-
Notifications
You must be signed in to change notification settings - Fork 0
/
output_Lab_6.html
934 lines (783 loc) · 912 KB
/
output_Lab_6.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
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="author" content="Group 8" />
<meta name="date" content="2024-07-02" />
<title>HW6</title>
<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
// be compatible with the behavior of Pandoc < 2.8).
document.addEventListener('DOMContentLoaded', function(e) {
var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
var i, h, a;
for (i = 0; i < hs.length; i++) {
h = hs[i];
if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6
a = h.attributes;
while (a.length > 0) h.removeAttribute(a[0].name);
}
});
</script>
<script>/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType&&"function"!=typeof e.item},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var f="3.6.0",S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&&"length"in e&&e.length,n=w(e);return!m(e)&&!x(e)&&("array"===n||0===t||"number"==typeof t&&0<t&&t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e<0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e<0?t:0);return this.pushStack(0<=n&&n<t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for("boolean"==typeof a&&(l=a,a=arguments[s]||{},s++),"object"==typeof a||m(a)||(a={}),s===u&&(a=this,s--);s<u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],"__proto__"!==t&&a!==r&&(l&&r&&(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&&!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&&(a[t]=r));return a},S.extend({expando:"jQuery"+(f+Math.random()).replace(/\D/g,""),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||"[object Object]"!==o.call(e))&&(!(t=r(e))||"function"==typeof(n=v.call(t,"constructor")&&t.constructor)&&a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&&t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r<n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&&(p(Object(e))?S.merge(n,"string"==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r<n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i<o;i++)!t(e[i],i)!==a&&r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o<r;o++)null!=(i=t(e[o],o,n))&&a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&&a.push(i);return g(a)},guid:1,support:y}),"function"==typeof Symbol&&(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(e,t){n["[object "+t+"]"]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S="sizzle"+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&&(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n<r;n++)if(e[n]===t)return n;return-1},R="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",M="[\\x20\\t\\r\\n\\f]",I="(?:\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",W="\\["+M+"*("+I+")(?:"+M+"*([*^$|!~]?=)"+M+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+I+"))|)"+M+"*\\]",F=":("+I+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+W+")*)|.*)\\)|)",B=new RegExp(M+"+","g"),$=new RegExp("^"+M+"+|((?:^|[^\\\\])(?:\\\\.)*)"+M+"+$","g"),_=new RegExp("^"+M+"*,"+M+"*"),z=new RegExp("^"+M+"*([>+~]|"+M+")"+M+"*"),U=new RegExp(M+"|>"),X=new RegExp(F),V=new RegExp("^"+I+"$"),G={ID:new RegExp("^#("+I+")"),CLASS:new RegExp("^\\.("+I+")"),TAG:new RegExp("^("+I+"|[*])"),ATTR:new RegExp("^"+W),PSEUDO:new RegExp("^"+F),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+M+"*(even|odd|(([+-]|)(\\d*)n|)"+M+"*(?:([+-]|)"+M+"*(\\d+)|))"+M+"*\\)|)","i"),bool:new RegExp("^(?:"+R+")$","i"),needsContext:new RegExp("^"+M+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+M+"*((?:-\\d)?\\d*)"+M+"*\\)|)(?=[^-]|$)","i")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\d$/i,K=/^[^{]+\{\s*\[native \w/,Z=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,ee=/[+~]/,te=new RegExp("\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\([^\\r\\n\\f])","g"),ne=function(e,t){var n="0x"+e.slice(1)-65536;return t||(n<0?String.fromCharCode(n+65536):String.fromCharCode(n>>10|55296,1023&n|56320))},re=/([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,ie=function(e,t){return t?"\0"===e?"\ufffd":e.slice(0,-1)+"\\"+e.charCodeAt(e.length-1).toString(16)+" ":"\\"+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&&"fieldset"===e.nodeName.toLowerCase()},{dir:"parentNode",next:"legend"});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&&e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],"string"!=typeof t||!t||1!==p&&9!==p&&11!==p)return n;if(!r&&(T(e),e=e||C,E)){if(11!==p&&(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&&(a=f.getElementById(i))&&y(e,a)&&a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&&d.getElementsByClassName&&e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&&!N[t+" "]&&(!v||!v.test(t))&&(1!==p||"object"!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&&(U.test(t)||z.test(t))){(f=ee.test(t)&&ye(e.parentNode)||e)===e&&d.scope||((s=e.getAttribute("id"))?s=s.replace(re,ie):e.setAttribute("id",s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?"#"+s:":scope")+" "+xe(l[o]);c=l.join(",")}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&&e.removeAttribute("id")}}}return g(t.replace($,"$1"),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+" ")>b.cacheLength&&delete e[r.shift()],e[t+" "]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement("fieldset");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split("|"),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return"input"===e.nodeName.toLowerCase()&&e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return("input"===t||"button"===t)&&e.type===n}}function ge(t){return function(e){return"form"in e?e.parentNode&&!1===e.disabled?"label"in e?"label"in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&&ae(e)===t:e.disabled===t:"label"in e&&e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&&(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&&"undefined"!=typeof e.getElementsByTagName&&e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&&e.namespaceURI,n=e&&(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||"HTML")},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&&9===r.nodeType&&r.documentElement&&(a=(C=r).documentElement,E=!i(C),p!=C&&(n=C.defaultView)&&n.top!==n&&(n.addEventListener?n.addEventListener("unload",oe,!1):n.attachEvent&&n.attachEvent("onunload",oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement("div")),"undefined"!=typeof e.querySelectorAll&&!e.querySelectorAll(":scope fieldset div").length}),d.attributes=ce(function(e){return e.className="i",!e.getAttribute("className")}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment("")),!e.getElementsByTagName("*").length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute("id")===t}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t="undefined"!=typeof e.getAttributeNode&&e.getAttributeNode("id");return t&&t.value===n}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode("id"))&&n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode("id"))&&n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return"undefined"!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if("*"===e){while(n=o[i++])1===n.nodeType&&r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&&function(e,t){if("undefined"!=typeof t.getElementsByClassName&&E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&&(ce(function(e){var t;a.appendChild(e).innerHTML="<a id='"+S+"'></a><select id='"+S+"-\r\\' msallowcapture=''><option selected=''></option></select>",e.querySelectorAll("[msallowcapture^='']").length&&v.push("[*^$]="+M+"*(?:''|\"\")"),e.querySelectorAll("[selected]").length||v.push("\\["+M+"*(?:value|"+R+")"),e.querySelectorAll("[id~="+S+"-]").length||v.push("~="),(t=C.createElement("input")).setAttribute("name",""),e.appendChild(t),e.querySelectorAll("[name='']").length||v.push("\\["+M+"*name"+M+"*="+M+"*(?:''|\"\")"),e.querySelectorAll(":checked").length||v.push(":checked"),e.querySelectorAll("a#"+S+"+*").length||v.push(".#.+[+~]"),e.querySelectorAll("\\\f"),v.push("[\\r\\n\\f]")}),ce(function(e){e.innerHTML="<a href='' disabled='disabled'></a><select disabled='disabled'><option/></select>";var t=C.createElement("input");t.setAttribute("type","hidden"),e.appendChild(t).setAttribute("name","D"),e.querySelectorAll("[name=d]").length&&v.push("name"+M+"*[*^$|!~]?="),2!==e.querySelectorAll(":enabled").length&&v.push(":enabled",":disabled"),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(":disabled").length&&v.push(":enabled",":disabled"),e.querySelectorAll("*,:x"),v.push(",.*:")})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&&ce(function(e){d.disconnectedMatch=c.call(e,"*"),c.call(e,"[s!='']:x"),s.push("!=",F)}),v=v.length&&new RegExp(v.join("|")),s=s.length&&new RegExp(s.join("|")),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&&t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&&y(p,e)?-1:t==C||t.ownerDocument==p&&y(p,t)?1:u?P(u,e)-P(u,t):0:4&n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&&E&&!N[t+" "]&&(!s||!s.test(t))&&(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&&11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0<se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&&T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&&T(e);var n=b.attrHandle[t.toLowerCase()],r=n&&D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&&r.specified?r.value:null},se.escape=function(e){return(e+"").replace(re,ie)},se.error=function(e){throw new Error("Syntax error, unrecognized expression: "+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&&e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&&(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n="",r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if("string"==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||"").replace(te,ne),"~="===e[2]&&(e[3]=" "+e[3]+" "),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),"nth"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*("even"===e[3]||"odd"===e[3])),e[5]=+(e[7]+e[8]||"odd"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||"":n&&X.test(n)&&(t=h(n,!0))&&(t=n.indexOf(")",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return"*"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+" "];return t||(t=new RegExp("(^|"+M+")"+e+"("+M+"|$)"))&&m(e,function(e){return t.test("string"==typeof e.className&&e.className||"undefined"!=typeof e.getAttribute&&e.getAttribute("class")||"")})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?"!="===r:!r||(t+="","="===r?t===i:"!="===r?t!==i:"^="===r?i&&0===t.indexOf(i):"*="===r?i&&-1<t.indexOf(i):"$="===r?i&&t.slice(-i.length)===i:"~="===r?-1<(" "+t.replace(B," ")+" ").indexOf(i):"|="===r&&(t===i||t.slice(0,i.length+1)===i+"-"))}},CHILD:function(h,e,t,g,v){var y="nth"!==h.slice(0,3),m="last"!==h.slice(-4),x="of-type"===e;return 1===g&&0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?"nextSibling":"previousSibling",c=e.parentNode,f=x&&e.nodeName.toLowerCase(),p=!n&&!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l="only"===h&&!u&&"nextSibling"}return!0}if(u=[m?c.firstChild:c.lastChild],m&&p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1])&&r[2],a=s&&c.childNodes[s];while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if(1===a.nodeType&&++d&&a===e){i[h]=[k,s,d];break}}else if(p&&(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1]),!1===d)while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&&++d&&(p&&((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&&0<=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error("unsupported pseudo: "+e);return a[S]?a(o):1<a.length?(t=[e,e,"",o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,"$1"));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&&(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0<se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1<(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||"")||se.error("unsupported lang: "+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute("xml:lang")||e.getAttribute("lang"))return(t=t.toLowerCase())===n||0===t.indexOf(n+"-")}while((e=e.parentNode)&&1===e.nodeType);return!1}}),target:function(e){var t=n.location&&n.location.hash;return t&&t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&&(!C.hasFocus||C.hasFocus())&&!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&!!e.checked||"option"===t&&!!e.selected},selected:function(e){return e.parentNode&&e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType<6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&"button"===e.type||"button"===t},text:function(e){var t;return"input"===e.nodeName.toLowerCase()&&"text"===e.type&&(null==(t=e.getAttribute("type"))||"text"===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n<0?n+t:n]}),even:ve(function(e,t){for(var n=0;n<t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n<t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n<0?n+t:t<n?t:n;0<=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n<0?n+t:n;++r<t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r="";t<n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&&"parentNode"===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&&s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&&l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&&r[0]===k&&r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1<i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s<u;s++)(o=e[s])&&(n&&!n(o,r,i)||(a.push(o),l&&t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&&!v[S]&&(v=Ce(v)),y&&!y[S]&&(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r<i;r++)se(e,t[r],n);return n}(h||"*",n.nodeType?[n]:n,[]),f=!d||!e&&h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&&g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&&(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&&i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&&-1<(i=y?P(e,a):s[o])&&(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[" "],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1<P(i,e)},a,!0),c=[function(e,t,n){var r=!o&&(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s<r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n<r;n++)if(b.relative[e[n].type])break;return Ce(1<s&&we(c),1<s&&xe(e.slice(0,s-1).concat({value:" "===e[s-2].type?"*":""})).replace($,"$1"),t,s<n&&Ee(e.slice(s,n)),n<r&&Ee(e=e.slice(n)),n<r&&xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+" "];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&&!(r=_.exec(a))||(r&&(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&&(n=r.shift(),i.push({value:n,type:r[0].replace($," ")}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&&!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+" "];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0<(y=i).length,x=0<v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l="0",c=e&&[],f=[],p=w,d=e||x&&b.find.TAG("*",i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&&(w=t==C||t||i);l!==g&&null!=(o=d[l]);l++){if(x&&o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&&(k=h)}m&&((o=!s&&o)&&u--,e&&c.push(o))}if(u+=l,m&&l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0<u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&&!e&&0<f.length&&1<u+y.length&&se.uniqueSort(r)}return i&&(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l="function"==typeof e&&e,c=!r&&h(e=l.selector||e);if(n=n||[],1===c.length){if(2<(o=c[0]=c[0].slice(0)).length&&"ID"===(a=o[0]).type&&9===t.nodeType&&E&&b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&&(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&&(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&&ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&&xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&&ye(t.parentNode)||t),n},d.sortStable=S.split("").sort(j).join("")===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&e.compareDocumentPosition(C.createElement("fieldset"))}),ce(function(e){return e.innerHTML="<a href='#'></a>","#"===e.firstChild.getAttribute("href")})||fe("type|href|height|width",function(e,t,n){if(!n)return e.getAttribute(t,"type"===t.toLowerCase()?1:2)}),d.attributes&&ce(function(e){return e.innerHTML="<input/>",e.firstChild.setAttribute("value",""),""===e.firstChild.getAttribute("value")})||fe("value",function(e,t,n){if(!n&&"input"===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute("disabled")})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&&r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[":"]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&&9!==e.nodeType)if(1===e.nodeType){if(i&&S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&&e!==t&&n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&&e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):"string"!=typeof n?S.grep(e,function(e){return-1<i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&&(e=":not("+e+")"),1===t.length&&1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if("string"!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t<r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t<r;t++)S.find(e,i[t],n);return 1<r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,"string"==typeof e&&k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,"string"==typeof e){if(!(r="<"===e[0]&&">"===e[e.length-1]&&3<=e.length?[null,e,null]:q.exec(e))||!r[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&&t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&&S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&&(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&&1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e<n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a="string"!=typeof e&&S(e);if(!k.test(e))for(;r<i;r++)for(n=this[r];n&&n!==t;n=n.parentNode)if(n.nodeType<11&&(a?-1<a.index(n):1===n.nodeType&&S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1<o.length?S.uniqueSort(o):o)},index:function(e){return e?"string"==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&&11!==t.nodeType?t:null},parents:function(e){return h(e,"parentNode")},parentsUntil:function(e,t,n){return h(e,"parentNode",n)},next:function(e){return O(e,"nextSibling")},prev:function(e){return O(e,"previousSibling")},nextAll:function(e){return h(e,"nextSibling")},prevAll:function(e){return h(e,"previousSibling")},nextUntil:function(e,t,n){return h(e,"nextSibling",n)},prevUntil:function(e,t,n){return h(e,"previousSibling",n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&&r(e.contentDocument)?e.contentDocument:(A(e,"template")&&(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return"Until"!==r.slice(-5)&&(t=e),t&&"string"==typeof t&&(n=S.filter(t,n)),1<this.length&&(H[r]||S.uniqueSort(n),L.test(r)&&n.reverse()),this.pushStack(n)}});var P=/[^\x20\t\r\n\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&&m(i=e.promise)?i.call(e).done(t).fail(n):e&&m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r="string"==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l<s.length)!1===s[l].apply(t[0],t[1])&&r.stopOnFalse&&(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&&(s=t?[]:"")},f={add:function(){return s&&(t&&!i&&(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&&f.has(t)||s.push(t):t&&t.length&&"string"!==w(t)&&n(t)})}(arguments),t&&!i&&c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1<(n=S.inArray(t,s,n)))s.splice(n,1),n<=l&&l--}),this},has:function(e){return e?-1<S.inArray(e,s):0<s.length},empty:function(){return s&&(s=[]),this},disable:function(){return a=u=[],s=t="",this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=""),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[["notify","progress",S.Callbacks("memory"),S.Callbacks("memory"),2],["resolve","done",S.Callbacks("once memory"),S.Callbacks("once memory"),0,"resolved"],["reject","fail",S.Callbacks("once memory"),S.Callbacks("once memory"),1,"rejected"]],i="pending",a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},"catch":function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&&i[t[4]];s[t[1]](function(){var e=n&&n.apply(this,arguments);e&&m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+"With"](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i<u)){if((e=a.apply(n,r))===o.promise())throw new TypeError("Thenable self-resolution");t=e&&("object"==typeof e||"function"==typeof e)&&e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&&(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&&S.Deferred.exceptionHook(e,t.stackTrace),u<=i+1&&(a!==M&&(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&&(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&&n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+"With"](this===s?void 0:this,arguments),this},s[t[0]+"With"]=n.fireWith}),a.promise(s),e&&e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1<arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n<=1&&(I(e,o.done(a(t)).resolve,o.reject,!n),"pending"===o.state()||m(i[t]&&i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&&C.console.warn&&e&&W.test(e.name)&&C.console.warn("jQuery.Deferred exception: "+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener("DOMContentLoaded",B),C.removeEventListener("load",B),S.ready()}S.fn.ready=function(e){return F.then(e)["catch"](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&&0<--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,"complete"===E.readyState||"loading"!==E.readyState&&!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener("DOMContentLoaded",B),C.addEventListener("load",B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if("object"===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&&(i=!0,m(r)||(a=!0),l&&(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s<u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,"ms-").replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&&(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if("string"==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&&e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&&"string"==typeof t&&void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&&(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&&!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&&1===e.nodeType)if(r="data-"+t.replace(K,"-$&").toLowerCase(),"string"==typeof(n=e.getAttribute(r))){try{n="true"===(i=n)||"false"!==i&&("null"===i?null:i===+i+""?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&&o.attributes;if(void 0===n){if(this.length&&(i=Q.get(o),1===o.nodeType&&!Y.get(o,"hasDataAttrs"))){t=a.length;while(t--)a[t]&&0===(r=a[t].name).indexOf("data-")&&(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,"hasDataAttrs",!0)}return i}return"object"==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&&void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1<arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||"fx")+"queue",r=Y.get(e,t),n&&(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||"fx";var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);"inprogress"===i&&(i=n.shift(),r--),i&&("fx"===t&&n.unshift("inprogress"),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&&o&&o.empty.fire()},_queueHooks:function(e,t){var n=t+"queueHooks";return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks("once memory").add(function(){Y.remove(e,[t+"queue",n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return"string"!=typeof t&&(n=t,t="fx",e--),arguments.length<e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),"fx"===t&&"inprogress"!==e[0]&&S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||"fx",[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};"string"!=typeof e&&(t=e,e=void 0),e=e||"fx";while(a--)(n=Y.get(o[a],e+"queueHooks"))&&n.empty&&(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,te=new RegExp("^(?:([+-])=|)("+ee+")([a-z%]*)$","i"),ne=["Top","Right","Bottom","Left"],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&&(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return"none"===(e=t||e).style.display||""===e.style.display&&ie(e)&&"none"===S.css(e,"display")};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,"")},u=s(),l=n&&n[3]||(S.cssNumber[t]?"":"px"),c=e.nodeType&&(S.cssNumber[t]||"px"!==l&&+u)&&te.exec(S.css(e,t));if(c&&c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))<=0&&(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&&(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&&(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c<f;c++)(r=e[c]).style&&(n=r.style.display,t?("none"===n&&(l[c]=Y.get(r,"display")||null,l[c]||(r.style.display="")),""===r.style.display&&ae(r)&&(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,"display"),o.parentNode.removeChild(o),"none"===u&&(u="block"),ue[s]=u)))):"none"!==n&&(l[c]="none",Y.set(r,"display",n)));for(c=0;c<f;c++)null!=l[c]&&(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return"boolean"==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/<([a-z][^\/\0>\x20\t\r\n\f]*)/i,he=/^$|^module$|\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement("div")),(fe=E.createElement("input")).setAttribute("type","radio"),fe.setAttribute("checked","checked"),fe.setAttribute("name","t"),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML="<textarea>x</textarea>",y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML="<option></option>",y.option=!!ce.lastChild;var ge={thead:[1,"<table>","</table>"],col:[2,"<table><colgroup>","</colgroup></table>"],tr:[2,"<table><tbody>","</tbody></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:[0,"",""]};function ve(e,t){var n;return n="undefined"!=typeof e.getElementsByTagName?e.getElementsByTagName(t||"*"):"undefined"!=typeof e.querySelectorAll?e.querySelectorAll(t||"*"):[],void 0===t||t&&A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n<r;n++)Y.set(e[n],"globalEval",!t||Y.get(t[n],"globalEval"))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,"<select multiple='multiple'>","</select>"]);var me=/<|&#?\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d<h;d++)if((o=e[d])||0===o)if("object"===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement("div")),s=(de.exec(o)||["",""])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=""}else p.push(t.createTextNode(o));f.textContent="",d=0;while(o=p[d++])if(r&&-1<S.inArray(o,r))i&&i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),"script"),l&&ye(a),n){c=0;while(o=a[c++])he.test(o.type||"")&&n.push(o)}return f}var be=/^([^.]*)(?:\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==("focus"===t)}function Ee(e,t,n,r,i,o){var a,s;if("object"==typeof t){for(s in"string"!=typeof n&&(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&("string"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&e.isTrigger&&this[i]){if(r.length)(S.event.special[i]||{}).delegateType&&e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&&n.value}else r.length&&(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&&S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&&(n=(o=n).handler,i=o.selector),i&&S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return"undefined"!=typeof S&&S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||"").match(P)||[""]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||"").split(".").sort(),d&&(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&S.expr.match.needsContext.test(i),namespace:h.join(".")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(t,r,h,a)||t.addEventListener&&t.addEventListener(d,a)),f.add&&(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&&Y.get(e);if(v&&(u=v.events)){l=(t=(t||"").match(P)||[""]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||"").split(".").sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"),a=o=p.length;while(o--)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&("**"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&&Y.remove(e,"handle events")}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,"events")||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t<arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&&!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&&!u.isImmediatePropagationStopped())u.rnamespace&&!1!==o.namespace&&!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&&!1===(u.result=r)&&(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&&c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&&l.nodeType&&!("click"===e.type&&1<=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&&("click"!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n<u;n++)void 0===a[i=(r=t[n]).selector+" "]&&(a[i]=r.needsContext?-1<S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&&o.push(r);o.length&&s.push({elem:l,handlers:o})}return l=this,u<t.length&&s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click",we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click"),!0},_default:function(e){var t=e.target;return pe.test(t.type)&&t.click&&A(t,"input")&&Y.get(t,"click")||A(t,"a")}},beforeunload:{postDispatch:function(e){void 0!==e.result&&e.originalEvent&&(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&&e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&&e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&&!1===e.returnValue?we:Te,this.target=e.target&&3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&&S.extend(this,t),this.timeStamp=e&&e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&&!this.isSimulated&&e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&&!this.isSimulated&&e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&&!this.isSimulated&&e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,"char":!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:"focusin",blur:"focusout"},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&&(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&&e.preventDefault&&e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+"."+r.namespace:r.origType,r.selector,r.handler),this;if("object"==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&&"function"!=typeof t||(n=t,t=void 0),!1===n&&(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/<script|<style|<link/i,Ae=/checked\s*(?:[^=]|=\s*.checked.)/i,Ne=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;function je(e,t){return A(e,"table")&&A(11!==t.nodeType?t:t.firstChild,"tr")&&S(e).children("tbody")[0]||e}function De(e){return e.type=(null!==e.getAttribute("type"))+"/"+e.type,e}function qe(e){return"true/"===(e.type||"").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute("type"),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&&(s=Y.get(e).events))for(i in Y.remove(t,"handle events"),s)for(n=0,r=s[i].length;n<r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&&(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1<f&&"string"==typeof d&&!y.checkClone&&Ae.test(d))return n.each(function(e){var t=n.eq(e);h&&(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&&(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&&(e=t),t||o)){for(s=(a=S.map(ve(e,"script"),De)).length;c<f;c++)u=e,c!==p&&(u=S.clone(u,!0,!0),s&&S.merge(a,ve(u,"script"))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c<s;c++)u=a[c],he.test(u.type||"")&&!Y.access(u,"globalEval")&&S.contains(l,u)&&(u.src&&"module"!==(u.type||"").toLowerCase()?S._evalUrl&&!u.noModule&&S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute("nonce")},l):b(u.textContent.replace(Ne,""),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&&(n&&ie(r)&&ye(ve(r,"script")),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r<i;r++)s=o[r],u=a[r],void 0,"input"===(l=u.nodeName.toLowerCase())&&pe.test(s.type)?u.checked=s.checked:"input"!==l&&"textarea"!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r<i;r++)Le(o[r],a[r]);else Le(e,c);return 0<(a=ve(c,"script")).length&&ye(a,!f&&ve(e,"script")),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&&(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&&(S.cleanData(ve(e,!1)),e.textContent="");return this},clone:function(e,t){return e=null!=e&&e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&&1===t.nodeType)return t.innerHTML;if("string"==typeof e&&!ke.test(e)&&!ge[(de.exec(e)||["",""])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n<r;n++)1===(t=this[n]||{}).nodeType&&(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&&this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)<0&&(S.cleanData(ve(this)),t&&t.replaceChild(e,this))},n)}}),S.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o<=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp("^("+ee+")(?!px)[a-z%]+$","i"),Re=function(e){var t=e.ownerDocument.defaultView;return t&&t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join("|"),"i");function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&&(""!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&&Pe.test(a)&&Ie.test(t)&&(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+"":a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText="position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0",l.style.cssText="position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%",re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n="1%"!==e.top,s=12===t(e.marginLeft),l.style.right="60%",o=36===t(e.right),r=36===t(e.width),l.style.position="absolute",i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement("div"),l=E.createElement("div");l.style&&(l.style.backgroundClip="content-box",l.cloneNode(!0).style.backgroundClip="",y.clearCloneStyle="content-box"===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&&(e=E.createElement("table"),t=E.createElement("tr"),n=E.createElement("div"),e.style.cssText="position:absolute;left:-11111px;border-collapse:separate",t.style.cssText="border:1px solid",t.style.height="1px",n.style.height="9px",n.style.display="block",re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=["Webkit","Moz","ms"],$e=E.createElement("div").style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:"absolute",visibility:"hidden",display:"block"},Ge={letterSpacing:"0",fontWeight:"400"};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||"px"):t}function Qe(e,t,n,r,i,o){var a="width"===t?1:0,s=0,u=0;if(n===(r?"border":"content"))return 0;for(;a<4;a+=2)"margin"===n&&(u+=S.css(e,n+ne[a],!0,i)),r?("content"===n&&(u-=S.css(e,"padding"+ne[a],!0,i)),"margin"!==n&&(u-=S.css(e,"border"+ne[a]+"Width",!0,i))):(u+=S.css(e,"padding"+ne[a],!0,i),"padding"!==n?u+=S.css(e,"border"+ne[a]+"Width",!0,i):s+=S.css(e,"border"+ne[a]+"Width",!0,i));return!r&&0<=o&&(u+=Math.max(0,Math.ceil(e["offset"+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&&"border-box"===S.css(e,"boxSizing",!1,r),o=i,a=We(e,t,r),s="offset"+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a="auto"}return(!y.boxSizingReliable()&&i||!y.reliableTrDimensions()&&A(e,"tr")||"auto"===a||!parseFloat(a)&&"inline"===S.css(e,"display",!1,r))&&e.getClientRects().length&&(i="border-box"===S.css(e,"boxSizing",!1,r),(o=s in e)&&(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?"border":"content"),o,r,a)+"px"}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,"opacity");return""===n?"1":n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&&3!==e.nodeType&&8!==e.nodeType&&e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&&"get"in a&&void 0!==(i=a.get(e,!1,r))?i:l[t];"string"===(o=typeof n)&&(i=te.exec(n))&&i[1]&&(n=se(e,t,i),o="number"),null!=n&&n==n&&("number"!==o||u||(n+=i&&i[3]||(S.cssNumber[s]?"":"px")),y.clearCloneStyle||""!==n||0!==t.indexOf("background")||(l[t]="inherit"),a&&"set"in a&&void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&&"get"in a&&(i=a.get(e,!0,n)),void 0===i&&(i=We(e,t,r)),"normal"===i&&t in Ge&&(i=Ge[t]),""===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each(["height","width"],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,"display"))||e.getClientRects().length&&e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&&"absolute"===i.position,a=(o||n)&&"border-box"===S.css(e,"boxSizing",!1,i),s=n?Qe(e,u,n,a,i):0;return a&&o&&(s-=Math.ceil(e["offset"+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,"border",!1,i)-.5)),s&&(r=te.exec(t))&&"px"!==(r[3]||"px")&&(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,"marginLeft"))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+"px"}),S.each({margin:"",padding:"",border:"Width"},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r="string"==typeof e?e.split(" "):[e];t<4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},"margin"!==i&&(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a<i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1<arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?"":"px")},cur:function(){var e=Ke.propHooks[this.prop];return e&&e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),n&&n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&&null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,""))&&"auto"!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&&null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&&e.elem.parentNode&&(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:"swing"},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&&(!1===E.hidden&&C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r<4;r+=2-t)i["margin"+(n=ne[r])]=i["padding"+n]=e;return t&&(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners["*"]),o=0,a=i.length;o<a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r<i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n<1&&i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t<n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&&(i=o[1],o=e[n]=o[0]),n!==r&&(e[r]=o,delete e[n]),(a=S.cssHooks[r])&&"expand"in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r<i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&&(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&&l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{"*":[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=["*"]):e=e.match(P);for(var n,r=0,i=e.length;r<i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f="width"in t||"height"in t,p=this,d={},h=e.style,g=e.nodeType&&ae(e),v=Y.get(e,"fxshow");for(r in n.queue||(null==(a=S._queueHooks(e,"fx")).unqueued&&(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,"fx").length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||"toggle"===i,i===(g?"hide":"show")){if("show"!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&&v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&&1===e.nodeType&&(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&&v.display)&&(l=Y.get(e,"display")),"none"===(c=S.css(e,"display"))&&(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,"display"),le([e]))),("inline"===c||"inline-block"===c&&null!=l)&&"none"===S.css(e,"float")&&(u||(p.done(function(){h.display=l}),null==l&&(c=h.display,l="none"===c?"":c)),h.display="inline-block")),n.overflow&&(h.overflow="hidden",p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?"hidden"in v&&(g=v.hidden):v=Y.access(e,"fxshow",{display:l}),o&&(v.hidden=!g),g&&le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,"fxshow"),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&&(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&&"object"==typeof e?S.extend({},e):{complete:n||!n&&t||m(e)&&e,duration:e,easing:n&&t||t&&!m(t)&&t};return S.fx.off?r.duration=0:"number"!=typeof r.duration&&(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&&!0!==r.queue||(r.queue="fx"),r.old=r.complete,r.complete=function(){m(r.old)&&r.old.call(this),r.queue&&S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css("opacity",0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,"finish"))&&e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return"string"!=typeof i&&(o=e,e=i,i=void 0),e&&this.queue(i||"fx",[]),this.each(function(){var e=!0,t=null!=i&&i+"queueHooks",n=S.timers,r=Y.get(this);if(t)r[t]&&r[t].stop&&a(r[t]);else for(t in r)r[t]&&r[t].stop&&it.test(t)&&a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&&n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&&o||S.dequeue(this,i)})},finish:function(a){return!1!==a&&(a=a||"fx"),this.each(function(){var e,t=Y.get(this),n=t[a+"queue"],r=t[a+"queueHooks"],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&&r.stop&&r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&&i[e].queue===a&&(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e<o;e++)n[e]&&n[e].finish&&n[e].finish.call(this);delete t.finish})}}),S.each(["toggle","show","hide"],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||"boolean"==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st("show"),slideUp:st("hide"),slideToggle:st("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t<n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&&S.fx.speeds[r]||r,e=e||"fx",this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement("input"),nt=E.createElement("select").appendChild(E.createElement("option")),tt.type="checkbox",y.checkOn=""!==tt.value,y.optSelected=nt.selected,(tt=E.createElement("input")).value="t",tt.type="radio",y.radioValue="t"===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var n=e.value;return e.setAttribute("type",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(" ")}function gt(e){return e.getAttribute&&e.getAttribute("class")||""}function vt(e){return Array.isArray(e)?e:"string"==typeof e&&e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1<arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 1===o&&S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&&"get"in i&&null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,"tabindex");return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&&e.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&&t.parentNode&&t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&&(t.selectedIndex,t.parentNode&&t.parentNode.selectedIndex)}}),S.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])r.indexOf(" "+o+" ")<0&&(r+=o+" ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr("class","");if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])while(-1<r.indexOf(" "+o+" "))r=r.replace(" "+o+" "," ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},toggleClass:function(i,t){var o=typeof i,a="string"===o||Array.isArray(i);return"boolean"==typeof t&&a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&&"boolean"!==o||((e=gt(this))&&Y.set(this,"__className__",e),this.setAttribute&&this.setAttribute("class",e||!1===i?"":Y.get(this,"__className__")||""))})},hasClass:function(e){var t,n,r=0;t=" "+e+" ";while(n=this[r++])if(1===n.nodeType&&-1<(" "+ht(gt(n))+" ").indexOf(t))return!0;return!1}});var yt=/\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&&(null==(t=i?n.call(this,e,S(this).val()):n)?t="":"number"==typeof t?t+="":Array.isArray(t)&&(t=S.map(t,function(e){return null==e?"":e+""})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&&"set"in r&&void 0!==r.set(this,t,"value")||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&&"get"in r&&void 0!==(e=r.get(t,"value"))?e:"string"==typeof(e=t.value)?e.replace(yt,""):null==e?"":e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,"value");return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a="select-one"===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o<0?u:a?o:0;r<u;r++)if(((n=i[r]).selected||r===o)&&!n.disabled&&(!n.parentNode.disabled||!A(n.parentNode,"optgroup"))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1<S.inArray(S.valHooks.option.get(r),o))&&(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each(["radio","checkbox"],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1<S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute("value")?"on":e.value})}),y.focusin="onfocusin"in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,"type")?e.type:e,h=v.call(e,"namespace")?e.namespace.split("."):[];if(o=f=a=n=n||E,3!==n.nodeType&&8!==n.nodeType&&!mt.test(d+S.event.triggered)&&(-1<d.indexOf(".")&&(d=(h=d.split(".")).shift(),h.sort()),u=d.indexOf(":")<0&&"on"+d,(e=e[S.expando]?e:new S.Event(d,"object"==typeof e&&e)).isTrigger=r?2:3,e.namespace=h.join("."),e.rnamespace=e.namespace?new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&&!c.noBubble&&!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&&p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&&!e.isPropagationStopped())f=o,e.type=1<i?s:c.bindType||d,(l=(Y.get(o,"events")||Object.create(null))[e.type]&&Y.get(o,"handle"))&&l.apply(o,t),(l=u&&o[u])&&l.apply&&V(o)&&(e.result=l.apply(o,t),!1===e.result&&e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&&!1!==c._default.apply(p.pop(),t)||!V(n)||u&&m(n[d])&&!x(n)&&((a=n[u])&&(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&&f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&&f.removeEventListener(d,xt),S.event.triggered=void 0,a&&(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:"focusin",blur:"focusout"},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\?/;S.parseXML=function(e){var t,n;if(!e||"string"!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,"text/xml")}catch(e){}return n=t&&t.getElementsByTagName("parsererror")[0],t&&!n||S.error("Invalid XML: "+(n?S.map(n.childNodes,function(e){return e.textContent}).join("\n"):e)),t};var Ct=/\[\]$/,Et=/\r?\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+"["+("object"==typeof t&&null!=t?e:"")+"]",t,r,i)});else if(r||"object"!==w(e))i(n,e);else for(t in e)At(n+"["+t+"]",e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+"="+encodeURIComponent(null==n?"":n)};if(null==e)return"";if(Array.isArray(e)||e.jquery&&!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join("&")},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,"elements");return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&&!S(this).is(":disabled")&&kt.test(this.nodeName)&&!St.test(e)&&(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,"\r\n")}}):{name:t.name,value:n.replace(Et,"\r\n")}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&])_=[^&]*/,qt=/^(.*?):[ \t]*([^\r\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\/\//,Ot={},Pt={},Rt="*/".concat("*"),Mt=E.createElement("a");function It(o){return function(e,t){"string"!=typeof e&&(t=e,e="*");var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])"+"===n[0]?(n=n.slice(1)||"*",(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return"string"!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s["*"]&&l("*")}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:"GET",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Rt,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":JSON.parse,"text xml":S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){"object"==typeof e&&(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&&(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks("once memory"),w=v.statusCode||{},a={},s={},u="canceled",T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+" "]=(n[t[1].toLowerCase()+" "]||[]).concat(t[2])}t=n[e.toLowerCase()+" "]}return null==t?null:t.join(", ")},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&&(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&&(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&&c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+"").replace(Ht,bt.protocol+"//"),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||"*").toLowerCase().match(P)||[""],null==v.crossDomain){r=E.createElement("a");try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+"//"+Mt.host!=r.protocol+"//"+r.host}catch(e){v.crossDomain=!0}}if(v.data&&v.processData&&"string"!=typeof v.data&&(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&&v.global)&&0==S.active++&&S.event.trigger("ajaxStart"),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,""),v.hasContent?v.data&&v.processData&&0===(v.contentType||"").indexOf("application/x-www-form-urlencoded")&&(v.data=v.data.replace(Nt,"+")):(o=v.url.slice(f.length),v.data&&(v.processData||"string"==typeof v.data)&&(f+=(Tt.test(f)?"&":"?")+v.data,delete v.data),!1===v.cache&&(f=f.replace(Dt,"$1"),o=(Tt.test(f)?"&":"?")+"_="+wt.guid+++o),v.url=f+o),v.ifModified&&(S.lastModified[f]&&T.setRequestHeader("If-Modified-Since",S.lastModified[f]),S.etag[f]&&T.setRequestHeader("If-None-Match",S.etag[f])),(v.data&&v.hasContent&&!1!==v.contentType||t.contentType)&&T.setRequestHeader("Content-Type",v.contentType),T.setRequestHeader("Accept",v.dataTypes[0]&&v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+("*"!==v.dataTypes[0]?", "+Rt+"; q=0.01":""):v.accepts["*"]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&&(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u="abort",b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&&m.trigger("ajaxSend",[T,v]),h)return T;v.async&&0<v.timeout&&(d=C.setTimeout(function(){T.abort("timeout")},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,"No Transport");function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&&C.clearTimeout(d),c=void 0,p=r||"",T.readyState=0<e?4:0,i=200<=e&&e<300||304===e,n&&(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while("*"===u[0])u.shift(),void 0===r&&(r=e.mimeType||t.getResponseHeader("Content-Type"));if(r)for(i in s)if(s[i]&&s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+" "+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&&u.unshift(o),n[o]}(v,T,n)),!i&&-1<S.inArray("script",v.dataTypes)&&S.inArray("json",v.dataTypes)<0&&(v.converters["text script"]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&&(n[e.responseFields[o]]=t),!u&&r&&e.dataFilter&&(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if("*"===o)o=u;else if("*"!==u&&u!==o){if(!(a=l[u+" "+o]||l["* "+o]))for(i in l)if((s=i.split(" "))[1]===o&&(a=l[u+" "+s[0]]||l["* "+s[0]])){!0===a?a=l[i]:!0!==l[i]&&(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&&e["throws"])t=a(t);else try{t=a(t)}catch(e){return{state:"parsererror",error:a?e:"No conversion from "+u+" to "+o}}}return{state:"success",data:t}}(v,s,T,i),i?(v.ifModified&&((u=T.getResponseHeader("Last-Modified"))&&(S.lastModified[f]=u),(u=T.getResponseHeader("etag"))&&(S.etag[f]=u)),204===e||"HEAD"===v.type?l="nocontent":304===e?l="notmodified":(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&&l||(l="error",e<0&&(e=0))),T.status=e,T.statusText=(t||l)+"",i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&&m.trigger(i?"ajaxSuccess":"ajaxError",[T,v,i?o:a]),b.fireWith(y,[T,l]),g&&(m.trigger("ajaxComplete",[T,v]),--S.active||S.event.trigger("ajaxStop")))}return T},getJSON:function(e,t,n){return S.get(e,t,n,"json")},getScript:function(e,t){return S.get(e,void 0,t,"script")}}),S.each(["get","post"],function(e,i){S[i]=function(e,t,n,r){return m(t)&&(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&&e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)"content-type"===t.toLowerCase()&&(e.contentType=e.headers[t]||"")}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,converters:{"text script":function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&&(m(e)&&(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&&t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not("body").each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&&"withCredentials"in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&&!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&&r.overrideMimeType&&r.overrideMimeType(i.mimeType),i.crossDomain||e["X-Requested-With"]||(e["X-Requested-With"]="XMLHttpRequest"),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&&(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,"abort"===e?r.abort():"error"===e?"number"!=typeof r.status?t(0,"error"):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,"text"!==(r.responseType||"text")||"string"!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o("error"),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&&C.setTimeout(function(){o&&a()})},o=o("abort");try{r.send(i.hasContent&&i.data||null)}catch(e){if(o)throw e}},abort:function(){o&&o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&&(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\b(?:java|ecma)script\b/},converters:{"text script":function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter("script",function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type="GET")}),S.ajaxTransport("script",function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S("<script>").attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on("load error",i=function(e){r.remove(),i=null,e&&t("error"===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&&i()}}});var _t,zt=[],Ut=/(=)\?(?=&|$)|\?\?/;S.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var e=zt.pop()||S.expando+"_"+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter("json jsonp",function(e,t,n){var r,i,o,a=!1!==e.jsonp&&(Ut.test(e.url)?"url":"string"==typeof e.data&&0===(e.contentType||"").indexOf("application/x-www-form-urlencoded")&&Ut.test(e.data)&&"data");if(a||"jsonp"===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,"$1"+r):!1!==e.jsonp&&(e.url+=(Tt.test(e.url)?"&":"?")+e.jsonp+"="+r),e.converters["script json"]=function(){return o||S.error(r+" was not called"),o[0]},e.dataTypes[0]="json",i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&&(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&&m(i)&&i(o[0]),o=i=void 0}),"script"}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument("").body).innerHTML="<form></form><form></form>",2===_t.childNodes.length),S.parseHTML=function(e,t,n){return"string"!=typeof e?[]:("boolean"==typeof t&&(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument("")).createElement("base")).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&&[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&&o.length&&S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(" ");return-1<s&&(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&&"object"==typeof t&&(i="POST"),0<a.length&&S.ajax({url:e,type:i||"GET",dataType:"html",data:t}).done(function(e){o=arguments,a.html(r?S("<div>").append(S.parseHTML(e)).find(r):e)}).always(n&&function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,"position"),c=S(e),f={};"static"===l&&(e.style.position="relative"),s=c.offset(),o=S.css(e,"top"),u=S.css(e,"left"),("absolute"===l||"fixed"===l)&&-1<(o+u).indexOf("auto")?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&&(t=t.call(e,n,S.extend({},s))),null!=t.top&&(f.top=t.top-s.top+a),null!=t.left&&(f.left=t.left-s.left+i),"using"in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if("fixed"===S.css(r,"position"))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&&(e===n.body||e===n.documentElement)&&"static"===S.css(e,"position"))e=e.parentNode;e&&e!==r&&1===e.nodeType&&((i=S(e).offset()).top+=S.css(e,"borderTopWidth",!0),i.left+=S.css(e,"borderLeftWidth",!0))}return{top:t.top-i.top-S.css(r,"marginTop",!0),left:t.left-i.left-S.css(r,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&&"static"===S.css(e,"position"))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(t,i){var o="pageYOffset"===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&&(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each(["top","left"],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+"px":t})}),S.each({Height:"height",Width:"width"},function(a,s){S.each({padding:"inner"+a,content:s,"":"outer"+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&&(r||"boolean"!=typeof e),i=r||(!0===e||!0===t?"margin":"border");return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf("outer")?e["inner"+a]:e.document.documentElement["client"+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body["scroll"+a],r["scroll"+a],e.body["offset"+a],r["offset"+a],r["client"+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,"**"):this.off(t,e||"**",n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each("blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu".split(" "),function(e,n){S.fn[n]=function(e,t){return 0<arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if("string"==typeof t&&(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return("number"===t||"string"===t)&&!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?"":(e+"").replace(Xt,"")},"function"==typeof define&&define.amd&&define("jquery",[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&&(C.$=Gt),e&&C.jQuery===S&&(C.jQuery=Vt),S},"undefined"==typeof e&&(C.jQuery=C.$=S),S});
</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:font/woff;base64,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) format('woff'),url(data:font/ttf;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.$1,"").split("/")[0]===a.location.host)&&("//"===e.substring(0,2)&&(e=a.location.protocol+e),d.push({href:e,media:f})))}w()};x(),c.update=x,c.getEmValue=t,a.addEventListener?a.addEventListener("resize",b,!1):a.attachEvent&&a.attachEvent("onresize",b)}}(this);
};
</script>
<style>h1 {font-size: 34px;}
h1.title {font-size: 38px;}
h2 {font-size: 30px;}
h3 {font-size: 24px;}
h4 {font-size: 18px;}
h5 {font-size: 16px;}
h6 {font-size: 12px;}
code {color: inherit; background-color: rgba(0, 0, 0, 0.04);}
pre:not([class]) { background-color: white }</style>
<script>
/**
* jQuery Plugin: Sticky Tabs
*
* @author Aidan Lister <aidan@php.net>
* adapted by Ruben Arslan to activate parent tabs too
* http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
*/
(function($) {
"use strict";
$.fn.rmarkdownStickyTabs = function() {
var context = this;
// Show the tab corresponding with the hash in the URL, or the first tab
var showStuffFromHash = function() {
var hash = window.location.hash;
var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
var $selector = $(selector, context);
if($selector.data('toggle') === "tab") {
$selector.tab('show');
// walk up the ancestors of this element, show any hidden tabs
$selector.parents('.section.tabset').each(function(i, elm) {
var link = $('a[href="#' + $(elm).attr('id') + '"]');
if(link.data('toggle') === "tab") {
link.tab("show");
}
});
}
};
// Set the correct tab when the page loads
showStuffFromHash(context);
// Set the correct tab when a user uses their back/forward button
$(window).on('hashchange', function() {
showStuffFromHash(context);
});
// Change the URL when tabs are clicked
$('a', context).on('click', function(e) {
history.pushState(null, null, this.href);
showStuffFromHash(context);
});
return this;
};
}(jQuery));
window.buildTabsets = function(tocID) {
// build a tabset from a section div with the .tabset class
function buildTabset(tabset) {
// check for fade and pills options
var fade = tabset.hasClass("tabset-fade");
var pills = tabset.hasClass("tabset-pills");
var navClass = pills ? "nav-pills" : "nav-tabs";
// determine the heading level of the tabset and tabs
var match = tabset.attr('class').match(/level(\d) /);
if (match === null)
return;
var tabsetLevel = Number(match[1]);
var tabLevel = tabsetLevel + 1;
// find all subheadings immediately below
var tabs = tabset.find("div.section.level" + tabLevel);
if (!tabs.length)
return;
// create tablist and tab-content elements
var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
$(tabs[0]).before(tabList);
var tabContent = $('<div class="tab-content"></div>');
$(tabs[0]).before(tabContent);
// build the tabset
var activeTab = 0;
tabs.each(function(i) {
// get the tab div
var tab = $(tabs[i]);
// get the id then sanitize it for use with bootstrap tabs
var id = tab.attr('id');
// see if this is marked as the active tab
if (tab.hasClass('active'))
activeTab = i;
// remove any table of contents entries associated with
// this ID (since we'll be removing the heading element)
$("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
// sanitize the id for use with bootstrap tabs
id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
tab.attr('id', id);
// get the heading element within it, grab it's text, then remove it
var heading = tab.find('h' + tabLevel + ':first');
var headingText = heading.html();
heading.remove();
// build and append the tab list item
var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
a.attr('href', '#' + id);
a.attr('aria-controls', id);
var li = $('<li role="presentation"></li>');
li.append(a);
tabList.append(li);
// set it's attributes
tab.attr('role', 'tabpanel');
tab.addClass('tab-pane');
tab.addClass('tabbed-pane');
if (fade)
tab.addClass('fade');
// move it into the tab content div
tab.detach().appendTo(tabContent);
});
// set active tab
$(tabList.children('li')[activeTab]).addClass('active');
var active = $(tabContent.children('div.section')[activeTab]);
active.addClass('active');
if (fade)
active.addClass('in');
if (tabset.hasClass("tabset-sticky"))
tabset.rmarkdownStickyTabs();
}
// convert section divs with the .tabset class to tabsets
var tabsets = $("div.section.tabset");
tabsets.each(function(i) {
buildTabset($(tabsets[i]));
});
};
</script>
<script>
window.initializeCodeFolding = function(show) {
// handlers for show-all and hide all
$("#rmd-show-all-code").click(function() {
$('div.r-code-collapse').each(function() {
$(this).collapse('show');
});
});
$("#rmd-hide-all-code").click(function() {
$('div.r-code-collapse').each(function() {
$(this).collapse('hide');
});
});
// index for unique code element ids
var currentIndex = 1;
// select all R code blocks
var rCodeBlocks = $('pre.r, pre.python, pre.bash, pre.sql, pre.cpp, pre.stan, pre.julia, pre.foldable');
rCodeBlocks.each(function() {
// skip if the block has fold-none class
if ($(this).hasClass('fold-none')) return;
// create a collapsable div to wrap the code in
var div = $('<div class="collapse r-code-collapse"></div>');
var showThis = (show || $(this).hasClass('fold-show')) && !$(this).hasClass('fold-hide');
var id = 'rcode-643E0F36' + currentIndex++;
div.attr('id', id);
$(this).before(div);
$(this).detach().appendTo(div);
// add a show code button right above
var showCodeText = $('<span>' + (showThis ? 'Hide' : 'Show') + '</span>');
var showCodeButton = $('<button type="button" class="btn btn-default btn-xs btn-secondary btn-sm code-folding-btn pull-right float-right"></button>');
showCodeButton.append(showCodeText);
showCodeButton
.attr('data-toggle', 'collapse')
.attr('data-bs-toggle', 'collapse') // BS5
.attr('data-target', '#' + id)
.attr('data-bs-target', '#' + id) // BS5
.attr('aria-expanded', showThis)
.attr('aria-controls', id);
var buttonRow = $('<div class="row"></div>');
var buttonCol = $('<div class="col-md-12"></div>');
buttonCol.append(showCodeButton);
buttonRow.append(buttonCol);
div.before(buttonRow);
// show the div if necessary
if (showThis) div.collapse('show');
// update state of button on show/hide
// * Change text
// * add a class for intermediate states styling
div.on('hide.bs.collapse', function () {
showCodeText.text('Show');
showCodeButton.addClass('btn-collapsing');
});
div.on('hidden.bs.collapse', function () {
showCodeButton.removeClass('btn-collapsing');
});
div.on('show.bs.collapse', function () {
showCodeText.text('Hide');
showCodeButton.addClass('btn-expanding');
});
div.on('shown.bs.collapse', function () {
showCodeButton.removeClass('btn-expanding');
});
});
}
</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-wrap;}
span.smallcaps{font-variant: small-caps;}
span.underline{text-decoration: underline;}
div.column{display: inline-block; vertical-align: top; width: 50%;}
div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
</style>
<style type="text/css">code{white-space: pre;}</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">
.main-container {
max-width: 940px;
margin-left: auto;
margin-right: auto;
}
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;
}
details > summary > p:only-child {
display: inline;
}
pre code {
padding: 0;
}
</style>
<!-- tabsets -->
<style type="text/css">
.tabset-dropdown > .nav-tabs {
display: inline-table;
max-height: 500px;
min-height: 44px;
overflow-y: auto;
border: 1px solid #ddd;
border-radius: 4px;
}
.tabset-dropdown > .nav-tabs > li.active:before, .tabset-dropdown > .nav-tabs.nav-tabs-open:before {
content: "\e259";
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: "\e258";
font-family: 'Glyphicons Halflings';
border: none;
}
.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;
background-color: transparent;
}
.tabset-dropdown > .nav-tabs.nav-tabs-open > li {
display: block;
float: none;
}
.tabset-dropdown > .nav-tabs > li {
display: none;
}
</style>
<!-- code folding -->
<style type="text/css">
.code-folding-btn { margin-bottom: 4px; }
</style>
</head>
<body>
<div class="container-fluid main-container">
<div id="header">
<div class="btn-group pull-right float-right">
<button type="button" class="btn btn-default btn-xs btn-secondary btn-sm dropdown-toggle" data-toggle="dropdown" data-bs-toggle="dropdown" aria-haspopup="true" aria-expanded="false"><span>Code</span> <span class="caret"></span></button>
<ul class="dropdown-menu dropdown-menu-right" style="min-width: 50px;">
<li><a id="rmd-show-all-code" href="#">Show All Code</a></li>
<li><a id="rmd-hide-all-code" href="#">Hide All Code</a></li>
</ul>
</div>
<h1 class="title toc-ignore">HW6</h1>
<h4 class="author">Group 8</h4>
<h4 class="date">2 July 2024</h4>
</div>
<p><br></p>
<p>Group:</p>
<p>Lisa Bensousan - 346462534 - <a href="mailto:lisa.bensoussan@mail.huji.ac.il" class="email">lisa.bensoussan@mail.huji.ac.il</a> <br> Dan Levy -
346453202 - <a href="mailto:dan.levy5@mail.huji.ac.il" class="email">dan.levy5@mail.huji.ac.il</a> <br> Emmanuelle Fareau -
342687233 - <a href="mailto:emmanuel.fareau@mail.huji.ac.il" class="email">emmanuel.fareau@mail.huji.ac.il</a> <br></p>
<p><br></p>
<div id="libraries-used" class="section level3">
<h3>Libraries used</h3>
<p><br></p>
<pre class="r"><code>library(dplyr)
library(ggplot2)
library(splines)
library(data.table)
library(caret)</code></pre>
<p><br></p>
</div>
<div id="paths-and-data" class="section level3">
<h3>Paths and Data</h3>
<pre class="r"><code># reads_data <- "/Users/lisabensoussan/Desktop/lab6/TCGA-13-0723-01A_lib1_all_chr1.forward"
# chr1_reads = fread(reads_data)
# colnames(chr1_reads) = c("Chrom","Loc","FragLen")
# head(chr1_reads)
# load("/Users/lisabensoussan/Desktop/lab6/chr1_str_30M_50M.rda")
load("C:/Users/Emmanuelle Fareau/Downloads/chr1_str_30M_50M.rda")
reads_data <- "/Users/Emmanuelle Fareau/Documents/Cours 2023-2024 (annee 4)/Maabada/TCGA-13-0723-01A_lib1_all_chr1.forward"
chr1_reads = fread(reads_data)
colnames(chr1_reads) = c("Chrom","Loc","FragLen")
head(chr1_reads)</code></pre>
<pre><code>## Chrom Loc FragLen
## <int> <int> <int>
## 1: 1 28 153
## 2: 1 35 184
## 3: 1 35 177
## 4: 1 36 186
## 5: 1 37 0
## 6: 1 37 242</code></pre>
<pre class="r"><code># reads_data <- "/Users/Emmanuelle Fareau/Documents/Cours 2023-2024 (annee 4)/Maabada/TCGA-13-0723-01A_lib1_all_chr1.forward"
# chr1_reads = fread(reads_data)
# colnames(chr1_reads) = c("Chrom","Loc","FragLen")
# head(chr1_reads)
#
#
data <- chr1_reads</code></pre>
</div>
<div id="introduction" class="section level2">
<h2>Introduction</h2>
<p><br></p>
<p>In this work, we would like to delve deeper into the subject of copy
number. For this, we will assume a random variable (Y) which follows a
Poisson distribution of lambda expectation. Using this model and several
mathematical calculations we will try to estimate the number of copies
and check the quality of the estimator.</p>
<p><br></p>
</div>
<div id="part-1" class="section level2">
<h2>Part 1</h2>
<p><br></p>
<p>We have a model of the following form :</p>
<p><span class="math display">\[Y_{i} \sim Poisson
(\lambda_{i})\]</span></p>
<p><span class="math display">\[\lambda_{i} = a_{i} \times f(gc_{i})
\times \eta_{i}\]</span></p>
<p>For this model, we want to estimate the number of copies (<span class="math inline">\(\hat{a}\)</span>).</p>
<p><br></p>
<p>To do this, we will first divide our data into segments of length
1000, then we will calculate the number of GCs per segment.</p>
<p><br></p>
<pre class="r"><code>sequence <- chr1_str_30M_50M
sequence <- strsplit(sequence, "")
sequence <- sequence[[1]]
frag <- as.numeric(chr1_reads$FragLen)
segment_length <- 10000
num_segments <- length(sequence)/10000
segments <- split(sequence, rep(1:num_segments, each = segment_length, length.out = length(sequence)))
calculate_gc_content <- function(seq) {
gc_count <- sum(seq == "G" | seq == "C")
return(gc_count)
}
gc_contents <- sapply(segments, calculate_gc_content)
head(gc_contents)</code></pre>
<pre><code>## 1 2 3 4 5 6
## 4966 3604 4075 5110 4911 4993</code></pre>
<p><br></p>
<p>Then we will calculate the number of fragments per segment :</p>
<p><br></p>
<pre class="r"><code>count_fragment_starts <- function(data, chrom_number, start_range, end_range) {
relevant_data <- data[Chrom == chrom_number & Loc >= start_range & Loc <= end_range,]
start_counts <- integer(end_range - start_range + 1)
names(start_counts) <- as.character(start_range:end_range)
starts <- table(relevant_data$Loc)
start_positions <- as.character(names(starts))
start_counts[start_positions] <- as.integer(starts)
return(start_counts)
}
fragment_counts <- count_fragment_starts(chr1_reads, 1, 0, 20000000)
sum_frag <- numeric(length = length(fragment_counts) / 10000)
for (i in seq(1, length(fragment_counts), by = 10000)) {
group_index <- (i - 1) / 10000
sum_frag[group_index] <- sum(fragment_counts[i:(i+9999)])
}
head(sum_frag)</code></pre>
<pre><code>## [1] 36 22 17 58 42 53</code></pre>
<p><br></p>
<p>For convenience, we will create a data which contains the two vectors
that we want to calculate. That is to say the number of GCs and the
number of fragments for each fragment of the chromosomes.</p>
<p><br></p>
<p>Finally, we will apply a spline regression on our model, with our GC
count as an explanatory variable and our number of fragmentations as a
variable to predict.</p>
<p><br></p>
<pre class="r"><code>data <- data.frame(gc_count = gc_contents, fragment = sum_frag)
knots <- quantile(data$gc_count, probs = c(0.25, 0.5, 0.75))
model <- lm(fragment ~ ns(gc_count, knots = knots), data = data)
print(summary(model))</code></pre>
<pre><code>##
## Call:
## lm(formula = fragment ~ ns(gc_count, knots = knots), data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -716.73 -55.45 60.91 127.34 1750.62
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 766.11 66.87 11.457 <2e-16 ***
## ns(gc_count, knots = knots)1 -93.86 62.15 -1.510 0.1311
## ns(gc_count, knots = knots)2 -108.27 47.76 -2.267 0.0235 *
## ns(gc_count, knots = knots)3 -141.93 146.61 -0.968 0.3331
## ns(gc_count, knots = knots)4 -22.50 50.59 -0.445 0.6566
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 258 on 1994 degrees of freedom
## (1 observation effacée parce que manquante)
## Multiple R-squared: 0.007196, Adjusted R-squared: 0.005204
## F-statistic: 3.613 on 4 and 1994 DF, p-value: 0.006101</code></pre>
<p><br></p>
<p>Thanks to all the steps that we have just carried out, we will now be
able to create a function to estimate the number of copies per cell.</p>
<p><br></p>
<p>This function receives the number of GCs, the number of fragments and
the spline regression calculated previously and calculates the estimated
number of copies thanks to the following mathematical development:</p>
<p><br />
</p>
<p><span class="math display">\[\lambda_{i} = a_{i} \times f(gc_{i})
\times \eta_{i}\]</span></p>
<p><br />
</p>
<p><span class="math display">\[E[Y_{i}] = \lambda_{i}\]</span></p>
<p><br />
</p>
<p><span class="math display">\[E[Y_{i}] =a_{i} \times f(gc_{i}) \times
\eta_{i}\]</span></p>
<p><br />
</p>
<p><span class="math display">\[a_{i} = \frac{E[Y_{i}]}{f(gc_{i})}
\times \frac{1}{\eta_{i}} \simeq \frac{E[Y_{i}]}{f(gc_{i})}\]</span></p>
<p><br />
</p>
<p><span class="math display">\[\hat{a}_{i} =
\frac{Y_{i}}{\hat{f}(gc_{i})}\]</span></p>
<p><br></p>
<pre class="r"><code>estimate_copy_number <- function(Y, GC, f) {
f_gc_hat <- predict(model, newdata = data.frame(gc_count = GC))
a_hat <- Y / f_gc_hat
return(a_hat)
}
Y <- data$fragment
GC <- data$gc_count
estimated_copy_numbers <- estimate_copy_number(Y, GC, model)
head(estimated_copy_numbers)</code></pre>
<pre><code>## 1 2 3 4 5 6
## 0.05512763 0.03011074 0.02437794 0.08867777 0.06425227 0.08117233</code></pre>
<pre class="r"><code>copy_numbers <- list(estimated_copy_numbers)
length(copy_numbers)</code></pre>
<pre><code>## [1] 1</code></pre>
<p><br></p>
<p>Thanks to this function, we obtained a vector with the estimated
number of copies for each chromosome segment. We then transform this
into a list of length 1 using the <code>list</code> function.</p>
<p><br></p>
</div>
<div id="part-2" class="section level2">
<h2>Part 2</h2>
<p><br></p>
<p>Here we choose the first 1000 intervals and use our function to found
the estimate copy number for all intervals.</p>
<p><br></p>
<pre class="r"><code>Y_2 <- data$fragment[1:1000]
GC_2 <- data$gc_count[1:1000]
estimated_copy_numbers_2 <- estimate_copy_number(Y_2, GC_2, model)
head(estimated_copy_numbers_2)</code></pre>
<pre><code>## 1 2 3 4 5 6
## 0.05512763 0.03011074 0.02437794 0.08867777 0.06425227 0.08117233</code></pre>
<p><br></p>
<div id="a" class="section level3">
<h3>a :</h3>
<p><br></p>
<p>We realize a plot which shows us the marginal distribution of copy
number estimates. Then we plot the distribution of copy number estimates
along the genome.</p>
<p><br></p>
<pre class="r"><code>hist_obj<- hist(estimated_copy_numbers_2, breaks = 30, main = "Marginal distribution of copy number estimates",
xlab = "Copy number estimates", col = "blue", border = "black")
text(x = hist_obj$mids, y = hist_obj$counts, labels = hist_obj$counts, pos = 3, cex = 0.8, col = "black")</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>plot(estimated_copy_numbers_2, type = "l", main = "Distribution of copy number estimates along the genome",
xlab = "Genome Index", ylab = "Copy number estimates", col = "blue", lwd = 2)
rect(0, min(estimated_copy_numbers_2), 70, max(estimated_copy_numbers_2), col = rgb(0.1, 0.1, 0.1, 0.1), border = NA)
rect(110, min(estimated_copy_numbers_2), 170, max(estimated_copy_numbers_2), col = rgb(0.1, 0.1, 0.1, 0.1), border = NA)
rect(230, min(estimated_copy_numbers_2), 300, max(estimated_copy_numbers_2), col = rgb(0.1, 0.1, 0.1, 0.1), border = NA)
rect(380, min(estimated_copy_numbers_2), 420, max(estimated_copy_numbers_2), col = rgb(0.1, 0.1, 0.1, 0.1), border = NA)
rect(500, min(estimated_copy_numbers_2), 600, max(estimated_copy_numbers_2), col = rgb(0.1, 0.1, 0.1, 0.1), border = NA)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p><br></p>
</div>
<div id="b" class="section level3">
<h3>b :</h3>
<p><br></p>
<p>We calculate the differences between 1 and the estimated copies
number and we want to analyse them .</p>
<p><br></p>
<pre class="r"><code>data$estimated_copy_numbers_2 <- estimated_copy_numbers_2
data$difference <- abs(1-data$estimated_copy_numbers_2)
summary(data$difference)</code></pre>
<pre><code>## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0001156 0.0913258 0.1653867 0.2500920 0.2761940 2.5328904</code></pre>
<p><br></p>
<pre class="r"><code>lower_bound <- 0.8
upper_bound <- 1.2
close_to_one <- sum(estimated_copy_numbers_2 >= lower_bound & estimated_copy_numbers_2 <= upper_bound)
proportion_close_to_one <- close_to_one / length(estimated_copy_numbers_2)
print(proportion_close_to_one)</code></pre>
<pre><code>## [1] 0.598</code></pre>
<pre class="r"><code>hist_obj<- hist(estimated_copy_numbers_2, breaks = 30, main = "Marginal distribution of copy number estimates",
xlab = "Copy number estimates", col = "purple", border = "black")
abline(v = c(0.8, 1.2), col = "blue", lwd = 2, lty = 2)</code></pre>
<p><img src="data:image/png;base64,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" width="672" />
<br></p>
<p>We saw that practically 60% of estimates copy numbers are close to 1
by maximum 0.2 distance.</p>
<p><br></p>
<pre class="r"><code>sd_diff <- sd(data$difference)
print(paste("Standard deviation of differences :", sd_diff))</code></pre>
<pre><code>## [1] "Standard deviation of differences : 0.270969574471721"</code></pre>
<pre class="r"><code>diff_data <- data.frame(Index = 1:length(data$difference), Differences = data$difference)
hist_plot <- ggplot(diff_data, aes(x = Differences)) +
geom_histogram(binwidth = 0.1, fill = "blue", color = "black") +
ggtitle("Histogram of differences from 1") +
xlab("Differences") +
ylab("Frequency")
box_plot <- ggplot(diff_data, aes(y = Differences)) +
geom_boxplot(fill = "orange", color = "black") +
ggtitle("Boxplot of differences from 1") +
ylab("Differences") +
coord_cartesian(xlim = c(-1.5, 1.5))
density_plot <- ggplot(diff_data, aes(x = Differences)) +
geom_density(fill = "green", alpha = 0.5) +
ggtitle("Density of differences relative to 1") +
xlab("Differences") +
ylab("Density")
scatter_plot <- ggplot(diff_data, aes(x = Index, y = Differences)) +
geom_point(color = "red") +
ggtitle("Scatter plot of differences along the index") +
xlab("Genome Index") +
ylab("Differences")
print(hist_plot)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>print(box_plot)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>print(density_plot)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>print(scatter_plot)</code></pre>
<p><img src="data:image/png;base64,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" width="672" />
<br></p>
<p>We can see that the majority of differences are very small (thanks to
the boxplot or the histogram), which means that the estimates of the
number of copies are close to 1 which is optimal.</p>
<p><br></p>
</div>
</div>
<div id="part-3" class="section level2">
<h2>Part 3</h2>
<p><br></p>
<p>Here, we have created a function to associate each of our estimate of
the number of copies with the real one which is closest. This way we can
compare whether our estimates are close to our true copy number
values.</p>
<p><br></p>
<pre class="r"><code>data$categorized_copy_number <- with(data, ifelse(data$estimated_copy_numbers_2 < 0.75, 0.5,
ifelse(data$estimated_copy_numbers_2 < 1.25, 1,
ifelse(data$estimated_copy_numbers_2 < 1.75, 1.5, 2))))
data$true_difference <- abs(data$categorized_copy_number - data$estimated_copy_numbers_2)
stats <- summary(data$true_difference)
print(stats)</code></pre>
<pre><code>## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0001156 0.0824704 0.1472651 0.1642246 0.2112313 1.5328904</code></pre>
<pre class="r"><code>sd_diff <- sd(data$true_difference, na.rm = TRUE)
print(paste("Standard deviation of differences :", sd_diff))</code></pre>
<pre><code>## [1] "Standard deviation of differences : 0.123696988405097"</code></pre>
<pre class="r"><code>hist_plot <- ggplot(data, aes(x = true_difference)) +
geom_histogram(binwidth = 0.1, fill = "blue", color = "black") +
ggtitle("Histogram of the differences between the true values of a and the estimated number of copies (a^)") +
xlab("Differences") +
ylab("Frequency")
box_plot <- ggplot(data, aes(y = true_difference)) +
geom_boxplot(fill = "orange", color = "black") +
ggtitle("Boxplot of the differences between the true values of a and the estimated values of a") +
ylab("Differences")
print(hist_plot)</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAABYlBMVEUAAAAAADoAAGYAAP8AOjoAOmYAOpAAZpAAZrYzMzM6AAA6OgA6Ojo6OmY6ZmY6ZpA6ZrY6kJA6kLY6kNtNTU1NTW5NTY5Nbm5Nbo5NbqtNjshmAABmADpmOgBmOjpmZgBmZjpmZmZmZpBmkGZmkJBmkLZmkNtmtrZmtttmtv9uTU1ubk1ubo5ujqtujshuq+SOTU2Obk2Obm6Oq6uOyOSOyP+QOgCQOjqQZgCQZjqQZmaQkGaQkLaQtpCQtraQttuQtv+Q29uQ2/+rbk2rjm6ryOSr5P+2ZgC2Zjq2kDq2kGa2kJC2tpC2tra2ttu225C229u22/+2///Ijk3Ijm7Iq27IyKvI5P/I///bkDrbkGbbtmbbtpDbtrbb27bb29vb2//b/7bb///kq27kyI7kyKvk5Mjk///r6+v/tmb/yI7/25D/27b/29v/5Kv/5Mj/5OT//7b//8j//9v//+T///+DpbOkAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO2d/4Oc1XWfRxgoXgtDo4EiFKhJTGKpwShpIMVpQ2sRL6a1a5BbsQFjByWlkkCqtJr/v/POnS/vlztz59w5n33vHT/PD8azc/fsPZ/7nmdnd2ZHkxkAAGQxGXsDAAC1gkABADJBoAAAmSBQAIBMECgAQCYIFAAgEwQKAJAJAgUAyASBAgBkgkABADJBoAAAmSBQAIBMECgAQCYIFAAgEwQKAJDJhQn0wcnk+a9bt8/fn0yuz//7+Nrk0s8vahN5fHF5Mpk8+19jd51OJlfyii4/s9X+5svs+IIXy+qQSiI/ciXay1h6QewKVBm2NjLFzmPjULRAv3yzBLV+PGnobnK1M0eBbr5M7AuOw74CvYiDyo78Qq4iqQ20F0Qs0MOv7x0si2dHtteBItBmRQkSube4eifPfLb50GZnfgLdfJnIFxyL/QR6EQeVHfkFXUVKgYoviGGgHtf3VtbFMyPb80D/aAS6nUJ+uD+bf+//sPuhzc4OFmjky0S+4FjsJ9CLOKjsyC/oKlJ+GfEFMQzU4/reyqFJ7fn5CLQUgc5P4oXehxQC3XyZyBccCwRawpcRXxAIdF8QaA6RkxAJ9MrWLzgWCLSELyO+IBDoviDQHBBoCgSKQPcHgeaRfhLp2w9+0LxY46XfrNa3n3v86s357Usvfbr5/OalHZde/nqd1Nm83vnHJ5NLLy4+48sPmgLPvv2HsPy0KfRt87EXF79O+vLN+b0v/iay0c5XWu2i/Rv89s4WX3xR9tm3N90tPtDebKvt5gu3th3a33yZ/9n9gr1KvR579542iQ42c/5JE+uLrV+iDbbXTb6928UhfdVsuX1np8AmjtP15dV87Pp6yy9sCWWv7R8WefsT2+G1xuts8wPyliJn7R+h15/ZvcBWl/Gehbcm3pC8AiNff+d90WT7V2I0M/P1nWq1VXwT2e7R7DTT08Lgq23tKppC5LR27SY2DsUI9PzjyYrnPp31kmoWB15e1vj2jdbYrgV6uvqM1d3zW2GQm1zOlh+6svlig29Sva+0j0C/OGltu9PJy1/3yw+2vVOgg0qdHgf3NlfI6mPrb9L/tCq4Sn/waf3k+4e0iu2leIFNHBtj3Ju0H09fj4ay3/YPjLwv0FV4Mc9tLTI/o/Xxry7X/gW2S6CWxPe6AiNff+d9sWSHA3Rw2Pu0ukWg20ez10xXC4OdbO8qmsIWgW7bTWwcihHo6WRDc620k5qvWROKbD7yzL/fCPTyakX7E0JW81z+fv2hn5x279zQ/0p7CPRyb2ubARj+7n9dbr3tXQIdVmr3OLw3spnZ2aT3keinrek9zGkWv5UosIlj/v+Wn386aR3U4lvB4Kvut/1DI+8JdB1eZHJ2nNvmoXXzraH5moMLbIdATYnvdQVGvv7O+yKRDa/Ew8Pep9W4QLePZr+Z9uaGX21HV9Fe4gLdupvYOFykQAe0BNrc/XLzIP27X06WXXV+EzNpHqZ/9cbqvuYjzXed8N1xJdDJ5E++nn33h8Xdl37ydfPj60nrExY1vmwewi/uPf/l8BIYfqXk70DDJyy+9V1f7aPp5LuPJ/3PXJx4c9+Xb6y2vS4V+R3osFK7x+G9kc00sT734fJ79ZVo0Ujy3Q1Pnl+VjBfY/BCxeoXe4tPCwN8LEcdbSW7/8Mhbn9i7QPqTs6PIvc11snTp4ALbIVBT4ntegcMLfNd9w8giV6JH2Pu0ui7eeei0bTSHzXQPtPPVdncV6SUq0O27iY1DKQJt/cJo9X/XST1YXyTnp5vvYz9ZfOTba+2JXKbRfNtaDuDyEcMilyurj7Quj+Ejne5X2kOgV9Zf88rga3cfX2y2vTiKhEAjlbb2uLh3uJlWh2ebh07dT4skv2axzRc6gUS+7rqHs+VXnfd5uXOJDj9pv+0fHnlv3lZVh5Ozq8imxvIB9fAC2y5QW+L7XYGRC3zXfcPIIlditF9b2Hu1GhXottGMNNP+/N5X291VfDxiAt22m9g4FCTQ54Y/zKzdsrpGlqG1zmX967azzQ8z9zqfsLqGlofdms7BxTf8SmmBrq6h0/VjrfVInPYeSJ1u7ntwkhRopFKrx8i9w820rrHhN6rlp0WSX9NcMauSw+hXX7f9nW4R39nk0n85WT0m2PpV09tvkRt5V6Drn3aHk7OzyOo7w2rV8ALbLlBb4vtdgZELfNd9w8giV2KL3LD3ajUm0K2jGWmm/e2699V2dxW5vuIC3bqb6DjMLojE70AXf672w39oP6XY+slwc06L1tsfWbd51rfh6u7Vw5sXNp+webK48y10+JVmaYH2vsO2L6p73U/tl08INFKp1WPk3uFmBt8hIp8WSb6z4yutT70S/brrHubLl2E//8/XVr/Ba/4z/KS9tt8iM/KeQNdhDCdnZ5HVxRt5HcvmMekWgZoS3/cKHHz9nfcNIotdid3Pywp7r1ZjAk2P5qaZ9sR0v1qiq8j1FRfo1t1Ex2F2QSQEuv6F8Iv/ebVqlVTnhV8LJXQ+EnvAtvwSv/8fPzvZ/Hx4pVt2Njyl4VeaRS/fzgXWPYH2L7Ynk+6WOuXPUgKNVdr0GLt3eDnc62cS+bRI8p3l60vybPW9q/91O466vrj9wnwzyx/hrsS+6n7bPzzy3ubaj1gsRVa/3e1dxK0LbKtAbYnvewUOvv7O+wabil2J0V2Yctqv1ZhAU6PZbqb9uKr71RJdxW25/UPD3UTHYRi9huTLmDZ5PPdhp4GoQDfpxgX61eLVZwtGFWi75862+4/ekgJtKm0X6PJx3o4fH7d+2jD59vJOIEPztX98XQn7XnOyC5cuP3/4Sftt//DIswXae+C++Qlg9Wm9C2xvge5OfH+B9i/wXffFBDq4Eg8Pe79WrQLtN7NNoD0tDLtyEehwHGYXxD4vpF+HsXoSJVegmxePDa8hBDrYXj/59vLO9/SUQMPvqc6aNh80vwRdHnr9Ag2NbeIYXGAmgW5PfN8rcHiB77pvRIFuH+v9BDpsphSBlvYIdMF3//3NxXNNHXH2H5n3HqtHBPo4vHjs8g9//Ot/vpYr0EjIw3XRC2zbHz/af4TvV+oKtH/vngKNbq+TfHz5WqD9Aq2+mpchz5eEl+I+//W9ba3st/3o1zBFbhLorj9aXfyByvo3IsMLbKdA9098zyswcoHvus/5R/htOe3XqkmgkWaiT41Ew/vj+hF+c8fqFWP7PYm0/sVu9xUTixePzTq/R08LNOtJpOFzBtt+429/EqlfqdVj5N7o70DXoYcP7XpCYp18Z8fDJ5G2x7H4vv/gZPmc0DOfrX7PH/2Nfnr70a9hinwPgZ7uUWT5gGb9tMXwAosIdI/Cg8T3vAIjF/iu+3ZrMPEkkiHsvVo1CTTSTGRiVl8i+STSDoEOw44LdDAO2xr2ZrdAd7ql9fTp450vY4rI5Z7lR/jIVzIL9KzrrM6n9sonBBqp1P0m0b93uJnWE4nLhAeftvOqa+5cLZ+H1ew08nVbiTbPH91bv+TqL1fDPfykvbbfIjfy7QJtPZRPFlkse37zYG94gbVskCq8M/H9rsDIBb7rvp2RPb42KO9wfW9v1STQSDMxLQwvqkhXcYH2Tisp0ME4zC6IxCPQVu8rz68b2PVC+sfXhgJtfaN4YHoWPuuF9L1Dab0AbZnxtvIpgUYqtRwQuTd+hSxjbb3WuPtpkeTXtF6PvLp4Il+3/UPEafNHdIvgwqvpX9iy2f22f3jkWwR6ttbO/P+liyzWNX/it8mid4Gtvsw+hXclvtcVGLvAd923K7L1lRjNLPf63tGqRaCxZiJaGF5Usa4i19fwtJIC7Y9DKQINf3PYLGj+hm3R1Sa9Jo34n3K2/mar+wh08cB/8TdeFoFGvlJMoJ2dRZw1ee43s/DHZz0NdMqnBBqp1HsQ1bs3spn1n3L+sp1c59MiyXcabf1x3PX4121bYPHCvxeWOU/Wjz+im01v3yHyzSe2izbbfO6/rZ7hSBZZxtT6VW//Alud4z6FdyW+3xUYucB33bclsu6V6BH2Pq2ui+/5CLTfTFcLw4tqa1eRXuKntVugvXEoRaCLbwFrrqxWTFYvLGw92bZsrr+89+hswz6vlVgx/ErbBDpZ/e1D/1Dazw72X2Cyue/Sj9ICHVZqO2B4b8xArViH7wWxLtqLsrPft3r3DQts4lhGv7m+VwFs/aTE9t0iv741vB+fpIus2mn9/NaiOcDIc8PbC+9IfL8rMHKB77pvZ2SXfhQV6CFh72x1XXwfgUaa2Wxu10UV6Wp3L6vTSgm0Pw7FCHTzvmvz7zlhyb31Ph+vX8zQf9+qyUv/aSjQzbFd+sv3138nuI9AI18p9pvx9c5iQ3/+warE9vcqu3S9//vDiECHlTpiGdwbNdDqzcg2P0oNtjdMvr3d9ft3rWoPC2wOavEZmx+ZW8YafNJ+2z888vUndoquzvnS9QcnexRZ1mk/Bdu9wDY/mO5TeHvie16Bwwt8133RyPpXokvY+7S6Kr7Xy5gijW6utshFtaOrWC/D00oJtD8O5Qh09t0ni3ebevHD9bIvmpfQ/sni/37ZvBDi2f4bKjdvenq6zLUzH+GNVptSZ/0nD3cLdPiVok8trnYWH/qvFm8B+2L0HwL7avEGrZ8OnoCJCXRQqSeW3r3xzQzfUHmwvWHyq89dHNLiPWrbb587KNA6qM2vlZpHD9d3fNJ+2x98DXPkq0/sFg1vyD3vau253efWe7q7f4Ftrqq9Cm9NvGGfK3Bwge+6b0tk3SsxmlnG9Z1udVl8L4HGGm1dbZGLamtX0V4Gp5UUaG8cLkygKlIv4AMAUFGnQFvfTAavIwUAuCDqFOjm58TOq8EAAC6SOgW6ePlB8886ffXBJPYrSgCAC6BOgS5eU7KCB6AAMA6VCnTzAobIPw0IAHAhVCrQ9T83/ePoP04NAHABVCtQAICxQaAAAJkgUACATBAoAEAmCBQAIBMECgCQCQIFAMgEgQIAZIJAAQAyQaAAAJkgUACATBAoAEAmCBQAIBMECgCQyQUJ9P+qEJaWUNV2Kwu3st1Wtt2xN2BBmS0CHZWqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BC6UL9NHfTKfTd+6EG08/urHlBgIdUtV2Kwu3st1Wtt2xN2ChcIE+nEtyziu/aG48ubm48erngxsINEJV260s3Mp2W9l2x96AhbIF+vTW9Oqd2aP5/34zv3V76w0EGqGq7VYWbmW7rWy7Y2/AQtkCfXhj8Qjzyc3mIej2Gwg0RlXbrSzcynZb2XbH3oCFsgV6f/p685/5A9H3ZrO74cb8v+/2biDQGFVtt7JwK9ttZdsdewMWyhZo53Hm7caiK6t2biDQGFVtt7JwK9ttZdsdewMWyhbo+negrzf/f/nT+sMbV7/p3Ahrv7/E/lUAAEon51n4p79dPNf+028QKAD8MZP1Mqa/Xgj0tTsdgb76eedG91OED6hlpSVUtd3Kwq1st5Vtd+wNWCj7R/iHN5oHn/OHoXNdph6BItAeVW23snAr221l2x17AxbKFujt5XPst6evI1ArVW23snAr221l2x17AxaKFmhXkzwLb6Oq7VYWbmW7rWy7Y2/AQkUCXb3kc/k60NYNBBqjqu1WFm5lu61su2NvwELRAu38CM9fIhmparuVhVvZbivb7tgbsFC2QO9PN08iNS8KfW395++dGwg0RlXbrSzcynZb2XbH3oCFsgU6/wk9sHgg+qj9BkyPeDemBFVtt7JwK9ttZdsdewMWChfo7P807wf6V8t3/Xz0UfPmoN9EbiDQIVVtt7JwK9ttZdsdewMWSheoHWE7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stISqtpuZeFWttvKtjv2BiwgUEM7stI9Jj5c1HY9YMaFEK4OBGpoR1a6i5M/EaiOynZb2XbH3oAFBGpoR1a6y2TyPQcQqJDKdlvZdsfegAUEamhHVroLAi2eynZb2XbH3oAFBGpoR1a6CwItnsp2W9l2x96ABQRqaEdWugsCLZ7KdlvZdsfegAUEamhHVroLAi2eynZb2XbH3oAFBGpoR1a6CwItnsp2W9l2x96ABQRqaEdWugsCLZ7KdlvZdsfegAUEamhHVroLAi2eynZb2XbH3oAFBGpoR1a6CwItnsp2W9l2x96ABQRqaEdWugsCLZ7KdlvZdsfegAUEamhHVroLAi2eynZb2XbH3oAFBGpoR1a6CwItnsp2W9l2x96ABQRqaEdWugsCLZ7KdlvZdsfegAUEamhHVroLAi2eynZb2XbH3oAFBGpoR1a6CwItnsp2W9l2x96ABQRqaCe9xumdPBFo4VS228q2O/YGLCBQQzvJJU7+RKClU9luK9vu2BuwgEAN7SSXeKnPp4osCQHMuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSr4/gEOiZlCXTsNADADx6B7q0+nyqyJATwIEkI4eo4vkegwnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1lC7Qp7+9MZ3+u79d3vhofuOdO5EbCDRSRZaEAGZcCOHqKFygj25OF/y0ufEk3Hj188ENBBqrIktCADMuhHB1lC3Qp7emr92ZPf1f01d+Mb91e3r1zuzRrenVb/o3EGisiiwJAcy4EMLVUbZA7y8fYd6dvj6bPbyxuPHkZmPTzg0EGq0iS0IAMy6EcHUULdD5A9D3NrcWFl38993eDQQarSJLQgAzLoRwdRQt0Cc327/ivL206f3GnZ0bCDRaRZaEAGZcCOHqKFqgD29c/eZf/sN0+to/zpqHo8uf1puPdm6Exd9fYv4qjpQl0DGTAABfsgT6UXgW/l0Eaq8yZhIA4It9oO83L2D6Zvb0t82z8C1nvvp550b3k4QPqJNLyhKoLAkB/JQphHB1FP0j/P3p8imi29PXk49AEWi/iiwJAcy4EMLVUbRAH97Y5kwEukcVWRICmHEhhKujcIEufz5f/B+ehTdWkSUhgBkXQrg6ihbo+nHm/eYPjlYv+Vy+DrR1A4FGq8iSEMCMCyFcHUULdPG7z/Dfd/lLJHMVWRICmHEhhKujbIE+vNG831J4Fn75h/HLP3/v3ECg0SqyJAQw40IIV0fZAp3dv7F4Gegr7zU3HrXfgOkR78aUqiJLQgAzLoRwdRQu0Nmj5l0//+rO6sZcme98E7mBQCNVZEkIYMaFEK6O0gVqR9hOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQq9MZ08AACAASURBVAhXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIV8fxCXRMyhLo2GkAgB88At1bfT5VZEkI4EGSEMLVcXyPQIXtJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCuDgRqaCe5BIHmwowLIVwdCNTQTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6hhdoI//9OU/INCe+nyqyJIQwIwLIVwd4wv02mTy7NtfI9C2+nyqyJIQwIwLIVwdowv0/ONJw3MfejlU2E5yCQLNhRkXQrg6RhfonK/eXDj0xQ8R6FJ9PlVkSQhgxoUQro4SBDrny+DQlz5FoAi0AirbbWXbHXsDFgoR6PxH+S/faBR66e1Dn1IStpNcgkBzYcaFEK6OYgQ657sPThY/yh/2MFTYTnIJAs2FGRdCuDqKEej5Jz+YrHgZgXpUkSUhgBkXQrg6yhDoyp7Nc/HffTyZXEGgDlVkSQhgxoUQro4CBLr87efm1aD3Js8f8JomYTvJJQg0F2ZcCOHqGF2g5+9P+k8ePb72zGcI9PAqsiQEMONCCFfH6AJt/hLpUvflS4+v8QjUo4osCQHMuBDC1VGAQF/6Te9D578+5KVMwnaSSxBoLsy4EMLVMbpA3RG2k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQUJ9PcIdKU+nyqyJAQw40IIV0cJAj3/5MXPFs8mefwpPAJdV5ElIYAZF0K4OgoQ6L2TyTOfLZ+Ov45AEWgFVLbbyrY79gYsjC/QByeT8ML5331wMrn0cwSKQMunst1Wtt2xN2BhfIGeTp5b/eR+/v7kBQSKQMunst1Wtt2xN2BhdIE+vtZ61Png5JC/QUKg3SqyJAQw40IIV0cBAm0587A/4kSg3SqyJAQw40IIV0cBAuUR6EB9PlVkSQhgxoUQro7RBTo7bf3e85TfgX4PgVZAZbutbLtjb8DC+AK9N5m8FP72vXkn0MNfxyRsJ7kEgebCjAshXB3jC3T+sHMyuXT58uXm3/M4/AEoAl1XkSUhgBkXQrg6ChDo+S9X/5THpb843J8IdF1FloQAZlwI4eooQKDNe9L/aP4I9If/+YB3AUWgwyqyJAQw40IIV0cRAnVF2E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUUItDfrzjkvegRaLeKLAkBzLgQwtVRgEC//WCygRfSI9AKqGy3lW137A1YGF+gzdvYIdCu+nyqyJIQwIwLIVwd4wv0bDJ57se/WvHrg5+JF7aTXIJAc2HGhRCujtEF6vIWdgg0VkWWhABmXAjh6hhdoJ03E0GgQX0+VWRJCGDGhRCujgIEevivPRFotIosCQHMuBDC1TG6QM/f5xHoQH0+VWRJCGDGhRCujtEFOjubXEGgPfX5VJElIYAZF0K4OsYX6Pwh6E8QaFd9PlVkSQhgxoUQro7RBXr+sx9NJpd++NaSP+NlTAi0fCrbbWXbHXsDFkYXaPd19LyQ/nsItAIq221l2x17AxYQqKGd5BIEmgszLoRwdYwuUHeE7SSXINBcmHEhhKsDgRraSS5BoLkw40IIV0cpAj0//H3sEGiviiwJAcy4EMLVUYRAv3yz+eXn4z992+Pf9BC2k1yCQHNhxoUQro4CBHr+cXj26PG1yXPRp5Ae3rj6zeL/PP3oxnT6zp3Z8AYCjVSRJSGAGRdCuDoKEOjpZPLcn58889n5300mz0cegz69NQ0CfXJz2vDq54MbCDRWRZaEAGZcCOHqGF+g9yaTnyzfUuSLk8n14YK706VAb0+v3pk9Wuq0cwOBxqrIkhDAjAshXB3jC/S0+Vv45XsynUXeG/ThjaVAH95YPNx8cvOVX/RuINBoFVkSAphxIYSrY3SBhndjWgr0wcnghfTzH+D/Y/gd6N3p64uP3J2+27uBQKNVZEkIYMaFEK6O0QUa1LkUaOTNQW9PX18+iXR7+t7iI/cbd3ZuINBoFVkSAphxIYSro3SB3p//+B4E+vTW8qf15mbnRlj5/SXRr3JBlCXQMZMAAF+2/ptI19fmvNd/Gn7xO04EmldlzCQAwJetb6j8wkqgw39g7nbzK86BQF/9vHOj+ynCB9TJJWUJVJaEAH7KFEK4Okb/EX724GTy8tcLgX77xqT3z3vcXTz/vt8jUATaryJLQgAzLoRwdYwv0OYfhp9cPrn0wx/M/9v91z0e3lhoEoHmVZElIYAZF0K4OgoQ6OyfTlbvBtr715HuTtfMf1DnWXhjFVkSAphxIYSrowSBzr775PLcns++9Gnv412Brl7yuXwdaOsGAo1WkSUhgBkXQrg6ihBoguWP6fwlkrGKLAkBzLgQwtVRkUCf3pq+tv7z984NBBqtIktCADMuhHB1jC/Q737fJva+yqsnih6134DpEe/GlKoiS0IAMy6EcHWMLtA9/lG59TPtjz6aK/Od5UPOzg0EGqkiS0IAMy6EcHXUIFAbwnaSSxBoLsy4EMLVMbpAz3/3qyV//8bk0j/8+uB/1UPYTnIJAs2FGRdCuDpGF2ibByexd6RHoJlVZEkIYMaFEK6OogQ6O+u/lB6BHlBFloQAZlwI4eooS6AeD0GF7SSXINBcmHEhhKujLIFG3lAZgWZXkSUhgBkXQrg6yhJo5J/0QKDZVWRJCGDGhRCujqIEen4a/XeNEWheFVkSAphxIYSrY3SBnv/srRU/Ohm8HxMCPaCKLAkBzLgQwtUxukC7L6TnZUzfQ6AVUNluK9vu2BuwUJRAn337cH8i0HUVWRICmHEhhKtjdIG6I2wnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHWML9Du+4Fuf1dQBGqtIktCADMuhHB1jC7Q3tvZHf6mdsJ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrY3SBnv/uk5PJpZf+4Ve/+vsfTCYvhbcGPeRdQYXtJJcg0FyYcSGEq2N0gc7O35/8ydKXX0wu/TzfnAi0V0WWhABmXAjh6hhfoGeTF6L/H4EeWkWWhABmXAjh6hhdoOfvtx518m5MQX0+VWRJCGDGhRCujtEF2nkLUN4PNKjPp4osCQHMuBDC1VGAQDuPQHk7OwRaAZXttrLtjr0BC6ML9Pz91u89T/kd6PcQaAVUttvKtjv2BiyMLtDZvcnk5fCw8/xjnoUP6vOpIktCADMuhHB1jC/Q+cPOyeTFt9566wcTj/dTRqDrKrIkBDDjQghXRwECnT/wXHLpLw73JwJdV5ElIYAZF0K4OgoQ6Gz27QfNo8/LHm+njEA3VWRJCGDGhRCujiIE6oqwneQSBJoLMy6EcHWUItDzQ97BDoFGq8iSEMCMCyFcHUUI9Ms3mzdgevynLj/DC9tJLkGguTDjQghXRwECDU8izQV6bfLcwX+HhEA3VWRJCGDGhRCujgIEejqZPPfnJ898dv53/LPGS/X5VJElIYAZF0K4OsYX6L3J5CfLP4L/4mRyHYEi0PKpbLeVbXfsDVgYX6Cnzavnl+8iwtvZBfX5VJElIYAZF0K4OkYXaHg7u6VAeTu7oD6fKrIkBDDjQghXx+gCDepcCpS3swvq86kiS0IAMy6EcHUgUEM7ySUINBdmXAjh6hhdoOfvN08cLc15z+FpeGE7ySUINBdmXAjh6hhdoOGJoyDQznuDItBDq8iSEMCMCyFcHeML9MHJ5OWvFwL99g3eDzSoz6eKLAkBzLgQwtUxvkDnD0Enk8snl37I+4Gu1edTRZaEAGZcCOHqKECgs386Wb0hqIM/Eei6iiwJAcy4EMLVUYJAZ999cnluz2df+tTBnwh0XUWWhABmXAjh6ihCoK4I20kuQaC5MONCCFfH+AI99XngiUAHVWRJCGDGhRCujtEF+viawxuIINBYFVkSAphxIYSrowCBHv7HRwg0WkWWhABmXAjh6hhdoOHNRBBoR30+VWRJCGDGhRCujtEFOjubPO/6S1BhO8klCDQXZlwI4eoYX6Df/XIyefaHby35M/4WHoGWT2W7rWy7Y2/AwugCfXxt0oZ3Y0KgFVDZbivb7tgbsIBADe0klyDQXJhxIYSrY3SBuiNsJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1jCjQ89/96teH/zPwCHRrFVkSAphxIYSrY0SBPr7m8JQRAt1eRZaEAGZcCOHqKECgj9+8/KKjSIXtJJcg0FyYcSGEq6MEgfo+EhW2k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUgUEM7ySUINBdmXAjh6kCghnaSSxBoLsy4EMLVgUAN7SSXINBcmHEhhKsDgRraSS5BoLkw40IIVwcCNbSTXIJAc2HGhRCujnEFOoT3A0WgFVDZbivb7tgbsIBADe0klyDQXJhxIYSrY8x3Y/rZW0P4N5EQaAVUttvKtjv2BizwfqCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQjU0E5yCQLNhRkXQrg6EKihneQSBJoLMy6EcHUcn0DHpCyBjp0GAPjBI9C91edTRZaEAB4kCSFcHcf3CFTYTnIJAs2FGRdCuDoQqKGd5BIEmgszLoRwdSBQQzvJJQg0F2ZcCOHqQKCGdpJLEGguzLgQwtWBQA3tJJcg0FyYcSGEqwOBGtpJLkGguTDjQghXBwI1tJNcgkBzYcaFEK4OBGpoJ7kEgebCjAshXB0I1NBOcgkCzYUZF0K4OhCooZ3kEgSaCzMuhHB1IFBDO8klCDQXZlwI4epAoIZ2kksQaC7MuBDC1YFADe0klyDQXJhxIYSrA4Ea2kkuQaC5MONCCFcHAjW0k1yCQHNhxoUQrg4EamgnuQSB5sKMCyFcHQh0ycQHH/X5VHE9TDHMuBDC1YFAA07+RKCZMONCCFcHAg2UpT6fKr6nqYUZF0K4OhBooCz1+VTxPU0tzLgQwtWBQANlqc+niu9pamHGhRCuDgQaKEt9PlV8T1MLMy6EcHUg0EBZ6vOp4nuaWphxIYSrA4EGylKfTxXf09TCjAshXB0INFCW+nyq+J6mFmZcCOHqQKCBstTnU8X3NLUw40IIVwcCDZSlPp8qvqephRkXQrg6EGigLPX5VPE9TS3MuBDC1YFAA2Wpz6eK72lqYcaFEK4OBBooS30+VXxPUwszLoRwdSDQQFnq86nie5pamHEhhKsDgQbKUp9PFd/T1MKMCyFcHQg0UJb6fKr4nqYWZlwI4epAoIGy1OdTxfc0tTDjQghXBwINlKU+nyq+p6mFGRdCuDoQaKAs9flU8T1NLcy4EMLVgUADZanPp4rvaWphxoUQrg4EGihLfT5VfE9TCzMuhHB1INBAWerzqeJ7mlqYcSGEqwOBBspSn08V39PUwowLIVwdCDRQlvp8qviephZmXAjh6kCggbLU51PF9zS1MONCCFcHAg2UpT6fKr6nqYUZF0K4OhBooCz1+VTxPU0tzLgQwtWBQANlqc+niu9pamHGhRCuDgQaKEt9PlV8T1MLMy6EcHUg0EBZ6vOp4nuaWphxIYSrA4EGylKfTxXf09TCjAshXB0INFCW+nyq+J6mFmZcCOHqQKCBstTnU8X3NLUw40IIVwcCDZSlPp8qvqephRkXQrg6EGigLPX5VPE9TS3MuBDC1YFAA2Wpz6eK72lqYcaFEK4OBBooS30+VXxPUwszLoRwdSDQQFnq86nie5pamHEhhKsDgQbKUp9PFd/T1MKMCyFcHQg0UJb6fKr4nqYWZlwI4epAoIGy1OdTxfc0tTDjQghXBwINlKU+nyq+p6mFGRdCuDoQaKAs9flU8T1NLcy4EMLVgUADZanPp4rvaWphxoUQrg4EGihLfT5VfE9TCzMuhHB1INBAWerzqeJ7mlqYcSGEqwOBBspSn08V39PUwowLIVwdCDRQlvp8qviephZmXAjh6kCggbLU51PF9zS1MONCCFcHAg2UpT6fKr6nqYUZF0K4OhBooCz1+VTxPU0tzLgQwtWBQANlqc+niu9pamHGhRCuDgQaKEt9PlV8T1MLMy6EcHUg0EBZ6vOp4nuaWphxIYSrA4EGylKfTxXf09TCjAshXB0INFCW+nyq+J6mFmZcCOHqQKCBstTnU8X3NLUw40IIVwcCDZSlPp8qvqephRkXQrg6EGigLPX5VPE9TS3MuBDC1YFAA2Wpz6eK72lqYcaFEK4OBBooS30+VXxPUwszLoRwdSDQQFnq86nie5pamHEhhKsDgQbKUp9PFd/T1MKMCyFcHQg0UJb6fKr4nqYWZlwI4epAoIGy1OdTxfc0tTDjQghXBwINlKU+nyq+p6mFGRdCuDoQaKAs9flU8T1NLcy4EMLVgUADZanPp4rvaWphxoUQrg4EGihLfT5VfE9TCzMuhHB1lC7Qf/2b6fSVd+6EG08/ujGdRm8g0EgV39PUwowLIVwdhQv0t9MFr/yiufHk5uLGq58PbiDQWBXf09TCjAshXB1lC/T+9JW/nc0e3QqevD29eqe5cfWb/g0EGqvie5pamHEhhKujaIE+vTV9r/nv/NHm/L8Pbyw0+uRm83i0cwOBRqv4nqYWZlwI4eooWqBPbi5/Qr89fXc2uzt9fXHj7uAGAo1W8T1NLcy4EMLVUbRA1ywEejs8HJ3/XP967wYCjVbxPU0tzLgQwtVRhUAXP6g/vbX8af3hjavfdG6ERd9fkvclylKfT5XsvAGgOPIHevHzOgK1VsnOGwCKI3ug7y9extRy5qufd250V+c9Wi5LfT5VfH+e0MJPmUIIV0cFP8Lfv/HKe7P0I1AE2q/ie5pamHEhhKujfIHeXb6MHoFaq/iephZmXAjh6iheoL+drl7pybPwxiq+p6mFGRdCuDoKF+jT29PXVr/jXL3kc/k60Hc7H0Sgwyq+p6mFGRdCuDoKF+jt1p9q8pdIxiq+p6mFGRdCuDrKFujd9p+6P701fW395++dGwg0WsX3NLUw40IIV0fRAl2+41JD85vOR+03YHrEuzGlqviephZmXAjh6ihaoPenHYHOHn00/3/vLB9ydm4g0EgV39PUwowLIVwdRQs0i7y9lqU+nyq+p6mFGRdCuDoQaKAs9flU8T1NLcy4EMLVgUADZanPp4rvaWphxoUQrg4EGihLfT5VfE9TCzMuhHB1INBAWerzqeJ7mlqYcSGEqwOBBspSn08V39PUwowLIVwdCDRQlvp8qviephZmXAjh6kCggbLU51PF9zS1MONCCFcHAg2UpT6fKr6nqYUZF0K4OhBooCz1+VTxPU0tzLgQwtWBQANlqc+niu9pamHGhRCuDgQaKEt9PlV8T1MLMy6EcHUg0EBZ6vOp4nuaWphxIYSrA4EGylKfTxXf09TCjAshXB0INFCW+nyq+J6mFmZcCOHqQKCBstTnU8X3NLUw40IIVwcCDZSlPp8qvqephRkXQrg6EGigLPX5VPE9TS3MuBDC1YFAA2Wpz6eK72lqYcaFEK4OBBooS30+VXxPUwszLoRwdSDQQFnq86nie5pamHEhhKsDgQbKUp9PFd/T1MKMCyFcHQg0UJb6fKr4nqYWZlwI4epAoIGy1OdTxfc0tTDjQghXBwINlKU+nyq+p6mFGRdCuDoQaKAs9flU8T1NLcy4EMLVgUADZanPp4rvaWphxoUQrg4EGihLfT5VfE9TCzMuhHB1INBAWerzqeJ7mlqYcSGEqwOBBspSn08V39PUwowLIVwdCDRQlvp8qviephZmXAjh6kCggbLU51PF9zS1MONCCFcHAg2UpT6fKr6nqYUZF0K4OhBooCz1+VTxPU0tzLgQwtWBQANlqc+niu9pamHGhRCuDgQaKEt9PlV8T1MLMy6EcHUg0EBZ6vOp4nuaWphxIYSrA4EGylKfTxXf09TCjAshXB0INFCW+nyq+J6mFmZcCOHqQKCBstTnU8X3NLUw40IIVwcCDZSlPp8qvqephRkXQrg6EGigLPX5VPE9TS3MuBDC1YFAA2Wpz6eK72lqYcaFEK4OBBooS30+VXxPUwszLoRwdSDQQFnq86nie5pamHEhhKsDgQbKUp9PFd/T1MKMCyFcHQg0UJb6fKr4nqYWZlwI4epAoIGy1OdTxfc0tTDjQghXBwINlKU+nyq+p6mFGRdCuDoQaKAs9flU8T1NLcy4EMLVgUADZanPp4rvaWphxoUQrg4EGihLfT5VfE9TCzMuhHB1INBAWerzqeJ7mlqYcSGEqwOBBspSn08V39PUwowLIVwdCDRQlvp8qviephZmXAjh6kCggbLU51PF9zS1MONCCFcHAg2UpT6fKr6nqYUZF0K4OhBooCz1+VTxPU0tzLgQwtWBQANlqc+niu9pamHGhRCuDgQaKEt9PlV8T1MLMy6EcHUg0EBZ6vOp4nuaWphxIYSrA4EGylKfTxXf09TCjAshXB0INFCW+nyq+J6mFmZcCOHqQKCBstTnU8X3NLUw40IIVwcCDZSlPp8qvqephRkXQrg6EGigLPX5VPE9TS3MuBDC1YFAA2Wpz6eK72lqYcaFEK4OBBooS30+VXxPUwszLoRwdSDQQFnq86nie5pamHEhhKsDgQbKUp9PFd/T1MKMCyFcHQg0UJb6fKr4nqYWZlwI4epAoIGy1OdTxfc0tTDjQghXBwINlKU+nyq+p3kIEx/GbmNDVTOOQIUg0EBZ6vOp4nuaB+Dkz3IaqmvGEagQBBooS30+VXxP8wCOrqG6ZhyBCkGggbLU51PF9zQP4OgaqmvGEagQBBooS30+VXxP8wCOrqG6ZhyBCkGggbLU51PF9zQP4OgaqmvGEagQBBooS30+VXxP8wCOrqG6ZhyBCkGggbLU51PF9zQP4OgaqmvGEagQBBooS30+VXxP8wCOrqG6ZhyBCkGggbLU51PF9zQP4OgaqmvGEagQBBooS30+VXxP8wCOrqG6ZhyBCkGggbLU51PF9zQP4OgaqmvGEagQBBooS30+VXxP8wCOrqG6ZhyBCkGggbLU51PF9zQP4OgaqmvGEaiQ4xNoHmWpz6fK2JmuObqGAC4eHoFecBXfb4cHcHQN1fUgiUegQo7vEWjeXstSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4Ul1vqAAAD+VJREFUuobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE9zQM4uobqmnEEKgSBBspSn08V39M8gKNrqK4ZR6BCEGigLPX5VPE4w4kP5TTkQ1UzjkCFINBAWerzqeJwhE7+LKchJ6qacQQqBIEGylKfTxWHIzy6hpyoasYRqBAEGijLFD5VHI7w6BpyoqoZR6BCEGigLFP4VHE4wqNryImqZhyBCkGggbJM4VPF4QiPriEnqppxBCoEgQbKMoVPFYcjPLqGnKhqxhGoEAQaKMsUPlUcjvDoGnKiqhlHoEIQaKAsU/hUcTjCo2vIiapmHIEKQaCBskzhU8XhCI+uISeqmnEEKgSBBsoyhU8VhyM8uoacqGrGEagQBBooyxQ+VRyO8OgacqKqGUegQhBooCxT+FRxOMKja8iJqmYcgQpBoIGyTOFTxeEIj64hJ6qacQQqBIEGyjKFTxWHIzy6hpyoasYRqBAEGijLFD5VHI7w6BpyoqoZR6BCEGigLFP4VHE4wqNryImqZhyBCkGggbJM4VPF4QiPriEnqppxBCoEgQbKMoVPFYcjPLqGnKhqxhGoEAQaKMsUPlUcjvDoGnKiqhlHoEIQaKAsU/hUcTjCo2vIiapmHIEKQaCBskzhU6Wgf83Ip4rv5XkIVc04AhWCQANlmcKnCgKVUdWMI1AhCDRQlimKqVLQVhBoNghUBwINlGWKYqoUtBUEmg0C1YFAA2WZopgqBW0FgWaDQHUg0EBZpiimSkFbQaDZIFAdCDRQlimKqVLQVhBoNghUBwINlGWKYqoUtBUEmg0C1YFAA2WZopgqBW0FgWaDQHUg0EBZpiimSkFbQaDZIFAdCDRQlimKqVLQVhBoNghUBwINlGWKYqoUtBUEmg0C1YFAA2WZopgqBW0FgWaDQHUg0EBZpiimSkFbQaDZIFAdCDRQlimKqVLQVhBoNghUBwINlGWKYqoUtBUEmg0C1YFAA2WZopgqBW0FgWaDQHUg0EBZpiimSkFbQaDZIFAdCDRQlimKqVLQVhBoNghUBwINlGWKYqoUtBUEmg0C1YFAA2WZopgqBW0FgWaDQHXUK9CnH92YTt+5g0CVVQraCgLNBoHqqFagT25OG179HIEKqxS0FQSaDQLVUa1Ab0+v3pk9ujW9+g0C1VUpaCsINBsEqqNWgT68sXjs+eTmK79AoLoqBW0FgWaDQHXUKtC709eX/30XgeqqFLQVBJoNAs1l4kPmV1cK9Pb0vcV/7y9FikAlVQraCgLNBoFm4uTPAgX69NbyR/eHN1a/BP3+kryCXlEBAHTxkR4CBYA/QnykJxJo/4VMro/huw+oZaUlVLXdysKtbLeVbXfsDVio9EmkyCNQBNqjqu1WFm5lu61su2NvwAICNbQjKy2hqu1WFm5lu61su2NvwEKlAnV/Fn6vdmSlJVS13crCrWy3lW137A1YqFWgq9d/er0OdK92ZKUlVLXdysKtbLeVbXfsDVioVaDef4m0Vzuy0hKq2m5l4Va228q2O/YGLNQq0Ke3pq95/i38Xu3ISkuoaruVhVvZbivb7tgbsFCrQGePfN+Naa92ZKUlVLXdysKtbLeVbXfsDVioVqCzRx/N/flO//EnAl1T1XYrC7ey3Va23bE3YKFegW5D2I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BCwjU0I6stISqtltZuJXttrLtjr0BC8cnUBnf//7YOzhiCFcI4eq4wGwRKGyFcIUQrg4EujdchkIIVwjh6kCge8NlKIRwhRCuDgS6N1yGQghXCOHqQKB7w2UohHCFEK4OBLo3XIZCCFcI4epAoHvDZSiEcIUQrg4ECgBQPggUACATBAoAkAkCBQDIBIECAGSCQAEAMkGgAACZIFAAgExqFOjTj25Mp+/cSXwIshgm+eTmdMGrn4+2qSPiyc3XO7e5cv3oZXshF26FAl3m0o4l8iHIIpLkwxsI1I/b09iQk60HvWwv5MKtUKC3p1fvzB7dml79ZteHIItIkve7lyUcwNPb026aXLluDLK9kAu3PoE+vLH4jvLk5iu/2PEhyCKW5O3pu+Nt6Lj417+edoecK9eNQbYXc+HWJ9C7y5TubuKJfAiyiCT59BbD7cTd6fSn/9IZcq5cL4bZXsyFW59Ab0/fW/y39QA98iHIIpLkk5tX//f8m/tf8TzHwdx97R971yhXrhfDbC/mwq1OoOvvKw9vrH5vFPkQZBFLcvWr+OWow2F0hpwr15X7vV+PXMSFi0BhQyzJ+/Ofjb6Z/b+Ppvwk7wEC1dEV6MVcuDULdPXyhMiHIItYkqtf0/FckgvbBMqVezj3o79f1l64NQuUR6De7EryPi+18YBHoDriv0nWXrgIFDbsSpIHSS4gUB1xgWov3OoEyrPwSnYkyYy7wLPwOrYJlEegbVYvmeu8DnTwIchimOTTW8y4J/3f03Hl+tF7dH8hF259AuUvkYREklz+gfH6eoSD6L/UhivXj/6j+4u4cOsT6DyQ13p/Phz5EGQRSfLhjebVII/+mnBd6A45V64ng9eBXsCFW59AZ49ab2Dz8MbiW/cj3tPGiUi4d5fvacOfInmwGnKuXH962V7IhVuhQGePPprH8s7i28oyqvaH4CBi4f7NdPrKTwnXhd6Qc+U6Msj2Ai7cGgUKAFAECBQAIBMECgCQCQIFAMgEgQIAZIJAAQAyQaAAAJkgUACATBAoAEAmCBQAIBMECgCQCQIFAMgEgQIAZIJAYWxOJysuv/Tp5oPPf9389/yTk8nkmZ+v/wtQEggUxmYj0Dkvfb36YBDo4s5nPlv/F6AkECiMTUegS2+uBPrgZPJv2v8FKAoECmNzunpkef7VB3ODvtC+795kcr39X4CiQKAwNqetH83PJpNL7V903lvevNf9MEAZIFAYm7ZAm5/n2w9BESgUDQKFsekI9PG1cGvxO9Cz8GvRSz9a/rdx6LcfnMz/3/Lp+vP3J9e/fGMyeXZwz7zOlfNPfjC/6+3V704X97/44ax989L6ef/FzdbdAHuAQGFsOgKdK3HhyW0CPVs92fTycvVbq6fnu/fMBfpv3wi3nwvVz9p395fPvljdfI5n+mF/ECiMTUegjdiuz9bPwvd/hJ/f2zxm/O7jIL65QJs7vv1wcM9coJNLf/H17Nv5iivLz3z+09n5x5ub7eUPTpp7Z+e/7D2JBbATBApjYxDo3HMvrJY1H2gEGp6d79/TCHRxz3xJU2l+e1FwfrP5av3lZ6s9nPJiUzCAQGFsBgK9Mtsm0LXnGhG+sNZh5J6VMFfl16+DutcV5nL5GU9SQQ4IFMZm/0egQXarz5ovWD68jNwzF+j6IWb4DWn7iwyW32ueT/qNpj84YhAojE1XoKc7BNr8XL5h/llrEQ7uaZ6FDwWDOld/GjqLL599vPh/z779hwtqGo4DBApjs/1Z+AsU6OzLN5fPwvNCJtgfBApj0xFo83T417PtAu0+R94WaPeepEAjT7Z/9bMfNArlb0ZhbxAojE30L5G2/Q60rcGWQAf3DAW6+oP75lMGy9cFfznZcg9ABAQKY9MW6Berv4WPPwt/un6yPChw82RQ/56+QO+1Xu90fbC89aQSr2MCAwgUxmbz4HDxe8gXlh/c8jrQ5ePDIMSN+Pr39AW6flnT6ep1oJ3l65cxbX1sChABgcLY7Ho/0MhfIjXP8qx+0m49cuzd0xdoI8reXyL1ll/6yfy/377P70DBAAKFsekI9OXuO9IP3o3prCPa9us5u/cMBLr1b+GDsR+crG5fuYie4UhAoDA2rX8TafMyzG0CnX37QfNU+fJdk9oC7d4zFOjw3Zhay5t/fOly80LQl3khKBhAoAAAmSBQAIBMECgAQCYIFAAgEwQKAJAJAgUAyASBAgBkgkABADJBoAAAmSBQAIBMECgAQCYIFAAgEwQKAJAJAgUAyASBAgBkgkABADJBoAAAmSBQAIBMECgAQCYIFAAgk/8PFocyhX+qS1AAAAAASUVORK5CYII=" width="672" /></p>
<pre class="r"><code>print(box_plot)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>plot <- ggplot(data) +
geom_point(aes(x = 1:nrow(data), y = estimated_copy_numbers_2, color = "Estimated values of a"), size = 2) +
geom_point(aes(x = 1:nrow(data), y = categorized_copy_number, color = "True value of a"), size = 2) +
geom_segment(aes(x = 1:nrow(data), xend = 1:nrow(data),
y = estimated_copy_numbers_2, yend = categorized_copy_number), color = "grey") +
scale_color_manual(values = c("Estimated values of a" = "purple", "True value of a" = "blue3")) +
ggtitle("Comparison between true values of a and estimated values of a") +
xlab("Index") +
ylab("Values") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 14, face = "bold"),
axis.title.x = element_text(size = 12),
axis.title.y = element_text(size = 12),
legend.position = "bottom",
legend.title = element_blank()
)
print(plot)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p><br></p>
<p>The histogram and boxplot of differences between the true and
estimated values further indicate the estimator’s performance. The
median difference of 0.1473 and a relatively low standard deviation of
differences at 0.1237 confirm that the discrepancies between estimated
and true values are modest for most observations.</p>
<p>However, the presence of some outliers, as evidenced by the maximum
difference reaching up to about 1.5329, suggests that the estimator can
occasionally deviate significantly from the true values. This could be a
result of particular data points where the model assumptions may not
hold or external factors that were not accounted for in the model.</p>
<p>Overall, the estimator seems sufficiently reliable for estimating
genomic copy numbers in this context, given its generally tight
clustering around the true values and modest variability. Nevertheless,
attention should be paid to outliers and potential model improvements
could be considered to address these deviations, ensuring even more
robust estimations in future analyses.</p>
<p><br></p>
</div>
<div id="part-4" class="section level2">
<h2>Part 4</h2>
<p><br></p>
<p>We can use several methods to try to find the value of v and have a
more precise estimate of the number of copies.</p>
<p>We can use simulation method : we choose several values of v randomly
and apply them to our code to have a visualization with each of them, in
order to find which visualization is closest to our true number of
copies and to be able to find an approximate value of v.</p>
<p>We can use method of moments.</p>
<p>We can isolate <span class="math inline">\(\eta_{i}\)</span> in <span class="math inline">\(\lambda_{i} = a_{i} \times f(gc_{i}) \times
\eta_{i}\)</span> and we calculate the variance.</p>
<p><br></p>
</div>
<div id="short-summary" class="section level2">
<h2>Short summary</h2>
<p><br></p>
<p>After all our research we have deduced that the estimator was rather
of good quality by calculating the average of the differences between
the true and the predicted values. We also calculated the proximity with
the number 1 which was the ideal number of copies for the Y model and
noticed that a small proportion was very close to it . Finally we can
use some methods in order to try to find the values of v and have a more
precise estimate.</p>
<p><br></p>
</div>
</div>
<script>
// add bootstrap table styles to pandoc tables
function bootstrapStylePandocTables() {
$('tr.odd').parent('tbody').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 -->
<script>
$(document).ready(function () {
window.initializeCodeFolding("show" === "show");
});
</script>
<!-- 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>