7 <meta charset="utf-8" />
8 <meta name="generator" content="pandoc" />
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12 <meta name="author" content="Aaron Shaw" />
14 <meta name="date" content="2020-11-23" />
16 <title>Problem set 8: Worked solutions</title>
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32 font-family: 'Raleway';
35 src: 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Ajf+EwHk/qYBK/7VDnw3Vnl5AsZ5q3C5Axt3GgAAAAACAB8AAAKvAsYAEAAhAEVAFgAAHhwbGhkYFxUAEAAPBwUEAwIBCQgrQCcFAQEGAQAHAQAAACkABAQCAQAnAAICDCIABwcDAQAnCAEDAw0DIwWwOyszESM1MxEhMh4CFRQOAiMTNC4CKwEVMxUjFTMyPgJPMDABAleDWCwxXIFQ0xw2TzJ4i4t4M081HAEzZAEvOGCBSVGDXTMBZDNWPiK2ZLokP1YAAAABACL/+gLgAsoANQBlQB4AAAA1ADU0MzEwLy4qKB8dGxoZGBYVFBMPDQYEDQgrQD8JCAICASQjAgYFAiEMCwICCgEDBAIDAAApCQEECAEFBgQFAAApAAEBAAEAJwAAABIiAAYGBwEAJwAHBxMHIwewOysTPgMzMhYXBy4DIyIOAgchByMUFzMHIx4BMzI+AjcXDgMjIi4CJyM3MyY1Izd+CzdUcUVfiyFqDCYtMBYmPS4gCQEDHvAD6x62GVk8FzAtJgxxED1OVio5Y1E8EWkeOQNHHgG0N2RNLlZFSR4pGAsZKzkfSR8VSjZDDBopHUEoPSoWJ0JYMkoYHEkAAAAAAQBKAAACJwLGAAkANkAQAAAACQAJCAcGBQQDAgEGCCtAHgACAAMEAgMAACkAAQEAAAAnAAAADCIFAQQEDQQjBLA7KzMRIRUhFSEVIRFKAd3+rQEa/uYCxnm3cP7aAAAAAQAh//sCmALLACUAjUAQJSQjIiEgHhwUEg0LAwEHCCtLsC5QWEA0EA8CBQIfAQMEAAEAAwMhAAUABAMFBAAAKQACAgEBACcAAQESIgADAwABACcGAQAAEwAjBhtAOBAPAgUCHwEDBAABBgMDIQAFAAQDBQQAACkAAgIBAQAnAAEBEiIABgYNIgADAwABACcAAAATACMHWbA7KyUGIyIuAjU0PgIzMhYXBy4BIyIOAhUUHgIzMjc1IzUhESMCJlJrRHhZMzNbe0hhiiNnGls3LEcyHB42SSxiT48BAXJQVTxlhEdJgWE5VEdMNTgmQlYwMldAJWEyZf6TAAAAAQBKAAACnwLGAAsAM0ASAAAACwALCgkIBwYFBAMCAQcIK0AZAAQAAQAEAQAAKQYFAgMDDCICAQAADQAjA7A7KwERIxEhESMRMxEhEQKfif6+iooBQgLG/ToBL/7RAsb+4QEfAAEASgAAANQCxQADAB9ACgAAAAMAAwIBAwgrQA0AAAAMIgIBAQENASMCsDsrMxEzEUqKAsX9OwAAAQAL//UBrQLFABIALUAIEQ8KCQQCAwgrQB0AAQABEgECAAIhAAEBDCIAAAACAQAnAAICFgIjBLA7KzceATMyPgI1ETMRFA4CIyInKg5CKyoyGgiKETdoWFpAkQoYHTxZPAFo/phRhV40LAAAAgBKAAABDgOTAAMABwAtQAwAAAcGAAMAAwIBBAgrQBkFBAIAAgEhAAIAAjcAAAAMIgMBAQENASMEsDsrMxEzEQMnNzNKiiNWNn0Cxf07AwIadwAAAv/0AAABKQOTAAMACgAwQAwAAAYFAAMAAwIBBAgrQBwKCQgHBAUAAgEhAAIAAjcAAAAMIgMBAQENASMEsDsrMxEzEQM3MxcHJwdKiuBqYWpFVVUCxf07Ay5lZSA/PwAAA//3AAABJgONAAMABwALAD1AGggIBAQAAAgLCAsKCQQHBAcGBQADAAMCAQkIK0AbBAECCAUHAwMAAgMAACkAAAAMIgYBAQENASMDsDsrMxEzEQM1MxUzNTMVSordb1FvAsX9OwMWd3d3dwAAAgAPAAAA1AOUAAMABwAtQAwAAAUEAAMAAwIBBAgrQBkHBgIAAgEhAAIAAjcAAAAMIgMBAQENASMEsDsrMxEzEQMzFwdKisV8N1YCxf07A5R3GgAAAQBKAAACpwLGAAsALkAOAAAACwALCAcFBAIBBQgrQBgKCQYDBAIAASEBAQAADCIEAwICAg0CIwOwOyszETMRATMJASMDBxVKigEzj/7wASGS4l8Cxf6mAVv+xf51AT1n1gAAAAEASgAAAj4CxgAFAChADAAAAAUABQQDAgEECCtAFAAAAAwiAAEBAgACJwMBAgINAiMDsDsrMxEzESEVSooBagLG/bN5AAAAAAEAOQDyAKcBiQADACpACgAAAAMAAwIBAwgrQBgAAAEBAAAAJgAAAAEAACcCAQEAAQAAJAOwOys3NTMVOW7yl5cAAAAAAQBKAAADFwLGAAwAN0AQAAAADAAMCwoIBwYFAwIGCCtAHwkEAQMAAgEhAAACAQIAATUDAQICDCIFBAIBAQ0BIwSwOyshEQMjAxEjETMbATMRAo23S7eKlNLUkwHW/qIBXv4qAsb+bAGU/ToAAQBKAAACsQLGAAkAJ0AKCQgHBgQDAgEECCtAFQUAAgABASECAQEBDCIDAQAADQAjA7A7KxMRIxEzAREzESPUimsBcopwAcf+OQLG/i4B0f07AAAAAgACAAACoQLGAAcACgA2QBAAAAoJAAcABwYFBAMCAQYIK0AeCAEEAAEhAAQAAgEEAgACKQAAAAwiBQMCAQENASMEsDsrMwEzASMnIwcTAzMCARhwAReSQflBvmbJAsb9OrGxAjH+4QACAEoAAAKxA5MACQApAE5AGgsKJSQgHhsZFRQQDgopCykJCAcGBAMCAQsIK0AsBQACAAEBIQkBBwAFBAcFAQApAAgGCgIEAQgEAQApAgEBAQwiAwEAAA0AIwWwOysTESMRMwERMxEjAyIuAiMiDgIVIzQ+AjMyHgIzMj4CNTMUDgLUimsBcopwhRciHR0QERMKAkoMGy0hFyEdHRISFQsDSgwdLwHH/jkCxv4uAdH9OwMTDhEODhIPAQkrKyEPEQ8OEhACByosIwAAAAACACH/+wLDAssAEwAnADFADgEAJCIaGAsJABMBEwUIK0AbAAMDAQEAJwABARIiAAICAAEAJwQBAAATACMEsDsrBSIuAjU0PgIzMh4CFRQOAgEUHgIzMj4CNTQuAiMiDgIBcUt8WTAzW3xJS3xYMDNafP7yGzNKLzBJMhocM0kuMEkzGgU9ZYJER4JkOz9mgkNHgWM7AWguVkIoKURVLC5WQicpQ1UAAAACACH/+wQdAssAHAAwALFAHh4dAAAoJh0wHjAAHAAcGxoZGBcWFRQRDwcFAgEMCCtLsC5QWEA0EwEEAgMBAAcCIQAFAAYHBQYAACkJAQQEAgEAJwMBAgISIgsICgMHBwABACcBAQAADQAjBhtAThMBBAMDAQAHAiEABQAGBwUGAAApCQEEBAIBACcAAgISIgkBBAQDAAAnAAMDDCILCAoDBwcAAAAnAAAADSILCAoDBwcBAQAnAAEBEwEjClmwOyslFSE1DgEjIi4CNTQ+AjMyFhc1IRUhFSEVIRUFMj4CNTQuAiMiDgIVFB4CBB3+ISJqQEt9WDEzW3xJQWghAdb+swEX/un+rDBJMhocM0kuMEkzGhszSnl5aTA+PWWCREeCZDs+L2h5p3m0BClEViwuVUIoKURVLC5WQigAAwAh//sCwwOTAAMAFwArAD9AEAUEKCYeHA8NBBcFFwMCBggrQCcBAAICAAEhAAACADcABAQCAQAnAAICEiIAAwMBAQAnBQEBARMBIwawOysBJzczAyIuAjU0PgIzMh4CFRQOAgEUHgIzMj4CNTQuAiMiDgIBl1Y2fYNLfFkwM1t8SUt8WDAzWnz+8hszSi8wSTIaHDNJLjBJMxoDAhp3/Gg9ZYJER4JkOz9mgkNHgWM7AWguVkIoKURVLC5WQicpQ1UAAAMAIf/7AsMDkwAGABoALgBCQBAIByspIR8SEAcaCBoCAQYIK0AqBgUEAwAFAgABIQAAAgA3AAQEAgEAJwACAhIiAAMDAQEAJwUBAQETASMGsDsrEzczFwcnBxMiLgI1ND4CMzIeAhUUDgIBFB4CMzI+AjU0LgIjIg4C2mphakVVVVFLfFkwM1t8SUt8WDAzWnz+8hszSi8wSTIaHDNJLjBJMxoDLmVlID8//O09ZYJER4JkOz9mgkNHgWM7AWguVkIoKURVLC5WQicpQ1UAAAAEACH/+wLDA40AAwAHABsALwBPQB4JCAQEAAAsKiIgExEIGwkbBAcEBwYFAAMAAwIBCwgrQCkCAQAJAwgDAQUAAQAAKQAHBwUBACcABQUSIgAGBgQBACcKAQQEEwQjBbA7KxM1MxUzNTMVAyIuAjU0PgIzMh4CFRQOAgEUHgIzMj4CNTQuAiMiDgLcb1Fvmkt8WTAzW3xJS3xYMDNafP7yGzNKLzBJMhocM0kuMEkzGgMWd3d3d/zlPWWCREeCZDs/ZoJDR4FjOwFoLlZCKClEVSwuVkInKUNVAAAAAwAh//sCwwOUABMAJwArAD9AEAEAKSgkIhoYCwkAEwETBggrQCcrKgIBBAEhAAQBBDcAAwMBAQAnAAEBEiIAAgIAAQAnBQEAABMAIwawOysFIi4CNTQ+AjMyHgIVFA4CARQeAjMyPgI1NC4CIyIOAhMzFwcBcUt8WTAzW3xJS3xYMDNafP7yGzNKLzBJMhocM0kuMEkzGkh8N1YFPWWCREeCZDs/ZoJDR4FjOwFoLlZCKClEVSwuVkInKUNVAgV3GgAAAAMAIf/7AsMCywAaACUALwCJQBIAACwqIiAAGgAaFxUNDAoIBwgrS7AuUFhALxkBAgQCKSgdAwUEDgsCAAUDIQAEBAIBACcGAwICAhIiAAUFAAEAJwEBAAATACMFG0A3GQECBAMpKB0DBQQOCwIBBQMhBgEDAwwiAAQEAgEAJwACAhIiAAEBDSIABQUAAQAnAAAAEwAjB1mwOysBBx4BFRQOAiMiJwcjNy4BNTQ+AjMyFhc3ARQXEy4BIyIOAgU0JwMWMzI+AgK1TSwvM1p8SVJEFpRLLC8zW3xJKkohF/6MIPURKBYwSTMaAYwg9SQsMEkyGgLGbjOBQ0eBYzslIGwzf0VHgmQ7FBIh/p1KOwFgCAopQ1UsSDv+oBEpRFUAAAEAHAAAAqACxgADAB9ACgAAAAMAAwIBAwgrQA0CAQEBDCIAAAANACMCsDsrCQEjAQKg/hCUAe8Cxv06AsYAAAADACH/+wLDA5MAEwAnAEcAWEAeKSgBAENCPjw5NzMyLiwoRylHJCIaGAsJABMBEwwIK0AyCQEHAAUEBwUBACkACAYLAgQBCAQBACkAAwMBAQAnAAEBEiIAAgIAAQAnCgEAABMAIwawOysFIi4CNTQ+AjMyHgIVFA4CARQeAjMyPgI1NC4CIyIOAgEiLgIjIg4CFSM0PgIzMh4CMzI+AjUzFA4CAXFLfFkwM1t8SUt8WDAzWnz+8hszSi8wSTIaHDNJLjBJMxoBBxciHR0QERMKAkoMGy0hFyEdHRISFQsDSgwdLwU9ZYJER4JkOz9mgkNHgWM7AWguVkIoKURVLC5WQicpQ1UBhA4RDg4SDwEJKyshDxEPDhIQAgcqLCMAAAACAEoAAAJZAsYADgAZADZAEAAAGRcRDwAOAA4NCwMBBggrQB4AAwABAgMBAQApAAQEAAEAJwAAAAwiBQECAg0CIwSwOyszESEyHgIVFA4CKwEVETMyNjU0LgIrAUoBLTFTPCIgOlIxqKAmMxAaIxKaAsYpQ1UrLVVCKO4BZz41GyseDwACACH/+wLRAssAFwAtAL9AEhkYJSMcGxgtGS0XFg4MBAIHCCtLsAlQWEAvHRoCAwQVAAIAAwIhAAQFAwMELQAFBQEBACcAAQESIgYBAwMAAQInAgEAABMAIwYbS7AuUFhAMB0aAgMEFQACAAMCIQAEBQMFBAM1AAUFAQEAJwABARIiBgEDAwABAicCAQAAEwAjBhtANB0aAgMEFQACAgMCIQAEBQMFBAM1AAUFAQEAJwABARIiAAICDSIGAQMDAAECJwAAABMAIwdZWbA7KyUOASMiLgI1ND4CMzIeAhUUBgcXIycyNyczFzY1NC4CIyIOAhUUHgICIyZZM0t8WTAzW3xJS3xYMC0qZYPbMylrgywlHDNJLjBJMxobM0owGRw+ZIJER4JkOz9mgkNEezFxdRl5MkFNLlZCKClEVSwuVkIoAAACAEoAAAKNAsYADwAcAD9AEgAAHBoSEAAPAA8ODQwLAwEHCCtAJQoBAgQBIQAEAAIBBAIAACkABQUAAQAnAAAADCIGAwIBAQ0BIwWwOyszESEyHgIVFAYHEyMnIxURMzI+AjU0LgIrAUoBOjFTPCJFO6eclYitEyEYDhAbIxKnAsYpQ1UrRXEZ/vXu7gFnEh8qGBkqHxEAAAEAF//4AkgCywA0AG1ACjIwIR8YFgYEBAgrS7AJUFhAKTQBAAMbAAICABoBAQIDIQAAAAMBACcAAwMSIgACAgEBACcAAQETASMFG0ApNAEAAxsAAgIAGgEBAgMhAAAAAwEAJwADAxIiAAICAQEAJwABARYBIwVZsDsrAS4DIyIGFRQeAhceAxUUDgIjIiYnNx4DMzI1NC4CJy4DNTQ+AjMyFhcB8gclNT4gOTgVKD0oNFU7ICtIYDRQnD49CS9ATilyGjBEKjNLMhkoR142S34vAgwHGBcQKiYWHRYSCg4gMEMxOVEyFzAsdwkdHRRJGCAYFAsOISw8KTZUOB0vIAABAA4AAAJdAsYABwAmQAoHBgUEAwIBAAQIK0AUAgEAAAMAACcAAwMMIgABAQ0BIwOwOysBIxEjESM1IQJd4orjAk8CTf2zAk15AAAAAgBKAAACSALGABAAHQBAQBYSEQEAHBoRHRIdDw4NDAsJABABEAgIK0AiBgEAAAUEAAUBACkHAQQAAQIEAQEAKQADAwwiAAICDQIjBLA7KwEyHgIVFA4CKwEVIxEzFRMyPgI1NC4CKwEVAWYxUzwiIDpRMZiKipETIRgOEBsiE4sCRilCVSwuVUInbgLGgP6hEiApGBkqHxHmAAAAAQA///sCrALGABkAK0AOAQAUEw4MBwYAGQEZBQgrQBUDAQEBDCIEAQAAAgEAJwACAhMCIwOwOyslMj4CNREzERQOAiMiLgI1ETMRFB4CAXUxQykRiSNLdlJVd0ohihEpQnUoQFMsAWr+lkmAYDg7YYBFAWr+li1TQCcAAAIAP//7AqwDkwADAB0AOUAQBQQYFxIQCwoEHQUdAwIGCCtAIQEAAgIAASEAAAIANwQBAgIMIgUBAQEDAQInAAMDEwMjBbA7KwEnNzMDMj4CNREzERQOAiMiLgI1ETMRFB4CAZlWNn2BMUMpEYkjS3ZSVXdKIYoRKUIDAhp3/OIoQFMsAWr+lkmAYDg7YYBFAWr+li1TQCcAAgA///sCrAOTAAYAIAA8QBAIBxsaFRMODQcgCCACAQYIK0AkBgUEAwAFAgABIQAAAgA3BAECAgwiBQEBAQMBAicAAwMTAyMFsDsrEzczFwcnBxMyPgI1ETMRFA4CIyIuAjURMxEUHgLbamFqRVVVVDFDKRGJI0t2UlV3SiGKESlCAy5lZSA/P/1nKEBTLAFq/pZJgGA4O2GARQFq/pYtU0AnAAADAD//+wKsA40AAwAHACEASUAeCQgEBAAAHBsWFA8OCCEJIQQHBAcGBQADAAMCAQsIK0AjAgEACQMIAwEFAAEAACkHAQUFDCIKAQQEBgEAJwAGBhMGIwSwOysTNTMVMzUzFQMyPgI1ETMRFA4CIyIuAjURMxEUHgLeb1FvmDFDKRGJI0t2UlV3SiGKESlCAxZ3d3d3/V8oQFMsAWr+lkmAYDg7YYBFAWr+li1TQCcAAAIAP//7AqwDlAAZAB0AOUAQAQAbGhQTDgwHBgAZARkGCCtAIR0cAgEEASEABAEENwMBAQEMIgUBAAACAQInAAICEwIjBbA7KyUyPgI1ETMRFA4CIyIuAjURMxEUHgIDMxcHAXUxQykRiSNLdlJVd0ohihEpQk98N1Z1KEBTLAFq/pZJgGA4O2GARQFq/pYtU0AnAx93GgAAAQAAAAACoALGAAYAKEAMAAAABgAGBQQDAgQIK0AUAQEBAAEhAwICAAAMIgABAQ0BIwOwOysbAjMBIwGRwL6R/ut0/ukCxv3nAhn9OgLGAAAB//8AAAQeAsYAEQAxQA4PDg0MCgkIBwQDAQAGCCtAGxEQCwYFAgYDAAEhBQIBAwAADCIEAQMDDQMjA7A7KwEzFzczAxcTMwEjCwEjATMTNwE/f1BQgHlayZb+33R7e3T+4JXKWALE6+v+veMCKP06ASr+1gLG/djjAAAAAf/8AAACiALGAAsALkAOAAAACwALCQgGBQMCBQgrQBgKBwQBBAEAASEEAwIAAAwiAgEBAQ0BIwOwOysbAjMDEyMnByMTA5KxsJX99ZWoqZb1/QLG/vgBCP6Y/qL+/gFeAWgAAAH//AAAAogCxgAIACpADAAAAAgACAYFAwIECCtAFgcEAQMBAAEhAwICAAAMIgABAQ0BIwOwOysbAjMBFSM1AZKvspX+/on+/wLG/qoBVv4y+PoBzAAAAAAC//wAAAKIA5MACAAMADhADgAADAsACAAIBgUDAgUIK0AiCgkCAAMHBAEDAQACIQQCAgAADCIAAwMBAAAnAAEBDQEjBLA7KxsCMwEVIzUBJSc3M5KvspX+/on+/wFoVjZ9Asb+qgFW/jL4+gHMPBp3AAAAAAEAHAAAAk8CxgAJADZACgkIBwYEAwIBBAgrQCQFAQABAAEDAgIhAAAAAQAAJwABAQwiAAICAwAAJwADAw0DIwWwOys3ASE1IRUBIRUhHAGR/noCJf58AYf9zWgB5Xlo/ht5AAACABn/9gIiAhUAKAA3AGhAGiopAQAzMSk3KjcjIR4dGBYSEAsJACgBKAoIK0BGFQECAxQBAQINAQcBLwEEByYfAgAGBSEABAcGBwQGNQABAAcEAQcBACkAAgIDAQAnAAMDFSIJAQYGAAEAJwUIAgAAFgAjB7A7KxciLgI1ND4CMzIWFzU0JiMiBgcnNjMyFh0BFBYXFQ4BIy4BLwEOAScyNjc2PQEuASMiBhUUFswmQjAbITtSMSNDGjs6KlAqKWV1cX0QFBMhDCYoBQMjZBMiPREWGDgaNEI0ChktPCQlPywZDAseNDgeHVVDb2mjFRIBcgQDASEcHS4wYhgUERU8CQsvJCItAAADABn/9gIiAtoAKAA3ADsAdEAcKikBADs6MzEpNyo3IyEeHRgWEhALCQAoASgLCCtAUDk4AgMIFQECAxQBAQINAQcBLwEEByYfAgAGBiEABAcGBwQGNQABAAcEAQcBACkACAgOIgACAgMBACcAAwMVIgoBBgYAAQAnBQkCAAAWACMIsDsrFyIuAjU0PgIzMhYXNTQmIyIGByc2MzIWHQEUFhcVDgEjLgEvAQ4BJzI2NzY9AS4BIyIGFRQWEyc3M8wmQjAbITtSMSNDGjs6KlAqKWV1cX0QFBMhDCYoBQMjZBMiPREWGDgaNEI0Z1Y2fQoZLTwkJT8sGQwLHjQ4Hh1VQ29poxUSAXIEAwEhHB0uMGIYFBEVPAkLLyQiLQHxGncAAAAAAwAZ//YCIgLaACgANwA+AHdAHCopAQA6OTMxKTcqNyMhHh0YFhIQCwkAKAEoCwgrQFM+PTw7OAUDCBUBAgMUAQECDQEHAS8BBAcmHwIABgYhAAQHBgcEBjUAAQAHBAEHAQApAAgIDiIAAgIDAQAnAAMDFSIKAQYGAAEAJwUJAgAAFgAjCLA7KxciLgI1ND4CMzIWFzU0JiMiBgcnNjMyFh0BFBYXFQ4BIy4BLwEOAScyNjc2PQEuASMiBhUUFgM3MxcHJwfMJkIwGyE7UjEjQxo7OipQKilldXF9EBQTIQwmKAUDI2QTIj0RFhg4GjRCNFZqYWpFVVUKGS08JCU/LBkMCx40OB4dVUNvaaMVEgFyBAMBIRwdLjBiGBQRFTwJCy8kIi0CHWVlID8/AAAAAAQAGf/2AiIC0wAoADcAOwA/AIhAKjw8ODgqKQEAPD88Pz49ODs4Ozo5MzEpNyo3IyEeHRgWEhALCQAoASgQCCtAVhUBAgMUAQECDQEHAS8BBAcmHwIABgUhAAQHBgcEBjUAAQAHBAEHAQApDwsOAwkJCAAAJwoBCAgOIgACAgMBACcAAwMVIg0BBgYAAQAnBQwCAAAWACMJsDsrFyIuAjU0PgIzMhYXNTQmIyIGByc2MzIWHQEUFhcVDgEjLgEvAQ4BJzI2NzY9AS4BIyIGFRQWAzUzFTM1MxXMJkIwGyE7UjEjQxo7OipQKilldXF9EBQTIQwmKAUDI2QTIj0RFhg4GjRCNFNvUW8KGS08JCU/LBkMCx40OB4dVUNvaaMVEgFyBAMBIRwdLjBiGBQRFTwJCy8kIi0CBHd3d3cAAAAAAwAa//YDlQIVADoATgBVAH5AJk9PPDsBAE9VT1VTUUpIO048TjQyLSsnJh8dGRcTEQsJADoBOg8IK0BQGxYCAgMVEAIBAg0BCwFGAQUJQTYwLwQGBQUhAAEACQUBCQEAKQ4BCwAFBgsFAAApCgECAgMBACcEAQMDFSINCAIGBgABACcHDAIAABYAIwewOysXIi4CNTQ+AjMyFhc+ATcmIyIGByc2MzIWFz4BMzIeAhUUBgchHgMzMjY3Fw4BIyImJw4DNzI2Nz4BNS4DNS4BIyIGFRQWJS4BIyIGB80mQjAbITtSMSA+GAEEAwlqKlArKGV1PlwdIV47QGZHJgEC/mYCGSczGyhHDXMdf1hLciMSMzk9CyI9EgkMAgQCAhYzFzRDNQI+BU05OUwFChktPCQlPywZCgoJGwhbHh1VQycjIigsSmI3CxgIHzAiEicgIDxNOzEdKBsMYhgUCBMJBBITEwUICS8kIi3WPEpKPAADABn/9gIiAtoAKAA3ADsAdEAcKikBADk4MzEpNyo3IyEeHRgWEhALCQAoASgLCCtAUDs6AgMIFQECAxQBAQINAQcBLwEEByYfAgAGBiEABAcGBwQGNQABAAcEAQcBACkACAgOIgACAgMBACcAAwMVIgoBBgYAAQAnBQkCAAAWACMIsDsrFyIuAjU0PgIzMhYXNTQmIyIGByc2MzIWHQEUFhcVDgEjLgEvAQ4BJzI2NzY9AS4BIyIGFRQWAzMXB8wmQjAbITtSMSNDGjs6KlAqKWV1cX0QFBMhDCYoBQMjZBMiPREWGDgaNEI0O3w3VgoZLTwkJT8sGQwLHjQ4Hh1VQ29poxUSAXIEAwEhHB0uMGIYFBEVPAkLLyQiLQKCdxoAAAAAAwAp//YCyALPACkANABAAKBAFisqAAA/PSo0KzQAKQApJSQZFwUDCAgrS7AYUFhAPjgOAgIFLSwoISAFBAIBAQAEAyEABQUBAQAnAAEBEiIAAgIAAQAnBgMCAAAWIgcBBAQAAQAnBgMCAAAWACMHG0A7OA4CAgUtLCghIAUEAgEBAwQDIQAFBQEBACcAAQESIgACAgMAACcGAQMDDSIHAQQEAAEAJwAAABYAIwdZsDsrIScOASMiLgI1ND4CNy4DNTQ+AjMyHgIVFAYHFz4BNTMOAQcXJTI3Jw4BFRQeAgMUFhc+ATU0JiMiBgIYOCxmNjdYPiIUIS0YFRwSCB00RyolRDUfRDWJDxFtASEdk/5ePjSkIigSIS45GCEnKyYdICg7IiMiOk0qITgwKRIYJyQiEyY/LRgUJzsnOlcmjyBNLEd1L5pfKK4ZNCAVJxwRAcoRIyMZKRwbIScABAAZ//YCIgLaACgANwBDAE8Ai0AmRUQqKQEAS0lET0VPQkA8OjMxKTcqNyMhHh0YFhIQCwkAKAEoDwgrQF0VAQIDFAEBAg0BBwEvAQQHJh8CAAYFIQAEBwYHBAY1AAsACQMLCQEAKQABAAcEAQcBACkOAQoKCAEAJwAICA4iAAICAwEAJwADAxUiDQEGBgABACcFDAIAABYAIwqwOysXIi4CNTQ+AjMyFhc1NCYjIgYHJzYzMhYdARQWFxUOASMuAS8BDgEnMjY3Nj0BLgEjIgYVFBYDNDYzMhYVFAYjIiY3IgYVFBYzMjY1NCbMJkIwGyE7UjEjQxo7OipQKilldXF9EBQTIQwmKAUDI2QTIj0RFhg4GjRCNB01LCw1NSwsNWERFxcREBkYChktPCQlPywZDAseNDgeHVVDb2mjFRIBcgQDASEcHS4wYhgUERU8CQsvJCItAjUlKCglJSgoSRMRDxUUEBETAAAAAAEAKAEvAiMCxgAGAChADAAAAAYABgQDAgEECCtAFAUBAQABIQMCAgEAATgAAAAMACMDsDsrGwEzEyMLASjGcMVuj5IBLwGX/mkBJv7aAAAAAQA2AOQCAAFoACAAPUAOIB8bGRYUEA8LCQYEBggrQCcAAQMeAAEEAwEBACYCAQAABAMABAEAKQABAQMBACcFAQMBAwEAJAWwOys3ND4CMzIeAjMyPgI1MxQOAiMiLgIjIg4CFSM2DiA2JxstKigWFRsPBkoOITgpGy4qKBUUGQ4FSuQJKy0jERQRDxIRAgUqLiUQFBAQExABAAAAAQAzAeYBJQLNAA4AI0AEBgUBCCtAFw4NDAsKCQgHBAMCAQANAB4AAAAMACMCsDsrEzcnNxcnMwc3FwcXBycHSy9HEkkFRwVIEkYvNC0uAghHFjofTU0fOhZHIktLAAAAAgAr/24DHQJbAFcAZwDxQB4BAGZkYF5PTUhGPjw0MiknIyEbGRMRCwkAVwFXDQgrS7AWUFhAYiYBBAUlAQMEHQEKA1wBCwoPAQYLSgEIAUsBCQgHIQwBAAAHBQAHAQApAAUABAMFBAEAKQADAAoLAwoBACkACAAJCAkBACgACwsBAQAnAgEBARYiAAYGAQEAJwIBAQEWASMJG0BgJgEEBSUBAwQdAQoDXAELCg8BBgtKAQgBSwEJCAchDAEAAAcFAAcBACkABQAEAwUEAQApAAMACgsDCgEAKQAIAAkICQEAKAALCwIBACcAAgITIgAGBgEBACcAAQEWASMJWbA7KwEyHgIVFA4CIyIuAicOASMiJjU0PgIzMhYXNC4CIyIGByc2MzIeAh0BFB4CMzI+AjU0LgIjIg4CFRQeAjMyNjcXDgEjIi4CNTQ+AhM+AT0BLgEjIgYVFBYzMjYBp0qIZz0IHz42GyMVCgIfVzZNTyI3RCIqOg8KGi0iKUMZGUpiQEkkCAMKFBIbIRIHL1V3SEZ1VC8sUXJHL0YlESpYLUuEYzk/aYl6HxcOPCYwPycrFi4CWzJgjlwWUE86DxgdDh8oUjwqOCMPEAcbLiASGBRHMig+SSJgFyggEik5PxZEdlcxMFV1RUN1VzMVETQUFDdji1RYi18y/f8PJhoeBRAjKB0wDQAAAAMAGf/2AiIC2gAoADcAVwCRQCo5OCopAQBTUk5MSUdDQj48OFc5VzMxKTcqNyMhHh0YFhIQCwkAKAEoEQgrQF8VAQIDFAEBAg0BBwEvAQQHJh8CAAYFIQAEBwYHBAY1AAwKEAIIAwwIAQApAAEABwQBBwEAKQAJCQsBACcNAQsLDiIAAgIDAQAnAAMDFSIPAQYGAAEAJwUOAgAAFgAjCrA7KxciLgI1ND4CMzIWFzU0JiMiBgcnNjMyFh0BFBYXFQ4BIy4BLwEOAScyNjc2PQEuASMiBhUUFhMiLgIjIg4CFSM0PgIzMh4CMzI+AjUzFA4CzCZCMBshO1IxI0MaOzoqUCopZXVxfRAUEyEMJigFAyNkEyI9ERYYOBo0QjSDFyIdHRAREwoCSgwbLSEXIR0dEhIVCwNKDB0vChktPCQlPywZDAseNDgeHVVDb2mjFRIBcgQDASEcHS4wYhgUERU8CQsvJCItAgIOEQ4OEg8BCSsrIQ8RDw4SEAIHKiwjAAIAPP/2AlsC2gAUACcAjUAWFhUBACAeFScWJwwKBwYFBAAUARQICCtLsBhQWEAxCAEFAyMiAgQFAwEABAMhAAICDiIABQUDAQAnAAMDFSIHAQQEAAEAJwEGAgAAFgAjBhtANQgBBQMjIgIEBQMBAQQDIQACAg4iAAUFAwEAJwADAxUiAAEBDSIHAQQEAAEAJwYBAAAWACMHWbA7KwUiJicVIxEzET4BMzIeAhUUDgInMj4CNTQuAiMiBgcVHgMBZjxeG3WGHFs8M1U9ISVCWlkgNScVFCUyHi1HEwcbIigKNi9bAtr+1jA1LEpkNzliSSpyGSo4ICA6LBo7K30UIBcNAAAAAQAaAAACYgLGAAMAH0AKAAAAAwADAgEDCCtADQIBAQEMIgAAAA0AIwKwOysTASMBrwGzlP5MAsb9OgLGAAAAAAEARf9+ALcDBwADACpACgAAAAMAAwIBAwgrQBgAAAEBAAAAJgAAAAEAACcCAQEAAQAAJAOwOysXETMRRXKCA4n8dwAAAQAn/+EBCQLkAB4AckAQAAAAHgAeHRsUEwwKCQgGCCtLsBhQWEAqEgQCAAIBIQACBAAEAgA1BQEEBAMBACcAAwMUIgAAAAEBACcAAQEWASMGG0AnEgQCAAIBIQACBAAEAgA1AAAAAQABAQAoBQEEBAMBACcAAwMUBCMFWbA7KxMVFAYHHgEdATMVIyImPQE0Jic1Mj4CPQE0NjsBFdITEA8UN5kHEB4UChMNCBIFmQJ5zBQjDg4jFNdrDBL4GiUEXgwUFgvtEwtrAAAAAQAq/+EBDALkAB4AckAQAAAAHgAeFhUUEgsKAwEGCCtLsBhQWEAqGgwCAwEBIQABBAMEAQM1BQEEBAABACcAAAAUIgADAwIBACcAAgIWAiMGG0AnGgwCAwEBIQABBAMEAQM1AAMAAgMCAQAoBQEEBAABACcAAAAUBCMFWbA7KxM1MzIWHQEUHgIzFQ4BHQEUBisBNTM1NDY3LgE9ASqZBRIIDRILFB4RBpk3ExAQEwJ5awsT7QsWFAxeBCUa+BIMa9cUIw4OIxTMAAAAAQBH/9gBAwLkAAcAWUAOAAAABwAHBgUEAwIBBQgrS7AyUFhAGAACBAEDAgMAACgAAQEAAAAnAAAADgEjAxtAIgAAAAECAAEAACkAAgMDAgAAJgACAgMAACcEAQMCAwAAJARZsDsrFxEzFSMRMxVHvEBAKAMMa/3KawAAAAEAKv/YAOUC5AAHAFlADgAAAAcABwYFBAMCAQUIK0uwMlBYQBgAAAQBAwADAAAoAAEBAgAAJwACAg4BIwMbQCIAAgABAAIBAAApAAADAwAAACYAAAADAAAnBAEDAAMAACQEWbA7Kxc1MxEjNTMRKj8/uyhrAjZr/PQAAAACAEf/fgC5AwcAAwAHAD5AEgQEAAAEBwQHBgUAAwADAgEGCCtAJAUBAwACAQMCAAApBAEBAAABAAAmBAEBAQAAACcAAAEAAAAkBLA7KxMRIxETESMRuXJycgEI/nYBigH//nYBigAAAAEATQD1AR4BxgATACVABhAOBgQCCCtAFwABAAABAQAmAAEBAAEAJwAAAQABACQDsDsrARQOAiMiLgI1ND4CMzIeAgEeEBwmFhUnHBERHCcVFiYcEAFeFiYdEBAdJhYVJh0QEB0mAAAAAQAc//YCHwIVACEANUAKHhwXFQ0LBgQECCtAIxoZCQgEAgEBIQABAQABACcAAAAVIgACAgMBACcAAwMWAyMFsDsrEzQ+AjMyFhcHLgEjIg4CFRQeAjMyNjcXDgEjIi4CHCZIZkBWeR6DETgiHTIlFRYlMhwkPQyDG3xXQGZIJwEGN2JKLEo8KB0fFyk6IyM6KhckGig8TCxLYwAAAQAd/zwCIAIVADwA/UASOjg0MiknHx0YFg4NCggEAggIK0uwDFBYQEYsKxsaBAUEMAEBBgwAAgABPAEHAAQhAAYCAQAGLQAFAAEABQEBACkABAQDAQAnAAMDFSIAAgITIgAAAAcBAicABwcRByMIG0uwH1BYQEcsKxsaBAUEMAEBBgwAAgABPAEHAAQhAAYCAQIGATUABQABAAUBAQApAAQEAwEAJwADAxUiAAICEyIAAAAHAQInAAcHEQcjCBtARCwrGxoEBQQwAQEGDAACAAE8AQcABCEABgIBAgYBNQAFAAEABQEBACkAAAAHAAcBAigABAQDAQAnAAMDFSIAAgITAiMHWVmwOysXHgEzMjY1NCYjIgYHNy4DNTQ+AjMyFhcHLgEjIg4CFRQeAjMyNjcXDgEPAT4BMzIWFRQGIyImJ+IMMhsaHh0XFS8MKjtdQSMmSGZAVnkegxE4Ih0yJRUWJTIcJD0MgxlqSxUHEQgjMj9BITYUfwcMDxISDwkDUwQvSl40N2JKLEo8KB0fFyk6IyM6KhckGig2SQciAgIhJSYyDAgAAAIAKf+IAi0ChQAgACsAPkAOAAAAIAAgHx4PDg0MBQgrQCgLAQEAJyYaGRYVEhEBCQIBAiEAAAQBAwADAAAoAAEBFSIAAgIWAiMEsDsrBTUuAzU0PgI3NTMVHgEXBy4BJxE+ATcXDgMjFQMUHgIXEQ4DARY0Vz8jHz1YOTxGciCCDi4aGzUIgw80PkAanw4aJBcXJRoNeG8EMUpcMDNcSTIIcXECRD8oGhwC/swFHxcoIjMiEW4BehkuJh0HASgFHCkyAAACAEMAAACwAgYAAwAHADZAEgQEAAAEBwQHBgUAAwADAgEGCCtAHAQBAQEAAAAnAAAADyIAAgIDAAAnBQEDAw0DIwSwOysTNTMVAzUzFUNtbW0BdpCQ/oqQkAAAAAEAIP+PAK8AkAALACxACAsKBQQBAAMIK0AcAAEAATcAAAICAAEAJgAAAAIBACcAAgACAQAkBLA7KxcyNj0BMxUUDgIjIAcabhwqMhcSCxSDmx4nGAkAAAADACz/+QMgAssAEwAnAEsAYEAeKSgVFAEAREI6ODMxKEspSx8dFCcVJwsJABMBEwsIK0A6R0Y2NQQHBgEhAAUABgcFBgEAKQAHCgEEAgcEAQApAAMDAQEAJwABARIiCQECAgABACcIAQAAEwAjB7A7KwUiLgI1ND4CMzIeAhUUDgInMj4CNTQuAiMiDgIVFB4CNyIuAjU0PgIzMhYXBy4BIyIOAhUUHgIzMjY3Fw4DAaJRiWQ4OGSJUVKMZjo6ZoxSRXdZMjFYeEZFdVUxMFZ1TjhdQiUfP14+UHIbgg80GRoqHQ8UICgVHTQOggwoOUgHN2GETk2EYDc3YIRNToRhNzItU3JFQnFUMDBUcUJCcVQwSSVAVzMtVkMoRTsoHxcUIi0ZHi8fER4aJxovJBYAAgAd//YCYQLaABwALwCWQBgeHQEAJyUdLx4vFxUTEg8OCwkAHAEcCQgrS7AYUFhAMw0BBgEjIgIDBhoUAgADAyEAAgIOIgAGBgEBACcAAQEVIggFAgMDAAEAJwQHAgAAFgAjBhtAOg0BBgEjIgIDBhoUAgAFAyEAAwYFBgMFNQACAg4iAAYGAQEAJwABARUiCAEFBQABACcEBwIAABYAIwdZsDsrBSIuAjU0PgIzMhYXETMRFBYXFQYjLgEvAQ4BJzI+Ajc1LgEjIg4CFRQeAgEVNltCJSM+VjM5XRqGEBQmGiUpBQMdYhQTKCIcBxFNKh4zJBQWJzUKKkpjOTliSio4LQEq/cAVEgFyBwEgHSQyM3INGCATfSw6Gi06HyE4KhgAAAIAKQIHAPYC1AALABcALkAODQwTEQwXDRcKCAQCBQgrQBgAAwABAwEBACgEAQICAAEAJwAAAA4CIwOwOysTNDYzMhYVFAYjIiY3IgYVFBYzMjY1NCYpOS0tOjotLTlmDxYWDw8WFAJxKjk5KjA6O1EVEQ8WFg8RFQAAAAADADUAMAHIAiMAAwAHAAsAfUAaCAgEBAAACAsICwoJBAcEBwYFAAMAAwIBCQgrS7AWUFhAJAAECAEFAgQFAAApAAIHAQMCAwAAKAYBAQEAAAAnAAAADwEjBBtALgAABgEBBAABAAApAAQIAQUCBAUAACkAAgMDAgAAJgACAgMAACcHAQMCAwAAJAVZsDsrEzUzFQM1MxUlNSEVxnFxcf7+AZMBo4CA/o2BgcRrawAAAAMAIv+LAlMDLwAvADUAOwCQQAw7OjU0KyoTEhEQBQgrS7ALUFhAOi8sKQUEBAI5Mx4dGAYABwMEFwEAAwMhFAEAASAAAQAAASwAAgAEAwIEAQApAAMDAAEAJwAAABMAIwYbQDkvLCkFBAQCOTMeHRgGAAcDBBcBAAMDIRQBAAEgAAEAATgAAgAEAwIEAQApAAMDAAEAJwAAABMAIwZZsDsrAS4DJxUXHgMVFA4CBxUjNS4BJzceAxc1Jy4DNTQ+Ajc1MxUeARcDNCYnFTYDFBYXNQYB/QYhLTYdGTRVOyAnQ1gxPEaGNj0IJzhDJCUzSzIZIz1UMTxBbyp6ODJq8zAwYAIMBxQVEQOtBg4gMEMxN04yGQJubwUvJncIGhoVBKwKDiEsPCkzTzcgBGZlBS0c/kEjJhCiAwGLIiMOogYAAQA8AAAAwgIMAAMAH0AKAAAAAwADAgEDCCtADQAAAA8iAgEBAQ0BIwKwOyszETMRPIYCDP30AAACABz/9gJCAhUAHgAnAEtAFh8fAQAfJx8nIyEZFxMSCwkAHgEeCAgrQC0cGwIDAgEhBwEFAAIDBQIAACkABAQBAQAnAAEBFSIAAwMAAQAnBgEAABYAIwawOysFIi4CNTQ+AjMyHgIVFAYHIR4DMzI2NxcOARMuASMiDgIHATA/ZkgnJkhnQEBlRyUBAv5rAxgmMBooRw1zHX8wBU03Gy8kFwIKK0piNjhjSywsSmI1DRgIHzAiEicgIDxNATw7RxMiMB0AAwAc//YCQgLaAAMAIgArAFdAGCMjBQQjKyMrJyUdGxcWDw0EIgUiAwIJCCtANwEAAgIAIB8CBAMCIQgBBgADBAYDAAApAAAADiIABQUCAQAnAAICFSIABAQBAQAnBwEBARYBIwewOysBJzczAyIuAjU0PgIzMh4CFRQGByEeAzMyNjcXDgETLgEjIg4CBwFRVjZ9fj9mSCcmSGdAQGVHJQEC/msDGCYwGihHDXMdfzAFTTcbLyQXAgJJGnf9HCtKYjY4Y0ssLEpiNQ0YCB8wIhInICA8TQE8O0cTIjAdAAADABz/9gJCAtoABgAlAC4AWkAYJiYIByYuJi4qKCAeGhkSEAclCCUCAQkIK0A6BgUEAwAFAgAjIgIEAwIhCAEGAAMEBgMAACkAAAAOIgAFBQIBACcAAgIVIgAEBAEBACcHAQEBFgEjB7A7KxM3MxcHJwcTIi4CNTQ+AjMyHgIVFAYHIR4DMzI2NxcOARMuASMiDgIHlGphakVVVVY/ZkgnJkhnQEBlRyUBAv5rAxgmMBooRw1zHX8wBU03Gy8kFwICdWVlID8//aErSmI2OGNLLCxKYjUNGAgfMCISJyAgPE0BPDtHEyIwHQAAAAQAHP/2AkIC0wADAAcAJgAvAGtAJicnCQgEBAAAJy8nLyspIR8bGhMRCCYJJgQHBAcGBQADAAMCAQ4IK0A9JCMCBwYBIQ0BCQAGBwkGAAApCwMKAwEBAAAAJwIBAAAOIgAICAUBACcABQUVIgAHBwQBACcMAQQEFgQjCLA7KxM1MxUzNTMVAyIuAjU0PgIzMh4CFRQGByEeAzMyNjcXDgETLgEjIg4CB5dvUW+WP2ZIJyZIZ0BAZUclAQL+awMYJjAaKEcNcx1/MAVNNxsvJBcCAlx3d3d3/ZorSmI2OGNLLCxKYjUNGAgfMCISJyAgPE0BPDtHEyIwHQAAAAMAHP/2AkIC2gAeACcAKwBXQBgfHwEAKSgfJx8nIyEZFxMSCwkAHgEeCQgrQDcrKgIBBhwbAgMCAiEIAQUAAgMFAgAAKQAGBg4iAAQEAQEAJwABARUiAAMDAAEAJwcBAAAWACMHsDsrBSIuAjU0PgIzMh4CFRQGByEeAzMyNjcXDgETLgEjIg4CBxMzFwcBMD9mSCcmSGdAQGVHJQEC/msDGCYwGihHDXMdfzAFTTcbLyQXAgd8N1YKK0piNjhjSywsSmI1DRgIHzAiEicgIDxNATw7RxMiMB0BqHcaAAAAAwAs//cCMALGACMANwBHAEFADkZEPjw0MiooGBYGBAYIK0ArHw8CAgQBIQAEAAIDBAIBACkABQUBAQAnAAEBDCIAAwMAAQAnAAAAFgAjBrA7KyUUDgIjIi4CNTQ+AjcuATU0PgIzMh4CFRQGBx4DBzQuAiMiDgIVFB4CMzI+AgMUHgIzMj4CNTQmIyIGAjApR141NV1GKRQgKBQmNCtFUykpVEUrNSYVKR8TiBUiLBcYLCIUFSItFxgrIhTeEh0jEhIkHRI8KSk70jJQOh8hPFIxHjMqIAoSSCswSTIaGTJJMCtKEQshKzQXGSgbDg8cJxgYJxwPEBwnAToVHxULCxYfFSUsLQAAAQA5ANYDZQFPAAMAKkAKAAAAAwADAgEDCCtAGAAAAQEAAAAmAAAAAQAAJwIBAQABAAAkA7A7Kzc1IRU5AyzWeXkAAAABADkA1gIhAU8AAwAqQAoAAAADAAMCAQMIK0AYAAABAQAAACYAAAABAAAnAgEBAAEAACQDsDsrNzUhFTkB6NZ5eQAAAAIAPgCQAXcBmAADAAcAPUASBAQAAAQHBAcGBQADAAMCAQYIK0AjAAIFAQMAAgMAACkAAAEBAAAAJgAAAAEAACcEAQEAAQAAJASwOys3NSEVJTUhFT4BOf7HATmQV1exV1cAAAACAB//9gJEAtoAIwA3AEJADDQyKiggHxQSCggFCCtALiMiHBsaGQEACAECFgEEAQIhAAEABAMBBAECKQACAg4iAAMDAAEAJwAAABYAIwWwOysBBx4BFRQOAiMiLgI1ND4CMzIWFy4BJwcnNy4BJzMWFzcBFB4CMzI+AjU0LgIjIg4CAg1HQD4qSmY8OWNJKiZBWDI1WhwLKiVeJlQgTjKsMilP/sEVJDIdHjMlFRUlMh0eMiUVApQnSa9TRm9OKSVBWTQxWEAmKyMwWio0NC8cNxoaJS7+IRwvIxQVJDAcHC4iExQjLwAAAgBOAAAA1ALNAAMABwA2QBIEBAAABAcEBwYFAAMAAwIBBggrQBwEAQEBAAAAJwAAAAwiAAICAwAAJwUBAwMNAyMEsDsrExEzEQM1MxVOhoaGAQsBwv4+/vWXlwACAE7/+wDUAsgAAwAHADZAEgQEAAAEBwQHBgUAAwADAgEGCCtAHAACAgMAACcFAQMDDCIEAQEBAAAAJwAAAA0AIwSwOysTESMRExUjNdSGhoYBvf4+AcIBC5eXAAEAGgAAAY4C5AAVAEZAFAAAABUAFRQTEhEPDQkHBAMCAQgIK0AqCgEDAgsBAQMCIQQBAQUBAAYBAAAAKQADAwIBACcAAgIUIgcBBgYNBiMFsDsrMxEjNTM1NDYzMhcHLgEjIh0BMxUjEV5ERF9QQEEbDykRRoCAAWhnQWJyH2UIC15GZ/6YAAACABoAAAKbAuQAIwAzAGdAHgEAMzItKx4cGBYREA8ODQwLCgkIBwYFBAAjASMNCCtAQSABCAkaAQAIIQEKACkBAQoEIQsHAgEGBAICAwECAAApDAEAAAkBACcACQkUIgAKCggBACcACAgMIgUBAwMNAyMHsDsrASIGHQEzFSMRIxEjESMRIzUzNTQ+AjMyFhc+ATMyFhcHLgEHND4CNy4BIyIOAh0BMwI4KSWKioaAhkREGC1DKiJBHhhEMCY9GxsOI+sBAgQCDyQPFBsQCIACcjglRmf+mAFo/pgBaGcgLE04IBANHiMUC2UHC28EERMQBQgGEBkhECUAAAACABoAAAMEAuQAJQA1AGRAICYmJjUmNTAuJSQjIiEgHx4dHBsaFxUQDgoIAwIBAA4IK0A8EgwCBAIsEwIBCwIhDQwFAwEJBwIABgEAAAApAAQEAwEAJwADAxQiAAsLAgEAJwACAgwiCggCBgYNBiMHsDsrEyM1MzU0PgIzMhYXPgEzMhYXBy4BIyIGHQEhESMRIxEjESMRIwE1ND4CNy4BIyIOAh0BXkREGC1DKiJBHhxUNzRjLTYZRiExKwEahpSGgIYBBgECBAIPJA8UGxAIAWhnICxNOCAQDR4jJB1kFh04JUb+MQFo/pgBaP6YAc80BBETEAUIBhAZIRAlAAAAAgAa//gDmwLkAD0ASwEeQCg+PgEAPks+S0hGODc0MispJSMeHRwbGhkYFxYVFBMSEQwKAD0BPREIK0uwElBYQEQnAQEJRAECDQIhDAELAwADCwA1EA4IAwIHBQIDCwIDAAApAAEBCgEAJwAKChQiAA0NCQEAJwAJCQwiBgQPAwAADQAjCBtLsB1QWEBKJwEBCUQBAg0CIQAMAwsDDAs1AAsAAwsAMxAOCAMCBwUCAwwCAwAAKQABAQoBACcACgoUIgANDQkBACcACQkMIgYEDwMAAA0AIwkbQE4nAQEJRAECDQIhAAwDCwMMCzUACwQDCwQzEA4IAwIHBQIDDAIDAAApAAEBCgEAJwAKChQiAA0NCQEAJwAJCQwiBgEEBA0iDwEAABYAIwpZWbA7KwUiLgI1ETQuAiMiDgIdATMVIxEjESMRIxEjNTM1ND4CMzIWFz4BMzIWFREUHgIzMj4CMxcOAwE1ND4CNy4BIyIGHQEDHiAxIxIHEyEbGCEVCVdXhoGGREQZL0IqIz4fHFk5cmwFDBINCRQRDAESARYkLP4xAQEDAg8gDickCBIfKBcBmBMoIRYUISoWLmf+mAFo/pgBaGcjLUw3HhANICFsWP6LChURCwQFBGwBCAkHAdczBRIUEAQIBTMkKAAAAQAaAAAB/QLkABsAREASGxoZGBcWFRQRDwoIAwIBAAgIK0AqDAEDAg0BAQMCIQQBAQYBAAUBAAAAKQADAwIBACcAAgIUIgcBBQUNBSMFsDsrEyM1MzU0PgIzMhYXBy4BIyIGHQEhESMRIxEjXkREHTdPMzlfKjYaRiQtKwEZhpOGAWhnQStOOSIlHGQXHDglRv4xAWj+mAABABr/+AKUAuQAMQDtQBYxMC0rJCIfHh0cGxoZGBcWEQ8GBAoIK0uwCVBYQCkJAQgDAAMIADUGAQIFAQMIAgMAACkAAQEHAQAnAAcHFCIEAQAAEwAjBRtLsBJQWEApCQEIAwADCAA1BgECBQEDCAIDAAApAAEBBwEAJwAHBxQiBAEAABYAIwUbS7AdUFhALwAJAwgDCQg1AAgAAwgAMwYBAgUBAwkCAwAAKQABAQcBACcABwcUIgQBAAAWACMGG0AzAAkDCAMJCDUACAQDCAQzBgECBQEDCQIDAAApAAEBBwEAJwAHBxQiAAQEDSIAAAAWACMHWVlZsDsrJQ4DIyIuAjURNC4CIyIOAh0BMxUjESMRIzUzNTQ2MzIWFREUHgIzMj4CMwKUARYkLRYfMSMSBxMhGxghFQlYWIZERHRncmwGDBINCRMRDAERAQgJBxIfKBcBmBMoIRYUISoWLmf+mAFoZ01hZ2xY/osKFRELBAUEAAABABz/awILAjsAKABbQBQBACUkIyIbGhgWEhALCQAoASgICCtAPyYBAwAODQICBAIhAAQDAgMEAjUABQAGAAUGAAApBwEAAAMEAAMBACkAAgEBAgEAJgACAgEBACcAAQIBAQAkB7A7KwEyHgIVFA4CIyImJzceATMyNjU0JiMiBgcjND4CNzY3IRUjBz4BASEyVj8jKEZgOE57IE0dUy02RUEyITkRdQgMDggSFgFe/RwMLgE/ITxUMzZYPyNCOVAnLkE2NEAeGgMnPUsnXHJ6nw0QAAH/N//5AZICzgAFAAdABAIFAQ0rJwkBFwkByQEaAQQ9/uz+9i8BSQFWNv6+/qMAAAIAFf+BAhcCOwAKAA0ApkASAAAMCwAKAAoJCAcGBQQCAQcIK0uwCVBYQCYNAQIBAwEAAgIhAAECATcGAQQAAAQsBQECAgAAAicDAQAADQAjBRtLsBZQWEAlDQECAQMBAAICIQABAgE3BgEEAAQ4BQECAgAAAicDAQAADQAjBRtALw0BAgEDAQACAiEAAQIBNwYBBAAEOAUBAgAAAgAAJgUBAgIAAAInAwEAAgAAAiQGWVmwOysFNSE1ATMRMxUjFQEzNQE5/twBTlxYWP7crX+VdwGu/lN4lQEN4gACABUBNgF+AtoACgANAEBAEgAADAsACgAKCQgHBgUEAgEHCCtAJg0BAgEBIQMBAgEgBQECAwEABAIAAAApBgEEBAEAACcAAQEOBCMFsDsrEzUjNTczFTMVIxUnMzXy3fY2PT3fkwE2W077+05bqZoAAgAe/yECPQIVACQANwE0QBgmJQEALy0lNyY3HRsWFA8OCwkAJAEkCQgrS7AJUFhAPQ0BBgErKgIFBiIBAAUZGAIEAAQhAAYGAQEAJwIBAQEVIggBBQUAAQAnBwEAAA0iAAQEAwEAJwADAxEDIwcbS7AbUFhAPQ0BBgErKgIFBiIBAAUZGAIEAAQhAAYGAQEAJwIBAQEVIggBBQUAAQAnBwEAABMiAAQEAwEAJwADAxEDIwcbS7AsUFhAQQ0BBgIrKgIFBiIBAAUZGAIEAAQhAAICDyIABgYBAQAnAAEBFSIIAQUFAAEAJwcBAAATIgAEBAMBACcAAwMRAyMIG0A+DQEGAisqAgUGIgEABRkYAgQABCEABAADBAMBACgAAgIPIgAGBgEBACcAAQEVIggBBQUAAQAnBwEAABMAIwdZWVmwOysFIi4CNTQ+AjMyFhc1MxEUDgIjIiYnNx4BMzI+Aj0BDgEnMj4CNzUuASMiDgIVFB4CAQk0Vz4iJEBZNj5cHXUrTmo/V3UqSR5bNB85KxkaXggWKCEaBxJMKh8zJBMWJzUDKklgNjliSio3Llz+DTpcQCI5NEclKhEkOCZCLTFrDhggEn0uOBstOh8gOCoYAAAAAQA8//oCEQLKADQAe0AQNDMjIRwbFhQODAsJAQAHCCtLsCdQWEArLAEBAgEhAAIAAQACAQEAKQADAwUBACcABQUSIgAAAAQBACcGAQQEDQQjBhtALywBAQIBIQACAAEAAgEBACkAAwMFAQAnAAUFEiIABAQNIgAAAAYBACcABgYTBiMHWbA7KzcyPgI1NC4CKwE1MzI2NTQuAiMiDgIVESMRND4CMzIeAhUUDgIHHgEVFA4CB/YfNCYVEx8qFhQTJCkQFxwMGCAUCH8iO1EvKkg0Hg4YHxJBSi9OZjh1DRsoHBooHA54KSEVHBEHEx0kEf4NAgoqRjMdFyo9JhowJx0GEmZIOVE0GQEAAAEAN//lAd0CHwAGAAdABAUBAQ0rJQU1Nyc1BQHd/lrj4wGm3/qWiI6O/wAAAgAlAC4CUAHdAAYADQAJQAYIDAEFAg0rEyUVBxcVLQIVBxcVJSUBB52d/vkBIwEInp7++AEgvW1tZ26xQb1tbWdusQACADkALgJkAd0ABgANAAlABgwIBQECDSslBTU3JzUNAjU3JzUFAmT++J6eAQj+3f74np4BCN+xbmdtbb1BsW5nbW29AAEAJQAuASwB3QAGAAdABAEFAQ0rEyUVBxcVJSUBB52d/vkBIL1tbWdusQAAAQA5AC4BQQHdAAYAB0AEBQEBDSslBTU3JzUFAUH++J6eAQjfsW5nbW29AAABADwAAAIjAtoAFwA3QAwTEQ4NDAsGBAEABQgrQCMPAQEECgEAAQIhAAMDDiIAAQEEAQAnAAQEFSICAQAADQAjBbA7KyEjETQmIyIOAgcRIxEzET4BMzIeAhUCI4YuKhIoJB4HhoYdYzwzQCQOASY+OxAdKBj+zgLa/tEzNyM6SicAAAABADkA1gFoAU8AAwAqQAoAAAADAAMCAQMIK0AYAAABAQAAACYAAAABAAAnAgEBAAEAACQDsDsrNzUhFTkBL9Z5eQAAAAIAPAAAAMIC2gADAAcANEASBAQAAAQHBAcGBQADAAMCAQYIK0AaBQEDAwIAACcAAgIOIgAAAA8iBAEBAQ0BIwSwOyszETMRAzUzFTyGhoYCDP30AlWFhQACADwAAAD+AtoAAwAHAC1ADAQEBAcEBwYFAwIECCtAGQEAAgEAASEAAAAOIgABAQ8iAwECAg0CIwSwOysTJzczAxEzEaFWNn3ChgJJGnf9JgIM/fQAAAAAAv/kAAABGQLaAAYACgAwQAwHBwcKBwoJCAIBBAgrQBwGBQQDAAUBAAEhAAAADiIAAQEPIgMBAgINAiMEsDsrAzczFwcnBxMRMxEcamFqRVVVEoYCdWVlID8//asCDP30AAAAAAP/5wAAARYC0wADAAcACwA/QBoICAQEAAAICwgLCgkEBwQHBgUAAwADAgEJCCtAHQcDBgMBAQAAACcCAQAADiIABAQPIggBBQUNBSMEsDsrAzUzFTM1MxUDETMRGW9Rb9qGAlx3d3d3/aQCDP30AAAC//8AAADCAtoAAwAHAC1ADAAABQQAAwADAgEECCtAGQcGAgACASEAAgIOIgAAAA8iAwEBAQ0BIwSwOyszETMRAzMXBzyGw3w3VgIM/fQC2ncaAAAC/4f/PADCAtoAEQAVAHhAFBISAQASFRIVFBMMCwgGABEBEQcIK0uwH1BYQCsEAQECAwEAAQIhBgEEBAMAACcAAwMOIgACAg8iAAEBAAEAJwUBAAARACMGG0AoBAEBAgMBAAECIQABBQEAAQABACgGAQQEAwAAJwADAw4iAAICDwIjBVmwOysXIiYnNx4BMzI2NREzERQOAhM1MxUMJkQbOQwfEBonhhwyQgqGxBcYWwsLJR0CGv3wKkczHAMZhYUAAAAAAQA8AAACMQLaAAsAMkAOAAAACwALCQgGBQQDBQgrQBwKBwIBBAACASEAAQEOIgACAg8iBAMCAAANACMEsDsrIScHFSMRMxE3MwcTAaKYSIaG0o/E0uNHnALa/kXs3v7TAAAAAAEAO//4AT8C2gAOAFNACAwKBQMBAAMIK0uwCVBYQB0HAQEACAECAQIhAAAADiIAAQECAQInAAICEwIjBBtAHQcBAQAIAQIBAiEAAAAOIgABAQIBAicAAgIWAiMEWbA7KxMzERQzMjY3Fw4BIyImNTuGNwsdDRIbSB0/RQLa/dQ9CAVrDQ5DPgABACD/5QHGAh8ABgAHQAQBBQENKxMlFQcXFSUgAabj4/5aASD/jo6IlvoAAAEAPwBqAicBkAAFADJADAAAAAUABQQDAgEECCtAHgAAAQA4AwECAQECAAAmAwECAgEAACcAAQIBAAAkBLA7KwERIzUhNQIncv6KAZD+2q54AAAAAAEAPAAAA2oCFQAkAG9AEiAeGhgVFBMSDw0KCQYEAQAICCtLsBtQWEAkHBYCAQURCAIAAQIhAwEBAQUBACcHBgIFBQ8iBAICAAANACMEG0AoHBYCAQURCAIAAQIhAAUFDyIDAQEBBgEAJwcBBgYVIgQCAgAADQAjBVmwOyshIxE0JiMiBgcRIxE0JiMiBgcRIxEzFT4BMzIWFz4BMzIeAhUDaoYsJidGD4YrJidHD4Z5HWVBQkcLIGI/MD4iDQEmPzo9Mf7PASY/Ojwx/s4CDGEzN0AvNjkkOkomAAABAD4BEgHSAX0AAwAHQAQBAAENKxM1IRU+AZQBEmtrAAEARv8sAlUCDAAhALRAECEgGxkSDw0MCQgFAwEABwgrS7AYUFhAKAcBAQAfFRQOBAQBAiECAQAADyIDAQEBBAEAJwUBBAQTIgAGBhEGIwUbS7AuUFhALwcBAwAfFRQOBAQBAiEAAwABAAMBNQIBAAAPIgABAQQBACcFAQQEEyIABgYRBiMGG0AzBwEDAB8VFA4EBAECIQADAAEAAwE1AgEAAA8iAAQEEyIAAQEFAQAnAAUFFiIABgYRBiMHWVmwOysTMxEUMzI2NxEzERQWFxUOASMiJi8BDgMjIi4CJxMjRoZaJUkXhhAUFSAMIysFAgkhKzIaFB8WDgMJhwIM/tV5LzABRf6OFRIBcgQCIB0rEiYgFAwRFQn++wAAAQA1AFkBqgHKAAsAB0AECQEBDSslBycHJzcnNxc3FwcBqlVnZ1JlYlViY1JirFNnZ1RmY1NiY1RjAAAAAQA8AAACIwIVABcAX0AMExEODQwLBgQBAAUIK0uwG1BYQB8PAQEDCgEAAQIhAAEBAwEAJwQBAwMPIgIBAAANACMEG0AjDwEBAwoBAAECIQADAw8iAAEBBAEAJwAEBBUiAgEAAA0AIwVZsDsrISMRNCYjIg4CBxEjETMVPgEzMh4CFQIjhiwnFColHgeGeR1uRTE+Ig0BJj86EB0oGP7OAgxhMjgkOkomAAAAAAIAIP9mAikCOwAgADQAVEASIiEsKiE0IjQdGxcVEA4GBAcIK0A6GQEDBRMBAgMSAQECAyEAAAYBBAUABAEAKQAFAAMCBQMBACkAAgEBAgEAJgACAgEBACcAAQIBAQAkBrA7KxM0PgIzMh4CFRQOAiMiJic3HgEzMjY3DgEjIi4CJSIOAhUUHgIzMj4CNTQuAiAoRV83PGFEJSdHZj9DcidNGEwtQ08CFE4zNVpCJgEDGy8kFRUjMBsbMCMVFSQvAUQ0WkMmLFR5TWGVZTQ6NlQmKmphJCokQFe4FSUxGxsvJBQUJC8bGzEkFgAAAgA8AAACIwLaABcANwChQBwZGDMyLiwpJyMiHhwYNxk3ExEODQwLBgQBAAwIK0uwG1BYQDgPAQEDCgEAAQIhAAkHCwIFAwkFAQApAAYGCAEAJwoBCAgOIgABAQMBACcEAQMDDyICAQAADQAjBxtAPA8BAQMKAQABAiEACQcLAgUECQUBACkABgYIAQAnCgEICA4iAAMDDyIAAQEEAQAnAAQEFSICAQAADQAjCFmwOyshIxE0JiMiDgIHESMRMxU+ATMyHgIVAyIuAiMiDgIVIzQ+AjMyHgIzMj4CNTMUDgICI4YsJxQqJR4HhnkdbkUxPiINqRciHR0QERMKAkoMGy0hFyEdHRISFQsDSgwdLwEmPzoQHSgY/s4CDGEyOCQ6SiYBEw4RDg4SDwEJKyshDxEPDhIQAgcqLCMAAAIAJgAAAq4CxgAbAB8AW0AmHBwcHxwfHh0bGhkYFxYVFBMSERAPDg0MCwoJCAcGBQQDAgEAEQgrQC0QDwcDAQYEAgIDAQIAACkMAQoKDCIOCAIAAAkAACcNCwIJCQ8iBQEDAw0DIwWwOysBIwczFSMHIzcjByM3IzUzNyM1MzczBzM3MwczBTcjBwKukSGDmy5sL3gtbC5wiCF6kS9sMHgubC96/uMgdyEBqIlku7u7u2SJXsDAwMDniYkAAgAc//YCQQIVABMAJwAxQA4BACQiGhgLCQATARMFCCtAGwADAwEBACcAAQEVIgACAgABACcEAQAAFgAjBLA7KwUiLgI1ND4CMzIeAhUUDgIDFB4CMzI+AjU0LgIjIg4CAS9AZkcmJkdmQEBlRyYmRmbJFSUyHR0yJRUVJTIdHTIlFQosS2I2N2JLLCxLYjc2YkssAQ8jOSoXFyo6IyI6KhcYKjoAAAAAAwAc//YCQQLaAAMAFwArAD9AEAUEKCYeHA8NBBcFFwMCBggrQCcBAAICAAEhAAAADiIABAQCAQAnAAICFSIAAwMBAQAnBQEBARYBIwawOysBJzczAyIuAjU0PgIzMh4CFRQOAgMUHgIzMj4CNTQuAiMiDgIBUVY2fX9AZkcmJkdmQEBlRyYmRmbJFSUyHR0yJRUVJTIdHTIlFQJJGnf9HCxLYjY3YkssLEtiNzZiSywBDyM5KhcXKjojIjoqFxgqOgAAAAMAHP/2AkEC2gAGABoALgBCQBAIByspIR8SEAcaCBoCAQYIK0AqBgUEAwAFAgABIQAAAA4iAAQEAgEAJwACAhUiAAMDAQEAJwUBAQEWASMGsDsrEzczFwcnBxMiLgI1ND4CMzIeAhUUDgIDFB4CMzI+AjU0LgIjIg4ClGphakVVVVVAZkcmJkdmQEBlRyYmRmbJFSUyHR0yJRUVJTIdHTIlFQJ1ZWUgPz/9oSxLYjY3YkssLEtiNzZiSywBDyM5KhcXKjojIjoqFxgqOgAAAAAEABz/9gJBAtMAAwAHABsALwBRQB4JCAQEAAAsKiIgExEIGwkbBAcEBwYFAAMAAwIBCwgrQCsJAwgDAQEAAAAnAgEAAA4iAAcHBQEAJwAFBRUiAAYGBAEAJwoBBAQWBCMGsDsrEzUzFTM1MxUDIi4CNTQ+AjMyHgIVFA4CAxQeAjMyPgI1NC4CIyIOApdvUW+XQGZHJiZHZkBAZUcmJkZmyRUlMh0dMiUVFSUyHR0yJRUCXHd3d3f9mixLYjY3YkssLEtiNzZiSywBDyM5KhcXKjojIjoqFxgqOgAAAwAc//YD3gIVACsAPwBIAQdAIkBALSwBAEBIQEhGRDc1LD8tPyclHhwYFxAOCwkAKwErDQgrS7AMUFhANw0BCQcpISADBAMCIQwBCQADBAkDAAApCAEHBwEBACcCAQEBFSILBgIEBAABACcFCgIAABYAIwYbS7AOUFhARA0BCQcpISADBgMCIQwBCQADBgkDAAApCAEHBwEBACcCAQEBFSILAQYGAAEAJwUKAgAAFiIABAQAAQAnBQoCAAAWACMIG0BQDQEJBykhIAMGAwIhDAEJAAMGCQMAACkACAgBAQAnAgEBARUiAAcHAQEAJwIBAQEVIgsBBgYAAQAnBQoCAAAWIgAEBAABACcFCgIAABYAIwpZWbA7KwUiLgI1ND4CMzIWFzYzMh4CFxQGByEeAzMyNjcXDgMjIiYnDgEnMj4CNTQuAiMiDgIVFB4CJS4DIyIGBwEtO2RJKSlJZDtEaCNLhzpjSCkCAQL+bAIYJjIdKkcNbw8xP0soP2gtLmM9HjIkFRUkMh4dMiUVFSQyAkQDFyUxGzhLBAopSGM7O2RIKT87eidIZDwLGAgdMSQUKiAgIDIkEzw6PDpyGCo5IiI6KhgYKzoiIjkqF8YeMSQTSjwAAwAc//YCQQLaABMAJwArAD9AEAEAKSgkIhoYCwkAEwETBggrQCcrKgIBBAEhAAQEDiIAAwMBAQAnAAEBFSIAAgIAAQAnBQEAABYAIwawOysFIi4CNTQ+AjMyHgIVFA4CAxQeAjMyPgI1NC4CIyIOAhMzFwcBL0BmRyYmR2ZAQGVHJiZGZskVJTIdHTIlFRUlMh0dMiUVCnw3VgosS2I2N2JLLCxLYjc2YkssAQ8jOSoXFyo6IyI6KhcYKjoBs3caAAAAAAEAKwAAAdUCOwASAD9AEgAAABIAEhEQDAsKCQQDAgEHCCtAJQUBAgMBIQAEAwQ3AAMAAgEDAgEAKQYFAgEBAAACJwAAAA0AIwWwOyslFSE1MxEOAyM1Mj4CNzMRAdX+ao4JJi4yExI0MiYEiXl5eQEvDBkWDn0XIB8J/j4AAAAAAQAgATIBFQLbABIAPEASAAAAEgASERAMCwoJBAMCAQcIK0AiBQECAwEhAAMAAgEDAgEAKQYFAgEAAAEAAAIoAAQEDgQjBLA7KwEVIzUzEQ4DIzUyPgI1MxEBFeVOBRYbHAwPIRwSUAGATk4BBQcREAtQERUSAf6lAAAAAAMAK//5A5cC2wAjADYAPAB1QB4kJAAAJDYkNjU0MC8uLSgnJiUAIwAjIiEXFQ4MDAgrQE85AQcIOikCBgcRAQAFEAECBDcBAwIFITwBAx4ABwAGAQcGAQApAAEAAAQBAAEAKQsJAgUABAIFBAACKQAICA4iAAICAwAAJwoBAwMNAyMIsDsrITQ+Ajc+AzU0JiMiBgcnPgMzMhYVFA4CBw4BFTMVARUjNTMRDgMjNTI+AjUzEQMJARcJAQJKDR0vIxUsJBYqJyk5ETAHHyw6I0tPGSUsEjAm0/2J5U4FFhscDA8hHBJQTwEaAQQ9/uz+9ik9LiMPCRIWGxQaHSEROgoYFQ5GPyEtHhMGECsXTgGATk4BBQcREAtQERUSAf6l/q8BSQFWNv6+/qMAAAQAKv/5A34C2wAKAA0AIAAmAHtAIg4OAAAOIA4gHx4aGRgXEhEQDwwLAAoACgkIBwYFBAIBDggrQFEjAQkKJBMCCAkNAQYHAwEAAiEBBAAFISYBBB4ACQAIAQkIAQApDQsCBwAGAgcGAAIpBQECAwEABAIAAAApAAoKDiIAAQEEAAAnDAEEBA0EIwiwOyshNSM1NzMVMxUjFSczNSUVIzUzEQ4DIzUyPgI1MxEDCQEXCQEC8t32Nj0935P+KuVOBRYbHAwPIRwSUCkBGgEEPf7s/vZdTfz7Tl2rmTxOTgEFBxEQC1ARFRIB/qX+rwFJAVY2/r7+owAAAgAoAVMBjALJACUANADvQBonJgEAMC4mNCc0IR8cGxcVEQ8LCQAlASUKCCtLsAlQWEA8FAECAxMBAQIMAQcBLAEEByMdAgAEBSEAAQAHBAEHAQApCQYCBAUIAgAEAAEAKAACAgMBACcAAwMMAiMFG0uwDFBYQDwUAQIDEwEBAgwBBwEsAQQHIx0CAAQFIQABAAcEAQcBACkJBgIEBQgCAAQAAQAoAAICAwEAJwADAxICIwUbQEMUAQIDEwEBAgwBBwEsAQQHIx0CAAYFIQAEBwYHBAY1AAEABwQBBwEAKQkBBgUIAgAGAAEAKAACAgMBACcAAwMSAiMGWVmwOysTIi4CNTQ+AjMyFzU0JiMiBgcnNjMyFh0BFBcVDgEjJi8BDgEnMjY3Nj0BLgEjIgYVFBagGishEhYoNiExIyUmHTQdHkVQTlUaDhgJMwgCGEIJFCcLDg8jESAqIQFTER8qGBosHxIQEyElFBQ9L0xKaBwBVQICASsTICFIDwwMDicGBh0YFh0AAAACACMBUwGXAskAEwAfAE9ADgEAHhwYFgsJABMBEwUIK0uwCVBYQBgAAgQBAAIAAQAoAAMDAQEAJwABAQwDIwMbQBgAAgQBAAIAAQAoAAMDAQEAJwABARIDIwNZsDsrEyIuAjU0PgIzMh4CFRQOAicUFjMyNjU0JiMiBt0sRTAZGTBFLCxFMBkZMEWCMSUlMjIlJTEBUx8zRCUmRDMeHjNEJiVEMx+6LTk6LS05OQAAAAMAHP/2AkECFQAbACYAMADIQBIdHC0rHCYdJhsaFxUNDAkHBwgrS7AnUFhAMA4LAgUAKiklJAQEBRkAAgIEAyEABQUAAQAnAQEAABUiBgEEBAIBACcDAQICFgIjBRtLsC5QWEA0DgsCBQAqKSUkBAQFGQACAwQDIQAFBQABACcBAQAAFSIAAwMNIgYBBAQCAQAnAAICFgIjBhtAOA4LAgUBKiklJAQEBRkAAgMEAyEAAQEPIgAFBQABACcAAAAVIgADAw0iBgEEBAIBACcAAgIWAiMHWVmwOys3LgE1ND4CMzIWFzczBx4BFRQOAiMiJicHIzcyPgI1NCYnBxYnFBc3JiMiDgJsJykmR2ZAKkgeG0w4KCsmRmZALEofHEz9HTIlFQ8OtSFhG7MfJh0yJRVAJmY5N2JLLBQRIEMmZzs2YkssFBMhbBcqOiMdMxTsFp05KewUGCo6AAAAAAMAHP/2AkEC2gATACcARwBaQB4pKAEAQ0I+PDk3MzIuLChHKUckIhoYCwkAEwETDAgrQDQACAYLAgQBCAQBACkABQUHAQAnCQEHBw4iAAMDAQEAJwABARUiAAICAAEAJwoBAAAWACMHsDsrBSIuAjU0PgIzMh4CFRQOAgMUHgIzMj4CNTQuAiMiDgITIi4CIyIOAhUjND4CMzIeAjMyPgI1MxQOAgEvQGZHJiZHZkBAZUcmJkZmyRUlMh0dMiUVFSUyHR0yJRXIFyIdHRAREwoCSgwbLSEXIR0dEhIVCwNKDB0vCixLYjY3YkssLEtiNzZiSywBDyM5KhcXKjojIjoqFxgqOgEzDhEODhIPAQkrKyEPEQ8OEhACByosIwAAAAIAPP8rAlsCFQAUACcAjUAWFhUBACAeFScWJwwKBwYFBAAUARQICCtLsBtQWEAxCAEFAiUkAgQFAwEABAMhAAUFAgEAJwMBAgIPIgcBBAQAAQAnBgEAABYiAAEBEQEjBhtANQgBBQIlJAIEBQMBAAQDIQACAg8iAAUFAwEAJwADAxUiBwEEBAABACcGAQAAFiIAAQERASMHWbA7KwUiJicRIxEzFT4BMzIeAhUUDgInMj4CNTQuAiMiDgIHFR4BAXU9XBqGdR1cPDVaQSUiPVVeHjMkFBYnNR8TKCIbBxJKCjcv/s8C4VouNStJYzc5ZEoqchosOh8hOSoYDRggE3stOwAAAwAj/7ACZALGABEAGgAeAEJAFB4dHBsZGA4NDAsKCQgHBgUEAgkIK0AmFwEIASAEAQIDAjgACAUBAwIIAwEAKQcGAgEBAAEAJwAAAAwBIwWwOysTNDYzIRUjESMRIxEjESIuAjcUHgIXEQ4BJSMRMyOUhgEnRnIzcjRUPCBwEx8qGDc9ARkzMwHIeYVk/U4BIP7gASAkQVs7IzYmFgIBLgNSVf7SAAAAAQAi/8sBHQL1ABMAB0AEBQ8BDSsTND4CNxcOAxUUFhcHLgMiFyg2H2cQKyccRDZhIDYpFwFbM2VmZzUrGFNlbzNRrl0xLmNmZgAAAAEAF//LARIC9QATAAdABA8FAQ0rARQOAgcnPgE1NC4CJzceAwESFyk3H2I3RBwnKxBnHzYoFwFbM2ZmYy4xXa5RM29lUxgrNWdmZQAFACb/9gLyAtAAEwAlADkARwBNAGhAIjs6JyYVFAEAQT86RztHMS8mOSc5HRsUJRUlCwkAEwETDAgrQD5LSgIDAU1IAgQGAiEJAQIIAQAFAgABACkABQAHBgUHAQApAAMDAQEAJwABARIiCwEGBgQBACcKAQQEFgQjB7A7KxMiLgI1ND4CMzIeAhUUDgInMj4CNTQmIyIOAhUUHgIBIi4CNTQ+AjMyHgIVFA4CJzI2NTQmIyIOAhUUFgUJARcJAcsiPC0aGi08IiM8LRkZLTwjDxkUCyodDxkUCwsUGgGQIjwsGhosPCIjPC0ZGS08Ix4qKx0PGRQLKv4vARoBBD3+7P72AaEYKTcgHzgoGBgoOB8gNykYQw4XHxEjMQ4XHhESHxcN/hIYKDcgIDcpGBgpNyAgNygYQzIiIzIOFx8RIzEKAUkBVjb+vv6jAAEAOQAAAKcAkAADACFACgAAAAMAAwIBAwgrQA8AAAABAAAnAgEBAQ0BIwKwOyszNTMVOW6QkAAAAQAwALwBdwIKAAsANUASAAAACwALCgkIBwYFBAMCAQcIK0AbBgUCAwIBAAEDAAAAKQABAQQAACcABAQPASMDsDsrARUjFSM1IzUzNTMVAXdneGhoeAGZbHFxbHFxAAAAAgA7ABwBnQItAAMADwBRQBoEBAAABA8EDw4NDAsKCQgHBgUAAwADAgEKCCtALwkHAgUEAQIDBQIAACkABgADAAYDAAApAAABAQAAACYAAAABAAAnCAEBAAEAACQFsDsrNzUhFRMVIxUjNSM1MzUzFTsBYQF1eHV1eBxsbAGSa39/a39/AAAAAAIAHf8sAmACFQAdADAAp0AYHx4BACgmHjAfMBgWExIPDgsJAB0BHQkIK0uwG1BYQD0NAQYBIiECBQYbAQAFFAEEAwQhAAMABAADBDUABgYBAQAnAgEBARUiCAEFBQABACcHAQAAFiIABAQRBCMHG0BBDQEGAiIhAgUGGwEABRQBBAMEIQADAAQAAwQ1AAICDyIABgYBAQAnAAEBFSIIAQUFAAEAJwcBAAAWIgAEBBEEIwhZsDsrBSIuAjU0PgIzMhYXNTMRFBYXFQ4BIyImPQEOAScyNjc1LgMjIg4CFRQeAgECMlQ9IiVCWjQ8XB11EBQRKg8oOB1cCStAFwYbJCoVHzMlFRUlNAorSmM5OWJJKjctW/3AFhEBcgMDMyjVMzNyMCZ8FiYdEBotOh8hOCoYAAAAAgAkAAABxQLPACcAKwBHQBQoKAAAKCsoKyopACcAJxkXDgwHCCtAKxMSAgIAASEFAQIAAwACAzUAAAABAQAnAAEBEiIAAwMEAAAnBgEEBA0EIwawOys3NDY3PgM1NC4CIyIOAgcnPgMzMh4CFRQOAgcOAxUHNTMVfCAyDywqHRAaIxIWJB4WCFcNKzdAIiZKOyUPHCYYFCghFWxv6TFOHQkXICscFSAWCw8XHQ08HzAhERYwSzQgMSggDwwWGyMZ6YqKAAIAIv8rAcMB+gAnACsAeUAUKCgAACgrKCsqKQAnACcZFw4MBwgrS7AbUFhAKxMSAgACASEFAQIDAAMCADUAAwMEAAAnBgEEBA8iAAAAAQECJwABAREBIwYbQCkTEgIAAgEhBQECAwADAgA1BgEEAAMCBAMAACkAAAABAQInAAEBEQEjBVmwOysBFAYHDgMVFB4CMzI+AjcXDgMjIi4CNTQ+Ajc+AzU3FSM1AWsgMg8sKh0QGiMSFiQeFghXDSs3QCImSjslDxwmGBQoIRVsbwERMU4dCRcgKxwVIBYLDxccDjwfMCERFjBLNCAxKCAPDBYbIhrpiooAAgA5AhsBSQLTAAMABwAsQBIEBAAABAcEBwYFAAMAAwIBBggrQBIFAwQDAQEAAAAnAgEAAA4BIwKwOysTNTMVMzUzFTlyLHICG7i4uLgAAAACACD/jwFlAJAACwAXADZADhcWERANDAsKBQQBAAYIK0AgBAEBAAE3AwEAAgIAAQAmAwEAAAIBACcFAQIAAgEAJASwOysXMjY9ATMVFA4CIzcyNj0BMxUUDgIjIAcabhwqMhe2BxpuHCoyFxILFIObHicYCV8LFIObHicYCQAAAAEAIP+PAK8AkAALACxACAsKBQQBAAMIK0AcAAEAATcAAAICAAEAJgAAAAIBACcAAgACAQAkBLA7KxcyNj0BMxUUDgIjIAcabhwqMhcSCxSDmx4nGAkAAAACAC4B8AGAAtoACwAXADBADhcWExINDAsKBwYBAAYIK0AaFAgCAgEBIQUBAgMBAAIAAQAoBAEBAQ4BIwOwOysTIi4CPQEzFR4BMxciLgI9ATMVHgEzvhczKhxuAhkHwhczKhxuAhkHAfAJGCcehGsVC18JGCcehGsVCwAAAQAuAfAAvgLaAAsAJkAICwoHBgEAAwgrQBYIAQIBASEAAgAAAgABACgAAQEOASMDsDsrEyIuAj0BMxUeATO+FzMqHG4CGQcB8AkYJx6EaxULAAAAAgAsAfABfQLaAAsAFwAzQA4XFhMSDQwLCgcGAQAGCCtAHRQIAgECASEEAQECATgFAQICAAEAJwMBAAAOAiMEsDsrEzIeAh0BIzUuASM3Mh4CHQEjNS4BIywXMyocbgIZB8EXMyocbgIZBwLaCRgnHoRrFQtfCRgnHoRrFQsAAAABACwB8AC8AtoACwApQAgLCgcGAQADCCtAGQgBAQIBIQABAgE4AAICAAEAJwAAAA4CIwSwOysTMh4CHQEjNS4BIywXMyocbgIZBwLaCRgnHoRrFQsAAAAAAQA2AiEAqALTAAMAIUAKAAAAAwADAgEDCCtADwIBAQEAAAAnAAAADgEjArA7KxM1MxU2cgIhsrIAAAAAAQA8AAABdAIUAA4AY0AKDAoHBgUEAQAECCtLsB1QWEAiCAEAAgMBAQACIQ4BAh8AAAACAQAnAwECAg8iAAEBDQEjBRtAJg4BAgMIAQACAwEBAAMhAAICDyIAAAADAQAnAAMDFSIAAQENASMFWbA7KwEOAQcRIxEzFT4BMzIWFwF0PWAVhnsbVzALCwUBmAEtLf7DAgxwNkIBAQAABAAs//kDIALLABMAJwA3AEAAakAiOTgVFAEAPz04QDlANzY1NDMyKigfHRQnFScLCQATARMNCCtAQDEBBggBIQcBBQYCBgUCNQAEAAkIBAkBACkMAQgABgUIBgAAKQADAwEBACcAAQESIgsBAgIAAQAnCgEAABMAIwiwOysFIi4CNTQ+AjMyHgIVFA4CJzI+AjU0LgIjIg4CFRQeAgMzMh4CFRQGBxcjJyMVIzcyNjU0JisBFQGkUYplODhlilFRi2Y6OmaLUUR2VzIxVnZGRnVVMDBVdVzDHzMlFSwkZ2tcQF+7GR4iF1oHN2GETk2EYDc3YIRNToRhNzEuUnNEQnJUMDBUcUFCclUwAhYaKjQbKUgOppSU5iEeIB9+AAAAAQAR//YB5AIWAC4AQEAOAQAgHhkXCQcALgEuBQgrQCobAQMCHAYCAQMFAQABAyEAAwMCAQAnAAICFSIAAQEAAQAnBAEAABYAIwWwOysFIi4CJzcWMzI2NTQmJy4DNTQ+AjMyFhcHLgEjIgYVFBYXHgMVFA4CAQsgRUI8FzZkXSowOUMzSCwUIDlNLThvMDcsTickMS88OE8zFx84UQoKEhoQW0EeHBwbEAwaIiweKEAtGCMeUxwZHB8bGA8OHCQvISY+KxcAAAACACv/qAHrAssAPwBSAGNAEk5MREM5NzMxKigcGxIQCQcICCtASS8uAgUEUCECBwVFAAICBg4BAQINAQABBSEABgcCBwYCNQACAQcCATMABQAHBgUHAQApAAEAAAEAAQIoAAQEAwEAJwADAxIEIwewOyslHgEVFA4CIyIuAic3HgEzMj4CNTQuAicuATU0NjcuATU0PgIzMh4CFwcuASMiBhUUFhceAxUUBiUUHgIXPgE1NC4CIyImJw4BAcgQEyxCTiIoRDcpDFYePSERIBkPDxccDmRrDgUOGyE6TCwrRDMlDWcONSIkMDEjJU0+Jw3+8x8rLxAIChAZHQ0RHwgHCdcOMiY2TTAWFiAkDlIgGwkSGRESFQsEAQdeTR0jCg45JydFNB4ZJSsSMRobJSAlGAEBEidALh0rYh0bCgMGCBkMEhkPBgYDBxcAAAIAJv+PALUCBgADAA8AOEAQAAAPDgkIBQQAAwADAgEGCCtAIAADAQIBAwI1AAIABAIEAQAoBQEBAQAAACcAAAAPASMEsDsrEzUzFQMyNj0BMxUUDgIjR26PBxpuHCoyFwF2kJD+eAsUg5seJxgJAAABACX/gQI7AkcABQAsQAgFBAMCAQADCCtAHAACAAI4AAEAAAEAACYAAQEAAAAnAAABAAAAJASwOysBITUhASMBaP69Ahb+n5cBzXr9OgAAAAIALv/2AjcCywAgADQATUASIiEsKiE0IjQdGxcVEA4GBAcIK0AzEgECARMBAwIZAQUDAyEAAwAFBAMFAQApAAICAQEAJwABARIiBgEEBAABACcAAAAWACMGsDsrJRQOAiMiLgI1ND4CMzIWFwcuASMiBgc+ATMyHgIFMj4CNTQuAiMiDgIVFB4CAjcoRV83PGFEJSdHZj9DcidNGEwtQ08CFE4zNFtCJv79Gy8kFRUjMBsbMCMVFSQv7TRaQyYsVHlNYZVlNDo2VCYqamEkKiRAV7gVJTEbGy8kFBQkLxsbMSQWAAL/8gAAA7ACxgAPABIAVkAYEBAQEhASDw4NDAsKCQgHBgUEAwIBAAoIK0A2EQECAQEhAAIAAwgCAwAAKQkBCAAGBAgGAAApAAEBAAAAJwAAAAwiAAQEBQAAJwcBBQUNBSMHsDsrASEVIRUhFSEVIRUhNSMHIwERAwGuAfn+swEX/ukBVv4i5GmTAdafAsZ5p3m0ebGxASkBAv7+AAEAMv/xAfsCywA3AQpAFjc2MS8sKiUjIiAbGhkYEQ8KCAEACggrS7AOUFhAQQwBAgENAQACNCgnHgQIBTMBBwgEIQMBAAkBBAUABAAAKQACAgEBACcAAQESIgAICA0iBgEFBQcBACcABwcWByMHG0uwI1BYQEsMAQIBDQEAAiceAgYFNCgCCAYzAQcIBSEABQQGBAUGNQMBAAkBBAUABAAAKQACAgEBACcAAQESIgAICA0iAAYGBwEAJwAHBxYHIwgbQE4MAQIBDQEAAiceAgYFNCgCCAYzAQcIBSEABQQGBAUGNQAIBgcGCAc1AwEACQEEBQAEAAApAAICAQEAJwABARIiAAYGBwEAJwAHBxYHIwhZWbA7KxMzLgE1ND4CMzIWFwcuASMiBhUUHgIXMxUjFAYHPgEzMhYzMjY3Fw4BIyIuAiMiBgcnNjUjOEgSIyA4Sys9bSVGGU0lJS8LEBMJuKEnLhUlESVBIhIjFiEYPh0XLS4vGBpFIB5rZQF9JkwqJUEwHDgxUiMrLyMRIiMlFGYuUTAHBREICGQOEAkLCQwKX1loAAABABb/9wF3ArYAGQB3QBAXFRIREA8ODQwLCgkEAgcIK0uwH1BYQCsZAQYBAAEABgIhAAMDDCIFAQEBAgAAJwQBAgIPIgAGBgABAicAAAAWACMGG0ArGQEGAQABAAYCIQADAgM3BQEBAQIAACcEAQICDyIABgYAAQInAAAAFgAjBlmwOyslDgEjIi4CNREjNTM1MxUzFSMRFBYzMjY3AXcbTyscMSUWRESGb28eFRUoDBsMGA4fMSMBLWeqqmf/ABwXDgUAAgA8/ysCPQLGABQAJwCBQA4kIhsZEQ8MCwoJBgQGCCtLsCNQWEAyDQEEAx0BBQQIAQAFAyEAAgIMIgAEBAMBACcAAwMVIgAFBQABACcAAAAWIgABAREBIwcbQDANAQQDHQEFBAgBAAUDIQAFAAABBQABACkAAgIMIgAEBAMBACcAAwMVIgABAREBIwZZsDsrARQOAiMiJicVIxEzFT4BMzIeAgc0LgIjIgYHFRQeAjMyPgICPSpIXzYuOAuJiQ04NDpfQiSKESAvHSk2EhQfJxMcLyMTAQA4ZU0uIhHwA5vjEyUyUWUxIDosGi8joA4cFw4aKzsAAAABAB3/bQIJAkAAMABXQA4oJh8dGRcWFBAOCQcGCCtAQSIBBAUhAQMEAAECAwwBAQILAQABBSEABQAEAwUEAQApAAMAAgEDAgEAKQABAAABAQAmAAEBAAEAJwAAAQABACQGsDsrJR4BFRQOAiMiJic3HgEzMjY1NCYrATUzMjY1NCYjIgYHJz4DMzIeAhUUDgIBfT9NJURgO011JkwaRzY9QUpLHB89RDctLkkXVA8yP0onM1Q8IRIiL+wLYUYvTDUdMS9fISQwMjQ4ZDcrKSgqJl4XJRsPGi5BKB42LB4AAAEAHQEqAXYC2wAwAFJAEgEAIiAbGRMREA4KCAAwATAHCCtAOB4BBAUdAQMEKQECAwQBAQIDAQABBSEAAwACAQMCAQApAAEGAQABAAEAKAAEBAUBACcABQUOBCMFsDsrEyImJzceAzMyNjU0JisBNTMyNjU0LgIjIgYHJz4BMzIeAhUUBgceARUUDgLBP1cOKwIRHisbKj1QRRgYPEoQGB4PKDcSMxdaMyQ/LRoyLTE4HzJCASopJjsGFBINGRodG0kYHAwRCwYbFkAdHhIfKhkjLggHPCkfLR4OAAAEACj/+QOIAtsAMAA7AD4ARACLQCIxMQEAPTwxOzE7Ojk4NzY1MzIiIBsZExEQDgoIADABMA4IK0BhQkEeAwQFHQEDBCkBAgMEAQcCPgMCAAE0AQYIPwEKBgchRAEKHgADAAIHAwIBACkAAQwBAAgBAAEAKQsBCAkBBgoIBgAAKQAEBAUBACcABQUOIgAHBwoAACcNAQoKDQojCbA7KxMiJic3HgMzMjY1NCYrATUzMjY1NC4CIyIGByc+ATMyHgIVFAYHHgEVFA4CATUjNTczFTMVIxUnMzUJAhcJAcw/Vw4rAhEeKxsqPVBFGBg8ShAYHg8oNxIzF1ozJD8tGjItMTgfMkICDt32Nj0935P90QEaAQQ9/uz+9gEqKSY7BhQSDRkaHRtJGBwMEQsGGxZAHR4SHyoZIy4IBzwpHy0eDv7WXU38+05dq5n+6wFJAVY2/r7+owAAAAEAKQAAAgsCRQApADlADgAAACkAKSgnGRcODAUIK0AjEwEAARIBAgACIQABAAACAQABACkAAgIDAAAnBAEDAw0DIwSwOyszND4CNz4DNTQmIyIOAgcnPgMzMh4CFRQOAgcOAwchFSkOJDwvKD8rFjAtGCgjHQxWDTBBTy0zUDcdGigvFhIpKCEJAR8tST42GhYhHB0THisNFhsPYw4hHRMZLT8lIzYqHwwKGB0iE3kAAQAfATEBfwLbACIAOEAOAAAAIgAiISAWFA0LBQgrQCIQAQABDwECAAIhAAIEAQMCAwAAKAAAAAEBACcAAQEOACMEsDsrEzQ+Ajc+AzU0IyIGByc+AzMyFhUUDgIHDgEVMxUfDh4yJBgvJRhVLD4SMgcgLz0mUVMaKC4UMinTATEpPS4jDwoSFRsUNyAROQoYFQ5GPyEtHxMGDysXTgAAAAEAN//2AkYCDAAbAHBAEgEAFhQREA0MCQcFBAAbARsHCCtLsBhQWEAjCwECARkYEgMAAgIhAwEBAQ8iBAECAgABAicFBgIAABYAIwQbQCoLAQQBGRgSAwACAiEABAECAQQCNQMBAQEPIgACAgABAicFBgIAABYAIwVZsDsrFyImNREzERQzMjY3ETMRFBYXFQ4BIyImLwEOAdxRVIZXKEkXhhAUFSAMJCkFAyRtCmhmAUj+1XkvMAFF/o4VEgFyBAMhHSs2NgAAAgA3//YCRgLaAAMAHwCGQBQFBBoYFRQREA0LCQgEHwUfAwIICCtLsBhQWEAtAQACAgAPAQMCHRwWAwEDAyEAAAAOIgQBAgIPIgUBAwMBAQInBgcCAQEWASMFG0A0AQACAgAPAQUCHRwWAwEDAyEABQIDAgUDNQAAAA4iBAECAg8iAAMDAQECJwYHAgEBFgEjBlmwOysBJzczAyImNREzERQzMjY3ETMRFBYXFQ4BIyImLwEOAQFOVjZ9z1FUhlcoSReGEBQVIAwkKQUDJG0CSRp3/RxoZgFI/tV5LzABRf6OFRIBcgQDIR0rNjYAAAAAAgA3//YCRgLaAAYAIgCMQBQIBx0bGBcUExAODAsHIggiAgEICCtLsBhQWEAwBgUEAwAFAgASAQMCIB8ZAwEDAyEAAAAOIgQBAgIPIgUBAwMBAQInBgcCAQEWASMFG0A3BgUEAwAFAgASAQUCIB8ZAwEDAyEABQIDAgUDNQAAAA4iBAECAg8iAAMDAQECJwYHAgEBFgEjBlmwOysTNzMXBycHEyImNREzERQzMjY3ETMRFBYXFQ4BIyImLwEOAZFqYWpFVVUFUVSGVyhJF4YQFBUgDCQpBQMkbQJ1ZWUgPz/9oWhmAUj+1XkvMAFF/o4VEgFyBAMhHSs2NgAAAwA3//YCRgLTAAMABwAjAKBAIgkIBAQAAB4cGRgVFBEPDQwIIwkjBAcEBwYFAAMAAwIBDQgrS7AYUFhAMxMBBgUhIBoDBAYCIQsDCgMBAQAAACcCAQAADiIHAQUFDyIIAQYGBAECJwkMAgQEFgQjBhtAOhMBCAUhIBoDBAYCIQAIBQYFCAY1CwMKAwEBAAAAJwIBAAAOIgcBBQUPIgAGBgQBAicJDAIEBBYEIwdZsDsrEzUzFTM1MxUDIiY1ETMRFDMyNjcRMxEUFhcVDgEjIiYvAQ4BlG9Rb+dRVIZXKEkXhhAUFSAMJCkFAyRtAlx3d3d3/ZpoZgFI/tV5LzABRf6OFRIBcgQDIR0rNjYAAAACADf/9gJGAtoAGwAfAIZAFAEAHRwWFBEQDQwJBwUEABsBGwgIK0uwGFBYQC0fHgIBBgsBAgEZGBIDAAIDIQAGBg4iAwEBAQ8iBAECAgABAicFBwIAABYAIwUbQDQfHgIBBgsBBAEZGBIDAAIDIQAEAQIBBAI1AAYGDiIDAQEBDyIAAgIAAQInBQcCAAAWACMGWbA7KxciJjURMxEUMzI2NxEzERQWFxUOASMiJi8BDgEDMxcH3FFUhlcoSReGEBQVIAwkKQUDJG1yfDdWCmhmAUj+1XkvMAFF/o4VEgFyBAMhHSs2NgLkdxoAAAEACP+HAXYAAAADACpACgAAAAMAAwIBAwgrQBgAAAEBAAAAJgAAAAEAACcCAQEAAQAAJAOwOysXNSEVCAFueXl5AAAAAQA5ANYCIQFPAAMAKkAKAAAAAwADAgEDCCtAGAAAAQEAAAAmAAAAAQAAJwIBAQABAAAkA7A7Kzc1IRU5AejWeXkAAAAB//D/+QJ4As4AAwAHQAQBAwENKycBFwEQAjtN/cU4ApZA/WsAAAAAAQAGAAACGQIMAAYAKEAMAAAABgAGBQQCAQQIK0AUAwECAAEhAQEAAA8iAwECAg0CIwOwOyszAzMbATMDx8GKhYZ+wQIM/mEBn/30AAEABAAAA0kCDAARADFADg8ODAsIBwYFAwIBAAYIK0AbERANCgkEBgEAASEFBAMDAAAPIgIBAQENASMDsDsrATMDIycHIwMzEzcnMxc3MwcXAsmA225aWW7bf5xAXGw3OGxbPwIM/fTm5gIM/nKq46Gh46oAAQACAAACDgIMAA8ALkAOAAAADwAPDQwIBwUEBQgrQBgOCgYCBAEAASEEAwIAAA8iAgEBAQ0BIwOwOysTHwE/ATMDEyMvAQ8BIxMDj3AJCXCKur2KcwkJc4q+uwIMpBISpP75/vujERGjAQUBBwAAAAEAAP8bAhUCDAATAFZAChIQDQwKCQQCBAgrS7AdUFhAHwsAAgABEwEDAAIhAgEBAQ8iAAAAAwECJwADAxEDIwQbQBwLAAIAARMBAwACIQAAAAMAAwECKAIBAQEPASMDWbA7KxceATMyPgI3AzMbATMDDgEjIidDEh4LDRQTEwvQio9+ft0VXD0jJGYFBAkYKyMCDP5oAZj9jDxBCwAAAAACAAD/GwIVAtoAEwAXAGxADBcWEhANDAoJBAIFCCtLsB1QWEApFRQCAQQLAAIAARMBAwADIQAEBA4iAgEBAQ8iAAAAAwECJwADAxEDIwUbQCYVFAIBBAsAAgABEwEDAAMhAAAAAwADAQIoAAQEDiICAQEBDwEjBFmwOysXHgEzMj4CNwMzGwEzAw4BIyInEyc3M0MSHgsNFBMTC9CKj35+3RVcPSMk+VY2fWYFBAkYKyMCDP5oAZj9jDxBCwMjGncAAAAAAwAA/xsCFQLTABMAFwAbAIZAGhgYFBQYGxgbGhkUFxQXFhUSEA0MCgkEAgoIK0uwHVBYQC8LAAIAARMBAwACIQkHCAMFBQQAACcGAQQEDiICAQEBDyIAAAADAQInAAMDEQMjBhtALAsAAgABEwEDAAIhAAAAAwADAQIoCQcIAwUFBAAAJwYBBAQOIgIBAQEPASMFWbA7KxceATMyPgI3AzMbATMDDgEjIicTNTMVMzUzFUMSHgsNFBMTC9CKj35+3RVcPSMkP29Rb2YFBAkYKyMCDP5oAZj9jDxBCwM2d3d3dwAAAQAeAAACqgLGABgAUEAYGBcVFBMSERAODQwLCgkIBwYFAwIBAAsIK0AwFgEBAA8EAgIBAiEIAQAHAQECAAEAAikGAQIFAQMEAgMAACkKAQkJDCIABAQNBCMFsDsrATMVIwcVMxUjFSM1IzUzNScjNTMDMxsBMwH6SXgknZ2Jm5sieEqwlbCxlgGSV0MeV4ODVyBBVwE0/qoBVgAAAQAZAAABzgIMAAkANkAKCQgHBgQDAgEECCtAJAUBAAEAAQMCAiEAAAABAAAnAAEBDyIAAgIDAAAnAAMDDQMjBbA7KzcBITUhFQEhFSEZASP+6AGl/t4BJ/5LUgFcXlL+pF4AAAIAMf/2AjYCVQATACcAKkAKJCIaGBAOBgQECCtAGAABAAIDAQIBACkAAwMAAQAnAAAAFgAjA7A7KwEUDgIjIi4CNTQ+AjMyHgIHNC4CIyIOAhUUHgIzMj4CAjYnRV83OF9FJydFXzg3X0UnhxIhLRscLiESEiEuHBstIRIBJUJvUS0tUW9CQm9RLi5Rb0IoQzAaGjBDKChCMBoaMEIAAAABAAAA3AB7AAcAAAAAAAIAJAAvADwAAAB/B0kAAAAAAAAAAAAAAAAAAAAaAFwApADEARIBOgF8AZYBtAIYAlYCxgMQA3ADxAScBSAFYgWaBeAGLAZ+BsQHGAeYB8gIRgh4CJQIygj0CSQJWgmECbYJ2gn8CjIKXAqQCvYLSgvoDEoMsg0gDYIOEg4yDsIPBA+mD/IQchCYEOYRJBFwEcISGhJmEo4SzBL+EyoTZBOWFBoUrBVEFeQWnBcuF9wYkhi6GQgZOBo8GvwbfhueG8AcJhyMHModCB08HXAdvh6SHvQfIh9OH+YgeCC2IQ4hriHKIiwinCMSI5AkACSEJKYkyCT6JW4lnCXKJg4mjCcMKAIoTikIKXIpiin4KjArGiugK7Yr2Cv6LBAsJixoLIostiziLRQtTC12LdguCi5OLmQuji78Lwwvmi+4MA4whDEiMYAx1DI2Mp4zDDP2NFg0mDTWNWw16DasNwQ3sjhCOMQ5GDk+OWQ6CjomOlY6mjs0O5Y8Ejw6PHo8pjzkPQ49Tj16PZg95j52Pto/gD+4P+BAUkCgQXRB1kJSQsJDMEPcRDREhEToRWBF3kZmRtxG/kb+RyBHNEdaR5RHzEgcSH5I8Ek+SXBJwAAAAAEAAAACAEIg2cv8Xw889QAZA+gAAAAAzG+gjAAAAADMb3sI/zf/GwRzA5sAAQAJAAIAAAAAAAAAAAAAAAAAAAAAAAAA7wAAAP8ALwKjAAICowACAXEAHgKjAAIByQBNAqMAAgD/AC8BowA8AqMAAgEGACICowACAbUAHwKoAEoCngAgAp8AIQFGABUCzgBKAlwASgJcAEoCXABKAlwASgJcAEoC0gAfAwwAIgI7AEoCxQAhAukASgEeAEoB7wALAR4ASgEe//QBHv/3AR4ADwKbAEoCTQBKAOAAOQNhAEoC+wBKAqMAAgL7AEoC5AAhBEIAIQLkACEC5AAhAuQAIQLkACEC5gAhAroAHALkACECbQBKAuYAIQKiAEoCZwAXAmwADgJeAEoC7AA/AuwAPwLsAD8C7AA/AuwAPwKhAAAEHf//AoT//AKE//wChP/8Am8AHAJCABkCQgAZAkIAGQJCABkDqgAaAkIAGQLMACkCQgAZAksAKAIyADYBWQAzA0QAKwJCABkCeQA8An4AGgD9AEUBMgAnATIAKgEtAEcBLQAqAQEARwFrAE0CNAAcAjYAHQJTACkA8wBDAOwAIANLACwCiQAdAR8AKQH9ADUCegAiAP0APAJYABwCWAAcAlgAHAJYABwCWAAcAl0ALAOfADkCWgA5AbUAPgJlAB8BIQBOASIATgF9ABoCjQAaA0AAGgOaABoCOQAaApMAGgIrABwAyP83AjUAFQGaABUCeQAeAi4APAH9ADcCiQAlAokAOQFlACUBZQA5AloAPAGhADkA/QA8AP0APAD9/+QA/f/nAP3//wD9/4cCLQA8AT0AOwH9ACACZwA/A6EAPAIQAD4CfQBGAd4ANQJaADwCTQAgAloAPALUACYCXQAcAl0AHAJdABwCXQAcA/QAHAJdABwB7AArASoAIAO+ACsDowAqAbwAKAG7ACMCXQAcAl0AHAJ4ADwCjAAjATQAIgE0ABcDGQAmAOAAOQGoADAB2AA7AngAHQHqACQB4wAiAYIAOQGiACAA7AAgAbQALgDzAC4BtgAsAPQALADeADYBgwA8A0sALAH8ABECFQArAPoAJgI+ACUCXwAuA9X/8gIjADIBfgAWAlgAPAIvAB0BmAAdA7EAKAI5ACkBoQAfAm4ANwJuADcCbgA3Am4ANwJuADcBfgAIAO8AAAJaADkCaP/wAh8ABgNNAAQCEAACAiAAAAIgAAACIAAAAskAHgHqABkCZwAxAAEAAAOs/xYAAASU/zf/NgRzAAEAAAAAAAAAAAAAAAAAAADcAAMB4gK8AAUAAAK8AooAAACMArwCigAAAd0AMgD6AAACCwADAwEBBgADoAAAv1AAAFsAAAAAAAAAAHB5cnMAIAAg+wYDrP8WAAADrADqAAAAkwAAAAACDALGAAAAIAADAAAAAgAAAAMAAAAUAAMAAQAAABQABAI4AAAAJgAgAAQABgB+AKMA/wExAVMCxgLaAtwgFCAaIB4gIiA6IEQgdCCsIhIiFf//AAAAIACgAKUBMQFSAsYC2gLcIBMgGCAcICIgOSBEIHQgrCISIhX//wAAAAAAAP82AAD9Qf00/TQAAAAAAADgOuBK4DfgCd9w3oDevQABACYA4gDoAAABmgAAAAAAAAGWAZgBnAAAAAAAAAAAAAAAAAAAAAAAAwByALIAmABmAKsATQC5AKkAqgBRAK0AYQCGAKwANADbAJ8AyADFAHwAegDAAL8AbQCWAGAAvgCPAHAAgACwAFIAKwARABIAFQAWAB0AHgAfACAAIQAmACcAKQAqAC0ANgA3ADgAOQA6ADwAQQBCAEMARABGAFkAVQBaAE8AzwALAEcAVABdAGMAaAB0AH4AhQCHAIwAjQCOAJEAlQCZAKcArwC6ALwAwwDKANMA1ADVANYA2gBXAFYAWABQANAAcwBfAMIA2QBbAL0ACQBiAKMAgQCQANEAuwAMAGQArgDJAMYABACTAKgAKAAUAKAApACCAKIAoQDHALEACgAFAAYADwAIAA0AwQATABoAFwAYABkAJQAiACMAJAAbACwAMgAvADAANQAxAJQAMwBAAD0APgA/AEUAOwB/AEwASABJAFMASgBOAEsAXgBsAGkAagBrAIsAiACJAIoAcQCXAJ4AmgCbAKYAnABlAKUAzgDLAMwAzQDXAMQA2AAuAJ0AbwBuALYAuAC0ALUAtwCzsAAsIGSwIGBmI7AAUFhlWS2wASwgZCCwwFCwBCZasARFW1ghIyEbilggsFBQWCGwQFkbILA4UFghsDhZWSCwCkVhZLAoUFghsApFILAwUFghsDBZGyCwwFBYIGYgiophILAKUFhgGyCwIFBYIbAKYBsgsDZQWCGwNmAbYFlZWRuwACtZWSOwAFBYZVlZLbACLLAHI0KwBiNCsAAjQrAAQ7AGQ1FYsAdDK7IAAQBDYEKwFmUcWS2wAyywAEMgRSCwAkVjsAFFYmBELbAELLAAQyBFILAAKyOxBgQlYCBFiiNhIGQgsCBQWCGwABuwMFBYsCAbsEBZWSOwAFBYZVmwAyUjYURELbAFLLEFBUWwAWFELbAGLLABYCAgsAlDSrAAUFggsAkjQlmwCkNKsABSWCCwCiNCWS2wByywAEOwAiVCsgABAENgQrEJAiVCsQoCJUKwARYjILADJVBYsABDsAQlQoqKIIojYbAGKiEjsAFhIIojYbAGKiEbsABDsAIlQrACJWGwBiohWbAJQ0ewCkNHYLCAYiCwAkVjsAFFYmCxAAATI0SwAUOwAD6yAQEBQ2BCLbAILLEABUVUWAAgYLABYbMLCwEAQopgsQcCKxsiWS2wCSywBSuxAAVFVFgAIGCwAWGzCwsBAEKKYLEHAisbIlktsAosIGCwC2AgQyOwAWBDsAIlsAIlUVgjIDywAWAjsBJlHBshIVktsAsssAorsAoqLbAMLCAgRyAgsAJFY7ABRWJgI2E4IyCKVVggRyAgsAJFY7ABRWJgI2E4GyFZLbANLLEABUVUWACwARawDCqwARUwGyJZLbAOLLAFK7EABUVUWACwARawDCqwARUwGyJZLbAPLCA1sAFgLbAQLACwA0VjsAFFYrAAK7ACRWOwAUVisAArsAAWtAAAAAAARD4jOLEPARUqLbARLCA8IEcgsAJFY7ABRWJgsABDYTgtsBIsLhc8LbATLCA8IEcgsAJFY7ABRWJgsABDYbABQ2M4LbAULLECABYlIC4gR7AAI0KwAiVJiopHI0cjYWKwASNCshMBARUUKi2wFSywABawBCWwBCVHI0cjYbABK2WKLiMgIDyKOC2wFiywABawBCWwBCUgLkcjRyNhILAFI0KwASsgsGBQWCCwQFFYswMgBCAbswMmBBpZQkIjILAIQyCKI0cjRyNhI0ZgsAVDsIBiYCCwACsgiophILADQ2BkI7AEQ2FkUFiwA0NhG7AEQ2BZsAMlsIBiYSMgILAEJiNGYTgbI7AIQ0awAiWwCENHI0cjYWAgsAVDsIBiYCMgsAArI7AFQ2CwACuwBSVhsAUlsIBisAQmYSCwBCVgZCOwAyVgZFBYIRsjIVkjICCwBCYjRmE4WS2wFyywABYgICCwBSYgLkcjRyNhIzw4LbAYLLAAFiCwCCNCICAgRiNHsAArI2E4LbAZLLAAFrADJbACJUcjRyNhsABUWC4gPCMhG7ACJbACJUcjRyNhILAFJbAEJUcjRyNhsAYlsAUlSbACJWGwAUVjI2JjsAFFYmAjLiMgIDyKOCMhWS2wGiywABYgsAhDIC5HI0cjYSBgsCBgZrCAYiMgIDyKOC2wGywjIC5GsAIlRlJYIDxZLrELARQrLbAcLCMgLkawAiVGUFggPFkusQsBFCstsB0sIyAuRrACJUZSWCA8WSMgLkawAiVGUFggPFkusQsBFCstsB4ssAAVIEewACNCsgABARUUEy6wESotsB8ssAAVIEewACNCsgABARUUEy6wESotsCAssQABFBOwEiotsCEssBQqLbAmLLAVKyMgLkawAiVGUlggPFkusQsBFCstsCkssBYriiAgPLAFI0KKOCMgLkawAiVGUlggPFkusQsBFCuwBUMusAsrLbAnLLAAFrAEJbAEJiAuRyNHI2GwASsjIDwgLiM4sQsBFCstsCQssQgEJUKwABawBCWwBCUgLkcjRyNhILAFI0KwASsgsGBQWCCwQFFYswMgBCAbswMmBBpZQkIjIEewBUOwgGJgILAAKyCKimEgsANDYGQjsARDYWRQWLADQ2EbsARDYFmwAyWwgGJhsAIlRmE4IyA8IzgbISAgRiNHsAArI2E4IVmxCwEUKy2wIyywCCNCsCIrLbAlLLAVKy6xCwEUKy2wKCywFishIyAgPLAFI0IjOLELARQrsAVDLrALKy2wIiywABZFIyAuIEaKI2E4sQsBFCstsCossBcrLrELARQrLbArLLAXK7AbKy2wLCywFyuwHCstsC0ssAAWsBcrsB0rLbAuLLAYKy6xCwEUKy2wLyywGCuwGystsDAssBgrsBwrLbAxLLAYK7AdKy2wMiywGSsusQsBFCstsDMssBkrsBsrLbA0LLAZK7AcKy2wNSywGSuwHSstsDYssBorLrELARQrLbA3LLAaK7AbKy2wOCywGiuwHCstsDkssBorsB0rLbA6LCstsDsssQAFRVRYsDoqsAEVMBsiWS0AAABLuADIUlixAQGOWbkIAAgAYyCwASNEILADI3CwFUUgILAoYGYgilVYsAIlYbABRWMjYrACI0SzCgsDAiuzDBEDAiuzEhcDAitZsgQoB0VSRLMMEQQCK7gB/4WwBI2xBQBEAAAAAAAAAAAAAAAAAAAAAIkAcgCJAIoAcgByAsYAAALaAgwAAP8sAsv/+wLkAhX/9v8sAAAAAQAAKsIAAQceGAAAChK0AAMAIf/jAAMAK//hAAMAOv/kAAMAQf/dAAMAQv/dAAMAQ//8AAMARP/bAAMAsv/yAAMAuP/qAAMAuf/pAAMAwf/dAAMA0//mAAMA1P/kAAMA1v/lABEAIf/5ABEAK//yABEAOv/rABEAQf/sABEAQv/rABEAQ//yABEARP/jABEARv/+ABEAY//9ABEAcf/8ABEAdP/0ABEAiQAKABEAigAMABEAlf/9ABEAmf/9ABEAvP/5ABEAv//7ABEAwf/1ABEAw//1ABEAxf/9ABEAyv/9ABEA0//3ABEA1P/1ABEA1f/zABEA1v/2ABEA2v/7ABIAK//2ABIALf/4ABIAOf/+ABIAOv/8ABIAQf/1ABIAQv/1ABIAQ//6ABIARP/vABIAUQARABIAY//7ABIAcf/7ABIAdP/4ABIAiQASABIAigAfABIAlf/9ABIAmf/7ABIAvP/6ABIAwf/4ABIAw//7ABIAyv/9ABIA1P/9ABIA1v/8ABIA2v/8ABUAG//6ABUAIf/jABUAK//nABUANP/rABUAOf/8ABUAOv/qABUAQf/oABUAQv/mABUAQ//kABUARP/ZABUARv/zABUAR//4ABUAVf/xABUAcf/7ABUAfP/9ABUAhf/9ABUAh//9ABUAlf/7ABUAqv/0ABUArP/4ABUAtv/9ABUAuf/8ABUAvP/7ABUAwf/ZABUAyv/9ABUA1P/9ABUA1f/2ABUA1v/7ABUA2v/7ABYALf/0ABYAOf/3ABYAR//9ABYAY//yABYAcf/yABYAdP/yABYAg//6ABYAhv/5ABYAiQASABYAigAbABYAlf/+ABYAmf/yABYAvP/+ABYAv//5ABYAw//2ABYAyv/3ABYA0//2ABYA1P/yABYA1v/xABwAxf/9AB0AA//pAB0AIf+gAB0AK//HAB0ALf/yAB0ANP/LAB0AOf/vAB0AR//XAB0AUQAPAB0AUv/9AB0AYP/6AB0AY//lAB0AZ//rAB0Acf/bAB0AdP/zAB0Adf/2AB0Adv/2AB0Ad//2AB0Aev/zAB0AfP/eAB0Af//7AB0Ag//3AB0AhP/4AB0Ahv/2AB0AiP/4AB0AiQAlAB0AigAtAB0AiwANAB0Alf/rAB0Amf/lAB0An//6AB0AqgAEAB0ArP/LAB0AvP/fAB0Av//3AB0Awf+jAB0Aw//8AB0Axf/3AB0AyP/1AB0Ayv/uAB0A0//2AB0A1P/1AB0A1f/zAB0A1v/1AB0A2v/rAB4AOv/uAB4AQf/pAB4AQv/oAB4ARP/gAB4AVf/4AB4Acf/9AB4AdP/6AB4Auf/8AB4Aw//5AB4A0//0AB4A1P/yAB4A1v/0ACAAR//5ACAAY//4ACAAcf/1ACAAdP/4ACAAigAMACAAmf/3ACAAvP/6ACAAw//4ACAA1v/9ACAA2v/8ACEAIf/xACEAK//vACEANP/2ACEAR//2ACEAY//3ACEAcf/0ACEAdP/5ACEAhf/9ACEAh//9ACEAiQAJACEAigARACEAjv/9ACEAlf/7ACEAmf/3ACEArP/8ACEAvP/0ACEAwf/oACEAw//6ACEAyv/7ACEA1f/8ACEA2v/6ACQAVgAHACYAA//zACYAIQAEACYALf/bACYAM//yACYANAAWACYAOf/2ACYAR//7ACYAUQARACYAVQAKACYAWAAMACYAWgANACYAYQANACYAYv/xACYAY//hACYAcf/kACYAdP/tACYAfAAXACYAg//0ACYAhAAEACYAhv/pACYAiQAKACYAigA2ACYAiwAVACYAmf/gACYApf/xACYAqgAXACYAswANACYAtAANACYAu//xACYAvgAHACYAw//uACYAyAAPACYAyv/wACYA0//aACYA1P/XACYA1v/bACYA2//9ACcAA//lACcAKP+CACcALf/kACcAOf/+ACcAOv+cACcAPP/jACcAQf+mACcAQv+hACcARP+YACcAUf+bACcAVf+vACcAYv/2ACcAY//1ACcAcf/4ACcAdP/vACcAg//rACcAhv/iACcAmf/2ACcAo/+eACcApP+dACcAsP/4ACcAtv+cACcAuP+dACcAuf+eACcAu//2ACcAv//8ACcAwQAKACcAw//qACcAyv/7ACcA0//HACcA1P+7ACcA1v/DACgAfP/3ACgAjv/dACgAn//3ACgAv//zACgAxf/sACgAyP/7ACsAA//hACsAG//+ACsALf/mACsAM//3ACsANAANACsAOf/4ACsAOv++ACsAPP/kACsAQf/JACsAQv/IACsARP+7ACsAR//4ACsATf/zACsAUf/HACsAUv/8ACsAVf/GACsAWgADACsAYQAEACsAYv/tACsAY//vACsAbf/zACsAcf/xACsAdP/vACsAfAANACsAg//0ACsAhv/0ACsAjv/7ACsAmf/vACsAo//XACsApP/TACsAqgAOACsAsP/0ACsAswAEACsAtAAEACsAtv/EACsAuP/FACsAuf/FACsAu//tACsAvP/9ACsAv//1ACsAwP/xACsAw//lACsAyAAGACsAyv/1ACsA0//hACsA1P/dACsA1v/fACsA2//xAC0AG//5AC0AIf/jAC0AK//mAC0ANP/rAC0AOf/8AC0AOv/oAC0AQf/nAC0AQv/lAC0AQ//kAC0ARP/YAC0ARv/xAC0AR//4AC0AUf/9AC0AVf/vAC0Acf/7AC0AfP/8AC0Ahf/9AC0Ah//7AC0Alf/7AC0Aqv/yAC0ArP/3AC0Atv/9AC0AuP/9AC0Auf/6AC0AvP/7AC0Awf/XAC0Ayv/9AC0A1P/9AC0A1f/0AC0A1v/+AC0A2v/7ADMAQf/3ADMAQv/2ADMAQ//0ADMARP/wADMAUQAPADMAVQAHADMAqgAKADQAIf+2ADQAK//DADQALf/rADQANP74ADQAOf/3ADQAQQAOADQAQgAPADQAQwAQADQARAARADQAR//iADQAY//aADQAbf/4ADQAcf/cADQAdP/0ADQAev/cADQAfP+0ADQAigAmADQAiwAFADQAlf/pADQAlv/hADQAmf/aADQAn//qADQAvP/dADQAwP/wADQAwf+hADQAxf/nADQAyP/pADQAyv/qADQA0//wADQA1P/wADQA1f/2ADQA1v/xADQA2v/wADQA2//ZADYAA//lADYAIf+pADYAK//NADYANP/GADYAOv/+ADYAQf/0ADYAQv/0ADYAQ//sADYARP/wADYARv/5ADYAR//2ADYAY//0ADYAcf/oADYAev/3ADYAfP/eADYAg//0ADYAhv/0ADYAiQALADYAigAWADYAmf/zADYAqv/1ADYArP+/ADYAvP/3ADYAwf+pADYA0wAHADYA1AAJADYA1QAFADYA1gAMADcAIf/2ADcAK//5ADcANAAPADcAQ//1ADcAWAAGADcAWgAHADcAYQAHADcAfAARADcAqgARADcAswAHADcAtAAHADcAwf/zADcAyAAJADcA1v/7ADgAG//7ADgAK//8ADgALf/4ADgANAAGADgAOv/vADgAPP/5ADgAQf/lADgAQv/kADgARP/dADgAR//0ADgAVf/yADgAY//rADgAcf/lADgAdP/3ADgAfAAHADgAg//0ADgAhf/7ADgAhv/9ADgAh//5ADgAjv/3ADgAlf/5ADgAmf/qADgAqgAHADgAuP/7ADgAvP/+ADgAw//2ADgAyv/1ADgA0//4ADgA1P/2ADgA1v/3ADkAK//yADkAOv/8ADkAQf/xADkAQv/xADkAQ//3ADkARP/tADkAR//9ADkAcf/9ADkAdP/zADkAhf/9ADkAh//9ADkAiQAQADkAigAXADkAjv/9ADkAlf/7ADkAo//8ADkAvP/5ADkAv//8ADkAwf/5ADkAw//yADkAyv/7ADkA0//sADkA1P/qADkA1f/1ADkA1v/sADkA2v/6ADoAA//kADoAIf+iADoAK/++ADoALf/pADoANP/KADoAOf/5ADoAR/+wADoATf/8ADoAUQATADoAUv/VADoAU//BADoAYP/rADoAYv/1ADoAY/+pADoAZ//NADoAbf/9ADoAcf+vADoAdP/hADoAdf/wADoAdv/wADoAd//WADoAeP/0ADoAev/cADoAfP/FADoAf//3ADoAg//MADoAhP/oADoAhv/DADoAiP/zADoAiQAlADoAigAuADoAiwANADoAlf/NADoAlv/aADoAmf+nADoAn//hADoAqgAEADoArP/BADoAu//1ADoAvP+rADoAv//wADoAwP/5ADoAwf+rADoAw//8ADoAxf/pADoAyP/rADoAyv+9ADoA0//RADoA1P/RADoA1f/UADoA1v/TADoA2v/EADoA2//dADsAG//8ADsAIf/gADsAK//lADsANP/kADsAOf/8ADsAOv/cADsAQf/hADsAQv/gADsAQ//VADsARP/KADsARv/uADsAR//8ADsAUf/wADsAVf/kADsAWP/3ADsAWv/2ADsAhv/9ADsAqv/sADsArP/rADsAsP/8ADsAtv/nADsAuP/qADsAuf/iADsAwf/QADsA1P/+ADsA1f/4ADsA1v/6ADwAIf/kADwAK//lADwANP/rADwAR//zADwAY//1ADwAcf/yADwAdP/5ADwAfP/8ADwAhf/6ADwAh//6ADwAiQALADwAigAUADwAjv/6ADwAlf/3ADwAmf/1ADwArP/yADwAvP/yADwAwf/UADwAw//7ADwAyv/4ADwA1f/8ADwA2v/3AEEAA//dAEEAG//+AEEAIf+uAEEAK//JAEEALf/mAEEANP/EAEEAOf/tAEEAR//LAEEATf/vAEEAUQAYAEEAUv/dAEEAU//gAEEAVQANAEEAWgADAEEAYP/vAEEAYv/tAEEAY//GAEEAZ//XAEEAbf/xAEEAcf+/AEEAdP/lAEEAev/gAEEAfP/IAEEAf//qAEEAg//ZAEEAhP/qAEEAhv/bAEEAiP/tAEEAiQAeAEEAigA5AEEAiwAZAEEAlf/XAEEAlv/mAEEAmf/EAEEAn//uAEEAqgAPAEEArP/BAEEAtgAEAEEAuAAFAEEAu//tAEEAvP/MAEEAwP/vAEEAwf+rAEEAw//0AEEAxf/uAEEAyP/uAEEAyv/aAEEA0//yAEEA1P/0AEEA1f/zAEEA1v/0AEEA2v/lAEEA2//jAEIAA//dAEIAG//+AEIAIf+uAEIAK//IAEIALf/lAEIANP/BAEIAOf/sAEIAR//LAEIASv/gAEIATf/vAEIAUQAWAEIAUv/cAEIAU//gAEIAVQAPAEIAWAAEAEIAWgAFAEIAYP/uAEIAYv/tAEIAY//CAEIAZ//WAEIAbf/xAEIAcf+8AEIAdP/jAEIAev/fAEIAfP/HAEIAf//qAEIAg//YAEIAhP/pAEIAhv/ZAEIAiP/tAEIAiQAeAEIAigA8AEIAiwAbAEIAlf/WAEIAlv/kAEIAmf/BAEIAn//tAEIAqgARAEIArP++AEIAtgAGAEIAuAAGAEIAu//tAEIAvP/JAEIAwP/vAEIAwf+pAEIAw//0AEIAxf/uAEIAyP/uAEIAyv/YAEIA0//yAEIA1P/zAEIA1f/yAEIA1v/0AEIA2v/kAEIA2//jAEMAA//8AEMALf/jAEMAM//zAEMANAAKAEMAOf/5AEMAR//2AEMAUQAXAEMAVQAQAEMAWAAFAEMAWgAGAEMAYv/yAEMAY//bAEMAZ//5AEMAcf/cAEMAdP/rAEMAfAAMAEMAf//6AEMAg//wAEMAhv/nAEMAiP/5AEMAiQAUAEMAigA8AEMAiwAbAEMAlf/3AEMAmf/ZAEMApf/qAEMAqgASAEMAtgAHAEMAuAAHAEMAu//yAEMAw//yAEMAyAADAEMAyv/qAEMA0//iAEMA1P/gAEMA1v/jAEMA2//0AEQAA//aAEQAG//+AEQAIf+nAEQAK/+7AEQALf/ZAEQANP/BAEQAOf/mAEQAR/+zAEQASv/jAEQATf/qAEQAUQAYAEQAUv/PAEQAU//eAEQAVQARAEQAWAAHAEQAWgAHAEQAYP/kAEQAYv/kAEQAY/+xAEQAZ//GAEQAa//RAEQAbf/rAEQAcf+uAEQAdP/ZAEQAev/YAEQAfP+9AEQAf//hAEQAg//GAEQAhP/bAEQAhv/GAEQAiP/oAEQAiQAaAEQAigA+AEQAiwAeAEQAlf/GAEQAlv/YAEQAmf+vAEQAnP/RAEQAn//hAEQAqgAUAEQArP+3AEQAtgAJAEQAuAAKAEQAu//kAEQAvP+uAEQAwP/oAEQAwf+cAEQAw//tAEQAxf/kAEQAyP/kAEQAyv/IAEQA0//fAEQA1P/gAEQA1f/hAEQA1v/jAEQA2v/SAEQA2//WAEYALf/yAEYAR//7AEYAYv/7AEYAY//xAEYAZ//9AEYAcf/zAEYAdP/wAEYAg//8AEYAhv/5AEYAiQATAEYAigAbAEYAlf/4AEYAmf/xAEYAu//7AEYAvP/9AEYAw//0AEYAyv/0AEYA0//xAEYA1P/yAEYA1v/yAEYA2//9AEcAG//9AEcAIP/9AEcALf/3AEcAOf/+AEcAOv+qAEcAPP/xAEcAQf/JAEcAQv/HAEcARP+vAEcARv/+AEcAUf/kAEcAVf/RAEcAdP/9AEcAo//3AEcApP/xAEcAsP/7AEcAtv/hAEcAuP/lAEcAuf/nAEcAw//3AEcA0//rAEcA1P/mAEcA1v/sAE0AIQAPAE0AKwAgAE0AMwAaAE0AOv/WAE0APP/3AE0AQf/XAE0AQv/VAE0AQwAfAE0ARP/NAE0ARgAIAE0ApQALAE0AuP/dAE0Auf/bAE0AvAAIAE0AwQAwAE0A0//wAE0A1P/tAE0A1QAcAE0A1v/vAE0A2gAJAFEAIf+vAFEAK//HAFEALf/9AFEAOgATAFEAQQAEAFEAQgAWAFEAQwAXAFEARAAXAFEAR//5AFEAY//eAFEAcf/WAFEAdP/9AFEAiQApAFEAigAxAFEAiwALAFEAmf/lAFEAvP/uAFEAwf+nAFEA0wANAFEA1AAQAFEA1QARAFIAK//1AFIAOv/WAFIAQf/eAFIAQv/dAFIARP/QAFIAuP/lAFIAuf/mAFQAG//7AFQAIP/4AFQAIf/xAFQAK//wAFQAOf/2AFQAOv+pAFQAPP/1AFQAQf/FAFQAQv/CAFQAQ//bAFQARP+yAFQARv/uAFQAUf/eAFQAVf/aAFQAdP//AFQAo//9AFQApP/0AFQAqv/vAFQArP/9AFQAsP/5AFQAtv/TAFQAuP/YAFQAuf/RAFQAvP/9AFQAwf/rAFQAw//5AFQA0//wAFQA1P/tAFQA1f/tAFQA1v/wAFQA2v/3AFUAIQAFAFUAKwAMAFUALf/uAFUAMwAHAFUAOv/LAFUAPP/tAFUAQf/GAFUAQv/DAFUAQwAKAFUARP/DAFUAuP+vAFUAuf+uAFUAv//5AFUAwP/5AFUAwQAXAFUAw//3AFUA0//kAFUA1P/dAFUA1QAJAFUA1v/hAFUA2//5AFYAJAAHAFYAiQAFAFYAigAOAFYAjABEAFcAQgAEAFcAQwAFAFcARAAGAFcAiQAUAFcAigAcAFcAjAAWAFcAwQANAFkAKwADAFkAQQAEAFkAQgAFAFkAQwAGAFkARAAGAFkAiQAUAFkAigAcAFkAjAAaAFkAwQAOAF0AG//9AF0AK//6AF0ALf/7AF0AOf/4AF0AOv+wAF0APP/4AF0AQf/LAF0AQv/LAF0AQ//3AF0ARP+7AF0ARv/9AF0AUf/yAF0AVf/jAF0AY//6AF0Acf/5AF0Ag//7AF0Ahv/4AF0Amf/6AF0AsP/9AF0Atv/yAF0AuP/0AF0Auf/8AF0AvP/7AF0Awf/9AF0A0//5AF0A1P/3AF0A1f/8AF0A1v/2AF4AjAAOAGAAOv/rAGAAQf/vAGAAQv/uAGAARP/kAGEAjAAXAGMAG//7AGMALf/3AGMAOv/2AGMAPP/1AGMAQf/3AGMAQv/3AGMARP/2AGMAw//8AGMA0//7AGMA1P/5AGMA1v/8AGQAev/tAGQAfP+uAGQAlv/qAGQAn//7AGQAxf/5AGQA2//yAGYAv//8AGYAxf/1AGgAG//8AGgAIP/5AGgAIf/zAGgAK//yAGgAOf/3AGgAOv+kAGgAPP/4AGgAQf/IAGgAQv/GAGgAQ//lAGgARP+jAGgARv/vAGgAUf/oAGgAVf/bAGgApP/9AGgAqv/yAGgAsP/6AGgAtv/oAGgAuP/rAGgAuf/tAGgAwf/sAGgAw//7AGgA0//yAGgA1P/uAGgA1f/sAGgA1v/wAGgA2v/5AG0AK//zAG0AOv/8AG0AQf/xAG0AQv/xAG0ARP/rAG0Arf/9AG0Awf/xAHAAfP/8AHAAn//6AHAAv//3AHAAxf/2AHEAG//8AHEAIP/4AHEAIf/uAHEAK//uAHEANP/3AHEAOf/3AHEAOv/nAHEAPP/3AHEAQf/mAHEAQv/lAHEAQ//jAHEARP/fAHEARv/sAHEAUf/6AHEAVf/9AHEAqv/8AHEAtv/7AHEAuP/7AHEAuf/7AHEAwf/mAHEAw///AHEA0//2AHEA1P/zAHEA1f/xAHEA1v/0AHEA2v/6AHMAigAIAHQAA//vAHQAIf/JAHQAK//bAHQANP/pAHQAOf/9AHQAOgAfAHQAQQAsAHQAQgAtAHQAQwAxAHQARAAwAHQARgAEAHQAR//4AHQAUQANAHQAVQAWAHQAWAAIAHQAWgAJAHQAY//9AHQAcf/yAHQAg//1AHQAhv/zAHQAiQAoAHQAigBGAHQAiwAgAHQAmf/9AHQAqgAdAHQArP/jAHQAtgAHAHQAuAAHAHQAwf/SAHQA2v/+AHUAigADAHYAigAGAHgAigAHAHoAKP/7AHoAKwAKAHoAOv/sAHoAQf/xAHoAQv/xAHoARP/qAHoAVf/yAHoAhv/7AHoAkv/8AHoArf/0AHoAwQAJAHsAfP/kAHwAKP/zAHwAKwAIAHwAOv/dAHwAQf/hAHwAQv/gAHwAQwAFAHwARP/ZAHwAVf/gAHwAYQAHAHwAZP/yAHwAhv/8AHwAkv/0AHwArf/xAHwAuf/1AHwAv//7AHwAwQATAH4ALf/7AH4AOf/9AH4AOv/JAH4APP/3AH4AQf/XAH4AQv/UAH4AQ//3AH4ARP/GAH4ARv/5AH4AjAAhAH8AG//7AH8AIP/3AH8AIf/8AH8AK//0AH8ALf/6AH8AOf/5AH8AOv/lAH8APP/zAH8AQf/dAH8AQv/dAH8AQ//nAH8ARP/UAH8ARv/2AH8AUf/3AH8AVf/0AH8AdP/6AH8Ao//9AH8Atv/3AH8AuP/2AH8Auf/2AH8AvP/9AH8Awf/zAH8Aw//3AH8A0//wAH8A1P/uAH8A1f/wAH8A1v/vAH8A2v/6AIMAOv/oAIMAQf/qAIMAQv/pAIMARP/aAIQAG//9AIQAIf/0AIQAK//0AIQAOv/MAIQAQf/YAIQAQv/YAIQAQ//wAIQARP/GAIQARv/7AIQAdP/8AIQAuP/qAIQAuf/zAIQAvP/8AIQAwf/tAIQAw//8AIQA0//tAIQA1P/oAIQA1f/oAIQA1v/tAIQA2v/2AIUALf/7AIUAOf/7AIUAOv+vAIUAPP/0AIUAQf/MAIUAQv/LAIUAQ//5AIUARP+6AIUARv/4AIUAUf/nAIUAVf/fAIUApP/8AIUAsP/7AIUAtv/fAIUAuP/hAIUAuf/YAIUAw//+AIUA0//4AIUA1P/2AIUA1v/4AIYAIf/lAIYAK//0AIYAOv/CAIYAQf/bAIYAQv/ZAIYAQ//nAIYARP/GAIYARv/5AIYAdP/9AIYAfP/4AIYAn//2AIYAvP/9AIYAv//yAIYAwf/wAIYAw//9AIYAxf/fAIYAyP/9AIYA0//xAIYA1P/tAIYA1f/oAIYA1v/wAIYA2v/yAIcALf/8AIcAOf/9AIcAPP/6AIcARv/6AIcAiQAMAIcAigAUAIgAUQAGAIgAVQAGAIgAqgARAIgAtgAFAIgAuAAFAIkAUQApAIkAVgAFAIkAWAAUAIkAWgAUAIkAfwAFAIkAhQAMAIkAhwAMAIkAjgANAIkAowAGAIkApAARAIkAqgAJAIkAsAARAIkAtgAVAIkAuAAVAIkAuQAKAIoAUQAxAIoAVQAnAIoAVgAOAIoAWAAcAIoAWgAcAIoAcgAIAIoAfwANAIoAhQAUAIoAhwAUAIoAjgAWAIoAowAWAIoApAAeAIoAqgArAIoAsAAfAIoAtgAeAIoAuAAeAIoAuQATAIwAjAAkAI0ALf/xAI0ANAANAI0AOv/RAI0APP/7AI0AQf/wAI0AQv/vAI0ARP/eAI0AR//2AI0AUQANAI0AWAADAI0AWgAEAI0AYQAHAI0AY//oAI0Acf/jAI0AdP/9AI0Ag//oAI0Ahv/lAI0Amf/nAI0Apf/zAI0AqgAPAI0AswAHAI0AtAAHAI0Atv/7AI0AuP/8AI0Auf/tAI0AvP/7AI4AA//oAI4AIP/7AI4AKP+8AI4ALf/rAI4ANAAFAI4AOv/cAI4APP/mAI4AQf/XAI4AQv/WAI4ARP/TAI4AUf/pAI4AVf/vAI4AYv/9AI4AY//8AI4Acf/9AI4AdP/2AI4Ag//5AI4Ahv/5AI4Amf/8AI4Ao//rAI4ApP/rAI4AqgAIAI4Atv/qAI4AuP/qAI4Auf/qAI4Au//9AI4AwQADAI4Aw//zAI4A0//nAI4A1P/hAI4A1v/mAJIAfP/uAJIAn//3AJIAv//0AJIAxf/xAJUALf/7AJUAOf/7AJUAOv+vAJUAPP/0AJUAQf/MAJUAQv/LAJUAQ//5AJUARP+8AJUARv/4AJUAUf/xAJUAVf/fAJUAsP/8AJUAtv/xAJUAuP/yAJUAuf/2AJUAw//+AJUA0//4AJUA1P/2AJUA1v/4AJYAOv/YAJYAQf/hAJYAQv/hAJYARP/UAJYAVf/dAJYAZP/mAJYAuf/tAJYAv//6AJgAfP/8AJkAG//7AJkAIP/3AJkAIf/xAJkAK//vAJkAOf/1AJkAOv+mAJkAPP/1AJkAQf/DAJkAQv/BAJkAQ//ZAJkARP+vAJkARv/uAJkAUf/lAJkAVf/aAJkAdP/8AJkApP/8AJkAqv/vAJkAsP/6AJkAtv/kAJkAuP/oAJkAuf/qAJkAvP/9AJkAwf/pAJkAw//4AJkA0//wAJkA1P/sAJkA1f/rAJkA1v/vAJkA2v/2AJ8AKP/yAJ8AKwALAJ8AOv/WAJ8APP/8AJ8AQf/aAJ8AQv/ZAJ8AQwAIAJ8ARP/SAJ8AVf/YAJ8AZP/qAJ8AcP/8AJ8Ahv/5AJ8Akv/uAJ8AmAAGAJ8Arf/uAJ8Auf/sAJ8Av//8AJ8AwQAWAKUAUf/7AKkAIQAGAKkAKwAPAKkALf/xAKkAMwAJAKkAOgAEAKkAQQARAKkAQgARAKkAQwASAKkARAATAKkAY//vAKkAcf/yAKkAdP/5AKkAiQAJAKkAigArAKkAiwARAKkAjAAUAKkAmf/wAKkAwP/5AKkAwQAZAKkAyv/8AKkA0//zAKkA1P/yAKkA1QAKAKkA1v/7AKkA2//xAKwALf/3AKwAOv/BAKwAPP/yAKwAQf/AAKwAQv++AKwARP+4AKwAY//9AKwAdP/7AKwAtv+AAKwAuP+FAKwAuf+JAKwAv//nAKwAwQADAKwAw//5AKwA0//cAKwA1P/WAKwA1v/aAK0Abf/9AK0AfP/oAK0An//8AK0Av//3AK0Axf/4AK0AyP/8AK8ALf/7AK8AOf/9AK8AOv/JAK8APP/3AK8AQf/XAK8AQv/UAK8AQ//3AK8ARP/GAK8ARv/5AK8AYQAKAK8AjAB4AK8AswAKAK8AtAAKAK8AvgAFALEAG//3ALEAIP/6ALEAIf/rALEAK//3ALEALf/3ALEAOf/3ALEAOv/XALEAPP/3ALEAQf/aALEAQv/aALEAQ//4ALEARP/QALEARv/3ALEAR//1ALEAY//2ALEAcf/1ALEAdP/3ALEAhf/4ALEAh//4ALEAjABSALEAjv/3ALEAlf/4ALEAmf/2ALEAvP/1ALEAwf/4ALEAw//3ALEAyv/3ALEA0//sALEA1P/pALEA1f/5ALEA1v/1ALEA2v/4ALIAA//yALMAjAAXALQAjAAXALYAIf+vALYAK//LALYALf/9ALYAR//7ALYAY//eALYAcf/bALYAdP/9ALYAiQAKALYAigAYALYAmf/wALYArP+LALYAvP/8ALYAwf+qALgAA//rALgAIf+vALgAK//JALgALf/9ALgANP+qALgAR//7ALgAUv/qALgAY//dALgAcf/aALgAdP/9ALgAg//xALgAiQALALgAigAVALgAmf/vALgArP+KALgAvP/8ALgAwf+pALkAA//pALkAIf+wALkAK//FALkALf/6ALkANP+kALkAR//8ALkAUv/lALkAY//RALkAcf/VALkAdP/9ALkAev/wALkAfP+zALkAg//zALkAiQAKALkAigATALkAlv/zALkAmf/qALkArP+JALkAvP/1ALkAwf+mALkAxf/8ALkA2//7ALoAA//sALoAIP/8ALoAIf+2ALoAK//TALoANP/cALoAOf/8ALoAOv/TALoAQf/0ALoAQv/zALoAQ//cALoARP/jALoARv/sALoAR//4ALoAUv/7ALoAY//zALoAcf/pALoAg//nALoAhP/5ALoAhv/vALoAmf/yALoAqv/2ALoArP/SALoAvP/+ALoAwf/JALwAG//8ALwAIP/6ALwAK//3ALwALf/7ALwAOv+5ALwAPP/1ALwAQf/RALwAQv/OALwAQ//3ALwARP/AALwARv/+ALwAUf/8ALwAVf/mALwAdP/8ALwAhv/8ALwAtv/9ALwAuP/9ALwAw//9ALwA0//4ALwA1P/0ALwA1f/6ALwA1v/0AL4AjAATAL8AIf/PAL8AKP/vAL8AK//cAL8ANP/OAL8AOgAFAL8ARv/7AL8AX//wAL8AZAADAL8AcP/7AL8Aev/xAL8AfP/TAL8Ahv/oAL8Akv/xAL8ArP/GAL8Arf/7AL8AvwAHAL8Awf/OAMAAK//yAMAAOv/8AMAAQf/yAMAAQv/yAMAARP/tAMAAwf/vAMAAxf/4AMMAIP/9AMMALf/3AMMAOv/bAMMAPP/0AMMAQf/eAMMAQv/cAMMARP/LAMMAVf/uAMMAY//4AMMAcf/3AMMAdP/9AMMAg//3AMMAhv/5AMMAmf/4AMMAtv/9AMMAuP/9AMMAuf/5AMMAw//9AMMA0//9AMMA1P/9AMMA1v/9AMUAOv/hAMUAQf/oAMUAQv/nAMUAQwALAMUARP/bAMUAVf/iAMUAZP/xAMUAuf/7AMUAv//8AMUAwQAUAMgAOv/iAMgAQf/pAMgAQv/oAMgARP/dAMgAVf/lAMgAwQALAMoAG//7AMoALf/3AMoAOv+6AMoAPP/1AMoAQf/VAMoAQv/TAMoARP+8AMoARv/+AMoAUf/5AMoAVf/kAMoAtv/5AMoAuP/4AMoAw//8AMoA0//7AMoA1P/5AMoA1v/8ANMAA//mANMAG//8ANMAIf/CANMAK//hANMANP/iANMAOv/QANMAQf/zANMAQv/yANMAQ//iANMARP/eANMARv/wANMAR//0ANMAUQANANMAUv/9ANMAVf/1ANMAY//xANMAcf/nANMAg//tANMAhv/xANMAmf/wANMApAAEANMAqv/zANMArP/cANMAvP/zANMAwf/NANQAA//kANQAG//8ANQAIf+3ANQAK//dANQALf/9ANQANP/cANQAOf/8ANQAOv/RANQAQf/0ANQAQv/zANQAQ//gANQARP/gANQARv/wANQAR//yANQAUQAQANQAUv/9ANQAVf/0ANQAY//tANQAcf/iANQAg//oANQAhv/tANQAmf/sANQApAAFANQAqv/yANQArP/WANQAvP/wANQAwf/KANUALf/0ANUANAAJANUAOv/UANUAPP/8ANUAQf/zANUAQv/yANUARP/hANUAR//3ANUAUQARANUAY//tANUAcf/mANUAdP/9ANUAg//oANUAhv/oANUAmf/rANUAqgAKANUAvP/7ANYAA//nANYAG//8ANYAIP/+ANYAIf/EANYAK//hANYANP/lANYAOf/9ANYAOv/NANYAQf/vANYAQv/uANYAQ//fANYARP/aANYARv/vANYAR//0ANYATf/9ANYAUv/8ANYAVf/zANYAY//wANYAcf/nANYAg//tANYAhv/xANYAmf/vANYAqv/zANYArP/dANYAvP/yANYAwf/OANoAG//9ANoAIP/8ANoALf/7ANoAOv/GANoAPP/3ANoAQf/jANoAQv/iANoARP/PANoAVf/zANoAY//3ANoAcf/zANoAg//2ANoAhv/zANoAmf/3ANsAIf/2ANsAK//xANsANP/4ANsAOv/cANsAQf/jANsAQv/hANsAQ//zANsARP/WANsARv/7ANsAVf/eANsAZP/yANsAqv/xANsAuf/7ANsAv//5ANsAwf/sAAAAAAAHAFoAAwABBAkAAQAOAAAAAwABBAkAAgAIAA4AAwABBAkAAwCEABYAAwABBAkABAAYAJoAAwABBAkABQBcALIAAwABBAkABgAYAQ4AAwABBAkADgA0ASYAUgBhAGwAZQB3AGEAeQBCAG8AbABkAE0AYQB0AHQATQBjAEkAbgBlAHIAbgBlAHkALABQAGEAYgBsAG8ASQBtAHAAYQBsAGwAYQByAGkALABSAG8AZAByAGkAZwBvAEYAdQBlAG4AegBhAGwAaQBkAGEAOgAgAFIAYQBsAGUAdwBhAHkAIABCAG8AbABkADoAIAAyADAAMQAyAFIAYQBsAGUAdwBhAHkAIABCAG8AbABkAFYAZQByAHMAaQBvAG4AIAAyAC4AMAAwADEAOwAgAHQAdABmAGEAdQB0AG8AaABpAG4AdAAgACgAdgAwAC4AOAApACAALQBHACAAMgAwADAAIAAtAHIAIAA1ADAAUgBhAGwAZQB3AGEAeQAtAEIAbwBsAGQAaAB0AHQAcAA6AC8ALwBzAGMAcgBpAHAAdABzAC4AcwBpAGwALgBvAHIAZwAvAE8ARgBMAAIAAAAAAAD/tQAyAAAAAAAAAAAAAAAAAAAAAAAAAAAA3AAAAQIAAgADAI0AyQDHANgAYgCOAK0AQwDaAGMA3QCuANkAJQAmAGQA3gAnACgAZQDIAMoAywDpAQMAKQAqACsALAAtAMwAzQDOAM8ALgAvAMMAMAAxACQAZgAyALAA0ADRAGcA0wCRABIArwAzADQANQA2ADcA7QA4ANQA1QBoANYAOQA6ADsAPADrAD0ARABpAGsAbACgAGoACQBuAEEAYQANACMAbQBFAD8AXwBeAGAAPgBAAOgAhwBGAG8AhAAdAA8AiwBHAIMAuAAHANcASABwAHIAcwBxABsAswCyACAA6gAEAKMASQEEAQUBBgEHAQgAGAC8ABcBCQBKAIkAIQCpAKoAvgC/AEsAEABMAHQAdgB3AHUATQBOAE8AHwCkAFAA7wCXAPAAUQAcAHgABgBSAHkAewB8ALEAegAUAPEA9AD1AJ0AngChAH0AUwCIAAsADAAIABEADgCTAFQAIgCiAAUAxQDEALQAtgC1ALcACgBVAIoAVgCGAB4AGgAZAJAAhQBXAO4AFgDzAPYAFQDyAFgAfgCAAIEAfwBCAQoBCwEMAFkAWgBbAFwA7AC6AJYAXQATBE5VTEwERXVybwNmX2YFZl9mX2kFZl9mX2wDZl9pA2ZfbAxmb3Vyc3VwZXJpb3IHdW5pMDBBMAd1bmkwMEFEB3VuaTIyMTUAAAAAAQAB//8ADwABAAAACgAeACwAAWxhdG4ACAAEAAAAAP//AAEAAAABa2VybgAIAAAAAQAAAAEABAACAAAAAQAIAAEA2gAEAAAAaAGuAegCUgKwAyYDdAN6BCwEXgSIBN4E5AV6BfwGFgbYB1YHdAf+CHAIqgkkCY4KZArSCywMAgzgDXYOXA6yDxAPYg+4D9YQVBCqELwQ2hEAEXIReBoQEYoRuBHSEdwSShJoEnoS5BLqE2QTahNwE3YTpBOqE+wUFhSIFJoU7BU+FZgVshXIFgYWTBZSFrwXOhdMF5oXvBfCGDgYghiIGO4ZNBlOGYgaChoQGhAaFhpMGpIa7BtOG6gbrhv0HBIcaBySHKwc7h1UHcIeCB5yHqwAAQBoAAMAEQASABUAFgAcAB0AHgAgACEAJAAmACcAKAArAC0AMwA0ADYANwA4ADkAOgA7ADwAQQBCAEMARABGAEcATQBRAFIAVABVAFYAVwBZAF0AXgBgAGEAYwBkAGYAaABtAHAAcQBzAHQAdQB2AHgAegB7AHwAfgB/AIMAhACFAIYAhwCIAIkAigCMAI0AjgCSAJUAlgCYAJkAnwClAKkArACtAK8AsQCyALMAtAC2ALgAuQC6ALwAvgC/AMAAwwDFAMgAygDTANQA1QDWANoA2wAOACH/4wAr/+EAOv/kAEH/3QBC/90AQ//8AET/2wCy//IAuP/qALn/6QDB/90A0//mANT/5ADW/+UAGgAh//kAK//yADr/6wBB/+wAQv/rAEP/8gBE/+MARv/+AGP//QBx//wAdP/0AIkACgCKAAwAlf/9AJn//QC8//kAv//7AMH/9QDD//UAxf/9AMr//QDT//cA1P/1ANX/8wDW//YA2v/7ABcAK//2AC3/+AA5//4AOv/8AEH/9QBC//UAQ//6AET/7wBRABEAY//7AHH/+wB0//gAiQASAIoAHwCV//0Amf/7ALz/+gDB//gAw//7AMr//QDU//0A1v/8ANr//AAdABv/+gAh/+MAK//nADT/6wA5//wAOv/qAEH/6ABC/+YAQ//kAET/2QBG//MAR//4AFX/8QBx//sAfP/9AIX//QCH//0Alf/7AKr/9ACs//gAtv/9ALn//AC8//sAwf/ZAMr//QDU//0A1f/2ANb/+wDa//sAEwAt//QAOf/3AEf//QBj//IAcf/yAHT/8gCD//oAhv/5AIkAEgCKABsAlf/+AJn/8gC8//4Av//5AMP/9gDK//cA0//2ANT/8gDW//EAAQDF//0ALAAD/+kAIf+gACv/xwAt//IANP/LADn/7wBH/9cAUQAPAFL//QBg//oAY//lAGf/6wBx/9sAdP/zAHX/9gB2//YAd//2AHr/8wB8/94Af//7AIP/9wCE//gAhv/2AIj/+ACJACUAigAtAIsADQCV/+sAmf/lAJ//+gCqAAQArP/LALz/3wC///cAwf+jAMP//ADF//cAyP/1AMr/7gDT//YA1P/1ANX/8wDW//UA2v/rAAwAOv/uAEH/6QBC/+gARP/gAFX/+ABx//0AdP/6ALn//ADD//kA0//0ANT/8gDW//QACgBH//kAY//4AHH/9QB0//gAigAMAJn/9wC8//oAw//4ANb//QDa//wAFQAh//EAK//vADT/9gBH//YAY//3AHH/9AB0//kAhf/9AIf//QCJAAkAigARAI7//QCV//sAmf/3AKz//AC8//QAwf/oAMP/+gDK//sA1f/8ANr/+gABAFYABwAlAAP/8wAhAAQALf/bADP/8gA0ABYAOf/2AEf/+wBRABEAVQAKAFgADABaAA0AYQANAGL/8QBj/+EAcf/kAHT/7QB8ABcAg//0AIQABACG/+kAiQAKAIoANgCLABUAmf/gAKX/8QCqABcAswANALQADQC7//EAvgAHAMP/7gDIAA8Ayv/wANP/2gDU/9cA1v/bANv//QAgAAP/5QAo/4IALf/kADn//gA6/5wAPP/jAEH/pgBC/6EARP+YAFH/mwBV/68AYv/2AGP/9QBx//gAdP/vAIP/6wCG/+IAmf/2AKP/ngCk/50AsP/4ALb/nAC4/50Auf+eALv/9gC///wAwQAKAMP/6gDK//sA0//HANT/uwDW/8MABgB8//cAjv/dAJ//9wC///MAxf/sAMj/+wAwAAP/4QAb//4ALf/mADP/9wA0AA0AOf/4ADr/vgA8/+QAQf/JAEL/yABE/7sAR//4AE3/8wBR/8cAUv/8AFX/xgBaAAMAYQAEAGL/7QBj/+8Abf/zAHH/8QB0/+8AfAANAIP/9ACG//QAjv/7AJn/7wCj/9cApP/TAKoADgCw//QAswAEALQABAC2/8QAuP/FALn/xQC7/+0AvP/9AL//9QDA//EAw//lAMgABgDK//UA0//hANT/3QDW/98A2//xAB8AG//5ACH/4wAr/+YANP/rADn//AA6/+gAQf/nAEL/5QBD/+QARP/YAEb/8QBH//gAUf/9AFX/7wBx//sAfP/8AIX//QCH//sAlf/7AKr/8gCs//cAtv/9ALj//QC5//oAvP/7AMH/1wDK//0A1P/9ANX/9ADW//4A2v/7AAcAQf/3AEL/9gBD//QARP/wAFEADwBVAAcAqgAKACIAIf+2ACv/wwAt/+sANP74ADn/9wBBAA4AQgAPAEMAEABEABEAR//iAGP/2gBt//gAcf/cAHT/9AB6/9wAfP+0AIoAJgCLAAUAlf/pAJb/4QCZ/9oAn//qALz/3QDA//AAwf+hAMX/5wDI/+kAyv/qANP/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) 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41 * Copyright 2011-2015 Twitter, Inc.
42 * Licensed under the MIT license
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a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
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47 * @preserve HTML5 Shiv 3.7.2 | @afarkas @jdalton @jon_neal @rem | MIT/GPL2 Licensed
49 // Only run this code in IE 8
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s&&!n&&this._mouseCapture(t)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){i.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(t)!==!1,!this._mouseStarted)?(t.preventDefault(),!0):(!0===e.data(t.target,this.widgetName+".preventClickEvent")&&e.removeData(t.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(e){return i._mouseMove(e)},this._mouseUpDelegate=function(e){return i._mouseUp(e)},this.document.bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),t.preventDefault(),o=!0,!0)):!0}},_mouseMove:function(t){if(this._mouseMoved){if(e.ui.ie&&(!document.documentMode||9>document.documentMode)&&!t.button)return this._mouseUp(t);if(!t.which)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=this._mouseStart(this._mouseDownEvent,t)!==!1,this._mouseStarted?this._mouseDrag(t):this._mouseUp(t)),!this._mouseStarted)},_mouseUp:function(t){return this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,t.target===this._mouseDownEvent.target&&e.data(t.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(t)),o=!1,!1},_mouseDistanceMet:function(e){return Math.max(Math.abs(this._mouseDownEvent.pageX-e.pageX),Math.abs(this._mouseDownEvent.pageY-e.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),function(){function t(e,t,i){return[parseFloat(e[0])*(p.test(e[0])?t/100:1),parseFloat(e[1])*(p.test(e[1])?i/100:1)]}function i(t,i){return parseInt(e.css(t,i),10)||0}function s(t){var i=t[0];return 9===i.nodeType?{width:t.width(),height:t.height(),offset:{top:0,left:0}}:e.isWindow(i)?{width:t.width(),height:t.height(),offset:{top:t.scrollTop(),left:t.scrollLeft()}}:i.preventDefault?{width:0,height:0,offset:{top:i.pageY,left:i.pageX}}:{width:t.outerWidth(),height:t.outerHeight(),offset:t.offset()}}e.ui=e.ui||{};var n,a,o=Math.max,r=Math.abs,h=Math.round,l=/left|center|right/,u=/top|center|bottom/,d=/[\+\-]\d+(\.[\d]+)?%?/,c=/^\w+/,p=/%$/,f=e.fn.position;e.position={scrollbarWidth:function(){if(void 0!==n)return n;var t,i,s=e("<div style='display:block;position:absolute;width:50px;height:50px;overflow:hidden;'><div style='height:100px;width:auto;'></div></div>"),a=s.children()[0];return e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",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.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<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 i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.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=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){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:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_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(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in 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(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top: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 e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?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,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
69 })),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,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,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!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,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,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(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".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=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,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}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
70 i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",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(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,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(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),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(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,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"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;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(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td> </td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[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")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in 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]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top: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){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_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,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[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]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.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(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].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,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).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(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_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 i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
71 t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).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":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.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(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",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,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",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 i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},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"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.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)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),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"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html(" "),e.text(this.options.title)
72 },_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),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=e(this);return e("<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 e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,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,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(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")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",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"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html(" ")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,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.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.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.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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this._valueMax();var t=this.options.step>0?this.options.step:1,i=(e-this._valueMin())%t,s=e-i;return 2*Math.abs(i)>=t&&(s+=i>0?t:-t),parseFloat(s.toFixed(5))},_calculateNewMax:function(){var e=this.options.max,t=this._valueMin(),i=this.options.step,s=Math.floor(+(e-t).toFixed(this._precision())/i)*i;e=s+t,this.max=parseFloat(e.toFixed(this._precision()))},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshValue:function(){var t,i,s,n,a,o=this.options.range,r=this.options,h=this,l=this._animateOff?!1:r.animate,u={};this.options.values&&this.options.values.length?this.handles.each(function(s){i=100*((h.values(s)-h._valueMin())/(h._valueMax()-h._valueMin())),u["horizontal"===h.orientation?"left":"bottom"]=i+"%",e(this).stop(1,1)[l?"animate":"css"](u,r.animate),h.options.range===!0&&("horizontal"===h.orientation?(0===s&&h.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({width:i-t+"%"},{queue:!1,duration:r.animate})):(0===s&&h.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({height:i-t+"%"},{queue:!1,duration:r.animate}))),t=i}):(s=this.value(),n=this._valueMin(),a=this._valueMax(),i=a!==n?100*((s-n)/(a-n)):0,u["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](u,r.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},r.animate),"max"===o&&"horizontal"===this.orientation&&this.range[l?"animate":"css"]({width:100-i+"%"},{queue:!1,duration:r.animate}),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},r.animate),"max"===o&&"vertical"===this.orientation&&this.range[l?"animate":"css"]({height:100-i+"%"},{queue:!1,duration:r.animate}))},_handleEvents:{keydown:function(t){var i,s,n,a,o=e(t.target).data("ui-slider-handle-index");switch(t.keyCode){case e.ui.keyCode.HOME:case e.ui.keyCode.END:case e.ui.keyCode.PAGE_UP:case e.ui.keyCode.PAGE_DOWN:case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,e(t.target).addClass("ui-state-active"),i=this._start(t,o),i===!1))return}switch(a=this.options.step,s=n=this.options.values&&this.options.values.length?this.values(o):this.value(),t.keyCode){case e.ui.keyCode.HOME:n=this._valueMin();break;case e.ui.keyCode.END:n=this._valueMax();break;case e.ui.keyCode.PAGE_UP:n=this._trimAlignValue(s+(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.PAGE_DOWN:n=this._trimAlignValue(s-(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:if(s===this._valueMax())return;n=this._trimAlignValue(s+a);break;case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(s===this._valueMin())return;n=this._trimAlignValue(s-a)}this._slide(t,o,n)},keyup:function(t){var i=e(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,i),this._change(t,i),e(t.target).removeClass("ui-state-active"))}}}),e.widget("ui.spinner",{version:"1.11.4",defaultElement:"<input>",widgetEventPrefix:"spin",options:{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 t={},i=this.element;return e.each(["min","max","step"],function(e,s){var n=i.attr(s);void 0!==n&&n.length&&(t[s]=n)}),t},_events:{keydown:function(e){this._start(e)&&this._keydown(e)&&e.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",e),void 0)},mousewheel:function(e,t){if(t){if(!this.spinning&&!this._start(e))return!1;this._spin((t>0?1:-1)*this.options.step,e),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(e)},100),e.preventDefault()}},"mousedown .ui-spinner-button":function(t){function i(){var e=this.element[0]===this.document[0].activeElement;e||(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s}))}var s;s=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(t)!==!1&&this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){return e(t.currentTarget).hasClass("ui-state-active")?this._start(t)===!1?!1:(this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t),void 0):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var e=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=e.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()>Math.ceil(.5*e.height())&&e.height()>0&&e.height(e.height()),this.options.disabled&&this.disable()},_keydown:function(t){var i=this.options,s=e.ui.keyCode;switch(t.keyCode){case s.UP:return this._repeat(null,1,t),!0;case s.DOWN:return this._repeat(null,-1,t),!0;case s.PAGE_UP:return this._repeat(null,i.page,t),!0;case s.PAGE_DOWN:return this._repeat(null,-i.page,t),!0}return!1},_uiSpinnerHtml:function(){return"<span class='ui-spinner ui-widget ui-widget-content ui-corner-all'></span>"},_buttonHtml:function(){return"<a class='ui-spinner-button ui-spinner-up ui-corner-tr'><span class='ui-icon "+this.options.icons.up+"'>▲</span>"+"</a>"+"<a class='ui-spinner-button ui-spinner-down ui-corner-br'>"+"<span class='ui-icon "+this.options.icons.down+"'>▼</span>"+"</a>"},_start:function(e){return this.spinning||this._trigger("start",e)!==!1?(this.counter||(this.counter=1),this.spinning=!0,!0):!1},_repeat:function(e,t,i){e=e||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,t,i)},e),this._spin(t*this.options.step,i)},_spin:function(e,t){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+e*this._increment(this.counter)),this.spinning&&this._trigger("spin",t,{value:i})===!1||(this._value(i),this.counter++)},_increment:function(t){var i=this.options.incremental;return i?e.isFunction(i)?i(t):Math.floor(t*t*t/5e4-t*t/500+17*t/200+1):1},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_adjustValue:function(e){var t,i,s=this.options;return t=null!==s.min?s.min:0,i=e-t,i=Math.round(i/s.step)*s.step,e=t+i,e=parseFloat(e.toFixed(this._precision())),null!==s.max&&e>s.max?s.max:null!==s.min&&s.min>e?s.min:e},_stop:function(e){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",e))},_setOption:function(e,t){if("culture"===e||"numberFormat"===e){var i=this._parse(this.element.val());return this.options[e]=t,this.element.val(this._format(i)),void 0}("max"===e||"min"===e||"step"===e)&&"string"==typeof t&&(t=this._parse(t)),"icons"===e&&(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(t.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(t.down)),this._super(e,t),"disabled"===e&&(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable"))},_setOptions:s(function(e){this._super(e)}),_parse:function(e){return"string"==typeof e&&""!==e&&(e=window.Globalize&&this.options.numberFormat?Globalize.parseFloat(e,10,this.options.culture):+e),""===e||isNaN(e)?null:e
73 },_format:function(e){return""===e?"":window.Globalize&&this.options.numberFormat?Globalize.format(e,this.options.numberFormat,this.options.culture):e},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},isValid:function(){var e=this.value();return null===e?!1:e===this._adjustValue(e)},_value:function(e,t){var i;""!==e&&(i=this._parse(e),null!==i&&(t||(i=this._adjustValue(i)),e=this._format(i))),this.element.val(e),this._refresh()},_destroy:function(){this.element.removeClass("ui-spinner-input").prop("disabled",!1).removeAttr("autocomplete").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:s(function(e){this._stepUp(e)}),_stepUp:function(e){this._start()&&(this._spin((e||1)*this.options.step),this._stop())},stepDown:s(function(e){this._stepDown(e)}),_stepDown:function(e){this._start()&&(this._spin((e||1)*-this.options.step),this._stop())},pageUp:s(function(e){this._stepUp((e||1)*this.options.page)}),pageDown:s(function(e){this._stepDown((e||1)*this.options.page)}),value:function(e){return arguments.length?(s(this._value).call(this,e),void 0):this._parse(this.element.val())},widget:function(){return this.uiSpinner}}),e.widget("ui.tabs",{version:"1.11.4",delay:300,options:{active:null,collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_isLocal:function(){var e=/#.*$/;return function(t){var i,s;t=t.cloneNode(!1),i=t.href.replace(e,""),s=location.href.replace(e,"");try{i=decodeURIComponent(i)}catch(n){}try{s=decodeURIComponent(s)}catch(n){}return t.hash.length>1&&i===s}}(),_create:function(){var t=this,i=this.options;this.running=!1,this.element.addClass("ui-tabs ui-widget ui-widget-content ui-corner-all").toggleClass("ui-tabs-collapsible",i.collapsible),this._processTabs(),i.active=this._initialActive(),e.isArray(i.disabled)&&(i.disabled=e.unique(i.disabled.concat(e.map(this.tabs.filter(".ui-state-disabled"),function(e){return t.tabs.index(e)}))).sort()),this.active=this.options.active!==!1&&this.anchors.length?this._findActive(i.active):e(),this._refresh(),this.active.length&&this.load(i.active)},_initialActive:function(){var t=this.options.active,i=this.options.collapsible,s=location.hash.substring(1);return null===t&&(s&&this.tabs.each(function(i,n){return e(n).attr("aria-controls")===s?(t=i,!1):void 0}),null===t&&(t=this.tabs.index(this.tabs.filter(".ui-tabs-active"))),(null===t||-1===t)&&(t=this.tabs.length?0:!1)),t!==!1&&(t=this.tabs.index(this.tabs.eq(t)),-1===t&&(t=i?!1:0)),!i&&t===!1&&this.anchors.length&&(t=0),t},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):e()}},_tabKeydown:function(t){var i=e(this.document[0].activeElement).closest("li"),s=this.tabs.index(i),n=!0;if(!this._handlePageNav(t)){switch(t.keyCode){case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:s++;break;case e.ui.keyCode.UP:case e.ui.keyCode.LEFT:n=!1,s--;break;case e.ui.keyCode.END:s=this.anchors.length-1;break;case e.ui.keyCode.HOME:s=0;break;case e.ui.keyCode.SPACE:return t.preventDefault(),clearTimeout(this.activating),this._activate(s),void 0;case e.ui.keyCode.ENTER:return t.preventDefault(),clearTimeout(this.activating),this._activate(s===this.options.active?!1:s),void 0;default:return}t.preventDefault(),clearTimeout(this.activating),s=this._focusNextTab(s,n),t.ctrlKey||t.metaKey||(i.attr("aria-selected","false"),this.tabs.eq(s).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",s)},this.delay))}},_panelKeydown:function(t){this._handlePageNav(t)||t.ctrlKey&&t.keyCode===e.ui.keyCode.UP&&(t.preventDefault(),this.active.focus())},_handlePageNav:function(t){return t.altKey&&t.keyCode===e.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):t.altKey&&t.keyCode===e.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 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75 <style type="text/css">
83 border: 1px solid #ccc;
87 .tocify ul, .tocify li {
104 .tocify-subheader li {
108 .tocify-subheader .tocify-subheader {
111 .tocify-subheader .tocify-subheader .tocify-subheader {
114 .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
117 .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
121 .tocify .tocify-item > a, .tocify .nav-list .nav-header {
125 .tocify .tocify-item a, .tocify .list-group-item {
128 .tocify .nav-pills > li {
134 <script>/* jquery Tocify - v1.9.1 - 2013-10-22
135 * http://www.gregfranko.com/jquery.tocify.js/
136 * Copyright (c) 2013 Greg Franko; Licensed MIT */
138 // 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.
141 // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
144 // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
145 tocify(window.jQuery, window, document);
149 // 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.
150 (function($, window, document, undefined) {
152 // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
155 var tocClassName = "tocify",
156 tocClass = "." + tocClassName,
157 tocFocusClassName = "tocify-focus",
158 tocHoverClassName = "tocify-hover",
159 hideTocClassName = "tocify-hide",
160 hideTocClass = "." + hideTocClassName,
161 headerClassName = "tocify-header",
162 headerClass = "." + headerClassName,
163 subheaderClassName = "tocify-subheader",
164 subheaderClass = "." + subheaderClassName,
165 itemClassName = "tocify-item",
166 itemClass = "." + itemClassName,
167 extendPageClassName = "tocify-extend-page",
168 extendPageClass = "." + extendPageClassName;
170 // Calling the jQueryUI Widget Factory Method
171 $.widget("toc.tocify", {
176 // These options will be used as defaults
179 // **context**: Accepts String: Any jQuery selector
180 // The container element that holds all of the elements used to generate the table of contents
183 // **ignoreSelector**: Accepts String: Any jQuery selector
184 // A selector to any element that would be matched by selectors that you wish to be ignored
185 ignoreSelector: null,
187 // **selectors**: Accepts an Array of Strings: Any jQuery selectors
188 // 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
189 selectors: "h1, h2, h3",
191 // **showAndHide**: Accepts a boolean: true or false
192 // Used to determine if elements should be shown and hidden
195 // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
196 // Used to display any of the table of contents nested items
197 showEffect: "slideDown",
199 // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
200 // The time duration of the show animation
201 showEffectSpeed: "medium",
203 // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
204 // Used to hide any of the table of contents nested items
205 hideEffect: "slideUp",
207 // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
208 // The time duration of the hide animation
209 hideEffectSpeed: "medium",
211 // **smoothScroll**: Accepts a boolean: true or false
212 // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
215 // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
216 // The time duration of the smoothScroll animation
217 smoothScrollSpeed: "medium",
219 // **scrollTo**: Accepts Number (pixels)
220 // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
223 // **showAndHideOnScroll**: Accepts a boolean: true or false
224 // Determines if table of contents nested items should be shown and hidden while scrolling
225 showAndHideOnScroll: true,
227 // **highlightOnScroll**: Accepts a boolean: true or false
228 // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
229 highlightOnScroll: true,
231 // **highlightOffset**: Accepts a number
232 // The offset distance in pixels to trigger the next active table of contents item
235 // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
236 // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
239 // **extendPage**: Accepts a boolean: true or false
240 // 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
243 // **extendPageOffset**: Accepts a number: pixels
244 // How close to the bottom of the page a user must scroll before the page is extended
245 extendPageOffset: 100,
247 // **history**: Accepts a boolean: true or false
248 // Adds a hash to the page url to maintain history
251 // **scrollHistory**: Accepts a boolean: true or false
252 // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
253 scrollHistory: false,
255 // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
256 // # character) will be generated.
258 // "compact" (default) - #CompressesEverythingTogether
259 // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
260 // function(text, element){} - Your own hash generation function that accepts the text as an
261 // argument, and returns the hash value.
262 hashGenerator: "compact",
264 // **highlightDefault**: Accepts a boolean: true or false
265 // Set's the first TOC item as active if no other TOC item is active.
266 highlightDefault: true
272 // Constructs the plugin. Only called once.
273 _create: function() {
277 self.extendPageScroll = true;
279 // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
282 // Generates the HTML for the dynamic table of contents
285 // Adds CSS classes to the newly generated table of contents HTML
286 self._addCSSClasses();
288 self.webkit = (function() {
290 for (var prop in window) {
294 if (prop.toLowerCase().indexOf("webkit") !== -1) {
308 // Adds jQuery event handlers to the newly generated table of contents
309 self._setEventHandlers();
311 // Binding to the Window load event to make sure the correct scrollTop is calculated
312 $(window).load(function() {
314 // Sets the active TOC item
315 self._setActiveElement(true);
317 // Once all animations on the page are complete, this callback function will be called
318 $("html, body").promise().done(function() {
320 setTimeout(function() {
322 self.extendPageScroll = false;
334 // Generates the HTML for the dynamic table of contents
335 _generateToc: function() {
339 // Stores the plugin context in the self variable
342 // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
345 // Instantiated variable that will store the top level newly created unordered list DOM element
347 ignoreSelector = self.options.ignoreSelector;
350 // Determine the element to start the toc with
351 // get all the top level selectors
353 var selectors = this.options.selectors.replace(/ /g, "").split(",");
354 // find the first set that have at least one non-ignored element
355 for(var i = 0; i < selectors.length; i++) {
356 var foundSelectors = $(this.options.context).find(selectors[i]);
357 for (var s = 0; s < foundSelectors.length; s++) {
358 if (!$(foundSelectors[s]).is(ignoreSelector)) {
359 firstElem = foundSelectors;
363 if (firstElem.length> 0)
367 if (!firstElem.length) {
369 self.element.addClass(hideTocClassName);
375 self.element.addClass(tocClassName);
377 // Loops through each top level selector
378 firstElem.each(function(index) {
380 //If the element matches the ignoreSelector then we skip it
381 if ($(this).is(ignoreSelector)) {
385 // Creates an unordered list HTML element and adds a dynamic ID and standard class name
387 "id": headerClassName + index,
388 "class": headerClassName
391 // Appends a top level list item HTML element to the previously created HTML header
392 append(self._nestElements($(this), index));
394 // Add the created unordered list element to the HTML element calling the plugin
395 self.element.append(ul);
397 // Finds all of the HTML tags between the header and subheader elements
398 $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
400 // If there are no nested subheader elemements
401 if ($(this).find(self.options.selectors).length === 0) {
403 // Loops through all of the subheader elements
404 $(this).filter(self.options.selectors).each(function() {
406 //If the element matches the ignoreSelector then we skip it
407 if ($(this).is(ignoreSelector)) {
411 self._appendSubheaders.call(this, self, ul);
417 // If there are nested subheader elements
420 // Loops through all of the subheader elements
421 $(this).find(self.options.selectors).each(function() {
423 //If the element matches the ignoreSelector then we skip it
424 if ($(this).is(ignoreSelector)) {
428 self._appendSubheaders.call(this, self, ul);
440 _setActiveElement: function(pageload) {
444 hash = window.location.hash.substring(1),
446 elem = self.element.find('li[data-unique="' + hash + '"]');
450 // Removes highlighting from all of the list item's
451 self.element.find("." + self.focusClass).removeClass(self.focusClass);
453 // Highlights the current list item that was clicked
454 elem.addClass(self.focusClass);
456 // Triggers the click event on the currently focused TOC item
461 // Removes highlighting from all of the list item's
462 self.element.find("." + self.focusClass).removeClass(self.focusClass);
464 if (!hash.length && pageload && self.options.highlightDefault) {
466 // Highlights the first TOC item if no other items are highlighted
467 self.element.find(itemClass).first().addClass(self.focusClass);
479 // Helps create the table of contents list by appending nested list items
480 _nestElements: function(self, index) {
482 var arr, item, hashValue;
484 arr = $.grep(this.items, function(item) {
486 return item === self.text();
490 // If there is already a duplicate TOC item
493 // Adds the current TOC item text and index (for slight randomization) to the internal array
494 this.items.push(self.text() + index);
498 // If there not a duplicate TOC item
501 // Adds the current TOC item text to the internal array
502 this.items.push(self.text());
506 hashValue = this._generateHashValue(arr, self, index);
508 // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
511 // Sets a common class name to the list item
512 "class": itemClassName,
514 "data-unique": hashValue
518 if (this.options.theme !== "bootstrap3") {
520 item.append($("<a/>", {
528 item.html(self.html());
532 // Adds an HTML anchor tag before the currently traversed HTML element
533 self.before($("<div/>", {
535 // 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)
538 "data-unique": hashValue
546 // _generateHashValue
547 // ------------------
548 // Generates the hash value that will be used to refer to each item.
549 _generateHashValue: function(arr, self, index) {
552 hashGeneratorOption = this.options.hashGenerator;
554 if (hashGeneratorOption === "pretty") {
557 hashValue = self.text().toLowerCase().replace(/\s/g, "-");
559 // fix double hyphens
560 while (hashValue.indexOf("--") > -1) {
561 hashValue = hashValue.replace(/--/g, "-");
564 // fix colon-space instances
565 while (hashValue.indexOf(":-") > -1) {
566 hashValue = hashValue.replace(/:-/g, "-");
569 } else if (typeof hashGeneratorOption === "function") {
572 hashValue = hashGeneratorOption(self.text(), self);
576 // compact - the default
577 hashValue = self.text().replace(/\s/g, "");
581 // add the index if we need to
583 hashValue += "" + index;
593 // Helps create the table of contents list by appending subheader elements
595 _appendSubheaders: function(self, ul) {
597 // The current element index
598 var index = $(this).index(self.options.selectors),
600 // Finds the previous header DOM element
601 previousHeader = $(self.options.selectors).eq(index - 1),
603 currentTagName = +$(this).prop("tagName").charAt(1),
605 previousTagName = +previousHeader.prop("tagName").charAt(1),
609 // If the current header DOM element is smaller than the previous header DOM element or the first subheader
610 if (currentTagName < previousTagName) {
612 // Selects the last unordered list HTML found within the HTML element calling the plugin
613 self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
617 // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
618 else if (currentTagName === previousTagName) {
620 ul.find(itemClass).last().after(self._nestElements($(this), index));
624 // Selects the last unordered list HTML found within the HTML element calling the plugin
625 ul.find(itemClass).last().
627 // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
630 "class": subheaderClassName,
632 "data-tag": currentTagName
634 })).next(subheaderClass).
636 // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
637 append(self._nestElements($(this), index));
644 // Adds jQuery event handlers to the newly generated table of contents
645 _setEventHandlers: function() {
649 // Stores the plugin context in the self variable
652 // Instantiates a new variable that will be used to hold a specific element's context
655 // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
658 // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
659 this.element.on("click.tocify", "li", function(event) {
661 if (self.options.history) {
663 window.location.hash = $(this).attr("data-unique");
667 // Removes highlighting from all of the list item's
668 self.element.find("." + self.focusClass).removeClass(self.focusClass);
670 // Highlights the current list item that was clicked
671 $(this).addClass(self.focusClass);
673 // If the showAndHide option is true
674 if (self.options.showAndHide) {
676 var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
678 self._triggerShow(elem);
682 self._scrollTo($(this));
686 // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
687 this.element.find("li").on({
689 // Mouseenter event handler
690 "mouseenter.tocify": function() {
692 // Adds a hover CSS class to the current list item
693 $(this).addClass(self.hoverClass);
695 // Makes sure the cursor is set to the pointer icon
696 $(this).css("cursor", "pointer");
700 // Mouseleave event handler
701 "mouseleave.tocify": function() {
703 if (self.options.theme !== "bootstrap") {
705 // Removes the hover CSS class from the current list item
706 $(this).removeClass(self.hoverClass);
713 // only attach handler if needed (expensive in IE)
714 if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
715 // Window scroll event handler
716 $(window).on("scroll.tocify", function() {
718 // Once all animations on the page are complete, this callback function will be called
719 $("html, body").promise().done(function() {
723 // Stores how far the user has scrolled
724 var winScrollTop = $(window).scrollTop(),
726 // Stores the height of the window
727 winHeight = $(window).height(),
729 // Stores the height of the document
730 docHeight = $(document).height(),
732 scrollHeight = $("body")[0].scrollHeight,
734 // Instantiates a variable that will be used to hold a selected HTML element
743 if (self.options.extendPage) {
745 // If the user has scrolled to the bottom of the page and the last toc item is not focused
746 if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
748 if (!$(extendPageClass).length) {
750 lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
752 if (!lastElem.length) return;
754 // Gets the top offset of the page header that is linked to the last toc item
755 lastElemOffset = lastElem.offset().top;
757 // 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
758 $(self.options.context).append($("<div/>", {
760 "class": extendPageClassName,
762 "height": Math.abs(lastElemOffset - winScrollTop) + "px",
764 "data-unique": extendPageClassName
768 if (self.extendPageScroll) {
770 currentElem = self.element.find('li.' + self.focusClass);
772 self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
782 // The zero timeout ensures the following code is run after the scroll events
783 setTimeout(function() {
787 // Stores the distance to the closest anchor
788 var closestAnchorDistance = null,
790 // Stores the index of the closest anchor
791 closestAnchorIdx = null,
793 // Keeps a reference to all anchors
794 anchors = $(self.options.context).find("div[data-unique]"),
798 // Determines the index of the closest anchor
799 anchors.each(function(idx) {
800 var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
801 if (closestAnchorDistance == null || distance < closestAnchorDistance) {
802 closestAnchorDistance = distance;
803 closestAnchorIdx = idx;
809 anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
811 // Stores the list item HTML element that corresponds to the currently traversed anchor tag
812 elem = $('li[data-unique="' + anchorText + '"]');
814 // If the `highlightOnScroll` option is true and a next element is found
815 if (self.options.highlightOnScroll && elem.length) {
817 // Removes highlighting from all of the list item's
818 self.element.find("." + self.focusClass).removeClass(self.focusClass);
820 // Highlights the corresponding list item
821 elem.addClass(self.focusClass);
825 if (self.options.scrollHistory) {
827 if (window.location.hash !== "#" + anchorText) {
829 window.location.replace("#" + anchorText);
834 // If the `showAndHideOnScroll` option is true
835 if (self.options.showAndHideOnScroll && self.options.showAndHide) {
837 self._triggerShow(elem, true);
852 // Opens the current sub-header
853 show: function(elem, scroll) {
855 // Stores the plugin context in the `self` variable
859 // If the sub-header is not already visible
860 if (!elem.is(":visible")) {
862 // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
863 if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
865 // Sets the current element to all of the subheaders within the current header
866 elem = elem.parents(subheaderClass).add(elem);
870 // If the current element does not have any nested subheaders and is not a header
871 else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
873 // Sets the current element to the closest subheader
874 elem = elem.closest(subheaderClass);
878 //Determines what jQuery effect to use
879 switch (self.options.showEffect) {
888 //Uses the jQuery `show` special effect
891 elem.show(self.options.showEffectSpeed);
895 //Uses the jQuery `slideDown` special effect
898 elem.slideDown(self.options.showEffectSpeed);
902 //Uses the jQuery `fadeIn` special effect
905 elem.fadeIn(self.options.showEffectSpeed);
909 //If none of the above options were passed, then a `jQueryUI show effect` is expected
920 // If the current subheader parent element is a header
921 if (elem.parent().is(headerClass)) {
923 // Hides all non-active sub-headers
924 self.hide($(subheaderClass).not(elem));
928 // If the current subheader parent element is not a header
931 // Hides all non-active sub-headers
932 self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
936 // Maintains chainablity
943 // Closes the current sub-header
944 hide: function(elem) {
946 // Stores the plugin context in the `self` variable
949 //Determines what jQuery effect to use
950 switch (self.options.hideEffect) {
959 // Uses the jQuery `hide` special effect
962 elem.hide(self.options.hideEffectSpeed);
966 // Uses the jQuery `slideUp` special effect
969 elem.slideUp(self.options.hideEffectSpeed);
973 // Uses the jQuery `fadeOut` special effect
976 elem.fadeOut(self.options.hideEffectSpeed);
980 // If none of the above options were passed, then a `jqueryUI hide effect` is expected
989 // Maintains chainablity
995 // Determines what elements get shown on scroll and click
996 _triggerShow: function(elem, scroll) {
1000 // If the current element's parent is a header element or the next element is a nested subheader element
1001 if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
1003 // Shows the next sub-header element
1004 self.show(elem.next(subheaderClass), scroll);
1008 // If the current element's parent is a subheader element
1009 else if (elem.parent().is(subheaderClass)) {
1011 // Shows the parent sub-header element
1012 self.show(elem.parent(), scroll);
1016 // Maintains chainability
1023 // Adds CSS classes to the newly generated table of contents HTML
1024 _addCSSClasses: function() {
1026 // If the user wants a jqueryUI theme
1027 if (this.options.theme === "jqueryui") {
1029 this.focusClass = "ui-state-default";
1031 this.hoverClass = "ui-state-hover";
1033 //Adds the default styling to the dropdown list
1034 this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");
1038 // If the user wants a twitterBootstrap theme
1039 else if (this.options.theme === "bootstrap") {
1041 this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");
1043 this.focusClass = "active";
1047 // If the user wants a twitterBootstrap theme
1048 else if (this.options.theme === "bootstrap3") {
1050 this.element.find(headerClass + "," + subheaderClass).addClass("list-group");
1052 this.element.find(itemClass).addClass("list-group-item");
1054 this.focusClass = "active";
1058 // If a user does not want a prebuilt theme
1061 // Adds more neutral classes (instead of jqueryui)
1063 this.focusClass = tocFocusClassName;
1065 this.hoverClass = tocHoverClassName;
1069 //Maintains chainability
1076 // Sets a single Tocify option after the plugin is invoked
1077 setOption: function() {
1079 // Calls the jQueryUI Widget Factory setOption method
1080 $.Widget.prototype._setOption.apply(this, arguments);
1086 // Sets a single or multiple Tocify options after the plugin is invoked
1087 setOptions: function() {
1089 // Calls the jQueryUI Widget Factory setOptions method
1090 $.Widget.prototype._setOptions.apply(this, arguments);
1096 // Scrolls to a specific element
1097 _scrollTo: function(elem) {
1100 duration = self.options.smoothScroll || 0,
1101 scrollTo = self.options.scrollTo,
1102 currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');
1104 if (!currentDiv.length) {
1110 // Once all animations on the page are complete, this callback function will be called
1111 $("html, body").promise().done(function() {
1113 // Animates the html and body element scrolltops
1114 $("html, body").animate({
1116 // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
1117 "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"
1121 // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
1122 "duration": duration
1128 // Maintains chainability
1135 })); //end of plugin
1140 * jQuery Plugin: Sticky Tabs
1142 * @author Aidan Lister <aidan@php.net>
1143 * adapted by Ruben Arslan to activate parent tabs too
1144 * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
1148 $.fn.rmarkdownStickyTabs = function() {
1150 // Show the tab corresponding with the hash in the URL, or the first tab
1151 var showStuffFromHash = function() {
1152 var hash = window.location.hash;
1153 var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
1154 var $selector = $(selector, context);
1155 if($selector.data('toggle') === "tab") {
1156 $selector.tab('show');
1157 // walk up the ancestors of this element, show any hidden tabs
1158 $selector.parents('.section.tabset').each(function(i, elm) {
1159 var link = $('a[href="#' + $(elm).attr('id') + '"]');
1160 if(link.data('toggle') === "tab") {
1168 // Set the correct tab when the page loads
1169 showStuffFromHash(context);
1171 // Set the correct tab when a user uses their back/forward button
1172 $(window).on('hashchange', function() {
1173 showStuffFromHash(context);
1176 // Change the URL when tabs are clicked
1177 $('a', context).on('click', function(e) {
1178 history.pushState(null, null, this.href);
1179 showStuffFromHash(context);
1186 window.buildTabsets = function(tocID) {
1188 // build a tabset from a section div with the .tabset class
1189 function buildTabset(tabset) {
1191 // check for fade and pills options
1192 var fade = tabset.hasClass("tabset-fade");
1193 var pills = tabset.hasClass("tabset-pills");
1194 var navClass = pills ? "nav-pills" : "nav-tabs";
1196 // determine the heading level of the tabset and tabs
1197 var match = tabset.attr('class').match(/level(\d) /);
1200 var tabsetLevel = Number(match[1]);
1201 var tabLevel = tabsetLevel + 1;
1203 // find all subheadings immediately below
1204 var tabs = tabset.find("div.section.level" + tabLevel);
1208 // create tablist and tab-content elements
1209 var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
1210 $(tabs[0]).before(tabList);
1211 var tabContent = $('<div class="tab-content"></div>');
1212 $(tabs[0]).before(tabContent);
1216 tabs.each(function(i) {
1219 var tab = $(tabs[i]);
1221 // get the id then sanitize it for use with bootstrap tabs
1222 var id = tab.attr('id');
1224 // see if this is marked as the active tab
1225 if (tab.hasClass('active'))
1228 // remove any table of contents entries associated with
1229 // this ID (since we'll be removing the heading element)
1230 $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
1232 // sanitize the id for use with bootstrap tabs
1233 id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
1236 // get the heading element within it, grab it's text, then remove it
1237 var heading = tab.find('h' + tabLevel + ':first');
1238 var headingText = heading.html();
1241 // build and append the tab list item
1242 var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
1243 a.attr('href', '#' + id);
1244 a.attr('aria-controls', id);
1245 var li = $('<li role="presentation"></li>');
1249 // set it's attributes
1250 tab.attr('role', 'tabpanel');
1251 tab.addClass('tab-pane');
1252 tab.addClass('tabbed-pane');
1254 tab.addClass('fade');
1256 // move it into the tab content div
1257 tab.detach().appendTo(tabContent);
1261 $(tabList.children('li')[activeTab]).addClass('active');
1262 var active = $(tabContent.children('div.section')[activeTab]);
1263 active.addClass('active');
1265 active.addClass('in');
1267 if (tabset.hasClass("tabset-sticky"))
1268 tabset.rmarkdownStickyTabs();
1271 // convert section divs with the .tabset class to tabsets
1272 var tabsets = $("div.section.tabset");
1273 tabsets.each(function(i) {
1274 buildTabset($(tabsets[i]));
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1534 <h1 class="title toc-ignore">Problem set 8: Worked solutions</h1>
1535 <h3 class="subtitle">Statistics and statistical programming<br />
1536 Northwestern University<br />
1538 <h4 class="author">Aaron Shaw</h4>
1539 <h4 class="date">November 23, 2020</h4>
1544 <div id="import-libraries" class="section level1">
1545 <h1>Import libraries</h1>
1546 <p>I’ll start by loading some useful libraries…</p>
1547 <pre class="r"><code>library(openintro)
1550 library(haven)</code></pre>
1552 <div id="part-i-mario-kart-replicationextension" class="section level1">
1553 <h1>Part I: Mario kart replication/extension</h1>
1554 <div id="import-data-and-setup" class="section level2">
1555 <h2>Import data and setup</h2>
1556 <pre class="r"><code>data(mariokart)
1558 mariokart</code></pre>
1559 <pre><code>## # A tibble: 143 x 12
1560 ## id duration n_bids cond start_pr ship_pr total_pr ship_sp seller_rate
1561 ## <dbl> <int> <int> <fct> <dbl> <dbl> <dbl> <fct> <int>
1562 ## 1 1.50e11 3 20 new 0.99 4 51.6 standa… 1580
1563 ## 2 2.60e11 7 13 used 0.99 3.99 37.0 firstC… 365
1564 ## 3 3.20e11 3 16 new 0.99 3.5 45.5 firstC… 998
1565 ## 4 2.80e11 3 18 new 0.99 0 44 standa… 7
1566 ## 5 1.70e11 1 20 new 0.01 0 71 media 820
1567 ## 6 3.60e11 3 19 new 0.99 4 45 standa… 270144
1568 ## 7 1.20e11 1 13 used 0.01 0 37.0 standa… 7284
1569 ## 8 3.00e11 1 15 new 1 2.99 54.0 upsGro… 4858
1570 ## 9 2.00e11 3 29 used 0.99 4 47 priori… 27
1571 ## 10 3.30e11 7 8 used 20.0 4 50 firstC… 201
1572 ## # … with 133 more rows, and 3 more variables: stock_photo <fct>, wheels <int>,
1573 ## # title <fct></code></pre>
1574 <p>To make things a bit easier to manage, I’ll select the variables I want to use in the analysis and do some cleanup. Note that I convert the <code>cond_new</code> and <code>stock_photo</code> variables to logical <code>TRUE/FALSE</code> values first (using boolean comparisons) and then coerce them to be numeric values (using <code>as.numeric()</code>). This results in 1/0 values corresponding to the observations shown/described in Figure 9.13 and 9.14 on p. 365 of the textbook.</p>
1575 <pre class="r"><code>mariokart <- mariokart %>%
1577 price = total_pr, cond_new = cond, stock_photo, duration, wheels
1580 cond_new = as.numeric(cond_new == "new"),
1581 stock_photo = as.numeric(stock_photo == "yes")
1584 mariokart</code></pre>
1585 <pre><code>## # A tibble: 143 x 5
1586 ## price cond_new stock_photo duration wheels
1587 ## <dbl> <dbl> <dbl> <int> <int>
1598 ## # … with 133 more rows</code></pre>
1599 <p>Now let’s summarize and explore the variables in our model. I’ll calculate summary statistics for each, univariate density plots for the continuous measures, boxplots for the dichotomous indicators, and some bivariate plots with each predictor and the outcome variable.</p>
1600 <pre class="r"><code>summary(mariokart)</code></pre>
1601 <pre><code>## price cond_new stock_photo duration
1602 ## Min. : 28.98 Min. :0.0000 Min. :0.0000 Min. : 1.000
1603 ## 1st Qu.: 41.17 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.: 1.000
1604 ## Median : 46.50 Median :0.0000 Median :1.0000 Median : 3.000
1605 ## Mean : 49.88 Mean :0.4126 Mean :0.7343 Mean : 3.769
1606 ## 3rd Qu.: 53.99 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.: 7.000
1607 ## Max. :326.51 Max. :1.0000 Max. :1.0000 Max. :10.000
1614 ## Max. :4.000</code></pre>
1615 <pre class="r"><code>sd(mariokart$price)</code></pre>
1616 <pre><code>## [1] 25.68856</code></pre>
1617 <pre class="r"><code>sd(mariokart$duration)</code></pre>
1618 <pre><code>## [1] 2.585693</code></pre>
1619 <pre class="r"><code>sd(mariokart$wheels)</code></pre>
1620 <pre><code>## [1] 0.8471829</code></pre>
1621 <pre class="r"><code>qplot(data = mariokart, x = price, geom = "density")</code></pre>
1622 <p><img src="data:image/png;base64,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" width="672" /></p>
1623 <pre class="r"><code>qplot(data = mariokart, y = price, geom = "boxplot") # check out the outliers!</code></pre>
1624 <p><img src="data:image/png;base64,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" width="672" /></p>
1625 <pre class="r"><code>qplot(data = mariokart, x = duration, geom = "density")</code></pre>
1626 <p><img src="data:image/png;base64,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" width="672" /></p>
1627 <pre class="r"><code>qplot(data = mariokart, x = wheels, geom = "density")</code></pre>
1628 <p><img src="data:image/png;base64,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" width="672" /></p>
1629 <pre class="r"><code>ggplot(data = mariokart, aes(cond_new, price)) +
1630 geom_boxplot()</code></pre>
1631 <pre><code>## Warning: Continuous x aesthetic -- did you forget aes(group=...)?</code></pre>
1632 <p><img 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" width="672" /></p>
1633 <pre class="r"><code>ggplot(data = mariokart, aes(stock_photo, price)) +
1634 geom_boxplot()</code></pre>
1635 <pre><code>## Warning: Continuous x aesthetic -- did you forget aes(group=...)?</code></pre>
1636 <p><img 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" width="672" /></p>
1637 <pre class="r"><code>ggplot(data = mariokart, aes(duration, price)) +
1638 geom_point()</code></pre>
1639 <p><img src="data:image/png;base64,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" width="672" /></p>
1640 <pre class="r"><code>ggplot(data = mariokart, aes(wheels, price)) +
1641 geom_point()</code></pre>
1642 <p><img src="data:image/png;base64,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" width="672" /></p>
1643 <p>I’m also going to calculate correlation coefficients for all of the variables. We can discuss what to make of this in class:</p>
1644 <pre class="r"><code>cor(mariokart)</code></pre>
1645 <pre><code>## price cond_new stock_photo duration wheels
1646 ## price 1.00000000 0.1273624 -0.08987876 -0.04123545 0.32998375
1647 ## cond_new 0.12736236 1.0000000 0.37554707 -0.48174393 0.42629801
1648 ## stock_photo -0.08987876 0.3755471 1.00000000 -0.36722999 0.06714198
1649 ## duration -0.04123545 -0.4817439 -0.36722999 1.00000000 -0.29947345
1650 ## wheels 0.32998375 0.4262980 0.06714198 -0.29947345 1.00000000</code></pre>
1652 <div id="replicate-model-results" class="section level2">
1653 <h2>Replicate model results</h2>
1654 <p>Based on the information in the textbook, I’m assuming that the model is an ordinary least squares regression.</p>
1655 <pre class="r"><code>model <- lm(price ~ cond_new + stock_photo + duration + wheels, data = mariokart)
1656 summary(model)</code></pre>
1659 ## lm(formula = price ~ cond_new + stock_photo + duration + wheels,
1660 ## data = mariokart)
1663 ## Min 1Q Median 3Q Max
1664 ## -19.485 -6.511 -2.530 1.836 263.025
1667 ## Estimate Std. Error t value Pr(>|t|)
1668 ## (Intercept) 40.9385 7.3607 5.562 1.34e-07 ***
1669 ## cond_new 2.5816 5.2272 0.494 0.622183
1670 ## stock_photo -6.7542 5.1729 -1.306 0.193836
1671 ## duration 0.3788 0.9388 0.403 0.687206
1672 ## wheels 9.9476 2.7184 3.659 0.000359 ***
1674 ## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
1676 ## Residual standard error: 24.4 on 138 degrees of freedom
1677 ## Multiple R-squared: 0.1235, Adjusted R-squared: 0.09808
1678 ## F-statistic: 4.86 on 4 and 138 DF, p-value: 0.001069</code></pre>
1679 <p>Huh, that doesn’t quite look like what’s in the textbook Figure 9.15…</p>
1680 <p>I’ll go ahead and calculate a confidence interval around the only parameter for which the model rejects the null hypothesis (<code>wheels</code>):</p>
1681 <pre class="r"><code>confint(model, "wheels")</code></pre>
1682 <pre><code>## 2.5 % 97.5 %
1683 ## wheels 4.572473 15.32278</code></pre>
1684 <p>Without more information from the authors of the textbook it’s very hard to determine exactly where or why the differences emerge. My guess at this point is that it might have something to do with those outlying <code>price</code> values (take a look at that boxplot and density plot again). Maybe they did something to transform the variable? Remove the outliers? I have no idea.</p>
1686 <div id="assess-model-fitassumptions" class="section level2">
1687 <h2>Assess model fit/assumptions</h2>
1688 <p>I’ve already generated a bunch of univariate and bivariate summaries and plots. Let’s inspect the residuals more closely to see what else we can learn. I’ll use the <code>autoplot()</code> function from the <code>ggfortify</code> package.</p>
1689 <pre class="r"><code>autoplot(model)</code></pre>
1690 <pre><code>## Warning: `arrange_()` is deprecated as of dplyr 0.7.0.
1691 ## Please use `arrange()` instead.
1692 ## See vignette('programming') for more help
1693 ## This warning is displayed once every 8 hours.
1694 ## Call `lifecycle::last_warnings()` to see where this warning was generated.</code></pre>
1695 <p><img 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width="672" /></p>
1696 <p>There are those outliers again. At this point, there are a number of issues with this model fit that I’d want to mention/consider: * The distribution of the dependent variable (<code>price</code>) is skewed, with two extreme outliers. I’d recommend trying some transformations to see if it would look more appropriate for a linear regression and/or inspecting the cases that produced the outlying values more closely to understand what’s happening there and identify reasons why they’re so different. * The plots of the residuals reveal those same two outlying points are also outliers with respect to the line of best fit. That said, they are not exerting huge amounts of leverage on the estimates, so it’s possible that the estimates from the fitted model wouldn’t change <em>too much</em> without those two points. Indeed, based on the degrees of freedom reported in Figure 9.15 (136) vs. the number reported in our version of the model (138) my best guess at this point is that the textbook authors silently dropped those two outlying observations from their model.</p>
1697 <p>More out of curiosity than anything, I’ll create a version of the model that drops the two largest values of price. From the plots, I can see that those two are the only ones above $100, so I’ll use that information here:</p>
1698 <pre class="r"><code>summary(
1699 lm(price ~ cond_new + stock_photo + duration + wheels,
1700 data = mariokart[mariokart$price < 100, ]
1705 ## lm(formula = price ~ cond_new + stock_photo + duration + wheels,
1706 ## data = mariokart[mariokart$price < 100, ])
1709 ## Min 1Q Median 3Q Max
1710 ## -11.3788 -2.9854 -0.9654 2.6915 14.0346
1713 ## Estimate Std. Error t value Pr(>|t|)
1714 ## (Intercept) 36.21097 1.51401 23.917 < 2e-16 ***
1715 ## cond_new 5.13056 1.05112 4.881 2.91e-06 ***
1716 ## stock_photo 1.08031 1.05682 1.022 0.308
1717 ## duration -0.02681 0.19041 -0.141 0.888
1718 ## wheels 7.28518 0.55469 13.134 < 2e-16 ***
1720 ## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
1722 ## Residual standard error: 4.901 on 136 degrees of freedom
1723 ## Multiple R-squared: 0.719, Adjusted R-squared: 0.7108
1724 ## F-statistic: 87.01 on 4 and 136 DF, p-value: < 2.2e-16</code></pre>
1725 <p>What do you know. That was it. The difference in <span class="math inline">\(R^2\)</span> is huge!</p>
1726 <p>A little further digging (by Nick Vincent) revealed that these two outliers come from auctions where the Mario kart game was being sold as part of a bundle along with other games. You can look this up in the <code>title</code> field from the original dataset using the following block of code:</p>
1727 <pre class="r"><code>data(mariokart)
1730 filter(total_pr > 100) %>%
1731 select(id, total_pr, title)</code></pre>
1732 <pre><code>## # A tibble: 2 x 3
1733 ## id total_pr title
1734 ## <dbl> <dbl> <fct>
1735 ## 1 110439174663 327. "Nintedo Wii Console Bundle Guitar Hero 5 Mario Kart "
1736 ## 2 130335427560 118. "10 Nintendo Wii Games - MarioKart Wii, SpiderMan 3, et…</code></pre>
1737 <p>What do you make of the textbook authors’ decision to drop the observations? Can you make a case for/against doing so? What seems like the right decision and the best way to handle this kind of situation?</p>
1739 <div id="interpret-some-results" class="section level2">
1740 <h2>Interpret some results</h2>
1741 <p>The issues above notwithstanding, we can march ahead and interpret the results of the original model that I fit. Here are some general comments and some specifically focused on the <code>cond_new</code> and <code>stock_photo</code> variables: * Overall, the linear model regressing total auction price on condition, stock photo, duration, and number of Wii wheels shows evidence of a positive, significant relationship between number of wheels and price. According to this model fit, an increase of 1 wheel in a listing is associated with a total auction price increase of $10 on average (95% confindence interval: $4.57-$15.32). * The point estimate for selling a new condition game is positive, but with a large standard error. The model fails to reject the null of no association and provides no evidence of any relationship between the game condition and auction price. * The point estimate for including a stock photo is negative, but again, the standard error is very large and the model fails to reject the null hypothesis. There is no evidence of any relationship between including a stock photo and the final auction price.</p>
1743 <div id="recommendations" class="section level2">
1744 <h2>Recommendations</h2>
1745 <p>Based on this model result, I’d recommend the prospective vendor of a <strong>used</strong> copy of the game not worry about it too much unless they can get their hands on some extra Wii wheels, since it seems like the number of Wii wheels explains variations in the auction price outcome more than anything else they can control (such as whether or not a stock photo is included).</p>
1748 <div id="part-ii-hypothetical-study" class="section level1">
1749 <h1>Part II: Hypothetical study</h1>
1750 <div id="import-explore-summarize" class="section level2">
1751 <h2>Import, explore, summarize</h2>
1752 <p>I’ll start off by just importing things and summarizing the different variables we care about here:</p>
1753 <pre class="r"><code>grads <- readRDS(url("https://communitydata.science/~ads/teaching/2020/stats/data/week_11/grads.rds"))
1755 summary(grads)</code></pre>
1756 <pre><code>## id cohort gpa income
1757 ## Min. : 1.0 cohort_01:142 Min. : 0.01512 Min. :15.56
1758 ## 1st Qu.: 462.2 cohort_02:142 1st Qu.:22.56107 1st Qu.:41.07
1759 ## Median : 923.5 cohort_03:142 Median :47.59445 Median :52.59
1760 ## Mean : 923.5 cohort_04:142 Mean :47.83510 Mean :54.27
1761 ## 3rd Qu.:1384.8 cohort_05:142 3rd Qu.:71.81078 3rd Qu.:67.28
1762 ## Max. :1846.0 cohort_06:142 Max. :99.69468 Max. :98.29
1763 ## (Other) :994</code></pre>
1764 <pre class="r"><code>table(grads$cohort)</code></pre>
1766 ## cohort_01 cohort_02 cohort_03 cohort_04 cohort_05 cohort_06 cohort_07 cohort_08
1767 ## 142 142 142 142 142 142 142 142
1768 ## cohort_09 cohort_10 cohort_11 cohort_12 cohort_13
1769 ## 142 142 142 142 142</code></pre>
1770 <pre class="r"><code>sd(grads$gpa)</code></pre>
1771 <pre><code>## [1] 26.84777</code></pre>
1772 <pre class="r"><code>sd(grads$income)</code></pre>
1773 <pre><code>## [1] 16.713</code></pre>
1774 <pre class="r"><code>qplot(data = grads, x = gpa, geom = "density")</code></pre>
1775 <p><img src="data:image/png;base64,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" width="672" /></p>
1776 <pre class="r"><code>qplot(data = grads, x = income, geom = "density")</code></pre>
1777 <p><img src="data:image/png;base64,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" width="672" /></p>
1778 <pre class="r"><code>ggplot(data = grads, aes(x = gpa, y = income)) +
1779 geom_point()</code></pre>
1780 <p><img src="data:image/png;base64,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" width="672" /></p>
1781 <p>I’ll also calculate some summary statistics and visual comparisons within districts (cohorts):</p>
1782 <pre class="r"><code>tapply(grads$income, grads$cohort, summary)</code></pre>
1783 <pre><code>## $cohort_01
1784 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1785 ## 27.02 41.03 56.53 54.27 68.71 86.44
1788 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1789 ## 25.44 50.36 50.98 54.26 75.20 77.95
1792 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1793 ## 20.21 42.81 54.26 54.27 64.49 95.26
1796 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1797 ## 22.00 42.29 53.07 54.26 66.77 98.29
1800 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1801 ## 30.45 49.96 50.36 54.27 69.50 89.50
1804 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1805 ## 17.89 41.54 54.17 54.27 63.95 96.08
1808 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1809 ## 31.11 40.09 47.14 54.26 71.86 85.45
1812 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1813 ## 22.31 44.10 53.33 54.26 64.74 98.21
1816 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1817 ## 15.56 39.72 53.34 54.27 69.15 91.64
1820 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1821 ## 27.44 35.52 64.55 54.27 67.45 77.92
1824 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1825 ## 19.29 41.63 53.84 54.27 64.80 91.74
1828 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1829 ## 21.86 43.38 54.02 54.27 64.97 85.66
1832 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1833 ## 18.11 42.89 53.14 54.27 64.47 95.59</code></pre>
1834 <pre class="r"><code>tapply(grads$income, grads$cohort, sd)</code></pre>
1835 <pre><code>## cohort_01 cohort_02 cohort_03 cohort_04 cohort_05 cohort_06 cohort_07 cohort_08
1836 ## 16.76896 16.76774 16.76885 16.76590 16.76996 16.76670 16.76996 16.76514
1837 ## cohort_09 cohort_10 cohort_11 cohort_12 cohort_13
1838 ## 16.76982 16.77000 16.76924 16.76001 16.76676</code></pre>
1839 <pre class="r"><code>tapply(grads$gpa, grads$cohort, summary)</code></pre>
1840 <pre><code>## $cohort_01
1841 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1842 ## 14.37 20.37 50.11 47.84 63.55 92.21
1845 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1846 ## 15.77 17.11 51.30 47.84 82.88 94.25
1849 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1850 ## 5.646 24.756 45.292 47.831 70.856 99.580
1853 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1854 ## 10.46 30.48 50.47 47.83 70.35 90.46
1857 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1858 ## 2.735 22.753 47.114 47.837 65.845 99.695
1861 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1862 ## 14.91 22.92 32.50 47.84 75.94 87.15
1865 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1866 ## 4.578 23.471 39.876 47.840 73.610 97.838
1869 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1870 ## 2.949 25.288 46.026 47.832 68.526 99.487
1873 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1874 ## 0.01512 24.62589 47.53527 47.83472 71.80315 97.47577
1877 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1878 ## 0.217 24.347 46.279 47.832 67.568 99.284
1881 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1882 ## 9.692 26.245 47.383 47.831 72.533 85.876
1885 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1886 ## 16.33 18.35 51.03 47.84 77.78 85.58
1889 ## Min. 1st Qu. Median Mean 3rd Qu. Max.
1890 ## 0.3039 27.8409 46.4013 47.8359 68.4394 99.6442</code></pre>
1891 <pre class="r"><code>tapply(grads$gpa, grads$cohort, sd)</code></pre>
1892 <pre><code>## cohort_01 cohort_02 cohort_03 cohort_04 cohort_05 cohort_06 cohort_07 cohort_08
1893 ## 26.93027 26.93019 26.93861 26.93988 26.93768 26.94000 26.93000 26.93540
1894 ## cohort_09 cohort_10 cohort_11 cohort_12 cohort_13
1895 ## 26.93974 26.93790 26.93573 26.93004 26.93610</code></pre>
1896 <p>Note that you could also do this pretty easily with a call to <code>group_by</code> and <code>summarize</code> in the tidyverse:</p>
1897 <pre class="r"><code>grads %>%
1898 group_by(cohort) %>%
1902 mean = mean(income),
1906 <pre><code>## # A tibble: 13 x 6
1907 ## cohort n min mean max sd
1908 ## <fct> <int> <dbl> <dbl> <dbl> <dbl>
1909 ## 1 cohort_01 142 27.0 54.3 86.4 16.8
1910 ## 2 cohort_02 142 25.4 54.3 78.0 16.8
1911 ## 3 cohort_03 142 20.2 54.3 95.3 16.8
1912 ## 4 cohort_04 142 22.0 54.3 98.3 16.8
1913 ## 5 cohort_05 142 30.4 54.3 89.5 16.8
1914 ## 6 cohort_06 142 17.9 54.3 96.1 16.8
1915 ## 7 cohort_07 142 31.1 54.3 85.4 16.8
1916 ## 8 cohort_08 142 22.3 54.3 98.2 16.8
1917 ## 9 cohort_09 142 15.6 54.3 91.6 16.8
1918 ## 10 cohort_10 142 27.4 54.3 77.9 16.8
1919 ## 11 cohort_11 142 19.3 54.3 91.7 16.8
1920 ## 12 cohort_12 142 21.9 54.3 85.7 16.8
1921 ## 13 cohort_13 142 18.1 54.3 95.6 16.8</code></pre>
1922 <pre class="r"><code>grads %>%
1923 group_by(cohort) %>%
1931 <pre><code>## # A tibble: 13 x 6
1932 ## cohort n min mean max sd
1933 ## <fct> <int> <dbl> <dbl> <dbl> <dbl>
1934 ## 1 cohort_01 142 14.4 47.8 92.2 26.9
1935 ## 2 cohort_02 142 15.8 47.8 94.2 26.9
1936 ## 3 cohort_03 142 5.65 47.8 99.6 26.9
1937 ## 4 cohort_04 142 10.5 47.8 90.5 26.9
1938 ## 5 cohort_05 142 2.73 47.8 99.7 26.9
1939 ## 6 cohort_06 142 14.9 47.8 87.2 26.9
1940 ## 7 cohort_07 142 4.58 47.8 97.8 26.9
1941 ## 8 cohort_08 142 2.95 47.8 99.5 26.9
1942 ## 9 cohort_09 142 0.0151 47.8 97.5 26.9
1943 ## 10 cohort_10 142 0.217 47.8 99.3 26.9
1944 ## 11 cohort_11 142 9.69 47.8 85.9 26.9
1945 ## 12 cohort_12 142 16.3 47.8 85.6 26.9
1946 ## 13 cohort_13 142 0.304 47.8 99.6 26.9</code></pre>
1947 <p>Huh. Those are remarkably similar values for the group means and the group standard deviations…weird.</p>
1948 <p>Onwards to plotting:</p>
1949 <pre class="r"><code>ggplot(data = grads, aes(x = cohort, y = income)) +
1950 geom_boxplot()</code></pre>
1951 <p><img src="data:image/png;base64,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" width="672" /></p>
1952 <pre class="r"><code>ggplot(data = grads, aes(x = gpa, y = income, color = cohort)) +
1953 geom_point()</code></pre>
1954 <p><img 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width="672" /></p>
1955 <p>Those plots are also a little strange. Even though this is just a simulated analysis, it still seems weird that overall the scatterplot just looks like a big mass of points, but when I color the points by district, I can see some regularities within groups. At this point, I might want to facet the scatterplots by district to see any patterns more clearly.</p>
1956 <pre class="r"><code>ggplot(data = grads, aes(x = gpa, y = income, color = cohort)) +
1958 facet_wrap(vars(cohort))</code></pre>
1959 <p><img 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" width="672" /></p>
1960 <p>Okay, that’s…a joke (in particular, cohort 8 looks like a sideways dinosaur). At this point, if I were really working as a consultant on this project, I would write to the client and start asking some probing questions about data quality (who collected this data? how did it get recorded/stored/etc.? what quality controls were in place?). I would also feel obligated to tell them that I suspect there’s just no way the data correspond to the variables they think are here. If you did that and the client was honest, they might tell you <a href="https://www.autodesk.com/research/publications/same-stats-different-graphs">where the data actually came from</a>.</p>
1961 <p>In the event that you marched ahead with the analysis and are curious about what that could have looked like, I’ve provided some example code below. That said, <strong>this is a situation where the assumptions and conditions necessary to identify ANOVA, t-tests, or regression are all pretty broken</strong> because the data was generated programmatically in ways that undermine the kinds of interpretation you’ve been asked to make. The best response here (IMHO) is to abandon these kinds of analysis once you discover that there’s something systematically weird going on like this. While the experience of discovering a scatterplot dinosaur in your data is…unlikely outside of the context of a problem set, there are many situations in which careful data exploration will bring a realization that you just don’t understand some important things about the sources or qualities of your data. You have to learn to identify these moments and develop strategies for dealing with them! Often, the statistical procedures will “work” in the sense that they will return a result without any apparent errors, but because those results aren’t even close to meaningful, any relationships you do observe in the data reflect something different than the sorts of relationships the statistical procedures were designed to identify.</p>
1963 <div id="fake-analysis-for-fake-data" class="section level2">
1964 <h2>Fake analysis for fake data</h2>
1965 <p>Okay, if you wanted example code to look at for this, here it is. Please just keep in mind that the results are not informative!</p>
1966 <pre class="r"><code>summary(aov(income ~ cohort, data = grads)) # no global differences of means across groups</code></pre>
1967 <pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
1968 ## cohort 12 0 0.0 0 1
1969 ## Residuals 1833 515354 281.1</code></pre>
1970 <pre class="r"><code>summary(grads.model <- lm(income ~ gpa + cohort, data = grads)) # gpa percentile has a small, negative association with income.</code></pre>
1973 ## lm(formula = income ~ gpa + cohort, data = grads)
1976 ## Min 1Q Median 3Q Max
1977 ## -37.381 -13.259 -1.536 13.000 43.362
1980 ## Estimate Std. Error t value Pr(>|t|)
1981 ## (Intercept) 5.623e+01 1.567e+00 35.894 < 2e-16 ***
1982 ## gpa -4.110e-02 1.451e-02 -2.832 0.00468 **
1983 ## cohortcohort_02 -7.026e-03 1.986e+00 -0.004 0.99718
1984 ## cohortcohort_03 -1.790e-03 1.986e+00 -0.001 0.99928
1985 ## cohortcohort_04 -6.281e-03 1.986e+00 -0.003 0.99748
1986 ## cohortcohort_05 2.481e-03 1.986e+00 0.001 0.99900
1987 ## cohortcohort_06 1.296e-03 1.986e+00 0.001 0.99948
1988 ## cohortcohort_07 -7.184e-03 1.986e+00 -0.004 0.99711
1989 ## cohortcohort_08 -4.368e-03 1.986e+00 -0.002 0.99825
1990 ## cohortcohort_09 -1.440e-03 1.986e+00 -0.001 0.99942
1991 ## cohortcohort_10 -7.512e-04 1.986e+00 0.000 0.99970
1992 ## cohortcohort_11 1.030e-03 1.986e+00 0.001 0.99959
1993 ## cohortcohort_12 -9.652e-05 1.986e+00 0.000 0.99996
1994 ## cohortcohort_13 3.578e-04 1.986e+00 0.000 0.99986
1996 ## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
1998 ## Residual standard error: 16.74 on 1832 degrees of freedom
1999 ## Multiple R-squared: 0.004359, Adjusted R-squared: -0.002707
2000 ## F-statistic: 0.6169 on 13 and 1832 DF, p-value: 0.8419</code></pre>
2001 <pre class="r"><code>confint(grads.model, "gpa") # 95% confidence interval</code></pre>
2002 <pre><code>## 2.5 % 97.5 %
2003 ## gpa -0.06955974 -0.01263512</code></pre>
2004 <p>Note that the failure to reject the null of any association between district and income in the ANOVA would not (even in the event of more realistic data) provide very compelling evidence that the relationship between GPA and income does not vary by cohort. There were several things you might have done here. One is to calculate correlation coefficients within groups. Here’s some tidyverse code that does that:</p>
2005 <pre class="r"><code>grads %>%
2006 group_by(cohort) %>%
2008 correlation = cor(income, gpa)
2010 <pre><code>## # A tibble: 13 x 2
2011 ## cohort correlation
2012 ## <fct> <dbl>
2013 ## 1 cohort_01 -0.0630
2014 ## 2 cohort_02 -0.0603
2015 ## 3 cohort_03 -0.0686
2016 ## 4 cohort_04 -0.0617
2017 ## 5 cohort_05 -0.0694
2018 ## 6 cohort_06 -0.0685
2019 ## 7 cohort_07 -0.0656
2020 ## 8 cohort_08 -0.0645
2021 ## 9 cohort_09 -0.0641
2022 ## 10 cohort_10 -0.0666
2023 ## 11 cohort_11 -0.0686
2024 ## 12 cohort_12 -0.0683
2025 ## 13 cohort_13 -0.0690</code></pre>
2026 <p>Because these correlation coefficients are nearly identical, I would likely end an analysis here and conclude that the correlation between gpa and income appears to be consistently small and negative. If you wanted to go further, you could theoretically calculate an interaction term in the model (by including <code>I(gpa*cohort)</code> in the model formula), but the analysis up to this point gives no indication that you’d be likely to find much of anything (and we haven’t really talked about interactions yet). On top of that, there’s a literal dinosaur lurking in your data…just give up!</p>
2029 <div id="part-iii-trick-or-treating-again" class="section level1">
2030 <h1>Part III: Trick or treating again</h1>
2031 <div id="import-and-update-data" class="section level2">
2032 <h2>Import and update data</h2>
2033 <p>Revisit the text and worked solutions for problem set 7 for more details about the study design, data collection and more.</p>
2034 <pre class="r"><code>## reminder that the "read_dta()" function requires the "haven" library
2036 df <- read_dta(url("https://communitydata.science/~ads/teaching/2020/stats/data/week_07/Halloween2012-2014-2015_PLOS.dta"))
2040 obama = as.logical(obama),
2041 fruit = as.logical(fruit),
2042 year = as.factor(year),
2043 male = as.logical(male),
2044 age = age - mean(age, na.rm = T)
2048 <pre><code>## # A tibble: 1,223 x 7
2049 ## obama fruit year age male neob treat_year
2050 ## <lgl> <lgl> <fct> <dbl> <lgl> <dbl> <dbl>
2051 ## 1 FALSE FALSE 2014 -2.52 FALSE 1 4
2052 ## 2 FALSE TRUE 2014 -3.52 FALSE 1 4
2053 ## 3 FALSE FALSE 2014 0.480 TRUE 1 4
2054 ## 4 FALSE FALSE 2014 -3.52 TRUE 1 4
2055 ## 5 FALSE FALSE 2014 -1.52 FALSE 1 4
2056 ## 6 FALSE FALSE 2014 0.480 FALSE 1 4
2057 ## 7 FALSE FALSE 2014 1.48 TRUE 1 4
2058 ## 8 FALSE TRUE 2014 -3.52 FALSE 1 4
2059 ## 9 FALSE FALSE 2014 -0.520 TRUE 1 4
2060 ## 10 FALSE TRUE 2014 -1.52 FALSE 1 4
2061 ## # … with 1,213 more rows</code></pre>
2062 <p>That looks consistent with what we want here. Let’s fit and summarize the model:</p>
2063 <pre class="r"><code>f <- formula(fruit ~ obama + age + male + year)
2065 fit <- glm(f, data = df, family = binomial("logit"))
2067 summary(fit)</code></pre>
2070 ## glm(formula = f, family = binomial("logit"), data = df)
2072 ## Deviance Residuals:
2073 ## Min 1Q Median 3Q Max
2074 ## -0.9079 -0.7853 -0.7319 1.4685 1.8134
2077 ## Estimate Std. Error z value Pr(>|z|)
2078 ## (Intercept) -1.2509167 0.2180417 -5.737 9.63e-09 ***
2079 ## obamaTRUE 0.2355872 0.1385821 1.700 0.0891 .
2080 ## age 0.0109508 0.0214673 0.510 0.6100
2081 ## maleTRUE -0.1401293 0.1329172 -1.054 0.2918
2082 ## year2014 0.0002101 0.2215401 0.001 0.9992
2083 ## year2015 0.2600857 0.2107893 1.234 0.2173
2085 ## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
2087 ## (Dispersion parameter for binomial family taken to be 1)
2089 ## Null deviance: 1374.9 on 1220 degrees of freedom
2090 ## Residual deviance: 1367.2 on 1215 degrees of freedom
2091 ## (2 observations deleted due to missingness)
2094 ## Number of Fisher Scoring iterations: 4</code></pre>
2095 <p>Interesting. Looks like adjusting for these other variables in a regression setting allows us to uncover some different the results.</p>
2096 <p>Onwards to generating more interpretable results. You might recall that the big problem with interpreting logistic regression is that the results are given to you in “log-odds.” Not only is it difficult to have intuitions about odds, but intuitions about the natural logarithms of odds are just intractable (for most of us).</p>
2097 <p>To make things easier, the typical first step is to calculare odds-ratios instead of log-odds. This is done by exponentiating the coefficients (as well as the corresponding 95% confidence intervals):</p>
2098 <pre class="r"><code>## Odds ratios (exponentiated log-odds!)
2099 exp(coef(fit))</code></pre>
2100 <pre><code>## (Intercept) obamaTRUE age maleTRUE year2014 year2015
2101 ## 0.2862423 1.2656518 1.0110110 0.8692458 1.0002101 1.2970413</code></pre>
2102 <pre class="r"><code>exp(confint(fit))</code></pre>
2103 <pre><code>## 2.5 % 97.5 %
2104 ## (Intercept) 0.1846712 0.4348622
2105 ## obamaTRUE 0.9635277 1.6593989
2106 ## age 0.9691402 1.0543000
2107 ## maleTRUE 0.6697587 1.1280707
2108 ## year2014 0.6518923 1.5564945
2109 ## year2015 0.8649706 1.9799543</code></pre>
2110 <p>You can use these to construct statements about the change in odds of the dependent variable flipping from 0 to 1 (or <code>FALSE</code> to <code>TRUE</code>) predicted by a 1-unit change in the corresponding predictor (where an odds ratio of 1 corresponds to unchanged odds). We’ll interpret the <code>obamaTRUE</code> odds ratio below.</p>
2111 <p>Now, model-predicted probabilities for prototypical observations. Recall that it’s necessary to create synthetic (“fake”), hypothetical individuals to generate predicted probabilities like these. In this case, I’ll create two versions of each fake kid: one assigned to the treatment condition and one assigned to the control. Then I’ll use the <code>predict()</code> function to generate fitted values for each of the fake kids.</p>
2112 <pre class="r"><code>fake.kids <- data.frame(
2113 obama = c(FALSE, FALSE, TRUE, TRUE),
2114 year = factor(rep(c("2015", "2012"), 2)),
2115 age = rep(c(9, 7), 2),
2116 male = rep(c(FALSE, TRUE), 2)
2119 fake.kids.pred <- cbind(fake.kids, pred.prob = predict(fit, fake.kids, type = "response"))
2121 fake.kids.pred</code></pre>
2122 <pre><code>## obama year age male pred.prob
2123 ## 1 FALSE 2015 9 FALSE 0.2906409
2124 ## 2 FALSE 2012 7 TRUE 0.2117531
2125 ## 3 TRUE 2015 9 FALSE 0.3414844
2126 ## 4 TRUE 2012 7 TRUE 0.2537326</code></pre>
2127 <p>Note that <a href="https://stats.idre.ucla.edu/r/dae/logit-regression/">this UCLA logit regression tutorial</a> also contains example code to help extract standard errors and confidence intervals around these predicted probabilities. You were not asked to create them here, but if you’d like an example here you go. The workhorse is the <code>plogis()</code> function, which essentially does the inverse logit transformation detailed in the textbook chapter 8:</p>
2128 <pre class="r"><code>fake.kids.more.pred <- cbind(
2130 predict(fit, fake.kids, type = "link", se = TRUE)
2133 within(fake.kids.more.pred, {
2134 pred.prob <- plogis(fit)
2135 lower <- plogis(fit - (1.96 * se.fit))
2136 upper <- plogis(fit + (1.96 * se.fit))
2138 <pre><code>## obama year age male fit se.fit residual.scale upper lower
2139 ## 1 FALSE 2015 9 FALSE -0.8922736 0.2243091 1 0.3887361 0.2088421
2140 ## 2 FALSE 2012 7 TRUE -1.3143903 0.2682218 1 0.3124531 0.1370389
2141 ## 3 TRUE 2015 9 FALSE -0.6566864 0.2363758 1 0.4518027 0.2460144
2142 ## 4 TRUE 2012 7 TRUE -1.0788031 0.2594135 1 0.3611555 0.1697706
2147 ## 4 0.2537326</code></pre>
2149 <div id="sub-group-analysis" class="section level2">
2150 <h2>Sub-group analysis</h2>
2151 <p>To do this, we’ll need to create a slightly new model formula that drops the <code>year</code> term since we’re going to restrict each subset of the data along that dimension.</p>
2152 <p>Once I fit the models, I’ll use the <code>stargazer</code> package to create a reasonably pretty regression table that incorporates all three summaries.</p>
2153 <pre class="r"><code>f2 <- formula(fruit ~ obama + age + male)
2155 m2012 <- glm(f2, data = df[df$year == "2012", ], family = binomial("logit"))
2156 m2014 <- glm(f2, data = df[df$year == "2014", ], family = binomial("logit"))
2157 m2015 <- glm(f2, data = df[df$year == "2015", ], family = binomial("logit"))
2160 ## I can make a pretty table out of that:
2162 stargazer(m2012, m2014, m2015, column.labels = c("2012", "2014", "2015"), type = "text")</code></pre>
2164 ## ===============================================
2165 ## Dependent variable:
2166 ## -----------------------------
2170 ## -----------------------------------------------
2171 ## obama 0.326 0.073 0.317*
2172 ## (0.387) (0.242) (0.190)
2174 ## age 0.085 0.012 0.0005
2175 ## (0.067) (0.037) (0.029)
2177 ## male 0.322 -0.240 -0.179
2178 ## (0.388) (0.235) (0.179)
2180 ## Constant -1.538*** -1.134*** -0.997***
2181 ## (0.377) (0.198) (0.138)
2183 ## -----------------------------------------------
2184 ## Observations 164 422 635
2185 ## Log Likelihood -87.451 -224.427 -370.002
2186 ## Akaike Inf. Crit. 182.902 456.853 748.005
2187 ## ===============================================
2188 ## Note: *p<0.1; **p<0.05; ***p<0.01</code></pre>
2190 <div id="interpret-and-discuss" class="section level2">
2191 <h2>Interpret and discuss</h2>
2192 <p>Well, for starters, the model providing a “pooled” estimate of treatment effects while adjusting for age, gender, and study year suggests that the point estimate is “marginally” statistically significant (<span class="math inline">\(p <0.1\)</span>) indicating some evidence that the data support the alternative hypothesis (being shown a picture of Michelle Obama causes trick-or-treaters to be more likely to pick up fruit than the control condition). In more concrete terms, the trick-or-treaters shown the Obama picture were, on average, about 26% more likely to pick up fruit than those exposed to the control (95% CI: <span class="math inline">\(-4\%~-~+66\%\)</span>).<a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a> In even more concrete terms, the estimated probability that a 9 year-old girl in 2015 and a 7 year-old boy in 2012 would take fruit increase about 17% and 19% respectively on average (from 29% to 34% in the case of the 9 year-old and from 21% to 25% in the case of the 7 year-old). These findings are sort of remarkable given the simplicity of the intervention and the fairly strong norm that Halloween is all about candy.</p>
2193 <p>All of that said, the t-test results from Problem set 5 and the “unpooled” results reported in the sub-group analysis point to some potential concerns and limitations. For starters, the fact that the experiment was run iteratively over multiple years and that the sample size grew each year raises some concerns that the study design may not have anticipated the small effect sizes eventually observed and/or was adapted on the fly. This would undermine confidence in some of the test statistics and procedures. Furthermore, because the experiment occurred in sequential years, there’s a very real possibility that the significance of a picture of Michelle Obama shifted during that time period and/or the house in question developed a reputation for being “that weird place where they show you pictures of Michelle Obama and offer you fruit.” Whatever the case, my confidence in the findings here is not so great and I have some lingering suspicions that the results might not replicate.</p>
2194 <p>On a more nuanced/advanced statistical note, I also have some concerns about the standard errors. This goes beyond the content of our course, but basically, a randomized controlled trial introduces clustering into the data by-design (you can think of it as analogous to the observations coming from the treatment “cluster” and the control “cluster”). In this regard, the normal standard error formulas can be biased. Luckily, there’s a fix for this: compute “robust” standard errors as a result and re-calculate the corresponding confidence intervals. Indeed, robust standard errors are often considered to be the best choice even when you don’t know about potential latent clustering or heteroskedastic error structures in your data. <a href="https://oes.gsa.gov/assets/files/calculating-standard-errors-guidance.pdf">This a short pdf</a> provides a little more explanation, citations, as well as example R code for how you might calculate robust standard errors.</p>
2197 <div class="footnotes">
2200 <li id="fn1"><p>Remember when I said we would use those odds ratios to interpret the parameter on <code>obamaTRUE</code>? Here we are. The parameter value is approximately 1.26, which means that the odds of picking fruit are, on average, 1.26 times as large for a trick-or-treater exposed to the picture of Michelle Obama versus a trick-or-treater in the control condition. In other words, the odds go up by about 26% (<span class="math inline">\(= \frac{1.26-1}{1}\)</span>).<a href="#fnref1" class="footnote-back">↩︎</a></p></li>
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