2139 lines
2.4 MiB
2139 lines
2.4 MiB
<!DOCTYPE html>
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<html>
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<head>
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<meta charset="utf-8" />
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<meta name="generator" content="pandoc" />
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<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
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<title>TP2 - Statistique Descriptive</title>
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<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
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// be compatible with the behavior of Pandoc < 2.8).
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document.addEventListener('DOMContentLoaded', function(e) {
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var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
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var i, h, a;
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for (i = 0; i < hs.length; i++) {
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if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6
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a = h.attributes;
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while (a.length > 0) h.removeAttribute(a[0].name);
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}
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});
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</script>
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<script>/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
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) 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Cv3aCgUIAQgIFID+lAgKCggBbAgIpAgIpAgAAAAD//D/8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA+AmDpkNDWPWXyL9mdYCZv4f/rNuBLoNmQ4mDlzWYP50/ZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V+v4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm/2iKmAVGilucRoYEQJ/JioAAAACAAn/+AS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI+ATQmAZDItoNOAQFOARMXARY7GikT/u13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15/u4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE+Ah4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4+p4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ/gHk5QHZTLQVIAAAAAf/TAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH+qoIHDxH+qf6qEQ8Hgv6lEQYUAyABYRMT/p8RDPn+bxQLDPb3DAsUAZD7DBEAAv/TAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH+qoIHDxH+qf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP+nxEM+f5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU+AT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR+Cg8PCvuCCg8PVWQCo/3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh/doKDw8KAiYKDw/872QDIGT8GGQDIGQETA8K++YKDw8KBBoKD2RkZA8K/qIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX+cBUdHQJtAZAVHR0V/nAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX+cBUdHQRMHRX+cBUdHRUBkBUdHRX+cBUdHRUBkBUd/agdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA/AE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd/nAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3+cB0VyBUdHRXIFR0dFcgVHR0VyBUd/nAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH/oAICLEHFAirBxYB3QI7CAixBxQI/PAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI/vUBCwgIsggVB/70/vQHFQiyCAgBC/71CAiyCBUHAQwBDAcVBDuzCBUH/vT+9AcVCLIICAEL/vUICLIIFQcBDAEMBxUIsggI/vUBDAcAAwAX/+sExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj+1HeOYrSBTU2BAW+zmFhYmLOZWFj+vJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15/tUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF//rBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI+ATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K/qIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V/nAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P/t6WCg8PCpYKDw/+3pYKDw8KlgoPD/7elgoPDwqWCg8PBLAPCvuCCg8PCgR+Cg/+cA8K/RIKDw8KAu4KD/7UDwr+PgoPDwoBwgoPyA8K+goPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ/AjY/ASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ+frJ+BJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF+frEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD/u0DwoBEzspASwBLDsp/UQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT+1PzgKTs7KQMgZP1EArz9RAK8/UQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg/+1A8K+goPrwoFAmoCYAcH/aAICv3BCg8PCgF3/okKDw8KAj8KAAIAZAAAA+gEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V/OAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd/nAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI+ATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb/oxXJyxejFcnL+fDIKD68KDw8K+goPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr+7Q8KMgoPDwoBXgoPAAAAAAL/nAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp/eYBr9EVohTQ/p4b4BsBkP5wBLD+1AEs/nD+1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN/rkNCxS/HQJUMgoPDwr75goPDwoyCg8DhA8EsB0V/j4XEP5wEBABkBAXAcIVHfzgDwr+ogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4+rWm1tbm9bq1ptbW5sBv+jFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K/u0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4+rWm1tbm9bq1ptbW5sBv+jFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf+7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY/AT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX/dQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K/XQYGf5XDB4CBggEDRkBqRkYAowKDsgOC/4+Cw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG/6MVycsXoxXJy/ov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2+DCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ+AjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL/pYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ+AjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L/pcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv+lwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB/AI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA/K4KDw8KA1IKDw/9CDIKDw8KMgoPD9IBwgoPDwr+PgoPD74yCg8PCjIKDw/SAcIKDw8K/j4KDw++MgoPDwoyCg8P0gHCCg8PCv4+Cg8PvjIKDw8KMgoPD9IBwgoPDwr+PgoPDwSwDwr7ggoPDwoEfgoPyA8K/K4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT/tRSdmQpOzspA4QpOzsp/ageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE+ATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH+WwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT++uSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF//tQKDw8KASx03qP9wAwI/jQIDAwIAcwIDAwI/jQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ/AScmND8BNjIXAUEBAgkMDAn+/hUZ+goPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg+EeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY/ATYBQQECCQwMCf7+FRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7+FRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK/RIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd+hGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk/nBkAfQCvMjI/tTIZAJY+7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs/UQBLGRkZAOEZGT+DGRkAfT+1AEsA4RkZGQCWP4MZMgBLAEsyGT+1AEs/tQBLMhkZGT+DP4MAfRk/tRkZGRkyGTI/tQBLMhkZGT+1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI/OD+1AEsyGRkyGRkASzIyMgD6PwYA+j8GAPo/BgD6PwYA+j7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj+MAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI/jAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj+MAgUCP1WAQ8KAwYCqggI/jAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg/9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj//wRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4+/j4dBLAdFfuCAbz+QwR/FR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY/ATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2/kQLEAFOBw45BhcKAcIKFwY+DgdTARABVpYKFgROBBYK/doKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw/+sf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg/+cA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP/agOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE+BAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT+z76Hh76H/u9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K/7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE/AQEDIQMCqQGBFCgSJQkK/l81LBFS/nk6IgsJKjIe/pM4HAwaBwcBj6wBVKIEr/waMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu/VoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU+ATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD+DCk7AQYLFyEaAdc5dWM+Hy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb/K5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK/gy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL/tQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI+AzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn+cAQOIhoWyBkYJhMZCwgyA+j7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI/OCnpwMgpwACACH/tQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ/nAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V/agVHR0VA+gVHR0V/BgVHR0VAyAVHR0V/OAVHR0VBEwVHR0V+7QVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V/UQVHR2zBEwVHR0V+7QVHR3dArwVHR0V/UQVHR2zBEwVHR0V+7QVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V/agVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V/OAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3+6WQVHR0VZBUdHf7pZBUdHRVkFR0d/ulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA/AAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd/tQdFWQVHR0VZBUd/tQdFWQVHR0VZBUd/tQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA/AE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd/tQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3+1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG/5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V/gwVHR3++qfIyAHCASwVHR0V/tQVHR0VAlgVHR0V/agVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd/tQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V/gwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd+7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3+1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH/0SHywsBIT+1AEsA+gsH/12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs/NJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7+4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4+rWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab/G8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ+BQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ/f4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA+hsAgYUFR0OFgoFBmz9BQGQMje7/pApOzspAfQpO8i7o/5wpbm5Azj+lqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp/gwpOzsptsj+tKW5uaUBkKW5/tf+ljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml/nClubkCfwFTCAj+rAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn+DCk7OymZZ6W5uaUBkKW5G/7TBxUH/s4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX+cKW5uQHKAYsHFQdlBwf97QcVB/gHB2UHFQdvCBQETBexOyn+DCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH+AcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE+AQgIFAgBBAcFCqrICggBCAgI/vgICsiqCgUH/vwIFAj++AgFCq/ICgj++AgIAQgICsivCgUDlgEICAj++AgKyK0KBAf+/AcVB/73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ/+MB0VZBUdHQRMHRX+SgHFDggV/BgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ/+MBUP/jAdFWQVHR0ETB0V/koBxQ4IFf5KAcUOCBX8GBUIDgHF/koVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ/+MBUP/hQPDwHsDxUB0A8VBBr8GBUIDgHF/koVCA4B4A4qDgHgDggV/koBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS/NISGRkEMv4OCx4L/g4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2+sgVHR0VyBUdHQGlyBUdHRXIFR0dA+gdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw/+FA8V/jAPFRUPAmQBthUIDv4gDioO/iAOCBUBtv47DggVA+gVCA4AAAH//gACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL+MQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX+OQ4JFAPoFQkP/j4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA+gVCA7+OwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW++4WCQ8B9Q8q/fcD6BUdHRX8GBUdHQQ5/eQPFhYPAhwP/UgdFWQVHR0VZBUdAAEAiP/8A3UESgAFAAAJAgcJAQN1/qABYMX92AIoA4T+n/6fxgIoAiYAAAAAAQE7//wEKARKAAUAAAkBJwkBNwQo/dnGAWH+n8YCI/3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4+rWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX+DBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm/5+HRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI/ARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ+AQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB/IHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm/4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ+AQUiDgMVFDsBFjc+ATMyFhUUBgciDgUHBhY7ATI+AzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ/eMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD/7UDwoyCg/IDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw+5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP/s2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA/AAAAMh4CFA4CIi4CND4BBCIOARQeATI+ATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb/oxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG/6MVycsXoxXJyg2oHB/7ACBQIyggIagcVB0/FBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf+vwcHywcVB2oICE/FBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ+AQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV/t0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA/kAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ/AgoQEP32EBf92hUdHRUCJhcD8f5VDSYN/lUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3+3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN/lUNJg3+VQ0KFQEjHQSwHRX92hcQ/fYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ/AgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN/lUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I/iH+1BUdFQ5e+QgUCGoHB/leDggEsB0V/tQVCA5e+QcHaggUCPleDhX7UB0VASwVCA5e+QcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ/AScmNgP2agcH+V4OCBX+1BUdFQ5e+QgU/QwBLBUdFQ5e+QgUCGoHB/leDggEYGoIFAj5Xg4VHRUBLBUIDl75B/3xHRX+1BUIDl75BwdqCBQI+V4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3+DA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc+BAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP/nDI/nAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe/okKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf+iQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc+ATc+AScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy/t3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U/M0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc+ATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY+BDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA//cAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl+DiINfWjIWCwQMWv3/Iw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP/cAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ+BTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2/VFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP/ngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U/BQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR/plkGhPNzRMaZP6ZERgWDwFrBLBYPv6t/rsOMRQpFA0M+f75XRRAFRAJgIAJEBVAFF0BB/kMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA/AEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk/HxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd/nD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb/kPD/kOFZ/9qP7dFR0dFdECWPEV/amNetEVHR0VASMDGvkPD/kOFfG1jXqfFQSN5g4qDuYOCBWW/agdFWQVHQJYlhUI/piNeh0VZBUd/k3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7/tQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3+1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6+hUdHRX6+hUd/nD+1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB//8A1ARMA8IABQAAAQcJAScBBEzG/p/+n8UCJwGbxwFh/p/HAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH/p8BYQAAAAAC/1EAZAVfA+gAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW/oP+HOYOCBWWAYHX/RIVHZYVCA7mDioD6B0V/dkVDvkPD/kOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3+1B0qHR8SHQYFyTYUHh4EsBYQoiUY/iUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw+1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz+1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY/ATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO+Q8P+Q4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ/5Dg75DxUCWBUDYOUPKQ/lDwkUl5cUCQ/lDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt/BgpOzspA+gpOzv+q2RkZAGQAtwXLSgV/R1kOylkKTs7KWQpO8hkZGRkAAAAA/+cAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k/V0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj+7BAIHBUBUQ76AgQQDw36/tT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM+ATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU+LwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N/rmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI+ARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW+v4+Mv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3+qBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv/tQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo/rgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl+IZJZkMjIBwvoETCEY/qgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX+DBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP/qoHphwOOmQBJYMGGw/LFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7+rRUoog0CDRElCkj+CVkBUxUoMjIBAgIDBQIZFrdT5B0V/gwVHR0VAfQVHQAAAAP/nABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf+qg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH+Jd0PHAaCASZq/qoCUGQVHR0VZBUdHQRP5gEFEBEXC/3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE+AR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN/fMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V/gwVHR0FDm5UaoMGGw/+qgemHA4OAWsfFm4NAQxUAS5U1ssVExIW/jgCCgIJAwcDBQMBDBGSVv6tZAElgwYb/QsdFWQVHR0VZBUdAAP//QAGA+gFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM+BDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX+DBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf+qg8bBgHP/q1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob+7RAX/u0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm/453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX+7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm+jfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm/5AARMQEP7tEBf+7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg+JFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD+7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ+ASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY+ATc+AzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU/OR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg/KhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh+WYcrIgsW/awQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA+gpOzsp/BgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH+1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E/tTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv+DMj+DDspASw7KcgB9Dsp/BgpOwSwOylkOyn+cGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj+L2oHB8deDggV/tQVHRUOXscIFALLXg4VHRX+1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX+1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX+1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5/d8t2gXl6gAcbgv29vv+C/b2/+LS0gIC0gAUwtICAWDg83ETNIMykfegEJ/octICAtIAIdLSAgLSAEqF+f3fLdoF5eoN3y3Z9Xb7/gv29vv+C/BiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf/YAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr+qw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB/0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH/6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6+RAH/SBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg+PqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB/slVVsn+AeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn/8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ/ARYfAQcXAQKru0KNQjgiHR8uEl/3/nvUaRONQkIBGxJpCgmNQkL+5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl/4/nvUahKNQrpCARv+RmkICY1CukL+5UJCjUK7Qjc3LxFf+AGFAAAAAAMAyAAAA+gEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7/Vj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8/RY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT+6dT+zP7oywEz0gEsAQsjDx0qBKH+5g8qHQ8j/vX+1NL+zcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH/s0NBxMtPGQ+i6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ/soCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc+ATM2FjMyNxcOAyMiLgEHDgEPASc+BTc+AScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig/IhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn//wSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF+YOCBWWyJYVCA7mDioBLBYO+g8P+g4WA4QQ+Q4V/HwDhBUO+Q8AAAQAGf//A+gEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI/tTIyAEsArxkZAH0/HwWDvoPD/oOFgOEZMjI/RL6ZJb6ZAAAAAAEABn//wPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO+g8P+g4WA4SW+mSW+mT7UGRkAfRkyMgAAAAEABn//wRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD/oOFgOE/gwBkGT7UGQBkGTIyAAAAAAEABn//wRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD/oOFgOE/gxkAZBkyMj7tAGQZAAAAAAFABn//wSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk/nABkGT+DAH0ASwWDvoPD/oOFgOEyMj+DMj+DMj+DMgABQAZ//8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD+DAH0ZP5wAZBk/tQBLGTIyAEsFg76Dw/6DhYDhMjI/gzI/gzI/gzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P+cKW5uQJn/gwpOzspAfQpOzsETLuj/nClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml/nCju7wCZP4MKTs7KQH0KTs7/m/9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn+DCk7OykB9Ck7gr4MJAy+DAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX+cKW5uQJn/gwpOzspAfQpOzv+FQGQFQsMvgwkDL4MCwRMvKL+cKW5uaUBkKO7yDsp/gwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf+DCk7OykB9Ck7O/77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn+DCk7OykB9Ck7z/0QGBgQ/REAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX+cBUdHRUBwik7Oyn+PhUdHb8BRBAQ/rwQFvoVHR0V+hYETLml/nCluR0VZBUdOykB9Ck7HRVkFR3p/uQOJg7+5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B/vf+8wQMDgkJCQUCUCcn/tIXCAoQSwENuwUJEASeCQoRC/5TBwEjEv7K/sUFDwgLFQnlbm4TFRRWAS/TBhAAAAACAAAAAAT+BEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4+KTs7KQHCFR0dFf5wpbm5AvEBRBAQ/rwQFvoVHR0V+hYETB0VZBUdOyn+DCk7HRVkFR25pQGQpbnp/uQOJg7+5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj+75wpOzspAfQpO8i7o/5wpbm5pQEsBLAdFf5wFQgObf7IDw+NDykPAThtDhX+1Dsp/gwpOzsplMj+1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx/nugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO/oEOJw3+hQ0JFfod/oUD6BUd+7QdA2dkBLAdFf6iFg/+Vg8PAaoPFgFeFR38fB0V+voVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE+AQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n/fkD6BUd+7QdA2dkBJ7+TQ8g+hQeHRX6IQ8BrxAC/H8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB/7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH/fMICAEjCBQIiwcH/dIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY/ASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A+gVHfu0HQNnZAP/jg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V+voVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ/AQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A+gVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3+WB0V+voVHWQyMgACAAT/7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d/sb+cQSs/TMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V+gH0ZMhkZAPo/K4VHQGQ/nAdFQPoFB7+1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC/tVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf+XAgUCMoICGoHFQdPASkHFQPolf7VXwkJk/5wHRUD6BQe/tQBLMjI/c5qBxUH/lsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72/reWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw+Dgw8PRg8pD4ODDykD6P7zZ4YPAw7+9v5wHRUD6BQe/tQBLMjI/YxGDykPg4MPKQ9GDw+Dgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM/qIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA+j+1B0Vlv5wHRUD6BQe/tQBLMjI/agdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75/m6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P/vf+cB0VA+gUHv7UASzIyP2F5Q8V+hQeHhT6FQ/lDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd+1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U/doVHR0VAib+1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX+cAGQFf0vMhUdHRUyyGRk/oL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI/oUdFWQVHcjI/cvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ+AzMyFh8BETMRPAE+AjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX+4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH/uuFR0dFQGNAQgbHzUeAWcfRJEZDA3+Phw/MSkLC/5BFR0dFQG/BA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn+DBlL/nAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr+diUNODgBBQoUDgN4FhkBAjg4DSX+dgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn+2cj+cGQBd/4lASwpOzsp/tQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn+DCk7OykB9Ck7ZMjI/veFo4XGyMhm+BUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE+BRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB/LimdWQ/LAkJHRTKFB2N/sKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V+7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy/tEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI/OAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7/Rv+1DspZCk7BEw7KfwYA+gpO/7UOyn9RAK8KTv84AGQKTs7KQAAAAAF/5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8/UR8sLAYA4T+DMjI/tTIyAEsAZBkyMhkZARMsHz+DHywsHwB9HywyP1EArzIZP7UZGQBLGT+1GQB9GT+1AEsAAAABf+cAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE/gxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI/UQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP+cAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj+1AEsAZDIyP7UASwETLB8/gx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP+cAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE/gz+1AEsAZD+1ARMsHz+DHywsHwB9HywyP1EArz+DJaWlpYBLAAAAAX/nAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8/gx8sLB8AfR8sMj9RAK8/agB9GRWQUFUASz+1FRBQVYAAAAF/5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8/UR8sLAYA4T+DMjI/tTIyAEsAZBkZMjIZGQETLB8/gx8sLB8AfR8sMj9RAK8yGT+1GRkASz+DAGQZP4MZAAG/5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8/UR8sLAYA4T9RMj+1GQCWGRkyP2oZAEsZGQETLB8/gx8sLB8AfR8sMj9RAK8yP5wAfT+DAGQZMjIyP7UZAAF/5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8/UR8sLAYA4T+DMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI/UQCvP5wyDLIlmT+DAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz+1AEs/tRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv/y/50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V/tQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi/bMPCv7tFxD0EBD0EBcBEwoPAAAAAAL/8v+cBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr+hg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ+teGOkHAFoEBD+k3NPRWsOExNkqWP9kuQQF/7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD+8qr+8qr+1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3+s/7U/tRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd/tQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd+x5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc+ATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ/j0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb/7V/tVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s/oQPCgI/ASzIZKLU1KJktP51Cg8DhA8KwwMg/oTIyALzCg/+1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz+ov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9+AFe/doERwoP/tTI/HzIyNT+ZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT+ogHCJCsRBP5w/nAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX+1BUdHRUyHQFzKTs7Kf2oARP2/ro7KVg+ASw+WP201MjIBEwdFTIdFWQVHR0VZBUdMhUd+pY7KfzgKTsE9gFGAUQpO5Y+WFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG/2oKTs7KVg+ASw+WAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd+pY7Kf4M/tQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP/ogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs+wQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf+TB0U/tIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K+goPDwr6Cg8PCvoKDw8BmvoKDw8K+goPD/zq+goPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K+goPD/zq+goPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K+goPDwRMDwqWCg8PCpYKD/7UDwqWCg8PCpYKDw8KlgoPDwqWCg/+1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD/7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko/PwoKUIcMT4BXmRkyP4+ArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3+1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq/9WrIiCikBSAOvArwVHR0VlgET/EoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb+lR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf+vCcrI/7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW/us5Okxra0w6Of5yHSodZGQdKh3+1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ/68Jysj/s0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2+jGv4KOTpMa2tMOjn+ch0qHWRkHSod/tQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ+AjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz+1CU/P00T/e48PUJtj0r+ogK8FR0dFQ2K/EqJDBUdHbMETBUd+1AdBLChizlmUT9IGVO9VFShdksE/H4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA+gFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U/5wU3V1BRQ7KU4aXDYyMjZcGk4p/kc2LmRkZGRkU3V1UwGQU3UAAAMAZP//BEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr+5eANGiUNWP30Vw0mGg3g/t8KDw8BqmQBRGQETB0V/gwVHR0VAfQVHf1EDwoyCg/gDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn+1AEsKTv+DDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg/4f/fsgIAEnH1n+rAFWAS/+q6IDIBUd/HwdBI39VR9ZH4MCBh9ZHwEoH/5u/qoBMAFV/BsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV/nAVJwi9CBMVAnEdKh19FROo/a0dFTIdFTDILxUdMhUdAocB+hMcHBP+BhMclhUdHRWWHP2MMhUdMhUdASz+1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr+if7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD/7UyP4M/cEKDw8KA7YKD/7UyAAC/5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc+ARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF+goPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb/nP/mBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL/CtqQ0geZgM3FR0cE/0fFyIJKjr+1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g+yD5YrBwVODMQEAtEERzJLUAtLUD+24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz++QFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg/+1MgVHR0LCgQOIhoW/nDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb+YDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj/sIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn+PilUrAFINhWWFTYFFKxn/gwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn+PilUrAFINhWWFTYFFJaz/kIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO/YL+hk5klpZkAQEBBQQvkwKCAVz+ov6iAV4BXgL//uWqPOCWx5SVyJb6BA0GCgYDKEEBG/1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz+yFh8WFh8/shYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP/nAPCpYKDw8KlgoP/nAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o/4Mpbm5Asv9qCk7OykCWCk7O/2xAfQVHR0V/gwVHR1HAZAEsLuj/gylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX+1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA+gVHR0VMjIVHR0VMjIVHR0VMjIVHR0V/BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA+gEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8/V1c/P/75fLB8sAK8sHyw/cB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy/sCwfLB8fLB8sP7UsHywfHywfLD+05AVHR0VjgQAAAH/tQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8I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t=V(this),e=t.uniqueId().attr("id"),i=t.next(),s=i.uniqueId().attr("id");t.attr("aria-controls",s),i.attr("aria-labelledby",e)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(t.event),"fill"===e?(i=s.height(),this.element.siblings(":visible").each(function(){var t=V(this),e=t.css("position");"absolute"!==e&&"fixed"!==e&&(i-=t.outerHeight(!0))}),this.headers.each(function(){i-=V(this).outerHeight(!0)}),this.headers.next().each(function(){V(this).height(Math.max(0,i-V(this).innerHeight()+V(this).height()))}).css("overflow","auto")):"auto"===e&&(i=0,this.headers.next().each(function(){var t=V(this).is(":visible");t||V(this).show(),i=Math.max(i,V(this).css("height","").height()),t||V(this).hide()}).height(i))},_activate:function(t){t=this._findActive(t)[0];t!==this.active[0]&&(t=t||this.active[0],this._eventHandler({target:t,currentTarget:t,preventDefault:V.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):V()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&V.each(t.split(" "),function(t,e){i[e]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var 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e=t.newPanel,i=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=e,this.prevHide=i,this.options.animate?this._animate(e,i,t):(i.hide(),e.show(),this._toggleComplete(t)),i.attr({"aria-hidden":"true"}),i.prev().attr({"aria-selected":"false","aria-expanded":"false"}),e.length&&i.length?i.prev().attr({tabIndex:-1,"aria-expanded":"false"}):e.length&&this.headers.filter(function(){return 0===parseInt(V(this).attr("tabIndex"),10)}).attr("tabIndex",-1),e.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(t,i,e){var s,n,o,a=this,r=0,l=t.css("box-sizing"),h=t.length&&(!i.length||t.index()<i.index()),c=this.options.animate||{},u=h&&c.down||c,h=function(){a._toggleComplete(e)};return n=(n="string"==typeof u?u:n)||u.easing||c.easing,o=(o="number"==typeof u?u:o)||u.duration||c.duration,i.length?t.length?(s=t.show().outerHeight(),i.animate(this.hideProps,{duration:o,easing:n,step:function(t,e){e.now=Math.round(t)}}),void t.hide().animate(this.showProps,{duration:o,easing:n,complete:h,step:function(t,e){e.now=Math.round(t),"height"!==e.prop?"content-box"===l&&(r+=e.now):"content"!==a.options.heightStyle&&(e.now=Math.round(s-i.outerHeight()-r),r=0)}})):i.animate(this.hideProps,o,n,h):t.animate(this.showProps,o,n,h)},_toggleComplete:function(t){var e=t.oldPanel,i=e.prev();this._removeClass(e,"ui-accordion-content-active"),this._removeClass(i,"ui-accordion-header-active")._addClass(i,"ui-accordion-header-collapsed"),e.length&&(e.parent()[0].className=e.parent()[0].className),this._trigger("activate",null,t)}}),V.ui.safeActiveElement=function(e){var i;try{i=e.activeElement}catch(t){i=e.body}return i=!(i=i||e.body).nodeName?e.body:i},V.widget("ui.menu",{version:"1.13.2",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-caret-1-e"},items:"> *",menus:"ul",position:{my:"left top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.lastMousePosition={x:null,y:null},this.element.uniqueId().attr({role:this.options.role,tabIndex:0}),this._addClass("ui-menu","ui-widget ui-widget-content"),this._on({"mousedown .ui-menu-item":function(t){t.preventDefault(),this._activateItem(t)},"click .ui-menu-item":function(t){var e=V(t.target),i=V(V.ui.safeActiveElement(this.document[0]));!this.mouseHandled&&e.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),e.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&i.closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":"_activateItem","mousemove .ui-menu-item":"_activateItem",mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(t,e){var i=this.active||this._menuItems().first();e||this.focus(t,i)},blur:function(t){this._delay(function(){V.contains(this.element[0],V.ui.safeActiveElement(this.document[0]))||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(t){this._closeOnDocumentClick(t)&&this.collapseAll(t,!0),this.mouseHandled=!1}})},_activateItem:function(t){var e,i;this.previousFilter||t.clientX===this.lastMousePosition.x&&t.clientY===this.lastMousePosition.y||(this.lastMousePosition={x:t.clientX,y:t.clientY},e=V(t.target).closest(".ui-menu-item"),i=V(t.currentTarget),e[0]===i[0]&&(i.is(".ui-state-active")||(this._removeClass(i.siblings().children(".ui-state-active"),null,"ui-state-active"),this.focus(t,i))))},_destroy:function(){var t=this.element.find(".ui-menu-item").removeAttr("role aria-disabled").children(".ui-menu-item-wrapper").removeUniqueId().removeAttr("tabIndex role aria-haspopup");this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeAttr("role aria-labelledby aria-expanded aria-hidden aria-disabled tabIndex").removeUniqueId().show(),t.children().each(function(){var t=V(this);t.data("ui-menu-submenu-caret")&&t.remove()})},_keydown:function(t){var e,i,s,n=!0;switch(t.keyCode){case V.ui.keyCode.PAGE_UP:this.previousPage(t);break;case V.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case V.ui.keyCode.HOME:this._move("first","first",t);break;case V.ui.keyCode.END:this._move("last","last",t);break;case V.ui.keyCode.UP:this.previous(t);break;case V.ui.keyCode.DOWN:this.next(t);break;case V.ui.keyCode.LEFT:this.collapse(t);break;case V.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case V.ui.keyCode.ENTER:case V.ui.keyCode.SPACE:this._activate(t);break;case V.ui.keyCode.ESCAPE:this.collapse(t);break;default:e=this.previousFilter||"",s=n=!1,i=96<=t.keyCode&&t.keyCode<=105?(t.keyCode-96).toString():String.fromCharCode(t.keyCode),clearTimeout(this.filterTimer),i===e?s=!0:i=e+i,e=this._filterMenuItems(i),(e=s&&-1!==e.index(this.active.next())?this.active.nextAll(".ui-menu-item"):e).length||(i=String.fromCharCode(t.keyCode),e=this._filterMenuItems(i)),e.length?(this.focus(t,e),this.previousFilter=i,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}n&&t.preventDefault()},_activate:function(t){this.active&&!this.active.is(".ui-state-disabled")&&(this.active.children("[aria-haspopup='true']").length?this.expand(t):this.select(t))},refresh:function(){var t,e,s=this,n=this.options.icons.submenu,i=this.element.find(this.options.menus);this._toggleClass("ui-menu-icons",null,!!this.element.find(".ui-icon").length),e=i.filter(":not(.ui-menu)").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=V(this),e=t.prev(),i=V("<span>").data("ui-menu-submenu-caret",!0);s._addClass(i,"ui-menu-icon","ui-icon "+n),e.attr("aria-haspopup","true").prepend(i),t.attr("aria-labelledby",e.attr("id"))}),this._addClass(e,"ui-menu","ui-widget ui-widget-content ui-front"),(t=i.add(this.element).find(this.options.items)).not(".ui-menu-item").each(function(){var t=V(this);s._isDivider(t)&&s._addClass(t,"ui-menu-divider","ui-widget-content")}),i=(e=t.not(".ui-menu-item, .ui-menu-divider")).children().not(".ui-menu").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),this._addClass(e,"ui-menu-item")._addClass(i,"ui-menu-item-wrapper"),t.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!V.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(t,e){var i;"icons"===t&&(i=this.element.find(".ui-menu-icon"),this._removeClass(i,null,this.options.icons.submenu)._addClass(i,null,e.submenu)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this.element.attr("aria-disabled",String(t)),this._toggleClass(null,"ui-state-disabled",!!t)},focus:function(t,e){var i;this.blur(t,t&&"focus"===t.type),this._scrollIntoView(e),this.active=e.first(),i=this.active.children(".ui-menu-item-wrapper"),this._addClass(i,null,"ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",i.attr("id")),i=this.active.parent().closest(".ui-menu-item").children(".ui-menu-item-wrapper"),this._addClass(i,null,"ui-state-active"),t&&"keydown"===t.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),(i=e.children(".ui-menu")).length&&t&&/^mouse/.test(t.type)&&this._startOpening(i),this.activeMenu=e.parent(),this._trigger("focus",t,{item:e})},_scrollIntoView:function(t){var e,i,s;this._hasScroll()&&(i=parseFloat(V.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(V.css(this.activeMenu[0],"paddingTop"))||0,e=t.offset().top-this.activeMenu.offset().top-i-s,i=this.activeMenu.scrollTop(),s=this.activeMenu.height(),t=t.outerHeight(),e<0?this.activeMenu.scrollTop(i+e):s<e+t&&this.activeMenu.scrollTop(i+e-s+t))},blur:function(t,e){e||clearTimeout(this.timer),this.active&&(this._removeClass(this.active.children(".ui-menu-item-wrapper"),null,"ui-state-active"),this._trigger("blur",t,{item:this.active}),this.active=null)},_startOpening:function(t){clearTimeout(this.timer),"true"===t.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(t)},this.delay))},_open:function(t){var e=V.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(e)},collapseAll:function(e,i){clearTimeout(this.timer),this.timer=this._delay(function(){var t=i?this.element:V(e&&e.target).closest(this.element.find(".ui-menu"));t.length||(t=this.element),this._close(t),this.blur(e),this._removeClass(t.find(".ui-state-active"),null,"ui-state-active"),this.activeMenu=t},i?0:this.delay)},_close:function(t){(t=t||(this.active?this.active.parent():this.element)).find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false")},_closeOnDocumentClick:function(t){return!V(t.target).closest(".ui-menu").length},_isDivider:function(t){return!/[^\-\u2014\u2013\s]/.test(t.text())},collapse:function(t){var e=this.active&&this.active.parent().closest(".ui-menu-item",this.element);e&&e.length&&(this._close(),this.focus(t,e))},expand:function(t){var e=this.active&&this._menuItems(this.active.children(".ui-menu")).first();e&&e.length&&(this._open(e.parent()),this._delay(function(){this.focus(t,e)}))},next:function(t){this._move("next","first",t)},previous:function(t){this._move("prev","last",t)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_menuItems:function(t){return(t||this.element).find(this.options.items).filter(".ui-menu-item")},_move:function(t,e,i){var s;(s=this.active?"first"===t||"last"===t?this.active["first"===t?"prevAll":"nextAll"](".ui-menu-item").last():this.active[t+"All"](".ui-menu-item").first():s)&&s.length&&this.active||(s=this._menuItems(this.activeMenu)[e]()),this.focus(i,s)},nextPage:function(t){var e,i,s;this.active?this.isLastItem()||(this._hasScroll()?(i=this.active.offset().top,s=this.element.innerHeight(),0===V.fn.jquery.indexOf("3.2.")&&(s+=this.element[0].offsetHeight-this.element.outerHeight()),this.active.nextAll(".ui-menu-item").each(function(){return(e=V(this)).offset().top-i-s<0}),this.focus(t,e)):this.focus(t,this._menuItems(this.activeMenu)[this.active?"last":"first"]())):this.next(t)},previousPage:function(t){var e,i,s;this.active?this.isFirstItem()||(this._hasScroll()?(i=this.active.offset().top,s=this.element.innerHeight(),0===V.fn.jquery.indexOf("3.2.")&&(s+=this.element[0].offsetHeight-this.element.outerHeight()),this.active.prevAll(".ui-menu-item").each(function(){return 0<(e=V(this)).offset().top-i+s}),this.focus(t,e)):this.focus(t,this._menuItems(this.activeMenu).first())):this.next(t)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||V(t.target).closest(".ui-menu-item");var e={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,e)},_filterMenuItems:function(t){var t=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),e=new RegExp("^"+t,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return e.test(String.prototype.trim.call(V(this).children(".ui-menu-item-wrapper").text()))})}});V.widget("ui.autocomplete",{version:"1.13.2",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,liveRegionTimer:null,_create:function(){var i,s,n,t=this.element[0].nodeName.toLowerCase(),e="textarea"===t,t="input"===t;this.isMultiLine=e||!t&&this._isContentEditable(this.element),this.valueMethod=this.element[e||t?"val":"text"],this.isNewMenu=!0,this._addClass("ui-autocomplete-input"),this.element.attr("autocomplete","off"),this._on(this.element,{keydown:function(t){if(this.element.prop("readOnly"))s=n=i=!0;else{s=n=i=!1;var e=V.ui.keyCode;switch(t.keyCode){case e.PAGE_UP:i=!0,this._move("previousPage",t);break;case e.PAGE_DOWN:i=!0,this._move("nextPage",t);break;case e.UP:i=!0,this._keyEvent("previous",t);break;case e.DOWN:i=!0,this._keyEvent("next",t);break;case e.ENTER:this.menu.active&&(i=!0,t.preventDefault(),this.menu.select(t));break;case e.TAB:this.menu.active&&this.menu.select(t);break;case e.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(t),t.preventDefault());break;default:s=!0,this._searchTimeout(t)}}},keypress:function(t){if(i)return i=!1,void(this.isMultiLine&&!this.menu.element.is(":visible")||t.preventDefault());if(!s){var e=V.ui.keyCode;switch(t.keyCode){case e.PAGE_UP:this._move("previousPage",t);break;case e.PAGE_DOWN:this._move("nextPage",t);break;case e.UP:this._keyEvent("previous",t);break;case e.DOWN:this._keyEvent("next",t)}}},input:function(t){if(n)return n=!1,void t.preventDefault();this._searchTimeout(t)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(t){clearTimeout(this.searching),this.close(t),this._change(t)}}),this._initSource(),this.menu=V("<ul>").appendTo(this._appendTo()).menu({role:null}).hide().attr({unselectable:"on"}).menu("instance"),this._addClass(this.menu.element,"ui-autocomplete","ui-front"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault()},menufocus:function(t,e){var i,s;if(this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type)))return this.menu.blur(),void this.document.one("mousemove",function(){V(t.target).trigger(t.originalEvent)});s=e.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:s})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(s.value),(i=e.item.attr("aria-label")||s.value)&&String.prototype.trim.call(i).length&&(clearTimeout(this.liveRegionTimer),this.liveRegionTimer=this._delay(function(){this.liveRegion.html(V("<div>").text(i))},100))},menuselect:function(t,e){var i=e.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==V.ui.safeActiveElement(this.document[0])&&(this.element.trigger("focus"),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&&this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=V("<div>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).appendTo(this.document[0].body),this._addClass(this.liveRegion,null,"ui-helper-hidden-accessible"),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&&this._initSource(),"appendTo"===t&&this.menu.element.appendTo(this._appendTo()),"disabled"===t&&e&&this.xhr&&this.xhr.abort()},_isEventTargetInWidget:function(t){var e=this.menu.element[0];return t.target===this.element[0]||t.target===e||V.contains(e,t.target)},_closeOnClickOutside:function(t){this._isEventTargetInWidget(t)||this.close()},_appendTo:function(){var t=this.options.appendTo;return t=!(t=!(t=t&&(t.jquery||t.nodeType?V(t):this.document.find(t).eq(0)))||!t[0]?this.element.closest(".ui-front, dialog"):t).length?this.document[0].body:t},_initSource:function(){var i,s,n=this;Array.isArray(this.options.source)?(i=this.options.source,this.source=function(t,e){e(V.ui.autocomplete.filter(i,t.term))}):"string"==typeof this.options.source?(s=this.options.source,this.source=function(t,e){n.xhr&&n.xhr.abort(),n.xhr=V.ajax({url:s,data:t,dataType:"json",success:function(t){e(t)},error:function(){e([])}})}):this.source=this.options.source},_searchTimeout:function(s){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),e=this.menu.element.is(":visible"),i=s.altKey||s.ctrlKey||s.metaKey||s.shiftKey;t&&(e||i)||(this.selectedItem=null,this.search(null,s))},this.options.delay)},search:function(t,e){return t=null!=t?t:this._value(),this.term=this._value(),t.length<this.options.minLength?this.close(e):!1!==this._trigger("search",e)?this._search(t):void 0},_search:function(t){this.pending++,this._addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:t},this._response())},_response:function(){var e=++this.requestIndex;return function(t){e===this.requestIndex&&this.__response(t),this.pending--,this.pending||this._removeClass("ui-autocomplete-loading")}.bind(this)},__response:function(t){t=t&&this._normalize(t),this._trigger("response",null,{content:t}),!this.options.disabled&&t&&t.length&&!this.cancelSearch?(this._suggest(t),this._trigger("open")):this._close()},close:function(t){this.cancelSearch=!0,this._close(t)},_close:function(t){this._off(this.document,"mousedown"),this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",t))},_change:function(t){this.previous!==this._value()&&this._trigger("change",t,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:V.map(t,function(t){return"string"==typeof t?{label:t,value:t}:V.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var e=this.menu.element.empty();this._renderMenu(e,t),this.isNewMenu=!0,this.menu.refresh(),e.show(),this._resizeMenu(),e.position(V.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next(),this._on(this.document,{mousedown:"_closeOnClickOutside"})},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(i,t){var s=this;V.each(t,function(t,e){s._renderItemData(i,e)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(t,e){return V("<li>").append(V("<div>").text(e.label)).appendTo(t)},_move:function(t,e){if(this.menu.element.is(":visible"))return this.menu.isFirstItem()&&/^previous/.test(t)||this.menu.isLastItem()&&/^next/.test(t)?(this.isMultiLine||this._value(this.term),void this.menu.blur()):void this.menu[t](e);this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){this.isMultiLine&&!this.menu.element.is(":visible")||(this._move(t,e),e.preventDefault())},_isContentEditable:function(t){if(!t.length)return!1;var e=t.prop("contentEditable");return"inherit"===e?this._isContentEditable(t.parent()):"true"===e}}),V.extend(V.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,e){var i=new RegExp(V.ui.autocomplete.escapeRegex(e),"i");return V.grep(t,function(t){return i.test(t.label||t.value||t)})}}),V.widget("ui.autocomplete",V.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(1<t?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,clearTimeout(this.liveRegionTimer),this.liveRegionTimer=this._delay(function(){this.liveRegion.html(V("<div>").text(e))},100))}});V.ui.autocomplete;var tt=/ui-corner-([a-z]){2,6}/g;V.widget("ui.controlgroup",{version:"1.13.2",defaultElement:"<div>",options:{direction:"horizontal",disabled:null,onlyVisible:!0,items:{button:"input[type=button], input[type=submit], input[type=reset], button, a",controlgroupLabel:".ui-controlgroup-label",checkboxradio:"input[type='checkbox'], input[type='radio']",selectmenu:"select",spinner:".ui-spinner-input"}},_create:function(){this._enhance()},_enhance:function(){this.element.attr("role","toolbar"),this.refresh()},_destroy:function(){this._callChildMethod("destroy"),this.childWidgets.removeData("ui-controlgroup-data"),this.element.removeAttr("role"),this.options.items.controlgroupLabel&&this.element.find(this.options.items.controlgroupLabel).find(".ui-controlgroup-label-contents").contents().unwrap()},_initWidgets:function(){var o=this,a=[];V.each(this.options.items,function(s,t){var e,n={};if(t)return"controlgroupLabel"===s?((e=o.element.find(t)).each(function(){var t=V(this);t.children(".ui-controlgroup-label-contents").length||t.contents().wrapAll("<span class='ui-controlgroup-label-contents'></span>")}),o._addClass(e,null,"ui-widget ui-widget-content ui-state-default"),void(a=a.concat(e.get()))):void(V.fn[s]&&(n=o["_"+s+"Options"]?o["_"+s+"Options"]("middle"):{classes:{}},o.element.find(t).each(function(){var t=V(this),e=t[s]("instance"),i=V.widget.extend({},n);"button"===s&&t.parent(".ui-spinner").length||((e=e||t[s]()[s]("instance"))&&(i.classes=o._resolveClassesValues(i.classes,e)),t[s](i),i=t[s]("widget"),V.data(i[0],"ui-controlgroup-data",e||t[s]("instance")),a.push(i[0]))})))}),this.childWidgets=V(V.uniqueSort(a)),this._addClass(this.childWidgets,"ui-controlgroup-item")},_callChildMethod:function(e){this.childWidgets.each(function(){var t=V(this).data("ui-controlgroup-data");t&&t[e]&&t[e]()})},_updateCornerClass:function(t,e){e=this._buildSimpleOptions(e,"label").classes.label;this._removeClass(t,null,"ui-corner-top ui-corner-bottom ui-corner-left ui-corner-right ui-corner-all"),this._addClass(t,null,e)},_buildSimpleOptions:function(t,e){var i="vertical"===this.options.direction,s={classes:{}};return s.classes[e]={middle:"",first:"ui-corner-"+(i?"top":"left"),last:"ui-corner-"+(i?"bottom":"right"),only:"ui-corner-all"}[t],s},_spinnerOptions:function(t){t=this._buildSimpleOptions(t,"ui-spinner");return t.classes["ui-spinner-up"]="",t.classes["ui-spinner-down"]="",t},_buttonOptions:function(t){return this._buildSimpleOptions(t,"ui-button")},_checkboxradioOptions:function(t){return this._buildSimpleOptions(t,"ui-checkboxradio-label")},_selectmenuOptions:function(t){var e="vertical"===this.options.direction;return{width:e&&"auto",classes:{middle:{"ui-selectmenu-button-open":"","ui-selectmenu-button-closed":""},first:{"ui-selectmenu-button-open":"ui-corner-"+(e?"top":"tl"),"ui-selectmenu-button-closed":"ui-corner-"+(e?"top":"left")},last:{"ui-selectmenu-button-open":e?"":"ui-corner-tr","ui-selectmenu-button-closed":"ui-corner-"+(e?"bottom":"right")},only:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"}}[t]}},_resolveClassesValues:function(i,s){var n={};return V.each(i,function(t){var e=s.options.classes[t]||"",e=String.prototype.trim.call(e.replace(tt,""));n[t]=(e+" "+i[t]).replace(/\s+/g," ")}),n},_setOption:function(t,e){"direction"===t&&this._removeClass("ui-controlgroup-"+this.options.direction),this._super(t,e),"disabled"!==t?this.refresh():this._callChildMethod(e?"disable":"enable")},refresh:function(){var n,o=this;this._addClass("ui-controlgroup ui-controlgroup-"+this.options.direction),"horizontal"===this.options.direction&&this._addClass(null,"ui-helper-clearfix"),this._initWidgets(),n=this.childWidgets,(n=this.options.onlyVisible?n.filter(":visible"):n).length&&(V.each(["first","last"],function(t,e){var i,s=n[e]().data("ui-controlgroup-data");s&&o["_"+s.widgetName+"Options"]?((i=o["_"+s.widgetName+"Options"](1===n.length?"only":e)).classes=o._resolveClassesValues(i.classes,s),s.element[s.widgetName](i)):o._updateCornerClass(n[e](),e)}),this._callChildMethod("refresh"))}});V.widget("ui.checkboxradio",[V.ui.formResetMixin,{version:"1.13.2",options:{disabled:null,label:null,icon:!0,classes:{"ui-checkboxradio-label":"ui-corner-all","ui-checkboxradio-icon":"ui-corner-all"}},_getCreateOptions:function(){var t,e=this._super()||{};return this._readType(),t=this.element.labels(),this.label=V(t[t.length-1]),this.label.length||V.error("No label found for checkboxradio widget"),this.originalLabel="",(t=this.label.contents().not(this.element[0])).length&&(this.originalLabel+=t.clone().wrapAll("<div></div>").parent().html()),this.originalLabel&&(e.label=this.originalLabel),null!=(t=this.element[0].disabled)&&(e.disabled=t),e},_create:function(){var t=this.element[0].checked;this._bindFormResetHandler(),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled),this._setOption("disabled",this.options.disabled),this._addClass("ui-checkboxradio","ui-helper-hidden-accessible"),this._addClass(this.label,"ui-checkboxradio-label","ui-button ui-widget"),"radio"===this.type&&this._addClass(this.label,"ui-checkboxradio-radio-label"),this.options.label&&this.options.label!==this.originalLabel?this._updateLabel():this.originalLabel&&(this.options.label=this.originalLabel),this._enhance(),t&&this._addClass(this.label,"ui-checkboxradio-checked","ui-state-active"),this._on({change:"_toggleClasses",focus:function(){this._addClass(this.label,null,"ui-state-focus ui-visual-focus")},blur:function(){this._removeClass(this.label,null,"ui-state-focus ui-visual-focus")}})},_readType:function(){var t=this.element[0].nodeName.toLowerCase();this.type=this.element[0].type,"input"===t&&/radio|checkbox/.test(this.type)||V.error("Can't create checkboxradio on element.nodeName="+t+" and element.type="+this.type)},_enhance:function(){this._updateIcon(this.element[0].checked)},widget:function(){return this.label},_getRadioGroup:function(){var t=this.element[0].name,e="input[name='"+V.escapeSelector(t)+"']";return t?(this.form.length?V(this.form[0].elements).filter(e):V(e).filter(function(){return 0===V(this)._form().length})).not(this.element):V([])},_toggleClasses:function(){var t=this.element[0].checked;this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),this.options.icon&&"checkbox"===this.type&&this._toggleClass(this.icon,null,"ui-icon-check ui-state-checked",t)._toggleClass(this.icon,null,"ui-icon-blank",!t),"radio"===this.type&&this._getRadioGroup().each(function(){var t=V(this).checkboxradio("instance");t&&t._removeClass(t.label,"ui-checkboxradio-checked","ui-state-active")})},_destroy:function(){this._unbindFormResetHandler(),this.icon&&(this.icon.remove(),this.iconSpace.remove())},_setOption:function(t,e){if("label"!==t||e){if(this._super(t,e),"disabled"===t)return this._toggleClass(this.label,null,"ui-state-disabled",e),void(this.element[0].disabled=e);this.refresh()}},_updateIcon:function(t){var e="ui-icon ui-icon-background ";this.options.icon?(this.icon||(this.icon=V("<span>"),this.iconSpace=V("<span> </span>"),this._addClass(this.iconSpace,"ui-checkboxradio-icon-space")),"checkbox"===this.type?(e+=t?"ui-icon-check ui-state-checked":"ui-icon-blank",this._removeClass(this.icon,null,t?"ui-icon-blank":"ui-icon-check")):e+="ui-icon-blank",this._addClass(this.icon,"ui-checkboxradio-icon",e),t||this._removeClass(this.icon,null,"ui-icon-check ui-state-checked"),this.icon.prependTo(this.label).after(this.iconSpace)):void 0!==this.icon&&(this.icon.remove(),this.iconSpace.remove(),delete this.icon)},_updateLabel:function(){var t=this.label.contents().not(this.element[0]);this.icon&&(t=t.not(this.icon[0])),(t=this.iconSpace?t.not(this.iconSpace[0]):t).remove(),this.label.append(this.options.label)},refresh:function(){var t=this.element[0].checked,e=this.element[0].disabled;this._updateIcon(t),this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),null!==this.options.label&&this._updateLabel(),e!==this.options.disabled&&this._setOptions({disabled:e})}}]);var et;V.ui.checkboxradio;V.widget("ui.button",{version:"1.13.2",defaultElement:"<button>",options:{classes:{"ui-button":"ui-corner-all"},disabled:null,icon:null,iconPosition:"beginning",label:null,showLabel:!0},_getCreateOptions:function(){var t,e=this._super()||{};return this.isInput=this.element.is("input"),null!=(t=this.element[0].disabled)&&(e.disabled=t),this.originalLabel=this.isInput?this.element.val():this.element.html(),this.originalLabel&&(e.label=this.originalLabel),e},_create:function(){!this.option.showLabel&!this.options.icon&&(this.options.showLabel=!0),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled||!1),this.hasTitle=!!this.element.attr("title"),this.options.label&&this.options.label!==this.originalLabel&&(this.isInput?this.element.val(this.options.label):this.element.html(this.options.label)),this._addClass("ui-button","ui-widget"),this._setOption("disabled",this.options.disabled),this._enhance(),this.element.is("a")&&this._on({keyup:function(t){t.keyCode===V.ui.keyCode.SPACE&&(t.preventDefault(),this.element[0].click?this.element[0].click():this.element.trigger("click"))}})},_enhance:function(){this.element.is("button")||this.element.attr("role","button"),this.options.icon&&(this._updateIcon("icon",this.options.icon),this._updateTooltip())},_updateTooltip:function(){this.title=this.element.attr("title"),this.options.showLabel||this.title||this.element.attr("title",this.options.label)},_updateIcon:function(t,e){var i="iconPosition"!==t,s=i?this.options.iconPosition:e,t="top"===s||"bottom"===s;this.icon?i&&this._removeClass(this.icon,null,this.options.icon):(this.icon=V("<span>"),this._addClass(this.icon,"ui-button-icon","ui-icon"),this.options.showLabel||this._addClass("ui-button-icon-only")),i&&this._addClass(this.icon,null,e),this._attachIcon(s),t?(this._addClass(this.icon,null,"ui-widget-icon-block"),this.iconSpace&&this.iconSpace.remove()):(this.iconSpace||(this.iconSpace=V("<span> </span>"),this._addClass(this.iconSpace,"ui-button-icon-space")),this._removeClass(this.icon,null,"ui-wiget-icon-block"),this._attachIconSpace(s))},_destroy:function(){this.element.removeAttr("role"),this.icon&&this.icon.remove(),this.iconSpace&&this.iconSpace.remove(),this.hasTitle||this.element.removeAttr("title")},_attachIconSpace:function(t){this.icon[/^(?:end|bottom)/.test(t)?"before":"after"](this.iconSpace)},_attachIcon:function(t){this.element[/^(?:end|bottom)/.test(t)?"append":"prepend"](this.icon)},_setOptions:function(t){var e=(void 0===t.showLabel?this.options:t).showLabel,i=(void 0===t.icon?this.options:t).icon;e||i||(t.showLabel=!0),this._super(t)},_setOption:function(t,e){"icon"===t&&(e?this._updateIcon(t,e):this.icon&&(this.icon.remove(),this.iconSpace&&this.iconSpace.remove())),"iconPosition"===t&&this._updateIcon(t,e),"showLabel"===t&&(this._toggleClass("ui-button-icon-only",null,!e),this._updateTooltip()),"label"===t&&(this.isInput?this.element.val(e):(this.element.html(e),this.icon&&(this._attachIcon(this.options.iconPosition),this._attachIconSpace(this.options.iconPosition)))),this._super(t,e),"disabled"===t&&(this._toggleClass(null,"ui-state-disabled",e),(this.element[0].disabled=e)&&this.element.trigger("blur"))},refresh:function(){var t=this.element.is("input, button")?this.element[0].disabled:this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOptions({disabled:t}),this._updateTooltip()}}),!1!==V.uiBackCompat&&(V.widget("ui.button",V.ui.button,{options:{text:!0,icons:{primary:null,secondary:null}},_create:function(){this.options.showLabel&&!this.options.text&&(this.options.showLabel=this.options.text),!this.options.showLabel&&this.options.text&&(this.options.text=this.options.showLabel),this.options.icon||!this.options.icons.primary&&!this.options.icons.secondary?this.options.icon&&(this.options.icons.primary=this.options.icon):this.options.icons.primary?this.options.icon=this.options.icons.primary:(this.options.icon=this.options.icons.secondary,this.options.iconPosition="end"),this._super()},_setOption:function(t,e){"text"!==t?("showLabel"===t&&(this.options.text=e),"icon"===t&&(this.options.icons.primary=e),"icons"===t&&(e.primary?(this._super("icon",e.primary),this._super("iconPosition","beginning")):e.secondary&&(this._super("icon",e.secondary),this._super("iconPosition","end"))),this._superApply(arguments)):this._super("showLabel",e)}}),V.fn.button=(et=V.fn.button,function(i){var t="string"==typeof i,s=Array.prototype.slice.call(arguments,1),n=this;return t?this.length||"instance"!==i?this.each(function(){var t=V(this).attr("type"),e=V.data(this,"ui-"+("checkbox"!==t&&"radio"!==t?"button":"checkboxradio"));return"instance"===i?(n=e,!1):e?"function"!=typeof e[i]||"_"===i.charAt(0)?V.error("no such method '"+i+"' for button widget instance"):(t=e[i].apply(e,s))!==e&&void 0!==t?(n=t&&t.jquery?n.pushStack(t.get()):t,!1):void 0:V.error("cannot call methods on button prior to initialization; attempted to call method '"+i+"'")}):n=void 0:(s.length&&(i=V.widget.extend.apply(null,[i].concat(s))),this.each(function(){var t=V(this).attr("type"),e="checkbox"!==t&&"radio"!==t?"button":"checkboxradio",t=V.data(this,"ui-"+e);t?(t.option(i||{}),t._init&&t._init()):"button"!=e?V(this).checkboxradio(V.extend({icon:!1},i)):et.call(V(this),i)})),n}),V.fn.buttonset=function(){return V.ui.controlgroup||V.error("Controlgroup widget missing"),"option"===arguments[0]&&"items"===arguments[1]&&arguments[2]?this.controlgroup.apply(this,[arguments[0],"items.button",arguments[2]]):"option"===arguments[0]&&"items"===arguments[1]?this.controlgroup.apply(this,[arguments[0],"items.button"]):("object"==typeof arguments[0]&&arguments[0].items&&(arguments[0].items={button:arguments[0].items}),this.controlgroup.apply(this,arguments))});var it;V.ui.button;function st(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:"",selectMonthLabel:"Select month",selectYearLabel:"Select year"},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,onUpdateDatepicker:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},V.extend(this._defaults,this.regional[""]),this.regional.en=V.extend(!0,{},this.regional[""]),this.regional["en-US"]=V.extend(!0,{},this.regional.en),this.dpDiv=nt(V("<div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'></div>"))}function nt(t){var e="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return t.on("mouseout",e,function(){V(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&&V(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&&V(this).removeClass("ui-datepicker-next-hover")}).on("mouseover",e,ot)}function ot(){V.datepicker._isDisabledDatepicker((it.inline?it.dpDiv.parent():it.input)[0])||(V(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),V(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&&V(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&&V(this).addClass("ui-datepicker-next-hover"))}function at(t,e){for(var i in V.extend(t,e),e)null==e[i]&&(t[i]=e[i]);return t}V.extend(V.ui,{datepicker:{version:"1.13.2"}}),V.extend(st.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return at(this._defaults,t||{}),this},_attachDatepicker:function(t,e){var i,s=t.nodeName.toLowerCase(),n="div"===s||"span"===s;t.id||(this.uuid+=1,t.id="dp"+this.uuid),(i=this._newInst(V(t),n)).settings=V.extend({},e||{}),"input"===s?this._connectDatepicker(t,i):n&&this._inlineDatepicker(t,i)},_newInst:function(t,e){return{id:t[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1"),input:t,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:e,dpDiv:e?nt(V("<div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'></div>")):this.dpDiv}},_connectDatepicker:function(t,e){var i=V(t);e.append=V([]),e.trigger=V([]),i.hasClass(this.markerClassName)||(this._attachments(i,e),i.addClass(this.markerClassName).on("keydown",this._doKeyDown).on("keypress",this._doKeyPress).on("keyup",this._doKeyUp),this._autoSize(e),V.data(t,"datepicker",e),e.settings.disabled&&this._disableDatepicker(t))},_attachments:function(t,e){var i,s=this._get(e,"appendText"),n=this._get(e,"isRTL");e.append&&e.append.remove(),s&&(e.append=V("<span>").addClass(this._appendClass).text(s),t[n?"before":"after"](e.append)),t.off("focus",this._showDatepicker),e.trigger&&e.trigger.remove(),"focus"!==(i=this._get(e,"showOn"))&&"both"!==i||t.on("focus",this._showDatepicker),"button"!==i&&"both"!==i||(s=this._get(e,"buttonText"),i=this._get(e,"buttonImage"),this._get(e,"buttonImageOnly")?e.trigger=V("<img>").addClass(this._triggerClass).attr({src:i,alt:s,title:s}):(e.trigger=V("<button type='button'>").addClass(this._triggerClass),i?e.trigger.html(V("<img>").attr({src:i,alt:s,title:s})):e.trigger.text(s)),t[n?"before":"after"](e.trigger),e.trigger.on("click",function(){return V.datepicker._datepickerShowing&&V.datepicker._lastInput===t[0]?V.datepicker._hideDatepicker():(V.datepicker._datepickerShowing&&V.datepicker._lastInput!==t[0]&&V.datepicker._hideDatepicker(),V.datepicker._showDatepicker(t[0])),!1}))},_autoSize:function(t){var e,i,s,n,o,a;this._get(t,"autoSize")&&!t.inline&&(o=new Date(2009,11,20),(a=this._get(t,"dateFormat")).match(/[DM]/)&&(e=function(t){for(n=s=i=0;n<t.length;n++)t[n].length>i&&(i=t[n].length,s=n);return s},o.setMonth(e(this._get(t,a.match(/MM/)?"monthNames":"monthNamesShort"))),o.setDate(e(this._get(t,a.match(/DD/)?"dayNames":"dayNamesShort"))+20-o.getDay())),t.input.attr("size",this._formatDate(t,o).length))},_inlineDatepicker:function(t,e){var i=V(t);i.hasClass(this.markerClassName)||(i.addClass(this.markerClassName).append(e.dpDiv),V.data(t,"datepicker",e),this._setDate(e,this._getDefaultDate(e),!0),this._updateDatepicker(e),this._updateAlternate(e),e.settings.disabled&&this._disableDatepicker(t),e.dpDiv.css("display","block"))},_dialogDatepicker:function(t,e,i,s,n){var o,a=this._dialogInst;return a||(this.uuid+=1,o="dp"+this.uuid,this._dialogInput=V("<input type='text' id='"+o+"' style='position: absolute; top: -100px; width: 0px;'/>"),this._dialogInput.on("keydown",this._doKeyDown),V("body").append(this._dialogInput),(a=this._dialogInst=this._newInst(this._dialogInput,!1)).settings={},V.data(this._dialogInput[0],"datepicker",a)),at(a.settings,s||{}),e=e&&e.constructor===Date?this._formatDate(a,e):e,this._dialogInput.val(e),this._pos=n?n.length?n:[n.pageX,n.pageY]:null,this._pos||(o=document.documentElement.clientWidth,s=document.documentElement.clientHeight,e=document.documentElement.scrollLeft||document.body.scrollLeft,n=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[o/2-100+e,s/2-150+n]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),a.settings.onSelect=i,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),V.blockUI&&V.blockUI(this.dpDiv),V.data(this._dialogInput[0],"datepicker",a),this},_destroyDatepicker:function(t){var e,i=V(t),s=V.data(t,"datepicker");i.hasClass(this.markerClassName)&&(e=t.nodeName.toLowerCase(),V.removeData(t,"datepicker"),"input"===e?(s.append.remove(),s.trigger.remove(),i.removeClass(this.markerClassName).off("focus",this._showDatepicker).off("keydown",this._doKeyDown).off("keypress",this._doKeyPress).off("keyup",this._doKeyUp)):"div"!==e&&"span"!==e||i.removeClass(this.markerClassName).empty(),it===s&&(it=null,this._curInst=null))},_enableDatepicker:function(e){var t,i=V(e),s=V.data(e,"datepicker");i.hasClass(this.markerClassName)&&("input"===(t=e.nodeName.toLowerCase())?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):"div"!==t&&"span"!==t||((i=i.children("."+this._inlineClass)).children().removeClass("ui-state-disabled"),i.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=V.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var t,i=V(e),s=V.data(e,"datepicker");i.hasClass(this.markerClassName)&&("input"===(t=e.nodeName.toLowerCase())?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):"div"!==t&&"span"!==t||((i=i.children("."+this._inlineClass)).children().addClass("ui-state-disabled"),i.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=V.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e<this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(t){try{return V.data(t,"datepicker")}catch(t){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(t,e,i){var s,n,o=this._getInst(t);if(2===arguments.length&&"string"==typeof e)return"defaults"===e?V.extend({},V.datepicker._defaults):o?"all"===e?V.extend({},o.settings):this._get(o,e):null;s=e||{},"string"==typeof e&&((s={})[e]=i),o&&(this._curInst===o&&this._hideDatepicker(),n=this._getDateDatepicker(t,!0),e=this._getMinMaxDate(o,"min"),i=this._getMinMaxDate(o,"max"),at(o.settings,s),null!==e&&void 0!==s.dateFormat&&void 0===s.minDate&&(o.settings.minDate=this._formatDate(o,e)),null!==i&&void 0!==s.dateFormat&&void 0===s.maxDate&&(o.settings.maxDate=this._formatDate(o,i)),"disabled"in s&&(s.disabled?this._disableDatepicker(t):this._enableDatepicker(t)),this._attachments(V(t),o),this._autoSize(o),this._setDate(o,n),this._updateAlternate(o),this._updateDatepicker(o))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){t=this._getInst(t);t&&this._updateDatepicker(t)},_setDateDatepicker:function(t,e){t=this._getInst(t);t&&(this._setDate(t,e),this._updateDatepicker(t),this._updateAlternate(t))},_getDateDatepicker:function(t,e){t=this._getInst(t);return t&&!t.inline&&this._setDateFromField(t,e),t?this._getDate(t):null},_doKeyDown:function(t){var e,i,s=V.datepicker._getInst(t.target),n=!0,o=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,V.datepicker._datepickerShowing)switch(t.keyCode){case 9:V.datepicker._hideDatepicker(),n=!1;break;case 13:return(i=V("td."+V.datepicker._dayOverClass+":not(."+V.datepicker._currentClass+")",s.dpDiv))[0]&&V.datepicker._selectDay(t.target,s.selectedMonth,s.selectedYear,i[0]),(e=V.datepicker._get(s,"onSelect"))?(i=V.datepicker._formatDate(s),e.apply(s.input?s.input[0]:null,[i,s])):V.datepicker._hideDatepicker(),!1;case 27:V.datepicker._hideDatepicker();break;case 33:V.datepicker._adjustDate(t.target,t.ctrlKey?-V.datepicker._get(s,"stepBigMonths"):-V.datepicker._get(s,"stepMonths"),"M");break;case 34:V.datepicker._adjustDate(t.target,t.ctrlKey?+V.datepicker._get(s,"stepBigMonths"):+V.datepicker._get(s,"stepMonths"),"M");break;case 35:(t.ctrlKey||t.metaKey)&&V.datepicker._clearDate(t.target),n=t.ctrlKey||t.metaKey;break;case 36:(t.ctrlKey||t.metaKey)&&V.datepicker._gotoToday(t.target),n=t.ctrlKey||t.metaKey;break;case 37:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,o?1:-1,"D"),n=t.ctrlKey||t.metaKey,t.originalEvent.altKey&&V.datepicker._adjustDate(t.target,t.ctrlKey?-V.datepicker._get(s,"stepBigMonths"):-V.datepicker._get(s,"stepMonths"),"M");break;case 38:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,-7,"D"),n=t.ctrlKey||t.metaKey;break;case 39:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,o?-1:1,"D"),n=t.ctrlKey||t.metaKey,t.originalEvent.altKey&&V.datepicker._adjustDate(t.target,t.ctrlKey?+V.datepicker._get(s,"stepBigMonths"):+V.datepicker._get(s,"stepMonths"),"M");break;case 40:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,7,"D"),n=t.ctrlKey||t.metaKey;break;default:n=!1}else 36===t.keyCode&&t.ctrlKey?V.datepicker._showDatepicker(this):n=!1;n&&(t.preventDefault(),t.stopPropagation())},_doKeyPress:function(t){var e,i=V.datepicker._getInst(t.target);if(V.datepicker._get(i,"constrainInput"))return e=V.datepicker._possibleChars(V.datepicker._get(i,"dateFormat")),i=String.fromCharCode(null==t.charCode?t.keyCode:t.charCode),t.ctrlKey||t.metaKey||i<" "||!e||-1<e.indexOf(i)},_doKeyUp:function(t){t=V.datepicker._getInst(t.target);if(t.input.val()!==t.lastVal)try{V.datepicker.parseDate(V.datepicker._get(t,"dateFormat"),t.input?t.input.val():null,V.datepicker._getFormatConfig(t))&&(V.datepicker._setDateFromField(t),V.datepicker._updateAlternate(t),V.datepicker._updateDatepicker(t))}catch(t){}return!0},_showDatepicker:function(t){var e,i,s,n;"input"!==(t=t.target||t).nodeName.toLowerCase()&&(t=V("input",t.parentNode)[0]),V.datepicker._isDisabledDatepicker(t)||V.datepicker._lastInput===t||(n=V.datepicker._getInst(t),V.datepicker._curInst&&V.datepicker._curInst!==n&&(V.datepicker._curInst.dpDiv.stop(!0,!0),n&&V.datepicker._datepickerShowing&&V.datepicker._hideDatepicker(V.datepicker._curInst.input[0])),!1!==(i=(s=V.datepicker._get(n,"beforeShow"))?s.apply(t,[t,n]):{})&&(at(n.settings,i),n.lastVal=null,V.datepicker._lastInput=t,V.datepicker._setDateFromField(n),V.datepicker._inDialog&&(t.value=""),V.datepicker._pos||(V.datepicker._pos=V.datepicker._findPos(t),V.datepicker._pos[1]+=t.offsetHeight),e=!1,V(t).parents().each(function(){return!(e|="fixed"===V(this).css("position"))}),s={left:V.datepicker._pos[0],top:V.datepicker._pos[1]},V.datepicker._pos=null,n.dpDiv.empty(),n.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),V.datepicker._updateDatepicker(n),s=V.datepicker._checkOffset(n,s,e),n.dpDiv.css({position:V.datepicker._inDialog&&V.blockUI?"static":e?"fixed":"absolute",display:"none",left:s.left+"px",top:s.top+"px"}),n.inline||(i=V.datepicker._get(n,"showAnim"),s=V.datepicker._get(n,"duration"),n.dpDiv.css("z-index",function(t){for(var e,i;t.length&&t[0]!==document;){if(("absolute"===(e=t.css("position"))||"relative"===e||"fixed"===e)&&(i=parseInt(t.css("zIndex"),10),!isNaN(i)&&0!==i))return i;t=t.parent()}return 0}(V(t))+1),V.datepicker._datepickerShowing=!0,V.effects&&V.effects.effect[i]?n.dpDiv.show(i,V.datepicker._get(n,"showOptions"),s):n.dpDiv[i||"show"](i?s:null),V.datepicker._shouldFocusInput(n)&&n.input.trigger("focus"),V.datepicker._curInst=n)))},_updateDatepicker:function(t){this.maxRows=4,(it=t).dpDiv.empty().append(this._generateHTML(t)),this._attachHandlers(t);var e,i=this._getNumberOfMonths(t),s=i[1],n=t.dpDiv.find("."+this._dayOverClass+" a"),o=V.datepicker._get(t,"onUpdateDatepicker");0<n.length&&ot.apply(n.get(0)),t.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),1<s&&t.dpDiv.addClass("ui-datepicker-multi-"+s).css("width",17*s+"em"),t.dpDiv[(1!==i[0]||1!==i[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),t.dpDiv[(this._get(t,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),t===V.datepicker._curInst&&V.datepicker._datepickerShowing&&V.datepicker._shouldFocusInput(t)&&t.input.trigger("focus"),t.yearshtml&&(e=t.yearshtml,setTimeout(function(){e===t.yearshtml&&t.yearshtml&&t.dpDiv.find("select.ui-datepicker-year").first().replaceWith(t.yearshtml),e=t.yearshtml=null},0)),o&&o.apply(t.input?t.input[0]:null,[t])},_shouldFocusInput:function(t){return t.input&&t.input.is(":visible")&&!t.input.is(":disabled")&&!t.input.is(":focus")},_checkOffset:function(t,e,i){var s=t.dpDiv.outerWidth(),n=t.dpDiv.outerHeight(),o=t.input?t.input.outerWidth():0,a=t.input?t.input.outerHeight():0,r=document.documentElement.clientWidth+(i?0:V(document).scrollLeft()),l=document.documentElement.clientHeight+(i?0:V(document).scrollTop());return e.left-=this._get(t,"isRTL")?s-o:0,e.left-=i&&e.left===t.input.offset().left?V(document).scrollLeft():0,e.top-=i&&e.top===t.input.offset().top+a?V(document).scrollTop():0,e.left-=Math.min(e.left,e.left+s>r&&s<r?Math.abs(e.left+s-r):0),e.top-=Math.min(e.top,e.top+n>l&&n<l?Math.abs(n+a):0),e},_findPos:function(t){for(var e=this._getInst(t),i=this._get(e,"isRTL");t&&("hidden"===t.type||1!==t.nodeType||V.expr.pseudos.hidden(t));)t=t[i?"previousSibling":"nextSibling"];return[(e=V(t).offset()).left,e.top]},_hideDatepicker:function(t){var e,i,s=this._curInst;!s||t&&s!==V.data(t,"datepicker")||this._datepickerShowing&&(e=this._get(s,"showAnim"),i=this._get(s,"duration"),t=function(){V.datepicker._tidyDialog(s)},V.effects&&(V.effects.effect[e]||V.effects[e])?s.dpDiv.hide(e,V.datepicker._get(s,"showOptions"),i,t):s.dpDiv["slideDown"===e?"slideUp":"fadeIn"===e?"fadeOut":"hide"](e?i:null,t),e||t(),this._datepickerShowing=!1,(t=this._get(s,"onClose"))&&t.apply(s.input?s.input[0]:null,[s.input?s.input.val():"",s]),this._lastInput=null,this._inDialog&&(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),V.blockUI&&(V.unblockUI(),V("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).off(".ui-datepicker-calendar")},_checkExternalClick:function(t){var e;V.datepicker._curInst&&(e=V(t.target),t=V.datepicker._getInst(e[0]),(e[0].id===V.datepicker._mainDivId||0!==e.parents("#"+V.datepicker._mainDivId).length||e.hasClass(V.datepicker.markerClassName)||e.closest("."+V.datepicker._triggerClass).length||!V.datepicker._datepickerShowing||V.datepicker._inDialog&&V.blockUI)&&(!e.hasClass(V.datepicker.markerClassName)||V.datepicker._curInst===t)||V.datepicker._hideDatepicker())},_adjustDate:function(t,e,i){var s=V(t),t=this._getInst(s[0]);this._isDisabledDatepicker(s[0])||(this._adjustInstDate(t,e,i),this._updateDatepicker(t))},_gotoToday:function(t){var e=V(t),i=this._getInst(e[0]);this._get(i,"gotoCurrent")&&i.currentDay?(i.selectedDay=i.currentDay,i.drawMonth=i.selectedMonth=i.currentMonth,i.drawYear=i.selectedYear=i.currentYear):(t=new Date,i.selectedDay=t.getDate(),i.drawMonth=i.selectedMonth=t.getMonth(),i.drawYear=i.selectedYear=t.getFullYear()),this._notifyChange(i),this._adjustDate(e)},_selectMonthYear:function(t,e,i){var s=V(t),t=this._getInst(s[0]);t["selected"+("M"===i?"Month":"Year")]=t["draw"+("M"===i?"Month":"Year")]=parseInt(e.options[e.selectedIndex].value,10),this._notifyChange(t),this._adjustDate(s)},_selectDay:function(t,e,i,s){var n=V(t);V(s).hasClass(this._unselectableClass)||this._isDisabledDatepicker(n[0])||((n=this._getInst(n[0])).selectedDay=n.currentDay=parseInt(V("a",s).attr("data-date")),n.selectedMonth=n.currentMonth=e,n.selectedYear=n.currentYear=i,this._selectDate(t,this._formatDate(n,n.currentDay,n.currentMonth,n.currentYear)))},_clearDate:function(t){t=V(t);this._selectDate(t,"")},_selectDate:function(t,e){var i=V(t),t=this._getInst(i[0]);e=null!=e?e:this._formatDate(t),t.input&&t.input.val(e),this._updateAlternate(t),(i=this._get(t,"onSelect"))?i.apply(t.input?t.input[0]:null,[e,t]):t.input&&t.input.trigger("change"),t.inline?this._updateDatepicker(t):(this._hideDatepicker(),this._lastInput=t.input[0],"object"!=typeof t.input[0]&&t.input.trigger("focus"),this._lastInput=null)},_updateAlternate:function(t){var e,i,s=this._get(t,"altField");s&&(e=this._get(t,"altFormat")||this._get(t,"dateFormat"),i=this._getDate(t),t=this.formatDate(e,i,this._getFormatConfig(t)),V(document).find(s).val(t))},noWeekends:function(t){t=t.getDay();return[0<t&&t<6,""]},iso8601Week:function(t){var e=new Date(t.getTime());return e.setDate(e.getDate()+4-(e.getDay()||7)),t=e.getTime(),e.setMonth(0),e.setDate(1),Math.floor(Math.round((t-e)/864e5)/7)+1},parseDate:function(e,n,t){if(null==e||null==n)throw"Invalid arguments";if(""===(n="object"==typeof n?n.toString():n+""))return null;for(var i,s,o,a=0,r=(t?t.shortYearCutoff:null)||this._defaults.shortYearCutoff,r="string"!=typeof r?r:(new Date).getFullYear()%100+parseInt(r,10),l=(t?t.dayNamesShort:null)||this._defaults.dayNamesShort,h=(t?t.dayNames:null)||this._defaults.dayNames,c=(t?t.monthNamesShort:null)||this._defaults.monthNamesShort,u=(t?t.monthNames:null)||this._defaults.monthNames,d=-1,p=-1,f=-1,g=-1,m=!1,_=function(t){t=w+1<e.length&&e.charAt(w+1)===t;return t&&w++,t},v=function(t){var e=_(t),e="@"===t?14:"!"===t?20:"y"===t&&e?4:"o"===t?3:2,e=new RegExp("^\\d{"+("y"===t?e:1)+","+e+"}"),e=n.substring(a).match(e);if(!e)throw"Missing number at position "+a;return a+=e[0].length,parseInt(e[0],10)},b=function(t,e,i){var s=-1,e=V.map(_(t)?i:e,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(V.each(e,function(t,e){var i=e[1];if(n.substr(a,i.length).toLowerCase()===i.toLowerCase())return s=e[0],a+=i.length,!1}),-1!==s)return s+1;throw"Unknown name at position "+a},y=function(){if(n.charAt(a)!==e.charAt(w))throw"Unexpected literal at position 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V.datepicker._selectMonthYear(i,this,"M"),!1},selectYear:function(){return V.datepicker._selectMonthYear(i,this,"Y"),!1}};V(this).on(this.getAttribute("data-event"),t[this.getAttribute("data-handler")])})},_generateHTML:function(t){var e,i,s,n,o,a,r,l,h,c,u,d,p,f,g,m,_,v,b,y,w,x,k,C,D,I,T,P,M,S,H,z,A=new Date,O=this._daylightSavingAdjust(new Date(A.getFullYear(),A.getMonth(),A.getDate())),N=this._get(t,"isRTL"),E=this._get(t,"showButtonPanel"),W=this._get(t,"hideIfNoPrevNext"),F=this._get(t,"navigationAsDateFormat"),L=this._getNumberOfMonths(t),R=this._get(t,"showCurrentAtPos"),A=this._get(t,"stepMonths"),Y=1!==L[0]||1!==L[1],B=this._daylightSavingAdjust(t.currentDay?new Date(t.currentYear,t.currentMonth,t.currentDay):new Date(9999,9,9)),j=this._getMinMaxDate(t,"min"),q=this._getMinMaxDate(t,"max"),K=t.drawMonth-R,U=t.drawYear;if(K<0&&(K+=12,U--),q)for(e=this._daylightSavingAdjust(new 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ui-helper-clearfix"+y+"'>"+(/all|left/.test(y)&&0===m?N?s:i:"")+(/all|right/.test(y)&&0===m?N?i:s:"")+this._generateMonthYearHeader(t,K,U,j,q,0<m||0<v,l,h)+"</div><table class='ui-datepicker-calendar'><thead><tr>",x=o?"<th class='ui-datepicker-week-col'>"+this._get(t,"weekHeader")+"</th>":"",g=0;g<7;g++)x+="<th scope='col'"+(5<=(g+n+6)%7?" class='ui-datepicker-week-end'":"")+"><span title='"+a[k=(g+n)%7]+"'>"+r[k]+"</span></th>";for(w+=x+"</tr></thead><tbody>",D=this._getDaysInMonth(U,K),U===t.selectedYear&&K===t.selectedMonth&&(t.selectedDay=Math.min(t.selectedDay,D)),C=(this._getFirstDayOfMonth(U,K)-n+7)%7,D=Math.ceil((C+D)/7),I=Y&&this.maxRows>D?this.maxRows:D,this.maxRows=I,T=this._daylightSavingAdjust(new Date(U,K,1-C)),P=0;P<I;P++){for(w+="<tr>",M=o?"<td class='ui-datepicker-week-col'>"+this._get(t,"calculateWeek")(T)+"</td>":"",g=0;g<7;g++)S=c?c.apply(t.input?t.input[0]:null,[T]):[!0,""],z=(H=T.getMonth()!==K)&&!d||!S[0]||j&&T<j||q&&q<T,M+="<td class='"+(5<=(g+n+6)%7?" ui-datepicker-week-end":"")+(H?" ui-datepicker-other-month":"")+(T.getTime()===b.getTime()&&K===t.selectedMonth&&t._keyEvent||p.getTime()===T.getTime()&&p.getTime()===b.getTime()?" "+this._dayOverClass:"")+(z?" "+this._unselectableClass+" ui-state-disabled":"")+(H&&!u?"":" "+S[1]+(T.getTime()===B.getTime()?" 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l,h,c,u,d,p,f=this._get(t,"changeMonth"),g=this._get(t,"changeYear"),m=this._get(t,"showMonthAfterYear"),_=this._get(t,"selectMonthLabel"),v=this._get(t,"selectYearLabel"),b="<div class='ui-datepicker-title'>",y="";if(o||!f)y+="<span class='ui-datepicker-month'>"+a[e]+"</span>";else{for(l=s&&s.getFullYear()===i,h=n&&n.getFullYear()===i,y+="<select class='ui-datepicker-month' aria-label='"+_+"' data-handler='selectMonth' data-event='change'>",c=0;c<12;c++)(!l||c>=s.getMonth())&&(!h||c<=n.getMonth())&&(y+="<option value='"+c+"'"+(c===e?" selected='selected'":"")+">"+r[c]+"</option>");y+="</select>"}if(m||(b+=y+(!o&&f&&g?"":" ")),!t.yearshtml)if(t.yearshtml="",o||!g)b+="<span class='ui-datepicker-year'>"+i+"</span>";else{for(a=this._get(t,"yearRange").split(":"),u=(new Date).getFullYear(),d=(_=function(t){t=t.match(/c[+\-].*/)?i+parseInt(t.substring(1),10):t.match(/[+\-].*/)?u+parseInt(t,10):parseInt(t,10);return 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t&&t<e?t:e},_notifyChange:function(t){var e=this._get(t,"onChangeMonthYear");e&&e.apply(t.input?t.input[0]:null,[t.selectedYear,t.selectedMonth+1,t])},_getNumberOfMonths:function(t){t=this._get(t,"numberOfMonths");return null==t?[1,1]:"number"==typeof t?[1,t]:t},_getMinMaxDate:function(t,e){return this._determineDate(t,this._get(t,e+"Date"),null)},_getDaysInMonth:function(t,e){return 32-this._daylightSavingAdjust(new Date(t,e,32)).getDate()},_getFirstDayOfMonth:function(t,e){return new Date(t,e,1).getDay()},_canAdjustMonth:function(t,e,i,s){var n=this._getNumberOfMonths(t),n=this._daylightSavingAdjust(new Date(i,s+(e<0?e:n[0]*n[1]),1));return e<0&&n.setDate(this._getDaysInMonth(n.getFullYear(),n.getMonth())),this._isInRange(t,n)},_isInRange:function(t,e){var i=this._getMinMaxDate(t,"min"),s=this._getMinMaxDate(t,"max"),n=null,o=null,a=this._get(t,"yearRange");return a&&(t=a.split(":"),a=(new 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this;V.datepicker.initialized||(V(document).on("mousedown",V.datepicker._checkExternalClick),V.datepicker.initialized=!0),0===V("#"+V.datepicker._mainDivId).length&&V("body").append(V.datepicker.dpDiv);var e=Array.prototype.slice.call(arguments,1);return"string"==typeof t&&("isDisabled"===t||"getDate"===t||"widget"===t)||"option"===t&&2===arguments.length&&"string"==typeof arguments[1]?V.datepicker["_"+t+"Datepicker"].apply(V.datepicker,[this[0]].concat(e)):this.each(function(){"string"==typeof t?V.datepicker["_"+t+"Datepicker"].apply(V.datepicker,[this].concat(e)):V.datepicker._attachDatepicker(this,t)})},V.datepicker=new st,V.datepicker.initialized=!1,V.datepicker.uuid=(new Date).getTime(),V.datepicker.version="1.13.2";V.datepicker,V.ui.ie=!!/msie [\w.]+/.exec(navigator.userAgent.toLowerCase());var rt=!1;V(document).on("mouseup",function(){rt=!1});V.widget("ui.mouse",{version:"1.13.2",options:{cancel:"input, textarea, button, select, 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i&&!s&&this._mouseCapture(t)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){e.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=!1!==this._mouseStart(t),!this._mouseStarted)?(t.preventDefault(),!0):(!0===V.data(t.target,this.widgetName+".preventClickEvent")&&V.removeData(t.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(t){return e._mouseMove(t)},this._mouseUpDelegate=function(t){return e._mouseUp(t)},this.document.on("mousemove."+this.widgetName,this._mouseMoveDelegate).on("mouseup."+this.widgetName,this._mouseUpDelegate),t.preventDefault(),rt=!0)):!0}},_mouseMove:function(t){if(this._mouseMoved){if(V.ui.ie&&(!document.documentMode||document.documentMode<9)&&!t.button)return this._mouseUp(t);if(!t.which)if(t.originalEvent.altKey||t.originalEvent.ctrlKey||t.originalEvent.metaKey||t.originalEvent.shiftKey)this.ignoreMissingWhich=!0;else if(!this.ignoreMissingWhich)return this._mouseUp(t)}return(t.which||t.button)&&(this._mouseMoved=!0),this._mouseStarted?(this._mouseDrag(t),t.preventDefault()):(this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=!1!==this._mouseStart(this._mouseDownEvent,t),this._mouseStarted?this._mouseDrag(t):this._mouseUp(t)),!this._mouseStarted)},_mouseUp:function(t){this.document.off("mousemove."+this.widgetName,this._mouseMoveDelegate).off("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,t.target===this._mouseDownEvent.target&&V.data(t.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(t)),this._mouseDelayTimer&&(clearTimeout(this._mouseDelayTimer),delete this._mouseDelayTimer),this.ignoreMissingWhich=!1,rt=!1,t.preventDefault()},_mouseDistanceMet:function(t){return Math.max(Math.abs(this._mouseDownEvent.pageX-t.pageX),Math.abs(this._mouseDownEvent.pageY-t.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),V.ui.plugin={add:function(t,e,i){var s,n=V.ui[t].prototype;for(s in i)n.plugins[s]=n.plugins[s]||[],n.plugins[s].push([e,i[s]])},call:function(t,e,i,s){var n,o=t.plugins[e];if(o&&(s||t.element[0].parentNode&&11!==t.element[0].parentNode.nodeType))for(n=0;n<o.length;n++)t.options[o[n][0]]&&o[n][1].apply(t.element,i)}},V.ui.safeBlur=function(t){t&&"body"!==t.nodeName.toLowerCase()&&V(t).trigger("blur")};V.widget("ui.draggable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this._addClass("ui-draggable"),this._setHandleClassName(),this._mouseInit()},_setOption:function(t,e){this._super(t,e),"handle"===t&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){(this.helper||this.element).is(".ui-draggable-dragging")?this.destroyOnClear=!0:(this._removeHandleClassName(),this._mouseDestroy())},_mouseCapture:function(t){var e=this.options;return!(this.helper||e.disabled||0<V(t.target).closest(".ui-resizable-handle").length)&&(this.handle=this._getHandle(t),!!this.handle&&(this._blurActiveElement(t),this._blockFrames(!0===e.iframeFix?"iframe":e.iframeFix),!0))},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=V(this);return V("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var e=V.ui.safeActiveElement(this.document[0]);V(t.target).closest(e).length||V.ui.safeBlur(e)},_mouseStart:function(t){var e=this.options;return this.helper=this._createHelper(t),this._addClass(this.helper,"ui-draggable-dragging"),this._cacheHelperProportions(),V.ui.ddmanager&&(V.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=0<this.helper.parents().filter(function(){return"fixed"===V(this).css("position")}).length,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,e.cursorAt&&this._adjustOffsetFromHelper(e.cursorAt),this._setContainment(),!1===this._trigger("start",t)?(this._clear(),!1):(this._cacheHelperProportions(),V.ui.ddmanager&&!e.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t),this._mouseDrag(t,!0),V.ui.ddmanager&&V.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(t){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:t.pageX-this.offset.left,top:t.pageY-this.offset.top}},_mouseDrag:function(t,e){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!e){e=this._uiHash();if(!1===this._trigger("drag",t,e))return 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this.helper.is(".ui-draggable-dragging")?this._mouseUp(new V.Event("mouseup",{target:this.element[0]})):this._clear(),this},_getHandle:function(t){return!this.options.handle||!!V(t.target).closest(this.element.find(this.options.handle)).length},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this._addClass(this.handleElement,"ui-draggable-handle")},_removeHandleClassName:function(){this._removeClass(this.handleElement,"ui-draggable-handle")},_createHelper:function(t){var e=this.options,i="function"==typeof e.helper,t=i?V(e.helper.apply(this.element[0],[t])):"clone"===e.helper?this.element.clone().removeAttr("id"):this.element;return t.parents("body").length||t.appendTo("parent"===e.appendTo?this.element[0].parentNode:e.appendTo),i&&t[0]===this.element[0]&&this._setPositionRelative(),t[0]===this.element[0]||/(fixed|absolute)/.test(t.css("position"))||t.css("position","absolute"),t},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),"left"in(t=Array.isArray(t)?{left:+t[0],top:+t[1]||0}:t)&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(t){return/(html|body)/i.test(t.tagName)||t===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),e=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==e&&V.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),{top:(t=this._isRootNode(this.offsetParent[0])?{top:0,left:0}:t).top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.element.position(),e=this._isRootNode(this.scrollParent[0]);return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+(e?0:this.scrollParent.scrollTop()),left:t.left-(parseInt(this.helper.css("left"),10)||0)+(e?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,e,i,s=this.options,n=this.document[0];this.relativeContainer=null,s.containment?"window"!==s.containment?"document"!==s.containment?s.containment.constructor!==Array?("parent"===s.containment&&(s.containment=this.helper[0].parentNode),(i=(e=V(s.containment))[0])&&(t=/(scroll|auto)/.test(e.css("overflow")),this.containment=[(parseInt(e.css("borderLeftWidth"),10)||0)+(parseInt(e.css("paddingLeft"),10)||0),(parseInt(e.css("borderTopWidth"),10)||0)+(parseInt(e.css("paddingTop"),10)||0),(t?Math.max(i.scrollWidth,i.offsetWidth):i.offsetWidth)-(parseInt(e.css("borderRightWidth"),10)||0)-(parseInt(e.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(i.scrollHeight,i.offsetHeight):i.offsetHeight)-(parseInt(e.css("borderBottomWidth"),10)||0)-(parseInt(e.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=e)):this.containment=s.containment:this.containment=[0,0,V(n).width()-this.helperProportions.width-this.margins.left,(V(n).height()||n.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]:this.containment=[V(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,V(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,V(window).scrollLeft()+V(window).width()-this.helperProportions.width-this.margins.left,V(window).scrollTop()+(V(window).height()||n.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]:this.containment=null},_convertPositionTo:function(t,e){e=e||this.position;var i="absolute"===t?1:-1,t=this._isRootNode(this.scrollParent[0]);return{top:e.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:t?0:this.offset.scroll.top)*i,left:e.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:t?0:this.offset.scroll.left)*i}},_generatePosition:function(t,e){var i,s=this.options,n=this._isRootNode(this.scrollParent[0]),o=t.pageX,a=t.pageY;return 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i=i||this._uiHash(),V.ui.plugin.call(this,t,[e,i,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),i.offset=this.positionAbs),V.Widget.prototype._trigger.call(this,t,e,i)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),V.ui.plugin.add("draggable","connectToSortable",{start:function(e,t,i){var s=V.extend({},t,{item:i.element});i.sortables=[],V(i.options.connectToSortable).each(function(){var t=V(this).sortable("instance");t&&!t.options.disabled&&(i.sortables.push(t),t.refreshPositions(),t._trigger("activate",e,s))})},stop:function(e,t,i){var s=V.extend({},t,{item:i.element});i.cancelHelperRemoval=!1,V.each(i.sortables,function(){var t=this;t.isOver?(t.isOver=0,i.cancelHelperRemoval=!0,t.cancelHelperRemoval=!1,t._storedCSS={position:t.placeholder.css("position"),top:t.placeholder.css("top"),left:t.placeholder.css("left")},t._mouseStop(e),t.options.helper=t.options._helper):(t.cancelHelperRemoval=!0,t._trigger("deactivate",e,s))})},drag:function(i,s,n){V.each(n.sortables,function(){var t=!1,e=this;e.positionAbs=n.positionAbs,e.helperProportions=n.helperProportions,e.offset.click=n.offset.click,e._intersectsWith(e.containerCache)&&(t=!0,V.each(n.sortables,function(){return this.positionAbs=n.positionAbs,this.helperProportions=n.helperProportions,this.offset.click=n.offset.click,t=this!==e&&this._intersectsWith(this.containerCache)&&V.contains(e.element[0],this.element[0])?!1:t})),t?(e.isOver||(e.isOver=1,n._parent=s.helper.parent(),e.currentItem=s.helper.appendTo(e.element).data("ui-sortable-item",!0),e.options._helper=e.options.helper,e.options.helper=function(){return s.helper[0]},i.target=e.currentItem[0],e._mouseCapture(i,!0),e._mouseStart(i,!0,!0),e.offset.click.top=n.offset.click.top,e.offset.click.left=n.offset.click.left,e.offset.parent.left-=n.offset.parent.left-e.offset.parent.left,e.offset.parent.top-=n.offset.parent.top-e.offset.parent.top,n._trigger("toSortable",i),n.dropped=e.element,V.each(n.sortables,function(){this.refreshPositions()}),n.currentItem=n.element,e.fromOutside=n),e.currentItem&&(e._mouseDrag(i),s.position=e.position)):e.isOver&&(e.isOver=0,e.cancelHelperRemoval=!0,e.options._revert=e.options.revert,e.options.revert=!1,e._trigger("out",i,e._uiHash(e)),e._mouseStop(i,!0),e.options.revert=e.options._revert,e.options.helper=e.options._helper,e.placeholder&&e.placeholder.remove(),s.helper.appendTo(n._parent),n._refreshOffsets(i),s.position=n._generatePosition(i,!0),n._trigger("fromSortable",i),n.dropped=!1,V.each(n.sortables,function(){this.refreshPositions()}))})}}),V.ui.plugin.add("draggable","cursor",{start:function(t,e,i){var s=V("body"),i=i.options;s.css("cursor")&&(i._cursor=s.css("cursor")),s.css("cursor",i.cursor)},stop:function(t,e,i){i=i.options;i._cursor&&V("body").css("cursor",i._cursor)}}),V.ui.plugin.add("draggable","opacity",{start:function(t,e,i){e=V(e.helper),i=i.options;e.css("opacity")&&(i._opacity=e.css("opacity")),e.css("opacity",i.opacity)},stop:function(t,e,i){i=i.options;i._opacity&&V(e.helper).css("opacity",i._opacity)}}),V.ui.plugin.add("draggable","scroll",{start:function(t,e,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,e,i){var s=i.options,n=!1,o=i.scrollParentNotHidden[0],a=i.document[0];o!==a&&"HTML"!==o.tagName?(s.axis&&"x"===s.axis||(i.overflowOffset.top+o.offsetHeight-t.pageY<s.scrollSensitivity?o.scrollTop=n=o.scrollTop+s.scrollSpeed:t.pageY-i.overflowOffset.top<s.scrollSensitivity&&(o.scrollTop=n=o.scrollTop-s.scrollSpeed)),s.axis&&"y"===s.axis||(i.overflowOffset.left+o.offsetWidth-t.pageX<s.scrollSensitivity?o.scrollLeft=n=o.scrollLeft+s.scrollSpeed:t.pageX-i.overflowOffset.left<s.scrollSensitivity&&(o.scrollLeft=n=o.scrollLeft-s.scrollSpeed))):(s.axis&&"x"===s.axis||(t.pageY-V(a).scrollTop()<s.scrollSensitivity?n=V(a).scrollTop(V(a).scrollTop()-s.scrollSpeed):V(window).height()-(t.pageY-V(a).scrollTop())<s.scrollSensitivity&&(n=V(a).scrollTop(V(a).scrollTop()+s.scrollSpeed))),s.axis&&"y"===s.axis||(t.pageX-V(a).scrollLeft()<s.scrollSensitivity?n=V(a).scrollLeft(V(a).scrollLeft()-s.scrollSpeed):V(window).width()-(t.pageX-V(a).scrollLeft())<s.scrollSensitivity&&(n=V(a).scrollLeft(V(a).scrollLeft()+s.scrollSpeed)))),!1!==n&&V.ui.ddmanager&&!s.dropBehaviour&&V.ui.ddmanager.prepareOffsets(i,t)}}),V.ui.plugin.add("draggable","snap",{start:function(t,e,i){var s=i.options;i.snapElements=[],V(s.snap.constructor!==String?s.snap.items||":data(ui-draggable)":s.snap).each(function(){var t=V(this),e=t.offset();this!==i.element[0]&&i.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:e.top,left:e.left})})},drag:function(t,e,i){for(var 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s,i=i.options,i=V.makeArray(V(i.stack)).sort(function(t,e){return(parseInt(V(t).css("zIndex"),10)||0)-(parseInt(V(e).css("zIndex"),10)||0)});i.length&&(s=parseInt(V(i[0]).css("zIndex"),10)||0,V(i).each(function(t){V(this).css("zIndex",s+t)}),this.css("zIndex",s+i.length))}}),V.ui.plugin.add("draggable","zIndex",{start:function(t,e,i){e=V(e.helper),i=i.options;e.css("zIndex")&&(i._zIndex=e.css("zIndex")),e.css("zIndex",i.zIndex)},stop:function(t,e,i){i=i.options;i._zIndex&&V(e.helper).css("zIndex",i._zIndex)}});V.ui.draggable;V.widget("ui.resizable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,classes:{"ui-resizable-se":"ui-icon ui-icon-gripsmall-diagonal-se"},containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(t){return parseFloat(t)||0},_isNumber:function(t){return!isNaN(parseFloat(t))},_hasScroll:function(t,e){if("hidden"===V(t).css("overflow"))return!1;var i=e&&"left"===e?"scrollLeft":"scrollTop",e=!1;if(0<t[i])return!0;try{t[i]=1,e=0<t[i],t[i]=0}catch(t){}return e},_create:function(){var t,e=this.options,i=this;this._addClass("ui-resizable"),V.extend(this,{_aspectRatio:!!e.aspectRatio,aspectRatio:e.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:e.helper||e.ghost||e.animate?e.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(V("<div 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t(t){V(t).removeData("resizable").removeData("ui-resizable").off(".resizable")}var e;return this.elementIsWrapper&&(t(this.element),e=this.element,this.originalElement.css({position:e.css("position"),width:e.outerWidth(),height:e.outerHeight(),top:e.css("top"),left:e.css("left")}).insertAfter(e),e.remove()),this.originalElement.css("resize",this.originalResizeStyle),t(this.originalElement),this},_setOption:function(t,e){switch(this._super(t,e),t){case"handles":this._removeHandles(),this._setupHandles();break;case"aspectRatio":this._aspectRatio=!!e}},_setupHandles:function(){var t,e,i,s,n,o=this.options,a=this;if(this.handles=o.handles||(V(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=V(),this._addedHandles=V(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),i=this.handles.split(","),this.handles={},e=0;e<i.length;e++)s="ui-resizable-"+(t=String.prototype.trim.call(i[e])),n=V("<div>"),this._addClass(n,"ui-resizable-handle "+s),n.css({zIndex:o.zIndex}),this.handles[t]=".ui-resizable-"+t,this.element.children(this.handles[t]).length||(this.element.append(n),this._addedHandles=this._addedHandles.add(n));this._renderAxis=function(t){var e,i,s;for(e in 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s=this.originalSize;return{top:this.originalPosition.top+i,height:s.height-i}},s:function(t,e,i){return{height:this.originalSize.height+i}},se:function(t,e,i){return V.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,e,i]))},sw:function(t,e,i){return V.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,e,i]))},ne:function(t,e,i){return V.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,e,i]))},nw:function(t,e,i){return V.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,e,i]))}},_propagate:function(t,e){V.ui.plugin.call(this,t,[e,this.ui()]),"resize"!==t&&this._trigger(t,e,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),V.ui.plugin.add("resizable","animate",{stop:function(e){var i=V(this).resizable("instance"),t=i.options,s=i._proportionallyResizeElements,n=s.length&&/textarea/i.test(s[0].nodeName),o=n&&i._hasScroll(s[0],"left")?0:i.sizeDiff.height,a=n?0:i.sizeDiff.width,n={width:i.size.width-a,height:i.size.height-o},a=parseFloat(i.element.css("left"))+(i.position.left-i.originalPosition.left)||null,o=parseFloat(i.element.css("top"))+(i.position.top-i.originalPosition.top)||null;i.element.animate(V.extend(n,o&&a?{top:o,left:a}:{}),{duration:t.animateDuration,easing:t.animateEasing,step:function(){var t={width:parseFloat(i.element.css("width")),height:parseFloat(i.element.css("height")),top:parseFloat(i.element.css("top")),left:parseFloat(i.element.css("left"))};s&&s.length&&V(s[0]).css({width:t.width,height:t.height}),i._updateCache(t),i._propagate("resize",e)}})}}),V.ui.plugin.add("resizable","containment",{start:function(){var i,s,n=V(this).resizable("instance"),t=n.options,e=n.element,o=t.containment,a=o instanceof V?o.get(0):/parent/.test(o)?e.parent().get(0):o;a&&(n.containerElement=V(a),/document/.test(o)||o===document?(n.containerOffset={left:0,top:0},n.containerPosition={left:0,top:0},n.parentData={element:V(document),left:0,top:0,width:V(document).width(),height:V(document).height()||document.body.parentNode.scrollHeight}):(i=V(a),s=[],V(["Top","Right","Left","Bottom"]).each(function(t,e){s[t]=n._num(i.css("padding"+e))}),n.containerOffset=i.offset(),n.containerPosition=i.position(),n.containerSize={height:i.innerHeight()-s[3],width:i.innerWidth()-s[1]},t=n.containerOffset,e=n.containerSize.height,o=n.containerSize.width,o=n._hasScroll(a,"left")?a.scrollWidth:o,e=n._hasScroll(a)?a.scrollHeight:e,n.parentData={element:a,left:t.left,top:t.top,width:o,height:e}))},resize:function(t){var e=V(this).resizable("instance"),i=e.options,s=e.containerOffset,n=e.position,o=e._aspectRatio||t.shiftKey,a={top:0,left:0},r=e.containerElement,t=!0;r[0]!==document&&/static/.test(r.css("position"))&&(a=s),n.left<(e._helper?s.left:0)&&(e.size.width=e.size.width+(e._helper?e.position.left-s.left:e.position.left-a.left),o&&(e.size.height=e.size.width/e.aspectRatio,t=!1),e.position.left=i.helper?s.left:0),n.top<(e._helper?s.top:0)&&(e.size.height=e.size.height+(e._helper?e.position.top-s.top:e.position.top),o&&(e.size.width=e.size.height*e.aspectRatio,t=!1),e.position.top=e._helper?s.top:0),i=e.containerElement.get(0)===e.element.parent().get(0),n=/relative|absolute/.test(e.containerElement.css("position")),i&&n?(e.offset.left=e.parentData.left+e.position.left,e.offset.top=e.parentData.top+e.position.top):(e.offset.left=e.element.offset().left,e.offset.top=e.element.offset().top),n=Math.abs(e.sizeDiff.width+(e._helper?e.offset.left-a.left:e.offset.left-s.left)),s=Math.abs(e.sizeDiff.height+(e._helper?e.offset.top-a.top:e.offset.top-s.top)),n+e.size.width>=e.parentData.width&&(e.size.width=e.parentData.width-n,o&&(e.size.height=e.size.width/e.aspectRatio,t=!1)),s+e.size.height>=e.parentData.height&&(e.size.height=e.parentData.height-s,o&&(e.size.width=e.size.height*e.aspectRatio,t=!1)),t||(e.position.left=e.prevPosition.left,e.position.top=e.prevPosition.top,e.size.width=e.prevSize.width,e.size.height=e.prevSize.height)},stop:function(){var t=V(this).resizable("instance"),e=t.options,i=t.containerOffset,s=t.containerPosition,n=t.containerElement,o=V(t.helper),a=o.offset(),r=o.outerWidth()-t.sizeDiff.width,o=o.outerHeight()-t.sizeDiff.height;t._helper&&!e.animate&&/relative/.test(n.css("position"))&&V(this).css({left:a.left-s.left-i.left,width:r,height:o}),t._helper&&!e.animate&&/static/.test(n.css("position"))&&V(this).css({left:a.left-s.left-i.left,width:r,height:o})}}),V.ui.plugin.add("resizable","alsoResize",{start:function(){var t=V(this).resizable("instance").options;V(t.alsoResize).each(function(){var t=V(this);t.data("ui-resizable-alsoresize",{width:parseFloat(t.width()),height:parseFloat(t.height()),left:parseFloat(t.css("left")),top:parseFloat(t.css("top"))})})},resize:function(t,i){var e=V(this).resizable("instance"),s=e.options,n=e.originalSize,o=e.originalPosition,a={height:e.size.height-n.height||0,width:e.size.width-n.width||0,top:e.position.top-o.top||0,left:e.position.left-o.left||0};V(s.alsoResize).each(function(){var t=V(this),s=V(this).data("ui-resizable-alsoresize"),n={},e=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];V.each(e,function(t,e){var i=(s[e]||0)+(a[e]||0);i&&0<=i&&(n[e]=i||null)}),t.css(n)})},stop:function(){V(this).removeData("ui-resizable-alsoresize")}}),V.ui.plugin.add("resizable","ghost",{start:function(){var t=V(this).resizable("instance"),e=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:e.height,width:e.width,margin:0,left:0,top:0}),t._addClass(t.ghost,"ui-resizable-ghost"),!1!==V.uiBackCompat&&"string"==typeof t.options.ghost&&t.ghost.addClass(this.options.ghost),t.ghost.appendTo(t.helper)},resize:function(){var t=V(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=V(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),V.ui.plugin.add("resizable","grid",{resize:function(){var t,e=V(this).resizable("instance"),i=e.options,s=e.size,n=e.originalSize,o=e.originalPosition,a=e.axis,r="number"==typeof i.grid?[i.grid,i.grid]:i.grid,l=r[0]||1,h=r[1]||1,c=Math.round((s.width-n.width)/l)*l,u=Math.round((s.height-n.height)/h)*h,d=n.width+c,p=n.height+u,f=i.maxWidth&&i.maxWidth<d,g=i.maxHeight&&i.maxHeight<p,m=i.minWidth&&i.minWidth>d,s=i.minHeight&&i.minHeight>p;i.grid=r,m&&(d+=l),s&&(p+=h),f&&(d-=l),g&&(p-=h),/^(se|s|e)$/.test(a)?(e.size.width=d,e.size.height=p):/^(ne)$/.test(a)?(e.size.width=d,e.size.height=p,e.position.top=o.top-u):/^(sw)$/.test(a)?(e.size.width=d,e.size.height=p,e.position.left=o.left-c):((p-h<=0||d-l<=0)&&(t=e._getPaddingPlusBorderDimensions(this)),0<p-h?(e.size.height=p,e.position.top=o.top-u):(p=h-t.height,e.size.height=p,e.position.top=o.top+n.height-p),0<d-l?(e.size.width=d,e.position.left=o.left-c):(d=l-t.width,e.size.width=d,e.position.left=o.left+n.width-d))}});V.ui.resizable;V.widget("ui.dialog",{version:"1.13.2",options:{appendTo:"body",autoOpen:!0,buttons:[],classes:{"ui-dialog":"ui-corner-all","ui-dialog-titlebar":"ui-corner-all"},closeOnEscape:!0,closeText:"Close",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var e=V(this).css(t).offset().top;e<0&&V(this).css("top",t.top-e)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),null==this.options.title&&null!=this.originalTitle&&(this.options.title=this.originalTitle),this.options.disabled&&(this.options.disabled=!1),this._createWrapper(),this.element.show().removeAttr("title").appendTo(this.uiDialog),this._addClass("ui-dialog-content","ui-widget-content"),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&V.fn.draggable&&this._makeDraggable(),this.options.resizable&&V.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?V(t):this.document.find(t||"body").eq(0)},_destroy:function(){var t,e=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().css(this.originalCss).detach(),this.uiDialog.remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),(t=e.parent.children().eq(e.index)).length&&t[0]!==this.element[0]?t.before(this.element):e.parent.append(this.element)},widget:function(){return this.uiDialog},disable:V.noop,enable:V.noop,close:function(t){var e=this;this._isOpen&&!1!==this._trigger("beforeClose",t)&&(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),this.opener.filter(":focusable").trigger("focus").length||V.ui.safeBlur(V.ui.safeActiveElement(this.document[0])),this._hide(this.uiDialog,this.options.hide,function(){e._trigger("close",t)}))},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,e){var i=!1,s=this.uiDialog.siblings(".ui-front:visible").map(function(){return+V(this).css("z-index")}).get(),s=Math.max.apply(null,s);return s>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",s+1),i=!0),i&&!e&&this._trigger("focus",t),i},open:function(){var t=this;this._isOpen?this._moveToTop()&&this._focusTabbable():(this._isOpen=!0,this.opener=V(V.ui.safeActiveElement(this.document[0])),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"))},_focusTabbable:function(){var t=this._focusedElement;(t=!(t=!(t=!(t=!(t=t||this.element.find("[autofocus]")).length?this.element.find(":tabbable"):t).length?this.uiDialogButtonPane.find(":tabbable"):t).length?this.uiDialogTitlebarClose.filter(":tabbable"):t).length?this.uiDialog:t).eq(0).trigger("focus")},_restoreTabbableFocus:function(){var t=V.ui.safeActiveElement(this.document[0]);this.uiDialog[0]===t||V.contains(this.uiDialog[0],t)||this._focusTabbable()},_keepFocus:function(t){t.preventDefault(),this._restoreTabbableFocus(),this._delay(this._restoreTabbableFocus)},_createWrapper:function(){this.uiDialog=V("<div>").hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._addClass(this.uiDialog,"ui-dialog","ui-widget ui-widget-content ui-front"),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===V.ui.keyCode.ESCAPE)return t.preventDefault(),void this.close(t);var e,i,s;t.keyCode!==V.ui.keyCode.TAB||t.isDefaultPrevented()||(e=this.uiDialog.find(":tabbable"),i=e.first(),s=e.last(),t.target!==s[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==i[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){s.trigger("focus")}),t.preventDefault()):(this._delay(function(){i.trigger("focus")}),t.preventDefault()))},mousedown:function(t){this._moveToTop(t)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=V("<div>"),this._addClass(this.uiDialogTitlebar,"ui-dialog-titlebar","ui-widget-header ui-helper-clearfix"),this._on(this.uiDialogTitlebar,{mousedown:function(t){V(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.trigger("focus")}}),this.uiDialogTitlebarClose=V("<button type='button'></button>").button({label:V("<a>").text(this.options.closeText).html(),icon:"ui-icon-closethick",showLabel:!1}).appendTo(this.uiDialogTitlebar),this._addClass(this.uiDialogTitlebarClose,"ui-dialog-titlebar-close"),this._on(this.uiDialogTitlebarClose,{click:function(t){t.preventDefault(),this.close(t)}}),t=V("<span>").uniqueId().prependTo(this.uiDialogTitlebar),this._addClass(t,"ui-dialog-title"),this._title(t),this.uiDialogTitlebar.prependTo(this.uiDialog),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(t){this.options.title?t.text(this.options.title):t.html(" ")},_createButtonPane:function(){this.uiDialogButtonPane=V("<div>"),this._addClass(this.uiDialogButtonPane,"ui-dialog-buttonpane","ui-widget-content ui-helper-clearfix"),this.uiButtonSet=V("<div>").appendTo(this.uiDialogButtonPane),this._addClass(this.uiButtonSet,"ui-dialog-buttonset"),this._createButtons()},_createButtons:function(){var s=this,t=this.options.buttons;this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),V.isEmptyObject(t)||Array.isArray(t)&&!t.length?this._removeClass(this.uiDialog,"ui-dialog-buttons"):(V.each(t,function(t,e){var i;e=V.extend({type:"button"},e="function"==typeof e?{click:e,text:t}:e),i=e.click,t={icon:e.icon,iconPosition:e.iconPosition,showLabel:e.showLabel,icons:e.icons,text:e.text},delete e.click,delete e.icon,delete e.iconPosition,delete e.showLabel,delete e.icons,"boolean"==typeof e.text&&delete e.text,V("<button></button>",e).button(t).appendTo(s.uiButtonSet).on("click",function(){i.apply(s.element[0],arguments)})}),this._addClass(this.uiDialog,"ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog))},_makeDraggable:function(){var n=this,o=this.options;function a(t){return{position:t.position,offset:t.offset}}this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(t,e){n._addClass(V(this),"ui-dialog-dragging"),n._blockFrames(),n._trigger("dragStart",t,a(e))},drag:function(t,e){n._trigger("drag",t,a(e))},stop:function(t,e){var i=e.offset.left-n.document.scrollLeft(),s=e.offset.top-n.document.scrollTop();o.position={my:"left top",at:"left"+(0<=i?"+":"")+i+" top"+(0<=s?"+":"")+s,of:n.window},n._removeClass(V(this),"ui-dialog-dragging"),n._unblockFrames(),n._trigger("dragStop",t,a(e))}})},_makeResizable:function(){var n=this,o=this.options,t=o.resizable,e=this.uiDialog.css("position"),t="string"==typeof t?t:"n,e,s,w,se,sw,ne,nw";function a(t){return{originalPosition:t.originalPosition,originalSize:t.originalSize,position:t.position,size:t.size}}this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:o.maxWidth,maxHeight:o.maxHeight,minWidth:o.minWidth,minHeight:this._minHeight(),handles:t,start:function(t,e){n._addClass(V(this),"ui-dialog-resizing"),n._blockFrames(),n._trigger("resizeStart",t,a(e))},resize:function(t,e){n._trigger("resize",t,a(e))},stop:function(t,e){var i=n.uiDialog.offset(),s=i.left-n.document.scrollLeft(),i=i.top-n.document.scrollTop();o.height=n.uiDialog.height(),o.width=n.uiDialog.width(),o.position={my:"left top",at:"left"+(0<=s?"+":"")+s+" top"+(0<=i?"+":"")+i,of:n.window},n._removeClass(V(this),"ui-dialog-resizing"),n._unblockFrames(),n._trigger("resizeStop",t,a(e))}}).css("position",e)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=V(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),e=V.inArray(this,t);-1!==e&&t.splice(e,1)},_trackingInstances:function(){var t=this.document.data("ui-dialog-instances");return t||this.document.data("ui-dialog-instances",t=[]),t},_minHeight:function(){var t=this.options;return"auto"===t.height?t.minHeight:Math.min(t.minHeight,t.height)},_position:function(){var t=this.uiDialog.is(":visible");t||this.uiDialog.show(),this.uiDialog.position(this.options.position),t||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};V.each(t,function(t,e){i._setOption(t,e),t in i.sizeRelatedOptions&&(s=!0),t in i.resizableRelatedOptions&&(n[t]=e)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(t,e){var i,s=this.uiDialog;"disabled"!==t&&(this._super(t,e),"appendTo"===t&&this.uiDialog.appendTo(this._appendTo()),"buttons"===t&&this._createButtons(),"closeText"===t&&this.uiDialogTitlebarClose.button({label:V("<a>").text(""+this.options.closeText).html()}),"draggable"===t&&((i=s.is(":data(ui-draggable)"))&&!e&&s.draggable("destroy"),!i&&e&&this._makeDraggable()),"position"===t&&this._position(),"resizable"===t&&((i=s.is(":data(ui-resizable)"))&&!e&&s.resizable("destroy"),i&&"string"==typeof e&&s.resizable("option","handles",e),i||!1===e||this._makeResizable()),"title"===t&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var t,e,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),t=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),e=Math.max(0,s.minHeight-t),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-t):"none","auto"===s.height?this.element.css({minHeight:e,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-t)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=V(this);return V("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return!!V(t.target).closest(".ui-dialog").length||!!V(t.target).closest(".ui-datepicker").length},_createOverlay:function(){var i,s;this.options.modal&&(i=V.fn.jquery.substring(0,4),s=!0,this._delay(function(){s=!1}),this.document.data("ui-dialog-overlays")||this.document.on("focusin.ui-dialog",function(t){var e;s||((e=this._trackingInstances()[0])._allowInteraction(t)||(t.preventDefault(),e._focusTabbable(),"3.4."!==i&&"3.5."!==i||e._delay(e._restoreTabbableFocus)))}.bind(this)),this.overlay=V("<div>").appendTo(this._appendTo()),this._addClass(this.overlay,null,"ui-widget-overlay ui-front"),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1))},_destroyOverlay:function(){var t;this.options.modal&&this.overlay&&((t=this.document.data("ui-dialog-overlays")-1)?this.document.data("ui-dialog-overlays",t):(this.document.off("focusin.ui-dialog"),this.document.removeData("ui-dialog-overlays")),this.overlay.remove(),this.overlay=null)}}),!1!==V.uiBackCompat&&V.widget("ui.dialog",V.ui.dialog,{options:{dialogClass:""},_createWrapper:function(){this._super(),this.uiDialog.addClass(this.options.dialogClass)},_setOption:function(t,e){"dialogClass"===t&&this.uiDialog.removeClass(this.options.dialogClass).addClass(e),this._superApply(arguments)}});V.ui.dialog;function lt(t,e,i){return e<=t&&t<e+i}V.widget("ui.droppable",{version:"1.13.2",widgetEventPrefix:"drop",options:{accept:"*",addClasses:!0,greedy:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,e=this.options,i=e.accept;this.isover=!1,this.isout=!0,this.accept="function"==typeof i?i:function(t){return t.is(i)},this.proportions=function(){if(!arguments.length)return t=t||{width:this.element[0].offsetWidth,height:this.element[0].offsetHeight};t=arguments[0]},this._addToManager(e.scope),e.addClasses&&this._addClass("ui-droppable")},_addToManager:function(t){V.ui.ddmanager.droppables[t]=V.ui.ddmanager.droppables[t]||[],V.ui.ddmanager.droppables[t].push(this)},_splice:function(t){for(var e=0;e<t.length;e++)t[e]===this&&t.splice(e,1)},_destroy:function(){var t=V.ui.ddmanager.droppables[this.options.scope];this._splice(t)},_setOption:function(t,e){var i;"accept"===t?this.accept="function"==typeof e?e:function(t){return t.is(e)}:"scope"===t&&(i=V.ui.ddmanager.droppables[this.options.scope],this._splice(i),this._addToManager(e)),this._super(t,e)},_activate:function(t){var e=V.ui.ddmanager.current;this._addActiveClass(),e&&this._trigger("activate",t,this.ui(e))},_deactivate:function(t){var e=V.ui.ddmanager.current;this._removeActiveClass(),e&&this._trigger("deactivate",t,this.ui(e))},_over:function(t){var e=V.ui.ddmanager.current;e&&(e.currentItem||e.element)[0]!==this.element[0]&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this._addHoverClass(),this._trigger("over",t,this.ui(e)))},_out:function(t){var e=V.ui.ddmanager.current;e&&(e.currentItem||e.element)[0]!==this.element[0]&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this._removeHoverClass(),this._trigger("out",t,this.ui(e)))},_drop:function(e,t){var i=t||V.ui.ddmanager.current,s=!1;return!(!i||(i.currentItem||i.element)[0]===this.element[0])&&(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var t=V(this).droppable("instance");if(t.options.greedy&&!t.options.disabled&&t.options.scope===i.options.scope&&t.accept.call(t.element[0],i.currentItem||i.element)&&V.ui.intersect(i,V.extend(t,{offset:t.element.offset()}),t.options.tolerance,e))return!(s=!0)}),!s&&(!!this.accept.call(this.element[0],i.currentItem||i.element)&&(this._removeActiveClass(),this._removeHoverClass(),this._trigger("drop",e,this.ui(i)),this.element)))},ui:function(t){return{draggable:t.currentItem||t.element,helper:t.helper,position:t.position,offset:t.positionAbs}},_addHoverClass:function(){this._addClass("ui-droppable-hover")},_removeHoverClass:function(){this._removeClass("ui-droppable-hover")},_addActiveClass:function(){this._addClass("ui-droppable-active")},_removeActiveClass:function(){this._removeClass("ui-droppable-active")}}),V.ui.intersect=function(t,e,i,s){if(!e.offset)return!1;var n=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,a=n+t.helperProportions.width,r=o+t.helperProportions.height,l=e.offset.left,h=e.offset.top,c=l+e.proportions().width,u=h+e.proportions().height;switch(i){case"fit":return l<=n&&a<=c&&h<=o&&r<=u;case"intersect":return l<n+t.helperProportions.width/2&&a-t.helperProportions.width/2<c&&h<o+t.helperProportions.height/2&&r-t.helperProportions.height/2<u;case"pointer":return lt(s.pageY,h,e.proportions().height)&<(s.pageX,l,e.proportions().width);case"touch":return(h<=o&&o<=u||h<=r&&r<=u||o<h&&u<r)&&(l<=n&&n<=c||l<=a&&a<=c||n<l&&c<a);default:return!1}},!(V.ui.ddmanager={current:null,droppables:{default:[]},prepareOffsets:function(t,e){var i,s,n=V.ui.ddmanager.droppables[t.options.scope]||[],o=e?e.type:null,a=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();t:for(i=0;i<n.length;i++)if(!(n[i].options.disabled||t&&!n[i].accept.call(n[i].element[0],t.currentItem||t.element))){for(s=0;s<a.length;s++)if(a[s]===n[i].element[0]){n[i].proportions().height=0;continue t}n[i].visible="none"!==n[i].element.css("display"),n[i].visible&&("mousedown"===o&&n[i]._activate.call(n[i],e),n[i].offset=n[i].element.offset(),n[i].proportions({width:n[i].element[0].offsetWidth,height:n[i].element[0].offsetHeight}))}},drop:function(t,e){var i=!1;return V.each((V.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&V.ui.intersect(t,this,this.options.tolerance,e)&&(i=this._drop.call(this,e)||i),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,e)))}),i},dragStart:function(t,e){t.element.parentsUntil("body").on("scroll.droppable",function(){t.options.refreshPositions||V.ui.ddmanager.prepareOffsets(t,e)})},drag:function(n,o){n.options.refreshPositions&&V.ui.ddmanager.prepareOffsets(n,o),V.each(V.ui.ddmanager.droppables[n.options.scope]||[],function(){var t,e,i,s;this.options.disabled||this.greedyChild||!this.visible||(s=!(i=V.ui.intersect(n,this,this.options.tolerance,o))&&this.isover?"isout":i&&!this.isover?"isover":null)&&(this.options.greedy&&(e=this.options.scope,(i=this.element.parents(":data(ui-droppable)").filter(function(){return V(this).droppable("instance").options.scope===e})).length&&((t=V(i[0]).droppable("instance")).greedyChild="isover"===s)),t&&"isover"===s&&(t.isover=!1,t.isout=!0,t._out.call(t,o)),this[s]=!0,this["isout"===s?"isover":"isout"]=!1,this["isover"===s?"_over":"_out"].call(this,o),t&&"isout"===s&&(t.isout=!1,t.isover=!0,t._over.call(t,o)))})},dragStop:function(t,e){t.element.parentsUntil("body").off("scroll.droppable"),t.options.refreshPositions||V.ui.ddmanager.prepareOffsets(t,e)}})!==V.uiBackCompat&&V.widget("ui.droppable",V.ui.droppable,{options:{hoverClass:!1,activeClass:!1},_addActiveClass:function(){this._super(),this.options.activeClass&&this.element.addClass(this.options.activeClass)},_removeActiveClass:function(){this._super(),this.options.activeClass&&this.element.removeClass(this.options.activeClass)},_addHoverClass:function(){this._super(),this.options.hoverClass&&this.element.addClass(this.options.hoverClass)},_removeHoverClass:function(){this._super(),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass)}});V.ui.droppable,V.widget("ui.progressbar",{version:"1.13.2",options:{classes:{"ui-progressbar":"ui-corner-all","ui-progressbar-value":"ui-corner-left","ui-progressbar-complete":"ui-corner-right"},max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.attr({role:"progressbar","aria-valuemin":this.min}),this._addClass("ui-progressbar","ui-widget ui-widget-content"),this.valueDiv=V("<div>").appendTo(this.element),this._addClass(this.valueDiv,"ui-progressbar-value","ui-widget-header"),this._refreshValue()},_destroy:function(){this.element.removeAttr("role aria-valuemin aria-valuemax aria-valuenow"),this.valueDiv.remove()},value:function(t){if(void 0===t)return this.options.value;this.options.value=this._constrainedValue(t),this._refreshValue()},_constrainedValue:function(t){return void 0===t&&(t=this.options.value),this.indeterminate=!1===t,"number"!=typeof t&&(t=0),!this.indeterminate&&Math.min(this.options.max,Math.max(this.min,t))},_setOptions:function(t){var e=t.value;delete t.value,this._super(t),this.options.value=this._constrainedValue(e),this._refreshValue()},_setOption:function(t,e){"max"===t&&(e=Math.max(this.min,e)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this.element.attr("aria-disabled",t),this._toggleClass(null,"ui-state-disabled",!!t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,e=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).width(e.toFixed(0)+"%"),this._toggleClass(this.valueDiv,"ui-progressbar-complete",null,t===this.options.max)._toggleClass("ui-progressbar-indeterminate",null,this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=V("<div>").appendTo(this.valueDiv),this._addClass(this.overlayDiv,"ui-progressbar-overlay"))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),V.widget("ui.selectable",V.ui.mouse,{version:"1.13.2",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var i=this;this._addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){i.elementPos=V(i.element[0]).offset(),i.selectees=V(i.options.filter,i.element[0]),i._addClass(i.selectees,"ui-selectee"),i.selectees.each(function(){var t=V(this),e=t.offset(),e={left:e.left-i.elementPos.left,top:e.top-i.elementPos.top};V.data(this,"selectable-item",{element:this,$element:t,left:e.left,top:e.top,right:e.left+t.outerWidth(),bottom:e.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this._mouseInit(),this.helper=V("<div>"),this._addClass(this.helper,"ui-selectable-helper")},_destroy:function(){this.selectees.removeData("selectable-item"),this._mouseDestroy()},_mouseStart:function(i){var s=this,t=this.options;this.opos=[i.pageX,i.pageY],this.elementPos=V(this.element[0]).offset(),this.options.disabled||(this.selectees=V(t.filter,this.element[0]),this._trigger("start",i),V(t.appendTo).append(this.helper),this.helper.css({left:i.pageX,top:i.pageY,width:0,height:0}),t.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var t=V.data(this,"selectable-item");t.startselected=!0,i.metaKey||i.ctrlKey||(s._removeClass(t.$element,"ui-selected"),t.selected=!1,s._addClass(t.$element,"ui-unselecting"),t.unselecting=!0,s._trigger("unselecting",i,{unselecting:t.element}))}),V(i.target).parents().addBack().each(function(){var t,e=V.data(this,"selectable-item");if(e)return t=!i.metaKey&&!i.ctrlKey||!e.$element.hasClass("ui-selected"),s._removeClass(e.$element,t?"ui-unselecting":"ui-selected")._addClass(e.$element,t?"ui-selecting":"ui-unselecting"),e.unselecting=!t,e.selecting=t,(e.selected=t)?s._trigger("selecting",i,{selecting:e.element}):s._trigger("unselecting",i,{unselecting:e.element}),!1}))},_mouseDrag:function(s){if(this.dragged=!0,!this.options.disabled){var t,n=this,o=this.options,a=this.opos[0],r=this.opos[1],l=s.pageX,h=s.pageY;return l<a&&(t=l,l=a,a=t),h<r&&(t=h,h=r,r=t),this.helper.css({left:a,top:r,width:l-a,height:h-r}),this.selectees.each(function(){var t=V.data(this,"selectable-item"),e=!1,i={};t&&t.element!==n.element[0]&&(i.left=t.left+n.elementPos.left,i.right=t.right+n.elementPos.left,i.top=t.top+n.elementPos.top,i.bottom=t.bottom+n.elementPos.top,"touch"===o.tolerance?e=!(i.left>l||i.right<a||i.top>h||i.bottom<r):"fit"===o.tolerance&&(e=i.left>a&&i.right<l&&i.top>r&&i.bottom<h),e?(t.selected&&(n._removeClass(t.$element,"ui-selected"),t.selected=!1),t.unselecting&&(n._removeClass(t.$element,"ui-unselecting"),t.unselecting=!1),t.selecting||(n._addClass(t.$element,"ui-selecting"),t.selecting=!0,n._trigger("selecting",s,{selecting:t.element}))):(t.selecting&&((s.metaKey||s.ctrlKey)&&t.startselected?(n._removeClass(t.$element,"ui-selecting"),t.selecting=!1,n._addClass(t.$element,"ui-selected"),t.selected=!0):(n._removeClass(t.$element,"ui-selecting"),t.selecting=!1,t.startselected&&(n._addClass(t.$element,"ui-unselecting"),t.unselecting=!0),n._trigger("unselecting",s,{unselecting:t.element}))),t.selected&&(s.metaKey||s.ctrlKey||t.startselected||(n._removeClass(t.$element,"ui-selected"),t.selected=!1,n._addClass(t.$element,"ui-unselecting"),t.unselecting=!0,n._trigger("unselecting",s,{unselecting:t.element})))))}),!1}},_mouseStop:function(e){var i=this;return this.dragged=!1,V(".ui-unselecting",this.element[0]).each(function(){var t=V.data(this,"selectable-item");i._removeClass(t.$element,"ui-unselecting"),t.unselecting=!1,t.startselected=!1,i._trigger("unselected",e,{unselected:t.element})}),V(".ui-selecting",this.element[0]).each(function(){var t=V.data(this,"selectable-item");i._removeClass(t.$element,"ui-selecting")._addClass(t.$element,"ui-selected"),t.selecting=!1,t.selected=!0,t.startselected=!0,i._trigger("selected",e,{selected:t.element})}),this._trigger("stop",e),this.helper.remove(),!1}}),V.widget("ui.selectmenu",[V.ui.formResetMixin,{version:"1.13.2",defaultElement:"<select>",options:{appendTo:null,classes:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"},disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:!1,change:null,close:null,focus:null,open:null,select:null},_create:function(){var t=this.element.uniqueId().attr("id");this.ids={element:t,button:t+"-button",menu:t+"-menu"},this._drawButton(),this._drawMenu(),this._bindFormResetHandler(),this._rendered=!1,this.menuItems=V()},_drawButton:function(){var t,e=this,i=this._parseOption(this.element.find("option:selected"),this.element[0].selectedIndex);this.labels=this.element.labels().attr("for",this.ids.button),this._on(this.labels,{click:function(t){this.button.trigger("focus"),t.preventDefault()}}),this.element.hide(),this.button=V("<span>",{tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true",title:this.element.attr("title")}).insertAfter(this.element),this._addClass(this.button,"ui-selectmenu-button ui-selectmenu-button-closed","ui-button ui-widget"),t=V("<span>").appendTo(this.button),this._addClass(t,"ui-selectmenu-icon","ui-icon "+this.options.icons.button),this.buttonItem=this._renderButtonItem(i).appendTo(this.button),!1!==this.options.width&&this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){e._rendered||e._refreshMenu()})},_drawMenu:function(){var i=this;this.menu=V("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=V("<div>").append(this.menu),this._addClass(this.menuWrap,"ui-selectmenu-menu","ui-front"),this.menuWrap.appendTo(this._appendTo()),this.menuInstance=this.menu.menu({classes:{"ui-menu":"ui-corner-bottom"},role:"listbox",select:function(t,e){t.preventDefault(),i._setSelection(),i._select(e.item.data("ui-selectmenu-item"),t)},focus:function(t,e){e=e.item.data("ui-selectmenu-item");null!=i.focusIndex&&e.index!==i.focusIndex&&(i._trigger("focus",t,{item:e}),i.isOpen||i._select(e,t)),i.focusIndex=e.index,i.button.attr("aria-activedescendant",i.menuItems.eq(e.index).attr("id"))}}).menu("instance"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this.buttonItem.replaceWith(this.buttonItem=this._renderButtonItem(this._getSelectedItem().data("ui-selectmenu-item")||{})),null===this.options.width&&this._resizeButton()},_refreshMenu:function(){var t=this.element.find("option");this.menu.empty(),this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup").find(".ui-menu-item-wrapper"),this._rendered=!0,t.length&&(t=this._getSelectedItem(),this.menuInstance.focus(null,t),this._setAria(t.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(t){this.options.disabled||(this._rendered?(this._removeClass(this.menu.find(".ui-state-active"),null,"ui-state-active"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.menuItems.length&&(this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",t)))},_position:function(){this.menuWrap.position(V.extend({of:this.button},this.options.position))},close:function(t){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",t))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderButtonItem:function(t){var e=V("<span>");return this._setText(e,t.label),this._addClass(e,"ui-selectmenu-text"),e},_renderMenu:function(s,t){var n=this,o="";V.each(t,function(t,e){var i;e.optgroup!==o&&(i=V("<li>",{text:e.optgroup}),n._addClass(i,"ui-selectmenu-optgroup","ui-menu-divider"+(e.element.parent("optgroup").prop("disabled")?" ui-state-disabled":"")),i.appendTo(s),o=e.optgroup),n._renderItemData(s,e)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-selectmenu-item",e)},_renderItem:function(t,e){var i=V("<li>"),s=V("<div>",{title:e.element.attr("title")});return e.disabled&&this._addClass(i,null,"ui-state-disabled"),this._setText(s,e.label),i.append(s).appendTo(t)},_setText:function(t,e){e?t.text(e):t.html(" ")},_move:function(t,e){var i,s=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex).parent("li"):(i=this.menuItems.eq(this.element[0].selectedIndex).parent("li"),s+=":not(.ui-state-disabled)"),(s="first"===t||"last"===t?i["first"===t?"prevAll":"nextAll"](s).eq(-1):i[t+"All"](s).eq(0)).length&&this.menuInstance.focus(e,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex).parent("li")},_toggle:function(t){this[this.isOpen?"close":"open"](t)},_setSelection:function(){var t;this.range&&(window.getSelection?((t=window.getSelection()).removeAllRanges(),t.addRange(this.range)):this.range.select(),this.button.trigger("focus"))},_documentClick:{mousedown:function(t){this.isOpen&&(V(t.target).closest(".ui-selectmenu-menu, #"+V.escapeSelector(this.ids.button)).length||this.close(t))}},_buttonEvents:{mousedown:function(){var t;window.getSelection?(t=window.getSelection()).rangeCount&&(this.range=t.getRangeAt(0)):this.range=document.selection.createRange()},click:function(t){this._setSelection(),this._toggle(t)},keydown:function(t){var e=!0;switch(t.keyCode){case V.ui.keyCode.TAB:case V.ui.keyCode.ESCAPE:this.close(t),e=!1;break;case V.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case V.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case V.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case V.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case V.ui.keyCode.LEFT:this._move("prev",t);break;case V.ui.keyCode.RIGHT:this._move("next",t);break;case V.ui.keyCode.HOME:case V.ui.keyCode.PAGE_UP:this._move("first",t);break;case V.ui.keyCode.END:case V.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),e=!1}e&&t.preventDefault()}},_selectFocusedItem:function(t){var e=this.menuItems.eq(this.focusIndex).parent("li");e.hasClass("ui-state-disabled")||this._select(e.data("ui-selectmenu-item"),t)},_select:function(t,e){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=t.index,this.buttonItem.replaceWith(this.buttonItem=this._renderButtonItem(t)),this._setAria(t),this._trigger("select",e,{item:t}),t.index!==i&&this._trigger("change",e,{item:t}),this.close(e)},_setAria:function(t){t=this.menuItems.eq(t.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(t,e){var i;"icons"===t&&(i=this.button.find("span.ui-icon"),this._removeClass(i,null,this.options.icons.button)._addClass(i,null,e.button)),this._super(t,e),"appendTo"===t&&this.menuWrap.appendTo(this._appendTo()),"width"===t&&this._resizeButton()},_setOptionDisabled:function(t){this._super(t),this.menuInstance.option("disabled",t),this.button.attr("aria-disabled",t),this._toggleClass(this.button,null,"ui-state-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)},_appendTo:function(){var t=this.options.appendTo;return t=!(t=!(t=t&&(t.jquery||t.nodeType?V(t):this.document.find(t).eq(0)))||!t[0]?this.element.closest(".ui-front, dialog"):t).length?this.document[0].body:t},_toggleAttr:function(){this.button.attr("aria-expanded",this.isOpen),this._removeClass(this.button,"ui-selectmenu-button-"+(this.isOpen?"closed":"open"))._addClass(this.button,"ui-selectmenu-button-"+(this.isOpen?"open":"closed"))._toggleClass(this.menuWrap,"ui-selectmenu-open",null,this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var t=this.options.width;!1!==t?(null===t&&(t=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(t)):this.button.css("width","")},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){var t=this._super();return t.disabled=this.element.prop("disabled"),t},_parseOptions:function(t){var i=this,s=[];t.each(function(t,e){e.hidden||s.push(i._parseOption(V(e),t))}),this.items=s},_parseOption:function(t,e){var i=t.parent("optgroup");return{element:t,index:e,value:t.val(),label:t.text(),optgroup:i.attr("label")||"",disabled:i.prop("disabled")||t.prop("disabled")}},_destroy:function(){this._unbindFormResetHandler(),this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.labels.attr("for",this.ids.element)}}]),V.widget("ui.slider",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"slide",options:{animate:!1,classes:{"ui-slider":"ui-corner-all","ui-slider-handle":"ui-corner-all","ui-slider-range":"ui-corner-all ui-widget-header"},distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this._addClass("ui-slider ui-slider-"+this.orientation,"ui-widget ui-widget-content"),this._refresh(),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,e=this.options,i=this.element.find(".ui-slider-handle"),s=[],n=e.values&&e.values.length||1;for(i.length>n&&(i.slice(n).remove(),i=i.slice(0,n)),t=i.length;t<n;t++)s.push("<span tabindex='0'></span>");this.handles=i.add(V(s.join("")).appendTo(this.element)),this._addClass(this.handles,"ui-slider-handle","ui-state-default"),this.handle=this.handles.eq(0),this.handles.each(function(t){V(this).data("ui-slider-handle-index",t).attr("tabIndex",0)})},_createRange:function(){var t=this.options;t.range?(!0===t.range&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:Array.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?(this._removeClass(this.range,"ui-slider-range-min ui-slider-range-max"),this.range.css({left:"",bottom:""})):(this.range=V("<div>").appendTo(this.element),this._addClass(this.range,"ui-slider-range")),"min"!==t.range&&"max"!==t.range||this._addClass(this.range,"ui-slider-range-"+t.range)):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,o,e,a,r=this,l=this.options;return!l.disabled&&(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),a={x:t.pageX,y:t.pageY},i=this._normValueFromMouse(a),s=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var e=Math.abs(i-r.values(t));(e<s||s===e&&(t===r._lastChangedValue||r.values(t)===l.min))&&(s=e,n=V(this),o=t)}),!1!==this._start(t,o)&&(this._mouseSliding=!0,this._handleIndex=o,this._addClass(n,null,"ui-state-active"),n.trigger("focus"),e=n.offset(),a=!V(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=a?{left:0,top:0}:{left:t.pageX-e.left-n.width()/2,top:t.pageY-e.top-n.height()/2-(parseInt(n.css("borderTopWidth"),10)||0)-(parseInt(n.css("borderBottomWidth"),10)||0)+(parseInt(n.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,i),this._animateOff=!0))},_mouseStart:function(){return!0},_mouseDrag:function(t){var e={x:t.pageX,y:t.pageY},e=this._normValueFromMouse(e);return this._slide(t,this._handleIndex,e),!1},_mouseStop:function(t){return this._removeClass(this.handles,null,"ui-state-active"),this._mouseSliding=!1,this._stop(t,this._handleIndex),this._change(t,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(t){var e,t="horizontal"===this.orientation?(e=this.elementSize.width,t.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(e=this.elementSize.height,t.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),t=t/e;return(t=1<t?1:t)<0&&(t=0),"vertical"===this.orientation&&(t=1-t),e=this._valueMax()-this._valueMin(),e=this._valueMin()+t*e,this._trimAlignValue(e)},_uiHash:function(t,e,i){var s={handle:this.handles[t],handleIndex:t,value:void 0!==e?e:this.value()};return this._hasMultipleValues()&&(s.value=void 0!==e?e:this.values(t),s.values=i||this.values()),s},_hasMultipleValues:function(){return this.options.values&&this.options.values.length},_start:function(t,e){return this._trigger("start",t,this._uiHash(e))},_slide:function(t,e,i){var s,n=this.value(),o=this.values();this._hasMultipleValues()&&(s=this.values(e?0:1),n=this.values(e),2===this.options.values.length&&!0===this.options.range&&(i=0===e?Math.min(s,i):Math.max(s,i)),o[e]=i),i!==n&&!1!==this._trigger("slide",t,this._uiHash(e,i,o))&&(this._hasMultipleValues()?this.values(e,i):this.value(i))},_stop:function(t,e){this._trigger("stop",t,this._uiHash(e))},_change:function(t,e){this._keySliding||this._mouseSliding||(this._lastChangedValue=e,this._trigger("change",t,this._uiHash(e)))},value:function(t){return arguments.length?(this.options.value=this._trimAlignValue(t),this._refreshValue(),void this._change(null,0)):this._value()},values:function(t,e){var i,s,n;if(1<arguments.length)return this.options.values[t]=this._trimAlignValue(e),this._refreshValue(),void this._change(null,t);if(!arguments.length)return this._values();if(!Array.isArray(t))return this._hasMultipleValues()?this._values(t):this.value();for(i=this.options.values,s=t,n=0;n<i.length;n+=1)i[n]=this._trimAlignValue(s[n]),this._change(null,n);this._refreshValue()},_setOption:function(t,e){var i,s=0;switch("range"===t&&!0===this.options.range&&("min"===e?(this.options.value=this._values(0),this.options.values=null):"max"===e&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),Array.isArray(this.options.values)&&(s=this.options.values.length),this._super(t,e),t){case"orientation":this._detectOrientation(),this._removeClass("ui-slider-horizontal ui-slider-vertical")._addClass("ui-slider-"+this.orientation),this._refreshValue(),this.options.range&&this._refreshRange(e),this.handles.css("horizontal"===e?"bottom":"left","");break;case"value":this._animateOff=!0,this._refreshValue(),this._change(null,0),this._animateOff=!1;break;case"values":for(this._animateOff=!0,this._refreshValue(),i=s-1;0<=i;i--)this._change(null,i);this._animateOff=!1;break;case"step":case"min":case"max":this._animateOff=!0,this._calculateNewMax(),this._refreshValue(),this._animateOff=!1;break;case"range":this._animateOff=!0,this._refresh(),this._animateOff=!1}},_setOptionDisabled:function(t){this._super(t),this._toggleClass(null,"ui-state-disabled",!!t)},_value:function(){var t=this.options.value;return t=this._trimAlignValue(t)},_values:function(t){var e,i;if(arguments.length)return t=this.options.values[t],t=this._trimAlignValue(t);if(this._hasMultipleValues()){for(e=this.options.values.slice(),i=0;i<e.length;i+=1)e[i]=this._trimAlignValue(e[i]);return e}return[]},_trimAlignValue:function(t){if(t<=this._valueMin())return this._valueMin();if(t>=this._valueMax())return this._valueMax();var e=0<this.options.step?this.options.step:1,i=(t-this._valueMin())%e,t=t-i;return 2*Math.abs(i)>=e&&(t+=0<i?e:-e),parseFloat(t.toFixed(5))},_calculateNewMax:function(){var t=this.options.max,e=this._valueMin(),i=this.options.step;(t=Math.round((t-e)/i)*i+e)>this.options.max&&(t-=i),this.max=parseFloat(t.toFixed(this._precision()))},_precision:function(){var t=this._precisionOf(this.options.step);return t=null!==this.options.min?Math.max(t,this._precisionOf(this.options.min)):t},_precisionOf:function(t){var e=t.toString(),t=e.indexOf(".");return-1===t?0:e.length-t-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshRange:function(t){"vertical"===t&&this.range.css({width:"",left:""}),"horizontal"===t&&this.range.css({height:"",bottom:""})},_refreshValue:function(){var e,i,t,s,n,o=this.options.range,a=this.options,r=this,l=!this._animateOff&&a.animate,h={};this._hasMultipleValues()?this.handles.each(function(t){i=(r.values(t)-r._valueMin())/(r._valueMax()-r._valueMin())*100,h["horizontal"===r.orientation?"left":"bottom"]=i+"%",V(this).stop(1,1)[l?"animate":"css"](h,a.animate),!0===r.options.range&&("horizontal"===r.orientation?(0===t&&r.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},a.animate),1===t&&r.range[l?"animate":"css"]({width:i-e+"%"},{queue:!1,duration:a.animate})):(0===t&&r.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},a.animate),1===t&&r.range[l?"animate":"css"]({height:i-e+"%"},{queue:!1,duration:a.animate}))),e=i}):(t=this.value(),s=this._valueMin(),n=this._valueMax(),i=n!==s?(t-s)/(n-s)*100:0,h["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](h,a.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},a.animate),"max"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:100-i+"%"},a.animate),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},a.animate),"max"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:100-i+"%"},a.animate))},_handleEvents:{keydown:function(t){var e,i,s,n=V(t.target).data("ui-slider-handle-index");switch(t.keyCode){case V.ui.keyCode.HOME:case V.ui.keyCode.END:case V.ui.keyCode.PAGE_UP:case V.ui.keyCode.PAGE_DOWN:case V.ui.keyCode.UP:case V.ui.keyCode.RIGHT:case V.ui.keyCode.DOWN:case V.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,this._addClass(V(t.target),null,"ui-state-active"),!1===this._start(t,n)))return}switch(s=this.options.step,e=i=this._hasMultipleValues()?this.values(n):this.value(),t.keyCode){case V.ui.keyCode.HOME:i=this._valueMin();break;case V.ui.keyCode.END:i=this._valueMax();break;case V.ui.keyCode.PAGE_UP:i=this._trimAlignValue(e+(this._valueMax()-this._valueMin())/this.numPages);break;case V.ui.keyCode.PAGE_DOWN:i=this._trimAlignValue(e-(this._valueMax()-this._valueMin())/this.numPages);break;case V.ui.keyCode.UP:case V.ui.keyCode.RIGHT:if(e===this._valueMax())return;i=this._trimAlignValue(e+s);break;case V.ui.keyCode.DOWN:case V.ui.keyCode.LEFT:if(e===this._valueMin())return;i=this._trimAlignValue(e-s)}this._slide(t,n,i)},keyup:function(t){var e=V(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,e),this._change(t,e),this._removeClass(V(t.target),null,"ui-state-active"))}}}),V.widget("ui.sortable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(t,e,i){return e<=t&&t<e+i},_isFloating:function(t){return/left|right/.test(t.css("float"))||/inline|table-cell/.test(t.css("display"))},_create:function(){this.containerCache={},this._addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(t,e){this._super(t,e),"handle"===t&&this._setHandleClassName()},_setHandleClassName:function(){var t=this;this._removeClass(this.element.find(".ui-sortable-handle"),"ui-sortable-handle"),V.each(this.items,function(){t._addClass(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item,"ui-sortable-handle")})},_destroy:function(){this._mouseDestroy();for(var t=this.items.length-1;0<=t;t--)this.items[t].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,e){var i=null,s=!1,n=this;return!this.reverting&&(!this.options.disabled&&"static"!==this.options.type&&(this._refreshItems(t),V(t.target).parents().each(function(){if(V.data(this,n.widgetName+"-item")===n)return i=V(this),!1}),!!(i=V.data(t.target,n.widgetName+"-item")===n?V(t.target):i)&&(!(this.options.handle&&!e&&(V(this.options.handle,i).find("*").addBack().each(function(){this===t.target&&(s=!0)}),!s))&&(this.currentItem=i,this._removeCurrentsFromItems(),!0))))},_mouseStart:function(t,e,i){var s,n,o=this.options;if((this.currentContainer=this).refreshPositions(),this.appendTo=V("parent"!==o.appendTo?o.appendTo:this.currentItem.parent()),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},V.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),this.scrollParent=this.placeholder.scrollParent(),V.extend(this.offset,{parent:this._getParentOffset()}),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(n=this.document.find("body"),this.storedCursor=n.css("cursor"),n.css("cursor",o.cursor),this.storedStylesheet=V("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(n)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!i)for(s=this.containers.length-1;0<=s;s--)this.containers[s]._trigger("activate",t,this._uiHash(this));return V.ui.ddmanager&&(V.ui.ddmanager.current=this),V.ui.ddmanager&&!o.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this._addClass(this.helper,"ui-sortable-helper"),this.helper.parent().is(this.appendTo)||(this.helper.detach().appendTo(this.appendTo),this.offset.parent=this._getParentOffset()),this.position=this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,this.lastPositionAbs=this.positionAbs=this._convertPositionTo("absolute"),this._mouseDrag(t),!0},_scroll:function(t){var e=this.options,i=!1;return this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<e.scrollSensitivity?this.scrollParent[0].scrollTop=i=this.scrollParent[0].scrollTop+e.scrollSpeed:t.pageY-this.overflowOffset.top<e.scrollSensitivity&&(this.scrollParent[0].scrollTop=i=this.scrollParent[0].scrollTop-e.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<e.scrollSensitivity?this.scrollParent[0].scrollLeft=i=this.scrollParent[0].scrollLeft+e.scrollSpeed:t.pageX-this.overflowOffset.left<e.scrollSensitivity&&(this.scrollParent[0].scrollLeft=i=this.scrollParent[0].scrollLeft-e.scrollSpeed)):(t.pageY-this.document.scrollTop()<e.scrollSensitivity?i=this.document.scrollTop(this.document.scrollTop()-e.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<e.scrollSensitivity&&(i=this.document.scrollTop(this.document.scrollTop()+e.scrollSpeed)),t.pageX-this.document.scrollLeft()<e.scrollSensitivity?i=this.document.scrollLeft(this.document.scrollLeft()-e.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<e.scrollSensitivity&&(i=this.document.scrollLeft(this.document.scrollLeft()+e.scrollSpeed))),i},_mouseDrag:function(t){var e,i,s,n,o=this.options;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),o.scroll&&!1!==this._scroll(t)&&(this._refreshItemPositions(!0),V.ui.ddmanager&&!o.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t)),this.dragDirection={vertical:this._getDragVerticalDirection(),horizontal:this._getDragHorizontalDirection()},e=this.items.length-1;0<=e;e--)if(s=(i=this.items[e]).item[0],(n=this._intersectsWithPointer(i))&&i.instance===this.currentContainer&&!(s===this.currentItem[0]||this.placeholder[1===n?"next":"prev"]()[0]===s||V.contains(this.placeholder[0],s)||"semi-dynamic"===this.options.type&&V.contains(this.element[0],s))){if(this.direction=1===n?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(i))break;this._rearrange(t,i),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),V.ui.ddmanager&&V.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,e){var i,s,n,o;if(t)return V.ui.ddmanager&&!this.options.dropBehaviour&&V.ui.ddmanager.drop(this,t),this.options.revert?(s=(i=this).placeholder.offset(),o={},(n=this.options.axis)&&"x"!==n||(o.left=s.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),n&&"y"!==n||(o.top=s.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,V(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){i._clear(t)})):this._clear(t,e),!1},cancel:function(){if(this.dragging){this._mouseUp(new V.Event("mouseup",{target:null})),"original"===this.options.helper?(this.currentItem.css(this._storedCSS),this._removeClass(this.currentItem,"ui-sortable-helper")):this.currentItem.show();for(var t=this.containers.length-1;0<=t;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),V.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?V(this.domPosition.prev).after(this.currentItem):V(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var t=this._getItemsAsjQuery(e&&e.connected),i=[];return e=e||{},V(t).each(function(){var t=(V(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);t&&i.push((e.key||t[1]+"[]")+"="+(e.key&&e.expression?t[1]:t[2]))}),!i.length&&e.key&&i.push(e.key+"="),i.join("&")},toArray:function(t){var e=this._getItemsAsjQuery(t&&t.connected),i=[];return t=t||{},e.each(function(){i.push(V(t.item||this).attr(t.attribute||"id")||"")}),i},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,o=t.left,a=o+t.width,r=t.top,l=r+t.height,h=this.offset.click.top,c=this.offset.click.left,h="x"===this.options.axis||r<s+h&&s+h<l,c="y"===this.options.axis||o<e+c&&e+c<a;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>t[this.floating?"width":"height"]?h&&c:o<e+this.helperProportions.width/2&&i-this.helperProportions.width/2<a&&r<s+this.helperProportions.height/2&&n-this.helperProportions.height/2<l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,t.top,t.height),t="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,t.left,t.width);return!(!e||!t)&&(e=this.dragDirection.vertical,t=this.dragDirection.horizontal,this.floating?"right"===t||"down"===e?2:1:e&&("down"===e?2:1))},_intersectsWithSides:function(t){var e=this._isOverAxis(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),s=this.dragDirection.vertical,t=this.dragDirection.horizontal;return this.floating&&t?"right"===t&&i||"left"===t&&!i:s&&("down"===s&&e||"up"===s&&!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!=t&&(0<t?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!=t&&(0<t?"right":"left")},refresh:function(t){return this._refreshItems(t),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(t){var e,i,s,n,o=[],a=[],r=this._connectWith();if(r&&t)for(e=r.length-1;0<=e;e--)for(i=(s=V(r[e],this.document[0])).length-1;0<=i;i--)(n=V.data(s[i],this.widgetFullName))&&n!==this&&!n.options.disabled&&a.push(["function"==typeof n.options.items?n.options.items.call(n.element):V(n.options.items,n.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),n]);function l(){o.push(this)}for(a.push(["function"==typeof this.options.items?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):V(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),e=a.length-1;0<=e;e--)a[e][0].each(l);return V(o)},_removeCurrentsFromItems:function(){var i=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=V.grep(this.items,function(t){for(var e=0;e<i.length;e++)if(i[e]===t.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var e,i,s,n,o,a,r,l,h=this.items,c=[["function"==typeof this.options.items?this.options.items.call(this.element[0],t,{item:this.currentItem}):V(this.options.items,this.element),this]],u=this._connectWith();if(u&&this.ready)for(e=u.length-1;0<=e;e--)for(i=(s=V(u[e],this.document[0])).length-1;0<=i;i--)(n=V.data(s[i],this.widgetFullName))&&n!==this&&!n.options.disabled&&(c.push(["function"==typeof n.options.items?n.options.items.call(n.element[0],t,{item:this.currentItem}):V(n.options.items,n.element),n]),this.containers.push(n));for(e=c.length-1;0<=e;e--)for(o=c[e][1],l=(a=c[e][i=0]).length;i<l;i++)(r=V(a[i])).data(this.widgetName+"-item",o),h.push({item:r,instance:o,width:0,height:0,left:0,top:0})},_refreshItemPositions:function(t){for(var e,i,s=this.items.length-1;0<=s;s--)e=this.items[s],this.currentContainer&&e.instance!==this.currentContainer&&e.item[0]!==this.currentItem[0]||(i=this.options.toleranceElement?V(this.options.toleranceElement,e.item):e.item,t||(e.width=i.outerWidth(),e.height=i.outerHeight()),i=i.offset(),e.left=i.left,e.top=i.top)},refreshPositions:function(t){var e,i;if(this.floating=!!this.items.length&&("x"===this.options.axis||this._isFloating(this.items[0].item)),this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset()),this._refreshItemPositions(t),this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(e=this.containers.length-1;0<=e;e--)i=this.containers[e].element.offset(),this.containers[e].containerCache.left=i.left,this.containers[e].containerCache.top=i.top,this.containers[e].containerCache.width=this.containers[e].element.outerWidth(),this.containers[e].containerCache.height=this.containers[e].element.outerHeight();return this},_createPlaceholder:function(i){var s,n,o=(i=i||this).options;o.placeholder&&o.placeholder.constructor!==String||(s=o.placeholder,n=i.currentItem[0].nodeName.toLowerCase(),o.placeholder={element:function(){var t=V("<"+n+">",i.document[0]);return i._addClass(t,"ui-sortable-placeholder",s||i.currentItem[0].className)._removeClass(t,"ui-sortable-helper"),"tbody"===n?i._createTrPlaceholder(i.currentItem.find("tr").eq(0),V("<tr>",i.document[0]).appendTo(t)):"tr"===n?i._createTrPlaceholder(i.currentItem,t):"img"===n&&t.attr("src",i.currentItem.attr("src")),s||t.css("visibility","hidden"),t},update:function(t,e){s&&!o.forcePlaceholderSize||(e.height()&&(!o.forcePlaceholderSize||"tbody"!==n&&"tr"!==n)||e.height(i.currentItem.innerHeight()-parseInt(i.currentItem.css("paddingTop")||0,10)-parseInt(i.currentItem.css("paddingBottom")||0,10)),e.width()||e.width(i.currentItem.innerWidth()-parseInt(i.currentItem.css("paddingLeft")||0,10)-parseInt(i.currentItem.css("paddingRight")||0,10)))}}),i.placeholder=V(o.placeholder.element.call(i.element,i.currentItem)),i.currentItem.after(i.placeholder),o.placeholder.update(i,i.placeholder)},_createTrPlaceholder:function(t,e){var i=this;t.children().each(function(){V("<td> </td>",i.document[0]).attr("colspan",V(this).attr("colspan")||1).appendTo(e)})},_contactContainers:function(t){for(var e,i,s,n,o,a,r,l,h,c=null,u=null,d=this.containers.length-1;0<=d;d--)V.contains(this.currentItem[0],this.containers[d].element[0])||(this._intersectsWith(this.containers[d].containerCache)?c&&V.contains(this.containers[d].element[0],c.element[0])||(c=this.containers[d],u=d):this.containers[d].containerCache.over&&(this.containers[d]._trigger("out",t,this._uiHash(this)),this.containers[d].containerCache.over=0));if(c)if(1===this.containers.length)this.containers[u].containerCache.over||(this.containers[u]._trigger("over",t,this._uiHash(this)),this.containers[u].containerCache.over=1);else{for(i=1e4,s=null,n=(l=c.floating||this._isFloating(this.currentItem))?"left":"top",o=l?"width":"height",h=l?"pageX":"pageY",e=this.items.length-1;0<=e;e--)V.contains(this.containers[u].element[0],this.items[e].item[0])&&this.items[e].item[0]!==this.currentItem[0]&&(a=this.items[e].item.offset()[n],r=!1,t[h]-a>this.items[e][o]/2&&(r=!0),Math.abs(t[h]-a)<i&&(i=Math.abs(t[h]-a),s=this.items[e],this.direction=r?"up":"down"));(s||this.options.dropOnEmpty)&&(this.currentContainer!==this.containers[u]?(s?this._rearrange(t,s,null,!0):this._rearrange(t,null,this.containers[u].element,!0),this._trigger("change",t,this._uiHash()),this.containers[u]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[u],this.options.placeholder.update(this.currentContainer,this.placeholder),this.scrollParent=this.placeholder.scrollParent(),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this.containers[u]._trigger("over",t,this._uiHash(this)),this.containers[u].containerCache.over=1):this.currentContainer.containerCache.over||(this.containers[u]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1))}},_createHelper:function(t){var e=this.options,t="function"==typeof e.helper?V(e.helper.apply(this.element[0],[t,this.currentItem])):"clone"===e.helper?this.currentItem.clone():this.currentItem;return t.parents("body").length||this.appendTo[0].appendChild(t[0]),t[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),t[0].style.width&&!e.forceHelperSize||t.width(this.currentItem.width()),t[0].style.height&&!e.forceHelperSize||t.height(this.currentItem.height()),t},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),"left"in(t=Array.isArray(t)?{left:+t[0],top:+t[1]||0}:t)&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),{top:(t=this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&V.ui.ie?{top:0,left:0}:t).top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,e,i=this.options;"parent"===i.containment&&(i.containment=this.helper[0].parentNode),"document"!==i.containment&&"window"!==i.containment||(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===i.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===i.containment?this.document.height()||document.body.parentNode.scrollHeight:this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(i.containment)||(t=V(i.containment)[0],e=V(i.containment).offset(),i="hidden"!==V(t).css("overflow"),this.containment=[e.left+(parseInt(V(t).css("borderLeftWidth"),10)||0)+(parseInt(V(t).css("paddingLeft"),10)||0)-this.margins.left,e.top+(parseInt(V(t).css("borderTopWidth"),10)||0)+(parseInt(V(t).css("paddingTop"),10)||0)-this.margins.top,e.left+(i?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(V(t).css("borderLeftWidth"),10)||0)-(parseInt(V(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,e.top+(i?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(V(t).css("borderTopWidth"),10)||0)-(parseInt(V(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,e){e=e||this.position;var i="absolute"===t?1:-1,s="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,t=/(html|body)/i.test(s[0].tagName);return{top:e.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():t?0:s.scrollTop())*i,left:e.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():t?0:s.scrollLeft())*i}},_generatePosition:function(t){var e=this.options,i=t.pageX,s=t.pageY,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,o=/(html|body)/i.test(n[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(i=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(s=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(i=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(s=this.containment[3]+this.offset.click.top)),e.grid&&(t=this.originalPageY+Math.round((s-this.originalPageY)/e.grid[1])*e.grid[1],s=!this.containment||t-this.offset.click.top>=this.containment[1]&&t-this.offset.click.top<=this.containment[3]?t:t-this.offset.click.top>=this.containment[1]?t-e.grid[1]:t+e.grid[1],t=this.originalPageX+Math.round((i-this.originalPageX)/e.grid[0])*e.grid[0],i=!this.containment||t-this.offset.click.left>=this.containment[0]&&t-this.offset.click.left<=this.containment[2]?t:t-this.offset.click.left>=this.containment[0]?t-e.grid[0]:t+e.grid[0])),{top:s-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():o?0:n.scrollTop()),left:i-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():o?0:n.scrollLeft())}},_rearrange:function(t,e,i,s){i?i[0].appendChild(this.placeholder[0]):e.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?e.item[0]:e.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(t,e){this.reverting=!1;var i,s=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(i in this._storedCSS)"auto"!==this._storedCSS[i]&&"static"!==this._storedCSS[i]||(this._storedCSS[i]="");this.currentItem.css(this._storedCSS),this._removeClass(this.currentItem,"ui-sortable-helper")}else this.currentItem.show();function n(e,i,s){return function(t){s._trigger(e,t,i._uiHash(i))}}for(this.fromOutside&&!e&&s.push(function(t){this._trigger("receive",t,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||e||s.push(function(t){this._trigger("update",t,this._uiHash())}),this!==this.currentContainer&&(e||(s.push(function(t){this._trigger("remove",t,this._uiHash())}),s.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),s.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),i=this.containers.length-1;0<=i;i--)e||s.push(n("deactivate",this,this.containers[i])),this.containers[i].containerCache.over&&(s.push(n("out",this,this.containers[i])),this.containers[i].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,e||this._trigger("beforeStop",t,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!e){for(i=0;i<s.length;i++)s[i].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){!1===V.Widget.prototype._trigger.apply(this,arguments)&&this.cancel()},_uiHash:function(t){var e=t||this;return{helper:e.helper,placeholder:e.placeholder||V([]),position:e.position,originalPosition:e.originalPosition,offset:e.positionAbs,item:e.currentItem,sender:t?t.element:null}}});function ht(e){return function(){var t=this.element.val();e.apply(this,arguments),this._refresh(),t!==this.element.val()&&this._trigger("change")}}V.widget("ui.spinner",{version:"1.13.2",defaultElement:"<input>",widgetEventPrefix:"spin",options:{classes:{"ui-spinner":"ui-corner-all","ui-spinner-down":"ui-corner-br","ui-spinner-up":"ui-corner-tr"},culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var s=this._super(),n=this.element;return V.each(["min","max","step"],function(t,e){var i=n.attr(e);null!=i&&i.length&&(s[e]=i)}),s},_events:{keydown:function(t){this._start(t)&&this._keydown(t)&&t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){this.cancelBlur?delete this.cancelBlur:(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",t))},mousewheel:function(t,e){var i=V.ui.safeActiveElement(this.document[0]);if(this.element[0]===i&&e){if(!this.spinning&&!this._start(t))return!1;this._spin((0<e?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(t){var e;function i(){this.element[0]===V.ui.safeActiveElement(this.document[0])||(this.element.trigger("focus"),this.previous=e,this._delay(function(){this.previous=e}))}e=this.element[0]===V.ui.safeActiveElement(this.document[0])?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),!1!==this._start(t)&&this._repeat(null,V(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){if(V(t.currentTarget).hasClass("ui-state-active"))return!1!==this._start(t)&&void this._repeat(null,V(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseleave .ui-spinner-button":"_stop"},_enhance:function(){this.uiSpinner=this.element.attr("autocomplete","off").wrap("<span>").parent().append("<a></a><a></a>")},_draw:function(){this._enhance(),this._addClass(this.uiSpinner,"ui-spinner","ui-widget ui-widget-content"),this._addClass("ui-spinner-input"),this.element.attr("role","spinbutton"),this.buttons=this.uiSpinner.children("a").attr("tabIndex",-1).attr("aria-hidden",!0).button({classes:{"ui-button":""}}),this._removeClass(this.buttons,"ui-corner-all"),this._addClass(this.buttons.first(),"ui-spinner-button ui-spinner-up"),this._addClass(this.buttons.last(),"ui-spinner-button ui-spinner-down"),this.buttons.first().button({icon:this.options.icons.up,showLabel:!1}),this.buttons.last().button({icon:this.options.icons.down,showLabel:!1}),this.buttons.height()>Math.ceil(.5*this.uiSpinner.height())&&0<this.uiSpinner.height()&&this.uiSpinner.height(this.uiSpinner.height())},_keydown:function(t){var e=this.options,i=V.ui.keyCode;switch(t.keyCode){case i.UP:return this._repeat(null,1,t),!0;case i.DOWN:return this._repeat(null,-1,t),!0;case i.PAGE_UP:return this._repeat(null,e.page,t),!0;case i.PAGE_DOWN:return this._repeat(null,-e.page,t),!0}return!1},_start:function(t){return!(!this.spinning&&!1===this._trigger("start",t))&&(this.counter||(this.counter=1),this.spinning=!0)},_repeat:function(t,e,i){t=t||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,e,i)},t),this._spin(e*this.options.step,i)},_spin:function(t,e){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+t*this._increment(this.counter)),this.spinning&&!1===this._trigger("spin",e,{value:i})||(this._value(i),this.counter++)},_increment:function(t){var e=this.options.incremental;return e?"function"==typeof e?e(t):Math.floor(t*t*t/5e4-t*t/500+17*t/200+1):1},_precision:function(){var t=this._precisionOf(this.options.step);return t=null!==this.options.min?Math.max(t,this._precisionOf(this.options.min)):t},_precisionOf:function(t){var e=t.toString(),t=e.indexOf(".");return-1===t?0:e.length-t-1},_adjustValue:function(t){var e=this.options,i=null!==e.min?e.min:0,s=t-i;return t=i+Math.round(s/e.step)*e.step,t=parseFloat(t.toFixed(this._precision())),null!==e.max&&t>e.max?e.max:null!==e.min&&t<e.min?e.min:t},_stop:function(t){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){var i;if("culture"===t||"numberFormat"===t)return i=this._parse(this.element.val()),this.options[t]=e,void this.element.val(this._format(i));"max"!==t&&"min"!==t&&"step"!==t||"string"==typeof e&&(e=this._parse(e)),"icons"===t&&(i=this.buttons.first().find(".ui-icon"),this._removeClass(i,null,this.options.icons.up),this._addClass(i,null,e.up),i=this.buttons.last().find(".ui-icon"),this._removeClass(i,null,this.options.icons.down),this._addClass(i,null,e.down)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this._toggleClass(this.uiSpinner,null,"ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable")},_setOptions:ht(function(t){this._super(t)}),_parse:function(t){return""===(t="string"==typeof 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|
||
<style type="text/css">
|
||
|
||
.tocify {
|
||
width: 20%;
|
||
max-height: 90%;
|
||
overflow: auto;
|
||
margin-left: 2%;
|
||
position: fixed;
|
||
border: 1px solid #ccc;
|
||
border-radius: 6px;
|
||
}
|
||
|
||
.tocify ul, .tocify li {
|
||
list-style: none;
|
||
margin: 0;
|
||
padding: 0;
|
||
border: none;
|
||
line-height: 30px;
|
||
}
|
||
|
||
.tocify-header {
|
||
text-indent: 10px;
|
||
}
|
||
|
||
.tocify-subheader {
|
||
text-indent: 20px;
|
||
display: none;
|
||
}
|
||
|
||
.tocify-subheader li {
|
||
font-size: 12px;
|
||
}
|
||
|
||
.tocify-subheader .tocify-subheader {
|
||
text-indent: 30px;
|
||
}
|
||
.tocify-subheader .tocify-subheader .tocify-subheader {
|
||
text-indent: 40px;
|
||
}
|
||
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
|
||
text-indent: 50px;
|
||
}
|
||
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
|
||
text-indent: 60px;
|
||
}
|
||
|
||
.tocify .tocify-item > a, .tocify .nav-list .nav-header {
|
||
margin: 0px;
|
||
}
|
||
|
||
.tocify .tocify-item a, .tocify .list-group-item {
|
||
padding: 5px;
|
||
}
|
||
.tocify .nav-pills > li {
|
||
float: none;
|
||
}
|
||
|
||
|
||
</style>
|
||
<script>/* jquery Tocify - v1.9.1 - 2013-10-22
|
||
* http://www.gregfranko.com/jquery.tocify.js/
|
||
* Copyright (c) 2013 Greg Franko; Licensed MIT */
|
||
|
||
// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic. I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
|
||
(function(tocify) {
|
||
|
||
// ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
|
||
"use strict";
|
||
|
||
// Calls the second IIFE and locally passes in the global jQuery, window, and document objects
|
||
tocify(window.jQuery, window, document);
|
||
|
||
}
|
||
|
||
// Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable. The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set. All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
|
||
(function($, window, document, undefined) {
|
||
|
||
// ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
|
||
"use strict";
|
||
|
||
var tocClassName = "tocify",
|
||
tocClass = "." + tocClassName,
|
||
tocFocusClassName = "tocify-focus",
|
||
tocHoverClassName = "tocify-hover",
|
||
hideTocClassName = "tocify-hide",
|
||
hideTocClass = "." + hideTocClassName,
|
||
headerClassName = "tocify-header",
|
||
headerClass = "." + headerClassName,
|
||
subheaderClassName = "tocify-subheader",
|
||
subheaderClass = "." + subheaderClassName,
|
||
itemClassName = "tocify-item",
|
||
itemClass = "." + itemClassName,
|
||
extendPageClassName = "tocify-extend-page",
|
||
extendPageClass = "." + extendPageClassName;
|
||
|
||
// Calling the jQueryUI Widget Factory Method
|
||
$.widget("toc.tocify", {
|
||
|
||
//Plugin version
|
||
version: "1.9.1",
|
||
|
||
// These options will be used as defaults
|
||
options: {
|
||
|
||
// **context**: Accepts String: Any jQuery selector
|
||
// The container element that holds all of the elements used to generate the table of contents
|
||
context: "body",
|
||
|
||
// **ignoreSelector**: Accepts String: Any jQuery selector
|
||
// A selector to any element that would be matched by selectors that you wish to be ignored
|
||
ignoreSelector: null,
|
||
|
||
// **selectors**: Accepts an Array of Strings: Any jQuery selectors
|
||
// The element's used to generate the table of contents. The order is very important since it will determine the table of content's nesting structure
|
||
selectors: "h1, h2, h3",
|
||
|
||
// **showAndHide**: Accepts a boolean: true or false
|
||
// Used to determine if elements should be shown and hidden
|
||
showAndHide: true,
|
||
|
||
// **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
|
||
// Used to display any of the table of contents nested items
|
||
showEffect: "slideDown",
|
||
|
||
// **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
|
||
// The time duration of the show animation
|
||
showEffectSpeed: "medium",
|
||
|
||
// **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
|
||
// Used to hide any of the table of contents nested items
|
||
hideEffect: "slideUp",
|
||
|
||
// **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
|
||
// The time duration of the hide animation
|
||
hideEffectSpeed: "medium",
|
||
|
||
// **smoothScroll**: Accepts a boolean: true or false
|
||
// Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
|
||
smoothScroll: true,
|
||
|
||
// **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
|
||
// The time duration of the smoothScroll animation
|
||
smoothScrollSpeed: "medium",
|
||
|
||
// **scrollTo**: Accepts Number (pixels)
|
||
// The amount of space between the top of page and the selected table of contents item after the page has been scrolled
|
||
scrollTo: 0,
|
||
|
||
// **showAndHideOnScroll**: Accepts a boolean: true or false
|
||
// Determines if table of contents nested items should be shown and hidden while scrolling
|
||
showAndHideOnScroll: true,
|
||
|
||
// **highlightOnScroll**: Accepts a boolean: true or false
|
||
// Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
|
||
highlightOnScroll: true,
|
||
|
||
// **highlightOffset**: Accepts a number
|
||
// The offset distance in pixels to trigger the next active table of contents item
|
||
highlightOffset: 40,
|
||
|
||
// **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
|
||
// Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
|
||
theme: "bootstrap",
|
||
|
||
// **extendPage**: Accepts a boolean: true or false
|
||
// If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
|
||
extendPage: true,
|
||
|
||
// **extendPageOffset**: Accepts a number: pixels
|
||
// How close to the bottom of the page a user must scroll before the page is extended
|
||
extendPageOffset: 100,
|
||
|
||
// **history**: Accepts a boolean: true or false
|
||
// Adds a hash to the page url to maintain history
|
||
history: true,
|
||
|
||
// **scrollHistory**: Accepts a boolean: true or false
|
||
// Adds a hash to the page url, to maintain history, when scrolling to a TOC item
|
||
scrollHistory: false,
|
||
|
||
// **hashGenerator**: How the hash value (the anchor segment of the URL, following the
|
||
// # character) will be generated.
|
||
//
|
||
// "compact" (default) - #CompressesEverythingTogether
|
||
// "pretty" - #looks-like-a-nice-url-and-is-easily-readable
|
||
// function(text, element){} - Your own hash generation function that accepts the text as an
|
||
// argument, and returns the hash value.
|
||
hashGenerator: "compact",
|
||
|
||
// **highlightDefault**: Accepts a boolean: true or false
|
||
// Set's the first TOC item as active if no other TOC item is active.
|
||
highlightDefault: true
|
||
|
||
},
|
||
|
||
// _Create
|
||
// -------
|
||
// Constructs the plugin. Only called once.
|
||
_create: function() {
|
||
|
||
var self = this;
|
||
|
||
self.extendPageScroll = true;
|
||
|
||
// Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
|
||
self.items = [];
|
||
|
||
// Generates the HTML for the dynamic table of contents
|
||
self._generateToc();
|
||
|
||
// Adds CSS classes to the newly generated table of contents HTML
|
||
self._addCSSClasses();
|
||
|
||
self.webkit = (function() {
|
||
|
||
for (var prop in window) {
|
||
|
||
if (prop) {
|
||
|
||
if (prop.toLowerCase().indexOf("webkit") !== -1) {
|
||
|
||
return true;
|
||
|
||
}
|
||
|
||
}
|
||
|
||
}
|
||
|
||
return false;
|
||
|
||
}());
|
||
|
||
// Adds jQuery event handlers to the newly generated table of contents
|
||
self._setEventHandlers();
|
||
|
||
// Binding to the Window load event to make sure the correct scrollTop is calculated
|
||
$(window).on("load", function() {
|
||
|
||
// Sets the active TOC item
|
||
self._setActiveElement(true);
|
||
|
||
// Once all animations on the page are complete, this callback function will be called
|
||
$("html, body").promise().done(function() {
|
||
|
||
setTimeout(function() {
|
||
|
||
self.extendPageScroll = false;
|
||
|
||
}, 0);
|
||
|
||
});
|
||
|
||
});
|
||
|
||
},
|
||
|
||
// _generateToc
|
||
// ------------
|
||
// Generates the HTML for the dynamic table of contents
|
||
_generateToc: function() {
|
||
|
||
// _Local variables_
|
||
|
||
// Stores the plugin context in the self variable
|
||
var self = this,
|
||
|
||
// All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
|
||
firstElem,
|
||
|
||
// Instantiated variable that will store the top level newly created unordered list DOM element
|
||
ul,
|
||
ignoreSelector = self.options.ignoreSelector;
|
||
|
||
|
||
// Determine the element to start the toc with
|
||
// get all the top level selectors
|
||
firstElem = [];
|
||
var selectors = this.options.selectors.replace(/ /g, "").split(",");
|
||
// find the first set that have at least one non-ignored element
|
||
for(var i = 0; i < selectors.length; i++) {
|
||
var foundSelectors = $(this.options.context).find(selectors[i]);
|
||
for (var s = 0; s < foundSelectors.length; s++) {
|
||
if (!$(foundSelectors[s]).is(ignoreSelector)) {
|
||
firstElem = foundSelectors;
|
||
break;
|
||
}
|
||
}
|
||
if (firstElem.length> 0)
|
||
break;
|
||
}
|
||
|
||
if (!firstElem.length) {
|
||
|
||
self.element.addClass(hideTocClassName);
|
||
|
||
return;
|
||
|
||
}
|
||
|
||
self.element.addClass(tocClassName);
|
||
|
||
// Loops through each top level selector
|
||
firstElem.each(function(index) {
|
||
|
||
//If the element matches the ignoreSelector then we skip it
|
||
if ($(this).is(ignoreSelector)) {
|
||
return;
|
||
}
|
||
|
||
// Creates an unordered list HTML element and adds a dynamic ID and standard class name
|
||
ul = $("<ul/>", {
|
||
"id": headerClassName + index,
|
||
"class": headerClassName
|
||
}).
|
||
|
||
// Appends a top level list item HTML element to the previously created HTML header
|
||
append(self._nestElements($(this), index));
|
||
|
||
// Add the created unordered list element to the HTML element calling the plugin
|
||
self.element.append(ul);
|
||
|
||
// Finds all of the HTML tags between the header and subheader elements
|
||
$(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
|
||
|
||
// If there are no nested subheader elemements
|
||
if ($(this).find(self.options.selectors).length === 0) {
|
||
|
||
// Loops through all of the subheader elements
|
||
$(this).filter(self.options.selectors).each(function() {
|
||
|
||
//If the element matches the ignoreSelector then we skip it
|
||
if ($(this).is(ignoreSelector)) {
|
||
return;
|
||
}
|
||
|
||
self._appendSubheaders.call(this, self, ul);
|
||
|
||
});
|
||
|
||
}
|
||
|
||
// If there are nested subheader elements
|
||
else {
|
||
|
||
// Loops through all of the subheader elements
|
||
$(this).find(self.options.selectors).each(function() {
|
||
|
||
//If the element matches the ignoreSelector then we skip it
|
||
if ($(this).is(ignoreSelector)) {
|
||
return;
|
||
}
|
||
|
||
self._appendSubheaders.call(this, self, ul);
|
||
|
||
});
|
||
|
||
}
|
||
|
||
});
|
||
|
||
});
|
||
|
||
},
|
||
|
||
_setActiveElement: function(pageload) {
|
||
|
||
var self = this,
|
||
|
||
hash = window.location.hash.substring(1),
|
||
|
||
elem = self.element.find('li[data-unique="' + hash + '"]');
|
||
|
||
if (hash.length) {
|
||
|
||
// Removes highlighting from all of the list item's
|
||
self.element.find("." + self.focusClass).removeClass(self.focusClass);
|
||
|
||
// Highlights the current list item that was clicked
|
||
elem.addClass(self.focusClass);
|
||
|
||
// Triggers the click event on the currently focused TOC item
|
||
elem.click();
|
||
|
||
} else {
|
||
|
||
// Removes highlighting from all of the list item's
|
||
self.element.find("." + self.focusClass).removeClass(self.focusClass);
|
||
|
||
if (!hash.length && pageload && self.options.highlightDefault) {
|
||
|
||
// Highlights the first TOC item if no other items are highlighted
|
||
self.element.find(itemClass).first().addClass(self.focusClass);
|
||
|
||
}
|
||
|
||
}
|
||
|
||
return self;
|
||
|
||
},
|
||
|
||
// _nestElements
|
||
// -------------
|
||
// Helps create the table of contents list by appending nested list items
|
||
_nestElements: function(self, index) {
|
||
|
||
var arr, item, hashValue;
|
||
|
||
arr = $.grep(this.items, function(item) {
|
||
|
||
return item === self.text();
|
||
|
||
});
|
||
|
||
// If there is already a duplicate TOC item
|
||
if (arr.length) {
|
||
|
||
// Adds the current TOC item text and index (for slight randomization) to the internal array
|
||
this.items.push(self.text() + index);
|
||
|
||
}
|
||
|
||
// If there not a duplicate TOC item
|
||
else {
|
||
|
||
// Adds the current TOC item text to the internal array
|
||
this.items.push(self.text());
|
||
|
||
}
|
||
|
||
hashValue = this._generateHashValue(arr, self, index);
|
||
|
||
// Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
|
||
item = $("<li/>", {
|
||
|
||
// Sets a common class name to the list item
|
||
"class": itemClassName,
|
||
|
||
"data-unique": hashValue
|
||
|
||
});
|
||
|
||
if (this.options.theme !== "bootstrap3") {
|
||
|
||
item.append($("<a/>", {
|
||
|
||
"html": self.html()
|
||
|
||
}));
|
||
|
||
} else {
|
||
|
||
item.html(self.html());
|
||
|
||
}
|
||
|
||
// Adds an HTML anchor tag before the currently traversed HTML element
|
||
self.before($("<div/>", {
|
||
|
||
// Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
|
||
"name": hashValue,
|
||
|
||
"data-unique": hashValue
|
||
|
||
}));
|
||
|
||
return item;
|
||
|
||
},
|
||
|
||
// _generateHashValue
|
||
// ------------------
|
||
// Generates the hash value that will be used to refer to each item.
|
||
_generateHashValue: function(arr, self, index) {
|
||
|
||
var hashValue = "",
|
||
hashGeneratorOption = this.options.hashGenerator;
|
||
|
||
if (hashGeneratorOption === "pretty") {
|
||
|
||
// prettify the text
|
||
hashValue = self.text().toLowerCase().replace(/\s/g, "-");
|
||
|
||
// fix double hyphens
|
||
while (hashValue.indexOf("--") > -1) {
|
||
hashValue = hashValue.replace(/--/g, "-");
|
||
}
|
||
|
||
// fix colon-space instances
|
||
while (hashValue.indexOf(":-") > -1) {
|
||
hashValue = hashValue.replace(/:-/g, "-");
|
||
}
|
||
|
||
} else if (typeof hashGeneratorOption === "function") {
|
||
|
||
// call the function
|
||
hashValue = hashGeneratorOption(self.text(), self);
|
||
|
||
} else {
|
||
|
||
// compact - the default
|
||
hashValue = self.text().replace(/\s/g, "");
|
||
|
||
}
|
||
|
||
// add the index if we need to
|
||
if (arr.length) {
|
||
hashValue += "" + index;
|
||
}
|
||
|
||
// return the value
|
||
return hashValue;
|
||
|
||
},
|
||
|
||
// _appendElements
|
||
// ---------------
|
||
// Helps create the table of contents list by appending subheader elements
|
||
|
||
_appendSubheaders: function(self, ul) {
|
||
|
||
// The current element index
|
||
var index = $(this).index(self.options.selectors),
|
||
|
||
// Finds the previous header DOM element
|
||
previousHeader = $(self.options.selectors).eq(index - 1),
|
||
|
||
currentTagName = +$(this).prop("tagName").charAt(1),
|
||
|
||
previousTagName = +previousHeader.prop("tagName").charAt(1),
|
||
|
||
lastSubheader;
|
||
|
||
// If the current header DOM element is smaller than the previous header DOM element or the first subheader
|
||
if (currentTagName < previousTagName) {
|
||
|
||
// Selects the last unordered list HTML found within the HTML element calling the plugin
|
||
self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
|
||
|
||
}
|
||
|
||
// If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
|
||
else if (currentTagName === previousTagName) {
|
||
|
||
ul.find(itemClass).last().after(self._nestElements($(this), index));
|
||
|
||
} else {
|
||
|
||
// Selects the last unordered list HTML found within the HTML element calling the plugin
|
||
ul.find(itemClass).last().
|
||
|
||
// Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
|
||
after($("<ul/>", {
|
||
|
||
"class": subheaderClassName,
|
||
|
||
"data-tag": currentTagName
|
||
|
||
})).next(subheaderClass).
|
||
|
||
// Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
|
||
append(self._nestElements($(this), index));
|
||
}
|
||
|
||
},
|
||
|
||
// _setEventHandlers
|
||
// ----------------
|
||
// Adds jQuery event handlers to the newly generated table of contents
|
||
_setEventHandlers: function() {
|
||
|
||
// _Local variables_
|
||
|
||
// Stores the plugin context in the self variable
|
||
var self = this,
|
||
|
||
// Instantiates a new variable that will be used to hold a specific element's context
|
||
$self,
|
||
|
||
// Instantiates a new variable that will be used to determine the smoothScroll animation time duration
|
||
duration;
|
||
|
||
// Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
|
||
this.element.on("click.tocify", "li", function(event) {
|
||
|
||
if (self.options.history) {
|
||
|
||
window.location.hash = $(this).attr("data-unique");
|
||
|
||
}
|
||
|
||
// Removes highlighting from all of the list item's
|
||
self.element.find("." + self.focusClass).removeClass(self.focusClass);
|
||
|
||
// Highlights the current list item that was clicked
|
||
$(this).addClass(self.focusClass);
|
||
|
||
// If the showAndHide option is true
|
||
if (self.options.showAndHide) {
|
||
|
||
var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
|
||
|
||
self._triggerShow(elem);
|
||
|
||
}
|
||
|
||
self._scrollTo($(this));
|
||
|
||
});
|
||
|
||
// Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
|
||
this.element.find("li").on({
|
||
|
||
// Mouseenter event handler
|
||
"mouseenter.tocify": function() {
|
||
|
||
// Adds a hover CSS class to the current list item
|
||
$(this).addClass(self.hoverClass);
|
||
|
||
// Makes sure the cursor is set to the pointer icon
|
||
$(this).css("cursor", "pointer");
|
||
|
||
},
|
||
|
||
// Mouseleave event handler
|
||
"mouseleave.tocify": function() {
|
||
|
||
if (self.options.theme !== "bootstrap") {
|
||
|
||
// Removes the hover CSS class from the current list item
|
||
$(this).removeClass(self.hoverClass);
|
||
|
||
}
|
||
|
||
}
|
||
});
|
||
|
||
// only attach handler if needed (expensive in IE)
|
||
if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
|
||
// Window scroll event handler
|
||
$(window).on("scroll.tocify", function() {
|
||
|
||
// Once all animations on the page are complete, this callback function will be called
|
||
$("html, body").promise().done(function() {
|
||
|
||
// Local variables
|
||
|
||
// Stores how far the user has scrolled
|
||
var winScrollTop = $(window).scrollTop(),
|
||
|
||
// Stores the height of the window
|
||
winHeight = $(window).height(),
|
||
|
||
// Stores the height of the document
|
||
docHeight = $(document).height(),
|
||
|
||
scrollHeight = $("body")[0].scrollHeight,
|
||
|
||
// Instantiates a variable that will be used to hold a selected HTML element
|
||
elem,
|
||
|
||
lastElem,
|
||
|
||
lastElemOffset,
|
||
|
||
currentElem;
|
||
|
||
if (self.options.extendPage) {
|
||
|
||
// If the user has scrolled to the bottom of the page and the last toc item is not focused
|
||
if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
|
||
|
||
if (!$(extendPageClass).length) {
|
||
|
||
lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
|
||
|
||
if (!lastElem.length) return;
|
||
|
||
// Gets the top offset of the page header that is linked to the last toc item
|
||
lastElemOffset = lastElem.offset().top;
|
||
|
||
// Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
|
||
$(self.options.context).append($("<div/>", {
|
||
|
||
"class": extendPageClassName,
|
||
|
||
"height": Math.abs(lastElemOffset - winScrollTop) + "px",
|
||
|
||
"data-unique": extendPageClassName
|
||
|
||
}));
|
||
|
||
if (self.extendPageScroll) {
|
||
|
||
currentElem = self.element.find('li.' + self.focusClass);
|
||
|
||
self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
|
||
|
||
}
|
||
|
||
}
|
||
|
||
}
|
||
|
||
}
|
||
|
||
// The zero timeout ensures the following code is run after the scroll events
|
||
setTimeout(function() {
|
||
|
||
// _Local variables_
|
||
|
||
// Stores the distance to the closest anchor
|
||
var closestAnchorDistance = null,
|
||
|
||
// Stores the index of the closest anchor
|
||
closestAnchorIdx = null,
|
||
|
||
// Keeps a reference to all anchors
|
||
anchors = $(self.options.context).find("div[data-unique]"),
|
||
|
||
anchorText;
|
||
|
||
// Determines the index of the closest anchor
|
||
anchors.each(function(idx) {
|
||
var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
|
||
if (closestAnchorDistance == null || distance < closestAnchorDistance) {
|
||
closestAnchorDistance = distance;
|
||
closestAnchorIdx = idx;
|
||
} else {
|
||
return false;
|
||
}
|
||
});
|
||
|
||
anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
|
||
|
||
// Stores the list item HTML element that corresponds to the currently traversed anchor tag
|
||
elem = $('li[data-unique="' + anchorText + '"]');
|
||
|
||
// If the `highlightOnScroll` option is true and a next element is found
|
||
if (self.options.highlightOnScroll && elem.length) {
|
||
|
||
// Removes highlighting from all of the list item's
|
||
self.element.find("." + self.focusClass).removeClass(self.focusClass);
|
||
|
||
// Highlights the corresponding list item
|
||
elem.addClass(self.focusClass);
|
||
|
||
}
|
||
|
||
if (self.options.scrollHistory) {
|
||
|
||
if (window.location.hash !== "#" + anchorText) {
|
||
|
||
window.location.replace("#" + anchorText);
|
||
|
||
}
|
||
}
|
||
|
||
// If the `showAndHideOnScroll` option is true
|
||
if (self.options.showAndHideOnScroll && self.options.showAndHide) {
|
||
|
||
self._triggerShow(elem, true);
|
||
|
||
}
|
||
|
||
}, 0);
|
||
|
||
});
|
||
|
||
});
|
||
}
|
||
|
||
},
|
||
|
||
// Show
|
||
// ----
|
||
// Opens the current sub-header
|
||
show: function(elem, scroll) {
|
||
|
||
// Stores the plugin context in the `self` variable
|
||
var self = this,
|
||
element = elem;
|
||
|
||
// If the sub-header is not already visible
|
||
if (!elem.is(":visible")) {
|
||
|
||
// If the current element does not have any nested subheaders, is not a header, and its parent is not visible
|
||
if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
|
||
|
||
// Sets the current element to all of the subheaders within the current header
|
||
elem = elem.parents(subheaderClass).add(elem);
|
||
|
||
}
|
||
|
||
// If the current element does not have any nested subheaders and is not a header
|
||
else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
|
||
|
||
// Sets the current element to the closest subheader
|
||
elem = elem.closest(subheaderClass);
|
||
|
||
}
|
||
|
||
//Determines what jQuery effect to use
|
||
switch (self.options.showEffect) {
|
||
|
||
//Uses `no effect`
|
||
case "none":
|
||
|
||
elem.show();
|
||
|
||
break;
|
||
|
||
//Uses the jQuery `show` special effect
|
||
case "show":
|
||
|
||
elem.show(self.options.showEffectSpeed);
|
||
|
||
break;
|
||
|
||
//Uses the jQuery `slideDown` special effect
|
||
case "slideDown":
|
||
|
||
elem.slideDown(self.options.showEffectSpeed);
|
||
|
||
break;
|
||
|
||
//Uses the jQuery `fadeIn` special effect
|
||
case "fadeIn":
|
||
|
||
elem.fadeIn(self.options.showEffectSpeed);
|
||
|
||
break;
|
||
|
||
//If none of the above options were passed, then a `jQueryUI show effect` is expected
|
||
default:
|
||
|
||
elem.show();
|
||
|
||
break;
|
||
|
||
}
|
||
|
||
}
|
||
|
||
// If the current subheader parent element is a header
|
||
if (elem.parent().is(headerClass)) {
|
||
|
||
// Hides all non-active sub-headers
|
||
self.hide($(subheaderClass).not(elem));
|
||
|
||
}
|
||
|
||
// If the current subheader parent element is not a header
|
||
else {
|
||
|
||
// Hides all non-active sub-headers
|
||
self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
|
||
|
||
}
|
||
|
||
// Maintains chainablity
|
||
return self;
|
||
|
||
},
|
||
|
||
// Hide
|
||
// ----
|
||
// Closes the current sub-header
|
||
hide: function(elem) {
|
||
|
||
// Stores the plugin context in the `self` variable
|
||
var self = this;
|
||
|
||
//Determines what jQuery effect to use
|
||
switch (self.options.hideEffect) {
|
||
|
||
// Uses `no effect`
|
||
case "none":
|
||
|
||
elem.hide();
|
||
|
||
break;
|
||
|
||
// Uses the jQuery `hide` special effect
|
||
case "hide":
|
||
|
||
elem.hide(self.options.hideEffectSpeed);
|
||
|
||
break;
|
||
|
||
// Uses the jQuery `slideUp` special effect
|
||
case "slideUp":
|
||
|
||
elem.slideUp(self.options.hideEffectSpeed);
|
||
|
||
break;
|
||
|
||
// Uses the jQuery `fadeOut` special effect
|
||
case "fadeOut":
|
||
|
||
elem.fadeOut(self.options.hideEffectSpeed);
|
||
|
||
break;
|
||
|
||
// If none of the above options were passed, then a `jqueryUI hide effect` is expected
|
||
default:
|
||
|
||
elem.hide();
|
||
|
||
break;
|
||
|
||
}
|
||
|
||
// Maintains chainablity
|
||
return self;
|
||
},
|
||
|
||
// _triggerShow
|
||
// ------------
|
||
// Determines what elements get shown on scroll and click
|
||
_triggerShow: function(elem, scroll) {
|
||
|
||
var self = this;
|
||
|
||
// If the current element's parent is a header element or the next element is a nested subheader element
|
||
if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
|
||
|
||
// Shows the next sub-header element
|
||
self.show(elem.next(subheaderClass), scroll);
|
||
|
||
}
|
||
|
||
// If the current element's parent is a subheader element
|
||
else if (elem.parent().is(subheaderClass)) {
|
||
|
||
// Shows the parent sub-header element
|
||
self.show(elem.parent(), scroll);
|
||
|
||
}
|
||
|
||
// Maintains chainability
|
||
return self;
|
||
|
||
},
|
||
|
||
// _addCSSClasses
|
||
// --------------
|
||
// Adds CSS classes to the newly generated table of contents HTML
|
||
_addCSSClasses: function() {
|
||
|
||
// If the user wants a jqueryUI theme
|
||
if (this.options.theme === "jqueryui") {
|
||
|
||
this.focusClass = "ui-state-default";
|
||
|
||
this.hoverClass = "ui-state-hover";
|
||
|
||
//Adds the default styling to the dropdown list
|
||
this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");
|
||
|
||
}
|
||
|
||
// If the user wants a twitterBootstrap theme
|
||
else if (this.options.theme === "bootstrap") {
|
||
|
||
this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");
|
||
|
||
this.focusClass = "active";
|
||
|
||
}
|
||
|
||
// If the user wants a twitterBootstrap theme
|
||
else if (this.options.theme === "bootstrap3") {
|
||
|
||
this.element.find(headerClass + "," + subheaderClass).addClass("list-group");
|
||
|
||
this.element.find(itemClass).addClass("list-group-item");
|
||
|
||
this.focusClass = "active";
|
||
|
||
}
|
||
|
||
// If a user does not want a prebuilt theme
|
||
else {
|
||
|
||
// Adds more neutral classes (instead of jqueryui)
|
||
|
||
this.focusClass = tocFocusClassName;
|
||
|
||
this.hoverClass = tocHoverClassName;
|
||
|
||
}
|
||
|
||
//Maintains chainability
|
||
return this;
|
||
|
||
},
|
||
|
||
// setOption
|
||
// ---------
|
||
// Sets a single Tocify option after the plugin is invoked
|
||
setOption: function() {
|
||
|
||
// Calls the jQueryUI Widget Factory setOption method
|
||
$.Widget.prototype._setOption.apply(this, arguments);
|
||
|
||
},
|
||
|
||
// setOptions
|
||
// ----------
|
||
// Sets a single or multiple Tocify options after the plugin is invoked
|
||
setOptions: function() {
|
||
|
||
// Calls the jQueryUI Widget Factory setOptions method
|
||
$.Widget.prototype._setOptions.apply(this, arguments);
|
||
|
||
},
|
||
|
||
// _scrollTo
|
||
// ---------
|
||
// Scrolls to a specific element
|
||
_scrollTo: function(elem) {
|
||
|
||
var self = this,
|
||
duration = self.options.smoothScroll || 0,
|
||
scrollTo = self.options.scrollTo,
|
||
currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');
|
||
|
||
if (!currentDiv.length) {
|
||
|
||
return self;
|
||
|
||
}
|
||
|
||
// Once all animations on the page are complete, this callback function will be called
|
||
$("html, body").promise().done(function() {
|
||
|
||
// Animates the html and body element scrolltops
|
||
$("html, body").animate({
|
||
|
||
// Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
|
||
"scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"
|
||
|
||
}, {
|
||
|
||
// Sets the smoothScroll animation time duration to the smoothScrollSpeed option
|
||
"duration": duration
|
||
|
||
});
|
||
|
||
});
|
||
|
||
// Maintains chainability
|
||
return self;
|
||
|
||
}
|
||
|
||
});
|
||
|
||
})); //end of plugin
|
||
</script>
|
||
<script>
|
||
|
||
/**
|
||
* jQuery Plugin: Sticky Tabs
|
||
*
|
||
* @author Aidan Lister <aidan@php.net>
|
||
* adapted by Ruben Arslan to activate parent tabs too
|
||
* http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
|
||
*/
|
||
(function($) {
|
||
"use strict";
|
||
$.fn.rmarkdownStickyTabs = function() {
|
||
var context = this;
|
||
// Show the tab corresponding with the hash in the URL, or the first tab
|
||
var showStuffFromHash = function() {
|
||
var hash = window.location.hash;
|
||
var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
|
||
var $selector = $(selector, context);
|
||
if($selector.data('toggle') === "tab") {
|
||
$selector.tab('show');
|
||
// walk up the ancestors of this element, show any hidden tabs
|
||
$selector.parents('.section.tabset').each(function(i, elm) {
|
||
var link = $('a[href="#' + $(elm).attr('id') + '"]');
|
||
if(link.data('toggle') === "tab") {
|
||
link.tab("show");
|
||
}
|
||
});
|
||
}
|
||
};
|
||
|
||
|
||
// Set the correct tab when the page loads
|
||
showStuffFromHash(context);
|
||
|
||
// Set the correct tab when a user uses their back/forward button
|
||
$(window).on('hashchange', function() {
|
||
showStuffFromHash(context);
|
||
});
|
||
|
||
// Change the URL when tabs are clicked
|
||
$('a', context).on('click', function(e) {
|
||
history.pushState(null, null, this.href);
|
||
showStuffFromHash(context);
|
||
});
|
||
|
||
return this;
|
||
};
|
||
}(jQuery));
|
||
|
||
window.buildTabsets = function(tocID) {
|
||
|
||
// build a tabset from a section div with the .tabset class
|
||
function buildTabset(tabset) {
|
||
|
||
// check for fade and pills options
|
||
var fade = tabset.hasClass("tabset-fade");
|
||
var pills = tabset.hasClass("tabset-pills");
|
||
var navClass = pills ? "nav-pills" : "nav-tabs";
|
||
|
||
// determine the heading level of the tabset and tabs
|
||
var match = tabset.attr('class').match(/level(\d) /);
|
||
if (match === null)
|
||
return;
|
||
var tabsetLevel = Number(match[1]);
|
||
var tabLevel = tabsetLevel + 1;
|
||
|
||
// find all subheadings immediately below
|
||
var tabs = tabset.find("div.section.level" + tabLevel);
|
||
if (!tabs.length)
|
||
return;
|
||
|
||
// create tablist and tab-content elements
|
||
var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
|
||
$(tabs[0]).before(tabList);
|
||
var tabContent = $('<div class="tab-content"></div>');
|
||
$(tabs[0]).before(tabContent);
|
||
|
||
// build the tabset
|
||
var activeTab = 0;
|
||
tabs.each(function(i) {
|
||
|
||
// get the tab div
|
||
var tab = $(tabs[i]);
|
||
|
||
// get the id then sanitize it for use with bootstrap tabs
|
||
var id = tab.attr('id');
|
||
|
||
// see if this is marked as the active tab
|
||
if (tab.hasClass('active'))
|
||
activeTab = i;
|
||
|
||
// remove any table of contents entries associated with
|
||
// this ID (since we'll be removing the heading element)
|
||
$("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
|
||
|
||
// sanitize the id for use with bootstrap tabs
|
||
id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
|
||
tab.attr('id', id);
|
||
|
||
// get the heading element within it, grab it's text, then remove it
|
||
var heading = tab.find('h' + tabLevel + ':first');
|
||
var headingText = heading.html();
|
||
heading.remove();
|
||
|
||
// build and append the tab list item
|
||
var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
|
||
a.attr('href', '#' + id);
|
||
a.attr('aria-controls', id);
|
||
var li = $('<li role="presentation"></li>');
|
||
li.append(a);
|
||
tabList.append(li);
|
||
|
||
// set it's attributes
|
||
tab.attr('role', 'tabpanel');
|
||
tab.addClass('tab-pane');
|
||
tab.addClass('tabbed-pane');
|
||
if (fade)
|
||
tab.addClass('fade');
|
||
|
||
// move it into the tab content div
|
||
tab.detach().appendTo(tabContent);
|
||
});
|
||
|
||
// set active tab
|
||
$(tabList.children('li')[activeTab]).addClass('active');
|
||
var active = $(tabContent.children('div.section')[activeTab]);
|
||
active.addClass('active');
|
||
if (fade)
|
||
active.addClass('in');
|
||
|
||
if (tabset.hasClass("tabset-sticky"))
|
||
tabset.rmarkdownStickyTabs();
|
||
}
|
||
|
||
// convert section divs with the .tabset class to tabsets
|
||
var tabsets = $("div.section.tabset");
|
||
tabsets.each(function(i) {
|
||
buildTabset($(tabsets[i]));
|
||
});
|
||
};
|
||
|
||
</script>
|
||
<style type="text/css">.hljs-literal {
|
||
color: #990073;
|
||
}
|
||
.hljs-number {
|
||
color: #099;
|
||
}
|
||
.hljs-comment {
|
||
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<div class="toc-content col-xs-12 col-sm-8 col-md-9">
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<div id="header">
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<h1 class="title toc-ignore">TP2 - Statistique Descriptive</h1>
|
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<h4 class="date">3MIC - 2024-2025</h4>
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<p>Ce TP a pour objectif de mener l’étude descriptive uni- et
|
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bi-dimensionnelle du jeu de données <code>wine</code> disponible sous
|
||
Moodle. Vous rédigerez les réponses et vos observations dans le script
|
||
.Rmd du TP au fur et à mesure. Vous pourrez compiler votre script à la
|
||
fin du TP pour obtenir un compte-rendu du TP.</p>
|
||
<p><em>Remarque : pensez à enlever les “eval=F” au fur et à mesure de
|
||
l’avancement dans le TP pour avoir les résultats dans votre compte-rendu
|
||
final de TP.</em></p>
|
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<div id="données" class="section level1" number="1">
|
||
<h1><span class="header-section-number">1</span> Données</h1>
|
||
<p>On va étudier le jeu de données <strong>wine</strong> disponible sur
|
||
la page moodle du cours. Commencez par récupérer ce jeu de données et
|
||
sauvegardez le fichier dans votre dossier de travail.</p>
|
||
<p>Le jeu de données <strong>wine </strong> comprend des mesures
|
||
physico-chimiques réalisées sur un échantillon de <em><span class="math inline">\(600\)</span> </em>vins (rouges et blancs) du
|
||
Portugal. Ces mesures sont complétées par une évaluation sensorielle de
|
||
la qualité par un ensemble d’experts. Chaque vin est décrit par les
|
||
variables suivantes :</p>
|
||
<ul>
|
||
<li><em>Qualite</em> : son évaluation sensorielle par les experts
|
||
(“bad”,“medium”,“good”),</li>
|
||
<li><em>Type</em> : son type (1 pour un vin rouge, 0 pour un vin
|
||
blanc),</li>
|
||
<li><em>AcidVol</em> : la teneur en acide volatile (en g/dm3 d’acide
|
||
acétique),</li>
|
||
<li><em>AcidCitr</em> : la teneur en acide citrique (en g/dm3),</li>
|
||
<li><em>SO2lbr</em> : le dosage du dioxyde de soufre libre (en
|
||
mg/dm3),</li>
|
||
<li><em>SO2tot</em> : le dosage du dioxyde de soufre total (en
|
||
mg/dm3),</li>
|
||
<li><em>Densite</em> : la densité (en g/cm3),</li>
|
||
<li><em>Alcool</em> : le degré d’alcool (en % Vol.).</li>
|
||
</ul>
|
||
<p>Dans un premier temps, commencez par charger le jeu de données à
|
||
l’aide de la fonction <code>read.table()</code>.</p>
|
||
<pre class="r badCode"><code>wine <- read.table("wine.txt",header=TRUE)</code></pre>
|
||
<p>Vous pouvez voir les premières lignes du jeu de données à l’aide de
|
||
la fonction <code>head()</code></p>
|
||
<pre class="r badCode"><code>head(wine)</code></pre>
|
||
<pre><code> Qualite Type AcidVol AcidCitr SO2lbr SO2tot Densite Alcool
|
||
1352 medium 1 0.62 0.01 8 46 0.99332 11.8
|
||
5493 medium 0 0.34 0.10 17 63 0.99370 9.2
|
||
5153 medium 0 0.22 0.22 39 110 0.99855 9.0
|
||
5308 medium 0 0.35 0.46 61 183 0.99786 9.0
|
||
3866 medium 0 0.42 0.32 20 167 0.99479 10.6
|
||
694 medium 1 0.48 0.32 21 122 0.99840 9.4</code></pre>
|
||
<p><strong>Question :</strong> Contrôlez la dimension du jeu de données
|
||
(c’est-à-dire le nombre d’individus et le nombre de variables) ? Vous
|
||
pouvez vous aider des fonctions <code>dim()</code>,
|
||
<code>nrow()</code>et <code>ncol()</code>.</p>
|
||
<pre class="r badCode"><code>dim(wine)</code></pre>
|
||
<pre><code>[1] 600 8</code></pre>
|
||
<pre class="r badCode"><code>nrow(wine)</code></pre>
|
||
<pre><code>[1] 600</code></pre>
|
||
<pre class="r badCode"><code>ncol(wine)</code></pre>
|
||
<pre><code>[1] 8</code></pre>
|
||
<p><strong>Question :</strong> Contrôlez que l’objet <code>wine</code>
|
||
est bien de type data.frame (commande <code>is.data.frame()</code>) ?
|
||
Remarquons que l’on peut obtenir les noms des variables grâce à la
|
||
commande <code>names(wine)</code> ou <code>colnames(wine)</code>. Plus
|
||
largement, on peut utiliser la commande <code>attributes()</code>.</p>
|
||
<pre class="r badCode"><code>is.data.frame(wine)</code></pre>
|
||
<pre><code>[1] TRUE</code></pre>
|
||
<pre class="r badCode"><code>names(wine)</code></pre>
|
||
<pre><code>[1] "Qualite" "Type" "AcidVol" "AcidCitr" "SO2lbr" "SO2tot" "Densite"
|
||
[8] "Alcool" </code></pre>
|
||
<pre class="r badCode"><code>colnames(wine)</code></pre>
|
||
<pre><code>[1] "Qualite" "Type" "AcidVol" "AcidCitr" "SO2lbr" "SO2tot" "Densite"
|
||
[8] "Alcool" </code></pre>
|
||
<p><strong>Question :</strong> Quelle est la nature de chaque variable ?
|
||
Vous pouvez vous aider de la commande <code>str()</code>.</p>
|
||
<pre class="r badCode"><code>str(wine)</code></pre>
|
||
<pre><code>'data.frame': 600 obs. of 8 variables:
|
||
$ Qualite : chr "medium" "medium" "medium" "medium" ...
|
||
$ Type : int 1 0 0 0 0 1 0 0 0 0 ...
|
||
$ AcidVol : num 0.62 0.34 0.22 0.35 0.42 0.48 0.21 0.28 0.3 0.4 ...
|
||
$ AcidCitr: num 0.01 0.1 0.22 0.46 0.32 0.32 0.32 0.14 0.25 0.42 ...
|
||
$ SO2lbr : num 8 17 39 61 20 21 39 64 21 41 ...
|
||
$ SO2tot : int 46 63 110 183 167 122 113 159 124 176 ...
|
||
$ Densite : num 0.993 0.994 0.999 0.998 0.995 ...
|
||
$ Alcool : num 11.8 9.2 9 9 10.6 9.4 10.2 10 10.8 9.4 ...</code></pre>
|
||
<p>Attention, il faut bien préciser à R les variables qui doivent être
|
||
considérées comme qualitatives. On utilise donc la fonction
|
||
<code>as.factor()</code> sur les variables <em>Qualite</em> et
|
||
<em>Type</em>. On va aussi en profiter pour renommer les modalités de la
|
||
variable <em>Type</em> en <code>blanc</code>et <code>rouge</code>.</p>
|
||
<pre class="r badCode"><code>wine$Qualite<-as.factor(wine$Qualite)
|
||
wine$Type<-factor(wine$Type,labels=c("blanc","rouge"))
|
||
head(wine)</code></pre>
|
||
<pre><code> Qualite Type AcidVol AcidCitr SO2lbr SO2tot Densite Alcool
|
||
1352 medium rouge 0.62 0.01 8 46 0.99332 11.8
|
||
5493 medium blanc 0.34 0.10 17 63 0.99370 9.2
|
||
5153 medium blanc 0.22 0.22 39 110 0.99855 9.0
|
||
5308 medium blanc 0.35 0.46 61 183 0.99786 9.0
|
||
3866 medium blanc 0.42 0.32 20 167 0.99479 10.6
|
||
694 medium rouge 0.48 0.32 21 122 0.99840 9.4</code></pre>
|
||
<p>On peut obtenir un résumé rapide du jeu de données à l’aide de la
|
||
fonction <code>summary()</code></p>
|
||
<pre class="r badCode"><code>summary(wine)</code></pre>
|
||
<pre><code> Qualite Type AcidVol AcidCitr SO2lbr
|
||
bad : 19 blanc:425 Min. :0.1000 Min. :0.0000 Min. : 2.00
|
||
good :110 rouge:175 1st Qu.:0.2400 1st Qu.:0.2400 1st Qu.: 15.75
|
||
medium:471 Median :0.3000 Median :0.3000 Median : 27.00
|
||
Mean :0.3512 Mean :0.3141 Mean : 29.41
|
||
3rd Qu.:0.4300 3rd Qu.:0.3900 3rd Qu.: 41.00
|
||
Max. :1.0400 Max. :1.0000 Max. :112.00
|
||
SO2tot Densite Alcool
|
||
Min. : 7.0 Min. :0.9875 Min. : 8.00
|
||
1st Qu.: 68.0 1st Qu.:0.9925 1st Qu.: 9.50
|
||
Median :114.5 Median :0.9949 Median :10.40
|
||
Mean :111.2 Mean :0.9947 Mean :10.49
|
||
3rd Qu.:154.0 3rd Qu.:0.9970 3rd Qu.:11.30
|
||
Max. :278.0 Max. :1.0030 Max. :14.00 </code></pre>
|
||
</div>
|
||
<div id="présentation-de-ggplot2" class="section level1" number="2">
|
||
<h1><span class="header-section-number">2</span> Présentation de
|
||
<code>ggplot2</code></h1>
|
||
<p>Avant de commencer l’analyse uni- et bi-dimensionnelle du jeu de
|
||
données, on va ici donner quelques notions sur les graphiques avec
|
||
<code>ggplot2</code> pour comprendre la suite.</p>
|
||
<p><a href="https://ggplot2.tidyverse.org/" target="_blank"><strong>ggplot2</strong></a> est une extension dédiée
|
||
aux graphiques. Elle est basée sur une syntaxe particulière (il faut
|
||
oublier les graphiques de base de R) mais robuste et efficace pour la
|
||
construction de graphiques complexes. Elle part du principe (comme tout
|
||
package de tidyverse) que les données relatives au graphique sont
|
||
stockées dans un tableau (data.frame ou tibble).</p>
|
||
<p>Un graphique en <code>ggplot2</code> s’initialise avec la fonction
|
||
<code>ggplot()</code> qui prend en argument le jeu de données étudié.
|
||
Par exemple,</p>
|
||
<pre class="r badCode"><code>gEx <- ggplot(data=wine)</code></pre>
|
||
<p>Pour l’instant, on ne voit rien mais pourtant l’objet
|
||
<code>gEx</code> contient des informations:</p>
|
||
<pre class="r badCode"><code>summary(gEx)</code></pre>
|
||
<pre><code>data: Qualite, Type, AcidVol, AcidCitr, SO2lbr, SO2tot, Densite, Alcool
|
||
[600x8]
|
||
faceting: <ggproto object: Class FacetNull, Facet, gg>
|
||
compute_layout: function
|
||
draw_back: function
|
||
draw_front: function
|
||
draw_labels: function
|
||
draw_panels: function
|
||
finish_data: function
|
||
init_scales: function
|
||
map_data: function
|
||
params: list
|
||
setup_data: function
|
||
setup_params: function
|
||
shrink: TRUE
|
||
train_scales: function
|
||
vars: function
|
||
super: <ggproto object: Class FacetNull, Facet, gg></code></pre>
|
||
<pre class="r badCode"><code>names(gEx)</code></pre>
|
||
<pre><code>[1] "data" "layers" "scales" "mapping" "theme"
|
||
[6] "coordinates" "facet" "plot_env" "labels" </code></pre>
|
||
<pre class="r badCode"><code>gEx$layers</code></pre>
|
||
<pre><code>list()</code></pre>
|
||
<p>mais pour l’instant son <code>layers</code> est vide.</p>
|
||
<p>On ajoute ensuite des éléments graphiques, appelés <code>geom</code>,
|
||
à l’objet graphique grâce à l’opérateur <code>+</code> et on précise à
|
||
l’aide de la fonction <code>aes()</code> les données à utiliser en
|
||
argument du <code>geom</code>. Par exemple, si on veut tracer le nuage
|
||
de points entre les variables <code>Densite</code> et
|
||
<code>Alcool</code> :</p>
|
||
<pre class="r badCode"><code>ggplot(data=wine,aes(x=Densite,y=Alcool))+
|
||
geom_point()</code></pre>
|
||
<p><img 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1fz0zNO34MC5QcKlB8oUJoSLtDzNbVR20fZRkaB8gMFyg8UKE0JF+i7ZN5g0kmmkVGg/ECB8gMFSlPCBXonWLmSyTQyCpQfKFB+oEBpSrhAWwKBsp05iALlBwqUHyhQmhIu0HZAoO8zjYwC5QcKlB8oUJoSLtB+QKDLmEZGgfIDBcoPFChNCRfoAuLPWmwn06NA+YEC5QcKlKaEC1S8XfVnYAbbwChQfqBA+YECpSnpAj3bRZnENIFxYBQoP1Cg/ECB0pR0gYqF02+tklzvoe2s46JA+YEC5QcKlKbEC9SC8yvmr3H1cpS3QH9aMn8HgzAoUG6gQPmBAo0Oxx5ICj7eVxh1yXlTvgJd3ykQ7Gg97xtRokC5gQLlBwo0KuyuoYwwtT7tuC1Xgc5MUjr6UKHHSChQbqBA+YECjQb5zbU5Tvc6bsxToPtLaR2d4jEUCpQbKFB+oECjwSwySTSw12ljngIdSjpa1+MtKAqUGyhQfqBAo8FDYJnSu04b8xRoQ9BRj9MJUKDcQIHyAwUaDW4DXnrSaWOeAi0FOrrAWygUKDdQoPxAgUaDbsBLo5025inQCqCjS72FQoFyAwXKDxRoNHgKeOkLp415CvRa8LL2iLdQKFBuoED5gQKNBhsCmpfKOZ7HxFOgbxKB3uAxFAqUGyhQfqBAo8IDmpfecdyWp0AvNVb7mbTWYygUKDdQoPxAgUaF3B7Kc/HTzttynUif3Uy5UZ7tNRIKlBsoUH6gQKPE7K6pcTXv+cFFS75LOS+Ob1cmqeHwA54DoUC5gQLlBwqUEQeWLj/qMcS+xd/n2KgWW9mYCrcvyjoX/O/BtWtNRqFOfL/Y8WICXqBA+RF9gV5avWhzvsM2KFAmfC3vIdd+hYcQX0ivG+Nu3mBZMZYEWvCWtOg/sfcnraWfTzuDmVCbb4kLljT8lH/f7IAC5Ue0BZozUJr1nDom11ErFCgLxiqj6vHuF4wPUwdrZlrVjCGBXtbS8oeIe09fY16yUvRwNPpnCQqUH1EW6N7aym9i27NOmqFAGUD2P4rf6DLEJ1qIUtkWVWNIoKMEHXFr6AqHymhFH0ani5FBgfIjugItIPuQ3++kHQqUAe2JIXq6DAEWnQ+xqBo7Aj1XWi9Q4U66xmOkxGuyEl9AgfIjugKdQ34TA/sctEOBeud0HPnhl3WngT3AMVdY1I0dgc4L86eQTCfhbwKKtkWpl5FAgfIjugIdBH4Tw140ReC/QaD/+d0tfxS5bgo4BA1R4CrEehAh4bfIdf8oKvrT1UW4My1coMIFqkZZULIiSr2MxJ9FRX9Euw8uiM1OFzH5NrrkLvCb+JyDdmwUYgQ/gf7imt88tCUchoIodBViI4hQ2qLur8FfNFcX4c6nBgK9RNWoCEqyotTLSAR/i3+Ndh9cUPRbtHvggj+L/ozi1dPBb+JLDtqxUYgR/AQa7Uf4S+BVX013IY6BtwAtLerGziP8inB/VqZfccBkJYei1MtI4CM8P6L7CP8k+CX93EG7/4ZH+GgLVOxNfvbDXYboREK8bFE1dgSaXytMoLrZSiBZyXXR6WNkUKD8iK5A15H8PmVPOWiHAmXA7hT1Z1/1uMsQa9XN24R65y2qxo5AxS/1/kzVrda61EgtSVwVnS5GBgXKjyjPA71P+yV9w0kzFCgLlqSGfvS1rdcRmTFLkXDD3VY1Y0ig4psJih5D/6mxRl9hnzIOX2Z6NLpnCQqUH1EW6CVlGCkw0lEzFCgTjo5snJCU9oKTe3892UPrxSe1Gmd1/xlbAhU33V9LKNPho6OjmiQmpo05EV7hwpttkuOuHOJk6h1HUKD8iPZSzsLMm8sLVXuudNYKBcqL3I2LtxdEKL+8cfG2SOUaMSVQgvNsTAe/zzrpR08cgALlR7QF6g4UKB9ODpGmPFZ9ySxTQai8yos2MhkoAl03MmPMHoY99BunAp3dIvgDie/i/qUIC1Cg/ECB0qBAAdl11bFm40d0rbzdOctYskCXVQm9MS22ieDCcCjQZ5QfSFKmT/2xBQqUHyhQGhQooaC1NsT3gEV5hmUwSaBfqpMuEjcz76xPOBNopvYDSY7m3wgUKD9QoDQoUAJYFB5nlGzpa4tyiqBA/5Ko1a/qQ3d9wZlAm5OfyEC/emQDFCg/UKA0KFDCYDAV8n2D8odBuWUmg6BAnwD1PW9WxAlHAoXpBVwu7mICCpQfKFAaFCjhNuCDpwzKu4LyJ62CBQUKkxh186G/fuBIoFngAwYu+9YnS1Cg/ECB0qBACTDVy7MG5d1A+TNWwYICrQrqt/Ghv37gSKBrwQdMsDW5yx9QoPxAgdKgQAkjgQ8+MyiHmQwsdwcKCrQ2qH+DD/31A0cCPZlAPmAT37pkDQqUHyhQGhQoYQ3RQRmjueGw3GC1Dk1QoJ2BQB/3ob9+4GwQqUvkW3ZeoED5gQKlQYEC+mg6eNWw/B6t/BXLWEGBLgVvCL1upswLZwLdoCVXqXXarx7ZAAXKDxQoDQoUcOFWRQePGm/5cVEdZhpmvSWINA+UzBsdwLqrfuFwIv0sJVl93a0+9ccWKFB+oEBpUKCQws9uTBbK32WwMbpS/vmNpYLlS2yEkgSad5Xiz+7suugzTpdyZg+pK8Q1ezGa958oUJ6gQGlKrkAPZ60zXJBptc7dxjp4idBa+CkNk+NLtVzksGtRxHkyEfGy3fH3Q1Mn73Ac3Q4oUH6gQGlKqkBntwreGCZ2384+skKJycZkl88rS/fiKdZvj52DAuUHCpSmhAp0lPJsXfpb5qEVUKA02t7yt7KPjQLlBwqUpmQKlGxiUdavTdJQoBQLyIyEscyDo0D5gQKlKZkCBYssH2UdWwEFStGA/MRTmAdHgfIDBUpTIgW6F8xwr884tgoKlAJsCC3sYh0cBcoPFChNiRToEvBtTrKe0ukKFCjkJPiJGy6T9QQKlB8oUJoSKdAV4NtcinFsFRQo5BwU6AzW0VGg/ECB0pRIgR4NkG9zC8axVVCgFCDtiHCEdXAUKD9QoDQlUqBie/JtfpF1bAUUKEUb8hNnn50fBcoPFChNyRRolnZDVPcs69gKKFCKXWQUaSbz4ChQfqBAaUqmQMXPSin+9G0pEgqU5hPFoAHLVNTOQYHyAwVKU0IFKu7sV1UQmjzvXxIMFKiOH9slCkJcsxU+hEaB8gMFSlNSBRrkgvtdfHK3rjse/M+xdVtBapHs7+euJ0I2F2je9nWHXV/Zb5wKtODHdZYblGqcM0pTzQAUKD9QoDQlWKCuOZhRWhq+f7RF8H9LZxyQz+W/VUN+QL1BvcMyE2jOkPLBeo0m+zT91CvOBHp+lJQhpM64PL+6Yw8UKD9QoDQoUMesqQQnNQqV1gTPXdS274ifEKplItAfayn10qMsHRMcCfSnpsqH6XDBtw7ZAQXKDxQoDQrUKWeqCTTVzojiIHIY971czVigl8kq/GhuImSOI4F21D7MA751yA4oUH6gQGlQoE55VdDzingwHhx2kqsZC/RjUq3UGc4dt4UTgYI9n+L2+tcla1Cg/ECB0qBAnXJ9mEDbi5PhYbxsRmOB9gL12M+HZIATgT4OPsx4/7pkDQqUHyhQGhSoU+Bu7yFqik9Tx/IGa8YCvQZUe5N3z+3gRKA9wId5zL8uWYMC5QcKlAYF6pQrwgRaRxxNHe+UqhkLtB2o9g7vntvBiUDh7fQT/nXJGhQoP1CgNChQp9wcJtDO4ifwMPmiVM1YoPeDevN599wOTgQK77sn+9cla1Cg/ECB0qBAnfJBmEDfF3NKgcPucjVjgc4h1Spd4ttvezgR6HryYZKO+tcla1Cg/ECB0qBAnZLbVKBpmiuKL5DDUtvkasYCLewAtFsccTSN6R7twzztW4fsgALlBwqUBgXqmOxGlD8bSUsZCwaqh2XnhWqZTKTPaR2qFhjFs8v2cSTQC12UD52R71uH7IAC5QcKlAYF6pzzY5sIQvmen/QsLwhNxp4Pnfy6gzQXtNxAdWW42VLO3HdaxAllbl/Gqa9OcbaUs2DqtQlCUqc5fvXGJihQfqBAaUqkQHM2bdi47aKXCLmhrCGnQS4RsfDkmXPB/5zaskM6SwRasGfjMbqxTzk1WOA4G1PeyQJfOuIEFCg/UKA0JVCgma3lHT0Su29hGjbEIulGtPQ9ezSBnnxUWjqfNrWYJg/R4186Ox9BgfIDBUpT8gT6iPb2MjmTZVyZscpuSymLFYHuqatcrHd0XxPaBQXKDRQoP1CgzHgfjP8k7WQYWILMUiqXIws0r5l25jnG1/IHFCg3UKD8QIGyIp/KpXQfu8AyzUnoJ2SBfkpOlPZr9yWmoEC5gQLlBwqUFauoKUgV2AWW2A9CN5QFejc4M4vtxfwBBcoNFCg/UKCs+IISqMB2PHw5iJz4hyTQtuBMsUweogcFyg0UKD9QoKyYTguU7aZyK0Hk5D8lgcLkIW8zvZZPoEC5gQLlBwqUFRsof1ZhF1jiSICETpMf4e8DF/uW7cX8AQXKDRQoP1CgrCikstENYhdYBtxwPicLdBY5UbFYJg/RgwLlBgqUHyhQZsBn+AqHGAaWWK5t7VH9gizQwuu0i0U1Z7ttUKDcQIHyAwXKjlfiVKVVWs4yrsxHSaHQNTYqE+mPtVAuNoL5tXwBBcoNFCg/UKAMybpL2tZdqPYI6/tPiS19ygtCnZE52lLO3NebCUJyl0U+XMsPUKDcQIHyAwXKlILj53PYjr9Djssz5v/n5E9qlo2Lx8P3gM/Zuj9sdXzurp3S/uqF2VtzIsU/tvUACTN/gXy1Czt35Zo2cAIK1Jr9W4+zCIMC5QcKNMbIzkgRhISblpoUf351QBAqjzgFz+3oFbwxTuq6ZGQVQQi0/NSkZeFkaXFojdGSacXPqkq30jVnr78jSRBKpW9l0HEUqAXnnq4e/JlfxSA5DAqUHyjQ2OL7CqEXn4FXjEoLMpT3onXBbupzSytNlLK+hlnicu9SipseFcUB6stc5a0ui+QoKNDIHFKzaaeHP1U4BAXKDxRoTHGsojb2Pteg+GWttNll9dweuKuSzAtGkR/TitsXfqxvISTt8Nx1FGhECsjSsqe8xkKB8gMFGlM8SZx2VXjphRRS/LF68oEwG5YxSD7yUyIpn18lrIlwj+euo0AjAjYFTIr4otoGKFB+oEBjiibAadlhpd+A0nT1ZGq4DQ2Sj0wFxf3DWwjlPGeHR4FGBP7QP/MYCwXKDxRoTAEfxxeHlU4ApVcr584Y2PCN8MBjQHFrgybCsfA2zkCBRqQT+Fm/6DEWCpQfKNCYojT4moUPxL8LSlsp584ZyPCt8MDPgeI2RgL1+liJAo1MZ/CzHusxFgqUHyjQmCINfM0OhpUuAKW91ZNVw2U4LzzwJ6B4YHgLoaLnyTUo0Ig8BH7YX3mMhQLlBwo0phgN7hPDS3MrGXwJB4XJsPyF8KY5yaR8SY1wgT7gueso0IiAP36lvS7FQIHyAwUaU5zS9g2JC38FKorjtS/hNdqgz8FyehkaPMFDNd8CMz0plA0fsXIKCjQy5CWo1yd4FChHUKCxxXrFoIkTDYuHK9/BZkfIuaXq3HulbKjh07g2B7/tKTJbKqBMbiq/0HvPUaCRyWml/NAf9Py2BAXKDxRojHHsseADdkr6BpPiBTclCUKDsRfhuQODKgtChb4bX2kYFG8n0+zLme0TguZ9W56Bv6B+ULeBxit3ZVQUhNQHvd9/okAtyX2jiSAk3DDHeyQUKD9QoNGl8OAegzeSEfnf/Tsi3aPkHjwTfpVjR+XN488ehIlBLu05QG8pf/HgOe3feVu3yW8BCn465n1xtoROoLn7si+b1CxGcE4mcvYgk9zYKFB+oECjyfFhlaWbjgUOmhx8MPhEntRlhedrZ90avFet0H+/50A2oQS6uUdpQSjT2/sCUZ/BdHb8QIHSoEAt2aIOd9tf/ZylDLTHve7x2m8rKe4rfO8xkF2gQD9XskOXKu4bMqNA+YECpUGBWnGhjjbwOtVmkxxtYWbgG0/XXqDtUlfxJ0+BbAMEulFbeJ9czO9BUaD8QIHSoECteItME6plc6n5KNKkhadrg9VGIzwFsg0Q6F3k4t6TlPgKCpQfKFAaFKgVN4KJlmvsNWkKmngZGj8Mtklu4CGOA4hAc8Gk/RTPSUp8BQXKDxQoDQrUirrAhl/aawKTiSzxcOmVIE4iH4cRge4DFxc4vUBwCQqUHyhQGhSoFVEUaBYK1BYoUH6gQGlQoFbADGbr7DWByUQOWFc35Qh4hG/kIY4DwCM8+DNQHh/h2YMC5QcKNHqQletCHZuT1Z8hTVpZ147AtSTQk54C2QYMIvUgF7+Pz8XdggLlBwqUBgVqxcV6mkc+t9nkhLbbRtxCT9deEqcGSvWc6dMeQKBbktSLl97N5+JuQYHyAwVKgwK1ZIcyETTwvO0mg7UHb4+7tb+foPhzlbc4toET6TOVh/iy3iaz+g8KlB8oUBoUqDUnn6whrcs02+Q9nLXajaPwksdrr+1WWhAqDzliXZMN1FLOHfemCEKFjD28Lu4WFCg/UKA0KFBbHNsv30qe3gtTgOQfOmiYaSMfvD2soiYCObH3vLtLn1u1Kd+6lmMKj+w3ujvWJRPJO3Q44sXzDh7yvD+6d1Cg/ECB0qBAbZP/njS6nvaeYpQ9GeUFoUyvLfpqezMqgEF4YbN0LndcA0GIa/Wx84xJq+8IPkenDjrkse96jg6pLAjJt2WFFThKZ7etd1lBKHffLnb9cgcKlB8oUBoUqF0u3KQosZOc2W6+srt7km532wUpAoWUw+mEuiSzh9PccO+q70DDVeeFtcooV3zYzp9OBDpDeUdaZi7LvrkABcoPFCgNCtQu91GTevaVUY8Sqcmh2dp5Bcl8XbSjx51dc5E2ETT1OLtPIp7UZgkEvtYVORAoGaUvFeV7UBQoP1CgNChQm2wjk9oDW0WxP1HkbbDaAJ0/k86I4nJymOhsNKgtaTmS4WcB28tfpStyIFDwpvdehp1zAQqUHyhQGhSoTV4GVhwriqnkKAmODlXWCVTat3g4OJ7i5JpwJVJDhp+lOejQXrrIvkDhSqVy0V2phALlBwqUBgVqk5PRvQkAACAASURBVAeBdPqLp6Ekt5NaZ3T+rCKlkgd54YRRTq7p11p4+Jp2IV1kX6DZ8HMeZdc5F6BA+YECpUGB2gQ+m/ezK9CG8hg8FKj9rPaif9mYUKDFARQoP1CgUWcs0AX9CJ8IH+HB+UCvqaGZlo+CppOdXPNwrDzCp/gxU9U+KFB+oEBpUKA22UoPIvUj9rgVVgODS3f+Szm3FMj2sKOLXkNaPsHqgwQZTcKm6YocDCJ1J1GinLEeBcoPFCgNCtQu9qYxkfMJe1SBMpnGdIzJhwjBZhrTZjKNaSfDzrkABcoPFCgNCtQuFzoquugoT6T/tmzoKOlTutp89fycIk2gJ1opTbs7nUg/XtmVs9JKz/2HrFbeNITvGupkIv1XyqYfpeew7JsLUKD8QIHSoEBtkz9B2uuo6QTlfd/u+1OC7uixWV9NOb+jiAhUzH31yuDdXoupzpdyruoavM+rOPCg+24bcnhwUKFJt4Rr2dFSzq29gvfbZe+J8v0nCpQnKFAaFKgTTuw5AY7y9mcbZquTz/8NCjTI8T2npf9cOnDa4hrHD9O3qbn7DuaT85cOnHLaaWMKDu61kUzEisvZ+zGZiEtQoPxAgcYceoHKfNMxURDqvXjBtNVPw6oJQpnua8POPxo8X7rb252C7a98wWVeJzs4FGjxAAXKDxQoDQrUJwwEWjhMeRXaxCy50rqqygDUu/T59VUFSGPWT/QEFCg3UKD8QIHGHAYCfVszYCvjeZMnNU8GFsLzp2h/CsLVvs27RIFyAwXKDxRozBEu0EsViQGN90cG8zOpzejGCHrs7s7kGBQoN1Cg/ECBxhzhAl0ABHi3YRu4HfJ+cP6qMIH29KvbKFBuoED5gQKNOcIF+i4QoPFuxzCX6BJwvmyYQFv61W0UKDdQoPxAgcYc4QKdAF9iGrYpDWp8Z3I+RAu/uo0C5QYKlB8o0JgjXKDfAAGmG7ZpBmpkg/Npen8KPfzqNgqUGyhQfqBAY45wgV4sRwT4iWGbUaTCVSbnFab51W0UKDdQoPxAgcYcBtOYXiV6NF6+k6MlwwvMMz6vkOZ0Tb1tUKDcQIHyAwUacxgItEDNgXdFtmETUVypzHSKe40+n1WR8ucV+/zosQwKlBsoUH6gQGMOw6WcX7UOCELVJ82Xwx/oH3zOT+i8POz8APn8822C7auMtFpO7wEUKDdQoPxAgXLhZA67WIYCDV5i24HIKZny9m03XOqev2XlWTvtLcg5CY8uHb+kKzcX6Jnj0d05LgIoUH6gQGlQoCoHBlcVhNSMHxmFMxGoS3KeqC0IKb02eIuyu19q8Ab2IWWOfuHH18YLca0/pLxoItCckXWC1++53tv1/QIFyg8UKA0KVGGJ8pqx9Ew28ZgKdGONUOcSP/ASZY4yIb/8IukoV93r7paLoI6xQDfXDFVNeM/L9X0DBcoPFCgNCjTEfm2nyqQtTAKyFOjp6mrn4r6zrm3GtmQ1SllpEGqwNiaVASoZCvRMTe36C9xf3z9QoPxAgdKgQEMMJGPcdzEJyFKgz5POtXYfJZ1EeUAU98ZrRwHwJ8NQoC+Rlr6tIfUCCpQfKFAaFGiIysQRSeb5jh3AUqAtwBSm/dbVjckFC0IrFopvgpgvklqGAm0F6prNwIomKFB+oEBpUKAyp4EiBCZ7/LAUKEwmsthtkH3wIx4Xh4Aj8AxvKNDyoO5Ct9f3ERQoP1CgNChQmZPQLtsdNb0446khL/0QdpqlQGEykUVug+yBH/En8ApUEPqSWoYCTQF1i+NLUBQoP1CgNCjQEBWIIhLPOWn4Zejh//o9uvMsBdoUCGyv2yAXk0iQlAKwrlQQRpNahgKFyUxYTfNiCQqUHyhQGhRoiPuIIro4aTdRbVVNt7ySpUCfJJ1r5j5KVxKltyhuC5BDsIedoUBBMpPG7q/vHyhQfqBAaVCgIXZqc3ziVzlodqCUmXdZCvQYWQo/y32UNQlqkKRtwcN7tJjdQCVDgYJkJpnur+8fKFB+oEBpUKAKmYpBEyY7aQUmGAm7qRKmE+mXK8M4gRet65ozNVHx53Tp6Fx7pd9t4NJ644n0K5Q3HIHnvVzfN1Cg/ECB0jAT6Pq+ecq/zk5+uM/QN3+KMYGKW7onBfV562pHjW4GAp1KlbBdypl9X5ngvXEH1yNIIdbeFlRoUjdl2ufl1+sGe1375VxYxWQpZ3ZG8Ppx7Rd6u75foED5gQKlYSbQF9IVgW69Oz19yD3pPefFmEBF8eK2rY7Gj4K0BAKlU9DpBHrWMEOIyimS0+PySXVtesFJmPUzd8eWU+fPOuxe8Lr0Jzq3dZs0y/XUqVPy4aF1B3T1FYFeOkX376J4OXh9x1c34PJJ9lsy0wI9w2Qer8T5M+DgovccWFQ8FChHir1Af56ergj0r/ekv/c/Rb8v6dnzYKwJ1AWdgECnUCVQoHsfrCIINYceMo6xJj1FEBq9IMkxf1LreCGp0+zgP+fdlCTEtfqAZF4+8mgtQajSf7dxEEP2DawqCDUeOUifXdtdeluRdIfhu15JoOfHNhGEst2zlFPrepYThIbPnTGq7pCCD68Jfr4bWb9IBQLdkZEqCHVHHPMe9NiIOlJymdCk4NOj6wtC+bu9JHM5NqKuFG+HdgIFyo9iLtC1Y+5NVwW6MP2536X/Tk9/uwQI9Ckg0PlUCRDoPGUeZaVlRiHeVNZU1t8jnuuohMq4/KDyr+tVb61UBnLK2B9G+ka5bkW4w6f4jjqWFPeyQZugQPc3psrV+ld6n8B0QX3jcS/bu1Ai0C+UQb2qa7zGXFM1FKnUl8GDnXWVF+Tvuo63tlooRPLn6hkUKD+KuUC/7N+/f09FoOPTs+T/HksfXAIEuiORCLQx9TKRCJQk8Sivf2AOMlObTtQot4cW6wbtX3eEqh3WJqombbbbN22GQDmw/nIOmL70ZXij3369TGZ9fhE8MVerX/9ieHVn9NYij/QaikIT6Grt/47KHlO7HtcmHiSuES9coR4E5ls3NSRHWyucqC66QIHyo5gLVKK/ItA3Bx+S/3sqfWAJEKj4AtGRQOV6IwIlWhQGhgdoSEpHCEZ8L1d7hJy4w2bXepEm/cnZJiB03fAUyb/9+iEpr1NA1X/b5oXNWE9CJR32GItCE2hncoUnvIV8gkTqLL5ODtJcxgNTeTspp1Cg/IghgarMS3899I//Wxvif/7ull+KXDf1ne3ARzfDgn8VFf0q/6MQLMSsHNZ+J/SZoUAfk+vVJCeS8m317C/gupX+pp7dTcXeFNbq9//cAco3/h0uAL3Bwc/FiOdArCkeY1H8VlT0s/TfCyTDlFDfW8j6JFL8hfag4/vdxQN/J+PPKeeK/uWtj1Hhz6I/o90FF/inEL8EeqBPeuhOtCi7bYi/ug5dnFkEvltXGNY4BY31v/rSxaAQLnkndJOq/QzPHLXVs7OwifaHchkVWz9TQgKuG51btBwc1bB1XXPuB7Ge9RjLEJgvJe43L5H+EwdC7a0GDla6ivc7ULuw20vPkGINI4H+e1av9G+Vf/93C3Q++GLUNqyRA41VqC9dCApLCUbcIVX7OzxzMPwiBlDi1v6/WUzFnmXQriFVvgQcVbV13SA/Lxr7zMTDYafvBbFG2Y3lBHh7Hfi3l0i/gjfFwi6Q61BY5ioeJeQdXnqGFGvYCHTb4PS+P6gHBTND/O8/3fJrkeumvrMJfDE6wIJfiop+k/9RAMaZyv1D334LaF9DMOIRuR7YGT7+sq2eiSB5SNm/q2e3U7HXhrX6/febQfmaf+4AR9fa/Jl8ERLOXad05+GUhfdtxrLFf4qKfpH+exZor5a3kLVJpMDZNqDju93FA69nAqdDp34u+re3PkaF4CN8tLvggl+LfvYpsg8C/duE9PR3C8Iq/HcOIuVXJ9+MV2EBGUTqQmr0CWtfAKzZTzDia7leBjlxo82u3Uqa9NJOFtYCoVPzwhr99uvboPyyWAhMYnMdqZaq+cqf6ALw+iBuj80PYQttEKktucIgbyEHkUhtxTHk4AqXe6I+TEK0UU7hIBI/YmkQqWBQ+ohjBhX+OwUqfqB9MWpQ64SIQLO0xzc5iYeOSVr76qc7aP9upv2rXegbu0ubCxUXtmm8CT9o793gNk9gkF0YH97ot1/P16bKP9KOqtpbibSL3HHfoysig+QP2PwM9tAEukC7BS3jMXN+tvZCOrBAPEHu/z9xGW9/GS2eOhMKBcqPGBLoz8PTPzR8f/9fKlAttXvqOuo0mEj/vmKyJIN5l2SCUqW14lFlCrtw02n1trWhOt9HTXYSb2A9EyYpU+CTPodnH9Vk8JDB3dRvv4qb1Fd+A+Xy4cpRxfCk0YY8RgQdf5wuOq5OMb2B2WpLGTKR/jXFoKW+9hpznvJGOvB68GClmpPf/fzVbxQjB7QVvyhQfsSQQJep05dKikDFGVdLdzz9dAs14VLOrM5BhSbesdG4fabc/gFpweW5UdK9Tt238sX88VdKUn6S3NVuvit4axffaYWDnq26OXjdhNt1CxBnXiV/k5sa6lxaynlkgLSHSHO1fGbr4FHpDLubMV1DBCrM0ZVdeKZK8Gyd18NfHXgCLOVc3CF4v5/Uw9mmAoZs65EUvN3vEFrFld036L9Am7ke4m2X411PtmRBgfIjhgQ6Iv3gHwolRKDBO6v1Wy/rz9HJRM5s2hwhT0mwvbqKqeDHdYqpcnet+5Ge6H5+80bzhBZnDVdHUtc9rd5x5qyes8pktXgomcjlbetgeQ7pnzVXAIGGpwYs3L2O/bZ0VDKRUxu3MLq/vbBlI3lrkbt1fU6ut8DBeCfBIQqUH7Ej0N97pasMKzECNcJbOrtTYxoJQuUMuzdSK7unCHEt34lkuQW3lhbir51itQjdJJ2dA2CCKk7pl7mks8t5qp4gVHvQSTKXyKBA+RE7As1LR4HKeBLoNmXWS/I0W9WfU978tTJNQlSovmm90SIjnneBDiT+DLjeg9kZPAS6XpkuUYbZHwUUKD9iQKCWoEBtc1YbCI+3M+Q+RTNWu/DF7SHGalXuihzLu0B/IJMxHe0u5QEOAs2pon6opHXWtW2BAuUHCjTm8CJQojvhWuval6taPjOfKkOqfB8xmHeBisPUK6Xu8hzLHhwECpKBsPqzgALlBwo05vAi0KvBU/BBy9pwtWX4TH2ZL0GVoRGDMRBowdOh6VNNNnkOZRMOAgXJRRJOWle3AwqUHyjQmMOLQFOA75ZY1p4IarcyrvIiqHJrxGAMBCqK2WPTbx2YyX7rDjP8F2g+TAbC6BkeBcoPFGjM4UWgMKvIQsvaE0Dt5sZVwFpEoXPEYEwEyhv/BZoLk4vYXFFgBQqUHyjQmMOLQBuDb6v1tJmvQW2TIaKPQJUHIwZDgRoDUhYEfrKubgcUKD9QoDGHF4GC1PSNrGufByNEk4yrHEkgVWZHDIYCNQZMzmpjXdsWKFB+oEBjDi8CPVJO+7Z+ZaP681rt+mZT6YeQr7/ZTKcQKFBj9mmvVQLfMgqJAuUHCjTm8DSRfqF6UznKTu38nkrtaqYrly6piZCuNNjXDoICNWGWkswlYLSXqStQoPxAgcYc3pZy7kyX0iG3tpm8onBSg2DtMgMj7Iae/2adYJXyw80X04dAgZqx5c6EoD7bLWQWEAXKDxRozOFNoKJ4fkOWk8GK7Kwtcj6TCMvh92RttZ5Z5EKgl9UcJZGW4ud7mtRkkcrkl185CFQUz65f5XGzZAoUKD9QoDGHV4G64NLbreKFKn09zV93KtB9g2sJcU2fPyUu61ZOSLp+muEb1iOP1xOEhiNdjl5ve6CaEN/iNdNMSNv7VRfiW7563l306IEC5QcKNObgL9DDzUNv6RLsp1wOx6FAZ5YNXbNOhjJRsrNB1r6lSkL3yivd9OgjZW+nxvsilzfa6yZ6FEGB8gMFGnNwF2ielkcuEHmmUkScCXQd2LhOoXtYpb3awqoKFiNYRizSNkRpfMmo/DttjVAjw/LiCwqUHyjQmIO7QKcSidV3ufOZ6FSgYL88jbBkJWA7+MiT+A0B6UXfMSoHeQPedh49mqBA+YECjTm4C7QrkNh611EcCfQEXCGuok9WkkcmtQqVIk9CNWAPiHy9QfleUN7eafDoggLlBwo05uAu0IZAJV+4juJIoGsN/BmW7e0gLIww0cqYb0HjKgbl80F5ZafBowsKlB8o0JiDu0DhXkQfu47iSKBZRgLtpKu0DxZaJ+fTMQc0rmhQPheUV3AaPLqgQPmBAo05uAv0BqASu1vHh+NIoIeMBNpPV+kSGGgq5Xg7zk0gckuD8s2gvIXT4NEFBcoPFGjMwV2grxGTVArbI9Q2zgaRWhgINCwp/i2kzGI/EQMKa5HWzxiV1yblTzuOHlVQoPxAgcYc3AV6pppmkjfdR3Em0Fnh/mwZtuQoS5uIFO8iFfFk8mfBcBkQ2RCq4nHn0aMJCpQfKNCYg/9E+h8qKCa53/FYN8HhRPrRyiWT0pR/1DGY7j5BMWh8+DbxNnhYiVx2qXH5EIvyYgsKlB8o0JgjCks5s++RXjc2nOolhtOlnPNaSWa8bXPea1LK4bJDThhVWtY+IAhxN2a569LnTYORE9N/NCv/oplU3sO0vLiCAuUHCjTmiIJARfHC2uUmCx7t4jyZyOEVq+QUT4U7lmw0ffd6LCvLQx6O7O9XG6wQJZzY8qNFupHiCAqUHyjQmMNcoNsH1BaS2463WHj4fY9UIeWmL/c9cmUgqcXLZ0MnC2fcnCKkdvfxYRUKdMEdFYXyt5qn1AuVz4GnMruUE1K7Lba+zv6h9eKSmo89Y69X0+vFCUJKX7N8ISSd3czg9Svd9Z29qFGGrUB/6F1VKHODcTIXlqBAaVCgPmEq0CnKtJ7mhyI1f0JJzqHsxVFvh3TyUjflfd+j7tdqWkAEmj9Audg9xveVBQ8q5X208tweyqlHrPo3V1medMU2O51SP3ZZk43mVYHmqpmlH/bdIwxgKtAXlPfMHW3+SXINCpQGBeoTZgJdoI1JN48w2eh1/eB2XekelKwqH+tTr4FAn9Iu9ohhzVFa+RD1VD/t1AuRr7IxWa1YyyrDc5DHtLDljMWoCvRBreIY66hRh6VAJ2mf/DZmMY1BgdKgQH3CTKBp2q+6YD4ofRruDB/ixaB2yN66pVlm9oVoAj1E5r/HG934GZRvIf0rFXnN5q3kc4227FIeWHH/uGENRaDbtL9NQvJRy7BRh6FAL6WSH9FCVkGNQYHSoEB9wkSg24ETbzZt/GWYP4U0UXwaHE7zqduaQOFu80bbAL0LypX7Ybj7/IeRLnIKbBLaxLJLE0HYWoY1FIG+ACqabE9anGAoUJgxwEXGKyegQGlQoD5hItDZ4Fe9jmljqAKFpEIxHRza2m3OBZpAh4KLZRhUHBZe3hucGhnpIutAxQTLvT4GgNqlDGsoAr0XVDS+VS1WMBTo2+CTd2AV1BgUKA0K1CdMBDod/KpXM238TLhA4/PFOzkIQhPoIHCxewwqDgblfUKneoBTwyJdZBWoGLCcgHQfqJ1kWEMRaE9Q0fi9bbGCoUDBMl7hWlZBjUGB0qBAfcJEoD+AX/W2po0nCWHUFcVHwKGXbTsioQl0LLiY0e3uy6D8qdCpR8GptyJdBCYhqWHZJdiTVMMaikAfBxVftwwbdRgKFL7yuZtVUGNQoDQoUJ8wEWh+ZfKr/rxp4/1xgp7BovgNOQrs9qnbmkA3gmuHJZkX6TRJSvKnBaB/OyNepTmpOcCySzlkbEroYVhDEeh3oEu2pkdFF4YCzUkkn9yvt+MKKFAaFKhPmI3Cv0PupgyXPYbor/dnqWxRLLxGO7zPr26TaUx3aRe7ybBmN61czQBa2E471SfyVTK1isk2/hJ01GrHGw/uKwItbK9V7GUdNeqwnMY0XPvkjXxek4UCpUGB+oSZQAszlN/0spGSdp6/jvZn0izp7P66ymHbs770WYQCPXGV+pU03o74hHob2VCbMnTwSuVUa6vp3Ook0qQZNvp0sYZSO/CJcQV1HuihekrFq23MLo06LAWae7PyyatuZxbTGBQoDQrUJ8yXcn4ofc0TLJJf5L4oPeuXGjRVmjca12Vj6OzJIWWCh6nP+XeXAZZyXnhKSu+U8piZrC+MCis/9YjUv0qjrffHnCXpOa6zvc2b8nrJU0HrrjIp15Zynh4qbbNc6ZmY2J+T6UqkvHHVpfv5B3yf/4oCpUGB+kSkZCK7F2dZr7gr2LporSTK7KUrwLN+7rpFWywn/niASiaSt2nR+ki5mQ3K7fdv/9IVDlYDzB832XxuPlkLL11/s58/H4YwTiZSuH3R6ossAxqDAqVBgbpm16ArEsq2/8DkbpBtNqYLb7YtndRgWLb07x8HB6973fv+3IVaZmMq+Kxzhbha9znf9/PM2KtLJTV50o9bJCDQ4sTy9OpC6u3zzIoxGxM/UKDFj6nKeu5WxkpgKtC9TULXSpkpih+XUt7zHWYWHmAl0HPKVvDxTlfjb1U2vau0yHXfTCmWAi1UZ3X1NrmJR4HyAwVa7CBJQVob7pTGUqAXG2iDSau/01aGt3S8Q5sNrARKJvN/5CjuyZpquzI7PHTPmGIp0Je0n9Qg4wooUH6gQIsdICmIYQp4lgIFuZluAFMop7CKD7AQ6BJy9cqO3iGQ3E0mczm9UBwFeryU9oHjjCelokD5gQItbmwjQhBuNarAUqBk/qcAJpULXVjFB1gIdBC4/LdO4tYn7ZLM8iK7pjgK9CPwk3rOsAYKlB8o0OLGTPD9qGtUgaVAywuG1GYVH2Ah0BvB5Z3s/XkZLq3a4q2L4RRHgY4EH7i3YQ0UKD9QoMWNL8D3o7pRBZYCTRYMqcIqPsBCoO3A5Y2S3JlxAfbbxebGkSmOAoWJAbob1kCB8gMFWtzIAt8Pw/w3LAXaQDCkDav4AAuB3g0u/7mTuCDjb4D5/u3FUaBvgJ/Uo4Y1UKD8QIEWNy4DIxgmBWEpUJCb80qQjMQ6mbtzLAQ6lVw9wZEH+5KGrT110IjiKFD4knyBYQ0UKD9QoMUOMjKearighqVA95fWLjb1Le2fFf3Y1sNCoLlkMMhZxs1tJF+Q+TafbimOAgXpr9sZb7GHAuUHCrTYUdBH+XqUMd5kmOlE+lnqBkRDxAI173ppG5sHO8dqHugW9c67o8P15lPVbTyedd85M4qlQE+qE87qHjCugALlBwq0+FH4fp3gtyP+TpPMl2yXcm7oLM1favCpdN2JUk6muNv9SbtjuZTzUF/pXrLy2Ehr5A3Jul6ySdoslx2LRLEUqHjhSWn2RKnBJ03KUaD8QIEWRwq3L1hu9u1gLFBRPL5sgZq/SbpuhFyinrAUqCieW7lgk6t8HUeWLMh2086S4ilQUby8dsEq8xt1FCg/UKDFkpwxzcumtHnFMLOSB4HmfdSpUlJyvBBI6aH6+dKEhnGCEKjyjFZp7f21k6vcMccq1pGM8gEhsdl0u9fWCfTbblWTqzeuXariDZNs3XJK9Wvdk0WfzJt6U2py/Ycj5++jyX3v+gqlGj+237Le+1K9J887FWju+x2C7YZbxvcTHgL9rke15Bp3G+0o4BYUKA0K1D0rqyovuTYbFLoX6HEw2TJpmXwqW1s4WlPJvvmcMjO9R+QFlQvUBYW32HxlSQn0MtznsvURy8aXlbH2wEg4bJKjJIpPjrjVMcXBFqEmUvIUO/XKfedMoIdahtqVzXTUjC3+CzRf3dB0qPEwlhtQoDQoUNdkawuEqhuMh7sWaAGcrC4kSqEvNSYn6suVyK7t90eKtYWMfVtssqFCCXQQ7IlwtWXyErJT56vkZOH16sm4b+z1QczV/l4kmeVQ1tdbYzO0rl1ilnVtv/BfoGSXvTHMYqJAaVCgrgHb7T4WXupaoJ9R1hJuCZ56E56QtrU4V0E7DKyNEOsW0ixgTzFQoNt0W9tNtmi7ndQvQ/6kgI2cG9q8ESJ/HoTrItV7l9Rrby9yiPdIu3ZO2rHFd4HuS9A+ZhKz3IcoUBoUqFtyU8jXsGZ4sWuBwt3fg5QKnmoLT1wjwk3ZBOEJ81AnoQFH2Lo6FOhzdE+EzhZtnwd1SYYquFu8zTTM15MWgYMR6nUA9UzmChlyA+hS9F6D+i7QceBjvscqKAqUBgXqlr3QLeHjSK4F2lCnrQJdMpGqIsw1KQi3m4daA9t1tXV1KNDeup4Y/Jmg6APqPqmdbQbOfmqrDyJYbSUsjFCvCqhnvNrHmKou27HFd4HCrV2dLXuIAAqUBgXqlu3QLeH79dACPfTZa++vtvcAW0enrVxdMpFKwTrPgOMI94UrYLtO5vUAUKDdBJpUi7bdQd1h2tl64KzNYaRyoEmkdUvlbdbTUwG0s5zH4Bu+CxQOAT7IKigKlAYF6pbT4Pm4dEFYMRToifvkNPJptqaT6DY0jhepZJqC0DB4YiI47mceKhu2e8DWp4ICfUQn0JYWbcGSfeEN7SzMgLfQVh/EpqDJpgj14M3tRnuhZUAybGGDg3Zs8V2gT4GP+SKroChQGhSoa4DpuoWXAoHmqIPo8XaW4bxIW6uxqDPZ48ET2SCvcqQpntC8X9n6UFCg3+gEOsqi7begLknC/go5WdbmrpGPkSY1I922k1FmoUb4nzBzRpB21Z20Y4vvAl0G/v+INNToCBQoDQrUNfO13844g19PIFDyKFXBRgajE5Uoa30XPJVNtocQkmUJ3a8dp0WaXPQpadfA3g5KUKAFramelLPaUBPUB9t2nCJvNI0zs4dzsIzWJOLgxyFS7wOboUPtymrtJjhpxxbfBUomkBlvmuAKFCgNCtQ96ih13LsGhUSgR8Czvp0kxEtI7iVBGCqfytQmpMSFBj3OqK6quitirIfUduVNluzroeaB7qsFepI837KxVj8NrjRdrmruTtu74M1Rk6dkRH5vrNUb9H92Q8vMtRnfV/yfB3pQ2QlVaBz+jt4tKFAaFKgHZskv4Vp/mPSfIgAAIABJREFUZ1RGBAqT19vaxmj7beoTejl16uUaZTVPPXXR06VR0ghK4n1Wd4UfyQMmgVutlxGFoJdyHu8nmUbqTaCLnY04jveX6pcdQe96tPN26U9ItTcdLKBf30nqdt3JVn7bcJNc74s/HS7lDLWrMymK/uSxlPPkIGn8sfRQw8XG7kCB0qBAPfHjN9+a5McgAn0LCDTNXtic7+ZsnDN6LJw2eWTOIw++BXV5edXsZWdtxNr0+phMO/VC6JOJnP9+dtbFzXMX2b2FkeqHry7NWTxng8P8I0cXzt1iR29SvX+5SCbyk834/sElmciFFbOzHCYejAwKlAYF6hNEoFOAQNWFNQt61CqTGBeIK1WhfPXbM6UvcuHMO6pXaDSIUZK63IkdK1do0KxWhTp9nGWSgALN6lu3Qp3ey+kKBaOqxQUSm8zdNKBehZrdjRZnHngirULVzlMvi+Lpl9tWSm33mn19W7K4Z+0KV2ToF1X5ko3p4vjrUyu2GsN8/xENnUAvTuhQuWKr0W6vt/WhBhVq3Dnb978JKFAaFKhPEIGuAwIdIp+5DFaBStxyTjx/e+ifieNZXPxgSxD9YScDzUSghY8rLxIGw/YnqytRlcJeYbebmcoKrbY/rasd+lfdSFORnJCnTA0P6OYD+CHQ3U1C16psnC+bAbRA9ypzslLd5cl+W8l6cOcFNp0zBQVKgwL1CSLQwtpEZqvlM4MEHbeTSeiBL71fO7cZFd1q+hGECJRMp3oSlNcSdGToAqzU8pc017aNqspoDGOYdtVx1HkfBHruSvVSKTaH3xxDCfR8PfV6Zd08hJDpFj2Z9c8YFCgNCtQniEDzwcpBeQx9iy5JR5BXyT9rOM71HsY7dPBEB2mMNYEeJVOnEvdpxRMEPfokJdeG1RBYLSTcFa8FLEPlv/JBoC+Qzvewru0KSqBjyfXuch4qtzppvty6uhdQoDQoUJ8gAv0emEReDjQ63DCNwL+973XUThf9DesmKppAPwDtyf3eVeFdf5xqnx1eIUhVJq/mYAaAqbDAB4GCe/gkhu9wIZRAwQ828bTjUAvBT2Ywwy4agAKlQYH6BBEoXHfZVjqRLoQBMjsJ3t+CVtRF72+/qSbQYaA9WQVaQQiDnqP9bXgFCSYbiMK13VQOKvYCLUgA13KyStQBUKCFSeB66xyHgo8cN7DsYzgoUBoUqE8QgcLf7ubSidvDBQPnzr/m+drJuuj32m+qCfQh0J4kY04RwuhItZ9p6E/BSbI5U2BiPOqlAHuB5sLO+5R0GQr0MlibK6xwHAq8AQr9jfYPFCgNCtQniEBh8k4599ygcMFUA//2PopUXxf9KftNNYHCJfkjteKwMSR9Svw14RWCJEXeeMQm8KaY+ivjwyM8zKgXKSWpB6hHePgL4HznPZiEO51hFw1AgdKgQH2CCPQkeDyTH89nhRvmbvLPBO+Pu0N00R3MxNEECk1I3spmhHf9M6p9fuXwGqG0+t6Brweobah8EGhfcimbix8cQwkU/GCbOA91jAyvWe4b4BEUKA0K1CdAMhFy51TznHScHzYUU/MYyQI6xPu199HP8O0dDOGQaUxdtPbtSPvTCYKORrqby9e1EvJaIsBmW0iQrOQOqsAHgW4hH/QLxqFVKIFuI7tX2cw6TTFIa13XZsYrt6BAaVCgPgEEelHdQqLcD6ETu+ADW5CUH8S1anLg9ixmQn8FPVfXySMoEejRBkr7OvAF5ucBuuupW3UB8nspJUnz1KlAAe9vdUPsralEbELfpfsxkX6KOtdsKOvIKvRE+o/Um0hXU77OqxMvKvid3xQFSoMC9QmYUDn3OWlcPHDnbvXEkXuB4ULn93aTvrEVxjB5WyiukpOVSrJLGuDolQBYynlqsHQjm9Sfbr+ihhy53aPSeFL83eFyLnhH/vPQMfhNnimv5kmb5/JDhHMsQ7pRKzVUN7HIl6WcS+X73Ss+Zh5YRbeUc3kb+a/dVLPqkcl9RvoLHNfD+ftTh6BAaVCgPkFv6XF5VeYCSkSnF0//ZuKo19YGz6urn3MWZK5io0+JA1/P2nh2+fSl55w1o5KJnDds/+MrIyYGz17KmrHopGGM/PUzv1F2gdw+Zy7bhTxnFk9fEXaP7otARXHfvNl+5hsJSyaS7el6uVmZC5nMFosMCpQGBeoTqkAL5/aoUyntEeXmc3HvK8qmlC2dUrZCi5HKk/EzNeIDyc0XRYp15tV2Vat1eMf44X50sH1cYrlgvNUZDSrWv1836WbLoKYVr+gVMTxEn40pyOFRLVNr3vapk2xKe4dfVan2XTPPvH5d1WrXv3XeuoE9zr4RjNf+rTCnRxDoiRfbVqne6X19QqK8abfUSG319FGzY08UZt5VO/Wqx/ZZVOOSjYk5KFAaFKhPKAK9oOzMliSlTM97AL4+LCttxnGyhnLUxzzUOmWEqYHBKmmtvSAkhl5PBobBu5hxyruCvjYXiIYLdLbydvY6+3mCpirLQJX/1LOTStQGm+qG4l2pj2cu0BXK2+Y02mY/KQtOK3ytHCuvECuweNtw9hbl00+LXA8Fyg8UaMyhCFRbdRTIDJtelLAMTqx83CzSQS0pR60TYYW1hXCeIcUklZ7NbRnDBJqlTcK61u496Nf6tf7VmeSEO6rlFKiuS05iKtAftf0968Pb4LxW6ulkeTOWPG14P0mfKc8Ft6rB4r6NWA8Fyg8UaMwREijY16t23la9WFqI48lBvNn8kwGkzhP6svDkHpIF9qvFFzT3CgF7w7NhAgXr6m2ObxTq5/ELwqP2WkYG/PnRjYybCrQnafISOD2ZnO4gHYOMrdd77ibYiq9BxDeaKFB+oEBjjpBA4YLIpeFJRLbDDXxNUn7kgfXntfSFzcJCSrypFs8GJ0fq2xqiFyhMDmJrPxJRXB3eoWoMxmIKyB8DoQodz0yg58F82GbgfCdyOiBNI7gJHHtedAqm4AsR72dRoPxAgcYcIYFeD75NE8KTiMwoDw5MMjlS+Y30iXrKC0YMUItBkrTQKlJL9AKFWxuH6duYqQY9YjA8fBTGo5/hzQS6GbSIBy8g4DRcKcFgdd2xJ64GwSLes6NA+YECjTlCAoUbA4/rGuaVj8uAg67GgXbABvph4rKCEfeoxc+Ck51sdVsvULiQP9XeJ3/foEcMkonsg/Ho6Y5mAv0BNgFvSOCfndkinWNqltd+NgHBIm7KjALlR9QE+oEhKFBrQgK9C3ybvhwY5pWl8N7HZMnLGfDmNEk/jlMjLKSElkIeJvXUp443Ri9Q6KDm9j753PAOJTKY33oxwTSemUAPgS5A+8MXJ9LGffBFiPNccjo6g2ARB/VRoPyImkANv5/ublNLpEDfIz+0hOOZ+p9judw+4GiHSSQwjBN2k3qP4f8/WvKPvWDh5Wf6toboBZoH3jzae4sqnkkK65DNt6eR6UjidaZLTAeRgBnvAaeHk9NVpT9Jj5HjKg43Dw1nHAmWHDEVMwqUHyjQmCMk0PM1tR/aYDFPP+TzHEyj09Qs0jytSmClviwnXggHJP8ggm5o7yYwbBT+FS1C2UM2P/pj+g4FmGzMBtKuL6FLTAVKtgqKh+mb9pPtSuTxtv0k74mD5P0mnCL5qEZErIgC5UfUBPq7IShQa5R5oKvUFMTtzovidjrXW9fLojhFvUdMMd947Sm1gUFSjo90yT2C1AYvCE+qiZ8q2ZzMHibQfHW7u8TZ9iKI4qUbdT0aa7dlZMao8V7UFZhPpH9YVfgH1OkZ6uuAXqEdRzPV456eb0BFcamq446RN2RHgfIDB5FiDnUp567bJMWljJK/TAd7kReaqS/nSacWVZG/4O0ibYTzeT2pTtO5RmWh9lK8Z/tJz86JGdSs9XOPSl/nuB77jdoaEL4SKf91WfvtHUwxzx0jD9N0eVOeEdrY87iMygw5QVSjmfrzEZZyfiiv4mqhX8q6Sn4vUvXtAvr4LSc7QJuy9WYpWIXnLBZ/oUD5gQKNOUgykaNfT1+h3YvkzJ+emTl9Zub0VdrXa/OYxyZY7CNWuDlz5jazwq1jHnvxMznemUXTF57SF19YOv1b+7OIDNbCi3mrp89xmOUnd+X0eYeD/d6SOXMrw3wcUjyDfBuRkokUbMicZZTPZN+c6WvywHG27tgTh+dNz7J8ZYIC5Uf0Bfr7nOFdG9TqPHT6f1CgtqCyMWWPaFGlfq/IK/tkVtzfsHLj1mnV6t41w8vNUPY9FePjy3VVcnUWzux+RdVWow7baakJdOcjaZUb3uvi5eXC3g2qXDV8j/OGMtm3psTFV37AWQ4pn7Ix6dkyqFnlxhmrWIUrpgJd2rdh5bRHTHNooUBpbAp0SZr65NlkKQrUDlCganKNHhbZwvPhwqVOxrni7DBVeaUXkF8WnlFyy6dk2miqCvQdJUN6hsNd6tV5BUkfWNc1YKLyiqO0I03xEeiLoQG7wCNMnvOLqUDz+ilvvN8yqYACpbEnUGnxcEqb3n2vld5tLUGB2gAIdK724tNiwy+4a5ogdHD7Rf2GDCy9H7z/1CYmJi6zbqsIdJoW4SFn175PbReY7rzj4ndaz5Oc/PngIlCyueqT1pXtUCwFOkj7lCarqFCgNLYEeixBSJ34D+lf/5pSWaiciwK1hgi04EoixSWRmuzQzUn63N2VC8j+SkLZM3Cj4ebWjUMCvVhFaxNwtCv6KnKxmg7vXSXApp+3WtfW4CHQk1piJyFhD5OIxVGgm8Egp3H6WRQojS2BPi4kbVP/vSNJGIkCtYYINAs4cUCkJs/R/rS5ej0MagHjFyJcga/fwCickEDhYiJH91tDQcOFjnsOl7uXctCOh0A/Bn17mUnE4ijQUeBTGk9bQ4HS2BJoU2E4tGkzFKg1RKCTwC/ltZGagORrMnXdXflDGONpam32V5aNQwJ9GbQxWaJvDMhrJJi9RTNnOuy5gyFxHgJ9EnTtXiYRi6NA7wSf8iXDGihQGlsCLSvMIgdzhRQUqDVEoG+DX8qrIjW5XSfQKu6uPB7GGC7WBUfWGT1DAoVJSDo6uTZYdupi+vxE2HOLmV0QHgJ9BHStO5OIxVGgN4NPOcqwBgqUxpZAy0CBzhHKokCtIQKdAX4pb4vURJ9s5Gp3V54JY7xBOc16a6SQQGESkvucXBu+L7DY0cIA8AZVCDhox0Ogr4C+udp5OIziKNAM8CmNU0mhQGlsCbQxPsI7hgg0B6QRivhYC00r8ZS7K5+EY1FbyAJIQShjved8SKAwCYmjfX3BPWSc3aXzAJCGxMn7Cx4CXQ9+qIZLwhxTHAX6KfiUuw1roEBpbAn0cSF5h/rvXcnCEyhQa8A0psHa72TVM5GaXIavKx0k79DzMIlxiygeI9kvjR/KKJRpTL20NvUcZaK7QPZospc+jwbsXvKlg2ZcpjF10brWnMGCebF4CjSXbMdikt8bBUpjS6AXKglVpv4i/euXaVWFxBwUqDVAoOfaKr+TpZdHbrMF5I4TElwvIT/fQo1RS8pQ8rV6X3eTDRcqAs1RE0dVcDSLSRR/UFM8t4z4t8KEgoZqz3s5acZFoEfU2WhVGO10XxwFKm5Uk0s3M1n+iwKlsSXQoiXBn2jF6zMyOlQM/mOKK3+WYIGKF5+QM8/fZDmLKLubNg/v2h/cX/vSYPkpPpAeWhi/9jrpqLxVcgsZdSXS2SHSfkKB2/c6vfZOeVPf0sPdbQZf0Fv+ASTr8y1Fhs9KpBP9pNVZcT3dPhjoKZYCFffeIb2+SRpi9vcPBUpjT6BFS7Uk3k1dLkQqyQIN3hQumjbTVkKko3OmzT+27ONM4xdQtrkw/dGhU0lekb2Z05ZaLCNVIMlEziyYNvuIm2sfmjVtobO17JCLkwcPm+1wDRantfDiyW+nzTXPOuiU4inQ4K327GkLzB8fUKA0NgVa9Hvm0C5163YZOgOTidiDFmixonBer4Z12o35ST3eMuSqOml97mtZp2nGSiLQ3Kldr6zb+R1nKlwzoFmdFkONcuvvefzqYPwV7nsdztZHgv0euF4n0OUZjeu0emIfs6t8n9GkTqsR7OJpFFeBRgYFSmNXoN5BgRYTziqb25VXlpo8D0fth/ys1MpuGTpRd739yAWPhkbvE8IzP7+vvIgdwCxlnDhWSe4xohAI9LIyESd5EpuLXFaSayRPZBMPgALlBwo05ii+AtWGk5Pk+8E3BIrhoUrnG6gnUu3vqKmlzhf0uZg+1+ZFDWb1Mch6gdFAoNo4fmAGk6toc3MD1qu4HIIC5Uf0BYr5QB1SbAU6m8iyZfDwONxZWRokCW0e9CI5Y3s+0p5ErU0Feh1RLtmJ3VlyEnNOpGghk3I0ga4jE1hrMNgJVNxA4lVnEQ+CAuVH1AWK+UCdUmwFSqZ4CsJ2UZws6AhN3wdTUstG3tqHAFfQ03uAfgNKbO7tacVUEHK8JtDHwdkFDK7yBIg3n0E8CAqUH9EWKOYDdUyxFSjcFD34WPqoXqByDqjLYDN60/2W9dwL2tBz9l8DJRFXs9oHqm2AJtAu4Kz3DTZF8VYQbxyDeBAUKD8wH2jMUWwFCpOLfCSKD+oFKicPOQvPrLMZuRtoM5QqActJhRvYfAyw3ErorQm0PTj7PIOrdADxxjCIB0GB8iPqSzkxH6hTiq1AYXKRhbTbZPrKtVLAmaM2I0OnvUqVwDRL97D5GC+BkE9oAoXvJz5kcJXeIN5kBvEgKFB+YD7QmKPYCnQ0UULpC6K4Ui/QUBKl7uREmt3Is0CUDVTJXlBinVLPFqtByMWaQMEb3YDdnZwjAXKrBhxuTGoJCpQfmA805ii2Aj1Kbi6lZPOF8Kk3SL3QkNEqMvz8qd3IeeT1ahddEckVXdfeiihrOmohm/9TEyhIZsLkTvci2R6lN4t4EBQoPzAfaMxRbAUqzlFnG90ouzK7JvRneXXESMt/OdB+5K2VlDZX6LdQzlFH9VPWsPkQonhAdVvlHWAe6Cp1Vlaa+01NIVpylGYnmMQDoED5gflAY47iK1Dxh2tklT2tTGz8qY+0pCcgj7vf8pO2lDNTzmxW7f1CB5Gz75RuXBMywjP5nH5IXorUZZfXzhOO3SslWo3rfoBayrld3oQ06eGzjK6y42Y53mA3yaUigwLlR9QHkTAfqFOKsUBFcecXHy4E6ZKOzZk46+jJryfP2A+SiYgF6z6ZusLp1pqHMyfNM06EdvIbKT5Tjs+dNFPKd0InE8meMfmbU6ZtnMM6ngoKlB+YDzTmsC/QE690rNfs3m8j3+mdHV03MS6uTLv3bb9CvPxpt8YNb7VfPwQRaN5nUvv3rJPYa+wc3ubKVo9sMSoqmH130wadX5fXJ518rVP9Zn3mBT9v7pSujRrfMdXzEh9KoHlfdG/S8JYJ7tLpGbP4/rR6LeukJJRq5GZF/OnXb6rf9O7ZBeLux9teefWQTep5WaAX3r2lYZPun7PLEBCi8Os+zep3epXNawwKFCiNLYFiPlDn2BboQiWL8u2RHhJXV1RfSdY3FFQ4B1or9Tfbq6+gCfRgG6ftXw1tXRL3bHjRic6hYNW/F8Ulyp7zt5zapQw6pXnM3UcJ9JCSvfqKDZFaOOEinBvVxPEY2HJlGWvnl0LvngNPKn8qJYFuUrI0X3OQVW9lTisLAKp8xzSsBAqUxp5AMR+oY+wKdG0p9Sd7s/k96B6wYL2qfoDGkPONndVXUQV6QVvLWdVmAmGS3CNsO87869SilK2bSqv/vk4bMa/r8QkZCPSimkpfSGX1vgBulBf8/XfYemtZQc/oUElQoAcra2FZTU6QKOykhi3N7M+ICgqUxqZAizAfqEPsChTMIjLPH9Qdfv8G2AkL5pn3t9ljGVWgY0n7frYaniinNUjWKxesW7+lk2CAx/XxQKBg0aij7UTNWaTr62fWTSC3hH/apNCM0qBAwSaYL7PprcyXJCyjdV8EFCiNXYF6BwVqRDb4Yt1lVukM2NdTEMrZeWfYxGF9FVWgzUj7FFvtYXKPt3VlN5GiOLDfJ6Gmk6H+cIBAm5Ogpdnc1GXo+traUetj8UI4oWVafykqBHenzZh0NsTtJGzAfjJCe6BAafgJ9J+u+beHtlEj+KX+zUa1heB7Vc+s0hb6+3fQOuz/Qk8dcNDt33+X//NXmExkv52GI0GDgbqyaoIVFxx0MZzgU9EvoX/9Hf6p2e0pqEprXVdTHbVeJRhwv1z0c9FBcC7ur0x6K3MFiPsdu7Ayfxb9yTgiD/xTiE2B/mfWQ3Ok/3bv+9XvLgX6p8t2/918C37Xq5lV2kR//7Ktw/4frL/Pebf+BtvvtdMCZnW6T1cW/hpQzznnXTTkZxh0J5OQTXVdLeeo9QqjT9tLKYQrXIW/MemtTBUQdj67sIg1JgI9G/wtmiD941pB6Ojylx0f4Y1YDn7XW5hV2kV//34yq0coLA3q200GIqE+wpd12v450GC4rqyBYEG83ZSjxoBH+AogKpun1466vtZ01Hq90cd9WC76S1EOOJfCpLMhrgJxVzKMK4GP8DS2BPrvoD8rfSv9660rBaHNHyhQa2wKNBekPRphVqmwOvz62UrucYfD+iqqQO8i7e29nYNJSb7RlQ0iRZWh4TQ8DnUAgfYgQRt6C6rykq6vztbY51cWwpkpF/2l6O/gTXU3Nr2VGU7ClmedRx8FSmNLoB8JwkvK6PvvrwvCpyhQa+yOwj+t/a6XMp93Mx58++wl9/ievAT9xGaPZVSBriTtP7bVsFCbqiQ0z9eV7SR7fbzyvPZPclL41kkXwwEC/YH0m0U6uyDHaeXHO7mfF+k0/QpNQ8u7ggIlI2+BLDa9lclO1uKyTmKKAtVhS6AdhW7koDc8QIGaYVegueojYvwX5pXywbjqAHsj1i+o9fs7GuHWJtJrN179bLbfV0NpkBqewX6yqrWueblq0vi4j4epl3jCSQ8NgBPptSQo93kb2SfMA6YXhPcdtr7cVVWkuhaiorIUIijQQm2IP2zurCc+UccAO7O+AUWB6rAl0MrCdHIwS6iPArXG9kqk3FHy+8bmyyJVyh+tbAtcabxdL3whp56vYrt+CLKU80u5fWX77Y/0lL62gTuNbqQXyA+r5V/ICxrlWfmtRdp3ojhJfjVR8yNHPTSAWso5Q17ck/pmgdeoGj+00fRZfpbj1nnPyzNkmy44Fkracpu6xby0EqnwLfkR/4rpzDobYrG8h1nKM8z9iQLVYUugycIicrBYKIUCtcZBMpFzCyZN22zlqYuZg29Lf3mZg29EftbUKU7qy4BkIvmrpk5Z6qj9kRkTvzIZuSnYMHWymr9E+ryb5M97+fsPP3KcryQcOplI/g9TpyzxNiqlZ9snE7/Z8HTfh92tjDy/cPLUDZLPj2ZO/JKkZQ4lE7m0dMrUH/TvPLxTuGnapAXnmIdFgeqxJdB6wgvk4CXhShSoNTYE+uOIdvXbPQ4SvOVOvbNZWg+rzBKnX7+5cYuMhXL9u0zqF86796omt4x3/g0CAtWu90aXxi3u97LH5dJ+LRvd9CrzhJoaskALZtyd1vT2SczMuaZLpaTSDV4LzcYvnH9f8yZd3maRI2/9w20adBh9mHE2pkuTb2+a1ms6exPrQYHS2BLoEKHGBfXfuTWFgShQa6wF+lpo0neC9vprp7L8p3XEzSOWVA3V6nZ2l1K/VVj9EzeHSmqvctrtcIEuU6bB3+k2I+ZFZWOhVI9DReZIAj2qDGI5TJ5iRn5/5aG9ipQ96bTyIrPGCs9xh4ZeB5eexlSgWxuGOtjOUeIDN6BAaWwJ9EC8kLYu9M/trYVSB1Cg1lgKlIysvxk6cbyWeqJhhDudjdoMz05aMo4GuvokeUd5pwmMwwS6WctjEiHZSUS0mUVJLEeaIUGB5mtzH6swSWw0RPt/p9wBsUCbC5qy1WNcbb1B3EyGAj2srfVKY5mUxAgUKI0tgRa9E/y/pvmAF8cNlrZ0/MSVP1GgNDlkAmiZ0Mz4odoJNV+PETcKBugyyIGt0O502O0wgYJ17F85jBViAQngbBm5fYICfYtcJYNBxC1gKey94mfkQL/Zk0O2kqXxtS6zEyjYm5plUhIjUKA09gRaNFPbXKvSJHf+RIHSgP0jhfekE/mp5MSVps32GybjuIKuBBbPJDh886gX6CFwvdudhVLoC/q53VUES4ICbUkuUobBTdhToNPJF28lB3EOp4HqGAXiLmAm0FySCYtpUhIjUKA0NgVa9MvEOxsmCLVvful/XfoTBUoD7jeFQdKJA9CIps/wXxv5UxDo95NAxcL3zrqtF+h8EKqOs1AKcF1hhKmuXvil6A+YRMRmyulI3AZ/uJvhtnsLPcUF83mFccwECpf6xnmf1BARFCiNXYFK/Odnt/JEgYbRD/zS3yud2A6/s0fMmn0pGEKPHSSBEocjN3qBzgChKjoLpXAliDDZVQRLfqGTiDgeOQuH2us5qzw4mOkpLnwBM5qZQKkF935s3wRAgdI4Eag3UKAUT4PfeXklzknwsJxoOpMJJh8B9enbjrqgaJNJIBP0AoVL3N09HV4HIugXyTMi+AgPHccgFf3d8Keb3Rgc/OApbh8Q6QNmAj0CopZmtQDLBBQoDQrUJ6wEuhj80ofmWLYiJzqbNrsEko8QbqIr9SclVR3ODNQLFL5eG+YslMJoEiCJ/d7AMkGBgn03GjCIOBH8cOuAIXmhorcnZPjmeze7QSSQcu8OVjFNQIHSWAj0A0NQoNZYCbSAJOptGZLcF3qjGkKGIRJN628hbwRfddjtsFH4Z4j+9jiMFeIIyYw31FUAa4ICXU3u3ycxiHgOJFH6QNxF3ok87y3ueW2qmtCN4TSmj0hvl7OKaQIKlMZCoIIhKFBrLOeB7lK/o2ryjcIB6s830hZBlzooleKmaZNXwpJxjNeSdzi9YQoT6CX1tV1gqsNQKjPUqTttWW41DJEm0r+o/jD6MFkEv1z7G3RXMN4k9efpOTnHCnUPwfo/MRRooTbVgXks7PV0AAAgAElEQVT2JT0oUBoUqE9Yr0Taf4f0tQx01dYRFb4jO7VG5Dxsl56Qp9I3XSQWjjetP6e+VJIyxvEDZ/hKpNwn5an0Tdyv5VwuD8QnD3Owxbwz5KWcn8sz7Sq+yiiJyOZG8q960mj58eBb+ajsKO/JObbI41MJ9+cwXYlUMK6SFLa2o9SFrkCB0lgI9HdDUKDW2Ekmkv3Z+M+oZZiXFr/7wXLLL+npueM/XFcQqv+eSf38VVPGf+MimYTBWnjx9LzxH6714qXCjR+Nn+3fUnglmUjeikkTFjKU9NZn+vT/Uo1XsObD8V+zeYW7Y9r46dJsUqZr4cWLi96dyCAviyUoUBoLgTIEBaqx/MFr0m59m8XXsXBBRuu0Oz5wpo3sUR3SmqWlGbYzEijF0Rc7prV71O5Uyx0jrku7cbSyuDL76Q5p7UfuPjeha9o1/RcXzO5erUy5ho/vdtR3Q0A2ptwPu13V6r65zoaiswa1TevyOrv5P6sGS/FOWtRiK1BeoEBp3Aj03yhQa8wFqibXqLbE80VOKRO+66510OgdMiRSd42+0Eqgn4WGhAIjbN2RPhd6/Zk8UTqYELpuvDLjSJ3tH+89lzAR6BYlqUbHY/Zb5ypZjVPne+5IKN4DSjyLKbgoUH4UI4H+lvVQBRSoNeYC7abqq/R6j9fIVweUhIr27+PgDJ3wdhYCna1tdxxpoEtFy2of+EQUpxi/Tw/yuu2+m6AJ9GBVNWYr+28r71HbMEp20tdmPBQoP4qLQH9fN1S6cUCBWmMq0G+IOdp7vAbZUkfobrfNSTjlPHwvs8gCzdUSQAnx1uva95Nb3dRzpysKZpQ2XXdlE02gGSToO3YbLyVtrvbYD5llJJ7pNqsyKFB+FAuB/rllRChrVjwK1BpTgcJFLnu9XaMTiZRo9cZNBUhXQp9sJLJAQWYl4RnLS40Dtb/6xNSfgjDeZt/NUAV6sQyJ2cpu4wdARxisooerGISIuUlRoPwoBgLd9XTo7iOh6+eFKFBrTAUK1wV6W1hNJQ2xm+oXbHkro0s2Elmgr4GG1rmZYB6mUSMiCLSfzb6boQp0C4iZaHfawNWgka0NTy1oDeJF3NAUBcqPaAs0+7lQSojEu6b/xZU9UaAatcAXbJq3a7hJGgJSR8rolqdHFuizoKH1Xu7dQO1HBkUQaE+bfTdDFWgWDGp3ZkJD0OZ9jx2RgH8g341UEQXKj6gK9PDLod+JREFY4taeKFANeIey0Ns1YNKQjTbbQAdKbKCLIwv0PdCwj+WloDPHPhdBoF6XeKoC3QdiVrDbuANoNNtjRyRgwqWITxgoUH5ET6A5b4TyOSanz/q/4HMiCtQupgIdSb5fpTyubQSv7yrbTRoCxkwkUnXtIgt0B2hpnZpuOqi9+vsIAp1js+9maINIV5CYPew2Bma3/SI5Ei+QeAk5kSqiQPkRNYGGbpdK9573d6kQBWofU4Fml9K+YMM9XmMz2SDC9mTKAngHHN7OYhoTSQhc01r+ufW12h3Ewram/mxqsQ2pJZpAJ2gxA7anJB0h+a0e8tgPmaMk3oMRK6JA+RHNtfBl+87/p3qAArWN+TzQj9W5lNd6Tq6h7QTUxf4ivp0g0ZDQRT9d0kKgh9W3BqXsZP1Zq7qkxj5R/LGKiT8rOExZGo4m0HxtAzsHWZO0ZCct2SzVzFTjtTgdsR4KlB/RFGiPpb9qByhQ20RYyrlAfqecNJTBuu1MWWhlHCW5yL5NzS1k0M5qJdKxu2X9X2vvlev2G+S7wW6HpIP9XeXrduwv34LXH65Meu/0o4O+G0NWIuW9IOcvreUoqcbSNPn/j0Esdn2XWC7HSxxo4WMUKD+iJlA5qVfFRzb8gQJ1SKS18AU/vP/mjIjvx2yTt+Ldt2ZHvtMJZ8+0cR9+8e5bswxWf1uuhRcPfvb6FPvzJXd8NO4TLV/K3o/HTd0liicy33ovK1/MXTKmb7+JTvddNgKshRfPzn17wlKHSZMK10584ysHiz/ZxEOB8iNqAhU/6STfNtR6Zi8K1BF2sjF558cnb2zV5SWjnSKPvdyl1Q1P7HQa0FqgCsdfviUYP/JypPzp917Ttu9MdUbmwec7t+r09D6nXQLxZkjxMnUzPC9M6tX2hsHLC7/NuLbN3Z9c3vp4h1a3vab/87TsoXate0yy3q/Tqt7lT+5uc23Gtyz2zUCB8iOa05gufhB6/d94HArUAVwE+kLodVuZ8PmkX4ReP8Y94/CrblegX4W2+ogbFSF+tjJedW0oG9MHyfJR4jhnPSLsbxOK1/YAPLtaeS2rvGJNDb2fKJ8J65xT3o2GJ0+hOafsDFJ3tUmFHc1CFW467vZDEFCg/IjyRPoTb6SFfm/u2fQHCtQePARKknVM15XM0ZJ+POsspE2BztPG/0eZ1jmlDcI3lhKTkjWkbzvrksrpBmqARuBt5U56bb9GAkgAXdhFPVsh4huDwlu0esa37kdrqBVae0+tjALlR7RXIhUVHXi+nvyLU3Pktj9RoDbgINBsshKpGv3QmVtHK0l0NkZjT6CXyRT+BNO3BE8Sm40WxTOVtKMyRq8crCG7QcF1+HCndYoryeSor8jZiAtQwcTVroYVwDIul38FAChQfkRfoEF2jKwu/+rUeRoFag0Hgb4KdDGLKoFJP55zFNOeQBeC+Ga3uIU1SJ26ovgpaOIqeUghWANbR3txcCxeMGOp1rQrORkf6dkbyDjeaAwIblHa0s1noECB8qNYCFTKZjdEvo9AgVrDQaBwk3F6M7FXQIk+YV1k7AkUJhUx20f3Jyizk+IT4Ki/oy4pHIfxtDGi70z9KbylNa0Jzn4X4RIwTcEig/LtoDzB4X7R4aBA+VFMBBrk1+UPlEWB2oCDQMGNlW5R09OgpJOjmPYEaiepyG4os2zxIXDkKnnIXhhPG8qfZS5QMpce3DjqbtVp4OtUo2Xsq2F4z7NGUaD8KD4CDfLzNyhQazgIFGaepPd/Hw9K7nUU055A3wXxe5vUOUt2ahfiLoljQBNXyUPOwXjaGoRV5gKdqDVtAM6uinAJmJjJaCnoflBe1s1noECB8qNYCdQlKFDWwNeK9KZIW0HJFEcx7QkUPstONKvUhtS5jkrUHvEu0BywmL6ddjLXZBA+CNmtZCA5WT7S6PlDVvXqkQpmby7sgwLlBwo05uAg0ItkLFz/HK3N27GT9ANicxrTrVr86qaPsp8T2wSfhwuITxu72333SxIPTPKEbyso7iR1tiZoZyPm0d9G6j1tWAHceS9z9RkgKFB+oEBjDh7zQLNKqxbTL+85oG5elOzwi25ToAfVeVJJ5luLFmo7FA2SDneo+fPLbTBtEpHCfmq8geDsxfbG/rwCbrT0jnq2w6WIl9BefVxvXC9fyxFtPv3VNihQfqBAYw4uK5E2Xyt9mQN3HAwrOdJdfmXYxunGn3ZXIh3tIcdvtS5CnYJxFaQ6qW+HJh3tC90Wd9jhsEsk3uvyxnSV3qJWP10cJk+HrfuwnJyk7IDm0n/ietHTkEJJV5KHW63lDNVLetSsXt4YeVvnqs7eixiDAuXH/7P33oFRG93+99pg03tL6CWhJKFjIHRCC8XUAKY30w04dDC9mRp67y20EB4IEEoILQmd0MH0Zoyt5/Z733uT996H365GmjkjjXZHu5LsJfP9I7FGZ8puos+OZuacIwAadHLGF146s2jy8ivMO9dWTF5ofq7H7QsvXV85eYEvPL/YMXPmtyTo1MWlk785b3pIsL2dVHuKEnYuWHokSXq9d/aMrU8k6eSCySR+iao3B+dM28gRv8Wn3ZOtM2bv9T6P5ZQAqHMSAA0KnRxQq2qkEonCIYBap5S93WtEdNwFBn1nYuOKX4y7+XpJ66qf9z/GrvVmbYeImr2+5+rhbpynvRu+DQ31fH7LKnUGfx/XpGLDsb+7p6TboqpXj9qR/N/v3h2L/rxam+WenZ8LMaVz5SzeM/Ac79/1rBHx1bpAgz0by0+AXoqtX/nLGQ99G9qj9xGgKbu71YjotNmvk70CoJYpUcmwUVh+doMNoAkN0OgrXVFLlqDQ+WGKD2ZH1mutGlyjKUcyjKVoxTbcfyfIA/nBImf4zJsR6K8aT/6zM/qr+M8psWoUgPaBhVt9qOyTlbMi3h5TfgE0ZTRyvcqx2betLXoPAXpfSQ9e0Z9AYQKglgknfM/qCZcZZABNrKiOvojyArsCnLuUxXBpuo3dNWv4nKmtwu3N9XOMJzLSA8qn/lGumfpX7t7kdtNAYs69iVCbKeif575v+QVQ7MKQfo/1I+LR+wfQ1+XV77SoH/N6AVCrBPzPPc4/QQbQWWT00XLBU5h0Hkmfs7IruWl4HFTRM9Jelnv+jbGKbkR6QeoHMkkD+Ue9ZzbyX/4A9FIYHlZR/w6DBar3D6DTyH/qgeZbFgC1SsAzPeT3oAPop2T0OeUnE57SV9RSW+lVZnIzQtckLXAq1Hu6dEP9qhuQDwVy1h3AOqslW0Z6+QNQ6M/F8ta3X+8fQMuSrzS3+RVvAVCr9DH4f3tbsAE0KRSMXg6AN0QPpCLaWmfBzQw+XpgDDiYirTEL0A/96kZWSjhohz+BiSn5A9AvwbCm2jAm33rvAJoIX1rMr4IKgFolEL3NtSLYAPoEgkd2C+3h0imnttZheNdHhOGAg4lIC8wCNKtf3ch6Dds54n873uQPQGuDYbGdpezWewfQBPifmi9XIpQAqFUqD/477As2gKZkAKOXj+WP1AOptLbWJXBTR1eNRgPbaL/GuMUsQEv61Q0SdLG/EkA7XuQPQNuCYfm7FxeY3juAJsOXDfMbhgKgVmkw+c+Q4XmwAVT6goweced7PZD6aiu9LkButvLRwd9AQ6xQcb6VYBw7ma2evts0VHPSTBErMsgx5A9AF4KPF5BLgt967wAq1SdfqW6K4FsCoFbpCvkl88ywggyg4AzBfLkgGc6oZYVpUnAeaQKOFYX84KOD5ArYtpSf+YSitCPCIiu4mUhh+kDWLgHvZ/m29kv+APQpPrrlamjDkDj0/gF0F/lP/Y35lgVALdMi9T9DBU+AoiADqDRQHX1LxSHjXE4NpTSJOKbAfSeOBbnzalKkLCd92rL1sDQ1niyN1b964YlZ9W3knE9g4MMZnZrY5Yvk1znQferPdMFAPLoC0PsHUCla/U/dOtnYyEgCoNZpmxyJIn33p56LYANoSrx8UDNLHD5eeAntWFRtKzOp8CbafjNkWd7FHD1criPbRvj/6vmwo/wWj2aZ1c4lT5JDzWef+l/vvpWzdoRHv5SOlEFDKrDB726QFuaR+4oNPP2mgfxz5fzxE8+wQr68bfl4+PQeAjRljvzbnmWsPz+VAqAWKunAzLhVyv/ZwQZQSXq5c1rc5mQYTOT8grh5ZyTp7uq4mfu1x7Y/IvhstttXkCPQnvl9Tqgby+NmHXr7y8K4eXKclKdbp0zZ9kz673fvUvbNiFsrR2BK+XFi25Zffxc4917tmh63yUafcz994VOOxcctvuzbzia9hwD1BL2ZNmnzY79aFgC1SYEDdH/v2p932W7+rSJxRbvq9YfwBWK6Mb5xRPOZgBJ//vFdjTxZP2h3R297oG/tz6O2Jl8e+UVEq3knwPwze/QP0vEBdWt8tda7c8xvTfJlzdvAK0FvTmgc8eUMOhpS4qr2NeoPYsTNezCtWUSTOPcPlhug/+qx61Cj3iB/1wdo/VQ/b9ZcRap+HmUQYeJ2XJOIL6cp40yY/mVEk4m3zPZhbTSmZ/NaRXwx0n6wvpcADUACoDYpUIAmKEHlq+ois/nQT8VRxW4cDjQz0Ipa9vW45H9qodqhcRrTh8qK4wdo6RP4IMkrcuhfH3vbt+mlnFhua2wyG40n21pQdlrJaBSlneaukkNzujLEI4CeUTIadeacDntTa/LJyrOYNBed+sqyynOxJqt8ET7HZCeWAnSvvODgSjfSpiMDWAKgtARAbVKAAE2spD7BxTkCHQFdwHs/bXzazlBNQ3GWIhLfnT5m+AZkJPKivMa4x0v1rvZGJrPxeIgb+2XsQ9+SNl6PPUjmeQB6BduZy+PMUhv4kQrrM8TjzB4h7l+eTXgzzWS6eysBeggfARlhWZtsCYDSEgC1SQECdCZ5ggf5tgZqTCru8mF6ixxD+kCZtm0jtcOpJXWY59ObDJ2M7pBN+xCDmPR3yBmk/DgWHTiQSQUzeZ4Xl2d54QZoC2LnX846ol/oOFS9tPfvZ8H38j5/SULsZTZ3DNtCgCaXwYNIZ/PxUAFQWgKgNilAgH5CHuDcZgK93gWHiyJ92M4gpiqc4DyT2lmv4OJTmNFSfH9gZJAJeTYwUaeg8PR8c2i8AY703bunJB8cTCfnl6gJqMuVTbsfBZM6r4enEcy9xFsIUJjceZhVjbIlAEpLANQmBQbQN3ASdNVExT2gXjEfth2B7WhUlAsUwbXKt9xeQIcMOoOx6D5im8CD8uq50v2grBA0HgFu9Hr37hC4LOjrS/IhmB7eI+3CbndwbxjMChplqhsLAQqRXt+qRtkSAKUlAGqTAgPoQ/gAm8lsBCdmuX3YNgO2/VFRFlDUAJg+dfFqh0Fn8BC8QZgk8Bbu6qeUbQFl2aBxH3Cjzbt3O8FlAEFEZH2o+UjaYCJgi8nVMxpcNGc2ZyQLAToJDKKyVY2yJQBKSwDUJgUGUCrCgZkz09DlvIwP227AVtl0zweKugBTKtiIV50w6KwmsPmEbdITmExQyo6AMio4CIyMOfDdu+PgsoSvL8mHymk+0hXN/X7g3ujx4EK3WupVFgJ0KRhEU6saZUsAlJYAqE0KcA20HnkiDF542XoJnMF1wT80WgUeOyUHG5yUUhnlG7r4lMPoKOh0YDSUbQJjLh9Wyl6DOTEVGh7+Uux89y45K7ns7uNz+xIIC+NRIe3JoE3g5oEfwMU6U91YCNCrYBDTrWqULQFQWgKgNilAgIJX0vmmKg7A9cJ+8WH6shC2raZA4iJZe81P2cK1VW+KNeoskWz5hz1jm7wqgk0qY/+BobgsHbUWCYKdFPvXd+/+lQRsTnfWx+f2pSdgQ4pFpMRi+F755GR83sxVxFzoeiuPMZEfvpwcuZsDkQAoLQFQmxToQfre6hPRwly21Wd4v9z3nvBB9cU89wW1CL8Zp9e4/sC1PmNFGJ9i34LZvMTI5AcVsrlJ4KcXlQ1AhoOdZDrqOQf6Au9STfP5uX0Jh4Xx6Av9nPqoOs3P6Wb6L+rGW0aTgZetBOitwsog0gV6hsuXBEBpCYDapEABmjJDjumb6WuzucOedpUnUB+u920qnfxMfurqXsElf85D4YwKaD0uU2blkCnRQXYMCqmPIoOUaScv1ubuJC+ehvV54aWzPXLoD1fmjcYmP6FpZW3o/fOsh/x5CqzRGl9Ey6qVTiNPJNVuNcfn9qW1eCEkQwzLqf40ymH6uZzy+BJy3qpwymQnlnoi3f5S/n366IB1TbIlAEpLANQmBe4L/2zLxPFr/Xkhu7FszOS9fME0Un6cNSoevhr/+UdSfLOa7VkJy55tnThuTYKUfGj6qAVucvw6b9SMI8nS/VXj4ra/kF5/O2nscoYDPaX1kTVbLvc+nmPu8WhfwW8tHzN5N+vznIkfNfu4pPrCe+wmMe380LKWNVsOmzhu9QOD+8dnj4o/o16cjR8167jpLqz1hZcuLhg1/ZAf8dhMSgCUlgCoTXI0GtOrpR3qNRmt8dr+oX/D+r13qTsgz+bXKZS3RMdd9I7InUnN60XGPyEFf/5xbVzTeu2/MZ5KKvefLWhT78uJxkEpfd1n2Teb8Lum9O7k5tXLlq3VOqptvSajLhrVVQCKdWFk43odl9sRh+7elBb1Ws325Vx7cVTjeu2iIus1G+8tkMGx2Eb1evoRLMZm3ZjYrF6b+c9eLG5Xr+k4fZI1AVBaAqA2yUmA/oBieaSLBU/jI2VfIQIx7Ft1pS4CMi0eLYLmJK7nf0xGOyj597O7ShmH7udESYPCJhsMaXce7/e12qPYT6JK54OY9y5X6FCD5WAaoG+HIG+sIj9y9s2vhWg82b0uj7yNId5gYROMgns8jUQWlcy4STigqUo8F7TCnH6MdvwCoLQEQG2SgwA9iVfsiNv8mwi1rKRnvrSPBGovSeZPc9SydPj4Oz7WmIG9JQIdb2RpozYhfY/7m8j1EQ7gc68TQOk8bWcG2ehogPZWrbMGuh2vFQ58D4Kd6NWPGvJottFbnF+ziNEqQapokksj7bEKAVBaAqA2yUGA4n1qVyh2WgLBPwZLUlJxF3WNBIJ3FFRO4PxKTvCUY82dfqVP+LgVzppBvS1J7l/h+ARvS7Hs72XRdhZyjFmdAuiP5CRWTY6uTegBOWua33iJ4zgdiiT9BabVEmLR29pRBqTr4S6NtMFJBEBpCYDaJOcAeg78795fLQQp4XIn0Sk2c6thlmaBQmUKCj3MWbCK1T5fLtd4htlBcH8cx0eAnuxjcSkjAhQbNhRAoT/TJY6++TUftLzJ0KqPZsjsbFHViUFW25KGmFec/ivXBCcRAKUlAGqTnAPocvB/e4RSlgQzvl2RplKPxBXFiBFMpAEomsfoi+GQxIp9BOM8NeP4CCB4H3BFZGThrMSsTgG0IjA35xrkS9D1dbihVRXNkNnZM+HibiDZQy1WK/1XXpe2EAClJQBqk5wD6Bzwf3tZpewRfAR+0qxcqkfkGcFE4NPPWt1khFX+nGE2GtzneY+Gju01cGlLfWclmdUpgJYA5gs4+uZXJGjZ2O39I82Qq7GMEqGFr4zQDqqeS6eKtIUAKC0BUJvkHEDXgf/b1elCClzLukkx1nONxAgm0hQUsRyGmrl0YoVQngvu+4pK6hHcLWqFS3vpO6vBrE4BNAKYb+Hom199QcsGe0MSHTXFI3Z00uzAwvB4lvNqr//KG9MWAqC0BEBtknMAvQV2LfACYn1SVlySTsMnorhqswIUKnvu8F2flQxomv4Bm8swg8uyPIku2PZr9J2xFxQpgIJl2nTWbnCvBwP53tBqpGbIM5hWXxKDD+xOY2RCC/RfueYgmgAoLQFQm+TgLjx5tcyMU0NuJ0+Axyf+cxd9LesFCXypBu+4nwMXNdb149YDOHOSlZt5qryOj/ta1SX2JEXoq0LazjKyD6ZTAL1GIu915OmaXyDYyafGAQquU2dXjYJ7fEcsJjENUkdP8mi/8mz3aAsBUFoCoDbJQYDeUR/skJWksAcGoWfT/TLJINSY5Drar77o58KBm3apu08F2U5Em+DulFvpdzLNrqqBRdMbBVjW2Odn2f9Nc6gmZCm7Nn0O9BvVvKTVJyx/UNmc3dsJ0yXwHFM6o1UEHDWrbhrahHf/99ecUwvdoDEQAKUlAGqTnPREuoMiSRSGMEueLJ9aDB+Kns+rypwwbCh8Xo+iZGQ1yCrcn4eLykWNbkps7UWx3Gqhczil/mZgdg1tR5TkDW5xnWl/jIptXNAo0pDGlXOzPLMOaaVPpxmoTqBUVdW8BwrcUhAPuTgrqICslFnyZD482oIszFbqIDqSG4EipBTdq70vAEpLANQmOeoLL/02NzZuryZu0+P1Y0YtJy9gp6d8Wa/TMs0LWfKhKcNnw8B1f/6RtC9uRLyX1I7q/TNzRkz63osn95l47/e1Ouux174Zp/wwNaZ3vxHxO+fFTjSOE6L1hU/cNTF2nrVnQNXxHJ46fKZR0H3S/253/zvjR8R95y0U4bO9E0YuM5NtwBklH5g8fM4ZSTrvHv++JN1tAVBaAqA2yVmABqwzsc2+6LUt2Q1QUvZ4brv6bWbbHKA3AD2Z175+m1kJeoCmmg4NaNy4/0HfdrIsjsbkkARAaQmA2qSgAujrbmjdrvxFANANaEMpi/cAdKmnzSjeRealaQWgCY3Qe3tDvrUDAVDnJAAadAoqgOJ8mB8+xwDF20UhK1JzaIbairezlqYNgL7CuQA+e8ljLwDqnARAg07BBNDNZKOmqwrQFyRBZ46HXmunjl4WwOPL/jpNABQEMmLFB9BJANQ5CYAGnYIJoE3Io59B/c8ET40vTtXRsQWg71qWJgBKIlC5ivDYC4A6JwHQoFMwARRmg1dzIcWAMnP5zp0RjAvVOy0A9AkYkIvnBKoAqHMSAA06BRNA4Xl19WBnD1DWJlVHxxaMGtcmLQD0OgQozxkqAVDnJAAadAomgBYEj76aUBjO8AwCwaeqYMCnAWkBoC+hA9IT3/YCoA5KADToFEwA7UCe/Bz/oZTtBTgwjh6cetoPxrctLQBUqkQG9CmPvQCocxIADToFE0CPksnTaHUXPqk0Liv6OlVHx9Zb4uVZ+J/TBEBBcCtWJECdBECdkwBo0CmYAEre1yv/Cz4HekLNSJQhDQX8BTqlZigKP5g2zoEm46hYrbg8WAVAnZMAaNApqACaEi97HYVGPQGeSKdRXqVyx1NxYN50FiXvKPNjWvFEehMrR2sKH84XX0kA1DkJgAadggqgkvRsw6hhC65JlC98ypFJw+IOpqFwv1odnTws7kByGvKFv788Nnb5Pd92sgRAnZMAaNDJfoAmb+vdNHICK258AIIAlQ41KJi3dAx7PvWkR8k8RVr8kvJd/2YtR5pNwH50aPMWw9gpiplK2tSjcZtJvxvdxgB1t9s85ke+Nu/NaN+oyyr5w12f1KZJz00k8pD22qPEVV0atZ9xVzOuFTU+LFBhynO+HhUl7+rXtNXYC1YB9P4s9+dY4X2Z+u3mXk1ax12zojt+gJ4b1bJZ9L608fsrABp0sh2gv6LYlOmG6EOOBSAA0CQl9W44axN+Rjp0M7f8z5AoLu9vRQmK51MLrmD1bp1CMSrDxhg8jQpAE5SMTV/yuJ7ORsGRCx2UkkeHyX9+9DO6o72W9QOKjp9hFmzj9Aeow0zbOD+IR5fRbn1ovzeWAHQuCoD/oXGOEUk6i8K+po/1Fl2PU7wAfaXEp4lgJxFwWAKgQSe7AaTWXAkAACAASURBVHodx5jvZmWzAKCfqB2E6KLqUlnjZDXmn2mQoBtV+RYLz+M8IkPZBgigr/A5osq+jw1MUW0zHh2s/pkDnYHVXnv0I87TAVIE/ZYZf0PsuPws3cJ5VNpZAVCcEDr8sKHNxdyqkQUHejkBmoLTDxa1Oi+APxIADTrZDVCQ85c36juPCEAXkw5ya60SNbk23FrF3cVEUmkaV4Xa2D70FNMAARQE85jMNAO6Rj5AcZKkpI7n1k+aa49S8I+JK/wqbqQW6TAvd1z5jqTSD4ED9HeSAOpjw+nlF9gm5GjAPXICFIRSSAuOwAKgQSebAfogHfk/tIOF7RKAfgzoqF2u1E1AXa5a3F0UJZU+5rG/Anrpx7RAAAUJ4dnp44HG6T+ARx449tNce3QMlI1R26B8NzfzfBK3noKfnjaBAzQODOGQgc1N4CIV+NsKJ0AbkD6zpIFjxAKgQSebAQodhXziwoQIQGFyyRiNFUjKqyoTbw8JsNZTjgow730VpoUM0EewXV+rq031H8Cjde5blTXXHsWDskZqG5tgzeFcn12SDoM6BQMHKHgPMZzObwU2nwTcIydAYfZW9muDoxIADTrZDFBIFd0bdgAiAIXpGaM0VjUZ8OGdZ1yClXh2GGCu8hJMCxmgV2G7V5l2RDUYH8Ct+RIVlU6+9mgCKKumtrEY1uzJ9dklaQeokzFwgNYBzcUa2CwHNgUD7pEPoMkwMMD+gDsNWAKgQSebAQpdwUtb2C4BaCbQw9caq1Z69mTj7eExqBTygqMCnOlFMC1kgD6Fo3nmo80WLqY85w0iNNceQYZ/qbYBZ3aukVyfXZJ+BHWKBg7Q1qC52QY2O4FNhYB75JyB5gadmj3kZoMEQINONgP0GVhL45398IgAtDx4BC5qrNbq2dOEuwuQqrgij/0dkIqe/aaM1kA/JWaf+Wpzhv4DuBXqOeY5THPt0XlghN+U74NxufQHFdh6nYXU6RY4QOHagtGbcgJ4lxgQcI+cAAW/ULktPWfnnwRAg05278KTeJ3pTvu25hYB6C7yCBTTWiVndWm1h7uLhaQSX7467GPuCr/CNEAABa/UPoN53CdrdFXIT5Ec9/Sy5loWOQiQjTgagelfCW5IDMR1Qn4LHKAJOXFzEYYHycjGf9ivRjbc4gQoeEPSvr6khgRAg052A/Qh3iWfaGWz4BwoPsmX/hed2S64xuVRH/4u3uIdHL6gG9LtImqFeWwDBNC3eGurhe9216nTxzyX8CyuyB35lvbao8t5lLLQdaSNu/lVy/CTXB/Eo6d4ohxrxTnQzernyP2boc394mqXMwLvkPcgfbTaZ1UzPhZ2SQA06GS7J9L9ljLEci6ytFXoytkdUTIfa4a7B81B01WQH+DMcXwoREocJE/ywofxnaOXpJsN5c7yrjG4r3giJQ5B7Q7laXcniiJd45IkrUJ0bHRLuaW99ugS2nYqSJ2Yv10NMaIQ9FnypYft5K812xzJEk+k3YXlIURc8GJzB/1k5bYiQTUvQJMny4sVoVE8By1slwBo0MmBYCK/zBwQu97XdolJUb7w9wdX/6zZFgPLxQ0+qznmhXQtflDMCrNpO299M3jIkju+7bBOT+3/9WbDw+rYF/724sGDF9/mazJx56j+ceiA68vNX/efdobc0l7LOh7Xf+QOLZp/7lG1ctu9Jv29L84eOHzNE6t84d986/4cvvz/z03vH7uRZ8fOp/h94R+tHDYw3tdxCIckABp0SoPRmF4s69qqy2JvxD0W267DyFPSjakdWkXvMDOpNKeb09ztb7eufb5oTCl7B7ZqH3fF8+fbbf1afTX9lnTy68jWX5+Ubk13j2cbt6P4qxVdq31cvs30W75NvYkF0KffRLXqtlz70nt7xlet+m21wJF9TY2CH1ZfBkuuTWrfasAeE78AIhoTLQFQm5T2ALoDvZnmMkzQ8bA5eiMti7Zty523ZxzJY9E2TblzVrXIBdArVdCiw5A3anCNMPQvVxkUPKQs53GbPerSZ/j4gEINMQC6Ae0J5aUWClLi0PdVOtDNwlsoIIqrAE5593Y4+k9dUXvMwlgCoLQEQG1SmgPoDtX5M3QD2+AVSOqD1syu2DIQHKwjN0/uSh7xAPQ2zpwXdSGXi6lc3tYRsfaGkRpaDy1T0gN0nbo1l/5bUIrTBeQIbA/9RTa1ocyqoxY+ylHgBm8rAqC0BEBtUloD6MsPCBjZOSOhXzVSYzsGcpJs4H9hUZM8AAVBPCroPqii+hx9JRYBFQyCm/BJB9DH5PT5h2S99xyJelA7gN4o7wflg/6NlLTmbUUAlJYAqE1KawCF/jzs3VgQ5ENRyE0bBtIbtM897/EuDoA+0cePYogj5PBOqkLfAEatA+gy0DAJTjIQlAY0ZSeBm1zpUclXoCSBsxUBUFoCoDYprQE0BjyHzEOb9xlAMdqBD0Rw/scbw8iHOAB6kIefrvW++xpFVeBypTKQDqC9QcPDcCl0LV0dQHdUEBe03Avd/nldqQRAaQmA2qS0BtDu4GFpyzK4wAAKV3pek4IT3W+saZIDoFsZn06v+T5akcABcVlFAxi1DqBtQcPdcWlpUBofQHc/wXGjXSrosL7OR3VVAqC0BEBtUloD6AjwsDADk1MzFEXbbRgIDBe31ZomOQB6mPHp9DI8oEA0lqrADq/HJx1AYSRSEloJRr7ipRxLT+C40a47DPnKGzJJAJSWAKhNSmsAhWt37DdVONVBSmdHNoZBoP371jTJAdCXILiU1g0VK5TjDP53VI0hAYxaB1AYomUXLo0lhYGtGWcmDYWjEvBWEs7rMCQASksA1CalNYAmkoDthdguPTCyD1J7OwbyKzkGxFxK8EM8u/B9CYZq6z6oolYcfSWVARXCuA4+GUgH0Jf4pJWr1BtceoVsfzUPoDcKl5GoBGQv6e69LpEAKC0BUJuU1gAqHVFDzIcbJHBMaqjhSdG7bMMANVVtv4gZZ05v4gHoIwy+EeqBcq0Kc7kWnQAzuZmBjFp/DnSfyspM0DUT/7AVDOzQQlIBtaHc6i8o3hH7iHcTXgBUI8sAeqpjkvLXf6/v13H87v8VAE1bAJWOoSWvEj8YGbzqK/ulhDfIIRs2DNBV0VBLkL9NQ8sOSXF5Ij1A6S+yzkyRfq8n/5mrvjwZDquPxlPfMO88rZ/UgKa5lvk29iKGJ9LB4nLDZY5TpSvQZk+dQBMEP6uIxv0JTniSEo8O1395z1s9SgKgtCwD6PhIBaDS8MjI7pGRE/5dADS1x6BR8t7RPUft9uZSfT0+Jmb+TenZmqF9J9mYyebZWmvb5/OFl85NjR68AsHjZFzfmHXPpRvzBgyYd0N6vi6mbxx/RLrk/WNa1W4yZO1zP4eriOULn7RrZK8x+7RRAl6sd4/vRGC9yTrR7rPPWh+BJU9WDuk3xUzIeAFQWhYB9L82RqoAnRg5XnqXOCRysQBoao8B6s2m6NbdFj1GF8k7u35SvGL/g+rN5J2DWkfFe7Z0qGhMAevn0R2+Gsvv8n5ndlSbwbvffh/TtvN0zumgLADQ61PbVvykVv/NOMDx0dh2HeMuSNendWo7jJn/+eGCrq37r1nco3WfNT7D4CXvGtw6ao5+ZSN5t7t8tu8VD7ddG2znJRpT8h6PHVzh+H16p7Yx+wPyvbdGAqC0LAHoyTFfRaoAvR/ZxTP3fNu2dYoAaNrREXT8MpvshHROXQ+shVbVzpWVrzJOtxagj1HI9pAOfDu8atAMtMYYFssffQgDNGmYmr6iBApUdx/lRA/9DJVX178FfwNybHywz3s/v6BgyOGTNCD71aBcq18/Q3Zxsp0xQH+j7Nx6G4t23qqlfnQ4AVBalgB0fbdu3VorAN0YuUj+94TIQwKgaUY/4iTFC93PMckDUcxzUIlcj7USoK+rqc1+/sa3tSQNd9HiT/WEAdqF1M7yk/v6SVlNm0W0s8Q51O2w77x1cxkfPKcTYOJw9a4RXod5BdvJqZ0MAUrsVH+kXmpBQc5gp/ZJAJSWJQD1qJsC0ImRp+V/79O+wwuApp6SSSK3zLepXLie4yvkOv15CwE6hfRilDAS6meYo02WwWkBvVSA7oO1K6TQ/qtInemav2ekbxfx9hb/BTYLpSLLNSLlXkPTNyZ2ngVgQ4A2IXY/yQXAD7WDj6/CdgmA0rIcoL0jb8v/Ph05WgA0rQj64Uy9DImR8YUErwdbCFBy8NRVlsMc+uEgcR8TVQHamqp+QkrKrWtTc2BcF4Fqh3Evv4MD+P1A+Q1Q7i24yE1g54lGYATQW8Cut1wCgn6EPWLWcU4CoLQsB2jHyOfyv69EDkE3bjZE+ud/+K13/ldNPbk/emoPAQvmNW+/nSLGr/+A17WtG7QEe/k33/ZVdbArztuV+lUXoaov/QcrPsppqmak9vZE4172ArNqoBzOe6t6GSX0YaoiD5ttBxJauirLJaVAyQmf34a9Skv/W5uQbYO2HKBtI5Plf9+N7IduXK+K9K9+Ny0UqOBEq8FyihiH38Hrstb1+RD28ty3fUmXVtnMdkknW5727jddky7X91SNOtrbg4xbXwfMSoDy9aC8uJfRbQB2xbzYbQR2ReUSOJHe4+tLEEpNBQ7QHngGGotu3G2N9M//66/+753fVVNP/+f+pU7tMWCBVOyur3ZQxPjtf+F1nX9YNugU2Mu/+bav5tKqJG9X7mnA/3n+XYyqvux/WTPQM1TN1trbcca9wJlmBCiHM8tqXkYJZ5ZVPQVo0Dp9D+yqyCUw6MdJju/DTrmf6FQegT+yDyGWA3RE5B3536cjp9MGYg009XQcPIGzr8NgGlleS/B6hIVroCA4yWcc5jBwMFIn3p7UNdAONCql5Py6NjPSqSmnau97CYt5B+xyDQLld0H5QC+jhHYDJOM10HvArr9cEkUKuIN+2CWxBkrLcoBOjTwn//v7yBUCoGlFKSTdUfYHYJcXPaHkOvyyhQAFwUl44n7+kt5FK+Qob08qQA/Dn4bq7oIxOoD2pmveod/6XR95O3BFcmKE/couT/+Lt2FG0naGu/BkWpwe5fU7Rj5XN+/fhP0SAKVlOUA3Ri5TQHpEADTN6Gx25QEMXSdJ13FUCVc5T3okcj3bynOgSQ3UZptwnYmfpGEdf8Y2fA4UhMrL5WHcyyqaNj/WZrBfTsW2y+SV2TdxtKQpBuWTvQ6TBDGZ5Lk0BCixi1NK8BHZktxBP+ySACgtywF6O7Ln/7j/9W/tO/ynAGja0RnkLJNfDmF8pbryPLZEAT+V65zLrPVEetlLzoeWPvo1n/0CRHmUMzPzVH6/RQzQ5Mlq2M+KaO72uIMMyPA6qLyZPmjGxryEnx8d897P9VqyWfZFBuULfYzzem1oZ+yJpNotUAtSpiP3rMZWxa/yXwKgtCwH6LvRkfP/993/TIhcqjEQAE1Vpewf1XPoRhVlR4Z//lm9cSSIxJHxPQeueiZZ7Qt/dVa/fnP4gwg9XTGg54QfpZ/jevdfYmaqBXzhExb3qV+z1egDmL6/TusTPf+2lLCkf+9JzMTqr9YP6Tl639ZhPWN3a4N46PXjhJ4DVzKWId3lA1ZwLE9COy++8NIxjx1MnpqwtH+vOBvju3BLAJSW9QB90z2y85gOkQNFNKY0BdCkbQPb9Vn2TDo+qmOX6cbZJ2WA3p/bvcMwOnLFjYGfFfu0H7veodivus5BPobX6+TKlOdL95N/Y1aXjl+rcX/uz/O0d2lKVKcxFANQeQp9/Z3JiBlPFvfqNPKHfzK6fXJ0p6ipV9Srl6v6te2/EbkbXZka1Wn0TxrzW7O7ftWp01ddZ9+UpMSN/WuXj+gy33dc/pTvYjr0mGcyfr8BQJ8u7d1u0PiYDt3naeP1J24e0LbfyhfSkdiOXWZZlNDUo6Nfd+wykzd4iwAoLesB+u6flvdu12/jf2kNBEBTU8eQX1B29CaffpCRy6IboClTUALcKiSJblJ/tFQY0l1f7zpK2hM+xj1/+1J5F+6nBL+o6wn5mTIV+ku2xFNLtbzyReV6GrquZCrM+1IU0bKMloRICc3ku+mi0bi3Ii/zwgfcNIpG+da/hFPdt6Nw+PfwkfsLK39mmu6D6RfQHl3GaabYzwboyhz4q8pIr2IcQn4COZFbblhsEqO2H7qNgqOGDedrTwCUlmUA9SkB0FTUcRBGXZaRm6QboDgJT3788t0R19NllbiD3X+igbO4quJuPH1NF5VXDxLhcqWfkep1Po707KrwVn+2M4y7zz5Rb7fysGijekAo/EBKS/XOp8+IfW84UHCaaLTXMVzNp9qN4h+4AUAXUd/V1+DOoQwuWtZsyCdgB4YuXPYCoLQEQG1SmgJo8icurQxSsv/5BwjqodJyr5d6ncitpbpOXK4e0mltkJCRqCIob+a5PkOum3J/sBtkcluZMf0DqUjXuV/2iUdPsVXkDgmh9DfGB5CVzmvI4abEjkVxI7EAepv+oQPBSd7oPbV4U7l7VW/S3h4eewFQWgKgNilNAfSongkN2ZZ//tEHPL/Kpm9LUK8ubf+EpDxz6UN3eA6u64KE5Ed7NaA8xJM8BCRcD+FO9jERtKvfYnmbh9yt7X7bB8bgFyUPPmTVjvEBkJiJoBXB4B/e7LRiAVR7sJ8EJ9nr0oknB54vvQLEbsFTQQCUlgCoTUpTAJ2hf/qysi3//KM8MFLytoOTPq5MtD30O9TFo/PoSEVd0WW5Jiz3TGsraa651BRUmqu7ewHczZAi9QCX8NT+b6o9HYwEqpKXMWwGdhV5By6xAdpK0295fGecflAFTHRmpGOgvXw8FQRAaQmA2qQ0BdCv9U+fi72N9OcfkCJLUGGYcb1NhsxRtKOorgilTIPlHk8l6MiuPWhpqAhQaZzuLjXxfq6jkyp8ej6b4aco6mUM3wC7IrwDl9gA1WZcLozvDNAPKtxEZ0baDdoL46kgAEpLANQmpSmAMmag2diWf/5RARhtQ4X5QJFmBnoA3GLOQI9W0hVdkWvC8i3u68rgmnsG2gxUmqe7exHczSgZzkDxrr+e9aoqexkDnIF6m6lqxTMDrYDvMGagH5jozEgwSkJ+ngoCoLQEQG1SmgLoj/qnrxHb8s8/wFpkqOK4A6NmNqDtn4I1ULDiiJXpVX9tUQG0BgrK5bVWeM2duALG6dMfk38L1h7qSRKM2/cZ+TMvXgMFgYs1GuBlDLd1wT/4xALodE2/ZE31O5dOrU10ZqTXICUU15qqACgtAVCblKYAmlJB9/RtZ1v++cfZdLonCgZi26apQNIQhYCdbaw+0rl0mqKxqCIob6m55trNkHWL7IFEMG6PJL1ucsOe8LQkCO45Epv/wPgAspSgHgZqQez4M5CyAXqXDm6SjrSX9LF2UPwpT7wJ/F56TQilSgCUlgCoTUpTAJV+1kQd0uYGwvrzD2msalPwllraHdfTnR+9X1y9NURqrnvGP34kSePpoqqvlJq4/EO06T4BX5vwssELkDlYjHuBd6raey63q4zOcFhqq96p9JLYUwuNAPxxjLaJfv9AtZvIP3CDc6B0cJPx4M5RTfomr+lD+PUIRx3s7dtYEgDVSgDUJqUtgEqnUCbj3Cg8UfgII7cTjyvnbPRaV5OcZ387DL2mhvbXh3u7VV++lcmT01ehUsiwcejUd2M5CeYc1J6MhpB2j3FNpbyGmqs3HlG+uqncvatR7JHP2HO/h63lXsOGoq2vXQh1JY5IUuJQeWsspA1MMpQ8EVMq48Qfiit/ZtXv79O6ioKxZI03M3ADT6T15DCYpr2j6CRoPrR4nGEcf9pnr7qHohmGj+VrTwCUlgCoTUpjAJWS9wyLGrDmpXQmrkvv+FuGZrIv/MPF/aJGH6bK78ZWLVE5hl3v2NiovguR4/a9xnmz5m/nntPdnd83arzqXvlwSb+oUYd/n92r62RqnojKyfUjz/UPJj/Y81XRPcaf+Bej2+cmdek1B09pEzcOihq6A/163JjTq8skLXfvLegb1bNnVN8F99xvzTuGNqpau/dSjjxuP4yK6rfEZL43A1/4F2v6Rw2fPtLdnjb03tudQ6MGbngt/TQ+qs98bX7mAHTK3d483jhPAqC0BEBtUuoA9NXa6KghOwLwkrY2GpNXXZ/ZvUucBmCv1vWPGrw9KXlGpTy5Sgw4rpRe6lS2RA0vqZFBNCZverN1UNSA9TC23oUp3bpNZbren21bpkStJdLrhbVLfliyUcye5OS9MVHRK1S3z9fr3ePcahB9OWnb4Kj+6zz9XJzardsUpf3nK/tFxZCAT+72eg1Y8YzdgkG72z3tvvJtaKcwQF+sjo4a+q1F02C7JQAadEoVgG5F2yQluGO56+QYQBMHoJNEreE8azs6MFVAfZFuKG/HK45QWfcbtcUH0B/QKaUCO9WCF13lhYnQrs+1pkl1lS7xHlVxFIwl50r5/i4UgrroIVY/h9GJ1vzbX3RD7Ud52l+LlhrKKP5SZ1FIkJwrfI9b1VG0pJBPu43nrFSAbkBLDR+fSNXR8EoANOiUGgBdrx6oyeg3QZ0CaAo+8ViJZCnapDtJ6onAjg+Xhx4xaIwLoAfVA1fpFP+qN3XVhutqp5L60AFYnmDIW9X9pfC/6fv5QQ36EYpbqf1GWqJuDmWTT1udwzGX5nN8WbKOqL8qoRt5q9ghBaAr1M+T5WRqjoZXAqBBp1QA6MNc+DEv7e9bvFMAXUuQhEMYPWY40/eUtpALI99FHoAmlsDN5EERjUHOpjm0LbijU6ab0jNyHKqYzp/rTSlGpVl3yHHLip6gJ8SDKiPnkYOkj3CV3CYXWy0VAuh94rT1qe8w1KkvAdCgUyoAFCYvNnzd9SGnAFqLDDW/+gQuYaAn4wtw5J0RL0QWD0Chz+IyuaQsKShD2xr7xLs8R5pWgKud2n4YQT/cL7rTwMVx9ws8uJzA94XBg/Tcnq42CAF0NhiN0XtBWpIAaNApFQDaGfxfPd63OVMOATQFODApwUUkqSuLPYdhgLeh7NZ4AArO1Lt6eAqewl4eU7ba/KCUmkq9wFWsth99IlC5Evh7liQtAJeN+b4x6MoZxVfFFiGAtgGjmZqKo+GVAGjQKRUACp9Sb76H3uQQQJ9Buqip3Fq4GNoGadaR3RoPQPuCZlp6Cq7BXi5TttRhdq2qgbTDniUGjaKZlaCj/0g6Cl8Vvm8MnvHnj5dqvRBA64PRDE/F0fBKADToJGag3pS6M9DunoInsBcTM9AmFs9ADYISaCVmoIFIADTolAoAhY9lWl8D/ZwMNZ+6BrqYQZ6MLz4FV+zER1wA3QWaQWugZUhBadrWxxooDErCtwb6EQyUfFySzoBLzjXQfaBK6q+BzgKjEWugAqA2KDV24XPi/6k/Tuu78GvIA+h1F74HjDhqFG+Naxe+OG4mD8oXPIc0rDmkD7dItMp0AwYlYezC61NvuFwzQaqOCp5d+Gr4MiNnOkywu58r9Xfh75HYCp+IXXgBUBuUGudA1wXROVCcJqQiOQe6UXcOtEQC2LAP7Bzo3/A50C2o4E0dteE69pwDLafWqf2GzK6zonOg2dVr7nOgh3G7aeEcKA56klmcAxUAtUOp4om0GYXkLO7/W5VznkhKWuFW0BNJ8aTKr54Zry873yvJkrMYhlvj80Q6iN7M8+9QC55HofgmUTpPpEQF2lkyqZwrhtyLciyX7+/IL18VYfBTkg4hj6d82553kX8QQjp7HDZXodeD0soqxOmysD0uHUbt5t3CX8UGqZ5I69Ch41LHfdinDQmABp1Sxxf+5ap+7QZuDQ5f+KvTunQeq4mC/HJ1dLuBW94kTymfM0exvuo8+mL70kWrTjd+VeT1hd88oF30GuhL/mtcVFTcryzbU5GlitVYJL2a+3mRAsXrDf42OXnX4PZ9lj1Vbr9aG91uwGYDX3jSz2+e9n9Bpc+W92k/eCf2HU/eNaRL9NKn7BYM2t0ysF2/1S99G9op7Av/fEXfdoN2CF94AVB7lNaiMWE9Xz2w56gDjBzAsnwB9N7C6F5x+tjvXEraOaxnzBZ2LqaAxAnQALSgdunPulM+Q79M7d0v3nv20Le7hvcculn/ed9ualK2TKUWPWfrQ/AdHdez//LHumJaP8f1jF503/egsZ6u6N9zrNkoV556Kwf0HKPx9xfRmGgJgNqktArQVejVqyJz3uULoMkT0EJcMzOPr6ojxeW6hfb5Ude77AboIeS4GNIOlzxuJ7/9h8cYTEI9+hFt+3y4W1tOUkx9QQeRu47OJniPP3ofHYnKOIF782YxWnCNuOzblNJS5LBf7RIsFAClJQBqk9IoQOerz25uZhQ3HwDFp9FLm98IPqRugqTfZbquD9kM0B/x3lZDpeQlPhjfzmgqTyLIp6PDJx2Fp0w9wVKwbhRUi70cbXqII8j34xw+zrOU/5pvY6CZar18MMK1ACgtAVCblDYBeoPkhficaeAVoCAFJ+/TiwWOERXQbdoEKJsBWoB8bGUDCpyWN9oSBzmMlGNTSjlM3+xydQO3SErOdMa5lfqRuge4Rn+J+CxwntlHukLqNQTFAqC0BEBtUtoEKMxP9AvLwCtAgQ9jZrNxfb8FPa8yWdeX7AXoKTDy8nJJMkBqHYNa8OD7UoNyt8JJSOV74BBXtL5BpFfAMYsvK+dw0Nt1rhpIsaAemIIKgNISALVJaROgX4Cn4huWgVeAfghq/2iyZ/g88qUv45e9AI0BI88sl1yGBDR4hx8LbLoalHtETkJtA6UV9A0iwQTVfHnha4Iaa7hqIIF4WfAXTwCUlgCoTUqbAIVBLZipJr0CNAOorfNh9CHoQB5psq4v2QvQjmDk6eWSY5CABieRYFCRLw3KPdqE78BofoWNBgMn8uFcwwceq9q4p15VDtSbRYoFQGkJgNqktAnQhuCpYHpUewXoB6C2WV+nEaBuL5N1fclegA4BI0cz0EuQYgYz0NHApotBuUckufsWUFreaDBHgZFR4KOVhQAAIABJREFUfGla1UENM2sncOYKEo8IgNISALVJaROg8PE9yzLwCtCWpHLGF17sWIIvqCbcb7hkL0DhfPMTueQtcYY32IujAzgvMij38JdsMN0GUfT6GA3mBcgO35Jr+JD/V7hqIMGVC3CQSQCUlgCoTUqbAL1KtlarMQ28AnQPeaR6mO35NQlxRO1KWyGbd+EBLpU9d7Cgu9qgEjh1kAt6qyYWogDaCdxqhktDfzYcTA9Sdy/X6H8hx6bqcVVQ9BupBzfKBEBpCYDapLQJUHK4Lzv7pIz3c6Bd1NolEryZMbUvTKXDZtN1fchmgB7E2+M1lZLnONpIc8NzoDh4Seh6ulyNROJREZje/Ro+Ya+LMkr0AIO5q7ERpQlqhdwXOWsgxeEfAHhkWACUlgCoTUqjAJUWoPRmpQ3mON4BmjQMUbCOdx9GtvahTfy8W/2o6112eyLtVGKKNMHOPw+QO1Bon9fGtQ6guWbuTdpynJHTVYM+V3SholyaYbIhld26gbKUhg3njngwEw3/U+PDpWzNRvU+oeoJgNISALVJaRWg0sMF3doM2m4UBMKXL/z1aZ3bj/DDrdqjxLX9WvdaYUMwDNt94ZPjKhUqGUkdnD0+skOnOO9TusT10a17LdcvFid+U6to4Y/qtBunC5qVsndI26j4ez5Gc2hE+87TzRzpfDC3a5vBu8zH7UyYp68nAEpLANQmpVmAehdvNKaEZQP7TTU7pbFKz1YP6RN3glwbA/T4xD5D16Cz6q83Dus97hDbzIQuzowesPCOF4PXm4b3HncQziHPTek3aJl+zePv7/7d/c9LzPZOxvUZstpUqCanRAH0xrz+0XPMOYimjgRAg07vNUBTJiOHmFbml0It0GL0DlwXx3I3Auh19Lab0+MJtBktMFY2CKLCqaed5PXQ8FjD9+ctKFRoxfNqwQOUKy/zFO17uQegz6KU9qigJDfqyVVypGbqDiMBgCYOkhd00vVK5Qh7HBIADTq91wDFKSLL+Qq9ZoOmqJ0XuqWUGACUBOeYTiKo5wqEoK9wKg6D/KDSKrWfnMoL/yN8kH2QxtQN0NcR6s0O4MatwmrppADGapMIQJObq8Os5yUmVdqQAGjQ6X0G6CG8C+Lqb/uItPotDHfeSikyACg5thp2OAv+u3oAfYNQAuyjBPezYYMINOMEnkeapWM3QEF6Y7DVRFJepmfGK0hVEYCC3HqzvFZJAxIADTq9zwBtRx6dLF62oe3RYNJ5qLJ2yAbobRCcAzp2n/G762TgisU+UzkD9HPKUwCDf7Snbf/+7t9AcAFy1vI+OOc0wO+x2iUC0CpkmCVTdUgcEgANOr3PAIVnwc0GFQlYVUHnyjSQDVCQztOVE/w9z++ur4BWMjCPGrUCFvGeAuh6WYi2/fu72+AmcQmFPlsV/R6rXcIATQSOUy5fBwdSWwKgQaf3GaDAndB0UJGAVRx0vhAVsQG6AOIO/D3W7659BxEB6e5RuuYdcBC07d/fnYHt4dVkrqAiqSYM0Dtw8Oe9V0p1CYAGnd5ngAYSVCRgVQKdK56VbICuB4Y5wN/xfnd9EbTCDiLSHFjIC4OHQYEm/Nzf390AN8PwccvNoPQzv8dqlzBAX0OAejvXlRYkABp0ep8BCoKKZDAbVCRggZDsIcpBJjZAr4MHHL73+5+I921u0koNpkUc6Ef+aXkG5r6taNu/v/sX4GUfgctvgndjqyOnBi6yBvopGWZhb65TaUECoEGn9xmgu8ijw+uQbZ1Okb0hNdWEwS58A2wYuotw7LMAHnYQoWgF0+B3srrxCZpSRpEqmuxyf3/37yBaPIhQ1ZiM+6T/Y7VJBKDxZPBecjilDQmABp3eZ4BKndQnp6g/6TkDFKZObjXNpAFAL+IJY6w0S/0z808BdP20rNpMEwPHSEyVTIqn1F0chSpKY+oG6DMctbgRaO9KHrU0JoCx2iQC0CR8tKGS2fwujksANOj0XgP0zSB01Ka6GY9sq5QyAcU5Koc9SY08kc4i3oXHuSed89B5omKBrdneRRGpQ7oZOt8sRP0UxX7u19Bh+XSDtafNPZ5I95T2ulLtnUfBnsLHp8E3Y+CJ9LQD4meLVPFHMyUB0KDTew1Q9ywprkPLIfvtHYuhbs34qmX0DjJnM/SFT94e3fKrGbflvxPiO7fsvTFgn5kjI1q1HevtfHvCXHc/GxJJQcp3g1t2iLuiM0S+8HJ72k3s5J39W341/ZauShoQ5Qt/ZnSbVrH+ryk7JwHQoNN7ANDk/WOjR+81itvkVacmRcduMuEi7bbv1K7319tl7vwyfcCw1WaCLlMAfRZb49P6i+Ht832qVmg5b9bAocseJO0ZFT3uQMqthYMHL1T59GBZ/yYNoiYbxzDm0OnJ0bEbnv+t10cFSrY7ISUMjvi00Rop5W/jokctm9Gsar3hR6Vr8QOHLKUWPBBAtbo2s3nVOi2aVa/eZYOF+3NnpvQfsZ6dTTpxR++a1TqsfMTZkojGREsA1CYFP0BPIC/ukodNN/I7CoaRxyhau1Y36quraQV3Sgmt5F3obPH8768QoF+jPaasOFx7Qj2y2RGODtTnloOthw3y4PrtWHXfp+EN7g41uoVexFUPotxoGz17SdKxK688rIxjQBASFkCfdwfuUzmW+TsgjW43ktvLtYRxb5dyJi3TNL7vWwCUlgCoTQp6gB7NpFLne28VGCJBPPiOXN4Enk2hi3HwDS9h2TUCAO2j1g5RCPqomMtQTd9Su+SF/Xxnvl3EuAutwE4SA6Cva9LW0/wbkEZ38VcwRXdvIwG2NtgJWwKgtARAbVKwA/RNKfxkFTK5yUqOiYZf4bGH/o8ukrQphHtxjQD0PDlDmR2V9PWGs2+k7fDSz3TLbX1Ak9IWXI0B0Eka47Df/BsRra9we7rgJAnQx5UrWKoAKC0BUJsU7AAFZz1d671W0eoWOAg+gsMeZqOkpD33YygC0KZaVL3KYNC4rE+oPM84OIk53Q81ap4lEoRED9CUQlrrgf4MSKMEkh1OFzwrHnbWhqc1AVBaAqA2KdgBChJPuvqZamIDqMn216G10Yg1xXl7JAAtAKq39RQc8Y6zp5mpS236Ii5t9d6FRiQIiR6g13XWlfwZkEY7QXsVNPfawM4+YFbXSACUlgCoTQp2gIL0uXxTE6x5oGYpDvv5RqzJytsjAWhWUL22p2CbUeNI5+nL+aY+qKLF3rvQCgch0QP0hM7YimAiIG6nq6DmXl3YWRhPawKgtARAbVKwAxR4LZr0yF4DarKTz9Naa4SaIrw9EoAC53Lken7QO80SwqnLdaY+qKJNBm2zRYKG6AF6WWdtRTAROEP+RHOPWn7Oy9OaACgtAVCbFOwAhVgwd5wGYoAnYD2MskmpNW+PBKB1QHX50M6T9Eate1RSqkFd+5Uf7brRGi5TJGiIHqBv82ite/ozII3gmnR3zb3JsLOmPK0JgNISALVJwQ7QlyRmXW6TiY9I+PfQ0zz2teFTDMKx7/VdFYkAFCQbyYimel63yCdT77euuuY+p6oG3rrQaimuxtiFj9EY8x9E8KZGpD1t+OsbMLTrNp7GBEBpCYDapGAHqLRDRVmI2RfbX3D0Tb6jnL/AaJ1jMLi5N+HhOVCyDa9Mm2+BEHRaVX0tJX9BLnP6eWjoQi4eciI1JA6oDIA+KUNb8x3N9KXL+CvQZwgB2/BtuRoTAKUlAGqTgh6g0lb03OUwvzB4Cp0hDZ/A6Ux06iP1Ic40V7pYQf4r3SB+t3XoiaQcQk0/Vy24BByCQlBCOmXhs8VD9+0XUeob7sdc02WWzpSmsKc0nz4bKEOnqUI6A/dMlifSHeA25Uo/yiDkk1mdQ0FVwr5mtDdfmYOG9EvU32RIAJSWAKhNCn6ASs8Xd27UaYEZp3RVSZt6Nm475aYZ+y+qVqrTfvYD90Xyt/2athp/2WclIsoX/nzzInlK9X1G7iZvqVMw/6ed+zRrOfLs43kdG0UtffHjsObNhx1T7p8d+UXpUlV7bjZM9e5bbzf3atJm0m9Lq2fPmK3CYulY40J5Sw999WJpVKOvBkaVLViixerEvw38ssVIKp8d2xf+YO9yBYuUKVWocMRE60Jdvd3Su0nrOHZ7D2bXLlKo0sgLnE0JgNISALVJ7wFAuXSkQ5Uafa6qV2/3jY+ZRCLG3Vk6PHb5PenRsJpVWupW2BJWxg77xrz/+YkpMWN307PTf/5+8vBZ56SUw3ExE/ars6yTU2k7+frltLpVGi4wntgl758QE7c+PmbkhmeGNpL0euuoPrXKV2n9HS45Nytm1JZX7vo72kbUHHRu66iYmecMKr/ZPTZmqidY6N/fnXCPd+2imNiVOB5c8vcTYkaNjB22kAm7RQ2r1J2MJ4o/1ytYoLKSVu+80r85HY2LGb/PR7CYm4uHxa4A8er4Afp4zdcxC1Ij3iFDAqBBp78GQO+il++QRmj6dgi9LldE8EgcIr/MhpdHrjr5zsKabyfIvvbp+5iI2eTWZbRtXmQPKFuTTy77HL2ofizz+zLyKi+sRoFXrtHreqaNBq0fwWsJrhzzDNcf1uVTjQpfkQvuoJXXvKuP4jtuNWa61u9FjvM1LknnSJ6RzBMQxo5+rJak66GLnbQVBScIQwEGEpWhZncP4W4z+c88K719czqdR9mlShz0YvOqn7zokWksnp7zAjRlmnwmN11Xb79EjkkANOj0lwDoI3xwvZzncm+YcpXNs5z4tpmLVnoY9rKrWlqbb+0N6aJ60CeUMDBe040n+MklbLdBtrlEHxAKWcVsfT91KnSkwRjmApsMnhk0CdZBO3UWua2vvAmHbNoGl0hRapQDsP/qr+ma6/FppDjPJd64Snf7fgn171kmvsoz2ZVKYbsNbRLxkmxntYgXoP3VmtXM/ULaIwHQoNNfAqDg2KX7qX5OHCk/dc+oFrm0AifjQRCPySY6JCekcqivlZfDtd0UeglORuXwLKvSJ6XcysCi9suClI3BGaKrVH+ek+ntdR9UkT44CQjeQTuRes4QvSpMlYyjaiaRA0ehdyWpC7Er2hH/Gca7kilJyeVxrfyGk8QZpBdlrYAXoN+TmkY/RE5KADTo9FcAaBKYceWTpBXg6Xe/F5Zz6UTOCTUghYX4A3+eA22psy3t2Um31kK7mZp6SKxAcVqXqM4MG0kaQRslSA/SuQykD04yx8jUVZ8OIuBWPmqpFs6zu0sSpDjwFeA/9wTzLRs6SoBQgLWVIk6AgsStuQPYnbNKAqBBp78CQGHEphBJ6g4ux0uPGZQg50LhAW5+/x/oZt9SKaum76Y3dK9vIbHc7T9ntN5HY8N2Ja1OG831FkxEt9YaaWganiJFa4qoY6n1wY1SkmTQSkXurxImYDY6cXsT2KguqJwAhadvjbbTHJQAaNDprwBQikvPpObgKlq6xHi+O6k1n8HSY976oDQW1KqulBXXd9NqHLjw+E6O05mUYbSupVtm5hhK0UZDvQUTmautXMvY9onOaYqKz/kZuJFPemLQSCHur3IQqNXYwOZn2LSyZMIH0GTo3ppaqbOABECDTn8FgG6BDxgV3N01SnrAeL6HqDWTw0DpRe4OZ4Naqud2RX033eCbchOJ9eYcwWi9u8bmQ+YYqtBG043D8blca7SVmxuapn8r9dIUUTM3iN5ihjNQbbAQY8HflK8MbK4Bm1DlRBjnDDQ7qHqKe1C2SQA06PRXAOhzMM/ITi/T7ZAkRqILnOsXvnibWCOD0T3VPZbe+m4WHgUXY902R3UmwxitL9TYtGSOoR9tdJURxRPrkrbyBEPTqrq4eNmoja7R4E6kJMEYKV6ChRgLLr/MNrBJBsGt1MUBToCCFYfMaSBrvABo0OmvAFC4T9RDku6TaJyFX0vSeB0kcpGa35DSwfz9JRNf8XD18P5xXTCk7AnJZWk7cI2UjpWEMiE7bbSTOYaTVH+ed+a6LgPpF1qvk80fTZioRZL0MCdVQoexfka2qkLOU+cfcjUgd/iz3ieS37csd42MhpFe5ilFnAAFG3JWRJQKVAKgQae/BEAvYQrk8UwjMRXTe865vyQHZZTHexep+RZT5yMzsZ6O4AwdU3HZAG03y6HdFE09pDHM1pdTbGxvMIbBwCbUs377aw4XU9m16d7dmqbezDCNImhdz0n6lbD/4gl0TfJ75DkdkIjXQEJOXMDgjTbxVe7F/S8ytHmKnfxrqa8JnABNwVFdij4wMSi7JAAadPpLAFQ6okw6i6GM54vR4cY8O+SrB0qkI+X5Dl8Laz5rpzyZ5lJhfo+CNWWYSYqSYxEKPkAn07Mu9xQe+BDZzVCMlGuFOcMNWl+eBduE9jU64J/8NUZPRvSTcAo5YKWPXQyXdkucZNWehVD+wX5pB3hBboeOYq4gc/iI37U1R4YQfrrnsspQ022WpJ+RV1K64T7cMmntRM4Fmb/xYnNbmem2xnH0eQ/Sv1SCtFRLE86cAqBBp78GQKXkCZ/kyVcNozFhVtv6HRdhL8RDA5s0GXxEOli3QO5SA19oqp4c1rRx9D6zA3y1LKpB5BT6gOW9Ge0adVv/5umCr+q3nfNQsVtO26HrIy0L5SrW3jh3XMKctvU79O76xZejtPkroa5NaFk+f/Y8pYer07I367s1bDn+qrt+bJk8H9ScM75lw67rDKJJ3Zka2SBq2StJ+vu/L+lYv23v7o2bDsOofTinXf1GDRs16reHcTj2bsdiuQq1wFtukz4ID8vdWWZm0oZuDVuMu+JlyCw9X9SpfpuZPiaI+6MbN40BLgX8vvCnY5s16ruL/5CvnRIADTr9RQBqiY7NGD71sPykJR+aMnzmCbP1qWhMSfviRsSf9WLt0YV5sRN2mfEh5VPCqtGjVyb4tpPFjsZkpDvLR46Jixs+5RA+Xv9045iRS/1MZc+vu8tHjVkHVoydiMb0Zs/E2Hhvv2CmJQAadBIA5dW5yvK7Xjk3N39Em0QRv5prAQJ0X1G5ifre3hzvtZBfLz/wKwmnsZJGye4BGWP5IpmaAejrAXj3qQzaKEqZJW95hfW11dU8cZDcb5Y4jG0HALoDZXduYuGPgwBo0EkAlFOn1KAaGX74XqVEDnPOKwCgm9XN6gLG/k33cPCNhQGMW6cUnCO4FVcgZBMAfdMArK2GywfT8dZZrde+avuvNzhefze1yH6A4q20wtYRVAA06CQAyqe35ChUYbLRU95ULHYCUBCso76h+VfYJoNfWeQMtJIwjisLnwmAgqAebn34QpL2k8uJ/g/Zl4DjghrO1XaA3iZRVlpY1qgAaNBJAJRP37mY8hakUicC0FmgCaNFNBj8Y0SAo4eqTJrlykZsAqBF6S9nJeXSlN+ixB8MFSe9qAn3bAco8DUI0Z1E8FcCoEEnAVA+jWIDdLyZNghAQRAg1wID6y3AhuXR6adewkOcPHlQ+AH6u+bLcb9PwzP3JleM+XULdGIymIj/agA6ZYdt9UMCoEEnAVA+aR3AFfXzXZOIABSGShprYA3jlBYPcPRAlEenzoeTIX6A/qT5cppKb+Clqdm6GZ2GvZgKJhKAPgV9TreqUQHQoJMAKJ+GuZj62kwbBKCNQRNGHt7rgQ1/+DefogIk8Xjf8AP0subL6SRJMBzzGd8t+KcAgon4r89Bp0usalQANOgkAMong1hGuhR03kQACkNuHDGwhjjqFeDooUqQZtmRRDXiB2iSJrf9HAozWW3bhn8LEqGUV8psByj0lLXsp0EANOgkAMqnFyQPWzYyrfrQVAQfAtBLxJeytOHeCoFPCH8oUt8CIYrH+bY2tYkEg3ei4B/L7fkR0Ggo6SVeKbIdoGdJmoNKljUqABp0EgDl1Gb8wCzD8eTSsQMhGQmcA8V7uOGHDc3P4XRuZoJv+NSrCmqzn3IdbjcB0EclIUAXuEuSG6hXRWwM1vEYZymtoToH2H8OdLjaZ+afLGtTADToJADKq/UoilzmJZK0AGX6yLnZdy0o6Ik0Cc1B83/nxf4YOhaUbpip4Bs+9aAhevAb3OMyN+OJdCMC4zPjfLnkuRKMpYqVR1l1uomySLta4JBZ9gM0ZRQK1lLoB+vaFAANOgmAcutRfOt6rabLE6l7U1vVazOX5xAQFOULf2Ni83odFnufAyau7Fyv6WierXJzOhDdsGH095zGpnzhU3b3aVC/Tt16LadiOp8Y0qh+rx32HQJF/e7p0+CLgSDMqBO+8NfGNavXcbmVS7sCoEGn9w+gTzdPGLdKxlzi3smjFykzn3srxg7tNyJul7f/3WX7q14MAhQFUKTXO+PGLL3p/uP+irETt+C8vSk/zhw552fl4ubSMXHfvpaebZkwbuV96de5I6cftBZHp+eMnHk0RTrRpVaD0foIzhRAX38bN2aJJ8n8g5XjJmxm5BmWy1FQuVvLxsTt0C0S/zZv5LQDeEqduMvdnu4c+uMN48ev5Qx2coFqT9WytnXa+TydeTZ+5Iyj3sMwJe6eNHqxc5HuBECDTu8bQFNmyG/aGWISpc1y/vTQ9gkwyEV+48dqC7JvxxumyLT0AF0ux9pM3/0BCoaRcw56nH9CqdlqeNKnP+smvynm6yCHQw5Db/Wl/mbdqC7WlJssg0K/h3bV3ocAXSVvpaXr8mCoPN4cMzX4SYyRy7PPSJGe95THnWcpZXCridxLCSWB2+r8cntR1Fz+7UQ5hmimURw5VG6jgMjF6ZWQjZnk0ixez0hcqS0blfO2QbeugDy+zmaCaQciAdCg0/sGUJzztzHOxVk6IRFms5hqUHMRsbdp0DqATlS7xEk6BniKf1CTKec4Jz0HnpdA6Uydn/Kmczk1TdfTGACATlFt8PYW7UjwppFa3vclziYFt/pvFFLHLy8fT1Ntyj8lNimd1VLfwU5uFlZMQ2HEqiVqAyG6bHlEv6lnrsKNs3Fij9tPzK7W+CkB0KDTewZQkIOMpKLoMoliDzuE0jWSBsgo/3ig0gL051CXTvvc02WSBqh88lC9iaxcD60ZU7I+W6hmjk4Aei6dfhy7oSkI6oFDPrlCQdxUnEDDleOBuz3yn6g/sdlAGvF5QL0ZNs1+Hxc+J2fEMhgeM0sh210fPDew+ZWMr6+vkVgjAdCg03sG0IYs2ITlpy7Z2cOGE4P0FsFJKy1AuzLG2oR2QdqXlWEjy8iByaR+0LdcgrYgAGW5szaEpsXAd0j+7ITvXwEVp4G3Bff7OtlNA26uvrIfQxekKbg0FpROMKp6DBgtN7CJJiYZjCBrrQRAg07vF0BTNEnZmPqIWbUqsNhuz6C1AC3OGFwWiisubQ54opbWjImRwDg9bUEA+jFjGBnBKugN9kgLY4OloLSpJJUBl3hRNxFOy338koFj+q7GuLQCKK1mVHUKMDJ64wDJXF3ejptZJwHQoNP7BVDK0dtIOZhVYSg2b/nLApAWoFlYo3shtQJXX7BMZFkUoCma0TRtQQCqXS2VBVYHtcFEFIVjA7iUUlmSoOfnetXmNqzqI4ATpCAJFwD/S5YwqjoEGDUysMkHbFZ7H4lFEgANOr1fAH3LWKXTie0B/hmw2GjPoLUA/ZAxuPAU6s2+g+GnMHrqTWqkvuVQ2oIAtIje1pUOnCC6xB5pXmwwD5TWp974XXtVm+ew6m3vg18ATOviUjhxLG9UdTwwamdgUwrYfOt9JBZJADTo9H4BlHp9I8pMXbVi1oTYsuksqBagzVx6VZWkueByeXqGjayR1oxpi77lvLQFAWgrvS0VJyopFykHUUcJ6uHC43BJiiRXocQr6iNS+qGPXJknQHsxuDQKlPY2qvotMJpmYNMOjM8Hyi2SAGjQ6T0DaDyLNbV7UJdsB/bDxKCWTYPWAnQLY6wLJekeebXP/4IFLY/CLlgzppcFdE0PpS0IQHcyxjEXmvYn5eCXjMznU8riwnS/UEcmmpFGwHt+rI/Bp5DJJjhbcYXAO+SGUdXEQtgo400Dm71kJBbN931JADTo9J4B9A0+nVK8o/pXtvP3CpNHwdXGoElM2WzmUsXxS3cOtIXaJd44qeV5I8ZvpqGbpWsgVBuUURhm09qiPUtVQGMAzoG21o23OnXY/WFxXH4FLyB+CaaRh/FZMTmQalv1KvcVYvO6vFpahuHpROso3jSErCUvE16isHyLV3tmGdrgrFQ5LxraWCoB0KDTewZQ6ZFy1LDq9aRoNBMpckySLuOHMqSbUZr1pP6K/Y92DVoH0FfK22bpPcppzJZoS2Yu4kK2de6/zyp738pvAHqlTz/ex8utCSlBUsKUxYISWmdOANDXCpo+2l1FgaPG+LpS3uyRdF7ZY+9EufvvQ1xNP1oef2J39JWXOg1t7jdANT/neG3+Dp1QSz+K+j6Uo/ghPbxV3Sy7drnCZxqbJPZE4ytxyvdILJEAaNDpfQOoJB2MrvN5t+0eJ5bzI76o3n65DMzkzV1qlv34k4ZDTxvWo+xtEcMX/qfBDWp2WvdGSt7a9fO6/XFouztxzaq3mIkO8bxZ26lGgyGnpMPRdT/vuvXJ/FbVG4+11Dv74cwW1ZvG3XnVv1i2XBX1nq6UL/zPQxvW6LjGPd7t3T6vG31IZ+wpr4PKk9Z3rtlg8EmNwfMFkdUbjcaLzKc97a3WJqj/rm/tWr12c/1GvFjY2t3eFU3p+UYfZP+gqY9p4+PZLas3neg9J/GZmIY1vlpp3/8SGgmABp3eP4D6oSeb4yZvferbLkAxACpJlxbFzSYRLRL3To9bdZfcRddPtkyatMU+b8Lz8+PitaAjMozGdG9V3Mgh42ccMHJZ99wfPG7GtlFNGvQnLFtdrUS5oZhIifumjxs8Mm5dwN6zDzfGTdn+glw7EY3JegmABp0EQKW3E2R3n2yTbQ65xgLo7WbyS2JZZe65Rt7SCeujkgBdh8q+iVnjrA0LquoKChRQ6WeD+wYAfdlXXc8ssoN5vx/xjXWrMlrPPIAWJ0KUxckN6kmuDEMCigr35ms5fEjO2fhxnofSAAAgAElEQVSXSACUlgCoTRIATWmvPuRR1i0sMqUH6O8Fla7Ddnkup6ojqYYWDvG1spxox/h+VY+zZzRIzsQG6EvgcRmyVH//VXV67K5cHmfI3fgy0mMEfOddDQJ4T36L08/jXSMBUFoCoDZJAHQleYg3WNYoU3qAEkej3I8l6SxxAxjuuXtW6xbgJbiQv0qpglsvwp4EsgH6NRxXBv2arP6AvsfXEnjanqCCdbg12f8PMZ+0skspEgClJQBqkwRAwYlFi9wjjaQD6AXAj3hJAo7v2TzzMZ0jfGXrx3QENL+OacEE6BvarXO4j/sepUuW1oLLspLUl7r/gf8rKMBlqIFSJABKSwDUJv3lAfoU+MyEmkqyaVo6gC4E/GhFJRx2ebJTwGtZIdbHBJoImmeHqWIC9CQ9sCra+yy3+D1STXAVTgcTces3fz/DHdisgmEBUFoCoDbpLw9QmH7dZW/yBh1Ax4Guq0sSDF23RaKvka5YPiYYTKQ504IJ0G/pcenCC+xy6TWbci4PpYOJuEBAJrM6DVtR9vMFQGkJgNqkvzxA78Onz97UDTqAzgJdN6aDi3hSvumDjVgfKx+uZXZiWjABqgkjqgvcedil13oJBm8Oo8MmuWV0DMCnroJGQpS9KAFQWgKgNukvD9CUguTpK2ZVo2zpAHoQPPkjqeAi6T2o1AUbKWL9Nvxm0Dw7RjMToI/CqIHpImo+pu/LeiQNA1cFtMFJMvm9fpIEprIqygVAaQmA2qS/PEDhHGy8ZY0ypQPoW7LKmf43CmYtPLch3GSNtn5ML0m0/kxs10n2LnwkNbCDuvuttWN3lZKkRLDePFsbnKSL/x9iAGlFdcwUAKUlAGqTBECf4UDr5bxnaQ9Y+mNM+/FEbZT7KgVPOXPLvo4pmiloWTvySmzCgUHmsA3YAL0Og5ww2HddGwQl3VkJku4DjxGcgn54x//P8BBHFq2sniYVAKUlAGqTBEClm0oEp1p3fdsGJIYn0g4UQjMdCq7xUgn/U1Lx2H/5FSCMq6Y9MSlXob0qw6AaBp5IZ/GOUEgfrS+7fP8jOHZXxj1yaSflsqDsVfWKhO4sF1B4vmuVUCsN8SKxACgtAVCbJAAqSck7ulSv0W2XzX5IbF/4J7ObV2kQe1m9PNa/VkS7FcQpB11v61qjRtdv7RrfgylNK30xzjByppEvfOLKdlVLlShbZ8gZdr3EVe2rlixRpk7tEtmzFh2gLnD+9lmG0LAPsevSyQG1y5T4qNpX6zlywHtT8ubO1Wv23EcKBEBpCYDaJAFQH7q6fPJ840gbXLqwePKoUZOXXGQGE2Hr7MLJS9xzsltrJscfSZae75gxY4e39/fbyM6rXu+dNX3zIynlxLzJy6+xDB5smDr7e51D5fWVcxcunjP5m8XTZ+3xUDDl5LyhXYeNGjl58Y8bpo4b0b1Vn7X3X7jHt/1ZAlX/+orJ846noH6nbUZh717snDFj8SKl3F75DdDfV06ee8z+8bElABp0EgD1qjst5H2Pz47738S1+uprauNnnAA9hxYV6kTKvo4le8iRK3NMNSLkkyhkt9fgvqzFeT02maM+kd+6W+qWK14NkIN/FFxPld6PhPGW8yyUjn/q0ilU9tAMlx1PC66D9codlZbKEUAzxSZKKTOxe1I5A7976+QnQBPayuMu+4PV4+GTAGjQSQDUm26oiR/C/U5r+ys4Y5PvARdAjzHTdbpcXdgTo0dqYotQfTBPrFhNW4U1eSxeYS+h6aD0tuaopqt1uMuXPBmG7qj1wnBeoUZvegKj9Oy8KtbJP4DeU49FpN9m+Yh4JAAadBIA9SYS7COfn+FCUypDuNT4F44qiToXTlXrmfbEZT6TUXYf6ZCuLU2Wn1H4hrxdrqi5rppvpTsDcpUARVFXuXykfA9U/gGUHL7Kab3PAocEQINOAqBe9Ct44hf414SGXMc4qmwyZFNVljk80/61UZst9Y1Rrucw+Ec3XHpVX4tDXaVrrGLN3NVLJg0r5BdAb4BzqlOtH5NvvQ8A/ae/+6v/fOd31dSTG6D/ndpj8EN//uFELzDveFv/mhhHYyOOo0o/QzSFvGCY7wAG1Y3azKFvbAG8D4ODFMOlSw1H4k1F/76Mw6oZ91fol9wANV9pFRhfY+vH5Fv/EQB+vMs5gP7DvqaFgkxTwANVz78mBtPYGMJRpYMxdR4zzNeB+yUNmvwfRltToAH0bc+ES2czqvlWxndzOKwi+L9DxwR/MCun9mBslY0A/Q+/9T8B1E01/X/v3v2Z2mPwQ//7/zvRCwTIl/418TWNjdEcVXRhQImeMcyhw2cFgyb/PYO+rdnQ4EdwIz8uXaivxaF8/7GIw6oB/3foj/7x7h/mK8GZcx3rx+Rb9iHEOYCKNdBgkDNroPvBAzXKvybW0djYzFHFeP5WiLUND6MyG/qTV9E39j28/xAEh/8Cl7JiKvlWQypKM1YIfTmU9xv0T36tgR4H4xto/Zh8631YAxUADQY5A9A3RfDzlN5PV8NnVNDLfDyJf+5kMkLTSKZ9NWKgD+qhaJ6uraK07w/YNyeB6d+WNBqJN62VkksxistTV6FntUO0Vn4BNIWEeA71O7heIBIADToJgHrTbpyViM0uDq0GM6+QXVznQGe52Pr4GdP8JwxcXVQ5rDcRmrbSa07dX8ml3vkCTHP3a6PSFTAYGpCn/ve4Ho5p+sHlstBqCM8XEYD8O8Z0CB8VGGD5iHgkABp0EgD1qs3Z5ccp3df+O/ctyag+lJk3c3oiTUP8yYA6d+VD/4owOuV5QAlJ15MV1EPRw4bIJg/yLMqhW0s4pUQ0iqRcRrfRuY0aPPg61OVdqP52VC80JqERKi7zi3SbJOoMjbE7hbSfnkjfoheGkEH2pJD2JQHQoJMAqHclTG1Ssfawi4E0cWdCw3JFi5ZrOPE5ty/89ZH1KjacePd5fIuKNQf8nLy1U7VqnbYaM+f5XI/dKe9t7u0WUaXd6jcXhtWu2GQa4xh74tLIytV7a30YH01vWrVKxYoVKlWsFNF1j/tn5MKw6h/myV+4aLn6LZpWLF4gR7Z8db/Z1LlatY7rF7d21z+k1pvRtGKtob+4/9rX3d3vKg/bk7d3rla5YkWl3F756wv/eGazirWGnLN4NLwSAA06CYA6JxPBRJhKPrZgxvp7+PLh5plzD5uPYnR68bTVhqGXGGJGY/pt2dQVl/XFPEo8ED972xP/6kKdXTxt1e/oz1d74+fsekHdFdGYaAmA2iQBUOcUIEAPlPa8XYZ1R06lr4fISwNFt5hr5Cc5cmZom/vcNRgAvVBbftFt5E8OvpXyqmiW0V6WG3h0Wj5XENrqriSlzJWDN+ecBqfoAqC0BEBtkgCocwoMoOvVDa1PPanvXtdS1xPjzTSyX90lKcIdnVkP0J+VtVlXHvNHE7BnVrOAIoAeVBeWC98kiUWjwEK1ACgtAVCbJADqnAIC6B0SoqmH+3I0vkpvYkHxGcmA1JS3jg6gSaVxI5XN7gX9SM4kzDJZFeoFSVjaEGRWWk0sBEBpCYDaJAFQ5xQQQMcQTqR/SAX/6MnfCHQt4t0Y0wF0O2jE8OCpgUCuOaZXAKegkz4Id1WeWAiA0hIAtUkCoM4pIIB+DpixjfKZKcHfSFtQbQFnHR1AB4JGzOYJhW4FARxt6AiageeqHmELAVBaAqA2SQDUOQUEUOjcs4CaBWbmb6QWqMbLPh1A24FGevD37dEb6M95yLe9keq72CKrGQKgtARAbZIAqHMKCKAVACdWSwfAVQH+RpqAatM46+gACoOdDObvW1ZGUDcAZ0lWwGaPiKuBACgtAVCbJADqnAICaFfAifPSg3TkqpHvyqpgbCjeJCU6gM4FjXhJIsIU8NvP+NJkXaCx8PeD/JmX7GkJgNISALVJAqDOKSCAHiScqOi+bEou1/msi/UL4W4R3oOYOoDeJcFOcj7m71vWfDLsTiarQl0kwaMKkvMIcD4sAEpLANQmCYA6p8DOgXZSMZHBkyL0Io4x39DMbvYwtVa6XbxV9OdASbCT5Sa6lpWEp6D5DPM38QhPpUO3v8AhlIqRPSQBUI0EQG2SAKhzCgygicpLfN598uUxJdReS3aIJgMlx6BtnGwbuKswPJGmKMFO5pvpGimhARr2R4G5m6fEos33LGsk6aYC5fJXgYEAKC0BUJskAOqcAvWFP943olzjmWp60JcLvyxXtfsBs42cG1S9XIO4B/wVWL7wV0d8Xq7OaDMe9Vgpu6Mqf9JqOU9gVK/6ZUiNcvUnyh6pyZu/qvBZu3WUa5MAKC0BUJskAOqcAgUo1uv98+d//5p97+76+GXnLelFETOYCK3E7+fP228wHgt1Y038Ct7Do0EG0Gsr41ddEwC18AM7JQFQ52QRQFPm5ZVf5ecxFj8fdpK3iapaGE/dN0AXyAFL88QH4FrEoTut5Lf22r/5NpWCDKDXG3kWVkIaXRcADToJgDoniwDaV9006au7dU/NwZHhe0ZF/+QToDiYR087CXpddX/PeoLHPJgA+ovqn5X7qgBosEkA1DlZA9At5NiOLpRdK3wrv6m9JW/yBVCQl36jVX0yVAf3Upxn/TSIAJpMskVV/D8B0CCTAKhzsgagJDGGK0Jz6xq55ZoXeE9IvgAK3EOrWNWnXqfAR+M5+BpEAP0OfLTjAqBBJgFQ52QJQF+B4BmhdBR2aQl4FFsF3JMiHwBNBD5RIU+9WQakqeCj8TjgBxFAR4CPNk4ANMgkAOqcLAHodfC4ua7S9yaCW9rZqd/yAdCbcDwB5Y7yqsGglyYc9kEE0Cj42yAAGmQSAHVOlgA0AQJLk5hjNrjVMOCeFPkA6GM4Hu4w96YFHDZd7Tjsgwig0eCjDREADTIJgDonSwCaQoKxuz7UbHvDGE0xAfekyNcaaBHSZz77khVvBh9tEod9EAH0G/DR1gqABpkEQJ2TNZtIw8njNlxzK4nALPRM4D0h+QIoiPA0xKo+9XqRB/cSfo3DPogA+iAr/mhZUgRAg0wCoM7JGoA+Ka4+bsV1yYG/xTs6AwLvSJEvgD5Tz566ij7yahiYVuNYzON4zIMIoFI8BuhCcQ402CQA6pwsOkh/TTk3WJ4xE1uLZjMh/d9a0BGSz4P01yui8Xx6xbI+WVqUAU2tR3Id1w8mgErTUHCWsGnCEynoJADqnKzyhU9a06pcuVZrmHmB742vVapKPws9OTlcOZPWRrrHsyrATO8+dWNkzVLVBnHmIA0qgEpXhlUvVX3YFeELH3wSAHVOlgUTcUSXVi/acl+SLo7oHr3HXM07mxatJbPjt8eWLd7/Cl8mbF20ynw6edPyAdDf1y/aEFBAUnskABp0EgB1TsEE0PNyFtD0rUvIL5dZTThp3msrH/VveBldbi7muco5Ga0pPOkuv61GnLZhyJS8AvT3pnLwjhZpDqECoEEnAVDnFEQAPULSdiDN4q35eyGlRnYZktiDqLWHoAlq9PgMpuOYmpQ3gP6qBu/Id8nmUZiVAGjQSQDUOQUPQF8W1PDTFXqHs2pdXKXUG0k6SRxPPc75HfBVPvu8PmV5ASgI3lHZ3gh8piUAGnQSAHVOwQNQ6FSvqC1fzZ9AlU2S1J5cFZGkmyAtfLy9n8ALQPeCIdo9ETYpAdCgkwCocwoegALuqfqAr+YUUKW3JOUBl5elFeCqhb2fwAtAh4FRxNo7CrMSAA06CYA6p+ABaG09QLPw1RwIqjST3oApp+uQNBlc2Rj6ziMvAO0ERhFl7yjMSgA06CQA6pyCB6BN9ADNxVcTOHa6OkhSBnB5CrjcuFx17f0EXgDaG4wi2t5RmJUAaNBJANQ5BQ9AY/UArchXcz2oMlmSKpOrDM+lg+DmQHs/gReAzgejWGzvKMxKADToJADqnIIHoOdA1GZFq/hqPsuFa3iCfoAAe+0k6S0JdhJy0t5P4AWgd8kRrSwm0js7IQHQoJMAqHMKHoBKA7T8LMtbcxmuMsZ9lYiPDOW+7r78FoO5l31jl+XtHOh0PESbjwKYlgBo0EkA1DkFEUDf9kOEUaM7lX7lu46i+HC5RugI+Yzl3RqogSI/yTdXZ0aXPZiO/BbKqyfSePSx0vMEFnVUAqBBJwFQ5xREAJWkEz0/K1Y99uZPNbKFZfrI1FLh1ZhqxSr2O6tcJW+MLFOqYbyaven2qJrFPu1+1NqxMuTdF/7XAZWKVR7kgEu+SQmABp0EQJ1TUAEUy3c0prSo4IrGpEoANOgkAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQmyQA6pwEQJ2TACgtAVCbJADqnARAnZMAKC0BUJskAOqcBECdkwAoLQFQm/T/2rv7GCnKO4Djz1ULbQWN1lhTmjStta02mlZqav8w2qYkNfG5Fw6k3gGihxYJ4CsKiEWqaGOhWlGpcNCqpGpEgwi+lCqGWuupWMuLEi0vRVRUDo93zjtuujOzt7fP7C7sPMz8Zvf2+/ln9nluZn18cn5hnb09AiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgphgCunXW2CHjZgefmYCWBQIqhoDKKaeA/rNW111aq4esJaBJr8ECARVDQOWUUUB3DNN//dzZf5++9AABLT/2Ad22ctHz70e5lOIRUDkE1BR5QFfoie7hYJMO/BWUgJYD24B+MOmrSqm+je9Eu5ziEFA5BNQUeUAX6nu84zT9HAEtP5YB/d9PlO/klogXVAwCKoeAmiIP6HI9rit1aB+p3yKg5ccyoCNUt9M+inhFRSCgcgioKfKAHpigZ21t3zhNT+0ioOXHLqCrj8oEVM2PekmHR0DlEFBT5AF1dk/Trj9030P64B5f6z5b7Y71pclpd5yOpNdg4WCnzVVzevqpRkS9pMPrSP25Lf9PPWJOe9IrsNDldCW9BAvxJST6gP7tIj3y2gY9vCU9fnOgr+3Inxol6pasgP486cUAiTnygL6kG15PHV6sr13tTxDQ3u/2rID+MunFAIk58oA26Ze84yJ9oz+xq8XX2mZrn2N9aXL2pF5WJr0GCx0dNlc9nBXQK6Ne0uG1O84e+X/qkdrp7E16CRZSL+GTXoKFfc7OmJ456oC2ab3Xe7BF15t3kbiJVA7sbiJtPrYnoM9EvaTD4yaSHG4imaIOaHuN3uU92KhHmF8hoOXA8m1Md2T6WRvxgopBQOUQUFPUAXXG6We940I9nYCWH9ufRLqmyu/noC3RrqcoBFQOATVFHtB/6KEvHHQ6nqqtWUdAy4/1z8I/U3uS6n9e8yeRrqZIBFQOATVFHlDnz9W6fnStrl0cmCeg5YBPYxJDQOWUU0Cd9b+7csi4WVuC0wS0HBBQMQRUTlkFtAACWg4IqBgCKoeAlh0CKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmAhoTAiqHgMohoCYCGhMCKoeAyiGgJgIaEwIqh4DKIaAmuYDu2G5rd5f1pclpbWuz/zdOTvuBpFdg4bO2ttak1xBea9eupJdgoa2tLeklWNjdFdc3iFxAK8wrAwfOTHoNleK2gQPfTHoNleJnAwclvYRSRkCjQkDlEFA5BPSQCGhUCKgcAiqHgB4SAY0KAZVDQOUQ0EMioFEhoHIIqBwCekgENCoEVA4BlUNAD4mARoWAyiGgcgjoIRHQqLS1tGxOeg2VYmNLy66k11ApVrWsSnoJpYyAAoAlAgoAlggoAFgioABgiYACgCUCGtb+eU1DJz3aacxtnjW2/ooFe/IM8p2NIoXa6kd12lbpZfYWLwz9yJww9r/woKIR0JA+naD1cK0nZ7+N5pk6Xd+kddP2nEG+s1GkcFt9NwE9QpO0GVBj/wsPKhsBDWmKnvSp88FYfVfP1Kba2qUHndZp+tbgIN/ZKFa4rZ6k393v6UpouWVu73wdCKix/4UHlY2AhvOOvtj9Y3dbbfUnmbnp+kH30D66+uPAIN/ZKFK4rXZG6f2JLLN3WD5xiA4E1Nj/woMKR0DDma9necfJeklmbnj6VeMj7n/QxiDf2ShSuK1urx4hv8TeY15jY2O1GVBj/wsPKhwBDWeKXuEdH+95+bJH6wPegxV6qjnIdzaKFW6rt+iJ8kvsXRrNgBr7X3hQ4QhoOKP0Gu+4Ql+fmRumt3jHR/XlgUG+s1GkcFv9mp6xaNzQK+/cIL/Q3iIQUGP/Cw8qHAENZ6j2PzHkdT02MzdFN7uH/ZfpEYFBvrNRpHBbvURrXXeJ1rVPJbHWXiEQUGP/Cw8qHAENp1Z/7B3X6abM3NvVNQ9v2/ufq7VuDAzynY0ihdvqufrif3U4e5p1zXtJLbjcBQJq7H/hQYUjoOGMyPzhe3XP5OI69/2HdXO976fsQd6zUZxwW71xlf8bu3+vZySw1l4hEFBj/wsPKhwBDecqvdY7rtDTs2Y3zZt804NbVuprAoP8Z6Mo4ba622r+VmQrEFBj/wsPKhwBDWeaXukdn9T35nztCT0zMDjU2TiMcFvd7WNdxzvp7QQCaux/4UGFI6DhzNf3eMdpellmbut7u73jDe73lTHIdzaKFGqr9y5Z6ndznb5KeJ29RmPwfaBZ+194UOEIaDhr9Ej3zYc7B9fvycwt0HPdwwY9sjMwyHc2ihRqq7uG6ze8M+7V9yew1l4hEFBj/wsPKhwBDel6fWenc2Cy/qM7WLrEveW7oaZ2pdO1fqReFByYZyOcUFv9iB7+luPsX1jd8Fmiiy5jmYD6e23uf+FBZSOgIX04XA+bWK9/7X0QTb2fyce1bmzQemZXzsA4G+GE2urOBVo3NFXrhjcSXHF5ywQ0vdfG/hceVDYCGlbr7FF1TfP3eo/T32nOqikNv5q8Mn2CMcg+GyGF2+rXftMw9LoH2uSX2VsEA2p+8xYeVDQCCgCWCCgAWCKgAGCJgAKAJQIKAJYIKABYIqAAYImAAoAlAgoAlggoAFgioABgiYACgCUCihLUrNKO/8GE1+yeYrtSzdEuCshBQFGCMgF1XWL1sb3dAX3/VT7gDrEhoChBqYBe8aeU2Tedd5RS59oUtDugU9WJES8OyCCgKEGpgC5KP3zrTKXGWDxF17Zt+9wjAUWMCChKUFZAne3fUVWr7J+KgCJGBBQlKDugzjKlRhc88/O9h/ktxgQUMSKgKEFGQJ1TVP9O78GeO885od+ZY9b70/3U0t2j+6s+p1+2yZ9o++15A75y+uCX/XO9/wc6xr8PdXfu1UAECChKkBnQq5Va7R7//Q0/h1W3e9P91GM/9Cf6vuKOXz4+fdv+WneUE9DA1UAECChKkBnQvyj1YOrwSSqQwx54bOJxSt3hTvdT31an3f/qshqlvpUafnSSOmbCI0/dMUCpp53ugPa8hA9eDUSAgKIEmQFdodTM1GG8OnqxO9z0PfXlzY4bUHW+94t1Byu1wXHmK7XcHW3ooy51cgMavBqIAAFFCTID+oZSUxpJeW4AAAJmSURBVFPl66Ou88cvKHWT4wb0qHXe+FmlnncL2ce/nzR11K1OTkBzrgYiQEBRgsyArlLqZse5T6n30xOnqvMdN6Dn+sO3lXrOcWYoNTfrKQIBzbkaiAABRQnKeQk/y72VNKB7osaLYj/V5A/XewF99xilfnzbywfS5wQCmnM1EAECihJkBvQhpR5ynAuzfz7+C44b0PRLcT+gzvJTvDvyv5iz050MBDTnaiACBBQlyAzotUqtcZyzsxOoOtyATvW/ng6oc+CJUSe7X/v6i05OQHOuBiJAQFGCzICeqo7tdJyL1E/Nk3IC6np33gVKnbg9J6A5VwMRIKAoQUZAn1Pq8tThZvW17p/a7Ow86OQEdPPmVn84W6kncwKaczUQAQKKEpQd0B3f9T9MZLFSi/2ZT/un38ZkBHSAutAfvqPUgpyA5lwNRICAogRlBXTdWUqNdR90na1OeMl90K5V1X+dnIBq9aU13nCSUm9nB/T4vFcDESCgKEGpgI5pTpkzfdDRmQ9UfqVKfXHknKV3fT/9TvhAQJ9Wqu/4h55tvkCpQV09Ab1FVT259sPcq4EIEFCUoPy/0uPvA9LvQhrvDYM3kW6sSl9wTpvTE9Al3R8mErgaiAABRQnKBPS408dn/VK5HTeccWz/s0at9Uc5d+HfbPzRCf3OqFvmTXYH1Jnxzb4DFuZeDUSAgAKAJQIKAJYIKABYIqAAYImAAoAlAgoAlggoAFgioABgiYACgCUCCgCWCCgAWCKgAGCJgAKAJQIKAJYIKABYIqAAYImAAoAlAgoAlggoAFgioABgiYACgCUCCgCW/g/+bMuq1m/tsQAAAABJRU5ErkJggg==" width="672" /></p>
|
||
<p>Parmi les <code>geom</code> les plus utilisés, on peut citer</p>
|
||
<ul>
|
||
<li><code>geom_point()</code> (nuage de points)</li>
|
||
<li><code>geom_line()</code>(trace des lignes)</li>
|
||
<li><code>geom_bar()</code> (représentation en bâtons)</li>
|
||
<li><code>geom_boxplot()</code> (boxplot)</li>
|
||
<li><code>geom_violin()</code> (violin plot)</li>
|
||
<li><code>geom_histogram()</code> (histogramme)</li>
|
||
<li><code>geom_density()</code> (densité)</li>
|
||
<li><code>geom_smooth()</code></li>
|
||
</ul>
|
||
<p>On peut ajouter un <strong>mappage</strong>, c’est à dire une mise en
|
||
relation entre un attribut graphique d’un <code>geom</code> et une
|
||
variable du tableau de données. Par exemple, on peut mettre des couleurs
|
||
à un nuage de points en fonction d’une variable qualitative, … Il faut
|
||
bien distinguer un mappage d’une modification d’un attribut graphique
|
||
sans lien avec une variable. Une règle importante à retenir est donc</p>
|
||
<ul>
|
||
<li>pour définir un mappage (relation entre les valeurs d’une variable
|
||
et un attribut graphique), on le déclare dans <code>aes()</code></li>
|
||
<li>pour modifier un attribut graphique de la même manière pour tous les
|
||
points, on le définit en-dehors de la fonction <code>aes()</code>.</li>
|
||
</ul>
|
||
<p>Par exemple,</p>
|
||
<pre class="r badCode"><code>ggplot(data=wine)+
|
||
geom_point(aes(x=Densite,y=Alcool,color=Type))</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<pre class="r badCode"><code>ggplot(data=wine)+
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||
geom_point(aes(x=Densite,y=Alcool),color="blue")</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<p>On peut représenter plusieurs <code>geom</code> sur un même graphique
|
||
simultanément, il suffit d’utiliser l’opérateur <code>+</code> pour les
|
||
ajouter au fur et à mesure. Par exemple,</p>
|
||
<pre class="r badCode"><code>ggplot(data=wine)+
|
||
geom_violin(aes(x=Qualite,y=Alcool))+
|
||
geom_point(aes(x=Qualite,y=Alcool), col = "blue", alpha = 0.2,position="jitter")</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<p>Les <em>scales</em> permettent de modifier la façon dont un attribut
|
||
graphique est lié aux valeurs d’une variable. Pour les modifier, on
|
||
ajoute un nouvel élément de la forme
|
||
<code>scale_<attribut>_<type></code> à l’objet graphique
|
||
ggplot2 avec <code>+</code>. Les fonctions <em>scale</em> les plus
|
||
connues sont :</p>
|
||
<ul>
|
||
<li><code>scale_size()</code> (avec son argument <code>range</code>)
|
||
pour modifier les tailles minimales, maximales, …</li>
|
||
<li><code>scale_x()</code> et <code>scale_y()</code> pour modifier l’axe
|
||
<code>x</code>et l’axe <code>y</code> respectivement</li>
|
||
<li><code>scale_x_continuous()</code> (resp.
|
||
<code>scale_x_discrete()</code>) pour modifier l’axe des <code>x</code>
|
||
dans le cas d’une variable quantitative (resp. une variable
|
||
qualitative)</li>
|
||
<li><code>scale_y_continuous()</code> (resp.
|
||
<code>scale_y_discrete()</code>) pour modifier l’axe des <code>y</code>
|
||
dans le cas d’une variable quantitative (resp. une variable
|
||
qualitative)</li>
|
||
<li><code>scale_color()</code> pour modifier les couleurs de dessin</li>
|
||
<li><code>scale_fill()</code> pour modifier les couleurs de
|
||
remplissage</li>
|
||
</ul>
|
||
<p>Pour les couleurs, on peut spécifier un gradient de couleur sur une
|
||
variable quantitative avec <code>scale_color_gradient()</code>, modifier
|
||
manuellement la palette de couleur avec
|
||
<code>scale_color_manual()</code>, faire appel à une palette de couleur
|
||
prédéfinie (par exemple en utilisant le package <a href="%22https://cran.r-project.org/web/packages/viridis/vignettes/intro-to-viridis.html%22" target="_blank">viridis</a> avec <code>scale_color_viridis</code>, en
|
||
s’appuyant sur les palettes disponibles dans <a href="https://colorbrewer2.org/#type=sequential&scheme=BuGn&n=3" target="_blank">ColorBrewer</a> avec <code>scale_color_brewer()</code>),
|
||
…</p>
|
||
<pre class="r badCode"><code>ggplot(data=wine)+
|
||
geom_point(aes(x=Alcool,y=Densite,size=AcidVol,color=Type))+
|
||
scale_size("Acide vol.", range = c(0,1.5),breaks=seq(0,1.5,0.2)) +
|
||
scale_x_continuous("Alcool",limits=c(8,16)) +
|
||
scale_y_continuous("Densité",limits=c(0.985,1.01))</code></pre>
|
||
<p><img 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DgQVjd9/nxqaurrr7/+wQcflJeXZ2Zm5ufnX3nllQMHDoziYQAAAAAAICJxHOCbm5tFpP1F+6SkJBFpaWkJq5se4AsKCgoKCsxmc3JycklJSUlJyebNm2fMmHHZZZe1L6C0tPT1119v3z516tSEhITjOLLIMJkOTb5ITEyMbSVxSVEUi8XCuY241oc7Wq3W1p9hRIrZbBbGhOhovQWM0xsNiqIwJkSDPiaIiM1ma/8IXhwns9msKApjQvSYTCZOL+JS3AZ4n88nIg6HI6RdD88ejyesbnqAT0pKuuuuu8aOHWs2m5ubm1etWvX2228///zzJ5100uDBg0P2UF5e/uKLL7Yv7MYbb2z/djHUo4qJJxaLxWKxxLqKuMXpjR7GhOhRFIXTGyWMCVHF6Y0exoTo6SFDrqZpsS4B8SZuA7zT6ayrq3O5XCHt+kX11kvuXex2/vnnn3766Xl5ea2T7RMTE2+55Zba2tp//vOfr7766uzZs6N3LAAAAAAAxG2AT09Pr6ura2pqCmnXW9LS0sLqlp+fn5+f3/5dLrroon/+85/FxcXtN+Xn58+bN699eyAQaGxsDO9goiAxMVGfbdgTiok/SUlJXq/X6/XGupB4Y7FY9CdBeDweTm/EWa1Wm83GmBANSUlJiqJomtb+vxscP4bcKNHHBBFxu936jEVEkNVqtVqtjAnRoF+BCwaD+q2yMRfWOtzAUcVtgE9NTRWRmpqakPba2loRycjICKvbkWRlZekv1zQt5Cl3qamp559/fvuXVFdXt87Mj6HW+/B7QjHxJzExMRAIcG4jrvW3zO/3c3ojzmQy2Ww2Tmw0JCYm6j+9nN5oSEpKYkyIBn1MEIbc6FBVVdM0Tmw06IG5h5zesB6DDXRF3K74kpeXJyJbt24Nad+2bZuItF5O70q3lpaW1atXr1mzpv1NLFVVVfpO+OUEAAAAAERV3Ab4M844Q0Q+++yztp+9NTQ0bN++3Wq1Tpw4sevdHA7Hq6++unjx4v/85z8h77Jx40YRGTZsWJSPBgAAAACOxZIlS5QwLVmyJNZVo2NxEuDXrFmzevXqoqKi1paRI0cOGzastrZ2wYIFgUBARDwez7x583w+34QJE1qfKtGVboqiXHrppSLy9NNP61fmRcTtdq9cuXLt2rVOp/O6667r5uMFAAAAAJxo4uQe+KVLl3q93unTp7d9nNu99947a9asDz/8cMuWLXl5ecXFxV6vNycnZ8aMGW1f25VuV111lcvlevPNNx988EGn0+lwOCorKzVNczqd9957r34jPQAAAAD0NGefffaiRYtCGv/9738vXbpURKZPnz5+/Pj2L+mm4hCmOAnwHerTp8/8+fNfeumlLVu2FBUVpaenn3XWWddee23r+m1d76aq6owZM0aOHPm3v/2tqKiooaFhyJAhQ4cOveaaa1JSUrr9yAAAAACgS4YPHz58+PCQxqSkJD3An3vuudOnT49FXTgWRgrwK1asONKm1157rcP29PT0X/ziF0fdcxe7jRs3bty4cUftBgAAAABAxMXJPfAAAAAAgJhramrSFxdDNBDgAQAAAAAiIhs2bNAXon/llVc67DB27FhFUU466ST922effVZRlFGjRonIiy++OHToUKfTaTabe/XqNWnSpBdeeCEYDHa4n+bm5j/+8Y/jx4/PyMhwOp2jR4++7bbbvv766ygdV9wgwAMAAAAAREQmTpyYmZkpIm+88Ub7rUVFRVu2bBGRadOmhWx6+OGHb7rppm+//Vb/tqqqauPGjTNmzJg0aVJDQ0NI561btw4fPnzWrFkFBQU1NTVNTU1ffPHFokWLRowY8dhjj0X+qOIIAR4AAAAAICKiqurll18uIu+++67b7Q7ZumrVKhFRFOX6669v275r165HH31URMaOHTt37tzly5ffc889ffr0EZFNmzaFLJJXWVk5adKkkpISEbnmmmsWL178yiuv/OY3v0lJSdE0bfbs2fPmzYvmIRobAR4AAAAAcMiUKVNEpKmpaf369SGb9AB/1llnDRgwoG27y+XSNO2WW27517/+9cADD0ybNu2pp5767LPPTj/9dBF56623Pvnkk9bOc+fOra2tNZvNb7311qpVq37+859fffXVf/jDH7Zu3Tps2DARefTRR/fu3RvlozQqAjwAAAAA4JDzzjsvNTVV2s2i37FjR2FhoYhMnTq1/avy8vL+/Oc/m83fP+YsJyfn5ZdfVlVVRB5++GG9cc+ePYsXLxaRu+++W7/U32rAgAELFy4UEZfL9dxzz0X0mOIHAR4AAAAAcIjFYvnxj38sIu+8807b9eT1y+8Wi+Xqq69u/6p77rnHYrGENA4ZMuSqq64SkQ8++EDTNBF59913vV6v3r/9TiZNmjRkyBAR+fjjjyN1OHGGAA8AAAAA+J4+i766uvqf//xna6Me4CdPnpyRkdH+JePGjetwV+PHjxcRl8tVVlYmIvoqd3379s3Nze2wv76+/Y4dO47zEOIVAR4AAAAA8L0LL7wwKSlJRN5880295bPPPtu1a5ccYf68iITcFd9q4MCB+hf6y4uKikTkwIEDyhG8/fbbIlJTUxPZI4obBHgAAAAAwPfsdvull14qIm+++aY+9V2//O50Oi+77LIOX6IoSoftrfPqW1paRKS8vLwrBQSDQb/fH37h8Y8ADwAAAAA4jD6LvqSk5NNPP9U07ZVXXhGRn/zkJw6Ho8P+e/bs6bBdv+QuIkOHDhWR/Px8ERk/frx2NG3Xw0MrAjwAAAAA4DAXX3yxntXffPPNjz/+WH9s+5Hmz4vIli1bOmzXHyBntVrz8vJERH9QXHFxsX5hv71AIBAIBILB4HEfQXwiwAMAAAAADpOYmDh58mQReeONN15++WURycrKOu+8847U/+mnn24/6b24uFh/7ZlnnmkymUREfzJ8eXn5O++8034nVVVVaWlpZrN5zpw5kTuUuEKABwAAAACE0mfRf/PNNy+88IKIXHfddfpD3Tu0e/fuO++8s+1j58rLy6dOnerz+UTk0Ucf1Rsvu+wyfb36m2++edOmTW334PV6b7755sbGRkVRZsyYEfnjiQvcVwAAAAAACPWjH/3IZrN5PB59/blO5s+LiMPhWLRo0datW6+44ooBAwZs2bLlpZdeOnDggIhccskl55xzjt5NUZT58+efffbZNTU1F1xwwXXXXTd+/Ph+/fp9++23ixcv3rlzp4jMnj170KBBUT88YyLAAwAAAABCJScnn3/++WvWrBGRoUOHjh07tpPOb7zxxnXXXVdQUFBQUNC2fdq0aYsXL27bMn78+HXr1k2fPv3AgQPLli1btmxZ6yaTyXTHHXf89re/jehxxBWm0AMAAAAAOnDllVfqX3R++V1EfvjDHxYWFt55550DBw602Wzp6ekTJ05cvnz58uXLExISQjqfd95527dvnzVr1qhRo5KTk51O55gxY2666aYvvvhiwYIFUTmSeMEVeAAAAAA4sUydOvWomVxE6urq9C+uv/76o3bOyclZsGBBFxN4Wlra448//vjjj3elM1pxBR4AAAAA0AF9+bozzzxz8ODBsa4FIgR4AAAAAEB7mzdv/uKLL0Rk2rRpsa4FhzCFHgAAAABwSH19vclk2r1792233SYiiYmJ1113XayLwiFcgQcAAAAAHLJixYrk5OTRo0frl9/vvPPOjIyMWBeFQ7gCDwAAAAAIpSjKzTff3PlD3XJzc88//3wRUVW1u+o6oRHgAQAAAACH3HLLLaNGjSopKTn99NOHDRvWeefLL7/88ssv757CIAR4AAAAAEAru90+YcKEWFeBjnEPPAAAAAAABkCABwAAAADAAAjwAAAAAAAYAAEeAAAAAAADIMADAAAAAGAABHgAAAAAAAyAAA8AAAAAgAEQ4AEAAAAAMAACPAAAAAAABkCABwAAAADAAMyxLgAAAAAAEC2NjY2xLuEQp9MZ6xIMjyvwAAAAAAAYAAEeAAAAAAADIMADAAAAAGAABHgAAAAAAAyAAA8AAAAAgAEQ4AEAAAAAMAACPAAAAAAABkCABwAAAADAAAjwAAAAAAAYAAEeAAAAAAADIMADAAAAAGAABHgAAAAAAAyAAA8AAAAAgAEQ4AEAAAAAPcsFF1ygKMqWLVs677Z48WJFUX75y192T1UxZ451AQBwogoEzMXfmqqrNIcj0LdfMLN3rAsCAABAj0aAB4AYMJWWON5921Rbfeh7RfGdMsZ93mRR1ZjWBQAA0EYwaCo/KHW1YjZrWX205JRYF3SiI8ADQHdTWpoTXn9Jcbu/b9I0y7YtmtnsmXRR7OoCAAD4jqapn/5L/XiTNDd939avf+CCS4I5uTGsKxpcLpfdblcUJdaFHB33wANAd7N+8flh6f07lq2fKR5P99cDAABwmGDQ/MYqde2atuldRJT9e80v/sW088vurGXt2rXnnHNOSkpKTk7O5Zdf/tZbbx31Je+///7ll18+fPhwh8PRv3//iy++ePXq1W07rFy5UlGU+fPnFxQUjB49OiEhwWq1Dhs27Ne//nVdXV3I3goKCqZNmzZ06NCMjIyLLrroiSeeCAQCkTzCcBDgAaC7KeUHO24PBJTqym4uBgAAIIT6yWbTVzs63hYIqG+9Kg313VPJ8uXLJ0+evGnTJofDUVFR8c477/zkJz+ZNWtWJy+54447Jk+e/M4779TW1g4YMKCuru6999677LLLnn322ZCehYWF559//o4dO0455ZSTTz7522+/feKJJy677LK2+Xzx4sUTJ05cuXLlwYMHk5OT169f/+tf//riiy9un/O7BwEeALpdZxO0DDB3CwAAxLNgUP3Xh51sV/w+9ZPN3VPL/Pnzx48fv3v37rKystra2gcffFBE/vjHP27YsKHD/p9++unChQsdDsff//738vLyr776qrq6esGCBSIyb968kM7PPfdcXl7e119/vW3btq1bt27cuNFisXz44YebNx86usLCwttvv11EXnjhhbq6ut27d3/99dejRo1at27db3/72yge9pER4AGguwWzczps18wWrTdr0QMAgFgylR8MmTnfQZ/ib7unmMzMzLVr1w4YMEBEnE7no48+etttt4nInDlzOuy/bdu2pKSkm266afLkyXqL2Wy+8847e/XqVVJS0tjY2LazoigrV64cPHiw/u3EiROvuOIKEfnyy0P3CDzwwAPBYPDBBx+cPn26qqoiMnjw4Oeee05EXn/99Sgc7tER4AGgu/lOOU1LSGzf7h33A81s6f56AAAAvtfYcPQ+3TWF/tZbb01MPOyvpvvuu09ECgoKfD5f+/4zZ85sbGxcuHBh28aysrKGhgYRCQaDbdtPO+200047rW1Lfn6+iPj9fr3zu+++azKZ9I8MWp1xxhkLFiy45557NE07nkM7NqxCDwDdTbM7XNfcYPv7O2pZ6aEmVfWOG+89a2JM6wIAABAxHz0kKt11ySEkYItI//79MzIyqqur9+7d23rxPISmaYWFhV9++WVxcfHXX3+9bt06T0frBA8ZMiSkxWT6/gr3/v37vV5v3759MzIy2vZRFOXOO+88loOJBAI8AMRAILN3y7Rb1AP7TFWV4kjw9+nLg1UBAEBPoGX2FkWRTi8va7266aa/7Ozs9o19+/atrq6uqKjoMMA//fTT8+bNKy8v179NS0ubMGFCU1NTfX3orAGn09nJW+/du1dE+vTpc4ylRwcBHgBiRFECuf0Duf1jXQcAAMD3tOQULTdP2b+3kz6Bk0/pnmJac3hbZWVlIqLfGB/iD3/4w3333ZecnHz//feff/75p5xySmZmpojk5+e3D/Cd6927t4hUV1cfQ9nRwz3wAAAAAIDvBS64pJOJ9MGc3OApY7qnkm3btoW0HDhwoKKiwuFwdHht/JlnnhGR11577fe///2kSZP09C7f3dYeloEDB6qqWlJS0tQUuqTfjBkzfvzjH9fU1IS7z+NHgAcAAAAAfC+Yk+v/6bWazd5+k5ab57/mBjF1U5BcvHixy+Vq26I/De6SSy5ROnoub2VlpSyy6PEAACAASURBVIiMHTu2beOuXbsOHDgQ7ltbrdazzjrL5/P95S9/adu+Y8eOF154YcuWLenp6eHu8/gR4AEAAAAAhwkOHeH7r7sDZ00MZvXRHA5JcgYHDvFfNsV3488kManbyigvL7/44ov1+N3S0vLII488++yzJpPpkUce6bD/iBEjRER/0ptu/fr1F1xwgb5ifG1tbVjv/thjj4nIAw88sGrVKn0P+/btu/HGG0Vk6tSpx3hIx4d74AEAAAAA7TiTA5MulEkXxrCEs88+e9OmTbm5ubm5uWVlZX6/32w2z58//+STT+6w/8MPP3zFFVfcd999S5Ysyc3NLSoq2rdvnz6X/tNPP73wwgvnzJkzbdq0rr/73LlzH3rooeuuu+7WW2/Nzs4uLi72+/2nnXba3LlzI3eUYeAKPAAAAACgJ9q4cePChQsvuugij8fTt2/fq6++esOGDbfffvuR+l9++eVr164955xzqqurv/zyy5EjR/71r39du3bt448/Pnbs2P3794c7l/6BBx5Yt27dlVdemZGRUVZWdtpppz322GMFBQV2ewf3F3QDJSZPnz+RVVdX94RznpaWpqqqiFRVVcW6lh4kqEmF359pVs0d3VHTdenp6W63u6WlJVKFQWe325OSkkSkubk55G4oHD+Hw5GYmMiYEA3p6ekmk0nTtJ62km18yMjIaGlpYUyIOH1MEJGmpia32x3rcuJNQkKC3W6PyQpYcU9ftCwQCIQ7WToaFEUJeYR4TDQ2Nsa6hEM6f2wbuoIp9ICISKnP/2h55Zr6RremWRXlPGfiI9m9862WWNcFAAAAAIdwBb67eTyeWJcgImK1WvVlG3tIPbFV5HZP2P5VjT/QtjFRVdedNHRMUuIx7NBqtQaDwWN4WAU6p6qq2WwWEb/fHwgEjtofYdFPL2NCNOhDrqZpXq831rXEIZvNxpgQDQy5UWU2m00mE2NCNNhsNhHpOUOuXk9scQU+nnAFvrspitLhAw9ixdRdT4Doye7fWxKS3kWkORC4Z8/+j0456Rh2qP8rc24jrvV3h9MbDfrp5cRGg35u+bmNHs5tNDDkRhV/KnSDnnB6uVaKiCPAd7fGxsae8Jvceg98fX19rGuJMa+mvV/X8Un4pLHp66rqbEvYvybcAx8lrffAu91u7neNOP1+V8aEaGi9B57TGw0ZGRmMCdHQeg+8y+XiHviI0++BZ0yIBv0e+GAw2BNObw+5Bx7xJPafSwGxVeMPeINH/EilnGnwAAAAAHoGAjxOdKmdrjnfy8wsFQAAAAA9AgEeJzq7okxMTDis6bvr8ac47Dnhz58HAAAAgGggwAPySHavZLXN74IiImJTlHl9smJVEgAAAACEIMADMsxuWzeo/4XOJFVfKVrk/yUmvD+o/7gEe6xLAwAAAIBDmB4MiIgMtFpX9u/r1rR9Xl9fizmxBzx3BAAAAADaIsAD37MrylCbNdZVAAAAAEAHuMwIAAAAAIABEOABAAAAADAAAjwAAAAAAAZAgAcAAAAAwAAI8AAAAAAAGAABHgAAAAAAAyDAAwAAAABgAAR4AAAAAAAMwBzrAgAAAI7FxqaWlbV1xbv3p6um0222OzLTk1WuTAAA4hkBHgAAGExA0+46UP5qXX1ryyZpWlZb91L/3NMc9hgWBgBAVPFBNQAAMJjna+rbpnddlT9wy74DXk2LSUkAAHQDAjwAADCYZbV1Hbbv9/k3NDZ3czEAAHQbAjwAADCSoCbferxH2rrT4+nOYgAA6E4EeAAAYCSKIqpyxK0W5cjbAAAwOAI8AAAwEkVktN12pK1jHI7uLAYAgO5EgAcAAAbzi8z0DtvHJTh+kEiABwDELQI8AAAwmEuSnb/t09t++Gz5cQn2Jf1ymEAPAIhjPAceAAAYz60ZaZckO9+oq9+nmFJFxljNlyQ7Se8AgPhGgAcAAIbUz2K+u1dGRkZGS0uLy+WKdTkAAEQdAR4AAAAA0LG9Xu9+j9dmMg23250qt2DHGAEeMJ4qf2BRde3m5uZij6+3xTzKbp+ZkXqawx7rugAAABA/Xqmp+8PB8m/dHv1bs6JMTkl+uG/20CM/CiSq6urqUlNTY/LWPQefoAAGU+j2TCzaM7+y+tMWd3Ug8JXb82pd/cXF+/5aUxfr0gAAABAPNJG79x342e59reldRPya9re6+glffftBQ2M31LBkyRJFUZ599tn6+vobbrjB6XQ+/vjjrVu/+OKLG264YeTIkU6n88wzz7zjjjvKysravvx3v/udoihtX6K74YYbFEVZs2ZN28YPPvjgqquuys7OHj58+M9+9rPS0tL7779fUZT333+/bbeKioq77777Bz/4QVJS0qBBg6ZPn759+/ZIH/dREOABI3Fr2g17Syr8/pD2gKbNLi0vaOEWUAAAAByvpZXVSyurO9zUEgzeULyv0hf652iUeL3eSy65ZMWKFRaLpXfv3nrjCy+8cOaZZ65YseKbb77p1avXp59+unDhwtGjR2/atOkY3mLp0qUXXnjha6+95vF4ampq/vrXv44bN27r1q0h3T766KNTTz11wYIFW7Zsyc7OLikpWbZs2dixY1etWnW8BxkOAjxgJG/WN+4/wnCpiSw4wjgLAAAAdFFQkz+UVYh2xA71gcCfK6u6p5j58+dXV1cXFBTU1NT88pe/FJE9e/bceuutHo/n4YcfbmhoKC4urqmpueaaayoqKqZPn+71esPa/969e2+99VaTyfTyyy9XV1dXVFT84x//cLlc7733XttuLpfr2muvPXjw4H333dfQ0FBUVNTY2Pjoo4/6fL6bbrrp22+/jeQxd4oADxhJQXNLJ1v/1cwVeAAAAByXHS5XqdcnnT6Zc219d8yiF5G9e/euWLHizDPPbG155JFHvF7vzTff/NBDD9ntdhFJTU19+eWXR48evXfv3r/+9a9h7f+xxx7z+Xz33XfftddeazKZRGTSpElPPvlkSLennnrqwIED06ZNmzdvnsPhEBGr1frggw/ecsstHo/nf//3f4/3OLuMAA8YSUMw2MnW5mDQrx35w1IAAADgaEq8vqP22ecJ70L3MRszZszYsWPbtmzYsEFE9KvxrRRFueuuu0Rk48aNYe1/9erVInLLLbe0bbz22msTExPbtrz77rsicvvtt4e8fPr06SLywQcfhPWmx4NV6AEj6W3u7Hc2XVXNSqcflgIAAACdspiO/vektQt9ImLgwIFtv/V4PCUlJWazefjw4SE9R40aJSLFxcVd37nL5Tp48KDD4cjLy2vbbrfb+/fv/+WXX7a26JPkn3vuuWXLlrXt2dTUJCJ79uzp+pseJwI8YCTnJiY8X117pK3nOZO6sxgAAADEnyG2oz8lbkh3PUmudeE6XVlZWTAY7N27t6qqIT379OkjIvv37+/6zvfv369pWmZmZofv2xrgvV5vRUWFiCxdurTD/Xi9Xr/fb+70SlukMIUeMJILnUnjEkKe935oznyCyfSr3undXxIAAADiyQCbdXSCo/M+P0nrpuex6/elt8rOzjaZTFVVVYFAIKSnnrGzs7M736Hb7W79Wv90oKqqgwX5qqu/XxzaarVmZGQoiuLxeLQj6J70LgR4wFhMiizvn3t4hldEJF1Vl+flDLRaY1UYAAAA4sZv+/ZRj3xj5nCHfXpGWnfW08pms/Xt29fv9+/cuTNk044dO0Rk8ODBbRu1dutDtV0xPjU1NTMz0+VylZSUtO3j8/lCZsUPHjxY07RvvvkmZG91dXWbNm364osvjuVgjgkBHjCYDFVdnZ+3NK/vzPTUc5MSrk1L+V2f3v8emj8hKfHoLwYAAACOZmJy0rP9c+2mDtLicIf99cH5to42dY9zzz1XRJ5++umQ9vnz54vIOeeco3+rz7EPmVH/+eefh4Rtvf+SJUvaNr766quNjYctsz9p0iQReeKJJ0Le9KGHHjrnnHPefPPNYzqUY0GAB4xHVZQfJSc9lpP16oB+z/TN/nlGWmq7u4AAAACAY3Z9RtpHI4ZMz0zPsVpExKwooxMcv8vts2n4kH5WSwwLe/jhh61W65IlS37/+9/rT31vaGiYOnXqf/7zn/79+9966616N32Vu+XLl7cm9qKiomnTpoVck3/sscesVuu8efNef/11veWjjz66++679fyvfDcNYdasWenp6S+88MJdd91VW1srIoFA4E9/+tMzzzyTkJBw4403dseRiwgBHgAAAADQ3lC77Zn+uTtHjageM6pmzKgPRwy5M6uXo7vWnz+S/Pz8hQsX2my2//mf/0lOTh46dGh6evpLL72UlZW1bNky23cr8E2ePHnUqFGNjY2nn376+PHjx4wZM2LEiC+//HLcuHFt9zZ48OCnnnrK5/NNmTKlV69eOTk5P/zhD8eNGzdhwgQRSUhI0LulpqYuW7YsNTX1mWeeyczMHDZsWK9eve68806TyfTiiy/m5+d32+ET4IGe6CuPd2Vt/bKaum0u99F7AwAAAFFj6WEPKr7lllsKCgqmTp06ePDggwcPnnbaabfffvu2bdv01K2z2+3r16+/7bbb8vLyPv30088//9xisSxcuPCaa64J2dvtt9/+/vvvT5482e/3K4py3333vf322/pl9uTk5NZul1566datW2fOnDl69OiSkpLMzMzrr79++/btU6ZM6Z6j1intb+tHVFVXV/eEc56WlqZPC+lw0UUcp/T0dLfb3dLScgyvbQoGf11a/kZdQ+tPyUXOpPm52RlMkhex2+1JSUki0tzc7HK5Yl1OvHE4HImJiYwJ0ZCenm4ymTRNa7ukLSIlIyOjpaWFMSHi9DFBRJqamtou2oyISEhIsNvtNTU1sS4kDumPBAsEAnoAiy1FUTIyMmJdhYTczh1DTqczJu/r9Xr37t3br18/uz3kcU5SWVnp9Xp79eplbbMadDAYzMrKqqqqamxs1P/47Dm4Ag/0LPccKHu9TXoXkfcbm362vzRmBQEAAABGZrVahwwZ0j69i8h///d/5+bmrlixom3je++9V1VVdeaZZ/a09C4EeKBH2e/1vVPfwUekHza1MJceAAAAiKxrr71WUZTZs2f//e9/b2pqqqioeP3112fMmCEi9957b6yr6wABHuhBvvJ4jnR/RaHb062lAAAAAPHuggsumDdvXk1NzSWXXOJ0OrOysqZMmdLU1PTss89effXVsa6uA+ZYFwDge+YjLxBi7llLhwAAAADxYNasWVOmTHnttdeKioqSk5NHjhx57rnn9u/fP9Z1dYwAD0TSFy73qrr64pKyZJMy0mK+OSMtyRTGPJfT7HarSfEGQy/DKyJnfPcQCwAAAAARNHDgwFmzZsW6ii4hwAORoYnMOVjxl+ra4Hctb4o8V1P3l9yc8YmOLu4kzazenpH2dGXomrQ3pKcOsFoiVywAAAAA4+EeeCAyllTXLmqT3nVlPv+N+w7UBAJd38/9vXvN7dM7WT30u+kwKff1zpzXp3fkKgUAAABgSFyBByJjYVWNaCLt7lSvCwRW1NTd1aurjwA1KfJfGWk3p6d+7fEGNW2ozeYwcfs7AAAAAAI8EAnVgcB+n799etd9Hv4T4KyKMspuO96yAAAAAMQRptADEeBpt+xcW97ONgIAAABAlxDggQjobVZb71pvb7DN2p3F4Kh8mhbWwgQAAABAT8AUeiACzIoyJTXl+era9ptMIlenJnd/SQFNe6mu4R+NzRV+33Cb7WcZaSOYky+yw+15qKyioMXlDWoZqnpzRuqdmRmsMgAAAABDIMADkTG7d0ZBc8uXbk9I+/1ZvU7u9uTs17Sr95Z82NSif/tpi/vluoZnc7N/mhKDjxJ6jk1NzdftPeDTDt3SUB0I/LGiemNTy9sD+lnJ8AAAAOjxmEIPREaKqq4d1P/+rMw8i0URcZhMP0hwvJ3f755e6d1fzLNVNa3pXefXtF+Xlpf5/N1fTM9x38GKQ+m9zaoEn7W4Xqqrj1VJAAAAQNdxBR6IGJui3Nsr495eGY7UVM3jdbtajv6aIzDV1qj79ogWDOTmBTPDfgj8G/WN7RsbA8G1jU03pqcec1WGtsvj3eXxHvrm8MvtaxubbjpRTwsAAIh7Tqcz1iUgYgjwQOQ5TCb3cczItn6y2fbRRtFXWVMU7xlneyZMCmsP1f6OV2irOoFXbutk1bqaQLA7KwEAAACODVPocSIJBCTY06OaWlpi++c/pDVtapr13x+Zd30T1k7yrJYO2/tbOm4/EfRtPfZ2T/XLtfBRJgAAAAyAP1txQjBVV9k3vKfu36uJ4h8yzDPpIi0xKdZFdUzd9Y1ooRHTXPS1f9DQru9kZkbqpy2ukMZ+FvNFyT30qLtBjsX8gwRHQYtL2k2O+GkK88oAAABgAFyBR/xT3K6E11aqe4olEFACfsvOwoS3Xumxl+JNrtDgLSKKu4PGTvw0JfmOzPS2v95ZZvNz/XKSTCf0r/yTfbN7m7/71PK7D0muT0u5JJkADwAAAAPgCjzin1r0jdJQr7VZucxUesB08ECwb79YlnUEgew+lm2hjcGsnHD383B2r5+kODc0tVT4fMPttitTk0/w9C4iQ2zWzUMGzK+q+bCppSoQGGq13pyRepHzxJ2VAAAAAGMhwCP+qQ11ErruuKgNdT0zwPtPHh34/DO1oqy1JZiS6j1t3DHsarTDPtphj1xp8SBFVedk9ZKsWNcBAAAAhI8Aj/jX4WPYgpk9NMNpquq65kZrwYfq7l2KFgzk5XvOmqDZbLGuCwAAAECMEeAR/3yDh1lzck2lJd+3DB0R6BX2w9W7jWa3e865QM65INaFAAAAAOhBCPA4AZhMLVOutxZ8rO4tVlTVN2SY7/QfxLomw9jQ1LymoWmf19fXYr7AmXgp670BAAAAMUKAxwlBs9k9E88TOS/WhRiJV9P+a3/p6oam1paVtfWTkhKX5uUkhLkeXnMwWNDi+trtSVHVMQmOETZrpIsFAAAA4h8BHkDH/lhR1Ta96zY0NT9cVvmHnDBWEFjd0PSr0rJaf6C15fIU57w+WZlmNTKFAgAAACcGIwX4DRs2LFq0aMGCBdnZ2V18idvtXrFiRUFBQUNDw6BBg0499dQpU6aoamhsiGw3IA4ENVlWU9/hppdr6x/J7u0wKR1uDfFBU/PP9pcGglrbxwC8Xd+42+t7b2CeRenSTgAAAACIsQL8unXr3G531/tXVVXNnTt39+7dIpKSklJYWFhYWLht27b777/f6XRGqRsQHyoD/ppAoMNNbk3b4/WOsHdpYfy55VUBTQt9iJ/IFy73G3UN16SlHGedAAAAwIkjvBtZY6WlpeX5558vLCwM61VPPfXU7t27Tz755Oeff3758uWLFi3q16/fjh07lixZEr1uQHwwd3ptvItXzmsCgS9cR/zQbWNzS9hlAQAAACewnh7g169fP2vWrOnTp7/11lthvXDnzp3bt29PSkqaPXt2ZmamiOTk5MyZM0dV1Y0bN1ZWVkajGxAp21zu5bX1L9TUfdriikkBGara32rpcFO6qg44wqYQVf6Or+F3ZSsAAACAED09wO/Zs6e0tNRmsyUnJyvh3C67efNmERk7dmzb+e1ZWVkjRozQNK2goCAa3YDjV+73/3T3/vN37b33QNlvSssvKd53UfHefT5f91fyy14ZHbbf1Su98+vzrXqpaif9si1GuoUHAAAAiLmeHuBnzpy54jth3Wq+a9cuERkzZkxIu96ib414N+A4BTRtyu6SDw+fW/6fFvdlxfvdmtbNxUxNS3kwK7PtYnVWk/LLXum3Z6Z3cQ9pZnVcguNIWy9ISjzeEgEAAIATSdxeASstLRURfbp7W3rLgQMHotGtrcbGxq+++qp9++DBg83m2J/21ukMFkuX5kIjLIqiqKp6DOd2XX3jTo+nffsBn++txuYbMtIiUV0YfpWTfW2vjPUNTXs83n5Wy7nOpPwwH+H+29w+Py7a4wkGQ9rPTkr8aUZ611ay/17rQx+O7fSic/rp5cRGA0NutDEmRANDblSpqqooCic2enrI6Q1rBjHQFbFPklHS3NwsIu0v2iclJYlIS0tLNLq1VVRUdPvtt7dv/8c//pGS0oNW3u5RxcQTm81ms3Vpnfa2tlTViibt12wXkQ9dnl/E4h8rReSkdh9ddd0FKSl/czhmfl20133ogwlVUW7Nyf59fv+U43gOvN1ut9vtx/xydIIxIXoUReH0RgljQlQ5HA6H44jTqXA8GBOix2Qy9YTTq3X7DErEvbgN8D6fT0Ta/3+TkJAgIp7vLnJGthtwnFyBYIfpXURcWuhFbKM4Py312zNP/7yx+auWlhSzerozqV/4H20AAAAAiNsA73Q66+rqXK7QFbz1q+Wt19Ij262tzMzMn/70p+3bg8FgWE+zjxKbzaZP6ekJxcQfm80WCAT8fn+4LzzJZhGRDi/Cn+pwGPof6xSr+RRrsoiIph3zgbRO4/T7/cdwetE5s9lsNpsN/WPWY+lDrqZpfOAbDXa7nTEhGvQxQUR8Pl8gwHNDIsxsNquqypgQDfp8nJ4z5DI/CJEVtwE+PT29rq6uqakppF1vSUtLi0a3tvr16zd79uz27dXV1e330/0sFot+b1tPKCb+WK1Wr9fb4b0VnbvIbk0ymZra3TFuUeTKBFu4/1hbXe53GxprAsFhNtu1qclONYqLVmoivqBmDfem9jDZ7XY9wHs8nvYfqOE4ORwOs9nMmBANVqtV/8yU0xsNNpuNMSEa9DFBRDweDx/tRVxCQoLdbmdMiAY9MAeDwZ5wehVFIcAjsuI2wKempopITU1NSHttba2IZGRkRKMb0BVqVYXl3x+b6uuCvbI8P/h/mjO5dVOqqi7L63vDvgPNbTK8zaQszu3Tt91CLOZd35hKS7Qkp3/kqVq7rY+VVz1dWd26l6crq/9vQO5J9sjPXf+gqfmPFdWFbo9H0wZYLVPTUn6enhbtJN8TNAWD1f5AuqpG9ZMRAAAAoFXc/t2Zl5cnIlu3bg1p37Ztm4jk5+dHoxvim+L32zZvSly6KGnxfPvq1011oR/odIWpqsKxfInly+3qgf2WrZ8lrlyiHH7V6IdJCVuHDby3V8ZZiY4zEhy/yEz7z9CBlyaH3qZh/8d7jjdW2Qo+sq//e8KLf1EOnyS2qan5qTbpXUQq/P6flxz0R3ollTllFVftKfmkxdUcDPo1rcjjfaSscnLx3oaAUe/Y74q/1TdeuGvvoC+/HftN8aCvvj1v19436xtjXRQAAADiX9wG+DPOOENEPvvss7Z3vzQ0NGzfvt1qtU6cODEa3RDfbGvetH68yVRVoTTUW3YWJqx4XmkOe2qW9bN/K36f/rUmojQ2WnaEfjCUqqr3Z2W+nZ+3ZmDeQ9m9e7d77qDSUG/5zyet35pqqy3bP2/b4b3G5vZJ/Wu353NXJOdAftDU/Oeq2vbt292e35ZXRvCNepQ5ZRUz9pd+7nLrH1FoIl+43D/fX/qb0nLWmQUAAEBUxUmAX7NmzerVq4uKilpbRo4cOWzYsNra2gULFugrr3g8nnnz5vl8vgkTJiQmJkajG+KYWlFm+earti2Kq8X62b/D3Y+poe77Pegt9XUhfZTmJsff33b+6X+Tnvmj/e3/MzXUh+6k3UtMdYcF6X1eX4fvXhnRRZ5W1oYW1urVugZvPD435e36xg4/sxCRF2rqVtU1dHM9AAAAOKHEyT3wS5cu9Xq906dPHzx4cGvjvffeO2vWrA8//HDLli15eXnFxcVerzcnJ2fGjBltXxvZbohXSkV5+0ZTZQeNnQv0ylL37j6spXfW4T0CjtdfVssPiogiYvnmK7WivGX6zzWrtbVLMLO3pqpKmzWBA9l92u5jmN26tqM53fkRfX7b1x7vkTY1B4P7vb5BNuuROhjUM1X6fRMdPSdAZEFl9XWpye3bAQAAgIiIkyvwHerTp8/8+fMvvPBCh8NRVFSUmpp6xRVXPPnkkyFPfYtsN8QrLTmlo8aw05r3B/9PS0lt/TaYk+s7eXTbDua9u/X03spUV6MefvFfczg8518sqqp/6x88zHfSKW07XJWSbFNCE+akpMQREU3Una9TZ2pXgNE1BYNfHLoHoeNDK/J4y0/gB1k1BoKPlFWe+c3unMJvzvimeE5ZRT3PnQIAAIgoI12BX7FixZE2vfbaax22p6en/+IXvzjqniPbDXEpmJMbTEk9bO66ooRk767QHAnNN/2XZcdWpa422DvbN2Jkaw7XmWqqDusvooioNVUhudB3yhj/gEFq+UHNmRzIzgl5lxF228J+fX5dWl7rP5SgzkpM+FNuH4mokXb7l+6On7Caqqq5FiMNL11RGwge9a6AmkAwK96Ou0sO+Hw/2r2/xOvTf2R3e3x/rqp9u77xb/l5/ayhj0gAAADAsTkh/9IEjoHfL+0uJyrejuNr5zSr1TvmjCNtDaalH/YWhxo7eFShlpzi72hegO6yZOeExIR/NbuqA4FhNuu4BMcxlNq5m9JT/6+uvsNMOy0txRJ3V+BTTUefspTWhT5xac7ByhJ95QX9n10RESn1+WeXVSzP6xvDwgAAAOLJCfq3JhAu884dpqbGw8Kqpln//XHE3ygwYGAgs/dh75OS6h8y/Bh2laqqFycnTUtLiUZ6F5FxCfb/ycpsP4hMSEq4LyszGu8YW07VNNLe2SIC+VZLdtzNO+gKV1B7r6njJzKsb2xujOtnCgIAAHQnAjzQJWpVpbS79dlUVRHxN9JUs+vK63xDR2hmi6aq/oGDW66aqtntEX+jiLi7V8baQf0vSXb2s1pSVPXMBMczuX1eG9DPHneX33W3Z6Z3svWOTrfGscqA33uE2wv8mlbq6/iZCAAAAAjXiXixCDgGwY7Wqws6o7LkuJac4r78KtE00TTp8VOyRzvsL+aF3oR/DHZ5vNvdnlKfb4DVMsbh6JmXsqekJs+vrPna08GtE3lWy43pqe3bTwROpbOfzHLiDQAAIABJREFU0lSz2slWAAAAdF1P/BMZ6IH8g4dZP9qkBA5bS84/7OQovqWiSJSvY/s0bWlNXUFzi81kOi8pYUrq/2fvvgOjqrIGgJ/73ps+6b0XEjoooDQVpCkgIAiCBRVRsSuurhVXXUVcXdcPZWXtrroqoIKAgoCAoPTeIZCE9Dop0+eV+/3xkslk5k1MmRTg/P7K3Pfm3TuTMMx5995z/O6ob1cmUXyisPTn2obCdypC7g4PfSk2St3FZvIJwOtxUTNyC3ynm1+Lje5aY+1AYRx7uU57qC5FfyO9NOoYDv+jQQghhBAKjK4+uYdQhyEOh2bnNu3alertm4nVe0OvFB7pGD/Zsxi70Ke/a/Dwjh1jIK2ptaSdOPtCcdmaWst31bUPFpR0P3n2uJ+s8u3HQen0nHzP6B0AeEo/rKx6uKDY37M60Qij4f6IMK/GO8JCJgQbO2U8XcTLsVG+aQtZQl6Ni1Y8HyGEEEIItQJOjCAEAEDsdsOXH5H6KnGawwcsd97nVftd6N3PmprO5Z8Hp0OKSxCjYjpjpIFxzOG8N79Ioo0mkqtEcWL2+SM9uoWwHbfm+cMK0zE/dw1W1ZhvC7ONMuqbf7VCnv/CVHPW6Yrm2BtCgq42tOC5zfdqXPRwg/6b6ppcF5+sUs0MC54SHNQeHV1ArjLoV6QmPldcdrL+t9ldo14UFz3CaOjcgSGEEEIIXUwwgEcIAEB1YDfxrPFut2l2bndcP8nrNKo38D16d+jI2sfTRaVe0bvMJtE3yyoXduCs6coacxNHf6iuaX4A/4vZcl9+kb0+m9rHpup7w0MXxbfLfZYJwcZLfMrd11UG/ZZuKbkuPpfnU1SqNLWK7WI7IBBCCCGELnS4hB4hgPok841bAp9hvoMxpkrNjt+0v65XHTnoWcReonBQabuybKPZ2iGjq5PraipFeXaTRz2VCcKjhSX2xrnQPzZVr6lVLm+G2gNLSDeNeozRkKFRY/SOEEIIIRRwOAOPEACAFOydv00M8d7nfGFRnTqu/XmVHLerANT7d9tum0M1WgAwS6KgNP0OAEChRhKVD7UPrskwz3dbtT/ray1VgsLIv66qnoxT5QghhBBC6KKAM/AIAQDwAwdTjabhMcu6Bg7uvOG0FXE6NBvWes66MxVlmu1b5J+DGNZvYEwgrmNzhvfSqps42rvJo55KlaJ3ACjhBcV2hBBCCCGELjgYwCMEACCFhNpuu5vv2UeKihYye9puu1uKT+jsQbUeU1pCnE6vSXY2P7fuKIFRvqnF6s8eG9Sh89Wzw/zWrmMAbgtrbmX1BD914xPVqtYMCyGEEEIIoa4Hl9AjVEeKjHZMnt7ZowgQSgHAe5Jdktw/PhsT+ZvF6vRcSE8AAGJV3EORHbp34ObQkPW1FsWd6k/HRPbVanzbFU0IMr7OcaVCo/l2AnB3eHNvASCEEEIIIdTF4Qw8QhchKSaOqrxnnsWkFPfP/bSa5amJ3TWNFqgPM+h+SE0K78AacgBAAD5Min8hJirUo98kFfd+YtyTURHNv04Yx36QFBfMNFyEIeSp6IjRWMYMIYQQQghdLHAGHqGuiC3M587nUEkSE5PE1G4tfTrVah1jJ+p+WeOedZdCwx3XjPY8Z7hBvzUj9Xer/bjDoSWkn047RK8LzOhbiCNkflT4Y5Hh53m+iOfT1Op4P+vhm7akvKqWeibbp/8z1d4eGpqgxg86hBBCCCF0McDvtQh1Odpf1qqOHHA/FLr3sk+eDkzL1ssIfS+zxcRyJ44xNosYE8f3HwCc95y8ipBRRn3zC623K4ZAmlqV1tot6/fnF2+yeK/DLxL4sdm5J3tmtHl0CCGEEEIIdT4M4BHqWrjjRzyjdwDgzpxUH9jjumJoSy8lRsWII2OaOMEiSZst1lMOp5qQfjrtKIOBuTBLdwsSrKqtVTxUIYjfmGpvDQ/u4CEhhBBCCCEUcBjAI9S1cNlZCo1nz7QigG/aRrP1kcJik0f1tct12ncT43ppmlu5zY0IPFNRDk6nFBVN9Z2w5/wPu1XyU9geAH4yNw7gKWUrysFukyKjOmW0CCGEEEIItQ4G8Ah1LYxVIR87UWpsi8N2x5z8QlfjqPeQ3XFTTt7vmWkRLcljpzq8X7t9C9htAACE8P0HOEeOpRptYAfctEpBauKo2SP9PlNRrv3pB7asFACAZV2DhjhHjAFyYS48QAghhBBCl5j2ykIvNC7mhBBqJjFKYdG7GBMb2F7eKqt0Kc1ZVwjifyqqmn8d1aF92g0/1UXvAECp6vAB3ZrvAzLI5rtcqwX/M/Dd1HVrCogg6H5cXhe9A4AoqvfsUB/c2/4DRIEkULq+1vJ6afmjBcX/V1651+bo7BEhhBBCCHWQgAXw58+fX7BgwahRo6KioliWValUACBJ0oIFC86dOxeoXhC66PFXDqPaRtPXlOX4IVcHtpdtVmsrDnmTJM2Obb7NbM45tjC/dQNrnXSNKoJTXjVACDwWWVeOjikuZEyVXidwxw637+BQQOXx/Nhz5+/IK3yn3PRtde3C0oqJ2efn5hU6qP9bOAghhBBCF4vABPCLFi3q1avXwoULt27dWlFRIdUvWKWULly4MDMzc8GCBQHpCKGLnhQcYr95tpSQJK/rFqNj7TffLkZFB7ALF6V2/1vGqzx2xTeNMdf6W9vPFhW0ZmRt8GFygkIGPgp3hYWmauoy25Oaat8nMkqNqGtyUHpzTsFxh9OrfU2tZX5hSacMCSGEEEKoI7VsD3xNTU1ISIhX4+uvv/7CCy/IP2dmZvbq1Wv16tXuo0FBQWazeeHChWazefHixW0cLkIXCUkidhvVGxR3X4ux8dbb7iY8D5JENZqAd64mJJxlTaJyoB6vanYht6405znCoPutW9qc/MJsp0seVhDDLIyN8UxfRyOjfJ8oKTVeghyUnrbabC4+ysUntraYX3v72lSd7XIpHvq+uvaxyPDe2sD/e0EIIYQQ6jpaFsBfd911GzZs8IzhT506Jc+u9+jRY+nSpaNGjQIAUh+TsCybnZ09d+7cNWvWLFmy5P777+/du3fgBo/QBUgUtRt/Uh0/CpJIOZVr6FWuYSN8zyoVhIN2pwAwgGESmh9RN9v4YOPXVTWKhyYEG5t5ESk4hOr0xL0B3oMYG9/6wbVWT616V2YaABy2OzPUKgPrvcJIjIkTU7uxuR6beghxBXp7wgWHp/TNsooPK6tt9Yunhhl0i+Ji+nS9YHirVeGPzW2LxYoBPEIIIYQubi1bQr9nz56xY8dWVTXkuHrnnXcopSEhIevXr5ejdy+RkZHfffddz549JUl6++232zpehC5w+u++Vh09BJIIAETgNb9v1Wxa73XOO+WmQaez78grvDuv8IozOS+VlAd8pvuZ6MgopU3jfbWaOeGhzb0Kw7iGXePbLCalionJbRleG12m0/hG7wAAhNgn3cT3H0A5FQBIYeGOydOF9IyOHl8X83hhyf+Vm2weufp3Wu0Tss8fsne55HAVTaZHLW/27g+EEEIIoQtUi/fA79u3b+zYsSaTSX64Y8cOALj//vtTU1P9PUWtVs+bNw8Ajhw50sphInRRYM/nsHk5Xo3qQ3s9t2GvqK59vbTcWb86XaD0/QpTizLDN0e8iludljxYr3O3MAB3hYf+kJqkaUlNNdegIc7R1zes8ydE6NPffuPNXbYwG9XpHNdPtsx/1jL/Weu9j/A9LvU1QTusthXVtY2aKACAXaLPF5d1ypCaEM42tWqsReUPEUIIIYQuRC1bQv/TTz89+OCDBw4cGDt27KZNm8LDw3NycgBg0KBBTT+xe/fuAHDmzJlWDxShi4DmwC6FVkq5Iwdc14yWH31mUojVF5dXPhAZFtiYOEOj/ik9OZ8XTjocakL6aLWKc/J/yjVoCN/3cqasmPC8GBlNg73TZHRFhFCVurMH0SX8VOuThrD+72yvzV4qCDFcy/6baFfXBhl+MVsAAGjDOD2PdvyQEEIIIYQ6Ustm4CdOnHj8+PHHHnvs8OHD33zzDQCo1WoAqKlR3kzrlpeXBx574xG6RNXUKjYz1Q1B+ymnQo6uSlGs8ZNzro2SVNx1QcZrjYbWRe8yqtGISalCeuaFEb0jD0VNLkovcPEdNpLmuD00JFlOCUG8t5VMCQ7qhxvgEUIIIXSxa/ESeqPRuHjx4h07dmRkZABAZmYmAGzevLnpZ+3atQsAmlhmj9AlQaf/03bFlHUaQoxMYIo+IuQpuMm/q9Autihdx5DlqYndNWqv+ffrgozvJsZ21qgQQgghhDpMK9dGDhkyRP5h+vTpe/bs+fbbb2+99dYpU6Yonvzbb7/J0/UTJkxoXXcIdR1E4IHnqb9QvEl8956+e+CBEL57L/ej0UbDKZ8y15NCgjhcwHKhKXDxBxwOiyj11Wr667SdPRwQKPX9K7raoFeuR0AhXs2la7rcRoNuGvWWbqk/mS0H7fZiXkhXq68x6q82tObfo0ThoN2e7eJjOW6QXqvHe2QIIYQQ6vLaurnx4Ycffu+99woKCqZPnz5//vz58+cnJCS4j1JKV69ePXfuXJ7nExMTn3766TZ2h1DrELNZs+M3tjCPsqyY2s019GqqaXFARew2zYafVFmngFIpPNJx3Q1iUor3OaLIHTkgVpYzKjWb0UNMSPI8yl9+hersaTY327PRNeBKMTm17mdKDyil/j5hd1okCSfhLxQipQvLKj6orHJJdSu9RxsNixNiY1WdsJ9coPRTU/UnldW5LlcEx04MDnouJtKd7+3G4KB3tSbfe0ZA4NmYqE65aXTS4Xy7vPKo3RnKMVOCg+4LD1MzjQaiZsi0kKBpIUFt6eWUw/loYYk7034Mx/0jPvqG4DZdEyGEEEKovbU1HjAYDKtXrw4LCxME4Z///GdiYmJycl35qOHDh8fFxU2dOtVkMhFCPv/887CwsDYPGKEWI1aL4YsPVUcOMJUVbFmpes8O3TefE7Gprb+KtGtXqs6cBEoBgDFV6FYuIx7Z4wGACLzuq4+1m9ZJB/eRPTv033yu3uedtY4yrPfmXXXDJOeHlVW7rDbwqRp30un8V3llSwcMAExNNVOYT5w+4RlqT2+VVb5XbnJH7wCw2WK9M69QCng9wGZ4sqj0heKybKdLAigXxP+aqieey7PWF41TM+Tr5ASvBQIGhnktLvrW0OCOH+0Ru2PsufM/1pizXa4DNsfLJeX3FRQH/G2zSNKdeYWedfJKeWFefvFR3xsZCCGEEEJdSQAm9AYMGHDq1KlHH31UTmiXn58vt+/cubO0tBQABg8evGPHjjFjxrS9L4RaQbNjG7FZPVvY8jLVof0tugixWbncc41anA7V2dOeLeq9O9my0obHlGq2/Uos5oZ+C85z2Vles5rq3b+7h7dcLuilNO/5reI65yYGbLfrV/zP8OG7hq8/Myz9l/rAnhY9/SJGbFbu7GnV0UNsYT7QwIfULko/VColcNDu+N1q9W1vV9ss1roV8h5/VNku15tlDfeDktSqjekp36QkvpgQ+1hi3FvxMbsy0+6P6Jz7rS+WlLsa/1J+rjVvNQf4ffvSVJPjlZ+PgIvSN0orAtsRQggh1GVVVFSoVCpCCCFk4MCBAblmZWWlfMFPPvmk+c+KiooihLz44osBGUMHEEVRfplvv/12x/cemPWc0dHR77777hNPPLFu3bqsrKyzZ8+WlpampaX16NFj0KBBU6ZMwfzzqBMxxYUKjUUFMGhICy5ibVRtSy5iRRrHY2z+ee+niSJbXChk9qw7oaTY9yJAgS0pFtIzKMA5l0IKelm5IFaLYvOTimk2rGXr7zgQntds/kWMjBKT05r59IuVes8O9Y7fCF8XvImx8c7xU8So6AB2kefizaKkeOiYwznC2KGlzrZYbIrtmy3WVyDK/ZAhMDbIMFmnMxgMFRWdFsRKFA4pbSE54HCMCmiJuON+1qQcdSj0jhBCCF2UVqxYIdQXozl48OCZM2fkyt+oiwvkhsy0tLSHHnoogBdEKDCU8rorN/onhkdSlcod+Ml3pMTYuEYn2eyej+ric6Yh5KaNS2q7b2tRFSc/bDo6VzX/RpgocufONGqhVJV1+hIP4NX7d2t+2+TZwpYU6ZZ/aZn7oN8CAS3XRLpBFenoLAZ2P0sMbH5uMXQuhoCWITafoekCfQvY3z9+leLqF4QQQuhiJGcZd1u2bNkFNAd+KWvrt8nFixcvXrz4T08rLi5evHjx//73vzZ2h1ArCEpRq5jSwlCWZZ1jJoBHICGkZbin1mVUp6vlVF8mpr3Qs/+b3Xpti4iWG90nSIkpUuNQRAIAViVF190I6Kf1m1ovQ6M2NE5iRwGKeMGltK+aCAKRpEq1ekNU7FcJqXtDIiQgl/pOeErVu373bSY2q/rwgQD2k6xSxas430QGADDMoFNobU/d1cqxas+uWjL9ar33nRQGoHVJ5pvg7xcxvMN/QQghhFCnKCgo+P333wFg0qRJBoMBAL799tu2XzY8PLykpKSkpOS2225r+9WQorbOwM+fPx8AHn/88aZPM5lM8+fPT0xMvP3229vYI0ItxQ+9isvOYkuKGlp69OZ79m3xdfpdLkZEqU4eJS6nmJTC9+4PjaPxH3v2/UtG/1KP/PbjKkrejYiOrH+YGxJ217hpIwpyXsg6Ec4783SGv/YcYImN+1ilMgIAwL0RYXsaT+O73eOxJ9kmSW+Xmz6urLJJEkfICIN+YVx0hkfFL16tfrn3wCUJqRa27t/4wNqqv2pUY1v6mi8ijLnWKxWCm+ffRgA6IvBiTNSDBcVe7dNDg/t2eNh8c2jI0sqq3Mb7vTlCnogK7+CRNNPr8dH77Y5CvmHAf4mOCHgRvhkhIV9X1f5hlfcX1K2VieTYF2Ojmn4iQgghdHFYtmwZpRQA7r33Xp1Ot2LFihMnThw7dqxv3xZ/Q/ZECImJiQnQGJGyDqppdPr0aQAoLy/vmO4Q8kRZznbrHO261VxeLjCM0LO349px0KpFuVJ8gjM+QfHQIbtjDqfnGy9q2RgZe1dhydr0ZAIgUZibX3SUVR1N6f7vlO4hgquGqwu5ny4qfT8xDgCmhQTtsYZ+bKr2uviM0OC5YaF1LwfggYLidbV1e/IFSjdbrJOy87ZmpLqrlE3PLdiRnOF5hQPBYbcBrLbZh+ov1TnGJvLVBTqV3YzQYC3D/K2kLN/FA4COIY9Ehj8eFRHYXpojiGU+T054oKDYXSguhGUXxkZd0VX/DGI47o/M1M9N1UfszjCOnRJsHB7o6XcAYAh8lhS/sKzi66oangIAjDQaXouNiuY6oc4fQggh1PHk9fOhoaHjx493Op0rVqwAgGXLlrUxgEcdoMVL6Pfv3x/lQW6MalJ4ePiMGTMAIC4urslrI9Re1Lt+V506RmwWYqlV7dvFnTwa8C6WVJh4qpBAfo/NLk/07bDZ5ARdA2tM/3f8wFeHdr565mg3mxkAvq+uLa1PIrIoPuarlIQJwcYUtSpJrRobZPgwKX5pYpy7Eva6WrM7enerFMVXSutukJUL4g6rQuoyCvBMUalv+yVCCgqmfja6S3HKN2XaYlKw8UD39AM9um3PSD3XK/Pp6EhNJ+Xy7KPVbOmWsiI1cVF8zGfJCXsy02aFhXTKSJrJwDAPR4Z/kBT3Rlx0e0TvsjCO/Wd8TG6vzB2Zadm9Mr9LTeyy2woQQgihwMrKytq/fz8AzJgxQ6PR3HDDDTqdDgCWLVvWxLOOHDkyb968bt266XS66OjokSNHLlmyxNU4AbPVam0iC/3atWtvuOGG2NhYrVablpZ2//33nzlzxvc0z6u99dZbw4YNi4iICAoKuuyyyx588EF5YvhPPfnkk/JI5Ffqa9q0aYQQlUrlOcdcUFDw6KOP9urVy2g0BgUF9erV69FHH216kB2vxbMNgiD45ihuZtbiefPmtbQ7hAJCfXh/44cHhN79A9vFfrsDlAJ4ANhnc1xt0B+0OfSSsPTovllFdcnqx5WX/CX75D/Te76c2e+Q3XF9kLyOHq4PMo4xGrJcvEBpD41a3Tjw2+4nr7i7fW1trb9B5jj9ZrlvC6aqksvJJi6nEBsnpnZr/YUkidis1GBs3fqIP8EwrsHDvZLYAQDo9K7+AwLfHQAAJKk4UHX+pC5HyLVGw7WdPYwuSM2QTI+9JwghhNClwL3dXd6pbjAYxo8fv3LlyqysrIMHDw4YoPC96I033liwYIEoivJDh8NRXl6+bdu2JUuW/PLLLykpKU33KAjCs88+61l0LTc398MPP/zyyy/9ZUk7dOjQ5MmTCwoK3C1Hjhw5cuTIBx98sHDhwueee67pHmfNmvWvf/0LAFauXDlo0CCvo2azef369QAwceJE95z0jz/+OHfuXJPJ5D7t1KlTp06d+uCDD956660/3TPeYVr8zTIhIWHBggXuh6+99hoAeLYod8NxAwcOnDx5cku7QygAKAW+ceDaDuncnJLkL4O1k0oAwAP9t0f0LmMpfebcSSur4lMS3Y27bfZHCorlfctxKu6dhNgxHrXHGlevBoC6PbzO+nXgdv/5xcV2iIvrUruLIgCoAYT0DPvUWdDscnd1JEnz+xbVvt1EFECnd1wzir/M+6O27VxXDgOeV+/+g4h16x3EyGjnhClU36Gl3dzyXfy/yiuPOJxhLDs52Dg7LITFipsIIYQQamfy+vn4+PiRI0fKLTNmzFi5ciUAfPvtt74B/H//+185YI6Njb3zzjuvvPLKmpqa77//ft26dadPn77++uuPHTvGNbkN7cEHH/z4448BICws7NZbbx0yZEhhYeFPP/30xx9/3H777e77Am7l5eWjR4+uqqoCgFmzZo0ePTo0NHTfvn0ffvhhTU3N888/Twh59tlnm+hx8ODBqampubm5q1atkiNWT2vWrHE4HABw1113yS2rV6+eOnUqAKjV6jlz5gwbNowQsmPHjs8//9zlcs2fPz8lJUU+odO1OIBPTEx89dVX3Q/lt8OzBaEuhxAxLYM7c9LdIHbLDHgn3TWackF5bryHRgMAlztsU4rzFE94KvvkmbHj5J9Nojgnr7BCqPsgK+aFe/OKtmWmJdVP5PbynTAkAAB96hcAX63X+VsLEMEGeDaYLS3WbN0IUsM9Ay77rHrndtfV17boOpo9O9S7/wAAM8cF2W3aDT9RY5DQLdDFSAlxXTWS7z+AK8wnNqsYESUmpQDT0aXdZDkufsy5XHfF+N8s1r12x5KE2E4ZDEIIIYQuEYcPHz558iQA3HLLLUz9t6BJkyZpNBqn07l8+fJ//OMfnuc7HA55srZXr17r169PTk6W2++5557nn39+0aJFp0+f/vrrr++8805/PR4/fvzTTz8FgB49eqxduzYjoy5P0zPPPDN//vz33nvP9ymvvvpqVVUVx3HffffdjTfeKDfOnDnzoYceGj9+/OnTp//+97/feuutTc/8z5w588033zx+/HhWVlZmZqMv//Ke//Dw8EmTJgGAKIrPPPMMAERGRq5evXrYsGHyaXfdddedd945ZcoUk8n0wgsvTJ48mW3pHFU7aOs31wceeOCBBx4IyFAQaj+OcRPFxGQgBAgRuvdyDR8Z8C5m+9lXHEPIdUEGABhZVU78JEsLFvheNVXyz9ssNnf0LrNI0i/mhk3vt4SFpKu9Y3iWkGdj6rLd99drY9TKgfoDkWGK7a3GncvyjN7rGs96702iAL9ZrP+uMH1VVZPvUlhDUJJ16s7Lh0WPuylq3PTEMVOf63m5/cRx39NKeX5TVfUGU3Wh0kWaiQYF8z37uAYOFlPSOit6B4CXS8rNjYuxL6uq2WtzdNZ4EEIIIXQpcJd/96z0FhwcfN111wFAbm7u7t27Pc9///335XXs7733njt6l/39738PCwsDgM2bNzfR48svvyxJEgD897//dUfvAMAwzOLFi3v37u11fm5u7gcffAAAjz/+uDt6l6Wmpr7//vsAYLfbP/roo6Zf6cyZM+Uf5MUFbu7187fccotarQaAr7766tSpUwDw0ksvuaN32VVXXfXCCy8AwIkTJ9xvXedq65fXpUuXLl26NCBDQai9UKrZsY0tzAdKgVL23BnVgT0B72R6aPB9RblejWG861NzuZ5hAEAnh+V+8p2T+hQg5YL3IiIAKPWoqmVgmM9jwvs5GiqihQr8Yg3rmV5+dVpyT1ujRHcaSZpJpIciAhzAKxZmY6yNurZI0tSc/Bm5BS+XlD9RWDI8K+e/jdPsn3O6hvQbsjwuuZZTAUCFWvNOWo/R8Wme8e0hu2N8dl7G4RPjDh+//sjxHoePjz6bu9tPyb0Lwn6lwe+7kF8RQgghhLo+OVNdZmam185wOek4+KSy27hxIwD06dNnzJgxXpfiOG7p0qVvvPHG2LFNlSqWC86PHTt2yJAhXocIIU888YRX488//yznxpMLlnsZPXq0PJ3+xx9/NNEpAAwaNKhbt24AsGrVKs929/p596oB+VKhoaH33HOP73XmzZtnNBqb02PH6PzsSgi1N9Xh/aqDe90PiShqftskRsWIqekB7IWI4nvH9s0oyPkoOeOEMTiE54dWVz6VfSK4d395UlUKCQFQXtkOADSsri53f51CKuzLtI3qYA/YumFX1qkdYZFnDEExTufwqvIwjrPe85A7y3pyztmD237+MTpha2RMhVrTw1I7uyAnlGNJz0wa0FX0YnSMSqGx0TrwBcVlnlnxHZQ+V1w2QKd1F/d+pbS8ivNeU3BKo1taaXo6OhIAfrfaZuUWuBqvXzjqcE7Nyf8iOWFcUOfsYG8jLaPwp6DYiBBCCCEUEDt37szNzYXG0++yKVOmqNVql8u1fPnyt99+m9Tn5cnKygIAxcx2ADBr1qymezSbzSUlJQAwdOhQxRNGjBjh1SL3mJCQkJiYqPQM6N27d1ZW1rFjx5ruGgBmzpy5aNGiXbt2FRcXuwuiLV++HAC6d+/uvqHWcLyuAAAgAElEQVRw9uxZAOjZs6ecjd+L0WjMzMw8ePDguXPn/rTHDtCyr/LuegC33Xab/PIUKwQ0QfGuBkLtSnXKZzE2parTJwIbwAPLipHRI0uLR1aWeTY7Yus+LMSUdKo3KE5ZS/EJUkhdmfdhVvO00oKVMQ0fWNeayiaH6mlIkPyQiILq7Gmg9BpT+TWm+roXvIvLzeZ71ZXuNJ85EUbp1NKCqaUNqTsBwJZ/vk1Z4n0IvfpJe3cxJo86FAzjHN7wQUwB1tSavZ7FU/pTrUUO4EVKfzUrvCcAsMFsfTo60knpo4UlLqXdB4JEHyss3pOZHsQ2LCbK4/lTDmcsx/XWargunBNuhEH/pavGs4Uj5Kp2q5qGEEIIIeReBP7KK6+88soriucUFhb+/vvv11xzDQAIgnD+/HkASEpKal2PcmwMAOnpyl+8vZblu59SWFhImvwi55ku3p9Zs2YtWrSIUrp69er7778fAMxm8y+//AIe6evcPaampvq7Tmpq6oUawN97773yD5MmTZIDeHdLM2EAjzoeU1uj1Fjt29hGzmtG67//GjxCTTEyWujdT/6Zcpxj/GTdquVem8apRuu4rqFAg2b75i+zsz5O6vZzdIJIYGxFyUPns7js47Y5dckmiLnWd9s5ALAFee4Anq1WeMkAQK3KoXKrUZXKdvPtmq0buewsIopiVIxzxBgpoeEjvloQa0WF0ebVbwqwSJJicA4AJlEEgE1mS4G/He8EKgRxrdlya2gwANgkaX5hyaoas3y53lrN0sS43l21uPdLsVG7bfYz9YX9GIAFMZHdsaQZQgghhNqHJEly8rY/tWzZMjmAd7lcgiAAgEbTyi9U7if6i8a1Wq1er7fZGlZrlpaWNufKkiQJgtB09vvLLrusR48ep0+fXrlypRzAr1692uFwEEJmz57tdXIT9wvkXuSF950Ol9Cji58YHsnVeIfrYkRU4DtK6+YYP0WzeT1xOoEQKTrWftMtnkvWhW7dbXfO02zdyObngihSlUrI6OEcMYYGNyTAY4sLCaUP5J19IO9sw6XLywjvoio1AFDGT/ZLj6heioyCkgKFc0IDvAceAGhwiGPKDKCUSBL1ycwZxrHRHFcmCF7tPesj1WCWDWHZGp/yIQCQqOIA4JD9Tz4rD9kdcgD/QnHZypqG2f4TDuddeYVbMlKNnZeprgkhLLslI/WbqpojDmcoy04KNg7Qaf/8aQghhBBCrbJlyxZ5Nfv06dPvvvtu3xN4np85cybP8ytWrFi8eDHLsnq9Pj4+vqioSJ6Hb4X09HRCCKXU3/R1eXm5Z/QOAGlpaXv37h02bNiOHTta16mnmTNnvvrqq5s3b66pqQkJCZFvYYwaNcpz5j8jIyM/P1/eXKAoJycHALxS2XeWlgXwFRV1C2XDw+v261osFv+nI9Ql8FcM4XLP1U+MUwBCOVV7lBkHUVTv/p3IReYpZUqLVaeOua5olMpSjIq23Xw7SBKxWqnRCL63+lilaJOQhjP93GiUPG5JhF42QDhxmGs8UV8Sm2CIV95KFACE+EbvsvsiwhaWlnu2hHHsjNDguucBTAsJ+tyksCBieog8r+4n7189qyQBgEuiy2tqvQ7luvjtFtuEYGPzXkNHUxNyV3hoZ48CIYQQQpcE9/r5Rx991F0B3svYsWPXrVtXVla2detWOWtd9+7di4qK/G04X7hw4apVq2JiYtauXat4glarjYuLKyoq8kpu73bo0CGvlh49egBAdnY2pVRxVlyuG08IYZoxSSMH8DzP//zzz5MmTZLzz3uunweAjIyMLVu2nDx50uFwaLXeEyp2u/3MmTMA0L17oCsct0rLJqYi6rnfSkMLtcNLQOhPCKndHOOnQF2CNyKFhNqnzpQiIr1OU508pv/8P8Z3Xjd8+r7q8H7ws667CZo/tjKmSs9E8+ptW4jSAn5gGBoUpBC9AwhxCjG2FBdPubpscVRvkOoz3jUgRExJa3gYn2gaO8HONSSYK42MMd44Q7HH9vZYZPgjkeGq+q7T1eovkhMSVA1jeyEmsp/PQvfJwUa5Ml+86k/uMyZwHADk8bxLKdTPku+nIIQQQghdwlwu1w8//AAAcXFx8vJ4Rb656OWyanv37vWdD5ck6aOPPtq3b59e31QSH/lmwcaNG/fsUagD9eabb3q1yOnxS0tLV69e7Xt+RUVFWFgYx3F/+9vfmujUrW/fvnKlupUrV65evdrpdBoMhptuusnzHPk1VldXK+Z3+/DDD2trawHAN4t+p+iKK0sRCji+72XmB5+wzbnfes/D1nsfEdO8E7lxxw5r1/7AlpcRQWAqK7QbflLvadmiHcZUod6zEwCoR6J5Igq6Dcr3I/1xXTuOahrd+aMs6xg3ybPFMeFGr+lu1+DhYlS0Z4vuskHivEfNN0wrGznONvMO/Zx5ngv1OxJD4KXYqGM9uv2YlrQ1I/WPzFTPincAEMqyv3RLeTI6ordWE8WxA3TadxJiP01OYAkBgLFGQ9N3HeQs9ElqlUrp9kQ33FWOEEIIoUveL7/8UlVVBQAzZsxoYuL6xhtvlPd7//DDDzzPA8BTTz0VGhoKAA8//HBxcbHnyQsXLpSX1ss15P156aWXWJYFgDlz5mRnZ3seevPNNzdt2uR1/pQpU6688koAmDt37m+//eZ5yOVyzZ0712w2E0IUdwEokgvCr1u37osvvgCA6dOny2Xh3O644w552v+VV17xusuwa9euV199FQC6d+/uNW/vhed5q9VqtVqd7Tx71I574CsrK7dt21ZdXT106NCePXs2nUUQoXbHsmJUjL+Dmj+2erWod25zXTkMmr19mjt5DKgEPnXi2NxsYrVQQ8PHhJPSvTZ7Ec+nqdWDdDqvwmFSSKjtznvV2zZz+eeBSmJ8kuua0V7BuZiQZLv7AfXenUx5mWQMEnr3EzJ7+g6JGozQu58OQGF/OQAAFPHC22WVB+x2DWGGGXVPREYEKy7gD4Rwjh3OKd+dNYvSU0WlK2tq5Qn0ckE8XlR63sU/Gx3BEtJDq7k5NGS5n7R8E4KNV+h1AKAh5KbQ4GVVjU5LUqtG4MIfhBBCCF3y3Ovnmy78FhERMWrUqI0bN1ZWVm7atGnChAnh4eEvvvjik08+eejQoUGDBt1zzz2DBg2yWCwrV66Up/SvuuqqpmPpHj16zJkz55NPPjl58uTgwYNnz549ePDg8vLyn3/+ecOGDRqNJj09/eTJk+7zCSGLFy++6qqrTCbTuHHjbr311mHDhiUlJWVlZX3wwQenTp0CgOeff16u8d4cs2bNevnlly0Wy4YNG8Cj/Lsbx3FvvPHGtGnTysvLR44cee+998pz8jt27Pj444/lgPzNN99sOmHeu++++9RTTwHAAw88sHTp0maOrRUCE8CvWbNm5cqV6enpCxYskFu2bNkyc+ZM95756667bvny5SEhnTMBiFDTiMvlm6me8DxTUyWFRTTzIqxPnrw6lDI11WJ9AP+71fZYQXE+X5fU7TKd9t8JsT0aLyCXQsMdU2Y03Z0UFuG4blLT5+Tx/AGbo1wQMzWqYQa9pvFNtE8qq18oKRPrdwrst9s/qaz6MjlxpLFRmM1lZ6n37GSqK6XgUH7QEL5H76Y7bSmR0tvzCnZa7Z6NLkr/r7zSLElvxEUDwD8TYrZbbcW8dy76CI59N76h5vwbcdG1oriuti4xR4ZG/Z/EuKB2uyWBEEIIIXRBsNls8nL0xMTE4cOHN33yjBkzNm7cCADLli2bMGECAPzlL3/RaDRPPvlkcXHxa6+95nny5Zdf/tVXX7F+EiG5LVmypLS0dO3atZWVlYsXL3a3a7XaL7744ocffvAM4AFg2LBhGzduvOuuuwoLC7/44gt55lzGMMzDDz/sNYym9ezZs1+/fkePHgWAxMTEUaNG+Z4zderUd955569//avD4ViyZMmSJUvch8LDwz/55JMbb7yx+T22qwB8tf3LX/4yZcqUzz77zJ1asLa2dvbs2e7oHQA2bNgg//oR6oKoSkV1Ou9WhqHG4OZfRNL6XMF9/fpD+S7+jrxCd/QOAIftjtvyCm1KZeHawkHpC8VlQ87k3Jdf9Hxx6c25BcPP5Pxqaaghd9Lheq64VGy8z98u0dvzCuweO8m5E0d133/D5ucSs5ktzNeu/k59QGHzUlt8X1PrFb27fVpZddzhBIBfay2+0TsAVPLieo8XZWSYL5ITtmekfpqcsDY9+bduqZdhXneEEEIIXfLWrFljtVoB4Oabb/7TZdHTpk2TA/JVq1a5V4M//PDDu3fvnj17dnJyskajSU1NHT9+/L///e99+/Y1UT7dTavVrlmzZsWKFRMnToyOjlar1QkJCXfeeee+fftuvvlmxaeMGTPm6NGjTz/9dL9+/YKDg4OCggYOHDhnzpwjR468++67LXr54LHu4I477vC3g2D+/PnHjh176KGHunfvLqdv69GjxyOPPHLkyJGpU6e2tMf2Q2jLM3V52r59+4gRIwBArVY//fTT8g6BpUuXPvTQQwCwZMmSMWPGfP755//4xz8AYN26dePHjw/EsC9glZWVbXzPAyIsLEz+l+l5n+VSptn8i3p/o9yYfM8+jsnTlc8WRfC50cjmnNN/9z/fc6WQMOt9j8jZ4x7ML/7OJ1M6ALwaF/1ARKMCb4TnmbISkCQpJo6qW7yL+7784lU+HbFAVqUnyfvPZ+QW/GZRrgk/Pyr8hZi6hPbG9/9FrI0qTVBOZXnsac+X76D0K1P1UYfTLIo9tJpbQkNS1CpotjvzCtfVWgiltxblPXT+TJLDdtIQsiij928R0QDwVHTEM9GRd+cXrfWoD+dphFH/fWqS4iHUUjqdzmAw4GdCewgPD2cYhlJaWVnZ2WO5CEVERNhsNrtd+VYgajX5MwEALBZLF6l+fDHR6/VardZkMnX2QC5CkZGRACCKorzlu3MRQiIimrucE6HmaOsS+nfeeQcAEhMTt23blpZWlwRb3g5xww03PPzwwwDwxhtvHD58eP369R9//DEG8Khrco0cwzjs3ImjcvJ5IaOHc9xEr3NITbVm269czjki8GJUjOvqUYJHMjwxORUI8c1d71krbptVOWb+scbsGcBzOWe161bLkTPV6ZxjJ/I9+zT/tRx3OH2jdwAQgT5dVLotIxUATvj/KvaHta4UJ7GYvaJ3ACACz5oq3Xvy99jsDxQU57vqpsfX1FreKzc9GxP5SKRPnnw/8lw8ADyae+bNU3VFRGKcjhF7ym4YPHJLREyeSwCAHKfL39NzXN4z84TnmSqTZDRSPe5+RwghhBBCF5W2BvDydoVHHnnEHb07nc7t27cDwLRp09ynTZ8+ff369WfPnm1jdwi1E8py9olTyTWjmWoTDQmTfBK2E4fDsOwLUr/RnS0p0n3/tX36rUJaRl1LZcWBoLCBtd630itcLveecoufkuaVYsOielJbo13zPalfsETsds3Pq8SIKKlxHrsmLK30ezv/pMNpESUjy2hdvL/8fLxYv55fqwOGAZ/l/VJ9pZAKQbz9fGG12ChHnpPSV0rKk1SqG0OCmjNaHcMwlL54tlFxUQboS2eObRkWI6f40/tPJeh1iDtxVPvrOuJwACF8vwGO627olMp5qNUowHfVtV9WVZ9xuEI5drBO+3R0ZGJL1nQghBBCCF3E2roHPi8vDwB69erlbtm7d6+8WUKu+CdLTEwEAK+yAQh1NTQoWExK9Y3eAUB9YA/xSlNHqWbrRvcjkUrP9B4gNA4X94RG/D05w/1Q6yeYjGAabqVVZZ0mjYtPEFE0nTre/Fexz9bUQsdfLRYAuMaqnHKPUDqE1EXslOOE1HSvE8S4BHdG/c9N1V7Ru9vi8uauEx6g0yTbbUGCANDo7kYfSzUADNLrAGCw3m9+gcEeu9yZKpNu/WoiLy6gVHXkgPrg3mYOA3UFPKWzzxc+VFC802qvFMVzTtc31bXDz+Zssdg6e2gIIYQQQl1CWwN4uSqg586orVu3AkBsbGxGRkPcUlZWBgDqlm/lRaiLYEqKFBorK9zB9hmVdntY5Lx+Q0yqur/zHWGRsy8ftt/QcDvgaoNyHbVRQXXtWU7Xt4WFvif8UlxyyN7c/YdmsamUeCW8CAC3cGRIlcJW57sKc2Z47NRyXD/Zs4KdFBbhmNSwsmafze+O02MOp6N5uR7uDg+r1Ol4hvEqwJevNcSquCnBRgCYFxGmmExex5BHohrW6rP5udD4hgKbg6t+LiSfmqo3mL13bdgl+nBBkTXQiR4RQgghhC5EbQ3g5fp7O3fudLesWrUKALxyzu/duxcAUlJS2tgdQp2FKhZ+ZBiob9dXlALA1wkp3UZNGXrVdT1HThozZHSezqD2WB7/eFS4ivGehA9n2bnhdRvgny4q3WkM9e1nb3DY44UlzUx+2HQtdxUBABjcp9+qA9vn5p9j6sNsnSi+cPb4P08euTysYQDUGGS7c559+m3OMePt02ZZ735ACm0ImJsI0SmAvcn7CG6ZGvXrifHfxyZ7tS9PTv8kKd7AMAAQr+K+SUlMbbyOOkGl+iI5Id3jtiDlvBda+7agrmxZlXc1R1m5IG7GSXiEEEIIobbvgR87duz27ds/+uijG264YcyYMR999NH+/fsBYMqUKe5zjh079tFHHwFA794BriCNUIcRk1JUp094N8Yl0Pp87KmSGO/gi7Q6O8seCm7ISDe2stT9c3+d9pvkhL8WlbpTr12h170dHxPJsQBQ4OL/sNpIVNyWiOhRlWXuZx0IDvsmIcXlcB61O/o3oy7aZTrtWf9Z3/rptADA6g3qjJ7vH9v38pljx4JDNJLUt7YmRHDZx0wQGp+/zWbfqAs+z+kSVdwom2NcUENmuFS16g/lrHwQzrGh3J9UBHW7JSzk6KSpf6xfPTw/h1DKM8yvPfrPHDc+ySNiH6LX/Z6Z9pPVfloURQo9OHaSXqdrfDdETE2negOxNYxJ6N2vmWNAhOehslySREalkULD/vwJ7cA3JaHbOacTwNiRg0EIIYQQ6oLaGsA//vjj77zzTnV19bhx49RqtcvlAoBu3brJM/Amk+muu+7atGmT0+kkhDz55JMBGDJCnYG/bJDq1HG2IM/dQtVqx7gb3A+lqJj/7Pph6qARksdG9z7mmieryz1nokcaDb9npJ1wOot4Pk2t7qnVuM/OcrooACXkpkEjHs89Pb6smKX018iYf6X3dBEGAE45nc0J4O8OD/2hulZxcry/TjuovuK9a/xkhkrRJ4+NrnAAADCMa+g1wsAr3SfbJfpQQdHa2oYlzR9VVo82Gj5Kipcn+W8ODf6fnynTGSHBLcod1y8kGGbNttrtTG21FBZxldJ2Gw0ht0WGG41GALBarb4lo6jeYJ9xm+bX9WxJkWQwuoaNEDJ7tmQUly7VkYPabb+C3cYDGACE9Azn2IlSiMJikHalY4jFz7oNA9Pc+0EIIYQQQhextgbwISEha9asmT59ellZmRy9GwyG//znPxqNBgDMZvPatWvlM5955pnLL7+8jd0h1GkYxjbzDvXBvVzOWXA4pLgE55CraFCw+7gUETlWcG3buWlRRp/DQaFhAn99efHT504wN0zzCknUDLlcp73cNxSvj/ztLPtGt95vdPNesdK8TeUwRK/7a1jIm1U1HKVpdkuU03naEFypVkdR8T+JcQ2T1izrmHST6+pRbGkxZVnP7HSy54tLPaN32WaL9fHC4s+SEwDgKoP+3vDQj03e+fB6aTVPR7em5CnV6USd33x1zSHGxNluu7stV7gEqQ7t02782bOFyz7LLvvCetf9VKPpyJEM0+tX15qVDxna9IeBEEIIIXRxaGsADwBXX3314cOHf/7550OHDsXGxt58882ZmZnuowkJCQMHDpw3b96kSZPa3hdCnYllXVcMdV0xVPEgcTqJzXqF0/n9/u2e7fz5bKF7s+aBMzT1087UK6Fbne7a5kZTLx7fN+n8+US7Pd5pAwBKyN6Q8BS7LSj2TjEqxvNMKTRMcb20SRS/qVYoJg8Aa2stuS5e3pG+KD7mKqPhjbKKLIdTAohg2bvCQ+dHReh8tvqjLkqSNL9v9W0mNdWqw/tdg4d35FieiI5Yb7a4fO5UTQoJ6tvsP36EEEIIoYtYAAJ4AIiNjZ07d65ve0pKSkFBQUC6QKgt2Lxc3S9rwGwGQqTwMMfkGVJ4ZGC7YIoLvMq/1XWde66ZV0hScUP1ul02OxCFGL6HVqMwae8Hl312sLkh/CaUDq6uBADn+RyvAN6fw3an6H/G/4DdLgfwPKUnHI5yXpBXGZiplOV0VgrCxV+4WxS5U8cZUwUNCxd69XOnQrjgMKZKYlfOD8cW5nfwYPpqNV8lJ/y1uPR8/WZ4BmBWaPCi+Gb90SKEEEIIXfQCE8Aj1JWpjx/R/Pyju8w4W1Zm+GSp9Y57pNj4APZC/FREJ7zfvFy+3oqPmZSTXyOKXtG7lpB34mOaP6lNbMohGVNS3MwruGhTOeRdFABApPSO84W/WhqSxrkkuqbWsstmX98tJVnVKIZnc89xOeeoTs/3H0D1BriQEVHQff05W19ZUNq3y3b7XKq6IMtkEkn57xYAQBD8Hmo3o4IMfxjTfrNYzzhdoSw7WK/rrrkg31iEEEIIofYQsAA+Ozv77Nmz9M826V5//fWB6hGhZpEkzfo17ui9HtV//43l4UBmVRQjo4EQ333qkjFY8XxFPbWatWlJfykq2WtrqPreV6t5Oz52oL650+8AAL5FsykAASI1NyTLUDe1nj9DrQKAb6trPaN3t3JBfLao9OuURHeLeu9OzdaNdT/v322dc7/XfvsLi+rQfnf0DgBMeZl6327nsGs6cUitJoWFU5ZVvP0kRUV3/HgAQEPIdUHG64I6pXOEEEIIoS4tAAH8jh07Zs+enZOT05yT/zTCv+hptS0Jw9oNqc+XpmtbzrCujzl9ApTmGInNqiMUtPqA9aTTAacC3l2/rS7wJalpLXqTB+h0W8JC85yuE3YHT6W+en2qRt3iDeUsA0LjGJ4AADDhkc0cTF+dbpjRsNNi9Y3ee+u0V4WHMwQ+OnceQDnC32S2WjhVlIoDAKCU3VWXF4ACEJtVf/ywNHJsC18SAADH1X1kqVRtW6IvSUQQqFKu++ZgK8q9WlSVZUyX/6dUwvMRHKcijX9bOh1cPgj27/E+m+PYIcMv+s+HDnPpfOR2CkJIWz8TkBL3u6pSqQjBzCYBJr+r+JnQfhiGwbcXXZTaGsDn5OSMHj3aqbT1FynS6/Vd6n9Bg+HCXsz8pwTe5W+JsA6ACejLd3Fq2hDA1/2W1cEhbMt76WUw9GrDSPjkVCn7rG+7Jj2j+S/5v316XHvoWJG7pDwFIBCh4v7Xp2eQ0QAApx1OAOV8exQgh9JUuS/e5f6IkM9VOexcy9+T0zb7W7n5hy1WkdJ+RsOTifH9ja359YnbNgsb14HLSRKTVbPuINEt3l8tREV5/VFxEVHaLvxP6aPi0heyz5fzvJoh98bFvpWeqmeZhsPTZvJOp3TssLuB6A3c9Fs1SSmdMNaLGiHkov/I7SxqtVrd2lty6E9pNBpNx9akuHTgZ0L76SIfuTh5iQKurQH83//+d/mr+U033XTfffelpKQwDPOnz7qUmUymrvAvOSwsjGVZAKioqOjssbQvRqX19+FtcgkQ0Jevi43lcrzDZnNQsNDhbzJ3xTBdzlmvfQPUGGyKTWj+Sw4D2J6e8q/yyg1my3kXn6DmxgQZ/xodEe6wVzjsANBEljsA+KO0vJ9Yt2LfEJfAFDXks7RGx/EtfE8+rax6sbTcJdX1eNBi/bq0/LnoiMeiWlavjs3N1v+0Sv6ZFuTZ//uR7e4HWnQFACAZPQ07tpH6QvRUpart0Vvqqv+Ufq41z8urW/Dvkuj7hcUWu/1tr7RwE25k+1ymLS6gvCDoDXyvvlSnC+y/jktceHg4sdtBr6+srOzssVyEIiIibDabvf6fJAoUnU4nxz8Wi8XhcPzp+ahF9Hq9Vqs1mUydPZCLUGRkJACIolhVVdXZYwFCSEREa2rrIuRPWwP43bt3A8DUqVO///77QIwHoQBjq/3+18iWFouJyQHsy3XVSC4vBzy2E4sJSUJaRgC7aCZit3nv+gcAkYcW3l8LZpmXY6Nejo3yPUR98gp40XjMzNsn3sj++J22vJQyjO2KYVLPPi0axlGH87niMq9t/QKlr5ZWXKnXt6hCOJeX6/mQrSgjNmtLk+rR4BDbbXerd25nysukiEh+6DUBL2oQQF+Yarxavq2uWRQXrfZYClQuiK+x2p+DY82SlKlRP+kSpuKqwwAhFrP2t1/57DPgcIBWq0vv7hgxhgbhFn+EEEIItUabAnhK6blz5wDgvvvuC9B4EAowfyWyAIDYFBKwtYUYl2CbOVuzbTNbWgIaDZ/Z03n1qJbGzAFBaqsVGu124nJ5bvwucPFLKquO2B0aQq7Uax+ODA9pdjk0AqAmxLdkt1uv+nQPZlF6zsYvv+LaKJejllMFqdWv15inhrQggPmvqdpfTvzPTFUtCuCp13Y4loVWrQuVwiMdN0xrxRM7Xr5PHQSXREsEwV0mwEnpjNz8E466bQ6nHM778oscNO6W0BbkX0SKmKpKw/8+A/enkMPBnThizDlrvX2uFBbeqUNDCCGE0AWpTQG81Wp1uVxQv1IFoS6IBocAKCdaoyGhAe9OTEyx3XZ3eHi4w+Fw+Knl1rwLiUxVJZGoFBHZihrjUoTSnHlIqGf0vttmvzk3316/KP13q+1/VbUbuiUnKOWC8or8ZVcb9JuVstADgIYhg+rT5v+1uPT76loAKFNrAcAhiA8WFMeruMH65gbeJx1+s2ycdG/Rbx6+72XqfbuIxSw/dF0xlLIXeTXNHhr1mcbvkpFhErmG3/K3VTUnGr3DFIC8VFI2KzS4C6XruDBptmwE33uIdptmywb7Tbd0xogQQuAxDAEAACAASURBVAhdisxmc2cPoU4QrkFrszZ9c1Wr1Uaj0WKxHDx4cPDgwYEaE0IBJKRnUJ2O+OyNlCKjxejY9urV4QA/ZeH/FBF41a4/1Ht3ELkKN8O4Bg52DR9BNS2oXyCmpotRMWx5qWej64ph7p+dlD5QUOyO3mVlgvBoYckPqUkNg7FZNds3q7JOg91GtTohLcM5YnTdPRGAN+JjrsrK4ZUm4f8WHSVnOz/ucMrRuyeB0tdLK1alJfk+URHrP45s6fIGqtNb75qnPrSPWK1iShqf2bOFF7jw/CU68hez1UWp+zbW09GRjMdbesjutbWVAIBJEHNdfJoaM3u3HhEELvec4iEu9xwReMrh24sQQgihlmnT4l61Wj1r1iwAWLx4scViCdCQEAokqtE6Jk6lqkazx1RvcEyaBu1QDoDLOmX4+N/8K8+yi/6m/XEFMXvHrn9CFHXLv9Ls3FYXvQOAJKn37dJ98znxWQjdBMpyjptuEVK71T1UqZ0jxrgGXOE+YYfFVuBSuOB2i62Er+uaqao0fLpUdeSgPIVIHHbVyaOGz//DlpXIJ6SpVSvTkkLZRh8jDMDzMVHzIsPkh/4mz0+0pHRFP//FF/trW7wAnuoNzuEjHeMm8t17tcffQFfTV6tZm548LsgQr+YG6XVLEmIfqP/tyHSM8pug99OOmstu83sjTxTBGuAtPAghhBC6FLR17eg777yzf//+Q4cOTZky5d///nevXm0pfYVQuxDSM633Pqzet4stK6EMIyUkuQYOoe1QEYc9n6P7cQXIM9KiqDpzkqky2e+413cNPLHbGXOtFBLqNQzVsUNsYb7ClcvL1Pt3O4de3fzBSMEh9ptvJw47sdmk0DCvrfjl9fnhfZWLYqyKAwDNpvW+GQSI06n5Za3tjnvlh0P0uqM9M9bXWg7bHbWi1F+nGWM0JHpM22r9pADQtiRyvjs89POqapfkPdXPEnJfRJjiU5CnATrt1ymJ/o7GKs0D6xkmmrvINxe0O50OGAYkpQQODANdoLgRQgghhC44bf1+tm3btueee+65557bsmVLv379hg8f3r1799jYWH+lzl999dU29ohQK1BjkPPace3di2bPH9B4PTlbXsqeOyN0b7ixpTp1XL19C1OfG1+MjXeOus6dDF915pS/i7Onj0NLAngZ1eqoVmGreZJFXhrgnRuAUBovigBA7HbufLbySEqKmJpqqT6DgJaQqSFB1wcZbVSK8LlV0VejYQB8I5gkpZ32/mRo1EsT4+YXlpjFhivpGeaN+Jj+uhbsLECK8pQWd9gk6bjD2bflCxy6iO0W2+IK01GHAwD6aDWPR4aPNHZ0wEw5lZCS7ltaEgCElDRcP48QQgihVmhrAD9p0iT3z6Iobt++ffv27U2cjwE8uogx5WW+jWxFmTuAV+/frdn8S6OjJUX6ZV/Yb7pVSOsGAMTsXfGr4czaFq7Gb9LgovwMqj5r8M4jMqmsKMbICWkZjNUM/jPMk5pqqA/gTzmczxWX7bDaJIAkterFmKhpHhnm3y6vUEwgv89mP+pw9mt2fDglOGioXvdZjfmEixcp7a1R3xVsVMy3h1rqpMOpmOUx2+W6QAP410orFpc3lFvfbrFtt9geiQx/SakgYrtyjrqOLS4gjQtoU63WOer6Dh4JQgghhC4ObQ3gjUZjQMaB0EVACgpmrd7JIKT6lG/EbFb/9qvS0yTtL2ss9z0KLAv+M9VJ/veBt4LFZotmJd8APsFplxwOAJDUTUZu9cXYKgRxem5BWf2O/XwXf39+kY4kjA82AkC1KH5fo5z1VAL4uLJqcUIL8ghGc9xLCXHyZ47VarX7JCa8lFWKokQhimtxwQIASFSp9hCFN9N3PUXbmUVpk8V6wuFwSLS7VnOt0ZCkCvBC/d02u2f07rakwnRdkLFFRQfbToqItN45T/PbJtW5MyAIwKn4bpmua8e5PxYQQgghhFqkrd+cuk5NAoQ6ndCrL1tS5NlCtTp3Jjnu7CniZ+c5MdeyhflicqqQlKwuKlA8R0xobs52N5dETzmdlYLYXav2mqw+FBa5g1WIZD5LTH82LMwAQINDpIhIprLC9xxqMIr1Zeo+N1XXRe/1U7gU4B9lFXIAf8LhVMxRXzcG7+TnFxK2rFSzdQNTUS6FRzhGjJXiEzplGA5K3yqr/LqqukIQASCCZWeFhTwTHaH3k3pA0bggww813us7klWqK5td56+ZVteanywsrfbI68YS8mBE2IsxUQHMl7fCp+qB27Lqmg4O4AGAhoQ6pszQh4YSqwWMQeaqqg4eAEIIIYQuJm3KQo8Q8uQaNIS//Ap3YnNqMDom30SNdbPcTHVTX9zlo3ym3zSQQkaPFg1mk9k6NCt7zLnzM88XXH46+978IpNH4FQcqxxwOhkmp35tvHPkWMUk7Y6RY90p8Y65k8x7nHja6ZITzjl90s55aiK27+KI3a5f9gWbm0OsFib/vGHFl6QzbmU6KL0pJ+/d8ko5egeASlF8v8J0Y06+TTFxmh8zQoNvCWs0IRzMMh8kxakDmqJ/g9kyL7+4WmiUlV2kdEmF6eVShb0nrZbjcvk7lO3/ULtjGBISCi25sYIQQggh5Ku9kgwLgsBhBmN0qSHEMW6i64ohIRazi+Ns4VGeSea9Stl5U6kAgPpfWEvDIjwflvDCPps92+WK5rh+Om2fxnuVTzicc/IKnR4R8o815lpRXJaaJMdk/7P5nf1eb7b21WkBQOjW3T5tlnbTOlJbtzOfGgzOUdcLvfq6Tw5nFQKSIIZRMwQAMtyjUtpinaFp8g3pbGZRUjNEoxTEqvftAoddfkUEAFwuza7tjnETO3iESyuq9ir9Hg/ZHf9XXvl8TAv2e7+XEDs52Pir3Vkl0QwG7g4Pa91qfH8kCs8Xl4mU+v4ZAMCHldV3hIVmBujvoYnVBwaMnxFCCCF0gQvYt5nz588vWLBg1KhRUVFRLMuqVCoAkCRpwYIF586dC1QvCHVxlaK4klG/HRH7vjFspyiJHiG0lOC3jhcQIq+QpwajGBPne5yGhIoRkfLPLkqfKyodeCb77vyiV0srHi0sufZs7g3ZeTkedd1fL61wUhrntBsFgaU00uUMEvgtFttWS11ZuMP+l68vr25IpEdDQkHwWPYvCF57d0crZfYeG1SXGiNJxQ2Rl2ErhW03h3bFbcBmUXqxuGzAmez0k1kpJ7KGZ+X8p7JKbLxYQHVkv9ezVCeONJHzr50sq/ab8nCZ/2Xk/lwXZHw3JfGHvj2fjo4MbPQOAEccjvMuhVz3MpHSn2q9k0e02lD/K/+bOIQQQgghdEEITAC/aNGiXr16LVy4cOvWrRUVFVL96k1K6cKFCzMzMxcsWBCQjhDqshyUPl9c2v/UuXvzi57JPv/U+YLJ2XlDs3I2ma3yCUJKuhgt52zzjvT4nn3cgbFzwo3Ua/UKw9gn3uhefHt/ftHHpmqv9ed7bPYpOXnFfF2wfdThjHI5izU6C8eJhFSoNWZOleiwH6lP/Gb3v7i9zGORs2btSmKzuh8Sp1P300rPutaTQoLuDA/1fHqmRv2qR67vf8bHhIiNVk3LphI6KbjLpcA0CeKEnLz/VFYVuHgAECnNcrheLC6bk18k1L/hxGohNpv3M10upsrUkUMVKM1x+l0QXsQLLVpF395y/Ufvsmyns+kTmu+OsNA4pcR4sSpuTuO/VYQQQgihC04AAvjXX3/9+eeflzNCZ2ZmTpkyxfNoUFCQHMY//vjj/8/eecdHVaV9/Dn33uklM0kmvZIAho6AIh1RESkW0MWuIHZXcHfdXVfXXcuurr28umJf7AoqoCCCSBEiTXoLkN4mk8n0cu/ce94/JplMuTPMhElI9Hw/H3Hm3HamZn7neZ7fc+bXIhDOOshmpUwtECpKvRhfU1X7ZquFDdXVVSx3XXXdJ21WAACKcl9xDZ+ZHRaP9vXr770kqB2jIcN1yx3cwEFYo8FKla90oOvGRXxeoX/rd3bH6iixyibO90Rzu+ecwWZpibCRb5TJvVwgnI4D/4QRWBpALifd0hz+8K0Wyhxi8f1cTuZnhXl3pOmv16c8k5P5Y2lRalD89hy5bPOBny9taWQ6TmtgPY8d3/+W15bMAusk8Y8m4zFPqJJEAABrbY73zZb2EYYRtQbAPdvTjkaIjl6jjgCYpFawnyGnraeSJi+5XUtTXxTln6sM6dowUiH/vDAvpRt89QkEAoFAIBB6kjMtUz969Kg/uj5w4MDXX3996tSpAIA6fjjSNH3q1KkFCxasWrXq1VdfveOOOwYNGnSGVyQQzhZ0c6Ns7Sra2AT+Ts4TL+RGjPZvetVk3u4U72qGAR5sbJ6oVuZKJDhF57rxNubIAaa2GtlsWJ/qKxng7wAfjKBP88yZJ3q25TFTo1fZbM/jTBlCXjHtxiOksbVBTmZbYPVBbLfOUHO0oCgbPj5Vo5qqEcml99NPl/LVrs1eijqu0uh9XJ7bBQDOseNEVg94HjkdWKMVVcjgD4m73QKGrG7IV3cKwoooTe8AYFmbdWGaHgCwTC5k51AN9cGF/UK6AWu0SZ9SDBDAUIVsTxQvg3Nk0uRa0J0hgxSx3BAAoCyphggDZNI1xYWbnc4Dbi8ADJHLJqtVSTS6JxAIBAKBQDhbnKmAf+GFFzDGKSkpa9euLSoqitwhPT39iy++GD58+NGjR5977rm33377DK9IIJwVkNulWP4x6mjzjjwe+fffglLFDSjjMX6rtcNhXkyfuAW8zGz9S2Y6AABCvkHDfIOGdW0aFdGzpv0XqmO5EpmUiiJvKZYDgG/sseqNBYBazpcvYQSdHisUKLTdOqYZnJGZ0JzZCVOZUxUyr3eovb1mmxs4KKzvGmW1yDauY04eB0HADOMbdq53/GQs76xYxgDvmS1PGU1mHw8AGpr6oyHtjjR9jCh0olSynDf6usAxLytg8ItA96WXKz/9X+DNgBUKz8wrkzWN+Fmg1+1xNYluui1N38OTiU0/qfQ8pWKHyw1I5DOipqg5KUle/qAQTFGrpoh5NBAIBAKBQCD0Xc40a3Hbtm0AcMcdd4iqdz9SqfT2228HgP3795/h5QiEswVz9FBAsAWQ7CoHgBNeNtDHK0SZBInB7S7x+HyixIw7Y/9/W50unUf8cltZjse4hRVvRx+gkeMAABDyXHhp2CZ2ykWYSSxXXNDpXTcu4gYNFfRpfHaud+olYXIXedzKT95nKo76q+uRzyfZs0Px5afBxfb/MZoebGg2dzzPdl54tKnl0aaWhGYSm9PG9HHHLkJaunPhPZ6LL2NHj/VMu9R5270d7gadcBgvbW27pqp29qmahxuNRt9pnvMucI0+5Vaxou5rddobe1+x97M5me0Z7KHqHQH8Oycz6bZ5BAKBQCAQfh04nc4lS5YUFRWp1epJkyY9/vjjHHcab50A+/fvv+WWWwoLC+VyeUlJyZw5c3766adunW0PcKYR+MrKSgAYNWpU7N0GDBgAAMePHz/DyxEIZwu61RQ5SLWaAKBVzKQNIESomJKk30pl0kOeaHZfSI5QvlTy72aTk2bSWLZVGpKWPMvY8K0h+2eXu0B6GgWu6ShI9g0a6lKqpLu2U5Y2nKJjR45JtB29H0GfGiNGLf3pR2SzhgVm6boayaF93NCRANDm4182iVjEvWW23JWuz02w+Pyol11jczRy3BilYpZWo+hIrS6WSqQIsVGC8P2lkuBoP5bJAgUUkfAYz6uq2+Zs97ord7k/s9o2lBTli5mrdRkE8J+czKlq1UcW6xGPV8C4TC6/Vp/SC90BAaBMLvumOP8PDc0/By1m5Uslj2UaZqVozuLECAQCgUAg9Fpqa2tnz569b98+ADAYDFu2bNmyZcuGDRtWrFiRmpoa+9jPPvvshhtu8Kv9wsLChoaGU6dOrV69+pFHHvnnP//ZE7PvHs40Ai+VSgHAao3azchPTU0NBNXGEwh9DiFFJKTpH4zHGStFrF96F7hKVOp0SM6ZKRoZQgc8nn1a3di2ljGWdrc5KRaua6jak6ITENrv8Y5VxWqmpaKoAUEFyXxRP/e865233eu6+oauqffTwtRWA4iUHtA1Vf4bezweVsw2n8f450RSG5w8nn2qZmJF5b+aW941W+6ua+x/pOLdDnc6NUVdET2R+4ZEYtoftFkD6t1Pm4//a0O4I2BSmKFVLyvI3TWg356BJR8W5vZO9e5noFy2ul/BnoElywpy38jP3lRatKN/MVHvBAKBQCAQonHzzTfv27dv0qRJNTU1RqPx+PHjgwYN2rRp05IlS2IfaDQab7nlFo7j5s+fX19fX1VVZbfbn3vuOYTQ448//sMPP/TM/LuDMxUV/fv3B4DTPgXl5eUAECPNnkDo5fgGlGFJuM+Wb8hwAOgvk57WIGuUIjkNqGdoNZdGKjQEAGBg6Ecy0wGAxQAYvsnMrVaqLm+uu66+amyb6ZPswgaZEgC8gpArkcyJrpoWG1KTWFgeF9HSEzrGvdE7orGJmNlNO1lVHir4vRg/2ND8RYc14GPZhhIxN7UL1SrRZPVolIstK5S73D3dKb5Xki9hLtWqr0rRDpLLepVVPoFAIBAIhF7F9u3bN27cqNfrV6xYkZ+fDwD9+/dfvXo1wzDLli3zR4ij8fbbb7vd7vHjxy9btiwnJwcAGIZ54IEHFi9ejDF+5ZVXeugxdANnKuDnzp0LAJ988snKlSuj7bNp06aPP/4YAGbMmHGGlyMQzhZCis4z+yqs7PDEoij23PPYkWMAQIrQpNheWQiu06ckZRoI4M38nJtTdWEae6RC/nVxgT+ZvFgq8Ut6o1T+dWbeR7lFm1MzhI79S6RSAHgxJ2uUmHSaq5Ddl36afKRo+LrqDM8bxF3xAm55ZXK56A6QiHv5GpvjZBQLwL81Gv030mh6bb+ChWn6tI6sinwJ87fM9A8KcyWJSE2P2IoDiwWhG8zzCQQCgUAgELoVt9u9d+/eU6dO9fB1ly9fDgAzZ85MS0sLDBYXF48fPx5j/OWXX8Y4dvfu3QBw/fXXM0xIAeO8efMAYNeuXd0y4x7hTAsy77nnnldeeaWurm7u3LmLFy9evHhxbm6nuTTGeOXKlQsWLOA4Li8v78EHHzzDyxEIZxFfyQDnbfdSjXUUy/JZOYK2U5MvSNWtidKeHQAyaKZMHt6VvcvIEXo2J/P+9NRdbs9xrzeTYYbIZaOUioC+vEqn3Rqavx0glab9/d40NLXynP4fbdn0LaIPaHRygR9qt/xOqZg5ZGyi86liuX82t2x2OD0YD5LJ/pSRdolGPIsbOR0gk0V64HHjJjEnj6NQKwGs0Xo7isyLpZLpGvV3Eeb541TKYYqo2j6Mj9osog3MAMDM805BUFEUAOho+qnsjKeyM0w+XoqQtku1D+cqFKsj3g8jFPKeTm0gEAgEAoFAODPWrFlz7733trS0AMCECRPee++9jIyMnrm0X4RPnz49bPzSSy/dtGnTnj17Yhzrl59lZWVh4zKZDAD4aA5WfYEzFfAqlWrlypXTpk1ra2t79tlnn332WX96AwCMGzfu1KlTzc3NAIAQeu+99/T63tXZiEBIFCyT8UUlkZ/4C1RKJUW5omR6x8hX7zL5Ukm+VAIgcuZrddr/mS173R4ASGPZTNZ9QqVhEYUwfio7U9VhUCelqVsmT1l09CBdUwU0w5UO5Iv6JTqNBs43/VR1wBx+r9tzfXX9f/Oy5+pCisklB/bKtvyAnA5AyFfUz3vRZYKu89uAN2R6Z10l+/5b5HL6R4S0dM9lV4BCGdjn1bys++qb1gap4ilq1Wt52WGCmLJapLvKKVOLoFJzg4fxxSWBTeaY39SNPl9pqOdf+hn4oi9I071sMluCrogAHjCkd/mEBAKBQCAQCD1PfX39ggULnM72X2hbt25dvHjxRx991DNXr6ioAICAugyQl5cHp/NH//rrr2OMjxw5MjlTPBskwRJ55MiRR48efeKJJ9544w2WZWtra/3j27dv998477zzXnrppbFjE47sEQh9BRlCd6Xpn2tpDd+AQU6hO3u2KTeD0Kyak7OsbZNaWyaZjQDgoph3Ckr0nJfOnhWyK0Jc2VCubGi0UzX7fG+3tu1xe6tZNl8qGS6XL0zV5QWZ2D/SaAyo9wAPNjZfFuTuLjlyUL62o8QGY6byJPX5h66bFmFZZ1YCN6DMV1hM19chu03Q6/ncAgi1BtTR9LKC3AO8cIDjecBDJMzIiNg43dSg+Pg95PMBAA0gOXKAnXihd+wE/9YsiQTAE+2RZtDJ9If/2GKzhCUUALxuMk9WKxMNwfswrmS5Ro4rlsnyJAyJ4BO6Gx7jX9yeUyybzUhGKeVKKjkGnAQCgUDoi2zdujWg3v2sX7+e4zhJgj2AuobfKD3Sbd4/YrPZEj3h+vXrn376aQD44x//mIwJnh2S85s1IyPj5ZdfXrJkyZo1ayoqKk6cONHc3FxcXDxw4MBRo0bNmTOH+M8TfvX8MSOthuM+t4R8lWgY6o28nMLTtW1LLhaen3Tq2CRzZ490peC7t+oYALx44hikXxDnebY5XbfUNrR16PMqltvicL1ntizNz7lY017z/5NYrr6NF/Z7POcr2337pOVbwnagLGbm6EFueEj7SSyT+/qVxp7SaJWyiGEEDBk8743odS/7bhUK9cOT/vQjVzbE3yzg5lTdSqtd9LTZDNO1VPlovBy5lAPwg8N50OMdmkgxxddW+6NNLfUdzU5HKOT/zs4YrUyOISKBEMkRL3tvXeN+d/tSVybD/Ccn4zIt6RRAIBAIv1EiU80FQRCiuwsnF4/HAwAaTfifIa1WCwAul3jFqCgul+vxxx9/5plneJ5/7LHHpk6dmsR59jDJDDoVFxfffffdSTwhgdCHYBB6LS/7dzrtWrvzhI/X0dQgieQ6vTaTSeanLB4svFDscopuouL+pjP6fDfW1Nv48C9oBy8sqKnf0r+4SCoBgPYvdRzeBI7rcGtDPE+ZRdQs3WLk4pwKAAD4MH7bbHnW2OqPbGto6v701LvSU6Udi4PI66VbjOGHCQJVX+MX8JNUyjFKxc4If3gE8FJuViJzacclCLUslyuVqENDlG4BN3LivvonvWz8Av4tsyWs89xet+fyqtrlRfljiYYndAN2Xrixuq6a7fxoNnO+RbWN35VIhyTPxYNAIBAIfYiJEycqFAq3u/Pn05QpU2SyHvqjkJaW1tzc7HCE+wr5Y++n7QMf4IsvvnjggQdqa2vVavXzzz+/aNGiJE+0ZyGpcQRCMpmsVv07O2PD8MEflhYvMaT2vHoHgEyG8USp31bE3c3uzVZLpHoHAEDgwfhVk9l/b4TfQy5UvUspFPi5j2kay+QYoZNKzTcZOT+lGiwSCQBgdWIxvXvrmx5uNAby0u288ESzaWFtQ6erezSD96AG8u/m5w4Mda1nEDxgSJuqidlEQIxnjK39j5yYcKJqwJET/2xqCb62DCFZlJyjFDreunorzz/R1BI5zgo44JnfO0EuJ9VQh6IsIf1asfMCK/T5FgPvt1mC1TsAAAIW46eNprM0IwKBQCCcZfLz81977bWUlHbn5nPPPffll1/usatnZ2cDgNlsDhtva2sLbI2NyWS65pprrr766tra2muuuebgwYN9Xb3DmUfgeZ4/fPjwL7/80tLSYrFYAECv1xsMhpEjR5aVldFx/1olEHoDyOWkLG2CRos12tPv3VtRUGhHXlH/owfCxgUE/QZHLXcPY0sUH3s/mx3t8uwfWYbpJ13eYPGM4UFDmi7os7998PB7FSmH1e1f/RJBuKW+8tHi0vgXb8td7uUWkTKntTbH93aH3/Qey+V8moE2hYpbhIS8duOTZp9vTmXtKTakk5wPw3MtrRSCBzMScJj7tM36nw5Jw2H8qsmcL2EWdDgdUAgu1aq/DkvXx5DG0Ocr4/XM3+p0OaPkp+13exo5X7Yk3m9vVsCfW22bHM5KlstkmJFK+c16XaRF3z639xNjq0kQhjHUXalpTOKru8jnk33/jeTQfsAYEPKVDfVcMhP3SI3cWeRrq/0po+mEl2UQGqOUP56VMTzuzgi9jUMer8gohoOi4wQCgUD4bTB37tyLL754//79Go1m6NChVA96o2RlZQFAQ0ND2HhjYyMA+Lu7x6C6unr8+PH19fWDBw9eunTpuHHjummePUzXBfzu3bv/+9//fvrpp3a7eFmpVqudP3/+nXfe2add/gi/EZDHLVu/RnL0kD+Q6+tX6rlkNo4ouekrDJ0wmT1+SBqqAI/lFp8Xdy1rq088Cbx9a0ckPI2mz5HL9rk7zeG0DDVS3hnn3+v2zMksdAcFJzmKejO/5ISb+zQ8ch+VdREN5II2OQNd67zTZyk/ejc4FO8dO0HQtadX3V3XGKbeAzxjbB2lVExTxxuHXxXRIm6lzbEgyKrwqezMn13upqBEeppCr+Rlx+8H1hJhDRiM0RevgDf7+N9V1+0NeoG+szuWmto+KMwbE7SasKim/iu7AzAAwFcAzxpbVxTnj4o7X8OP7MfvJQf3td/BmDm8X8bQnumzEzpJ3+Izi/Weuib/bR/G253u2ZU160uKBoQmeqyxOT5vNFZ6vMVy+TyVvNeWlIuvtaAo4wQCgUD4zaDVaidMmNDz1x00aNDatWvXr18/f/784PH169cDwIgRI2Ica7PZpk+f7nfRf+2113os7b8H6MoKisPhuOuuu8aMGfPWW29FU+8AYLPZli5dOmrUqHvuuSfMvZBA6G3I166SHDkY0H7MqROKVV9AT1l0JJ1Ufap31jxvUF80W1ZO/pVXx38Gfcz0mVSaBgAzz087WRWs3gHAxgtXV9dutLd/5B9uNLrFUos3OlyRndKj0RpdzZqCNvE5ec4Fd/NF/bBKzRuyPHPmsRPaHUr2uj2bHbFyCl40ihTqR8MR8cawh46kM/SmkqI70vRD5LJCqWSOVrOhBmWeKwAAIABJREFUpPDiRBL102M+//G3uLu3vrFDvXe+Cmaev7G6LlCP8Hpr21dWR9B2cAn46so6NqH3P8ZMQL13wBw6AH25z2psvBj/NaKcwS3gh5tCBv/Z1HJTTf2q1raDTteqVvPNNQ2PihVH9AbGqZSi4+OjjBMIBAKB0K3MmTMHAL755ptgvzqTyfTjjz8qFIrrrrsuxrHvvPPOsWPHZs6c+fbbb/+a1Dt0IQLvcDhmzJixdetW/92SkpI5c+aMGDGioKBAo9EghGw2W01Nzd69e1etWnXixAmM8WuvvXbw4MFvv/1WpUq40JRA6AEoq4WpOBo2SNfX0k0NfE7eWZlSEhh4Dpd/n1B5knI5eUMGKuyHE2kGMUGt/MUdtenaBJUSAP7R2GIUk9YCwJ11jYfOKbEKwo4I07gA39jss7XqeCaTGV2vhgWihdQ019U3RO4WyPmPxk63x4txtNr1MC5QKcLs98erwoPVqQz9RHZGPGcTZYJaqaCQ6NrHYLksN7689KMe7/f2wAMPeWitPP9xm+2udD34PfMjHrddED602G5N1YVvcLsQI4lMjEduF+LCExwQ70NOB9amxDPbPsdhjzfcJwIDICgPem/87HL/nym8cu91k3mGVt0LnQiv1mk/sli3O0M+swaG/lum4WxNiUAgEAi/ZSZPnjx27Njy8vIFCxYsW7ZMIpG4XK558+Z5vd5bb71Vp+v8lfLqq6/yPD9+/PjRo0f7R9566y0AeOCBByKN9P303VrvhAX83Xff7VfvpaWlL7300mWXXSa620033fT888+vXbv297//fUVFxebNm++777533nnnTOdLIHQDlEncFYxqae7DAh4AK1W+wcO6duztqfr3zBa7mI+dDKF701MxwNe2qAk4Zp7f4XJraTqGr1c9G68P/Uyt5sUWs+ipZsa3BBA7Ix0AeIxbOF9efA3/7jekbXa4AmsTwxTyhEro40FH0w9lGh5pNIY5/EsQejLudYFd0ZdgAGCHy3UX6AFA3K0QYH9o5TNTcVT243rKYgaE+Jw870Uz+IxO936sVGGlKsy7DsvlfdpOIjbRbBODx9fYHJF7YYBvbfZeKOBphN7Pz33CaPq4zcphjACmaFRPZmXEn/FBIBAIBEJyWbZs2bhx4z799NM1a9YMHjz4l19+8Xg8/fv3f+aZZ4J3+9Of/uTxeJ566im/gOc47ujRowAwbdo00dOWlpZWVFT0wPy7g8RS6H/++edly5YBwPDhw8vLy6Op9wCXXnppeXm5vz7hvffe27VrV5cnSiB0H1gjHiHE2ojw42kRBMnxI/y6b6htm6jIrmZ9hywJ825+TmR3dCVFLc3PLpFJLT7eFTPF+hTLxTZddwcJHbcg/L6+afixU0VHKkYfP/UfY2uw7BmukC8KqjAHaM8Hv1annRBfcq8mjjbv2rgXYuUIrSou+Kgw77GsjP8V5K7rV6COUtwuYGCj6bzTcWea/v/ysjKDUgwGy2VfFufHn88c+wUKmORJKfG8g6wg2UZXnVJ8/TllMQMAYEzX1yo/+wDZQ5wF2Qsmhp2BHTsREsn76FsMUsjCX3cEADAmKB3DHuUliLZoctbRM/RzOZlVZf239y+uHNT/s8K8/qH1/AQCgUAg9CSlpaV79+697bbbNBrN7t27s7KyHnjggZ07d6alpcU4qqamJlrg/VdAYhH4Dz74AABoml62bFnsZy1AamrqsmXLRo4c6fP5Pvjgg0BWA4HQe+DT0oXUtLB25VilTjT8jjxuxWcf0M2NAgACUFGUd8IU9vyz4PmRFCarVZtLi5a2Wna73NUcly+RjFTIb0/TF0olACCJovoCMEESUZTajgh8HcdNqqgKSB0nLzxjNH1htW4qKVZ0XOWJ7IzRSsWzLa0VHi8G6CeXLjak/S4l3ujuyNP5sZXKpJGrFTGgEFysUcUoa19htb3Zajnk8bAYiqWSm1N1C1N1kgTV7DW6lCtStMe8bAPHlUqlRVIJncgZ8mNm2hd0WCRMU6kikykoQMH587Jtm8Ijzm6XdM8O7+SLAgPsyDGYoqQ7t1NWi6BNYcdcwI3o4hd+I+c76vHqGbpMLouzrqHnkSP0RHbG4vqm4CwJGUJPZmcG9ommfgf27mI8KYVKiW4nEAgEQu8gJyfnzTffjL1PcKd6ACgpKcFdjaD0fhIT8D/88AMATJo0aejQeJtRAcCQIUMmT568YcOGDRs2JDY7AqFnoGnP7HmKLz9BNqt/ACuU7tlzcYI/suU/fEc3NwK0l8KCIMi2bOTzCvnc/KRPuWfIlUj+mSVe/qqmqDSGFrGX6xAzQxXy8FZqwZsBLALPYkwDzK6sjQxUVnq522rrPyxsX0NBAFemaK7NNCCFQgCgPJ6wb+rYTFYpC6WS8B7XQdwcWex9BvyjqSW48vmEl32k0fiV1b68KE8VFLOlWozSbZtoYxOWK3wDzuFGX4AjsgCkCA2Vy4bKu6L3JqmVNEJ8lD9gAdf9pQU55cdONHNBLyWCv2ekZTCdfyColubIM7S/2zuPQtyI0dyI0SAI0NUeM1aef6ix5XOL1T/pbAnz7+yMmb3Vtv16fQoN8JSxtZ7jEMAIhfzJ7MyyIOk7X6dd2tpWG/rGy5NKrtX/aisLCAQCgUAgdCuJ/caqr68HgC50EfAf4j+cQOiF8BmZzgV3u2dc7h03yXPpbOdt9/D5hYmdAmP6xPH226hzkAkM/uq4PVUvMooAAAbKZIPlMrNI5XlnNFXA0OLzbXS46qLo6nV2ZwMX3s1ORdOaxE1HpBR6JTdbGiWWO0GlXJg8Ab/N6Yr0LQOA3S73cy2dWR60sVm57E3J8SOUpY1uapBt/kH+9edR66q7xBqbgxezwfPzXpvFf4MC2D+w9DaNopDn0nhuBPZ9U1RwjyEkxworRPL2BWWUBIQz6BB7f33zZx3qHQAaOd+i2sZd0a0Qzzrz9Sl7B/Y7WlZ6alD/dSWFwc35AEBH03ekhX9M7kjV6/qscQ6BQCAQCISzS2I/s6xWKwBkZCRsrZyVlQUAbW1tiR5IIPQYWCLxDRnOjp/CDR2J5Qn7SyGWRV4RzzBktyZjdr2Re9NTzxMz4tLQ1PsFOQBgiOZ91aHPVBS1wxWru9uuRMLssblApfiyKD84qgwACMGVOu1HhXmJJrfH4OO2qK/4x22d0lS28TsUWp3FnDzOVJ1K1jQA4DVTW6S9fICtQX31KIB/FxYcGjvGNG3K90MHnxdhqs8Xl0aewVdUkqSZtrPD5f4mIpmfw/iJZlNyL5R00mg6mg/CqyZzcIs+wPCKSdyRkUAgEAgEAuG0dCVOIomvg9EZHkIg9ELomkr5hrXyNV9L9u4Ka3CNZTKcIhLFFQxd7yV2pvA8XXVKcuRgWHl/spBS6Ovi/L9lpgdMqhUUuiJFs620uEQmhegFwH5VKaWQjqad0UPEAOBIqtfX9w6n0RcS0scYNtgdjb54/fDj4UT0RH2Tj2/zv20wppoaInegGuqSOJM6LtbjYjGO30rNO2kab8gMHuHKhna5x0E0DkTa5mMAgP2eWHb6vZk6lmvifCHLKAiMPl9tzJeGQCAQCAQCIRoJt5EjEH6zSLdulG3f4r8tObhPsm+3+7oFwQ2xvWMukK9fE3wIVqq4ISN6dJYdUFaLYvlHVKsJAAAhdtT53qmXJP0qDEKLDWmLDWl2XnBjISy+7YlpYocwAEBhzM5tsbcmRCPnC89sxwAIbLzwH2Prf/Oyk3Wh2IsOjF/MIQSMBNjwxukQsdZp54VNDmcTz5dIJBPVSiaRTIHTqnNv3Bn7WCZz3Xib5NB+urEOMwxfVOIrGRD/TOJEGhnE9q/1xEgk6N0oozgjKlHXqwwIBAKBQCD8liECnkDoAGO6uZFqaxW0Oj47N6yOlzY2y8q3ho1Iy7d4J14YGOFGjEYsK92+GXEcAPAZWd7ps7AqrkblSUe+dlW7egcAjKW7yvncfN+Asm66nIamNBEZPZ6Y+pBCCABmaNT/bDKyGCCs4zlANkOLpuh3jS1OJxc2n46rbbQ7I/fvMqkMBV7xTTJEBbzufQVFkqOHQueD+IKi4IEfHM576xoDTezL5LJ38nPitwfPZBhr9B4qFKDURIz3gaa5YSO5YSMTOCRBLlAqKLF1hwnqeDvn9TZSaXqoXHbAE/KGGCKXkc7qBAKBQCAQugYR8AQCAACyWRWrltMdCcy8IcMza66Q3mnATtfVRBqM0TVVoWdB7PnjudFjdTznBeSSnrVOUcjno2urwgaZE8e6T8CLcn7MjuV+DZMvlTxkM/9Dkxqm3hmMXxLYJJamW6IHxi08H754cAZcr0/Z5hQv3Q+uKfBOu5RprEdWS+fI2Il8Vk7gbh3L3V7baPXxgZkd8XgX1jZ8368wWuf2MG7Qp/y9yRht67lKeUJN6XqAUpn0fkPqCy0hiRKpDP1Y1tmrQzlj/i8/56rKGlPHKkw6Q7+WnxP7EAKBQCAQCIRodEXA79mzZ/ny5QkdsmvXri5ciEDoITBWrF5Bd5YfY7rFqFj1heumRZju+IxgEfknqn4wTSODATweiGnPdlqQ1wMYd8FODwAQx4osN4Q1/QIAAA7jU15WRlEFktN2dk+Yc2RS8VZzAABwo77dMuBPx/cPQsxfzhlxStmerXCepfW5w7+MyM/3DBoUfMgRt6fC6eYB96eo0gRnmxPdiSNXKkniQ79Gl/JAQ5NXbLngP9mdQhQrVc5b75Ls2003NwlymW/AoLDGB9/aHVaeD32T4cMe72an66Lo/eeDuT1N95a5rUasJl+C0Gu5SasaSCJ/zkjPlkheNpnrWE6K0BS16p9ZhhxJH15rLpNJy/sXr+H4Ux5viVx2qYROIRb0BAKBQCAQukpXfhUtXbp06dKlSZ8KgXC2oNrMdH1t0AACAMrUQjXU8flF/iE+rwAQClPFvrwEW83FOZ9Wk3zdarquBgD4zGzvJTODA7PxgNrMkRnpEOqbddzLPtpk3ORw+RPLFRS6XKt5NCsjucm9b+blzKuujTSqK5FKFxtS22crCHNM9XOa6+sUyjqZcoDTnsp5AcCXlxvYv4nz/aGheZ3dERiZqFa9mJtZECrLq1hujc1ximUzGGasUjExKPV6skqZQtOiKeWzk91mfGle7q219WGP+hp9yphQd3cskbCjx0Y7yXFvRIU8IACoZlmATgGPOI45vJ82NgMAn27wDRqGZe2pHzRC60oK51XWHgxN4U6hqY8L84plZ8dbdJfLvdbudAvCeUrFbK0mbNmIRujWVN2tqTqHICgQ6m05Al0jhabvNhgoisIYt7Z2i6MkgUAgEAiE3wh9OKxBICQLyizepIpqNXUK+MxsdvRY6c7tga1CWjp7wcSkTwaxrGL5R1RHZjXd3KhY/rHz1jtxtJ7bokgkkfkBWN0pU3e6PPOqal1BJnNuAX9isW1xulcX5+clzzpuolq5rl/Rgtr6QByYQXBVival3KzA/IQUPWVqAYA8tyvP3Zm2wGt1gblNPVltCjWQ3+JwXlhRvWtgsb+lNgb4j9H0couZDVpkuUij+r+87FSaBgANTf07O+OeusawxYQCqWRJx1JCsrhMq94xoN+dtY3HPF4O42yJ5B9Zhsu0ibkhFEQJO2cGrVkwlSfl361E9vbWaxIAvH2L55KZvtKB/pE0mt5YWrTV6drscO5zewukzDiVaqZWLT1LwvjFFvO/mlv8L8HS1rYpatXHhbmiznzRurIRCAQCgUAg/JZJTMC/9dZb3TQPAuEsIujTxMdTQ8Ypd2hKvI8DjgVpvI5icUJXnaKC6qIBALmcTMUxbvi58Z+ET03H2hRkC2lI7uvX33/Di/GdtQ0uMYv4eo57oKHps6L8xCceleEK2e4B/ViMd7rc2RKmX8Qz5hs8jDl5PPwwmvYNbM+fv6aqNky9+7EK/BWVtRtLixDA6ybzs8bw2OZ6u3NBTcOXxfl+gVjNcpGuejZecPCCLtlZzYUSyZp+BWdyhks06qeNrWxo0keOhJnSkVZAmU3yLz9FfMgzg5wOxcovXDfeFtz1bYJKOSGmH0HPcNTjfcpoCn48Pzqc75qti9JE+i8SCAQCgUAgECJJTMAvXLiwm+ZBIJxFhNQ0IScvrAW3kJom5HTqWMmRg8zBfcE7UFar/Ptv3Vdck9zJUHaryGCopD89NO2ePVfx5afI1e6v7isdyJ43zn97g91RE70N9UaHq4rlipIXhPcjRWh8FA3JDRxEDxsp2f9L5xBC3imXCIYMANjgcJa7/J5wIk5zhzzeL622OVrNS2Et4jr4yena7nSNUymtPP9iS6jCxwAILDz/Smvb09m9zibtHLnsqZzMvzQ0BzR8KkMvzc8JhKalO7aHqfd2eF7y8zZ+1pU9NtU4KXe5+Qhrhq1OFxHwBAKBQCAQCHFCUugJBACE3LPnyr/+nG5q8A8Iqemey+fhoK7mTOXJyOPoqpMgCOEN56pOCQf3IpqhcvMFbYr4Be12ZLcJej0owjUtlssj98fRDdiiwefkOW+7hzl1ArmcfFYOn9u5GLHb7Yl97C9uT9IFfGw802f7Sgdajx9t9LKFSqV82IhA2f/brW0de4lnfb/daimTy80+XlThA8B2l3ucSrnb7Qlve96x71ZHMtvIJZEb9SnjVYpVVnujjy+RSuelaPRBDgV0fU20A5nom84iglhbQQHi7UVPIBAIBAKBQCACnkAAABC0Ka4bFtL1NZSlTdCk8HkFEJZT7XREHoU4DrHegFE84ljF8k/o2ioegAJQ0ox36sXcyDEhh3jc8u9WMcePAgBQFDd8lOfC6SFLAGykdRmIB1pPB5bJubIhkeMN3GnOFqN5eBfheeneXXRNFZYruJGjIz35NjucD2Ppkfz2yu0pHuFxj/ccuQwAdrpOs9yw2+2xtSfYiyt8pyAAgEOsZMAvHsU39Q76SaX3G8RLPFD0NArRd9FZ5wK1KrLNe7S8DAKBQCAQCARCJMQliEDoACE+r5AbMoIvLA5X7wBCRlbkEThFF9zmTfbDuuDu64j3yX/4LhDVb9/nu9Xt6h0ABEHyy07ptk3BO1AeMb3qPY2ITQgdfZoPfiaT5KU9xeoVsh++Y04ckxzcq/zgbbqmMnjrR23WeVV1R4Kc0n90OC8+Wb3T5eYxPu1qAo9xCkPH8GQrlEgAoEg0iwEBIChIPMGhNxAtvwMAhJTemJSeQlFFodb3SooaIpZyEg+4O1aaCAQCgUAgEHo3RMATCHHBjhgV2ZLdO3ZC5x2MmYoj4YcJAlNxNHAPeT2SoLt+pAf3hhyRlh559Uibva+s9isra4ceO3nRyeonm1sSiiFfnqKNkbaMAKbG12Y8TiiTkTke9MxgLNu+NXDPxguPNBkjp+PB+MGGZhohjehyQ9ABNEKlUmm0QK4SoRlaNQDkSiU0INEHLu+bhuei6RV+fNE3nS1afPysyppT3pCsAZcg/K66dovDFe0oUcw8/0B9U/HhitIjJ8qOnnippZUTS84nEAgEAoFA+PXRJ3+2Egg9D07RueZeG3D2xnK598Lp3LBOZ3jEepHbHXkgsgRKuIGy2SBCaSCHAwUHEjEGiJCZQX22MMAdtY2Lahu2Ol1NnG+f2/Nii3lSRWXj6RLjA4xVKtKiN3sfrVTIk9pjLNKBD1k7n5NNTpeNF199OOjxVrLcGEX4uklYqfu5CjmD0H/SdKlceN44wvjfnDODYQDgK4uNByyaZb/b7WYjW9X3erhh5wbaHAbD5+Rx557X49M5DU8ZTbWsSM4/K+A/NDTF//T7ML6hum5Zm9VfGWHy8U80mx5vbkniVAkEAoFAIBB6LUTAEwjxIuTkuW65w3HnEufCux33/JEddX7wViyTg1jmOQoaFFJF+o1jiQQHZewjhx0iirkphz1we7XNscJqCztJLed7pMkoMmfcXgEeRm6UHuMAMECW5MZ4vCETQlcEhMzswO2GGIXcAHUsd2ukRXnos3NLagoADKo+sWvr2msbqhQ8DwA0xmMs5u9/3njb0QP+3Y55o5aF23mhzhdrGr0UmnZdfb130rRAbgiWydkJU9zzb8LJ7op3hvAYf221R9tayXK7xRa/RPnW7oi0RfivqS3+BSwCgUAgEAiEvgsxsSMQEgNrNBg0kePI6wVRqzl7kG4RrW8PjT0Gt+8OEFyB/3WEevez1uZgBSyl2tXtQY/3seaWcqfLLeAsCTNfp11iSFNSFAA0cb4D/oJzMdf2NTbHi7miV+giWJvCjp8i/enH9uQCpco7eVpgqzam1NQx9ES5cr5O+4lF/FHPStFcrUsBAObYkRyP+9195W+hHXVyZQbr8St5sJmRj8OMhIqZVkBHMcDr7dA0e/549vzxyGpBCMWoij+7tPJ87Hr1U152jDIi1UKMfW5v5CAG2Of2ZEvUXZwfgUAgEAgEQh+BCHgCITlQFrNYfTVGriD7eoYBhMKz6OWy4Ht8fqGvqISp6uxax2dkcqUDA3ebokQavRi3CXwmxQDAKptjUW1DoOd2E+d7scW81u5cXZyfQtPVHOffQAGeX19zsanJQ1MrsvK+T88GADPPW3hel9QQrveCib6ifnRNJZYrfQPLgt0EJqiUkc7kftIZukwmBYAXcrPypJJXW8yeoKdOSqHbU/V/zUj3K2/k9C+UIBrjQndQWzieRy4X1qYMCX2eg0ll6BgpCX0CnKLrzTUAzOnWRyRUvAsoiigLMYq4z0AgEAgEAoHQd+nbv1kJhN6DkKIXEeeAsEYbuINlcj4nj66vDd7DV9w/9EQC8oR4eiGOQwIfSIqOZhEvRUhP0QDgFIQ/NjS1q/egGPtRj/e5ltbHsjKkHRLozf07rm+o8t++tfbUX88Z8ULxQOgmU7dAekJoSn++hLklTf9OZ7P3Th7KNDAIAQCD0J8z0m9L0//oYU/6eAGgmKamyKXBTwVWqQGaRa5LUVihBIDLtZp/Nbe0+ETiwLfqdUxSy/6Ti40XGjmuSCaV9eJJxkbP0LkSSX30con4vejHqkQC9UqKGqHoops9gUAgEAgEQh+C1MATCMkBy+W+4pLIcW7E6OC7nssuD27xJeTkeqdcFLyD5ORxuqkxeIRqMzOH9gfuzkoRSeAHgEs0Kn/+/BaHyxyQqaGKz1+HPFAmlSM00tYWUO9+/nlsv5r3nSOXBZvYUVaLfMNaxRcfyr//ljJ10SpMvnal8uP3ZZt/kK9brXrr/+i6muCtT2QZHmiqluJOYa/n2BfMTTfqQxLC02j6+hT10wrmGTl9i04TtpDh618memlfUQmWSABAQ1PvFeQaItz7ZmvVf8gQb7R+1tnqdE09UVVypGLCiarCwxXzq+pORK/k780ggJtSo6b3X6BSxO+8MEGlvFanDRv8V3ZGSi8r+ycQCAQCgUDoDkgEnkBIGt5LZjJvvBwchBcys3wlA4L3EbQ6bvRYyY7tyO3EmhR29AVYFhI5pEwiXnR0izEQu7xcq1mpVa+2OYJ3yJEwj2dl+G/XRY9zNnI+HmMlRd2QqmNrT4ZtlWKhzGG9tiCv87pNDYqP3kMdwXPJ/j2uq2/gC4qinV8U5sQxyYHOVnnI65F/86XzjvsDIxJB+Nfen++QH9imN9TJFSUux5RWoy4lxTlpcvB5JAf3SjatZ10uAKDlcsn4KcFe69zQEdId2yiLOeTaFOWddmng3nlKRXn/fv9tNe90eUw+3wCZ7Bq9dpo6mT3zksi7ZsuDDZ05BTzGGxzOn05ULS/OPy++cvFexb3pqVudrsiOcZkM80putugh0XgxN3usSvmF1dbI+frLpHem6cdFaSJIIBAIBAKB8CuDCHgCIWkImhSsVCFnp7T2lZ4Tto9sy0bpjp/8t1Fbq3zlFzDjcm7I8M6TiPmQBQ9SCN4pyP2szfp+m+Wkl8tk6Gka9RJDmrajX3qMUKQWIRohAHgkM/3fShHhOlKnuyEo7i3bsBYFO/MJgvz7b50L7452flHC4u0AQNmsyGrBgUwEmsYqdaHDHly77tOERFmZUyfka1cFFkeQxyPfsBYUys5e6BSFpRFRXEHAoeUAWpp6MCM9ofmfFZp9vr83iizleDBeXN/0U//iPpdML0Xo08K8V01t/zNb/GtMOpqeqVU/lJmeEaUqJBoUguv0Kdfpe6ljH4FAIBAIBEL3QVLoCYRk4pl8EXQoRiFFx44cE7wVuV3SndvCDpFtWh9819evv79mOwCWSH0DB4WcB+B3+pRv+xUeKyvd3L/40SxDQL0DwESVkonoNu/nQm97/JNG6MrqE+ZQxVuvUEytPN6pDAWBam4KOwPV1opEvfSjgxmJyGjopbnh54ZtDxuR/rw1wl8ApJs3BN9FXpGJUQnOtpewxubwRHkRK7zsfneffFB2Xqjweht97UtCFp4/7mWNYq4EBAKBQCAQCARRSASeQEgmvsHDXBlZmuYGTiJ19evvr74OQDU3RqpQ5HIimxV3xNixUnXo8t89UVm1WaPjEYy12x7OyTxHp49/DlkS5vfVx58vGhg2ruZ9f3W0e8V93GadYbOksiEF1bluN2U273C52zO0KQqkEnCHmN5jigp7UKeFL+kPP28N9q7jc/PDFim8YyeC2y3ZuxsJPEilnonTfP1DkhcoY/hSAvgj+SwbCLzzWTmU1RIyW4mUT+sD8fZIqtlYfemrWG54X/Nss/HC5VW1Rz0hTeB2utyzTtV8XZzf5x4OgUAgEAgEwlmBROAJhCTDGzKoSRfikaNFhK5Y1jpQFASp2SbON93h/So1wyyRWhnpd/r0S734ZILWZf9sa/nXsX0aX6f2Hm01f/fzxv6pqf67mxxOHol8/DGCHx1Beeyl4asAfFEJJOgWxmfnei6agSWdMtsz66qwfejmRsmBvUjgAQBYVrZzW3AlAgCECf6Ow2gclH3NTpoWZijgnTY90dn2EmI3RVN2R5uAbuYlkzlMvftxCsIfGsTaBxAIBAKBQCCVRL7HAAAgAElEQVQQIiAReAKh5+DTDEKKLixKzBcUB0v9l0zmVr4jqRgDIHAKwr+Nprfyc+K/kG/ilAe++Ghhzal9Wl2LTDbAYRtst2FDhrtssH8Hu4BbpVJwhh/YJJPb+M5QOdbpQzrRAfD61PinEYAbPso3cDDV0gRyBZ+eARHt0GTfrUZc5yIFslnlmza4L7s8MCKkGcKeNwDgM7MgSMoKOr3z1julO36iW4yCWsMNP5fPL+rCbHsDYxRRbeoYhEYp+168+guLNdqmfW7PcS8bvxE9gUAgEAgEwm+WvhfGIRD6MDTtmXUVyGSBAazWuKfPCt7ll47yZgXPq4X2EPovrsRqnn1FJZ5pl2pBmGQ2zm2sHWq3QmaG54qrMd2+ZpcvYXaniEjxfRp9YUdGOuJ5ybYtYZ3oZLt/Rm53QpPxg+VyPr+IN2RGqnfk9dIR3vtUXXXI4ZlZkefkM8IHsUbrnTbDNf9mz6yr+q56B4DJatXIKFnlN+pTUvtaWoEH4wbOF2OHRHNMCAQCgUAg/EZwOp1LliwpKipSq9WTJk16/PHHuegdl2Kwf/9+uVx+8cUXJ32GPQyJwBMIPYrkwC/g9Qai2shhl1QcZUedH9hBgdAQu+WFw3vGtZkogN1a/R/KRlqzcxO9EG1sQkEp9MhkApcbOnzf5+q0/8opuKu6ItjuziyR/ZCZu1ir9t+lTMYQC3o/GFNNDbxYx/uuwzBAUcCHmpmFutwJcpGINBYtSeg7YIBKlj3uYXUMXSaTBrcPoBC8V5A7v6r2SKiyvSpF+3h2RtJn4sN4q9N13Gq3IypX4MepFAUJOh3EhgZAAOKmfAAAIIlY1iEQCAQCgUCora2dPXv2vn37AMBgMGzZsmXLli0bNmxYsWJFamoCaaEej+f666/3ekWq+focRMATCD0H3Vgv2f8LQEhUW7ppPTd4GO4QqNMpuGXHJgPbHnIfbTV/s3PTc7OuTuxC9bXtF+oA8bx83WrXLXf4705QKUf2K13ktD93+JdUjgWAKqXqjqHnLy4uzJG0fy2E1ZN3Ik9y/jamaV9BMVN5InjQVzIg5G5hPxlFBTvhAUK+oqSuIyQCctglv+ykLG04Rc+OGIXFmv/F5rDH+2BD88+u9nQGBYXuS0+735Aq7ZCyORJmfUnR1zb7Tpe7gfOVyqTTNeoLVOKp9XZewADBzQji54DHu6i2ITgGTiN0W6ruH1kGJkm6WoLQOXLZEbEaeABAAEPkMtFNBELvgcW4iuWyGUbTpQ8agUAgELrAzTffvG/fvkmTJn3wwQf5+fkVFRVXXHHFpk2blixZ8v7778d/nj//+c8HDx7svnn2JETAEwg9B91QFzmIeJ5qauA7tOg99ZVKNiRhXs37/lBTgQf0T+BCEa3XAYA2GZHXizsS+J/MztigmXBbfr+CmkqfhDYWlT6akzU0SEcJKTpBn0q1mYNPglVqISMz/pnEiWf6bMXyD+mW9kR6X79SdtykkOvKFUJqGmVqCZ4eqDVJn0k80Caj4sN3UIeHv2T3z+75N/GJZEkc9XhnnqpxBK1HuAX8H6OpwutdGmR2IKXQ1Sma+Y42ymUTlBl8hHoXMHzQZnmpxVzDcQCQL5Xcnaa/JVUXv/CuYrmrKmstoekPPMZvtLZ5MX4mJ+S1tvD8XrdHSVHDFXJZgtr+Zn3KX8Q62wPADK0mS/Jr/mPEnDjGV53iLWakT2MKisI6LBB6PyYf/1iT8XOr3YcxAExWq57IMpxDVp0IBMJvBp7nq6urU1JS0tLSevK627dv37hxo16vX7Fihf/S/fv3X7169YABA5YtW/b4448XFBTEc57vvvvulVdeMRgMLS0tp9+71/Nr/s1EIPQZgnKLJa0i3ywKk8kVOoJsVtnmH+iGWqzRsmMn+sJz2qNlK4eMX7Z/1xXbNrd3tttb7pl1JTcgqOE8Qp5ZVym++DBQ9I6lUvesKwOF9EkEazSum26na6spu5VPNQg5oWJYEBQrPgpW7wBAWdoUn3/ouvWO7phPbGTff4uCOvAhHydb943r5tvjP8OTRlO7eg+xCIQvrfaFae7zle1CHTnsihWf0M2N/ru+AWXuWVcFfPUFDDfX1q+1ddr117LcXxuN6+yOjwrz4tTwTza3hKn3AO+bLTen6gKx8U/brH9tMtp5AQDyJcyb+TmjlFGd9iK5JVX3k9O1yuYIGy+WSp7JSX5RQJzscXmOe71ZEmacSinthjR+xPPylV8wJ461L9VUnlTs2eErHeiZMw/3NSOD3ywejOdU1lQEpahscjhnVrrX9SssIc6LBALh1w7Lsi+88MKLL77odDoBYNCgQU8//fTkyZN75urLly8HgJkzZwYvHBQXF48fP37Tpk1ffvnl/ffff9qTmEymW2+9NTMz89FHH73rrru6cbo9RR8Q8B6P54MPPigvL7fZbCUlJSNGjJg3bx4d30+f6urq5cuXnzx5srm5OS0tbezYsddcc41KFV43G89un3766Ycffih6lddffz03N+ESZcJvEF92rkjIhqb5rOzAPdFk7LBB5PMpP/+QMpsAAKwWxYqPnfNvFnLzAzvwQbc7B9MMwVnxVFOD9KdNQZt5+aovud/3h6DiZz4rx7nwXsnBvZSlTdCmcEOGY5X69I+za1AUX1gsKiWZE8doo0inMaqtlTlykBsyorumJIogUI0NYWN0SzPi2ECrvNj4MP4h0KsvQjOuszsDAl6+dlVAvQMAc/yItHwLO36K/+7nFuvaCD0MABsdrg/brDen6iI3hcEKWPQMfjDAKqvdL+CPeLwPNDazQvsCUC3nW1jbuL1/cex2d8HQCL2Vn/ueuW1Zm/U4y3ICLpBKLtOq/2hI71rm/xli5fkFtQ2bHe0rY0VSydv5OcOS3Y5eUr6VOXEsbJA5cUwS9DoSejkfmC0VESaLNl54rqX1tbxs0UMIBALhV8NDDz20dOnSwN3Dhw9fddVVa9euHTNmTA9cfffu3QAwffr0sPFLL71006ZNe/bsieckixYtamxs/Oabb9xdsmHuhfT2Oi6TyfTnP/955cqVRqNRJpMdOnToww8/fOSRR+x2+2mPXbNmzZIlS3788cfm5madTtfY2Ohfp2ltbe3Cbk1NTUl+bITfHkJOnm/I8LBB78QLg/vA+waUQViXb4S4siHBA1RDbbt6bz+vID18IHgHPq/QN7As5CQU5Q21u5fsi/jWE3jJ8cNhY1ihYMdc4Ln4Mvb88d2o3mMiWnrQvqm+NtGzSY4dVr7/hvq15+WrlqM4vknCQQiY8KVPTFGYijegahOEgBIOOw0AGDusBxHvY2oqw/ZgThwP3F5uizr5Lyy2sJEjXvYrq3270+0Lsi1s4X0eHMNaDmo6XF43OJxhc67nuH2exJojUAgWpOk3lhZVl/WvGTxg14B+j2VlnBX1DgAPNhgD6h0AqlhuQW2DK9hkIRlID+4VHz/wi+g4oReyzemKMv4r+SFIIBAI0di/f/+bb74ZNshx3JIlS3pmAhUVFQCQnx8el8rLywOA48ePixwTyptvvvnVV1/dddddl112WXfM8KzQ2yPwL7zwQmVl5eDBg//whz+kp6c3NDQ8+eSTBw8efPvttxcvXhzjwKqqKv9y0R133DFjxgyKosxm88svv7xnz57XX3/94YcfTmg36BDwzz33XOR7SCYjhXCEeHFPny3NyGIO7qPtNiE1jR11PjdwUPAOfHau55JZsh/W+pO0Mc2wE6aEZcijSAvNsBGeR5bOrukYAAkC1dLM5+QFBilR9dU71yYjzfA7QFHSv6NB11bLVy33Vw1Ijh6iLG2uGxZGdraLBUK+4hLJ0UMhEywshrgzojUUJaWQmIZHAGBgOs7DcRChJ4Nf+irR1msYAEFVUHsVVsB31TWu7FD7ZXLZu/k5/tRfGTqNeA4Uujt4EWVrFxuMBwahs/u3hxXw6oi1m2qW2+VyT1InrbUB4n3IZhXfZLcjjsNJtfondBNs5CcVAyDw4iQv9xAIBEJvY/v27VhsoX///v12u12j6XYrIqvVCgCRbvP+EZstPFwRRkVFxZIlSwYMGPDss8920wzPCr06An/06NEDBw6o1eqHHnooPT0dAHJycv7+97/TNL1x48bYJgT/+9//eJ6/8sorZ86cSVEUAKSmpj700EOZmZk7d+40Go0J7QYdAj4/P18eASINkAjxQ1HsqPNdN99uv/ePzutuDVPvfrihI5yL7nNf+TvP5Vc7b7+PPW9c2A58bj4OXTYKU/hMdWVw6rX/DSr7+aeQQwaKOGnxYXH73oGQZoi2iY++SRTJscMQ9KeIbmqgLG2Jzsd70Qze0OnuJqQbPJfMjtyNspgVKz5R/u/NsCRqCUJTIgp5AlwUEJASaeTKAgrSDApK7AscAQAog5T5My2tK4Ni9Uc83ttqG/xPQRpD58R0jwuYGp6vUoZtkiIUrVN976eZ50WTIGpDm9X7MF5rc/zHaPpro/Gd1rZqNrGus5iioy7r0DSpge8rDJJHlMYgAIDBye7HQSAQCL2NGO3WWVYsipBsPB4PAESuFGi1WgBwucQzpPz4fD5/37hly5YpleE/Y/o0vVrAb9u2DQBGjx4d/LJlZmaWlZVhjMvLy2Mc68+4mDZtWvCgVCqdNm0axnjt2rUJ7cayrNls1ul0cvIHm9AjYKXKVzqQG1CGxYzWsVLlmXVVe0I7RbFjLvANHha8A3P0QORRyGqhHJ1Lldw5Q3x5Idad7IjRgibhdmg9gG/gYKwQ6wMvkXKhD/z0iCwkx8ohFz+HQum6aZF77rXeC6e7r/yd86bbsdgitPSnTczJ43Rzo3zNyrDrPpymU4vlDlzu847rkMpUS3NkBB477IGkg7ERojrA+crOb6qV1vBQ80GPt5JlAQAB3JKqj/IgQUfTV+q0/ntT1cr5HbcBgAJ4MjsjnemrEjSXYdRiyx/nBHmSVbHchSerb6ypf8bY+lZr258bjWMrKp9raY08KioI8Xni7rh8bkF4pQyht3Jzqk4V8WIhgLvTo3x2CAQC4dfC0KFDRcfz8vIS6sHeZfzedQ5HuF+PP/Yeew7/+Mc/du7c+fDDD5933nndN8OzQq/+AXHy5EkAOPfcc8PG/SP+raI4nU5/xoU/bh9MVlYWdOj2OHcDgObmZoyxf5BA6A34+vV33LnYedu9jvse9E65OHgT8ngkFeG+WX4kP28Lvuu+9hbvjDl8YT9fyQD31Td6Lz6b1UG0sUn+/beKFZ/Ifvw+LPEYKxTuOfPC+s9jqdQz+yrRBY4YcAPLgsPafGa2oOvSXyCK8vXrz44631c6MHqUlQnsHLZlaEPt9+Ubxlg6W/TJBOHPJw+/u3tLYGRrc5BvX4f8pwThqLX9ybkzTS/iIYdBhtC9hk6zVpNYAUKLr30V4J50/QSxhQCGQi/lZqYGPbRX8rI/Ksy7Jz31AUPa+tKiW+Iwyes+zD7+G5v9rda2jXYnG7OMXxQKwV0R6mu8SjmiI6fAg/HVVbVhjet9GD/VbHrfbIG48UyYKhJpp2nPxKmJzplwtsiVSD4uzCuSdtY76Gj6xdysC5NXbUEgEAi9k0mTJl100UWR44899ljPJCBnZ2cDgNlsDhtva2sLbBVlz549Tz311Hnnnfe3v/2tW2d4VujVNfANDQ0gpq79I/X19dEOVKlUSqXS5XIZjcawkvXm5ubAv3HuBh358zqdbvny5X67u/T09OLi4rlz5/br1++MHyjhVwXdUCccPYhoBuXkda/rG0UJehHxyVRWQJS8JumRg94LpwcrWHbICLaHXdzFYA7vV6xZ2R5wPgmSX3a5r72Zz+rsiM4XFDsW3afc/wtTVw0C9uUVuIafixUJJ0TxBcXuy66QlW9BLiefX+SZekliBfCJ4J04FSiEHA72/PFhV0EO20hb26bt6w9rUo6qNKk+dritLY1lMU37F5k5jP/GU5d0HtD+/yaZ/BG767PUVAAolkqWFeTeX99cH5ThliVlXsjJGhAUSR4ql/8U6sLFIDSoowRDitCnRXnPG1vfbbOYfTwA0AiNUsj/kWUYE9El7mKN6mLN2Rct75stjzebrB2ZCMVSyYu5WeOi5yOI8gdDmg/j10xtXowRwGyt5qmcTLrjZfrIbKnyJ8zj8E4BTxtNN+hT6PjeNkJOnvuaG2Xff0ub2guyBEOG56IZQpAbBaH3c4FK8VP/4i1O10kvmyORjFcq9H02/YRAIBDiByH0xhtv3Hfffd9++61/RKVS/e1vf5s3b17PTMAfPfVLwmAaGxsBICcnR+QYAACoqKjgeX7Hjh2SCLuZ9evX+1cfdu3aNWrUqCTPuEfo1QLe328wsuxBrVbD6coeSkpKDhw4sG7duoULFwYGPR7PunXroKOgIv7d/AK+vLy8vLycYRitVltXV1dXV7dt27Zbb711zpw5kRP45ZdfFi1aFDm+YcOGlJRelKUcuT5C6Do8z330rnBwPw9AAahlMsnca6nh4Skk3T4L1hvV883tSlepoLcVAnm93u/XBKeLIx+nWr9GuvjP4XvmtS+0SQASaEEexqSpMKk9/tm9YjQ9HadfDV6PSp8aJuCFnFwOgAI8xG4ZYu+M6CKd3v+R3GFzHJDK3ygovaPmRPCBjwwYtsXh0qamSSkEAHPT02fk539obNnrcGKMR6hV12Ua1KEh3xdk8vF79nNBYepHCvOLM0Narz9rMDwLUOdlWzlugFIhWl1f4/E+W1u/z+mUU9SEFO3ivBzN2aji/qKl9Y8NIT0FK1nu2pr6/aNHliRYk/+8wfCUgCs9nhyZNOyx7Gzu6PIQodNbfHyzQjks/uhrejoMG4FbW3BrK0pLQ2kGcfMCwpmhUqkie8Qml98lZrjxq0KtVvt/ehGSDvkZ1n3QNN0bnl5RE7g+hMFg+OSTT44cOXLo0KGUlJRzzz03uCV7dzNo0KC1a9euX79+/vz5wePr168HgBEjooag1Gp1aWlp2KDD4WhqalIoFP7+333XhrxXC3i/cYIiovbV70PgjTTiDuKGG274y1/+smrVKplMdvHFF2s0mhMnTrz77rt+6zuhQyrEuZtfwKvV6t///vejR49mGMbpdH7yySdff/31O++8M2jQoMi3COE3CL9xnXBwf+d9r5f74iNpQRESi5N3I9Lo30cIgbTXGV8L9bXAhn+ccVMDuF2QeIw9GRMS+J9/Eo4fBYahh59LRXT+iwfc3ORb/rFQXQkASJvCzL6KGjYysNVWXNqmUOW4nWFHbex3zqUAAGD2cQDwp0Ej6xTKhbUnc9zu42rtM/3KPs0pAIxtvC+dan8dlTS1KDsTojNGo/7p3GGPVdUecrpyZNLbszNvzMoQ3TNPJs2TibeyX2kyX3vkmKvDdn6d2fJGQ9OG4UMGRkTpu5una0R6Crp44ZX6xhdLixM9m5RCog+hzRd1EQwAzDG3ikBRyJCJDLFeJgKBQCAQei1lZWVlZWfB53jOnDnPP//8N99843K5AkZ0JpPpxx9/VCgU1113XbQDZ86cOXPmzLDB5cuXz5s3b/z48d9//303Trr76dUCXqPRWCwWd0RfK3/sPXbrgrKysgULFrz//vufffbZZ5995h9kGGb27NmrVq0KeNHFudtFF100atSogoKCwEqeSqVauHBhW1vb5s2bP/vss4ceeihsAkqlUvSNjjH2JfrjrxugadqfPdIbJvOrgQ9W735Y1nf0MBoztkfnkV8YbQvKy/cBgl72ouMoXeI4jkOSkE0U9f/snXd8XNWZ959z29yZUe+9WZY7tmVccC/YxuACxpSYEOOEELIkm4SEzSZ5d5NNSF6yJHmXFrKQEMCkGAzGBuOCjXHvRW6yZUtWr6MyI0259bx/jDSauXNHnpFH0sg+3z/80Zx77rlniu/M75zn+T2Uu1qEqqpquEt2e1A3bsDnust0q+fOUPesQKFmLLucyluvQ4+/PbZZpX+8Q5nMKK874+adto4P7pj+0amDsXJvssOO5PQnUrJrRdFAURkMAwAiol4sGPNigc+dJIqmYwCF9D93spHfPGak56ES4Fz3y+s/sk1Wvn7lqkNWvbej6wTxm1eufjFBp4zCwKFiKOnSrnq4Od3ZGca7WQanv5DRfZRhQr0Ww3R/25Jb7kDAMMyA3hNuWwbnlnvbEuiWS7h53LdcjLESYq3ZgQBj7B/FTQiSefPmzZgx4+jRo1//+tc3bNjAsqzD4VizZo0gCOvXr4+L67XjefXVVxVFmTVr1p133jmEEx4cIlrAJyQkdHR0+BsPulvi429gALtq1aqJEyfu3r27oqKCoqiioqIFCxZUVlZ+8skn7toDwXfLz8/Pz9fZ21m6dOn+/fsrKir8D40aNWrDhg3+7a2trR0dIXggDRDx8fE0TQNAJEzmliHKZvXPi3W1NAuD/CJHxRgLCpmKa9p2hBzTZ8uR944jU5SZYZHsU6pETUzuFCUQfWbL87w7jNPpdPov7YUF2tJs6lHvbpTdO7rGTQzJM5wtPc97V6fDAKoqHPzS1WOYd7Kt/VBC8oR5y56qKp/Q1d7GGnYnpn2UloVV9XyLpdDApQOM5g2XXTpxRsujzTbrgLyJRqPRbDb73xM+tXW1SrJ/MPkBa2dpiyW9z0J04QUDIKRfN0CVlTDezRZyrM7tGwAARvOGBJezwxXaxy8hIYGiKIwxueUOBImJiQN3T7idcd8TAMDhcHiSCgnhwmQy8TxP7gkDgXu/TVXVSHh5EUKDGXN+67Fhw4aZM2du3Lhx+/bt48aNO3PmjMvlGjly5Isvvujd7bnnnnO5XC+88AIR8EOMe1klkPFgMP8Z8vLynnzySe+WEydOAIA78yHUbv6kpqa6Z4gxJtXgCUpKGnO9Rzb3eF8pqUNQvMC1fLVh1zb28sXeJqPJuWCJnN+fXA+6qQG1NKvxCWpm9o17hw428MLdy/idn3hqrWGacS7RBj4NDlSbtk4YkiXKZlXjQigZhTSDIO3IHEUBQDPHPz9ynOZcFiH3GX/ISH2wssbpW648m2X+I22wM3EbA28QNcryYAp4BFDM80cdOjrN33LvZrgvNnp+u/lLv91+FqH/m66fgEAgEAgEAiHsFBYWnj179uc///n27dtPnTqVkZGxevXq//zP/4woT7FBJqIFfE5OzunTp8+ePTtnzhzv9pKSEgDQ3RL3UFdX53Q609LSNLYrx44dAwBPPcBgujkcjj179lAUde+992pUusVicc+TqHcCAIiz5zOV5d0qFAEAqAmJ/dPMNwk28K7lq3FSCl1WilxONSFRnHe3ktKfpQT+88/Ysyfdf0ujx7mWrx4I23ZpwiQlMYk7d5rq7FQTEsUp00MSzGHE39gfM4waHaPbue9BNP7l3iNP59i3/E/DkAFqTo9JwVST8UBh/i8bW760222Kmsow98dGP5eSGDvo1nGpjN83Rc9z0zl003xm69zZab8qiHE0VWw0PpUYH0P3hj/8KCXx4cpaTSxvAkM/mRjOsnYI4O2cjJ82NG/ssCk960rZLPO7zDTdqnsEAoFAIBAGiIyMjDfffLPvPsEEYT344IPD3VPQTUQL+GnTpn388ccnT54UBMHjE2iz2c6fP89x3Lx58/o4d9euXZs3b16xYoW3FXxFRUVpaWl8fPzMmTOD72Y0Gt9//32r1ZqWlqYpNrB3714AGDVqVJieMWF4o6RluJat4nd+AooCAGp8omPt+pBCr8MI/9nH7KXz7r8pm5Wuecv50GNK4PR4Xeiq6x71DgDs5YtK0Rhp1ICkPasZWa4IqK2lJKdKo8d5By+Id80NWOk90CAFRTgm1qeaPULSpN67xwMN1a/bnGdjvBYpMACCX14+h8aP9iyR5HLsX3IyAMCuquahsy6fZzbF0XSHdyYhAgCYbjJmhL793iIrpxxOB1bH83yRr2eejPG3axs+tnZ6Wj7vtL/V1v5GdoZHNs+LMv81J+OnDS2e4nlTTMY/ZKSGfSnBTFEvZab9LDXpoku0yPIoAzeWNzBkrZZAIBAIBMKQQv/iF78Y6jkEJCUl5fTp07W1tY2NjTNmzKAoShCEX//6142NjQsWLPDelt+2bduVK1domk5I6N7jio2N3bVr17Vr1zIzM3NzczHGZWVlzz//vMvleuSRR8aNGxd8N4SQKIrnz58/e/bsiBEj3AUJXS7Xxo0bt27dGh0d/eMf/9hjd3dDIiRJz2g0up1p+q7GRwgVNSVVmjrTOKlYmTHHPn0WDJFtCVN22XBwr3cLwipTXSlOmR7S/jlbdompuu7dosbGKz1ObIMPwzAcxwGAJEkDZ/wjF44C3ogA1KQUcdZ8aVLoyVQMo+QWUI31VFcnAGCTWVh6nzyid6WPv1Cy+szxRp7vpJnlzfWZgtNFMy9dPPVYTbk0YTIYeu8nbFkpv2dH1LHDTM11HBePo/oy77xJWJblOM7/nmCgUAHH7ujs8vYCSmGYv+ZkJoZYDftVS9u66rr3O2yf2rr+2tZxTZAWRZvZns/k71va/tKmzVd0qHhnp/2xhFhTzxLGSIPhicS4pdHmRVHmZ1MSv5+cmDIAgQBuzBSVz7HjeEMqy1A3od6NRqM7UCtCvgJuMUwm04DeE25b3PcEABBFkby8YYdlWYZhyD1hIHDblWOMI8G7ASFkioDyvaIo3rjToDB8i7dFDijCAwkaGhr+7d/+zWq1mkymnJyciooKURQzMjJefPFFbxf6NWvWiKK4bt26Bx980NO4adOmd999FwBiYmIwxp2dnQAwb968Z5991jviPZhuiqK8++67mzdvBoDo6Gij0djS0oIxjo6OfvbZZzXb8n3T2toaCa+5x8TOnQVACC8JCQkul2sIF0cMe7Zzp0/4t9u/8YyaEIKTCnv5Iv/Jh94trruXSZOn3uz8+ovHxM5utw+LHz2osxNJohoXrwnEMOzdxZ08CgAYEAIMACqAu0fXt3/gUencqWOGL3Z6DZWhjqYAACAASURBVIccDz+u5OQN0GzdhlWB7glVovSapa3E5TIharrJ+C9JCd6R7cGw2dr5VE29pnFtfOxLmWkAIGM87kp5m6zvGPyfqcnfTR7ccoxhxWNi19qqNVkg3DyJiYkOh2NY3BOGFx4Tu66urkgQQrcYbhM7f6cnws3jNrFTFMVtmzW0RIiJnVvgRAJ91xEjBENEh9ADQHp6+ksvvfT3v//91KlT165dS0hImDlz5qOPPhrMUtaaNWsKCgo+/PDDyspKVVXHjx+/bNkyTTp9kN1oml6/fv348eM//fTTa9eu2Wy2kSNHFhUVPfLII7ezgwIhYkHdv7Q0WdgATgdACN8i8shRSnIq3dLkfqjGxslj7+jHfGQVdtrth7vsqSy9NCp6FN9Xja5bCRwdrbtcp/YkC6AeR3W3FMaxcdjc7ceBFIXbt8d3OMwf2GN/7BsDM9kbkMux/51xU5XMf9usszTw93brj5ITszm2WpICqXcAOOscEPHQIMoHHY4xPDc+6CgqAoFAIBAIhCEk0gU8ACQkJHznO9/pu8+mTZt024uLi4uLi294iSC7TZ06derUIdt7JBCCR01Jg0vnteqdonCIPnaYZpxr17Onj1OWFpyQIE6ehkMPfPqgw/ZcQ6Nd6Vaqv0KWYiP/j5zsBGZokrrpxnrmYglyutTUNGnSnbhfaQ50bTV38ijV0abGxInF00JNK5BGjma9VkY8uGbN9+Q4UK0tSNHGrKKmRlDVoTJWuBlkjCsE/fi9MlHM5lhR7Ss0SdStHXcTVEnSI5W15S7R/b8kmqJey0pfFhOl29lvJYxAIBAIBAJhaBgGAp5AIISKNGESd/q4j4kagDBtZj/EKuY4ccbsfs9kq7XzX2obfSp3YzjtcM26VlE6egj8+dkLZ/kdPfXqSs+zZ086Hn8S86FVIGMvX+Q//cg9CNXSzJSXuZaukO6YHMIQFOV8+KvmN19BXjlp0rg75HG9AQ6q0axzIm8cjuodABiEeAo59VR6FEUBQA7HcgiJATKMRhrCGbWhAiwrr26Re4vbd6rq+pq6w4UFBYbe/yNNsvx8Y8vuLrtVUYsM3PeSEx+IJYF/BAKBQCAQhpJh+UOQQCD0DeaNjoce8yRLY5YVZ80TZ80f/Jn8W30T6O2dWmTlDy2DnQyMJNHw+XbwkohURzt3eH9oo2DM7/YZBAAMX+xAijb8m26s57dv4bd8wFw8B366FJvMztWP4p7IbblgpOuelT4doqOV9EzNWXLRmNBmG0ksjdbZ305lmMlGHgBMFLUigDymEXooLpzJSq9aWlu8HbkwAICC4Zm6Bk9bu6wsLa/+Z4fNIisSxhddwlM19a9aSLYqgUAgEAiEoYTswBMItyZqQpLjka8hlxM5HP4maoNDl6q2+slaD1usnc8mD6qtC9XchGRJ00jX1YQ2SEcbOLX2hEiSqJYmJS2jd9jGetPf/+ouKMiWlYqdNsEvkEHJzrN/81+pxjowRSkpOunlruWrjZs3UpZm90M5f4Qw/+6QZhtR/CY99Yjd2eSlnGmEXslM43qyBn6ZlnzK4awUte/RT1ISx4R1B/5Il29Gfc8+fLlXkP9vmi2eSnW9jU2W+2Ois7ihqS5BIBAIBAKBQAQ8gXArg3ljqPHhYaSyz5ol7YG1/UChm0EQYloBZvT7Y9ZHYbLnToPXE2TPnPAX8ACAeV7JGxHoWmpcvH3dU3RNFeq04aRk7wWC4UgyQ+8bmfe75taDdoddUSaajD9MThzP97oqpDDMroLcF1pad9g66yWZQ2iSkf9ZatJMc5gL8HABlrNor0z3fV12/w4Sxocdjoc54l1KIBAIBAJhaCACnkAgDBQ5XF+7pnH0YN9/lMRkHBOrsQaQC0JLxccmvdR0AGz2bdcsXkgiYAz9KCROUUpufshnRSqJNP1/01P66BDP0L9NT/ltekqXqhoRom+i9HofPBgb85m1y9+Ybpqpd7VLxPrmdcLQlwElEAgEAoFw+0Jy4AkEwkARQ1EJDB3o6MoAjt8DCE07l6/2VuBy0WjxzrtCGgNhVf+A4tOuFI7yfiiPKOqPer+NiaKogOpdUbjjh0zvvhn12u9N/3ibLSsNdfCVsdHFJm3dODNFvZ6V7nk4jjfoWs9P4EMuxEAgEAgEAoEQLsgOPIFAGEB+k5b8nZoG2U+JpSL0bErICfCotlpps4CqosQkSA6tJJ4bJTPb/uQzzPVyZO9S0jOVnnrsIc4D+ZvSAeXzHKXR41CnjTt5FERBKRwtLLqnPxci+IOx8eONTMU19yPaYadrq6k5C3UzFPpgW37uD+obN1ttAmAGYALPv5OdafKyivhpatK+Lrvg+0bfHxs9yUgqxhMIBAKBQBgyiIAnEG5r6OrrdHUlYli5YKSuj9pNsoalRx/b+4Oxk8/ExLtbWFV9uvravyOJGlcU/DjIYee3b2EqrrkN0GgAU06ec9kqHBNyNjI28NLocaGe1Xs6w6ppGVRDnXejmpCEjdo8bXHqXeLU0Lb3CTeEvXLJo949cIe+lEaNVeMTgh+HoeCVrLRXsgIuA43jDW/nZP5bfWONJAMABfBIXMyv08P/f4RAIBAIBAIheIiAJxBuX/jtW9kLZ91/cwf3CvPuDrvgZOpqZrS3HDr0+dmYuMvRMfGiNNnWlia4gGU7gx8FY+PmjXR9rXcbXV1p/PAfjnVPDb7BvuueFcZ/vI1c3U7mmONc964a5DlEJsjpZErPU9YOHBsnjZmAjeE3UNSvGqCqdFVFSAI+GO6ONh8rKrgiiG2yPJo3pDDkG5NAIBAIBMIQQ36OEAjDEuZ6OXf0ANXags3R0pjx0tS7MB0w21wXtqzUo94BADA27N8j5xeqScnhnKjLBQAU4GJbe7Gtvbdd1rGgR4qMurrU6BiNJqdrqzXq3T1j2tLMVFyVfbPNBwElKcX+jWe4c2eo9lY1Nl6cWIzNOvn87JVLdFkpkmUlI1Mqno5DtLsfdlB1NeYP/wFC97oGd2Cv88GvKFk54b0KEgX99oEpasAiNJ43AJC8dwKBQCAQCBEBEfAEwvCDvXKJ37rJ/TdyOg0HvqCaG10r14Q0CF1dqW1SVbq2KrwCHpsC7MH6JsUje5fhi51sWSmoKqYZqXiqOHu+p2Ab3dQQaAiqsR4GXcADADaZ+0665ndvZ8+ccP/NXLvCXjrv+OqTt7KGVxTTJx961DsAIFEwbt1kf+pfcVg3rpXUdOZCiV57fzwRCAQCgUAgEIYXxIWeQBh+GPbs0LSwVy7phxaHir83281BV13XP6CqVEdb99+KYvzon+zli6CqABgpMnfiCP/5Z0HNKtwTDgt0U4NHvbuhLC3ciSNDNZ9BgG5tQZ02TSOydyH9xZf+I42fpMZpQ+XlojFKVm54L0QgEAgEAoEQgRABTyAMM5DNiuxd/u20r63aDVFy8rRNFKVkh1kF0ZaWQIeolmb3H2x5Gd1Y39PcvTXPXCjxKHwlNR0AQE+qq6kZYZppaNCVFaa/vRX16u/Mf/sLU16mOUrpBPwDFZYVlkgF2e267ZRDv73fYI5zrlmr5BX0XICSJt3pumdleK9CIBAIBAKBEJmQEHoCYZgRKAw71PBsJSkZEAVeVc0xy+GomJuanP+sqJ7MfKwNmwe6+/7TvUnr14FuanTvtSrZuWpGJlWvXaFQk1LkESPDO+FgoOtrTR/+HVQVAJDTYdy80bHmsV5JCQAsp3Map9d4q6Akp+i3p4Q/sl2NT3A89FVwOuiuLjUu/lZOTCAQCAQCgUDwhezAEwjDDaNJSe6tZdW9LU1RoYYQM6UXvNU7ACDBxVRV3PwEvekttK5R7xSlpPdsnht4nQ4AKtfjHIaQY9XDmsUFbDQ5Vz8KIVr3hQX29Am3eu+ZCuZOH/fuoGTnYlq7PCrnjxiEuQ0VOCpamjhF0yhNmIRj4wbqkkaTkpxC1DuBQCAQCITbCiLgCYThh3DvKtzj0+6WveK0WWpiUkiD6Aa3o452/8abQSqe6l8gHQDESXd62pWcPEBa+Y45Tk3vDY/HUdHOh9YC0yPXKcqx+lF14MRhn1BW7atE2Tq8H6qxccKSe73rAkhjJkgTJg/G5IYOYdFSYcZszHEAgDlOnD5buPveoZ4UgUAgEAgEwi0FCaEnEIYhoohU1bfFFaBrQHS3LrFJR2zfDNhocj76NcP2rb1Z7jQtTpkuzF7g6aOkZYhT7+KOH+49DSHX4nsx7+NgrySlyE//wHD5AqiqOHq8qle5bXBQk1M1Ze28YyLcSOMnKVm5TMU1EAUlK/t2sFjDNCPOWSjOWYicDt1VGwKBQCAQCATCTUIEPIEQZpDNii1NQNEoOgbr5kLfNFRLk6aF7jGECx55/CT24jlt46ix/Z9WAJSkFOHuZYaDX6I2C3AGJW+EOHOeJvRdmHc3jotnTxxBTieOjhEWLpX9PfYAcHwCs/heABDsdnA6wz7VIBFmzGbLSsHp6J6VwSDOmuffTY2LF4unDu7U+g97+SJ99qTocvGp6cLs+Ti6/24Iw0i910lSpSilMkwexzJ+YSAEAoFAIBAIkQYR8ARC2EA2K793J1N2WQagAcwGXpw5V5wy3T8+/CbB8doyWmpcvLaTonBnTjAXzlJ2u5KWLs6ar6T5GLbL2blKRpb3TrJ0RzH2pJ2HD+7oQcPBvZ56b5SlmSm75Hj4cdXrWdCN9dyenUiRAQC5nPy2zfZ1T2GTOeyTCQs4JrZr/dPcyaNUq0WNTxCnTMcxsUM2G1U17NnOXr4EGMsjR7uW3NcPXwD2/Fl+x1YAwABsSxNdU+lY9y1sCP+HIXI463T9pKH5pKN7GSiDZX6elrw6NswmjgQCgUAgEAjhhf7FL34x1HO4vXAO3bahN0ajkaIoAHA4HEM9l1sEJAim9/5MezmlI0VmKstBVZXc/PBeS42JY2qrKJvV/RCznOu++zXbnoa9uwxH9lMOO5Ikqr2NuXROGTnKRxIjJBeNAUVGLqcaHS1NmS7MWQBUmH0x6MZ646cfaaq1I0Ggmxq8c8KNn35EeaXfI1EERVEKCjWjMQzDcRwASJIky3J4pxoaHKfkFchjxiv5I7pN+IYI49ZN7MVzSJaRItPNjXRjgzx2QsiDfLYZed0KkOBSEpLUATCQjxCOOpyrrtfUSJKnpVNVP7V1GRE13Wzs48R+YzQaEUIQMV8Btxgmk2no7wm3IizLum+5oiiSlzfssCzLMAy5JwwEJpMJADDGLlfICYZhByFkCnd+Yj8QRXGop9CN4ZbeHhgcyA48gRAe2DMnPIraG8OJI9KdM8IcVExRzoceY8+cpBrqcFS0VDxNY+eGnA7uzAmfFllmjxxQVjzo3Yh5Xli4VFi4NJxz84UpvaBR727ouhrKZlV7Nq6p5kZtB3dtudBBioza27A5Ghv1lRhyOZmyy8hhV9IyfGq/DUcwZq5e9m5gKsuRouAQN+FRR4emhbZ13MK/1n9a3yTqfSx/22x5JD4mhSHfjAQCgUAgECIU8jOFQAgPTE2V/gFFoWuq5KIx4b0cphnxzhmBjlKWZn/ZrGs7P9Bo7Nm9QR3t0CPgsTkKCYL3UTUquh+XY0tOGfbtRoIACMlj73AtvU9Tzo1qaTZtfBf1pK9LYya47rs/7DkOgwZls2rfaIypttZAVdkDgVNSkcaW79bdfq8RpfMuQfeQgPGeLsdX4kggPYFAIBAIhAiFlJEjEMIDkgLHJg162BKO0amvpt6ELVn/Z2LQ3QbHAABeUQnShEk+xxGS7wi56BpdW8V//ln3QgDGzMUS7sBeTR/+820e9Q4AbOl51ncHe3iBzVE9lQR7QKgfb7Q23R2hmzGxixxw90fNh6Y+I4EbpfBHHsgY7++wvdvYvL/DJuvt/BMIBAKBQCAECRHwBEJ4cNvI6f42xwmJgz2ZmFglW1u3TNaI5EFB9stjBwAAhGNilaRkz2Nx6kxx1jy3jMRR0c57Vsp5I0K9FlN2WbMdzZaV+vRQlN5qdj1QtdWhXihI6Loa7vgh7tCXbFkpKMpAXAJLIlB+4QNeqd3BQLc009fLfcfF3EHt2scwwoXx/7S0LSmvyrt0Ne/S1cXlVf/T0uZUuz8b8X3mFyTQYf5avOQSFpZXLTh3cd3lq/NLLiwsr7oUYP//tkIF+ENL68rr1VOvXl91vfplS6t645MIBAKBcDtit9t/8IMf5OXlRUVFzZ0791e/+pUUyk+dDRs2zJkzJy4uLj09fdmyZYcPH77xOZENCaEnEMKDOH4ic/EcAgDssyeqJiZp7N8HA4Scy1fzO7Yy18sBALOcOGeBNAAl4novKAggS9ivNrs8crScX8hcv+bTSlGuxff6BK4jJMycJ9w1F7lcgXLXbzwH0U8XaVooCrMcUnwdg/jwm5YhUeS3b2G8lg+4hCTXitX+cemUzUrX16o8r2Tn6bjHY8xeLGFLTlP2LjUhUZg2U8nxMURkrpeDqmpOYSrKpIlTQpitnt0A3ahtPGh3vNPWccUl8BQ1njc8k5QwwjAgVRJvEousrK6sKfUSyWedrrNO14dW20d52ckMXWDgcjm2StT57qcA5kWFs/ZBl6quq66r9LpWqUt4orrui8K8qHAbRg4jrrjEZRVVnT0f3UoBDtudL7e07yrILTCwQzs3AoFAIEQUNTU1K1asKCkpAYDk5OQDBw4cOHBgz549H330UUKCtiqTBlmWH3744c2bNwNAQkJCV1fXjh07du7c+dZbbz3xxBODMPkB4vb9AUEghBclJ1+4aw4g5K3escnsWvFg2K3dgwFHRTvXPNb1L886nnja/t0fiVOmD9CFkKIYt30c9cp/R/3xD6a3/0RpKtIj5HzgEWHuom4DfIpSMrMda9fLBSN9p4u5U8fMb74S9fofTG//idHsnAeHnKUNOtCGISAkjx7nc1malkaO7se1+saw61PNU6DaLMYP/4F8kym4k0fNf36V/+RD0wd/M7/9J2TV+gUY9u/ht2+l62uRtYO+Xm7auIG9fNFr9thw9KD/1bnjh7Wqvm/0yvWpXo0qhu/VNT5wveZja2epIJ5xuja0W+eWV/65td3/xCHn27UNpXpb3JddwtO19QCAAH6Rmqxre/CNxLg8rldAChhvtXX+pqnlxw3Nb7Z2XA5953xfl73Sb6Xguih9YusKdahbBlmFpV7q3YNVURZXVJJ9eAKBQCB4s27dupKSkrlz51ZXVzc3N5eVlY0dO3bfvn0/+MEPbnjuf/3Xf23evDk3N/fEiRMWi8Vqtb700ksY42eeeaampmYQJj9AkDJyg02E1AshZeQGAiUnX84rRIrMsCxOTBbHjHetWK3qpaMPHhyHzeYBXUEwHPqS7XG8pxx2prpSmnynz+46RSlZOeK0mVLxNGHWfGlisX9+NXf8kOHL3UhwAcaUw86Wlarpmapfufu+y8ipyalUq4Vu7fbqU2PjnCvXgG92t5KbR3V2UpZmAMDmKNc9K5WcvJt7AbQge5dxx1addlFU4+PV1HT3Q7ql2bjlfY/SRk4n1dbqXQGOslmNn3yoGYSuqxGn3uX5mzuuEwaGXC4lMxv7vXqBwEYje6EE+UajSROneF6Z/21rf7mlTXOWguGLLvv8qKhMNoIiuUqcrl82BTRrrBKlu6Oi0lmmiDeM4fkTDqdHRhop9MPkpJ+kJlE9H90TDufK6zXvtVuPOpxnnK49Xfa32zqaZGVBlJkO2vXwE1vXQbvOPXaUgZsb1q3+YcSvm5sP2vW/BwWMGYRmmkOu2UHKyA0QpIzcgELKyA0cpIycPzdTRm7Pnj0vv/zySy+9tHXr1rKysoKCgpiY/hvlhFRG7siRI//xH/8RHx9/6NChtLQ0AEhMTLz33ntfe+21s2fPrl+/PjY2NtC5DofjK1/5iqIox48fHz9+PEIIITR9+vSLFy+WlJTk5OTMmBHQDTrCiaAfXgTCLYCakenKeMCUkOByucT+Lo5QlmbD/i/o2mpQVTUjU5i7qD9B+Biz585wJSfB6VSTU4QFS9T4AUnFpyuuej+k2iyUtcPtCKCdUeDYeMOJo75dMXf8sJyvmz8fGIRcK9dINVV0UwOOjpFHFGG/emCYYZ33rkKLl4HDgWNiB8J/nmrRKQHQfai5yfM3XVOl6UbXVIKqelZb6MZ6/3GQvctTfo9qaYIA0JZmJb/XRADJEnPuDN1qweYoadwdmqKD2MCr8Qm0w+51GeS9rvFGa7smMaT7RIA3WtummgY9Q0RVubOnmIslVFenmpAoTp3psVo4HEAZejhkdxSbeABYHhO1KMp80uGsEMU0lik2GpOZ3hSG66L0SFVtp+KzH4wB3mnrQAAvZqQGOdPMABXpEm/jSnWfd/b1Hn1q7fph8mCbhhAIBAJBF1VVv/vd727YsMHTsmPHjldfffXtt99eunQAixB7+PDDDwHgvvvuS0zs/WrIz8+fNWvWvn37Nm/e/L3vfS/Que+99157e/v9998/YoSPrdJLL730/e9/Pzk5OdCJkc/t+xuCQIhMqPY203tveTzt6arrpr//1bF2faga3rhlE3O1O4qbslmZimv2tV9XMzLDPF0AYLQ5q5gNLYsVOZ3g1C520M0B1WnfKNm5/gZ+GjDLQeyA5W8zeh5pbgHsleWO/TeuWdZ7QQH7vbA97T0n0oFv4F4XQvYu03t/oWzW7oscO+ha9bC3uSBdX0vX+QaSYWw4uNexdj0AtClKjSj5q3c3Jc4h2Nwwbt/KXDrn/pvu6jRWV7qW3OdO+2+7kVlgq1cHI4XmRJnmgM7GyG+bLRr17uHdto6nEuNHBpf/P9tsMlGUwzdc3ERR98X0p0rirUGH0tdGrnVg7B4JBAKB0A9eeeUVb/Xuxm63f+1rXzt16lRWVtZAT+DUqVMA4L9YcM899+zbt+/06dN9nLtlyxYAuP/++zXtGRkZGRmDvvcQVkgOPIEQWRj279ZWpFMUw65tIQ1C19V41Hs3GBu3fnDTs9NBGu9jbi/njfC3susbJOiJQEkILZE7YlBT0/13/t0CWMnK8TTIeSOwgffuIheN9RbwcnoGZrUqUUlOwT3Z6UpGwC9OJTPb87dh7y6PegcAJMv8Zx97u+JTeiZ2VFOje/9fUPsqeyYOek00urbKo949GL7Y6U4BiL+Rh3xinxb0bjDAzsA56irAzs5gM9izOPb3Gamc19vKIfT7jNTsSMo7GGRi+szoiWXCHxRDIBAIhH6gquprr72me8jpdL7xxhuDMIerV68CQHZ2tqbdvXZQVlbWx7mXL18GgJycnHPnzv3sZz9bvHjxsmXLfvrTn1ZUVAzYfAeJ2/c3BIEwlKgqctixOco/hJuur/PvTjc1IEkKfmebqSz3b6Q6bUgQtBW/bxppYjGoCldyCgmCnF8ozFkY6gh0g85TBkWl2lrVJJ8AJ1RZIddUAcYoMwsyc3TOigAwy0nTZ3OHvtS0qxlZ3tZ9ODrGueohfsdWymYFhOQxE4QFS3xOMJpcS+4zbt8Cqurev8cGXri3dyFZTUqWxoxnSy9oLiQXjVZ6Mu0BgKmu1HRATgfd2tJria9nYgdms/vDmczQMTRlC7AdHeRGtM/VHXamuhJEQcnI1ry/bujaKu7IQbqlCZtMcv5IccZs7w8tXV+rM6YsU82NSmb2DdOnZ5pvXHSgU1G7+lw8qtNzsA/EmriYKSbjFpdYJQh5PL/SwOZzt7XR+pIY85WWgKmYy/wMMggEAoEwJNTV1TU2NgY66t4bH2isVisA+LvNu1tsNlsf51osFgA4duzYr371K4/n144dO15++eXXX3/98ccfH5AZDwpEwBMIg43h8H722CEkS9hodM1fIo+f6HM4QPp0gBrzgfrqdUYotEGCRpo8VZo89SYGCDAr32fB7/qUKTnt3jimAfhRY10rHhyIJPabR7hrDmZZ7vC+btt5hORxdzjnL9a4CSq5+fZvfQ912oDn/TfbAUDJzlPjEqg2i/tJKplZSqKP4pXHTdQKeATy2DtuPEWv11bOzsUGAxJ8LNalEd1rDQxCD8bG/LVN65Dv5qG40ELBmbLL/I6t3TEXCIlTZwrzFnl3YC9f5D/9yD09ZO/iWprpiqvOx5/sDWoI9B8EqwAwycjPjTLt79K3n5htNk0x3VjAGylEAfSh4KNCrBWfz7G/TEulKApj3NraGtK5tx4/TU55q63Drui8j9EU9aMUkgBPIBAIEUHfFoCD47/onkN0tPbHhttFr28rbvfRn/zkJ3PmzPnNb34zceLEhoaGl1566Y9//OOTTz45derU0aPDX4docCAh9ATCoMKeO8Md+hLJEgAgp9O4YytdW+3dQUnXSVNXUtJ0BV4g5LwC/0ZsMmtitiMEJT3LR9m6f9gbTWpikqeNKStlS3wyndgrl9gLZwdnhloUhTt+2PzmK9G/f978xsuGoweRJq0XIXHqXfZvP+tYu9750GNdT3/fuWwVGPU3h3F0TKA3l9+5lWqzeB4yFde4owe8O7Cl5/2GA/qST6Ps7whgNClJKb1nmKNc96zCXO8clKwcce7dnoc/SUkq0uy0YwCA5bHRawK7v/qD7F38ji29GRMYc8cPMdeu9HZQFMOubTLAydiEj9KytydnNBl42tLMelXL000cwDTjsfd/PStdO1sAABhp4P6Une7f7g+L0CRTX/9Tpt5oFaBDUU46nNWSNOgZBsMAhoLP8nPMfoH00RS1szCX/CghEAiECCErK6sPx/jCwhCdhvuF27uuq0ubuebee++7Dry73tb48eP37Nkze/bs6OjooqKi1157be3ataIo/vznPx+wWQ84ZAeeQBhU2CsXfR5jzFy56J0aLcxbRFdV+NT0omnX4vtCuoqSlQssC5rCYKPG+vdELhfV1AAMo5+5PSiocfHC9NmGI/t75gSAkGvJfd6qnqnUJCxhAERfL5cmTB68ifbA79rmWTugrB3cgS9Qc6Nr5RpNN8xx3rnooYIUKlpfmwAAIABJREFU2T/6nblWJs6a39unTWc7l273aRQWLGHqa1FPGjymadeyleCbCi4XjbZnfsdYXWlQpE5zjJxX4B3aEM/Qn4/I/X8tre+0W9tlBQCyOebZlKS1cbFUKAEQTG21Zp8fAJjyMrlwVPfTsTS/kZr1m8JxTT0rTQjjeywNLzbUeWzflew8afQ49rLP/yNhwWLPIkgKw3w+Ivc1S/umDluFKAJAPsc+FBf7TFK8Keh6ik8nJjzlqNc9NJo3LAxcAe6Yw/nThuZzPd5+CQz9L4nx30kKtqTfbcJYnr82euSLFsv+LkeTJKexzKJo8/cSExki3wkEAiFiMBqNK1as2LRpk+7RRx55ZBDmkJ6e3tTU1NamrWXb3t7uPtrHuWazWRTFZ555hvVNQf3Wt77197//fXBSAAYIIuAJhEEFiVoBQ/lW5lQTkpyPfZ37cjddVw0qVtMzhHl398M9HrOcZxWguwSYXxU39vxZw96dbk2Fo2Ocy1YpufmhXigsiLPnU5LInjkOiopZzrVgiVw0xreHJmkWgd6LOQjQjfX+O//slUtyZbmcN0L3lH4iSf42fkjzaYlP8HcQ0NQLxFHR9vXfZs+dplqa1agoecIkNU5HT2JzFC6eSpvNssXif9REUT9LTf5ZanKjJPMUigtgBYecTqamElk7cEysnJOHNUEHkl7ms9czetZqf2fcFO+MCozQ9uSMwwkpW13CWL57H+Da4uUfZo84ZXc4VJyI0KykxNVFI72NE00U9VxK4nMpiQLGAGAIPc/igdjoU474/21t17SnMMxfsjOYAAPu7XI8VlUreQX5t8nK802WMkH6RyKJDPeBoeAnKUk/SblxTwKBQCAMFc8///zRo0dra7XuM1/72tcWLVqke0p4cdd+r6/XLqk3NDQAQN9m8rm5ue3t7QUF2qDUvLw8AKiursYYo4jMxLwhZLmbQBhU5Ow8TYvk16Ikpzofeqzre//e9f1/d3zliT7Mxvu8UG/gtPvmJHtV9gYAuqGO3/UpEgS32kCdNuMnm5A9WHvt8II6bcyZE6CoAIAkkT96QJPqrKbr3KOV9AGvX+IPpWu5B0DVVIX3Qpg3qgla1adm+WzpS+Mmal0AEJI0rgoAmOPEO2e4lq0U5yzUVe/Bk8YygdQ7W3LK/OdX+C0fGL78nN+6yfzmq+yZE94dlLRMf88Cj4/dVlvnO6ICoFNw3kozT9U2yBgDwMstrdPKq55njNtjE/fFJ30Ul/hDGaZcqfi80649DcCAUD/Uu5vn01PezclcEG1OYmgWoTG84VuJ8fsK83Tj8wFAxPj7dQ2SXor++x3WzwKYCBAIBAKBELFkZGQcOnToqaeeMpu7Q8/y8/PffPPNV155ZXAmMHbsWADYvXu3pt3dMmnSJJ1zerjzzjsBwN9zvrq6GgBGjhw5TNU7EAFPIAwy4l1zfWqJjZsojwtgOYYQBB3x64+w6B4c3yPVEIjTZypZPrnQzNUr7g1ez90LOZ101dCU1qCbGpBXYTNks1KdPs6i0sQp3mnbAKDGxkl3zhik+XkTwERtIL4EXEtXeOc14Oho11yfBW8lr8B19zJP9DhmWGHBEnlEUT+uZVWUw132LZa2MkEMVDkO2buY8jK6ssI/Ep4tPc/v2oa8DG+Q4OJ3b2culPTOn2X9Xz1s7P5N8L8W7Xa3N1dcwj67439a2n7VZPEVyRgA2hRlXXXdvi4dDd8XisKUlRqOHmQvnEVOHSOcZTFR7+dmlY4urB1btL8w7/n0lCQmYBW6Q3ZnvRSwwvl7Tc2hzY1AIBAIhAggPj7+d7/7XX19/fnz56urq0tKSh555JFBk74rV64EgG3btnn71Vksli+//NJoNK5du7aPc7/97W8DwBtvvKF4/cIEgLfeegsApk69GfflIYaE0BMIgwpmWcej6+jaamTtwMkp3uW+wgt74Syy9mz6YWBLL0oTJnsHV+tutlP2ECVQuEA0AMae/VmEgPdxEcMM41z7hPHEUab6Oqiqkp3rmDYr7CXxgkENEBDhvS4TLpTMbMc3nmFKTtGdnUpSsjSx2N+GUJp0pzRqLNPUABgraRnaqPUgEDD+RUPzux1Wj3Av4LjfZ6bO9i3JZjh6kD28z73Ogo1G15Ll3mkO3GEfdz0AcKduGA7v89RZoBw6ny53o4zxKWdfbrcAsNPW9bcOq19z90dGwvhH9U1HRuYHim/XXtdmNX7wN49HIOaNrntX6a59dCpqh6pmMkzfCf/lfosa3pTd6NkRCAQCgRCxIIRyc/08cQeeefPmzZgx4+jRo1//+tc3bNjAsqzD4VizZo0gCOvXr4+Li/P0fPXVVxVFmTVrlnvjHQCKi4tnzZp16NChr3zlK3/84x+TkpIEQXjhhRfefvttk8lETOwIBEIoIKRk54K/N3j4oOtqDAf2eu92IpuV/+Qjx9e+6WlRUtNYbQVxUNIGakGhb/hdn4J3dDXGho/fdz7sU6ITG3j17nu4qCgAsNvteFDql/ijpGXI4yYyF0u8G+WiMXL+gNixqjGx4pyFN+hkNN1M+v03a+q323xWcypE8ZGq2g/zsmf02K2zZaXcgS88HZDTyW/72JGU4g7yRy6nt1u+pxcAUNYO5LBjkxkA1KQUTDMax3532QWbqioBCyh2c8bpChgbAAAAlaJ0xO6cExXUEgb/yYfec0YuJ//Zx/av/ws2d2fTY4B32zpes7RdFyUAMFJoUZT5l+mp2az+9ybb58IBdxPRNAQCgUAg3LZs2LBh5syZGzdu3L59+7hx486cOeNyuUaOHPniiy96d3vuuedcLtcLL7zgEfAA8Oc//3n27NkffPDBpk2bsrOzGxoaJEkymUxvvvlmfv7QuD6FBfKT4jYFd7SrV0qxhUR13pow18r8Y5XppgaPFTkAyHcUq8k+QenyyNGKX0L+IIA62lGXTdPI1FQGrPg91LiWLhfmLMSxcQCAo2OEmXNd990/1JPqJ7s77Rr17kZU8Y/rmzwPmUvaenVIlpirpd0P/Mz2fJC7FTtmWWHhEu+FGrlojLvkYQxF0TfaOe9U+rwKAACU9Fm01gOyd9H1Wkse5HLRXsUOftLQ/KP6Jrd6BwCnij+1dd1dXnlV0LPiA5jgiRnR+9hONoccGUEgEAgEAqGwsPDs2bNPPvlkdHT0qVOn0tLSnn322RMnTiQG4Q47evToc+fOPf3009nZ2c3NzUVFRevWrTt37lzfsfeRD9mBvx0x7NutnDyqqCoAGMfe4Vy28mZyrQkRCLLpO2ZRNqsS0124GzOM49EnuBOHmerrmGblwiJx8tCkA1GtLTqtKkaCgPlILFyPaVqcMVucMRsUBQL5sbuchoNfMpcvgCyrWTnC/MWaHP4IYXtnQNvCSy6hSpRyORYAkFUnQZ3qydHARhM2mnTTyDFvxFHRnofSpDuV5FT28kUkSXJOnjxmvFvPMwgVGw0nHH3Jbz6I2Hirb55bIFCHfr49betwLzYcsjv+4mdBDwBtsvLD+sat+TrpEpNNfLGJP+1w+dsh0Ah9Kz3V/xQCgUAgEAg3JCMj48033+y7jzNAYGZGRsbrr78+AJMaSoiAv+1grl3hjh/ufXjpHJueIRVPG8IpETTQdTXM5Qt0qwVUrCYlS4VFSogB0rjH2dsHhNREn3bM88KchUNQis0XNUOvWDpNR6Z69yGAegeM+U8+YirLu3tdLzc21tufeNpbykYI9T21BnWpk7oFvJqUQjc3aY6qST2iFCFxYrHh6EH/EaQ7ijXrg2pmtpCp845/KzHhRIDS6wBQZOAKee5in3nmAJDCsH13cIOTkgEh/xAPJbF7kWVju3+yfTdH7M4aSfYPpEcAf8rKWHW9usHXyo4C+HVa8h2BS8cT+sAiK5dcLgFDkYFzfxQJBAKBQLjNIQL+toOuuq5pYaquEwEfKWDM797Onj3paaBrKtkzJ6TR41z33h9QLvohjb2DPXFEYxUujRqL/UrBRwLYaFSyculanzJswnD+TNItzR717gY5ndyFEmHGbJ9+GNM1lXRLs2rglZw83BMcMZjE9vmhiu/xwJfunMFeuQRe+9s4OkYaM97zUJw5j2prZctKvU+XR44WZ88LciYrY6PXdsX+XU85x9DU/2ZnnHA4t1g7+x5kljmoTzg28NK4O9gLPkYGakKSkt+9UlYu9rWucU0QdTPh8zl2b2He/2tu3Wd3lAtiIkNP5PnvJCd4rARuExSM37d2fmbrvOwSzBQ1ljc8Hh93V3BvjYc2WXmuvulTW6cncaLYxL+UkTaaHwLrSgKBQCAQIgci4G8/OG0RY08NKsKQYziy31u9e2AvXwST2bXoniDHUWPjhLvm8ft3e5KT1ZhYceHSsE003Dgffsz4/nt0bTUAACBxwiRx/uIBuhZlszLnTlNOp5KeKY2dMBD5I1R7q05jq4/NG7J3mbZ8QNXVuB9imhHnLBCn3hX2yfTNbLPpww4bgNsz3udQEkMX9ex5KqnpztWPGvbsoNpaASElK9d19z0+60E07Vr1kFxZzpSVUlarGhsrF46WC0Iw9kMA/5OZNp7n/9BisciKp3F+lOmFjNQCjstmmd82WVoDB8nPMpvGBq3uhLuXIQDm4jn3Pryame28ZyVmu5+vx5Fusq19fU1FgiiciE98I7vQSdPQ5xdnIk0/n54COi/n7YIL48er6r70Kul30SVs6rA9l5L0XMqN8xXdCBg/WFlzweWzBHna4VpVWbOzIDePbMUTCAQC4TaGCPjbDrloDHfiiPdOmjxm3BDOh+ABCQJ77FCgo+zZk8K0mTg6Jqih7F2GYwe9rcUoWwd35IDr7mVhmOgAgGmG6k1LxlTXDTZa+w3dUGf85ztIlgGAPXuSvXzB8eBa6Hc5U1XV1/+yzv6tj1EfxsZtmz3qHQCQIhv27VYTk0MSvTfPQ3Exr7S0VYiiv9z8cUqSt7GcnDdC/sYz4HQghgm06ifnjbgZP3wE8M3EuCcSYs86XbWSbERoopFP79nrjqXpl7PS1lXXy3ruhskM/VJmWvDXwiznXLaKvmMKXXMdJ6ZIBYXeES53GA2H7I7lzXXvnzpEAQaANY01axqqF05fhGl6fBDLBIOv3iWM32ht39hubVKUQo771+SEpdFRgz4L+EVji7d6d4MB/rvZMoE33BMT1JTebuvQqHc3bbLyq8aWv+RkhGGiBAKBQCAMT4iAv+1QUtNdy1cb9+/B7W0oKtp51xzd0seEwYeurUKyHPCwqjJVFdL4ScEMxV6+6Ocohthzp4X5izETif/rkSgiL9GuV5MsPBi+/Nz7RaavlzNXr8hFo0MaBDmdhkNf0uVllM2KY2LlvBHCnAXuSmluGL9EFQCgayqj/vgHOTtXnLsIuZz+ySyAMXfi8CALeANC7+dlfae24aij1/3FSKEfJSc+kRCnc4LRNNC1AViEppqMuoaKS6KjPszLera+qdzXCn5elPn/ZaYFKvCmCxIEfsdWpifmn01Odd33gKcuw7r4uL+0dfy2tITy8pSf2tH2cEO1PH5iPBNsMstg8mx90z97EhCOy86vVtW9kpn2aPyg5mV0KuqGNn0HTQD4Y2tbkAL+M73KCG52dXbJGDP9XnQjEAgEAmGYE4k/5QkDjVQ0Jmr6TFqRgTPYLAOllAihguwBf7O6oTqD3ZemWvQKBCoK1WZRUkLYpQQAJLiYK6WUtV2NiZWLBiqLHnOckpZBN3Z7mCm5A1Wck2qs07TQNZUhCXiqzWL6xzvI0b3HiGxW9txppqzU+eg6pUf+IYuerz4GZO9iL19kqiuF2Qv0B/dzR0cuF3vpHLJZlaQUecz44H0QgieXY7cW5HzRZS+RZBugbFW5JyYqkx26KGVVZS+eo+trsdEkjZ2g+joyzjSbDhfmH3Y4TjucNhWnscxMkzH4yHkP/O7tjFfGPt3SZNzyvmPdt9xR9CMM3CvJiQVO7X/Jxc7OOWmRWE2gxOn6p599wP9pbHk4LpYaRKl73uUSA1d/POVwBZlZ0BDYW9GFcZuipETkQiSBQCAQCIMA+Qq8jeGIFVCEcaN3RDUE+5bp26EhpAQXge+Bqqsxffy+R6zi/V84l6/2GH2FF9eqhwx7d1KWFiUrV5h/90Bcgq6sQLK2ljhzrUyYvzh4Yczv/NTzgnhALqdh+xbH177pfohjY6GpIdAIyGGnfS3uPKhGn2rhlLXD9N5fPJdTTh93rl0/EDEUCGBRlHm50Wg2my1Du6inqqb3N9A13Y6G3MkjzpVr5MJR3l0oBLPNptk3UVkdyRJz+YKmkWpvo2uqPBEQq5MTFZ5nfMvSrMjKUulILLp51qlTgc+qKBWiWGgYPJcTh9pXfIaIsYQxF8TmeSxNA+hreAogZgCWsQgEAoFAGC5E4g8RAuH2RM7I6jsZW83KDXaowiL/3GwlKxeMIWgeJEumbZu9xSpyOY3bNoNeue+bR42Jda562P6NZ1xLl2PDgBSQMxw9CKAVGJStg7l+LcgRkM3a47SnhW5qoCzdgQ/SiFG6fXov2tWJY3UC1GUvX3cA4L783Pv1p5sa2FNHg5zqMIW9dM6j3gEAFIXfta1/Q1GWFuZCCXOhhPILiKA62r0dInrbfXM31CnTvR9ikxmPndC/yQw0xgD77KYB8Gjsg6w+sxjSWCYY9Q4AswKvzkwx8TyJnycQCATCbQwR8ARCpIBjYqWiMYGOKjn5SkpqoKPazilprgVLgKY9alWNT3Deuyqk+VCNDciqTWdFTgfjr2BVlWqz0A11SBS1hyIJjTzzvDgaf/i+RrBqQ9x9jvYEwMvjJ0KfaxDYaHIuX62xgpPzR4i+ipFp8Av4b9CplE51tLHnTrMlp6k2Hff74YX/E0T2LmQLWJVdFySJxm0fm9/+k3H7FuP2Lea3/8R/utn7w6nGxuu6D6oJSd4PhemzhfmL1fgEbDTKBYWORx73djqIKGaYTZyfhh9h4DJC8QW4eUbzhqLAG/4rgkuAB4CnE+Pj9LbZKYB/T0nybycQCAQC4faBhNATCBGEsPg+urmBateqRBwV5bz3/pCGkoqnKfmFzNXLyOlQklPkUeNCTZ9GNn0zKspX1TMVVw2ff0bZrOCuhTZtpjhz7kDUZrt5MMt5SxzP39ivtmJA+qy56C3IMcsiwQWgX09Mzh+hZGTZn3yGO32camnCBqNcMEIeM0ETgqEaTXSnzbsFm7Q7k9zxw4aDe7vrSlCUOHOucNfcYJ9OBKKzMY5CihwBAMOOT5jLF3sfY8yWngdFdq16qLuBZaVR49jS8z5XjktQsnN8BqIocepdg1/brx/ksOzPU5P/T0OzZ1nKRFGvhWLLHy5eSE99pKpWwljz0c/m2B8Grb3TWGZjbta/1jde8fKiT6Dp36SnzI2K0DUUAoFAIBAGByLgCYQIAhuN4tSZ/jHD0sQpODo61NHU+ARx2sz+TyZJ36xL8TIVo5sajB+/76lKiBTZcGQ/oqnI1JDyiJHcqWPaVooKPqtfTU7FNI10S5EjSk3rrm5FNzX0muojrYSXR46WJt0JADgqWpi7qK8JT5hE79nhPVVp3ETvDnRdjWH/HvDYhqkqd2ifnJmt5AyUC+BAo+cOgKna6uDfI2Szslcu+bezZaWitUPtyVwQFi9Dkshcu+J+qCanuO7TxkQML55KjJ9s5Dd22BokeRTPPZkQP8jb727mRJn+lpP5w4amGrE3iX222fRyVnpiKGuIxSZ+74jcz2xd512CU1XH8IblMVG62/IEAoFAINxWEAFPIEQWalyCTmN84uDPRElKUbJyNCnfSnKqmp3necgeOwR+apY7ckAsntbPPPZAldXDgThnAVNxjWr3iTMX5i7Sfc11wTQNUVFg1YnoxiYj7nEZpOprvQ+51bsaGycXjVGyc4Mv3ChOnooEF3viCBIEHB0jzF+sZGZ7d6ArroLG9Btjpvzq8BXwVJdOLQb22uXgBTxtada+Jp7Bmxs9Ah4beOcDj1CtFqq1RY2KUdPSIzNsJCSmmoxTTQNSJyIkFkSbj0XlX3AJlwXRTKFxBsOIfhnpsQitio1eFdvX2uVRh/PzTntlY0s8QmMZ+qG42OiIdBkkEAgEAiFcEAFPIEQWala2mpziXQcOx8TK+YNaG7wbinIuf9C4YwtdWeFuUDKyXPfdj702weimRp0TFQW1WnBGVvCXQpJo2L6VLS8DRcEcJ02aKsyeH3ZBhVnO8dVvcEf2MxVXKYdDSUoWp96lcTi/IWpUDK0n4FWzl8ygdW6talyCMH9xaDNGSLhrrjBjDhIEzOssiFAuHe9xytc4fZhBIfALosdB118AAIwCf2z83hc1MUlNjIicaqbsMlNVAbKkpGXId0zGeh+hYQSL0GQjP9k4IG6UbhSMn6tv2uBbPO8lS9t7uVkTQi8rSCAQCATCcGF4/0QgEG49MM2IYyfy+z73tEijxuqKt8GYTHS046GvUq0WqqNNjYlTk5I1SdqBJoaCzyoHAIxNf/1fjz8cEgTu2EGqpdn54KP9nXjgS/G8sGCJsGBJv0eQc/Lpuhr/diW7t0YA5Zu43t1o7/RvDAqEAr3OSlo6C6BJNpbT0vt5oQhASU2j63ziFwCBPOaO4EdQ0zMxzSBF1rRjmlbSM29+huEHY+PWTZ6i9OyFEvXUcftj60PN/L/deMnSplHvAFAvyWurag8X5pN9eAKBQCDcqpBvOAIh4mCrKrwfejbAhwo1MUkeUaQmp/hXuVOycvz749g4JSGEXU325BF/d3emoowKXEp9CJGmTPf3I8Ams7fdAGrTsbVHNqsmtBs57Ib9Xxg3/Y3/5EP28sVAgd99TWbsHUpahrd6V5JT5InF2n4YM9eucMcOMhdKkN6m/aCiqrSlmaqvQ5JOoW/nA49q9tvFSVOVZD07BkVBnZ3+Lxrmeemu2f7dpRmzsXEowssxZi9flN98Tfztf8lvvub/RrPnznjUuxuqvZX/YufgznKYIar4jxb9khCNkvyPjtDKFhAIBAKBMIwgO/AEQgSC+3wYQYiz5jPlV32yymnaee/9IUW/sxX+vmUAAOyFEiF1YDaTJYnqaFOTgy3L5w02Gh1rv27Yu5O5esWtxOSCkcLCpTjKS9VrVaWOEz3V1mr62188cpq9fJGpuBZqqT+gaeejX2OPHWYqywFjJa9AnDZTE32NBMH4wXt0T0U6bDI7HnhUzRiavWiqzcJv3US7M0SMJteS+zSlE7HR1PXMjwyH99E11dhkkqZMl71CG3o6Ye7gXu7EUaTI2GQWFi6Vxoz3Pi7MmKOaogwHvkBOh3tMYfZ8aeKUAX1qgTDs282dOOL+QOC2Vr68jGqs906mYHR8+4C9Xu7C2H/JjOCmTBStul6SAABw3OF8KjF+MOdDIBAIBMKgQQQ8gRBxSGMmeO+6y2NDiB8eZDDHOR5/kjt2iK4sR6KopGWIM2arXjb1wYBknZ1YANA3e785DJ9/xl44i2QZADACHB3jvG+1qhdH0AdqTKxz1cNIFClrhxoT65+hrWZmg48ROgIANSPbW4/xOz/RbIYzF0uYUWOCt7hzg1lOnD1fnD0/UAfDvt20Vz155LAbP9lk/+Z3h8CzDWPj1k29/g5Oh2HbZiUlVWsiSNPCnIV9DMOdOWE4etD9N3LY+c8+VuPifcLjEZImFkt3THaXPFRj4/pQwkiWMMP27wndELqliTt5FAB6FnEwAOJOHpVHj1N6ahYgu45vHwgupCrDPRN+4HDolBvsxd7nUQKBQCAQhjXkxwGBEHFI4yeCorDnTgPG8pjx4p0zBupKGDMVV+m6WmBoObdA43Ae7BgGgzB3IcztS3H1jZyVzfnatne35xf0e0xdTO+9RTf0XghhQDab+R/vOFc/Ko8Y6d0TyRJlaQGaURKTAgldzHH6od0A0qQ7mYvnaK8UAMywLq/Ee6Qo3qLaA11dGaqAvyH+G7yUzUq1WdQAZQJvgKIARfVvZ5jqaPN2ZwQAJMtMRblY7FcFQFGo9jZsMmGTTtFvtuSUz2NVZS6U6OS3I6TGBdyGRYrMnTjKlpxCNivmjUphkWvOQp8winBA1Vb3hGOg3n8xZiorPAJeTUnzd1VQE5IGSL0jp5Opvg4Ack7+0OQUhINstmfNRSe6BfJC8uAgEAgEAmFYQQQ8gRCJSBOLJf9M5vCiKKbN/6Svd6s77tA+sXiqsGjZwF5UD3HGHO7MKZBE70ackCgXjg7jVdizJ73Vu/eljJ9+2Pm9f+/teeWS4fNtyOkEADU+0bX8AY/WChJM086vrGOPHmSulyNRUNIzxZnz1HgvmSpJoLdJiEQhpAsFhe6YoqhpQJJEXb+myBIdHav7fOnq64Z9e+iWJowoJTdfWLBYp7qhotA1lZS1Q42JU3LywLdqN/K7KOg9ZebSeeMXO8HpAAC5oNC1bJWPjFdVqq1Ve8r1a6G9cKpq/OBvdE1V9xxcTuZCibnimv3xJ3FMbEgj9Y3uUwYA7BV1Ik6ZzlwoQb6ff/GuOWGchge6sd646W/uzzY2Gp1rHgv1sx0hpLPMdJPxmMPpr94BoO/KcwQCgUAgDGuIgCcQblMMxw52q/eeLSzu9Ak1O0+TkzwIYANvf2y96aONyNbhblEyMp0PPBreBGDu1LGAx0SRuVYmFxYBAGVpNmzb3BO9j6n2VuPH79vXfzukSmbgjmyfs1AMEAqOeR6bzP6x08oA5Pwr6VlMxVWfqzMsTvHJ/6faWk3vb0CdNhnABCBNnuq622cph66tMn3wN/eiAwKFKS+jG+rsT3wLm6N6B7E0G7duolq7DfzU+ETXqjWKl9GAmpSCeSNy+VS506S4U/W1xu1bPKsbTMU142cfO9Y85j1V/7UPyuGAUDLG2SsXPerdA3LYDYf3u+5ZEeQgwaCkpum2q16yWY1PcK5Zy3/+GWVpBgBsNApz75ZGjwvjNDwYdnWvTAEG5HQaPv/M8fiTA3GhQeC3GalAlZpnAAAgAElEQVTLK6q7/D4M6xLiZpiGa2QBgUAgEAg3hAh4AuE2hS7vEXXIp3HwBTwAqMmpXU99l+poQzabGp9wU7ugGKOuTmwya7Z/Kd1M4x6Y2iq3gGevlXnl3iMAQJ02ur5Gzi/s/5T0UOPiab8p9TOsvU+EBUvo2qrerWCEhEX3aLK++Z2fIK/Sd+yZE3LBSLmg9ynz+/ZoZDNy2Lnjhz0F+ZAie6t3cFupb/nA8cS3PNfCNO26ZwX/6UduDwIAEO+coUncYC9f1FyIvl6OHHavTXgdT0ccYs0w5rp+ZQem8lpI49wQJbdAySvwWFq418qUvAJNooSSlWNf/zTq7ESypMbFD5R3narSLU3dfyMAALq5EVR1CNwQwsE43vBFYd5/NjbvtHW5PxMpDPOT1KS1ceGMoSAQCAQCIdIgAp5AuE2hHHb/RuToS+UOLAhhzoBYFgz9L3rPlpzmD3wBTgdQlDR+krBwKWaD8ifDnpqaetXaNVvlSFHYk0eZslLK2q7GxCmFo8RpMzET4u1UT6RpdqfDgpqQaF//be7EYdpiUaOipInFSpavr7teQj5dU9kr4FUVNTX6j+x9FtVQ763euxvb26jaGiWv18tAHjna8Y1nmKuXkSTJOXlKRpbmFF1HN8puV3oEvJqQhE1m5PvpVbJyQxO9kn5ku39mwc2CkDBtpqmuBiQJ3KqZZYVpM3Vni6OjB7bgBEXhqGhks3qS8nF0zDBV727yOXZDTmaXqjbzRrMspagqce0nEAgEwi0PEfAEwm2KkpLG2LTVkpUU/YjfQYA9c4LfuwsUBfO8c8WDSt6IUEdgrl3hd33a/UBV2XOnQVVdy1Z2N8TEUZ7tRz/kwm4TOyXVOyW4O7vAO+AZOZ3Gje/QPWZstNNJNzUwpf+fvTsPb+o6E8f/nrtIV/K+bxhsA8aAwWY3GDBhCYQtIVCyFLIAbTrp/KaTdjpP0qfTzLQzz3Sa6WTa6fZt0jQNadKQAEmAsO9r2I1ZzWKMjY33Vdvdzu8P2fLVlWwsW7Js836ep310j+5ypAhZ7z3nvG+R9bmXtEu1GavV+PknXGUFUKqGhTmeWCYPdcvJpyQkseX33DpBSIDefxoe0VV2A4ahDKvP+a+98UEI8Bwosv60fEeqMLdSgtpz19dqA3gAUMMjxEnTOuuLmpgM16/orqJEaxbbM4x98VPC1k9Ie39oaJh93qLOTuj9Kp6r953t0bE+neehiCILu7eDtuK9JAm7t1vXverzHR9/cMwoEHZ9STo2Z/d9H/wulGGGhYVarVabzf/3vxBCCKH+ZgDfekcI9YY4fZZukjk1h0gTpwalM8Ruc0bvAEDsdmHvVz04CV94Xt9yrahjtvb0AucDz0FOajIr7ZXk5NHZasewMAEAKWeiopnZbjx+iHVPpQ4ATH2dcGhfx7aqmv/8e+5+GagKUJVpbjJt+itTV6M9RJyWr0uxLk7O828Gte4iRMl0zxfIsm4ZBAnRD9oDAICiWb7eeUjsvb0z0oTJ2nfbOeFf90GV04db17/qmD5Lys51zFlgWfeqr++bND6Xup+zrT13sk/neSim6oGzlJ1bY1Mjo6lQ0JekcbnW1Wul8ROlnInWZ9ZK2blB6YZ/MbXV6sVz5M7NzlIGIoQQQoMJjsAj9IhSEpOtK583HtzD1lQBwyhDhtnnLtTmJOtLTHMzaEaAmeYmUBTwFmJ1dZIW/YQCUBTS2kwjowFAGpXFjczibl7XT7JlGOuq5zs2Wdb6zAv82VNcWSnlOHnkKGlsjnZ37vplr1dnb1yFhUudfeYuF+rmeAOlxt3bbc+/3NEQEmp58dvGE0fY8lJqMovjJshjx/v0ev3IPneR4HBwt24AABVM9nkLFfcsd/a5C0PvlzkzwzspicnSlOmuTTUpWY2OZerdZtGrkVFqylCfekI53rZmPX/+NFt5n5pMUnau1+qGakSkOPMxn87s3rFo+9KVpj3bO14RwzimzpCyc7o8zmdMU4PXdtLUCD2q2th7yrB0ZVh6UC7td0SWjDs+54uvyQAsQEhIqP2JJ+V0nyfvIIQQQgMIBvAIPbqUYenWl14hDgdwbICKTneTGh1DTSbSPgNWSUrxNXoHAJXndXOKKGHU8EjXpu2p1fy5U8ZTx4nNCpRSjlPjEuzLVqkRbuO3lOPEvJli3kzPSxBRJJ1M0yWyRKxWGhYGAJxubjwAALCN7rGcqvIXz3FXCp1zBAwOuxodo3qsCe8bVBBsK54xyZKZ0nqG8fww0IjI1nV/Zzy4h6sopxwnDx8l5s/WDmJTlrM/uUr44lNXjTc1Mtr+5Kpu5iBwuxbPi9Pye/NyukPOzGpNHcYVX2Pqa2lomDx8pN/nz0PnWQlpnP+zFT6Cqo4c+hVv/mrOsnKT2aQok5vqN5w+tTg6BiIiH34wQgghNDBhAN/XWN/DkkAg7SmUuGCswxz0CCEMwwyY97Y/9JPjxJXP8bu2M/W1akqqtGSF13ePaU+45fXtZbUrjQEAgFCVdzicQbUTnTbTPm0mALiSbzNelxLJElNTDRyvxsa55RtjWeA4kPWrwQEACOFCQ9sWNsfGeT5PQ0O0feaPHeROHuk4cU21ecvHjvXfpWHhXk7eJ5iQEGIysY36Kd8AAJQajh5gr10GSgmAobGBhIXJmhF4AIDEZMeGv2dL75CGehoZrQxLJ/3830BYGJ001Tnxw/vHoPcSk9VhGUypW9J7dVgGSUzmApRq/pFxuLnlhZikZrbtDpGNZY9Gxx2Njnu6tPz/TYjBt9cvuv7KRb3EMAwh/f1rckDrJ28vwa8j5G/B/1g/aiIiIvrVv+TISBypCAhBEASh59nUH0WRuTAu11nNu7MizmrJbfnKJVBV4+hs08hRumcdLe4J5CkAgTDRxkT6NldZvV0sf7KRNjUBAElO4desIzEdAbk0Mku95mUWPZM+IiKufbc5cx3HDoJ7WjjjnAUm1z83VXWcOqY7A7HZQq4Ucn6tQ94DXr8TlCMH5EsXOrZlmd+/yzxiJONZXS/Gt0Xvgx5du07e/DfXZ4YZnW1Y+awpeLdpBodKUXyh6Joregdw/nunAGQLw49tbPlpum9rN1DXzGaz2WwOdi8GJ/wZFjgMw/SHt5fSwBYYQY8gDOD7WlOTxzLdYAgPD3feWW/0OtqGeiciIsLhcNjt9mB3ZFDhzp7i9+0ESgFAOX5Ynj1Pyi/Q7mCMima05dAIAECLQaC+fMiJ3S58+B5Y25ZG04r7jr/+2f7Ct107MPlzDLeLdemyKMfZZs+1aC7ErniW/+JT4ixXRog8Oc+WkQntOzC1NUaP+QIAIJbebQ3eP0mj0Wgymbx+JxgvnNUPUFNqO/u1FOX/aeeD0FOrw59cBQ31EBXdTBhQVMAv3t75r8qqZkV1ayJt/wOA/y4r/05EqHkgV8jrJ5zfCQBgtVpFzBHob4IgGI3GfvKzcJBxxu2qqjY3Nwe7L0AIiYgIRobaQcRisfz4xz/eunVrbW3txIkTFyxY8Prrr/PdW6NXXFz8s5/97Ny5c6WlpRkZGXl5eW+++eaQIcFZsegvGMD3NUVR+sOtOFcfZK+TgVHvUEpVVcX31o+ILAkHdoPm3w537KB9XK5bIvfcySb3euZyZpZkMnuf8d4JrrzUFb23Xfp+udLc1HGhqGj5m+uFA7vY0hJng5KS6pi/WIlL0F5ITh8ufucfuSuXGJtVHDueRkVrnyVGo9Hb1anZHMSPjfNvodcOCPVeqsSRulr8kHdXdDQTFU0pleu819tDPjnQ1NLFszaVHm9ufSwUR4x7y/X7GP+iBYKqqpRSfGMDp5+8vf1q4u1AVFZWtmzZssLCQgCIi4s7evTo0aNH9+/fv2XLlujo6K6P3bx583PPPSdJksFgSEhIuH79+uXLlz/66KOdO3fOnj2AC6ni/WmE0ADA1NXqC5WrKuNezk3OznHMe4IKJgAAhpGyc+wLl/t8pW7cXiOKTCytHZsWC0j6sSm+8HzIO78WDuwynDwS+qffCru2EU0ddWoyey35LruXTO9HOC/JOyiOcKIgqZaVrneo6ge/2hFCaNCoqak5duxYYWFh308vffHFFwsLC2fPnn3v3r3q6uri4uIxY8YcPnz4tdde6/rAysrK9evXS5L05ptvNjc337t3r6Gh4ZVXXrFarWvWrLG6j9YMLPjzCyE0AKjeCn1Tjzlp4sQprX//T62vfK/1H9+wP/Ek9T0NgZKUDCa3gTslMVk7zk9sNtPnm5jajqLuTGO96fNN2pCeK7kl7N1B7Pa2uwGU8kUXjNpC8QCOJU/puidljZVGj/O1w32j7baIrjEkzLMRoT4Qzj7k10s4g0NeCCHkB/v378/Lyxs+fPjixYtnzZqVnJy8fv366urqhx/pDydPnjx48GBUVNSWLVtSU1MBYOTIkdu3b+c4buPGjffueSn643LgwIGmpqYZM2b867/+q3PiY2ho6G9/+9thw4aVlZWdPXu2b15CIGAAjxAaAKjJrCuTLmeMUCOivOxKCA2PoD0t90AFk3Xp0zQk1LmpxMbbl67Q7sAXXSDN+iWLxGrhL3T8JTAcO+Sc7a+NIfgLZ7RBvhIbb1n/XUfeTHl4pjx2vH35KvuylT3rcx9QE5M9G5UEL5MIUM8QWeKLLhjOfU1aer5i82ir9adVNa+WV/6ypu62YzCvWJ5k6ureHAMwydxZKkyEEELd9eGHHz799NNXr151tciy/Omnn86ZM+f+/ftdHOgvmzdvBoAlS5bEaFLkpqen5+fnU0q3bt3axbE3btwAgNGjR2sbWZbNysoCgOvXrwekx30C18AjhAYGJT6JvXHVWTWdMmzgSqYraRmWb/9/pLqKcJwSGw/uE8WZulqvRzF1NV4fd6CUqatV2m8NAAA1h4iz5vqlz8RmA6q6ZQTwKzE7h7tyqT0HAQUg1GSSR2YF6HKPGqLIpr++x1ZXAYDh+CHr2g1qlG/J/B2U/l1ZxbbmjjtE/1NT989xMd+LG5xFAdbHRG1qbFY7eXZpeFhCP6gdhRBCA1p5efkPfvADr6m7ysvLX3vttU2bNgW6D+fOnQOAhQsX6toXLVp0+PDh8+fPd3Fseno6AJw+fVpVVVdRTJvNdunSJQDIyOivixa7AUfgEUIDAHf1kvHgbtK+rpWoiuHYIf7CmQBdjnK8mjxEiU8Ej2Xe1NBJ1lODQfPYa4o6AO+p63qF2KzmTR+G/uat0N/+0vzx+6S1q+RePaakptkXLqW88zUSGhZuW/Es1dyMQF1gqyqVLZ9I7/5O2fIJW1XpZYeyUmf0DgDE4eCLLvp6iZ8+qNFG7wAgqvTfq2p3ujcOGrkm4Y0E7xUQ0g38fyUn9HF/EEJo8Pn4449tNltnz+7evbu8vDzQfbh58yYAOCfPaznTyBcXF3dx7DPPPJOTk1NUVPTCCy/cuHHDZrMVFhY+/fTTlZWV8+bNmzvXPyMoQYEBPEKodyjlLheadnxu+nyT8cRh0vl3fW8uIRzc69lsPHpAn9ku8OTh+vrznu3yiEzPHWhEpBLn/7jC9PkmtvSO8zFbfs+09W9+vwQAgKLw16+S9lx9pLWFu93VX03kwl0uNG98Vz1zUr15XTl9wrzxXe5yoX4n2uXmwzgo/WuD90pU79UP2np1/xgX8+ehKSOMHTfODISsjYrYnTEs1lvORYQQQj65cOFCF89SSi9e9Pl2s6+cdRY9s807W7ouE2g2mw8ePLhw4cK//vWvWVlZZrM5Nzd3165da9eu/fLLL5mBnIgX55ghhHpBUcyffsiWlbZt3rxuOH/G8uwLamy8r2di6uv4ogukpYVGx4gTJlNNJjnS2kKsFs9DiCiS+joa5/O1ekNJy5ByJvKFbrO2pNHZcmbHfHJHwXy2tIRpbOjYg2Vti5/yHM/vJaa+li13y+DCPqhkqh6o/l6dbjh7ir17u2ObUsPpE3L6cCU1zb8XGmSIzSbs26ktfwiUCvt2WoZnUlPHIm1l6DAlLp6tqQYAyhukcbk+XaVMlCyq9+nk1+yOnvR7gFgaHro0PPSOKDYJJkaURjKAtd8RQshfLBYvP7182qH3nEnvw8L0SXPDw8MB4KGZ5Lds2XLixAkASExMTE1NvXPnTl1d3e7du/fv379s2bLAdLkv4J86hFDPGU4e7YjenWxWYdsW8LZiqgvcrRsh7//BcPoEf63IcPxQyLu/0aZ5hy4y0gVjpat9wRLbE08qQ4bSsDAlJdX++FL7ErdEd9QoWF/4tiNvppKUosbFy2PGW176jjJkqN97wl+/6q3xit8vxLUP8neglL3r0YjcsVUVxKPEIJFE9kGFW0trK42OpYIAHKfGxROLb+sg+M6KDFMwPALJ2DMMhvlRkXlhIRi9I4SQHzmnqXfBc2a73zlz17W26peDOcfeu64D/9FHH23YsMFgMOzYsaOysvL06dO1tbUffPBBc3PzypUrDx06FLBeBxyOwCOEeo6/esmzka2tZmuqlfhuTxdXFGHXl6CZDE/sdmHPduvzLzs3qTlEiY1na/U1S9TwCDXSLRE901hv+PoEW1ejhITK4ybIGSO6/1p8QIicnSNn53SxCzUaxVlzxVkBub4L01jv2Ui8NfaW6CWlOeOtEWmRTt4iInYMjDMNdeYP3nHtyVaUm//2gX3p09Lo7G5eJZXnEzjOS+VzAlNMmIwdIYRQTyxcuHDjxo2dPRsdHT1lypRA9yEpKamqqqq+Xv/DpqGhwflsF8f+6Ec/AoBf//rXixcvdjWuXbu2oqLi9ddf/5d/+ZejR48GoMt9AW9XI4R6jtg6mbxk9SF1Fltb7blynn1QQZSOgMSxaJl+HJ4Q+xPLQTP2yNZUmf/8B/7SeeZ+GV98zbT5I8PpE93vhm8o5W9cNRw/zF+7DJ3MXu4DSrSXPF5qTJzfL6QmpXg2ykleass9akhzk7Bnh/mDd8wfv288cZhIkvZZJTEZPIfHCVE076ewa5tnnG/c+xWxdzedBEPgn+K9ZJs3EvK9uK5GJxBCCKHOLF26dOrUqZ09+5Of/ITnO0nr6z+JiYkAUFFRoWuvrKwEgOTkTn+H1NTUlJaWAsCSJUt0Tzknz589e9Zrgv0BAQN4hFDPqRGRXtupT0WwvH6BUlWbyktJSpEzRmqfl4cM0y3ANu7vSFPf1nLsYKe3GHpDVc2bPhS+/Mx44rCwfUvIR3+GPs+l5ySNzaHuQ6xUEOTxE/x+Icf0Wbqc80pKqpzV3SHiwYqpqw157/d84Tm2qpItv2c4ftj81z8RuSOGV8MjlHT9NBAlfYQaHuF8TBwO9n6Z/rwUiMOuy27QtZeiI/8jKT6M7fibnm7gPxqWMkbwf+EDhBBCjwKGYT7++GPPYXaGYd54441169b1QR/GjBkDAPv27dO1O1tycztNGRMaGsqyLAAoHr/QJEkCgIiICNLZArR+DwN4hFDPiZOnezbKI7M6C+y9Yhq9JcqmQDRJ4Pjia9zN69rnubK7/GVN+lNKmQf39SdRFPaBl6pdvcQVX2fvlbg2mcr7/NUiv1+lO2hYmG3VN5XEtjvQSkKS9ennXMGhPy9kDrG88C0pZ5ISF68kJov5BbbVa7zm5GMqyrkrlxjPoHQwEvbu0C1xZ2qq+VPHtS3Wp1bLI7PaxuEJkUdmWZ9a3fG0JHq5geX8RSH6ln/u2zFRZzMzPhyW8lZywpa01GMj02eHhvh0BoQQQkgrLi5u9+7d77333ooVK8aPHz9t2rTvfOc7x44de+ONN/qmA8uXLweAHTt2aPPV1dbWHjp0yGQyPf/8850daDKZnMH/p59+qntq8+bNADBp0qSA9LhP4Bp4hFDPydk5Yn2d4cwJ1zRyZchQ28KlPp2EqfRWR5RS7l6JGNs2G9wjXxoFIGzJbWlc+2gzIYTjwX0CMwBQbXl2P9FmdKMABIAtue1r5nB/URKTrWs3ELsdgFIhgAueaWiY/XH9PDQtosjClk+49mT1ytB028pnKReo+XXEYSctLTQqirJB+kOmKEyFl48uV3bXLaZnWdtTq6Ojoxm7jZrMLXV12iepOYQKJq+z5anvSyGiWXZhWOjD90MIIYS6h+O4VatWrVq1KihXLygoyMvLO3Xq1Lp16zZu3MjzvNVqXbVqlcPhePnllyMjO4aLfvOb3yiKkp+fP3nyZGfLj3/842eeeeaf/umfBEFYs2YNy7KiKP7ud7/7z//8T5Zl++weRCBgAI8Q6hXH7LlS9ni2rJQ4HEpCkjI0zcui3y51lugLNFORPZKoEXDPBAYAUloGf+2ytoWazGq8nwuqAYDqmkxO219rSJCHOqkgBLcDAMCfOMJpSs2x90oMxw455izQ7kMk0XDyKHfjKpFlOSVVLJjv02QNJ6ah3rTlb0x9rXNTzhhpX7YyEHdqukYUhXhNf9DZ59kc4mWwnWHEqdONRw7omuX04UoAProIIYTQwLJx48YZM2Z88sknO3fuHDt27IULF+x2+8iRI9966y3tbj/84Q/tdvvPf/5zVwC/evXqs2fP/vd///dLL730ne98JykpqaysTJZlnud/8YtfzJw5Mxivxj9wCj1CqLfU6FgpZ5I4dYYyLN3X6B0AlE6KlivxHclFVW/50pQktwInjnmLVE1SN8ob7EtW0ABkWJEmTW3LqOd8rQzjyBvAfwb8hfOoKqeN5wEAKBW2bzV8fZxpbCCtLfyNq+aP/ww+Jikgkmj+8E+u6B0AuDs3TZs/6mmve44aDGqUlxRxaqL+s8qWl8p/+0D63dvy3z5gy0t1z4pT86WcSdp/OMqQofbFT/XgnxJCCCE0yIwYMeLixYsbNmwICws7d+5cYmLi97///TNnzjgrzHXtF7/4xYkTJ1atWpWWllZVVZWVlbVmzZqLFy++9tprfdDzwMEReIRQkMljc9Rzp7UhGQDIwzOVYemuTSl3Eld0ga3pqCSnRkRKk/O0h1CT2fLSK9y1y2xdDQ0JlbLG0tCwQHSYmsy21WtMX24Gq0UVzPbFT+oSvD2iPIeX3RvYmmru1g3ts6SlxVB0UZw6Q7sbsdv4MyfZB5VUEOSxObpagNylC54Tztnye+z9MiUl4AVpdRwF801bP9G2UEEQp7sVD+TPnxYO7KbOXLelJebC8465i8SJmpxAhNgfXyJOmMLev0ckSUlIUlKHYfSOEEIIOSUnJ7/zzjtd72PzqGfklJeX57kMfqDDAB4hFGSU522rnjfu3cGV3AYAIEQaN8FRMF8bw1CWsz33kunsKa60BKiqpKZZp8ygRo8M2ywrZ+d4lMP2M7b6gbDjc7C0AgBjs5h2fWl9arWaPOShB/bkWlWV/KULpKVZjY4RJ06lAUhQ13ahu3fYwnOSw26MTxSnzaS+1w9X0oazVW4pA+W0DO0mU1fjdgDx0kjsdvMH7zBNbXkN+etXHHMWiFM6ciVyHiPYbf1/UNH3Abw8YpT9yW8YDu9nGuuBYZTkIY55i7RJBElLi/HQXrdbG5QaDu2RRmbRMLe7S2pcvBoX32c9RwghhNAAhQE8Qij41IhI26pvEruNaWlRI6O8znunRkGdt8gQGgoAFouFdnKrNeAURfhyM2lucjUQS6t522bLulf9Pl2fu1xo2vVlW/h3G/iLZ23PvaQkJD3sOD3icBjOnybVD2homDRhihqtn3XGldwybf4YKFUBDKUlbMlt2wsbfE0OJ07L54qvMg31zk0aESlNn63dQYmI8jyKRro18mdPuaJ3J+PRA1LOJNcSd2rynm6AOhc19Dkpc7SUOZrYbMDzlNO/Y2xlOfEoYEMUhassl8JG91UfEUIIITR44Bp4hFB/QQWTEhcfiFXrfsTWVDENdbpG0tzEVHoUsesd4rAL+77SDt4SSTLu2ubzeUTRvPEdw7GDfPE1w/nTIe//wTN3uuHkUe2F2Npqj7T/D0OpsH2LK3oHANLUKGzfrD2tmpikm6dAjYI0NkfbwnqWJFAUpqaqYyt1mJerE6IMTffS3leoyeQZvQN0ntDO4VuJOIQQQgghJwzgEULIB4xm7N293b2avaIYzpw0f/BOyJ9+J+z9ilgtPl+oqpJIkscy8irisPt0Hv7CGW1cDYoiHN6nv5bHi2KavL/MznBXLnF3buoa2ZLbfNEFzUkZ65PfkDJHA8sCIUpisnWlvmo9Y/WW006zVkLKGqsMy9A9L84o8JxW0B+onUyX8JqUESGEEELooXAKPUII+UDppDq3Guu2gFk4uIe/cMb5mKmvZctLrWs3+FYU3Rm6e+Yy80gV1zXt8HV7S7WuRYlP5Fqa3VsSfLqKZ/Te1n77pjR+omuThobZn/yGXVGIqlDeS+E3lTd4ua+saKq1EWJb+Rx/5iR3/TLb3KzExEqT86RRY3zqbZ9R4+Ll7BzucqG2UR6bo8TicneEEEII9QQG8AihvmKzgsEIQVqr7C9qdIycNlxXIE0ZMlRbtZvYbPzFs9odmNoatviaPGa8DxdKSKQcT2QJaEcYr8TG+Vry3TPvnRoermtxFMxn798j9raxfXnseGXIUJ+uQsSOOeGa/rq1d2DZzpasq8kpcP+e+6mJbpSesqyYN1Psk9J9xOFgy+4Su12NT/T1poaT/fElfHikcOk8bW0hoWH28ROlafl+7ydCCCGEHhEYwCOEAo44HKbPN7H3SijHO+Y+LuVMCnaPeoEQ+9IVwu7t3M3rzgY5fYR90TJgOkaOSUO9Z001pl6/cr5rVDA55i0S9mx3jblTlnMsXOZrf6VxE/jzZ4jUsRhbmpSn20eNibWs/665+BovOlqjY+URo3y9ihodCyVtNzWIrl2DSKLh5DGu+CqRZTklVZw1V3VPYieNzeHPnyFKRyUBadSYHqTE9wu2tMS0YyuxtLp6Yl+ywtc7UJTlxPyC0GUrGFmmPN9c59vHACGEEEJICwN4hFDA8aePs/dKAIDIkrBvp5yRqauhNbBQk9n21GrS3MQ0NdKISAOHp9EAACAASURBVNVziDvKS7p1NcrnRdrS+AlKTKyh6KKzjJw0OU+NiPT1JGpUtHX1GuHIAabmAQ0NEyflSeNyPXej5hB1+iwuJESurfX1EgAgTZzKX75I3HOzUZ4XJ03TbFPhi0+59jifv36FKyu1vPQKNXckllfj4m0rnhEO7GbqaynLymPHO+Y83oP+9B6xWU3bPiOaYgf8jatqdIw487EentFg8Lytg/oGaW1hWlvUqGhq9G0CC0IIIdTfYACPEAo4t8FnVWUa65WBHMA70fAIpbOq7CazlDtZO4tejY5VMntSNkxNSbX3ury5mjzE+uwLvTzJQy4RGWVfskLYtc2Vro+aTPaFy7S55diKclf07kQsrfyFM2L+HG2jkj7csv5V4rBT3qCd19DHuHt3iUepQv7G1Z4H8AMEaWkxFF0gDXU0NFweNVpJHNj59khLi7D7y7YPHsuKE6Y4CuYH8XOFEEII9RIG8AihgFOGpvHF15yPqcmk9mgtcb/C1lQZjhxga6vVmFhH/hwlKUW3g33uQjUigrt2hYgOZWi6Y+acfl4er/fk4ZmW9d/l7t5mGhvUyCg5LYMKblPfmVp98jwAYL01AkDQR0qJe1a/Thsp5a4V8TdvAM87ciapvb7bElzcnZvCl5tdCy4MZ06IMwocM2YHt1c9p6qmbZ+x98vaNhXFcPYUNRh094wQQgihAQQDeIRQwEm5k4nVyhdfpaYQ+6zHgh6b9RJpbTF/shFsVgBgm5tMFeXWF1/RT25nWXFqvjj10UpXRgVByhrb6bNh4e4Z7gAAVGNw1rc/lNdE8VSTqtDJcPaU8dBe52Pu2mXrcy8p7rXuBxBitZi++gI06RKAUsOJw/KQVGVoevD61XNsTVVH9N7OcPEcBvAIIYQGLgzgEUKBR4iYXyDmFwS7H/7B3S52Ru9OxOHgiq+JU6YHsUsDApEkz7J4jNc09f2AMjRNGTKULdekxCfEMV0/Fu0qFggAoKqGwnO2ARvAc7duaD/YbSg1XC60DcwAnmmo92wkVgux2YKVGREhhBDqJQzgEULIN0QU9U2eLX2FKIrh0B7+ahFQkLPGOOYu9K3afB8iDyo8G1mPMvX9BcNYn1otHN7P3bhCJEmNiXXkPyanD9ftpfsw0OB9EnqPac+3r0M6ae//1Khoz0ZqMmP0jhBCaODCAB4h9EhS1R4nslLSMoBhQFXbtglRPOI6fyGWVmHnl2z1A3n4SPv8xZ41zAzHDhnOtw0C84XngWHt85/Qn8RmMx7Zx5bfUyOixFmPKQlJAept17zWhKeainHdx94r4e7cIq0tamSUPGa8NlWeP5nM9kXLYNEyIsuU8/7nUh4xii+6oN0MSE/6hBLmPSkjDQnt4574ixKXoCYPYSrKtY1i7kAuY4kQQuiRhwE8QujRwheeMx47ROw2ZchQ+8Jlujrk3aHEJdgfX2o8uIc47JTnHbPnBW7Zs3BkP1dyCwD4SxeU+ERpwhTdDlx7dsCOTY8A3rRjC1tyGwCY+jruQUXr+lepyRygDndBTdAvIAcA2knQ2ClFEXZ+yV8rcjUYT59wzHxMnDqjl93rQmfROwA45i4EoNzN68Dx4qSp8tjxgetGoBGDwfsTA7f6HcNYl6007d7G3r3j3BRzJ4szBslaHoQQQo8mDOARQo8QtqxU2PuVMyBh790VvvzM+sK3enAeaVyuNGYc09xIwyOpx6i4H5HmJtdjptlLXnTg3K/uEWoSh6MtenGyWbl7d6VRY/zXx+6SR2TB3q9AdYsGxcl5Pp3E+PXxtujdlQ5PUYyH9ymJSUFJtEYNBvui5bBoed9f2u9IXa339oY6r+0DAg2PsH5jDWlqJJZWGhWDk+cRQggNdFgKFSH0COHu3tYOJ7JVla665T5jWTUqJqDROwBIY3OcDyjLylleom5pzDjtpug5AsxxQNxSx1G+k4HWAKPmENuiJ4Hp6Iw0JlsemeXTSfhL59setZ/G+Z+TLzyv25OpreEvnuUvnvVavg550dlEg/6aVaH7aESkmjwEo3eEEEKDAI7AI4QeIdRodNtmGDAYO9m3X5Cyc5SoaLamShmW4TUjlzg1HwjhrhQRAnJWtudMcqbsrr6l/C5kjAhQh7smjx1vGTKUu3WDOBzysHTFx6rpRJY8K7E7A3mm3m302HD8kPHUsbY8BYSI0/Ids+b2ouOPBGVYOgBpvyXSQfLxJgtCCCGEAgcDeITQI0Qam2M4fZK018oScyd1sby5n1BTUtUuAl1Cuig4TxTZ9NUXHfn2AADAePqkMiIrWOXK1YhIcdK0nh1LGRZYFhTFy3OaGzHcnVvGE0c0h1HDqWNKUoouwxxbU82fPck21CshofLobDlzdM961TeI3cZfusDWVqsms5w+QknL8PsllPhEMXeS4eJZbaMaE+eZeQEhhBBCwdLff7kihJAf0ZBQywvfMpw/TSytyrAMaSCnHOsOpqbaSw0wSrm7t4MVwPcKwyipaezd257PKMM6Alru1g3PHbhbN7QBPHfrhumLT523NhgAvviaODnP8djjAeg0EKuFlt1V6usgOobExFFziK9nYKsqTZ/+1XXjyXD2lDQu1x6AhffK0DRwD+CVYWk9rteAEEIIIb/DAB4h9Gih4RGOOQuC3Ys+0tkKf2Jxayd2u+HkEe52scNmNUfHijNmy+nBmWP/UI7Zc03lpUR2Kz6nRkSKE6e6Nr2+areXrCimXdt0ExMM576Ws8YqSSn+7TBfeN54eJ/ssDs3Q4yCo2C+lDOx+2cgiiJ8udkVvbedtuiiMmSolJ3rz756FDUAAK74OszT1zVACCGEULDgbXWEEBq0lLgE7+3xmopuimLatNFw9hQ01IPdzlaUmz77iLta5PXAoFMSkmzfXKfGxrdtE1BGjrJ+cx0VBNc+aryXV61oitixtdXgHg8DAFDKeuQL6CXu5nVhz3bSHr0DAHHYhT3buZvXdXsSSyt//QpfdEG3mB8AmLJSprHe8+T8pQuejb3EaLraxm4fwGXkEEIIoUEHA3iEEBq0aFi43J7H3kWNjJKzxro2+Uvn2apK3T7C/l26Aer+g6mrYWprwJlsjQJ7+yaRJe0OjglTdIXuqWCStAvvJRE8c7UBgCh5tvWG8fSJ7rRzV4tC3v2NsG2zsGtbyHu/Nx7co32WWD0WQTjbPRdH9JrsMQFBTR6iq2KAEEIIoSDCAB4hhAYz+4InpJxJrhhMGTLUtvI5bTZ+rrLC8yhit3kOBfceURTjkf2hv/1l6K9+bvriU22V++4z7t/tjL7bXpKqGndu011Ff/dBVUAz616NSwSG8YxK1aTkHvSnU5QyHndGnJiqStewNtNQJ+zaRkTRdZTh7Cnu6qWO04RHeD99aFjP+kVkSbcGwUWamq+dtUFNJvu8RT27CkIIIYQCAdfAI4TQYEZ5g/3xJY7Z85iGOjU0nIZ5Rn19N0HacHif4dzXzsdc8TVTY711zQZgWZ9OQjxmv7MNddpN7u4d4j4VnIgiV3JbGj/BuUmNRnH6LMPxw9p9lKFpcsZIn3riF1zJHaLow2n+5g15TFuGRSU5lfI8kfSzA5SUoboWtqaKvX6FaW1Vo2Okcbme2fL44muG44eYuloAUGPiHPlz5Ey3EnGU561rN/DXLjPVD2hYuJSdi7XTEUIIoX4FA3iEEBr8qCB0lp5NTkrhrlzS7280qtGx/u4E5a+6XYitrmKrH/icN47jQJfEzj1S9Tq3nHFvdOTNAlU1nDkFskQZRkkfYV/8pJ/nihOiJiQxFeWez6gJSR3XsrQAAFDXjAIA3UtgGDAYwSOAVyOjtJuGMyeNR/a7ph4YTh+3PfWMkjqsY4fjh40nOu5ZMLXVpi82iTMfc0yf5XZelpWycwD0Ky8QQggh1B/gFHqEEHqkSeMnqlHRukb7/MX+Lx6mqh0TxdsRu0fWtIcRPYr/iflztJtKQpLnUUqi2/R4YrHwF8+CLAEAUVXuzk32fpmvPXkox5QZD22nzt663zrQptwDj847qdq0fA8qtNE7ABC73bRji+sNZ5qbjKeOOi+oPYnh5JGeLWRACCGEUFBgAI8QQoFC7HbS0hLsXjwMy1rXbJCHjwSGAQJUMNmXrpTHjAvEhXSD7ZTjvYamXXM8vlTKHNM2gs2w9jnz5RGZ2h2UYenaku8AIA/PlNMytC38lUJiswG0x7OUuub2+5GcmWVfsFibcYAajfYFi7UT16URo5SUVLfDTGZx6kxtgzjzMeq+0EDKGqu9T8HduemZdJC0tLD3SpyP2ZLb7TvobhUoXOkdH18WQgghhIIGp9AjhJD/EVk27vyCv34FAJS4ePvSpzsqn/U/VBBsTz9nMplCQkJqa/2fu87FvnCp+bOPSFMjAFCOdyxa2rMl1mpCIq28RxwONSSMxsbpnybE9uQ3+MJz3J1bAFRJHynmTNRNj2fL28fb25uZqgc96AkAcHdvM+VlwPPK8JGKx39lKXeynDk6/MoleHAfklKax4zXL01nGNvK5wwnj3K3bhBZllNSxVmP6VIVKPEJtm+uMxw7xFZVUrNZzsoWp+S5veIm76PoxGppe2D3KJvXsU+nTyGEEEL9xwcffPDd7363sLAwIyPj4XsDAIDFYvnxj3+8devW2traiRMnLliw4PXXX+d5PqD9DDQM4BFCyP8Mxw46o3cAYGuqTV9+Zln3anC71AdIawtXcos0NdLwSDktwzN9uhoda1n3d+y9u0QU5dRhNCS0B1cRtm/mr7W9t4xYb/rsY/vSFdJo9ykDDCNNmCJNmOK9n5ZWrrxU3+iwcyW35fThPnSFUtOXn3LF7UXdjx10zJorTtVPmxcO7VWdWQauXxWqqmxLntKfxig45ixwzFnQxaWUhCTbyuc6e1b1vIvhbI9sWxxBwyM7fRHua+kRQgih/undd99tbW2ltLvJd8vKypYtW1ZYWAgAcXFxR48ePXr06P79+7ds2RIdrV88OIBgAI8QQv7HltzWbjJ1tUxzk9pJPbDBwXDua8PRA65k6ZTjxfzZ4tR83W6U43uT7J0RRVf07iLs+UofwHeJK77mLAXv3jPKXzrvUwDPXzjTEb0DgKoajx5Q0jKUeM3q9LK72hyB3NVL7PhcJTWt+1fpDmnUGMOpY8Ru0zaqKanKkLZM9XL6CCqYdDsAAJjMcpov9ywQQgg9SiilBw4c2LlzZ3l5uSAI2dnZq1atSktL6+NuNDc3//SnPz169KhPR7344ouFhYWzZ8/+8MMPU1NTb968+dRTTx0+fPi11177y1/+EqCu9gFcA48QQv5HDAZdCx3g87W6xl+7bDywm0iSK0UakSXj4f3c5UL/Xoi9dcNLq+jwXAHeBdLanvhd197S7FNnuLseq8dVlXVvZGprdLswNdU+XUWLyDJ4G3mg4RG2ZStpWHhHR1JSrUtWuDIRUkGwP7Gccm537SnH2xY/qV2iDwCktcV4YLf5k42mr75gO6ljjxBC6FFQWlo6b968FStW/PGPf/zqq6+2bNny05/+dMKECW+++aaiKH3Th/feey8/Pz8pKemXv/ylTweePHny4MGDUVFRW7ZsSU1NBYCRI0du376d47iNGzfeu3cvMP3tCzgCjxBC/idm5wia+mHy8ExqMgexP4HGnz7R9sg9RZrxzAk5258FybzPYiDEp5z5NDQMQN9VANAGwN3hmVQfAHRj+2qMfnJ7z7IhcHduGg/vZ+pqKMfLY7Ids+dRwS19gJKWYVn/Xab8HmNpUaNjlaQU3bJ/ecQo6/rvGk4dY6oqAUBNTHZMy9ctcyCtLSHv/z9ia1sVz129ZF31TSWtu0sNEUIIDRo1NTWLFy8uK9OXaFEU5e23325tbfU1ou6ZoqKi4uJis9lsNpvr6uq6P39+8+bNALBkyZKYmBhXY3p6en5+/uHDh7du3fq9730vID0OPByBRwgh/5NyJtnnP6HExqvhEdKEKfbF+mXPg4qqsp2MKjO1NcS9ZnsvKclDwD0fO2hWeneTnDnaS/I8QqTxE3zsjJcK9mryEPfNFO29G2o2q96O6hp7v8y09ROmthooJZLIF54Xtm/xHIqnPK+kD5eyc5XkIV5r2qvhEfbHl1jXbrCu3WBfsNgzSYHh9AlX9A4AQKnxyH5fe4sQQmgQ+I//+A/P6N3l3XffPX36dB904+23365ppw3FH+rcuXMAsHDhQl37okWLAOD8+fN+7GQfwxF4hBAKiC6SqPUxYrMJu75k795Wo2Lsjy/RRZj+QX2Ywd41Ikt84Xm2qlIVTHLWWEXXW4axz10k7N2hOYDYnnnBp0vQkFD7E08K27YQ12g5IY5p+XL6CJ/OI07N565dZjR11OWRWbol5fzJo9qQmFithpNHHbPm+nQhw5mTujUCXMlttqZaiU/w6TwP5Xkjhq2tBkq93g5ACCE0WDkcjk2bNnWxA6X0ww8/nDp1ap91yVc3b94EAOfkea0hQ4YAQHFxcRD65CcYwCOE0CBnPLyXu3UDANiaKvMXn7Z+5x/9HI8xDLAseF0OxzK6ddddIzareeO7TFOjc9Nw/rRj1mPiNLei6FLuJEKp4eBuoijUZLKueE51L7rWHfLwTMuG7xouFzJ1tWpYmDwyS1ejvjuoIFhf/Lbh6xPs/XvAG6QRmVLOJN17y5Xp091zZaUOHy/E1OkX0gMAU+f/AJ6G6Bd6UJMZo3eEEHrU3L59u7W1tet9Ll682Ded6ZmmpiYA8Mw272xpbvYt602/ggE8QggNcsyDjlRkpLWFtLZ0uthblnp2CSqYiaXFS7tR8Ok8wqG9rugdAIBS47FD8ogsNSZWu5s4YbI4fgKxWmloaI/DSxoa5sib+fD9uj6JYHIUzOtqB94znaG+5aHUiCimvk7XqEQEoASO7HEXpturDRFCCA0aD43eAaClxcvf/f7DbrcDQJjHLf7w8HAAsFqtXo4ZIDCARwihQU5NTGJrqpyPaWhYWwo3DWJpFQ7vZ2/dcIiOkKgYx/RZ8hgfqrIBgDx8BH/pgme7ku5bxTj23l19k6qy5aW6AB4AgGWp7wPvfU8eNZq761ZTUMoc7etJpPETuZJb2hYlMVlNSOxs/x7zzMNPrBYiSYO7hgJCCCGduDh9BlZPCQl+ngXmXzExMVVVVZ53Ipxj7wO6DjwmsUMIoUHOUbBAHp5JWVaJjbcuX6UbsiaybNr0IXelkDjsQClTX2vasZUv8m1enDhtZsdge/uQLTUYPIe4GWurce8OYcdWttxbBRdvGe9IX9WqCQTPTPXEswT9w8iZWfb5T7jeYWVYum35Ks9kfr1Hzc4p9B2j7tRg8GkRBEIIoUEgLS3Nc/W4TkFBQd90pmeSkpIAoL6+Xtfe0NDgenaAwr/KCCE0yFGTyfb0s509y12+yNbqU5cZD++VsnO6PztdjYyyPfuisO8r5n6ZszybkpTiWLBYjXZLGMtUlId89L4z4x1/tUjMm6lL56akpHI3r+tOrs9jN3AQSTJ4ZHE3HNkv5UzydUxbmjBFGj+Raaij5hBqDvFfH92vMnocd+eWtsKenJWNa+ARQuhRQwj5h3/4hx/+8Ied7RAaGvryyy/3ZZd8lZiYCAAVFRW69srKSgBITk4OQp/8BEfgEUJo8CN2G3u/TJsv3YWtqvSyv83GNDX4dAklPsHy3EuWb/+D9dkXLN/+B+s31ykJ+tvbpp2fa/PVG74+odtBnDJdV59djU9QEgfqX1mmpspz+gBRFKb6QU9Ox7JqbHzgoncAkMeME2fNbRtyJ0QaPc7x2OOBuxxCCKF+a8OGDcuXL/f6FMuyv//9750Rcr81ZswYANi3b5+u3dmSm5sbhD75CY7AI4TQIGc4e8pw5ABRZACQMkc7lq6gbMeXf2c51XqQaw0IUSMiISKys+cZ3VI0qjItTWpYRzVyw+kT2vnbAMDUVLOV93uQIr5f6Ow97MF721cceTPFSVOZxgY1NExbwR4hhNAjhWXZv/zlL//7v//7q1/9qrGxI79sTk7OL37xi+nTpwexb92xfPny//mf/9mxY4fVajW3LRCD2traQ4cOmUym559/Prjd6w0M4BFCaGBjaqqZqkoCVE1IUuL0GWXYslLjob2uXOJ88TV6PMYxu2PiujJkGJz7WneUGh1DQ0L93lU1NJTRrkYjjDZ6B0rZ0hL9MZRyd+8M0ABeiYmlIaHE4rxtQZ2TC2hIqOKZk69fUVVQFF3leYQQQo8almV/8IMfvPrqq6dPny4rKzMYDOPGjRs92udUrH3gN7/5jaIo+fn5kydPdrYUFBTk5eWdOnVq3bp1Gzdu5HnearWuWrXK4XC8/PLLkZGdDjb0fxjAI4TQQEVsVuPer/gbV10t8ohR9seXaGNv7s4tXSUw7k6xNoCXM7OkUWO0J6Esa1vkfdZcL9kWPRnyt/dBbeuPNGWabgfirY4d47FEf8BgGNvip0xbPyGy1Ba9c7xt8VOByD/nH4piPLzPcOGMM3qXM0baFy0LxK0chBBCA4XJZOrn+eoA4Ic//KHdbv/5z3/uCuABYOPGjTNmzPjkk0927tw5duzYCxcu2O32kSNHvvXWW0Hsau9hAI8QQgMTpeatnzD3y7Rt3K0bppZm65r1wLhSnDy8jrd92UolY4Tx9k3WbnNExYhTZ6iRUQHoMRjOn3ZF7wDAFl8nU2dSk6m9p1RfdZwCEKBMoNK1sJX3mapKGh4hpw2HwFxFScuwrH81/OZ1aKgj0bFNI0bR8IiHHxYkxhOHDZrpGNydm6Ztm63PvOBrHjtitxnOn2GqH1COV4alSWNzAvT2IoQQQp0ZMWLExYsX33zzzZ07d547dy45Ofnpp5/+yU9+EhHRf/8QdwcG8AghNCBxpXd00bsTW1XJ3SqWM7Ocm3LGCMOZk9rAWM7wqM1OiJSdy02ZLoSENNXWBqjD/I2r/PUr2hamscF4eK/dNdrPMFQQiN2u6RiAc5J/AAi7t7lq1yvxibZnX+iohOdXNDyCXfAEwzCUUlpX16tzKUoAR+8p5S+e07WxZaVMbY0aF9/90zD1deaP/kxsVucmf62Iv3TB9uyLtN/OO0AIITQQ1NTUdPaUzWbz2p6cnPzOO+8ErEfBgXfEEUJoQGLul3tppQAAbEVHYK+kpjkK5ruy1smZo8X84EyEY+/d9Wzk3Be9S2PG63agDCNnjPB7Z7g7N13ROwCw1Q8MJ474/Sp+xF+/EvL+H8L+9z9D/+8tYecX7evq/YnYrMTu5QcQ2+DLTQdKhe1bXNF72xkqyg3HDvWudwghhBACwBF4hBAaoIiqALgyo7laAQDAvXSZOGW6mJ3D1tXQsAi18xTxAdcWHLr1mDjcIkbHnAXcjauMJjoV5yygYeF+74vn5AWuotzh98v4CV90Qdi1zfmY2G385UK24r71hW/5Wky+a9Rk1s+AAAAANTqm+ydh6mq9Fibkr11yFMzrVf8QQgghhCPwCCE0QCkxcQC6oult1FiPCc8mszJkWDCjdwDalvHVvcx7SJjbTixrXfeqPGIUNRhoeIR98Qpxkj7RnX94JGZTA1lfvVdU1Xhwj66Nqa/lL57184UIkXIm6dqUIUPbPmndPIfd6r3d6r0dIYQQQj7BEXiEEBqQlJFZNDSMtLboxuCpySyPGhOsXrFVlUxjgxoZpcQn6jKfiVNnGk4d1+0vj9JXo6GCYFvxjP68qkpaW2hIqL9WgEuZow0nDhPXkjlvsWs/wTTUE4eXyQFM5X1dC3E4uJvXmNZWJTZOHp7pa+Y5AHDkzyGiyBeea8tCnzbcvmi5T+dRw73fJApQWkSEEELoUYMBPEIIDUiU521PrTZ9+RlpbupoDA2zLV9FhYAkY+sasVpMX37GlpU6N5WUVNvyVTS0Y4CdGo1qSCjjvnhbzJ2iOw9TX2s8vJ+tKKeCII2fKE6aZjh70nDyKBFFYFkxd7KjYH7vw3gaGmZ75gXD4X1s1QM1LFzKmxmIlfZOpKVF+fq4UldDYuPJ6HE0LOzhx2ixncyVc38T2OoHps8+cq2NVxKTbc+8QA0GH6/F2uc/4cifQ+praVh4DxLm0/AIKWusLlshAIiTp/t6KoQQQgh5GgABvN1u//DDD0+dOtXc3Dx8+PDc3NxVq1ax3fv1Vlpaunnz5tu3b1dVVcXExOTl5a1evTokRD9Pspu79aYnCCHkd0pSimX9q/ylC2xVJVCqxCdKORMp72PM5ifCzi9c0TsAsPfLTF99bl29VruPOP8J4YtPXZtSdq42wgcAYrOZP9lIWlsAgFgtxkN7mbJ7/O0bbU8riuHc18CyjoL5ve+wEpdgW/XN3p+na0xDvXnju6qjbWF5yKmj1rXfUqOiu38GNSKKhoR6Zq1TUlK1m8L2Ldp92AcVxiP77fOf6EGfqclE3U/u/jTlrlzi7txkbDYlLl6cnKeL8x0LljBWK3uvPT0hw4iTpknjJ/SgJwghhBDS6e8BfG1t7c9+9rOSkhIAiIiIuHLlypUrVwoLC994442whw1i7Ny585133pFl2WAwREZGVlZWbt269fjx4//1X/8VExPj62696QlCCAUI5Xhx4tRg9wKIzcaV3NY1sqUlxNJKNavN1choNTyCaW4CAMrxcqq+Phx344ozeu9oKbmp24cvuuCYPa8H88ODwnD0AHF0pIUjDofh6AH78lU+nIIQ+8Klpq2faGsBqimp0viJHbu0NDN1+vp/7F39fxE/oNT0+SbuVtstFfZeCV943rp6jaoJ+KkgWJ9Zy5bdZR9UUp5XUtPUmFifLyTLwu7tXOkdIjmoKdQ+bYbcX9c4IIQQQn2pvyexe/vtt0tKSsaOHfvee+9t3LjxD3/4Q2pq6uXLl//0pz91feDdu3f/+Mc/UkpfeeWVTZs2vfvuu++///7EiROrq6t///vf+7pbb3qCEEKDHtPSrA0vXUhTY8djWRI+/4Rpn/BPZMm0Z7suYzmjWQ7Qtpuq6ltsNiL2aLo5EgAAIABJREFU24Txemz1A31Llb7loeThmdbnX5YzRtCwMCU+wTFjtnX1GmA6/oK3v0tu/wmIezECv+AvF7qi97aryJJpx1bw+M+kpKaJU6ZLuZN7EL0zra1hv/0lf/USsbSCKJGmBtOeHaa/vd+bniOEEEKDQ78O4K9fv15UVBQaGvqjH/0oNjYWAJKTk3/yk5+wLHvw4MGampoujv3ggw8URVmxYsWSJUsYhgGA6OjoH/3oRwkJCWfOnKmurvZpt970BCGEBj01OkYbT7YhhGoSmDOV9xlNPA8AoChs8TW388R55M/n9DPFaHgENQZhkX/PtK8R6AitfV4DDwAASvIQ28rnW7/zmvXFV8T8OZRzKyCnhkfQsHBdhn9liH6CQ++xpXc8G5mmRs/7FL0hfPEJeNyj4cruGS5f9ONVEEIIoYGoXwfwJ06cAIDJkydr56gnJCSMHj2aUnrq1Kkujr158yYAzJvnVnXWYDDMmzePUrpr1y6fdutNTxBCaNCjHOc5k1/KnUyNRtcm462QGGOxuB2SOUY7GRsIcUyfpbs1YJ/5WO873GfEcc6138Sjxa8IsS1aRtmOmx00PEKcOIWtqiSSqN/X0uq5or6bdP+9OnjLk99j7AMvleQBgDt/xo9XQQghhAaifr0G/vbt2wAwceJEXfvEiRMvX77sfNYri8XS1NQEAM7Rcq3ExERoj9u7uVtveoIQQo8Ix+x5lOMM504TSaQcL02cKs4s0O6gJCQCIbqZ9kpikttZWNb6zFr+/Bm2opwKJmn8BCUpRUlNM5w8wtTV0ohIcXKePGJUH7wcf5HHjnc4HMKpo9TSSkJC7Xkz5bHjA3EhJW24df2rXNFFpqUZTCamtMT84Z8AgLKcOHW6mD8HCGHvlQh7dzL1tQCgRsfaFyxWhqbpzsM+qDCcOMLU1dLQUGniVMm9JKESn9CRnc6FEDXWh1rxD+cxIb/tOjYsJo8QQuhR168D+IqKCvAWXTtb7t/Xl8B1CQkJMZvNVqu1uro6NdUtlW5VVZXr/7u5W296ghBCjwqWFWfNFWc+RqwWag7xTDKnRkaLE6cazn3talESkmSP4WjKcuIUt5JjSkpqH6SLDxxx4pTQ+QsZh50Kpua6usBdSI2IFGfMJg11IZ9+SFracgESRTaePAq8QR6eadr8NyJLznamvta05WPr2m9p16izVZXmj/4MzsXzjfVs+T1YsFjKnezaQZowmb90nogiAKXt/43FCZO1qQr9gGG8xvDUZPbnVRBCCKEBqF8H8BaLBQA8c7yHhoYCgNXbbEyX4cOHFxUV7dmzZ/369a5Gu92+Z88e5wOfdutBT27cuPHv//7vnu3/93//5zwquJj2KamRkZHB7cmgxDCMIAgGXyswo4dxfW5NJpNRMzcb+YXz7fXDd0JUVKdPrVitZoyAq5fAIZL04eyM2Y/IPxOGYcBkJoH8yqWtLbBru3rpPHjLXSdcOAN2G22P3p2IJIVeKWSWr3S1qNu3UPfDTccPhxRocv5HRtK1G9Stm6C+lgAAw5Ap002Ll5vc1+T3kpKcCuUdJQlp+woEbkaB1zeQEILfCYHg+so1m82CMGASTwwUDMMwDIM/wwKnn7y91FuGV4R6o18H8JIkAYDJZNK1m81mAHB0ueJuzZo1r7/++rZt24xG44IFC8LCwm7duvXnP//ZmXBObb+1383detATq9V67do1z3ZCCOeRkymI+lVnBhPnH+Zg92LQwrc3cAL+nTB5GkyeFthL9GOBentVVfrofbXUY3J7O9rSzDyo8PwVSaofaLskeuSio1YLa7WSCE2l98ws+q3vqscPq63NzMgx7KQpfi/px734LfGtn9H2PHbOs5P0EYa8GZ0dgt8JAYVvb+Dgz7DA6Sc/uftJAI9FrweT4H+suxAWFtbY2Giz2XTtzhHvrj+Io0ePXrdu3V/+8pdNmzZt2rTJ2chx3LJly7Zt2+a6kdzN3XrTE4QQQiig1GuXu4jeAQCMRhIbB/fu6ppJVIzbZmQ01dWT53niPmtMLbkt/en3IIkAoF48r167xK9Z7yWGp5TW14LBSMLCfXkpAAAQHm548z+lzz6iN4upaIfQUHbO49y0TqN3hBBC6NHRrwP46OjoxsbG1lZ9slxnS1QXszQBAODJJ5/MycnZt2/fnTt3GIbJzMx87LHH7t69u23btvDwcJ9260FPxo8ff+DAAc92SZLqArkGspsiIyNZlgWA/tCZwScqKsrhcHS9ygP1gNFodK1b8byhNvAoCl94jr1XAiazNGGqEp8Q3O6YTCaz2YzfCYEQFRXFMAyltL6+PhDnN9y62fVSBHlklj1jpKDL4k5Ia8YIRfNfnB8zzni7WLuLNDantdGt+J/5s48ZTWZ79fKlplMn5MysjrMqCn/6BP/1MSKKAEAjoxwF82X3ZHjdsmAJLFjSsdn5JzM6OtpmswX9O4G0tLBld4nNpsYnKKn+r+HX9wRBCAkJAQCLxeJaVIj8xWw2G43GhoaGYHdkEIqJiQEARVEa3b++goIQEh0dHexeoEGlXwfwzoUrnj93nF92zn+cXUtLS9uwYYO25cyZMwCQkpLi02496AnLstrbBC51dXX9ZC6NU7/qzGBCKcX3NnAGx9srfPU5f+2y8zF3udD63EtKUkrXhwSU8y0dBG9sfxagt5d2ufxbSUm1z11IjQIza67hxOG2RfIs68gvkNNHaOsCiFljwWoxHDtEHHZgGGn8RMdjj2v7TCSRqavpuC4AAWAqy+nIjtIAwrbNXHHHCjLS2CB88andPRme3wX9O4G/eNZ4cK8rR6CSOsz65DdgsGTdC/rbOyjhV24fwLcXDUr9OoAfOnTo+fPnL168OGvWLG17YWEhAKSnp3dx7P379202W2Jioi5j3Ndffw0AU6dO9Wm33vQEIYQ8kaZGV/QOAKAo/JmTyvJVwesRGsCUoWmeJfrAKDim5iuJicqwDOcUd0feTHF0NldRDgBySioNj/A8lThxqpg7mbS2QEgoZVnds5TjKc87h9ahfXU6NYe4dmDL72mj946+HDkgZ+fSfrAeNRDY+2XC/l3azPlsWalp93bbU6uD2CuEEEKDUr9OSeKMn8+ePavNEtfc3FxUVGQwGAoKCjo/FPbs2fP973//448/1jbeuXPn2rVrUVFRM2bM8Gm33vQEIYQ8MRb9khympTkoPUGDgBKf6Jg+W9tCWda6bKWYl6+kDdcuUKcRkdLobGl0ttfovQ3D0PAIz+gdAIAQeWyO24WMRmlkx/x5tvSO11MSh515MGhLrvJXCkFVwf3+CXfzOtMU/Om7CCGEBpl+HcBnZ2ePGjWqoaHh17/+taIoAOBwOH7+859LkjR79mznuiynHTt2bNu27datW66WgoIChmG++uqro0ePAgCl9MaNG//2b/8GAMuXL2fbf5d0c7fu9wQhhLpDjYmjvFvlLSUlNVidQQHF3bml/P5t8d/ekH/3P9ydm85GpqmRvV9G/LeuWMwvsD6zVsrOVdKHi5OmWde9qqQP99fJtRxzFkgTplCWAwA1Lt729LM0oqNQk2tw3lMXTw10jDPzn0ciP4IBPEIIIX8j/XxxSGVl5T//8z83NTWZzeahQ4feuXNHFMXk5OS33npLm/t91apVoii++OKLK1d21LP97LPPPvjgAwAIDw+nlLa0tABAQUHB97//faIZjujmbt3syUP1kzXwUVFRztsTtbW1D90Z+So6Otput2MSO78TBMG52sVisQQ9YVXv8dcuG3dtcy6aVRKTbavXUGMwKy2bTKaQkJAB8Z3A3rvLldwmrc00KlrKylajH54SJVjYslLzpo0dk6sJsa18jr9wlrtdDACU5x1zFgR0cXigqCpRZMrrc+fxF88Ke7/yeoTlW3+vRgYkk1NMTExwE1uavvqCu1Lo2W5Z/6oaHdv3/fEX53cCALS2tmISO78zm82CIAQoseUjLjY2FgAURekPOQIJId3J24VQ9/X31WhJSUm/+tWvPvroo3Pnzt26dSs6OnrGjBnPPvusswB711atWpWRkbF58+a7d++qqpqdnf3EE0/oFrF3f7fe9AQhhDxJo7PloWns/XJqNikpQ/1eTHtQIops3PE5f+Oqq8Vw6pg4o8CRNzOIveoCf/60dmk0UGrcv5Np/01JJEnYv0tNTFYSk4PTvx5jGMp4yXwvjxpLj+wnmuVmTsrQtABF7/2BNGq0ZwCvpKQO6OgdIYRQ/9TfR+AHHxyBfxTgCHyADLIR+P5mQIzAGw/uMZw91b5FXbOWbU9+Q84crd2TqSh3jnLLGSPV4C1PMG98l31Q4dbEsm154NuJ+XMcM9xWsPcMsdu5W9eZ1lYlJlYenglMcFbJsXdvmz//FLSl5qJirM+spT0oCN89QR+BBwDj4f2G08ddm2pYhO35l9QuEg0MBDgCH1A4Ah84OAKPBrf+PgKPEEIItVEU/tJ5zXbHnAXDhbPaAN5w6pjx2EFnVnbj18fF/DmO6fp5VX1DjUvQBfCUZYl7AA/gh7u6bOV905a/EavFuakkJNlWr6VCEBZlKMMy5NRhrtX+QIg4YXLgovd+QVXZynJtA2NtJc2NMMADeIQQQv1Qv05ihxBCCLkwLU2dJUJjaqs7Hjc1Go8f6qipRqnhxGGmMTjjMI7ps6hgcm1SwaSbKQCEyBkje3sZSoVtm13ROwCwVZXGQ3t6e9oe4W5e74jeAYBS4+F9ZFBPmeGLLrBlpW5NiiLs/DJI3UEIITSY4Qg8QgihgYGSzm86a2qesQ8q3JadA4CqMhXlamRUwLr2/7d35/FR1ff+xz9nZjJL9o0EAkSQNYCAbC1YRH6gglaEEgWqdSlea6368MK9WrleW6U8xCpVcWv1YsW6AIKAwQVEwYUIBdEIyBZC0CRAEhKyT2bmzPn9cdoxTkJMYmZOTvJ6/tFH5nu+c+aT6XjIe77f8/2ekxYXX3PzbbEHvpLSYqVbSkXGcHE6lbq6hovY/fgb4C3lZY13LLMdP/YjT9s21pPB28Upqmo5VRSiVfE7AmvBN40bLWfLlarKTj71AAAQdgR4AIA5aLFxWkysUlXZ+JAvrVfgZ7/D0cSTXa4mGsNCi46xTr/KYrFomqadOSMidb+YazlbrlRX+ZNT2mWWu+JtamKC1yOaFv7FEZWqqiYa/WrjxnZhKfxWzT1ssdmU1DTNoP+XzzUxRPF6jF/zBgDQuRDgAQAmoSj1Ey52bt4U1KxZrd6ffneLuz+ttxYbp1RWfNchJkZNM2wduyb54xOk/WYE+JNTtAh7UIz3p/UyZGsD65mSxo2Wk0XSb2D7vpDidruy1lrz81QRi0iU01V/2ZXeQUPa91Vawt+9h+QebrCoooiI5nD4E1i5CgDQzrgHHgBgGt7ho9xTpzcctfbHJ9b9Yp6akhpo0ez2upnX+pO7/atDYnLdzDlak8PynYVmtdZPmvq9FpvNPelSQ4pRKoMn84uIpalU/wM0zb73n5Ev/TXqhaccH25uPMrt2PqONT/vu9d11zne2WApM2AbBc+FY7XYOPn+tyX1F09hb0gAQLtjBB4AYCbeC8d6Bw+1nSxUqir9CYn+nulagxvgdWpqj5qbbrNUlIsm/viETp+jlJpqx+7s77X4fI6Pt9b9Yl74f3d/TJy10ZZjWlx8a89j3/tPx4eb//Xz57uU6ir3jMzAUcXnizj8ddBT9Mb68e2wJ1+raE5X7ZxfOT7YbDuRJ6qqxcbVj7/YO/zCMJcBAOgKCPAAALNxRf7wyu2K4o9PDEs1xnN8uk1pvIhdXm7EoQPejGFhLkYdPNRacvp7TRaLd8Dg1p7Htu/Lhg8jjhys93g0u11/qJwtD16qUDQRRSk709oXahf++MS62fNEVRWPx6hb8QEAXQFT6AEAMDdb7pEm263HGrWrqqW02FJaLMF70beb+nETvBkXBB5qVpt78mX+nq1egyB4ZT5NkwYtWnyCWIL+hlFERDP2tnOrlfQOAAgpRuABADA3pT54yrrO8v3d123Hjjjff0dfxl+LiXVfeoWvvReWExGxWNw/n+Ud8xPLyUKJsPvS+2ixcW04jdq3v+WL3d89TOmuRUUHHmo2m3fQ0IiD+xo+RbPZvIMNWMQOAICwYQQeAABz88c0nZD9cd+1W0uKnRvXBjbhU6oqnRvXWkuLQ1SS2j3Ne+FY77ARbUvvIlI/aYrv3xPv1ZRU91WzgztMna72OT/wUHO66q+Y6U9MbtvLAQBgCozAAwBgbr5hw+2fbg9uVRTv0BGBR7b9Xyqq73vHVZ9t35fq5MtCX2BbaBH2upnXSl2t4vU2+S2A5nTWXnO9pfDb2Npqb4S9tql94BWfN2LXjoiv9ys1Vf7EZO+4Cd5BQzr9ooYAgE6MAA8AgLl5xl1kOXXSlnv4uyaLpf5nl6gN7jxvcn81i0FLvrWCK1Jr9qZyf8/e1qSk+tpa7fv3C4iIaJprwxrr8WP6I+vpk9asdUpVpWfs+NDUCgBAyBHgAQAwN81qrZs1x5Z72HbsiFJd5U9I8g2/UE1OadjHn5Akkhv0RH+ioUu+hZjt6KFAeg9wfPKh94KRmpOl5gAApkSABwCgM/D1H+TrP+icRy8YGfHl5w1n0WtWm++CkWEpzRjWk0VNtKqq5fQp9by+YS8HAIB2wCJ2AAB0fmq3VPeM2VpMjP5Qi4lxz5gdNEoPAAA6OEbgAQDoEnz9B1X37W8tPyMiakKSWK1GVxRaao+eTbRarf7U7mGvBQCA9sEIPAAAXYbVqianqMkpnT69i4hvwCBfn35BjfUXT+EGeACAeTECDwAAOiNFcc+69rtt5JK6eceO9w4eanRZAAC0HQEeAAB0REp9fcT+LxWv15sxzB8X34YzaLYIz0WXeC66pL1LAwDAGAR4AACMpNTVOj750HbsqPi8ao9enklT1G6pRhdlPEVVI1//u6WkWEQidn1ae9NtbcvwAAB0JtwDDwCAYRRVda35R0TOXqW6SnG7bcdzXa/+3VJeZnRdxrOcKtLTu4goHo/t0AFj6wEAoCMgwAMAYBjrwf3W4tMNWxSvx7HzE6Pq6UAiIho+0ux2owoBAKDjIMADAGAYa/Gpxo3KqZPhr6SjUVO6+4aO+PfPqYGfQ/NiqqWk2FJaIqoawlcBAOBH4x54AACMExnVRGNUU41dT90VV1vH/FQ89WqPnqHb986We9i59R2lqkpEtNg496VX+M4fEKLXAgDgR2IEHgAAw/jO7y+W4H+Lff0HG1JMB6SmpKq90kOX3q3Fp51vrdXTu4golRXOjW9YSotD9HIAAPxIBHgAAAyjpnR3/7/LtQYB1TdkuOfCMQaW1KXY9n2hfH/avOLzRRz4yqh6AABoHlPoAQAwkvfCser5A6z5xxSv15fWy5/Wy+iKwqWu1lpZ4Y+N11wuo0qwlJ1pYSMAAB0BAR4AAIP54+L9I0YbXUX4KG63Y+u7EYf2i6aJoviGDHdPmaY5HOGvxJ+YKPnHghsTEsNfCQAALUGABwAArWCprLB9vU9x1/nTenkHDBZFae0ZnJuzbEcO/uuBptkO5DhUn/uq2e1caAv4LrgwImdvw1n0ms3mHdb6Fe/9/oiv91m/PaG46/zJ3TzDR2lx8e1ZKAAAIkKABwAALWfNz3O9+Xog8dr69qub/ctWZXilquq79P5vEYcO1E+ZpjW5Jn8oqSnd3T+f7fzgXaW6SkS0mFj3pVf4k1NadRKltsa19jXr6X9v/pd7OGLPzvqpV3gvGNnuBQMAujgCPAAAaCnXO+sbjlfbjh+zHfjK15oha8uZknO1q60M8NZvT9jyjvqqKq0OZ0RSsm/ocM3hbNUZRMQ3cHB1vwHWsjOiiJqQ1IYV753vZVlPnxTRRP71RYbi8zm3bFJ7pLX2uwAAAJpHgAcAAC2i1FQrNTVBjfb9Oa0K8No57jD3x7fmznO/37nl7Yh9X4iIX0QRcYpo/9xRN2uumtqjFefRWa1qtzYmbaW2xpZ3VP8xqMKI/Tn1l1zattMCANAktpEDAAAtoni8TbTWu1t1En9snNorPahRPa+vFhPb8pM4dn6qp/fvlVdV5Vr3ulJf36p6fiRLeZloWtOHWM0eANDeCPAAAKBFtJiYxo3+7mmtO4ui1P38F2rP3oEGtVd63ZWzWnEGVY3Ys7OJ8kSUmuqI/V+2rp4fyW4/1xHNbsC6+gCAzo0p9AAAoEU0m803YLDt6KHvWixWz6hxrT5PTGztvJusxacsFWf98YlqSmqrnm49U6o0NeyvT2G3FH4ro3/S2pLaTE3qpkVGKbXBdxaIiHpe37CVAQDoIhiBBwAALeWeNsObcYG+7LwWE+u+OtPftrvHFUVN7eEdmNHa9C4i4vU0d+Jmj7Y/i8Xd1I3uavc075ALwloJAKALYAQeAAC0lOZ0un8+q/7yn4u7rlV3rbcjf1y8KMq57jz3xyeEuR7f0OF1Dofjg/cslRUiIhaLd8To+p9d0oYF7QEAaB4BHgAAtI4WESEREYa9enSM2rO3teCbJo/6Bg8Lcz0i4us/yNd/kKWyQnG7/YlJmo2/rwAAIcEUegAAYDL1U6/QHE0sEecdOabh8nhh5o+NU1NSSe8AgNAhwAMAAJNRu6XU3vgb34DB+t34IqJFRbunzXBPnW5sYQAAhBRfEgMAAPPxx8XXzbxW8XoSVF+dYqlzOI2uCACAkCPAAwAAs9Ii7Er3HlJbK3V1RtcCAEDIMYUeAAAAAAATIMADAAAAAGACBHgAAAAAAEyAAA8AAAAAgAkQ4AEAAAAAMAECPAAAAAAAJkCABwAAAADABAjwAAAAAACYAAEeAAAAAAATIMADAAAAAGACBHgAAAAAAEyAAA8AAAAAgAkQ4AEAAAAAMAECPAAAAAAAJkCABwAAAADABAjwAAAAAACYAAEeAAAAAAATIMADAAAAAGACNqMLAAAA6Hr8/ojDX1vz8yxlpf7oGH/3Hp7ho8QVaXRZAIAOjQAPAAAQVorX43pzlfWbfP2hVUSOHLTv2VU7a64/raeRlQEAOjam0AMAAISVc8s7gfQeoNTWRK5fpdS7jagIAGAOBHgAAIDwUaqrbAf3NX2otibiwFdhrgcAYCJMoQcAAAgfa1GBaNq5jloKv5VR48JZz7ko3+SrZaVisSiJyZLUzehyAAAiBHgAAICw8nqbOag0ezQ8lKpK17sbrSeO+0RExCbi6jfQPe0qLTLK4MoAoMtjCj0AAED4aPEJzRz1x8WHrZJzVOB3vfm69cTxhm22Y0dcG99oZuIAACA8GIEPt/j4eIvF+O9NFEXRf0hKSjK2kk5JUZTIyEiXy2V0IZ1WZGRkZCSbLYUE14RQ0C+5iqLw9oaCfsk10zUhIcEbn6CdLW/yYOS48dGGfk78hw74ik83brcWfJNQXWnpc374S+qsuCaElNVq7Qhvr8bXXmhvBPhwc7s7xOqyLpdL/x6htrbW6Fo6ocjISJ/P5/F4jC6ks7HZbA6HQ0S8Xq+3A8wy7WQiIiLsdjvXhFCIjIxUFEXTNN7eUIiKijLdNUG54mrrqpfF7w9q10aPc6d0F0M/J5b8vHONM3iOH/OndA9rNZ2X3W632WxcE0IhKipKRDrOJVevB2gvBPhwc7vdHeGrOKfTqf9QV1dnbCWdksvl8nq9vLftzul0BgI8b28o2O123thQcLlc+iA8b28oREZGmu+a0DPdmnmd84N3LWdK9QbN4fSMm+AZN0GM/kUcPp/9HIe8Xq/H6PI6DUVRrFaryT63JqEHZr/f3xHeXkVRCPBoXwR4AACAcFPP61vz69uVygpLeZkWFeVPSBKr1eiiRETU1LRzHup+zkMAgPAgwAMAABhDi41TY+OMruJ7fH3OV1O6W4tPBbWrvc9T03oZUhIAIMD41dQAAADQUVgsdb+Yq35/sTpfv4F1V18j/14BFwBgFEbgAQAA8B0tJrb2musjS4sdZ0rEYnEndqtLSja6KACACAEeAAAAjWm9z7MOHiIiWnW1dIw9dAAATKEHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACdiMLuCHud3uV155ZefOnZWVlf369Rs5cmRmZqbVam3Jc0+cOLFu3bpjx46dPn06KSnppz/96bXXXhsVFRXUrbCwcPXq1ceOHSsuLu7evfugQYPmzp2bnJzcsM/q1atfffXVJl/lueee69mzZ9t+OwAAAAAAWqKjB/jS0tLFixcfP35cROLi4g4cOHDgwIGcnJz77rsvJiam+ee+++67L7zwgs/ns9vt8fHxJ0+eXL9+/Y7TsSZ5AAAdC0lEQVQdOx555JGkpKRAt+zs7EcffVRVVZvNFh8fX1BQcOLEiY8++uiPf/zj0KFDA91OnToVot8RAAAAAIAf1NED/OOPP378+PGhQ4cuXLgwOTm5qKhoyZIl+/fvX7Fixd13393ME/Pz859//nkR+c1vfjN9+nSLxVJWVrZ8+fK9e/c+99xz999/v96tvLx8+fLlqqrOmzcvMzMzIiLC7Xa/+OKL77333rJly5577jmHw6H31AP8smXLevfuHfRagT4AAAAAAIRIh74H/tChQ/v27YuOjl60aJE+oT0tLe2BBx6wWq3btm0rKSlp5rkvv/yyqqqzZs268sorLRaLiCQmJi5atCg1NXX37t3FxcV6t5ycnNra2sGDB8+bNy8iIkJEnE7nbbfdlpKSUlpampubGzihHuB79+7tbERRlNC9CQAAAAAASAcP8NnZ2SIyZsyYhrPlU1NTMzIyNE3buXNnM889evSoiEyZMqVho91unzJliqZp7733nt5SWFgoIkGD6haLpVevXiJSUFCgt3g8nrKysvj4eKfT+eN/LwAAAAAAWqtDB/hjx46JyKhRo4La9Rb9aJNqamoqKipEJGghOhHp3r27/Dvei0hqaqqIHDlyRNO0QB+Px6Pfda93FpHTp09rmhZ4CAAAAABAmHXoe+CLioqkqRCut+iD502KioqKjIysra0tLi4OGl0/ffp04H9FZOLEiVlZWcePH3/88cfnzJnTrVu3wsLClStXlpeXjxgxYvjw4Xo3ff58fHz8unXrtm/ffvr06eTk5L59+86ePfv8889vt18YAAAAAIBz6NABvqamRkQarzYfHR0tIrW1tc08t1+/fvv27duyZcv8+fMDjW63e8uWLfoPeovD4ViyZMljjz22ffv27du3B3pOnjz59ttvD9zcrgf4nTt37ty502azxcbGFhQUFBQUZGdn33zzzTNmzGhcQFFR0bp16xq3X3fddZGRkT/4u4eavi6AiDTeVA8/nqIoERERvLftLrB/pN1uD3yG0V5sNptwTQiNwL8mvL2hoCgK14RQ0K8JIuJwOFq4fS9azmazKYrCNSF0LBYLby86pQ4d4L1er4i4XK6gdj0A19fXN/Pc66+//ve//31WVpbD4bj00ktjYmJyc3P//ve/60vf+f3+QM/PPvvs4MGDIpKQkJCcnHzq1Kmqqqq9e/fm5OSMGzdO76MH+Ojo6LvuumvMmDE2m62mpmbVqlUbN2588cUXhwwZ0r9//6ACTp8+vXLlysaF3XDDDY1/IwN1qGI6k4iICH1ZRIQCb2/ocE0IHUVReHtDhGtCSPH2hg7XhNDpIJfchnfpAu2iQwf4mJiYs2fP1tXVBbXrY+/N7wOfkZHx61//euXKlWvWrFmzZo3eaLPZrrrqqqysrMBadB999NFTTz0VExPzwAMPjBkzRm/ctm3bM8888/DDDz/00EMXXHCBiEydOnX06NHp6emB+fxRUVHz588vLy//+OOP16xZs2jRovb7vQEAAAAACNahA3xiYuLZs2erq6uD2vWWhISE5p9+9dVXjxgxYuvWrXl5eRaLZeDAgZMnT87Pz8/KyoqNjdX7/OMf/xCRW2+9NZDeRWTy5MllZWUrV6589dVXly5dKiJ9+/bt27dv45e4/PLLP/7447y8vMaH+vfv/+yzzzZuV1VVX2DPWDExMfpsw45QTOcTGxvr8XgCd2qgvdjtdv3bdLfb3fwcHLSBw+FwOp1cE0IhNjZWURRN0yorK42upROKjY2tr6/nmtDu9GuCiNTV1Xk8HqPL6WycTqfdbueaEApxcXEi4vf7q6qqjK5FFEUJ5A6gXXToAB8fHy8iZWVlQe3l5eUikpSU9INn6NOnzy233NKwZffu3SLSs2dPEamoqNA3hB87dmzQE8eNG7dy5crc3FxN05rZ5l1fxL6srKxxt5iYmMAM/IbOnDmj3xpgrMB8no5QTOejaZqqqry37S5wEyZvbyjo97vyxoZC4N8I3t4Q4ZoQCoF74Hl7QyEiIkLTNN7Y0Okgb28zOQJomw694kt6erqIfPnll0HtOTk5ItLkkHhAYWFhbm5u49H7Xbt2iYgerV0ulz4KrapqUDefzycikZGRiqLU1tZmZWW9/fbbjW9iKS0t1evkP04AAAAAQEh16ACvx+w9e/Y0nBdXWVm5b98+u90+adKkZp67ZcuWBQsWvP766w0b8/LyDh48mJCQMGHCBBGx2+36JnM7duwIenp2draI6EvTuVyuNWvW/O1vf9u7d29Qt23btonIoEGD2vorAgAAAADQIh06wA8bNmzQoEHl5eXLly/XB8nr6+uXLl3q9XovvvjihjtDvP3221lZWbm5uYGWSZMmWSyWd95555NPPhERTdMOHz784IMPisiMGTMCE3HnzJkjIi+++OKHH36oL03v8/neeuuttWvXWiyWzMxMEVEU5corrxSRJ554Qh/8FxG32/3qq69u2bIlJiZm3rx5YXk/AAAAAABdl9LB9zY4efLkPffcU1FRERkZmZ6enpeX5/F40tLSHn300Yar0GdmZno8nhtvvHH27NmBxrVr17788ssiEhsbq2mavo7FpEmTFixY0HDG+0svvbR+/XpN0+x2e0JCQmlpqaqqVqv1pptuuvrqq/U+qqq+/PLL69evF5GYmBiXy1VSUqJpWkxMzIIFC0aPHt3y3+jMmTMd4T1PSEjQv8XQ7wJA+0pMTHS73fp2CWhHTqczOjpaRGpqahrvT4EfyeVyRUVFcU0IhcTERIvFomnamTNnjK6lE0pKSqqtreWa0O70a4KIVFdXsyxru4uMjHQ6nY1XesKPp28apaqqvmyWsRRFacm6XUDLdehF7ESkR48eTz755Guvvfb555/n5uYmJiZOmDBh7ty5+lbwzcvMzDz//PPXrVuXn5/v9/uHDRs2ffr0iRMnBnW76aabxo8fv2HDhhMnTpSUlPTq1atv377XXHONPrteZ7Vab7755mHDhm3atCk3N7eysnLAgAEDBw6cM2eOvtAlAAAAAAAh1dFH4DsfRuC7AkbgQ4QR+JBiBD50GIEPKUbgQ4QR+JBiBD50GIFH59ah74EHAAAAAAA6AjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmAABHgAAAAAAEyDAAwAAAABgAgR4AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmAABHgAAAAAAEyDAAwAAAABgAgR4AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmAABHgAAAAAAEyDAAwAAAABgAgR4AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmAABHgAAAAAAE7AZXUCXY7FY/H6/0VVIVVWVoiiapimKYnQtnZCmaSLCe9vuPB5PRUWFiPj9ft7eUOCNDZHKykouuaHDJTdEPB6Pz+cTEVVVeXtDgWtCiJw9e7bjXHI7Qg3oZBT9nz10NbNmzfr222+tVuuuXbuMrgVoqY0bNy5evFhE7rrrrhtuuMHocoCWuvTSS8vLy+Pi4j744AOjawFa6tVXX3388cdFZNGiRb/4xS+MLgdoqfHjx3u93p49e27cuNHoWoD2xxR6AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmADbyHVRX331ldvtFpFx48YZXQvQUiUlJcePHxeR3r179+jRw+hygJbau3evz+ez2WyjRo0yuhagpU6dOvXNN9+ISJ8+fVJSUowuB2ip3bt3a5rmcDhGjBhhdC1A+yPAAwAAAABgAkyhBwAAAADABAjwAAAAAACYAAEeAAAAAAATIMADAAAAAGACNqMLQLgVFhauXr362LFjxcXF3bt3HzRo0Ny5c5OTk42uC2jChx9++Ne//nX58uXdu3dvfNTtdr/yyis7d+6srKzs16/fyJEjMzMzrVZr+OsEgjT/0c3Pz9+wYcO+ffvOnj2blJSUnp4+e/bsjIyM8NcJNNT857ah/Pz8hQsXDhkyZPHixeGpDTiXH/zcbtu2bfPmzfn5+Q6Ho2/fvnPnzh08eHCYiwTaEQG+a8nOzn700UdVVbXZbPHx8QUFBSdOnPjoo4/++Mc/Dh061OjqgGDvv/++vt9hY6WlpYsXL9Z3lYuLiztw4MCBAwdycnLuu+++mJiY8JYJBGvmo/vpp58uW7ZMVVURSUlJKSsrO3Xq1O7du+fMmfPLX/4yvGUC39PM57Yhj8ezbNkyr9cbhpKAH9TM51ZV1T//+c+fffaZiMTExNTV1e3du/eLL7646667pkyZEt4ygXZDgO9CysvLly9frqrqvHnzMjMzIyIi3G73iy+++N577y1btuy5555zOBxG1wj8S21t7apVqw4cOHCuDo8//vjx48eHDh26cOHC5OTkoqKiJUuW7N+/f8WKFXfffXc4SwUaav6jW1FR8cQTT6iqOnHixPnz5ycmJqqqmpWV9fe//3316tXDhg0bPnx4mAsGpAWX3IZWrlx54sSJUJcE/KAf/NyuWrXqs88+S0lJ+f3vf9+vXz8R2bRp0wsvvPDXv/51xIgRzD+FSRHgu5CcnJza2trBgwfPmzdPb3E6nbfddtvevXuLi4tzc3MZhEdHsHXr1i1bthw/fry+vv5cfQ4dOrRv377o6OhFixbp4+1paWkPPPDAbbfdtm3btuuuu65bt25hLBkQadlH9/333/d4PBkZGQsWLNBv97BarTNnziwrK9uwYcOmTZsI8AizlnxuG9q7d++mTZvi4uIqKipCXRtwLi353NbX17/99ttWq/VPf/pTYHb9VVdd9fXXX+/YsSM7O3vGjBnhqhdoTyxi14UUFhaKSO/evRs2WiyWXr16iUhBQYExZQHfl5+fX1RU5HA4YmNjFUVpsk92draIjBkzpuFs+dTU1IyMDE3Tdu7cGaZagQZa8tHNzc0VkUsuuSRosYYJEyYEjgLh1JLPbUBlZeWTTz4ZHx/P7R4wVks+t9u3b6+urh47dmzQvfH/8R//8cgjj4wePToslQLtjxH4LiQ1NVVEjhw5omla4GLn8Xj0u4h/cMUaIDxuueWWW265Rf/5+uuvr6ysbNzn2LFjIjJq1Kig9lGjRu3fv18/CoRZSz66Pp8vOTlZ/9q0oYiICBHRb4wHwqkln9uAp59+ury8/IEHHvB4PGGpDmhaSz63u3btEpGf/vSnQe2JiYmJiYmhrhAIHQJ8FzJx4sSsrKzjx48//vjjc+bM6datW2Fh4cqVK8vLy0eMGMG8TZhIUVGRiDS+e01v0SebAB3Q/fff32S7/oemfosm0DFt3rx5586d06dPHzNmjD4NCujI9Lml3bp1y8/P/+STT44cOWK1Ws8///zLLruMUSuYGgG+C3E4HEuWLHnssce2b9++ffv2QPvkyZNvv/32H5w4B3QcNTU1ItJ4tfno6GgRqa2tNaAmoK1ycnLWrVsnIrNmzTK6FqBpRUVFK1as6Nmz569//WujawFaRB+WP3z48OrVqwO3yuuLOPz2t7+dPHmyodUBbUeA71o+++yzgwcPikhCQkJycvKpU6eqqqr27t2bk5Mzbtw4o6sDWkrfvsjlcgW1R0ZGikgLl2ICDFdfX7969eo333zT7/dfd911F1xwgdEVAU1QVVXfN+4///M/2bAGZqH/MfDyyy8PHTr0V7/6Vd++fcvKyrKyst55552nnnpqwIABje9mAkyBAN+FfPTRR0899VRMTMwDDzwwZswYvXHbtm3PPPPMww8//NBDD/G3I8wiJibm7NmzdXV1Qe362Dv7wMMUduzYsWLFitLSUqfTOX/+/Msvv9zoioCmvf7660ePHp03b97AgQONrgVoKX1u6XnnnfenP/1JXze0Z8+et912W01NzUcfffTaa6/dc889RtcItAWr0Hch//jHP0Tk1ltvDaR3EZk8efK8efNUVX311VeNKw1oHX35merq6qB2vSUhIcGAmoAWq6ysfOSRRx555JHS0tKf/exnTz/9NOkdHdaxY8fWrl07cODAa6+91uhagFZwOp0icsUVVwTt+jFt2jRh1w+YGSPwXUVFRUVxcbGIjB07NujQuHHjVq5cmZub23B1eqAji4+PF5GysrKg9vLychFJSkoyoCagZYqLi++9994zZ86kp6ffcccdgwcPNroioDlFRUV+v//IkSON12jIycnRd9L+y1/+0r9/fyOqA84pJSWlurq68Xp1KSkpIlJSUsLfvTApAnxX4XK5LBaL3+9vvE2Rz+cTkcjISK5iMIv09PS9e/d++eWXEydObNiek5MjIn379jWoLuAH1NbW/uEPfzhz5szUqVN/+9vf6rvHAR2Zy+Xq0aNHUKPb7S4vL7fb7foXpnyS0QH1798/Ly/v1KlTQe0lJSUikpaWxt+9MCkCfFdht9t79+594sSJHTt26HOHAvTNYPjuHCYybty4DRs27Nmzp76+PrCiUmVl5b59++x2+6RJk4wtDziXrVu3FhYWjhkz5q677jK6FqBFxowZ0/DOO112dvbSpUszMjIWL15sSFXAD5o+ffqWLVs2b958+eWXWyzf3TW8detWERkwYIBxpQE/CvfAdyFz5swRkRdffPHDDz/0+/0i4vP53nrrrbVr11oslszMTKMLBFpq2LBhgwYNKi8vX758uT6ppL6+funSpV6v9+KLL46KijK6QKBpW7ZsEZGZM2f6z8HoAgGgk+jXr19GRkZeXt6jjz6qbynn9Xpff/31Dz74wOFwzJs3z+gCgTZiBL4L+dnPfpabm7t+/fonnnji2WefTUhIKC0tVVXVarXefPPNQ4YMMbpAoBUWLFhwzz33fPLJJ59//nl6enpeXp7H40lLS7v55puNLg1omqqqBQUFInL//fc32aFHjx5/+9vfwlsUAHRad95557333rtjx47s7Ozk5OSysjJVVR0Oxx133JGammp0dUAbEeC7lptuumn8+PEbNmw4ceJESUlJr169+vbte8011/Tu3dvo0oDW6dGjx5NPPvnaa699/vnnubm5iYmJEyZMmDt3rr4VPNABlZSUMMYOAGHTq1evp556avXq1Xv27KmoqOjZs2f//v3nzp3beGU7wEQUTdOMrgEAAAAAAPwA7oEHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAAAAAYAIEeAAAAAAATIAADwAAAACACRDgAQAAAAAwAQI8AAAAAAAmQIAHAAAAAMAECPAAAAAAAJgAAR4AAAAAABMgwAMAurrS0tKIiAhFURRFGTVqVDM9VVXVuy1btixs5bVKx68QAAC0GQEeANDVvfHGGz6fT//5iy++OHLkiLH1AAAANIkADwDo6l5//fWGD1evXm1UJQAAAM0gwAMAurSCgoJPP/1URH7+859HRUWJyKpVq4wuCgAAoAkEeABAl7Z69WpN00TklltuueKKK0Tk66+/3r9/v9F1AQAABCPAAwC6NH3+fHx8/LRp0zIzM/VGZtEDAIAOiAAPAOi6jh49+vnnn4tIZmamw+G48sorXS6XtDXAf/XVV7feemu/fv1cLldKSsqkSZOefvppj8fTZOeCgoI777wzIyMjOjo6JiYmIyPjzjvvbGb9vNb2BwAAnQ8BHgDQdQVud//lL38pIlFRUdOmTRORo0ePfvHFF6061dKlS0eNGvXCCy/k5eW53e6SkpKPP/74zjvvHD58+IkTJ4I6b9y4ccSIEU8//fShQ4dqamqqq6sPHTr09NNPDxs27Mknn2x88tb2BwAAnZLN6AIAADCMPn8+LS1t0qRJektmZub69etFZNWqVRdeeGELz7Ny5cr77rtPRLp3737DDTeMHTu2oqJi3bp177777uHDhy+//PL9+/fbbP/6N/ett96aOXOmiNjt9ptuumn8+PGKomRnZ7/00ksej+fuu+8+77zz9A5t6w8AADorRV+5BwCAriYnJ2fkyJEismDBgmXLlumNlZWVKSkp9fX1ffr0OX78eNBTVFXVc/hjjz22cOFCvdHtdg8YMKCgoCAjI+O9995LT08P9F+0aNHDDz8sIitXrrzhhhv0MwwbNuzQoUPJyclvvfXW+PHjA5137NgxY8aMsrKyIUOGfPXVV1artW39G1cIAAA6B6bQAwC6qMD27/r8eV1sbOxll10mIvn5+bt27WrJeZ599tmCggIReeqppxqmdxF56KGHEhISROTDDz/UW1555ZVDhw6JyB/+8IeGaVxELrroov/5n/8Rka+//jpQW2v7AwCATowADwDoovSV6gYMGDB69OiG7a1di/79998XkaFDh06ZMiXokM1me+6555YuXTp16lS9ZceOHSISHx8/f/78xqe69dZbo6OjA93a0B8AAHRiBHgAQFf02Wef5efny/eH33UzZsyw2+0ismbNmpbcaHb06FEROdcN83PmzLn33nuvv/56/WFubq6IDB48WF/uPkh0dPSAAQNE5NixY23rDwAAOjECPACgKwrMOX/wwQeV70tISND3fissLPz000+bP4/P59MXme/du3dLXlcP5H369DlXB/1QUIBveX8AANCJEeABAF2O3+9/4403WtLzB2fRezwen88nIg6Ho+UFKIpyrkP6EnRut/vH9AcAAJ0S28gBALqcbdu2nTp1SkRmz5598803N+7g9XqvvfZar9f7xhtvPPnkk/oC702KjIxMS0srKipqvNl7k/r37//tt9/qs/ebpC99r0+Mb0N/AADQiRHgAQBdTmD+/J133hnYAT7I1KlT33333eLi4u3btzdena6hgQMHFhUV7d+/v8mjS5Ys2bBhQ2pq6qZNm0Skf//+27ZtO3jwoNvtdjqdQZ3r6uqOHDmin1NvaW1/AADQiTGFHgDQtXg8njfffFNEevToMXHixHN1a/la9Prubrt3787Ozg465Pf7X3jhhT179kRGRjbsfPbs2RUrVjQ+1fPPP19ZWSkiP/nJT9rWHwAAdGIEeABA17J58+by8nIRyczMtFjO+e/g1Vdfrd9e/uabb3q93mZO+F//9V/x8fEi8rvf/e7kyZMNDy1ZskSfWq/vLS8iv/rVrwYNGiQiDz744D//+c+GnXfu3Ll48WIRGThw4I033ti2/gAAoBNjCj0AoGsJzJ+fM2dOM92SkpImT578/vvvnzlzZuvWrdOnTz9Xz8TExP/93/9duHDhl19+OXr06Pnz548ePbq6unr9+vX6UP9FF10UuNPeZrMtXbp01qxZJSUlkyZNuuWWW/Qx9uzs7P/7v/+rr68XkT//+c/6dwdt6A8AADoxpSU73AIA0DnU1tampKTU1NT06tXrm2++aWZ1dxF5/vnnf/Ob34jIjTfe+NJLL4mIqqp6VH7ssccWLlzYsPMzzzyzcOFCPVE3NHLkyPXr1wftA/fEE0/893//t758fUOJiYkrVqyYOXNmUHvL+zdTIQAAMDum0AMAupCsrKyamhoRueaaa5pP7yIya9Ysff35DRs2NE7mQX73u9/t2rXr+uuvT09Pdzgcffr0mTZt2jPPPLNnz57Gu7jffffd+/fvv/322wcOHBgVFRUVFTVo0KA77rjjq6++apze29AfAAB0SozAAwAAAABgAozAAwAAAABgAgR4AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmAABHgAAAAAAEyDAAwAAAABgAgR4AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACZAgAcAAAAAwAQI8AAAAAAAmAABHgAAAAAAEyDAAwAAAABgAgR4AAAAAABMgAAPAAAAAIAJEOABAAAAADABAjwAAAAAACbw/wEjii+UQZ899AAAAABJRU5ErkJggg==" width="672" /></p>
|
||
<p>Remarque : on peut modifier certains éléments avec une commande
|
||
spécifique comme</p>
|
||
<ul>
|
||
<li><code>ggtitle()</code> pour modifier le titre</li>
|
||
<li><code>xlab()</code>et <code>ylab()</code> pour modifier l’intituler
|
||
de l’axe des abscisses et des ordonnées respectivement</li>
|
||
</ul>
|
||
<p>En bref, les possibles avec <code>ggplot2</code> sont infinis car de
|
||
nombreux éléments sont personnalisables. Voici quelques références pour
|
||
les graphiques en <code>ggplot2</code> parmi les nombreuses ressources
|
||
disponibles sur le web :</p>
|
||
<ul>
|
||
<li>Le livre <em>Ggplot2: Elegant Graphics for Data Analysis</em> de H.
|
||
Wickham. <span class="citation">[@ggplot2]</span></li>
|
||
<li>Le <a href="%22https://ggplot2.tidyverse.org/%22" target="_blank">site web de ggplot2</a></li>
|
||
<li><a href="https://www.r-graph-gallery.com/ggplot2-package.html" target="_blank">The R Graph Gallery</a></li>
|
||
<li><a href="https://thinkr.fr/pdf/ggplot2-french-cheatsheet.pdf" target="_blank">The Cheat Sheet de ggplot 2</a></li>
|
||
</ul>
|
||
</div>
|
||
<div id="etude-statistique-unidimensionnelle" class="section level1" number="3">
|
||
<h1><span class="header-section-number">3</span> Etude statistique
|
||
unidimensionnelle</h1>
|
||
<div id="pour-une-variable-qualitative" class="section level2" number="3.1">
|
||
<h2><span class="header-section-number">3.1</span> Pour une variable
|
||
qualitative</h2>
|
||
<p>Nous nous intéressons dans cette partie aux deux variables
|
||
qualitatives <em>Type</em> et <em>Qualite</em>.</p>
|
||
<p><strong>Question :</strong> A l’aide des commandes
|
||
<code>table()</code>, <code>summary()</code> et <code>levels()</code>,
|
||
donnez un résumé de la variable <code>Type</code>. Quels sont les
|
||
modalités du facteur ?</p>
|
||
<pre class="r badCode"><code># A COMPLETER
|
||
summary(wine$Type)</code></pre>
|
||
<pre><code>blanc rouge
|
||
425 175 </code></pre>
|
||
<pre class="r badCode"><code>levels(wine$Type
|
||
)</code></pre>
|
||
<pre><code>[1] "blanc" "rouge"</code></pre>
|
||
<pre class="r badCode"><code>table(wine$Type)</code></pre>
|
||
<pre><code>
|
||
blanc rouge
|
||
425 175 </code></pre>
|
||
<p><strong>Question :</strong> A l’aide du code suivant, résumez
|
||
graphiquement la variable <code>Type</code> par une représentation par
|
||
secteurs ou un diagramme en barres. Interprétez les résultats.</p>
|
||
<pre class="r badCode"><code>g1<-ggplot(wine, aes(x=Type))+
|
||
geom_bar()+
|
||
ylab("")+ggtitle("Effectifs")
|
||
g2<-ggplot(wine, aes(x = Type)) +
|
||
geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences")
|
||
|
||
df <- data.frame(group = levels(wine$Type),
|
||
value = as.vector(table(wine$Type))/nrow(wine))
|
||
g3<-ggplot(df, aes(x="", y=value, fill=group))+
|
||
geom_bar(width = 1, stat = "identity")+
|
||
coord_polar("y", start=0)+
|
||
theme(legend.position="bottom")
|
||
grid.arrange(g3,g1,g2,ncol=3)</code></pre>
|
||
<p><img src="data:image/png;base64,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" width="672" /></p>
|
||
<p><strong>Question :</strong> La variable <em>Qualite</em> est une
|
||
variable qualitative ordinale. On peut donc utiliser les effectifs
|
||
cumulés et les fréquences cumulées. Pour tracer les fréquences cumulées,
|
||
il faut que l’ordre des modalités soit bien compris par R. Ici, on
|
||
commence par réorganiser les modalités en <code>bad</code>,
|
||
<code>medium</code> et <code>good</code>. A l’aide des codes suivants,
|
||
étudiez la variable <em>Qualite</em>.</p>
|
||
<pre class="r badCode"><code>wine$Qualite <- fct_relevel(wine$Qualite,"bad","medium","good")
|
||
|
||
EffQual=as.vector(table(wine$Qualite))
|
||
FreqQual= data.frame(Eff = EffQual, Freq = EffQual/length(wine$Qualite), FreqCumul=cumsum(EffQual)/length(wine$Qualite))
|
||
rownames(FreqQual)=levels(wine$Qualite)
|
||
|
||
knitr::kable(FreqQual, caption = 'Description de la variable Qualite',booktabs = TRUE,digits=3)</code></pre>
|
||
<table>
|
||
<caption>Description de la variable Qualite</caption>
|
||
<thead>
|
||
<tr class="header">
|
||
<th align="left"></th>
|
||
<th align="right">Eff</th>
|
||
<th align="right">Freq</th>
|
||
<th align="right">FreqCumul</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr class="odd">
|
||
<td align="left">bad</td>
|
||
<td align="right">19</td>
|
||
<td align="right">0.032</td>
|
||
<td align="right">0.032</td>
|
||
</tr>
|
||
<tr class="even">
|
||
<td align="left">medium</td>
|
||
<td align="right">471</td>
|
||
<td align="right">0.785</td>
|
||
<td align="right">0.817</td>
|
||
</tr>
|
||
<tr class="odd">
|
||
<td align="left">good</td>
|
||
<td align="right">110</td>
|
||
<td align="right">0.183</td>
|
||
<td align="right">1.000</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<pre class="r badCode"><code>df <- data.frame(Qualite = levels(wine$Qualite), value = table(wine$Qualite),
|
||
valuecumul = 100 * cumsum(prop.table(table(wine$Qualite))))
|
||
df$Qualite <- fct_relevel(df$Qualite, "bad", "medium", "good")
|
||
|
||
df <- data.frame(df, freq = df$value.Freq/nrow(wine))
|
||
g1 <- ggplot(wine) + geom_bar(aes(x = Qualite)) + ggtitle("Effectifs")+xlab("Qualite")
|
||
g2 <- ggplot(wine) + geom_bar(aes(x = Qualite, y = ..prop.., group = 1)) + ggtitle("Frequences")+xlab("Qualite")
|
||
g3 <- ggplot(df, aes(x = Qualite, y = valuecumul)) + geom_bar(stat = "identity") +
|
||
ggtitle("Fréquences cumulées")
|
||
|
||
g4 <- ggplot(df, aes(x = "", y = freq, fill = Qualite)) + geom_bar(width = 1, stat = "identity") +
|
||
coord_polar("y", start = 0)
|
||
grid.arrange(g1, g2, g3, g4, ncol = 2)</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
</div>
|
||
<div id="pour-une-variable-quantitative" class="section level2" number="3.2">
|
||
<h2><span class="header-section-number">3.2</span> Pour une variable
|
||
quantitative</h2>
|
||
<p>Pour cette section, on se focalise sur la variable
|
||
<em>Alcool</em>.</p>
|
||
<div id="indicateurs-statistiques" class="section level3" number="3.2.1">
|
||
<h3><span class="header-section-number">3.2.1</span> Indicateurs
|
||
statistiques</h3>
|
||
<p><strong>Question :</strong> Que calculent les commandes
|
||
<code>mean()</code>, <code>median()</code>, <code>var()</code>,
|
||
<code>sd()</code>, <code>range()</code> ? Calculez l’étendue des
|
||
données.</p>
|
||
<pre class="r badCode"><code>mean(wine$Alcool)</code></pre>
|
||
<pre><code>[1] 10.48592</code></pre>
|
||
<pre class="r badCode"><code>median(wine$Alcool)</code></pre>
|
||
<pre><code>[1] 10.4</code></pre>
|
||
<pre class="r badCode"><code>var(wine$Alcool)</code></pre>
|
||
<pre><code>[1] 1.316059</code></pre>
|
||
<pre class="r badCode"><code>sd(wine$Alcool)</code></pre>
|
||
<pre><code>[1] 1.147196</code></pre>
|
||
<pre class="r badCode"><code>range(wine$Alcool)</code></pre>
|
||
<pre><code>[1] 8 14</code></pre>
|
||
<p><strong>Question :</strong> Etudiez les sorties des commandes
|
||
<code>summary(wine$Alcool)</code> et <code>quantile(wine$Alcool)</code>.
|
||
Donnez également l’écart interquartile et les valeurs adjacentes.</p>
|
||
<pre class="r badCode"><code>summary(wine$Alcool)</code></pre>
|
||
<pre><code> Min. 1st Qu. Median Mean 3rd Qu. Max.
|
||
8.00 9.50 10.40 10.49 11.30 14.00 </code></pre>
|
||
<pre class="r badCode"><code>quantile(wine$Alcool,0.75,names=FALSE)-quantile(wine$Alcool,0.25,names = FALSE)</code></pre>
|
||
<pre><code>[1] 1.8</code></pre>
|
||
<pre class="r badCode"><code>quantile(wine$Alcool)</code></pre>
|
||
<pre><code> 0% 25% 50% 75% 100%
|
||
8.0 9.5 10.4 11.3 14.0 </code></pre>
|
||
</div>
|
||
<div id="représentations-graphiques" class="section level3" number="3.2.2">
|
||
<h3><span class="header-section-number">3.2.2</span> Représentations
|
||
graphiques</h3>
|
||
<p>Le but de la statistique exploratoire est de synthétiser, résumer et
|
||
structurer l’information contenue dans des données. On utilise pour cela
|
||
des représentations de données sous forme de graphiques.</p>
|
||
<p><strong>Question :</strong> On peut utiliser la représentation par
|
||
histogramme. Tapez <code>H<-hist(wine$Alcool)</code> et commentez les
|
||
différents attributs de <code>H</code>.</p>
|
||
<pre class="r badCode"><code>H<-hist(wine$Alcool)</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<p>Pour tracer un histogramme avec ggplot, vous pouvez utiliser le code
|
||
suivant. Commentez.</p>
|
||
<pre class="r badCode"><code>g1<-ggplot(wine,aes(x=Alcool))+
|
||
geom_histogram(bins=15,color="black",fill="white")+
|
||
ggtitle("Histo. des effectifs")+
|
||
ylab("Frequency")+xlab("Alcool")
|
||
g2<-ggplot(wine,aes(x=Alcool))+
|
||
geom_histogram(aes(y=..density..),bins=15,color="black", fill="white")+
|
||
ggtitle("Histo. des frequences")+
|
||
ylab("Density")+xlab("Alcool")
|
||
grid.arrange(g1,g2,ncol=2)</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<p><strong>Question :</strong> A l’aide du code suivant, représentez un
|
||
boxplot de la variable “Alcool”. Que remarquez-vous ? Comparez avec les
|
||
valeurs adjacentes calculées précédemment.</p>
|
||
<pre class="r badCode"><code>ggplot(wine,aes(y=Alcool))+geom_boxplot()</code></pre>
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||
<p><img 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" width="672" /></p>
|
||
<p>Pour tracer les boxplots de toutes les variables quantitatives en
|
||
même temps, il faut réorganiser en amont le jeu de données.</p>
|
||
<pre class="r badCode"><code>wineaux<-melt(wine[,-c(1,2)])
|
||
ggplot(wineaux,aes(x=variable,y=value))+
|
||
geom_boxplot()</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<p><strong>Question :</strong> En vous aidant de l’aide de R et des
|
||
résultats de la section précédente, tapez
|
||
<code>B<-boxplot(wine$Alcool)</code> et commentez les différents
|
||
attributs de <code>B</code>.</p>
|
||
<pre class="r badCode"><code>B<-boxplot(wine$Alcool)</code></pre>
|
||
<p><img src="data:image/png;base64,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" width="672" /></p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div id="statistiques-descriptives-bidimensionnelles" class="section level1" number="4">
|
||
<h1><span class="header-section-number">4</span> Statistiques
|
||
descriptives bidimensionnelles</h1>
|
||
<div id="entre-2-variables-quantitatives" class="section level2" number="4.1">
|
||
<h2><span class="header-section-number">4.1</span> Entre 2 variables
|
||
quantitatives</h2>
|
||
<p><strong>Question :</strong> Calculez la matrice de corrélation des
|
||
variables quantitatives (commande <code>cor()</code>) ou la matrice de
|
||
variance-covariance (commandes <code>var()</code> ou
|
||
<code>cov()</code>). Représentez graphiquement les corrélations à l’aide
|
||
de la fonction <code>corrplot()</code> de la librairie
|
||
<code>corrplot</code>. Vous pourrez utiliser l’option
|
||
<code>method="ellipse"</code> pour une meilleure lisibilité.</p>
|
||
<pre class="r badCode"><code>print('Correlation')</code></pre>
|
||
<pre><code>[1] "Correlation"</code></pre>
|
||
<pre class="r badCode"><code>cor(wine[,-c(1,2)])</code></pre>
|
||
<pre><code> AcidVol AcidCitr SO2lbr SO2tot Densite Alcool
|
||
AcidVol 1.00000000 -0.4107821 -0.37071293 -0.41542773 0.29814510 -0.02208799
|
||
AcidCitr -0.41078214 1.0000000 0.14764139 0.20724080 0.12360061 -0.03949990
|
||
SO2lbr -0.37071293 0.1476414 1.00000000 0.71394673 -0.03516798 -0.14830238
|
||
SO2tot -0.41542773 0.2072408 0.71394673 1.00000000 -0.03003947 -0.24679350
|
||
Densite 0.29814510 0.1236006 -0.03516798 -0.03003947 1.00000000 -0.67624598
|
||
Alcool -0.02208799 -0.0394999 -0.14830238 -0.24679350 -0.67624598 1.00000000</code></pre>
|
||
<pre class="r badCode"><code>print('Covariance')</code></pre>
|
||
<pre><code>[1] "Covariance"</code></pre>
|
||
<pre class="r badCode"><code>cov(wine[,-c(1,2)])</code></pre>
|
||
<pre><code> AcidVol AcidCitr SO2lbr SO2tot Densite
|
||
AcidVol 0.0268978296 -1.063582e-02 -1.077438119 -3.827641e+00 1.429567e-04
|
||
AcidCitr -0.0106358172 2.492306e-02 0.413052087 1.838032e+00 5.704787e-05
|
||
SO2lbr -1.0774381191 4.130521e-01 314.045063996 7.107860e+02 -1.822055e-03
|
||
SO2tot -3.8276406511 1.838032e+00 710.785976628 3.156124e+03 -4.933866e-03
|
||
Densite 0.0001429567 5.704787e-05 -0.001822055 -4.933866e-03 8.547444e-06
|
||
Alcool -0.0041557797 -7.153760e-03 -3.014961677 -1.590554e+01 -2.268091e-03
|
||
Alcool
|
||
AcidVol -0.004155780
|
||
AcidCitr -0.007153760
|
||
SO2lbr -3.014961677
|
||
SO2tot -15.905542015
|
||
Densite -0.002268091
|
||
Alcool 1.316059100</code></pre>
|
||
<pre class="r badCode"><code>help(corrplot)
|
||
corrplot(cor(wine[,-c(1,2)]),method = "ellipse")</code></pre>
|
||
<p><img 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" width="672" /></p>
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<p><strong>Question :</strong> Interprétez les résultats.</p>
|
||
<p>=> il y a une forte correlation negative entre l’Alcool et la
|
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densié</p>
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<p><strong>Question :</strong> Représentez graphiquement la
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<em>Densite</em> en fonction de l’<strong>Alcool</strong> à l’aide de la
|
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commande <code>geom_point()</code>. Au vu de ce graphique, les variables
|
||
sont-elles corrélées ? Vous pourrez ajouter la commande
|
||
<code>+geom_smooth(method="lm")</code> pour tracer la droite de
|
||
régression linéaire. Est-ce cohérent avec la corrélation calculée
|
||
ci-dessus ?</p>
|
||
<pre class="r badCode"><code>ggplot(data=wine)+
|
||
geom_point(aes(x=Alcool,y=Densite))+
|
||
geom_smooth(aes(x=Alcool,y=Densite),method="lm")</code></pre>
|
||
<p><img 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</div>
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<div id="entre-une-variable-quantitative-et-une-variable-qualitative" class="section level2" number="4.2">
|
||
<h2><span class="header-section-number">4.2</span> Entre une variable
|
||
quantitative et une variable qualitative</h2>
|
||
<p><strong>Question :</strong> Représentez le boxplot de la variable
|
||
<code>Alcool</code> pour chaque modalité de la variable qualitative
|
||
<em>Type</em>. Même question avec <em>Qualite</em>. Interprétez les
|
||
résultats.</p>
|
||
<pre class="r badCode"><code>ggplot(wine)+
|
||
geom_boxplot(aes(x=Type,y=Alcool))</code></pre>
|
||
<p><img src="data:image/png;base64,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" width="672" /></p>
|
||
<pre class="r badCode"><code>ggplot(wine)+
|
||
geom_boxplot(aes(x=Qualite,y=Alcool))</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<p><strong>Question :</strong> Explorez les autres combinaisons de
|
||
variables quantitatives avec les variables qualitatives afin de
|
||
déterminer les variables fortement liées.</p>
|
||
<pre class="r badCode"><code>ggplot(wine)+
|
||
geom_boxplot(aes(x=Type,y=AcidVol))+
|
||
geom_boxplot(aes(x=Qualite,y=AcidVol))</code></pre>
|
||
<p><img 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" width="672" /></p>
|
||
<pre class="r badCode"><code>ggplot(wine)+
|
||
geom_boxplot(aes(x=Type,y=Densite))+
|
||
geom_boxplot(aes(x=Qualite,y=Densite))</code></pre>
|
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<p><img 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" width="672" /></p>
|
||
<pre class="r badCode"><code>ggplot(wine)+
|
||
geom_boxplot(aes(x=Type,y=AcidCitr))+
|
||
geom_boxplot(aes(x=Qualite,y=AcidCitr))</code></pre>
|
||
<p><img 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width="672" /></p>
|
||
<p><strong>Question :</strong> A l’aide de la fonction
|
||
<code>eta2()</code> de la librairie <code>BioStatR</code>, calculez le
|
||
rapport de corrélation <span class="math inline">\(\eta^2\)</span> entre
|
||
chaque variable quantitative et la variable <em>Type</em>. Commentez.
|
||
Faites de même avec la variable <em>Qualité</em>.</p>
|
||
<pre class="r badCode"><code>eta2(x=wine$AcidVol,y=wine$Type)</code></pre>
|
||
<pre><code>[1] 0.4481639</code></pre>
|
||
<pre class="r badCode"><code>eta2(x=wine$AcidCitr,y=wine$Type)</code></pre>
|
||
<pre><code>[1] 0.03693554</code></pre>
|
||
<pre class="r badCode"><code>eta2(x=wine$SO2lbr,y=wine$Type)</code></pre>
|
||
<pre><code>[1] 0.2153399</code></pre>
|
||
<pre class="r badCode"><code>eta2(x=wine$SO2tot,y=wine$Type)</code></pre>
|
||
<pre><code>[1] 0.4580193</code></pre>
|
||
<pre class="r badCode"><code>eta2(x=wine$Alcool,y=wine$Type)</code></pre>
|
||
<pre><code>[1] 0.003022674</code></pre>
|
||
<pre class="r badCode"><code>eta2(x=wine$Densite,y=wine$Type)</code></pre>
|
||
<pre><code>[1] 0.214444</code></pre>
|
||
</div>
|
||
<div id="entre-deux-variables-qualitatives" class="section level2" number="4.3">
|
||
<h2><span class="header-section-number">4.3</span> Entre deux variables
|
||
qualitatives</h2>
|
||
<p><strong>Question :</strong> Analysez la table de contingence entre
|
||
les deux variables qualitatives <em>Type</em> et <em>Qualite</em> avec
|
||
la commande <code>table()</code>. Ajoutez les effectifs marginaux avec
|
||
la commande <code>addmargins()</code>.</p>
|
||
<pre class="r badCode"><code>a=table(wine$Qualite,wine$Type)
|
||
|
||
addmargins(a)</code></pre>
|
||
<pre><code>
|
||
blanc rouge Sum
|
||
bad 17 2 19
|
||
medium 319 152 471
|
||
good 89 21 110
|
||
Sum 425 175 600</code></pre>
|
||
<p><strong>Question :</strong> Calculez et représentez les
|
||
profils-lignes à l’aide des fonctions
|
||
<code>prop.table(..., margin = ...)</code>et <code>mosaicplot</code>.
|
||
Interprétez les résultats. Faites de même avec les profils-colonnes.</p>
|
||
<pre class="r badCode"><code>prop.table(table(wine$Qualite,wine$Type), margin = 1)</code></pre>
|
||
<pre><code>
|
||
blanc rouge
|
||
bad 0.8947368 0.1052632
|
||
medium 0.6772824 0.3227176
|
||
good 0.8090909 0.1909091</code></pre>
|
||
<pre class="r badCode"><code>help("prop.table")</code></pre>
|
||
</div>
|
||
</div>
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||
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