-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathRegressors_analysys.html
731 lines (619 loc) · 942 KB
/
Regressors_analysys.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8" />
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="author" content="Spartak Bughdaryan" />
<meta name="date" content="2019-11-29" />
<title>Regressors analysys</title>
<script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;
return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
</script>
<meta name="viewport" content="width=device-width, initial-scale=1" />
<style type="text/css">html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(data:application/vnd.ms-fontobject;base64,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);src:url(data:application/vnd.ms-fontobject;base64,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) format('embedded-opentype'),url(data:application/font-woff;base64,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) format('woff'),url(data:application/x-font-truetype;base64,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) format('truetype'),url(data:image/svg+xml;base64,<?xml version="1.0" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" >
<svg xmlns="http://www.w3.org/2000/svg">
<metadata></metadata>
<defs>
<font id="glyphicons_halflingsregular" horiz-adv-x="1200" >
<font-face units-per-em="1200" ascent="960" descent="-240" />
<missing-glyph horiz-adv-x="500" />
<glyph horiz-adv-x="0" />
<glyph horiz-adv-x="400" />
<glyph unicode=" " />
<glyph unicode="*" d="M600 1100q15 0 34 -1.5t30 -3.5l11 -1q10 -2 17.5 -10.5t7.5 -18.5v-224l158 158q7 7 18 8t19 -6l106 -106q7 -8 6 -19t-8 -18l-158 -158h224q10 0 18.5 -7.5t10.5 -17.5q6 -41 6 -75q0 -15 -1.5 -34t-3.5 -30l-1 -11q-2 -10 -10.5 -17.5t-18.5 -7.5h-224l158 -158 q7 -7 8 -18t-6 -19l-106 -106q-8 -7 -19 -6t-18 8l-158 158v-224q0 -10 -7.5 -18.5t-17.5 -10.5q-41 -6 -75 -6q-15 0 -34 1.5t-30 3.5l-11 1q-10 2 -17.5 10.5t-7.5 18.5v224l-158 -158q-7 -7 -18 -8t-19 6l-106 106q-7 8 -6 19t8 18l158 158h-224q-10 0 -18.5 7.5 t-10.5 17.5q-6 41 -6 75q0 15 1.5 34t3.5 30l1 11q2 10 10.5 17.5t18.5 7.5h224l-158 158q-7 7 -8 18t6 19l106 106q8 7 19 6t18 -8l158 -158v224q0 10 7.5 18.5t17.5 10.5q41 6 75 6z" />
<glyph unicode="+" d="M450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-350h350q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-350v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v350h-350q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5 h350v350q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xa0;" />
<glyph unicode="&#xa5;" d="M825 1100h250q10 0 12.5 -5t-5.5 -13l-364 -364q-6 -6 -11 -18h268q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-100h275q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-174q0 -11 -7.5 -18.5t-18.5 -7.5h-148q-11 0 -18.5 7.5t-7.5 18.5v174 h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h125v100h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h118q-5 12 -11 18l-364 364q-8 8 -5.5 13t12.5 5h250q25 0 43 -18l164 -164q8 -8 18 -8t18 8l164 164q18 18 43 18z" />
<glyph unicode="&#x2000;" horiz-adv-x="650" />
<glyph unicode="&#x2001;" horiz-adv-x="1300" />
<glyph unicode="&#x2002;" horiz-adv-x="650" />
<glyph unicode="&#x2003;" horiz-adv-x="1300" />
<glyph unicode="&#x2004;" horiz-adv-x="433" />
<glyph unicode="&#x2005;" horiz-adv-x="325" />
<glyph unicode="&#x2006;" horiz-adv-x="216" />
<glyph unicode="&#x2007;" horiz-adv-x="216" />
<glyph unicode="&#x2008;" horiz-adv-x="162" />
<glyph unicode="&#x2009;" horiz-adv-x="260" />
<glyph unicode="&#x200a;" horiz-adv-x="72" />
<glyph unicode="&#x202f;" horiz-adv-x="260" />
<glyph unicode="&#x205f;" horiz-adv-x="325" />
<glyph unicode="&#x20ac;" d="M744 1198q242 0 354 -189q60 -104 66 -209h-181q0 45 -17.5 82.5t-43.5 61.5t-58 40.5t-60.5 24t-51.5 7.5q-19 0 -40.5 -5.5t-49.5 -20.5t-53 -38t-49 -62.5t-39 -89.5h379l-100 -100h-300q-6 -50 -6 -100h406l-100 -100h-300q9 -74 33 -132t52.5 -91t61.5 -54.5t59 -29 t47 -7.5q22 0 50.5 7.5t60.5 24.5t58 41t43.5 61t17.5 80h174q-30 -171 -128 -278q-107 -117 -274 -117q-206 0 -324 158q-36 48 -69 133t-45 204h-217l100 100h112q1 47 6 100h-218l100 100h134q20 87 51 153.5t62 103.5q117 141 297 141z" />
<glyph unicode="&#x20bd;" d="M428 1200h350q67 0 120 -13t86 -31t57 -49.5t35 -56.5t17 -64.5t6.5 -60.5t0.5 -57v-16.5v-16.5q0 -36 -0.5 -57t-6.5 -61t-17 -65t-35 -57t-57 -50.5t-86 -31.5t-120 -13h-178l-2 -100h288q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-138v-175q0 -11 -5.5 -18 t-15.5 -7h-149q-10 0 -17.5 7.5t-7.5 17.5v175h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v100h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v475q0 10 7.5 17.5t17.5 7.5zM600 1000v-300h203q64 0 86.5 33t22.5 119q0 84 -22.5 116t-86.5 32h-203z" />
<glyph unicode="&#x2212;" d="M250 700h800q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#x231b;" d="M1000 1200v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-50v-100q0 -91 -49.5 -165.5t-130.5 -109.5q81 -35 130.5 -109.5t49.5 -165.5v-150h50q21 0 35.5 -14.5t14.5 -35.5v-150h-800v150q0 21 14.5 35.5t35.5 14.5h50v150q0 91 49.5 165.5t130.5 109.5q-81 35 -130.5 109.5 t-49.5 165.5v100h-50q-21 0 -35.5 14.5t-14.5 35.5v150h800zM400 1000v-100q0 -60 32.5 -109.5t87.5 -73.5q28 -12 44 -37t16 -55t-16 -55t-44 -37q-55 -24 -87.5 -73.5t-32.5 -109.5v-150h400v150q0 60 -32.5 109.5t-87.5 73.5q-28 12 -44 37t-16 55t16 55t44 37 q55 24 87.5 73.5t32.5 109.5v100h-400z" />
<glyph unicode="&#x25fc;" horiz-adv-x="500" d="M0 0z" />
<glyph unicode="&#x2601;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -206.5q0 -121 -85 -207.5t-205 -86.5h-750q-79 0 -135.5 57t-56.5 137q0 69 42.5 122.5t108.5 67.5q-2 12 -2 37q0 153 108 260.5t260 107.5z" />
<glyph unicode="&#x26fa;" d="M774 1193.5q16 -9.5 20.5 -27t-5.5 -33.5l-136 -187l467 -746h30q20 0 35 -18.5t15 -39.5v-42h-1200v42q0 21 15 39.5t35 18.5h30l468 746l-135 183q-10 16 -5.5 34t20.5 28t34 5.5t28 -20.5l111 -148l112 150q9 16 27 20.5t34 -5zM600 200h377l-182 112l-195 534v-646z " />
<glyph unicode="&#x2709;" d="M25 1100h1150q10 0 12.5 -5t-5.5 -13l-564 -567q-8 -8 -18 -8t-18 8l-564 567q-8 8 -5.5 13t12.5 5zM18 882l264 -264q8 -8 8 -18t-8 -18l-264 -264q-8 -8 -13 -5.5t-5 12.5v550q0 10 5 12.5t13 -5.5zM918 618l264 264q8 8 13 5.5t5 -12.5v-550q0 -10 -5 -12.5t-13 5.5 l-264 264q-8 8 -8 18t8 18zM818 482l364 -364q8 -8 5.5 -13t-12.5 -5h-1150q-10 0 -12.5 5t5.5 13l364 364q8 8 18 8t18 -8l164 -164q8 -8 18 -8t18 8l164 164q8 8 18 8t18 -8z" />
<glyph unicode="&#x270f;" d="M1011 1210q19 0 33 -13l153 -153q13 -14 13 -33t-13 -33l-99 -92l-214 214l95 96q13 14 32 14zM1013 800l-615 -614l-214 214l614 614zM317 96l-333 -112l110 335z" />
<glyph unicode="&#xe001;" d="M700 650v-550h250q21 0 35.5 -14.5t14.5 -35.5v-50h-800v50q0 21 14.5 35.5t35.5 14.5h250v550l-500 550h1200z" />
<glyph unicode="&#xe002;" d="M368 1017l645 163q39 15 63 0t24 -49v-831q0 -55 -41.5 -95.5t-111.5 -63.5q-79 -25 -147 -4.5t-86 75t25.5 111.5t122.5 82q72 24 138 8v521l-600 -155v-606q0 -42 -44 -90t-109 -69q-79 -26 -147 -5.5t-86 75.5t25.5 111.5t122.5 82.5q72 24 138 7v639q0 38 14.5 59 t53.5 34z" />
<glyph unicode="&#xe003;" d="M500 1191q100 0 191 -39t156.5 -104.5t104.5 -156.5t39 -191l-1 -2l1 -5q0 -141 -78 -262l275 -274q23 -26 22.5 -44.5t-22.5 -42.5l-59 -58q-26 -20 -46.5 -20t-39.5 20l-275 274q-119 -77 -261 -77l-5 1l-2 -1q-100 0 -191 39t-156.5 104.5t-104.5 156.5t-39 191 t39 191t104.5 156.5t156.5 104.5t191 39zM500 1022q-88 0 -162 -43t-117 -117t-43 -162t43 -162t117 -117t162 -43t162 43t117 117t43 162t-43 162t-117 117t-162 43z" />
<glyph unicode="&#xe005;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104z" />
<glyph unicode="&#xe006;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429z" />
<glyph unicode="&#xe007;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429zM477 700h-240l197 -142l-74 -226 l193 139l195 -140l-74 229l192 140h-234l-78 211z" />
<glyph unicode="&#xe008;" d="M600 1200q124 0 212 -88t88 -212v-250q0 -46 -31 -98t-69 -52v-75q0 -10 6 -21.5t15 -17.5l358 -230q9 -5 15 -16.5t6 -21.5v-93q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v93q0 10 6 21.5t15 16.5l358 230q9 6 15 17.5t6 21.5v75q-38 0 -69 52 t-31 98v250q0 124 88 212t212 88z" />
<glyph unicode="&#xe009;" d="M25 1100h1150q10 0 17.5 -7.5t7.5 -17.5v-1050q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v1050q0 10 7.5 17.5t17.5 7.5zM100 1000v-100h100v100h-100zM875 1000h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5t17.5 -7.5h550 q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM1000 1000v-100h100v100h-100zM100 800v-100h100v100h-100zM1000 800v-100h100v100h-100zM100 600v-100h100v100h-100zM1000 600v-100h100v100h-100zM875 500h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5 t17.5 -7.5h550q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM100 400v-100h100v100h-100zM1000 400v-100h100v100h-100zM100 200v-100h100v100h-100zM1000 200v-100h100v100h-100z" />
<glyph unicode="&#xe010;" d="M50 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM50 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe011;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM850 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 700h200q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h200 q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5 t35.5 14.5z" />
<glyph unicode="&#xe012;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h700q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe013;" d="M465 477l571 571q8 8 18 8t17 -8l177 -177q8 -7 8 -17t-8 -18l-783 -784q-7 -8 -17.5 -8t-17.5 8l-384 384q-8 8 -8 18t8 17l177 177q7 8 17 8t18 -8l171 -171q7 -7 18 -7t18 7z" />
<glyph unicode="&#xe014;" d="M904 1083l178 -179q8 -8 8 -18.5t-8 -17.5l-267 -268l267 -268q8 -7 8 -17.5t-8 -18.5l-178 -178q-8 -8 -18.5 -8t-17.5 8l-268 267l-268 -267q-7 -8 -17.5 -8t-18.5 8l-178 178q-8 8 -8 18.5t8 17.5l267 268l-267 268q-8 7 -8 17.5t8 18.5l178 178q8 8 18.5 8t17.5 -8 l268 -267l268 268q7 7 17.5 7t18.5 -7z" />
<glyph unicode="&#xe015;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM425 900h150q10 0 17.5 -7.5t7.5 -17.5v-75h75q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5 t-17.5 -7.5h-75v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-75q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v75q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe016;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM325 800h350q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-350q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe017;" d="M550 1200h100q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM800 975v166q167 -62 272 -209.5t105 -331.5q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5 t-184.5 123t-123 184.5t-45.5 224q0 184 105 331.5t272 209.5v-166q-103 -55 -165 -155t-62 -220q0 -116 57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5q0 120 -62 220t-165 155z" />
<glyph unicode="&#xe018;" d="M1025 1200h150q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM725 800h150q10 0 17.5 -7.5t7.5 -17.5v-750q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v750 q0 10 7.5 17.5t17.5 7.5zM425 500h150q10 0 17.5 -7.5t7.5 -17.5v-450q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v450q0 10 7.5 17.5t17.5 7.5zM125 300h150q10 0 17.5 -7.5t7.5 -17.5v-250q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5 v250q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe019;" d="M600 1174q33 0 74 -5l38 -152l5 -1q49 -14 94 -39l5 -2l134 80q61 -48 104 -105l-80 -134l3 -5q25 -44 39 -93l1 -6l152 -38q5 -43 5 -73q0 -34 -5 -74l-152 -38l-1 -6q-15 -49 -39 -93l-3 -5l80 -134q-48 -61 -104 -105l-134 81l-5 -3q-44 -25 -94 -39l-5 -2l-38 -151 q-43 -5 -74 -5q-33 0 -74 5l-38 151l-5 2q-49 14 -94 39l-5 3l-134 -81q-60 48 -104 105l80 134l-3 5q-25 45 -38 93l-2 6l-151 38q-6 42 -6 74q0 33 6 73l151 38l2 6q13 48 38 93l3 5l-80 134q47 61 105 105l133 -80l5 2q45 25 94 39l5 1l38 152q43 5 74 5zM600 815 q-89 0 -152 -63t-63 -151.5t63 -151.5t152 -63t152 63t63 151.5t-63 151.5t-152 63z" />
<glyph unicode="&#xe020;" d="M500 1300h300q41 0 70.5 -29.5t29.5 -70.5v-100h275q10 0 17.5 -7.5t7.5 -17.5v-75h-1100v75q0 10 7.5 17.5t17.5 7.5h275v100q0 41 29.5 70.5t70.5 29.5zM500 1200v-100h300v100h-300zM1100 900v-800q0 -41 -29.5 -70.5t-70.5 -29.5h-700q-41 0 -70.5 29.5t-29.5 70.5 v800h900zM300 800v-700h100v700h-100zM500 800v-700h100v700h-100zM700 800v-700h100v700h-100zM900 800v-700h100v700h-100z" />
<glyph unicode="&#xe021;" d="M18 618l620 608q8 7 18.5 7t17.5 -7l608 -608q8 -8 5.5 -13t-12.5 -5h-175v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v375h-300v-375q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v575h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe022;" d="M600 1200v-400q0 -41 29.5 -70.5t70.5 -29.5h300v-650q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5h450zM1000 800h-250q-21 0 -35.5 14.5t-14.5 35.5v250z" />
<glyph unicode="&#xe023;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h50q10 0 17.5 -7.5t7.5 -17.5v-275h175q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe024;" d="M1300 0h-538l-41 400h-242l-41 -400h-538l431 1200h209l-21 -300h162l-20 300h208zM515 800l-27 -300h224l-27 300h-170z" />
<glyph unicode="&#xe025;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-450h191q20 0 25.5 -11.5t-7.5 -27.5l-327 -400q-13 -16 -32 -16t-32 16l-327 400q-13 16 -7.5 27.5t25.5 11.5h191v450q0 21 14.5 35.5t35.5 14.5zM1125 400h50q10 0 17.5 -7.5t7.5 -17.5v-350q0 -10 -7.5 -17.5t-17.5 -7.5 h-1050q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h50q10 0 17.5 -7.5t7.5 -17.5v-175h900v175q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe026;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -275q-13 -16 -32 -16t-32 16l-223 275q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z " />
<glyph unicode="&#xe027;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM632 914l223 -275q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5l223 275q13 16 32 16 t32 -16z" />
<glyph unicode="&#xe028;" d="M225 1200h750q10 0 19.5 -7t12.5 -17l186 -652q7 -24 7 -49v-425q0 -12 -4 -27t-9 -17q-12 -6 -37 -6h-1100q-12 0 -27 4t-17 8q-6 13 -6 38l1 425q0 25 7 49l185 652q3 10 12.5 17t19.5 7zM878 1000h-556q-10 0 -19 -7t-11 -18l-87 -450q-2 -11 4 -18t16 -7h150 q10 0 19.5 -7t11.5 -17l38 -152q2 -10 11.5 -17t19.5 -7h250q10 0 19.5 7t11.5 17l38 152q2 10 11.5 17t19.5 7h150q10 0 16 7t4 18l-87 450q-2 11 -11 18t-19 7z" />
<glyph unicode="&#xe029;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM540 820l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe030;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-362q0 -10 -7.5 -17.5t-17.5 -7.5h-362q-11 0 -13 5.5t5 12.5l133 133q-109 76 -238 76q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5h150q0 -117 -45.5 -224 t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117z" />
<glyph unicode="&#xe031;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-361q0 -11 -7.5 -18.5t-18.5 -7.5h-361q-11 0 -13 5.5t5 12.5l134 134q-110 75 -239 75q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5h-150q0 117 45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117zM1027 600h150 q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5q-192 0 -348 118l-134 -134q-7 -8 -12.5 -5.5t-5.5 12.5v360q0 11 7.5 18.5t18.5 7.5h360q10 0 12.5 -5.5t-5.5 -12.5l-133 -133q110 -76 240 -76q116 0 214.5 57t155.5 155.5t57 214.5z" />
<glyph unicode="&#xe032;" d="M125 1200h1050q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-1050q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM1075 1000h-850q-10 0 -17.5 -7.5t-7.5 -17.5v-850q0 -10 7.5 -17.5t17.5 -7.5h850q10 0 17.5 7.5t7.5 17.5v850 q0 10 -7.5 17.5t-17.5 7.5zM325 900h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 900h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 700h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 700h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 500h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 500h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 300h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 300h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe033;" d="M900 800v200q0 83 -58.5 141.5t-141.5 58.5h-300q-82 0 -141 -59t-59 -141v-200h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h900q41 0 70.5 29.5t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5h-100zM400 800v150q0 21 15 35.5t35 14.5h200 q20 0 35 -14.5t15 -35.5v-150h-300z" />
<glyph unicode="&#xe034;" d="M125 1100h50q10 0 17.5 -7.5t7.5 -17.5v-1075h-100v1075q0 10 7.5 17.5t17.5 7.5zM1075 1052q4 0 9 -2q16 -6 16 -23v-421q0 -6 -3 -12q-33 -59 -66.5 -99t-65.5 -58t-56.5 -24.5t-52.5 -6.5q-26 0 -57.5 6.5t-52.5 13.5t-60 21q-41 15 -63 22.5t-57.5 15t-65.5 7.5 q-85 0 -160 -57q-7 -5 -15 -5q-6 0 -11 3q-14 7 -14 22v438q22 55 82 98.5t119 46.5q23 2 43 0.5t43 -7t32.5 -8.5t38 -13t32.5 -11q41 -14 63.5 -21t57 -14t63.5 -7q103 0 183 87q7 8 18 8z" />
<glyph unicode="&#xe035;" d="M600 1175q116 0 227 -49.5t192.5 -131t131 -192.5t49.5 -227v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v300q0 127 -70.5 231.5t-184.5 161.5t-245 57t-245 -57t-184.5 -161.5t-70.5 -231.5v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50 q-10 0 -17.5 7.5t-7.5 17.5v300q0 116 49.5 227t131 192.5t192.5 131t227 49.5zM220 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460q0 8 6 14t14 6zM820 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460 q0 8 6 14t14 6z" />
<glyph unicode="&#xe036;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM900 668l120 120q7 7 17 7t17 -7l34 -34q7 -7 7 -17t-7 -17l-120 -120l120 -120q7 -7 7 -17 t-7 -17l-34 -34q-7 -7 -17 -7t-17 7l-120 119l-120 -119q-7 -7 -17 -7t-17 7l-34 34q-7 7 -7 17t7 17l119 120l-119 120q-7 7 -7 17t7 17l34 34q7 8 17 8t17 -8z" />
<glyph unicode="&#xe037;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6 l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238q-6 8 -4.5 18t9.5 17l29 22q7 5 15 5z" />
<glyph unicode="&#xe038;" d="M967 1004h3q11 -1 17 -10q135 -179 135 -396q0 -105 -34 -206.5t-98 -185.5q-7 -9 -17 -10h-3q-9 0 -16 6l-42 34q-8 6 -9 16t5 18q111 150 111 328q0 90 -29.5 176t-84.5 157q-6 9 -5 19t10 16l42 33q7 5 15 5zM321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5 t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238 q-6 8 -4.5 18.5t9.5 16.5l29 22q7 5 15 5z" />
<glyph unicode="&#xe039;" d="M500 900h100v-100h-100v-100h-400v-100h-100v600h500v-300zM1200 700h-200v-100h200v-200h-300v300h-200v300h-100v200h600v-500zM100 1100v-300h300v300h-300zM800 1100v-300h300v300h-300zM300 900h-100v100h100v-100zM1000 900h-100v100h100v-100zM300 500h200v-500 h-500v500h200v100h100v-100zM800 300h200v-100h-100v-100h-200v100h-100v100h100v200h-200v100h300v-300zM100 400v-300h300v300h-300zM300 200h-100v100h100v-100zM1200 200h-100v100h100v-100zM700 0h-100v100h100v-100zM1200 0h-300v100h300v-100z" />
<glyph unicode="&#xe040;" d="M100 200h-100v1000h100v-1000zM300 200h-100v1000h100v-1000zM700 200h-200v1000h200v-1000zM900 200h-100v1000h100v-1000zM1200 200h-200v1000h200v-1000zM400 0h-300v100h300v-100zM600 0h-100v91h100v-91zM800 0h-100v91h100v-91zM1100 0h-200v91h200v-91z" />
<glyph unicode="&#xe041;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe042;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM800 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-56 56l424 426l-700 700h150zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5 t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe043;" d="M300 1200h825q75 0 75 -75v-900q0 -25 -18 -43l-64 -64q-8 -8 -13 -5.5t-5 12.5v950q0 10 -7.5 17.5t-17.5 7.5h-700q-25 0 -43 -18l-64 -64q-8 -8 -5.5 -13t12.5 -5h700q10 0 17.5 -7.5t7.5 -17.5v-950q0 -10 -7.5 -17.5t-17.5 -7.5h-850q-10 0 -17.5 7.5t-7.5 17.5v975 q0 25 18 43l139 139q18 18 43 18z" />
<glyph unicode="&#xe044;" d="M250 1200h800q21 0 35.5 -14.5t14.5 -35.5v-1150l-450 444l-450 -445v1151q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe045;" d="M822 1200h-444q-11 0 -19 -7.5t-9 -17.5l-78 -301q-7 -24 7 -45l57 -108q6 -9 17.5 -15t21.5 -6h450q10 0 21.5 6t17.5 15l62 108q14 21 7 45l-83 301q-1 10 -9 17.5t-19 7.5zM1175 800h-150q-10 0 -21 -6.5t-15 -15.5l-78 -156q-4 -9 -15 -15.5t-21 -6.5h-550 q-10 0 -21 6.5t-15 15.5l-78 156q-4 9 -15 15.5t-21 6.5h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-650q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h750q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5 t7.5 17.5v650q0 10 -7.5 17.5t-17.5 7.5zM850 200h-500q-10 0 -19.5 -7t-11.5 -17l-38 -152q-2 -10 3.5 -17t15.5 -7h600q10 0 15.5 7t3.5 17l-38 152q-2 10 -11.5 17t-19.5 7z" />
<glyph unicode="&#xe046;" d="M500 1100h200q56 0 102.5 -20.5t72.5 -50t44 -59t25 -50.5l6 -20h150q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5h150q2 8 6.5 21.5t24 48t45 61t72 48t102.5 21.5zM900 800v-100 h100v100h-100zM600 730q-95 0 -162.5 -67.5t-67.5 -162.5t67.5 -162.5t162.5 -67.5t162.5 67.5t67.5 162.5t-67.5 162.5t-162.5 67.5zM600 603q43 0 73 -30t30 -73t-30 -73t-73 -30t-73 30t-30 73t30 73t73 30z" />
<glyph unicode="&#xe047;" d="M681 1199l385 -998q20 -50 60 -92q18 -19 36.5 -29.5t27.5 -11.5l10 -2v-66h-417v66q53 0 75 43.5t5 88.5l-82 222h-391q-58 -145 -92 -234q-11 -34 -6.5 -57t25.5 -37t46 -20t55 -6v-66h-365v66q56 24 84 52q12 12 25 30.5t20 31.5l7 13l399 1006h93zM416 521h340 l-162 457z" />
<glyph unicode="&#xe048;" d="M753 641q5 -1 14.5 -4.5t36 -15.5t50.5 -26.5t53.5 -40t50.5 -54.5t35.5 -70t14.5 -87q0 -67 -27.5 -125.5t-71.5 -97.5t-98.5 -66.5t-108.5 -40.5t-102 -13h-500v89q41 7 70.5 32.5t29.5 65.5v827q0 24 -0.5 34t-3.5 24t-8.5 19.5t-17 13.5t-28 12.5t-42.5 11.5v71 l471 -1q57 0 115.5 -20.5t108 -57t80.5 -94t31 -124.5q0 -51 -15.5 -96.5t-38 -74.5t-45 -50.5t-38.5 -30.5zM400 700h139q78 0 130.5 48.5t52.5 122.5q0 41 -8.5 70.5t-29.5 55.5t-62.5 39.5t-103.5 13.5h-118v-350zM400 200h216q80 0 121 50.5t41 130.5q0 90 -62.5 154.5 t-156.5 64.5h-159v-400z" />
<glyph unicode="&#xe049;" d="M877 1200l2 -57q-83 -19 -116 -45.5t-40 -66.5l-132 -839q-9 -49 13 -69t96 -26v-97h-500v97q186 16 200 98l173 832q3 17 3 30t-1.5 22.5t-9 17.5t-13.5 12.5t-21.5 10t-26 8.5t-33.5 10q-13 3 -19 5v57h425z" />
<glyph unicode="&#xe050;" d="M1300 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM175 1000h-75v-800h75l-125 -167l-125 167h75v800h-75l125 167z" />
<glyph unicode="&#xe051;" d="M1100 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-650q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v650h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM1167 50l-167 -125v75h-800v-75l-167 125l167 125v-75h800v75z" />
<glyph unicode="&#xe052;" d="M50 1100h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe053;" d="M250 1100h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM250 500h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe054;" d="M500 950v100q0 21 14.5 35.5t35.5 14.5h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5zM100 650v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000 q-21 0 -35.5 14.5t-14.5 35.5zM300 350v100q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5zM0 50v100q0 21 14.5 35.5t35.5 14.5h1100q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5z" />
<glyph unicode="&#xe055;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe056;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 1100h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 800h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 500h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 500h800q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 200h800 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe057;" d="M400 0h-100v1100h100v-1100zM550 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM267 550l-167 -125v75h-200v100h200v75zM550 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe058;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM900 0h-100v1100h100v-1100zM50 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM1100 600h200v-100h-200v-75l-167 125l167 125v-75zM50 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe059;" d="M75 1000h750q31 0 53 -22t22 -53v-650q0 -31 -22 -53t-53 -22h-750q-31 0 -53 22t-22 53v650q0 31 22 53t53 22zM1200 300l-300 300l300 300v-600z" />
<glyph unicode="&#xe060;" d="M44 1100h1112q18 0 31 -13t13 -31v-1012q0 -18 -13 -31t-31 -13h-1112q-18 0 -31 13t-13 31v1012q0 18 13 31t31 13zM100 1000v-737l247 182l298 -131l-74 156l293 318l236 -288v500h-1000zM342 884q56 0 95 -39t39 -94.5t-39 -95t-95 -39.5t-95 39.5t-39 95t39 94.5 t95 39z" />
<glyph unicode="&#xe062;" d="M648 1169q117 0 216 -60t156.5 -161t57.5 -218q0 -115 -70 -258q-69 -109 -158 -225.5t-143 -179.5l-54 -62q-9 8 -25.5 24.5t-63.5 67.5t-91 103t-98.5 128t-95.5 148q-60 132 -60 249q0 88 34 169.5t91.5 142t137 96.5t166.5 36zM652.5 974q-91.5 0 -156.5 -65 t-65 -157t65 -156.5t156.5 -64.5t156.5 64.5t65 156.5t-65 157t-156.5 65z" />
<glyph unicode="&#xe063;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 173v854q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57z" />
<glyph unicode="&#xe064;" d="M554 1295q21 -72 57.5 -143.5t76 -130t83 -118t82.5 -117t70 -116t49.5 -126t18.5 -136.5q0 -71 -25.5 -135t-68.5 -111t-99 -82t-118.5 -54t-125.5 -23q-84 5 -161.5 34t-139.5 78.5t-99 125t-37 164.5q0 69 18 136.5t49.5 126.5t69.5 116.5t81.5 117.5t83.5 119 t76.5 131t58.5 143zM344 710q-23 -33 -43.5 -70.5t-40.5 -102.5t-17 -123q1 -37 14.5 -69.5t30 -52t41 -37t38.5 -24.5t33 -15q21 -7 32 -1t13 22l6 34q2 10 -2.5 22t-13.5 19q-5 4 -14 12t-29.5 40.5t-32.5 73.5q-26 89 6 271q2 11 -6 11q-8 1 -15 -10z" />
<glyph unicode="&#xe065;" d="M1000 1013l108 115q2 1 5 2t13 2t20.5 -1t25 -9.5t28.5 -21.5q22 -22 27 -43t0 -32l-6 -10l-108 -115zM350 1100h400q50 0 105 -13l-187 -187h-368q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v182l200 200v-332 q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM1009 803l-362 -362l-161 -50l55 170l355 355z" />
<glyph unicode="&#xe066;" d="M350 1100h361q-164 -146 -216 -200h-195q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5l200 153v-103q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M824 1073l339 -301q8 -7 8 -17.5t-8 -17.5l-340 -306q-7 -6 -12.5 -4t-6.5 11v203q-26 1 -54.5 0t-78.5 -7.5t-92 -17.5t-86 -35t-70 -57q10 59 33 108t51.5 81.5t65 58.5t68.5 40.5t67 24.5t56 13.5t40 4.5v210q1 10 6.5 12.5t13.5 -4.5z" />
<glyph unicode="&#xe067;" d="M350 1100h350q60 0 127 -23l-178 -177h-349q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v69l200 200v-219q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M643 639l395 395q7 7 17.5 7t17.5 -7l101 -101q7 -7 7 -17.5t-7 -17.5l-531 -532q-7 -7 -17.5 -7t-17.5 7l-248 248q-7 7 -7 17.5t7 17.5l101 101q7 7 17.5 7t17.5 -7l111 -111q8 -7 18 -7t18 7z" />
<glyph unicode="&#xe068;" d="M318 918l264 264q8 8 18 8t18 -8l260 -264q7 -8 4.5 -13t-12.5 -5h-170v-200h200v173q0 10 5 12t13 -5l264 -260q8 -7 8 -17.5t-8 -17.5l-264 -265q-8 -7 -13 -5t-5 12v173h-200v-200h170q10 0 12.5 -5t-4.5 -13l-260 -264q-8 -8 -18 -8t-18 8l-264 264q-8 8 -5.5 13 t12.5 5h175v200h-200v-173q0 -10 -5 -12t-13 5l-264 265q-8 7 -8 17.5t8 17.5l264 260q8 7 13 5t5 -12v-173h200v200h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe069;" d="M250 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe070;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5 t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe071;" d="M1200 1050v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-492 480q-15 14 -15 35t15 35l492 480q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25z" />
<glyph unicode="&#xe072;" d="M243 1074l814 -498q18 -11 18 -26t-18 -26l-814 -498q-18 -11 -30.5 -4t-12.5 28v1000q0 21 12.5 28t30.5 -4z" />
<glyph unicode="&#xe073;" d="M250 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM650 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe074;" d="M1100 950v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe075;" d="M500 612v438q0 21 10.5 25t25.5 -10l492 -480q15 -14 15 -35t-15 -35l-492 -480q-15 -14 -25.5 -10t-10.5 25v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10z" />
<glyph unicode="&#xe076;" d="M1048 1102l100 1q20 0 35 -14.5t15 -35.5l5 -1000q0 -21 -14.5 -35.5t-35.5 -14.5l-100 -1q-21 0 -35.5 14.5t-14.5 35.5l-2 437l-463 -454q-14 -15 -24.5 -10.5t-10.5 25.5l-2 437l-462 -455q-15 -14 -25.5 -9.5t-10.5 24.5l-5 1000q0 21 10.5 25.5t25.5 -10.5l466 -450 l-2 438q0 20 10.5 24.5t25.5 -9.5l466 -451l-2 438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe077;" d="M850 1100h100q21 0 35.5 -14.5t14.5 -35.5v-1000q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10l464 -453v438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe078;" d="M686 1081l501 -540q15 -15 10.5 -26t-26.5 -11h-1042q-22 0 -26.5 11t10.5 26l501 540q15 15 36 15t36 -15zM150 400h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe079;" d="M885 900l-352 -353l352 -353l-197 -198l-552 552l552 550z" />
<glyph unicode="&#xe080;" d="M1064 547l-551 -551l-198 198l353 353l-353 353l198 198z" />
<glyph unicode="&#xe081;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM650 900h-100q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-150 q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5h150v-150q0 -21 14.5 -35.5t35.5 -14.5h100q21 0 35.5 14.5t14.5 35.5v150h150q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-150v150q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe082;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM850 700h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5 t35.5 -14.5h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe083;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM741.5 913q-12.5 0 -21.5 -9l-120 -120l-120 120q-9 9 -21.5 9 t-21.5 -9l-141 -141q-9 -9 -9 -21.5t9 -21.5l120 -120l-120 -120q-9 -9 -9 -21.5t9 -21.5l141 -141q9 -9 21.5 -9t21.5 9l120 120l120 -120q9 -9 21.5 -9t21.5 9l141 141q9 9 9 21.5t-9 21.5l-120 120l120 120q9 9 9 21.5t-9 21.5l-141 141q-9 9 -21.5 9z" />
<glyph unicode="&#xe084;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM546 623l-84 85q-7 7 -17.5 7t-18.5 -7l-139 -139q-7 -8 -7 -18t7 -18 l242 -241q7 -8 17.5 -8t17.5 8l375 375q7 7 7 17.5t-7 18.5l-139 139q-7 7 -17.5 7t-17.5 -7z" />
<glyph unicode="&#xe085;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM588 941q-29 0 -59 -5.5t-63 -20.5t-58 -38.5t-41.5 -63t-16.5 -89.5 q0 -25 20 -25h131q30 -5 35 11q6 20 20.5 28t45.5 8q20 0 31.5 -10.5t11.5 -28.5q0 -23 -7 -34t-26 -18q-1 0 -13.5 -4t-19.5 -7.5t-20 -10.5t-22 -17t-18.5 -24t-15.5 -35t-8 -46q-1 -8 5.5 -16.5t20.5 -8.5h173q7 0 22 8t35 28t37.5 48t29.5 74t12 100q0 47 -17 83 t-42.5 57t-59.5 34.5t-64 18t-59 4.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe086;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM675 1000h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5 t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5zM675 700h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h75v-200h-75q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h350q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5 t-17.5 7.5h-75v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe087;" d="M525 1200h150q10 0 17.5 -7.5t7.5 -17.5v-194q103 -27 178.5 -102.5t102.5 -178.5h194q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-194q-27 -103 -102.5 -178.5t-178.5 -102.5v-194q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v194 q-103 27 -178.5 102.5t-102.5 178.5h-194q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h194q27 103 102.5 178.5t178.5 102.5v194q0 10 7.5 17.5t17.5 7.5zM700 893v-168q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v168q-68 -23 -119 -74 t-74 -119h168q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-168q23 -68 74 -119t119 -74v168q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-168q68 23 119 74t74 119h-168q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h168 q-23 68 -74 119t-119 74z" />
<glyph unicode="&#xe088;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM759 823l64 -64q7 -7 7 -17.5t-7 -17.5l-124 -124l124 -124q7 -7 7 -17.5t-7 -17.5l-64 -64q-7 -7 -17.5 -7t-17.5 7l-124 124l-124 -124q-7 -7 -17.5 -7t-17.5 7l-64 64 q-7 7 -7 17.5t7 17.5l124 124l-124 124q-7 7 -7 17.5t7 17.5l64 64q7 7 17.5 7t17.5 -7l124 -124l124 124q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe089;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM782 788l106 -106q7 -7 7 -17.5t-7 -17.5l-320 -321q-8 -7 -18 -7t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l197 197q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe090;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5q0 -120 65 -225 l587 587q-105 65 -225 65zM965 819l-584 -584q104 -62 219 -62q116 0 214.5 57t155.5 155.5t57 214.5q0 115 -62 219z" />
<glyph unicode="&#xe091;" d="M39 582l522 427q16 13 27.5 8t11.5 -26v-291h550q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-550v-291q0 -21 -11.5 -26t-27.5 8l-522 427q-16 13 -16 32t16 32z" />
<glyph unicode="&#xe092;" d="M639 1009l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291h-550q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h550v291q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe093;" d="M682 1161l427 -522q13 -16 8 -27.5t-26 -11.5h-291v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v550h-291q-21 0 -26 11.5t8 27.5l427 522q13 16 32 16t32 -16z" />
<glyph unicode="&#xe094;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-550h291q21 0 26 -11.5t-8 -27.5l-427 -522q-13 -16 -32 -16t-32 16l-427 522q-13 16 -8 27.5t26 11.5h291v550q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe095;" d="M639 1109l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291q-94 -2 -182 -20t-170.5 -52t-147 -92.5t-100.5 -135.5q5 105 27 193.5t67.5 167t113 135t167 91.5t225.5 42v262q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe096;" d="M850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5zM350 0h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249 q8 7 18 7t18 -7l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5z" />
<glyph unicode="&#xe097;" d="M1014 1120l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249q8 7 18 7t18 -7zM250 600h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5z" />
<glyph unicode="&#xe101;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM704 900h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5 t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe102;" d="M260 1200q9 0 19 -2t15 -4l5 -2q22 -10 44 -23l196 -118q21 -13 36 -24q29 -21 37 -12q11 13 49 35l196 118q22 13 45 23q17 7 38 7q23 0 47 -16.5t37 -33.5l13 -16q14 -21 18 -45l25 -123l8 -44q1 -9 8.5 -14.5t17.5 -5.5h61q10 0 17.5 -7.5t7.5 -17.5v-50 q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 -7.5t-7.5 -17.5v-175h-400v300h-200v-300h-400v175q0 10 -7.5 17.5t-17.5 7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5h61q11 0 18 3t7 8q0 4 9 52l25 128q5 25 19 45q2 3 5 7t13.5 15t21.5 19.5t26.5 15.5 t29.5 7zM915 1079l-166 -162q-7 -7 -5 -12t12 -5h219q10 0 15 7t2 17l-51 149q-3 10 -11 12t-15 -6zM463 917l-177 157q-8 7 -16 5t-11 -12l-51 -143q-3 -10 2 -17t15 -7h231q11 0 12.5 5t-5.5 12zM500 0h-375q-10 0 -17.5 7.5t-7.5 17.5v375h400v-400zM1100 400v-375 q0 -10 -7.5 -17.5t-17.5 -7.5h-375v400h400z" />
<glyph unicode="&#xe103;" d="M1165 1190q8 3 21 -6.5t13 -17.5q-2 -178 -24.5 -323.5t-55.5 -245.5t-87 -174.5t-102.5 -118.5t-118 -68.5t-118.5 -33t-120 -4.5t-105 9.5t-90 16.5q-61 12 -78 11q-4 1 -12.5 0t-34 -14.5t-52.5 -40.5l-153 -153q-26 -24 -37 -14.5t-11 43.5q0 64 42 102q8 8 50.5 45 t66.5 58q19 17 35 47t13 61q-9 55 -10 102.5t7 111t37 130t78 129.5q39 51 80 88t89.5 63.5t94.5 45t113.5 36t129 31t157.5 37t182 47.5zM1116 1098q-8 9 -22.5 -3t-45.5 -50q-38 -47 -119 -103.5t-142 -89.5l-62 -33q-56 -30 -102 -57t-104 -68t-102.5 -80.5t-85.5 -91 t-64 -104.5q-24 -56 -31 -86t2 -32t31.5 17.5t55.5 59.5q25 30 94 75.5t125.5 77.5t147.5 81q70 37 118.5 69t102 79.5t99 111t86.5 148.5q22 50 24 60t-6 19z" />
<glyph unicode="&#xe104;" d="M653 1231q-39 -67 -54.5 -131t-10.5 -114.5t24.5 -96.5t47.5 -80t63.5 -62.5t68.5 -46.5t65 -30q-4 7 -17.5 35t-18.5 39.5t-17 39.5t-17 43t-13 42t-9.5 44.5t-2 42t4 43t13.5 39t23 38.5q96 -42 165 -107.5t105 -138t52 -156t13 -159t-19 -149.5q-13 -55 -44 -106.5 t-68 -87t-78.5 -64.5t-72.5 -45t-53 -22q-72 -22 -127 -11q-31 6 -13 19q6 3 17 7q13 5 32.5 21t41 44t38.5 63.5t21.5 81.5t-6.5 94.5t-50 107t-104 115.5q10 -104 -0.5 -189t-37 -140.5t-65 -93t-84 -52t-93.5 -11t-95 24.5q-80 36 -131.5 114t-53.5 171q-2 23 0 49.5 t4.5 52.5t13.5 56t27.5 60t46 64.5t69.5 68.5q-8 -53 -5 -102.5t17.5 -90t34 -68.5t44.5 -39t49 -2q31 13 38.5 36t-4.5 55t-29 64.5t-36 75t-26 75.5q-15 85 2 161.5t53.5 128.5t85.5 92.5t93.5 61t81.5 25.5z" />
<glyph unicode="&#xe105;" d="M600 1094q82 0 160.5 -22.5t140 -59t116.5 -82.5t94.5 -95t68 -95t42.5 -82.5t14 -57.5t-14 -57.5t-43 -82.5t-68.5 -95t-94.5 -95t-116.5 -82.5t-140 -59t-159.5 -22.5t-159.5 22.5t-140 59t-116.5 82.5t-94.5 95t-68.5 95t-43 82.5t-14 57.5t14 57.5t42.5 82.5t68 95 t94.5 95t116.5 82.5t140 59t160.5 22.5zM888 829q-15 15 -18 12t5 -22q25 -57 25 -119q0 -124 -88 -212t-212 -88t-212 88t-88 212q0 59 23 114q8 19 4.5 22t-17.5 -12q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q22 -36 47 -71t70 -82t92.5 -81t113 -58.5t133.5 -24.5 t133.5 24t113 58.5t92.5 81.5t70 81.5t47 70.5q11 18 9 42.5t-14 41.5q-90 117 -163 189zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l35 34q14 15 12.5 33.5t-16.5 33.5q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe106;" d="M592 0h-148l31 120q-91 20 -175.5 68.5t-143.5 106.5t-103.5 119t-66.5 110t-22 76q0 21 14 57.5t42.5 82.5t68 95t94.5 95t116.5 82.5t140 59t160.5 22.5q61 0 126 -15l32 121h148zM944 770l47 181q108 -85 176.5 -192t68.5 -159q0 -26 -19.5 -71t-59.5 -102t-93 -112 t-129 -104.5t-158 -75.5l46 173q77 49 136 117t97 131q11 18 9 42.5t-14 41.5q-54 70 -107 130zM310 824q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q18 -30 39 -60t57 -70.5t74 -73t90 -61t105 -41.5l41 154q-107 18 -178.5 101.5t-71.5 193.5q0 59 23 114q8 19 4.5 22 t-17.5 -12zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l12 11l22 86l-3 4q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe107;" d="M-90 100l642 1066q20 31 48 28.5t48 -35.5l642 -1056q21 -32 7.5 -67.5t-50.5 -35.5h-1294q-37 0 -50.5 34t7.5 66zM155 200h345v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h345l-445 723zM496 700h208q20 0 32 -14.5t8 -34.5l-58 -252 q-4 -20 -21.5 -34.5t-37.5 -14.5h-54q-20 0 -37.5 14.5t-21.5 34.5l-58 252q-4 20 8 34.5t32 14.5z" />
<glyph unicode="&#xe108;" d="M650 1200q62 0 106 -44t44 -106v-339l363 -325q15 -14 26 -38.5t11 -44.5v-41q0 -20 -12 -26.5t-29 5.5l-359 249v-263q100 -93 100 -113v-64q0 -21 -13 -29t-32 1l-205 128l-205 -128q-19 -9 -32 -1t-13 29v64q0 20 100 113v263l-359 -249q-17 -12 -29 -5.5t-12 26.5v41 q0 20 11 44.5t26 38.5l363 325v339q0 62 44 106t106 44z" />
<glyph unicode="&#xe109;" d="M850 1200h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-150h-1100v150q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5h100q21 0 35.5 -14.5t14.5 -35.5v-50h500v50q0 21 14.5 35.5t35.5 14.5zM1100 800v-750q0 -21 -14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v750h1100zM100 600v-100h100v100h-100zM300 600v-100h100v100h-100zM500 600v-100h100v100h-100zM700 600v-100h100v100h-100zM900 600v-100h100v100h-100zM100 400v-100h100v100h-100zM300 400v-100h100v100h-100zM500 400 v-100h100v100h-100zM700 400v-100h100v100h-100zM900 400v-100h100v100h-100zM100 200v-100h100v100h-100zM300 200v-100h100v100h-100zM500 200v-100h100v100h-100zM700 200v-100h100v100h-100zM900 200v-100h100v100h-100z" />
<glyph unicode="&#xe110;" d="M1135 1165l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-159l-600 -600h-291q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h209l600 600h241v150q0 21 10.5 25t24.5 -10zM522 819l-141 -141l-122 122h-209q-21 0 -35.5 14.5 t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h291zM1135 565l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-241l-181 181l141 141l122 -122h159v150q0 21 10.5 25t24.5 -10z" />
<glyph unicode="&#xe111;" d="M100 1100h1000q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-596l-304 -300v300h-100q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5z" />
<glyph unicode="&#xe112;" d="M150 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM850 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM1100 800v-300q0 -41 -3 -77.5t-15 -89.5t-32 -96t-58 -89t-89 -77t-129 -51t-174 -20t-174 20 t-129 51t-89 77t-58 89t-32 96t-15 89.5t-3 77.5v300h300v-250v-27v-42.5t1.5 -41t5 -38t10 -35t16.5 -30t25.5 -24.5t35 -19t46.5 -12t60 -4t60 4.5t46.5 12.5t35 19.5t25 25.5t17 30.5t10 35t5 38t2 40.5t-0.5 42v25v250h300z" />
<glyph unicode="&#xe113;" d="M1100 411l-198 -199l-353 353l-353 -353l-197 199l551 551z" />
<glyph unicode="&#xe114;" d="M1101 789l-550 -551l-551 551l198 199l353 -353l353 353z" />
<glyph unicode="&#xe115;" d="M404 1000h746q21 0 35.5 -14.5t14.5 -35.5v-551h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v401h-381zM135 984l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-400h385l215 -200h-750q-21 0 -35.5 14.5 t-14.5 35.5v550h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe116;" d="M56 1200h94q17 0 31 -11t18 -27l38 -162h896q24 0 39 -18.5t10 -42.5l-100 -475q-5 -21 -27 -42.5t-55 -21.5h-633l48 -200h535q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-50q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-300v-50 q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-31q-18 0 -32.5 10t-20.5 19l-5 10l-201 961h-54q-20 0 -35 14.5t-15 35.5t15 35.5t35 14.5z" />
<glyph unicode="&#xe117;" d="M1200 1000v-100h-1200v100h200q0 41 29.5 70.5t70.5 29.5h300q41 0 70.5 -29.5t29.5 -70.5h500zM0 800h1200v-800h-1200v800z" />
<glyph unicode="&#xe118;" d="M200 800l-200 -400v600h200q0 41 29.5 70.5t70.5 29.5h300q42 0 71 -29.5t29 -70.5h500v-200h-1000zM1500 700l-300 -700h-1200l300 700h1200z" />
<glyph unicode="&#xe119;" d="M635 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-601h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v601h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe120;" d="M936 864l249 -229q14 -15 14 -35.5t-14 -35.5l-249 -229q-15 -15 -25.5 -10.5t-10.5 24.5v151h-600v-151q0 -20 -10.5 -24.5t-25.5 10.5l-249 229q-14 15 -14 35.5t14 35.5l249 229q15 15 25.5 10.5t10.5 -25.5v-149h600v149q0 21 10.5 25.5t25.5 -10.5z" />
<glyph unicode="&#xe121;" d="M1169 400l-172 732q-5 23 -23 45.5t-38 22.5h-672q-20 0 -38 -20t-23 -41l-172 -739h1138zM1100 300h-1000q-41 0 -70.5 -29.5t-29.5 -70.5v-100q0 -41 29.5 -70.5t70.5 -29.5h1000q41 0 70.5 29.5t29.5 70.5v100q0 41 -29.5 70.5t-70.5 29.5zM800 100v100h100v-100h-100 zM1000 100v100h100v-100h-100z" />
<glyph unicode="&#xe122;" d="M1150 1100q21 0 35.5 -14.5t14.5 -35.5v-850q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v850q0 21 14.5 35.5t35.5 14.5zM1000 200l-675 200h-38l47 -276q3 -16 -5.5 -20t-29.5 -4h-7h-84q-20 0 -34.5 14t-18.5 35q-55 337 -55 351v250v6q0 16 1 23.5t6.5 14 t17.5 6.5h200l675 250v-850zM0 750v-250q-4 0 -11 0.5t-24 6t-30 15t-24 30t-11 48.5v50q0 26 10.5 46t25 30t29 16t25.5 7z" />
<glyph unicode="&#xe123;" d="M553 1200h94q20 0 29 -10.5t3 -29.5l-18 -37q83 -19 144 -82.5t76 -140.5l63 -327l118 -173h17q19 0 33 -14.5t14 -35t-13 -40.5t-31 -27q-8 -4 -23 -9.5t-65 -19.5t-103 -25t-132.5 -20t-158.5 -9q-57 0 -115 5t-104 12t-88.5 15.5t-73.5 17.5t-54.5 16t-35.5 12l-11 4 q-18 8 -31 28t-13 40.5t14 35t33 14.5h17l118 173l63 327q15 77 76 140t144 83l-18 32q-6 19 3.5 32t28.5 13zM498 110q50 -6 102 -6q53 0 102 6q-12 -49 -39.5 -79.5t-62.5 -30.5t-63 30.5t-39 79.5z" />
<glyph unicode="&#xe124;" d="M800 946l224 78l-78 -224l234 -45l-180 -155l180 -155l-234 -45l78 -224l-224 78l-45 -234l-155 180l-155 -180l-45 234l-224 -78l78 224l-234 45l180 155l-180 155l234 45l-78 224l224 -78l45 234l155 -180l155 180z" />
<glyph unicode="&#xe125;" d="M650 1200h50q40 0 70 -40.5t30 -84.5v-150l-28 -125h328q40 0 70 -40.5t30 -84.5v-100q0 -45 -29 -74l-238 -344q-16 -24 -38 -40.5t-45 -16.5h-250q-7 0 -42 25t-66 50l-31 25h-61q-45 0 -72.5 18t-27.5 57v400q0 36 20 63l145 196l96 198q13 28 37.5 48t51.5 20z M650 1100l-100 -212l-150 -213v-375h100l136 -100h214l250 375v125h-450l50 225v175h-50zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe126;" d="M600 1100h250q23 0 45 -16.5t38 -40.5l238 -344q29 -29 29 -74v-100q0 -44 -30 -84.5t-70 -40.5h-328q28 -118 28 -125v-150q0 -44 -30 -84.5t-70 -40.5h-50q-27 0 -51.5 20t-37.5 48l-96 198l-145 196q-20 27 -20 63v400q0 39 27.5 57t72.5 18h61q124 100 139 100z M50 1000h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM636 1000l-136 -100h-100v-375l150 -213l100 -212h50v175l-50 225h450v125l-250 375h-214z" />
<glyph unicode="&#xe127;" d="M356 873l363 230q31 16 53 -6l110 -112q13 -13 13.5 -32t-11.5 -34l-84 -121h302q84 0 138 -38t54 -110t-55 -111t-139 -39h-106l-131 -339q-6 -21 -19.5 -41t-28.5 -20h-342q-7 0 -90 81t-83 94v525q0 17 14 35.5t28 28.5zM400 792v-503l100 -89h293l131 339 q6 21 19.5 41t28.5 20h203q21 0 30.5 25t0.5 50t-31 25h-456h-7h-6h-5.5t-6 0.5t-5 1.5t-5 2t-4 2.5t-4 4t-2.5 4.5q-12 25 5 47l146 183l-86 83zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe128;" d="M475 1103l366 -230q2 -1 6 -3.5t14 -10.5t18 -16.5t14.5 -20t6.5 -22.5v-525q0 -13 -86 -94t-93 -81h-342q-15 0 -28.5 20t-19.5 41l-131 339h-106q-85 0 -139.5 39t-54.5 111t54 110t138 38h302l-85 121q-11 15 -10.5 34t13.5 32l110 112q22 22 53 6zM370 945l146 -183 q17 -22 5 -47q-2 -2 -3.5 -4.5t-4 -4t-4 -2.5t-5 -2t-5 -1.5t-6 -0.5h-6h-6.5h-6h-475v-100h221q15 0 29 -20t20 -41l130 -339h294l106 89v503l-342 236zM1050 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5 v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe129;" d="M550 1294q72 0 111 -55t39 -139v-106l339 -131q21 -6 41 -19.5t20 -28.5v-342q0 -7 -81 -90t-94 -83h-525q-17 0 -35.5 14t-28.5 28l-9 14l-230 363q-16 31 6 53l112 110q13 13 32 13.5t34 -11.5l121 -84v302q0 84 38 138t110 54zM600 972v203q0 21 -25 30.5t-50 0.5 t-25 -31v-456v-7v-6v-5.5t-0.5 -6t-1.5 -5t-2 -5t-2.5 -4t-4 -4t-4.5 -2.5q-25 -12 -47 5l-183 146l-83 -86l236 -339h503l89 100v293l-339 131q-21 6 -41 19.5t-20 28.5zM450 200h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe130;" d="M350 1100h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5zM600 306v-106q0 -84 -39 -139t-111 -55t-110 54t-38 138v302l-121 -84q-15 -12 -34 -11.5t-32 13.5l-112 110 q-22 22 -6 53l230 363q1 2 3.5 6t10.5 13.5t16.5 17t20 13.5t22.5 6h525q13 0 94 -83t81 -90v-342q0 -15 -20 -28.5t-41 -19.5zM308 900l-236 -339l83 -86l183 146q22 17 47 5q2 -1 4.5 -2.5t4 -4t2.5 -4t2 -5t1.5 -5t0.5 -6v-5.5v-6v-7v-456q0 -22 25 -31t50 0.5t25 30.5 v203q0 15 20 28.5t41 19.5l339 131v293l-89 100h-503z" />
<glyph unicode="&#xe131;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM914 632l-275 223q-16 13 -27.5 8t-11.5 -26v-137h-275 q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h275v-137q0 -21 11.5 -26t27.5 8l275 223q16 13 16 32t-16 32z" />
<glyph unicode="&#xe132;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM561 855l-275 -223q-16 -13 -16 -32t16 -32l275 -223q16 -13 27.5 -8 t11.5 26v137h275q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5h-275v137q0 21 -11.5 26t-27.5 -8z" />
<glyph unicode="&#xe133;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM855 639l-223 275q-13 16 -32 16t-32 -16l-223 -275q-13 -16 -8 -27.5 t26 -11.5h137v-275q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v275h137q21 0 26 11.5t-8 27.5z" />
<glyph unicode="&#xe134;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM675 900h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-275h-137q-21 0 -26 -11.5 t8 -27.5l223 -275q13 -16 32 -16t32 16l223 275q13 16 8 27.5t-26 11.5h-137v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe135;" d="M600 1176q116 0 222.5 -46t184 -123.5t123.5 -184t46 -222.5t-46 -222.5t-123.5 -184t-184 -123.5t-222.5 -46t-222.5 46t-184 123.5t-123.5 184t-46 222.5t46 222.5t123.5 184t184 123.5t222.5 46zM627 1101q-15 -12 -36.5 -20.5t-35.5 -12t-43 -8t-39 -6.5 q-15 -3 -45.5 0t-45.5 -2q-20 -7 -51.5 -26.5t-34.5 -34.5q-3 -11 6.5 -22.5t8.5 -18.5q-3 -34 -27.5 -91t-29.5 -79q-9 -34 5 -93t8 -87q0 -9 17 -44.5t16 -59.5q12 0 23 -5t23.5 -15t19.5 -14q16 -8 33 -15t40.5 -15t34.5 -12q21 -9 52.5 -32t60 -38t57.5 -11 q7 -15 -3 -34t-22.5 -40t-9.5 -38q13 -21 23 -34.5t27.5 -27.5t36.5 -18q0 -7 -3.5 -16t-3.5 -14t5 -17q104 -2 221 112q30 29 46.5 47t34.5 49t21 63q-13 8 -37 8.5t-36 7.5q-15 7 -49.5 15t-51.5 19q-18 0 -41 -0.5t-43 -1.5t-42 -6.5t-38 -16.5q-51 -35 -66 -12 q-4 1 -3.5 25.5t0.5 25.5q-6 13 -26.5 17.5t-24.5 6.5q1 15 -0.5 30.5t-7 28t-18.5 11.5t-31 -21q-23 -25 -42 4q-19 28 -8 58q6 16 22 22q6 -1 26 -1.5t33.5 -4t19.5 -13.5q7 -12 18 -24t21.5 -20.5t20 -15t15.5 -10.5l5 -3q2 12 7.5 30.5t8 34.5t-0.5 32q-3 18 3.5 29 t18 22.5t15.5 24.5q6 14 10.5 35t8 31t15.5 22.5t34 22.5q-6 18 10 36q8 0 24 -1.5t24.5 -1.5t20 4.5t20.5 15.5q-10 23 -31 42.5t-37.5 29.5t-49 27t-43.5 23q0 1 2 8t3 11.5t1.5 10.5t-1 9.5t-4.5 4.5q31 -13 58.5 -14.5t38.5 2.5l12 5q5 28 -9.5 46t-36.5 24t-50 15 t-41 20q-18 -4 -37 0zM613 994q0 -17 8 -42t17 -45t9 -23q-8 1 -39.5 5.5t-52.5 10t-37 16.5q3 11 16 29.5t16 25.5q10 -10 19 -10t14 6t13.5 14.5t16.5 12.5z" />
<glyph unicode="&#xe136;" d="M756 1157q164 92 306 -9l-259 -138l145 -232l251 126q6 -89 -34 -156.5t-117 -110.5q-60 -34 -127 -39.5t-126 16.5l-596 -596q-15 -16 -36.5 -16t-36.5 16l-111 110q-15 15 -15 36.5t15 37.5l600 599q-34 101 5.5 201.5t135.5 154.5z" />
<glyph unicode="&#xe137;" horiz-adv-x="1220" d="M100 1196h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 1096h-200v-100h200v100zM100 796h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 696h-500v-100h500v100zM100 396h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 296h-300v-100h300v100z " />
<glyph unicode="&#xe138;" d="M150 1200h900q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM700 500v-300l-200 -200v500l-350 500h900z" />
<glyph unicode="&#xe139;" d="M500 1200h200q41 0 70.5 -29.5t29.5 -70.5v-100h300q41 0 70.5 -29.5t29.5 -70.5v-400h-500v100h-200v-100h-500v400q0 41 29.5 70.5t70.5 29.5h300v100q0 41 29.5 70.5t70.5 29.5zM500 1100v-100h200v100h-200zM1200 400v-200q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v200h1200z" />
<glyph unicode="&#xe140;" d="M50 1200h300q21 0 25 -10.5t-10 -24.5l-94 -94l199 -199q7 -8 7 -18t-7 -18l-106 -106q-8 -7 -18 -7t-18 7l-199 199l-94 -94q-14 -14 -24.5 -10t-10.5 25v300q0 21 14.5 35.5t35.5 14.5zM850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-199 -199q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l199 199l-94 94q-14 14 -10 24.5t25 10.5zM364 470l106 -106q7 -8 7 -18t-7 -18l-199 -199l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l199 199 q8 7 18 7t18 -7zM1071 271l94 94q14 14 24.5 10t10.5 -25v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -25 10.5t10 24.5l94 94l-199 199q-7 8 -7 18t7 18l106 106q8 7 18 7t18 -7z" />
<glyph unicode="&#xe141;" d="M596 1192q121 0 231.5 -47.5t190 -127t127 -190t47.5 -231.5t-47.5 -231.5t-127 -190.5t-190 -127t-231.5 -47t-231.5 47t-190.5 127t-127 190.5t-47 231.5t47 231.5t127 190t190.5 127t231.5 47.5zM596 1010q-112 0 -207.5 -55.5t-151 -151t-55.5 -207.5t55.5 -207.5 t151 -151t207.5 -55.5t207.5 55.5t151 151t55.5 207.5t-55.5 207.5t-151 151t-207.5 55.5zM454.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38.5 -16.5t-38.5 16.5t-16 39t16 38.5t38.5 16zM754.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38 -16.5q-14 0 -29 10l-55 -145 q17 -23 17 -51q0 -36 -25.5 -61.5t-61.5 -25.5t-61.5 25.5t-25.5 61.5q0 32 20.5 56.5t51.5 29.5l122 126l1 1q-9 14 -9 28q0 23 16 39t38.5 16zM345.5 709q22.5 0 38.5 -16t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16zM854.5 709q22.5 0 38.5 -16 t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16z" />
<glyph unicode="&#xe142;" d="M546 173l469 470q91 91 99 192q7 98 -52 175.5t-154 94.5q-22 4 -47 4q-34 0 -66.5 -10t-56.5 -23t-55.5 -38t-48 -41.5t-48.5 -47.5q-376 -375 -391 -390q-30 -27 -45 -41.5t-37.5 -41t-32 -46.5t-16 -47.5t-1.5 -56.5q9 -62 53.5 -95t99.5 -33q74 0 125 51l548 548 q36 36 20 75q-7 16 -21.5 26t-32.5 10q-26 0 -50 -23q-13 -12 -39 -38l-341 -338q-15 -15 -35.5 -15.5t-34.5 13.5t-14 34.5t14 34.5q327 333 361 367q35 35 67.5 51.5t78.5 16.5q14 0 29 -1q44 -8 74.5 -35.5t43.5 -68.5q14 -47 2 -96.5t-47 -84.5q-12 -11 -32 -32 t-79.5 -81t-114.5 -115t-124.5 -123.5t-123 -119.5t-96.5 -89t-57 -45q-56 -27 -120 -27q-70 0 -129 32t-93 89q-48 78 -35 173t81 163l511 511q71 72 111 96q91 55 198 55q80 0 152 -33q78 -36 129.5 -103t66.5 -154q17 -93 -11 -183.5t-94 -156.5l-482 -476 q-15 -15 -36 -16t-37 14t-17.5 34t14.5 35z" />
<glyph unicode="&#xe143;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104zM896 972q-33 0 -64.5 -19t-56.5 -46t-47.5 -53.5t-43.5 -45.5t-37.5 -19t-36 19t-40 45.5t-43 53.5t-54 46t-65.5 19q-67 0 -122.5 -55.5t-55.5 -132.5q0 -23 13.5 -51t46 -65t57.5 -63t76 -75l22 -22q15 -14 44 -44t50.5 -51t46 -44t41 -35t23 -12 t23.5 12t42.5 36t46 44t52.5 52t44 43q4 4 12 13q43 41 63.5 62t52 55t46 55t26 46t11.5 44q0 79 -53 133.5t-120 54.5z" />
<glyph unicode="&#xe144;" d="M776.5 1214q93.5 0 159.5 -66l141 -141q66 -66 66 -160q0 -42 -28 -95.5t-62 -87.5l-29 -29q-31 53 -77 99l-18 18l95 95l-247 248l-389 -389l212 -212l-105 -106l-19 18l-141 141q-66 66 -66 159t66 159l283 283q65 66 158.5 66zM600 706l105 105q10 -8 19 -17l141 -141 q66 -66 66 -159t-66 -159l-283 -283q-66 -66 -159 -66t-159 66l-141 141q-66 66 -66 159.5t66 159.5l55 55q29 -55 75 -102l18 -17l-95 -95l247 -248l389 389z" />
<glyph unicode="&#xe145;" d="M603 1200q85 0 162 -15t127 -38t79 -48t29 -46v-953q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-41 0 -70.5 29.5t-29.5 70.5v953q0 21 30 46.5t81 48t129 37.5t163 15zM300 1000v-700h600v700h-600zM600 254q-43 0 -73.5 -30.5t-30.5 -73.5t30.5 -73.5t73.5 -30.5t73.5 30.5 t30.5 73.5t-30.5 73.5t-73.5 30.5z" />
<glyph unicode="&#xe146;" d="M902 1185l283 -282q15 -15 15 -36t-14.5 -35.5t-35.5 -14.5t-35 15l-36 35l-279 -267v-300l-212 210l-308 -307l-280 -203l203 280l307 308l-210 212h300l267 279l-35 36q-15 14 -15 35t14.5 35.5t35.5 14.5t35 -15z" />
<glyph unicode="&#xe148;" d="M700 1248v-78q38 -5 72.5 -14.5t75.5 -31.5t71 -53.5t52 -84t24 -118.5h-159q-4 36 -10.5 59t-21 45t-40 35.5t-64.5 20.5v-307l64 -13q34 -7 64 -16.5t70 -32t67.5 -52.5t47.5 -80t20 -112q0 -139 -89 -224t-244 -97v-77h-100v79q-150 16 -237 103q-40 40 -52.5 93.5 t-15.5 139.5h139q5 -77 48.5 -126t117.5 -65v335l-27 8q-46 14 -79 26.5t-72 36t-63 52t-40 72.5t-16 98q0 70 25 126t67.5 92t94.5 57t110 27v77h100zM600 754v274q-29 -4 -50 -11t-42 -21.5t-31.5 -41.5t-10.5 -65q0 -29 7 -50.5t16.5 -34t28.5 -22.5t31.5 -14t37.5 -10 q9 -3 13 -4zM700 547v-310q22 2 42.5 6.5t45 15.5t41.5 27t29 42t12 59.5t-12.5 59.5t-38 44.5t-53 31t-66.5 24.5z" />
<glyph unicode="&#xe149;" d="M561 1197q84 0 160.5 -40t123.5 -109.5t47 -147.5h-153q0 40 -19.5 71.5t-49.5 48.5t-59.5 26t-55.5 9q-37 0 -79 -14.5t-62 -35.5q-41 -44 -41 -101q0 -26 13.5 -63t26.5 -61t37 -66q6 -9 9 -14h241v-100h-197q8 -50 -2.5 -115t-31.5 -95q-45 -62 -99 -112 q34 10 83 17.5t71 7.5q32 1 102 -16t104 -17q83 0 136 30l50 -147q-31 -19 -58 -30.5t-55 -15.5t-42 -4.5t-46 -0.5q-23 0 -76 17t-111 32.5t-96 11.5q-39 -3 -82 -16t-67 -25l-23 -11l-55 145q4 3 16 11t15.5 10.5t13 9t15.5 12t14.5 14t17.5 18.5q48 55 54 126.5 t-30 142.5h-221v100h166q-23 47 -44 104q-7 20 -12 41.5t-6 55.5t6 66.5t29.5 70.5t58.5 71q97 88 263 88z" />
<glyph unicode="&#xe150;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM935 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-900h-200v900h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe151;" d="M1000 700h-100v100h-100v-100h-100v500h300v-500zM400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM801 1100v-200h100v200h-100zM1000 350l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150z " />
<glyph unicode="&#xe152;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 1050l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150zM1000 0h-100v100h-100v-100h-100v500h300v-500zM801 400v-200h100v200h-100z " />
<glyph unicode="&#xe153;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 700h-100v400h-100v100h200v-500zM1100 0h-100v100h-200v400h300v-500zM901 400v-200h100v200h-100z" />
<glyph unicode="&#xe154;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1100 700h-100v100h-200v400h300v-500zM901 1100v-200h100v200h-100zM1000 0h-100v400h-100v100h200v-500z" />
<glyph unicode="&#xe155;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM900 1000h-200v200h200v-200zM1000 700h-300v200h300v-200zM1100 400h-400v200h400v-200zM1200 100h-500v200h500v-200z" />
<glyph unicode="&#xe156;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1200 1000h-500v200h500v-200zM1100 700h-400v200h400v-200zM1000 400h-300v200h300v-200zM900 100h-200v200h200v-200z" />
<glyph unicode="&#xe157;" d="M350 1100h400q162 0 256 -93.5t94 -256.5v-400q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5z" />
<glyph unicode="&#xe158;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-163 0 -256.5 92.5t-93.5 257.5v400q0 163 94 256.5t256 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM440 770l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe159;" d="M350 1100h400q163 0 256.5 -94t93.5 -256v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 163 92.5 256.5t257.5 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM350 700h400q21 0 26.5 -12t-6.5 -28l-190 -253q-12 -17 -30 -17t-30 17l-190 253q-12 16 -6.5 28t26.5 12z" />
<glyph unicode="&#xe160;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -163 -92.5 -256.5t-257.5 -93.5h-400q-163 0 -256.5 94t-93.5 256v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM580 693l190 -253q12 -16 6.5 -28t-26.5 -12h-400q-21 0 -26.5 12t6.5 28l190 253q12 17 30 17t30 -17z" />
<glyph unicode="&#xe161;" d="M550 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h450q41 0 70.5 29.5t29.5 70.5v500q0 41 -29.5 70.5t-70.5 29.5h-450q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM338 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe162;" d="M793 1182l9 -9q8 -10 5 -27q-3 -11 -79 -225.5t-78 -221.5l300 1q24 0 32.5 -17.5t-5.5 -35.5q-1 0 -133.5 -155t-267 -312.5t-138.5 -162.5q-12 -15 -26 -15h-9l-9 8q-9 11 -4 32q2 9 42 123.5t79 224.5l39 110h-302q-23 0 -31 19q-10 21 6 41q75 86 209.5 237.5 t228 257t98.5 111.5q9 16 25 16h9z" />
<glyph unicode="&#xe163;" d="M350 1100h400q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-450q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h450q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400 q0 165 92.5 257.5t257.5 92.5zM938 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe164;" d="M750 1200h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -10.5 -25t-24.5 10l-109 109l-312 -312q-15 -15 -35.5 -15t-35.5 15l-141 141q-15 15 -15 35.5t15 35.5l312 312l-109 109q-14 14 -10 24.5t25 10.5zM456 900h-156q-41 0 -70.5 -29.5t-29.5 -70.5v-500 q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v148l200 200v-298q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5h300z" />
<glyph unicode="&#xe165;" d="M600 1186q119 0 227.5 -46.5t187 -125t125 -187t46.5 -227.5t-46.5 -227.5t-125 -187t-187 -125t-227.5 -46.5t-227.5 46.5t-187 125t-125 187t-46.5 227.5t46.5 227.5t125 187t187 125t227.5 46.5zM600 1022q-115 0 -212 -56.5t-153.5 -153.5t-56.5 -212t56.5 -212 t153.5 -153.5t212 -56.5t212 56.5t153.5 153.5t56.5 212t-56.5 212t-153.5 153.5t-212 56.5zM600 794q80 0 137 -57t57 -137t-57 -137t-137 -57t-137 57t-57 137t57 137t137 57z" />
<glyph unicode="&#xe166;" d="M450 1200h200q21 0 35.5 -14.5t14.5 -35.5v-350h245q20 0 25 -11t-9 -26l-383 -426q-14 -15 -33.5 -15t-32.5 15l-379 426q-13 15 -8.5 26t25.5 11h250v350q0 21 14.5 35.5t35.5 14.5zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe167;" d="M583 1182l378 -435q14 -15 9 -31t-26 -16h-244v-250q0 -20 -17 -35t-39 -15h-200q-20 0 -32 14.5t-12 35.5v250h-250q-20 0 -25.5 16.5t8.5 31.5l383 431q14 16 33.5 17t33.5 -14zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe168;" d="M396 723l369 369q7 7 17.5 7t17.5 -7l139 -139q7 -8 7 -18.5t-7 -17.5l-525 -525q-7 -8 -17.5 -8t-17.5 8l-292 291q-7 8 -7 18t7 18l139 139q8 7 18.5 7t17.5 -7zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50 h-100z" />
<glyph unicode="&#xe169;" d="M135 1023l142 142q14 14 35 14t35 -14l77 -77l-212 -212l-77 76q-14 15 -14 36t14 35zM655 855l210 210q14 14 24.5 10t10.5 -25l-2 -599q-1 -20 -15.5 -35t-35.5 -15l-597 -1q-21 0 -25 10.5t10 24.5l208 208l-154 155l212 212zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5 v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe170;" d="M350 1200l599 -2q20 -1 35 -15.5t15 -35.5l1 -597q0 -21 -10.5 -25t-24.5 10l-208 208l-155 -154l-212 212l155 154l-210 210q-14 14 -10 24.5t25 10.5zM524 512l-76 -77q-15 -14 -36 -14t-35 14l-142 142q-14 14 -14 35t14 35l77 77zM50 300h1000q21 0 35.5 -14.5 t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe171;" d="M1200 103l-483 276l-314 -399v423h-399l1196 796v-1096zM483 424v-230l683 953z" />
<glyph unicode="&#xe172;" d="M1100 1000v-850q0 -21 -14.5 -35.5t-35.5 -14.5h-150v400h-700v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200z" />
<glyph unicode="&#xe173;" d="M1100 1000l-2 -149l-299 -299l-95 95q-9 9 -21.5 9t-21.5 -9l-149 -147h-312v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1132 638l106 -106q7 -7 7 -17.5t-7 -17.5l-420 -421q-8 -7 -18 -7 t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l297 297q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe174;" d="M1100 1000v-269l-103 -103l-134 134q-15 15 -33.5 16.5t-34.5 -12.5l-266 -266h-329v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1202 572l70 -70q15 -15 15 -35.5t-15 -35.5l-131 -131 l131 -131q15 -15 15 -35.5t-15 -35.5l-70 -70q-15 -15 -35.5 -15t-35.5 15l-131 131l-131 -131q-15 -15 -35.5 -15t-35.5 15l-70 70q-15 15 -15 35.5t15 35.5l131 131l-131 131q-15 15 -15 35.5t15 35.5l70 70q15 15 35.5 15t35.5 -15l131 -131l131 131q15 15 35.5 15 t35.5 -15z" />
<glyph unicode="&#xe175;" d="M1100 1000v-300h-350q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-500v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM850 600h100q21 0 35.5 -14.5t14.5 -35.5v-250h150q21 0 25 -10.5t-10 -24.5 l-230 -230q-14 -14 -35 -14t-35 14l-230 230q-14 14 -10 24.5t25 10.5h150v250q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe176;" d="M1100 1000v-400l-165 165q-14 15 -35 15t-35 -15l-263 -265h-402v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM935 565l230 -229q14 -15 10 -25.5t-25 -10.5h-150v-250q0 -20 -14.5 -35 t-35.5 -15h-100q-21 0 -35.5 15t-14.5 35v250h-150q-21 0 -25 10.5t10 25.5l230 229q14 15 35 15t35 -15z" />
<glyph unicode="&#xe177;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-150h-1200v150q0 21 14.5 35.5t35.5 14.5zM1200 800v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v550h1200zM100 500v-200h400v200h-400z" />
<glyph unicode="&#xe178;" d="M935 1165l248 -230q14 -14 14 -35t-14 -35l-248 -230q-14 -14 -24.5 -10t-10.5 25v150h-400v200h400v150q0 21 10.5 25t24.5 -10zM200 800h-50q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v-200zM400 800h-100v200h100v-200zM18 435l247 230 q14 14 24.5 10t10.5 -25v-150h400v-200h-400v-150q0 -21 -10.5 -25t-24.5 10l-247 230q-15 14 -15 35t15 35zM900 300h-100v200h100v-200zM1000 500h51q20 0 34.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-34.5 -14.5h-51v200z" />
<glyph unicode="&#xe179;" d="M862 1073l276 116q25 18 43.5 8t18.5 -41v-1106q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v397q-4 1 -11 5t-24 17.5t-30 29t-24 42t-11 56.5v359q0 31 18.5 65t43.5 52zM550 1200q22 0 34.5 -12.5t14.5 -24.5l1 -13v-450q0 -28 -10.5 -59.5 t-25 -56t-29 -45t-25.5 -31.5l-10 -11v-447q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v447q-4 4 -11 11.5t-24 30.5t-30 46t-24 55t-11 60v450q0 2 0.5 5.5t4 12t8.5 15t14.5 12t22.5 5.5q20 0 32.5 -12.5t14.5 -24.5l3 -13v-350h100v350v5.5t2.5 12 t7 15t15 12t25.5 5.5q23 0 35.5 -12.5t13.5 -24.5l1 -13v-350h100v350q0 2 0.5 5.5t3 12t7 15t15 12t24.5 5.5z" />
<glyph unicode="&#xe180;" d="M1200 1100v-56q-4 0 -11 -0.5t-24 -3t-30 -7.5t-24 -15t-11 -24v-888q0 -22 25 -34.5t50 -13.5l25 -2v-56h-400v56q75 0 87.5 6.5t12.5 43.5v394h-500v-394q0 -37 12.5 -43.5t87.5 -6.5v-56h-400v56q4 0 11 0.5t24 3t30 7.5t24 15t11 24v888q0 22 -25 34.5t-50 13.5 l-25 2v56h400v-56q-75 0 -87.5 -6.5t-12.5 -43.5v-394h500v394q0 37 -12.5 43.5t-87.5 6.5v56h400z" />
<glyph unicode="&#xe181;" d="M675 1000h375q21 0 35.5 -14.5t14.5 -35.5v-150h-105l-295 -98v98l-200 200h-400l100 100h375zM100 900h300q41 0 70.5 -29.5t29.5 -70.5v-500q0 -41 -29.5 -70.5t-70.5 -29.5h-300q-41 0 -70.5 29.5t-29.5 70.5v500q0 41 29.5 70.5t70.5 29.5zM100 800v-200h300v200 h-300zM1100 535l-400 -133v163l400 133v-163zM100 500v-200h300v200h-300zM1100 398v-248q0 -21 -14.5 -35.5t-35.5 -14.5h-375l-100 -100h-375l-100 100h400l200 200h105z" />
<glyph unicode="&#xe182;" d="M17 1007l162 162q17 17 40 14t37 -22l139 -194q14 -20 11 -44.5t-20 -41.5l-119 -118q102 -142 228 -268t267 -227l119 118q17 17 42.5 19t44.5 -12l192 -136q19 -14 22.5 -37.5t-13.5 -40.5l-163 -162q-3 -1 -9.5 -1t-29.5 2t-47.5 6t-62.5 14.5t-77.5 26.5t-90 42.5 t-101.5 60t-111 83t-119 108.5q-74 74 -133.5 150.5t-94.5 138.5t-60 119.5t-34.5 100t-15 74.5t-4.5 48z" />
<glyph unicode="&#xe183;" d="M600 1100q92 0 175 -10.5t141.5 -27t108.5 -36.5t81.5 -40t53.5 -37t31 -27l9 -10v-200q0 -21 -14.5 -33t-34.5 -9l-202 34q-20 3 -34.5 20t-14.5 38v146q-141 24 -300 24t-300 -24v-146q0 -21 -14.5 -38t-34.5 -20l-202 -34q-20 -3 -34.5 9t-14.5 33v200q3 4 9.5 10.5 t31 26t54 37.5t80.5 39.5t109 37.5t141 26.5t175 10.5zM600 795q56 0 97 -9.5t60 -23.5t30 -28t12 -24l1 -10v-50l365 -303q14 -15 24.5 -40t10.5 -45v-212q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v212q0 20 10.5 45t24.5 40l365 303v50 q0 4 1 10.5t12 23t30 29t60 22.5t97 10z" />
<glyph unicode="&#xe184;" d="M1100 700l-200 -200h-600l-200 200v500h200v-200h200v200h200v-200h200v200h200v-500zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5 t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe185;" d="M700 1100h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-1000h300v1000q0 41 -29.5 70.5t-70.5 29.5zM1100 800h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-700h300v700q0 41 -29.5 70.5t-70.5 29.5zM400 0h-300v400q0 41 29.5 70.5t70.5 29.5h100q41 0 70.5 -29.5t29.5 -70.5v-400z " />
<glyph unicode="&#xe186;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe187;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 300h-100v200h-100v-200h-100v500h100v-200h100v200h100v-500zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe188;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-300h200v-100h-300v500h300v-100zM900 700h-200v-300h200v-100h-300v500h300v-100z" />
<glyph unicode="&#xe189;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 400l-300 150l300 150v-300zM900 550l-300 -150v300z" />
<glyph unicode="&#xe190;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM900 300h-700v500h700v-500zM800 700h-130q-38 0 -66.5 -43t-28.5 -108t27 -107t68 -42h130v300zM300 700v-300 h130q41 0 68 42t27 107t-28.5 108t-66.5 43h-130z" />
<glyph unicode="&#xe191;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 300h-100v400h-100v100h200v-500z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe192;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM300 700h200v-400h-300v500h100v-100zM900 300h-100v400h-100v100h200v-500zM300 600v-200h100v200h-100z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe193;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 500l-199 -200h-100v50l199 200v150h-200v100h300v-300zM900 300h-100v400h-100v100h200v-500zM701 300h-100 v100h100v-100z" />
<glyph unicode="&#xe194;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700h-300v-200h300v-100h-300l-100 100v200l100 100h300v-100z" />
<glyph unicode="&#xe195;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700v-100l-50 -50l100 -100v-50h-100l-100 100h-150v-100h-100v400h300zM500 700v-100h200v100h-200z" />
<glyph unicode="&#xe197;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -207t-85 -207t-205 -86.5h-128v250q0 21 -14.5 35.5t-35.5 14.5h-300q-21 0 -35.5 -14.5t-14.5 -35.5v-250h-222q-80 0 -136 57.5t-56 136.5q0 69 43 122.5t108 67.5q-2 19 -2 37q0 100 49 185 t134 134t185 49zM525 500h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -244q-13 -16 -32 -16t-32 16l-223 244q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe198;" d="M502 1089q110 0 201 -59.5t135 -156.5q43 15 89 15q121 0 206 -86.5t86 -206.5q0 -99 -60 -181t-150 -110l-378 360q-13 16 -31.5 16t-31.5 -16l-381 -365h-9q-79 0 -135.5 57.5t-56.5 136.5q0 69 43 122.5t108 67.5q-2 19 -2 38q0 100 49 184.5t133.5 134t184.5 49.5z M632 467l223 -228q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5q199 204 223 228q19 19 31.5 19t32.5 -19z" />
<glyph unicode="&#xe199;" d="M700 100v100h400l-270 300h170l-270 300h170l-300 333l-300 -333h170l-270 -300h170l-270 -300h400v-100h-50q-21 0 -35.5 -14.5t-14.5 -35.5v-50h400v50q0 21 -14.5 35.5t-35.5 14.5h-50z" />
<glyph unicode="&#xe200;" d="M600 1179q94 0 167.5 -56.5t99.5 -145.5q89 -6 150.5 -71.5t61.5 -155.5q0 -61 -29.5 -112.5t-79.5 -82.5q9 -29 9 -55q0 -74 -52.5 -126.5t-126.5 -52.5q-55 0 -100 30v-251q21 0 35.5 -14.5t14.5 -35.5v-50h-300v50q0 21 14.5 35.5t35.5 14.5v251q-45 -30 -100 -30 q-74 0 -126.5 52.5t-52.5 126.5q0 18 4 38q-47 21 -75.5 65t-28.5 97q0 74 52.5 126.5t126.5 52.5q5 0 23 -2q0 2 -1 10t-1 13q0 116 81.5 197.5t197.5 81.5z" />
<glyph unicode="&#xe201;" d="M1010 1010q111 -111 150.5 -260.5t0 -299t-150.5 -260.5q-83 -83 -191.5 -126.5t-218.5 -43.5t-218.5 43.5t-191.5 126.5q-111 111 -150.5 260.5t0 299t150.5 260.5q83 83 191.5 126.5t218.5 43.5t218.5 -43.5t191.5 -126.5zM476 1065q-4 0 -8 -1q-121 -34 -209.5 -122.5 t-122.5 -209.5q-4 -12 2.5 -23t18.5 -14l36 -9q3 -1 7 -1q23 0 29 22q27 96 98 166q70 71 166 98q11 3 17.5 13.5t3.5 22.5l-9 35q-3 13 -14 19q-7 4 -15 4zM512 920q-4 0 -9 -2q-80 -24 -138.5 -82.5t-82.5 -138.5q-4 -13 2 -24t19 -14l34 -9q4 -1 8 -1q22 0 28 21 q18 58 58.5 98.5t97.5 58.5q12 3 18 13.5t3 21.5l-9 35q-3 12 -14 19q-7 4 -15 4zM719.5 719.5q-49.5 49.5 -119.5 49.5t-119.5 -49.5t-49.5 -119.5t49.5 -119.5t119.5 -49.5t119.5 49.5t49.5 119.5t-49.5 119.5zM855 551q-22 0 -28 -21q-18 -58 -58.5 -98.5t-98.5 -57.5 q-11 -4 -17 -14.5t-3 -21.5l9 -35q3 -12 14 -19q7 -4 15 -4q4 0 9 2q80 24 138.5 82.5t82.5 138.5q4 13 -2.5 24t-18.5 14l-34 9q-4 1 -8 1zM1000 515q-23 0 -29 -22q-27 -96 -98 -166q-70 -71 -166 -98q-11 -3 -17.5 -13.5t-3.5 -22.5l9 -35q3 -13 14 -19q7 -4 15 -4 q4 0 8 1q121 34 209.5 122.5t122.5 209.5q4 12 -2.5 23t-18.5 14l-36 9q-3 1 -7 1z" />
<glyph unicode="&#xe202;" d="M700 800h300v-380h-180v200h-340v-200h-380v755q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM700 300h162l-212 -212l-212 212h162v200h100v-200zM520 0h-395q-10 0 -17.5 7.5t-7.5 17.5v395zM1000 220v-195q0 -10 -7.5 -17.5t-17.5 -7.5h-195z" />
<glyph unicode="&#xe203;" d="M700 800h300v-520l-350 350l-550 -550v1095q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM862 200h-162v-200h-100v200h-162l212 212zM480 0h-355q-10 0 -17.5 7.5t-7.5 17.5v55h380v-80zM1000 80v-55q0 -10 -7.5 -17.5t-17.5 -7.5h-155v80h180z" />
<glyph unicode="&#xe204;" d="M1162 800h-162v-200h100l100 -100h-300v300h-162l212 212zM200 800h200q27 0 40 -2t29.5 -10.5t23.5 -30t7 -57.5h300v-100h-600l-200 -350v450h100q0 36 7 57.5t23.5 30t29.5 10.5t40 2zM800 400h240l-240 -400h-800l300 500h500v-100z" />
<glyph unicode="&#xe205;" d="M650 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM1000 850v150q41 0 70.5 -29.5t29.5 -70.5v-800 q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-1 0 -20 4l246 246l-326 326v324q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM412 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe206;" d="M450 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM800 850v150q41 0 70.5 -29.5t29.5 -70.5v-500 h-200v-300h200q0 -36 -7 -57.5t-23.5 -30t-29.5 -10.5t-40 -2h-600q-41 0 -70.5 29.5t-29.5 70.5v800q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM1212 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe209;" d="M658 1197l637 -1104q23 -38 7 -65.5t-60 -27.5h-1276q-44 0 -60 27.5t7 65.5l637 1104q22 39 54 39t54 -39zM704 800h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM500 300v-100h200 v100h-200z" />
<glyph unicode="&#xe210;" d="M425 1100h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM825 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM25 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5zM425 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5 v150q0 10 7.5 17.5t17.5 7.5zM25 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe211;" d="M700 1200h100v-200h-100v-100h350q62 0 86.5 -39.5t-3.5 -94.5l-66 -132q-41 -83 -81 -134h-772q-40 51 -81 134l-66 132q-28 55 -3.5 94.5t86.5 39.5h350v100h-100v200h100v100h200v-100zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100 h-950l138 100h-13q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe212;" d="M600 1300q40 0 68.5 -29.5t28.5 -70.5h-194q0 41 28.5 70.5t68.5 29.5zM443 1100h314q18 -37 18 -75q0 -8 -3 -25h328q41 0 44.5 -16.5t-30.5 -38.5l-175 -145h-678l-178 145q-34 22 -29 38.5t46 16.5h328q-3 17 -3 25q0 38 18 75zM250 700h700q21 0 35.5 -14.5 t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-150v-200l275 -200h-950l275 200v200h-150q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe213;" d="M600 1181q75 0 128 -53t53 -128t-53 -128t-128 -53t-128 53t-53 128t53 128t128 53zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13 l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe214;" d="M600 1300q47 0 92.5 -53.5t71 -123t25.5 -123.5q0 -78 -55.5 -133.5t-133.5 -55.5t-133.5 55.5t-55.5 133.5q0 62 34 143l144 -143l111 111l-163 163q34 26 63 26zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45 zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe215;" d="M600 1200l300 -161v-139h-300q0 -57 18.5 -108t50 -91.5t63 -72t70 -67.5t57.5 -61h-530q-60 83 -90.5 177.5t-30.5 178.5t33 164.5t87.5 139.5t126 96.5t145.5 41.5v-98zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100 h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe216;" d="M600 1300q41 0 70.5 -29.5t29.5 -70.5v-78q46 -26 73 -72t27 -100v-50h-400v50q0 54 27 100t73 72v78q0 41 29.5 70.5t70.5 29.5zM400 800h400q54 0 100 -27t72 -73h-172v-100h200v-100h-200v-100h200v-100h-200v-100h200q0 -83 -58.5 -141.5t-141.5 -58.5h-400 q-83 0 -141.5 58.5t-58.5 141.5v400q0 83 58.5 141.5t141.5 58.5z" />
<glyph unicode="&#xe218;" d="M150 1100h900q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM125 400h950q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-283l224 -224q13 -13 13 -31.5t-13 -32 t-31.5 -13.5t-31.5 13l-88 88h-524l-87 -88q-13 -13 -32 -13t-32 13.5t-13 32t13 31.5l224 224h-289q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM541 300l-100 -100h324l-100 100h-124z" />
<glyph unicode="&#xe219;" d="M200 1100h800q83 0 141.5 -58.5t58.5 -141.5v-200h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100v200q0 83 58.5 141.5t141.5 58.5zM100 600h1000q41 0 70.5 -29.5 t29.5 -70.5v-300h-1200v300q0 41 29.5 70.5t70.5 29.5zM300 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200zM1100 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200z" />
<glyph unicode="&#xe221;" d="M480 1165l682 -683q31 -31 31 -75.5t-31 -75.5l-131 -131h-481l-517 518q-32 31 -32 75.5t32 75.5l295 296q31 31 75.5 31t76.5 -31zM108 794l342 -342l303 304l-341 341zM250 100h800q21 0 35.5 -14.5t14.5 -35.5v-50h-900v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe223;" d="M1057 647l-189 506q-8 19 -27.5 33t-40.5 14h-400q-21 0 -40.5 -14t-27.5 -33l-189 -506q-8 -19 1.5 -33t30.5 -14h625v-150q0 -21 14.5 -35.5t35.5 -14.5t35.5 14.5t14.5 35.5v150h125q21 0 30.5 14t1.5 33zM897 0h-595v50q0 21 14.5 35.5t35.5 14.5h50v50 q0 21 14.5 35.5t35.5 14.5h48v300h200v-300h47q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-50z" />
<glyph unicode="&#xe224;" d="M900 800h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-375v591l-300 300v84q0 10 7.5 17.5t17.5 7.5h375v-400zM1200 900h-200v200zM400 600h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-650q-10 0 -17.5 7.5t-7.5 17.5v950q0 10 7.5 17.5t17.5 7.5h375v-400zM700 700h-200v200z " />
<glyph unicode="&#xe225;" d="M484 1095h195q75 0 146 -32.5t124 -86t89.5 -122.5t48.5 -142q18 -14 35 -20q31 -10 64.5 6.5t43.5 48.5q10 34 -15 71q-19 27 -9 43q5 8 12.5 11t19 -1t23.5 -16q41 -44 39 -105q-3 -63 -46 -106.5t-104 -43.5h-62q-7 -55 -35 -117t-56 -100l-39 -234q-3 -20 -20 -34.5 t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l12 70q-49 -14 -91 -14h-195q-24 0 -65 8l-11 -64q-3 -20 -20 -34.5t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l26 157q-84 74 -128 175l-159 53q-19 7 -33 26t-14 40v50q0 21 14.5 35.5t35.5 14.5h124q11 87 56 166l-111 95 q-16 14 -12.5 23.5t24.5 9.5h203q116 101 250 101zM675 1000h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h250q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe226;" d="M641 900l423 247q19 8 42 2.5t37 -21.5l32 -38q14 -15 12.5 -36t-17.5 -34l-139 -120h-390zM50 1100h106q67 0 103 -17t66 -71l102 -212h823q21 0 35.5 -14.5t14.5 -35.5v-50q0 -21 -14 -40t-33 -26l-737 -132q-23 -4 -40 6t-26 25q-42 67 -100 67h-300q-62 0 -106 44 t-44 106v200q0 62 44 106t106 44zM173 928h-80q-19 0 -28 -14t-9 -35v-56q0 -51 42 -51h134q16 0 21.5 8t5.5 24q0 11 -16 45t-27 51q-18 28 -43 28zM550 727q-32 0 -54.5 -22.5t-22.5 -54.5t22.5 -54.5t54.5 -22.5t54.5 22.5t22.5 54.5t-22.5 54.5t-54.5 22.5zM130 389 l152 130q18 19 34 24t31 -3.5t24.5 -17.5t25.5 -28q28 -35 50.5 -51t48.5 -13l63 5l48 -179q13 -61 -3.5 -97.5t-67.5 -79.5l-80 -69q-47 -40 -109 -35.5t-103 51.5l-130 151q-40 47 -35.5 109.5t51.5 102.5zM380 377l-102 -88q-31 -27 2 -65l37 -43q13 -15 27.5 -19.5 t31.5 6.5l61 53q19 16 14 49q-2 20 -12 56t-17 45q-11 12 -19 14t-23 -8z" />
<glyph unicode="&#xe227;" d="M625 1200h150q10 0 17.5 -7.5t7.5 -17.5v-109q79 -33 131 -87.5t53 -128.5q1 -46 -15 -84.5t-39 -61t-46 -38t-39 -21.5l-17 -6q6 0 15 -1.5t35 -9t50 -17.5t53 -30t50 -45t35.5 -64t14.5 -84q0 -59 -11.5 -105.5t-28.5 -76.5t-44 -51t-49.5 -31.5t-54.5 -16t-49.5 -6.5 t-43.5 -1v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-100v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-175q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v600h-75q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5h175v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h100v75q0 10 7.5 17.5t17.5 7.5zM400 900v-200h263q28 0 48.5 10.5t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-263zM400 500v-200h363q28 0 48.5 10.5 t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-363z" />
<glyph unicode="&#xe230;" d="M212 1198h780q86 0 147 -61t61 -147v-416q0 -51 -18 -142.5t-36 -157.5l-18 -66q-29 -87 -93.5 -146.5t-146.5 -59.5h-572q-82 0 -147 59t-93 147q-8 28 -20 73t-32 143.5t-20 149.5v416q0 86 61 147t147 61zM600 1045q-70 0 -132.5 -11.5t-105.5 -30.5t-78.5 -41.5 t-57 -45t-36 -41t-20.5 -30.5l-6 -12l156 -243h560l156 243q-2 5 -6 12.5t-20 29.5t-36.5 42t-57 44.5t-79 42t-105 29.5t-132.5 12zM762 703h-157l195 261z" />
<glyph unicode="&#xe231;" d="M475 1300h150q103 0 189 -86t86 -189v-500q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe232;" d="M475 1300h96q0 -150 89.5 -239.5t239.5 -89.5v-446q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe233;" d="M1294 767l-638 -283l-378 170l-78 -60v-224l100 -150v-199l-150 148l-150 -149v200l100 150v250q0 4 -0.5 10.5t0 9.5t1 8t3 8t6.5 6l47 40l-147 65l642 283zM1000 380l-350 -166l-350 166v147l350 -165l350 165v-147z" />
<glyph unicode="&#xe234;" d="M250 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM650 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM1050 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe235;" d="M550 1100q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 700q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 300q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe236;" d="M125 1100h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM125 700h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM125 300h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe237;" d="M350 1200h500q162 0 256 -93.5t94 -256.5v-500q0 -165 -93.5 -257.5t-256.5 -92.5h-500q-165 0 -257.5 92.5t-92.5 257.5v500q0 165 92.5 257.5t257.5 92.5zM900 1000h-600q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h600q41 0 70.5 29.5 t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5zM350 900h500q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-500q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 14.5 35.5t35.5 14.5zM400 800v-200h400v200h-400z" />
<glyph unicode="&#xe238;" d="M150 1100h1000q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe239;" d="M650 1187q87 -67 118.5 -156t0 -178t-118.5 -155q-87 66 -118.5 155t0 178t118.5 156zM300 800q124 0 212 -88t88 -212q-124 0 -212 88t-88 212zM1000 800q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM300 500q124 0 212 -88t88 -212q-124 0 -212 88t-88 212z M1000 500q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM700 199v-144q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v142q40 -4 43 -4q17 0 57 6z" />
<glyph unicode="&#xe240;" d="M745 878l69 19q25 6 45 -12l298 -295q11 -11 15 -26.5t-2 -30.5q-5 -14 -18 -23.5t-28 -9.5h-8q1 0 1 -13q0 -29 -2 -56t-8.5 -62t-20 -63t-33 -53t-51 -39t-72.5 -14h-146q-184 0 -184 288q0 24 10 47q-20 4 -62 4t-63 -4q11 -24 11 -47q0 -288 -184 -288h-142 q-48 0 -84.5 21t-56 51t-32 71.5t-16 75t-3.5 68.5q0 13 2 13h-7q-15 0 -27.5 9.5t-18.5 23.5q-6 15 -2 30.5t15 25.5l298 296q20 18 46 11l76 -19q20 -5 30.5 -22.5t5.5 -37.5t-22.5 -31t-37.5 -5l-51 12l-182 -193h891l-182 193l-44 -12q-20 -5 -37.5 6t-22.5 31t6 37.5 t31 22.5z" />
<glyph unicode="&#xe241;" d="M1200 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM500 450h-25q0 15 -4 24.5t-9 14.5t-17 7.5t-20 3t-25 0.5h-100v-425q0 -11 12.5 -17.5t25.5 -7.5h12v-50h-200v50q50 0 50 25v425h-100q-17 0 -25 -0.5t-20 -3t-17 -7.5t-9 -14.5t-4 -24.5h-25v150h500v-150z" />
<glyph unicode="&#xe242;" d="M1000 300v50q-25 0 -55 32q-14 14 -25 31t-16 27l-4 11l-289 747h-69l-300 -754q-18 -35 -39 -56q-9 -9 -24.5 -18.5t-26.5 -14.5l-11 -5v-50h273v50q-49 0 -78.5 21.5t-11.5 67.5l69 176h293l61 -166q13 -34 -3.5 -66.5t-55.5 -32.5v-50h312zM412 691l134 342l121 -342 h-255zM1100 150v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe243;" d="M50 1200h1100q21 0 35.5 -14.5t14.5 -35.5v-1100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5zM611 1118h-70q-13 0 -18 -12l-299 -753q-17 -32 -35 -51q-18 -18 -56 -34q-12 -5 -12 -18v-50q0 -8 5.5 -14t14.5 -6 h273q8 0 14 6t6 14v50q0 8 -6 14t-14 6q-55 0 -71 23q-10 14 0 39l63 163h266l57 -153q11 -31 -6 -55q-12 -17 -36 -17q-8 0 -14 -6t-6 -14v-50q0 -8 6 -14t14 -6h313q8 0 14 6t6 14v50q0 7 -5.5 13t-13.5 7q-17 0 -42 25q-25 27 -40 63h-1l-288 748q-5 12 -19 12zM639 611 h-197l103 264z" />
<glyph unicode="&#xe244;" d="M1200 1100h-1200v100h1200v-100zM50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 1000h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM700 900v-300h300v300h-300z" />
<glyph unicode="&#xe245;" d="M50 1200h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 700h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM700 600v-300h300v300h-300zM1200 0h-1200v100h1200v-100z" />
<glyph unicode="&#xe246;" d="M50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-350h100v150q0 21 14.5 35.5t35.5 14.5h400q21 0 35.5 -14.5t14.5 -35.5v-150h100v-100h-100v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v150h-100v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM700 700v-300h300v300h-300z" />
<glyph unicode="&#xe247;" d="M100 0h-100v1200h100v-1200zM250 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM300 1000v-300h300v300h-300zM250 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe248;" d="M600 1100h150q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-100h450q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h350v100h-150q-21 0 -35.5 14.5 t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h150v100h100v-100zM400 1000v-300h300v300h-300z" />
<glyph unicode="&#xe249;" d="M1200 0h-100v1200h100v-1200zM550 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM600 1000v-300h300v300h-300zM50 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe250;" d="M865 565l-494 -494q-23 -23 -41 -23q-14 0 -22 13.5t-8 38.5v1000q0 25 8 38.5t22 13.5q18 0 41 -23l494 -494q14 -14 14 -35t-14 -35z" />
<glyph unicode="&#xe251;" d="M335 635l494 494q29 29 50 20.5t21 -49.5v-1000q0 -41 -21 -49.5t-50 20.5l-494 494q-14 14 -14 35t14 35z" />
<glyph unicode="&#xe252;" d="M100 900h1000q41 0 49.5 -21t-20.5 -50l-494 -494q-14 -14 -35 -14t-35 14l-494 494q-29 29 -20.5 50t49.5 21z" />
<glyph unicode="&#xe253;" d="M635 865l494 -494q29 -29 20.5 -50t-49.5 -21h-1000q-41 0 -49.5 21t20.5 50l494 494q14 14 35 14t35 -14z" />
<glyph unicode="&#xe254;" d="M700 741v-182l-692 -323v221l413 193l-413 193v221zM1200 0h-800v200h800v-200z" />
<glyph unicode="&#xe255;" d="M1200 900h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300zM0 700h50q0 21 4 37t9.5 26.5t18 17.5t22 11t28.5 5.5t31 2t37 0.5h100v-550q0 -22 -25 -34.5t-50 -13.5l-25 -2v-100h400v100q-4 0 -11 0.5t-24 3t-30 7t-24 15t-11 24.5v550h100q25 0 37 -0.5t31 -2 t28.5 -5.5t22 -11t18 -17.5t9.5 -26.5t4 -37h50v300h-800v-300z" />
<glyph unicode="&#xe256;" d="M800 700h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-100v-550q0 -22 25 -34.5t50 -14.5l25 -1v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v550h-100q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h800v-300zM1100 200h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300z" />
<glyph unicode="&#xe257;" d="M701 1098h160q16 0 21 -11t-7 -23l-464 -464l464 -464q12 -12 7 -23t-21 -11h-160q-13 0 -23 9l-471 471q-7 8 -7 18t7 18l471 471q10 9 23 9z" />
<glyph unicode="&#xe258;" d="M339 1098h160q13 0 23 -9l471 -471q7 -8 7 -18t-7 -18l-471 -471q-10 -9 -23 -9h-160q-16 0 -21 11t7 23l464 464l-464 464q-12 12 -7 23t21 11z" />
<glyph unicode="&#xe259;" d="M1087 882q11 -5 11 -21v-160q0 -13 -9 -23l-471 -471q-8 -7 -18 -7t-18 7l-471 471q-9 10 -9 23v160q0 16 11 21t23 -7l464 -464l464 464q12 12 23 7z" />
<glyph unicode="&#xe260;" d="M618 993l471 -471q9 -10 9 -23v-160q0 -16 -11 -21t-23 7l-464 464l-464 -464q-12 -12 -23 -7t-11 21v160q0 13 9 23l471 471q8 7 18 7t18 -7z" />
<glyph unicode="&#xf8ff;" d="M1000 1200q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM450 1000h100q21 0 40 -14t26 -33l79 -194q5 1 16 3q34 6 54 9.5t60 7t65.5 1t61 -10t56.5 -23t42.5 -42t29 -64t5 -92t-19.5 -121.5q-1 -7 -3 -19.5t-11 -50t-20.5 -73t-32.5 -81.5t-46.5 -83t-64 -70 t-82.5 -50q-13 -5 -42 -5t-65.5 2.5t-47.5 2.5q-14 0 -49.5 -3.5t-63 -3.5t-43.5 7q-57 25 -104.5 78.5t-75 111.5t-46.5 112t-26 90l-7 35q-15 63 -18 115t4.5 88.5t26 64t39.5 43.5t52 25.5t58.5 13t62.5 2t59.5 -4.5t55.5 -8l-147 192q-12 18 -5.5 30t27.5 12z" />
<glyph unicode="&#x1f511;" d="M250 1200h600q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-500l-255 -178q-19 -9 -32 -1t-13 29v650h-150q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM400 1100v-100h300v100h-300z" />
<glyph unicode="&#x1f6aa;" d="M250 1200h750q39 0 69.5 -40.5t30.5 -84.5v-933l-700 -117v950l600 125h-700v-1000h-100v1025q0 23 15.5 49t34.5 26zM500 525v-100l100 20v100z" />
</font>
</defs></svg> ) format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\2a"}.glyphicon-plus:before{content:"\2b"}.glyphicon-eur:before,.glyphicon-euro:before{content:"\20ac"}.glyphicon-minus:before{content:"\2212"}.glyphicon-cloud:before{content:"\2601"}.glyphicon-envelope:before{content:"\2709"}.glyphicon-pencil:before{content:"\270f"}.glyphicon-glass:before{content:"\e001"}.glyphicon-music:before{content:"\e002"}.glyphicon-search:before{content:"\e003"}.glyphicon-heart:before{content:"\e005"}.glyphicon-star:before{content:"\e006"}.glyphicon-star-empty:before{content:"\e007"}.glyphicon-user:before{content:"\e008"}.glyphicon-film:before{content:"\e009"}.glyphicon-th-large:before{content:"\e010"}.glyphicon-th:before{content:"\e011"}.glyphicon-th-list:before{content:"\e012"}.glyphicon-ok:before{content:"\e013"}.glyphicon-remove:before{content:"\e014"}.glyphicon-zoom-in:before{content:"\e015"}.glyphicon-zoom-out:before{content:"\e016"}.glyphicon-off:before{content:"\e017"}.glyphicon-signal:before{content:"\e018"}.glyphicon-cog:before{content:"\e019"}.glyphicon-trash:before{content:"\e020"}.glyphicon-home:before{content:"\e021"}.glyphicon-file:before{content:"\e022"}.glyphicon-time:before{content:"\e023"}.glyphicon-road:before{content:"\e024"}.glyphicon-download-alt:before{content:"\e025"}.glyphicon-download:before{content:"\e026"}.glyphicon-upload:before{content:"\e027"}.glyphicon-inbox:before{content:"\e028"}.glyphicon-play-circle:before{content:"\e029"}.glyphicon-repeat:before{content:"\e030"}.glyphicon-refresh:before{content:"\e031"}.glyphicon-list-alt:before{content:"\e032"}.glyphicon-lock:before{content:"\e033"}.glyphicon-flag:before{content:"\e034"}.glyphicon-headphones:before{content:"\e035"}.glyphicon-volume-off:before{content:"\e036"}.glyphicon-volume-down:before{content:"\e037"}.glyphicon-volume-up:before{content:"\e038"}.glyphicon-qrcode:before{content:"\e039"}.glyphicon-barcode:before{content:"\e040"}.glyphicon-tag:before{content:"\e041"}.glyphicon-tags:before{content:"\e042"}.glyphicon-book:before{content:"\e043"}.glyphicon-bookmark:before{content:"\e044"}.glyphicon-print:before{content:"\e045"}.glyphicon-camera:before{content:"\e046"}.glyphicon-font:before{content:"\e047"}.glyphicon-bold:before{content:"\e048"}.glyphicon-italic:before{content:"\e049"}.glyphicon-text-height:before{content:"\e050"}.glyphicon-text-width:before{content:"\e051"}.glyphicon-align-left:before{content:"\e052"}.glyphicon-align-center:before{content:"\e053"}.glyphicon-align-right:before{content:"\e054"}.glyphicon-align-justify:before{content:"\e055"}.glyphicon-list:before{content:"\e056"}.glyphicon-indent-left:before{content:"\e057"}.glyphicon-indent-right:before{content:"\e058"}.glyphicon-facetime-video:before{content:"\e059"}.glyphicon-picture:before{content:"\e060"}.glyphicon-map-marker:before{content:"\e062"}.glyphicon-adjust:before{content:"\e063"}.glyphicon-tint:before{content:"\e064"}.glyphicon-edit:before{content:"\e065"}.glyphicon-share:before{content:"\e066"}.glyphicon-check:before{content:"\e067"}.glyphicon-move:before{content:"\e068"}.glyphicon-step-backward:before{content:"\e069"}.glyphicon-fast-backward:before{content:"\e070"}.glyphicon-backward:before{content:"\e071"}.glyphicon-play:before{content:"\e072"}.glyphicon-pause:before{content:"\e073"}.glyphicon-stop:before{content:"\e074"}.glyphicon-forward:before{content:"\e075"}.glyphicon-fast-forward:before{content:"\e076"}.glyphicon-step-forward:before{content:"\e077"}.glyphicon-eject:before{content:"\e078"}.glyphicon-chevron-left:before{content:"\e079"}.glyphicon-chevron-right:before{content:"\e080"}.glyphicon-plus-sign:before{content:"\e081"}.glyphicon-minus-sign:before{content:"\e082"}.glyphicon-remove-sign:before{content:"\e083"}.glyphicon-ok-sign:before{content:"\e084"}.glyphicon-question-sign:before{content:"\e085"}.glyphicon-info-sign:before{content:"\e086"}.glyphicon-screenshot:before{content:"\e087"}.glyphicon-remove-circle:before{content:"\e088"}.glyphicon-ok-circle:before{content:"\e089"}.glyphicon-ban-circle:before{content:"\e090"}.glyphicon-arrow-left:before{content:"\e091"}.glyphicon-arrow-right:before{content:"\e092"}.glyphicon-arrow-up:before{content:"\e093"}.glyphicon-arrow-down:before{content:"\e094"}.glyphicon-share-alt:before{content:"\e095"}.glyphicon-resize-full:before{content:"\e096"}.glyphicon-resize-small:before{content:"\e097"}.glyphicon-exclamation-sign:before{content:"\e101"}.glyphicon-gift:before{content:"\e102"}.glyphicon-leaf:before{content:"\e103"}.glyphicon-fire:before{content:"\e104"}.glyphicon-eye-open:before{content:"\e105"}.glyphicon-eye-close:before{content:"\e106"}.glyphicon-warning-sign:before{content:"\e107"}.glyphicon-plane:before{content:"\e108"}.glyphicon-calendar:before{content:"\e109"}.glyphicon-random:before{content:"\e110"}.glyphicon-comment:before{content:"\e111"}.glyphicon-magnet:before{content:"\e112"}.glyphicon-chevron-up:before{content:"\e113"}.glyphicon-chevron-down:before{content:"\e114"}.glyphicon-retweet:before{content:"\e115"}.glyphicon-shopping-cart:before{content:"\e116"}.glyphicon-folder-close:before{content:"\e117"}.glyphicon-folder-open:before{content:"\e118"}.glyphicon-resize-vertical:before{content:"\e119"}.glyphicon-resize-horizontal:before{content:"\e120"}.glyphicon-hdd:before{content:"\e121"}.glyphicon-bullhorn:before{content:"\e122"}.glyphicon-bell:before{content:"\e123"}.glyphicon-certificate:before{content:"\e124"}.glyphicon-thumbs-up:before{content:"\e125"}.glyphicon-thumbs-down:before{content:"\e126"}.glyphicon-hand-right:before{content:"\e127"}.glyphicon-hand-left:before{content:"\e128"}.glyphicon-hand-up:before{content:"\e129"}.glyphicon-hand-down:before{content:"\e130"}.glyphicon-circle-arrow-right:before{content:"\e131"}.glyphicon-circle-arrow-left:before{content:"\e132"}.glyphicon-circle-arrow-up:before{content:"\e133"}.glyphicon-circle-arrow-down:before{content:"\e134"}.glyphicon-globe:before{content:"\e135"}.glyphicon-wrench:before{content:"\e136"}.glyphicon-tasks:before{content:"\e137"}.glyphicon-filter:before{content:"\e138"}.glyphicon-briefcase:before{content:"\e139"}.glyphicon-fullscreen:before{content:"\e140"}.glyphicon-dashboard:before{content:"\e141"}.glyphicon-paperclip:before{content:"\e142"}.glyphicon-heart-empty:before{content:"\e143"}.glyphicon-link:before{content:"\e144"}.glyphicon-phone:before{content:"\e145"}.glyphicon-pushpin:before{content:"\e146"}.glyphicon-usd:before{content:"\e148"}.glyphicon-gbp:before{content:"\e149"}.glyphicon-sort:before{content:"\e150"}.glyphicon-sort-by-alphabet:before{content:"\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\e152"}.glyphicon-sort-by-order:before{content:"\e153"}.glyphicon-sort-by-order-alt:before{content:"\e154"}.glyphicon-sort-by-attributes:before{content:"\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\e156"}.glyphicon-unchecked:before{content:"\e157"}.glyphicon-expand:before{content:"\e158"}.glyphicon-collapse-down:before{content:"\e159"}.glyphicon-collapse-up:before{content:"\e160"}.glyphicon-log-in:before{content:"\e161"}.glyphicon-flash:before{content:"\e162"}.glyphicon-log-out:before{content:"\e163"}.glyphicon-new-window:before{content:"\e164"}.glyphicon-record:before{content:"\e165"}.glyphicon-save:before{content:"\e166"}.glyphicon-open:before{content:"\e167"}.glyphicon-saved:before{content:"\e168"}.glyphicon-import:before{content:"\e169"}.glyphicon-export:before{content:"\e170"}.glyphicon-send:before{content:"\e171"}.glyphicon-floppy-disk:before{content:"\e172"}.glyphicon-floppy-saved:before{content:"\e173"}.glyphicon-floppy-remove:before{content:"\e174"}.glyphicon-floppy-save:before{content:"\e175"}.glyphicon-floppy-open:before{content:"\e176"}.glyphicon-credit-card:before{content:"\e177"}.glyphicon-transfer:before{content:"\e178"}.glyphicon-cutlery:before{content:"\e179"}.glyphicon-header:before{content:"\e180"}.glyphicon-compressed:before{content:"\e181"}.glyphicon-earphone:before{content:"\e182"}.glyphicon-phone-alt:before{content:"\e183"}.glyphicon-tower:before{content:"\e184"}.glyphicon-stats:before{content:"\e185"}.glyphicon-sd-video:before{content:"\e186"}.glyphicon-hd-video:before{content:"\e187"}.glyphicon-subtitles:before{content:"\e188"}.glyphicon-sound-stereo:before{content:"\e189"}.glyphicon-sound-dolby:before{content:"\e190"}.glyphicon-sound-5-1:before{content:"\e191"}.glyphicon-sound-6-1:before{content:"\e192"}.glyphicon-sound-7-1:before{content:"\e193"}.glyphicon-copyright-mark:before{content:"\e194"}.glyphicon-registration-mark:before{content:"\e195"}.glyphicon-cloud-download:before{content:"\e197"}.glyphicon-cloud-upload:before{content:"\e198"}.glyphicon-tree-conifer:before{content:"\e199"}.glyphicon-tree-deciduous:before{content:"\e200"}.glyphicon-cd:before{content:"\e201"}.glyphicon-save-file:before{content:"\e202"}.glyphicon-open-file:before{content:"\e203"}.glyphicon-level-up:before{content:"\e204"}.glyphicon-copy:before{content:"\e205"}.glyphicon-paste:before{content:"\e206"}.glyphicon-alert:before{content:"\e209"}.glyphicon-equalizer:before{content:"\e210"}.glyphicon-king:before{content:"\e211"}.glyphicon-queen:before{content:"\e212"}.glyphicon-pawn:before{content:"\e213"}.glyphicon-bishop:before{content:"\e214"}.glyphicon-knight:before{content:"\e215"}.glyphicon-baby-formula:before{content:"\e216"}.glyphicon-tent:before{content:"\26fa"}.glyphicon-blackboard:before{content:"\e218"}.glyphicon-bed:before{content:"\e219"}.glyphicon-apple:before{content:"\f8ff"}.glyphicon-erase:before{content:"\e221"}.glyphicon-hourglass:before{content:"\231b"}.glyphicon-lamp:before{content:"\e223"}.glyphicon-duplicate:before{content:"\e224"}.glyphicon-piggy-bank:before{content:"\e225"}.glyphicon-scissors:before{content:"\e226"}.glyphicon-bitcoin:before{content:"\e227"}.glyphicon-btc:before{content:"\e227"}.glyphicon-xbt:before{content:"\e227"}.glyphicon-yen:before{content:"\00a5"}.glyphicon-jpy:before{content:"\00a5"}.glyphicon-ruble:before{content:"\20bd"}.glyphicon-rub:before{content:"\20bd"}.glyphicon-scale:before{content:"\e230"}.glyphicon-ice-lolly:before{content:"\e231"}.glyphicon-ice-lolly-tasted:before{content:"\e232"}.glyphicon-education:before{content:"\e233"}.glyphicon-option-horizontal:before{content:"\e234"}.glyphicon-option-vertical:before{content:"\e235"}.glyphicon-menu-hamburger:before{content:"\e236"}.glyphicon-modal-window:before{content:"\e237"}.glyphicon-oil:before{content:"\e238"}.glyphicon-grain:before{content:"\e239"}.glyphicon-sunglasses:before{content:"\e240"}.glyphicon-text-size:before{content:"\e241"}.glyphicon-text-color:before{content:"\e242"}.glyphicon-text-background:before{content:"\e243"}.glyphicon-object-align-top:before{content:"\e244"}.glyphicon-object-align-bottom:before{content:"\e245"}.glyphicon-object-align-horizontal:before{content:"\e246"}.glyphicon-object-align-left:before{content:"\e247"}.glyphicon-object-align-vertical:before{content:"\e248"}.glyphicon-object-align-right:before{content:"\e249"}.glyphicon-triangle-right:before{content:"\e250"}.glyphicon-triangle-left:before{content:"\e251"}.glyphicon-triangle-bottom:before{content:"\e252"}.glyphicon-triangle-top:before{content:"\e253"}.glyphicon-console:before{content:"\e254"}.glyphicon-superscript:before{content:"\e255"}.glyphicon-subscript:before{content:"\e256"}.glyphicon-menu-left:before{content:"\e257"}.glyphicon-menu-right:before{content:"\e258"}.glyphicon-menu-down:before{content:"\e259"}.glyphicon-menu-up:before{content:"\e260"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner>.item>a>img,.carousel-inner>.item>img,.img-responsive,.thumbnail a>img,.thumbnail>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}[role=button]{cursor:pointer}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small{font-size:65%}.h4,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-size:75%}.h1,h1{font-size:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:'\2014 \00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:''}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:'\00A0 \2014'}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9,.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9,.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9,.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{}.table{width:100%;max-width:100%;margin-bottom:20px}.table>tbody>tr>td,.table>tbody>tr>th,.table>tfoot>tr>td,.table>tfoot>tr>th,.table>thead>tr>td,.table>thead>tr>th{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>td,.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>td,.table>thead:first-child>tr:first-child>th{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>tbody>tr>td,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>td,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>thead>tr>th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #ddd}.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border-bottom-width:2px}.table-striped>tbody>tr:nth-of-type(odd){background-color:#f9f9f9}.table-hover>tbody>tr:hover{background-color:#f5f5f5}table col[class*=col-]{position:static;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table>tbody>tr.active>td,.table>tbody>tr.active>th,.table>tbody>tr>td.active,.table>tbody>tr>th.active,.table>tfoot>tr.active>td,.table>tfoot>tr.active>th,.table>tfoot>tr>td.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>thead>tr.active>th,.table>thead>tr>td.active,.table>thead>tr>th.active{background-color:#f5f5f5}.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr.active:hover>th,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover{background-color:#e8e8e8}.table>tbody>tr.success>td,.table>tbody>tr.success>th,.table>tbody>tr>td.success,.table>tbody>tr>th.success,.table>tfoot>tr.success>td,.table>tfoot>tr.success>th,.table>tfoot>tr>td.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>thead>tr.success>th,.table>thead>tr>td.success,.table>thead>tr>th.success{background-color:#dff0d8}.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr.success:hover>th,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover{background-color:#d0e9c6}.table>tbody>tr.info>td,.table>tbody>tr.info>th,.table>tbody>tr>td.info,.table>tbody>tr>th.info,.table>tfoot>tr.info>td,.table>tfoot>tr.info>th,.table>tfoot>tr>td.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>thead>tr.info>th,.table>thead>tr>td.info,.table>thead>tr>th.info{background-color:#d9edf7}.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr.info:hover>th,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover{background-color:#c4e3f3}.table>tbody>tr.warning>td,.table>tbody>tr.warning>th,.table>tbody>tr>td.warning,.table>tbody>tr>th.warning,.table>tfoot>tr.warning>td,.table>tfoot>tr.warning>th,.table>tfoot>tr>td.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>thead>tr.warning>th,.table>thead>tr>td.warning,.table>thead>tr>th.warning{background-color:#fcf8e3}.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr.warning:hover>th,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover{background-color:#faf2cc}.table>tbody>tr.danger>td,.table>tbody>tr.danger>th,.table>tbody>tr>td.danger,.table>tbody>tr>th.danger,.table>tfoot>tr.danger>td,.table>tfoot>tr.danger>th,.table>tfoot>tr>td.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>thead>tr.danger>th,.table>thead>tr>td.danger,.table>thead>tr>th.danger{background-color:#f2dede}.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr.danger:hover>th,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>td,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>thead>tr>th{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{margin:4px 0 0;margin-top:1px\9;line-height:normal}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=file]:focus,input[type=checkbox]:focus,input[type=radio]:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;opacity:1}.form-control[disabled],fieldset[disabled] .form-control{cursor:not-allowed}textarea.form-control{height:auto}input[type=search]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type=date].form-control,input[type=time].form-control,input[type=datetime-local].form-control,input[type=month].form-control{line-height:34px}.input-group-sm input[type=date],.input-group-sm input[type=time],.input-group-sm input[type=datetime-local],.input-group-sm input[type=month],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.input-group-lg input[type=date],.input-group-lg input[type=time],.input-group-lg input[type=datetime-local],.input-group-lg input[type=month],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:14.33px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}a.btn.disabled,fieldset[disabled] a.btn{pointer-events:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default.focus,.btn-default:focus{color:#333;background-color:#e6e6e6;border-color:#8c8c8c}.btn-default:hover{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open>.dropdown-toggle.btn-default.focus,.open>.dropdown-toggle.btn-default:focus,.open>.dropdown-toggle.btn-default:hover{color:#333;background-color:#d4d4d4;border-color:#8c8c8c}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary.focus,.btn-primary:focus{color:#fff;background-color:#286090;border-color:#122b40}.btn-primary:hover{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open>.dropdown-toggle.btn-primary.focus,.open>.dropdown-toggle.btn-primary:focus,.open>.dropdown-toggle.btn-primary:hover{color:#fff;background-color:#204d74;border-color:#122b40}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success.focus,.btn-success:focus{color:#fff;background-color:#449d44;border-color:#255625}.btn-success:hover{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open>.dropdown-toggle.btn-success.focus,.open>.dropdown-toggle.btn-success:focus,.open>.dropdown-toggle.btn-success:hover{color:#fff;background-color:#398439;border-color:#255625}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info.focus,.btn-info:focus{color:#fff;background-color:#31b0d5;border-color:#1b6d85}.btn-info:hover{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open>.dropdown-toggle.btn-info.focus,.open>.dropdown-toggle.btn-info:focus,.open>.dropdown-toggle.btn-info:hover{color:#fff;background-color:#269abc;border-color:#1b6d85}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning.focus,.btn-warning:focus{color:#fff;background-color:#ec971f;border-color:#985f0d}.btn-warning:hover{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open>.dropdown-toggle.btn-warning.focus,.open>.dropdown-toggle.btn-warning:focus,.open>.dropdown-toggle.btn-warning:hover{color:#fff;background-color:#d58512;border-color:#985f0d}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger.focus,.btn-danger:focus{color:#fff;background-color:#c9302c;border-color:#761c19}.btn-danger:hover{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open>.dropdown-toggle.btn-danger.focus,.open>.dropdown-toggle.btn-danger:focus,.open>.dropdown-toggle.btn-danger:hover{color:#fff;background-color:#ac2925;border-color:#761c19}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;border-radius:0}.btn-link,.btn-link.active,.btn-link:active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg>.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm>.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs>.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none}.collapse.in{display:block}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px dashed;border-top:4px solid\9;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown,.dropup{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{color:#777}.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:"";border-top:0;border-bottom:4px dashed;border-bottom:4px solid\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical>.btn,.btn-group>.btn{position:relative;float:left}.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn,.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar>.btn,.btn-toolbar>.btn-group,.btn-toolbar>.input-group{margin-left:5px}.btn-group>.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group>.btn:first-child{margin-left:0}.btn-group>.btn:first-child:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.btn-group>.btn-group{float:left}.btn-group>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group,.btn-group-vertical>.btn-group>.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical>.btn-group>.btn{float:none}.btn-group-vertical>.btn+.btn,.btn-group-vertical>.btn+.btn-group,.btn-group-vertical>.btn-group+.btn,.btn-group-vertical>.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical>.btn:first-child:not(:last-child){border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-left-radius:4px}.btn-group-vertical>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group-vertical>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group-vertical>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{display:table-cell;float:none;width:1%}.btn-group-justified>.btn-group .btn{width:100%}.btn-group-justified>.btn-group .dropdown-menu{left:auto}[data-toggle=buttons]>.btn input[type=checkbox],[data-toggle=buttons]>.btn input[type=radio],[data-toggle=buttons]>.btn-group>.btn input[type=checkbox],[data-toggle=buttons]>.btn-group>.btn input[type=radio]{position:absolute;clip:rect(0,0,0,0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*=col-]{float:none;padding-right:0;padding-left:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group-lg>.form-control,.input-group-lg>.input-group-addon,.input-group-lg>.input-group-btn>.btn{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:46px;line-height:46px}select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn,textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.input-group-lg>.input-group-btn>.btn{height:auto}.input-group-sm>.form-control,.input-group-sm>.input-group-addon,.input-group-sm>.input-group-btn>.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-group-sm>.form-control,select.input-group-sm>.input-group-addon,select.input-group-sm>.input-group-btn>.btn{height:30px;line-height:30px}select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn,textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group>.btn,.input-group-btn:first-child>.dropdown-toggle,.input-group-btn:last-child>.btn-group:not(:last-child)>.btn,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:first-child>.btn-group:not(:first-child)>.btn,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle{border-top-left-radius:0;border-bottom-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn>.btn{position:relative}.input-group-btn>.btn+.btn{margin-left:-1px}.input-group-btn>.btn:active,.input-group-btn>.btn:focus,.input-group-btn>.btn:hover{z-index:2}.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group{margin-right:-1px}.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group{z-index:2;margin-left:-1px}.nav{padding-left:0;margin-bottom:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:focus,.nav>li>a:hover{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:focus,.nav>li.disabled>a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open>a,.nav .open>a:focus,.nav .open>a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.nav>li>a>img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{float:left;margin-bottom:-1px}.nav-tabs>li>a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:focus,.nav-tabs>li.active>a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-tabs.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified>li{display:table-cell;width:1%}.nav-tabs.nav-justified>li>a{margin-bottom:0}}.nav-tabs.nav-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:4px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:focus,.nav-pills>li.active>a:hover{color:#fff;background-color:#337ab7}.nav-stacked>li{float:none}.nav-stacked>li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified>li{float:none}.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified>li{display:table-cell;width:1%}.nav-justified>li>a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;box-shadow:none}.navbar-collapse.collapse{display:block!important;height:auto!important;padding-bottom:0;overflow:visible!important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:768px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu>li>a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:20px}.navbar-nav .open .dropdown-menu>li>a:focus,.navbar-nav .open .dropdown-menu>li>a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:focus,.navbar-default .navbar-brand:hover{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav>li>a{color:#777}.navbar-default .navbar-nav>li>a:focus,.navbar-default .navbar-nav>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:focus,.navbar-default .navbar-nav>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:focus,.navbar-default .navbar-nav>.disabled>a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav>.open>a,.navbar-default .navbar-nav>.open>a:focus,.navbar-default .navbar-nav>.open>a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a:focus,.navbar-inverse .navbar-nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:focus,.navbar-inverse .navbar-nav>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:focus,.navbar-inverse .navbar-nav>.disabled>a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav>.open>a,.navbar-inverse .navbar-nav>.open>a:focus,.navbar-inverse .navbar-nav>.open>a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.navbar-inverse .navbar-nav .open .dropdown-menu>.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{padding:0 5px;color:#ccc;content:"/\00a0"}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination>li>a:focus,.pagination>li>a:hover,.pagination>li>span:focus,.pagination>li>span:hover{z-index:3;color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>a:focus,.pagination>.active>a:hover,.pagination>.active>span,.pagination>.active>span:focus,.pagination>.active>span:hover{z-index:2;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination>.disabled>a,.pagination>.disabled>a:focus,.pagination>.disabled>a:hover,.pagination>.disabled>span,.pagination>.disabled>span:focus,.pagination>.disabled>span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-top-right-radius:6px;border-bottom-right-radius:6px}.pagination-sm>li>a,.pagination-sm>li>span{padding:5px 10px;font-size:12px;line-height:1.5}.pagination-sm>li:first-child>a,.pagination-sm>li:first-child>span{border-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li>a:focus,.pager li>a:hover{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:focus,.pager .disabled>a:hover,.pager .disabled>span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs>.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active>.badge,.nav-pills>.active>a>.badge{color:#337ab7;background-color:#fff}.list-group-item>.badge{float:right}.list-group-item>.badge+.badge{margin-right:5px}.nav-pills>li>a>.badge{margin-left:3px}.jumbotron{padding-top:30px;padding-bottom:30px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a>img,.thumbnail>img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.alert>p,.alert>ul{margin-bottom:0}.alert>p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.media-body{width:10000px}.media-object{display:block}.media-object.img-thumbnail{max-width:none}.media-right,.media>.pull-right{padding-left:10px}.media-left,.media>.pull-left{padding-right:10px}.media-body,.media-left,.media-right{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{padding-left:0;margin-bottom:20px}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}a.list-group-item,button.list-group-item{color:#555}a.list-group-item .list-group-item-heading,button.list-group-item .list-group-item-heading{color:#333}a.list-group-item:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success,button.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading,button.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info,button.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading,button.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning,button.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading,button.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger,button.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading,button.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title>.small,.panel-title>.small>a,.panel-title>a,.panel-title>small,.panel-title>small>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.list-group,.panel>.panel-collapse>.list-group{margin-bottom:0}.panel>.list-group .list-group-item,.panel>.panel-collapse>.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel>.list-group:first-child .list-group-item:first-child,.panel>.panel-collapse>.list-group:first-child .list-group-item:first-child{border-top:0;border-top-left-radius:3px;border-top-right-radius:3px}.panel>.list-group:last-child .list-group-item:last-child,.panel>.panel-collapse>.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.panel-heading+.panel-collapse>.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.panel-collapse>.table,.panel>.table,.panel>.table-responsive>.table{margin-bottom:0}.panel>.panel-collapse>.table caption,.panel>.table caption,.panel>.table-responsive>.table caption{padding-right:15px;padding-left:15px}.panel>.table-responsive:first-child>.table:first-child,.panel>.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child,.panel>.table:first-child>thead:first-child>tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child{border-top-left-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child{border-top-right-radius:3px}.panel>.table-responsive:last-child>.table:last-child,.panel>.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:3px}.panel>.panel-body+.table,.panel>.panel-body+.table-responsive,.panel>.table+.panel-body,.panel>.table-responsive+.panel-body{border-top:1px solid #ddd}.panel>.table>tbody:first-child>tr:first-child td,.panel>.table>tbody:first-child>tr:first-child th{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.list-group,.panel-group .panel-heading+.panel-collapse>.panel-body{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default>.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ddd}.panel-default>.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary>.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary>.panel-heading+.panel-collapse>.panel-body{border-top-color:#337ab7}.panel-primary>.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success>.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success>.panel-heading+.panel-collapse>.panel-body{border-top-color:#d6e9c6}.panel-success>.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info>.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info>.panel-heading+.panel-collapse>.panel-body{border-top-color:#bce8f1}.panel-info>.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning>.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning>.panel-heading+.panel-collapse>.panel-body{border-top-color:#faebcc}.panel-warning>.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger>.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ebccd1}.panel-danger>.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height:100%;border:0}.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.modal.in .modal-dialog{-webkit-transform:translate(0,0);-ms-transform:translate(0,0);-o-transform:translate(0,0);transform:translate(0,0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.modal-header{min-height:16.43px;padding:15px;border-bottom:1px solid #e5e5e5}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,.5);box-shadow:0 5px 15px rgba(0,0,0,.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{right:5px;bottom:0;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 0 0}.popover-content{padding:9px 14px}.popover>.arrow,.popover>.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover>.arrow{border-width:11px}.popover>.arrow:after{content:"";border-width:10px}.popover.top>.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top>.arrow:after{bottom:1px;margin-left:-10px;content:" ";border-top-color:#fff;border-bottom-width:0}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right>.arrow:after{bottom:-10px;left:1px;content:" ";border-right-color:#fff;border-left-width:0}.popover.bottom>.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom>.arrow:after{top:1px;margin-left:-10px;content:" ";border-top-width:0;border-bottom-color:#fff}.popover.left>.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,.25)}.popover.left>.arrow:after{right:1px;bottom:-10px;content:" ";border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>a>img,.carousel-inner>.item>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner>.item.active.right,.carousel-inner>.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner>.item.active.left,.carousel-inner>.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner>.item.active,.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:0;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.carousel-control .icon-prev:before{content:'\2039'}.carousel-control .icon-next:before{content:'\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{width:30px;height:30px;margin-top:-15px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-15px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-15px}.carousel-caption{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical>.btn-group:after,.btn-group-vertical>.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:" "}.btn-group-vertical>.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left:auto}.pull-right{float:right!important}.pull-left{float:left!important}.hide{display:none!important}.show{display:block!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none!important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block{display:none!important}@media (max-width:767px){.visible-xs{display:block!important}table.visible-xs{display:table!important}tr.visible-xs{display:table-row!important}td.visible-xs,th.visible-xs{display:table-cell!important}}@media (max-width:767px){.visible-xs-block{display:block!important}}@media (max-width:767px){.visible-xs-inline{display:inline!important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block!important}table.visible-sm{display:table!important}tr.visible-sm{display:table-row!important}td.visible-sm,th.visible-sm{display:table-cell!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block!important}table.visible-md{display:table!important}tr.visible-md{display:table-row!important}td.visible-md,th.visible-md{display:table-cell!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block!important}}@media (min-width:1200px){.visible-lg{display:block!important}table.visible-lg{display:table!important}tr.visible-lg{display:table-row!important}td.visible-lg,th.visible-lg{display:table-cell!important}}@media (min-width:1200px){.visible-lg-block{display:block!important}}@media (min-width:1200px){.visible-lg-inline{display:inline!important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block!important}}@media (max-width:767px){.hidden-xs{display:none!important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none!important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none!important}}@media (min-width:1200px){.hidden-lg{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:block!important}table.visible-print{display:table!important}tr.visible-print{display:table-row!important}td.visible-print,th.visible-print{display:table-cell!important}}.visible-print-block{display:none!important}@media print{.visible-print-block{display:block!important}}.visible-print-inline{display:none!important}@media print{.visible-print-inline{display:inline!important}}.visible-print-inline-block{display:none!important}@media print{.visible-print-inline-block{display:inline-block!important}}@media print{.hidden-print{display:none!important}}
</style>
<script>/*!
* Bootstrap v3.3.5 (http://getbootstrap.com)
* Copyright 2011-2015 Twitter, Inc.
* Licensed under the MIT license
*/
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var 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")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);</script>
<script>/**
* @preserve HTML5 Shiv 3.7.2 | @afarkas @jdalton @jon_neal @rem | MIT/GPL2 Licensed
*/
// Only run this code in IE 8
if (!!window.navigator.userAgent.match("MSIE 8")) {
!function(a,b){function c(a,b){var c=a.createElement("p"),d=a.getElementsByTagName("head")[0]||a.documentElement;return c.innerHTML="x<style>"+b+"</style>",d.insertBefore(c.lastChild,d.firstChild)}function d(){var a=t.elements;return"string"==typeof a?a.split(" "):a}function e(a,b){var c=t.elements;"string"!=typeof c&&(c=c.join(" ")),"string"!=typeof a&&(a=a.join(" ")),t.elements=c+" "+a,j(b)}function f(a){var b=s[a[q]];return b||(b={},r++,a[q]=r,s[r]=b),b}function g(a,c,d){if(c||(c=b),l)return c.createElement(a);d||(d=f(c));var e;return e=d.cache[a]?d.cache[a].cloneNode():p.test(a)?(d.cache[a]=d.createElem(a)).cloneNode():d.createElem(a),!e.canHaveChildren||o.test(a)||e.tagUrn?e:d.frag.appendChild(e)}function h(a,c){if(a||(a=b),l)return a.createDocumentFragment();c=c||f(a);for(var e=c.frag.cloneNode(),g=0,h=d(),i=h.length;i>g;g++)e.createElement(h[g]);return e}function i(a,b){b.cache||(b.cache={},b.createElem=a.createElement,b.createFrag=a.createDocumentFragment,b.frag=b.createFrag()),a.createElement=function(c){return t.shivMethods?g(c,a,b):b.createElem(c)},a.createDocumentFragment=Function("h,f","return function(){var n=f.cloneNode(),c=n.createElement;h.shivMethods&&("+d().join().replace(/[\w\-:]+/g,function(a){return b.createElem(a),b.frag.createElement(a),'c("'+a+'")'})+");return n}")(t,b.frag)}function j(a){a||(a=b);var d=f(a);return!t.shivCSS||k||d.hasCSS||(d.hasCSS=!!c(a,"article,aside,dialog,figcaption,figure,footer,header,hgroup,main,nav,section{display:block}mark{background:#FF0;color:#000}template{display:none}")),l||i(a,d),a}var k,l,m="3.7.2",n=a.html5||{},o=/^<|^(?:button|map|select|textarea|object|iframe|option|optgroup)$/i,p=/^(?:a|b|code|div|fieldset|h1|h2|h3|h4|h5|h6|i|label|li|ol|p|q|span|strong|style|table|tbody|td|th|tr|ul)$/i,q="_html5shiv",r=0,s={};!function(){try{var a=b.createElement("a");a.innerHTML="<xyz></xyz>",k="hidden"in a,l=1==a.childNodes.length||function(){b.createElement("a");var a=b.createDocumentFragment();return"undefined"==typeof a.cloneNode||"undefined"==typeof a.createDocumentFragment||"undefined"==typeof a.createElement}()}catch(c){k=!0,l=!0}}();var t={elements:n.elements||"abbr article aside audio bdi canvas data datalist details dialog figcaption figure footer header hgroup main mark meter nav output picture progress section summary template time video",version:m,shivCSS:n.shivCSS!==!1,supportsUnknownElements:l,shivMethods:n.shivMethods!==!1,type:"default",shivDocument:j,createElement:g,createDocumentFragment:h,addElements:e};a.html5=t,j(b)}(this,document);
};
</script>
<script>/*! Respond.js v1.4.2: min/max-width media query polyfill * Copyright 2013 Scott Jehl
* Licensed under https://github.com/scottjehl/Respond/blob/master/LICENSE-MIT
* */
// Only run this code in IE 8
if (!!window.navigator.userAgent.match("MSIE 8")) {
!function(a){"use strict";a.matchMedia=a.matchMedia||function(a){var b,c=a.documentElement,d=c.firstElementChild||c.firstChild,e=a.createElement("body"),f=a.createElement("div");return f.id="mq-test-1",f.style.cssText="position:absolute;top:-100em",e.style.background="none",e.appendChild(f),function(a){return f.innerHTML='­<style media="'+a+'"> #mq-test-1 { width: 42px; }</style>',c.insertBefore(e,d),b=42===f.offsetWidth,c.removeChild(e),{matches:b,media:a}}}(a.document)}(this),function(a){"use strict";function b(){u(!0)}var c={};a.respond=c,c.update=function(){};var d=[],e=function(){var b=!1;try{b=new a.XMLHttpRequest}catch(c){b=new a.ActiveXObject("Microsoft.XMLHTTP")}return function(){return b}}(),f=function(a,b){var c=e();c&&(c.open("GET",a,!0),c.onreadystatechange=function(){4!==c.readyState||200!==c.status&&304!==c.status||b(c.responseText)},4!==c.readyState&&c.send(null))};if(c.ajax=f,c.queue=d,c.regex={media:/@media[^\{]+\{([^\{\}]*\{[^\}\{]*\})+/gi,keyframes:/@(?:\-(?:o|moz|webkit)\-)?keyframes[^\{]+\{(?:[^\{\}]*\{[^\}\{]*\})+[^\}]*\}/gi,urls:/(url\()['"]?([^\/\)'"][^:\)'"]+)['"]?(\))/g,findStyles:/@media *([^\{]+)\{([\S\s]+?)$/,only:/(only\s+)?([a-zA-Z]+)\s?/,minw:/\([\s]*min\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/,maxw:/\([\s]*max\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/},c.mediaQueriesSupported=a.matchMedia&&null!==a.matchMedia("only all")&&a.matchMedia("only all").matches,!c.mediaQueriesSupported){var g,h,i,j=a.document,k=j.documentElement,l=[],m=[],n=[],o={},p=30,q=j.getElementsByTagName("head")[0]||k,r=j.getElementsByTagName("base")[0],s=q.getElementsByTagName("link"),t=function(){var a,b=j.createElement("div"),c=j.body,d=k.style.fontSize,e=c&&c.style.fontSize,f=!1;return b.style.cssText="position:absolute;font-size:1em;width:1em",c||(c=f=j.createElement("body"),c.style.background="none"),k.style.fontSize="100%",c.style.fontSize="100%",c.appendChild(b),f&&k.insertBefore(c,k.firstChild),a=b.offsetWidth,f?k.removeChild(c):c.removeChild(b),k.style.fontSize=d,e&&(c.style.fontSize=e),a=i=parseFloat(a)},u=function(b){var c="clientWidth",d=k[c],e="CSS1Compat"===j.compatMode&&d||j.body[c]||d,f={},o=s[s.length-1],r=(new Date).getTime();if(b&&g&&p>r-g)return a.clearTimeout(h),h=a.setTimeout(u,p),void 0;g=r;for(var v in l)if(l.hasOwnProperty(v)){var w=l[v],x=w.minw,y=w.maxw,z=null===x,A=null===y,B="em";x&&(x=parseFloat(x)*(x.indexOf(B)>-1?i||t():1)),y&&(y=parseFloat(y)*(y.indexOf(B)>-1?i||t():1)),w.hasquery&&(z&&A||!(z||e>=x)||!(A||y>=e))||(f[w.media]||(f[w.media]=[]),f[w.media].push(m[w.rules]))}for(var C in n)n.hasOwnProperty(C)&&n[C]&&n[C].parentNode===q&&q.removeChild(n[C]);n.length=0;for(var D in f)if(f.hasOwnProperty(D)){var E=j.createElement("style"),F=f[D].join("\n");E.type="text/css",E.media=D,q.insertBefore(E,o.nextSibling),E.styleSheet?E.styleSheet.cssText=F:E.appendChild(j.createTextNode(F)),n.push(E)}},v=function(a,b,d){var e=a.replace(c.regex.keyframes,"").match(c.regex.media),f=e&&e.length||0;b=b.substring(0,b.lastIndexOf("/"));var g=function(a){return a.replace(c.regex.urls,"$1"+b+"$2$3")},h=!f&&d;b.length&&(b+="/"),h&&(f=1);for(var i=0;f>i;i++){var j,k,n,o;h?(j=d,m.push(g(a))):(j=e[i].match(c.regex.findStyles)&&RegExp.$1,m.push(RegExp.$2&&g(RegExp.$2))),n=j.split(","),o=n.length;for(var p=0;o>p;p++)k=n[p],l.push({media:k.split("(")[0].match(c.regex.only)&&RegExp.$2||"all",rules:m.length-1,hasquery:k.indexOf("(")>-1,minw:k.match(c.regex.minw)&&parseFloat(RegExp.$1)+(RegExp.$2||""),maxw:k.match(c.regex.maxw)&&parseFloat(RegExp.$1)+(RegExp.$2||"")})}u()},w=function(){if(d.length){var b=d.shift();f(b.href,function(c){v(c,b.href,b.media),o[b.href]=!0,a.setTimeout(function(){w()},0)})}},x=function(){for(var b=0;b<s.length;b++){var c=s[b],e=c.href,f=c.media,g=c.rel&&"stylesheet"===c.rel.toLowerCase();e&&g&&!o[e]&&(c.styleSheet&&c.styleSheet.rawCssText?(v(c.styleSheet.rawCssText,e,f),o[e]=!0):(!/^([a-zA-Z:]*\/\/)/.test(e)&&!r||e.replace(RegExp.$1,"").split("/")[0]===a.location.host)&&("//"===e.substring(0,2)&&(e=a.location.protocol+e),d.push({href:e,media:f})))}w()};x(),c.update=x,c.getEmValue=t,a.addEventListener?a.addEventListener("resize",b,!1):a.attachEvent&&a.attachEvent("onresize",b)}}(this);
};
</script>
<script>
/**
* jQuery Plugin: Sticky Tabs
*
* @author Aidan Lister <[email protected]>
* adapted by Ruben Arslan to activate parent tabs too
* http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
*/
(function($) {
"use strict";
$.fn.rmarkdownStickyTabs = function() {
var context = this;
// Show the tab corresponding with the hash in the URL, or the first tab
var showStuffFromHash = function() {
var hash = window.location.hash;
var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
var $selector = $(selector, context);
if($selector.data('toggle') === "tab") {
$selector.tab('show');
// walk up the ancestors of this element, show any hidden tabs
$selector.parents('.section.tabset').each(function(i, elm) {
var link = $('a[href="#' + $(elm).attr('id') + '"]');
if(link.data('toggle') === "tab") {
link.tab("show");
}
});
}
};
// Set the correct tab when the page loads
showStuffFromHash(context);
// Set the correct tab when a user uses their back/forward button
$(window).on('hashchange', function() {
showStuffFromHash(context);
});
// Change the URL when tabs are clicked
$('a', context).on('click', function(e) {
history.pushState(null, null, this.href);
showStuffFromHash(context);
});
return this;
};
}(jQuery));
window.buildTabsets = function(tocID) {
// build a tabset from a section div with the .tabset class
function buildTabset(tabset) {
// check for fade and pills options
var fade = tabset.hasClass("tabset-fade");
var pills = tabset.hasClass("tabset-pills");
var navClass = pills ? "nav-pills" : "nav-tabs";
// determine the heading level of the tabset and tabs
var match = tabset.attr('class').match(/level(\d) /);
if (match === null)
return;
var tabsetLevel = Number(match[1]);
var tabLevel = tabsetLevel + 1;
// find all subheadings immediately below
var tabs = tabset.find("div.section.level" + tabLevel);
if (!tabs.length)
return;
// create tablist and tab-content elements
var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
$(tabs[0]).before(tabList);
var tabContent = $('<div class="tab-content"></div>');
$(tabs[0]).before(tabContent);
// build the tabset
var activeTab = 0;
tabs.each(function(i) {
// get the tab div
var tab = $(tabs[i]);
// get the id then sanitize it for use with bootstrap tabs
var id = tab.attr('id');
// see if this is marked as the active tab
if (tab.hasClass('active'))
activeTab = i;
// remove any table of contents entries associated with
// this ID (since we'll be removing the heading element)
$("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
// sanitize the id for use with bootstrap tabs
id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
tab.attr('id', id);
// get the heading element within it, grab it's text, then remove it
var heading = tab.find('h' + tabLevel + ':first');
var headingText = heading.html();
heading.remove();
// build and append the tab list item
var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
a.attr('href', '#' + id);
a.attr('aria-controls', id);
var li = $('<li role="presentation"></li>');
li.append(a);
tabList.append(li);
// set it's attributes
tab.attr('role', 'tabpanel');
tab.addClass('tab-pane');
tab.addClass('tabbed-pane');
if (fade)
tab.addClass('fade');
// move it into the tab content div
tab.detach().appendTo(tabContent);
});
// set active tab
$(tabList.children('li')[activeTab]).addClass('active');
var active = $(tabContent.children('div.section')[activeTab]);
active.addClass('active');
if (fade)
active.addClass('in');
if (tabset.hasClass("tabset-sticky"))
tabset.rmarkdownStickyTabs();
}
// convert section divs with the .tabset class to tabsets
var tabsets = $("div.section.tabset");
tabsets.each(function(i) {
buildTabset($(tabsets[i]));
});
};
</script>
<style type="text/css">.hljs-literal {
color: #990073;
}
.hljs-number {
color: #099;
}
.hljs-comment {
color: #998;
font-style: italic;
}
.hljs-keyword {
color: #900;
font-weight: bold;
}
.hljs-string {
color: #d14;
}
</style>
<script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
<style type="text/css">code{white-space: pre;}</style>
<style type="text/css">
pre:not([class]) {
background-color: white;
}
</style>
<script type="text/javascript">
if (window.hljs) {
hljs.configure({languages: []});
hljs.initHighlightingOnLoad();
if (document.readyState && document.readyState === "complete") {
window.setTimeout(function() { hljs.initHighlighting(); }, 0);
}
}
</script>
<style type="text/css">
h1 {
font-size: 34px;
}
h1.title {
font-size: 38px;
}
h2 {
font-size: 30px;
}
h3 {
font-size: 24px;
}
h4 {
font-size: 18px;
}
h5 {
font-size: 16px;
}
h6 {
font-size: 12px;
}
.table th:not([align]) {
text-align: left;
}
</style>
<style type="text/css">
.main-container {
max-width: 940px;
margin-left: auto;
margin-right: auto;
}
code {
color: inherit;
background-color: rgba(0, 0, 0, 0.04);
}
img {
max-width:100%;
}
.tabbed-pane {
padding-top: 12px;
}
.html-widget {
margin-bottom: 20px;
}
button.code-folding-btn:focus {
outline: none;
}
summary {
display: list-item;
}
</style>
<!-- tabsets -->
<style type="text/css">
.tabset-dropdown > .nav-tabs {
display: inline-table;
max-height: 500px;
min-height: 44px;
overflow-y: auto;
background: white;
border: 1px solid #ddd;
border-radius: 4px;
}
.tabset-dropdown > .nav-tabs > li.active:before {
content: "";
font-family: 'Glyphicons Halflings';
display: inline-block;
padding: 10px;
border-right: 1px solid #ddd;
}
.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {
content: "";
border: none;
}
.tabset-dropdown > .nav-tabs.nav-tabs-open:before {
content: "";
font-family: 'Glyphicons Halflings';
display: inline-block;
padding: 10px;
border-right: 1px solid #ddd;
}
.tabset-dropdown > .nav-tabs > li.active {
display: block;
}
.tabset-dropdown > .nav-tabs > li > a,
.tabset-dropdown > .nav-tabs > li > a:focus,
.tabset-dropdown > .nav-tabs > li > a:hover {
border: none;
display: inline-block;
border-radius: 4px;
}
.tabset-dropdown > .nav-tabs.nav-tabs-open > li {
display: block;
float: none;
}
.tabset-dropdown > .nav-tabs > li {
display: none;
}
</style>
<!-- code folding -->
</head>
<body>
<div class="container-fluid main-container">
<div class="fluid-row" id="header">
<h1 class="title toc-ignore">Regressors analysys</h1>
<h4 class="author">Spartak Bughdaryan</h4>
<h4 class="date">11/29/2019</h4>
</div>
<h1>
Content
</h1>
<ul>
<li>
<a href="#about-data">About data</a>
</li>
<li>
<a href="#analysys">Analysys</a>
</li>
<li>
<a href="#hyperparameters">Hyper parameters</a>
</li>
<li>
<a href="#conclusion">Conclusion</a>
</li>
</ul>
<h2 id="about-data">
About data
</h2>
<p>For data I generated 3000 points, I took some covariance matrix, computed eiganvalues and eiganvectors of that matrix, and with normalized random Xs calculated Ys. You can view it in <code>generate_data.py</code> for more detail. So overall generated 3 files (see plots above).</p>
<p>The first data.</p>
<pre class="r"><code>df1 <- read.csv('data/1.csv')
df1$X.1 <- NULL
df1 %>% ggplot(aes(X,Y)) + geom_point() + labs(title = "First data")</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>The second data.</p>
<pre class="r"><code>df2 <- read.csv('data/2.csv')
df2$X.1 <- NULL
df2 %>% ggplot(aes(X,Y)) + geom_point() + labs(title = "Second data")</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>And third.</p>
<pre class="r"><code>df3 <- read.csv('data/3.csv')
df3$X.1 <- NULL
df3 %>% ggplot(aes(X,Y)) + geom_point() + labs(title = "Third data")</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>Here we have different cases with different corelation between X and Y. We will see differences between data and overall analysys.</p>
<h2 id="analysys">
Analysys
</h2>
<p>Lets start from first dataset named <code>df1</code> and see histogram and density plot of regressors after 1000 random samples with 500 sample size</p>
<p>Here we iterate <code>iter_count</code> times, and each time calculate linear model for sample, save coeficients, variation and mean</p>
<pre class="r"><code>iter_count <- 1000
sample_size <- 500
df1_bs = data.frame(b0 = numeric(), b1=numeric(), var=numeric(), mean.X = numeric(), mean.Y = numeric(), iter_count = numeric())
set.seed(1)
for (i in 1:iter_count) {
df_sample <- sample_n(df1, sample_size)
model <- lm(Y~X, df_sample)
b0 <- coef(model)[1]
b1 <- coef(model)[2]
df1_bs <- rbind(df1_bs, data.frame(b0 = c(b0), b1 = c(b1),mean.X=mean(df_sample$X), mean.Y = mean(df_sample$Y), var=var(df_sample)))
}
head(df1_bs)</code></pre>
<pre><code>## b0 b1 mean.X mean.Y var.X var.Y
## 1 -0.09854878 -0.7709704 0.06945077 -0.152093272 3.656498 -2.819052
## 2 -0.09854878 -0.7709704 0.06945077 -0.152093272 -2.819052 5.917123
## 3 -0.02565257 -0.7793044 -0.02778721 -0.003997877 3.456956 -2.694021
## 4 -0.02565257 -0.7793044 -0.02778721 -0.003997877 -2.694021 5.452876
## 5 -0.11653956 -0.8290988 -0.06327993 -0.064074251 3.631995 -3.011283
## 6 -0.11653956 -0.8290988 -0.06327993 -0.064074251 -3.011283 5.757901</code></pre>
<p>And the histogram</p>
<pre class="r"><code>grid.arrange(
df1_bs %>% ggplot(aes(b0)) + geom_histogram(fill='red') + labs(xlab="b0", ylab="count", title="b0 histogram after 1000 iteration with 500 sample size"),
df1_bs %>% ggplot(aes(b1)) + geom_histogram(fill='blue') + labs(xlab="b1", ylab="count", title="b1 histogram after 1000 iteration with 500 sample size")
)</code></pre>
<pre><code>## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>We can also take a look at density plots</p>
<pre class="r"><code>df1_b0_plot <- df1_bs %>% ggplot(aes(b0)) +
geom_density(fill='red') +
labs(xlab="b0", ylab="count", title="b0 histogram after 1000 iteration with 500 sample size")
df1_b1_plot <- df1_bs %>% ggplot(aes(b1)) +
geom_density(fill='blue') +
labs(xlab="b1", ylab="count", title="b1 histogram after 1000 iteration with 500 sample size")
grid.arrange(
df1_b0_plot,
df1_b1_plot
)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>They both look pretty much normal distributions, now lets calculate linear model for whole <code>df1</code> and see if they are equal</p>
<pre class="r"><code>model <- lm(Y~X, df1)
df1_b0 <- coef(model)[1]
df1_b1 <- coef(model)[2]
grid.arrange(
df1_b0_plot + geom_vline(xintercept = df1_b0, color='black', size=1),
df1_b1_plot + geom_vline(xintercept = df1_b1, color='black', size=1)
)</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAABdFBMVEUAAAAAADoAAGYAAP8AOjoAOmYAOpAAZrYzMzM6AAA6ADo6OgA6Ojo6OmY6OpA6ZmY6ZpA6ZrY6kJA6kLY6kNtNTU1NTW5NTY5Nbm5Nbo5NbqtNjshmAABmADpmOgBmOjpmZgBmZjpmZmZmZpBmkGZmkJBmkLZmkNtmtrZmtttmtv9uTU1ubk1ubo5ujqtujshuq+SOTU2Obk2Obm6Oq6uOq8iOyOSOyP+QOgCQOjqQZgCQZjqQZmaQZpCQkGaQkLaQtpCQtraQttuQtv+Q29uQ2/+rbk2rjm6ryOSr5P+2ZgC2Zjq2Zma2kDq2kGa2kJC2tpC2tra2ttu225C229u22/+2///Ijk3Ijm7Iq27IyKvI5P/I///bkDrbkGbbtmbbtpDbtrbb27bb29vb2//b/7bb/9vb///kq27kyI7kyKvk5Mjk///r6+v/AAD/tmb/yI7/25D/27b/29v/5Kv/5Mj/5OT//7b//8j//9v//+T////gB6EoAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO29/aMcxZWY3Rcj5BsgoFgjAsgmxjFZpBgQzmtIcDZZEsT6KvbGjkF+V9yFxd5I6xejD6SVruaff6d7+qO6u7qnq7o+TnU/zw/o0nOnTtU5Vc/tr+nJtgAAYEUWuwMAAKmCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYIlbgZ59mGVXNJu/eiPLshc/vt175STLLra3PL6cHX3itFPO+fKF3Wie/R/2DZxmzymp0GRn2qY9DhPmOPf95vrl7r5cUb/RJBU+sMpJApMY3BBCoA9+VK6Kc591XzIT6FdvSJiVN+oVbtmf+8eqQDXZmbappEmYfXrKd3oTaNWzcYHms6crUKNU+ACBwhgBBLqbTRXPfN55zUSgu8YlzMq71VBs+5PnoxGoJjvTNikNFN2wT0/9Tk8CbXo2LlBlkNUbzFLhAwQKYwQQ6G7VHL11e3v2692UP99/beyYroWQWXm6G87H+Q+W/XmQC6ARqCY70zZ1sU+P78Q27Y+Xu71nXr3BIhUuETLrQCj+BbpbFuW2u1lvLiYo0JNq3dr158vjTBWoJjvTNvVIX6B3e0a0TIVLhMw6EIp/gZ42y6K/ftIU6L7LNv158NHOns8rAtVkZ9qmHukL9LT3qmUqXCJk1oFQvAtU3XQ36x6jrUyg+e5TdlFJgyY70zb1SV6g/cljmwqXCJl1IBQfAv36jd3B1cu/329SJ+DAfS0PPtp55dm3bnd+58FHz+e3C5UNFe5pri58/cZxHqS5DnuW31x0dOG2uqty5ezGcXb0YvGOr/Iguyh/qgLvGioCv1ic0NzfGfN7zZhab6x6kT3zf9r9KZpq+tMJXrF7+7nP1IWvyc60TQ37DfdNuqMd0u6dStud/J7kdW3VSS3hlXp01Y/FfmK/Z/1y9wYytGVKKrbdSbPtjXa88vv5+0CdC0qQTlJHwu7fpN5V0Jy2GWkF0sODQE/LCfNyMWF266e+WNrfx8hX1JfH6l0p9aXbG/XMK15oGaKZmhfKdVjd23L0iSrQk+od9a0v2dGVMvDRJ1VHLzbBevtHnTcOCLTpbNmfVvCG+//q7W1rz0mTnWmbGjQCHe/OwJBUgfbym1uyarQjreaY+m6TwMKqeoG2y60m5zh77v9++bxiF9NU9CZNv4DjlS9aLG+zKOdvk5NuUkfCDgt0pBVIEfcCfbM9Y9TjLK1AX2j/fjVhlZuqiyWjrkP1fpfnqmle/e6/awT6QvUb/Rtkdsvor+tNb5+0X2zovlEvUHWl7GWiBu+hpESTnWmbWl3saGq8O0NDUgTaz2+/TjWN0k7Ucuy2aQU61EwxynOV7S4aZKc9nWr2nTKrfN7iT6sSt+djP6kjYQcFOtYKpIh7ge5mymflH/58GbQurfbOgRVT7+Xq9/PVUE7YfNldyA+6vvt1tZ5ap9KKN31dBSm25H/S97s3lUCz7Ae3t9/9aX/ry9v5/P3NsfKGoo2v8uPJ4lXdjTH9N+rOgeah8s5+d0MXvEdboN3sTNvUoFhvUnf6Q6rfqf7x6ue3Xaea+i7Povh7be073O/ZSDNlJysuTs9Og2bSmFV+P3/P/V4ZetX5flJHwnZPLuTtnvt8vBVIEg8C3U/ws5P9ajo9KNBaR+rcU95W/VjPyvu1zKog+Za3iy3FXZa1NMpgedvlaq3k1QS+W++b5Bvbu0WaN2oE2v6tZ6qFMrg+FIFqsjNtU6uPbU2Nd0czpK5A+/nV1Kmhuni+e9sLZdv7PuoFOtRM8WJ+5vGs+Ct4ZXJ2Wj3pTBrDyu/n72116M25125Sx8OqAs2brfZMB1uBJHEvUPUTI1cmCLT6/ZPW3Dst/2Qr1LPypHURphPkriLQahK3r9pUy6gMrCzl3mVdzRs1AlWHeFIv/eFrt54FOt4dzZC6Au3nV1Onhur+99Ps6L8fF30rd0q1Ah1sRqlD9VktC4F2Jo1h5TXzt/8HXblsNhS2I9CTbLg0kDbuBVpP6QkzXl1G7T/exZn8l/5GPQJWz0ZdaTWgbqlXxan2BOT+7JwaWNkrUK9QDL1RI1B1Kdzdv6oP3vyOT4FO7k41pI5A+/nV1alh9/tlSp/7p72kSqVqBTrYjMquga61pqRCM2n6ox2rvGb+Nn9UukkdCdsW6A11R3ewFUgSj/eB7uf6wXOgF1u/Xs29+mz7i/+tWvn99bgtZdTaornjuurdH//3L4+bY9KL7Wa3wwJV39gXaOdaQRF1VA9+z4FO6446pI5A+/nV1UnhtNpVO7/7vfK0jXomUHsf6GiGmitGRqnQTJr+aMcqr5m/2utB7a73w7ZSeFqf7h1tBZLEuUBba+/8hMumeoGqk+1ccb/euEAb8ekF+nVxo16BmUC7bzws0N7BZxcfV+FNutMd0lyB1oW+sndpNQvsBdrY0uwqfH/SmFVeM3/1Am3vz/fCqilUzj+PtwIp4lGg+yWiPiGi/8CgYYGWH3vc07pYbCHQ5mZAQ4H23+hWoJrsTNvUYCrQ/pDmCnR/dvE0b+x+fhK06u5sgZqmYtufNGaV18zfKQLthVVaVm6ORaALxPshvCq37t0d4wLd8d3fvVHclzSwQ1O969Ah/OP9zYAvvPTT3/3TZROBat6oF+jIAwD6tK9sdLMzbVOrjz2BjnRHM6QxgZ7W50BHzJffm74Lu7/J9Lnbdwf/4pkI9Ip5Kvaok8aw8qOH8Acu+XTCli3ndzTU45zQCiSG94tIkz8Lr78DZLu/SU/9sz5+EanuQvvmkuJmwG3rUsIEgWreqL+I1L0cMFWgDj4Lr7uINNIdzZCmXUQaMV9uzPv7C/D5SdDqUomZQNWBKSfC7T4LX00aw8qPXkSacMmnClu3XPiz6eO0ViAh3AtUOTotJlH78TmdtTck0O4ibh0Xnbb24EZuYzrfj3LX6BBe80b9bUzq05UubqcLVJedaZtqepoa745mSB2BavJ7QKD59aO79Q1Tf1X9qTETaDVfyher+1cNUqGZNIaV18zffk7qG1+Hw1YtP7jcdvxIK5AmHm6kv1j/WEyW5ib38eeBtvdAT9t7aS2Bjt1I//hyX6DKfsV9o6vwujdqBNr0R/dXo48qUE12pm2q6WlqtDu6IXUFqr+RfuzY+yT/BG3xi/u76c/rezbajCKvugOGqehNGtPKa+ZvLyct0+vDKucb2vvIY61Akvj4KGf+WbWvms/q5R/9uHD4ifRtgeZT7VzxtWH5h+qKmd+shrxF/Uc5i7C6PdDiQK74AJ3hHmj3jc072/3JP/9XfF6wu5/Up3XoqcnOtE0V6pmNCd3RDKl+Z9WUNr9jAi3uhDxfNlEXXtuz0Yv5TbeVj9dPT0V/0hhWfj9/66ErHy3WJHUkbHMY1bnDfqQVSBKfDxNp5mnrMqjK8DnQU/Vy5cWq8ay6uNC5kqlu6Qu0fgRIVl+RmiZQzRvbAt33R726um9gukA12Zm2SWlAvfp+qDuaIdXvVHYZO/k9IND9c06riiqf9On07NC1qE6qTVPRnzSGlc97+kKrAe3NDd24vbD7N7U2Z/UVgcHeQ4J4fJxdfYZn2rdydi8i/UM994/2h2zl17kVE7S+OaX7OLvs5f+iuY2pnspHf/Vh96Te6G1M/Tcq72z6c1bfxVIOcbpA3X0r58TuaIZUvbM5lu/m94BA87qXScybPz/UswPN3Oh02zQVmkljVvli/pa9OPoP7V/qJXUk7KBAR1uBBPFxG9NXb3SeGLv/Iu8X3u5fMh27Cv/db4qdAeX7v/OHRWY/KH78Kr9n5NnuA5XzZ+RW14BbK3T/FNu8qd59OaMC7b9R7bLSn6+Lp/a+WN29bSBQXXamber2f2J3+kOq3qmkopPfQ/cfndY7VMpTlfs9O9TM/rnEdbdNU7HVTBqjypfz90fK85eVX+okdSTssEBHW4H0cCtQAXCvHVjD5AFDliFQZc9m4O5qgMMgUDBkGQJtjiAHHjwEMAEECoYsQ6DVHTDbrz/KlKtXAEYgUDBkGQJV74BhBxRsQaBgyEIE2twdwrcdgjUIFAxZiEDrb+b+KXfXgTUIFAxZjEABAEKDQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALEGgAACWWAn06R+ubjb/9heu+wIAkBQ2An10bVPwrvPeAAAkhIVAn17fvHpr+/T/3Vz6lfv+AAAkg4VA721e+SL/987m9c4rf9Gg3RgHfQcjIagv6eWlePCr754kmJcwSMpL+K7MFuhuB/SDgZe08UIPcBhJhScvAyBQPYL6IikvCQr0ybX9DigCnYWgvqSXFwQaE0l5SVCgD6++9s0//8fN5tW/rTd9v8S4LQAbCoHG7gSApUA/3V+Ff6/ahEAhKAgUhGA+De/lNzB9s336h/5VeO0eb+hd7GEkHXqQlwE4hNcjqC+S8pLgIfy9atfzJlfhZyCoL+nlBYHGRFJeEhTow6vlnmd+MhSB2iKoL+nlBYHGRFJekhRoeRW+/gGBWiCoL+nlBYHGRFJeEhTo0+vlHui9DXug9gjqS3p5QaAxkZSXBAVan/u82VyGR6DGCOpLenlBoDGRlJcUBfrw6uadW1yFn4mgvqSXFwQaE0l5SVGg23tXi9tAL/U+0amNF3qAw0gqPHkZAIHqEdQXSXlJUqDbR5/uFPqzW73t2nihBziMpMKTlwEQqB5BfZGUlzQFOoQ2XugBDiOp8ORlgEN9yYbw0JWU8hIQSXlBoAGRVHjy0mFQjEY47ZKIvFQI6oukvCDQgEgqPHlpMHPktzvqHxo8KDR2XloI6oukvCDQgEgqPHnZ0xbjVIbe4FaizBc9kvKCQAMiqfDkxdKdowJ1uyPKfNEjKS8INCCSCr/6vFjLc1ygjUTnd5H5okdSXhBoQCQVfuV5sXfnBIGWvzC7k8wXPZLygkADIqnwq87LTH1OEGjxK3O7yXzRIykvCDQgkgq/4rzM1uckgTrYCWW+6JGUFwQaEEmFX29e5utzmkDnnwplvuiRlBcEGhBJhV9rXlzoc6JAy1+z7yvzRY+kvCDQgEgq/Drz4uDo3USg3847Fcp80SMpLwg0IJIKv8q8ONKniUDnnAplvuiRlBcEGhBJhV9jXlzp00igMwzKfNEjKS8INCCSCr+6vLg6ejcWqP1hPPNFj6S8INCASCr82vLi1J+GArXdCWW+6JGUFwQaEEmFX1leXNrTXKCWBmW+6JGUFwQaEEmFX1deHPvTWKB2CmW+6JGUFwQaEEmFX1VeXPvTQqA2BmW+6JGUFwQaEEmFX1NenPvTRqAW15KYL3ok5QWBBkRS4VeUF/f+tBOosUGZL3ok5QWBBkRS4VeTF6dX3+cJ1NSgzBc9kvKCQAMiqfBryYsXf9oK1NCgzBc9kvKCQAMiqfAryYsXfdoL1MygzBc9kvKCQAMiqfDryIsnf9oL1MigzBc9kvKCQAMiqfCryIsvf84QqMntTMwXPZLygkADIqnwa8iLN3/OEaiBQZkveiTlBYEGRFLhV5AXf/6cJdDph/HMFz2S8oJAAyKp8CvIiz9/zhTo1J1Q5oseSXlBoAGRVPjl58WjP+cKdKJBmS96JOUFgQZEUuEXnxePB/DzBTrtMJ75okdSXhBoQCQVful58epPBwKdYlDmix5JeUGgAZFU+GXnxc/nj1r2mx3g8GE880WPpLwg0IBIKvyi8+Lbn04EetigzBc9kvKCQAMiqfBLzotvfToS6MHDeOaLHkl5QaABkVT4JefFuz9dCfSAQZkveiTlBYEGRFLhF5wX//50JtBxgzJf9EjKCwINiKTCLzcv/g/gHQp09EQo80WPpLwg0IBIKvxi8xLCnw4FOmZQ5oseSXlBoAGRVPil5iWIP10KdOQwnvmiR1JeEGhAJBV+oXkJ40+3At235jcv8xHUF0l5QaABkVT4ZeYlkD8dC3TIoMwXPZLysiyBwroJ5U/XAt23GDt7kCLsgUZCUF9c5SWYPz0IVHcxifmiR1JelrUHqo0XeoDDSCr8AvMSzp8+BKoxKPNFj6S8INCASCr88vIS0J9eBNq/HM980SMpLwg0IJIKv7i8hPSnJ4F2LyYxX/RIygsCDYikwi8uLyH96Uug+3ZrhTJf9EjKCwINiKTCLy0vQf3pTaDftvZCmS96JOUFgQZEUuEXlpegB/BeBaoolPmiR1JeEGhAJBV+WXkJ7E+/Aq2P5JkveiTlBYEGRFLhF5WX0P70LdBKoRO/Pz4IS5ovDkGgAZFU+CXlJbg//Qv029qhblI8nwXNF5cg0IBIKvyC8hLen0EEWseRYdHlzBenINCASCr8cvISwZ/BBCpIoYuZL25BoAGRVPjF5CWGPwMKtAkXWaJLmS+OQaABkVT4peQlij9DC7TZEY1n0YXMF9cg0IBIKvxS8hLFn+EFWgeNptCFzBfXINCASCr8QvISx59xBNpEjmHRZcwX5yDQgEgq/DLyElVjUSJHU+gi5ot7EGhAJBV+EXmJZrGYAm064LQIh1jCfPEAAg2IpMIvIS+R9wIjxVa74LYOoyxgvvgAgQZEUuGXkJd4DhMg0NAKXcB88QECDYikwi8gLxEVJkKg3ceH+iX9+eIFBBoQSYVPPi9RFSZEoCEVmvp88QQCDYikwqeel7gGEyPQb7Vf5+mDxOeLLxBoQCQVPvG8SLgIHrMDLYIYNO354g0EGhBJhU88L5H1JUugQXZC054v3kCgAZFU+LTzEttewgQa4lRo0vPFHwg0IJIKn3ReottLmkAD3NOU8nzxCAINiKTCp5yX+PKSJ9BvfZ8KTXi++ASBBkRS4RPOiwB3iRSoX4OmO1+8gkADIqnwCedFgLpkCtSrQdOdL15BoAGRVPh08yLBXEIF6vNyfLLzxS8INCCSCp9qXmSYS6pAPRo00fniGwQaEEmFTzQvQsQlVqD+FJrmfPEOAg2IpMKnmRcp2hIsUF8GTXK++AeBBkRS4dPMixRrSRaop2tJSc4X/yDQgEgqfJJ5ESMt2QL1YtAU50sAEGhAJBU+xbzIkZZwgfowaILzJQQINCCSCp9gXgQ5S7pAPRg0vfkSBAQaEEmFTy8vkpQlXqDuDZrcfAkDAg2IpMInlxdRxpIvUOcGTW2+BAKBBkRS4VPLiyxhJSBQ1wZNbL6EAoEGRFLhE8uLMF+lIFDHBk1rvgQDgQZEUuHTyos0XSUhULe31Cc1X8KBQAMiqfBJ5UWcrdIQqFODpjRfApKuQB9efe0bBGqPoL4cyos8WSUi0LyjzorkqqH5SFpHyQr06fUNAp2DoL4cyItAVyUjUHcGTWe+BCVZgd7ZINBZCOrLQYHGtlCPlATqyKDpzJegpCrQh1cR6DwE9WU8LxJNlY5AnRk0mfkSlkQFujuA/0+cA52FoL6M5kWkqRISqCuDpjJfApOoQG9uXuci0jwE9WUsLzJFlZJAHZ0GTWS+hCZNgd7bHb6rAv1+iU1bIBmhnkpKoLvexi4jeMOmtk+uXfrVFoGuAaGaSk2gGHSx2JT25uY97gOdi6C+DOdFqqXSEqiTG+qTmC/hSfEQ/k5x/R2BzkNQX4byItdSiQnUhUETmC8xSFCgD6/uDuAR6FwE9WUgL4IllZpAHVxJkj9fopCgQO9sal75AoHaIqgv+rxIVlR6Ap1tUPHzJQ4INCCSCi8+L6INlaRA5xlU+nyJRIICLeEQfh6C+qLLi2xBJSjQuQYVPl9igUADIqnw0vMi208pCnSmQYXPl1gg0IBIKrzwvAjXU5ICnXcaVPZ8iQYCDYikwsvOi3Q9pSnQWQYVPV/ika5AdWjjhR7gMJIKLzov4u2UrEDtDSp5vkQEgQZEUuEl50W+nBIV6ByDCp4vMUGgAZFUeMF5ScBNqQp0hkHlzpeoCBXo4x9e+BMC9YqgvrTzkoKakhWovUHFzpe4SBXo5Sx79q3bCNQfgvrSyksSZkpXoNYGlTpfIiNUoGc3iil67mMzh2rjhR7gMJIKLzUvaYgpYYHaGlTofImNUIHu+PqNYpa++DEC9YKgvih5ScRLKQvU8mYmmfMlOnIFuuOrvUNf/gyBukdQX5q8pKKlpAVqZ1CR8yU+ogW6O5T/6kf5VD16a9olJW280AMcRlLhReYlGSulLlALg0qcLwIQLtAd3310XBzKT9kN1cYLPcBhJBVeYl7SkVLaArXaBRU4XyQgXKBnv3k+q7iAQF0iqC9lXhJyUuICtTGovPkiAskCreyZX4v/7kaWXUSgDhHUl1qgsb0ymfQFamxQefNFBGIFWp79bO4GvZs9d/CeJm280AMcRlLh5eUlJSOlLlALg4qbLzIQKtCzD7PuxaPHl5/5HIG6Q1Bf8rykZaTkBWpuUGHzRQpCBZp/EumoffvS48vsgbpEUF92eUlMSOkL1NigsuaLGMQK9OXfdzad/e7wrUzaeKEHOIykwsvKS2o6WoBATQ0qar7E7kGDUIFaoo0XeoDDSCq8qLwkZ6MlCNTQoJLmi6S+hI84RaBnv/xJc7x+/8f/euJH4rXxQg9wGEmFl5SX9GS0CIGa3cwkaL5IWkdCBdq6YjTl8hECNUVOXxJ00TIEamRQOfNF1DpKQaD3jxGoe8T0JUUVLUag0w0qZr7IWkfyBJpfgO9y+Po7AjVFSl+SNNFCBGqyCyplvvxF1jqSJ9Dt3b5Ar0zzJwI1QEZfEhXRUgRqYFAZ86VA0joSKNCz//Xmmz8+PnrpzYqfdu9oQqAOENGXVD20IIFONaiI+bJH0joSKNCc6deNEKglEvqSrIUWI9Dpu6AS5kuJpHUkVKCt25gQqA8E9CVdCS1HoJMNKmC+VEhaR0IFaok2XugBDiOp8ALykrCDFiXQaQaNP19qJK0jcQI9++Wbu53P3X9Vpu6OauOFHuAwkgofPy8pK2hBAi3GMqFc0edLg6R1JE6gjy9nz3zevZeJ+0DdE7svSRtoSQKdaNDY80VB0jpCoAGRVPjYeUlbQIsS6LTzoILmrqR1JE6gs9DGCz3AYSQVPm5eUvfPwgQ6xaCC5q6kdYRAAyKp8FHzkrx+lifQgwYVNHclrSMEGhBJhY+Zl/TlszSBTtgFFTR3Ja0j6QI9+8ff/g6B+iBeXxbgnsUJ9LBBBc1dSetIrkAf/Nfb2+3j/Jvlzn2CQN0TrS9LUM8SBXrAoILmrqR1JFagp8Wl9xOji/AI1IBYfVmEeZYn0IO7oILmrqR1JFWgdwtt3j/Onrv94PKEb4RHoKbE6ctCxLNAgR4yqKC5K2kdSRXoSfEM0LvZ0SfTvhEegZoSpS9L8c4yBTpqUEFzV9I6EirQsw9zc5Ya5Ss9fBCjL4uxzhIFemAXVNDclbSOhAp078zHl7PzWwTqh/B9WZB0FinQcYMKmruS1pFogd4/Lp5Fj0B9ELwvS3LOUgU6YlBBc1fSOhIq0P0h/GlxCpRzoF4I3ZdFGWeZAh19rIiguStpHQkV6PYkO59ffs/NyVV4LwTuy7KEs1CBjhlU0NyVtI6kCrT8Zrkr27OPsv1+KCTM0nyzVIHmI4s9V8CI4Rvpd5wvLiQdTf1STvZADQjZl8XpZrkCHbySJGjuSlpHUvdAd0fuv/zJx7t/Hv/w5c+m+hOBGhCwL8uTzaIFqjeooLkraR3JFagN2nihBziMpMKHy8sSXbNggQ7tggqau5LWEQINiKTCB8vLIlWzZIEOGFTQ3JW0jkQL9I8Vf0KgzgnUl2WKZuEC1RlU0NyVtI7ECvTBR3wnklfC9GWhnlm0QPUGFTR3Ja0jqQJtf6scAnVPiL4sVjPLFqjWoILmrqR1JFWgp1l27qe/rfgdn0RyToC+LNcyCxeozqCC5q6kdSRUoGcfFo8RMUUbL/QAh5FU+AB5WbBjli5QjUEFzV1J60ioQB9ftvr0kTZe6AEOI6nw3vOyaMUsXqB9gwqau5LWkViBTv4aDwRqh+e+LNswyxdoz6CC5q6kdSRUoOUDlRGoP7z2Zel+WYFAuwYVNHclrSOhAt2eTn4CEwK1w2dfFq+XNQj0WwQ6AakC3e2Cvo1AfeKxL8uXyyoE2jaooLkraR0JFejZL3+cZUcvvVnyE25jco6/vqzALWsRqGJQQXNX0joSKtD2ffTcSO8Bb31ZiVpWMMqWQQXNXUnrCIEGRFLhveVlLWZZwzBVgwqau5LWkVCBWqKNF3qAw0gqvK+8rEYsqxinYlBBc1fSOkKgAZFUeD95WZFX1jHQxqCC5q6kdSRboGdTn2OHQI3x0Zc1aWUlI60NKmjuSlpHggX61Rv5yc/HP3xr4iV4BGqE+76sRyprEmhlUEFzV9I6EivQsxv7q0ePL2fnJn+qUxsv9ACHkVR493lZkVNWJdDSoILmrqR1JFagJ1l27t8fP/P52X/Oim+HR6COcd2XFRllZQLdG1TQ3JW0jqQK9G6WvV0+UuTL42zq9xpr44Ue4DCSCu86L2sSytoEWhhU0NyVtI6kCvQk/yx8+Uym08nPBtXGCz3AYSQV3nFeVuWT1Qk0H6+guStpHQkV6P5pTKVA7x9zI717XPZlZTpZn0AHvy0+CpLWkVCB7tVZCnT6w0G18UIPcBhJhXeZl7XZZIUCFWVQSesIgQZEUuEd5mVtLvl2jQKVZFBJ60ioQM8+zC8clea8O/kyvDZe6AEOI6nw7vKyOpV8u0qBFmN2NWfmIWkdCRXo/sLRXqAGXzCnjRd6gMNIKryzvKzPJN+uU6ByDCppHUkV6P3j7MLtQqAPfpRN/noPbbzQAxxGUuFd5WWFIvl2pQIVcxgvaR1JFWj+xfDZC8dHLz2/+3fyt3to44Ue4DCSCu8oL6v0yGoFKsSgktaRWIFu/+G4ehro9G9H0sYLPcBhJBXeTV7WqZH1ClSGQSWtI7kC3X73mxd25Xr25c8m+xOBGuCgL2u1yIoFKsKgktaRYIFaoOUPb98AACAASURBVI0XeoDDSCq8g7ysViJrFqgEg0paRwg0IJIKPz8vq1XIt6sWqACDSlpH8gT63R/7TH2usjZe6AEOI6nws/OyXoN8u26Bxr+dSdI6EifQztfJ7eGTSO6Z2ZcVC+TblQt0P3o3s9AKSesIgQZEUuFn5mXN/vh27QKNvRMqaR2JE+jZP/624NdZdvSTv/ntb//6+ezord/xUU7nzOrLuvWBQOOeCZW0jsQJtGS3I1rd/vnl5B1QBGrAnL6s3R4INOpOqKR1JFWgJ8rt8zxQ2Qcz+rJ6eSDQb2MaVNI6EirQ/QOVS+4f8zQm99j3BXcg0IJYCpW0joQKtPUIUJ4H6gPbvqCObxFoSaTL8ZLWkViBtvZAuwL98883m0vv3EKgM7DsC+bIQaAlURQqaR0JFej2RDnvedI9B/qHTcGlXyFQe+z6gjcKEGhNBIVKWkdSBXo3yy7sT3ye3cg6X2t8b3PpF9vto+ubV75AoNZY9QVt7EGgCsENKmkdSRXobrczy15888038+eBXmi98vT65oP83yfX9v8iUCts+oI1ShBoi8AGlbSOxAo03/Es6TwP9Mm1cs/z5uY9BGqNRV+QRgUCbRP2OF7SOhIr0Px5oPne57NvDT5JBIHOwbwvOKMGgXbIQipU0joSLNBDPLlWX0X6fol1W3AYlNGAQPsUOYk9SdeHfcrvbF6vfkSg3sEYKghUBwqNgHXC73Eb0yzM+oIwWiBQPWGO5CWto2QP4e9dvdS9Bo9ATTDqC7pog0CHCKFQSesoVYHe0ex/IlATTPqCLTog0BG8K1TSOkpUoH/Q+hOBGmDQF2TRBYGO4lmhktZRkgJ9enPzavdDSAjUkOl9wRU9EOgBqnu4/UxdQesoSYHe3Lz2jfYFbbzQAxxGUuGn5wVV9EGgB/GoUEnrKEWB3hnyJwI1YGpfMIUGBDoNPwqVtI4SFOiTa5uK1xGoNdP6gii0INCp+FCopHWUoEDvbRCoAyb1BU/oQaDTcX8kL2kdJSjQEbTxQg9wGEmFn5QXLDEAAjXBtUIlrSMEGhBJhZ+SFyQxBAI1xKlCJa0jBBoQSYWfkBccMQgCNcahQiWtIwQaEEmFP5wXFDEMArXA2ZG8pHWEQAMiqfAH84IhRkCgVjhSqKR1hEADIqnwh/KCIMZAoLa4UKikdYRAAyKp8Afygh9GQaD2zFeopHWEQAMiqfDjeUEP4yDQOcw9kpe0jhBoQCQVfiwv2OEQCHQe8xQqaR0h0IBIKvxIXpDDQRDobGYYVNI6QqABkVT4wbyghgkgUAdYG1TSOkKgAZFU+KG8YIYpIFAX2O6ESlpHCDQgkgo/kBe8MAkE6gTLM6GS1hECDYikwuvzghamgUAdYXU1SdI6QqABkVR4bV6wwkQQqDMsFCppHSHQgEgqvCYvSGEyCNQlpgaVtI4QaEAkFb6fF5wwHQTqFjODSlpHCDQgkgrfzQtGMAGBOsZoJ1TSOkKgAZFU+E5eEIIRCNQ1JqdCJa0jBBoQSYVv5wUdmIFA3TNdoZLWEQINiKTCq3nBBqYgUC9MNKikdYRAAyKp8E1ekIE55MwTkwwqaR0h0IBIKnydF1RgAQL1xZSdUEnrCIEGRFLhy7wgAisQqDcmnAmVtI4QaEAkFb7ICx6whMR55ODVJEnrCIEGRFLh87xgAVsQqFcOGFTSOkKgAZFU+F1ecIA1CNQ3YwaVtI4QaEAkFZ7dzzkgUO+M7IRKWkcINCByCp9hgFmQPv8MH8fLWUcINChSCo8+50ICQzBkUCnrKAeBBkRG4Vn88yGHYdArVMY62oNAAyKh8Cx9F5DFQGiP4yWsowoEGpDohefY3RHkMRgahUZfRwoINCCRC48+nUEmA9JTKAJFoOFhzTuEZAal89kkBIpAQ8OKdwrpDEzLoAgUgYaF9e4YEhqexqAIFIEGhFOf7iGlEah3QhEoAg0G+vQBSY1BdRyPQBFoEDLs6QnyGoe9QhEoAvVPhj79QWZj0bkgHx0EGpCAAkWeXiG78ZCl0GUJFHLY9fQOCY5Kkf7Yy0wI7IG6hSP3EJDiyIjZC13WHqg2XugBDuNfoMgzDKQ5OkKO5BFoQPwKlF3PcJBpAYhQKAINiE+Bos+QkGsZZNElikAD4k2gyDMw5FsKWWSHItCAeBIo+gwOGZdETIUi0IB4EChH7lEg6cKIplAEGhDXAuWWpViQdnFEOpRHoAFxK1DkGQ9SL5Aop0MRaEBcCpQlHBOyL5TgCkWgAXEnUBZwXMi/XMIqFIEGxIlAOfEpACogmZDH8gg0IA4Eij5FQA1kE06hCDQgswXKuhUChUiAIApFoAGZKVBWrRgoRRIE2BFFoAGZI1CO3CVBMRLBu0IRaEBsBcqJT2lQjpTwqVAEGhA7gWJPeVCRtPCnUAQaEAuBIk+RUJXU8HUsj0ADYixQ9CkU6pIefhSKQANiJFCO3AVDaRLFuUIRaECmC5TLRrKhOMniWKEINCDTBIo85UOBEsbpsTwCDcgUgWLPFKBGSeNQoQg0IAcEyq5nMlCn9HGjUAQakBGBZhn6TAgqtQRc7Igi0IDoO4g704NyLYP5CkWgAel2MMuQZ5pQsgUxS6EINCBlB7MOsScQGEPdFsWMHVEEGoiuNVmCKUP1Foa1QhGoa7SmxJvLgjIuERuJIlAHTHAmy21RUNFl0izXqWsfgdqDKVcLhV4uZhJFoBbgzLVD1RfOZIsiUEPwJiDQVTBJogh0KpgTapgFa0Fd9j71Mp0UBYo8oQUzYU30Ttk51osZiQkUc0IfJsQK6Xk0NykCHQF5gh4mxZrRmNTrd8+3SUOguBNGYGbAtwMm9W1T+QJFnnAAZge0CedS0QLFnTAFpgiM4FWmYgWKPGEqTBOYhnuXyhQo7gQDmCtgjhuFuhDo00+vbjbv3HImUOQJRjBfYBZxBfrk2ibnlS/cCTR2QiEpECjMI6pAb25eu7V9dH3z2jcIFGKAQGEeMQX68Gqx7/nk2qVfIVCIAQKFecQU6J3N6+W/7yFQiAEChXnEFOjNzQfFv/dKkSJQCAwChXlEFOjT6+Wh+8Or1UnQ75cYt1V1AgAgJLay6rrL+B0IFABSx1ZWXXcZv0MRaPdGJttD+EDoOxgJQX1JLy/FCvDdkwTzEgZJeUnwcXaaPVAEao6gvqSXFwQaE0l5QaABkVR48jIAAtUjqC+S8pKgQD1chQ+EpMKTlwEQqB5BfZGUlxQFWt3/6e4+0EBIKjx5GQCB6hHUF0l5SVGg7j+JFAhJhScvAyBQPYL6IikvKQr06fXNq24/Cx8ISYUnLwMgUD2C+iIpLykKdPvI9dOYAiGp8ORlAASqR1BfJOUlSYFuH3268+c73f1PBGqCoL6klxcEGhNJeUlToENo44Ue4DCSCk9eBkCgegT1RVJeEGhAJBWevAyAQPUI6oukvCDQgEgqPHkZAIHqEdQXSXlBoAGRVHjyMgAC1SOoL5LygkADIqnw5GUABKpHUF8k5WVZAhWO/fP2lg150UNe9JAXBQQK5EUPedFDXhQQKJAXPeRFD3lRQKBAXvSQFz3kRQGBAnnRQ170kBcFBArkRQ950UNeFBAokBc95EUPeVFAoEBe9JAXPeRFYU0CBQBwCgIFALAEgQIAWIJAAQAsQaAAAJYgUAAASxAoAIAlCBQAwJI1CPTpp1c3m3duqZv+/PPN5lJ70/rQ5GXHk2uvR+iLFDQ50adpZTBXBliBQJ/0v8b+D8WWzaVfxetVfDR5ybm5eT1Kd0SgyclAmtYFc2WIFQj05ua1W9tH1zev1V9kf29z6RfbfNOqV0U/Lzue3tyseVFocqJN09pgrgyxfIE+vFpo8sm1en/z6fXNB9ti0/7fddLPy44/v79Z86LQ5ESbprXBXBlk+QK9Uxb5zua9csuTa+We58160wrp5yX/efPuP694UWhyokvT6mCuDLJ8gd4sdzPv9Yu9aoHq8nLn1b/V5Wk1aHIyMn3WA3NlkMUL9On18rDj4dXuWaxVH5YN5mXFi0KTk5Hpsx6YK8OsWaB31lx+FkUfBKqHuTLMmgTaueZ+b9W3MQ3mZcWLQpOT4emzIpgrw6xJoJ2/nlcvrfgaPHsVGtgD1cNcGWaxAr23v1f+g6Hi31np/uehvKx5USBQPcyVYRYv0IHLqH9YqT8P5WXdi4Kr8HqYK4MsVqA11b1r6j1sT29uXl3tGa0SXV5y1rwoNDkZStOqYK4MsnyB6j5FcXPdH8wrGPqIzZoXBZ9E0sNcGWT5An16ffNq53O8d/CnNi8Fa14UmpwMpWlVMFcGWb5At4+UJ8k8vLr7G1o+Wmaz8o/y9vKyZ9WLQpOTRzyNibkyzAoEun306a727xR/O4vi39sg0JxuXvase1FocqJsWi/MlQHWIFAAAC8gUAAASxAoAIAlCBQAwBIECgBgCQIFALAEgQIAWIJAAQAsQaAAAJYgUAAASxAoAIAlCBQAwBIECgBgCQKFlHh8ObvY2XT2m+ez7Nm3bkfpD6wcBAop0Rfog8tZwTOfxekRrBoECinRE+jZh1nJc+yDQnAQKKRET6CnWXbuf263Xx1nvWN7AO8gUEiJrkB3O6DPfF6+wC4oBAeBQkp0BXr/uPr/0+zokxg9glWDQCElcoGe3dgdr7/4cfH/d2ttNioFCAYChZTYCfTly8pFo9PyCF57gxOAbxAopMTj3J4Xbm/PbmTZ+d3/n6gCPR+1a7BGECikRC7Q/Y7m/pznSX3p6OxDBArBQaCQEjuBlruc+z1OBApRQaCQEsqBeuFOBApRQaCQEsqlouL0J+dAISoIFFJip8kr5Y/FBXiuwkNUECikRHcPtHUf6JXBtwH4AYFCSrQE+txtPokEcUGgkBLNR973KuWz8BAVBAopkd8Huj9SP9nvcZ5m2dHHPI0JIoFAISWKTyL94Pb2wUelMB9f5nmgEA8ECimx8+W/KZV5Yb/l/jFPpIdoIFBIieZpTL+vNvGdSBAPBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALAkr0LMPs+zKwGun2XO3extPsuxie8vjy9nRJ+575pIvX8iy7Nn/Yd9AOxVnX72xa+/Fj4037XGYMMe57zfXL3f35Yr6jSap8IFVThKYxDANMQK9fzxfoF+9IWFW3qhXuGV/2ql48KPSGec+M9tU0iTMPj3lO70JtOrZuEDz2dMVqFEqfIBA140Uge6m1FyB7hqXMCvv7lfvM5/b9qedivz/sqpJk01KA0U37NNTv9OTQJuejQtUGWT1BrNU+ACBrhshAn2Qz/pJAh1GyKw83a3uj/MfLPvTScUuA0dv3d6e/Xq39bzJpi726fGd2Kb98XJrDlLsUuESIbMOIiFDoF8eZ4sR6Em1bu3600nFThplxu5Wu13TNvVIX6B3e0a0TIVLhMw6iIQEgT74aKeM5xck0H2XbfrTS8VpI42q4WmbeqQv0NPeq5apcImQWQeRECDQfJ8hu3gXgWpSoSas3DxtU5/kBdqfPLapcImQWQeRiCHQr9/YHVy9/Ptq484a5z4bmO3Finrw0c4rz761f7WZsA8+ej6/XahsqHBPc3Xh6zeO8yDNddiz/Oaiowu31V2VK2c3jrOjF4t3fJUH2UX5UxV411AR+MXihOb+zpi6zwqtN1a9yJ75P+3+FE01/ekEH0yFujzLn6dtathvuG/SHe2Qdu9U2u7k9ySva6tOagmv1KOrfiz2E/s965e7N5ChLVNSse1Omm1vtOOV38/fB+pcUIJ0kjoSdv8m9a6C5rTNSCsgjwgCPS0nzMvlErn/r97eDu0u5Cvqy2P1rpT60u2NeuYVL7QM0UzNC2Wb1b0tR5+oAj2p3lHf+pIdXSkDH31SdfRiE6y3f9R544BAm86W/WkFb+ilYtdefSm53LmatqlBI9Dx7gwMSRVoL7+5JatGO9JqjqnvNgksrKoXaLvcanKOs+f+75fPK3YxTUVv0vQLOF75osXyNoty/jY56SZ1JOywQEdaAYmEF+ib7RlTMSjQF9q/X01Y5abqYsmo61C93+W5appXv/vvGoG+UP1G/waZ3TL663rT2yftFxu6b9QLVF0pe5mowXsoqVCzUvpg2qZWFzuaGu/O0JAUgfbz269TTaO0E7Ucu21agQ41U4zyXGW7iwbZaU+nmn2nzCqft/jTqsTt+dhP6kjYQYGOtQISCS/Q3Uz5rPzDr+7PDQp096e++v18NZQTNl92F/KDru9+XTXUOpVWvOnrOki+Jf+Tvt+9qQSaZT+4vf3uT/tbX97O5+9vjpU3FG18lR9PFq/qbozpv1F3DjQPlXf2uxu64D3aAm0i7luetqlBsd6k7vSHVL9T/ePVz2+7TjX1XZ5F8ffa2ne437ORZspOVlycnp0GzaQxq/x+/p77vTL0qvP9pI6E7Z5cyNs99/l4KyCSCALdT/Czk/aNzsMCrXWkzj3lYmv1Yz0r79cyq4LkW94uthR3WdbSKKdo3vaVdjeawHfrfZN8Y7uPmjdqBNr+rWeqhTK4PpRUnPZ9MG1Tq49tTY13RzOkrkD7+dXUqaG6eL572wtl2/s+6gU61EzxYn7m8az4K3hlcnZaPelMGsPK7+fvbXXozbnXblLHw6oCzZut9kwHWwGRhBeo+okRZR9jUKDV75+05t5p+SdboZ6ViufKIMoUvqsItJrE7as21TIqAytLuddHzRs1AlUX9Um99Iev3XoW6Hh3NEPqCrSfX02dGqr730+zo/9+XPSt3CnVCnSwGaUO1We1LATamTSGldfM3/4fdOWy2VDYjkBPsuHSgGzCC7Se0u3pPShQ/R/v4kz+S3+jHgGrZ6OutBpQt9Sr4lQbcH92Tg2siF69QjH0Ro1A1aVwd/+qPng/FT4EOrk71ZA6Au3nV1enht3vlyl97p/2kiqVqhXoYDMquwa61pqSCs2k6Y92rPKa+dv8UekmdSRsW6A31B3dwVZAJBHvA20vkYP3gbYFWp9tf/G/Ve/qr8eq2dYWzR3XVe/++L9/edwck15sN7sdFqj6xr5AO9cKiqijevB7DnRad9QhdQTaz6+uTgqn1a7a+d3v5S2ets8Eau8DHc1Qc8XIKBWaSdMf7VjlNfNXez2o3fV+2FYKT+vTvaOtgEiCC7S19uwFqk62c8X9euMCbcSnF+jXxY16BWYC7b7xsEB7B59dfFyFN+lOd0hzBbov9N28X4VLq1lgL9DGlmZX4fuTxqzymvmrF2h7KvfCqilUzj+PtwISiSjQWXug2/Jjj3taF4stBNrcDGgo0P4b3QpUfX5GmbxpmxpMBdof0lyB7s8unuaN3c9PglbdnS1Q01Rs+5PGrPKa+TtFoL2wSsvKzbEINEFSPYTf893fvVHclzSwQ1O969Ah/OP9zYAvvPTT3/3TZROBat6oF2j3csBUgarqb673TtjU6mNPoCPd0QxpTKCn9TnQEfPl96bvwu5vMn3u9t3Bv3gmAr1inoo96qQxrPzoIfyBSz6dsGXL+R0N9TgntALCkH8RaUygRZvdm+vGLyLVXWjfXFLcDLhtXUqYIFDNG/UXkbqXA6YK1MFn4XUXkUa6oxnStItII+bLjXl/fwE+PwlaXSoxE6g6MOVEuN1n4atJY1j50YtIEy75VGHrlgt/Nn2c1goIIrxAlaNT1YRmAu0u4tZx0WlrD27kNqbz/Sh3jQ7hNW/U38akPl3p4na6QDu9PD99U01PU+Pd0QypI1BNfg8INL9+dLe+Yeqvqj81ZgJV58tpc/+qQSo0k8aw8pr5289JfePrcNiq5Qedx4iPtAIyiXAj/cX6R3XuGO6Bnrb30loCHbuR/vHlvkCV/Yr7RlfhdW/UCLTpT22ByQJtet564uXhTTU9TY12RzekrkD1N9KPHXuf5J+gLX5xfzf9eX3PRptRJkzdAcNU9CaNaeU187eXk+6egW6uNucb2pN+rBUQSYyPcuafVfuq+1k9Q4HmU+1c8bVh+YfqipnfrIb8wyT6j3IWYXV7oMWBXPEBOsM90O4bm3e2+5N//q/4vGB3P6lPKxVlzzvPXJ+wqUI9szGhO5oh1e+smtLmd0ygxZ2Q58sm6sJrezZ6Mb/ptvLx+ump6E8aw8rv5289dOWjxZqkjoRtDqM6d9iPtAIiifkwke7dxkbnQE/Vy5UXq8az6uJC50qmuqUv0PoRIFl9RWqaQDVvbAt03x/16uq+gekCVXo++zuRpnRHM6T6ncouYye/BwS6f85pVVHlkz6dnh26FtVJtWkq+pPGsPJ5T19oNaC9uaEbtxd2/6bW5v0rY62ARCI+zq59hsf4ItI/1HP/6O26iWqC1jendB9nl738XzS3MdVT+eivPuye1Bu9jan/RuWdTX/O6rtYyqeoTReou2/lnNgdzZCqdzbH8t38HhBoXvcyiXnz54d6dqCZG51um6ZCM2nMKl/M37IXR/+h/Uu9pI6EHRToaCsgkBi3MX31huaJseZX4b/7TbEzoHz/d/6wyOwHxY9f5feMPNt9oHL+jNzqGnBrhe6fYps31bsvZ1Sg/TeqXVb683Xx1N4Xq7u3DQRafs35C28bb+r2f2J3+kOq3qmkopPfQ/cfndY7VMpTlfs9O9TM/rnEdbdNU7HVTBqjypfz90fK85eVX+okdSTssEBHWwF5hBWoALjXDqxh8kCHdQhU2bMZuLsa4DAIFDqsQ6DNEeTAg4cAJoBAocM6BFrdAbP9+qOse/UKYCoIFDqsQ6DqHTDsgIItCBQ6rESgzd0hfNshWINAocNKBFp/M/dPubsOrEGg0GE1AgUAcA0CBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQgUAMASBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEuCCvQvbnDVjmnYWHEjhY0U1994i8fBDoelvGECRwrrzD4I1DYsKyxMYF8NI1A17OLKeyAsAm2G4Kgd07CssDCBfTWMQNWwiyvvgbAItBmCo3ZMw7LCwgT21TACVcMurrwHwiLQZgiO2jENywoLE9hXwwhUDbu48h4Ii0CbIThqxzQsKyxMYF8NI1A17OLKeyAsAm2G4Kgd07CssDCBfTWMQNWwiyvvgbAItBmCo3ZMw7LCwgT21TACVcMurrwHwgoT6JNrr5c/Pf306mbzzi31Rc0mBGofN1LYxa0wBKqGXVx5D4QVJtCbm9crk25yXvlClWtvEwKdETdS2MWtMASqhl1ceQ+EFSXQpzc3lUBvbl67tX10ffPaN4pce5sQ6Iy4kcIuboUhUDXs4sp7IKwkgf75/U0l0IdXix3NJ9cu/ap6VbMJgc6JGyns4lYYAlXDLq68B8IKEuidzebdfy4Feqf+973m5d4mBDonbqSwi1thCFQNu7jyHggrSaCv/u32XmnJm5sPin+r/9dvQqBz4kYKu7gVhkDVsIsr74GwggSq2PHp9fI4/eHV6oynZtP3SyxjAWjINBx+Q6DOwUpAoJAeOnce9igCBee4E2h115JmU4WrnWhH7ZiG5RgvTODxlxtNfq9HV6Sadw6HpbxhAkcKm/IhPAKdFTdSWJErbNCdEzyKQNWwIsvrMSwCbYbgqB3TsKywMIGHX5ogz2GRItBWWIHl9RpWpkC5Ch8gbqSw0lbYlH1Pkx3SbljKGyZwpLBCBVrd7Nm6D7S3CYHOiRsprKwVZq3PIY12PUp5AwWOFFaoQPkkkv+4kcJKWmFz7dkotHdgX4elvGECRworVKBPr29e7XzwXbMJgc6JGymsnBXmRJ+1QNX/UyRKeQMFjhRWqEC3j5RHLz28Wux0PuJpTE7jRgorZoW50WdXoF2NUt5AgSOFlSrQ7aNPd7J8p9jZLAWqbkKg8+NGCitlhTnSp16gqkSjjHb15Q0VVphArXA1BEftmIZFoGECt/7P1e7niEBVi8YebriwMsobLiwCbYbgqB3TsAg0TGDlZ0dnPycINJpC11zekGERaDMER+2YhkWgYQI3P7rU50GBNhKNNdygYQWUN2hYBNoMwVE7pmERaJjA1Q9u9TlJoBFOiK62vIHDItBmCI7aMQ2LQMMELv917c9pAv1e6GP5tZY3dFgE2gzBUTumYRFomMD7f1zrc7pA698NOdzQxC5v8LAItBmCo3ZMwyLQMIGL/7r3p5FAw50OXWd5w4dFoM0QHLVjGhaBhgmc/8eDPw0FGkqhqyxvhLAItBmCo3ZMwyLQMIH/4sefxgL9XpAj+TWWN0ZYBNoMwVE7pmERaJjAnvxpI9AACl1heaOERaDNEBy1YxoWgYYJ7Pzy+xyBelfo6sobKSwCbYbgqB3TsAg0CL78aStQzwpdW3lTHy8CtQ6LQEPgS58zBOr1etLKypv8eBGodVgEGgJv/pwjUI8KXVl5kx8vArUOi0AD4M+f8wT6PV9H8usqb/rjRaDWYRGof/wdwM8XqB+Frqq8f0l/vAjUOiwC9Y5PfzoQqA+Frqm8ReBIYRFoMwRH7ZiGRaC+8epPJwJ1r9AVlXcfOFJYBNoMwVE7pmERqGf8+tORQF1fT1pPecvAkcIi0GYIjtoxDYtA/eLZn84E6lahqylvFThSWATaDMFRO6ZhEahfPPvToUC/5/BIfjXlrQJHCotAmyE4asc0LAL1im9/uhWoM4Wupbx14EhhEWgzBEftmIZFoD7xfQDvXKCOFLqS8jaBI4VFoM0QHLVjGhaBesS/P90L1IlC11FeJXCksAi0GYKjdkzDIlB/BPCnD4E6uJ60ivKqgSOFRaDNEBy1YxoWgXojZ1kCFAAAIABJREFUhD/9CHT293iuobytwJHCItBmCI7aMQ2LQH0RxJ++BPq92qFWY19BeduBI4VFoM0QHLVjGhaBeiKMPz0KtG7dwqLLL28ncKSwSxAogIZA/vQs0EahGYtqPbAHOj0se6BeCOVP7wJtgpjshy69vL3AkcIuYQ/U1RActWMaFoF6IZQ/wwi0DjRVoksvby9wpLAItBmCo3ZMwyJQHwTzZziBqkfzB8e/8PL2A0cKi0CbIThqxzQsAvVAMKcFFWgd7rBEl11eTeBIYRFoMwRH7ZiGRaAeCKi0wAJtYo4qdNnl1QSOFBaBNkNw1I5pWATqnuC7hOHCteMO5zlEmjVhEahtQwjUMiwCdU74Y+pw4bqRBxy65PJqA0cKi0CbIThqxzQsAnVNWKHFE+jYbfYLLq8+cKSwCLQZgqN2TMMiUMcE9llMgX5v8HTocss7EDhSWATaDMFRO6ZhEahjAussskCrLnTz7D3NWhCodUMI1DIsAnVLaJsJEGjRiU6efadZDwK1bgiBWoZFoE4JbjMRAu3thC61vIOBI4VFoM0QHLVjGhaBuiTSPZmBYw51o3HoQss7HDhSWATaDMFRO6ZhEahDIrhMiEA7Cl1meUcCRwqLQJshOGrHNCwCdUcMlYkR6PfUA/lFlncscKSwCLQZgqN2TMMiUHfEMJkkgTZXkxZZ3rHAkcIi0GYIjtoxDYtAnRHvI5UR4g5Q7oQusbyjgSOFRaDNEBy1YxoWgboi4mfSI8QdYm/QBZZ3PHCksAi0GYKjdkzDIlBXxPGYNIHuD+MXWN7xwJHCItBmCI7aMQ2LQB0R85EeUSIPsuvQ8sp7IHCksAi0GYKjdkzDIlA3RH0mUpTIw0x5Zr0XEKh1QwjUMiwCdUI0i0kUaDSDIlDrhhCoZVgE6oLIj5SLFHuYg9/54QcEat0QArUMi0BdEM9hMgUayaAI1LohBGoZFoE6IKLChAo0zmE8ArVuCIFahkWg84mpMLECjWFQBGrdEAK1DItA5xP9kfDxwo8R3qAI1LohBGoZFoHOJqrABAs0vEERqHVDCNQyLAKdS1yBSRZocIMiUOuGXAr06fVNxStfVBufXOtuQaBz4kYK6z5uZH+JFmhogyJQ64a8C/ThVQTqMm6ksM7jxtaXbIF+D4F6DStToI0zL/2q/p97m9f1v+VqCI7aMQ2LQGcR3V7CBRrWoAjUuiEPAt3tiL7X/N9N9X8Q6Oy4kcI6jhtfXvIFGtCgCNS6IQ8CvbN57RvFpsreKAKdHzdSWLdxBbhLukCDfiYJgVo35F6gT65tPlD/77W/f3+z+dktBOombqSwrgUaW0/yBRrSoAjUuiH3Ar3TOulZXUNqpPr9EhexIEkkmEu+QPM+xq4UGOGiXk+utY7Z7202736z/ZdPN/VWBLp2RJgrBYFi0MRwUa576hnQZn+0fy3J1U60o3ZMw3IIb40IcSUi0DAH8RzCWzfkWqBPr6tnQAe9ikBt40YK6zCuDG8lIdBQBkWg1g25FujDq7075ge2uxqCo3ZMwyJQS4R4Kw2BBjIoArVuyLVAh+6bf3iVPVAncSOFdSnQ2FIqSESgYW6oR6DWDbkWaOdcZ31E3xerqyE4asc0LAK1Q4q1UhFoEIMiUOuGHAu0d9/8zb04NadGXQ3BUTumYRGoFWKslZBA/RsUgVo35FigT651TnU+vJrfxvTo/d41JARqFzdSWEdx5UgrGYGG2AVFoNYNORaocqqzfKTInfJhTLe6v+pqCI7aMQ2LQC0Q5Kx0BBrAoAjUuiHHAlXuVqqeyfTo55vNpXe7+58I1DJupLBO4kpSVlIC9W1QBGrdkGOBGuBqCI7aMQ2LQI0RZayEBOrfoAjUuiEEahkWgZoiS1gpCdS7QRGodUMI1DIsAjVFlq+SEqhvgyJQ64YQqGVYBGqIMF2lJVDPBkWg1g0hUMuwCNQMabpKTKB+DYpArRtCoJZhEagR4myVmkC93syEQK0bQqCWYRGoCfJklZxAfRoUgVo3hEAtwyJQE+S5KkWBejMoArVuCIFahkWgBghUVXoC9bgLikCtG0KglmER6HQkqipBgfozKAK1bgiBWoZFoJMRaao0BerJoAjUuiEEahkWgU5FpqhSFKi3XVAEat0QArUMi0AnItRTSQrUl0ERqHVDCNQyLAKdhlRNpSpQLwZFoNYNIVDLsAh0EmItlaZAPe2CIlDrhhCoZVgEOgW5kkpUoH4MikCtG0KglmER6AQEOypdgXowKAK1bgiBWoZFoBMQrKhUBeplFxSBWjeEQC3DItDDSDZUsgL1YVAEat0QArUMi0APItpQKQvUuUERqHVDCNQyLAI9hGxBpStQDwZFoNYNTRDo4x9e+BMC7YZFoAcQ7qeEBereoAjUuqEpAr2cZc++dRuBtsIi0AMI11PKAnVuUARq3dAEgZ7dKCbbuY/dOtTVEBy1YxoWgY4j3U5JC9S1QRGodUMTBLrj6zeK+fbixwi0CotARxFvp7QF6tigCNS6oWkC3fHV3qEvf4ZAi7AIdAz5ckpcoG5vZkKg1g1NFujuUP6rH+WT7ugtN5eUXA3BUTumYRHoMCm4KXWBOjUoArVuyECgO7776Lg4lHexG+pqCI7aMQ2LQAdJQk0LEKg7gyJQ64YMBHr2m+ezigsODArLJA0xJS/Q3QhiVxo6jFSksmd+Lf67G1l2cXYwV38DHLVjGpY90AES8VL6AnV4EM8eqHVDkwRanv1s7ga9mz03+54mV0Nw1I5pWASqJxUtLUKgrgyKQK0bmiDQsw+z7sWjx5ef+RyBRokbKayBQGN7ZRoLEKi7XVAEat3QBIHmn0Q6at++9Pgye6CR4kYKOzVuMlJagkCdGRSBWjc0SaAv/76z6ex3829lcjUER+2YhkWgOtKR0kIE6sagCNS6oQkC9YSrIThqxzQsAtWQkJMWIVBXu6AI1LqhCQI9++VPmuP1+z/+144+Eu9qCI7aMQ2LQPukpKRlCNSRQRGodUMTBNq6YuTi8hECnRE3UtgpcZMy0mIE6sKgCNS6IVOB3j9GoEVYBNolLSEtRKDFOIKU1wuCp/PEhsYFml+A7zL/+jsCnRE3UtjDcRPz0VIE6sSgCNS6oXGBbu/2BXrFjT8RqF3cSGEPxU1OR4sRqIvzoAjUuqEDAj37X2+++ePjo5ferPhp944mBBo2bqSwB+KmZ6MFCXS+QRGodUMHBJrj7roRAp0fN1LY8bgJumhZAp1pUARq3dAEgbZuY0KgZVgE2pCiipYk0Nm7oAjUuqEJAvWEqyE4asc0LAKtSdJEixLoXIMiUOuGRgV69ss3dzufu/+quNoddTUER+2YhkWgFWmKaGkCnWVQBGrd0KhAH1/Onvm8ey8T94EWYRFoSaIeWpZAZxoUgVo3hEAtwyLQPalqaGECnWdQBGrd0KhAveJqCI7aMQ2LQAuStdDSBDrrNCgCtW4IgVqGRaA56UpocQKdY1AEat0QArUMi0D/krI/FylQa4MiUOuGTAR69o+//R0CLcMi0KT9uUCBzjAoArVuaJpAH/zX29vt4/yb5c59gkCLsAg0bQMtUKD2BkWg1g1NEuhpcen9xOlFeARqFzdS2H7cxAW0RIFaGxSBWjc0RaB3C23eP86eu/3gsoNvhEegM+JGCtuLm7p+FilQW4MiUOuGpgj0pHgG6N3s6BM33wiPQGfEjRS2Gzd5+yxToJYGRaDWDU0Q6NmHuTlLjfKVHmXYdQs0ffksVKB2BkWg1g1NEOjemY8vZ+e3CLQOu2qBLsA9SxWolUERqHVDkwV6/7h4Fj0CLcOuWaBLUM9iBWpzQz0CtW5ogkD3h/CnxSlQzoFWYVcs0EWYZ7kCtTAoArVuaIJAtyfZ+fzye27OA1fhn1zbFLzyRbPt6adXN5t3biFQN3EjhW3iLkQ8ixaoqUERqHVDUwRafrPcle3ZR9l+P3SIh1d7Ai2dqioVgc6IGylsFXcx3lnMQDQYGxSBWjc0RaC7w/cd54sLSUejX8p5b/N6d9PNzWu3to+ub177BoG6iBspbBl3OdZZskCNDYpArRuaJNDtg1/+5OPdP49/+PJnY/7c2fK9zpaHV4t9zyfXLv0KgbqIGynsPu6CnLNogZqeBkWg1g1NE+hEnl7vafJOuU96p6dWV0Nw1I5p2DUKdEnKWbZADQ2KQK0bcirQJ9de+/v3N5uf3Wo23dx8UPzbP7h3NQRH7ZiGXZ9Al2WcxQvUxKAI1LqhyQL9Y8Wfhn+nuoZUSnOr7JM+vFqdBP1+yaiKQRwLE87CBVqML/aUWR1DGX/w0bTvRLq32bz7zfZfPt3UR/IIdCksTTdLFygGjcBAwtvfKjci0OqEZ3MtSRFo90YmVzvRjtoxDbuuQ/jl2WbxAjU5jOcQ3rqhKQI9zbJzP/1txe8OfxLpXn3TkmYPFIHOihsl6gJlswKBTjcoArVuaIJAzz4sHiNiQLO7iUBdx40RdImqWYNAJxsUgVo3NEGgjy+PfvpIK9DallyFdxw3eMSFmmahw+ow0aAI1LqhSQKd+ACmp9f7tqzu/+Q+UEdxQwdcqmiWOq4OCFQbNsYDlSdwcy/OWqRbPonkPG7geIu1zEoEOs2gCNS6oQkC3Z5O/R6kh1fz25geva988H0n01f5LLzDuEGjLVgy6xHoBIMiUOuGpgh0twv69jSD3ikfxnSrsGmx0/mIpzE5jRsy2JIdsxaBTjIoArVuaIJAz3754yw7eunNkp+M3cb06OebzaV3i53NUqDbR5/u/PlOd/8TgVrGDRhr0YZZjUCnGBSBWjc0QaDt++idfTG8qyE4asc07OIFunDBrEegEwyKQK0bQqCWYZcu0KX7ZUUCPWxQBGrd0ASBesLVEBy1Yxp24QJdvF3WJNBisKOzCoHaNoRALcMuWaBrkMsaxthwwKAI1Lqh6QI9G3mOHQINFjdAjFW4ZRWDVBg1KAK1bmiiQL96Iz/5+fiHbzn6TmMEahvXf4h1iGVtAh01KAK1bmiSQM9u7K8ePb6cnXN0CQmBWsb1HWAtXlmdQMc+k4RArRuaJNCTLDv374+f+fzsP2fFt8Mj0KUKdD1aWc9Ia4YNikCtG5oi0LtZ9nb5SJEvj7PR7zVGoL7jem19RVJZpUCHDIpArRuaItCT/LPw5TOZTk2fDYpA3cb12fialLJCgQ4bFIFaNzRBoPunMZUCvX/MjfRF2OUJdF1GWaNABw2KQK0bmiDQvTpLgU5+OCgC9RPXV8NrE8raxrtnwKAI1LohBGoZdmECXZ1O1inQAYMiUOuGJgj07MP8wlFpzrvOLsO7GoKjdkzDLkqgK5TJSgWqNygCtW5ogkD3F472AjX/gjkE6jauj0bX6JK1ClRrUARq3dAUgd4/zi7cLgT64EeZ6RfMIVC3cT20uUqTrFagus/FI1DrhqYINP9i+OyF46OXnt/9O/HbPRCop7jOW1ypSNYrUI1BEah1Q5MEuv2H4+ppoM78iUDt4jpub7UeWe3Ac7oGRaDWDU0T6Pa737ywS/qzL3/mzJ8I1C6u2+bWa5FVC7RrUARq3dBEgXrA1RActWMadhECXbFD1i3QjkERqHVDCNQybPoCXbdC1j36jkERqHVD4wL97o99XD1X2dUQHLVjGjZ5ga7cICsfftugCNS6oVGBdr5Obg+fRCrCpi7QlesDgaoGRaDWDSFQy7BpC3T19kCgqkERqHVDowI9+8ffFvw6y45+8je//e1fP58dvfU7Psr5l8QFijwQaE5tUARq3dCoQEt2O6LV7Z9fOtsBRaB2cR20gTq+h0ALKoMiUOuGpgj0RLl9ngcql2HTFSjiyEGgOaVBEah1QxMEun+gcsn9Y2dfigQRwBslJKIgz0LsObkcxp4HqvufWbj6G+CoHdOwae6Boo0KMrEn2yvUzew0JvXVO1GgrT1QBFqETVKgOKMGgVYUBnU0PU1JffVOEuj2RDnvecI50H3YBAWKMhQQaEP32SLhSH31ThPo3Sy7sD/xeXYj42uN92GTEyjGaEE6FKIZNPXVO02gu93OLHvxzTffzJ8HesGRPxGoXVzbN+KLNghUJZZBU1+9EwWa73iW8DzQMmxiAsUWHRBoi0gGTX31ThRo/jzQfO/z2bdcPUkEgdrGtXoXsuiBQNvEMWjqq3eyQD3gagiO2jENm45AM1yhgaR0KBLifsKOk/rqRaDWYVMRKPrUQ1q6xDBo6qsXgVqHTUSgaGIABKohuEFTX70I1DpsGgJFEkMgUB2hDZr66kWg1mFTECiOGAaBagls0NRXLwK1DitfoChiDLKjJ+yJ0NRXLwK1DitdoAhiHPIzQFCDpr56Eah1WNEC5dL7QcjQIAENmvrqRaDWYQULFH1OgBwNE24nNPXVi0Ctw4oVKGaYBGkaIZhBU1+9CNQ6rFCB4oWJkKhRAik09dWLQK3DyhQoVpgKAh0nzOeSUl+9CNQ6rEiB4oTJINBDhDBo6qsXgVqHFShQlGAAAj2Mf4OmvnoRqHVYaQLl0rsZpGsC3ndCU1+9CNQ6rCyBok9TSNgUfJ8JTX31IlDrsJIEigzMIWfT8GvQ1FcvArUOK0egqMAGsjYVnwZNffUiUOuwUgSKCOwgb5PxeByf+upFoNZhZQgUDdhC5qaTeVNo6qsXgVqHFSBQrhzNgNwZ4Umhqa9eBGodNrpA0ecsyJ4hXgya+upFoNZhIwuU9T8TEmiMB4OmvnqdC/TPP99sLr1zS9ny5Nqm4JUvEKiLuMV/Wf2zIYXmuN8JTX31uhboH/ayvPSrZtPDqwjUZdy/oE8nkEQLnJ8JTX31Ohbovc2lX2y3j66rtry3eV3/y66G4Kgd07Cx4nLq0w2k0QrHF+RTX71uBfr0+uaD/N/dUfsH9cabm/cQqDtY944gkZY4NWjqq9etQJ9cK/c8FWk+va4ezyPQmbDoXYFA7XFn0NRXr1uB1igCfXLttb9/f7P52S0EOh/WvDsQ6Ayc7YSmvnr9CPTJtWavs7qG1BzUf7/ETawVwZJ3CdmcQ5G92AtCHo5Scke5bnRvs3n3m+2/fNpcmUegVrDg3UI+54FCNbhJyD31NqZKpv1rSa52oh21Yxo2cFyWu2MQ6FxcHMenvnp9CPTe1UsfaLZuXvsGgVrDYncNAp3PfIOmvno9CPTORnvZ/eHV7p30robgqB3TsAHjstY9QFIdMPuWptRXr3uB/kHvz51A2QO1gzvnvUBWXTD3vvrUV69rgT69uXm1taNZ3Vuv+UCSqyE4asc0bKi4rHM/IFBHzFJo6qvXtUBv9s503tyLsxYpAjWDVe4JBOqMGQpNffU6Fuidnj/z+0Df/Wb76P3+K66G4Kgd07BB4rLIvYFAHWJt0NRXr1uBVk+u2/F6rs7ibOid8mFMt7q/7WoIjtoxDRsiLmvcHwjUKZYGTX31uhXovY1GoNtH+SNC3+3ufyLQw7DCPYJA3WJ3HJ/66nUrUDNcDcFRO6ZhvcdlgXsFgTrG6oJ86qsXgVqH9RyX9e0ZEuwec4WmvnoRqHVYv3FZ3b5BoD4wVWjqqxeBWof1GZe17R8E6gczg6a+ehGodViPcVnaAUCgvjAxaOqrF4Fah/UXl4UdAgTqDYOd0NRXLwK1DustLus6CAjUH9MvyKe+ehGodVhfcVnWYUCgPpmq0NRXLwK1DusnLqs6FAjUM5MUmvrqRaDWYb3EZVEHA4F6Z4JCU1+9CNQ6rI+4LOlwINAAHFRo6qsXgVqHdR6XFR0U0h2EAwpNffUiUOuwruOyoMNCvgMxej0p9dWLQK3DOo7Lag4MAg3GiEJTX70I1Dqs27gs5tAg0JAMKTT11YtArcM6jctaDg4CDYteoamvXgRqHdZhXJZyBBBoaHQKTX31IlDrsO7ispJjgEDD01do6qsXgVqHdRaXdRwFBBqD7vWk1FcvArUO6yYuyzgWZD4ObYWmvXoR6IywTuKyiqNB6qOhKDTp1fsXBDojrIu4LOF4INCI1ApNefXuG0KglmHnx2UFxwSBRmV/JJ+lu3qrhhCoZdjZcVnAUUGgkSkVav5d8g5AoMoQHLVjGnZuXJZvXBCoAGIpFIEqQ3DUjmnYeXFZvbFBoDKIsh+KQJUhOGrHNOysuCze6CBQKURQKAJVhuCoHdOwc+KydOODQCUR2KGLEOhaYeWKgDLIorqmFHt5zoI90OlhLeNmLFwZUAdxhDuWX8QeqKshOGrHNKxVXFatGCiFSMIoFIEqQ3DUjmlYm7isWTkgUKGEuD8UgSpDcNSOaViLuKxYQSBQsfhXKAJVhuCoHdOwxnFZsKJAoLLxKlEEqgzBUTumYQ3jsl6FQUGk41GhCFQZgqN2TMOaxOXSuzwoSQp4OppHoMoQHLVjGnZ6XPQpEYqSBl4UikCVIThqxzTs1LgsVJlQl4RwLVEEqgzBUTumYafFZZlKhcokhVuFIlBlCI7aMQ07JS6LVC7UJjncHc0jUGUIjtoxDXs4LktUMlQnQbLMjUQRqDIER+2Yhj0QlytHwqE+qZLN1ygCVYbgqB3TsKNx0ad4qFDKZC0cr16jhhCoZdjBuBn2TAGKlD6ZrUcRqDIER+2Yhh2Iiz4TgTIthsxYpAhUGYKjdkzDauOyKpOBUi2NrkdHXIpAlSE4asc0bDduVbLY0wimQbGWygSPIlBlCI7aMQ3bjos+U4NyrYAhkSJQZQiO2jEN28TFnSlCzdZDz6IIVBmCo3ZMw5Zx2fVMFKq2PsyuNE3TAAK1DLtFnklD5VaKU4siUFsy7Jk2FG/VOJIoArUgQ54LgALCfIkiUEOQ51KgiJAzT6EI1ADcuSSoJFQgUN+w47k4qCbUIFCPIM9FQkWhBoF6AncuFsoKNXIE+vTTq5vNO7cObJIvUPVmsdjVBR9QWqgRI9An1zY5r3wxukm0QLMMea4Bygs1YgR6c/Pare2j65vXvhnbNE+g2SGctBm7pOAZqgw1UgT68Gqxo/nk2qVfjWyaJdCD+pxN7GJCEKg11EgR6J3N6+W/741sminQw8nAmnAQyg41UgR6c/NB8e+90pr6TZ4FCjABBAo1QgT69Hp5nP7wanXGU7Pp+yV2MdwcpgMANMwzX22neW9HoACQIvPMV9tp3tsVW1Z3LWk2VVjuNPd2oh21Yxo2VtxIYSPF9TfeYtkMh6W8YQJHCivzifTT9kAR6Ky4kcIuboUhUDXs4sp7ICwCbYbgqB3TsKywMIF9NYxA1bCLK++BsDIFGuIqfH8IjtoxDcsKCxPYV8MIVA27uPIeCCtUoNXNnq37QHubEOicuJHCLm6FIVA17OLKeyCsUIEG+CRSfwiO2jENywoLE9hXwwhUDbu48h4IK1SgT69vXu188F2zCYHOiRsp7OJWGAJVwy6uvAfCChXo9pHy6KWHV4udzkeJPY1palhWWJjAvhpGoGrYxZX3QFipAt0++nQny3eKnc1SoOomBDo/bqSwi1thCFQNu7jyHggrVqAGuBqCo3ZMw7LCwgT21TACVcMurrwHwiLQZgiO2jENywoLE9hXwwhUDbu48h4Ii0CbIThqxzQsKyxMYF8NI1A17OLKeyAsAm2G4Kgd07CssDCBfTWMQNWwiyvvgbAItBmCo3ZMw7LCwgT21TACVcMurrwHwi5BoGlj+zi+RFnZcNc23pUN19t4EehkVjblVjbctY13ZcNFoPFZ2ZRb2XDXNt6VDReBxmdlU25lw13beFc2XAQan5VNuZUNd23jXdlwEWh8VjblVjbctY13ZcNFoPFZ2ZRb2XDXNt6VDReBxmdlU25lw13beFc2XAQKACANBAoAYAkCBQCwBIECAFiCQAEALEGgAACWIFAAAEsQKACAJQh0mKefXt1s3rmlbnr0883m0v/zzeDrKTMw3GrTk/2XVWu+rTpRDox36eV9en1TkZd08eXtjNdVeRHoIE/6X2//z/sCvPrFwOspoxnOw6vFpv13VZf/s5rxLr28HaEsvrz6Pxizh4tAB7m5ee3W9tH1zWv1F9zvJtlu09M/7Df1X0+a/nB2U07ZdG/zeqyueeHQeBdf3pKHV4s/GMsvb0k5XlflRaBDPLxa/HV6cm2/Q5Jzs0z3zc0H2tdTRjOc9qabm/eidc4Dh8a7/PLu2f3VKOq6/PLuKcfrrLwIdIg75Z/kO/XM2uX+g+KH4q91//Wk0Qyn3CnZD/vp9WWYpOLQeJdf3uqFYqdgBeWtXijG66y8CHSIm6otC+pJ9vDqrgj915NGM5zWX+kn1177+/c3m5/ditM95xwa7/LLW/Dk2v6FFZS3oBqvs/Ii0AHatuxv0ryeMrrh1OcEX982FxnKiZc6h8a7gvIWVHtiKyhvwZ3qKMNVeRHoALoU3yxnW34udA0r7OkfijX17v4aUv7vv3y6Wcah3qHxrqG8W+Uc4BrKu23Gi0C9o6S4vtVh92d6N8vyZfbKF7rXE0Y7nIfv7+/aurVtdlUWcrHh0HjXUN5t7s3SH2so77YZr7vyItABtH+j7uwPc/7TOg7h678X6l7JvWXc13NovCso71a5LFqz4PJulfGyB+qNe+WpIH2K/1ycaF/QOdCx4VZ7IzfVE+2J75FNHe8KyrvVFXPB5d0qo0Og3qhKMHadrti0jMu0I8PVT7K0hTJ9vIsvb///cpZb3vb/cRXeO9UdYpo7xYpdlZHXU6Q/nM5NB4sQSsOB8S6/vDn1Gc8VlDenOcPrrLwIdAjNZxXKbO8/DLb8j6q0DuFvqneZL4BD411+eVt3z6+gvK3x8kkk7+zm0qudT8ve21z6xXb756vFQtO8njLa4SoXkfZXWB69v5DhHhzv8sub66Nzg8miy9sar7PyItBBHinPaymfQLC/T7BM+qNlPa5HM9zypoP9jln5P6/citpLdxwa7/LLq7vBZMnlbY3XVXkR6DCPPt1l+J0i5VUJ/vk/bjb/9hf915eAZrj/X/58zOrjfcWzUN9dzHAPj3f8V+7pAAAB9klEQVTx5W3ds7SC8rbH66a8CBQAwBIECgBgCQIFALAEgQIAWIJAAQAsQaAAAJYgUAAASxAoAIAlCBQAwBIECgBgCQIFALAEgQIAWIJAAQAsQaCQMo8vZxc1m+8fnw/eFVgjCBRSRi/Qsw8zBAohQKCQMlqB7vyJQCEICBRSRifQBz/KECiEAYFCyvQFevab4wyBQiAQKKRMT6D54fvR/+QcKIQBgULK5AI9u7Hb53zx4/2GnUAv3OYiEgQCgULK7AT68uWs4Lnb+Yazv/uMq/AQDAQKKfM4t+eF29uzG+ppTwQKgUCgkDK5QPcnQU+zo0+qrQgUAoFAIWV2An3m8+qnWpoIFAKBQCFlFG2elGdBtwgUgoFAIWWU25hOqn1RBArBQKCQMjuBXil/PEWgEBwECinDHihEBYFCyrQEyjlQCA0ChZTZCbTUpvqhTgQKgUCgkDL5faD7k6An3AcK4UGgkDLFJ5F+cHv74KNMeaoIAoVAIFBImZ1A/035WfgLzVYECoFAoJAyzdOYfq9sRaAQCAQKAGAJAgUAsASBAgBYgkABACxBoAAAliBQAABLECgAgCUIFADAEgQKAGAJAgUAsASBAgBYgkABACxBoAAAliBQAABLECgAgCUIFADAEgQKAGAJAgUAsASBAgBYgkABACz5/wHNy6mx3xHviQAAAABJRU5ErkJggg==" width="672" /></p>
<p>As we can see, the actual <span class="math inline">\(`b_0`\)</span> and <span class="math inline">\(`b_1`\)</span> are in the middle of both plots, now lets do some hypothesis testing for <span class="math inline">\(b_0\)</span> and <span class="math inline">\(b_1\)</span></p>
<ol style="list-style-type: decimal">
<li><span class="math inline">\(H_{0}: df_1.b_0 = b_0\)</span>, <span class="math inline">\(H_{A}: df_1.b_0 \ne b_0\)</span></li>
<li><span class="math inline">\(H_{0}: df_1.b_1 = b_1\)</span>, <span class="math inline">\(H_{A}: df_1.b_1 \ne b_1\)</span></li>
</ol>
<pre class="r"><code>set.seed(1)
t.test(x=df1_bs$b0, mu=df1_b0)</code></pre>
<pre><code>##
## One Sample t-test
##
## data: df1_bs$b0
## t = 1.6277, df = 1999, p-value = 0.1038
## alternative hypothesis: true mean is not equal to -0.03600886
## 95 percent confidence interval:
## -0.03653174 -0.03038172
## sample estimates:
## mean of x
## -0.03345673</code></pre>
<p>As we can see, p-value for <span class="math inline">\(b_0\)</span> is greather than <span class="math inline">\(0.05\)</span> so we cannot reject for <span class="math inline">\(b_0\)</span></p>
<pre class="r"><code>set.seed(1)
t.test(x=df1_bs$b1, mu=df1_b1)</code></pre>
<pre><code>##
## One Sample t-test
##
## data: df1_bs$b1
## t = 1.3135, df = 1999, p-value = 0.1891
## alternative hypothesis: true mean is not equal to -0.8060082
## 95 percent confidence interval:
## -0.8065750 -0.8031425
## sample estimates:
## mean of x
## -0.8048587</code></pre>
<p>And same for <span class="math inline">\(b_1\)</span>, we cannot reject it.</p>
<p>We can also do same process for <span class="math inline">\(df_2\)</span> and <span class="math inline">\(df_3\)</span>, I will repeat the process and skip the explanation part just not to bore you.</p>
<pre class="r"><code>iter_count <- 1000
sample_size <- 500
df2_bs = data.frame(b0 = numeric(), b1=numeric(), var=numeric(), mean.X = numeric(), mean.Y = numeric(), iter_count = numeric())
df3_bs = data.frame(b0 = numeric(), b1=numeric(), var=numeric(), mean.X = numeric(), mean.Y = numeric(), iter_count = numeric())
set.seed(1)
for (i in 1:iter_count) {
df_sample <- sample_n(df2, sample_size)
model <- lm(Y~X, df_sample)
b0 <- coef(model)[1]
b1 <- coef(model)[2]
df2_bs <- rbind(df2_bs, data.frame(b0 = c(b0), b1 = c(b1),mean.X=mean(df_sample$X), mean.Y = mean(df_sample$Y), var=var(df_sample)))
df_sample <- sample_n(df3, sample_size)
model <- lm(Y~X, df_sample)
b0 <- coef(model)[1]
b1 <- coef(model)[2]
df3_bs <- rbind(df3_bs, data.frame(b0 = c(b0), b1 = c(b1),mean.X=mean(df_sample$X), mean.Y = mean(df_sample$Y), var=var(df_sample)))
}
model <- lm(Y~X, df2)
df2_b0 <- coef(model)[1]
df2_b1 <- coef(model)[2]
model <- lm(Y~X, df3)
df3_b0 <- coef(model)[1]
df3_b1 <- coef(model)[2]</code></pre>
<p>Now we are done with calculation part, we can see the plots for each of them</p>
<p>Density plot for <span class="math inline">\(df_2\)</span></p>
<pre class="r"><code>df2_b0_plot <- df2_bs %>% ggplot(aes(b0)) +
geom_density(fill='red') +
labs(xlab="b0", ylab="count", title="b0 histogram after 1000 iteration with 500 sample size")
df2_b1_plot <- df2_bs %>% ggplot(aes(b1)) +
geom_density(fill='blue') +
labs(xlab="b1", ylab="count", title="b1 histogram after 1000 iteration with 500 sample size")
grid.arrange(
df2_b0_plot + geom_vline(xintercept = df2_b0, color='black', size=1),
df2_b1_plot + geom_vline(xintercept = df2_b1, color='black', size=1)
)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>And also tests</p>
<p>For <span class="math inline">\(b_0\)</span></p>
<pre class="r"><code>set.seed(1)
t.test(x=df2_bs$b0, mu=df2_b0)</code></pre>
<pre><code>##
## One Sample t-test
##
## data: df2_bs$b0
## t = -0.8465, df = 1999, p-value = 0.3974
## alternative hypothesis: true mean is not equal to 0.0180463
## 95 percent confidence interval:
## 0.01571716 0.01897098
## sample estimates:
## mean of x
## 0.01734407</code></pre>
<p>And for <span class="math inline">\(b_1\)</span></p>
<pre class="r"><code>set.seed(1)
t.test(x=df2_bs$b1, mu=df2_b1)</code></pre>
<pre><code>##
## One Sample t-test
##
## data: df2_bs$b1
## t = 0.294, df = 1999, p-value = 0.7688
## alternative hypothesis: true mean is not equal to 0.2736038
## 95 percent confidence interval:
## 0.2730247 0.2743871
## sample estimates:
## mean of x
## 0.2737059</code></pre>
<p>And for <span class="math inline">\(df_3\)</span></p>
<pre class="r"><code>df3_b0_plot <- df3_bs %>% ggplot(aes(b0)) +
geom_density(fill='red') +
labs(xlab="b0", ylab="count", title="b0 histogram after 1000 iteration with 500 sample size")
df3_b1_plot <- df3_bs %>% ggplot(aes(b1)) +
geom_density(fill='blue') +
labs(xlab="b1", ylab="count", title="b1 histogram after 1000 iteration with 500 sample size")
grid.arrange(
df3_b0_plot + geom_vline(xintercept = df3_b0, color='black', size=1),
df3_b1_plot + geom_vline(xintercept = df3_b1, color='black', size=1)
)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>And tests</p>
<pre class="r"><code>set.seed(1)
t.test(x=df3_bs$b0, mu=df3_b0)</code></pre>
<pre><code>##
## One Sample t-test
##
## data: df3_bs$b0
## t = 0.1734, df = 1999, p-value = 0.8624
## alternative hypothesis: true mean is not equal to -0.005399799
## 95 percent confidence interval:
## -0.005813688 -0.004905621
## sample estimates:
## mean of x
## -0.005359655</code></pre>
<p>And for <span class="math inline">\(b_1\)</span></p>
<pre class="r"><code>set.seed(1)
t.test(x=df3_bs$b1, mu=df3_b1)</code></pre>
<pre><code>##
## One Sample t-test
##
## data: df3_bs$b1
## t = -0.72662, df = 1999, p-value = 0.4675
## alternative hypothesis: true mean is not equal to -0.5892393
## 95 percent confidence interval:
## -0.5895853 -0.5890803
## sample estimates:
## mean of x
## -0.5893328</code></pre>
<p>As we see, all our hypothesis had <span class="math inline">\(p-value > \alpha = 0.05\)</span> so we cannot reject any of them.</p>
<h2 id="hyperparameters"">
Hyperparameters
</h2>
<p>One thing we can do is to change number of iterations and sample size, and see what we get</p>
<p>Lets start with number of iterations We can start with 10 iterations and multiply after each big iteration by some number</p>
<pre class="r"><code>iter_count <- 10
iter_count_multiplier <- c(10,10,10,5)
sample_size <- 500
bs = data.frame(b0 = numeric(), b1=numeric(),mean.X = numeric(), mean.Y=numeric(), var.X=numeric(),var.Y = numeric(), iter_count = numeric())
for (j in 1:length(iter_count_multiplier)) {
set.seed(1)
for (i in 1:iter_count) {
df_sample <- sample_n(df1, sample_size)
model <- lm(Y~X, df_sample)
b0 <- coef(model)[1]
b1 <- coef(model)[2]
bs <- rbind(bs, data.frame(b0 = c(b0), b1 = c(b1),mean.X=mean(df_sample$X), mean.Y = mean(df_sample$Y), var.X=var(df_sample)[1,'X'], var.Y = var(df_sample)[2,'Y'], iter_count = c(iter_count)))
}
iter_count <- iter_count*iter_count_multiplier[j]
}</code></pre>
<p>And now lets look at plots</p>
<pre class="r"><code>grid.arrange(bs %>%
ggplot(aes(b0)) +
geom_density(fill='red') +
geom_vline(xintercept = df1_b0, color='black', size=1) +
facet_wrap(.~iter_count) +
labs(title="b0 by iterations"),
bs %>%
ggplot(aes(b1)) +
geom_density(fill='blue') +
geom_vline(xintercept = df1_b1, color='black', size=1) +
facet_wrap(.~iter_count)+
labs(title="b1 by iterations"))</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>As we can see, after every <span class="math inline">\(10^j\)</span> iteration, it is becoming to look like normal distribution.</p>
<p>We also can see how variances and means are changed.</p>
<pre class="r"><code>bs %>% group_by(iter_count) %>% summarise(bs.mean.X = mean(mean.X), bs.mean.Y = mean(mean.Y), bs.var.X = mean(var.X), bs.var.Y = mean(var.Y)) %>% cbind(mean.X = mean(df1$X), mean.Y = mean(df1$Y), var.X=var(df1)[1,'X'],var.Y=var(df1)[2,'Y']) %>% select(iter_count, bs.mean.X, mean.X, bs.mean.Y, mean.Y, bs.var.X, var.X, bs.var.Y, var.Y)</code></pre>
<pre><code>## iter_count bs.mean.X mean.X bs.mean.Y mean.Y bs.var.X
## 1 10 -0.03165606 -0.0368687 -0.046733973 -0.006292383 3.374715
## 2 100 -0.03108223 -0.0368687 -0.022127501 -0.006292383 3.433026
## 3 1000 -0.03585160 -0.0368687 -0.004540026 -0.006292383 3.438442
## 4 10000 -0.03565246 -0.0368687 -0.006592165 -0.006292383 3.433095
## var.X bs.var.Y var.Y
## 1 3.43048 5.417079 5.518823
## 2 3.43048 5.501491 5.518823
## 3 3.43048 5.519780 5.518823
## 4 3.43048 5.517890 5.518823</code></pre>
<p>We can see that after each <span class="math inline">\(10^j\)</span> iteration mean and variation of sample is approaching to <span class="math inline">\(df_1\)</span>s mean and variation.</p>
<h2 id="conclusion">
Conclusion
</h2>
<p>So far, we looked at histogram and density plots, after 1000 sample iterations which seemed to be normal,</p>
<p>we did hypothesis testing, after which we saw that for all dataframes <span class="math inline">\(p-value > \alpha = 0.05\)</span>, so we couldn’t reject any hypothesis</p>
<p>we saw that density plot is becoming more normal after <span class="math inline">\(10,10^2, 10^3, 10^4\)</span> iterations,</p>
<p>we saw that mean and variation of sample is approaching to populations mean and variation,</p>
<p>and what we can conclude is that by increasing number of sample iteration, our sample is behaving like population <code>in average</code>, regressors of sample are aproaching to populations regressors <code>in average</code>.</p>
<p>I hope it wasn’t boring and You enjoy it. Thank you for reading.</p>
</div>
<script>
// add bootstrap table styles to pandoc tables
function bootstrapStylePandocTables() {
$('tr.header').parent('thead').parent('table').addClass('table table-condensed');
}
$(document).ready(function () {
bootstrapStylePandocTables();
});
</script>
<!-- tabsets -->
<script>
$(document).ready(function () {
window.buildTabsets("TOC");
});
$(document).ready(function () {
$('.tabset-dropdown > .nav-tabs > li').click(function () {
$(this).parent().toggleClass('nav-tabs-open')
});
});
</script>
<!-- code folding -->
<!-- dynamically load mathjax for compatibility with self-contained -->
<script>
(function () {
var script = document.createElement("script");
script.type = "text/javascript";
script.src = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
document.getElementsByTagName("head")[0].appendChild(script);
})();
</script>
</body>
</html>