgiCICwFCVhEWXHdWT0AgPteOaLrvugfC+Av+08AACajAp7aN5rzc8OxBPYdl8PJ5+DAAoDLV3fitS+9F+d3mCtgrerK3bGNP6Fd3OrLeCreVueGx2mDyGTX20wYQ9Nh2AQorisgKZTtyiE2cTHqlK56uB3Zb1yVvLMc5aJ6oiO/WTer/CueEHHPNimw+KNyd0otXA6bkvEyPJ10Fb47OotnD4xCEIBffnIjnvzcecq/5e21CEYT+PWOwaIseyiawK/kzw7HRDzwauo4/Tk6KwJSQ4NdX78E15zZM+/L57DbFIfefOXhcQcW35cByT3Gc+TeHkp1F47PRvDH3ZJAGYgLeOTN4XlZjnzhIe7tWW6Sf/DhtXjtKxdjSZ4OJrWTSIvRsHS80CqN87rsinNGKwTfSBdCAPji5Svw2lc3Y0MeJWdm09eSdDEdmeAB7pUhHCjh+zqiZdKBZdzNBwA1Lgee/Nz5eOKz5+d03aXTmbZv13nLVMCSSwj94bjiRl5jgvsKALqbamC3CQjFEjjhjygPHcq9jJUgCIIg5gMSsIiy4gPrFqLO7cDhsQBeeGdM8z13bxsAY1IZGQDc/fKRnJ/71rFpxEWG1lo3FjYaz4rRo87jQIkbD2kuQ66ObQPj+jdYgiAoT2wHxgOKWLC8vS4lXJlnfPAQfD3eMBDgzlkvC1IHRvxZM3j0QuGN5n8Viz/vHcGxqRCafS5cubYr63uVToSqsti7X+oHAFy0og2bTmrBsvY65d9NZy+W3rNtwFDIfb48vGsIM+G44py6Z9tAiotxwMBNuSAIKTlY8836ecynYoypbjgbld+rO5+mC6kP7hhENCEq6+jul4+Ykrc2LYe4d2bpMGizCQW5fxal5eikMyYLWHoNCpROaBoCWFDOwPK6sosRgiAo3d0qBbVzTcm/MtBxrxzIFb6fzMDKz4EFSKJmvuIVkHRgcco2A8vLSwhjSrddM/KvAOnBCL+OeevYNMZk9xoJWARBEIQVIAGLKCt8bgc+dLrUSv1u2eGiZjYSV5wp37jyFNjAsL1/EnuGsgeMq4PAS93yupjk6tjGuxQt1rmw5Re8A+PBjLB0Dhf9GAPezrKe+d+vN1Ci2V7vQWeDByKTOh9qkZKp1ZOaqcXzv94emlHKH0vJnS/2AwC2nNWbs205D3IfkR1YM+EYfvOa1K3rY+csznj/1esXosHrxJGJIJ7ed2Iel1pap3e/3A8A+D8XLUOzz4VjUyH8ee+I8p6BMgilXjePDR2OTkplmk67kFHaqpWDlRAZ7pNF8VsuWQanjWHPcT92DJS+XNWIA6tQlDykMe08JF5CqNWJEkgKW1p5SooDK8d3oxLhLqYj40EcHtXu0liuLM6yzSOxBMIJ3oUwPwfWXEgXZ+vc5enAqlOFuCuOTpMELCD5vXz2gORAb/G5Kk4MJgiCIIhCIAGLKDuu3ygFwv5l3wiOTqZeaP/u9aPwR+JYssCHD63vwtoWyRXxC9nRoscbeYgrlUSuLKlkB8LsLoqB8aCu2wlIll7t1hGbIvGEIiIaLdHMFaJ9fDqME/6IFPq+MLVUo7fZi6YaJ6Jx0VB3xPlk73E/Xjk8AbtNUPbVbHTIN2i8E+GvdxxFIJrAsrZanH1SZumU12VXSmnvyrFf58vOwSm8dWwGLocNN2xchI/I43BBDlAJWCbmqfCS0f0jfkUMKRSe3bayM7O0Vev78/S+Ezg2FUJjjRNbzurBGa3SMeYu1ToqBbORuCIodGRxYBUKF6D0yslGQ9LYeuJMtjyloMESwkqkq9ELl92GaELEy4fHAQC9FVJCyF13Q9OhjNy3CTnLzGkXSppD1VFhJYTHJkNK85DVJpUQAsmHUlzAypZZSBAEQRDVBAlYRNmxVL6xFxlw/yvJ8kBRZMoN/U1n98FmE3B+p+S+eWjnMUwEolofByDp5Fg/x/yrciNXx7ZsJYTq3x8em1WeKmuF3PNSiTePaYtFe4/7EU2IaPa50GuwnCaXy4aLCis66jJKU9Sd8EpdRniPvE9evqrDkLCglBDORJAQmSK2ZuvWdcPGRbAJwAvvjOHgiH9+FhxQcruuXNOFJp8L129cBLtNwCuHJ7BnaAazqq5qZt4QdTZ40V7vRkJkeCuHuzIX2fJq1vRIOXJHJ0PKvO95WVpH15zRA4/TjvM6pGPM428PY2iqdF0vR2ak5al1O5TOifMJ/+6P+iOaZbxjORxYizS6mHKMdiGsROw2AT3NUvkWF3srxYHV4nOhzu0AY8DgROrDoXG5DK3Z5yqpSzn9GFruJYQBed9e0uorahl1LhapgtyBzE6hBEEQBFGtkIBFlCVb5bbcD746iEhcumB8/p0xHBoNoM7twAdPk8oM+2qBVV31iMRF/HK7dhbWqD+CY1MhCIK5T0yLQbaObeFYAkNy2VquHJtth8YRiCbgc9mxrC2zgyC/+ediQDo7j0jlVWu7Gwzf/ORyYOmVNBr9+2IwGwP+sEsK9/7YOX2G/iYpYIXxzP4TODIRRL3HgavX63fr6m6qwSWnSJ3+7pwnF9ZEIIpH5GBy3va+s8GLy+SOgr94qV9px95U4zT15gxIbt9dOvucUXjzAa28mnqPEyfJ4ec7j0yhfyyghOvzcP4uH7BxcRMSIlPErVIwIjv2OuqLU87V4HUqnUnTRajJYBRB2f2l58RTHFxjgYx8sJDShbA83TRzJf14WinuF0EQFEEyPbx/PCAJpoXkX82FOo8TPpXQWbZdCNOENbMC3DkZ+2CF5LARBEEQxFwhAYsoSzavbEdHvQfjgSgekzuA3fXiYQDAh8/oURwJggBs3SjdaN778gBiicw8JC5wLGurrbqMiGwd2/iT2XqPA006Ic/8qW04Jq231d0NSnC1mtULJafK0HRY6VSlRi+rKht8rOGZcEqHPuUzc4TCmyFgbTshIBIXsXphA07rNTbXDpWAxR2E153Vm/Pm/iZZIPvd60cxHdJY6Xny4KtSMPma7oaUdfqxs6VxHtp5TFmX5dBVje9LcxGwEiJTMtb08mrU+9F9r0gC1fnLF6Ssg61yqegvtx/JKL0qFrzktBjlgxylo15aJhLPtWqvd+u6qLj47Q/HMRlM3T95iHs1lhACqd+PGpcdC0qYGTVX1CH0asZlB3OpBSwgdR+vK1MBqzZtucwKcOekOyN5ph1BEARBVDsVK2Dddttt6Ovrg8fjwYYNG7B9+3azF4mYRxx2G7bIDoh7Xh7A4bEAnt4vOSO4O4tzxeoOtNa6cHw6jCfeHsn4LB5wbjSbqdLQ69jGb1D6Wn26rqjOBg8cKsFKT4CqUzlVjsxmfpYiYOWRMVbjcmB5e53896kB2fGEqAgPerllfHseHgtgKqhfPjpfxBIiXhiWDpk3na1f/pcOd2AdPDGL5w+OwSZIJYK52LC4GSs66hCOifj1a8cKX3DIweSyOJOe23X6oiasWii5GP/rqYMAyqOb1Xw4sN4dnUUwmkCNy46lcsdOvXFePjSOX+2QwvXTjzHvXbEACxu9mArG8L8757YtjMJLCNuL5MACVDlWaWLGEQOlcR6nXQngVrt5RJEpgng1lhACqeJBb3NNRTUG4dv0cJpoWTYCVpmGuDvtthRBdq3J1xPdTd6Uh029JmYWEgRBEEQpqUgB68EHH8TnP/95fP3rX8frr7+OtWvX4tJLL8WJE/PbsYswl+vO6oHDJuC1gUl8+fdvAgDee3JbxpNHt8OGLWdJYtddLx3O+JxC3EGVhF6WlBLgnsVN47Db0KMqPcgm8vGSiXQBazIQVRwb6/J8Ks3HS3eP7R/xIxRLoM7jwJJWbeGhscallFGUwoX1570nMBUV0OJz4f1rOw3/HRcgeLfEzSvbU9a5HoIgKGWK975yBBoRZ4Z5Zv8JHJ0MocHrxF+t7coY56azpW6I3PVTDg6sNd0NsAlSmP90gfokLx9ctVDbWQgk98EdA5OYDsXQ3eTF+cvbUt5jtwm48WxJ1Lrzxf6MkrlioDiwitCBkKO4cdLKyfoNZjv1KTk8yb8PqRxq1erAWqz6flRa9pDWNgOSGVgttSYIWPVSpphTYHCXcedKXkbosAk4tave1GVx2m3obvIqP1dKDhtBEARBzJWKFLD+4z/+A5/85CfxsY99DKeccgp+8pOfoKamBnfccYfZi0bMI211HiWf56V3pW5PN+nkDl2/cREcNgGv9k/iLVWnPFFk2D0o/VytDiy9jm1qB1Y21NkZ2bo08hKsgdSoLeyUw9+XtPrQoFOqqMd6HfGNC1Jruxth0xEegNKWEd79spSxdt2Z3Rnd7LLR7HPBZU8eavX2YS2uWrcQjTVOHJsK463Jwl0eyWDybng0bhCvXNuJVtWN66IyyFPxuZMOvQEN158Rdint7vXzalZ01MHjTG4fHmyfzrVn9MLrtGPfsNSFstiUxIGlU07GBaxcTjwtASyoOgZ58vieVBLqcq1ycCvmg55oyZugNJviwJL28TKtHlTg5Y3L2+s0j6OlhouRtW6HKduNIAiCIMygzC8XMolGo3jttddw6623Kr+z2WzYvHkztm3bpvk3kUgEkUhE+XlmRupqFYvFEIvNPVvGTPjymzGPUoy95cxuJXj6pAU+bFjUkDFuLBZDk9eJy1e14+Hdw/jS73YrN6zBWAL+SBxepw2Lm93ztqzltN5baxxor3NjxB/BP/16J5plEek5ub12T2P2efc2SQ6Pjno3mr123fee0iGH//oFfP0Pb8Nuk2769w5LXfLWLKzPe32s6pTcVbuOTuGrv9+t/P7VgSkAwOqFdSmfmT731V11+P0bwENvHMO4PzNHa76IxEXsGJiCTWD48PqOvOfZVufC0akwlrfV4owe4+vJDuDa07vx0+cP45EjNoRU690oCcaUVuvXnrFQc2wbgGvP6MZtzxwCAHSr9hkz9/U1C+uxb9iPp44VNvc/75Vcuad21mVd/lVd9dgxMAWXw4ar13Zozr3G6cRV6zrxwKtH8S9/eBtnLmosbFIG4aWTC2ocRVv33Q3STe+e4zMp37/t/RPy69mPHT1NkvDwxzePY1IOAZ/lHQidNiQScSQKiAwrp+OrFq01DjjtAmIJhu5GT0WdVxbK23xoOoyv/H43uFS7vV8q42706J8DisUCWTz32st3mwNJASv9vFSKsbXg5+7eZi/i8cxOosUcez4o9+85jV1d49PYtM2tMnYlMNf1IrBS1ELMI0NDQ1i4cCFeeuklbNq0Sfn9LbfcgmeffRavvPJKxt/8y7/8C77xjW9k/P7+++9HTU1lPT21GowB39ttx1BQwIcXJ/CeDv3dtd8P/PAtbU12eYOI/+eUzID3auGuAza8Ma59c/+FNXF0ZzFhvTQi4MFDdpzeKmLrMv11FBOBL71qR1TUdsNcuySBs9vzO5yIDPjyDjuCce3PvHlFAiub9D/zaAD4/u7S6fCntYi4cXn++9Hte2zYN20raB1NRoBvvm6HiLnl7KxsFHHzSv1ln44C33hdchV88/QEasug38H2EwLue3duTgcBDF87LYHmLEamR47Y8OQxG85aIOKjS/XX0fEg8J1dpX3u86V1cbR7c7+vEMJx4Es77Egw7X3ry+viaMsy9t5JAT/Zp719WtzSeq9Wvr/bjqMBAf/n1DiWmFtNlheMAV99zQ5/THubf+aUBJY1lPaycN+UgNv32rGsXsRnTi3f8/SdB2zYOW7DR09K4Kw28y+d+bn7jFYRN2Q5dxMEQRBEOREMBrFlyxZMT0+jvj7/i6iKc2AVwq233orPf/7zys8zMzPo6enBJZdcUtBKKydisRiefPJJXHzxxXA6S3vHWaqxV20MYnv/JD60viulnExr/EWnDOPgidQaN7tNwJVrOuY1q6Tc1vv6c8L43RtDGV0YFzXX4Or1XVofo3BxQsTanUO48OQFaM3RTatl+Qk88JfXsWTJYtjsyRvXBq8TW87sLii/pHPVJJ5/Zzzj9+31blx3RndKQLLW3NuXH89oCV8MHALDAv/Bgrb5qRuC2Dk4hSvXdGYtidSja8Uwfvvszoz1bhSn3YYPru9SQrf1WLpuEpG4iPcsbVF+Z+a+fnFCRO+2Abz+1v6C576yow6Xntqe9T3nReL4w67juHJNZ0oXNK25955yAm8fn8l7OfJFTCQwe/wQrv+r4q73lhWjeGMwNShfTCQQHD6Ej+YY+zKRoXPHUZzwRzJeu2B5a8Fl2+V2fNViyWl+vD00gw+u75q3EPdSzbtz9RSeOziW8jsxkcDEsUO4+UMXwe0qbTnaZSJD56tHED76dllv89Wbgnju4DiuOX0hnPb5SeCYyzZ/byyBlW8M4b0nL8h5bJ/vseeDSvie09jVMz6NTdvcKmNXArwarlAqTsBqbW2F3W7HyEhqt7mRkRF0dHRo/o3b7YbbnXlj7nQ6q2anMnMuxR57aUcDlnboZ9iox//AaT1FW45cY5ca9di9rU589uKTC/wcYMvGxYbe+57lbZh5R8QVl5w8b/PeuLQNG5e25X6jCvXc//qM3nlZjlzEYjE8+ujBgrZ5rn04Fxeu7EDo8Pyudy3OXqa/HczY151O4G/esxgdM3uLOvcmpxM3nrMky3Ik537F2oW4Yu3CoiyHGml/e7fo633zqV3YfGqqyJ3P2NnW21wpl+OrFqt7mrG6p9mUsefKhpMWYMNJC1J+x7e52+UyZZ1/ZMMiPDr+dllv8yVtDVjSVvhxfC5j6/3NTfPw/TP7WrictzmNXX3j09jmYNW5m73ey5W5rpOKC3F3uVw4/fTT8dRTTym/E0URTz31VEpJIUEQBEEQBEEQBEEQBFEdVJwDCwA+//nP48Ybb8QZZ5yBs846Cz/60Y8QCATwsY99zOxFIwiCIAiCIAiCIAiCIOaZihSwrr32WoyOjuJrX/sahoeHsW7dOjz++ONob8+ec0IQBEEQBEEQBEEQBEFUHhUpYAHAZz7zGXzmM58xezEIgiAIgiAIgiAIgiCIIlNxGVgEQRAEQRAEQRAEQRCEtSABiyAIgiAIgiAIgiAIgihrSMAiCIIgCIIgCIIgCIIgyhoSsAiCIAiCIAiCIAiCIIiyhgQsgiAIgiAIgiAIgiAIoqwhAYsgCIIgCIIgCIIgCIIoa0jAIgiCIAiCIAiCIAiCIMoaErAIgiAIgiAIgiAIgiCIsoYELIIgCIIgCIIgCIIgCKKsIQGLIAiCIAiCIAiCIAiCKGtIwCIIgiAIgiAIgiAIgiDKGhKwCIIgCIIgCIIgCIIgiLKGBCyCIAiCIAiCIAiCIAiirCEBiyAIgiAIgiAIgiAIgihrSMAiCIIgCIIgCIIgCIIgyhoSsAiCIAiCIAiCIAiCIIiyhgQsgiAIgiAIgiAIgiAIoqwhAYsgCIIgCIIgCIIgCIIoa0jAIgiCIAiCIAiCIAiCIMoaErAIgiAIgiAIgiAIgiCIsoYELIIgCIIgCIIgCIIgCKKscZi9AGbAGAMAzMzMmLwkcycWiyEYDGJmZgZOp9MyY5s9Po1N25zGrv7xaWza5jR29Y9PY9M2p7Grf3wam7a5VcauBLgGwzWZfLGkgOX3+wEAPT09Ji8JQRAEQRAEQRAEQRCEdfD7/WhoaMj77wRWqPRVwYiiiKGhIdTV1UEQBLMXZ07MzMygp6cHg4ODqK+vt8zYZo9PY9M2p7Grf3wam7Y5jV3949PYtM1p7Oofn8ambW6VsSsBxhj8fj+6urpgs+WfaGVJB5bNZkN3d7fZizGv1NfXm/YFMXNss8ensc3BqnO36thmj09jm4NV527Vsc0en8Y2B6vO3apjmz0+jW0OVp272eu9nCnEecWhEHeCIAiCIAiCIAiCIAiirCEBiyAIgiAIgiAIgiAIgihrSMCqcNxuN77+9a/D7XZbamyzx6exaZvT2NU/Po1N25zGrv7xaWza5jR29Y9PY9M2t8rYVsCSIe4EQRAEQRAEQRAEQRBE5UAOLIIgCIIgCIIgCIIgCKKsIQGLIAiCIAiCIAiCIAiCKGtIwCIIgiAIgiAIgiAIgiDKGhKwCIIgCIIgCIIgCIIgiLKGBCyCIAiCIAiCIAiCIAiirCEBiyAIgiAIgiAIgiAIgihrSMCqIvbu3YslS5aYMva7776L9773vaaMDVh37ladNwDs2rULdrvdlLHNXO9W3uZWnbtV5w1Yd+5WPb6ZPT5tc3Ow6tzN3N8GBwfxN3/zN6aMDVh3vVt5m1t17mZfR1UjJGBVEdFoFAMDA6aMPTs7i2effdaUsQHrzt2q8+YwxkwZ18z1buVtbtW5W3XegLXnbsXjm9nj0zY3DyvO3cz9bWJiAr/4xS9MGRuw7nq38ja36tzNPq9UIw6zF4Awzuc///msr4+OjhZt7P/6r//K+vqxY8eKNjZg3blbdd4A8MEPfjDr69PT0xAEoShjm7nerbzNrTp3q84bsO7crXp8M3t82ubaFHubW3XuZu5vf/jDH7K+fujQoaKNDVh3vVt5m1t17mZfR1kRgZn1yIPIG7vdjnXr1qG+vl7z9dnZWbz++utIJBLzPrbNZkNnZydcLpfm69FoFMPDw0UZG7Du3K06bwBwOp24+OKL0d7ervn6xMQEHnnkkapb71be5ladu1XnDVh37lY9vpk9Pm1zc7a5Vedu5v5ms9kgCEJWZ5sgCPQ9r7KxzdzmVp272ddRloQRFcPy5cvZPffco/v6G2+8wWw2W1HG7uvrYw8++KApYzNm3blbdd6MMbZ69Wr285//3JTxzVzvVt7mVp27VefNmHXnbtXjm9nj0zYv/diMWXfuZu5vXV1d7KGHHjJlbMasu96tvM2tOnezr6OsCGVgVRBnnHEGXnvtNd3XcynPc+H00083bWzAunO36rz5+K+//rru6263G729vUUZ28z1buVtbtW5W3XegHXnbtXjm9nj0zbXhs7n1bm/0fecxi7V2GaPb9WxrQqVEFYQw8PDiEQiWLRoUcnH3rNnD4LBIM444wzN12OxGIaGhoq2bFadu1XnDQCRSASJRAI1NTVF+fxsmLnerbzNrTp3q84bsO7crXp8M3t82ubmbHOrzt3M/e35559HIBDAZZddpvl6IBDAjh07cP7558/72IB117uVt7lV5272dZQVIQGLIAiCIAiCIAiCIAiCKGuoC2EFEo/H8fbbb2N4eBgA0NHRgVNOOQVOp7Mk409PT6eM3dDQUJJxAevO3arzBqSneK+88krK+Bs2bEBHR0fRxzZzvVt5m1t17ladN2DduVv1+FYO49M2L/06t/LczTy+ApILDpDKNUuJlde7Vbc5YN25mz1vy1D0lC1i3kgkEuzLX/4ya2xsZIIgpPxrbGxkX/nKV1gikSja+D/72c/YypUrmc1mS/m3cuXKrOGc84FV527VeTPG2OzsLPvoRz/K7HY7czgcrK2tjbW1tTGHw8Hsdju7/vrrWSAQKMrYZq53K29zq87dqvNmzLpzt+rxrRzGp21e+nVu5bmbeXx94okn2OWXX84aGxuVcRsbG9nll1/OnnzyyaKObeX1btVtzph1527mvK0ICVgVxBe+8AW2YMEC9pOf/IQdPnyYBYNBFgwG2eHDh9lPf/pT1tbWxm655ZaijP29732P1dTUsC9+8Yvs6aefZnv27GF79uxhTz/9NLv11luZz+dj3//+94syNmPWnbtV580YYx//+MfZsmXL2OOPP87i8bjy+3g8zv70pz+x5cuXs0984hNFGdvM9W7lbW7VuVt13oxZd+5WPb6ZPT5tc3O2uVXnbub+dtdddzGHw8Guu+46duedd7JHH32UPfroo+zOO+9kH/nIR5jT6WR33313UcZmzLrr3crb3KpzN/s6yoqQgFVBtLe3s8cff1z39ccff5y1tbUVZeze3t6sLUIfeOAB1tPTU5SxGbPu3K06b8YYa2xsZC+++KLu6y+88AJrbGwsythmrncrb3Orzt2q82bMunO36vHN7PFpm2tT7G1u1bmbub8tW7aM/fjHP9Z9/bbbbmNLly4tytiMWXe9W3mbW3XuZl9HWRGb2SWMhHH8fj+6urp0X+/s7EQgECjK2CdOnMDq1at1X1+9ejXGxsaKMjZg3blbdd4AIIoiXC6X7usulwuiKBZlbDPXu5W3uVXnbtV5A9adu1WPb2aPT9tcm2Jvc6vO3cz97ciRI9i8ebPu6xdddBGOHj1alLEB6653K29zq87d7OsoS2K2gkYY54orrmCXXHIJGx0dzXhtdHSUXXbZZex973tfUcY+99xz2datW1ksFst4LR6Ps61bt7LzzjuvKGMzZt25W3XejDG2ZcsWtn79evb6669nvPb666+z008/nX30ox8tythmrncrb3Orzt2q82bMunO36vHN7PFpm5uzza06dzP3t9NOO4194Qtf0H39lltuYaeddlpRxmbMuuvdytvcqnM3+zrKigiMMWa2iEYYY3BwEFdccQX27duH1atXo729HQAwMjKCN998E6eccgoeeeQR9PT0zPvYu3fvxqWXXopYLIbzzjsvZeznnnsOLpcLTzzxBFatWjXvYwPWnbtV5w0Ak5OT2LJlC/70pz+hqakJbW1tAKQnHVNTU7j00ktx//33o7Gxcd7HNnO9W3mbW3XuVp03YN25W/X4Zvb4tM3N2eZWnbuZ+9szzzyD97///ViyZAk2b96cMvZTTz2FQ4cO4Y9//CPOO++8eR8bsO56t/I2t+rczb6OsiIkYFUYoijiT3/6E15++eWUNp2bNm3CJZdcAputeFWhfr8f9957r+bYW7ZsQX19fdHGBqw7d6vOm7Nv3z5s27YtY/wVK1YUdVwz17uVt7lV527VeQPWnrsVj29mj0/b3JxtDlhz7mbub/39/bj99ts1x7755pvR19dXtLEB6653K29zq87d7POK1SABiyAIgiAIgiAIgiAIgihrKMS9wlm9ejUGBwdNGft973sfjh8/bsrYgHXnbtV5A0B9fT0OHTpkythmrncrb3Orzt2q8wasO3erHt/MHp+2uTlYde5m7m+f/vSnTQ2Ttup6t/I2t+rczb6OqnZIwKpw+vv7EYvFTBn7ueeeQygUMmVswLpzt+q8AcBMw6iZ693K29yqc7fqvAHrzt2qxzezx6dtbg5WnbuZ+9u9996LmZkZU8YGrLverbzNrTp3s6+jqh0SsAiCIAiCIAiCIKoYSo2xHlbe5laee7VDAlaFc+6558Lr9Zoy9qJFi+B0Ok0ZG7Du3K06bwC4/vrrTQtCNHO9W3mbW3XuVp03YN25W/X4Zvb4tM3NwapzN/v4aiZWXe9W3uZWnbtV510qKMSdIAiCIAiCIAiCIAiCKGvIgVVFTE5O4u677y7KZ//2t79FMBgsymfPB1adu1XnDQAjIyP45je/WZTP/sEPfoCBgYGifPZcsfI2t+rcrTpvwLpzt+rxDaBtXgzKfZtbde6BQADPPfdcUT77tddeK8rnzhdW/Z5beZtbde7FnLdlYUTVsHPnTmaz2Yry2YIgsPr6evbJT36Svfzyy0UZYy5Yde5WnTdjxZ+73W5nmzdvZg888ACLRCJFGacQaJtbb+5WnTdj1p27VY9vjNE2LwZW3+blOvdiz/ukk05i3/72t9mxY8eKMsZcoO/5/GP1bV6ucy/mvK0KObAqiJmZmaz//H5/Ucf/p3/6J+zYsQObNm3CqlWr8KMf/Qjj4+NFHZNj1blbdd4AsHv37qz/9u/fX9Txf/7zn8Pn8+GGG25AV1cXPvvZz+Ktt94q6piAtbe5Vedu1XkD1p27VY9vAG1zK25zK8/dTN773vfiP//zP7Fo0SK8//3vx0MPPYREIlGSsa36PTcbM7e52Vh57pbDbAWNMI4gCMxms+n+468Xa+yRkRHGGGM7duxgf/d3f8caGxuZ2+1mH/7wh9kTTzxRlHHV41tx7ladNx+fzzH9XynnPjIywr773e+yFStWMJvNxs4880z2P//zP2xmZqZoY1t9m1tt7ladNx/finO36vGNj0/b3Jrb3Gpzb2pqyvqvvr6+6POOxWLsN7/5DbviiiuY3W5n7e3t7JZbbmH79+8vyrjq8a34PbfyNrfq3M2ct1WhEPcKoqGhAV/+8pexYcMGzdcPHjyIv/3bvy2K2myz2TA8PIy2tjbld+FwGL/+9a9xxx134LnnnkNvby8OHz4872MD1p27VecNAK2trfje976Hiy66SPP1t99+G1deeWXJ5g4Azz//PP7v//2/+M1vfgMAmJ2dnfexrbzNrTp3q84bsO7crXp8A2ibW3GbW3XuPp8Pf/d3f4fVq1drvj4wMIBvfOMbJZv3sWPHcMcdd+Cuu+5Cf38/zjnnnKJl81j1e27lbW7VuZs5b8titoJGGOeCCy5g3/3ud3Vf37lzJxMEoShj22w25WmGFgcPHmRf+tKXijI2Y9adu1XnzRhjl1xyCfvXf/1X3dfNnPv09DT7n//5n6KMbeVtbtW5W3XejFl37lY9vjFG21yPat7mVp372WefzX70ox/pvl7MbJxc8/7zn//MtmzZUpSxGbPu99zK29yqczdz3lbFYbaARhhny5YtCIVCuq93dHTg61//elHGZjmMekuXLsW3v/3toowNWHfuVp03ANx8880IBAK6r/f29uLOO+8syti55l5fX49PfvKTRRnbytvcqnO36rwB687dqsc3gLa5HtW8za069/e9732YmprSfb25uRlbt24tyti55n3RRRfpOuLmA6t+z628za06dzPnbVWohJAwxMDAAHp7eyEIgtmLUnKsOnerztvKWHmbW3XuVp03YO25WxXa5oRVePbZZ3HOOefA4bCeV8Gq33Mrb3Mrz92KkIBFEARBEARBEARBEARBlDUkU1YYY2NjuOOOO7Bt2zYMDw8DkGy4Z599Nm666SYsWLCgKsc2e3wa25xtvmfPHvz4xz/OGH/Tpk34zGc+g1NOOaUqx7byNrfq3K06ttnjmzm2VY9vAG1zK25zq849Go3ioYce0tzfrrrqKrhcrqocG7Du99zK29yqczd7vVsNcmBVEK+++iouvfRS1NTUYPPmzWhvbwcAjIyM4KmnnkIwGMSf/vQnnHHGGVU1ttnj09jmbPPHHnsMH/jAB3Daaafh0ksvTRn/ySefxGuvvYb//d//xaWXXlpVY1t5m1t17lYd2+zxzRzbqsc3gLa5Fbe5Vef+zjvv4NJLL8XQ0BA2bNiQMvYrr7yC7u5uPPbYY1i6dGlVjQ1Y93tu5W1u1bmbvd4tSSkT44m5sWHDBvapT32KiaKY8ZooiuxTn/oU27hxY9WNbfb4NLY523zNmjXsq1/9qu7rX//619nq1aurbmwrb3Orzt2qY5s9vpljW/X4xhhtcz2qeZtbde6bN29mV111FZuens54bXp6ml111VXskksuqbqxGbPu99zK29yqczd7vVsRErAqCI/Hw/bu3av7+t69e5nH46m6sc0en8Yu/dh8/H379um+vm/fvqLO3cyxrbzNrTh3q45t9vhmj23F4xsfn7Z5JtW+za04d6/Xy958803d13fv3s28Xm/Vjc2Y+d81s8a28ja36tzNXu9WxGa2A4wwTkdHB7Zv3677+vbt2xXbYjWNbfb4NHbpxwaAvr4+/PGPf9R9/Y9//CMWLVpUdWNbeZtbde5WHdvs8c0c26rHN4C2uR7VvM2tOvfGxkb09/frvt7f34/GxsaqGxuw7vfcytvcqnM3e71bEQpxryD+6Z/+CZ/61Kfw2muv4aKLLsqo6f7Zz36Gf//3f6+6sc0en8Y2Z5t/85vfxJYtW/DMM89oZhg8/vjjuP/++6tubCtvc6vO3apjmz2+mWNb9fgG0Da34ja36tw/8YlPYOvWrfjqV7+qub9961vfwt///d9X3diAdb/nVt7mVp272evdkphtASPy44EHHmAbNmxgDoeDCYLABEFgDoeDbdiwgT344INVO7bZ49PY5mzzF198kV177bWst7eXuVwu5nK5WG9vL7v22mvZSy+9VLVjW3mbW3XuVh3b7PHNHNuqxzfGaJtbcZtbde7f+c53WGdnJxMEgdlsNmaz2ZggCKyzs5N997vfrdqxGbPu99zK29yqczd7vVsN6kJYocRiMYyNjQEAWltb4XQ6LTG22ePT2OZsc6ti5W1u1blbdWyzxzd77laFtjlhFQ4fPozh4WEAUonb4sWLLTE2YN3vuZW3uVXnbvZ6twqUgVWhOJ1OdHZ24plnnkE0GrXM2GaPT2Obs8053/nOdzA1NWWZsa28za06d6uObfb4Zs8dsN7xDaBtbsVtXg7jmzH24sWLsWnTJoiiiK6uLsuMDVj3e27lbW7VuZu93i2D2RYwYm7U1dWxd99913Jjmz0+jW0OVp27Vcc2e3wa2xysOnerjm32+DS2OVh17lYd2+zxaWxzsOrczV7v1Q45sCocZmIFqJljmz0+jW298Wls641PY1tvfBrbeuPT2NYbn8a23vg0tvXGt+rYVoAELIIgCIIgCIIgCIIgCKKscZi9AMTceOyxx7Bw4ULLjc3HN6u+2OyxrbrN9+zZY9p6N3NsK29zs79rtM3NGd+K23zPnj2mrXczxwasu79beZtb9Xz+05/+FO3t7ZYbG7Du99zK29yqczd7vVc71IWwChgZGQFjDB0dHZYYO5FIYGxsDDabDQsWLCjZuGaPPT09ndLZoqGhwRJjEwRjDKIowm63W2rsu+66C1dffbUp3zczx7YqBw8exJEjR7Bo0SIsXbrUMmNbjUQikXI82b59O0RRxPr16+F2u6t2bM6RI0dw/Phx2Gw2LFmyBC0tLSUZ1+yxASASiQBAydZ1uYxNEFbkmWeewYYNG+D1es1elOqjiPlaxDwzPj7OPvShD7Genh528803s3g8zj7+8Y8zQRCYzWZjmzZtYkNDQ1U3NueRRx5h5557LnO73cxmszGbzcYaGhrY9ddfzwYGBqp27J/97Gds5cqVyrj838qVK9nPf/7zqh07Fzt37mQ2m60qx/7jH//IPv7xj7MvfOELbO/evSmvTUxMsAsvvLAqx47FYuzLX/4yO++889jXvvY1xhhj3/ve91hNTQ1zuVxs69atLBKJVN3YejidTrZnz56SjlnqsV955RUWj8eVnx9++GF23nnnsa6uLnb66aezX/ziF1U59r/927+xP//5z4wx6Xt10UUXMUEQlHPqZZddxiYnJ6tubMYYq62tZX/zN3/DXnzxxaKNUY5j9/f3s9NPP53Z7XZ22WWXsenpabZ582Zl3S9ZsoTt37+/6sbm3Hbbbay3tzfjeuKcc85hO3bsqNqxn3jiCXb55ZezxsZGZdzGxkZ2+eWXsyeffLJqx87Fnj172OLFi6ty7J07d7J//dd/ZbfddhsbHR1NeW16epp97GMfq8qxGZPuG7Zu3cruuOMOxhhjDzzwAFuxYgVbvHixcm1VjWNrYeY1XLVDAlYF8Td/8zds1apV7L//+7/Z+eefz6666iq2Zs0a9sILL7CXXnqJnXnmmWzr1q1VNzZjjN19992srq6O/eM//iP78pe/zDo6OtgXv/hFdvvtt7Pzzz+ftba2sgMHDlTd2PwG+otf/CJ7+umn2Z49e9iePXvY008/zW699Vbm8/nY97///aob2wg7d+5kgiBU3dj33Xcfs9vt7H3vex97z3vewzweD7v33nuV14eHh4smnpk5NmOMfeUrX2Ht7e3s85//PDvllFPYzTffzLq7u9m9997LfvGLX7CFCxey7373u1U3dlNTk+Y/QRBYQ0OD8nO1jc0YYzabjY2MjDDGGPvDH/7AbDYb27p1K7vtttvYJz7xCeZwONjvfve7qhu7u7ubvf7664wxxj7xiU+w9evXs9dff52FQiG2c+dOtnHjRvbxj3+86sZmjDFBENipp57KBEFgK1asYP/+7//OTpw4UbTxymXsD33oQ+z8889nDz/8MLvmmmvYOeecwy644AJ29OhRNjQ0xC699FL2gQ98oOrGZoyx73//+6yrq4v993//t/Jg7Jvf/CZ77LHH2A033MBqamrYq6++WnVj33XXXczhcLDrrruO3XnnnezRRx9ljz76KLvzzjvZRz7yEeZ0Otndd99ddWMboVofQv7pT39iLpeLnXrqqay3t5e1tLSwv/zlL8rrxbyOMnNsxhj74Q9/yHw+H/vgBz/IOjs72be+9S3W0tLCvvWtb7FvfOMbrL6+nv30pz+turHXr1+v+U8QBLZy5UrlZ2L+IAGrgujs7FSeGg4PDzNBENgTTzyhvP7CCy+whQsXVt3YjDG2YsUK9sADDyg/v/rqq6y7u5uJosgYY+zaa69lV199ddWN3dvbyx588EHd1x944AHW09NTdWMzxtjVV1+d9d973/veop2IzRx73bp17D//8z+Vnx988EHm8/kUx1sxL0DMHJsxxpYsWcIefvhhxhhjBw8eZDabLeW79+CDD7JVq1ZV3di1tbXsfe97H7vrrruUf3feeSez2+3s29/+tvK7ahubMUlQ4CLSe97zHvbFL34x5fVvf/vbbOPGjVU3ttvtZv39/Ywxxvr6+tizzz6b8vqOHTtYZ2dn1Y3NWHK979y5k33mM59hzc3NzOVysQ9+8IPs0UcfVc6t1Tb2ggUL2BtvvMEYY2xqaooJgsCef/555fXXXnuNtbe3V93YjEn72aOPPqr8vH//ftbS0sJisRhjjLF/+Id/YBdffHHVjb1s2TL24x//WPf12267jS1durTqxmaMsc997nNZ/11//fVFu54wc+xNmzaxL33pS4wxxkRRZN/97ndZbW0te+yxxxhjxb2OMnNsxqT7pfvuu48xxtjrr7/OHA5HSrXGz3/+c3b66adX3dgOh4Nddtll7F/+5V+Uf1//+teZzWZjn/70p5XfEfMHCVgVRE1NjXLRyZhkTXzzzTeVnw8dOsR8Pl/Vjc0YY16vlx0+fDjldw6Hgx07dowxJpWCNDY2Vt3YHo8nq/307bffZl6vt+rGZkxax5dffjm76aabNP/91V/9VdFOxGaO7fP52KFDh1J+95e//IXV1tay22+/vagXIGaOzZi0zx05ciTlZ3UZ46FDh1hdXV3VjX3w4EHFxer3+5XfOxwO9vbbbxdlzHIYm7FUEamtrS2jnGffvn1FO76aOfby5cvZI488whhjbPHixRklbW+88Qarr6+vurEZS13vjDEWDofZ/fffzy666CJms9lYd3c3++pXv1p1Y9fV1SnH10QiwRwOB9u5c6fy+sGDB4t2jDFzbMaka0j1dZQoiszhcCjREzt37mS1tbVVN7bb7Wb79u3TfX3fvn3M4/FU3diMSQ7X0047jV1wwQWa/84444yiXU+YOXZ9fT175513Un533333MZ/Pxx5++OGiXkeZOTZj0v2SOlbF7Xazt956S/n54MGDRb1XM2vsF154gZ100knsa1/7GkskEsrvS3UdZUVIwKog1q5dqzxNefTRR1ldXR37wQ9+oLx+++23F80hYObYjDG2cuVK9utf/1r5+bXXXmMul0vJLzl48GDRBDQzxz733HPZ1q1blSeFauLxONu6dSs777zzqm5sxhhbvXp11pytN954o2gnYjPH7uzsZNu2bcv4/TPPPMNqa2vZl7/85aocmzHG2tvb2e7du5Wfzz77bHb06FHl57179xbtxtrMsRmTMrhuueUWdtJJJ7EXXniBMVa6ix8zxxYEgT399NNs165dbNGiRWz79u0pr+/bt69oN5dmjv3973+frVy5kh08eJD94Ac/YJs2bVJuPA4dOsQuuOAC9td//ddVNzZjqaWb6Rw+fJh95StfKZq718yxN27cyL7yla8wxhi74447WHt7e4rr75vf/GbRHAJmjs2Y5O79n//5H+Xnp556itXU1CiOt3379hVNQDNz7NNOO4194Qtf0H39lltuYaeddlrVjc2YJJTfc889uq8X8zrKzLEXLFigmav2y1/+ktXU1LDbb7+9KsdmjLGWlpaUB9/d3d0p5oeDBw8W7Zxq5tiMSc7W6667jm3YsEE5n5KAVTxIwKog7r33Xma329nSpUuZ2+1mv/71r1lXVxe75ppr2HXXXcdcLldWu3Cljs0YYz/+8Y9ZQ0MDu+WWW9jXvvY11tXVlZLRce+99xatvtjMsXft2sU6OjpYS0sLu/rqq9nNN9/Mbr75Znb11VezlpYW1tnZmeKEq5axGWPspptuYp/+9Kd1X9+zZw/r6+ururGvuuoq3bDJp59+mvl8vqJdgJg5NmOMXXjhhVnL1X71q18V7SbLzLHVPPXUU6y3t5fdeuutzOl0lvTix4yxeXA4D5P+4Q9/mPL6L3/5S3bKKadU3diMMfb3f//3zOl0shUrVjCPx8NsNhtzuVzMZrOxM844gx0/frwqx053QWlRrFI+M8d+/PHHmcfjYS6Xi3k8Hvbss8+y5cuXs7POOott3LiR2e32rGX7lTo2Y1IJttPpZNdccw3bunUrq62tTRHQfvKTn7BNmzZV3dj8vLl69Wr2uc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'image', '{"params": {"country_code": "TCD"}, "attribution": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a", "data_url": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a/resource/bb78c035-ec19-4503-b325-0673749c2eb4/download/chad_hrp_political_violence_events_and_fatalities_by_month-year_as-of-29may2024.xlsx"}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('cd574bec-d5a5-4894-abff-df4b204ef6fe', ' import sys import os @@ -347,7 +347,7 @@ def generate_price_vs_fatalities_report(country_code, start_date): generate_price_vs_fatalities_report(country_code, start_date) -', 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"', 'image', '{"params": {"country_code": "TCD", "start_date": "2008-01-01"}, "attribution": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a", "data_url": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a/resource/bb78c035-ec19-4503-b325-0673749c2eb4/download/chad_hrp_political_violence_events_and_fatalities_by_month-year_as-of-29may2024.xlsx", "time_period": {"start": "2008-01-01", "end": ""}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('015b18de-e58d-4929-ab94-ad58831c1736', ' import sys import os @@ -495,7 +495,7 @@ def generate_fatalities_report(country_code): generate_fatalities_report(country_code) -', 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"', 'image', '{"params": {"country_code": "TCD"}, "attribution": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a", "data_url": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a/resource/bb78c035-ec19-4503-b325-0673749c2eb4/download/chad_hrp_political_violence_events_and_fatalities_by_month-year_as-of-29may2024.xlsx"}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('55a94900-60d9-4493-b33d-2d7d42376340', ' import sys import os @@ -646,7 +646,7 @@ def generate_commodity_price_plot(country_code, start_date): generate_commodity_price_plot(**params) -', 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'image', '{"params": {"country": "TCD"}, "parameters": {"country_code": "TCD"}, "attribution": "None", "data_url": "None", "time_period": {"start": "2008-01-01"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); +', 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"', 'image', '{"params": {"country": "TCD"}, "parameters": {"country_code": "TCD"}, "attribution": "None", "data_url": "None", "time_period": {"start": "2008-01-01"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('b6a6d3dd-48b4-4b3e-b0a4-a485f22ede4e', '# filename: recipe.py import os @@ -770,7 +770,7 @@ def create_bar_chart_of_humanitarian_organizations_in_a_given_region_disaggregat ', 'plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image', '{}', '{HAPI}', NULL, NULL, ' result = create_bar_chart_of_humanitarian_organizations_in_a_given_region_disaggregated_by_sector(''Wadi Fira'') -', 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'image', '{"params": {"region": "Wadi Fira"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('07d104d2-882b-4cd4-9dde-37a0d3d19664', '# filename: food_security.py import sys @@ -954,7 +954,7 @@ def operational_presence_task(params): operational_presence_task(params) -', '{"result": {"type": "text", "file": "", "value": "| Organization | Country | Region |\n|:------------------------------------------------------------------|:----------|:---------|\n| Association des Femmes pour le D\u00e9veloppement Int\u00e9gr\u00e9 | TCD | TD17 |\n| Association Tchadienne pour la Promotion du D\u00e9v\u00e9loppement Int\u00e9gr\u00e9 | TCD | TD17 |\n| BAP | TCD | TD17 |\n| Bureau Consult International | TCD | TD17 |\n| CA17/PREPASS | TCD | TD17 |\n| CARE International | TCD | TD17 |\n| Comit\u00e9 International pour l''Aide d''Urgence et le D\u00e9veloppement | TCD | TD17 |\n| Croix Rouge Tchadienne | TCD | TD17 |\n| Food and Agriculture Organization | TCD | TD17 |\n| German Development Cooperation | TCD | TD17 |\n| Hebrew Immigrant Aid Society | TCD | TD17 |\n| International Cooperation and Developpment World | TCD | TD17 |\n| KITES | TCD | TD17 |\n| NIRVANA | TCD | TD17 |\n| Programme Alimentaire Mondiale | TCD | TD17 |\n| Secours Catholique et D\u00e9veloppement | TCD | TD17 |\n| UN Refugee Agency | TCD | TD17 |"}, "metadata": {"params": {"country": "Chad", "sector": "Food Security"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}}', 'text', '{"params": {"country": "Chad", "sector": "Food Security"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); +', '{"result": {"type": "text", "file": "", "value": "| Organization | Country | Region |\n|:------------------------------------------------------------------|:----------|:---------|\n| Association des Femmes pour le D\u00e9veloppement Int\u00e9gr\u00e9 | TCD | TD17 |\n| Association Tchadienne pour la Promotion du D\u00e9v\u00e9loppement Int\u00e9gr\u00e9 | TCD | TD17 |\n| BAP | TCD | TD17 |\n| Bureau Consult International | TCD | TD17 |\n| CA17/PREPASS | TCD | TD17 |\n| CARE International | TCD | TD17 |\n| Comit\u00e9 International pour l''Aide d''Urgence et le D\u00e9veloppement | TCD | TD17 |\n| Croix Rouge Tchadienne | TCD | TD17 |\n| Food and Agriculture Organization | TCD | TD17 |\n| German Development Cooperation | TCD | TD17 |\n| Hebrew Immigrant Aid Society | TCD | TD17 |\n| International Cooperation and Developpment World | TCD | TD17 |\n| KITES | TCD | TD17 |\n| NIRVANA | TCD | TD17 |\n| Programme Alimentaire Mondiale | TCD | TD17 |\n| Secours Catholique et D\u00e9veloppement | TCD | TD17 |\n| UN Refugee Agency | TCD | TD17 |"}, "metadata": {"params": {"country": "Chad", "sector": "Food Security"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}}', 'text', '{"params": {"country": "Chad", "sector": "Food Security"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('8fc9e346-0f7c-4f4b-8cc0-03c42d7485cd', '# filename: population_query.py import os @@ -1103,8 +1103,8 @@ def get_population_with_metadata(country_code): get_population_with_metadata(country_code) -', '{"result": {"type": "number", "file": "", "value": "17907114"}, "metadata": {"params": {"country_code": "MLI"}, "attribution": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c", "data_url": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c/resource/6f243ba2-4d4a-4663-a7c4-e917dbbde73a/download/mli_pop_adm0_v2.csv", "time_period": {"start": "2018-01-01", "end": "2018-12-31T23:59:59"}}}', 'text', '{"params": {"country_code": "MLI"}, "attribution": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c", "data_url": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c/resource/6f243ba2-4d4a-4663-a7c4-e917dbbde73a/download/mli_pop_adm0_v2.csv", "time_period": {"start": "2018-01-01", "end": "2018-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('c6354e0c-28f6-4ba5-b2aa-69f25285cb14', ' +', '{"result": {"type": "number", "file": "", "value": "17907114"}, "metadata": {"params": {"country_code": "MLI"}, "attribution": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c", "data_url": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c/resource/6f243ba2-4d4a-4663-a7c4-e917dbbde73a/download/mli_pop_adm0_v2.csv", "time_period": {"start": "2018-01-01", "end": "2018-12-31T23:59:59"}}}', 'text', '{"params": {"country_code": "MLI"}, "attribution": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c", "data_url": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c/resource/6f243ba2-4d4a-4663-a7c4-e917dbbde73a/download/mli_pop_adm0_v2.csv", "time_period": {"start": "2018-01-01", "end": "2018-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('6757e581-4656-4994-82f9-a15a0b4ce5a9', ' import sys import os import requests @@ -1112,231 +1112,304 @@ import pandas as pd from skills import * -# filename: plot_population_pyramid.py +# filename: hapi_metadata_summary.py import os -import json +import psycopg2 import pandas as pd -import matplotlib.pyplot as plt -import seaborn as sns from dotenv import load_dotenv -import skills # Load environment variables from .env file load_dotenv() -# Function to plot the population pyramid and save as PNG -def plot_population_pyramid(adm0_code, output_path=''./work/population_pyramid.png''): - country_name = get_country_name(adm0_code) - data = get_population_data_by_age(adm0_code) - - if data.empty: - print(''No data available to plot.'') - return None - - # Convert to integer to avoid JSON serialization issues - data[''population''] = data[''population''].astype(int) - - # Ensure age ranges are sorted correctly - distinct_age_ranges = get_distinct_age_ranges(adm0_code) - age_range_order = pd.Categorical(data[''age_range''], categories=distinct_age_ranges, ordered=True) - data[''age_range''] = age_range_order +# Database connection details +DB_HOST = os.getenv(''POSTGRES_DATA_HOST'') +DB_PORT = os.getenv(''POSTGRES_DATA_PORT'') +DB_NAME = os.getenv(''POSTGRES_DATA_DB'') +DB_USER = os.getenv(''POSTGRES_DATA_USER'') +DB_PASSWORD = os.getenv(''POSTGRES_DATA_PASSWORD'') - # Calculate total population per gender for normalization - total_population = data.groupby(''gender'')[''population''].sum().to_dict() - sns.set(style=''whitegrid'') - plt.figure(figsize=(10, 8)) +def get_db_connection(): + """ + Establish a connection to the PostgreSQL database. + Returns: + conn (psycopg2.extensions.connection): Database connection object. + """ + try: + conn = psycopg2.connect( + host=DB_HOST, + port=DB_PORT, + dbname=DB_NAME, + user=DB_USER, + password=DB_PASSWORD + ) + return conn + except Exception as e: + print(f''Error connecting to the database: {e}'') + return None - # Prepare data for plotting - male_data = data[data[''gender''] == ''m''].copy() - female_data = data[data[''gender''] == ''f''].copy() + return hdx_url - # Convert ''age_range'' to ordered categorical type after creating subsets - male_data[''age_range''] = pd.Categorical(male_data[''age_range''], categories=distinct_age_ranges, ordered=True) - female_data[''age_range''] = pd.Categorical(female_data[''age_range''], categories=distinct_age_ranges, ordered=True) - # Sort the dataframes - male_data.sort_values(''age_range'', inplace=True) - female_data.sort_values(''age_range'', inplace=True) +def load_region_mapping(): + """ + Load region mapping from the hapi_metadata_admin1 table. + Returns: + dict: Dictionary with region names as keys and codes as values. + """ + query = """ + SELECT name, code + FROM hapi_metadata_admin1 + """ + conn = get_db_connection() + if conn is None: + return {} + try: + df = pd.read_sql_query(query, conn) + return dict(zip(df[''name''], df[''code''])) + except Exception as e: + print(f''Error executing query: {e}'') + return {} + finally: + conn.close() - # Convert ''age_range'' back to string type - male_data[''age_range''] = male_data[''age_range''].astype(str) - female_data[''age_range''] = female_data[''age_range''].astype(str) - # Convert population to millions - male_data[''population''] = male_data[''population''] / 1_000_000 - female_data[''population''] = female_data[''population''] / 1_000_000 +REGION_MAPPING = load_region_mapping() - # Add negative sign for the male population - male_data[''population''] = -male_data[''population''] - # Plotting - plt.barh(male_data[''age_range''], male_data[''population''], color=''blue'', label=''Male'') - plt.barh(female_data[''age_range''], female_data[''population''], color=''pink'', label=''Female'') +def find_tables_with_adm1_column(): + """ + Find tables that have a column named ''adm1_code''. + Returns: + list: List of table names that have the ''adm1_code'' column. + """ + query = """ + SELECT table_name + FROM information_schema.columns + WHERE column_name = ''adm1_code'' + """ + conn = get_db_connection() + if conn is None: + return [] + try: + df = pd.read_sql_query(query, conn) + return df[''table_name''].tolist() + except Exception as e: + print(f''Error executing query: {e}'') + return [] + finally: + conn.close() - plt.xlabel(''Population (in Millions)'') - plt.ylabel(''Age Range'') - plt.xlim(-max(abs(male_data[''population''].max()), abs(female_data[''population''].max())), max(abs(male_data[''population''].max()), abs(female_data[''population''].max()))) - plt.title(f''Population Pyramid for {country_name} ({adm0_code})'') - plt.legend() - # Save plot to file - plt.savefig(output_path) - plt.close() +def check_data_for_subnational_region(table_name, adm1_code): + """ + Check if a table has data for a specific subnational region. + Args: + table_name (str): Name of the table. + adm1_code (str): Subnational region code. + Returns: + bool: True if data exists, False otherwise. + """ + query = f""" + SELECT 1 + FROM {table_name} + WHERE adm1_code = %s + LIMIT 1 + """ + conn = get_db_connection() + if conn is None: + return False + try: + df = pd.read_sql_query(query, conn, params=(adm1_code,)) + return not df.empty + except Exception as e: + print(f''Error executing query: {e}'') + return False + finally: + conn.close() - print(f''Population pyramid saved to: {output_path}'') - # Get metadata - attribution_url, data_url = get_attribution(adm0_code) - start_period, end_period = get_time_period(adm0_code) +def summarize_tables_with_data(region): + """ + Summarize which tables have data for a specific subnational region. + Args: + region (str): Subnational region name or code. + Returns: + str: Summary of tables with data. + """ + adm1_code = REGION_MAPPING.get(region, region) # Use the code if name is not found + tables = find_tables_with_adm1_column() + if not tables: + return ''No tables found with the column adm1_code.'' + summary = ''Tables with data for subnational region (adm1_code: {}):\n\n''.format(adm1_code) + for table in tables: + if check_data_for_subnational_region(table, adm1_code): + summary += f"- {table}\n" + summary if summary.strip() else ''No data found for the specified subnational region.'' result = { "result": { - "type": "image", - "file": f"{output_path}", + "type": "text", + "file": "", + "value": f"{summary}" }, "metadata": { "params": { - "adm0_code": f"{adm0_code}" + "region": f"{region}" }, - "attribution": f"{attribution_url}", - "data_url": f"{data_url}", - "time_period": { - "start": f"{start_period}", - "end": f"{end_period}" - } + "attribution": "", + "data_url": "", + "time_period": {} } } print("OUTPUT:") print(json.dumps(result, indent=4)) - return result -# Function to get population data for a country by age -def get_population_data_by_age(adm0_code): - query = f'''''' - SELECT p.age_range, p.gender, SUM(p.population) as population - FROM hapi_population_social_population p - WHERE p.adm0_code = ''{adm0_code}'' - AND p.adm1_code is not null - AND p.adm2_code is not null - AND p.age_range != ''all'' - GROUP BY p.age_range, p.gender - '''''' +', 'provide a text summary of metadata by subnational region using HAPI data as text', '{}', '{HAPI}', NULL, NULL, ' region = ''Wadi Fira'' # Example subnational region name or code + summary = summarize_tables_with_data(region) - print(f''DEBUG: SQL Query - {query}'') - data = skills.execute_query(query) - print(''DEBUG INFO - Length of data is:'', len(data)) - if len(data) == 0: - return pd.DataFrame() +', '{"result": {"type": "text", "file": "", "value": "Tables with data for subnational region (adm1_code: TD17):\n\n- hapi_coordination_context_conflict_event\n- hapi_coordination_context_operational_presence\n- hapi_food_food_price\n- hapi_food_food_security\n- hapi_metadata_admin2\n- hapi_metadata_wfp_market\n- hapi_population_social_population\n- hdx_shape_files\n"}, "metadata": {"params": {"region": "Wadi Fira"}, "attribution": "", "data_url": "", "time_period": {}}}', 'text', '{"params": {"region": "Wadi Fira"}, "attribution": "", "data_url": "", "time_period": {}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('fe51cc88-4fc2-48dc-8d04-a38f3eea101f', ' +import sys +import os +import requests +import pandas as pd +from skills import * - return pd.DataFrame(data, columns=[''age_range'', ''gender'', ''population'']) -# Function to get distinct age ranges -def get_distinct_age_ranges(adm0_code): - query = f'''''' - SELECT DISTINCT age_range - FROM hapi_population_social_population p - WHERE p.adm0_code = ''{adm0_code}'' - AND p.adm1_code is not null - AND p.adm2_code is not null - AND p.age_range != ''all'' - '''''' +# filename: get_all_recipes.py - print(f''DEBUG: SQL Query - {query}'') - data = skills.execute_query(query) - print(''DEBUG INFO - Length of data is:'', len(data)) +import os +import psycopg2 +import pandas as pd +from dotenv import load_dotenv +import sys +import json - age_ranges = [row[0] for row in data] # Extract age ranges +# Load environment variables from .env file +load_dotenv() - def age_range_key(age_range): - if age_range == ''all'': - return float(''inf'') - elif age_range.endswith(''+''): - return int(age_range[:-1]) - else: - return int(age_range.split(''-'')[0]) +# Define database connection parameters from environment variables +DB_PARAMS = { + ''host'': os.getenv(''POSTGRES_RECIPE_HOST''), + ''port'': os.getenv(''POSTGRES_RECIPE_PORT''), + ''dbname'': os.getenv(''POSTGRES_RECIPE_DB''), + ''user'': os.getenv(''POSTGRES_RECIPE_USER''), + ''password'': os.getenv(''POSTGRES_RECIPE_PASSWORD'') +} - age_ranges.sort(key=age_range_key) - print(''DEBUG INFO - Sorted age ranges:'', age_ranges) - return age_ranges +def get_connection(params=DB_PARAMS): + """ + Establishes a connection to the database using provided parameters. -# Function to get country name by country code -def get_country_name(adm0_code): - query = f'''''' - SELECT name - FROM hapi_metadata_location - WHERE code = ''{adm0_code}'' - '''''' + :param params: Dictionary containing database connection parameters. + :return: psycopg2 connection object + """ + conn = psycopg2.connect(**params) + return conn - print(f''DEBUG: SQL Query - {query}'') - data = skills.execute_query(query) - print(''DEBUG INFO - Length of data is:'', len(data)) - if len(data) == 0: - return ''Unknown Country'' +def execute_query(query, params=None): + """ + Executes a SQL query and returns the results. - return data[0][0] + :param query: SQL query to be executed. + :param params: Parameters to be passed to the SQL query. + :return: List of tuples containing the query results. + """ + conn = get_connection() + try: + with conn.cursor() as cursor: + cursor.execute(query, params) + column_names = [desc[0] for desc in cursor.description] + results = cursor.fetchall() + df = pd.DataFrame(results, columns=column_names) + print(f''SQL query executed. Number of records returned: {len(results)}'') + return df + except Exception as e: + print(f''Error executing query: {e}'') + return None + finally: + conn.close() -# Function to get attribution and data URL -def get_attribution(adm0_code): - query = f'''''' - SELECT DISTINCT resource_hdx_id - FROM hapi_population_social_population p - WHERE p.adm0_code = ''{adm0_code}'' - AND p.adm1_code is not null - AND p.adm2_code is not null - AND p.age_range = ''all'' - AND p.gender = ''all'' - '''''' - print(f''DEBUG: SQL Query - {query}'') - data = skills.execute_query(query) - print(''DEBUG INFO - Length of data is:'', len(data)) +def get_all_recipes(): + """ + Retrieves all recipes from the database. + + :return: DataFrame containing all recipes. + """ - if not data: - return ''No attribution available'', ''No data URL available'' + all_data = None - resource_id = data[0][0] - hdx_url, data_url = get_hdx_dataset_url(resource_id) + for t in [''recipe'', ''memory'']: + query = f'''''' + SELECT + ''{t}'' AS type, + l.document as intent, + r.* + FROM + langchain_pg_embedding l, + {t} r + WHERE + l.custom_id = r.custom_id + '''''' + print(''Executing query to fetch all recipes...'') + data = execute_query(query) - return hdx_url, data_url + if data is not None: + # Blank out images and code, too many tokens + for index, row in data.iterrows(): + for s in [''sample_'', '''']: + if f''{s}result'' in row: + if row[f''{s}result_type''] == ''image'': + data.loc[index, f''{s}result''] = ''IMAGE'' + else: + data.loc[index, f''{s}result''] = ''TEXT'' -# Function to get time period -def get_time_period(adm0_code): - query = f'''''' - SELECT DISTINCT reference_period_start, reference_period_end - FROM hapi_population_social_population p - WHERE p.adm0_code = ''{adm0_code}'' - AND p.adm1_code is not null - AND p.adm2_code is not null - AND p.age_range = ''all'' - AND gender = ''all'' - '''''' + # Subset + data = data[[''type'', ''intent'']] - print(f''DEBUG: SQL Query - {query}'') - data = skills.execute_query(query) - print(''DEBUG INFO - Length of data is:'', len(data)) + if all_data is None: + all_data = data + else: + all_data = pd.concat([all_data, data]) - if not data: - return ''No start period'', ''No end period'' + #output = data.to_json(orient=''records'') + #output = json.loads(output) - start_period = data[0][0] - end_period = data[0][1] + # Convert to a markdown table + output = all_data.to_markdown() - return start_period, end_period + result = { + "result": { + "type": "text", + "file": "", + "value": f"{output}" + }, + "metadata": { + "params": {}, + "attribution": "", + "data_url": "", + "time_period": { + "start": "", + "end": "" + } + } + } + print("OUTPUT:") + print(json.dumps(result, indent=4)) + return result -', 'plot population pyramids by age for a country using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' params = {''adm0_code'': ''TCD''} # Example parameters, replace as needed - distinct_age_ranges = get_distinct_age_ranges(**params) - print(''DEBUG: Distinct Age Ranges:'', distinct_age_ranges) - result = plot_population_pyramid(**params) +', 'get all recipes', '{}', '{HAPI}', NULL, NULL, ' recipes = get_all_recipes() -', 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"', 'image', '{"params": {"adm0_code": "TCD"}, "attribution": "https://data.humdata.org/dataset/5e60290d-0a82-48e2-9454-812b01c7d9d4", "data_url": "https://data.humdata.org/dataset/5e60290d-0a82-48e2-9454-812b01c7d9d4/resource/56452d47-7f29-474d-a13c-0bbec70034db/download/tcd_admpop_adm2_2021.csv", "time_period": {"start": "2021-01-01", "end": "2024-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('577cf9fd-c7c0-4ce3-8554-a1b8d94ae79c', ' +', '"{\"result\": {\"type\": \"text\", \"file\": \"\", \"value\": \"| type | intent |\\n|--------|----------|\"}, \"metadata\": {\"params\": {}, \"attribution\": \"\", \"data_url\": \"\", \"time_period\": {\"start\": \"\", \"end\": \"\"}}}"', 'text', '{"params": {}, "attribution": "", "data_url": "", "time_period": {"start": "", "end": ""}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('4aa67e6e-deea-4fb0-aa31-7357b923c057', ' import sys import os import requests @@ -1344,78 +1417,231 @@ import pandas as pd from skills import * -# filename: plot_food_price_vs_fatalities.py +# filename: plot_ipc_phase_population_map.py import os import pandas as pd -import matplotlib.pyplot as plt +import geopandas as gpd +from shapely import wkb from dotenv import load_dotenv -import json -import seaborn as sns -from skills import get_connection, execute_query, get_hdx_dataset_url +import matplotlib.pyplot as plt +from skills import execute_query, get_hdx_dataset_url # Load environment variables load_dotenv() - -def get_fatalities_data(country_code): - """ - Fetch fatalities data by month for a given country. - - Args: - country_code (str): ISO3 country code. - - Returns: - pd.DataFrame: DataFrame containing fatalities data. - """ +# Function to fetch country code from metadata table +def get_country_code(country_name): query = f""" - SELECT - reference_period_start, - SUM(fatalities) as total_fatalities - FROM - hapi_coordination_context_conflict_event - WHERE - adm0_code = ''{country_code}'' - AND reference_period_start >= ''2008-01-01'' - GROUP BY - reference_period_start - ORDER BY - reference_period_start + SELECT code + FROM hapi_metadata_location + WHERE name = ''{country_name}'' """ + print("Executing query:", query) data = execute_query(query) if not data: - raise ValueError(''No data found for the given country code.'') - df = pd.DataFrame(data, columns=[''reference_period_start'', ''total_fatalities'']) - return df - + raise ValueError("No country code found for the given country name.") + return data[0][0] -def get_commodity_prices(country_code, start_date): +# Function to fetch and process population data in the specified IPC phase +def get_ipc_population_data(country, ipc_level): + country_code = get_country_code(country) + query = f""" + SELECT f.adm1_code, f.population_in_phase AS population, s.geometry + FROM hapi_food_food_security f + JOIN hdx_shape_files s ON f.adm1_code = s.adm1_code + WHERE f.adm0_code = ''{country_code}'' + AND f.adm1_code IS NOT NULL + AND f.ipc_phase = ''{ipc_level}'' + AND f.latest = TRUE """ - Fetch commodity prices data for a given country starting from a specific date. - - Args: - country_code (str): ISO3 country code. - start_date (str): Start date in ''YYYY-MM-DD'' format. + print("Executing query:", query) + data = execute_query(query) + print("DEBUG INFO - Length of data is:", len(data)) + return data - Returns: - pd.DataFrame: DataFrame containing commodity prices data. +# Function to get attribution URL +def get_attribution(country, ipc_level): + country_code = get_country_code(country) + query = f""" + SELECT distinct resource_hdx_id + FROM hapi_food_food_security f + WHERE f.adm0_code = ''{country_code}'' + AND f.adm1_code IS NOT NULL + AND f.ipc_phase = ''{ipc_level}'' + AND f.latest = TRUE """ + data = execute_query(query) + if not data: + print("No data found for given parameters.") + resource_id = data[0][0] + hdx_url, resource_url = get_hdx_dataset_url(resource_id) + return hdx_url, resource_url + +# Function to get time range +def get_time_range(country, ipc_level): + country_code = get_country_code(country) query = f""" - SELECT - reference_period_start, - commodity_name, - price - FROM - hapi_food_food_price - WHERE - adm0_code = ''{country_code}'' - AND reference_period_start >= ''{start_date}'' + SELECT distinct reference_period_start, reference_period_end + FROM hapi_food_food_security f + WHERE f.adm0_code = ''{country_code}'' + AND f.adm1_code IS NOT NULL + AND f.ipc_phase = ''{ipc_level}'' + AND f.latest = TRUE """ data = execute_query(query) if not data: - raise ValueError(''No data found for the given country code and date range.'') - df = pd.DataFrame(data, columns=[''reference_period_start'', ''commodity_name'', ''price'']) - return df + print("No data found for given parameters.") + start_period = data[0][0] + end_period = data[0][1] + + return start_period, end_period + +# Function to convert query results to GeoDataFrame +def convert_to_geodf(rows): + df = pd.DataFrame(rows, columns=["adm1_code", "population", "geometry"]) + if df.empty: + raise ValueError("No data found for given parameters.") + df["geometry"] = df["geometry"].apply(lambda x: wkb.loads(x, hex=True)) + gdf = gpd.GeoDataFrame(df, geometry="geometry") + return gdf + +# Function to plot population in IPC phase data on a map +def plot_ipc_population_map(gdf, country, ipc_level): + fig, ax = plt.subplots(1, 1, figsize=(10, 15)) + gdf.plot(column="population", ax=ax, legend=False, cmap="viridis") + + cbar = plt.cm.ScalarMappable(norm=plt.Normalize(vmin=gdf["population"].min(), vmax=gdf["population"].max()), cmap="viridis") + cbar = fig.colorbar(cbar, ax=ax, fraction=0.015, pad=0.04, label="Population in Phase (millions)") + cbar.ax.set_yticklabels([f"{x/1e6:.1f}" for x in cbar.get_ticks()]) + + # Increase legend size by 30% + cbar.ax.tick_params(labelsize=cbar.ax.get_yticklabels()[0].get_fontsize() * 1.3) + + plt.title(f"Population in IPC Phase {ipc_level} by Admin 1 for {country}", fontsize=20) + plt.xlabel("Longitude") + plt.ylabel("Latitude") + plt.savefig("./work/ipc_population_map.png") + plt.close() + return "./work/ipc_population_map.png" + +# Main function integrating all steps +def generate_ipc_population_map(country, ipc_level): + data = get_ipc_population_data(country, ipc_level) + gdf = convert_to_geodf(data) + file_path = plot_ipc_population_map(gdf, country, ipc_level) + attribution, data_url = get_attribution(country, ipc_level) + start_period, end_period = get_time_range(country, ipc_level) + + result = { + "result": { + "type": "image", + "file": file_path, + "value": "" + }, + "metadata": { + "params": { + "country": f"{country}", + "ipc_level": f"{ipc_level}" + }, + "attribution": f"{attribution}", + "data_url": f"{data_url}", + "time_period": { + "start": f"{start_period}", + "end": f"{end_period}" + } + } + } + print("OUTPUT:") + print(json.dumps(result, indent=4)) + return result + +', 'plot a map of IPC phase data by admin_1 using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' country = "Chad" # Example country name + ipc_level = "3" # Example IPC level + result = generate_ipc_population_map(country, ipc_level) + + +', 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'image', '{"params": {"country": "Chad", "ipc_level": "3"}, "attribution": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595", "data_url": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595/resource/c689cb9f-2475-4b7e-8beb-178ed9f6253d/download/cadre_harmonise_caf_ipc_mar24_final_ver-2.xlsx", "time_period": {"start": "2024-06-01", "end": "2024-08-31T00:00:00"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('577cf9fd-c7c0-4ce3-8554-a1b8d94ae79c', ' +import sys +import os +import requests +import pandas as pd +from skills import * + + +# filename: plot_food_price_vs_fatalities.py + +import os +import pandas as pd +import matplotlib.pyplot as plt +from dotenv import load_dotenv +import json +import seaborn as sns +from skills import get_connection, execute_query, get_hdx_dataset_url + +# Load environment variables +load_dotenv() + + +def get_fatalities_data(country_code): + """ + Fetch fatalities data by month for a given country. + + Args: + country_code (str): ISO3 country code. + + Returns: + pd.DataFrame: DataFrame containing fatalities data. + """ + query = f""" + SELECT + reference_period_start, + SUM(fatalities) as total_fatalities + FROM + hapi_coordination_context_conflict_event + WHERE + adm0_code = ''{country_code}'' + AND reference_period_start >= ''2008-01-01'' + GROUP BY + reference_period_start + ORDER BY + reference_period_start + """ + data = execute_query(query) + if not data: + raise ValueError(''No data found for the given country code.'') + df = pd.DataFrame(data, columns=[''reference_period_start'', ''total_fatalities'']) + return df + + +def get_commodity_prices(country_code, start_date): + """ + Fetch commodity prices data for a given country starting from a specific date. + + Args: + country_code (str): ISO3 country code. + start_date (str): Start date in ''YYYY-MM-DD'' format. + + Returns: + pd.DataFrame: DataFrame containing commodity prices data. + """ + query = f""" + SELECT + reference_period_start, + commodity_name, + price + FROM + hapi_food_food_price + WHERE + adm0_code = ''{country_code}'' + AND reference_period_start >= ''{start_date}'' + """ + data = execute_query(query) + if not data: + raise ValueError(''No data found for the given country code and date range.'') + df = pd.DataFrame(data, columns=[''reference_period_start'', ''commodity_name'', ''price'']) + return df def calculate_relative_average_monthly_movement(df): @@ -1538,7 +1764,7 @@ def generate_price_vs_fatalities_report(country_code, start_date): generate_price_vs_fatalities_report(country_code, start_date) -', 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"', 'image', '{"params": {"country_code": "TCD", "start_date": "2008-01-01"}, "attribution": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a", "data_url": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a/resource/bb78c035-ec19-4503-b325-0673749c2eb4/download/chad_hrp_political_violence_events_and_fatalities_by_month-year_as-of-29may2024.xlsx", "time_period": {"start": "2008-01-01", "end": ""}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('083b0a35-72c9-4670-bde1-1db31847a87b', ' import sys import os @@ -1726,8 +1952,8 @@ def generate_population_map(adm0_code, admin_level): result = generate_population_map(**params) -', 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"', 'image', '{"params": {"adm0_code": "HTI", "admin_level": "admin1"}, "attribution": "https://data.humdata.org/dataset/95ba5281-fd76-4d3a-ae29-247e1ff26447/resource/9221c325-b8ea-46fc-bcac-d3e183078581", "data_url": "https://data.humdata.org/dataset/95ba5281-fd76-4d3a-ae29-247e1ff26447/resource/9221c325-b8ea-46fc-bcac-d3e183078581/download/hti_admpop_adm2_2022.csv", "time_period": {"start": "2022-01-01", "end": "2022-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('dd0ddd95-a60d-4670-b250-d479314f6094', ' +', 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"', 'image', '{"params": {"adm0_code": "HTI", "admin_level": "admin1"}, "attribution": "https://data.humdata.org/dataset/95ba5281-fd76-4d3a-ae29-247e1ff26447/resource/9221c325-b8ea-46fc-bcac-d3e183078581", "data_url": "https://data.humdata.org/dataset/95ba5281-fd76-4d3a-ae29-247e1ff26447/resource/9221c325-b8ea-46fc-bcac-d3e183078581/download/hti_admpop_adm2_2022.csv", "time_period": {"start": "2022-01-01", "end": "2022-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('e574d89f-98d9-4ee0-a279-6bed160c6fc7', ' import sys import os import requests @@ -1735,766 +1961,400 @@ import pandas as pd from skills import * -# filename: plot_commodity_prices.py +# filename: plot_events_by_month.py import os import pandas as pd import matplotlib.pyplot as plt from dotenv import load_dotenv -from skills import get_connection, execute_query, get_hdx_dataset_url import json +from skills import get_connection, execute_query, get_hdx_dataset_url # Load environment variables load_dotenv() -# Function to get commodity prices data -def get_commodity_prices(country_code, start_date): + +def get_events_data(country_code): + """ + Fetch events data by month for a given country. + + Args: + country_code (str): ISO3 country code. + + Returns: + pd.DataFrame: DataFrame containing events data. + """ query = f""" SELECT reference_period_start, - commodity_name, - price + SUM(events) as total_events FROM - hapi_food_food_price + hapi_coordination_context_conflict_event WHERE adm0_code = ''{country_code}'' - AND reference_period_start >= ''{start_date}'' + AND reference_period_start >= ''2008-01-01'' + GROUP BY + reference_period_start + ORDER BY + reference_period_start """ data = execute_query(query) - print(pd.DataFrame(data).head(10)) - print(f"Query returned {len(data)} rows") - return data -# Function to calculate relative average monthly price movement of all commodities -def calculate_relative_average_monthly_movement(df): - # Extract month and year for grouping + if not data: + raise ValueError(''No data found for the given country code.'') + df = pd.DataFrame(data, columns=[''reference_period_start'', ''total_events'']) + return df + + +def plot_events_by_month(country_code, output_path=''./work/events_by_month.png''): + """ + Plot a line chart of events by month for a given country. + + Args: + country_code (str): ISO3 country code. + output_path (str): Path to save the output image. + + Returns: + str: Path to the saved image. + """ + df = get_events_data(country_code) + + # Convert reference_period_start to datetime df[''reference_period_start''] = pd.to_datetime(df[''reference_period_start'']) - df[''month_year''] = df[''reference_period_start''].dt.to_period(''M'') - - # Calculate percentage change for each commodity per month - df[''price_change''] = df.groupby(''commodity_name'')[''price''].pct_change() * 100 - - # Calculate the average price change per month across all commodities - monthly_avg_change = df.groupby(''month_year'')[''price_change''].mean().reset_index() - - return monthly_avg_change -# Adjusted function to plot commodity prices -def plot_commodity_prices(df, country_code): - # Ensure ''month_year'' is converted to datetime for plotting - df[''month_year_datetime''] = df[''month_year''].dt.to_timestamp() + # Format the x-axis labels to show only yyyy-mm + df[''reference_period_start''] = df[''reference_period_start''].dt.to_period(''M'').dt.to_timestamp() - plt.figure(figsize=(12, 6)) - - # Plotting the data - plt.plot(df[''month_year_datetime''], df[''price_change''], - label=''Monthly Relative Change in Commodity Prices'', - linestyle=''-'', color=''b'') - - # Title and labels - plt.title(f''Monthly Relative Change in Food Prices in {country_code}'') - plt.xlabel(''Date'') - plt.ylabel(''Monthly Relative Change (%)'') - - # Grid settings + # Plotting + plt.figure(figsize=(12, 8)) + plt.plot(df[''reference_period_start''], df[''total_events''], linestyle=''-'') + plt.title(f''events by Month for {country_code}'') + plt.xlabel(''Month'') + plt.ylabel(''Total events'') plt.grid(True, which=''both'', axis=''both'') - - # Setting x-ticks: generating a 6-month range based on min and max dates - min_date = df[''month_year_datetime''].min() - max_date = df[''month_year_datetime''].max() - six_month_intervals = pd.date_range(start=min_date, end=max_date, freq=''6M'') - - # Convert to string for consistent x-ticks and plot - plt.xticks(six_month_intervals.to_pydatetime(), rotation=90) - - # Layout and legend + plt.xticks(pd.date_range(start=''2008-01-01'', end=df[''reference_period_start''].max(), freq=''6M'').to_period(''M'').to_timestamp(), rotation=90) plt.tight_layout(rect=[0, 0, 1, 1]) # Adjust layout to shift x-axis labels - plt.legend(loc=''upper left'', bbox_to_anchor=(1, 1)) - - # Saving the plot - output_file = ''./commodity_prices.png'' - plt.savefig(output_file) + plt.savefig(output_path) plt.close() - - return output_file -# Function to get attribution and data URL -def get_attribution_and_data_url(country_code, start_date): + return output_path + + +def get_attribution(country_code): + """ + Get the attribution URL for a given country. + + Args: + country_code (str): ISO3 country code. + + Returns: + dict: Dictionary containing attribution and data URLs. + """ query = f""" SELECT DISTINCT resource_hdx_id - FROM hapi_food_food_price + FROM hapi_coordination_context_conflict_event WHERE adm0_code = ''{country_code}'' - AND reference_period_start >= ''{start_date}'' - AND adm1_code IS NULL - AND adm2_code IS NULL """ data = execute_query(query) if not data: - return None, None + raise ValueError(''No attribution data found for the given country code.'') resource_id = data[0][0] hdx_url, data_url = get_hdx_dataset_url(resource_id) - return hdx_url, data_url + return {''hdx_url'': hdx_url, ''data_url'': data_url} -# Main function to get data and plot -def generate_commodity_price_plot(country_code, start_date): - data = get_commodity_prices(country_code, start_date) - if not data: - print(''No data found for given parameters.'') - return - df = pd.DataFrame(data, columns=[''reference_period_start'', ''commodity_name'', ''price'']) - df[''reference_period_start''] = pd.to_datetime(df[''reference_period_start'']) - df.sort_values(by=''reference_period_start'', inplace=True) - monthly_price_changes = calculate_relative_average_monthly_movement(df) - plot_file = plot_commodity_prices(monthly_price_changes, country_code) - hdx_url, data_url = get_attribution_and_data_url(country_code, start_date) - result = { - "result": { - "type": "image", - "file": f"{plot_file}", - "value": "" - }, - "metadata": { - "params": { - "country": f"{country_code}", - }, - "parameters": { - "country_code": f"{country_code}" + +def generate_events_report(country_code): + """ + Generate a report of events by month for a given country. + + Args: + country_code (str): ISO3 country code. + + Returns: + dict: JSON object containing the report. + """ + try: + image_path = plot_events_by_month(country_code) + attribution = get_attribution(country_code) + result = { + "result": { + "type": "image", + "file": f"{image_path}" }, - "attribution": f"{hdx_url}", - "data_url": f"{data_url}", - "time_period": { - "start": f"{start_date}" + "metadata": { + "params": { + "country_code": f"{country_code}" + }, + "attribution": f"{attribution[''hdx_url'']}", + "data_url": f"{attribution[''data_url'']}" } } - } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - -', 'plot a line chart of commodity prices by commodity type for Chad from 2008-01-01 using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' params = { - ''country_code'': ''TCD'', # ISO3 code for Chad - ''start_date'': ''2008-01-01'' - } - generate_commodity_price_plot(**params) - + print("OUTPUT:") + print(json.dumps(result, indent=4)) + return result + except Exception as e: + print(f''Error: {e}'') + return {''error'': str(e)} -', 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"', 'image', '{"params": {"country": "TCD"}, "parameters": {"country_code": "TCD"}, "attribution": "None", "data_url": "None", "time_period": {"start": "2008-01-01"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('1cd0ae66-0095-40de-b94b-30ae30d933ac', ' -import sys -import os -import requests -import pandas as pd -from skills import * +', 'plot a line chart of conflict events by month for a country using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' country_code = ''TCD'' # Example country code + generate_events_report(country_code) -# filename: food_security_analysis.py +', 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'image', '{"params": {"country_code": "TCD"}, "attribution": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a", "data_url": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a/resource/bb78c035-ec19-4503-b325-0673749c2eb4/download/chad_hrp_political_violence_events_and_fatalities_by_month-year_as-of-29may2024.xlsx"}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:48:19.451409', 'approved', 'matt', '2024-06-16 22:48:19.451409+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('af3b596b-08e2-46cb-96a5-e8800cd34efe', '# filename: refugee_migration_sankey.py +import os +import json import pandas as pd +import plotly.graph_objects as go from dotenv import load_dotenv -from skills import execute_query, get_hdx_dataset_url -import json +from skills import get_connection, execute_query # Load environment variables load_dotenv() -# Define reference period start and end -reference_period_start = ''2023-01-01'' -reference_period_end = ''2023-01-31T23:59:59'' - - -def get_food_security_data(country_code, ipc_phase): - """ - Fetch food security data for a given country and IPC phase. - - Args: - country_code (str): The ISO3 code of the country. - ipc_phase (str): The IPC phase to filter by. +# Function to get refugee migration data - Returns: - pd.DataFrame: DataFrame containing food security data. - """ +def get_refugee_migration_data(country_code): query = f""" - SELECT adm1_code, adm1_name, SUM(population_in_phase) as population_in_phase - FROM hapi_food_food_security - WHERE adm0_code = ''{country_code}'' - AND ipc_phase = ''{ipc_phase}'' - AND latest = TRUE - GROUP BY adm1_code, adm1_name - ORDER BY population_in_phase DESC - LIMIT 3 + SELECT + origin_location_name, + asylum_location_name, + population + FROM + hapi_affected_people_refugees + WHERE + asylum_location_code = ''{country_code}'' + AND gender = ''all'' + AND age_range = ''all'' + AND latest = TRUE """ - print(query) + print(''Executing query:'', query) data = execute_query(query) - - data =pd.DataFrame(data, columns=[''adm1_code'', ''adm1_name'', ''population_in_phase'']) - + print(''DEBUG INFO - Length of data is:'', len(data)) return data +# Function to create a Sankey plot -def get_attribution(country_code, ipc_phase): - """ - Get the attribution URL for a given country and IPC level. - - Args: - country_code (str): The ISO3 code of the country. - ipc_phase (str): The IPC level. - - Returns: - str: The attribution URL. - """ - query = f""" - SELECT DISTINCT resource_hdx_id - FROM hapi_food_food_security - WHERE adm0_code = ''{country_code}'' - AND ipc_phase = ''{ipc_phase}'' - AND latest = TRUE - """ - data = execute_query(query) +def create_sankey_plot(data, country_name): if not data: - print(''No data found for given parameters.'') - return None, None - resource_id = data[0][0] - hdx_url, data_url = get_hdx_dataset_url(resource_id) - return hdx_url, data_url - - -def get_organizations_in_food_security(country_code, ipc_phase): - """ - Fetch organizations involved in food security in the top 3 regions. + print(''No data available to create the plot.'') + return None - Args: - country_code (str): The ISO3 code of the country. - ipc_phase (str): The IPC phase to filter by. + df = pd.DataFrame(data, columns=[''origin_location_name'', ''asylum_location_name'', ''population'']) - Returns: - pd.DataFrame: DataFrame containing organizations data. - """ - top_regions_df = get_food_security_data(country_code, ipc_phase) - if top_regions_df.empty: - print(''No top regions found for given parameters.'') - return pd.DataFrame() + # Create labels + all_locations = list(pd.concat([df[''origin_location_name''], df[''asylum_location_name'']]).unique()) + label_to_index = {label: idx for idx, label in enumerate(all_locations)} - top_regions = top_regions_df[''adm1_code''].tolist() - top_regions_str = '', ''.join([f"''{region}''" for region in top_regions]) + # Create source and target indices + df[''source''] = df[''origin_location_name''].map(label_to_index) + df[''target''] = df[''asylum_location_name''].map(label_to_index) - query = f""" - SELECT DISTINCT adm1_name, org_name - FROM hapi_coordination_context_operational_presence - WHERE adm0_code = ''{country_code}'' - AND adm1_code IN ({top_regions_str}) - AND latest = TRUE - AND sector_name ilike ''Food Security'' - """ - data = execute_query(query) - return pd.DataFrame(data, columns=[''adm1_name'', ''org_name'']), top_regions_df + # Create the Sankey plot + fig = go.Figure(data=[go.Sankey( + node=dict( + pad=15, + thickness=20, + line=dict(color=''black'', width=0.5), + label=all_locations + ), + link=dict( + source=df[''source''], + target=df[''target''], + value=df[''population''] + ) + )]) -def get_time_period(country_code, ipc_phase): - """ - Get the time period for a given country. + fig.update_layout(title_text=f''Refugee Migration to {country_name}'', font_size=10) - Args: - country_code (str): ISO3 country code. - ipc_phase (str): The IPC phase to filter by. + # Save the plot as a PNG file + file_path = ''./work/refugee_migration_sankey.png'' + fig.write_image(file_path) + return file_path - Returns: - tuple: Start and end period. - """ - query = f""" - SELECT DISTINCT reference_period_start, reference_period_end - FROM hapi_food_food_security - WHERE adm0_code = ''{country_code}'' - AND ipc_phase = ''{ipc_phase}'' - AND latest = TRUE - """ - data = execute_query(query) - if not data: - print(''No data found for given parameters.'') - return '''', '''' - start_period = data[0][0] - end_period = data[0][1] - return start_period, end_period +# Main function to get data and create the plot -def analyze_food_security(country_code, ipc_phase): - """ - Main function to analyze food security data and generate a map. - - Args: - country_code (str): The ISO3 code of the country. - ipc_phase (str): The IPC phase to filter by. - - Returns: - dict: JSON record containing file path and metadata. - """ - food_security_df = get_food_security_data(country_code, ipc_phase) - hdx_url, data_url = get_attribution(country_code, ipc_phase) - start_period, end_period = get_time_period(country_code, ipc_phase) - - organizations_df, top_regions_df = get_organizations_in_food_security(**params) - if not organizations_df.empty: - output = f''Top 3 regions in {country_code} by population in phase {ipc_phase}:\n\n'' - output += top_regions_df.to_markdown(index=False) - output += ''\n\nOrganizations providing food security in these regions:\n\n'' - output += organizations_df.to_markdown(index=False) - else: - print(''No organizations found for the given parameters.'') - - result = { - "result": { - "type": "text", - "file": "", - "value": f"{output}" - }, - "metadata": { - "params": { - "country_code": f"{country_code}", - "ipc_phase": f"{ipc_phase}" +def generate_refugee_migration_sankey(country_code, country_name): + data = get_refugee_migration_data(country_code) + file_path = create_sankey_plot(data, country_name) + if file_path: + result = { + "result": { + "type": "image", + "file": f"{file_path}" }, - "attribution": f"{hdx_url}", - "data_url": f"{data_url}", - "time_period": { - "start": f"{start_period}", - "end": f"{end_period}" + "metadata": { + "params": { + "country_code": f"{country_code}", + "country_name": f"{country_name}" + } } } + print("OUTPUT:") + print(json.dumps(result, indent=4)) + return result + else: + return {''error'': ''Failed to create the Sankey plot.''} +', 'create a sankey plot of refugee migration by country for Kenya using HAPI data as an image', '{}', '{HAPI}', NULL, NULL, ' params = { + ''country_code'': ''KEN'', + ''country_name'': ''Kenya'' } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - -', 'find and display a table of organizations by region in Chad for food security with IPC phase 3+ using HDX data, showing top 3 regions as text', '{}', '{HAPI}', NULL, NULL, ' params = {''country_code'': ''TCD'', ''ipc_phase'': ''3+''} - result = analyze_food_security(**params) - - -', '{"result": {"type": "text", "file": "", "value": "Top 3 regions in TCD by population in phase 3+:\n\n| adm1_code | adm1_name | population_in_phase |\n|:------------|:-------------|----------------------:|\n| TD14 | Ouaddai | 292780 |\n| TD07 | Lac | 230487 |\n| TD05 | Hadjer-Lamis | 209637 |\n\nOrganizations providing food security in these regions:\n\n| adm1_name | org_name |\n|:-------------|:----------------------------------------------------------------------------|\n| Hadjer-Lamis | Action against Hunger |\n| Hadjer-Lamis | Cooperazione Internazionale |\n| Hadjer-Lamis | German Development Cooperation |\n| Hadjer-Lamis | World Vision International |\n| Lac | Action against Hunger |\n| Lac | Agence de Developpement et de la Formation Proffessionnelle |\n| Lac | Association pour le d\u00e9veloppement des initiatives locales |\n| Lac | Bureau Consult International |\n| Lac | CARE International |\n| Lac | Catholic Relief Services |\n| Lac | Comit\u00e9 International pour l''Aide d''Urgence et le D\u00e9veloppement |\n| Lac | Croix Rouge Tchadienne |\n| Lac | Diakonie |\n| Lac | Food and Agriculture Organization |\n| Lac | Handicap International - Humanity & Inclusion |\n| Lac | Help Tchad |\n| Lac | Initiative Humanitaire pour le Developpement Local |\n| Lac | International Committee of the Red Cross |\n| Lac | International Rescue Committee |\n| Lac | INTERSOS - Humanitarian Aid Organization |\n| Lac | OHDEL |\n| Lac | Organisation Tchadienne pour le D\u00e9veloppement |\n| Lac | OXFAM |\n| Lac | Programme Alimentaire Mondiale |\n| Lac | SAHKAL pour la Solidarit\u00e9 et d\u00e9veloppement au sahel |\n| Lac | Secours Catholique et D\u00e9veloppement |\n| Lac | SOS Sahel |\n| Lac | SOSSIF |\n| Lac | United Nations Development Programme |\n| Lac | World Vision International |\n| Ouaddai | Action Citoyenne pour l''Information et l''Education au D\u00e9veloppement Durable |\n| Ouaddai | Action contre le changement climatique pour le d\u00e9veloppement |\n| Ouaddai | Action Humanitaire pour le D\u00e9veloppement |\n| Ouaddai | ADD |\n| Ouaddai | Adventist Development and Relief Agency |\n| Ouaddai | A Nassour |\n| Ouaddai | APRODIF |\n| Ouaddai | Association des Femmes pour le D\u00e9veloppement Int\u00e9gr\u00e9 |\n| Ouaddai | Association des T\u00e9moins des Urgences et des Actions de D\u00e9veloppement |\n| Ouaddai | Association pour la promotion du monde rural |\n| Ouaddai | Association Tchadienne pour la Promotion du D\u00e9v\u00e9loppement Int\u00e9gr\u00e9 |\n| Ouaddai | Association Tchadienne pour le D\u00e9veloppement Rural, Social et Economique |\n| Ouaddai | ATTADAMOUN |\n| Ouaddai | Bureau Consult International |\n| Ouaddai | CARE International |\n| Ouaddai | Cercle Humanitaire d''Appui aux Initiatives de Developpe\u00f9ment |\n| Ouaddai | Comit\u00e9 International pour l''Aide d''Urgence et le D\u00e9veloppement |\n| Ouaddai | Concern Worldwide |\n| Ouaddai | Cooperazione Internazionale |\n| Ouaddai | Croix Rouge Tchadienne |\n| Ouaddai | Echo M\u00e9dical |\n| Ouaddai | Food and Agriculture Organization |\n| Ouaddai | Future Porte du Tchad |\n| Ouaddai | German Development Cooperation |\n| Ouaddai | Hebrew Immigrant Aid Society |\n| Ouaddai | International Cooperation and Developpment World |\n| Ouaddai | KITES |\n| Ouaddai | Lutheran World Federation |\n| Ouaddai | NIRVANA |\n| Ouaddai | Norwegian Refugee Council |\n| Ouaddai | Nour Akoura |\n| Ouaddai | Organisation Humanitaire et de D\u00e9v\u00e9loppement Local |\n| Ouaddai | OXFAM |\n| Ouaddai | Premi\u00e8re Urgence Internationale |\n| Ouaddai | Programme Alimentaire Mondiale |\n| Ouaddai | Secours Catholique et D\u00e9veloppement |\n| Ouaddai | TCHAD SOS |\n| Ouaddai | United Nations Children''s Fund |\n| Ouaddai | United Nations Development Programme |\n| Ouaddai | World Relief Chad |\n| Ouaddai | World Vision International |"}, "metadata": {"params": {"country_code": "TCD", "ipc_phase": "3+"}, "attribution": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595", "data_url": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595/resource/c689cb9f-2475-4b7e-8beb-178ed9f6253d/download/cadre_harmonise_caf_ipc_mar24_final_ver-2.xlsx", "time_period": {"start": "2024-06-01", "end": "2024-08-31T00:00:00"}}}', 'text', '{"params": {"country_code": "TCD", "ipc_phase": "3+"}, "attribution": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595", "data_url": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595/resource/c689cb9f-2475-4b7e-8beb-178ed9f6253d/download/cadre_harmonise_caf_ipc_mar24_final_ver-2.xlsx", "time_period": {"start": "2024-06-01", "end": "2024-08-31T00:00:00"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('0f1964f6-b03c-405b-9fea-f71df49d4f7f', '# filename: recipe.py + generate_refugee_migration_sankey(**params) +', 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uSfT1xqvR/8nWZt2Cxm4B20Tlt5bb7n90qw6gCPGjIW6KlB+kbNrqZ9SrjuiKECplueY0vL+ENv5+X8GqW975HX5FPvvzera177unHyN9zFkjtGlWzV0BIJLx6Hl0i7OW3PnKnVFk+6+Qj5e7/r6vVmz3oBLg7+j0nX0/82a12kduyZPoFYfz3U52st2qxt9zR9aJtliXLj/DqmHQJOl11Qr9sbLUs2XPvuC8aq1avzfeyZMZXr6fzzQ+761Lp1exxbrFNVni1fy1d+HLCjzJu+GPZnwvdP2/hEun90FDRWvUypUvJKccd6j6TOtmPDC//YYYABCAAAQiknkDkhDf1l+jX48iPvnHr8k54/8kidRcunQh1ykW3uVn/F7dv6weB1gUioKtW7NGwXo5LrhWoUxpBAAIQgAAEIJBvAghvCJnWqu631+5uIpNOQOsz8CU5+ZhDIn/HNq111YlQB+zbWNavz5CX3/pYPvz8W/nw1f4uI862/QhoqYRmwzXD+/7L/bZaSWL7jYIzQQACEIAABCBgBBDe0GfhwSded2u16s/kujSY/tx89SVnbHXXrCh+fPQncZ2UpXXHWtKw9567So9rz5e999wtisON9ZiOad9d9AYU1152plza4cRYXysXBwEIQAACECgKBBDeohAlxggBCEAAAhCAAAQgUGACCG+B0dEQAhCAAAQgAAEIQKAoEEB4i0KUGCMEIAABCEAAAhCAQIEJILwFRkdDCEAAAhCAAAQgAIGiQADhLQpRYowQgAAEIAABCEAAAgUmgPAWGB0NIQABCEAAAhCAAASKAgGEtyhEiTFCAAIQgAAEIAABCBSYAMJbYHQ0hAAEIAABCEAAAhAoCgQQ3qIQJcYIAQhAAAIQgAAEIFBgAghvgdHREAIQgAAEIAABCECgKBBAeItClBgjBCAAAQhAAAIQgECBCSC8BUZHQwhAAAIQgAAEIACBokAA4S0KUWKMEIAABCAAAQhAAAIFJoDwFhgdDSEAAQhAAAIQgAAEigIBhLcoRIkxQgACEIAABCAAAQgUmADCW2B0NIQABCAAAQhAAAIQKAoEEN6iECXGCAEIQAACEIAABCBQYAIIb4HR0RACEIAABCAAAQhAoCgQQHiLQpQYIwQgAAEIQAACEIBAgQkgvAVGR0MIQAACEIAABCAAgaJAAOEtClFijBCAAAQgAAEIQAACBSaA8BYYHQ0hAAEIQAACEIAABIoCAYS3KESJMUIAAhCAAAQgAAEIFJgAwltgdDSEAAQgAAEIQAACECgKBBDeohAlxggBCEAAAhCAAAQgUGACCG+B0dEQAhCAAAQgAAEIQKAoEEB4i0KUGCMEIAABCEAAAhCAQIEJILwFRkdDCEAAAhCAAAQgAIGiQADhLQpRYowQgAAEIAABCEAAAgUmgPAWGB0NIQABCEAAAhCAAASKAgGEtyhEiTFCAAIQgAAEIAABCBSYAMJbYHQ0hAAEIAABCEAAAhAoCgQQ3qIQJcYIAQhAAAIQgAAEIFBgAghvgdHREAIQgAAEIAABCECgKBBAeItClBgjBCAAAQhAAAIQgECBCSC8BUZHQwhAAAIQgAAEIACBokAA4S0KUWKMEIAABCAAAQhAAAIFJoDwFhgdDSEAAQhAAAIQgAAEigIBhLcoRIkxQgACEIAABCAAAQgUmADCW2B0NIQABCAAAQhAAAIQKAoEEN6iECXGCAEIQAACEIAABCBQYAIIb4HR0RACEIAABCAAAQhAoCgQQHiLQpQYIwQgAAEIQAACEIBAgQkgvAVGR0MIQAACEIAABCAAgaJAAOEtClFijBCAAAQgAAEIQAACBSaA8BYYHQ0hAAEIQAACEIAABIoCAYTXI0orVqyQH3/80aOHbZs2b95cqlSpktI+6QwCEIAABCAAAQjszAQQXo/ojxs3Tq7+bJJU2nt/j17+13T171PlxgaVpWXLlinpr6h2Urx4cSlWrJjYc6LX2/Pa9PzBMei4wmMs7PEEz5fodUHPb9cV7lP/ZoMABCAAAQjEhQDC6xFJFd4e89Ol2iFHefTyv6bLJn0tV66ZvdMLb0pg0kmhEyhRosRW4m9fBApyYmsbflYhz2lLS0tz5w8/cjo+p3MUZLy0gQAEIACBokUA4fWIF8LrAY+mEIg4ARXkRFKdaNjBTHmyAp5bP+Hz5iT+SHzEP0QMDwIQiAwBhNcjFIUhvFetmysHHXSQx6iKflMrIQiXEuiV2U/vqbjKrKwsscfmzZu3eZ2ZmZmK09AHBCJDwAQ5LNT5zYrnJOCpEn8bT0795Zb5jwxsBgIBCESKAMLrEY7CEF5KGjwCUohNVRDCdbzBv31PnUi4gzIePH+i2uaczh8Wej1P8Fz2JSJRXbK2DY/L2ge/jCRbz2x9WR/BZ19+tIdAsgQSlc0kU46TWx3/9qh5z+2/P6lMBCTLMdnjcpuLYf8dSbavonScTmqfMmVKSofcokULJrV7EEV4PeAhvB7waAqBAIFEP82r5AeFPSzrwSxlUAZM1INCrfsSZQt1X7DfYJtEkwODx9uxmzZtIpYQgAAEtiLw3//+V6Yt/Vz2aNYgJWRm/DpPzjzsamnTpk1K+tsZO0F4PaKO8HrAoykEYkYgXCZgWfmcLjNRpluFOizy+rdlx7XMJijoOf3kr8fosWH5z2m1j/BY7DwxCxGXA4HtRkCFd0OdP6RF66YpOeeU8dOlWaXTEF4PmgivBzyE1wMeTSEAgcgTyCnzrgMPS7Jl4xNl3nP7yT9RFt8EP1w6ExT2nDLz2l+4zMa+SOQFPKdfB6jnz4sc74cJILzR+0wgvB4xQXg94NEUAhCAQBEisH79eqlQocI2pTGWZU/FpQTr3MM19OHzByf3prqGV8dhX2qC47Dx6Xu6P7zZPiYVikyePFnSa/1GhjcV/zBS1AfC6wES4fWAR1MIQAACEIBATAmQ4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWISWEI71Xr5spBBx3kMaqi37R48eJSrFgx9wi+Du5LxVVmZWVJ+LF58+bsffratuBYbEz6rJs9F3RMOobgeYN/2/4wj/AYcjp3uC/rT5+D11fQsdMOAhCAAAS2JYDwRu9TgfB6xKQwhPfKNbOlZcuWHqOiKQTyRyAtLc1Je/hhXwZMjk2Q9Tko3OHXOZ09LNtBybcvFMEx6L5Ewm7twue1Lx7B8YbHnj8yHA0BCECgYAQQ3oJxK8xWCK8HXYTXAx5NIbCdCagQJ5L7RCKu++xYfQ5m+E3C9ZjMzMzs7Hy4f2uT6DK1D20b7Mu+UFi74HnDEm/n3c4IOR0EIJAkAYQ3SVDb8TCE1wM2wusBj6YQgIA3gWBGPCjzYYk3sU6Uydd9ibLi2ia/mXf7ohBsl5v4K4Cw9JOV9/5Y0EEECCC8EQhCaAgIr0dMEF4PeDSFAAQgkAeBRIJuAh2U+nAdfLhdsvX/4Rp+k2/tf926dVK+fPns0p9Ecwx8Ahq+huC59fWaNWukUqVKCec3+M4jCI870TwCY6O/LrDlTQDhzZvR9j4C4fUgjvB6wKMpBCAAAQgUWQIqxVZHb5l6+2Jhvw4U2YtLwcAnT54s6bV+kxatm6agN5Ep46dLs0qnSZs2bVLS387YCcLrEXWE1wMeTSEAAQhAAAIxJUCGN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmCK8HPJpCAAIQgAAEYkoA4Y1eYBFej5ggvB7waAoBCEAAAhCIKQGEN3qBRXg9YoLwesCjKQQgAAEIQCCmBBDe6AUW4fWICcLrAY+mEIAABCAAgZgSQHijF1iE1yMmhS28xYoVk7S0NNHn4sWLS1ZWlmzevDn74TH0hE3tHHa+TZs2ufNnZmam+lT0BwEIQAACEIgtAYQ3eqFFeD1iUpjCq9JZuXJlqVq1qpQuXVpKliwpGzdulIyMDFm5cqUsX77cCXCqNpXdGjVqyIYNG9z5KlSoIAsXLpRq1arJ4sWL3X42CEAAAhCAAATyJoDw5s1oex+B8HoQL0zhLVGihDRq1Eg+/XKSvPLuWFmfniGbN2fJyW0OdA+VX91UVDXrq/KrDxVlywzrfn1tYmzH6H5tpw99346rWbOmDB46Upo1bSTHHdFcOt08QPrcdKGULrnlHHq8bsFMswc+mkIAAhCAAARiSQDhjV5YEV6PmBSm8JYqVUoaN95Djut4s7z8WE9p1KCOrFm7Tv6ePV/q1KjsMr6aidXjVH41A5ueni5lypRx+/Q9LUlQoTVJ1eO0PGHt2rVSrlw5d4yKtWaN9Vj9+6GnhknzffeUM046Qr6aMFkOatFM1q9b647TvrU/PX79+vUu80u5g8cHiKYQgAAEIBBLAghv9MKK8HrEpLCFt36D3eT4jrfI2LcHSpnSJWXdunXuoeK5YNESGfT8SFny70qpUL6M3FvMlSYAACAASURBVHDZ6bL/vk3k43GT5dOvJsumzM0yc+4iOfvk1lKubBkZPvobSUsrLvfefLFUr1pRPh43Sd779HvRooiqlSvI7dedKw13rS/9Br/mhPe0Ew6Ts6+4S564v6tkbkyXF9/6VKb+MUcyN2+WZk12k5u7tJcVK1bI6tWrU1pa4REOmkIAAhCAAAQiQQDhjUQYthoEwusRk8IWXi1pUAH9auKv0qp5Uzms5T5ybOvmUqlSRenR9xk5cP+m0rFdG/ny259k6LAx8srgnvLhZ9/J06+8J289e7e7slMv7imdzj9ZLjr7eHfM+vXp0vnCU2XtugypXq2ym5Q2YszXMnPOQul6xdnSd9DL0qJZEzm97eFyVqc75dmHbpbyZUtJesYmqVmjquuz14PPy0nHHCyNG9SUJUuWuHIHNghAAAIQgAAEthBAeKP3SUB4PWJSmMKrIlq7dm1XerBoyXL5/qfp8t7HE6Rm9cryRL/uckz77jL8+XuleLEsKV++vBx5Vlf5cvhg+WjsRJk4ZZrcc/Nlrua2fee7ZeA910mdmlXk2/9Ok9GffycP9uoi303+WV4dPlZWr1kvmzIzpXqVivLkAzfKvQNfchnedie2ljMv7yVDHr5FKlcsJ6M++kpGf/FfJ7dLl62UDqcdLWe0PVTmz59PWYPHZ4imEIAABCAQPwIIb/RiivB6xKQwhVdltVKlSm50ulqDSm16xkY56uxuMuWT5+X4jjdtJby6f9y7j8noz76VKb9Ml9uuO9/V+Xa46h55ol83KV+mpPw0baaM+ni8DLjnOrng2r7SvXN7adVib/lp2l/y1Esjndz2GfDiNsJbqmSadLiqj7zxdG+pWb2KDHntfVfL2/H0o2T27Nmu/pcNAhCAAAQgAAEyvFH9DCC8HpEpTOHVSWJVqlaTn3+bLccfdZCULFlCJkz+VfoMfFk+HfaI3HzPk9LygL2kw2lHyVff/SxDh42WVwbfIe99PF5+/PVP6XHteW7y2rld+sjg+25wwvvzb7Oc8A7sc72cfukdMnRgD6letZI8+ty78tufs+T5AT3knkeGZguvlTToqgxdegyUUS/dL5s2Zcpl3R+UI1o1k/PPaCNz585FeD0+QzSFAAQgAIH4ESDDG72YIrweMSlM4dUMb+kyZeWRZ4fLzHmLpURamlSuWF46X3CStGndUqbPmCkDnxsh/yxZLpUqlpeul58u++2zp7z/yQSZ+vvf0v3Ks53wXtKtvzzSu4uULZUmv06fKx9+PlEeuftaeWvUpzL6ix+kbu1qUr1KJZkxa748/eCNroZ3v712dyUNKss6aa1alYry0FNvyKIlK6VihbJSvFgxadigjpxz8uFupQZqeD0+RDSFAAQgAIHYEUB4oxdShNcjJoUpvJrh1RresmXLZi8HpsuK6dJjuqyYrtRgS5DZsmS6VJhmY3WJMn1PlxnTSWV6Q4k1a9a4v/UYvZmELiem51Ap1jb6vpZN6PF6nL7WG0/o2rzav9YUa5/6rCUMOg7ta9myZQivx2eIphCAAAQgED8CCG/0YorwesSkMIVXh2W3FdZn3YK3FbabRgRvPBG80YTdgELFVtsH37MbSNgthLVvPU7329q99lrb2g0t7Jx24wl79kBIUwhAAAIQgEDsCCC80QspwusRk8IWXo+h0RQCEIAABCAAgR1EAOHdQeBzOS3C6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQEwJILzRCyzC6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQEwJILzRCyzC6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQEwJILzRCyzC6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQEwJILzRCyzC6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQEwJILzRCyzC6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQEwJILzRCyzC6xEThNcDHk0hAAEIQAACMSWA8EYvsAivR0wQXg94NIUABCAAAQjElADCG73AIrweMUF4PeDRFAIQgAAEIBBTAghv9AKL8HrEBOH1gEdTCEAAAhCAQCEQSEtLk82bN0vx4sWzn7OysqRYsWLub31d2BvCW9iE898/wpt/ZtktEF4PeDSFAAQgAAEIpJiAyu4uu+wiK1eulCpVqsjatWulYsWK7rl8+fLy77//ypo1awpdehHeFAc2Bd0hvB4QEV4PeDSFAAQgAAEIpJiACu9uu+0mnW8dKDd16SDNmjaUmbPnS49+L8gVHdvKPnvsIpmZmdnZX8v26nOJEiWcCGsWWDfNCAePtYyxnsPeD2aN9VjbEN4UBzYF3SG8HhARXg94NIUABCAAAQikmECpUqVkzz33lMu695fbrr9AqlQsJ9f1GixXnHeSnHBUy+wSh5IlS8qGDRvco3Tp0i4DXLVqVSe46enpTnxVZpcvX+4yxKtWrXIZY/27Vq1abtQqvirJGRkZrp/Fixe717ohvCkObAq6Q3g9ICK8HvBoCgEIQAACEEgxARXevfbaywnv5R1PksEvDJdLOpwgJxx5oBPUyT9Okxfe/ERWr1kvlSqUk25XnCH77dNETr/0DjmpzcHy95yFsmjxMrnxyjNln6a7y9W3PypXX3SK7Nu0kZPbK28ZILdff7788tufMuqTSaLVwFUrV5Ae17SXiuXLytKlS51UI7wpDmwKukN4PSAivB7waAoBCEAAAhBIMQEV3qZNmzrhnTlnoVx9STu54KzjZNmyZVKpUmW57Mb+MqjP9VK3VjX57odp8saIz+XRe6+XUy66Ta67/Cxpe1RL+fybH2T8pKnS+6ZLZcSYr+X3GXOk5w0XyoyZ8+TOh16UN566U1auWivVq1V2Eq3H6Lk6dWwrs2fPdllihDfFgU1BdwivB0SE1wMeTSEAAQhAAAIpJhDM8NauWVUWLFoqj993g5QsUVxWrF4v53bpI3vtsauTUqvffe2JO53wvjL4DildsrjMW7hUHnpqmAx5+BZZtXqtXHh9P3nv5X7y2HNvS60aVeWic06Q7yb/LK8OH+syxZsyM6V6lYoy4O5r5K+//pKNGzcivCmOayq6Q3g9KCK8HvBoCgEIQAACEEgxAcvwXtrtQelx3fnyybjv5c+Z8+TBO66Udekb5erbBsqHrz7ohFdLD7Ret0KFCnLyhT3k9afuko0Z62X56nS5/9FX5YWBPZy89n/qTTn8oGYyaMjb8vKjt0nVKhXlkq4PyI1XdZBWLfaWn6b9JU+9NFKe7NdNpk+f7up5yfCmOLAp6A7h9YCI8HrAoykEIAABCEAgxQRs0poKr05aa7p7Pbl7wMuStTlL7r/9Sjmn893S/cr2cvRh+0t6Rob8MWOOtNivqcvwqvBuSF8nK9ZkOOF9fsCtbgmzuQuXyY33PCUtmu0p/W7v5DLDHbrcK0MH9pDqVSvJo8+9K7/9OcsJ74wZMxDeFMc0Vd0hvB4kEV4PeDSFAAQgAAEIpJhAcFmyG69qL3vv0UAyNmyUXv1flMYN68mxhzWTJ1/5UP5dtlIyN2+Wk44+UDpf1E7OvvJueXFQD0lft0ZWrdsoDz/1pjzZr6usW7dO6tSpI+0u6yU9rj1fDth7Nzfi9z7+WsaMmyJ1a1eT6lUquSzyoHuukTlz5lDDm+KYpqo7hNeDJMLrAY+mEIAABCAAgRQTsBtPrFixwi0zpsuJ6bJiWppQrlw50eXINEOrmeBNmza5bKzumzt3rltubMvktkqi7WvXru2WJlu1Jl063zpA3n3uHlm8+B/XXvvUdtqP/r169Wq3tu+CBQsQ3hTHNFXdIbweJBFeD3g0hQAEIAABCBQCgZxuLaxCqgKrgqrH2E0mdJ8KcbidCu2EH6bLG+99JZ3OPV5Ob3uEE2MVZetLn3Wzm07YMzW8hRBYzy4RXg+ACK8HPJpCAAIQgAAEIkpAJVgzvdWqVXMyrPKrtyvWG0/Y6g65DR3hjV5gEV6PmCC8HvBoCgEIQAACEIgwAZXeYNY3uJRZXsNGePMitP3fR3g9mCO8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAQKES+GrSNPn+57/k5itPL9TzFEbnYydMlV+mz5Wul51SGN3n2ed7n30vn3z9k6SlFZfHenfK8/jwAbkJ79Qflst/hvwt6esy5eY++0qDRuXz7H/K+OnSrNJp0qZNmzyP5YDEBBBej08GwusBj6YQgAAEIJBNYMbsRTLs/fEyZ8ESKV68uNSrXU3an3yo7L1H/QJTSqXwvjL8S/ls/M/So8sZ0qzJrm5MK1atla59hsqQfl2kTOlSBR5nooY7UnjXrEuX7ve+KIPuukwqli+7zfAm/TRDnnhljNtfIq241K5RRc5s20oOab5n9rG5CW/fW36Uduc1kAMOqp40M4Q3aVQ5HojwejBEeD3g0RQCEIAABByBDRs3Sbd7h8opbQ6U4w7fTzZvzpK/5ixyEtl0910KTCnVwvvdlOlSq3oluad7xyIlvJsyM6VEWlrSHOcuXCqPPPdejpldFd63PpwgD952oWRmZsnEH6fLi29/IQ/fcYnUqFrRnSc34b3xsonS84H9pVbdbWU6p0EivEmHD+H1R7VtDwhvYVClTwhAAAI7F4EFi5fL7f1fk+cfvEZKlSyR8OL/mr1I3nj/G5m3aJk75owTDnZyrPI14pOJ8u/y1VKhfFk5+egWcsIR+7s+wsKrGdnXRn4lv82YL6VKlZC2Rx7gjtdt9vwl8uO0Wa7fRJtmeDMzN8sv0+fIBWccKS2b7b5Nhrf/MyPlqFb7yGEHNtkifVP/ltHjfpC7bmgveo19H39bzmp7iIz69Hv3/kVnHSWVKpSVl98dJytXr3PXc+6ph7v3NMP70++zpWyZUvLDL39L9aqV5LJz2mR/AcjtWrTtD7/+7Xj8PecfOfGo5q7v4LY+fYNj8dNvs6REiTRp3XIvOfvEQ0Rld8Dz78vqteulauUKcsDeDd15g5sJ7yN3XJK9+4rbnnLlF3r8pk2Z8tTLo+T3OQtFiqdJi0OqyrmX7S6lyxSXO6//QRYvTJcq1UpKxcol5a5HmsvVHSZI/yEHSeWqW7Lkw4b+LaXLlJCzLtjVffkZ9cYc+WLMAilXqpx07dxB7nnkJfnhk+ekdKmSsnHjJnnixRHywaffSsaGjXLckQfK7ddf6Ljp9t4n4+W51z6QJctWyr5NG8q9t3aSenVquPeefHGEvPX+OEnP2OD49u/VRfbbe/fY/uMjw+sRWoTXAx5NIQABCEDAEdAM760PvCJNGu0iRx68t+y+a22pUK5MNp3lK9fKbf1flYvPOloOO7CpE5Ql/66SRg1qydQ/5kj1qhWlbs0qTu76PztSel5ztnsvKLxZWVnS9/F3ZM+GdeWckw+VVavXyUNDRskF7Y6U5vs0lG9/mC7DPvgmx6ymCq9uDevXdLWtfW86z0lqsKQhL+G94+H/OPk856RD5effZ8tzwz5zJRudOhwr69Mz5O5H35Ke15wlu9Wr6YT3lRFfSueOx8uhLZrIxB//dIKqkqkyl9u1aNuXh38pt199putfr71YsWJbfdqGvj1Wlq1YI9dcdKKo/A547j1pc+i+bnwq/wNfeD/PDK+OReX2ux+ny5A3PpP+t10kdWtVlTc/GC8/T/tLjjmzmBx0ZFN56YkZUr1WKelwaSM3hm4XT5ReD/0vw5ub8I4f+4+MGT5f2p5aVlrUPEU+Gv+HfPrV5GzhHfjsW/LL7zPlobuulnJly8gdDzwn9erWkFuvOU++mTRV7nroBXn6wZtkj0b15NW3P5GPvpgkw57pLdOmz5ZuvR+Xt569R6pVqSjzFi5x4l+nZrXY/qtEeD1CO2vWLLn6yRc8eti26b0dTpcGDRqktE86S0xA/yNoj82bN+f4urD56Rjs/OHnzMzMwj49/UMAAhEgsHTZKvnwix9cBnXJslXSrEkDuaz9se4n8jFfTpFfp8+VWzq3y3OkQ9741AmjiltQeFXi7n/yXXm671VuIpZun37zk8ycu1iuOv+EPPs14b3wjCOl58P/cdKq5Rb5Fd4h/a7OzmJfdcez0vXSk6VZ0y01wYOGfuAyx5olVmkd++0vct/N52eP7c4Bb0i74w9yNbO5XYu2/Wby79K7a4ccr6tzz6el13XnSMP6tdwx4yf/Lh9//ZPce2PHpITXani1bfHixeTSc9rIMYc2c31dc+cQOe2oplJt3/nSonVTmTd7nTzxwG/y4DMt8y28g++fJs1aVJWqlVe7SWt16u8u51zZO1t4DzvtWhnyyK2y315bZHr63/Pk2p6D5LM3B8gNdw6WFs32kE7nbZn4p/+vOeLMG5zkrl6zTq68+WF5+K6r5aADmkrJHH5ZyPODUYQOQHiLULAYKgQKQkAl2h4m1ybWufUXbBcUcX1dkC2nceTWX3gM+jdfAgpCnzZFiYBmdDX7qZtOEvvPqK9dOcElZx+9zWXoZLd3xnwr/yxZ4d5bu36DtD1yf2l/8mFbCe9/f/lbnnz1o+waUz1W+9y1Xg3pdtmpeeIx4dUxfDtluoz8ZJLc1uVM6d73xexJa3lleLWkQYXbthvuecFdX4O6//8T+6sfuQy0llqotP742yy56Yr/rTDx6Isfyt6N60mNapVyvZa8JrytW58hV985RJ7sc6VUrLCljnb6zAXy+Mtj5PF7rkhKeLWGVzO8mh3WyYbrMzLk2otOEuu7coUyIiU3SJmypSQrS2T9uk0yYGirfAvvvTf/KO06NpCsjf864W3e4iBpfcb1Tni1nOGQU6+RXevVdtJtUqsy+/XIx50YL1uxymV+bdP3Hr+/mxywT2MZPvorGTZqrMyau0iOObyF3Hb9BS7bG9cN4Y1rZLkuCOykBIKSrHJsf4d/0rT/OSSS6pwkPPiFwdrpOXR/fjbrJzg+RD4/BON/7KSf/pRXR3zlBCy3DK8K57mnHO5+9lfpef7Nz6VyxXLS4ZSthXfWvMWuNnXw3Z22+Xk/GZpB4dW60l4DXnd1ryp+tkrDoBc+kIP2b+zKMnT7cuI0J93BGt78CG84w3vXwGFy+nEtpVb1yrleS17Cq2PzzfCa8GpfGRs2yS39XparL2gr+zZpIF16PSvnHLu3VNxrnsvwhrdwSUPXi76Tuwc2l+q1tojpC49Nl2o1y7ga3sfumyb7HZhzhleF9/Un75TGDettc57r73hMWrdqJuefeVyuIV6+crX0evB5qV+3ltzR9cJkPg5F8hiEt0iGjUFDAAI7EwEV5KAcm2znxCDRsclk0sPtcuofYU/tp2/xvyvdT+qHtGjiMrDLV65xs/7LlC4p3Tud5iaH9XjwVbn07DbuGKvh1XraLr2GyJ3XnyO77lLDlUL0HjRMjj1sv22EVyW17xPvuDKEM084WEqWKCGLliyX9IyN0ni3OklNWtOrtizz9z/PcGPUJbxMeId/NFEWLV3uMp3a74PPjJC04sULLLxaw6vlFoc231LD+8rwcTKg16Vu9YrcriUZ4dUvBsr1Wq3hzdjgVmU4utU+ctLRLfKV4bVPwvufT5affpvtYqEZ36m//yVHn15MjjppH1mxbIPMnbXWiatuYeF9+K6p0urIWnJ029puQtv9PX6SNifXdcI7fuxiGTN8nrQ9ray0qLFtDe+AZ96S32bMlvtuu8LV3y5eukL++GuuHHnIfvL1xJ+lz4CX5NG+N8i+TRrKmrXrZcLkX+TENq1kxsz5snrtOjdJLWtzlvR84DmpXaOq3Hrtean9cEeoN4Q3QsFgKBCAAAR2RgL5ybIrn3Dde7h9omx+MlzDpTvBUqBVq1ZJxYqF83OvTiB76Z3PZeofs2XFyjVudQGta73wjKOkYvky7leKP2ctlDfe01Ua/nXCp9J67OH7yYQf/nCrHlStVF6qVCovUkykepWK2wivXr8KnsrYr3/OlY2bMqVOzSquFne/prsmPWktWFahGVetDTbhXbM2XZ55/RM3GaxSxbLSeNc68vtf8wssvFut0lClopNtW5c4t2tJRni19EBLRXSVBq1pPuKgveWsE1u55cvyM2nNPldr12fIjX1fku6dTpUmDevKM6+8J7/NXSAbNhSTqtVLyZEn1JYTTt+yxFxYeOf8vUZefuovSSteTKrVLC0lShST6rW3ZHj1i8qI/8yWLz9e6FZpuPbys+X+x16Tnz57wY1byxqeffV9txqDflGqXbOqdDi9jVza4UR3rtGfT5Qhr70v8xctdeUbrVrsLQ/ecZWbVNdn4MsyZ/5it2JHq+Z7yT23XC6VK+Z9E4xk/i1F8RiEN4pRYUwQgAAEILDTEbDSGMvoBzP7KtxlypRxsr9p0yYnwfpsD/sSoH8nem0lM/psx1hGP3g+q5PfuHGj+1XBHsHz2PmD47PSnvB8AZsYrMG0XxmCJUDheQXB9tY2p3KfYD85/YKRaH9wn345yuuY/HwQbUwLFiyQU67eRw48YtuShvz0Z8faOry1dmko1/Z8VMa9+2hButmp2yC8O3X4uXgIQAAC8SRgMqZypsKkAqev9VkfGzZsyN5vr00G7VgTu+B+ax+WzYyMjOyyEzvepNQkMlgKEhY97dekUI+3LLU+67F69zXb0tLS3Pu6z571tclW8Fjrx47VPkqUKJHdv+6397RfO1ewnbax8+j7epxudh57Du6344NjDvZj+/W48BiD1259h/sLXqP1G/wkB683PIbg8eF+Ev1rSPSLQV6/IkydOlUq7rs0YQ1vfv7Fbdq4WX6fulIy1i6RPcq0lfe+mOpqbe/sfnF+uuFY/Qxn5Xe2BdggAAEIQAACuRCwLKSKpEnm+vXrs0VT5dD262s9Lj09XWx/+DnYj8lrMPtomUrLXFp2MihOQdkKiqIJV8mSJd0VqQyaBOqzSpw+h/cH92nboHjasdrW5FSfdb/1F/zbzh2Uz+DYw9fBhy/6BHK701p+Rr9xQ6b07/WrLJq/VkqXKC1tWh8ovbpeJBUrlMtPNxyL8PIZgAAEIBB/AkEBVXlUoVTBtNdBwdR9wf0qjyalweMsC6rHmmCaxFotrMlkqVKlXPYzKHZhKTQBNCk0idS/7aHH6P7gPntt+/VcJpUmtsEsYvyjzRVGgUCqhNeuhVsL+0eVDK8/Q3qAAAQgUGACKocmmZbptGyniaZmR/UR3G/vBdtaJtTeUwHVfeEf8oKZx9KlS7vsZG5SqTJpDxNTFUttY/u1H31P9+u+oGwWGA4NIVBECSC80Qscwhu9mDAiCEAgIgRMGPXZsqKWGU30HMyc6vuWHdXX1of1aRlSzXwG5TD4U7kJpAqpCWaijKbu0/f1oRObrJ3+bSJqWc+8ag8jgp5hQKBIE0B4oxc+hDd6MWFEEIBALgQ0I2qTjiy7Gf553vYHJyjpMTn9jB/szyYqqbxqZtR+Dg/+TB7+Od5+Rg//3G6SajKq75uEqohadpRsKB95CMSLAMIbvXgivNGLCSOCQKQJBGe/h+s4LYsZFM7gvmA9qL5WAVWBtWyoCWpwFr39TG/1oQrHZqSrjIYnBqlEhms9bV/wJ3h7bT/B27OKaNmyZbP7Dc4Sj3RgGBwEIBAZAghvZEKRPRCEN3oxYUQ7MQGTyfAM9OCySiZ+dowthxReLzOYqQwvxRSc9R7sL7jWph5jyykF+7a1MRMt7E7e6gAAIABJREFUJ6TSqG2CM9Ft5rlNRgpOTtL3wtnRcG1oMEtq4mrLH/Hz/E78j4VLh0CECSC80QsOwhu9mBS5EQUXS7fBB++EpPuCdzDSv+39nF6reOmW03NwEfXgepbBOy4Fz2FrcQYXSg/LpQmi/WRuYw4u0h48ry20bu8H1+wM3qJVz6PCmdManCaTwfHqtZvMqShq38E1L4PLJtlySLb8UXjpI5uQFF5eKSyewSyo9WFZ0OCz/Zxvwot0Frl/sgwYAhAoZAIIbyEDLkD3CG8BoFmTcePGyUsDH5eGu9T36OV/TWctmCerSmRJ/frb9lfQ5ZKtnUlTTnJq4hk8T6LXicZhd6kxGbS6xzCUoBjltNi3jtMWXQ8KVXgRdOs70XJDdmwwCxhc31Lbhte7tH7Ck4eCfQR/Og+v02nSGf6JXa9HN2sbfA5mPG1/omWUEMqU/POiEwhAAALbjQDCu91QJ30ihDdpVNseqMIrr42VNo328ejlf02/nDlNvt2jnOy3337b9JfX3WBykqJE7cI1iUFpDAtkbqIZ7Dv4OjiWnF7nJsMpgUknEIAABCAAgR1EAOHdQeBzOS3C6xGTwhDeP1rVl5YtW3qMiqYQgAAEIAABCOxIAgjvjqSf+NwIr0dMEF4PeDSFAAQgAAEIxJQAwhu9wCK8HjFBeD3g0RQCEIAABCAQUwIIb/QCi/B6xATh9YBHUwhAAAIQgEBMCSC80QsswusRE4TXAx5NIQABCEAAAjElgPBGL7AIr0dMEF4PeDSFAAQgAAEIxJQAwhu9wCK8HjFBeD3g0RQCEIAABCAQUwIIb/QCi/B6xATh9YBHUwhAAAIQgEBMCSC80QsswusRE4TXAx5NIQABCEAAAjElgPBGL7AIr0dMEF4PeDSFAAQgAAEIxJQAwhu9wCK8HjFBeD3g0RQCEIAABCAQUwIIb/QCi/B6xATh9YBHUwhAAAIQgEBMCSC80QsswusRE4TXAx5NIQABCEAAAjElgPBGL7AIr0dMEF4PeDSFAAQgAAEIxJQAwhu9wCK8HjFBeD3g0RQCEIAABCAQUwIIb/QCi/B6xATh9YBHUwhAAAIQgEBMCSC80QsswusRE4TXAx5NIQABCEAAAjElgPBGL7AIr0dMEF4PeDSFAAQgAAEIxJQAwhu9wCK8HjFBeD3g0RQCEIAABCAQUwIIb/QCi/B6xATh9YBHUwhAAAIQgEBMCSC80QsswusRE4TXAx5NIQABCEAAAjElgPBGL7AIr0dMEF4PeDSFAAQgAAEIxJQAwhu9wCK8HjFBeD3g0RQCEIAABCAQUwIIb/QCi/B6xATh9YBHUwhAAAIQgEBMCSC80QsswusRE4TXAx5NIQABCEAAAjElgPBGL7AIr0dMClt4ixUrJmlpaaLPxYsXl6ysLNm8eXP2Iz9D1z60vT1rv5mZma5/fc5ps/Prs51fn3NrY33puYLn1bGzQQACEIAABOJOAOGNXoQRXo+YFKbwqihWrlxZqlatKqVLl5aSJUvKxo0bJSMjQ1auXCnLly93AprMprJaqVIlWbNmjVSoUEHS09OlZs2asnTpUqlRo4bMnz9/G4HV85ctW9Ydp+cvVaqUO9/69etl3bp1snjxYifeOW3WXsev49Xz//PPP0mJcjLXxDEQgAAEIACBqBJAeKMXGYTXIyaFKbwlSpSQRo0ayadfTpJX3h0r69MzZPPmLDm5zYHuofKrm2Z+VTxVRk2ALZOr0qnvlStXTipXqSZvvz9WLm5/ohPdtJJl5IY7H5fXn+zlhFf7C2ZuVZJ32WUXmTV3kTz+0nuyeOkK2bQpU/ZqXE+6Xn66E1/t27K4+tqy0JaRLl++vCz6d7W88Ppo6d+rsyxatCg7y2xjtnbhLLZlkz3CQ1MIQAACEIDADiGA8O4Q7LmeFOH1iElhCq9mVBs33kOO63izvPxYT2nUoI6sWbtO/p49X+rUqOwyvpZ5VVndsGGDy/5qqYE+VJi1D82uqriuz9gonW56WEYO7esyvekbMqVLjwEy/IW+rp0+tJ+FCxe6Z23fsGFD6XH/c9Lm8BbS4bSj3f6fp/0lTXav5/rYtGlT9nlWrFjhMtJ6jIquttfx/f7XXHn6pZHyWN8bZO3atW7c+p6eT8es4qxCrvvKlCnj+tQMtL63ZMkSMsIen0+aQgACEIDAjiGA8O4Y7rmdFeH1iElhC2/9BrvJ8R1vkbFvD5QypUu6UgJ9qBguWLREBj0/Upb8u1IqlC8jN1x2uuy/bxN5ffinsnTZSrns3LZOOLv1flK6d24vH42bLMNHfy3N9mokTRrtIp0vaiedbuovLZo1kf/+/IfUql5Z7utxmWzISHeSrBlezTBfectAub7TmXJYy32dnKroqpyOGPON/Lt81VbnuaHTWbJPk4Yy9uvJ8twbH0uliuVlnya7ybwFi+XRe6+XYSM+lpEfTxQtxKhauYLcdm0HqV2zunwx4Wf5aNwkqVKpgvyzdLk0rFdTul15jssIq/yyQQACEIAABIoSAYQ3etFCeD1iUtjCq8LZb/Br8tXEX6VV86ZyWMt95NjWzaVSpYrSo+8zcuD+TaVjuzby5bc/ydBhY+SVwT3lP+9+Ikv+XSGdLzzVCa9mcXtcd4HUrV1dLuveX9576X6XaV27foMc3/FmeeOp3tK0cX3p+cBzcnjLfeWQ5nu4+lwtMWjQoIGM+WKSPPHS+7L/3rtLqxZ7yXGHHyD1dqntxDp8npuv7iiNG+4iZ3XqLY/f19W9vvOhobJq1RoZfF9XWbZ8lVSvVtnJ9IgxX8vMOQvlusvOkDFjJ8kLw8bI20PukbTixeTcLn1k0D3XyqYN62T16tVJ1yp7hJKmEIAABCAAgZQRQHhThjJlHSG8HigLU3hVCmvXru1+7l+0ZLl8/9N0ee/jCVKzemV5ol93OaZ9dxn+/L1SvFiWKyE48qyu8uXwwTJsxBYR7XLx6a6k4apbH5Fbrz1f6tSqJhff0M8Jr2ZOS5UpL5d07SejX+vvygteH/G5pGdskPPaHS3z5s1z9bk64ax69eqycvVa+e/UGTJuwo/yy+8z5Z3n+sh7H38ji5cu3+o8t1xznlQoX1ZuvPtJJ69aljD55+kybORYN+YJk36UV4ePldVr1sumzEypXqWiPH5/Nxn9+USZNGWa9L7pUheN7r0fl8vPO0VqVS0ny5YtQ3g9PqM0hQAEIACB7U8A4d3+zPM6I8KbF6Fc3i9M4dUJYLqygW5aG6tSm56xUY46u5tM+eR5Ob7jTQmF9533v5B5CxfLDZ3OdsJ7abd+0vOGi7YSXq3TLVm6nJNhreHVMoWRH42XFavWuhKFOXPmuNrZihUrZp9fV2xQ+W7f+W65/foL5K9Z82Xugn+2OU/5cmXklnuflmFP93blCD//Nktee/cTefKBG+X8a+515RWtWuwtP037S556aaQ8+9DNMuqjb+THX/+UHtee57K/N/d5Si5u31bq167i6niTXY3CI5Q0hQAEIAABCKSMAMKbMpQp6wjh9UBZmMKrdbJVqlaTn3+bLccfdZCULFlCJkz+VfoMfFk+HfaI3HzPk9LygL2kw2lHyVff/SxDh412k9u+mfizjPpkgjx819Uuk3rqJT3l+UdukYYN6sgZl/WSj9942NXiaknDlTc/JO8+f68T3vc++VaWr1zjhHfu3Lkuw6tLlk35dZa0brWfq8dd/O8K6dilj7z82O0yd/5iGfHRN9ucZ7f6taTDVX1k6MAeUr1qJRn8wgg30U6F97RLembvf/S5d+W3P2fJkIdv2Up4VfRv7fuMXHj28dKgTlX5999/c13+zCN8NIUABCAAAQgUCgGEt1CwenWK8HrgK0zhVfErXaasPPLscJk5b7GUSEuTyhXLS+cLTpI2rVvK9BkzZeBzI+SfJcudjOpSYfvu1VjS0zPk7gEvy6bMLKlds6r8PmOO3NX9YtlD62n7Py8zZv8j+zXdVa684FTpetcTblmyVatWyeix37sM74VnHZOdVdUM72sjvpAJ//3dLYlWqlRJOevEw+Si9ifKunXrXX1u+Dy771pHPv/qe3l79ASpXbOKlC9bxpU+aOnCmyM/kdFf/CB1a1eT6lUqyYxZ8+XJft2c8E79/W/pdsVZLsN750MvyrmnH+2EV2WcDK/Hh5SmEIAABCCw3QkgvNsdeZ4nRHjzRJTzAYUpvJrh1RpeLSXQVRl0Epku+aVlAjrpTPfpQ8sW7IYUejMKLYNQWdbyA5VHFUZ9tjVztV8VSN2ntbqaxdVjtI2WMeiz1s3qpvW7Kr16Hm2nS4Zpva9OJNMJcTqm4Hm0rY7NbpShz3ou22fLndlNLPS82rf2p/3qa+1D/9bz6moRuioFwuvxIaUpBCAAAQhsdwII73ZHnucJEd48Ee0Y4dWzBm/rq38HbyusYmg3awjfxEGPtfftPd2nx9tmAh2UYbthhd1BTfuwh90i2MZgfYXPE7zphb6nW/A2xDZm2283x7B2uj94C2Rk1+MDSlMIQAACENghBBDeHYI915MivB4xKcwMr8ewaAoBCEAAAhCAwA4kgPDuQPg5nBrh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIKYEEN7oBRbh9YgJwusBj6YQgAAEIACBmBJAeKMXWITXIyYIrwc8mkIAAhCAAARiSgDhjV5gEV6PmCC8HvBoCgEIQAACEIgpAYQ3eoFFeD1igvB6wKMpBCAAAQhAIEQgKytLNm/e7B72Wp91s/36Orgv0d96bHC/tQ/u0z7skSgQdo7we9Z3cH9436+//irVW6ySFq2bpiTGU8ZPl2aVTpM2bdqkpL+dsROE1yPqCK8HPJpCAAIQgMBWBNLS0qR48eJSrFixrZ51XzJborbWlwpZZmamk8ZNmzY50dPn4GvdZ8fY8UHp1GNN7Oy1PVu7jRs3ur7tbxNKE9iwuAbPY2PV69B2wesJMgjzyOm9oLBq3/Z38DkRWz020ZZof06x+eOPP6TeYRsQ3mQ+uNvpGITXAzTC6wGPphCAAAQKiYBKSPgRlCl7L7wvt+HoscHj8/M6J4Ey+TTx3LBhQ7aEqjDafn3Wv+19lUrdF3zWvjIyMrL367G6z5712nQcKtUqfPqsm7HQ1+F9QfHW98J/h4U0+Hewr0SsjEkwFoX0cdgh3VLSsEOw53pShNcjJgivBzyaQgACsSRgWcpE0pnffYkk1aRqR8AzQVWJDD5UPsP7TEZNQvVZ96Wnp7tnfajE6jWWLFnSSWgiMTQRVa72UAYlSpRwj/B+4x88Nifh3hEMczunZUstAxscd36uIZzZTTZbm0oekydPlvU1p5HhTSVUz74QXg+ACK8HPJpCAAKFRkDFIS/xDL6f00DyI6iW0Su0i0pBxyalKp8moLrPpHT9+vVOSE1K9dmOtWNyKjsw+bRnZaciq8ebnAYlVd/Lj8QV5PItK23ZXX02sQ5LpY0l/H5ObYJSGewrXDZQkHHHoQ0Z3uhFEeH1iAnC6wGPphDYyQmo/ASFMidBze/+ZOs9iyp+zaYGRVSFde3atW6fCuu6deuypVUl1Y7V43LKkgYzpiqiJqb62qTVnlPFLRinRLIZzm6GJ1CF/7Ya1agJp9XwJqoNDu6zul8r1QiWdFhmXONrZR0aV329Zs0aV8ZhX2D0sxDMuGtb/UxYxj3cv7bTeAe5BSezhSe1hbkHa5Pts2H10Tf0bS9N9t81JR+ZGb/MkzMPv4ZJax40EV4PeAivBzyaQiDiBBKJZn7kM7djI37p2214KiyWUTUxVWExgbVnk1l91i34s72KXqlSpZy0lC5d2gmqvjZZtff0b98tnDG1bGhO/YYzn3Z8oln+vmNL1D4o+Iky09rGyjSCk85sNYTwagkmoSabVpphsqkyqXJpmfKVK1e6+KqUmnhqTINZc31tmXft3x7ByWwmkBpXyzgHrzf8hSH4nn2xCNcXB2uHrd9Ex1rM7Zjgv+tgCYqxDtZJP/DAAykNa/PmzaVy5cop7XNn6gzh9Yg2wusBj6YQSJJAOBOa18/sOXWbn5/5C/un5iQvvcgdZvKq0qMio6KjD/07KEIqRPpQzpZNtfiooNpD3wv+ra/zG5ugpCaSpESQgz/rhzN8qQpKovrb4KSw8ISw4KQ5k0Ers7BJbfqsm0ljeGKbZUo1Tpb1DGeEg1lXlVM9TmO4atUqWb58ufsyog8rBdHnYG1yUJytzCUo/sF4BCe2Bb+glClTRsqWLSuVKlWSihUrSpUqVaR69epuX4UKFaR8+fLuWR+6r1y5cu5YfdaHvq996Pup+KKTqpjTz44lgPB68Ed4PeDRtEgTyEs6E83eTqZN+JgiDSkGg1exshIBE1aVrNWrVzvp0WeTWf3bSgMs26UZV5VUezZ5tb/zg8hENyywwexeYYqqCXm4Vjc4OSy8+kOiDKB9gbOf4cPlGcHJbyqSJpS2X/fppiwtA2vlDJY5VulUFsEMrbbTjKv2o3FbtmyZe6jEWjxtLNpe4xz8ud5Wdgheo2UzrV5Z5VQzkFWrVpUaNWpItWrVnHTaPn3fHrZPj1FpZYNAYRNAeD0II7we8Gi6FYHw/ygTZXcSHZNMvWZQIhPNes9pHyGKLwGT1GAm1uTVsnr2XrCm1eROZUszaPqeyqu+1n3Jbva5NVHTdiay4clQvhlWmzSWm5jav5HgscEMbF5ZQpVXzVgHf6oPT3iz90xc9ZpN/FX4bNkvu16TTVsn17K6KqNWSqDM9W+N3YIFC2Tx4sXyzz//yIoVK5zcWk2zlRxYnax9SQhm160MRI/R15ol1aypZlf1oWKqkqqvVWj1UbNmTfeoV69evuKf7OeE4yCQSgIIrwdNFd7ZT7wlB9fb3aOX/zX9fv7fktG2ubRs2TIl/W2vTsLf+IM/y9nrVI8l0U9/4X3JnDP4M2FOPycm009ugppMe46BgC8Bq59U0TJpVemxn6ODkhtcPSBY/6riahJmQpvMuOzfTnjmv7ZNVdbVhDW44kFwBYScXicz/kTHqJgGhdG+AFh9qkqkTaKyrK2yCz4su61js6yr/eQfrEvWvrR//e+ItlEB1j41phpDldlZs2bJ/PnzZenSpS4ra6UiJsJhQdd+gvXM+r4eq32bwKrQaqmAPurWrevEtXbt2rLLLrtkr8lbUH60g0DUCCC8HhFZsmSJjPvoE48etm3a5qS27hszGwQgAAEloOIVrIFV0dGMnj5bPaWKl8qR1UFqO5Uny77ac34zsZYJzOmXhOBs9vxEKydpTbR8l2Ue89N/bseaxCpT5Wf1xCadtrKDTYILslNZ1L+1TtTqTPU47UPjoc/Wp5WC6D6VXD1e21nNqcZK62Jnz54tehvaefPmyaJFi5zQ6n5tb3Ks57D6VG1vX0z0tcZGRVazvvpaJVYfmpFVsa1Tp477f0qDBg3cQzOzbBDYGQkgvDtj1LlmCEBghxMwkTVRUjFSkVXZCUqt1UlaBtMyiCY9+qyPZNbBtV80ghO/gmUFlpHNbxmByWFYWHP6uzDgq/Dbl4DgFwQTWsvMWgY1KK020clk1kRSx6mZWKtxDX7JsCy68tM61WBbmzSlwqolBj///LP89NNPMnPmTJet1ZIDHaOKqsZNj9eHZlpVVm1ilkqx9qHn0jb6mdGyApVZPVZlViV29913l7322ouygsL4YNFnbAggvLEJJRcCAQhEgYCtDWoZxHA21rKyOtbwGq+WTbQsnopssqsShGVW/1ahsufw+qHJsAquRxuU1+DKCTrmZMeYzDkTHaNjD674EKwzttd6THCGvmVULTNqz+Gxarz0S4Y+tK+gNOvfll01KQ2uEqATsHTil95VS2808Ntvv8ncuXPl33//df2phGsMlJeVD+y6665OUDX7qpt+TrT2VjO7Wr6g4zOhrVWrlisz0DZ77LGHe2aDAAQKRgDhLRg3WkEAAjsZAVvKyVYr0IyhSZKKkUlTeOa6ZWSDEpusyAZrY3Oa1KVhSHZd13BNZ1Big5PTbP/2CrFmMS2zHRZOKw2wUgAVTxNbfbblqXKbNKex0/6DGXTLous1ap+aObWlrPRvW01AM7Aqrn///bdMnDhRJkyYIH/88YcsXLjQCaq+p6UEOhaVWK2Bbdy4sey3337uWc+tMqvZXW2jr/XzoqUFeqxmaE2CNUur18MGAQikngDCm3qm9AgBCBQRArbslkmsSZD+bT9jW6ZWxcek0CYXBes7rbQgmWxncLKkZWGttKCgdbFBmQ0uBWaT0PJaaaAwQ6bXGBTacGmACq9lYMPrrNpaq3mNTzO1tjqBxs4eKpfKVgVW+wovjaV8bNNjp06dKl999ZX8+OOPTnJ1roaO1zK1KrU6watp06Zy0EEHyaGHHuoystOmTZMZM2a4yWVaxqBiq7Kry3Np6UH9+vWlYcOGsu+++8qee+6Z1+XwPgQgkGICCG+KgdIdBCCw4wkkWjvWhCv4c7jdbtZW2bBltoJ1siayyVxVcLmt4PHBcoJks7Ha3sTVJm4lKjFI9S1vk7nORMfoZC/Loppsmtiq0CrTYFmAZWaTFVo7p/ZpYmtZdT2fcrUbFQSlVveFs786weuXX36Rzz//XCZNmiR//fWXE1T93Kgcq3yrxGr2VTO1rVu3lgMPPFC0xECP1XpczfLOmTPHTTTT69PjTWxVaPfee2/ZbbfdCoqTdhCAQIoJILwpBkp3EIBA6gmozATv4mUTvGzCly3RZDPwTRDtRggmsiaQJrHJZj2D9bG2zFYwI2uvk5VZyxYHa3hthYXgzRpST9KvRxVC/Rk/KLRWW2uTt0xkTTrtDlj5PbNKrS6/pecLiq3y0b5tNQItDdCsq8Y0vGmstIzgm2++kS+//NJlb60UQWOlYqsrGGh9rGZqDz/8cJeBtbICrcvVzO2ff/7p5FYzt3oeLUVQmdUSBBVhxDa/0eV4CGx/Agjv9mfOGSEAgf+f/a4CZeud2rqkwTt3BZeOsnvYq1iFM7F2I4T8LrulgQhmZcMTvezvZANmt8INlhGYyAYlN9n+dsRxGoewZJrU6rWEhdbkMz83nghel8qsyq099Nz6UInVc6nYan2t3fRAGSfaNGs7ZcoU+fDDD92zlhZo1lZrbLWN9qe1spqxPfbYY53gBpfoUiFWudUyBpVizdxq1lYnjTVq1MiVMBx88MFuHxsEIFD0CCC8RS9mjBgCkSNg2VeV1+AdpmxFAquRtVIDPc4WyjdRsr9Vqkxcg3f0SuaiVV6DGVhrE156yzKxya5cYDdnCE7sCr62zHEyd75L5joK+xiVwGC9q5UiqNjqNQRLAkxoVThzks1kxquxt6ytnVvFVmNtMhu83WxufarcalnByJEj5fvvv3dyq9lgjadKspYWaPZVM7ZHH320y+AGY6Niq9nb33//3a2Dq4Kr5QvaTieaNWvWzN0AqKASnwwPjoEABLYvAYR3+/LmbBCILAGVQBNWe1axCN4RyoQ1fJcouwuWSqCtLGDZTrvjk2U97e/8gLA+tU1YXnVffgXWzm03Z7BltoJjDJZF5GesUTpWRTaYrbU6Zo2rSW04k5psmUdu16lCq0tz6ZJd+lpFWutcTWz1nLaebF4SrXKupQjDhw939bZaWqD9qtzqNehdwbSs4KSTTnKCq/0GNz33+PHjXR/Tp093N3hQyVbBVRE+4IAD5KijjopS2BgLBCBQCAQQ3kKASpcQ2BEEVAxUVIMP3We3Pw1mYe0Yu12qTjhSabTbRJv02M0MTFJ1v8mhvS6oICWqizVulqXVMSWbhdW2VrMbnuSV6G/LKO+IWKXynCqvwYyp3aRA62y1RtUmclnNq8qm7k/Fpp8vu9WtSqjKtWZarQxBf/63R6Ia2/AYNNY6Keydd95xKyXoUl6J5LZt27ZyxBFHbCO32p+urqBZX5Vbzd4qBytL0PpcLWXQTC4bBCCwcxFAeHeueHO1ESKgMqfCYKIafNZsmEqp7TNZtYyrCqo99Dh9bbKqlxjMsqq02k/yJn4msPa3z80DbBmu8M/54UldOi4VmmQndgVDFZx0lqi8wFYvKColBQX5GFpJgMptcBKXfkaCk7is3lWfk1kiLdmx2HqyKqD6ULHVfVoHaxPH9O5fKrjJxkHlXFdKGDVqlLsb2fz5890tcnU1B83AavZVM7dHHnlkQrnVsasY//DDD9nlCToWFVyVW8387r///sleIsdBAAIxJoDwxji4XJofARWzoJQGhVRfq5SasOr/pO2h+4J/ax+aZdV9llnV13pc8CYFtjSWlQfYe5aJDGYpg7P7bb/f1W6RZJNlk9VENzswcc3v7WeD4wtmYnO6/Wxw1QLfaytK7TVLGlx2y5bhUh4qtiqylkFNZbY2yCgstyq4+nlVmVSptWcdR7Kbfl60dlblViVVJ4epNOtnQVdK0GW8TjjhBDn11FOdsOa0jR07NltwtbxBlwrTutsWLVq40gQmlSUbEY6DwM5FAOGNeLy/mTRVBjzzpmRs2ChZWSIXt28rF5x1XNKjfnHYGElLKy6XdDgx6TY74sBg5s9ux6lCqbKY07MJqb5vx9hP4NaHiqW+Z4JpkmrPtj8oqyaxdp975WHZU5PS4LMJqu6z1/YclFWbpW/Pqcq+mZSarIYnbYVLAhJeGz4LAAAgAElEQVSVCBQk62qfE72esLQGrzX8XkFLIHbE57Kwzqmfv+CqBMGMrd0cIbgygYptXrWuBR2rfgnTW9uq1Gp5go4rKLcquPrI7x3A9N/UF1984coTNAOrE8P0XJq91dUSDjnkEDnrrLPcygc5fSb0eO1Db91r9bd6A4cmTZq47K+WNjCxrKCRpx0Edi4CCK9HvPUnRp0dnMpNMys2caZ+/QZyXMeb5eXHekqjBnVk7br18vfs+dJ4t11cZkRvtalj0GyLLqGjdWn6t9bn6f8ctR8VXpEsJ8n6Pw/7n4P+BK7HqvyoqOn/zFRSrN5TJ5zoHYZMhHJ6Doqmyan2qfvt2V6b1JpwmZza3+GJSeGfyoM1n+FsZPBYEz5bxspkNZw5DQpqotepjGu4r3D9alhWE53brkvfs7tz+Yhq+BxBSQ+Kevh1+O/C5FTU+9Z/Zya2wQlkuj+4+kFwlYJUfRFKxE4/Lyq3KrZWe6vH6b9/E9uCyK32oeUJ77//vls5QW/qoOfRa9E7je2zzz5yyimnuOytZmRz2+xmELqCwoIFC9wdynTFBc3gquCyQQACECgIAYS3INT+v824cePkineHSPk9Gnj08r+ma2fMlXMrbFnMXH8qPLz1kXLKxXfIZ28+IiVLFHeSqxKq/0O66+GX5Iy2h0utqmVctqPd5b1l9Kv9nLAOHTZavp0yQ2rXqCqVK5WTfZs0lNOOO1geevJ1mT7rH/3tWpo0rCtdO53hBHjQc8Od7K5bnyEL/lkmxx2+j7Q78Ug3q1klOZF4mqDpczDbaa+D8mrCaftM9oLHpgRgCjpRqbSJWsFrNNkMSmdQTIJZ0+BrOyb4839+JmElc0mWYQ0+B18b93AcwmUFyZyLYxITUNnTDGlQanWylMbaJotZKYJ+Qc1vtrSg3FVq9curPuv4tDzCJpGpiGopQUHHokL77rvvypgxY1z9rP73STO1tmqCZm+POeaYhDeECF6PLi+mJQ4qyTpJTW/bq4J82GGHsXpCQQNPOwhAYBsCCK/Hh0KFt8vsL6Viq309evlf09Xf/yo3p9fNXv9RFzvvN/g1+Wrir9KqeVM5rOU+ctwRLaRixQrSvffj0rHdsbJnw9oug9LmnO7y1YjBMm36TOlx3xB546k7JS2thJx3zb1y9slHyP+1dyZwNpbtH/+9ZkYZGmSfyU5ZklLWyF5CZIRXYwsVKUtZxi5DsmTJTsaeraxRZBm7iCRKWRPFW7axlMzw//zu9397T2PKLM+cecb8ns/n+Txnzpxzn/t876O+c53rvq5mDWviwsXLyJY1s3nB3u9+gFpVS6PsY0URNmoW0vj4oG/n5jh/8TJadxmKRVP6m77w/FrS24enSMaWS+opkZ5S6jnP2EpX8fcxxTUpRfSfuNmv+WNGoT3l1PN2zNQIT6H19vqk1tfjZyW2NARKrm2Z61kJgWLLb1m8dXAe/IPYSi4FlJLNP5D53wi7oSyh82G0lekJjOKykgLlmX8wMz2BlQ9eeOEFc73ThjVuTGMUl80hOA4Z2aYOzz77rFIUErpAep4IiMA/EpDwJuIDkhTC2/36A3jiiSfM/zT41R/TE34+cxa7vv4By1dvQ/asmfD+oI7o2GcMGj9XFUULBZmITeXgTkZ4Fyxbj0NHf0KP118072z01I+QPWtmI7yLV27AyvVfmnSD385dROPnqpjc3gEjpqNsqaKo9uRj5n8+NZt0xdqF75l2mvzq9U7HP+WI2q/e7zSGm35vN4TZNIfY8nZjiqln9DpmxDtmbu+dhMBNLFLjXGynMVu/1l757Uls1RCYX+v5rYA3mDHHlhFWnozg8uTn1qYlMHJ7p9SBO82T8rxw4ULTuYwRXEasmUZVoEABE3lt3LixadAQl2P58uWmhi7zcMmRm8xYQYERYFZj0CECIiACSU1AwpsIwkkhvDbCSymyO6AZpWEE6Y9r1/FUcCfsWT0V3QZOwPPPVsRjxQvC3z89ngruiG3Lx2PekrU4duJnvPlqY5OKMGHGUmQMyIBGz1XB8y/1wbyJ/ZAtSyZMmbPC/L5N09roO/QDVCzzCMo+9qBpv1n1hc7Y8NFofP/996bskLcPykNsaQ8x0yViPiauv48ppJ65q95+r3q95CFgo7UxW+gySsrPB//N8at+m4bAfxeU3eQ6mI5go7e8zfx7/qFro7eU27jUuf2n+TN6TcGlnFJwyYZ/AOfLl8+04n3xxRdNulVcDv63Y+3ataYbGqO4bPDANAWKMnNxdYiACIiAtwlIeBNBnBvW2o8flogRbn/q241amYiHiQr6+uHLrw+heqXHTaWFrbv24+2RM7Fm3nATuc2ZLTMa16uKXV9/j879xmHHJxPw/ZET6D98Oma938tEnZq/MRhPV34CdWqUR5s3h2H5zHcQFRWNlp2GoHL5kng5pC76Dw9HpbIlUbn8I+brRCu8jMTcaVNUzI1kntLpGfV0FJIGE4E4ErBNGPj1u5VbRiopjLbTmC3xZa/eTEOI7W3wj0zP6C1FlH/wWrll9JYCntiDr7NkyRIsWLDAlAvj6zBKnDdvXlP3NiQkJF41bFevXo1t27bhwIED5lskyjHzcOvVq5fYqer5IiACIpBoAhLeRCNMugFYiqx72CQc+OE4fH18kPG+9CZVoVSJwjjz63l0HTgRWe8PQMG8QVi4YoNJaeAxc9FqbNr+NbJkDkD0jRsoWaygSV0YPnE+Dh09iYwB6ZHWzw/5cuc0wvv2ezNMhLd6pVLm+VZ4k+6daWQRcI4A/zCjrFFkGaHllScll1FPRmo9u40ld7Q25jtnzu2ZM2dupSZQFhm9Zd4tT1ZfcSINhuPyW6mZM2eaMmGUauaG8w9sCi4juEwziOvx008/gZK7e/duk/7EXF6WCmOagpo9xJWiHicCIuAtAhJeb5HW64iACCSYACO1MWXWSi2lzdautZvG7NXbubV3eoOMLFNu7cYy5t7aJg6U2xw5ciS4akJsr81o67Rp00wVBG4W4zc2fA3WwG3WrJlJMYhPGbTt27eDjR9YwYXvhZvNypQpY6K4yR0ZvxN7/V4ERCB1E5Dwpu7117sXAVcQoIh5Nl9gdNbz5GYpfq1vxdazhm1SNWRILJiYNW+Ze8sjZvQ2sa/j+Xzm+YaHh+Ozzz4zVVZs619GXFlFoX79+mbjWXyOTz75BFu2bDGpCvxD4vHHHzcRYTaM0CECIiACKYWAhDelrJTmKQIpmAA3iVFgbVSWtxm15clKILxSZj1PzxxbJ77ST2p8nmXBKJ7MGbZVE7ipjLm3rLri5MFqDayiMGfOHOzdu9e8Jl+jcOHCpskD0xTiW62Ba8PcXlZV+O6778DyiEx14HhMW9AhAiIgAimRgIQ3Ja6a5iwCLiNghZbiaqWWtylP/OqbebYUMVuvNqbYOi2CSY3HtuP1rHkbsywYUxSS4mCkdcqUKdi8ebNJU+DBjWZMT2jZsiVKlCgR75dlNJgNJFhVgbm53HBWoUIFPP/880pViDdNPUEERMCNBCS8blwVzUkEXEaA0mrl1UZmeZ89GaWltFJk+ZU5r5RbRmmt3LrsLcVrOhRbRm1tzVumCniWBePGMtu2O14Dx+HB/ANi1qxZJupqSwXytVneq2nTpqZlL2U7vse+ffuwZs0a0wCCa1q8eHEjzc8880x8h9LjRUAERMD1BCS8rl8iTVAEko4Ad+5TWik8jMLaaCxv8z77M6sdUGRtlDZmtDa+eaFJ944SPzLFnoJrT0quZ8cyp8qC/d1Mmfu7ceNGTJ8+Hbt27TKSTZlmC3F2ImMUN75pCva1vvzyS1NZgZLLg9Jcs2ZNs/FMhwiIgAjczQQkvHfz6uq9pVoClCbKKiORnuJqBZb3U2opvFZmrdDaq43YMlIbn538KQm6Z2oCN5XxZL6wzb1lWgLlMqlziNm2d+rUqSbieuzYMTA3NzAw0KQVvPzyy4lq1sAKDRs2bDDpChRnSi7FWaXDUtInVXMVARFILAEJb2IJ6vki4CUClCBKqudJcfU8mVrAn63IUlopObx6Ci0llvelplJStmqCTUvg9fr1638pC+ZEx7K4fBzsZjPWxGWJL9YRZvoH0woaNmyIRo0amZSQhB7r1q0z5cP2799vxmW7cqYqFC1aNKFD6nkiIAIikKIJSHhT9PJp8imVAIWUcmoF1fNq72f0kbcpR4zSMspKQWVEllcKLG/bCK1npDap8klTEm82VqDUMmrL6gXnz5+/FbllDixTE2z7bm+8L24M42YziujJkyfBjX5s28u82TZt2sS5be/fzZWpChz7hx9+MCkYlFzWx1VlBW+srl5DBETA7QQkvC5foRs3bmLS7OVYvGqTEZ5MARnwWqv6qFpB/eiTe+koLJRSezKyyoghf+bV/kxh5W1PkWW0kdJKMfW88rbn6Smzbq03m9zrwNf3lFuKLQWXDR14Wrnl1ZsH1/yjjz7CvHnzTOte5gazy9ujjz5qyoXVrVs3QZvNPN8DJZfpCtyAZhtKNGnSxLxvHSIgAiIgAv8jIOF1+adh6txPsPOrgxjRr71pCfzLmbPYtONrNKlfzSszj46+AR+fNF55LW+9CEWVEkoptaeVVN7P2/b39mf7e3vl8/g77o7nSXG1t63A2p8prVZsbUQ2IbvqvcXHza9D5ozY2shtTLllzi3zb70tt5YZ2+wyirtt2zacPn3afCYKFChg0glat26NoKCgROP9/PPPwZQFT8lt0KCBEV4dIiACIiACsROQ8Lr4k0ExK1f3NSyZFobAnLfX9Bw1ZRG2fXkAf16/jtIli6BP5+bm3dRpHopnqpTGlp3fgMI6qEcbjJy8CCdOnUHjelXRpmlt87jVEbsQPm8VoqKjUSh/EMK6tUbatH63nn/4+CkEP/sUMmXMgHfen4M//4xCwXyBGNitNdL734u9Bw7Hev/b780wm3wuX/kdx386jZeb1UWNSo/HizS/8qfc/N3p+Xt7m1fP257S6nmbj2G01POkmPBnz6sVVl4psfZq5VXSGq8ljfeDucHObiSzaQm8j9FLRkrtxrLkklu+IZYqYzWFVatW4ciRIyaST/FkNzIKbuXKleP9vmN7AiWX6QqUXOYZszWwJNcRtBpEBEQglRCQ8Lp4oRnNbfTKAGxZNva2WVKGIy9dNVFf3u797geoU6McnixdwghrSHBNNH2+GibMWIqV63bgwwl94efri7otQrFqzlD8du4i+gydhqnDuxrJHRe+xIzVrGFN8/zW/66NujXKIk0aH9Rt0ROj3u6AhwrmxrAJ83FPWj+80TrY3D9ywGvm/uETF8DXJw26vNIIA0ZMx7/SpEHfzs1xIfIKWncZivkT+5hOUNxwxa/zKZ2eVxt15RulnFKYfXx8/nJSSHlfXK5WZj2l1UZilRrgvg89N20xWsvIrY3acpaUW1sSjILrzZzb2Cjxs8m2vbNnzzalvThvRu3ZqIFte0NCQoyMO3FQcCm63HjG916uXDmzoY25xzpEQAREQATiR0DCGz9ef3l0REQEOrzeAwEBzuQGRkaeQ8PgZ1CsWDHzP7VCDxZDk/YDsWnxmFtfkXIC3KzEuplLP92IrXsOG3GkwDasXQltQ57DsyHdMX1UD/jf64ftew5idcRODOn5spHIf7d7G6PDOuKLPd9i0uwVeCBXNiOYf/xxDY8WL4jenVuidrMemDE6FDej/8TVazfw5oDx+PiDgabM1dETpzF84kIM6fUKOvYZY+6nxPL+oePnY+74Pug3bBrKliqK6hVLmchojcZvYe3C90yeJcWW0sq5UDx59bxtZTYRy6KnupiAjdpSFO3J+/g5sZFbRmyZmkCRdMPB9rosGcbyXuxCxlx6bgSrWLEiWrVq5Wh5L74GS5Mxkkse/HfeuHFjSa4bPgiagwiIQIomIOFNxPLxa9atW79IxAi3P7Vs2cdNNIcHRZApDYunhSEoZ1Yjizz4P9yrv/+Bei17YcHkAciSOQDM9eXxckhdE6GdN7EfAjL4I2LbXqzbsgdh3Vub3zd7fTDe6dkWu/f9gH3fHkH/t1rdNgnP55849R906T/OiC2Pg4dPYPCYORgc2jbW+2eP7QWmNFQs8wiqVyplnlP1hc7Y8NFoRzlpMHcTYK4z/30wWkux5SayyMhI80cOy2QxCsqTUpdULXgTSojznTt3LpYuXWo6m/EPOs6Tm80YwU1oZ7O/m8/27dtNMwh+A8KudExXYLRY1RUSuoJ6ngiIgAjcTkDC6/JPxZQ5K7Bz70EM79sOmTPeZzatRWzfi5pPPWFSBZbPfMfk6bbo+A6qVHg0zsJLmQ7pMAhzxvVG7sDsiLx8FRcuXkaeoOx/EWaOzYjvmLA3UKRQHrw77kP4p7sHHVo1iPX+jm0aSnhd/plycnrMWfUUWlYiYFoCv3Vg+gHTEazYMnLrxnJp3IDIHFxWU2CaAiWd0eWCBQsauU1MZ7O/Y82OZytXrjTNIPhajOSyakOhQoWcXB6NJQIiIAIi8P8EJLwu/yhQOCfOXIYln27GTdxElswZ0bFNMCqVfQTDJ87HoaMnTe5tWj8/5MudM87CmycoB9Zv2YOx4YsRFcVNXD7o+UYzlHmsyF+El3i4OW3Q6Nm4du1PFC6Q20SL7aa12O5XhNflH6oETI/RWYotr4zWXrp0ydzmH06M2FJuedq0BDa1cOtBGd+5c6fJw926dSvY5YzvgxHV8uXLo3nz5qaGrdMH0xRWrFhhpJqRbr4GhZopTDpEQAREQASSloCEN2n5anQRSDEEbLSWMmuF1l4psDZiy6itjdy6MWIbG/CjR48iPDzcVDr48ccfTTk6plKwzS4Ft3r16omuiRvb67L+7vLly7Fnzx7z61KlShnJVVvfFPPPQhMVARG4SwhIeO+ShdTbEIG4EOAGMUZmKbKM1DIFgSc7uXEzIXNIeVJuGbm1YssIaEo6uLmMEdy1a9eCHc4o83w/jKYGBwebagdJVfHh0KFDWLZsGZi2wA2hlOpatWqZUmU6REAEREAEkoeAhDd5uOtVRSBJCFCwKLCUWkosT3ub97M0G8WPUsurlVrKX0ou18YmD7NmzTKbv1gPl+87ffr0Jif26aefNpvNnGj68HeLduLECSxevBi7du0ym9xKlixpmk2wlJgOERABERCB5Ccg4U3+NdAMRCDOBFj9gOLKCC2vjNjyNq88WcmD6Qf2tFJr82xTstR6QuLGOFZS4MYvRlTJguX6uNGsWrVqpnUvO5wl5cHUCKYrUHL5+iVKlDCRXOYB6xABERABEXAXAQmvu9ZDs0nFBCizlFbKE6OEjFLyyq/jrdyyJJ2VWUYwbQqCve2W2rVOLyPlcsGCBaYRA/NxmY5Bwc2fPz+qVKliBJfNH5L6sJL7xRdfmDVhLm7NmjVRqVKlpH5pjS8CIiACIpAIAhLeRMDTU0UgrgSssFJgrdBSbq3Q8jbzZCmzlFZeKXQ8PcU2pWwSiyuX2B7HKPWBAwewcOFC0+yBgktONoL75JNPGsH1VnUDSi5zclnZgekhrMdbo0YNPPXUU4l5m3quCIiACIiAFwlIeL0IWy919xBgriwlldFXK628Xrt2zfzMK3/HKwWOubOeIkuJtULLKC0F925JN4jvKpMl0wJYB5eRU244Y7SbG+aYg0u55CazpE5R8Jw3c3LZeMJKLnNyGcmV5MZ3dfV4ERABEXAHAQmvO9bhb2dx48ZNTJq9HItXbTId1jIFZMBrreqjaoXHbquXG9+30j50FDq1bWgaSqTmg8JFwaKg8mpllaWrrLR6CizvYzSW0VZKK69sjcvbvFJe7ZWSe7emGST0M8MW08x95QazgwcPmo5sZM0Og0xLYB5sgwYNkD179oS+RIKex65qzAlmCTH+MVO8eHFTrowpEzpEQAREQARSNgEJr8vXjy2Dd351ECP6tTcNJthpbdOOr9GkfjUJ7/+vHRsJWGmlsPLkz57CytuUVvt7+zOvPCiojMJSXnnlzzw9ZdZGaHlNrdHY+P5z4TqwPBfTExjFZfSWMknGgYGBZqNXnTp1TEUDRrq9fbAZBLussa0vPxs2J5dpEzpEQAREQATuHgISXhevJb8KL1f3NSyZFobAnFlvm2md5qGoU6M81kTsMr8bPfB1021tdcROhM/7FFHR0ciSOQBD+7xq2hJfj4pGv2HhOHj4R7DT2rkLl9C7UzOvRngpp1ZQKUOxnZRQK6yUEP4cHR1thIS37c/2NsejQFFCeY15xpRXSiyl1V5TWo1ZF39kwfJgTAXg5jJGTH/99VeT0sH2wkxPqFChAurXr4+HH37YfGORHMeOHTvM/NjWl3NgTi7TFdjeV4cIiIAIiMDdSUDC6+J1ZTS30SsDsGXZ2FhnSeH9d/1qaP7C0/h45SbsP3gUfbu0QOSlqyYazP+ZsyXxjyfPmNSF+cvWY/e+7zGsTzsc/+k0GrTui3kT+yIweyZTEcDK6J2ulE8+hiJj5ZX3UVJ5tbf5+5j38Y1QTNnkgCdlk1d7X0xxtRJrI6/8mbftyZ8VbU2eDzHldt26dSY14bvvvjOyyyg615A1bymSjN5WrVo1yZo8xPWdb9y40XRZo+Tyjx02gWBUWR3P4kpQjxMBERCBlE1AwpuI9YuIiEDvjq8jS8aARIzyv6eevRiJGg0amtxB5jMWerAYmrQfiE2Lx2Dbtm1GKCiR3PDEYvrPteyFGaND4ecDnDp9Du9NXojwUaH4fMNWLF79BS5f+cNEee/PmAHjh3RBt4ETUb3iY6hUtoT5+rhp+4EY0PUlpLnxB3755RczEUqylVBe+bMVU/s73m9PK6v82UqrlVDPq/29oqmOfFS8PoiVW0ZG2S6XnxfKLdeYLXofeughU5qLgstauG44GGneunWrqfiQM2dOI7ecX+HChd0wPc1BBERABETAiwQkvImA/dtvv2Hz+nWJGOH2p5atWOnWZh3KYfnnOmDxtDAE/U1Kw7yJ/RCQwR9HT/yCwaNnY9rI7njxtTC8+WpjPFHyIXz97RGMn74EU4Z3RY9Bk/Hc0xVQsUwJ88ItOw1BzzdCvJrS4CgsDeY4AUbsmWe7efNmrFmz5i+RWyu3FFpGbflHF0U3uVITYr55bn7jZjhWemAzCs7ziSeeQN26dZErVy7HWWlAERABERCBlENAwuvytZoyZwV27j2I4X3bmTxcpjlEbN+Lps9X/8umNU/hrduiJ2aO6Wnyd9+btBDfHzlhhHfhiggcO/ELenRoavJ3n2naFbPH9pbwuvwzkFTTYxoLy26tXbsWX331FViKy1ZMYN7z/fffb/JuWYqLlRPcJLeWCVMpOH9ujGO+MKs8ME+YZczcIuJJtX4aVwREQAREIO4EJLxxZ5Usj4yOvoGJM5eZXNybuIksmTOiY5tgVCr7yN8KLzetzVq0BrmDsiNLpgAcOnbSCO/161HoN3w6rvz+OwIypMeRH39G/zdbSniTZWW996LMqT527JiJ2DI1hpvJWBqM1RIohWw7zAgoGzlQFim47GDmVmFkMwq+j927d5t8cW6Aq1y5sikhpkMEREAEREAEYiMg4dXnQgTuEgKsWvHDDz+YdASWADty5IjJ+75w4YIRQ0ZtWds2X758KFWqlGnowLJgzAl383H27FlTOoz1cSnrjDxzQxzTKrj5TIcIiIAIiIAI3ImAhPdOhPR7EXAZAQosUxC2b99ursePHwfzydmymJsaKbaZM2c2dW4ffPBBE7HlhrKUlMfKVAtuCt2/f795b9xoVrp0abPpjO9NhwiIgAiIgAjEh4CENz609FgR8BIBtic+fPiwKaPF/FR2JDt16hTOnz9v6hHzYEe3bNmyIXfu3OZr/fLly5uIp7c7lDmBhO93xYoVZsMZo9SsIsL3RFFXO18nCGsMERABEUjdBCS8qXv99e6TiQBTDM6cOWMimPyqnqWzWB2B0UxGcCm1rJjAesMZM2Y0YssNZBRaii03kLk9FeFOaFkyjKeVeVZV4PvjBjnW8dUhAiIgAiIgAk4RkPA6RVLjiIAHAQotxfXHH380Qsec2qNHj5ooLe9n+gGFlhvD2AiBnchy5MhhNouxDjPLaVFqWY/5bjmYf8s0BUatmYbB91y0aFGUK1fOdDrTIQIiIAIiIAJJRUDCm1RkNe5dS4Aye+nSJVP5gDLL6CxvsxkDI7T8Hb+it93omFPL9AM2aGDkkpFabroqWbKk2UBG4b0bj4sXL5oubEzJYHoGD0ZxmYvLLmeMXOsQAREQAREQAW8QkPB6g7JeI0UQoMj+8cd/u84xAkmJ5ckoLe9jtYDIyMhbMmtTDtKlS2da51JouVGMUVrWg+VJoWUkMzUc5MdWw8zDZX1cRrILFChgOpyxbBgj1jpEQAREQAREIDkISHiTg3ocX3PavFX46dR/MKBrK/OMi5FX8MIr/TF7bC/kzHZ/HEdJ3Q+LiooyEdeff/7ZiCsFlqkFLNfFRgWUMv6eNWnZKtdGZW0rZEZfWaeWObRsT0uZZb1afhWfJ08eI7NurVeb1CvPKDYFl5UiGME9efKkEXyyYZ7xk08+mdRT0PgiIAIiIAIiECcCEt44YUqeB0VFR6PRy/0xoOtLKFmsIAaMmIF8uXOiVZNayTOhZHpVSiijh8x7ZZSVaQPc4MXmCYy8cvMXxdVTXiljjNZy8xdLdXEMHx8f+Pn5gRFZVgHgV+oscUWRpajlzZvXfOXOKC1zZ+/WVIOELiMrRDAHd+/evaZ1L9eC0s/SZ0xTqFKlSkKH1vNEQAREQAREIEkJSHiTFG/iB9/zzSEMHjMbfbu0QNioWVgwuT/Wbd6D8HmrQCEulD8IYd1aI21aP9N57ZkqpbFl5zdgh7ZBPdpg5ORFOHHqDBrXq4o2TWubCa2O2HXb8yMvX0XLTkNMB7dTp38zXdnGhL2Be9L6JehNUDIpqYywUj6ZCkBhpawyt5NySlG1t/l7trpltNVGXOQDbIkAABGJSURBVCmsjLpSWtlUgZFUjssrT8orpZQ5sqxYwDxZRlwpsizNRXHlV+oUWd6m3PI5OuJGgFHwjRs3Yt++fUZwuX4UXEZwy5QpY6K4OkRABERABEQgJRCQ8KaAVeozdBo+3/QlJg19E9mzZkavIVMxdXhXI7njwpcgc6b7EBJcwwhvSHBNvNigOsZPX4KV63bgwwl94efri7otQrFqzlD8evYC+g4Lx5Rhb5nnj522GAH3+aNW1TKo9WJ3LJsxGPdnTI8hY+fiwfxByJHJ13xtTUG18kkB5cmfmQpAGeVtnhRc/o6yy9NWIqCo8mSqAGXV19f3VsSVpbesvFJaGX2lnDInlpULGIHllRu+GHlligEfw7F0OEdgx44dJj2BdXCZnsA/VBj5ZgoHI7g8dYiACIiACIhASiQg4U3EqvHr3T7dOiFrZmd2m/969jwO/XTmVn1VCl+/fv2QLVdeDBw1Gx9/MBDzl67F1A9XIU9QDhMRvXLlKgrlzYGRYW+i1ovdMGN0KK79fhnf/HASn234AoO6tzYR0Bfa9sXkET2wdec+TJv/2V+eX6xwbvTo2ApN2w3AqrnDjPAsXb0NUdE3UapILowaNcpEaCmpPCmn9jYjrIyu8uTGLYoqrxRT3mYbWF4pqIy+ci5WcBOBXk9NJAG2HWb1hG+//dZs0GO5NH7eGBFnBJeth1keTYcIiIAIiIAI3A0EJLyJWEV+Pb8lYn0iRrj9qVt27DQRTEYvKYesx5oxSy70Gz4dS8IHYdnqrdi7/xDCerQ1kVSbp0qxpPDOm9gP16/9jq8OHMO6LXswsNtLRlCbvT4Yw/q2w1f7D+PrA4fxdrfWtzZoMeJ67sIlvNJtBBZPCzOTWrBsPc5fvIx2Leo5+v40mPcJ8HOyZcsWk5rAWriM3jKf+YEHHjAl0lhFoWrVqql28533V0SvKAIiIAIi4G0CEl5vE0/A6x08fMKkISyaMgAnf/kVIR0GYc643sgdmB3Mvb1w8TLyBGU3KQ0U3oAM/ojYttcIb1j31uYVKbzv9GxrRDq25/unu0fCm4C1cdtTmGe7c+dOUxv4xIkTZlMfq1HkypXrVlML5t8yF1eHCIiACIiACKQWAhLeFLDSnsLL6a7fsgdjwxcjKioavr4+6PlGM5R5rEichJepELE9v0DeXBLeFPBZ8JwihZZRWza/YFoCS68x75Yb9hi9LVy4sMm/peDqEAEREAEREIHUTEDCm5pXX+89xRBgru0333xj5Jb5tozc8mDkllUomJpQokQJI7g6REAEREAEREAE/kpAwqtPhAi4iADFlpsG2ciBYmubY3BzoK0XzA5uzO3mzzpEQAREQAREQATuTEDCe2dGeoQIOE6AqQhWbG3zDG6CZIULpiTYyC3b8TJyyyoXOkRABERABERABBJGQMKbMG56lgjckQAbN1Bq2dLYbiDjfexYxrJtVmxtMwdWS2DJNh0iIAIiIAIiIALOEpDwOstTo6UyAt999x2OHj1qWh2zcxxTEGw3OZZ7Y7k41rdl+gHzbNmGl2KrQwREQAREQAREwHsEJLzeY61XSoEEWObLVkFg/VpGaCm0586dM22R2cbYU2pZHYHdyZiKwHrKOkRABERABERABJKfgIQ3+ddAM0gmApRXphqwnBdvnz171pxMObh06ZI52bSDXeSyZctmzsDAQOTOndvUsVVFhGRaOL2sCIiACIiACMSTgIQ3nsD0cPcTYC1aVjhgioG9WpG9cOGCEVm2SrZtkdn6mG2PmVdLqWX6AcU2f/78itK6f7k1QxEQAREQARG4IwEJ7x0RJe8D2CHtP7+dx5r5I25NpM2bw3Do2ElsWvK+Vyf327mLf2lO4fniQ8bORclihVC7elnH50RBZRSWAktxpbQyCktpZVoB0w6uXLmCq1evmsYLzJ2lzLKyAaseUGTtJjHKbFBQkJFZbRBzfKk0oAiIgAiIgAi4koCE15XL8r9JUXgvX/ndtAguUbQAKJ3teow0Euwm4WXL4/T+9yJzxtjzVqOiosyGrps3b5orN3Lt3bsXRYsWNTVnKaKUU6YQ2FSD5cuXG9FlO+R06dLB39/fSCxTDPhYmz9ro7M5cuQwMsvH6hABERABERABERABS0DC6/LPAoW3UtlHcDHyMrp3aIq5iz/H1d+vYfZHa24J76JPIjDn489x8yZQq0ppvNbqeaxa9wU+XLLWvLvIy1fh5+uDjz8YiFFTFmHblwfw5/XrKF2yCPp0bm4eU6d5KGo+9Ti27tqP6OgbCO3QBJNmr8RPP/8HlcsWQ4eXgnHt+g206jQEjxQvhIOHfkTGDPfi1RdrIvcDQXjn/Tko/mA+1K9VEdPnfIzt35yCf7q0yBOYFaf/cw4j+rXDa6HvoVblx/GvqEuoUaMGmr4+FEunDTBR2lXrdmD73mOIio5G7sCs6N6uEdKn9zdSq0isyz+kmp4IiIAIiIAIuJyAhDcRC8Sv1b/ctTsRI9z+1I2bIozgUfRatmyJNm+NQN83W6Hv0A+wcHJ/tOr8Lob0ehXNXh+EjYvHYOuO3Rg8bhGmj+yKtH6+aN/rfTR7vgoeLV7AREL9/dOjQ68xqFujLJ4q+zAuRl5B7gdywdfXF72GTEXVCo+gcvnH8FzLXmjVpDbqVi+N8PmfYe2WrzBlWBfckzYtXnhlAOaODcW/0viiVkgoZo/thXxBWTF+5nKk+RfQqe0LGDhyBh5/pAhq1yiH4Db9MX5IZxTMG4h+w6cj8tIVjB3cCW+9PQFN6lVDmceKmDf+VIOORtpPnf7NzGXq8K5Im9YP48KXIHOm+xASXMNRthpMBERABERABEQgdRKQ8CZi3Y8fP45Rb09PxAi3P9U/55+3ck6Dg4PRqvNQDAp92UR0yz1eDMtWb8Wot19H7ZDu2Lx0LOYvXYf9B4+gd6fmiI6ONo/7/dp1vNT4aVy/fh0zFq1FVFQ0OrSqh3vuuQfLV2/GpxF7cOPGDZMe8e/61dCqybMmwjtzTE9kvT8j1m/9CqsjdmJo71fNBF98LQzD+7XHPWn9zG2bT3zw8AkMnzgf097rDpvD+3CRfOg2cBIWTO5vnrtj97cmKv1Pwrvk080YP2MpgnJmNc+5du1PlC1VDF1eaeQoWw0mAiIgAiIgAiKQOglIeF2+7kxpYNrBuQuReGvABLzVrgmerlIadZuHmujoxys34fDxU+jRoal5JxTeC5GX8UbrYKzfsgczFn6G8FE94Ovjg6u//4F6LXthweQByJI5AFPnfmKe83JIXSO88yb2Q0AGf0Rs24t1W/aYvGEenMM7PdvCP929COkwCKvnDTf3/53wdg+bhPmTbhfeHoMmo0HtSihXqhhu3LiJSg3ewNZl40Dh3fftEfR/q5XLV0PTEwEREAEREAERSIkEJLwuXzUrvIXzP2DktdFzVcyMrfAeO/ELOvQajQWT+psIbMvO76JTm4YIzJkV7UNHYsboUGTLksk8hxHd1l2GYvnMd0yebouO76BKhUfjJbyVgzth7vg+eLR4IQyfMB8ZMqRD+xb1b0V4n67yBOo0C8WEd7uYlIbe735wK6VhzAcfI2e2zGhSvxp27PkWnfqOxRcrJ4Ib3ijSc8b1Ru7A7Cbn+MLFy8gTlN3lq6PpiYAIiIAIiIAIpAQCEl6Xr5IV3iKF8tyaKYXQCi/vXLgiArMXrcZNALWrlTWb1oaOn2fSEgJz/DdNIO8DOTA4tK1JQTh09CQyBqRHWj8/5MudM17C2+atYShZrCD2Hzxmxh7W91UT+fUsS7bzq4MIGzUTAfelR+lHi+DI8VMmpeHMr+fRdeBEZL0/AAXzBmHhig23Nt4xGj02fLFJv/D19UHPN5rdyvV1+RJpeiIgAiIgAiIgAi4nIOF1+QKl9Ont//4YJs9aboRXhwiIgAiIgAiIgAgkBwEJb3JQT0WvKeFNRYuttyoCIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lICE16ULo2mJgAiIgAiIgAiIgAg4Q0DC6wxHjSICIiACIiACIiACIuBSAhJely6MpiUCIiACIiACIiACIuAMAQmvMxw1igiIgAiIgAiIgAiIgEsJSHhdujCalgiIgAiIgAiIgAiIgDMEJLzOcNQoIiACIiACIiACIiACLiUg4XXpwmhaIiACIiACIiACIiACzhCQ8DrDUaOIgAiIgAiIgAiIgAi4lMD/AYyGzGtCHCU+AAAAAElFTkSuQmCC"', 'image', '{"params": {"country_code": "KEN", "country_name": "Kenya"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:48:19.451409', 'approved', 'matt', '2024-06-16 22:48:19.451409+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('df2123ed-60e0-40ef-b515-0131767ffecf', '# filename: refugee_migration_sankey.py import os +import json import pandas as pd -import geopandas as gpd -import matplotlib.pyplot as plt +import plotly.graph_objects as go from dotenv import load_dotenv -import psycopg2 -from skills import * -from sqlalchemy import create_engine -import base64 -import io -import logging +from skills import get_connection, execute_query, get_hdx_dataset_url +# Load environment variables load_dotenv() -# Database connection details -DB_HOST = os.getenv(''POSTGRES_DATA_HOST'') -DB_PORT = os.getenv(''POSTGRES_DATA_PORT'') -DB_NAME = os.getenv(''POSTGRES_DATA_DB'') -DB_USER = os.getenv(''POSTGRES_DATA_USER'') -DB_PASSWORD = os.getenv(''POSTGRES_DATA_PASSWORD'') - -# Create a database connection -engine = create_engine(f''postgresql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}:{DB_PORT}/{DB_NAME}'') - -logging.basicConfig(level=logging.INFO) - - -def get_attribution(region): - query = f'''''' - SELECT distinct resource_hdx_id - FROM hapi_coordination_context_operational_presence - WHERE adm1_name = ''{region}'' - '''''' +# Function to get refugee migration data +def get_refugee_migration_data(country_code): + query = f""" + SELECT + origin_location_name, + asylum_location_name, + population + FROM + hapi_affected_people_refugees + WHERE + asylum_location_code = ''{country_code}'' + AND gender = ''all'' + AND age_range = ''all'' + AND latest = TRUE + """ + print(''Executing query:'', query) data = execute_query(query) - if not data: - print(''No data found for given parameters.'') - resource_id = data[0][0] - hdx_url, data_url= get_hdx_dataset_url(resource_id) - - return hdx_url, data_url + print(''DEBUG INFO - Length of data is:'', len(data)) + return data +# Function to create a Sankey plot -def get_date_range(region): - query = f'''''' - SELECT MIN(reference_period_start) as start_date, MAX(reference_period_end) as end_date - FROM hapi_coordination_context_operational_presence - WHERE adm1_name = ''{region}'' - '''''' - logging.info(f''Query: {query}'') - data = execute_query(query) +def create_sankey_plot(data, country_name): if not data: - print(''No date range found for given parameters.'') + print(''No data available to create the plot.'') return None - return data[0] - -def create_bar_chart_of_humanitarian_organizations_in_a_given_region_disaggregated_by_sector(region): - # Query the database to get the data - query = f'''''' - SELECT sector_name, COUNT(org_name) as count - FROM hapi_coordination_context_operational_presence - WHERE adm1_name = ''{region}'' - GROUP BY sector_name - ORDER BY count DESC - '''''' - logging.info(f''Query: {query}'') - df = pd.read_sql(query, engine) - print(''DEBUG INFO - Dataframe shape:'', df.shape) - - # Create the bar chart - plt.figure(figsize=(10, 6)) # Ensure the figure is large enough - plt.bar(df[''sector_name''], df[''count'']) - plt.xlabel(''Sector'') - plt.ylabel(''Number of organizations'') - plt.title(f''Humanitarian Organizations in {region} disaggregated by Sector'') - plt.xticks(rotation=90) - plt.tight_layout() # Adjust layout to make room for labels - - # Create a bytes buffer for the plot and save it to the buffer - buf = io.BytesIO() - plt.savefig(buf, format=''png'', dpi=300) - buf.seek(0) - plt.close() - - # Encode the bytes buffer in base64 - image_base64 = base64.b64encode(buf.read()).decode(''utf-8'') - image_base64 = image_base64.replace(''\n'', '''') - - image_file = f''./work/bar_chart_{region.replace(" ", "_")}.png'' - with open(image_file, ''wb'') as f: - f.write(base64.b64decode(image_base64)) - - attribution, data_url = get_attribution(region) - date_range = get_date_range(region) - - result = { - "result": { - "type": "image", - "file": f"{image_file}", - "value": "" - }, - "metadata": { - "params": { - "region": f"{region}" - }, - "attribution": f"{attribution}", - "data_url": f"{data_url}", - "time_period": { - "start": f"{date_range[0]}", - "end": f"{date_range[1]}" - } - } - } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - -', 'plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image', '{}', '{HAPI}', NULL, NULL, ' result = create_bar_chart_of_humanitarian_organizations_in_a_given_region_disaggregated_by_sector(''Wadi Fira'') - - -', 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'image', '{"params": {"region": "Wadi Fira"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('6757e581-4656-4994-82f9-a15a0b4ce5a9', ' -import sys -import os -import requests -import pandas as pd -from skills import * - - -# filename: hapi_metadata_summary.py - -import os -import psycopg2 -import pandas as pd -from dotenv import load_dotenv - -# Load environment variables from .env file -load_dotenv() + df = pd.DataFrame(data, columns=[''origin_location_name'', ''asylum_location_name'', ''population'']) -# Database connection details -DB_HOST = os.getenv(''POSTGRES_DATA_HOST'') -DB_PORT = os.getenv(''POSTGRES_DATA_PORT'') -DB_NAME = os.getenv(''POSTGRES_DATA_DB'') -DB_USER = os.getenv(''POSTGRES_DATA_USER'') -DB_PASSWORD = os.getenv(''POSTGRES_DATA_PASSWORD'') + # Create labels + all_locations = list(pd.concat([df[''origin_location_name''], df[''asylum_location_name'']]).unique()) + label_to_index = {label: idx for idx, label in enumerate(all_locations)} + # Create source and target indices + df[''source''] = df[''origin_location_name''].map(label_to_index) + df[''target''] = df[''asylum_location_name''].map(label_to_index) -def get_db_connection(): - """ - Establish a connection to the PostgreSQL database. - Returns: - conn (psycopg2.extensions.connection): Database connection object. - """ - try: - conn = psycopg2.connect( - host=DB_HOST, - port=DB_PORT, - dbname=DB_NAME, - user=DB_USER, - password=DB_PASSWORD + # Create the Sankey plot + fig = go.Figure(data=[go.Sankey( + node=dict( + pad=15, + thickness=20, + line=dict(color=''black'', width=0.5), + label=all_locations + ), + link=dict( + source=df[''source''], + target=df[''target''], + value=df[''population''] ) - return conn - except Exception as e: - print(f''Error connecting to the database: {e}'') - return None - - return hdx_url - - -def load_region_mapping(): - """ - Load region mapping from the hapi_metadata_admin1 table. - Returns: - dict: Dictionary with region names as keys and codes as values. - """ - query = """ - SELECT name, code - FROM hapi_metadata_admin1 - """ - conn = get_db_connection() - if conn is None: - return {} - try: - df = pd.read_sql_query(query, conn) - return dict(zip(df[''name''], df[''code''])) - except Exception as e: - print(f''Error executing query: {e}'') - return {} - finally: - conn.close() - + )]) -REGION_MAPPING = load_region_mapping() + fig.update_layout(title_text=f''Refugee Migration to {country_name}'', font_size=10) + # Save the plot as a PNG file + file_path = ''./work/refugee_migration_sankey.png'' + fig.write_image(file_path) + return file_path -def find_tables_with_adm1_column(): - """ - Find tables that have a column named ''adm1_code''. - Returns: - list: List of table names that have the ''adm1_code'' column. - """ - query = """ - SELECT table_name - FROM information_schema.columns - WHERE column_name = ''adm1_code'' +def get_attribution(country_code): """ - conn = get_db_connection() - if conn is None: - return [] - try: - df = pd.read_sql_query(query, conn) - return df[''table_name''].tolist() - except Exception as e: - print(f''Error executing query: {e}'') - return [] - finally: - conn.close() - + Get the attribution URL for a given country. -def check_data_for_subnational_region(table_name, adm1_code): - """ - Check if a table has data for a specific subnational region. Args: - table_name (str): Name of the table. - adm1_code (str): Subnational region code. - Returns: - bool: True if data exists, False otherwise. - """ - query = f""" - SELECT 1 - FROM {table_name} - WHERE adm1_code = %s - LIMIT 1 - """ - conn = get_db_connection() - if conn is None: - return False - try: - df = pd.read_sql_query(query, conn, params=(adm1_code,)) - return not df.empty - except Exception as e: - print(f''Error executing query: {e}'') - return False - finally: - conn.close() - + country_code (str): ISO3 country code. -def summarize_tables_with_data(region): - """ - Summarize which tables have data for a specific subnational region. - Args: - region (str): Subnational region name or code. Returns: - str: Summary of tables with data. - """ - adm1_code = REGION_MAPPING.get(region, region) # Use the code if name is not found - tables = find_tables_with_adm1_column() - if not tables: - return ''No tables found with the column adm1_code.'' - summary = ''Tables with data for subnational region (adm1_code: {}):\n\n''.format(adm1_code) - for table in tables: - if check_data_for_subnational_region(table, adm1_code): - summary += f"- {table}\n" - summary if summary.strip() else ''No data found for the specified subnational region.'' - - result = { - "result": { - "type": "text", - "file": "", - "value": f"{summary}" - }, - "metadata": { - "params": { - "region": f"{region}" - }, - "attribution": "", - "data_url": "", - "time_period": {} - } - } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - -', 'provide a text summary of metadata by subnational region using HAPI data as text', '{}', '{HAPI}', NULL, NULL, ' region = ''Wadi Fira'' # Example subnational region name or code - summary = summarize_tables_with_data(region) - - -', '{"result": {"type": "text", "file": "", "value": "Tables with data for subnational region (adm1_code: TD17):\n\n- hapi_coordination_context_conflict_event\n- hapi_coordination_context_operational_presence\n- hapi_food_food_price\n- hapi_food_food_security\n- hapi_metadata_admin2\n- hapi_metadata_wfp_market\n- hapi_population_social_population\n- hdx_shape_files\n"}, "metadata": {"params": {"region": "Wadi Fira"}, "attribution": "", "data_url": "", "time_period": {}}}', 'text', '{"params": {"region": "Wadi Fira"}, "attribution": "", "data_url": "", "time_period": {}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('fe51cc88-4fc2-48dc-8d04-a38f3eea101f', ' -import sys -import os -import requests -import pandas as pd -from skills import * - - -# filename: get_all_recipes.py - -import os -import psycopg2 -import pandas as pd -from dotenv import load_dotenv -import sys -import json - -# Load environment variables from .env file -load_dotenv() - -# Define database connection parameters from environment variables -DB_PARAMS = { - ''host'': os.getenv(''POSTGRES_RECIPE_HOST''), - ''port'': os.getenv(''POSTGRES_RECIPE_PORT''), - ''dbname'': os.getenv(''POSTGRES_RECIPE_DB''), - ''user'': os.getenv(''POSTGRES_RECIPE_USER''), - ''password'': os.getenv(''POSTGRES_RECIPE_PASSWORD'') -} - - -def get_connection(params=DB_PARAMS): - """ - Establishes a connection to the database using provided parameters. - - :param params: Dictionary containing database connection parameters. - :return: psycopg2 connection object - """ - conn = psycopg2.connect(**params) - return conn - - -def execute_query(query, params=None): - """ - Executes a SQL query and returns the results. - - :param query: SQL query to be executed. - :param params: Parameters to be passed to the SQL query. - :return: List of tuples containing the query results. - """ - conn = get_connection() - try: - with conn.cursor() as cursor: - cursor.execute(query, params) - column_names = [desc[0] for desc in cursor.description] - results = cursor.fetchall() - df = pd.DataFrame(results, columns=column_names) - print(f''SQL query executed. Number of records returned: {len(results)}'') - return df - except Exception as e: - print(f''Error executing query: {e}'') - return None - finally: - conn.close() - - -def get_all_recipes(): - """ - Retrieves all recipes from the database. - - :return: DataFrame containing all recipes. + dict: Dictionary containing attribution and data URLs. """ + query = f""" + SELECT DISTINCT resource_hdx_id + FROM + hapi_affected_people_refugees + WHERE + asylum_location_code = ''{country_code}'' + AND gender = ''all'' + AND age_range = ''all'' + AND latest = TRUE + """ + data = execute_query(query) + if not data: + raise ValueError(''No attribution data found for the given country code.'') + resource_id = data[0][0] + hdx_url, data_url = get_hdx_dataset_url(resource_id) + return {''hdx_url'': hdx_url, ''data_url'': data_url} - all_data = None - - for t in [''recipe'', ''memory'']: - query = f'''''' - SELECT - ''{t}'' AS type, - l.document as intent, - r.* - FROM - langchain_pg_embedding l, - {t} r - WHERE - l.custom_id = r.custom_id - '''''' - print(''Executing query to fetch all recipes...'') - data = execute_query(query) - - if data is not None: - # Blank out images and code, too many tokens - for index, row in data.iterrows(): - for s in [''sample_'', '''']: - if f''{s}result'' in row: - if row[f''{s}result_type''] == ''image'': - data.loc[index, f''{s}result''] = ''IMAGE'' - else: - data.loc[index, f''{s}result''] = ''TEXT'' - - # Subset - data = data[[''type'', ''intent'']] - - if all_data is None: - all_data = data - else: - all_data = pd.concat([all_data, data]) - - #output = data.to_json(orient=''records'') - #output = json.loads(output) +def get_date_range(country_code): + query = f'''''' + SELECT MIN(reference_period_start) as start_date, MAX(reference_period_end) as end_date + FROM + hapi_affected_people_refugees + WHERE + asylum_location_code = ''{country_code}'' + AND gender = ''all'' + AND age_range = ''all'' + AND latest = TRUE + '''''' + data = execute_query(query) + if not data: + print(''No date range found for given parameters.'') + return None + return data[0] - # Convert to a markdown table - output = all_data.to_markdown() +# Main function to get data and create the plot - result = { - "result": { - "type": "text", - "file": "", - "value": f"{output}" - }, - "metadata": { - "params": {}, - "attribution": "", - "data_url": "", - "time_period": { - "start": "", - "end": "" +def generate_refugee_migration_sankey(country_code, country_name): + data = get_refugee_migration_data(country_code) + file_path = create_sankey_plot(data, country_name) + attribution, data_url = get_attribution(country_code) + date_range = get_date_range(country_code) + if file_path: + result = { + "result": { + "type": "image", + "file": f"{file_path}" + }, + "metadata": { + "params": { + "country_code": f"{country_code}", + "country_name": f"{country_name}" + }, + "attribution": f"{attribution}", + "data_url": f"{data_url}", + "time_period": { + "start": f"{date_range[0]}", + "end": f"{date_range[1]}" + } } } + print("OUTPUT:") + print(json.dumps(result, indent=4)) + return result + else: + return {''error'': ''Failed to create the Sankey plot.''} +', 'create a sankey plot of refugee migration by country for Kenya using HAPI data as an image', '{}', '{HAPI}', NULL, NULL, ' params = { + ''country_code'': ''KEN'', + ''country_name'': ''Kenya'' } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - -', 'get all recipes', '{}', '{HAPI}', NULL, NULL, ' recipes = get_all_recipes() - - -', '"{\"result\": {\"type\": \"text\", \"file\": \"\", \"value\": \"| type | intent |\\n|--------|----------|\"}, \"metadata\": {\"params\": {}, \"attribution\": \"\", \"data_url\": \"\", \"time_period\": {\"start\": \"\", \"end\": \"\"}}}"', 'text', '{"params": {}, "attribution": "", "data_url": "", "time_period": {"start": "", "end": ""}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('4aa67e6e-deea-4fb0-aa31-7357b923c057', ' + generate_refugee_migration_sankey(**params) +', '"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"', 'image', '{"params": {"country_code": "KEN", "country_name": "Kenya"}, "attribution": "hdx_url", "data_url": "data_url", "time_period": {"start": "2022-01-01", "end": "2022-12-31T00:00:00"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:59:25.385336', 'approved', 'matt', '2024-06-16 22:59:25.385336+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('dd0ddd95-a60d-4670-b250-d479314f6094', ' import sys import os import requests @@ -2502,138 +2362,134 @@ import pandas as pd from skills import * -# filename: plot_ipc_phase_population_map.py +# filename: plot_commodity_prices.py import os import pandas as pd -import geopandas as gpd -from shapely import wkb -from dotenv import load_dotenv import matplotlib.pyplot as plt -from skills import execute_query, get_hdx_dataset_url +from dotenv import load_dotenv +from skills import get_connection, execute_query, get_hdx_dataset_url +import json # Load environment variables load_dotenv() -# Function to fetch country code from metadata table -def get_country_code(country_name): - query = f""" - SELECT code - FROM hapi_metadata_location - WHERE name = ''{country_name}'' - """ - print("Executing query:", query) - data = execute_query(query) - if not data: - raise ValueError("No country code found for the given country name.") - return data[0][0] - -# Function to fetch and process population data in the specified IPC phase -def get_ipc_population_data(country, ipc_level): - country_code = get_country_code(country) +# Function to get commodity prices data +def get_commodity_prices(country_code, start_date): query = f""" - SELECT f.adm1_code, f.population_in_phase AS population, s.geometry - FROM hapi_food_food_security f - JOIN hdx_shape_files s ON f.adm1_code = s.adm1_code - WHERE f.adm0_code = ''{country_code}'' - AND f.adm1_code IS NOT NULL - AND f.ipc_phase = ''{ipc_level}'' - AND f.latest = TRUE + SELECT + reference_period_start, + commodity_name, + price + FROM + hapi_food_food_price + WHERE + adm0_code = ''{country_code}'' + AND reference_period_start >= ''{start_date}'' """ - print("Executing query:", query) data = execute_query(query) - print("DEBUG INFO - Length of data is:", len(data)) + print(pd.DataFrame(data).head(10)) + print(f"Query returned {len(data)} rows") return data +# Function to calculate relative average monthly price movement of all commodities +def calculate_relative_average_monthly_movement(df): + # Extract month and year for grouping + df[''reference_period_start''] = pd.to_datetime(df[''reference_period_start'']) + df[''month_year''] = df[''reference_period_start''].dt.to_period(''M'') + + # Calculate percentage change for each commodity per month + df[''price_change''] = df.groupby(''commodity_name'')[''price''].pct_change() * 100 + + # Calculate the average price change per month across all commodities + monthly_avg_change = df.groupby(''month_year'')[''price_change''].mean().reset_index() + + return monthly_avg_change -# Function to get attribution URL -def get_attribution(country, ipc_level): - country_code = get_country_code(country) - query = f""" - SELECT distinct resource_hdx_id - FROM hapi_food_food_security f - WHERE f.adm0_code = ''{country_code}'' - AND f.adm1_code IS NOT NULL - AND f.ipc_phase = ''{ipc_level}'' - AND f.latest = TRUE - """ - data = execute_query(query) - if not data: - print("No data found for given parameters.") - resource_id = data[0][0] - hdx_url, resource_url = get_hdx_dataset_url(resource_id) - return hdx_url, resource_url +# Adjusted function to plot commodity prices +def plot_commodity_prices(df, country_code): + # Ensure ''month_year'' is converted to datetime for plotting + df[''month_year_datetime''] = df[''month_year''].dt.to_timestamp() -# Function to get time range -def get_time_range(country, ipc_level): - country_code = get_country_code(country) + plt.figure(figsize=(12, 6)) + + # Plotting the data + plt.plot(df[''month_year_datetime''], df[''price_change''], + label=''Monthly Relative Change in Commodity Prices'', + linestyle=''-'', color=''b'') + + # Title and labels + plt.title(f''Monthly Relative Change in Food Prices in {country_code}'') + plt.xlabel(''Date'') + plt.ylabel(''Monthly Relative Change (%)'') + + # Grid settings + plt.grid(True, which=''both'', axis=''both'') + + # Setting x-ticks: generating a 6-month range based on min and max dates + min_date = df[''month_year_datetime''].min() + max_date = df[''month_year_datetime''].max() + six_month_intervals = pd.date_range(start=min_date, end=max_date, freq=''6M'') + + # Convert to string for consistent x-ticks and plot + plt.xticks(six_month_intervals.to_pydatetime(), rotation=90) + + # Layout and legend + plt.tight_layout(rect=[0, 0, 1, 1]) # Adjust layout to shift x-axis labels + plt.legend(loc=''upper left'', bbox_to_anchor=(1, 1)) + + # Saving the plot + output_file = ''./commodity_prices.png'' + plt.savefig(output_file) + plt.close() + + return output_file + +# Function to get attribution and data URL +def get_attribution_and_data_url(country_code, start_date): query = f""" - SELECT distinct reference_period_start, reference_period_end - FROM hapi_food_food_security f - WHERE f.adm0_code = ''{country_code}'' - AND f.adm1_code IS NOT NULL - AND f.ipc_phase = ''{ipc_level}'' - AND f.latest = TRUE + SELECT DISTINCT resource_hdx_id + FROM hapi_food_food_price + WHERE adm0_code = ''{country_code}'' + AND reference_period_start >= ''{start_date}'' + AND adm1_code IS NULL + AND adm2_code IS NULL """ data = execute_query(query) if not data: - print("No data found for given parameters.") - start_period = data[0][0] - end_period = data[0][1] - - return start_period, end_period - -# Function to convert query results to GeoDataFrame -def convert_to_geodf(rows): - df = pd.DataFrame(rows, columns=["adm1_code", "population", "geometry"]) - if df.empty: - raise ValueError("No data found for given parameters.") - df["geometry"] = df["geometry"].apply(lambda x: wkb.loads(x, hex=True)) - gdf = gpd.GeoDataFrame(df, geometry="geometry") - return gdf - -# Function to plot population in IPC phase data on a map -def plot_ipc_population_map(gdf, country, ipc_level): - fig, ax = plt.subplots(1, 1, figsize=(10, 15)) - gdf.plot(column="population", ax=ax, legend=False, cmap="viridis") - - cbar = plt.cm.ScalarMappable(norm=plt.Normalize(vmin=gdf["population"].min(), vmax=gdf["population"].max()), cmap="viridis") - cbar = fig.colorbar(cbar, ax=ax, fraction=0.015, pad=0.04, label="Population in Phase (millions)") - cbar.ax.set_yticklabels([f"{x/1e6:.1f}" for x in cbar.get_ticks()]) - - # Increase legend size by 30% - cbar.ax.tick_params(labelsize=cbar.ax.get_yticklabels()[0].get_fontsize() * 1.3) - - plt.title(f"Population in IPC Phase {ipc_level} by Admin 1 for {country}", fontsize=20) - plt.xlabel("Longitude") - plt.ylabel("Latitude") - plt.savefig("./work/ipc_population_map.png") - plt.close() - return "./work/ipc_population_map.png" - -# Main function integrating all steps -def generate_ipc_population_map(country, ipc_level): - data = get_ipc_population_data(country, ipc_level) - gdf = convert_to_geodf(data) - file_path = plot_ipc_population_map(gdf, country, ipc_level) - attribution, data_url = get_attribution(country, ipc_level) - start_period, end_period = get_time_range(country, ipc_level) + return None, None + resource_id = data[0][0] + hdx_url, data_url = get_hdx_dataset_url(resource_id) + return hdx_url, data_url +# Main function to get data and plot +def generate_commodity_price_plot(country_code, start_date): + data = get_commodity_prices(country_code, start_date) + if not data: + print(''No data found for given parameters.'') + return + df = pd.DataFrame(data, columns=[''reference_period_start'', ''commodity_name'', ''price'']) + df[''reference_period_start''] = pd.to_datetime(df[''reference_period_start'']) + df.sort_values(by=''reference_period_start'', inplace=True) + monthly_price_changes = calculate_relative_average_monthly_movement(df) + plot_file = plot_commodity_prices(monthly_price_changes, country_code) + hdx_url, data_url = get_attribution_and_data_url(country_code, start_date) result = { "result": { "type": "image", - "file": file_path, + "file": f"{plot_file}", "value": "" }, "metadata": { "params": { - "country": f"{country}", - "ipc_level": f"{ipc_level}" + "country": f"{country_code}", }, - "attribution": f"{attribution}", + "parameters": { + "country_code": f"{country_code}" + }, + "attribution": f"{hdx_url}", "data_url": f"{data_url}", "time_period": { - "start": f"{start_period}", - "end": f"{end_period}" + "start": f"{start_date}" } } } @@ -2641,150 +2497,139 @@ def generate_ipc_population_map(country, ipc_level): print(json.dumps(result, indent=4)) return result -', 'plot a map of IPC phase data by admin_1 using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' country = "Chad" # Example country name - ipc_level = "3" # Example IPC level - result = generate_ipc_population_map(country, ipc_level) - - -', 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'image', '{"params": {"country": "Chad", "ipc_level": "3"}, "attribution": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595", "data_url": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595/resource/c689cb9f-2475-4b7e-8beb-178ed9f6253d/download/cadre_harmonise_caf_ipc_mar24_final_ver-2.xlsx", "time_period": {"start": "2024-06-01", "end": "2024-08-31T00:00:00"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-13 22:22:13.382380', 'approved', 'matt', '2024-06-13 22:22:13.38238+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('83ab2323-e9cc-42c5-bd2d-a68b76146a95', ' -import sys -import os -import requests -import pandas as pd -from skills import * +', 'plot a line chart of commodity prices by commodity type for Chad from 2008-01-01 using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' params = { + ''country_code'': ''TCD'', # ISO3 code for Chad + ''start_date'': ''2008-01-01'' + } + generate_commodity_price_plot(**params) -# filename: get_all_recipes.py +', 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"', 'image', '{"params": {"country": "TCD"}, "parameters": {"country_code": "TCD"}, "attribution": "None", "data_url": "None", "time_period": {"start": "2008-01-01"}}', 'Recipe Manager', 'matt', 'matt', '2024-07-11 00:36:42.292537', 'approved', 'matt', '2024-07-11 00:36:42.292537+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('0f1964f6-b03c-405b-9fea-f71df49d4f7f', '# filename: recipe.py import os -import psycopg2 import pandas as pd +import geopandas as gpd +import matplotlib.pyplot as plt from dotenv import load_dotenv -import sys -import json +import psycopg2 +from skills import * +from sqlalchemy import create_engine +import base64 +import io +import logging -# Load environment variables from .env file load_dotenv() -# Define database connection parameters from environment variables -DB_PARAMS = { - ''host'': os.getenv(''POSTGRES_RECIPE_HOST''), - ''port'': os.getenv(''POSTGRES_RECIPE_PORT''), - ''dbname'': os.getenv(''POSTGRES_RECIPE_DB''), - ''user'': os.getenv(''POSTGRES_RECIPE_USER''), - ''password'': os.getenv(''POSTGRES_RECIPE_PASSWORD'') -} - - -def get_connection(params=DB_PARAMS): - """ - Establishes a connection to the database using provided parameters. - - :param params: Dictionary containing database connection parameters. - :return: psycopg2 connection object - """ - conn = psycopg2.connect(**params) - return conn +# Database connection details +DB_HOST = os.getenv(''POSTGRES_DATA_HOST'') +DB_PORT = os.getenv(''POSTGRES_DATA_PORT'') +DB_NAME = os.getenv(''POSTGRES_DATA_DB'') +DB_USER = os.getenv(''POSTGRES_DATA_USER'') +DB_PASSWORD = os.getenv(''POSTGRES_DATA_PASSWORD'') +# Create a database connection +engine = create_engine(f''postgresql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}:{DB_PORT}/{DB_NAME}'') -def execute_query(query, params=None): - """ - Executes a SQL query and returns the results. +logging.basicConfig(level=logging.INFO) - :param query: SQL query to be executed. - :param params: Parameters to be passed to the SQL query. - :return: List of tuples containing the query results. - """ - conn = get_connection() - try: - with conn.cursor() as cursor: - cursor.execute(query, params) - column_names = [desc[0] for desc in cursor.description] - results = cursor.fetchall() - df = pd.DataFrame(results, columns=column_names) - print(f''SQL query executed. Number of records returned: {len(results)}'') - return df - except Exception as e: - print(f''Error executing query: {e}'') - return None - finally: - conn.close() +def get_attribution(region): + query = f'''''' + SELECT distinct resource_hdx_id + FROM hapi_coordination_context_operational_presence + WHERE adm1_name = ''{region}'' + '''''' -def get_all_recipes(): - """ - Retrieves all recipes from the database. - - :return: DataFrame containing all recipes. - """ + data = execute_query(query) + if not data: + print(''No data found for given parameters.'') + resource_id = data[0][0] + hdx_url, data_url= get_hdx_dataset_url(resource_id) - all_data = None + return hdx_url, data_url - for t in [''recipe'', ''memory'']: - query = f'''''' - SELECT - ''{t}'' AS type, - l.document as intent, - r.* - FROM - langchain_pg_embedding l, - {t} r - WHERE - l.custom_id = r.custom_id - '''''' - print(''Executing query to fetch all recipes...'') - data = execute_query(query) - if data is not None: - # Blank out images and code, too many tokens - for index, row in data.iterrows(): - for s in [''sample_'', '''']: - if f''{s}result'' in row: - if row[f''{s}result_type''] == ''image'': - data.loc[index, f''{s}result''] = ''IMAGE'' - else: - data.loc[index, f''{s}result''] = ''TEXT'' +def get_date_range(region): + query = f'''''' + SELECT MIN(reference_period_start) as start_date, MAX(reference_period_end) as end_date + FROM hapi_coordination_context_operational_presence + WHERE adm1_name = ''{region}'' + '''''' + logging.info(f''Query: {query}'') + data = execute_query(query) + if not data: + print(''No date range found for given parameters.'') + return None + return data[0] - # Subset - data = data[[''type'', ''intent'']] - if all_data is None: - all_data = data - else: - all_data = pd.concat([all_data, data]) +def create_bar_chart_of_humanitarian_organizations_in_a_given_region_disaggregated_by_sector(region): + # Query the database to get the data + query = f'''''' + SELECT sector_name, COUNT(org_name) as count + FROM hapi_coordination_context_operational_presence + WHERE adm1_name = ''{region}'' + GROUP BY sector_name + ORDER BY count DESC + '''''' + logging.info(f''Query: {query}'') + df = pd.read_sql(query, engine) + print(''DEBUG INFO - Dataframe shape:'', df.shape) + + # Create the bar chart + plt.figure(figsize=(10, 6)) # Ensure the figure is large enough + plt.bar(df[''sector_name''], df[''count'']) + plt.xlabel(''Sector'') + plt.ylabel(''Number of organizations'') + plt.title(f''Humanitarian Organizations in {region} disaggregated by Sector'') + plt.xticks(rotation=90) + plt.tight_layout() # Adjust layout to make room for labels - #output = data.to_json(orient=''records'') - #output = json.loads(output) + # Create a bytes buffer for the plot and save it to the buffer + buf = io.BytesIO() + plt.savefig(buf, format=''png'', dpi=300) + buf.seek(0) + plt.close() - # Convert to a markdown table - output = all_data.to_markdown() + # Encode the bytes buffer in base64 + image_base64 = base64.b64encode(buf.read()).decode(''utf-8'') + image_base64 = image_base64.replace(''\n'', '''') + image_file = f''./work/bar_chart_{region.replace(" ", "_")}.png'' + with open(image_file, ''wb'') as f: + f.write(base64.b64decode(image_base64)) + + attribution, data_url = get_attribution(region) + date_range = get_date_range(region) + result = { "result": { - "type": "text", - "file": "", - "value": f"{output}" + "type": "image", + "file": f"{image_file}", + "value": "" }, "metadata": { - "params": {}, - "attribution": "", - "data_url": "", + "params": { + "region": f"{region}" + }, + "attribution": f"{attribution}", + "data_url": f"{data_url}", "time_period": { - "start": "", - "end": "" + "start": f"{date_range[0]}", + "end": f"{date_range[1]}" } } } print("OUTPUT:") print(json.dumps(result, indent=4)) - return result + return result -', 'get all recipes', '{}', '{HAPI}', NULL, NULL, ' recipes = get_all_recipes() +', 'plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image', '{}', '{HAPI}', NULL, NULL, ' result = create_bar_chart_of_humanitarian_organizations_in_a_given_region_disaggregated_by_sector(''Wadi Fira'') -', '{"result": {"type": "text", "file": "", "value": "| | type | intent |\n|---:|:-------|:-----------------------------------------------------------------------------------------------------------------------------------------------------|\n| 0 | recipe | plot a line chart of conflict events by month for a country using HDX data as an image |\n| 1 | recipe | plot a scatterplot of food price movements and number of fatalities by country using HDXData data, including regression line as an image |\n| 2 | recipe | plot a line chart of fatalities by month for a country using HDX data as an image |\n| 3 | recipe | plot a line chart of commodity prices monthly relative change for a country from 2008-01-01 using HDX data as an image |\n| 4 | recipe | plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image |\n| 5 | recipe | provide a list of organizations providing food security for a region in a country |\n| 6 | recipe | provide the total population of a provided country using HDX data as text |\n| 7 | recipe | plot population pyramids by age for a country using HDX data as an image |\n| 8 | recipe | plot a scatterplot of food price movements and number of fatalities by country using HDXData data, including regression line as an image |\n| 9 | recipe | plot a map of population by admin1 or admin2 for a country using HAPI data as an image |\n| 10 | recipe | plot a line chart of commodity prices monthly relative change for a country from 2008-01-01 using HDX data as an image |\n| 11 | recipe | List organizations in top 3 states by population in provided IPC Phase in a country, using HAPI data |\n| 12 | recipe | plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image |\n| 13 | recipe | provide a text summary of metadata by subnational region using HAPI data as text |\n| 14 | recipe | get all recipes |\n| 15 | recipe | plot a map of IPC phase data by admin_1 using HDX data as an image |\n| 0 | memory | plot a line chart of conflict events by month for Chad using HDX data as an image |\n| 1 | memory | plot a scatterplot of food price movements and number of fatalities in TCD from 2008-01-01 using HDXData data, including regression line as an image |\n| 2 | memory | plot a line chart of fatalities by month for Chad using HDX data as an image |\n| 3 | memory | plot a line chart of commodity prices monthly relative change for Chad from 2008-01-01 using HDX data as an image |\n| 4 | memory | plot a bar chart of humanitarian organizations in Wadi Fira by sector using Humanitarian Data Exchange data as an image |\n| 5 | memory | provide a list of organizations providing food security in Wadi Fira, Chad |\n| 6 | memory | provide the total population of Mali using HDX data as text |\n| 7 | memory | plot population pyramids by age for Chad using HDX data as an image |\n| 8 | memory | plot a scatterplot of food price movements and number of fatalities in TCD from 2008-01-01 using HDXData data, including regression line as an image |\n| 9 | memory | plot a map of population by admin1 for Haiti using HAPI data as an image |\n| 10 | memory | plot a line chart of commodity prices monthly relative change for Chad from 2008-01-01 using HDX data as an image |\n| 11 | memory | List organizations in the top 3 states by population in IPC Phase 3+ in Chad, using HAPI data |\n| 12 | memory | plot a bar chart of humanitarian organizations in Wadi Fira by sector using Humanitarian Data Exchange data as an image |\n| 13 | memory | provide a text summary of metadata for Wadi Fira using HAPI data as text |\n| 14 | memory | retrieve all recipes |\n| 15 | memory | plot a map of IPC phase 3 data by admin_1 in Chad using HDX data as an image |"}, "metadata": {"params": {}, "attribution": "", "data_url": "", "time_period": {"start": "", "end": ""}}}', 'text', '{"params": {}, "attribution": "", "data_url": "", "time_period": {"start": "", "end": ""}}', 'Recipe Manager', 'matt', 'matt', '2024-06-14 18:08:19.090248', 'approved', 'matt', '2024-06-14 18:08:19.090248+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('e574d89f-98d9-4ee0-a279-6bed160c6fc7', ' +', 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'image', '{"params": {"region": "Wadi Fira"}, "attribution": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de", "data_url": "https://data.humdata.org/dataset/682c3db6-e253-430f-a3f3-305ef079e2de/resource/1e3ba1f4-2dbc-4f46-9ce7-2274e157188e/download/3w-tcd-20240508.xlsx", "time_period": {"start": "2023-12-01", "end": "2024-05-31T23:59:59.999999"}}', 'Recipe Manager', 'matt', 'matt', '2024-07-11 00:36:42.292537', 'approved', 'matt', '2024-07-11 00:36:42.292537+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('c6354e0c-28f6-4ba5-b2aa-69f25285cb14', ' import sys import os import requests @@ -2792,255 +2637,231 @@ import pandas as pd from skills import * -# filename: plot_events_by_month.py +# filename: plot_population_pyramid.py import os +import json import pandas as pd import matplotlib.pyplot as plt +import seaborn as sns from dotenv import load_dotenv -import json -from skills import get_connection, execute_query, get_hdx_dataset_url +import skills -# Load environment variables +# Load environment variables from .env file load_dotenv() +# Function to plot the population pyramid and save as PNG +def plot_population_pyramid(adm0_code, output_path=''./work/population_pyramid.png''): + country_name = get_country_name(adm0_code) + data = get_population_data_by_age(adm0_code) -def get_events_data(country_code): - """ - Fetch events data by month for a given country. + if data.empty: + print(''No data available to plot.'') + return None + + # Convert to integer to avoid JSON serialization issues + data[''population''] = data[''population''].astype(int) + + # Ensure age ranges are sorted correctly + distinct_age_ranges = get_distinct_age_ranges(adm0_code) + age_range_order = pd.Categorical(data[''age_range''], categories=distinct_age_ranges, ordered=True) + data[''age_range''] = age_range_order - Args: - country_code (str): ISO3 country code. + # Calculate total population per gender for normalization + total_population = data.groupby(''gender'')[''population''].sum().to_dict() - Returns: - pd.DataFrame: DataFrame containing events data. - """ - query = f""" - SELECT - reference_period_start, - SUM(events) as total_events - FROM - hapi_coordination_context_conflict_event - WHERE - adm0_code = ''{country_code}'' - AND reference_period_start >= ''2008-01-01'' - GROUP BY - reference_period_start - ORDER BY - reference_period_start - """ - data = execute_query(query) - if not data: - raise ValueError(''No data found for the given country code.'') - df = pd.DataFrame(data, columns=[''reference_period_start'', ''total_events'']) - return df + sns.set(style=''whitegrid'') + plt.figure(figsize=(10, 8)) + # Prepare data for plotting + male_data = data[data[''gender''] == ''m''].copy() + female_data = data[data[''gender''] == ''f''].copy() -def plot_events_by_month(country_code, output_path=''./work/events_by_month.png''): - """ - Plot a line chart of events by month for a given country. + # Convert ''age_range'' to ordered categorical type after creating subsets + male_data[''age_range''] = pd.Categorical(male_data[''age_range''], categories=distinct_age_ranges, ordered=True) + female_data[''age_range''] = pd.Categorical(female_data[''age_range''], categories=distinct_age_ranges, ordered=True) - Args: - country_code (str): ISO3 country code. - output_path (str): Path to save the output image. + # Sort the dataframes + male_data.sort_values(''age_range'', inplace=True) + female_data.sort_values(''age_range'', inplace=True) - Returns: - str: Path to the saved image. - """ - df = get_events_data(country_code) + # Convert ''age_range'' back to string type + male_data[''age_range''] = male_data[''age_range''].astype(str) + female_data[''age_range''] = female_data[''age_range''].astype(str) - # Convert reference_period_start to datetime - df[''reference_period_start''] = pd.to_datetime(df[''reference_period_start'']) + # Convert population to millions + male_data[''population''] = male_data[''population''] / 1_000_000 + female_data[''population''] = female_data[''population''] / 1_000_000 - # Format the x-axis labels to show only yyyy-mm - df[''reference_period_start''] = df[''reference_period_start''].dt.to_period(''M'').dt.to_timestamp() + # Add negative sign for the male population + male_data[''population''] = -male_data[''population''] # Plotting - plt.figure(figsize=(12, 8)) - plt.plot(df[''reference_period_start''], df[''total_events''], linestyle=''-'') - plt.title(f''events by Month for {country_code}'') - plt.xlabel(''Month'') - plt.ylabel(''Total events'') - plt.grid(True, which=''both'', axis=''both'') - plt.xticks(pd.date_range(start=''2008-01-01'', end=df[''reference_period_start''].max(), freq=''6M'').to_period(''M'').to_timestamp(), rotation=90) - plt.tight_layout(rect=[0, 0, 1, 1]) # Adjust layout to shift x-axis labels + plt.barh(male_data[''age_range''], male_data[''population''], color=''blue'', label=''Male'') + plt.barh(female_data[''age_range''], female_data[''population''], color=''pink'', label=''Female'') + + plt.xlabel(''Population (in Millions)'') + plt.ylabel(''Age Range'') + plt.xlim(-max(abs(male_data[''population''].max()), abs(female_data[''population''].max())), max(abs(male_data[''population''].max()), abs(female_data[''population''].max()))) + plt.title(f''Population Pyramid for {country_name} ({adm0_code})'') + plt.legend() + + # Save plot to file plt.savefig(output_path) plt.close() - return output_path + print(f''Population pyramid saved to: {output_path}'') + # Get metadata + attribution_url, data_url = get_attribution(adm0_code) + start_period, end_period = get_time_period(adm0_code) -def get_attribution(country_code): - """ - Get the attribution URL for a given country. + result = { + "result": { + "type": "image", + "file": f"{output_path}", + }, + "metadata": { + "params": { + "adm0_code": f"{adm0_code}" + }, + "attribution": f"{attribution_url}", + "data_url": f"{data_url}", + "time_period": { + "start": f"{start_period}", + "end": f"{end_period}" + } + } + } + print("OUTPUT:") + print(json.dumps(result, indent=4)) - Args: - country_code (str): ISO3 country code. + return result - Returns: - dict: Dictionary containing attribution and data URLs. - """ - query = f""" - SELECT DISTINCT resource_hdx_id - FROM hapi_coordination_context_conflict_event - WHERE adm0_code = ''{country_code}'' - """ - data = execute_query(query) - if not data: - raise ValueError(''No attribution data found for the given country code.'') - resource_id = data[0][0] - hdx_url, data_url = get_hdx_dataset_url(resource_id) - return {''hdx_url'': hdx_url, ''data_url'': data_url} +# Function to get population data for a country by age +def get_population_data_by_age(adm0_code): + query = f'''''' + SELECT p.age_range, p.gender, SUM(p.population) as population + FROM hapi_population_social_population p + WHERE p.adm0_code = ''{adm0_code}'' + AND p.adm1_code is not null + AND p.adm2_code is not null + AND p.age_range != ''all'' + GROUP BY p.age_range, p.gender + '''''' + print(f''DEBUG: SQL Query - {query}'') + data = skills.execute_query(query) + print(''DEBUG INFO - Length of data is:'', len(data)) -def generate_events_report(country_code): - """ - Generate a report of events by month for a given country. + if len(data) == 0: + return pd.DataFrame() - Args: - country_code (str): ISO3 country code. + return pd.DataFrame(data, columns=[''age_range'', ''gender'', ''population'']) - Returns: - dict: JSON object containing the report. - """ - try: - image_path = plot_events_by_month(country_code) - attribution = get_attribution(country_code) - result = { - "result": { - "type": "image", - "file": f"{image_path}" - }, - "metadata": { - "params": { - "country_code": f"{country_code}" - }, - "attribution": f"{attribution[''hdx_url'']}", - "data_url": f"{attribution[''data_url'']}" - } - } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - except Exception as e: - print(f''Error: {e}'') - return {''error'': str(e)} +# Function to get distinct age ranges +def get_distinct_age_ranges(adm0_code): + query = f'''''' + SELECT DISTINCT age_range + FROM hapi_population_social_population p + WHERE p.adm0_code = ''{adm0_code}'' + AND p.adm1_code is not null + AND p.adm2_code is not null + AND p.age_range != ''all'' + '''''' -', 'plot a line chart of conflict events by month for a country using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' country_code = ''TCD'' # Example country code - generate_events_report(country_code) + print(f''DEBUG: SQL Query - {query}'') + data = skills.execute_query(query) + print(''DEBUG INFO - Length of data is:'', len(data)) + age_ranges = [row[0] for row in data] # Extract age ranges -', 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'image', '{"params": {"country_code": "TCD"}, "attribution": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a", "data_url": "https://data.humdata.org/dataset/b009f9b0-aa65-49c5-b188-a33daade0f4a/resource/bb78c035-ec19-4503-b325-0673749c2eb4/download/chad_hrp_political_violence_events_and_fatalities_by_month-year_as-of-29may2024.xlsx"}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:48:19.451409', 'approved', 'matt', '2024-06-16 22:48:19.451409+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('af3b596b-08e2-46cb-96a5-e8800cd34efe', '# filename: refugee_migration_sankey.py + def age_range_key(age_range): + if age_range == ''all'': + return float(''inf'') + elif age_range.endswith(''+''): + return int(age_range[:-1]) + else: + return int(age_range.split(''-'')[0]) -import os -import json -import pandas as pd -import plotly.graph_objects as go -from dotenv import load_dotenv -from skills import get_connection, execute_query + age_ranges.sort(key=age_range_key) + print(''DEBUG INFO - Sorted age ranges:'', age_ranges) -# Load environment variables -load_dotenv() + return age_ranges -# Function to get refugee migration data +# Function to get country name by country code +def get_country_name(adm0_code): + query = f'''''' + SELECT name + FROM hapi_metadata_location + WHERE code = ''{adm0_code}'' + '''''' -def get_refugee_migration_data(country_code): - query = f""" - SELECT - origin_location_name, - asylum_location_name, - population - FROM - hapi_affected_people_refugees - WHERE - asylum_location_code = ''{country_code}'' - AND gender = ''all'' - AND age_range = ''all'' - AND latest = TRUE - """ - print(''Executing query:'', query) - data = execute_query(query) + print(f''DEBUG: SQL Query - {query}'') + data = skills.execute_query(query) print(''DEBUG INFO - Length of data is:'', len(data)) - return data -# Function to create a Sankey plot + if len(data) == 0: + return ''Unknown Country'' + + return data[0][0] + +# Function to get attribution and data URL +def get_attribution(adm0_code): + query = f'''''' + SELECT DISTINCT resource_hdx_id + FROM hapi_population_social_population p + WHERE p.adm0_code = ''{adm0_code}'' + AND p.adm1_code is not null + AND p.adm2_code is not null + AND p.age_range = ''all'' + AND p.gender = ''all'' + '''''' + + print(f''DEBUG: SQL Query - {query}'') + data = skills.execute_query(query) + print(''DEBUG INFO - Length of data is:'', len(data)) -def create_sankey_plot(data, country_name): if not data: - print(''No data available to create the plot.'') - return None + return ''No attribution available'', ''No data URL available'' - df = pd.DataFrame(data, columns=[''origin_location_name'', ''asylum_location_name'', ''population'']) + resource_id = data[0][0] + hdx_url, data_url = get_hdx_dataset_url(resource_id) - # Create labels - all_locations = list(pd.concat([df[''origin_location_name''], df[''asylum_location_name'']]).unique()) - label_to_index = {label: idx for idx, label in enumerate(all_locations)} + return hdx_url, data_url - # Create source and target indices - df[''source''] = df[''origin_location_name''].map(label_to_index) - df[''target''] = df[''asylum_location_name''].map(label_to_index) +# Function to get time period +def get_time_period(adm0_code): + query = f'''''' + SELECT DISTINCT reference_period_start, reference_period_end + FROM hapi_population_social_population p + WHERE p.adm0_code = ''{adm0_code}'' + AND p.adm1_code is not null + AND p.adm2_code is not null + AND p.age_range = ''all'' + AND gender = ''all'' + '''''' - # Create the Sankey plot - fig = go.Figure(data=[go.Sankey( - node=dict( - pad=15, - thickness=20, - line=dict(color=''black'', width=0.5), - label=all_locations - ), - link=dict( - source=df[''source''], - target=df[''target''], - value=df[''population''] - ) - )]) + print(f''DEBUG: SQL Query - {query}'') + data = skills.execute_query(query) + print(''DEBUG INFO - Length of data is:'', len(data)) - fig.update_layout(title_text=f''Refugee Migration to {country_name}'', font_size=10) + if not data: + return ''No start period'', ''No end period'' - # Save the plot as a PNG file - file_path = ''./work/refugee_migration_sankey.png'' - fig.write_image(file_path) - return file_path + start_period = data[0][0] + end_period = data[0][1] -# Main function to get data and create the plot + return start_period, end_period -def generate_refugee_migration_sankey(country_code, country_name): - data = get_refugee_migration_data(country_code) - file_path = create_sankey_plot(data, country_name) - if file_path: - result = { - "result": { - "type": "image", - "file": f"{file_path}" - }, - "metadata": { - "params": { - "country_code": f"{country_code}", - "country_name": f"{country_name}" - } - } - } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - else: - return {''error'': ''Failed to create the Sankey plot.''} -', 'create a sankey plot of refugee migration by country for Kenya using HAPI data as an image', '{}', '{HAPI}', NULL, NULL, ' params = { - ''country_code'': ''KEN'', - ''country_name'': ''Kenya'' - } - generate_refugee_migration_sankey(**params) -', 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"', 'image', '{"params": {"country_code": "KEN", "country_name": "Kenya"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:48:19.451409', 'approved', 'matt', '2024-06-16 22:48:19.451409+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('85c023b7-e2ec-44b6-ba7f-624a11be27c4', ' -import sys -import os -import requests -import pandas as pd -from skills import * +', 'plot population pyramids by age for a country using HDX data as an image', '{}', '{HAPI}', NULL, NULL, ' params = {''adm0_code'': ''TCD''} # Example parameters, replace as needed + distinct_age_ranges = get_distinct_age_ranges(**params) + print(''DEBUG: Distinct Age Ranges:'', distinct_age_ranges) + result = plot_population_pyramid(**params) -# filename: plot_population_by_admin.py +', 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"', 'image', '{"params": {"adm0_code": "TCD"}, "attribution": "https://data.humdata.org/dataset/5e60290d-0a82-48e2-9454-812b01c7d9d4", "data_url": "https://data.humdata.org/dataset/5e60290d-0a82-48e2-9454-812b01c7d9d4/resource/56452d47-7f29-474d-a13c-0bbec70034db/download/tcd_admpop_adm2_2021.csv", "time_period": {"start": "2021-01-01", "end": "2024-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-07-11 00:36:42.292537', 'approved', 'matt', '2024-07-11 00:36:42.292537+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('85c023b7-e2ec-44b6-ba7f-624a11be27c4', '# filename: plot_population_by_admin.py import os import json @@ -3102,13 +2923,12 @@ def get_attribution_and_time_period(adm0_code): :param adm0_code: ISO3 country code :return: Tuple containing attribution URL, data URL, start period, and end period """ - sql = f'''''' + sql = '''''' SELECT DISTINCT resource_hdx_id, reference_period_start, reference_period_end FROM hapi_population_social_population WHERE adm0_code = %s AND latest = TRUE AND gender = ''all'' AND age_range = ''all'' - AND adm2_code IS NOT NULL AND adm1_code IS NOT NULL '''''' rows = get_data_from_db(sql, [adm0_code]) @@ -3117,7 +2937,7 @@ def get_attribution_and_time_period(adm0_code): resource_hdx_id = rows[0][0] start_period = rows[0][1] end_period = rows[0][2] - sql = f''SELECT hdx_link, download_url FROM hapi_metadata_resource WHERE hdx_id = %s'' + sql = ''SELECT hdx_link, download_url FROM hapi_metadata_resource WHERE hdx_id = %s'' resource_rows = get_data_from_db(sql, [resource_hdx_id]) if not resource_rows: return None, None, start_period, end_period @@ -3148,8 +2968,7 @@ def generate_population_map(adm0_code, admin_level): WHERE p.adm0_code = %s AND p.latest = TRUE AND gender = ''all'' AND age_range = ''all'' - AND p.adm2_code IS NOT NULL - AND p.adm1_code IS NOT NULL + AND p.{admin_code_col} IS NOT NULL '''''' print(''DEBUG INFO - SQL Executed:'', sql) @@ -3192,18 +3011,204 @@ def generate_population_map(adm0_code, admin_level): # Get attribution and time period attribution_url, data_url, start_period, end_period = get_attribution_and_time_period(adm0_code) + result = { + ''result'': { + ''type'': ''image'', + ''file'': f''{file_path}'', + ''value'': '''' + }, + ''metadata'': { + ''params'': { + ''adm0_code'': f''{adm0_code}'', + ''admin_level'': f''{admin_level}'' + }, + ''attribution'': f''{attribution_url}'', + ''data_url'': f''{data_url}'', + ''time_period'': { + ''start'': f''{start_period}'', + ''end'': f''{end_period}'' + } + } + } + + print(''OUTPUT:'') + print(json.dumps(result, indent=4)) + return result + +', 'plot a map of population by admin1 or admin2 for a country using HAPI data as an image', '{}', '{HAPI}', NULL, NULL, ' params = {''adm0_code'': ''MLI'', ''admin_level'': ''admin1''} + result = generate_population_map(**params) +', 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"', 'image', '{"params": {"adm0_code": "MLI", "admin_level": "admin1"}, "attribution": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c/resource/0bd515ae-613c-400f-a84c-ea203cc529be", "data_url": "https://data.humdata.org/dataset/ce21c7db-d8f0-40f8-adc2-452d2d2d105c/resource/0bd515ae-613c-400f-a84c-ea203cc529be/download/mli_pop_adm1_v2.csv", "time_period": {"start": "2018-01-01", "end": "2018-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-07-11 00:36:42.292537', 'approved', 'matt', '2024-07-11 00:36:42.292537+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('1cd0ae66-0095-40de-b94b-30ae30d933ac', ' +import sys +import os +import requests +import pandas as pd +from skills import * + + +# filename: food_security_analysis.py + +import pandas as pd +from dotenv import load_dotenv +from skills import execute_query, get_hdx_dataset_url +import json + +# Load environment variables +load_dotenv() + +# Define reference period start and end +reference_period_start = ''2023-01-01'' +reference_period_end = ''2023-01-31T23:59:59'' + + +def get_food_security_data(country_code, ipc_phase): + """ + Fetch food security data for a given country and IPC phase. + + Args: + country_code (str): The ISO3 code of the country. + ipc_phase (str): The IPC phase to filter by. + + Returns: + pd.DataFrame: DataFrame containing food security data. + """ + query = f""" + SELECT adm1_code, adm1_name, SUM(population_in_phase) as population_in_phase + FROM hapi_food_food_security + WHERE adm0_code = ''{country_code}'' + AND ipc_phase = ''{ipc_phase}'' + AND latest = TRUE + GROUP BY adm1_code, adm1_name + ORDER BY population_in_phase DESC + LIMIT 3 + """ + print(query) + data = execute_query(query) + + data =pd.DataFrame(data, columns=[''adm1_code'', ''adm1_name'', ''population_in_phase'']) + + return data + + +def get_attribution(country_code, ipc_phase): + """ + Get the attribution URL for a given country and IPC level. + + Args: + country_code (str): The ISO3 code of the country. + ipc_phase (str): The IPC level. + + Returns: + str: The attribution URL. + """ + query = f""" + SELECT DISTINCT resource_hdx_id + FROM hapi_food_food_security + WHERE adm0_code = ''{country_code}'' + AND ipc_phase = ''{ipc_phase}'' + AND latest = TRUE + """ + data = execute_query(query) + if not data: + print(''No data found for given parameters.'') + return None, None + resource_id = data[0][0] + hdx_url, data_url = get_hdx_dataset_url(resource_id) + return hdx_url, data_url + + +def get_organizations_in_food_security(country_code, ipc_phase): + """ + Fetch organizations involved in food security in the top 3 regions. + + Args: + country_code (str): The ISO3 code of the country. + ipc_phase (str): The IPC phase to filter by. + + Returns: + pd.DataFrame: DataFrame containing organizations data. + """ + top_regions_df = get_food_security_data(country_code, ipc_phase) + if top_regions_df.empty: + print(''No top regions found for given parameters.'') + return pd.DataFrame() + + top_regions = top_regions_df[''adm1_code''].tolist() + top_regions_str = '', ''.join([f"''{region}''" for region in top_regions]) + + query = f""" + SELECT DISTINCT adm1_name, org_name + FROM hapi_coordination_context_operational_presence + WHERE adm0_code = ''{country_code}'' + AND adm1_code IN ({top_regions_str}) + AND latest = TRUE + AND sector_name ilike ''Food Security'' + """ + data = execute_query(query) + return pd.DataFrame(data, columns=[''adm1_name'', ''org_name'']), top_regions_df + +def get_time_period(country_code, ipc_phase): + """ + Get the time period for a given country. + + Args: + country_code (str): ISO3 country code. + ipc_phase (str): The IPC phase to filter by. + + Returns: + tuple: Start and end period. + """ + query = f""" + SELECT DISTINCT reference_period_start, reference_period_end + FROM hapi_food_food_security + WHERE adm0_code = ''{country_code}'' + AND ipc_phase = ''{ipc_phase}'' + AND latest = TRUE + """ + data = execute_query(query) + if not data: + print(''No data found for given parameters.'') + return '''', '''' + start_period = data[0][0] + end_period = data[0][1] + return start_period, end_period + +def analyze_food_security(country_code, ipc_phase): + """ + Main function to analyze food security data and generate a map. + + Args: + country_code (str): The ISO3 code of the country. + ipc_phase (str): The IPC phase to filter by. + + Returns: + dict: JSON record containing file path and metadata. + """ + food_security_df = get_food_security_data(country_code, ipc_phase) + hdx_url, data_url = get_attribution(country_code, ipc_phase) + start_period, end_period = get_time_period(country_code, ipc_phase) + + organizations_df, top_regions_df = get_organizations_in_food_security(**params) + if not organizations_df.empty: + output = f''Top 3 regions in {country_code} by population in phase {ipc_phase}:\n\n'' + output += top_regions_df.to_markdown(index=False) + output += ''\n\nOrganizations providing food security in these regions:\n\n'' + output += organizations_df.to_markdown(index=False) + else: + print(''No organizations found for the given parameters.'') + result = { "result": { - "type": "image", - "file": f"{file_path}", - "value": "" + "type": "text", + "file": "", + "value": f"{output}" }, "metadata": { "params": { - "adm0_code": f"{adm0_code}", - "admin_level": f"{admin_level}" + "country_code": f"{country_code}", + "ipc_phase": f"{ipc_phase}" }, - "attribution": f"{attribution_url}", + "attribution": f"{hdx_url}", "data_url": f"{data_url}", "time_period": { "start": f"{start_period}", @@ -3215,161 +3220,145 @@ def generate_population_map(adm0_code, admin_level): print(json.dumps(result, indent=4)) return result -', 'plot a map of population by admin1 or admin2 for a country using HAPI data as an image', '{}', '{HAPI}', NULL, NULL, ' params = {''adm0_code'': ''COL'', ''admin_level'': ''admin1''} - result = generate_population_map(**params) +', 'find and display a table of organizations by region in Chad for food security with IPC phase 3+ using HDX data, showing top 3 regions as text', '{}', '{HAPI}', NULL, NULL, ' params = {''country_code'': ''TCD'', ''ipc_phase'': ''3+''} + result = analyze_food_security(**params) -', 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"', 'image', '{"params": {"adm0_code": "HTI", "admin_level": "admin1"}, "attribution": "https://data.humdata.org/dataset/95ba5281-fd76-4d3a-ae29-247e1ff26447/resource/9221c325-b8ea-46fc-bcac-d3e183078581", "data_url": "https://data.humdata.org/dataset/95ba5281-fd76-4d3a-ae29-247e1ff26447/resource/9221c325-b8ea-46fc-bcac-d3e183078581/download/hti_admpop_adm2_2022.csv", "time_period": {"start": "2022-01-01", "end": "2022-12-31T23:59:59"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:48:19.451409', 'approved', 'matt', '2024-06-16 22:48:19.451409+00', NULL, NULL); -INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('df2123ed-60e0-40ef-b515-0131767ffecf', '# filename: refugee_migration_sankey.py +', '{"result": {"type": "text", "file": "", "value": "Top 3 regions in TCD by population in phase 3+:\n\n| adm1_code | adm1_name | population_in_phase |\n|:------------|:-------------|----------------------:|\n| TD14 | Ouaddai | 292780 |\n| TD07 | Lac | 230487 |\n| TD05 | Hadjer-Lamis | 209637 |\n\nOrganizations providing food security in these regions:\n\n| adm1_name | org_name |\n|:-------------|:----------------------------------------------------------------------------|\n| Hadjer-Lamis | Action against Hunger |\n| Hadjer-Lamis | Cooperazione Internazionale |\n| Hadjer-Lamis | German Development Cooperation |\n| Hadjer-Lamis | World Vision International |\n| Lac | Action against Hunger |\n| Lac | Agence de Developpement et de la Formation Proffessionnelle |\n| Lac | Association pour le d\u00e9veloppement des initiatives locales |\n| Lac | Bureau Consult International |\n| Lac | CARE International |\n| Lac | Catholic Relief Services |\n| Lac | Comit\u00e9 International pour l''Aide d''Urgence et le D\u00e9veloppement |\n| Lac | Croix Rouge Tchadienne |\n| Lac | Diakonie |\n| Lac | Food and Agriculture Organization |\n| Lac | Handicap International - Humanity & Inclusion |\n| Lac | Help Tchad |\n| Lac | Initiative Humanitaire pour le Developpement Local |\n| Lac | International Committee of the Red Cross |\n| Lac | International Rescue Committee |\n| Lac | INTERSOS - Humanitarian Aid Organization |\n| Lac | OHDEL |\n| Lac | Organisation Tchadienne pour le D\u00e9veloppement |\n| Lac | OXFAM |\n| Lac | Programme Alimentaire Mondiale |\n| Lac | SAHKAL pour la Solidarit\u00e9 et d\u00e9veloppement au sahel |\n| Lac | Secours Catholique et D\u00e9veloppement |\n| Lac | SOS Sahel |\n| Lac | SOSSIF |\n| Lac | United Nations Development Programme |\n| Lac | World Vision International |\n| Ouaddai | Action Citoyenne pour l''Information et l''Education au D\u00e9veloppement Durable |\n| Ouaddai | Action contre le changement climatique pour le d\u00e9veloppement |\n| Ouaddai | Action Humanitaire pour le D\u00e9veloppement |\n| Ouaddai | ADD |\n| Ouaddai | Adventist Development and Relief Agency |\n| Ouaddai | A Nassour |\n| Ouaddai | APRODIF |\n| Ouaddai | Association des Femmes pour le D\u00e9veloppement Int\u00e9gr\u00e9 |\n| Ouaddai | Association des T\u00e9moins des Urgences et des Actions de D\u00e9veloppement |\n| Ouaddai | Association pour la promotion du monde rural |\n| Ouaddai | Association Tchadienne pour la Promotion du D\u00e9v\u00e9loppement Int\u00e9gr\u00e9 |\n| Ouaddai | Association Tchadienne pour le D\u00e9veloppement Rural, Social et Economique |\n| Ouaddai | ATTADAMOUN |\n| Ouaddai | Bureau Consult International |\n| Ouaddai | CARE International |\n| Ouaddai | Cercle Humanitaire d''Appui aux Initiatives de Developpe\u00f9ment |\n| Ouaddai | Comit\u00e9 International pour l''Aide d''Urgence et le D\u00e9veloppement |\n| Ouaddai | Concern Worldwide |\n| Ouaddai | Cooperazione Internazionale |\n| Ouaddai | Croix Rouge Tchadienne |\n| Ouaddai | Echo M\u00e9dical |\n| Ouaddai | Food and Agriculture Organization |\n| Ouaddai | Future Porte du Tchad |\n| Ouaddai | German Development Cooperation |\n| Ouaddai | Hebrew Immigrant Aid Society |\n| Ouaddai | International Cooperation and Developpment World |\n| Ouaddai | KITES |\n| Ouaddai | Lutheran World Federation |\n| Ouaddai | NIRVANA |\n| Ouaddai | Norwegian Refugee Council |\n| Ouaddai | Nour Akoura |\n| Ouaddai | Organisation Humanitaire et de D\u00e9v\u00e9loppement Local |\n| Ouaddai | OXFAM |\n| Ouaddai | Premi\u00e8re Urgence Internationale |\n| Ouaddai | Programme Alimentaire Mondiale |\n| Ouaddai | Secours Catholique et D\u00e9veloppement |\n| Ouaddai | TCHAD SOS |\n| Ouaddai | United Nations Children''s Fund |\n| Ouaddai | United Nations Development Programme |\n| Ouaddai | World Relief Chad |\n| Ouaddai | World Vision International |"}, "metadata": {"params": {"country_code": "TCD", "ipc_phase": "3+"}, "attribution": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595", "data_url": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595/resource/c689cb9f-2475-4b7e-8beb-178ed9f6253d/download/cadre_harmonise_caf_ipc_mar24_final_ver-2.xlsx", "time_period": {"start": "2024-06-01", "end": "2024-08-31T00:00:00"}}}', 'text', '{"params": {"country_code": "TCD", "ipc_phase": "3+"}, "attribution": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595", "data_url": "https://data.humdata.org/dataset/5123033a-2db1-496c-b381-df804ac30595/resource/c689cb9f-2475-4b7e-8beb-178ed9f6253d/download/cadre_harmonise_caf_ipc_mar24_final_ver-2.xlsx", "time_period": {"start": "2024-06-01", "end": "2024-08-31T00:00:00"}}', 'Recipe Manager', 'matt', 'matt', '2024-07-11 00:36:42.292537', 'approved', 'matt', '2024-07-11 00:36:42.292537+00', '', ''); +INSERT INTO recipe ("custom_id", "function_code", "description", "openapi_json", "datasets", "python_packages", "used_recipes_list", "sample_call", "sample_result", "sample_result_type", "sample_metadata", "source", "created_by", "updated_by", "last_updated", "approval_status", "approver", "approval_latest_update", "locked_by", "locked_at") VALUES ('83ab2323-e9cc-42c5-bd2d-a68b76146a95', ' +import sys +import os +import requests +import pandas as pd +from skills import * + + +# filename: get_all_recipes.py import os -import json +import psycopg2 import pandas as pd -import plotly.graph_objects as go from dotenv import load_dotenv -from skills import get_connection, execute_query, get_hdx_dataset_url +import sys +import json -# Load environment variables +# Load environment variables from .env file load_dotenv() -# Function to get refugee migration data +# Define database connection parameters from environment variables +DB_PARAMS = { + ''host'': os.getenv(''POSTGRES_RECIPE_HOST''), + ''port'': os.getenv(''POSTGRES_RECIPE_PORT''), + ''dbname'': os.getenv(''POSTGRES_RECIPE_DB''), + ''user'': os.getenv(''POSTGRES_RECIPE_USER''), + ''password'': os.getenv(''POSTGRES_RECIPE_PASSWORD'') +} -def get_refugee_migration_data(country_code): - query = f""" - SELECT - origin_location_name, - asylum_location_name, - population - FROM - hapi_affected_people_refugees - WHERE - asylum_location_code = ''{country_code}'' - AND gender = ''all'' - AND age_range = ''all'' - AND latest = TRUE + +def get_connection(params=DB_PARAMS): """ - print(''Executing query:'', query) - data = execute_query(query) - print(''DEBUG INFO - Length of data is:'', len(data)) - return data + Establishes a connection to the database using provided parameters. -# Function to create a Sankey plot + :param params: Dictionary containing database connection parameters. + :return: psycopg2 connection object + """ + conn = psycopg2.connect(**params) + return conn -def create_sankey_plot(data, country_name): - if not data: - print(''No data available to create the plot.'') - return None - df = pd.DataFrame(data, columns=[''origin_location_name'', ''asylum_location_name'', ''population'']) +def execute_query(query, params=None): + """ + Executes a SQL query and returns the results. - # Create labels - all_locations = list(pd.concat([df[''origin_location_name''], df[''asylum_location_name'']]).unique()) - label_to_index = {label: idx for idx, label in enumerate(all_locations)} + :param query: SQL query to be executed. + :param params: Parameters to be passed to the SQL query. + :return: List of tuples containing the query results. + """ + conn = get_connection() + try: + with conn.cursor() as cursor: + cursor.execute(query, params) + column_names = [desc[0] for desc in cursor.description] + results = cursor.fetchall() + df = pd.DataFrame(results, columns=column_names) + print(f''SQL query executed. Number of records returned: {len(results)}'') + return df + except Exception as e: + print(f''Error executing query: {e}'') + return None + finally: + conn.close() - # Create source and target indices - df[''source''] = df[''origin_location_name''].map(label_to_index) - df[''target''] = df[''asylum_location_name''].map(label_to_index) - # Create the Sankey plot - fig = go.Figure(data=[go.Sankey( - node=dict( - pad=15, - thickness=20, - line=dict(color=''black'', width=0.5), - label=all_locations - ), - link=dict( - source=df[''source''], - target=df[''target''], - value=df[''population''] - ) - )]) +def get_all_recipes(): + """ + Retrieves all recipes from the database. + + :return: DataFrame containing all recipes. + """ - fig.update_layout(title_text=f''Refugee Migration to {country_name}'', font_size=10) + all_data = None - # Save the plot as a PNG file - file_path = ''./work/refugee_migration_sankey.png'' - fig.write_image(file_path) - return file_path + for t in [''recipe'', ''memory'']: + query = f'''''' + SELECT + ''{t}'' AS type, + l.document as intent, + r.* + FROM + langchain_pg_embedding l, + {t} r + WHERE + l.custom_id = r.custom_id + '''''' + print(''Executing query to fetch all recipes...'') + data = execute_query(query) -def get_attribution(country_code): - """ - Get the attribution URL for a given country. + if data is not None: + # Blank out images and code, too many tokens + for index, row in data.iterrows(): + for s in [''sample_'', '''']: + if f''{s}result'' in row: + if row[f''{s}result_type''] == ''image'': + data.loc[index, f''{s}result''] = ''IMAGE'' + else: + data.loc[index, f''{s}result''] = ''TEXT'' - Args: - country_code (str): ISO3 country code. + # Subset + data = data[[''type'', ''intent'']] - Returns: - dict: Dictionary containing attribution and data URLs. - """ - query = f""" - SELECT DISTINCT resource_hdx_id - FROM - hapi_affected_people_refugees - WHERE - asylum_location_code = ''{country_code}'' - AND gender = ''all'' - AND age_range = ''all'' - AND latest = TRUE - """ - data = execute_query(query) - if not data: - raise ValueError(''No attribution data found for the given country code.'') - resource_id = data[0][0] - hdx_url, data_url = get_hdx_dataset_url(resource_id) - return {''hdx_url'': hdx_url, ''data_url'': data_url} + if all_data is None: + all_data = data + else: + all_data = pd.concat([all_data, data]) -def get_date_range(country_code): - query = f'''''' - SELECT MIN(reference_period_start) as start_date, MAX(reference_period_end) as end_date - FROM - hapi_affected_people_refugees - WHERE - asylum_location_code = ''{country_code}'' - AND gender = ''all'' - AND age_range = ''all'' - AND latest = TRUE - '''''' - data = execute_query(query) - if not data: - print(''No date range found for given parameters.'') - return None - return data[0] + #output = data.to_json(orient=''records'') + #output = json.loads(output) -# Main function to get data and create the plot + # Convert to a markdown table + output = all_data.to_markdown() -def generate_refugee_migration_sankey(country_code, country_name): - data = get_refugee_migration_data(country_code) - file_path = create_sankey_plot(data, country_name) - attribution, data_url = get_attribution(country_code) - date_range = get_date_range(country_code) - if file_path: - result = { - "result": { - "type": "image", - "file": f"{file_path}" - }, - "metadata": { - "params": { - "country_code": f"{country_code}", - "country_name": f"{country_name}" - }, - "attribution": f"{attribution}", - "data_url": f"{data_url}", - "time_period": { - "start": f"{date_range[0]}", - "end": f"{date_range[1]}" - } + result = { + "result": { + "type": "text", + "file": "", + "value": f"{output}" + }, + "metadata": { + "params": {}, + "attribution": "", + "data_url": "", + "time_period": { + "start": "", + "end": "" } } - print("OUTPUT:") - print(json.dumps(result, indent=4)) - return result - else: - return {''error'': ''Failed to create the Sankey plot.''} -', 'create a sankey plot of refugee migration by country for Kenya using HAPI data as an image', '{}', '{HAPI}', NULL, NULL, ' params = { - ''country_code'': ''KEN'', - ''country_name'': ''Kenya'' } - generate_refugee_migration_sankey(**params) -', 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"', 'image', '{"params": {"country_code": "KEN", "country_name": "Kenya"}, "attribution": "hdx_url", "data_url": "data_url", "time_period": {"start": "2022-01-01", "end": "2022-12-31T00:00:00"}}', 'Recipe Manager', 'matt', 'matt', '2024-06-16 22:59:25.385336', 'approved', 'matt', '2024-06-16 22:59:25.385336+00', NULL, NULL); + print("OUTPUT:") + print(json.dumps(result, indent=4)) + return result + +', 'get all recipes', '{}', '{HAPI}', NULL, NULL, ' recipes = get_all_recipes() + + +', '{"result": {"type": "text", "file": "", "value": "| | type | intent |\n|---:|:-------|:-----------------------------------------------------------------------------------------------------------------------------------------------------|\n| 0 | recipe | plot a line chart of conflict events by month for a country using HDX data as an image |\n| 1 | recipe | plot a scatterplot of food price movements and number of fatalities by country using HDXData data, including regression line as an image |\n| 2 | recipe | plot a line chart of fatalities by month for a country using HDX data as an image |\n| 3 | recipe | plot a line chart of commodity prices monthly relative change for a country from 2008-01-01 using HDX data as an image |\n| 4 | recipe | plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image |\n| 5 | recipe | provide a list of organizations providing food security for a region in a country |\n| 6 | recipe | provide the total population of a provided country using HDX data as text |\n| 7 | recipe | plot population pyramids by age for a country using HDX data as an image |\n| 8 | recipe | plot a scatterplot of food price movements and number of fatalities by country using HDXData data, including regression line as an image |\n| 9 | recipe | plot a map of population by admin1 or admin2 for a country using HAPI data as an image |\n| 10 | recipe | plot a line chart of commodity prices monthly relative change for a country from 2008-01-01 using HDX data as an image |\n| 11 | recipe | List organizations in top 3 states by population in provided IPC Phase in a country, using HAPI data |\n| 12 | recipe | plot a bar chart of humanitarian organizations by sector for a given region using Humanitarian Data Exchange data as an image |\n| 13 | recipe | provide a text summary of metadata by subnational region using HAPI data as text |\n| 14 | recipe | get all recipes |\n| 15 | recipe | plot a map of IPC phase data by admin_1 using HDX data as an image |\n| 16 | recipe | get all recipes |\n| 17 | recipe | plot a line chart of conflict events by month for a country using HDX data as an image |\n| 18 | recipe | create a sankey plot of refugee migration by country for Kenya using HAPI data as an image |\n| 19 | recipe | plot a map of population by admin1 or admin2 for a country using HAPI data as an image |\n| 20 | recipe | create a sankey plot of refugee migration by country for Kenya using HAPI data as an image |\n| 0 | memory | plot a line chart of conflict events by month for Chad using HDX data as an image |\n| 1 | memory | plot a scatterplot of food price movements and number of fatalities in TCD from 2008-01-01 using HDXData data, including regression line as an image |\n| 2 | memory | plot a line chart of fatalities by month for Chad using HDX data as an image |\n| 3 | memory | plot a line chart of commodity prices monthly relative change for Chad from 2008-01-01 using HDX data as an image |\n| 4 | memory | plot a bar chart of humanitarian organizations in Wadi Fira by sector using Humanitarian Data Exchange data as an image |\n| 5 | memory | provide a list of organizations providing food security in Wadi Fira, Chad |\n| 6 | memory | provide the total population of Mali using HDX data as text |\n| 7 | memory | plot population pyramids by age for Chad using HDX data as an image |\n| 8 | memory | plot a scatterplot of food price movements and number of fatalities in TCD from 2008-01-01 using HDXData data, including regression line as an image |\n| 9 | memory | plot a map of population by admin1 for Haiti using HAPI data as an image |\n| 10 | memory | plot a line chart of commodity prices monthly relative change for Chad from 2008-01-01 using HDX data as an image |\n| 11 | memory | List organizations in the top 3 states by population in IPC Phase 3+ in Chad, using HAPI data |\n| 12 | memory | plot a bar chart of humanitarian organizations in Wadi Fira by sector using Humanitarian Data Exchange data as an image |\n| 13 | memory | provide a text summary of metadata for Wadi Fira using HAPI data as text |\n| 14 | memory | retrieve all recipes |\n| 15 | memory | plot a map of IPC phase 3 data by admin_1 in Chad using HDX data as an image |\n| 16 | memory | retrieve all recipes |\n| 17 | memory | create a sankey plot of refugee migration by country for Kenya using HAPI data as an image |"}, "metadata": {"params": {}, "attribution": "", "data_url": "", "time_period": {"start": "", "end": ""}}}', 'text', '{"params": {}, "attribution": "", "data_url": "", "time_period": {"start": "", "end": ""}}', 'Recipe Manager', 'matt', 'matt', '2024-07-11 00:36:42.292537', 'approved', 'matt', '2024-07-11 00:36:42.292537+00', '', ''); diff --git a/management/cli.py b/management/cli.py index 61e0a48c..ec6c0a48 100644 --- a/management/cli.py +++ b/management/cli.py @@ -51,7 +51,7 @@ to_be_deleted_file = "work/checked_out/to_be_deleted.txt" cli_config_file = ".cli_config" checked_out_dir = "work/checked_out" -env_cmd = "docker exec recipes-ai-manager python " +env_cmd = "python " environment = Environment(loader=FileSystemLoader("../templates/")) @@ -72,15 +72,16 @@ def _get_checkout_folders(): else: # list directory in chronological orger - checked_out_folders = sorted( - os.listdir(checked_out_dir), - key=lambda x: os.path.getctime(os.path.join(checked_out_dir, x)), - ) - checked_out_folders = [ - folder - for folder in checked_out_folders - if os.path.isdir(os.path.join(checked_out_dir, folder)) - ] + # checked_out_folders = sorted( + # os.listdir(checked_out_dir), + # key=lambda x: os.path.getctime(os.path.join(checked_out_dir, x)), + # ) + # checked_out_folders = [ + # folder + # for folder in checked_out_folders + # if os.path.isdir(os.path.join(checked_out_dir, folder)) + # ] + checked_out_folders = os.listdir(checked_out_dir) count = 0 for folder in checked_out_folders: recipes[count] = folder @@ -206,6 +207,8 @@ def run(recipe_index: Optional[int] = typer.Argument(None)): cmd = f"{env_cmd} recipe_sync.py --run_recipe --recipe_path work/checked_out/{recipe}/recipe.py" typer.echo(f"Running recipe {recipe} ...\n\n") os.system(cmd) + typer.echo("\n\n ========== DONE ==========\n\n") + typer.echo(f"Now check folder './work/checked_out/{recipe}' for the output\n\n") def edit(recipe_index: Optional[int] = typer.Argument(None)):