analysis_posterior_pred_checks.html 1.5 MB

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) 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  49. </script>
  50. <style>h1 {font-size: 34px;}
  51. h1.title {font-size: 38px;}
  52. h2 {font-size: 30px;}
  53. h3 {font-size: 24px;}
  54. h4 {font-size: 18px;}
  55. h5 {font-size: 16px;}
  56. h6 {font-size: 12px;}
  57. code {color: inherit; background-color: rgba(0, 0, 0, 0.04);}
  58. pre:not([class]) { background-color: white }</style>
  59. <script>/*! jQuery UI - v1.11.4 - 2016-01-05
  60. * http://jqueryui.com
  61. * Includes: core.js, widget.js, mouse.js, position.js, draggable.js, droppable.js, resizable.js, selectable.js, sortable.js, accordion.js, autocomplete.js, button.js, dialog.js, menu.js, progressbar.js, selectmenu.js, slider.js, spinner.js, tabs.js, tooltip.js, effect.js, effect-blind.js, effect-bounce.js, effect-clip.js, effect-drop.js, effect-explode.js, effect-fade.js, effect-fold.js, effect-highlight.js, effect-puff.js, effect-pulsate.js, effect-scale.js, effect-shake.js, effect-size.js, effect-slide.js, effect-transfer.js
  62. * Copyright jQuery Foundation and other contributors; Licensed MIT */
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this._mouseUp(t)}return(t.which||t.button)&&(this._mouseMoved=!0),this._mouseStarted?(this._mouseDrag(t),t.preventDefault()):(this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(this._mouseDownEvent,t)!==!1,this._mouseStarted?this._mouseDrag(t):this._mouseUp(t)),!this._mouseStarted)},_mouseUp:function(t){return this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,t.target===this._mouseDownEvent.target&&e.data(t.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(t)),o=!1,!1},_mouseDistanceMet:function(e){return Math.max(Math.abs(this._mouseDownEvent.pageX-e.pageX),Math.abs(this._mouseDownEvent.pageY-e.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),function(){function 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
  64. })),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return 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parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
  65. i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
  66. t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
  67. },_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});</script>
  70. <style type="text/css">
  71. .tocify {
  72. width: 20%;
  73. max-height: 90%;
  74. overflow: auto;
  75. margin-left: 2%;
  76. position: fixed;
  77. border: 1px solid #ccc;
  78. border-radius: 6px;
  79. }
  80. .tocify ul, .tocify li {
  81. list-style: none;
  82. margin: 0;
  83. padding: 0;
  84. border: none;
  85. line-height: 30px;
  86. }
  87. .tocify-header {
  88. text-indent: 10px;
  89. }
  90. .tocify-subheader {
  91. text-indent: 20px;
  92. display: none;
  93. }
  94. .tocify-subheader li {
  95. font-size: 12px;
  96. }
  97. .tocify-subheader .tocify-subheader {
  98. text-indent: 30px;
  99. }
  100. .tocify-subheader .tocify-subheader .tocify-subheader {
  101. text-indent: 40px;
  102. }
  103. .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
  104. text-indent: 50px;
  105. }
  106. .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
  107. text-indent: 60px;
  108. }
  109. .tocify .tocify-item > a, .tocify .nav-list .nav-header {
  110. margin: 0px;
  111. }
  112. .tocify .tocify-item a, .tocify .list-group-item {
  113. padding: 5px;
  114. }
  115. .tocify .nav-pills > li {
  116. float: none;
  117. }
  118. </style>
  119. <script>/* jquery Tocify - v1.9.1 - 2013-10-22
  120. * http://www.gregfranko.com/jquery.tocify.js/
  121. * Copyright (c) 2013 Greg Franko; Licensed MIT */
  122. // Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic. I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
  123. (function(tocify) {
  124. // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
  125. "use strict";
  126. // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
  127. tocify(window.jQuery, window, document);
  128. }
  129. // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable. The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set. All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  130. (function($, window, document, undefined) {
  131. // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
  132. "use strict";
  133. var tocClassName = "tocify",
  134. tocClass = "." + tocClassName,
  135. tocFocusClassName = "tocify-focus",
  136. tocHoverClassName = "tocify-hover",
  137. hideTocClassName = "tocify-hide",
  138. hideTocClass = "." + hideTocClassName,
  139. headerClassName = "tocify-header",
  140. headerClass = "." + headerClassName,
  141. subheaderClassName = "tocify-subheader",
  142. subheaderClass = "." + subheaderClassName,
  143. itemClassName = "tocify-item",
  144. itemClass = "." + itemClassName,
  145. extendPageClassName = "tocify-extend-page",
  146. extendPageClass = "." + extendPageClassName;
  147. // Calling the jQueryUI Widget Factory Method
  148. $.widget("toc.tocify", {
  149. //Plugin version
  150. version: "1.9.1",
  151. // These options will be used as defaults
  152. options: {
  153. // **context**: Accepts String: Any jQuery selector
  154. // The container element that holds all of the elements used to generate the table of contents
  155. context: "body",
  156. // **ignoreSelector**: Accepts String: Any jQuery selector
  157. // A selector to any element that would be matched by selectors that you wish to be ignored
  158. ignoreSelector: null,
  159. // **selectors**: Accepts an Array of Strings: Any jQuery selectors
  160. // The element's used to generate the table of contents. The order is very important since it will determine the table of content's nesting structure
  161. selectors: "h1, h2, h3",
  162. // **showAndHide**: Accepts a boolean: true or false
  163. // Used to determine if elements should be shown and hidden
  164. showAndHide: true,
  165. // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
  166. // Used to display any of the table of contents nested items
  167. showEffect: "slideDown",
  168. // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
  169. // The time duration of the show animation
  170. showEffectSpeed: "medium",
  171. // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
  172. // Used to hide any of the table of contents nested items
  173. hideEffect: "slideUp",
  174. // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
  175. // The time duration of the hide animation
  176. hideEffectSpeed: "medium",
  177. // **smoothScroll**: Accepts a boolean: true or false
  178. // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
  179. smoothScroll: true,
  180. // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
  181. // The time duration of the smoothScroll animation
  182. smoothScrollSpeed: "medium",
  183. // **scrollTo**: Accepts Number (pixels)
  184. // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
  185. scrollTo: 0,
  186. // **showAndHideOnScroll**: Accepts a boolean: true or false
  187. // Determines if table of contents nested items should be shown and hidden while scrolling
  188. showAndHideOnScroll: true,
  189. // **highlightOnScroll**: Accepts a boolean: true or false
  190. // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
  191. highlightOnScroll: true,
  192. // **highlightOffset**: Accepts a number
  193. // The offset distance in pixels to trigger the next active table of contents item
  194. highlightOffset: 40,
  195. // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
  196. // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
  197. theme: "bootstrap",
  198. // **extendPage**: Accepts a boolean: true or false
  199. // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
  200. extendPage: true,
  201. // **extendPageOffset**: Accepts a number: pixels
  202. // How close to the bottom of the page a user must scroll before the page is extended
  203. extendPageOffset: 100,
  204. // **history**: Accepts a boolean: true or false
  205. // Adds a hash to the page url to maintain history
  206. history: true,
  207. // **scrollHistory**: Accepts a boolean: true or false
  208. // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
  209. scrollHistory: false,
  210. // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
  211. // # character) will be generated.
  212. //
  213. // "compact" (default) - #CompressesEverythingTogether
  214. // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
  215. // function(text, element){} - Your own hash generation function that accepts the text as an
  216. // argument, and returns the hash value.
  217. hashGenerator: "compact",
  218. // **highlightDefault**: Accepts a boolean: true or false
  219. // Set's the first TOC item as active if no other TOC item is active.
  220. highlightDefault: true
  221. },
  222. // _Create
  223. // -------
  224. // Constructs the plugin. Only called once.
  225. _create: function() {
  226. var self = this;
  227. self.extendPageScroll = true;
  228. // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
  229. self.items = [];
  230. // Generates the HTML for the dynamic table of contents
  231. self._generateToc();
  232. // Adds CSS classes to the newly generated table of contents HTML
  233. self._addCSSClasses();
  234. self.webkit = (function() {
  235. for (var prop in window) {
  236. if (prop) {
  237. if (prop.toLowerCase().indexOf("webkit") !== -1) {
  238. return true;
  239. }
  240. }
  241. }
  242. return false;
  243. }());
  244. // Adds jQuery event handlers to the newly generated table of contents
  245. self._setEventHandlers();
  246. // Binding to the Window load event to make sure the correct scrollTop is calculated
  247. $(window).on("load", function() {
  248. // Sets the active TOC item
  249. self._setActiveElement(true);
  250. // Once all animations on the page are complete, this callback function will be called
  251. $("html, body").promise().done(function() {
  252. setTimeout(function() {
  253. self.extendPageScroll = false;
  254. }, 0);
  255. });
  256. });
  257. },
  258. // _generateToc
  259. // ------------
  260. // Generates the HTML for the dynamic table of contents
  261. _generateToc: function() {
  262. // _Local variables_
  263. // Stores the plugin context in the self variable
  264. var self = this,
  265. // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
  266. firstElem,
  267. // Instantiated variable that will store the top level newly created unordered list DOM element
  268. ul,
  269. ignoreSelector = self.options.ignoreSelector;
  270. // Determine the element to start the toc with
  271. // get all the top level selectors
  272. firstElem = [];
  273. var selectors = this.options.selectors.replace(/ /g, "").split(",");
  274. // find the first set that have at least one non-ignored element
  275. for(var i = 0; i < selectors.length; i++) {
  276. var foundSelectors = $(this.options.context).find(selectors[i]);
  277. for (var s = 0; s < foundSelectors.length; s++) {
  278. if (!$(foundSelectors[s]).is(ignoreSelector)) {
  279. firstElem = foundSelectors;
  280. break;
  281. }
  282. }
  283. if (firstElem.length> 0)
  284. break;
  285. }
  286. if (!firstElem.length) {
  287. self.element.addClass(hideTocClassName);
  288. return;
  289. }
  290. self.element.addClass(tocClassName);
  291. // Loops through each top level selector
  292. firstElem.each(function(index) {
  293. //If the element matches the ignoreSelector then we skip it
  294. if ($(this).is(ignoreSelector)) {
  295. return;
  296. }
  297. // Creates an unordered list HTML element and adds a dynamic ID and standard class name
  298. ul = $("<ul/>", {
  299. "id": headerClassName + index,
  300. "class": headerClassName
  301. }).
  302. // Appends a top level list item HTML element to the previously created HTML header
  303. append(self._nestElements($(this), index));
  304. // Add the created unordered list element to the HTML element calling the plugin
  305. self.element.append(ul);
  306. // Finds all of the HTML tags between the header and subheader elements
  307. $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
  308. // If there are no nested subheader elemements
  309. if ($(this).find(self.options.selectors).length === 0) {
  310. // Loops through all of the subheader elements
  311. $(this).filter(self.options.selectors).each(function() {
  312. //If the element matches the ignoreSelector then we skip it
  313. if ($(this).is(ignoreSelector)) {
  314. return;
  315. }
  316. self._appendSubheaders.call(this, self, ul);
  317. });
  318. }
  319. // If there are nested subheader elements
  320. else {
  321. // Loops through all of the subheader elements
  322. $(this).find(self.options.selectors).each(function() {
  323. //If the element matches the ignoreSelector then we skip it
  324. if ($(this).is(ignoreSelector)) {
  325. return;
  326. }
  327. self._appendSubheaders.call(this, self, ul);
  328. });
  329. }
  330. });
  331. });
  332. },
  333. _setActiveElement: function(pageload) {
  334. var self = this,
  335. hash = window.location.hash.substring(1),
  336. elem = self.element.find('li[data-unique="' + hash + '"]');
  337. if (hash.length) {
  338. // Removes highlighting from all of the list item's
  339. self.element.find("." + self.focusClass).removeClass(self.focusClass);
  340. // Highlights the current list item that was clicked
  341. elem.addClass(self.focusClass);
  342. // Triggers the click event on the currently focused TOC item
  343. elem.click();
  344. } else {
  345. // Removes highlighting from all of the list item's
  346. self.element.find("." + self.focusClass).removeClass(self.focusClass);
  347. if (!hash.length && pageload && self.options.highlightDefault) {
  348. // Highlights the first TOC item if no other items are highlighted
  349. self.element.find(itemClass).first().addClass(self.focusClass);
  350. }
  351. }
  352. return self;
  353. },
  354. // _nestElements
  355. // -------------
  356. // Helps create the table of contents list by appending nested list items
  357. _nestElements: function(self, index) {
  358. var arr, item, hashValue;
  359. arr = $.grep(this.items, function(item) {
  360. return item === self.text();
  361. });
  362. // If there is already a duplicate TOC item
  363. if (arr.length) {
  364. // Adds the current TOC item text and index (for slight randomization) to the internal array
  365. this.items.push(self.text() + index);
  366. }
  367. // If there not a duplicate TOC item
  368. else {
  369. // Adds the current TOC item text to the internal array
  370. this.items.push(self.text());
  371. }
  372. hashValue = this._generateHashValue(arr, self, index);
  373. // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
  374. item = $("<li/>", {
  375. // Sets a common class name to the list item
  376. "class": itemClassName,
  377. "data-unique": hashValue
  378. });
  379. if (this.options.theme !== "bootstrap3") {
  380. item.append($("<a/>", {
  381. "html": self.html()
  382. }));
  383. } else {
  384. item.html(self.html());
  385. }
  386. // Adds an HTML anchor tag before the currently traversed HTML element
  387. self.before($("<div/>", {
  388. // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
  389. "name": hashValue,
  390. "data-unique": hashValue
  391. }));
  392. return item;
  393. },
  394. // _generateHashValue
  395. // ------------------
  396. // Generates the hash value that will be used to refer to each item.
  397. _generateHashValue: function(arr, self, index) {
  398. var hashValue = "",
  399. hashGeneratorOption = this.options.hashGenerator;
  400. if (hashGeneratorOption === "pretty") {
  401. // prettify the text
  402. hashValue = self.text().toLowerCase().replace(/\s/g, "-");
  403. // fix double hyphens
  404. while (hashValue.indexOf("--") > -1) {
  405. hashValue = hashValue.replace(/--/g, "-");
  406. }
  407. // fix colon-space instances
  408. while (hashValue.indexOf(":-") > -1) {
  409. hashValue = hashValue.replace(/:-/g, "-");
  410. }
  411. } else if (typeof hashGeneratorOption === "function") {
  412. // call the function
  413. hashValue = hashGeneratorOption(self.text(), self);
  414. } else {
  415. // compact - the default
  416. hashValue = self.text().replace(/\s/g, "");
  417. }
  418. // add the index if we need to
  419. if (arr.length) {
  420. hashValue += "" + index;
  421. }
  422. // return the value
  423. return hashValue;
  424. },
  425. // _appendElements
  426. // ---------------
  427. // Helps create the table of contents list by appending subheader elements
  428. _appendSubheaders: function(self, ul) {
  429. // The current element index
  430. var index = $(this).index(self.options.selectors),
  431. // Finds the previous header DOM element
  432. previousHeader = $(self.options.selectors).eq(index - 1),
  433. currentTagName = +$(this).prop("tagName").charAt(1),
  434. previousTagName = +previousHeader.prop("tagName").charAt(1),
  435. lastSubheader;
  436. // If the current header DOM element is smaller than the previous header DOM element or the first subheader
  437. if (currentTagName < previousTagName) {
  438. // Selects the last unordered list HTML found within the HTML element calling the plugin
  439. self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
  440. }
  441. // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
  442. else if (currentTagName === previousTagName) {
  443. ul.find(itemClass).last().after(self._nestElements($(this), index));
  444. } else {
  445. // Selects the last unordered list HTML found within the HTML element calling the plugin
  446. ul.find(itemClass).last().
  447. // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
  448. after($("<ul/>", {
  449. "class": subheaderClassName,
  450. "data-tag": currentTagName
  451. })).next(subheaderClass).
  452. // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
  453. append(self._nestElements($(this), index));
  454. }
  455. },
  456. // _setEventHandlers
  457. // ----------------
  458. // Adds jQuery event handlers to the newly generated table of contents
  459. _setEventHandlers: function() {
  460. // _Local variables_
  461. // Stores the plugin context in the self variable
  462. var self = this,
  463. // Instantiates a new variable that will be used to hold a specific element's context
  464. $self,
  465. // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
  466. duration;
  467. // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
  468. this.element.on("click.tocify", "li", function(event) {
  469. if (self.options.history) {
  470. window.location.hash = $(this).attr("data-unique");
  471. }
  472. // Removes highlighting from all of the list item's
  473. self.element.find("." + self.focusClass).removeClass(self.focusClass);
  474. // Highlights the current list item that was clicked
  475. $(this).addClass(self.focusClass);
  476. // If the showAndHide option is true
  477. if (self.options.showAndHide) {
  478. var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
  479. self._triggerShow(elem);
  480. }
  481. self._scrollTo($(this));
  482. });
  483. // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
  484. this.element.find("li").on({
  485. // Mouseenter event handler
  486. "mouseenter.tocify": function() {
  487. // Adds a hover CSS class to the current list item
  488. $(this).addClass(self.hoverClass);
  489. // Makes sure the cursor is set to the pointer icon
  490. $(this).css("cursor", "pointer");
  491. },
  492. // Mouseleave event handler
  493. "mouseleave.tocify": function() {
  494. if (self.options.theme !== "bootstrap") {
  495. // Removes the hover CSS class from the current list item
  496. $(this).removeClass(self.hoverClass);
  497. }
  498. }
  499. });
  500. // only attach handler if needed (expensive in IE)
  501. if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
  502. // Window scroll event handler
  503. $(window).on("scroll.tocify", function() {
  504. // Once all animations on the page are complete, this callback function will be called
  505. $("html, body").promise().done(function() {
  506. // Local variables
  507. // Stores how far the user has scrolled
  508. var winScrollTop = $(window).scrollTop(),
  509. // Stores the height of the window
  510. winHeight = $(window).height(),
  511. // Stores the height of the document
  512. docHeight = $(document).height(),
  513. scrollHeight = $("body")[0].scrollHeight,
  514. // Instantiates a variable that will be used to hold a selected HTML element
  515. elem,
  516. lastElem,
  517. lastElemOffset,
  518. currentElem;
  519. if (self.options.extendPage) {
  520. // If the user has scrolled to the bottom of the page and the last toc item is not focused
  521. if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
  522. if (!$(extendPageClass).length) {
  523. lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
  524. if (!lastElem.length) return;
  525. // Gets the top offset of the page header that is linked to the last toc item
  526. lastElemOffset = lastElem.offset().top;
  527. // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
  528. $(self.options.context).append($("<div/>", {
  529. "class": extendPageClassName,
  530. "height": Math.abs(lastElemOffset - winScrollTop) + "px",
  531. "data-unique": extendPageClassName
  532. }));
  533. if (self.extendPageScroll) {
  534. currentElem = self.element.find('li.' + self.focusClass);
  535. self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
  536. }
  537. }
  538. }
  539. }
  540. // The zero timeout ensures the following code is run after the scroll events
  541. setTimeout(function() {
  542. // _Local variables_
  543. // Stores the distance to the closest anchor
  544. var closestAnchorDistance = null,
  545. // Stores the index of the closest anchor
  546. closestAnchorIdx = null,
  547. // Keeps a reference to all anchors
  548. anchors = $(self.options.context).find("div[data-unique]"),
  549. anchorText;
  550. // Determines the index of the closest anchor
  551. anchors.each(function(idx) {
  552. var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
  553. if (closestAnchorDistance == null || distance < closestAnchorDistance) {
  554. closestAnchorDistance = distance;
  555. closestAnchorIdx = idx;
  556. } else {
  557. return false;
  558. }
  559. });
  560. anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
  561. // Stores the list item HTML element that corresponds to the currently traversed anchor tag
  562. elem = $('li[data-unique="' + anchorText + '"]');
  563. // If the `highlightOnScroll` option is true and a next element is found
  564. if (self.options.highlightOnScroll && elem.length) {
  565. // Removes highlighting from all of the list item's
  566. self.element.find("." + self.focusClass).removeClass(self.focusClass);
  567. // Highlights the corresponding list item
  568. elem.addClass(self.focusClass);
  569. }
  570. if (self.options.scrollHistory) {
  571. if (window.location.hash !== "#" + anchorText) {
  572. window.location.replace("#" + anchorText);
  573. }
  574. }
  575. // If the `showAndHideOnScroll` option is true
  576. if (self.options.showAndHideOnScroll && self.options.showAndHide) {
  577. self._triggerShow(elem, true);
  578. }
  579. }, 0);
  580. });
  581. });
  582. }
  583. },
  584. // Show
  585. // ----
  586. // Opens the current sub-header
  587. show: function(elem, scroll) {
  588. // Stores the plugin context in the `self` variable
  589. var self = this,
  590. element = elem;
  591. // If the sub-header is not already visible
  592. if (!elem.is(":visible")) {
  593. // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
  594. if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
  595. // Sets the current element to all of the subheaders within the current header
  596. elem = elem.parents(subheaderClass).add(elem);
  597. }
  598. // If the current element does not have any nested subheaders and is not a header
  599. else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
  600. // Sets the current element to the closest subheader
  601. elem = elem.closest(subheaderClass);
  602. }
  603. //Determines what jQuery effect to use
  604. switch (self.options.showEffect) {
  605. //Uses `no effect`
  606. case "none":
  607. elem.show();
  608. break;
  609. //Uses the jQuery `show` special effect
  610. case "show":
  611. elem.show(self.options.showEffectSpeed);
  612. break;
  613. //Uses the jQuery `slideDown` special effect
  614. case "slideDown":
  615. elem.slideDown(self.options.showEffectSpeed);
  616. break;
  617. //Uses the jQuery `fadeIn` special effect
  618. case "fadeIn":
  619. elem.fadeIn(self.options.showEffectSpeed);
  620. break;
  621. //If none of the above options were passed, then a `jQueryUI show effect` is expected
  622. default:
  623. elem.show();
  624. break;
  625. }
  626. }
  627. // If the current subheader parent element is a header
  628. if (elem.parent().is(headerClass)) {
  629. // Hides all non-active sub-headers
  630. self.hide($(subheaderClass).not(elem));
  631. }
  632. // If the current subheader parent element is not a header
  633. else {
  634. // Hides all non-active sub-headers
  635. self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
  636. }
  637. // Maintains chainablity
  638. return self;
  639. },
  640. // Hide
  641. // ----
  642. // Closes the current sub-header
  643. hide: function(elem) {
  644. // Stores the plugin context in the `self` variable
  645. var self = this;
  646. //Determines what jQuery effect to use
  647. switch (self.options.hideEffect) {
  648. // Uses `no effect`
  649. case "none":
  650. elem.hide();
  651. break;
  652. // Uses the jQuery `hide` special effect
  653. case "hide":
  654. elem.hide(self.options.hideEffectSpeed);
  655. break;
  656. // Uses the jQuery `slideUp` special effect
  657. case "slideUp":
  658. elem.slideUp(self.options.hideEffectSpeed);
  659. break;
  660. // Uses the jQuery `fadeOut` special effect
  661. case "fadeOut":
  662. elem.fadeOut(self.options.hideEffectSpeed);
  663. break;
  664. // If none of the above options were passed, then a `jqueryUI hide effect` is expected
  665. default:
  666. elem.hide();
  667. break;
  668. }
  669. // Maintains chainablity
  670. return self;
  671. },
  672. // _triggerShow
  673. // ------------
  674. // Determines what elements get shown on scroll and click
  675. _triggerShow: function(elem, scroll) {
  676. var self = this;
  677. // If the current element's parent is a header element or the next element is a nested subheader element
  678. if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
  679. // Shows the next sub-header element
  680. self.show(elem.next(subheaderClass), scroll);
  681. }
  682. // If the current element's parent is a subheader element
  683. else if (elem.parent().is(subheaderClass)) {
  684. // Shows the parent sub-header element
  685. self.show(elem.parent(), scroll);
  686. }
  687. // Maintains chainability
  688. return self;
  689. },
  690. // _addCSSClasses
  691. // --------------
  692. // Adds CSS classes to the newly generated table of contents HTML
  693. _addCSSClasses: function() {
  694. // If the user wants a jqueryUI theme
  695. if (this.options.theme === "jqueryui") {
  696. this.focusClass = "ui-state-default";
  697. this.hoverClass = "ui-state-hover";
  698. //Adds the default styling to the dropdown list
  699. this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");
  700. }
  701. // If the user wants a twitterBootstrap theme
  702. else if (this.options.theme === "bootstrap") {
  703. this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");
  704. this.focusClass = "active";
  705. }
  706. // If the user wants a twitterBootstrap theme
  707. else if (this.options.theme === "bootstrap3") {
  708. this.element.find(headerClass + "," + subheaderClass).addClass("list-group");
  709. this.element.find(itemClass).addClass("list-group-item");
  710. this.focusClass = "active";
  711. }
  712. // If a user does not want a prebuilt theme
  713. else {
  714. // Adds more neutral classes (instead of jqueryui)
  715. this.focusClass = tocFocusClassName;
  716. this.hoverClass = tocHoverClassName;
  717. }
  718. //Maintains chainability
  719. return this;
  720. },
  721. // setOption
  722. // ---------
  723. // Sets a single Tocify option after the plugin is invoked
  724. setOption: function() {
  725. // Calls the jQueryUI Widget Factory setOption method
  726. $.Widget.prototype._setOption.apply(this, arguments);
  727. },
  728. // setOptions
  729. // ----------
  730. // Sets a single or multiple Tocify options after the plugin is invoked
  731. setOptions: function() {
  732. // Calls the jQueryUI Widget Factory setOptions method
  733. $.Widget.prototype._setOptions.apply(this, arguments);
  734. },
  735. // _scrollTo
  736. // ---------
  737. // Scrolls to a specific element
  738. _scrollTo: function(elem) {
  739. var self = this,
  740. duration = self.options.smoothScroll || 0,
  741. scrollTo = self.options.scrollTo,
  742. currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');
  743. if (!currentDiv.length) {
  744. return self;
  745. }
  746. // Once all animations on the page are complete, this callback function will be called
  747. $("html, body").promise().done(function() {
  748. // Animates the html and body element scrolltops
  749. $("html, body").animate({
  750. // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
  751. "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"
  752. }, {
  753. // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
  754. "duration": duration
  755. });
  756. });
  757. // Maintains chainability
  758. return self;
  759. }
  760. });
  761. })); //end of plugin
  762. </script>
  763. <script>
  764. /**
  765. * jQuery Plugin: Sticky Tabs
  766. *
  767. * @author Aidan Lister <aidan@php.net>
  768. * adapted by Ruben Arslan to activate parent tabs too
  769. * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
  770. */
  771. (function($) {
  772. "use strict";
  773. $.fn.rmarkdownStickyTabs = function() {
  774. var context = this;
  775. // Show the tab corresponding with the hash in the URL, or the first tab
  776. var showStuffFromHash = function() {
  777. var hash = window.location.hash;
  778. var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
  779. var $selector = $(selector, context);
  780. if($selector.data('toggle') === "tab") {
  781. $selector.tab('show');
  782. // walk up the ancestors of this element, show any hidden tabs
  783. $selector.parents('.section.tabset').each(function(i, elm) {
  784. var link = $('a[href="#' + $(elm).attr('id') + '"]');
  785. if(link.data('toggle') === "tab") {
  786. link.tab("show");
  787. }
  788. });
  789. }
  790. };
  791. // Set the correct tab when the page loads
  792. showStuffFromHash(context);
  793. // Set the correct tab when a user uses their back/forward button
  794. $(window).on('hashchange', function() {
  795. showStuffFromHash(context);
  796. });
  797. // Change the URL when tabs are clicked
  798. $('a', context).on('click', function(e) {
  799. history.pushState(null, null, this.href);
  800. showStuffFromHash(context);
  801. });
  802. return this;
  803. };
  804. }(jQuery));
  805. window.buildTabsets = function(tocID) {
  806. // build a tabset from a section div with the .tabset class
  807. function buildTabset(tabset) {
  808. // check for fade and pills options
  809. var fade = tabset.hasClass("tabset-fade");
  810. var pills = tabset.hasClass("tabset-pills");
  811. var navClass = pills ? "nav-pills" : "nav-tabs";
  812. // determine the heading level of the tabset and tabs
  813. var match = tabset.attr('class').match(/level(\d) /);
  814. if (match === null)
  815. return;
  816. var tabsetLevel = Number(match[1]);
  817. var tabLevel = tabsetLevel + 1;
  818. // find all subheadings immediately below
  819. var tabs = tabset.find("div.section.level" + tabLevel);
  820. if (!tabs.length)
  821. return;
  822. // create tablist and tab-content elements
  823. var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
  824. $(tabs[0]).before(tabList);
  825. var tabContent = $('<div class="tab-content"></div>');
  826. $(tabs[0]).before(tabContent);
  827. // build the tabset
  828. var activeTab = 0;
  829. tabs.each(function(i) {
  830. // get the tab div
  831. var tab = $(tabs[i]);
  832. // get the id then sanitize it for use with bootstrap tabs
  833. var id = tab.attr('id');
  834. // see if this is marked as the active tab
  835. if (tab.hasClass('active'))
  836. activeTab = i;
  837. // remove any table of contents entries associated with
  838. // this ID (since we'll be removing the heading element)
  839. $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
  840. // sanitize the id for use with bootstrap tabs
  841. id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
  842. tab.attr('id', id);
  843. // get the heading element within it, grab it's text, then remove it
  844. var heading = tab.find('h' + tabLevel + ':first');
  845. var headingText = heading.html();
  846. heading.remove();
  847. // build and append the tab list item
  848. var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
  849. a.attr('href', '#' + id);
  850. a.attr('aria-controls', id);
  851. var li = $('<li role="presentation"></li>');
  852. li.append(a);
  853. tabList.append(li);
  854. // set it's attributes
  855. tab.attr('role', 'tabpanel');
  856. tab.addClass('tab-pane');
  857. tab.addClass('tabbed-pane');
  858. if (fade)
  859. tab.addClass('fade');
  860. // move it into the tab content div
  861. tab.detach().appendTo(tabContent);
  862. });
  863. // set active tab
  864. $(tabList.children('li')[activeTab]).addClass('active');
  865. var active = $(tabContent.children('div.section')[activeTab]);
  866. active.addClass('active');
  867. if (fade)
  868. active.addClass('in');
  869. if (tabset.hasClass("tabset-sticky"))
  870. tabset.rmarkdownStickyTabs();
  871. }
  872. // convert section divs with the .tabset class to tabsets
  873. var tabsets = $("div.section.tabset");
  874. tabsets.each(function(i) {
  875. buildTabset($(tabsets[i]));
  876. });
  877. };
  878. </script>
  879. <script>
  880. window.initializeCodeFolding = function(show) {
  881. // handlers for show-all and hide all
  882. $("#rmd-show-all-code").click(function() {
  883. $('div.r-code-collapse').each(function() {
  884. $(this).collapse('show');
  885. });
  886. });
  887. $("#rmd-hide-all-code").click(function() {
  888. $('div.r-code-collapse').each(function() {
  889. $(this).collapse('hide');
  890. });
  891. });
  892. // index for unique code element ids
  893. var currentIndex = 1;
  894. // select all R code blocks
  895. var rCodeBlocks = $('pre.r, pre.python, pre.bash, pre.sql, pre.cpp, pre.stan, pre.julia, pre.foldable');
  896. rCodeBlocks.each(function() {
  897. // skip if the block has fold-none class
  898. if ($(this).hasClass('fold-none')) return;
  899. // create a collapsable div to wrap the code in
  900. var div = $('<div class="collapse r-code-collapse"></div>');
  901. var showThis = (show || $(this).hasClass('fold-show')) && !$(this).hasClass('fold-hide');
  902. var id = 'rcode-643E0F36' + currentIndex++;
  903. div.attr('id', id);
  904. $(this).before(div);
  905. $(this).detach().appendTo(div);
  906. // add a show code button right above
  907. var showCodeText = $('<span>' + (showThis ? 'Hide' : 'Code') + '</span>');
  908. var showCodeButton = $('<button type="button" class="btn btn-default btn-xs btn-secondary btn-sm code-folding-btn pull-right float-right"></button>');
  909. showCodeButton.append(showCodeText);
  910. showCodeButton
  911. .attr('data-toggle', 'collapse')
  912. .attr('data-bs-toggle', 'collapse') // BS5
  913. .attr('data-target', '#' + id)
  914. .attr('data-bs-target', '#' + id) // BS5
  915. .attr('aria-expanded', showThis)
  916. .attr('aria-controls', id);
  917. var buttonRow = $('<div class="row"></div>');
  918. var buttonCol = $('<div class="col-md-12"></div>');
  919. buttonCol.append(showCodeButton);
  920. buttonRow.append(buttonCol);
  921. div.before(buttonRow);
  922. // show the div if necessary
  923. if (showThis) div.collapse('show');
  924. // update state of button on show/hide
  925. // * Change text
  926. // * add a class for intermediate states styling
  927. div.on('hide.bs.collapse', function () {
  928. showCodeText.text('Code');
  929. showCodeButton.addClass('btn-collapsing');
  930. });
  931. div.on('hidden.bs.collapse', function () {
  932. showCodeButton.removeClass('btn-collapsing');
  933. });
  934. div.on('show.bs.collapse', function () {
  935. showCodeText.text('Hide');
  936. showCodeButton.addClass('btn-expanding');
  937. });
  938. div.on('shown.bs.collapse', function () {
  939. showCodeButton.removeClass('btn-expanding');
  940. });
  941. });
  942. }
  943. </script>
  944. <style type="text/css">.hljs-literal {
  945. color: #990073;
  946. }
  947. .hljs-number {
  948. color: #099;
  949. }
  950. .hljs-comment {
  951. color: #998;
  952. font-style: italic;
  953. }
  954. .hljs-keyword {
  955. color: #900;
  956. font-weight: bold;
  957. }
  958. .hljs-string {
  959. color: #d14;
  960. }
  961. </style>
  962. <script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
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  1142. <h1 class="title toc-ignore">Posterior Predictive Checks</h1>
  1143. </div>
  1144. <div id="setup" class="section level1">
  1145. <h1>Setup</h1>
  1146. <pre class="r"><code>library(here)
  1147. library(data.table)
  1148. library(magrittr)
  1149. library(car)
  1150. library(MASS)
  1151. # Get repo path
  1152. base_path = file.path(here::here(),
  1153. fsep = .Platform$file.sep)
  1154. # Source own functions
  1155. source_path = file.path(base_path, &#39;code&#39;, fsep = .Platform$file.sep)
  1156. source(file.path(source_path, &#39;utils&#39;, &#39;Load_model_fits_new.R&#39;, fsep = .Platform$file.sep))
  1157. source(file.path(source_path, &#39;utils&#39;, &#39;Add_comp.R&#39;, fsep = .Platform$file.sep))
  1158. source(file.path(source_path, &#39;utils&#39;, &#39;Get_running_avg.R&#39;, fsep = .Platform$file.sep))
  1159. source(file.path(source_path, &#39;utils&#39;, &#39;Neurocodify_plot.R&#39;, fsep = .Platform$file.sep))
  1160. source(file.path(source_path, &#39;utils&#39;, &#39;Prepare_data_for_plot.R&#39;, fsep = .Platform$file.sep))
  1161. source(file.path(source_path, &#39;utils&#39;, &#39;Get_plot_guides.R&#39;, fsep = .Platform$file.sep))
  1162. # Get own color/guide theme
  1163. custom_guides = Get_plot_guides()
  1164. # Glob files based on naming pattern
  1165. files_pattern = file.path(base_path, &#39;derivatives&#39;, &#39;posterior_pred_checks&#39;, &#39;postpred-*_model-*.tsv&#39;,
  1166. fsep = .Platform$file.sep)
  1167. files = Sys.glob(files_pattern)
  1168. # Function to load text files (.tsv)
  1169. Load_tsv = function(file_path){
  1170. tsv = data.table::fread(file_path,
  1171. sep = &#39;\t&#39;,
  1172. na.strings = &#39;n/a&#39;)
  1173. return(tsv)
  1174. }
  1175. # Get list of all text files using parallel processing
  1176. data_list = parallel::mclapply(X = files,
  1177. FUN = Load_tsv,
  1178. mc.cores = 4)
  1179. # Bind individual list entries (loaded text files) to single data frame
  1180. # (using optimized bind function by data.table package)
  1181. data = data.table::rbindlist(data_list)</code></pre>
  1182. </div>
  1183. <div id="checks" class="section level1">
  1184. <h1>Checks</h1>
  1185. <pre class="r"><code># Load model fitting data to check if correct parameters were used for PPC
  1186. data_fitting = Load_model_fits_new()
  1187. fit_params = data_fitting %&gt;%
  1188. .[starting_values == &#39;random&#39;,] %&gt;%
  1189. .[variable == &#39;coefs&#39;,] %&gt;%
  1190. # Exclude betas weights based in z-scored predictors (could not be used in
  1191. # data simulation for posterior pred checks)
  1192. .[substr(x, 0, 2) != &#39;z_&#39;, ] %&gt;%
  1193. # Recode beta weight names
  1194. .[x == &#39;(Intercept)&#39;, names := &#39;b0&#39;] %&gt;%
  1195. .[x == &#39;V1&#39;, names := &#39;b1&#39;] %&gt;%
  1196. .[x == &#39;V2&#39;, names := &#39;b2&#39;] %&gt;%
  1197. .[x == &#39;V1u&#39;, names := &#39;b3&#39;] %&gt;%
  1198. .[x == &#39;V2u&#39;, names := &#39;b4&#39;] %&gt;%
  1199. .[is.na(names), names := paste0(&#39;x&#39;, seq(.N)),
  1200. by = c(&#39;participant_id&#39;, &#39;model&#39;)] %&gt;%
  1201. .[, c(&#39;participant_id&#39;, &#39;model&#39;, &#39;names&#39;, &#39;value&#39;)] %&gt;%
  1202. .[, (c(&#39;participant_id&#39;, &#39;model&#39;, &#39;names&#39;)) := lapply(.SD, factor), .SDcols = c(&#39;participant_id&#39;, &#39;model&#39;, &#39;names&#39;)] %&gt;%
  1203. data.table::setnames(old = &#39;value&#39;, new = &#39;value_fit&#39;)
  1204. # Get parameters used for simulation (model parameters and regression betas)
  1205. sim_params = data %&gt;%
  1206. .[,.(x1 = unique(x1),
  1207. x2 = unique(x2),
  1208. x3 = unique(x3),
  1209. x4 = unique(x4),
  1210. b0 = unique(b0),
  1211. b1 = unique(b1),
  1212. b2 = unique(b2),
  1213. b3 = unique(b3),
  1214. b4 = unique(b4)),
  1215. by = c(&#39;participant_id&#39;, &#39;model&#39;)] %&gt;%
  1216. data.table::melt(id.vars = c(&#39;participant_id&#39;, &#39;model&#39;),
  1217. variable.name = &#39;names&#39;) %&gt;%
  1218. .[!is.na(value),] %&gt;%
  1219. data.table::setorder(participant_id, model, names) %&gt;%
  1220. data.table::setnames(old = &#39;value&#39;, new = &#39;value_sim&#39;)
  1221. # Check if parameters used to simulate posterior predictive check match the
  1222. # parameters that resulted from model fitting for each participant and model
  1223. check = data.table::merge.data.table(fit_params,
  1224. sim_params,
  1225. by = c(&#39;participant_id&#39;, &#39;model&#39;, &#39;names&#39;)) %&gt;%
  1226. .[, value_fit := round(value_fit, 5)] %&gt;%
  1227. .[, value_sim := round(value_sim, 5)] %&gt;%
  1228. .[, check := value_fit == value_sim]
  1229. # Show all fails where simulation parameters do not match fit parameters
  1230. # (should be empty table)
  1231. fails = check[check != TRUE,]
  1232. fails</code></pre>
  1233. <pre><code>## Empty data.table (0 rows and 6 cols): participant_id,model,names,value_fit,value_sim,check</code></pre>
  1234. </div>
  1235. <div id="choice-comparison" class="section level1">
  1236. <h1>Choice comparison</h1>
  1237. <pre class="r"><code>data_choicecomp = data</code></pre>
  1238. </div>
  1239. <div id="value-comparison" class="section level1">
  1240. <h1>Value comparison</h1>
  1241. <pre class="r"><code># Load modeldata (from model fitting)
  1242. files_pattern = file.path(base_path, &#39;derivatives&#39;, &#39;model_fitting&#39;, &#39;modeldata-*_sv-random.tsv&#39;,
  1243. fsep = .Platform$file.sep)
  1244. files = Sys.glob(files_pattern)
  1245. # Get list of all text files using parallel processing
  1246. data_list = parallel::mclapply(X = files,
  1247. FUN = Load_tsv,
  1248. mc.cores = 4)
  1249. # Bind individual list entries (loaded text files) to single data frame
  1250. # (using optimized bind function by data.table package)
  1251. modeldata_fit = data.table::rbindlist(data_list)
  1252. # key columns
  1253. cols = c(&#39;participant_id&#39;, &#39;model&#39;, &#39;run&#39;, &#39;trial&#39;, &#39;option_left&#39;,
  1254. &#39;option_right&#39;, &#39;is_rare&#39;, &#39;reward_stim_1&#39;, &#39;reward_stim_2&#39;, &#39;trial_type&#39;,
  1255. &#39;forced&#39;, &#39;choice&#39;, &#39;option_choice&#39;, &#39;outcome&#39;,
  1256. &#39;value_low&#39;, &#39;value_mid&#39;, &#39;value_high&#39;)
  1257. data_real = modeldata_fit[, ..cols] %&gt;%
  1258. .[, datatype := &#39;participant&#39;]
  1259. data_pred = data %&gt;%
  1260. .[, choice := &#39;left&#39;] %&gt;%
  1261. .[model_choice_side == 2, choice := &#39;right&#39;] %&gt;%
  1262. .[, &#39;:=&#39;(option_choice = model_choice_option,
  1263. outcome = model_outcome,
  1264. value_low = val_b_1,
  1265. value_mid = val_b_2,
  1266. value_high = val_b_3)] %&gt;%
  1267. .[, ..cols] %&gt;%
  1268. .[, datatype := &#39;prediction&#39;]
  1269. data_ppc = rbind(data_real, data_pred) %&gt;%
  1270. .[, datatype := factor(datatype)] %&gt;%
  1271. data.table::setorder(participant_id, model, trial, datatype)</code></pre>
  1272. <hr />
  1273. </div>
  1274. <div id="critical-behavioral-effect-cbe-in-predictions" class="section level1">
  1275. <h1>Critical behavioral effect (CBE) in predictions</h1>
  1276. <pre class="r"><code># Load windowrize data
  1277. file_pattern = file.path(base_path, &#39;derivatives&#39;, &#39;posterior_pred_checks&#39;,
  1278. paste0(&#39;windowrizepred-*.tsv&#39;),
  1279. fsep = .Platform$file.sep)
  1280. files = Sys.glob(file_pattern)
  1281. window_data_run = data.table::data.table()
  1282. for(file in files){
  1283. temp = data.table::fread(file, sep = &#39;\t&#39;, na.strings = &#39;n/a&#39;)
  1284. window_data_run = rbind(window_data_run, temp)
  1285. }
  1286. # Add group information
  1287. groupinfo = modeldata_fit[, .(group = unique(group)),
  1288. by = c(&#39;participant_id&#39;)]
  1289. window_data_run = data.table::merge.data.table(window_data_run,
  1290. groupinfo)
  1291. # Get mean across runs
  1292. window_data_participant = window_data_run %&gt;%
  1293. .[, .(accuracy = mean(mean_accuracy, na.rm = TRUE)),
  1294. by = c(&#39;participant_id&#39;, &#39;group&#39;, &#39;model&#39;, &#39;window_relative&#39;)]
  1295. # Get age group specific mean and sd
  1296. window_data_group = window_data_participant %&gt;%
  1297. .[, .(mean_accuracy = mean(accuracy, na.rm = TRUE),
  1298. sem_accuracy = sd(accuracy, na.rm = TRUE)/sqrt(.N)),
  1299. by = c(&#39;group&#39;, &#39;model&#39;, &#39;window_relative&#39;)] %&gt;%
  1300. .[order(rank(group), rank(model), rank(window_relative)),]</code></pre>
  1301. <div id="cbe-plot-all-models" class="section level2">
  1302. <h2>CBE plot (all models)</h2>
  1303. <pre class="r"><code>data_plot = Prepare_data_for_plot(window_data_participant[window_relative != 0,]) %&gt;%
  1304. .[, group := factor(group, levels = rev(levels(group)))]
  1305. data_plot_mean = Prepare_data_for_plot(window_data_group[window_relative != 0,]) %&gt;%
  1306. .[, group := factor(group, levels = rev(levels(group)))]
  1307. # Function to plot CBE
  1308. Plot_windowrize = function(data_plot,
  1309. data_plot_mean,
  1310. plot_guides){
  1311. data_plot = Prepare_data_for_plot(data_plot)
  1312. data_plot_mean = Prepare_data_for_plot(data_plot_mean)
  1313. p = ggplot(data = data_plot,
  1314. aes(x = window_relative,
  1315. y = accuracy,
  1316. color = group)) +
  1317. # Add data points of individual participant
  1318. geom_point(position = position_jitterdodge(jitter.width = 0.2,
  1319. jitter.height = 0,
  1320. dodge.width = 0.5,
  1321. seed = 666),
  1322. size = 0.2,
  1323. alpha = 0.5) +
  1324. # Line connecting group means
  1325. geom_line(data = data_plot_mean,
  1326. aes(y = mean_accuracy),
  1327. linewidth = 1,
  1328. position = position_dodge(width = 0.5)) +
  1329. # Errorbars (SEM) of group means
  1330. geom_errorbar(data = data_plot_mean,
  1331. inherit.aes = FALSE,
  1332. aes(x = window_relative,
  1333. ymin = mean_accuracy - sem_accuracy,
  1334. ymax = mean_accuracy + sem_accuracy,
  1335. group = group),
  1336. color = &#39;black&#39;,
  1337. width = 0.2,
  1338. position = position_dodge(width = 0.5)) +
  1339. # Group means
  1340. geom_point(data = data_plot_mean,
  1341. aes(y = mean_accuracy,
  1342. fill = group),
  1343. shape = 21,
  1344. size = 1,
  1345. color = &#39;black&#39;,
  1346. position = position_dodge(width = 0.5)) +
  1347. # Scale group colors according to predefined guides
  1348. scale_color_manual(values = plot_guides) +
  1349. scale_fill_manual(values = plot_guides) +
  1350. facet_wrap(~model)
  1351. p = Neurocodify_plot(p) +
  1352. theme(panel.spacing.x = unit(30, &#39;pt&#39;),
  1353. legend.position = &#39;top&#39;,
  1354. panel.grid.major.x = element_blank(),
  1355. panel.grid.minor.x = element_blank(),
  1356. legend.title = element_blank())
  1357. return(p)
  1358. }
  1359. # Plot
  1360. Plot_windowrize(data_plot = data_plot,
  1361. data_plot_mean = data_plot_mean,
  1362. plot_guides = custom_guides)</code></pre>
  1363. <p><img 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" width="672" /></p>
  1364. </div>
  1365. <div id="cbe-plot-pxp-relevant-models" class="section level2">
  1366. <h2>CBE plot (PXP-relevant models)</h2>
  1367. <pre class="r"><code># Plot only for PXP-relevant models
  1368. Plot_windowrize(data_plot = data_plot[model %in% c(&#39;Valence&#39;, &#39;Surprise&#39;),],
  1369. data_plot_mean = data_plot_mean[model %in% c(&#39;Valence&#39;, &#39;Surprise&#39;),],
  1370. plot_guides = custom_guides)</code></pre>
  1371. <p><img 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7UKHEorVqzwwanKykpbuHChf9Cihy0KgOrhmpbTQHsqzCxfvtwXXvhR7ela/H/FLqD5wmwXQF9RYStcQbbY9XSjgq6b7O9VQQaWF1VYB3e+uJi5n677he5W2a4g++3qUttYUmoHbp4bLJ7Qq34M6f6lwqzuSTqf9MNID+mUdD6pZYrOJwXS9UDP58fdV3U+6Tzac889/boJZaQVVtZDbP0tkJonoHMgOC+at4XWW2vqt6U29dsyW7GhypULN5UF3bNw/+C8R8dMW19W7R48VLm/v015WuQeSMxcVebLhV1zM2xAJ/cAYkOJ7TQweQ+r/vOf/5geLARdXOmHZFAelK2S/g71N6fyoK7P8tbfm1qG6ffAYYcdlnBljE17zP8RQKClBL509/h3XDlwWXGVv6YsLdxoK9216KOl5bbBlQu/XpFha4pLbfLoXB/sVD5emltmz88pcYGuav+wZnVxmZ29Tb7lJekhjB6S66GKriX6PaprS3Dd0T0/Ly/PP5DR71Ld5/UwlNQ2AtNWuvNnUZlNW+nKXe4+pdhGubuPBWXFDKv0vz+CKMYz3xTb4M6Kh5i5OKmp+DhvTYlZRVnSyop6GKfzRzELnTvR54/OJ923OnXq5M8tnT+Kvfj4i3tYrvuZzrGtt97a/z5pG9XGf2t+fn6zy7RpFQBtPFn9S+rHg5J+TNSVdPIo6WmwUnPW8SvG/E8np2onxks6me+44w7bd999/ZPneMuEZZpuJirQVrraMK5IG8mWgqGrNla7AIS7LLjJCn6qYFutJxDuQlDqbjjlHardk309Ramy5RsqrUDVsZKQFOiUoY6ZfkAGNxQVWvUvOmlZXRBU6NVy+qxCrW5I9Z0X0dvgPQIItI3AUhe0WlSkC8umq48erOp6o1rnui51cQ9Vlrr3K12tojx3vdE1qbuLtxS6hzI98jJ9zaJN1x9XKHa1+ZKRVHNPQSgFd/TDWtcVvaowq/uHrjGqea4f27pOKWkZXW90X9C1J1kP+ZKxP+m8jZXuvqPj72Ke/u6l4Ke7NdVIOis0v9z9L8vdK7SkPuttBxfAUa3Qhes2FYqT8cMoCKzofNF5pM/B03vdqzRN9zbV+NT76KTzTAEb3cOCskv0/LC9j70fhy1/Yc9PvDJNGPOsP6k5ayusyFX71A9Bff7uT8n/iFRNLCVduyMPGb77rMDokC6Z/hqu6311dfJ+zuj6q2uv/q50XVbSq/5pWnB+BtdtLatpKldqGf2d6Tqu2jYkBBAIr8AyVx5c5f4Ncq0PF7oy47zCSivUvd9l2VU2979RVZtP5cbO31XG+dYtowo83d2DcpUZNU9lhkGdk/NbVfd2lfkU3FEwKrgG6dqja42CVioHBOVClRtJbSOw1MU6dH7kZOl3hMuDu1fpfqWQwqZS4Xf50geXKtyMyows2+iOY0VVhvXNz7B17l42d+2me8impRL7f3D+6CHymjVrapw/uk+pnKhzKUjR97Xg/qWH5qoNms4peW2z0khJNXCUdJGpKwW1eFRtWKk568TbtgpQ8f7pZNUJqf5NVQsk7Ek3hm7un8Kf//szy/A/DLu4SGe5+8PflNwyruSr5XTRUA0sfS5yPx51s+nuaoMmK8lVzZiys7MjhVu5Bv/0PcFFQcsq6WKg97po6IajGxIJAQTCLaCaQ73ys3xASjnVgxhdcRTc7K4nLS7pGqUHMUXl7uGLe3Jf5q5JBS7YWelei138SDXPg2X9Cgn+T8HLIPipTem6ogcsKozoVfcSFVb0qpYEut7ouqOaf3of3GMSzAarN0Kgm7vvKPCtgKZOHDV3V4BmU5F2033Cz3L3j/+1WtK9REvo/uaa8bpbSG/XhFcP85KRdPx1Hii4ogCn7kU6n3SO6D6lcyi4t2l6dNK5pkA6tSqjVXjf1gL6k+rvmrB3dE8M9IBBn/V3pT8k1azOd9dllSAzVU7z/2nmpr+/PHeKBw/Tdb1PZlItGP3NBD8Mo8uI+nvTZ73q70kPFIL5QXkxmJ7MPLEtBBBIvoDKeGp1uGC9Kt64gJRrfdjL3bfdn7erAbrp+tPdXV/0ezZI/Qo2lRVXu/pPui510/wk/lYN7vUKcOqeHvwu1TVH1yXd31UOoFwYHJG2e1VrMR1/NWVX/MLcP18OdKdLUEaMzp3uZUo5vkxZbWtcTdACd5/TeZespPNH9yA9oNMD8eD+FNy79BtD03W/ik1aRudVe4h11Cwlx0q0089BLRv98KwrKRipFPwobc468bZ91FFHmf7FpilTptg111zjJ+vkDHstxAmdqu2oylx70vUBqj7U1LRJhdlxfXNtkuvb81vX795i9a3mrhD6GyxyfavlunZPClr0dU2aFIiY2D/PBvdIXrMm4U2aNMlfDFTLVgFu9dekJ/U61vpRqZuLLgzB8VTVcX1W/3v6p74xSAggEG6B3UZUWYfcEivoWGozVpb6p67qT/jErbrY0F6bHlrtOtw93Mgpsb5dXB9Lrq+eHq5PORdDMsWrFBDd2l2nhvRMXr9Ou+yyi3+IpaYpClapn08VYlXI1ZNW/dODNf2gHjVqlH8/e/Zs/6q+h7V8UBAOt37q506NP/bJKreuBRtsfqHrRqHC1RJx50iRq+2x3jVjUMFWBdk+7odS97xs181Lla/xqaCN6hznuYDOWNcH6P4jCqyru6clI+mer8JpdB+g6idM54imqxmcapwpoK5aIwqm69zSjyWdP2r+rvsdKf0FdMzDXkYMjsIhY/OtIrPIvnL96a3e4GrGu4CCfkiOdtfpPi44utrVrPrGNXlXLRm1GNKPzcGub+bu7mFWvvs769upg31vsOs6JIl97e6zzz42depU3wWJ8qlrs4Ki+pvSNVq1sPQwXddk/U3NnTvX99mnMqTcd9ttt0gZMthPXhFAIHwCO+a7u3l2ibvPl7trS5bt7K4lq9w1Jye72LUYqrD+nbNt3+H5NjSqLHjElp2spHq9vy6pos7hYzpb/6j5ie6lulpTkEq/S4P7ue7pKv/pHq+ukBQYVX+gugapPElqG4Ed3PlT3WGj9ShQNy6qxZnh+q12vylcLeL1rrzo4+Iu5lniYiDuZ4Vt2SfXj0egcVEWuBiIut8a4eIcP3S/TZLRUkgKOn8Ut1BsQ0FQtf5RqwYFPHXf0nyVGRcvXuzvZzp/9E/r6PwaNmxYu+jDmgBonL+ZIPgVBDnjLOIvTJoe/KBozjrxtpsu03Sh3nVonv8Xpn3SU41dd901TFkiLwggkGSBAvcL+vub5/t/dW1atY72Hta6NboPOOCAurJTa7quVXpgQ2obgeFuoJXh3bu2zZfX8a16ABf9EE7v99hjjzqWZjIC4Rfo6oIOJ20drr8zBTsnT57caLyRI0c2elkWRACB8Aho4Mvd3G9V1+A9kikNbDiynoCmAlWnTNw0DkhkpSS+Ue29CRMmJHGLbKqlBDadP/nuHGrd3xL17Y+C55w/9Qltmpe8OrcNf1fKLKGnKkrBSOGxGVf/CsFABEHBpznrxG6XzwgggAACCCCAAAIIIIAAAggggAACCCCQXAECoHE8BwwYYGPGjPHNx95///1aS7z22mu+CYyWCfpJaM46tTbMBAQQQAABBBBAAAEEEEAAAQQQQAABBBBIqkC7D4C+/fbb9tJLL/n+e6Jljz32WP/xnnvu8f22BfOWL19uDz30kP8Y20SmOesE2+UVAQQQQAABBBBAAAEEEEAAAQQQQAABBJIv0O77AL3llltsyZIldtppp/mOXwPi3Xff3bbYYgubPn26nXrqqX4AgYqKCnv55Zf9AAPf+973bK+99goW96/NWafGBviAAAIIIIAAAggggAACCCCAAAIIIIAAAkkVaPcB0Lo0NSLWbbfdZjfffLO9+OKL9uCDD/pFNV2jtJ9++ul+xPDo9ZuzTvT6vEcAAQQQQAABBBBAAAEEEEAAAQQQQACB5ApkVLuU3E2m39ZU83P27NkmqsGDB1tBQUGDO9mcderb6JQpU+yaa67xizz88MNNGqGyvu0yDwEEEEAAAQQQQAABBBBAAAEEEEAAgXQWoAZoI45uhw4dbPTo0Y1Y8n+LNGed/63NOwQQQAABBBBAAAEEEEAAAQQQQAABBBBIhkC7HwQpGYhsAwEEEEAAAQQQQAABBBBAAAEEEEAAAQTCKUAANJzHhVwhgAACCCCAAAIIIIAAAggggAACCCCAQBIECIAmAZFNIIAAAggggAACCCCAAAIIIIAAAggggEA4BQiAhvO4kCsEEEAAAQQQQAABBBBAAAEEEEAAAQQQSIIAAdAkILIJBBBAAAEEEEAAAQQQQAABBBBAAAEEEAinAAHQcB4XcoUAAggggAACCCCAAAIIIIAAAggggAACSRAgAJoERDaBAAIIIIAAAggggAACCCCAAAIIIIAAAuEUIAAazuNCrhBAAAEEEEAAAQQQQAABBBBAAAEEEEAgCQIEQJOAyCYQQAABBBBAAAEEEEAAAQQQQAABBBBAIJwCBEDDeVzIFQIIIIAAAggggAACCCCAAAIIIIAAAggkQYAAaBIQ2QQCCCCAAAIIIIAAAggggAACCCCAAAIIhFOAAGg4jwu5QgABBBBAAAEEEEAAAQQQQAABBBBAAIEkCBAATQIim0AAAQQQQAABBBBAAAEEEEAAAQQQQACBcAoQAA3ncSFXCCCAAAIIIIAAAggggAACCCCAAAIIIJAEAQKgSUBkEwgggAACCCCAAAIIIIAAAggggAACCCAQTgECoOE8LuQKAQQQQAABBBBAAAEEEEAAAQQQQAABBJIgQAA0CYhsAgEEEEAAAQQQQAABBBBAAAEEEEAAAQTCKUAANJzHhVwhgAACCCCAAAIIIIAAAggggAACCCCAQBIECIAmAZFNIIAAAggggAACCCCAAAIIIIAAAggggEA4BQiAhvO4kCsEEEAAAQQQQAABBBBAAAEEEEAAAQQQSIIAAdAkILIJBBBAAAEEEEAAAQQQQAABBBBAAAEEEAinAAHQcB4XcoUAAggggAACCCCAAAIIIIAAAggggAACSRAgAJoERDaBAAIIIIAAAggggAACCCCAAAIIIIAAAuEU6BDObJErBBBAAAEEEEAAgcYIFBYW2qxZs6y0tNQ6dOhglZWVlpmZaUOHDrV+/fo1ZhMsg0BoBaqrq+3R6UX26dJSy83KsP1H5Nv2A/NCm18yhgAC6SHwxbJS+2qFu69mZti2AzraZt2y02PH2Iu0E6iqqvLlwJUrV1rHjh1t5MiR1rlz57Tbz2TsEAHQZCiyDQQQQAABBBBAoA0EKioqbNq0abZ48WIrKSmxsrIyHwRVAXjjxo3WqVMn/68NssZXIpAUgbfnb7TXvt1gKzZUWWZGta0vq7bNu+dYr/yspGyfjSCAAAKxAgvXldu7Czfa3LUV7rpjtr682n6Ql2ldcrnuxFrxue0FFixYYHPmzLE1a9ZYTk6OqWy43XbbWUaGO3lJNQRoAl+Dgw8IIIAAAggggEDqCCjoqUCnUn5+vg+CZmVlWV5enp++fv361NkZcopAHIH56yqsqKzKuuZkWLaLRKwvrbT5heVxlmQSAgggkByBle6By9qSKvegJdPyszNtXUmlrd5YlZyNsxUEkiygsl5xcbH17t3bVBtU79UqiFRbgABobROmIIAAAggggAACKSGgQKdqearJuwKhCoKqybACowUFBda1a9eU2A8yiUBdAsO7Z1uXHBeAcEHQSndud+uYacNoiloXF9MRQCAJAn0Lsqx7XpYPepZWVPn31DpPAiybaBEBlfVUFly1apVvBaTm77m5uS3yXam+UZrAp/oRTOH8ryiusKVFlb4JU//OnIopfCjJOgIIINAuBFQLbV5hhXXskOECMB1cs7i2b1qk2p7jxo3zfT6Vl5dbdna26TXoA1QBURICqSyww6A8W7Wx0j5asqkP0INGFvhgRCrvE3lHAIFwC+i36e5D82y6C4S6rodtm/4drZN7ENPWqaioyDdz1gPOHj16tHV2+P6QCAwaNMg3ew/6AB0+fDjN3+s4NkSd6oBhcssKzFlT7vtzWuOaE3TJzbSdB+fZln14StGy6mwdAQQQQKC5AoXufvXszGJbsr7Ccl0AdIveubb3sHAEF/XUf6uttmrurrEeAqEXOHBkJ9M/EgIIINBaAqN65pj+hSWpdt+XX35pau6sfr4V5Bo2bFhYskc+2lBAfX3qXOB8aPggtP1jjIbzyBJpKDBteanrVHpT/03qXHra8rI03Et2CQEEEEAgXQS+WVVuC1ztT1cJ1Ja51guzV5e5pnGV6bJ77AcCCCCAAAIIhFhg0aJFphp+SgqG6rP6eyQhgEDjBQiANt6KJZMooNH09M91qeJfM9yoniQEEEAAAQTCKhDctyqrqk0/N9T8PQxN4MPqRb4QQAABBBBAIHkCquWnf5WVmx6+6j0JAQSaJkAT+KZ5sXSSBLbql2ur3Mh6azZUWt9OOa5flbwkbZnNIIAAAgggkHyBLXrn2BzXckFN4Hvnqwl8jh+MJfnfxBYRQAABBBBAAIGaAkOHDrV169b5f126dLHNNtvM9/ddcyk+IYBAfQIEQOvTYV6LCQzqkm1HjM6y5S4A2sON5qlR9kgIIIAAAgiEVSA/O9MOG93JFq7bNAjSAAbvC+uhIl8IIIAAAgiknYCCnpMmTbK1a9eaBkFS/98kBBBomgAB0KZ5sXQSBUorq22x+yG5eL3ZOFeTpkcbB0HVl8qyZcssJyfHcnNz/dM1vVfSiLp9+vSxXr16JVGATSGAQHsSKC4utgULFvhdHjhwoHXu3Lk97X5a7GuOGwp28+7ZabEv7AQCCCRHQGVHlSE1KMmQIUOsQwd+XiVHlq0gEC4BDeI7r7DcjwY/oW+u5Wp4+CQmXUvmz59vKi/269fPD2ij36KLFy/2QU8FPAcPHmx9+/b13xr8ds3OzvbXHv1+JbWegFoEzVhVZiobjnfnQ+ccepdsPf3mfxN36ObbsWYCAuvdKBIvzCq2ea45obovWeBuJoeN6WQFroZNW6TVq1fbZ5995m8uFRUVpn+6iWzYsMH3tZKfn29Lly71o+z27NmzLbLIdyKAQAoLlJaW+mvM8uXL/V6oE/ttt93W8vLo/iOFDytZRwCBdi6gsuG0adOssLDQlxuLiopswoQJ7VyF3Ucg/QQU/Hx5TrEtdYMgFmRn2CrXinH/EQVJ21FdSz7++GNbuHCh/x2qB+Ya7V2Vb2bOnOnfq9ZnSUmJjR492tasWWOff/65f1UAVNegbbbZhibxSTsi9W9opTv+U2dvcK2Cyq2DC18sdsHQQ10rIQVDSeEWaJtoU7hNyF0rCKgJ4fLiCsvSqBIuLS+udBeOthtNV8EI9amip/cqvOp9VlaWf6+ncJquG8uKFStaQYevQACBdBNQQVXXEHVYn5mZ6d/ryT0JAQQQQCB1BVR+VHNUPShXeVEP1MvKylJ3h8g5AgjEFZirPsCLKnzf32tLq3zgq8hV6ElW0rVE/zSqe3V1ta+Eo+uJAqIqQ6r5u641wW9RLatypX6j6iG75uk3LKl1BFQTeJmLZXR00c8yF8JY5gLjim2Qwi9AADT8xygtc9jJVRFXf2qqCbqh3CyvQ4Z/mtZWO6vanvqnG4cCFGq+tHHjRh+o0GdN13zdZEgIIIBAUwV07VAzJj2517WF60lTBVkeAQQQCJ+AruW6tqumlpI+0wQ+fMeJHCGQqIB+u6ql4gpX888sw/12zUxqE3hdO/RPAdBglHd9VrN3vSrAqWtL0HJI5UpN129ULa/rkD6TWkdAzd3zXfxiTUmlqVu/PFcrWOcIKfwCNIEP/zFKyxwO7tLBtu7nLtxZpX7/1G9GWw4oMWjQIF/rU0/T1Nengp66mQR9fuqGo6bvWo6EAAIINFWgW7dutvnmm/ua5VpXfYAG15embovlEUAAAQTCIaBRmVXzUzW0FHwYOXIkTVDDcWjIBQJJFVCfn2r2rKbOCnbtMjjPspPY3FnXEj1IUSsh1ejs3bu3v550797d/ybVPNU01zVGacCAAZHWifqdOmLECAKgST3i9W9sRA/XN2vfSstfU+aawGfYpP4dXe1gBnWuXy0cczNcFevqcGSFXNQnMGXKFLvmmmv8Ig8//LBNnjy5vsVTZt6G8ir3DM3VAG2jvj9joVQ7SzcRNX/Xez1NU9IgSNT+jNXiMwIINFUgaBoZXFuauj7LI4AAAgiET0A1+3VdV/mRhAAC6Suw3jV/7+gCoNnfdeOW7D3VtUS1QHU9Ud+eSgrX6HepHrIoQBqdgt+u+v1Kan2BYteaNcsdEjWFJ6WGAH8pqXGc0jaXagYfphQd5AyaGCh/FGjDdJTICwKpK0DgM3WPHTlHAAEE6hKILjPWtQzTEUAg9QU657bsb9d41xK1TIw3XZrRv11TXzf19qCAZu8pd9Ba9i845TjIcHsV0JM1KkO316PPfrcHgaomtHWoasGGEfGuM/GmRR+ThuZHL8v79iPAedF+jnV72dO6rtMteU1uyDb67yz6fUPrMR8BBFJDQNeX4NoTvCrnldEfWnlXVAM0Nun6E1yDgvnBa+yyfG47gYbuVw3Nb62ct+dzhxqgrXWW8T2hFZg7d64tWrTINykYNmyY9evXL7R5JWMIINA0ARVg311YYt+uKTc9pd1xUMc6+xue50b4fH9RiRvNsdpG9cyx7Qbk+v6Am/aN8Zdevny5zZkzxyoqKny/TeoPVP05zZgxww+KpD6GR48eXaO2+bp16+ybb77x89VfqPp9oolTfN/2NFWF1lmzZtmyZct8E7lRo0aZ+ggjIZCqAuXumvv2go02v7DCunbMtJ3ddbp3QQeb467bHy7edE0erWvywNYdiHL27Nm2ZMkSP6q7Ag+qwd+3b19/LVaNLBICCKSugK4vr367wTS6e47ry7OTq9nZw/XhOLBzlumZuUZ87+4+7zIkz3rktU7XFhs2bPDlQpUP1Xf8mDFj/HUn+K2q+7+uPepOSX0Pq09QlQ+1HAMgte25qPPpA3e/0v1sTK8cmzSg5v1K9zf9xiitqLKR7n62vZvfFrcRnTv67aF+qzt37ux/e+g8ak+JAGh7Otrsay2BVatW+R+Seg1uKLoYFBQU1FqWCQggkHoC01aU2cdLSlxBttJ1Um4+uHnk2E61+m5Sf8Svz9tg36yucDUBqm1daaUr+Gb6Qkqie63+mb7++mtbunSp79dJ/TvpGjNv3jybP3++D4qqsKtmTAqMKunH9vTp023BggWR+SrcBvMTzRPrp66AHtgpmF5YWOgf3GnAvh122KFG8Dx1946ct0eBT5eW2idLSm15cYXlulF1K9yDq32G5dub7po8c3W5r52lfvd65mfZ5t039YnX0k56wKC/M5UP9TBK12SVDxWg0PVbA9mREEAgNQV0PVGZ71334KWorNpfc3Tt6ZGXaV+7h+XB4w2NUeH+9O2wMZ1aZUf10FvBTg2CpHu8+gDV4Lx66Klrka4/uucrEKrxKfRQRoFQPRwfN25cq+SRL6ktsN71A/rm/I02c1WZqe6uv1+5oPmw7+5XG8qrN/3GWFXuaxYXuvNPvzFU2aK1k+5rOsd03gRB84kTJ7Z2Ntr0+2gC36b8fHlbCxQVFflOpTt16uRvIgpM6OZCQgCB9BBYU1Jlhe6fnujrhqfAZrEr7MamtW6ZIleAUddOfdyPbK2jdZORdE1REFQF2S5duvganfpBrekqxOrpvd6rMBIkFWyDjvDjzQ+W47X9Cei+pXNDtT714E7vdX6REEhVgTUllbbW/RvSNdsFIszWbqyyFW60Zf2o7OiCEr3dNXmd+8G4emNlq+1i8HemmjEKfuparbKi/t6ir9WtliG+CAEEkiawNup6ouEoNJ6RWv90c0Eplf80fzMXvCqpqHZlwUorb6Xm8MHvUgU9g3JhME3XHyUFR1WeDAboDZZLGg4barKAzpn17veFv1+5wKe/X0X9htBvDwVFda71LXDz3TmVrN8YTc2sziedMzrHdC7ps+5x7Snp9yAJgXYroB+QepKvAq2eqOnmogAFCQEE0kNgQOcO1sv9eF7qaoDq6b6aVXbOCZ7t/28ftUzP75o46Ue2ahoNcEHTZCRdV3SdUQFDP5z1WUHNrl27+lqfq1ev9tcdNXcKkp7qx86nmXOg075fdR6oJtratWt9rQ/ds+oaHKF9S7H3qSKg63Qf96Nw0foK6+RqX/Vznwd1yXbX7g6+9pUCEKqZpeVaK+nvTNdqPVzQQJgKOKisqGnR1+rWyg/fgwACyRPo5a4n/Ttl+6bvVa7Bu5oiF7iR3YtdTb2+nbKsn7seLXBNlhUQ7d85u1aroeTlpOaWevTo4cuDK1eu9GVAXYf0L/itqmuRHsrogYxaDSkIqrKiliG1nUCvfNd9gvsNoTh5cL/q786jIGme7mf69bHSPdzb9Buj9e5nQT70qnNF54zOMd3PdM61ty5d2kY++ijwHoE2FNAPxy233NIWLlzoC7hDhw6NVAdvw2zx1QggkCSBkT2yXX87efat6+OpwD163bZ/rmXpUX9MUv9P+wwvsB75pb4WgNbTD/BkJAUzx48f74NWetAyYMAAXwBRIVYFWP2oVh+ggwYNqvF1W2yxhb8e6Qe45tPksgZPu/2gfqrVl6z6lVXzJfVdnZnJ8+x2e0KkwY6P7Z1jrvKVzXfX6S6uz71J7jqtmjR7b57vfyiWuWqho3vltmoAVD8Kx44d6/sA1XVbScEH1ZrRPxICCKSugJq2f99dXwrcA/HZrpsNvaqM2MU1AxrkaqJXu5roi9eXuwBolm3r+oNvrRT09a5aeXrQot+luu4Ev1UVqNJnlQtVi0/lSF2rNttss9bKIt8TR6Cj62NL51Mv9xtCfYCOdn2ARj+w878xNs+z7nmu/1Z3OxnhfmMM7tI2YbjgXFEXCwqst8eutTJcjZT2Vec1zkmbCpOmTJli11xzjc/qww8/bJMnT06FbJNHBBBAAAEEEEAAAQQQQAABBBBAAAEE2lSAKgNtys+XI4AAAggggAACCCCAAAIIIIAAAggggEBLChAAbUldto0AAggggAACCCCAAAIIIIAAAggggAACbSpAALRN+flyBBBAAAEEEEAAAQQQQAABBBBAAAEEEGhJAQKgLanLthFAAAEEEEAAAQQQQAABBBBAAAEEEECgTQXaZvipNt1lvjwsAmVulLQ1G6vciHtmxeVudM3/Z+9LwCOryrS/1Jaq7Gt39qTTSXqlF5rFVgYQkF0ZUJQZx3kYmUEd/Wf++dVxh1HGYRjX4VH+0V8FxQVxdBBRUBZFkB0amqb3dKc7naU7+1p75f/eUzmVm0olXUlurfm+5zl117rLe+895zvv+RbOzFzqTDwnPzY2RsiiV1BQsCAUyA+Gfe12O7lcrgX3lY2CgCAgCJwOgVAopOoUZO6GDA0NqQyeRUVFqk463f9le3oj4A1M0bAnRMXcjiGDdSLE2C7h+H6/X7VlyAKPTNWdnZ3qtA0NDZIZPhEPQI6ZEASgD56cCNI4p8fNs1uprtDGOuHcUwU5M/PRIR/ZrDnUUGwjC+tyyRKfz0dut1t9b8jCjG8PWZiRRddmk+5Usp6DnEcQSCYCHm7XR7hdL3VZCJm800W8Xq/KBI++LOojkfRAwB+aosHJIBXmWrgti9GIJeEy0S5BH8S7Ab5jIdE6JdqwvLy8hXbNqm3SYmfV48ycm+mbCNDjRydVJdHPJGi+PUd1GjdW5tKb6xNDNuIj37dvH/X29iqgqquraf369TErByi2e/bsoYGBAaXYrlmzhhobGzMHYLlSQUAQSCsEoKy+/vrrNDw8rJRWDK54PB4CGbpx40basmWLEFZp9cQWdzGnuE174qibB/WC3JZZ6a1NLqpmEsdMCQQC6h1CuwQFFwKFtaysjFpaWuiRRx5R7RsUXrRv73jHO8jhcJh5CXIsQcB0BPq5s/irA+P0QpebRr1ERTyAcHaNk96zqYDyHTMdyAlfiO5+dZT293sV8bmtKpfet6WI7EkgJfr6+mj//v2qzsaAFQYYjh49ShMTE4oA3bRpExUXF5uOjRxQEBAEUofAidEAPXmM6yVPkMqYAL24OZ8q8lJPNvb09NChQ4cIemVJSQmdccYZ5HQ6UweUnFkhAP3vMeY2+nkwD23XBY0uaiyxJxWdI0eO0LFjxwgGFxUVFbR58+Z5CXKQpLt371ZcB0j05ubmFcN1mKudJ/URy8kyGYGXur10YMBPUGh7xgPkslmoMt9KPHBCzaV2qiow/9Xs7++nrq4uZXUF7PDhr1q1isrLy+dA2d3dTSgY7cd+EOwrlqBzoJIVgoAgEAcCsMyD0grSE3URplA40IE+ePAgrV69WpFWcRxKdklDBFSbxsQMyEe0aRjUu2b9wl4Gi70NtF9ol/DODA4Oqr+D/MS7dPLkSbUNg3cQ7AvCfceOHWpZfgSBdEXg5R4vvdTtod7xILGxFU0GQvRyj4fWV9hnDYg/1+Wh3Sc9NOLlnVjwn62rc2kHk6WJFAyeHz58WNXfsJLB94c6HPohLK9HR0eVbrh9+/ZEXoYcWxAQBJKMwAtc5+zv86pBlj4eqClxeemytam1kkOftL29PVIfoR7CoMy6deuSjI6cLhqBXb3MbfT7FJfRNRagXKYyGortrBdG75mY5fHxcero6CAM2KFtgtcCOI66urqYJ4SeiH4JBtRBmEIqKytXhCXozNBqTGhkpSCQGAS87O7kY003n83D4dLE3u+Uy6P4cCFESYTAegYFFjFwa8e87ixGnw/rsR0jatq1EMsigoAgIAgsBQFdp8DiEwosOtUgQEGYoW6R+mUpqKbPf+Amh3atlK0//dymeZjEMVv0O4T2C4J3SLdl6ARBgdXuTpgHMSoiCKQ7AtD54AJPrAeqfiK/11j2+GfrghO+KfVtsYc8IcKEn/eZiNonEfeKbwnfHr43DIKjrkbHElNYYGOK7SKCgCCQXQi4uTFHl7SErdJRJyWqf7oY1FDfoKCt1/URlkVSjwD0QLwnxez+DoMuLz+WELcbyRKtI2KgDn0N/a7Md369/0rkOoQAne+tkPUJRaClzE71HL+Jcqaokt0JUFnkscVMTZHddLdBfSMYBYGrAEgHVA6lpaXKdVBvN05h7Yl9QVQgvhP+e7qYocb/y7wgIAgIAkYEYOGJOgedaExRr2BwBUoK6huMuopkLgKt3KZhpH+MYxg2FNmotdx813O8J3h38N6gPdLxnbAOLnB6GW0c5tva2jIXULnyFYMAvp21ZQ5y8iA4OwORiwfG8Q21Vcz+hrZXOai6gPU3Jj8d/FPH39umytn7JAI0fE+ov6ETgviE1XVTU5PSCzHIAP2wqqoqEaeWYwoCgkAKEUAdVF9k5djEIZ5yu851VapF64yw+gSBhfYf9ZNI6hGA3lfH78kkE+c1hValByK/SbIEYVjQPulwCGizoDfOJ5rrwCAfBvPQlhUWFs63e1atz+HOWPKo6ayCLrk3c8stt9Btt92mTnr//ffT9ddfn9wLSMDZjg75Oeg9W1myxouRfAS838AxQF0JSh6BW4CyCnNvvPY1NTWRSiLW7SFG36lTp5SFTW1t7bwxNGL9V9YJAoKAIBCNwMjIiHJN0VZ7iEcMJXbt2rUrwuUkGo9sWz7CbRpigSJGWAsTOokQ3S6BlEE7hkE6KLF4j9C2vfLKK8oyBK7v0ilKxBOQYyYCgY5hP73G7oMnRv20mknON9fncQdybiikzhE/Pd3pZqI0h+Or5dEqDp2UDMG3psMigXBARxFhJ+D+jk7nQp3MZFyfnEMQEATMRwDf/aFBPw1ybEeEZmtKcjzH+e4IhBXqIz0AgzpJJD0Q6OS4sV3cjpWwN1BbuT2pifqAAEhxvBuw/sTAHIwtFhKtU8IwDFwHpitBhADNkKecjQRohkAvlykICAKCgCAgCAgCgoAgIAgIAoKAICAICAKCgCCQwQiIC3wGPzy5dEFAEBAEBAFBQBAQBAQBQUAQEAQEAUFAEEgsAojxGESARxFBQBDIWARWhp1rxj6elXPhaFDcHMy+iGOBclxnEUFAEBAEBAFBQBAQBAQBQUAQEAQEAUEgpQiA83yGw28cZpf4XA7Vdm6tk5pLUx8TNKWgyMkFgQxFQAjQDH1w2XTZiP30p04PTXLyiCqO+XTxmnyVECmb7lHuRRAQBAQBQUAQEAQEAUFAEBAEBAFBILMQODDgo129nEdiLEiw0wkwI4p4xfmctE1EEBAEMgsBIUAz63ll3dWiAXn2hIf29fk4UDDRkCdEFS4r7ax3Zd29yg0JAoKAICAICAKCgCAgCAgCgoAgIAhkDgIj3D8d94ZU4rURnmIeRQjQzHmGcqWCgEZAhi00EjJNCQJs9Mmu7yE+9xSV51nU/AS7wosIAoKAICAICAKCgCAgCAgCgoAgIAgIAqlEoK7IRhV5Vhr2BAlGn5X5Vipjgx0RQUAQyDwExAI0855ZVl1xnj2H6ovtNMINyiiPpFWzC/yaEnkts+ohy80IAoKAICAICAKCgCAgCAgCgoAgkIEIgAC9uDmfDiEGKPOe26udZLdK0ooMfJRyyYIACdMkL0HKEbig0aVG1UaZBG1gMnSNBJVO+TORCxAEBAFBQBAQBAQBQUAQEAQEAUFAECCV9EgSH8mbIAhkPgJCgGb+M8z4O3DwCNr2qtyMvw+5AUFAEBAEBAFBQBAQBAQBQUAQEAQEAUFAEBAEBIH0Q0BigKbfM5ErEgQEAUFAEBAEBAFBQBAQBAQBQUAQEAQEAUFAEBAEBAGTEBAC1CQg5TCxEQhylndPIH2SGgWDQfL7/ZGLxTzWoQQCgch644zP56NQCImaRAQBQSDTEQhNTZF7uk7yBqcowHUUZMIXohFvkLxJrK9Qt0zx9RgF9dB8dZFxP5lfeQhEt18rDwG542xEAHXgEIdAQl2MpJjTVfKcW8V+k7w9us6cs2OCV+D8brc7Uk+LjphgwOXwgkCKEPCzjjjJiXnHWT+EvphsiVcfRJ0US59M9vWu1PMx/Kpf4efGy5eC9yQadyOnMV/7BP4D3MZKfW/EBT76rZFl0xA4MRqgP3W6FbGAREeI9Ql391RJb28vtbe3KwJ01apVlJOTQydPnqTJyUmyWCzkcrmotraWWlpa1CWi4dm3bx8NDAyQ0+mktrY2KisrS9Xly3kFAUFgmQicHA/QU8c9nHQtQBM8DuLkFjDXlkOjnhDt6/fROCu61ZzZ8+p1BXRevYvriGWecJ6/o85B3TI2NkYFBQW0YcMGys/Pp6NHj1JnZ6f6V2NjI6GICAJAoLu7m44cOaIG66qrq6m1tVW1YYKOIJDJCPRPBOie10bp+IifO47EceBt1FqeS+c3uGh1wUyG5RFOkvlkxyT1TwZV5mXok6UpyMA8PDxML774otIdHQ4HFRcXU25uLmEe32RlZWUmPw65dkFAEJhGYF+fl5446la6IQbGqwstnASpQNVNidINjeAfO3aMjh8/rgZ86urqqLm52bg5Mj+fPhnZQWYSigDapCePTdLhAT/3IULUUGSnrRzW75xaZ0LPO9/B8c7g3QG5iQKuw9g+gRzdu3evasPQnqHvUV5eThs3blT9kfmOm23rhQDNwCcKYs5oxZiOt4CR/CePciefK4QQzw9OBqjQFqId1amJ9enxeGj//v0EEhTS39+vKgWsHx0dVeugyGI5Ly9PKbHobHZ0dNDExIQiSIH72WefrebVH+RHEBAEMgqBP3IH+vVTPhrlzjQKyE8oB/1cPzEnqiyPxtkK9NHD41TpnKK1CUrIdvDgQaWgYOTVbrerOgUK7qFDh9SAC67J6/UqxQT1ksjKRgAdHLRfp06dUkDA+gxKKwbyslHw/ttsop4u9dmi04NOTibIA/vH6fWTXhrzsTV+MKQsQWFtFQoG6Np1+Vw/h+/imWMeeq3Xw1Y2PHDFvKiNQnTZWldSbxFWVq+++qoaiICuiOW+vj7VacQgOXREfJeo00UEAUEgcxEY5kHxP3ZM0IvdPhpyBwm2n6O+HP7mx5Ru2FqW2G8c/VLog+irop5BfYO6JZYRzoEDB2bpk2g/t2zZkrngZ9iVo1/xUreXusbYw5SdRft4UM8XCFI59yEaipKrx8CoAv0LvDd4Z8AVYYAOBfPgMLq6utT7og3A0F6Nj4+rvtC2bdsyCn3oiXjflyLJfTJLuUL5zxwE8BLjxU5nGWdldsTN7uVcCVTmWbgB8dPAOPF1J9+FADihMQGRiQ8FFYEmPaG0orMAC1Cr1aqsQbGtsLBQWWeh4wkLLf1/VBIYSRERBASBzEIgwIrJ0KSPPP4gFbDuenIiRIUOKxOfYbd3NKEW/pmayqFh7mUPjHup1pUYEgH1CUis0tJSGhwcVPXLyMiIqn9QP6FOwnbsh2WRlY2AfjfQRkFZRbuEdUVFRVkJDJRaIUCX/mhRf6S7jqjv7tQY18lsXZVrhesgD0hxZ9/NpqDDk0Rjk+6I19DgBJOk7CZfX2ShzlF2mUdd7llax0efe7FT6N7oYGKK7xADWHoQCyQFdEzU2SAqRAQBQSBzEehnMmsYfViuSyGIF4hvfJTrIOiG9XmJ0Q3VyfgHlnlo5zXBg3nULTDQiRb0S7U+OTQ0pMisTKn/o+8l05bBaAxNcrsAgwoLt2Hclln5bRn1+Kl/LIdWOZJLs0EvxLuA9wa8BgwpwGfg3cU7hPYL7xHmoU9ioBTer3pbpr03aGuFAM20r2YZ1wvSDqRcOguurrHMQuNBL40wGVpbwu5Bq/P4uhM7ajYfJvjAKyoq1Ag9RunhpqQVVuAJQYWB0TW4wQPfmpoaQmOCCgUVyOrVq2OOvs13TlkvCAgC6YXA2gorjQU81McuK+UutjLjkBxlIEGDfh7dn2Jll1SHe02Zk+urQirIm3HBNPNOULdA4YDiCtcTuDRjXU9Pjxq5heKCugjrdf1k5vnlWJmFAN4BjNpjxB4KK94Z3U5l1p3I1SYDAXRs0l1H1Dhsqc6hzvEJ5doOEtRutVBNkYOaK3KprHims7+20kYDPo/ar7bYSmsroQcn38UQlvoIi4S6GyQoCuprEBPQMaFbYllEEBAEMheBJmeIGgdy6NiYm2OABpV3kJM9hhpKclk3LKCC/MQSW6hXEPZGW4Dqvin6stECPRGDL6iTtN6YKfV/9L1k4nIL9ysGvW46MBAgl52JULuVqoun3xNnctsCGGjhvYG3EOYxSA6CUHMgmvsAtwGyE+uxHW0X3qOV9N4k9gvOxDc5A64ZL+tSGe9k3t5FzWyun2dTwaMbOa5TW3nqLCdBbsIlAO6kGL2vqqpSUKBDCUIUeKLTgE4lyE4ICAkIGiBUEk1NTRmBu7po+REEBIE5CPwZx40rzLUQ3JtsPFobZGvPXCZB0V99sSvcuW4rt9PFa/JoVQIVXMRygoKrB1caGhpU/bN161Y6ceKEqmfq6+tVvTPnJmTFikMA7wreDcR1AgEKRVVCI6y41yDuG84E/VDfzOWt+WogCjGY2UiF1pTaqKbARtuqnbP0rbNrnCpkyamJoKqbz1jlmLVdHy/R082bN6uOJeppkJ4IQwErUFjq63o80dcgxxcEBIHEIuBiEuuylgLVh0XdBCv12kIbXdCUR1VcPyVaMOip9UEY62DgJZb1J67DqE+C8ILumEltQKKxTPTxd3K+gHyHhdaWBVQMULRfm7h9KktBjGq0Q3hvdOxYLMMiFFPkFMDgHPgPvFNou0Cag98oKSlR7ddKem/Y2wQqh0i6I3DLLbfQbbfdpi7z/vvvp+uvvz7dL1muTxAQBAQBQUAQEAQEAUFAEDAVAWSDhyV/GQcExaCWiCAgCAgCgoAgIAgIAvEgkPhhjHiuQvYRBAQBQUAQEAQEAUFAEBAEBAFBYAEEesYD9DhnZx7i5HVFTH7CKqupJDXhlRa4TNkkCAgCgoAgIAgIAmmIgBCgafhQ5JIEAUFAEBAEBAFBQBAQBAQBQWA2Art6vHR4wKviNZ9kl/gCh0cI0NkQyZIgIAgIAoKAICAIzIOA+I3MA4ysFgQEAUFAEBAEBAFBQBAQBASB9EHAH5qiACesc9ktKjkJ5kUEAUFAEBAEBAFBQBCIBwEhQONBSfYRBAQBQUAQEAQEAUFAEBAEBIGUIrChwkFIrOkPTqnphsrUJdhMKRByckFAEBAEBAFBQBBYNALiAr9oyOQPgoAgIAgIAoKAICAICAKCgCCQbATayh1UyFl3ezkWaHmelRqKJf5nsp+BnE8QEAQEAUFAEMhUBIQAzdQnl2XX7eOR/IMDPjWiv7bMzoHtrabf4cDAAI2MjFBRURFVVFSYfnw5oCAgCGQOAiOeIB0ZDhB7UdI6tiiyW3Iy5+LlStMWgSF3kI7ye+Vk7QpEjS3J71UgEKDe3l7C1Gazkc/nkzYvbd8WubClIlBdaCMUEUFAEBAEloPAoGqz/ZTHyiDabKtBFZyaIjo85KdR1hfrimy0ukDqnOVgvZL+2z7oo2FPSLVTNWncVkFX7OnpodHRUbJarVRaWkqrVq2inBzDh5CFD06+5Cx8qJl2S0GO5/S79gk6xAQoYjnt7bPR29flm0qCnjhxgg4cOEATExOUn59PbW1tVF9fn2lQyfUKAoKACQgMszL70MEJ6h4LqEQax0cCdHlLPiWZqzLhTuQQ6YQAOlK/PjRBPfxe5XIvqnM0SJc2u5KmSIZCIXr99dcVAQplFuRnQUEBFRYWqjavoaEhneCSaxEEBAFBQBAQBFKGQB8nUfvN4Qnq5TbbZc+hrtEAXdKcF7meZ064aVePhyZ8U1SRb6VL1+ZTPROhIoLAQgi80OWhl7o9NOYNUZnLQhetyaO1ZekXqgU64+7du6mjo4MGBwfJYrFQdXU1tba2UktLy0K3mPHbJAZoxj/CzL8BZPHsZAJixDtFbAhKXdwQtQ/6Tb2x7u5uggWo3W6n/v5+Ndph6gnkYIKAIJAxCKB+AfmJ0f0hHqE9NuwnKMIigsByEIAXAzpQ/FrRAJOhHcM+GnQnL0MLSE+0bxjom5ycVB4Pfr9ftX0Y4RcRBAQBQUAQEAQEgTAC4Tbbz8QPUd8k2mw/W+2FdUEvPBP7fdQzHiQ7D2ieGPHTAV4WEQQWQgBGXXivToz6lYFFJ+uEBwbM5TQWOv9itg0PDyv9EFOPx0PQF0+ePKk4kmAwu/tEQoAu5k2RfROCgIMbFhu/ibD+9ASmlEsqGhszBa6AGNnAB44pzLxFBAFBYGUigPoFrslurm8CrKxg2S5Vwsp8GUy8a4fVotoytGMYzLOxC1Ey3yu0aygY1UdBWwf3JmnzTHzIcihBQBAQBASBrEAgogv6p4hVQeImXJFWuDl0Q1VflNdP+ENhPVFYk6x47om8CXiSoX9hybGE3xueV+9RIk+6xGNDX4R+CJliixDojXB9N65f4qHT/m9ix532jyj7L7CCg9hvXpXLN+pVJGg9Z/dEHBYzZc2aNeR2u5VlTF5eHjU3N5t5eDmWICAIZBAC6znmJ9zej/OIPmKAnrE6l91UhAHNoEeYlpe6sdLO3gwO9mLAyL+FtlU7TQ3lcrqbhqu7Du2Cdg5tHtbBDV7avNOhJ9sFAUFAEBAEVhICm1Y5lKWeCltjy6Ezuc1GLFAISKyza53E3CdN+kK0il3gt1U5VxI8cq9LQAAE4jn83sCCeMwbpIo8G22vAseRflJcXEx1dXXK8rOvr08RnzU1NbR27dqkhW5KFSpCgKYKeTnvLAR21ruolUlPJENazY2MFUMoJgqC+p599tk0Pj6uYoDm5qZnZWTiLcuhBAFBYB4EYHV+RWs+neIswhiZxSCMiCCwXASc7MpwdVsBnZxAEqSclJDqiN1UVVWlLD+dTqciQRH3Wtq85T5d+b8gIAgIAoJANiGQz2TnO9Zxm81u7nkOC5U6w+Snvsd13C+t4j7pmCJAbRHrUL1dpoJALASaS+1Uye/NCIfYqsizsD44+72K9Z9UrVu3bh2B9PR6vYr0xOC5y+VK1eUk7bxCgCYNajnR6RBINAnhcDiorKzsdJch2wUBQWAFIAD3JskivAIedJJvES50qc74CatPLStBkdX3KtPMRACJuw4ePLjoi0dH7Yorrlj0/+QPgoAgIAhoBGDpWbtAYqNip5VQRASBxSBQyIQ6SiYIdEaj3pgJ17zcaxQCdLkIyv8FAUFAEBAEBAFBQBAQBAQBQWDRCHz/+9+nr3zlK4v+H8I9HD9+fNH/kz8IAoKAICAICAKCwMpFIDOo6ZX7fOTOBQFBQBAQBAQBQUAQEAQEAUFAEBAEBAFBQBAQBAQBQWAZCIgF1x1JggAAQABJREFU6DLAk78KAoKAICAICAKCgCAgCAgCgsDSELjkkksI8Wqj5Qc/+AF1dnaq1f/4j/+oknkZ9ykpKTEuyrwgIAgIAoKAICAICAKnRUAI0NNCJDsIAoKAICAICAKCgCAgCAgCgoDZCFx++eWEEi1PPfVUhAD91Kc+RatXr47eRZYFAUFAEBAEBAFBQBBYFALiAr8ouGRnQUAQEAQEAUFAEBAEBAFBQBAQBAQBQUAQEAQEAUFAEMgkBIQAzaSnJdcqCAgCgoAgIAgIAoKAICAICAKCgCAgCAgCgoAgIAgIAotCQFzgFwWX7CwICAKCgCAgCAgCgoAgIAgIAoKAICAICAKCgCAgCKQnApOTk9Te3k4+n48qKyupvr6ecnJy0vNik3hVQoAmEWw5lSAgCAgCgoAgIAgIAoKAICAICAKCgCAgCAgCgoAgkAgEQqEQ7dmzh7q6usjv99Pg4CA5HA6qqqpKxOky6pjiAp9RjyvzLnbCF6RjI37yBUI05g3RpH9qzk14AlM0yttSLYFAgDBSMjU1RW63W42W4Jq8Xi95PJ5UX56cXxAQBBaJwIgnSB6ue2IJ1h/nusm4PRCaomPDPhr3xf5PrOPIupWDwAS/F3g3esYDNDAZpCF3kLrH/OQPhmjYE+Lp3PYtUejodgnt1sTEhGq39LnQXqENQ3sWDAb1apkKAmmLAPSuEdYD8Y318vc15J5dB2P7kDvA31uA+iaCxJ9cwgTnwreDDmM8gm9M647x7C/7CAKCQPohgOZ7vnY8yLqhcZvbH5yjPybqjtCeDwwMENp6o4DckjbeiEjq5t2KxwgS+hCHB/3UxXphLBlknbF3nNuvJKmKeD/GxsaUHlhYWEgjIyM0PDwcuTSj/rjYdi9ykAydEQvQDH1wmXDZu3o89LO9Y4rctLC19ZpiO5Xk2Wh7VS5t4wJ545SXXurxqg5kY4mD3trkIht2TrL09vbSoUOHFOkJM3GMkNhsNsrNzVXkJyqG6upqWrdunZiOJ/nZyOkEgcUiACLq9x1upaA6rDl0dq2TNlQ4IofZ2+eln74xRoNMYpVxnfSeTQVU7rLSd14ZUZ3vPLuF3rWxUP0v8ieZWdEIPH/CTbtPeuk1LhjIUwRMzhTl23PIZbNQc6mdyvOsdGFTHlUVJFa1gjtTZ2enIjlB0uTn51NxcTFt3ryZjh8/Th0dHdTf309Op5Nqampo48aNVFRUtKKfn9x8+iLg4/r6iaOTdHDApzqPXu5MFubmUCcPUGn57q4RGrBYqH8yRPmOHNpRnUt/vr6QKvibM1PwPe3du1cRDtADW1paFrSWGRoaon379qlvEd/gpk2byOVymXlJcixBQBBIMAIjPID5ONdB/ZMBKnZa6YJGV6QdH+aBdNRP/awvFuVaqK7ITo8emZjRHzcW0MZV4T6t2Zd5+PBhevnllyP1y3nnnafcmEFswbJvfHxc1Tdo41H/iCQfAeiFu3q9TJAHaV+fjzmPIFm5rTq3Jpc+cFYJ2bkPAsLzwQPj9MxxN/mZJG0pc9B7txRRqTOxdohoi1CgL546dUrNgxCFwBoUbRcI9oKCAsVt4H1Cu9fW1karVq1KPphJPGNitfQk3oicKr0QgFXngwcn6OhQQH3sGBUZ4gamoQgj91PcgDC5yJXCi91eOjToI3CeE74pquGO46ZVM0RFMu4KCi/Iz+7ubjXij4YFxCcIUGzTZCjmS0tLafXq1cm4LDmHICAILBGBff0+eoNJToy2cnWjSgPXOfkOi7L4fIjrJozSBlgrGWRLIywX5VrpAHfA2WidpihEDxwYU4M1Nq6nRFY2ArA6e5UVXCi5vbA+4/cmxINirDHSMOuvFgrSBJOiq/KtlMtk6LXrCxIGGEbvNcGJ0XxYn4HchOIKi5DR0VGl7KIds9vtyoMBbdiZZ56ZsGuSAwsCy0FgzykfYVAKncc+JhmmKIcG2enGaIm/iwfKQ/lsbc2WnyNeUnV3NeuLV7WZ+62dOHGCUPD9YOAbUl5err6lWPcI3RHuhYiphm8wLy9PDTjE2lfWCQKCQHoi8GK3h+sfL+t/U9Q1GlD90z+fbsdf5n4q6iZsO85Vwp86PUq3VPoj92sfOjRJzWV2cnLbb6agPnnttdcUcaWt81555RV629vepmI6ot7RHh5o68866ywzTy/HigMBWAW/2OWmI8x1nOD3ZoC9FNB+QSd8jtdvq3bSeQ0uOsR9i6ePudkylLdzuzLGng61hTa6doO57Vf0JVutVkVkHjlyhDAPgY4I3VHzHlgHIzAIdEXd7pWVlSkeRG3Iwh8hQLPwoabDLYEAdbOmGuKqII8tZIY9qBKIO4c5an3Ygia8Dyy0CpiYgAn5BLTbBAkaE4zORws6jbD6xBQfPqYWHr2BYBmK7d/+7d8SRt6wn4ggIAikNwKoX1D/lPDo6ph3SpGeqF/yeWwFdRPcLEGMFvJoPuocLAf5W4eCW8R10TD/B8fwsJlfwbTSYMYdQ1lF/QJlVSRzEMD7gfdHxY3n9wQDdvyqUA7PW3kloiygHUPzhX15dXjfBNwiXN+1lwLaJrxTGOHHOpA2mOoA91B4MXAnIVwS8CDkkKYhgDoY9a2N+2eol8EjBP1e8o7PuOqNDfVTXn650iOhnbGxDXcieWeTRX9fsIiBzojvCSVWnY26HPtjWlJSojqWWBYRBASBzEJA1UHcxtcUWJnICtI410dasA3tfzVv6xjmUGnT+mOk38qj5tArnSYzKrouwnXAKAdtOdahzdfbYJQDSz6pd/TTSu50kt8NPHtwG8p0Yrr9YupDGVMgTBIk/H4xt8C7YZDcx/8ZYUvRZAhITbRPGCjHuwO3d4RIgl6IZbxDMACDYLAPFqJ417AfDMGyVbL3zrL1iWXIfRWz+9JaNvFGnLRxriBAgoJsyLVaqKrQzq4FVu44ElUXWtVICMiKGh4NaSpJHDEAJRXugUsRdCzhXoDKQUQQEATSG4GmEhutzrepWI1wl6xllyXtalLM9VBbuUO5ukPJheVnG7vHV7IrJUZwh9kitIjrL7ioFDjMc6/EaP3Ro0dVZxnhNOBaqYmq9EZTrq6WrYdXc5vVN2FVbRo3V6RbKpA1TlZ+4dGADhJc4RVRmiDYoKyiLQIpg04RiBmtxDY1NSnrNViJQoHF+1VRUZH1rkwJgloOmyQE1nB9fYC/HVjsu2wcA/SN5+ilb/4vmuwPd8pwGY998nLa9K7/TWuv+UflUlhXZOU6Wn+F5l0o3P7QGYSFDKw58b1hGkswUI6suojBi4J9s91tMBYOsk4QyHQE1nDfs5v1P7i5o1/azHWSFmyDVSi21RfbqNRl4VjxfkWSIlTHOtYfoVeaLWjnUb9oQgr1EELaoM3HeoTfwDapd8xGPv7jod9QzZzGhN/HoRPY4IIH5eDxChsqhGfZVuVUB2viEIB1vJ+HB/awHd5CmxMUNiH66qED4l1CHFkMimMe6/D+gNtA24VlGHyBGEVIJXAdCKGUzTLzhWfzXcq9JR0BdLz+6owCRSogoD0IzzKXTVnJbKp0qCku6tK1BUx88kg/j4a0lNtVpZCoi8U1GT9obe0JYhQdSAgUWjQu2AbBfzBfX19P27Ztm1cRVjvLjyAgCKQFAojBeEVrPrWzmzvIqc0cVsOKoVcWfNPv2lSo4jUeGwlQIysmb13jUgQWrPj29/upkpWTK1tjd3qXcoNQMOBughg8qE8wWg8lRDrLS0Ez+f9BTNgrWwr4XfFyXNlcJkL9KsYTv0pqIK+O36E8fs8QA3SjIdZsIq4Uo/loi+Cmi3ZLt1FwV0J4FiiyunMEghTztbW1ibgUOaYgYAoCiKl3eUu+GnR6cddu+sy//xX5vW4q3/xnqrj7T1DXH+6j1+/7EtWVuOjqv/s/dE6dk6BLmi34jrZu3arqanw/0P3wjc0niJUGYkIToJJddz6kZL0gkL4InME6InRFhLtBPHhjTE/oj7DwU9u4jQc5+sfjHhVjPqw/5i1YRyz1rmF9B89DEJwY1NR5KHC8hoYG5a4MEgvJbaSNXyrKy/sf4ntetpaJaSbNfUEXDbBL/O5eDw/k5dC16woUYY4zQDd8//Yi+gPnJpjgBFo7aly0bbX57Vesu0H7BJ0RA3vgOOrq6pRlp267QIKi3cM2kKS63Yt1rGxaxx5c00xPNt1VFt7LLbfcQrfddpu6s/vvv5+uv/76LLzL5N5SX18fIZ7K888/T7feeqs6+fve9z76wQ9+kNwLkbMJAoJAViOAhDQIZA9FQw+wbNmyhRobG7P6vuXmBAFBQBBYDALXXHMNPfjgg9T89g9T23s+GfnrcPsuev4L15HFaqMv/OoN2tq0igfNHTwoYWPiwjzrKwxOdXASMbgHYjBBiIXII5AZQUAQEAQEAUEgKxAQC9CseIxyE0tBADExMHJmFIx8iAgCgoAgYCYCsPZEXQP3Erguw70EI64igoAgIAgIAmEEYI/xyCOPkC2viFre+dFZsJSs3U41b76Wup76Gf33w0/QU2ddrrbDNnMNh51oZXd4hC1p5dLIFlpLJUWRAR7W1SBCMUgOqxhYXokIAoKAICAICAKCQHYgIARodjxHuYslIABLLFhh7d+/P/JvuBeKCAKCgCBgJgK6rkEMYoTcgFVR9OCLmeeTYwkCgoAgkGkIwOoSA0R5pTVksc2N75lbVqVuKTA5Frk1BCs6MuRX5bftk5H1iNvXxmGVNCnawJaiLg5lsZDg/HA1xRSDVogDigQjQoAuhJpsEwQEAUFAEBAEMgsBIUAz63nJ1ZqMADJ9NjU1mXxUOZwgIAgIArMRQF2zcePG2SujltD5R0EQ8oXizkX9TRYFAUFAEMh4BFwul4q52XniGI13HaKC2tbIPU2FgtT/2u/Vcn5NS2T9fDNHOUkJSjQpqixF2XUeU8TvM5KiGADXceJ1bD2dAAnWqYjzCS8hDGiJCAKCgCAgCAgCgkBmIiAEaGY+N7lqQUAQEAQEgSxCAAmSDh48qFwvEfR+06ZNqrOdRbcotyIICAKCwIII3HzzzfS5z32Odt35Adr24W9SYcMGgsXnvntvpdGOPWq5eO22BY8x30ZNiv7uyGxLUWSTh+s8EnE2tqxTg09wgUeoEiQbwfyePXuUdSgIUCSPkAR286Es6wUBQUAQEAQEgfRGQAjQ9H4+cnWCgCAgCAgCWY4AsnkjS7zO0ohkSXCRb22dsYDKcgjS9vZ8wSnqHA2Q3ZJD9UU2JkfS9lLlwgSBjEfgYx//BD382O/pmSefoD99+lJyFFWQf2KEpoJ+chaV0Vkf+Yap1vGaFH3UQIrWFjbReiZD19lzyToUIH/fMerq6lLW+QhhAut8kKNWqzXj8ZYbEAQEgfRGAAMwsEiHdTpyV4gIAoLA8hEQAnT5GMoRBAFBQBAQBASBJSMQCHAn2+9X/4f7OwhQKL0iqUXAE5iiXx+aoK5RPyHR9PqKXLpoTV5qL0rOLghkKQKB0BQ9dsxL13/xJ1R53/+lR75zB3lH+9Xd/sVf/AXdcccdVFtXp+J9Hhrw0aFBPx0e9NHxkQB5eaDCLOkaCxDK4x3u6UO6qDRnPVXZvVQUHCT/uJU2efxUki8EqFmYy3EEAUFgLgJjY2O0e/duGh0dJYToWLt2rYRtmwuTrBEEFo2AEKCLhkz+IAgIAoKAICAImIcA3CorKipUlngk4IAL/OrVq807gRxpSQgcZJLl2LCPJvxT5GMy1JLjo02VubS6QIiPJQEqfxIEFkCgYzigyM1hv4W2vvPDtOfp31L7q8+qf3zta1+L1IlIbIRyxfSxQhyfE4mQDjMheogJ0cP4bpdBig7sfZb6Xn18gSsl+uydREW5Fip1cnFZqYSn5QVO+vIdty/4P9koCAgCgkC8CJw4cYL6+vqU1TlIUJvNRnU8CISpiCAgCCwdAfmClo6d/FMQEAQEAUEgwxAYcgdpT5+PiA2GNlQ6qCIvPcisDRs2KCW3t7eXioqKCEmTRFKHgCcQov39PuoZC5LNmqNc4HE1IFtEBAFBwHwEkGgIYmEX88V8Zthfk6KXU746Br7To0yKaitREKPHmGCNx1J0pH0XdfzmW+o4i/mxsMv82J/9o4oniiRLrZxsqZGz0eefJvv8Ys4h+woCgkByEZjwhWj3SS/XHcTftJ1qC5NLnaBetFjYBWVadD2pl2UqCAgCi0cguV/x4q9P/iEIJBwBZF3WAtdTEUFAEMhOBCb9IXr48CR1sFUfOtgdI37683UFVMiWPKkWWH4ODAwoV6fx8XFCXNAzzzxTMg6n6MH8/qhbESij3hBRzpTKGN1caqeqAlGbUvRI5LRZjkATf1/IzD5FfkKoXSfiTixRQIquZStRFJomRUEcIOYnSNGwC33YfR6hLswSuOOjPH505ogNxbYIKQqitgmkqGPp9zZzZJkTBASBRCIQ5OYfSdMO8mAo4oEfGbLRVa0FSfMCqa2tpf7+fqUXIu4wrD/tdnsib1mOLQisCAREk18Rj1lucj4E4FaFjKNa7rnnHhV776677pJg0xoUmQoCWYJAN8d1OzUR4LvJUTEd+3geCW42siVoqkUruXBtQkzQ4eFhGhkZUa7xqb62lXb+Mbb4QAzAcZ6uq7BTz3iQmksddDHH/2ReRUQQEAQSgAASjV3Zlq8GHpBo6Gcuc0lCHBPfMcpla8OWokZSFK7zIEeDO6+igtq5CeiO/OqbNHzoZXXnG/76C+SqqJuFQo4ltjdBTFKUE6q1sIUoLEVBiq4RUnQWlrIgCKQDAv2TQeplXcDD5GeBI4dOjgc4vIY/aQQovIHOOussGhwcJJfLRWVlZekAi1yDIJDxCAgBmvGPUG5gqQh89rOfpS9+8YvKtWD9+vUqwx4yMf/kJz+h/fv30zPPPKPWLfX48j9BQBBILwQK2Oomz55DfazUQuq4E5rPSm06COKAIsg9iE90ypHtE1k/RZKPgNOWQy5+T2AXNuQJ0WpOdgLrTysTNCKCgCCQOARAgrYxMQiBFWeiJSYpelklW4qebYgp6lekR9dTP4tcTtmGnVRYvz6yvNiZ4zzwhvKEwVK0ntujViZDW9jNFlNYiqLNEhEEBIHUIJDH+qGLQ1j4ggEack/RKtYFkm29DeITlqAigoAgYB4CQoCah6UcKYMQANF5++23K1eCv/u7v6P6+np19XCBhxXorl276MMf/jB96EMfolWrVlFlZaUafcugW5RLFQQEgSgE4L68o9rJ8Ry9itzaUMEx2tjlMh0ESY8aGhoUCYp4T01NTRIHNEUPBiTMW+pdfPYccvuDVFtkpy2rU28lnCI45LSCwIpCwEiKXmqwFL3yR056ZBoJWGxO8ECJ20T3eXgjoDzRMQO3kKIzWMicIJBsBAp5AOLcOicbyhD5+VtfwwOh63mAQkQQEAQyGwEhQDP7+aX11Xu9XkUkLuUiYZEJC6hEyS9/+UsKhUJ04YUXRshPnCsvL4+uvfZauvPOO+mxxx6j1tYZN6ji4mJFhoIQBVmBKdZBWRYRBASBzEBgR41TubxPMbkFa9B0EdQjqPfWrFmjrNIlzlNqnwysr2rZIsvDGeDTIUZsatGQswsCKxsB1M9Gy69PnFdOmzbVcDzpAFuKwnU+7D5/jGOMJpoUheeCdp3XlqJSR63s91PuPnEIYKC8mfUBfwhu8GKRnTik5ciCQPIQEAI0eVivuDN1dXXRzp07l3TfDz30EF111VVL+m88f0KmZQhIzGjR68bGxmZtQjw+FFiPagFJUVVVNYsYRaBqIS80QjIVBNIPAbg0pavAFV4kPRAY6u+jL33pS0u6mJtvvnnWANqSDrLAn5Akq729PRIbrKWlhfLzw3ENF/ibbBIEBAGTEEC4ksEjR6jQ76erqqup8exGFb7kGCdBAiGqY4qCFJ000VL0BFuJovy+wx25E2SmRoZq5UI/HVNUSNEIPDIjCCwLgVy29s7lQXMRQUAQyA4EhADNjucod7FIBBobG9U/jh8/Tlu3bp31b6yDxGOB6mfFt7OzUxXjQSoqKiJWotpaFNalIoKAICAICAKZgcDAwAB9+ctfXtLFXnrppQklQNFOHWHyBSQMSHO0RUiWICIICAKJRwDf2xtvvEE9PT3Km2h8fFyFScIAOqzHUd7WHB6QQExnJELSVqKwGO0YMpcURdI2lD8IKZr4hy9nEAQEAUFAEMhoBIQAzejHl94XX1hYSDfeeOOsi/QEQvTS3sN0+JVn1PqqtZto3eZtFOKIfFZ2MUKA6Ty2ztIxOWf92cSF6667jj7+8Y/Tc889p1xON2/erI6ODu8vfvELNb9t27YlnxEZnVGgIGsBAQprURCimhQFyYp4fyKCgCCQWAS4D0oHueM5wAmQUM8g865RkPF7X7+PO7NTnPnbQSXO2Bl9jf9ZzDzqA2TyhJVeNVsL6e8ecYfRiYYg0L0kPloMqit3X3gooCA+Nd4tEDAgZcT7YOW+E5l655/61Kfo61//+pzLRxglLfUcHxlu6MbESNATDx48qHdJ6hTW1xBcE0IhTUxMqO9RexAZLwb7NDIhinJJ88wWWIbOIkVhKcohN8yS+UjRFs48D0tRWIyuKXFIiA+zAJfjZAUCE6wL7u1jXZDvZh1/I2brglkBktzEohEA/7G3z88Jtaa4/2Gnijxz+xjRF4SBt+7ubsJgudXKiTybmwnGWSJhBIQAlTchYQigY3b33XfPOr6fP/yPfe0eunOaAF1/3pW05YaP0bA7qDLsrmWl7KbtRYRkJYkUEA2f+MQn6Atf+AL96Ec/UoQkMu3BmhOuhW1tbaZb04DogMUOihabzaYqJCMxigoK2aBFBAFBwDwEXurx0AtdHlXXlLmsKk7bGavC7uZerpcePjTBmX/9FGKloX0oQO9Yl29avCcQnHv37lUdZNQzIKvWrVtH6OC/+uqrisBCJ7mvr4/OPPNM+f7Ne+zLOhIIll/96ldzjvHEE0/Q1772NbX+fe97H7373e+es8/27dvnrDNzRVFREWGQEe8MSHMsC/lpJsJyrGQhAOLe4/EseDq/zzdn++n+M+cPJq5AiCd8f4glHwgElB6Hb3AxEpMUHfFHXOdhKYo2KRGk6JPHZtzna+A+zx1yDApiikQvRbmJ7ZwvBifZVxBIFgIgp35zeJKODjEByrrg4UGH0gWRDElEEFgqAvxa0aPtk3RwwEfob+zvt9HVbQUJJUE7OjrohRdeoKGhITVQBzIUYQlhgCVClFiWSRAWBKIQsFtzaHOlM7IWyyA/Mebt4RhJx4d91D7oTzgBCqX1kksuUYTEvffeSydPnlTXBOLxn//5n+nWW2+l0dFROnXqlCrYjuJ2zyiNkZtYxgwUZ8Qj1TFJ9aHKyspUXFFtKYppQUGB3ixTQUAQWCQCqFdOjPqpttCupu2DNtIEaBfHU+sZD6iRWa6SqHfcT7DO2TRNkC7yVHN2R90B6090mOGyjGXEbITlHpYxUouBF8xDWREFZQ6EKVmBOvfqq6+ec248Sy1IXBVrH709UdMGtohD+wGvBXgXrF27NlGnkuMKAglFAPqODksUfSJYY4GUsFpyKMjW+YjFBy8hSE1NTfTuSVuGBT/qB5C3qK9Rn2PQf7nSWMyWolwuNliKHmdSNBxTNDzt4LZpwkRL0W52nUcxkqLVBVZqK3cIKbrcByr/zygEoAv2joWt9Gxc52AeuuBmk3TBjAJDLtY0BPonOG4z17FjvinK5+SrvdzfOMJhUBJpBQrDC/Qn0LeAoL8BTkP6F+HHKgRoGAf5TSICRc6ZkbRytsSyWy0E91NiGtRps5JzWrlN5CVBeYW1DEZDMGr/+c9/Xp3u/e9/P/3bv/2bmocyi7Jp06bIpWh3VVQiIDEwRQUDAsNMQQcbZf/+/ZHDwspHW4rCzQoFHQeYtosIAoLAwgi4WOmws0ILF/hcm4Vc3JHW4kSAe2Y+PQGsmWLrF95uYj2EgRXUN3CThKUnllEH6fWwCIWAIBUrPgWF/JwGAbw/IF1QRASBTEbg05/+NKHEkgf2j9MrbL2PEElcfdPZtU66vCX1yb58bJEKvQ86Gay944kZH+v+4lnXwIQoysVrZvZONCnaMx7kQUH3HFK0lUnRcKIluM/bqdjkUDEzdyhzgkDyEYCeiEEW98QU1zdTtJrDJUE/FBEEloMAeA0HN2B+HsQbY2eGUhf6GIl9r9C/AD+Atgr9DvQt4HUqEkZAkJA3IaUI1BfbqL7KwW4GfqXcnlXtpE2V9qRcU2trqxoZgZm4FnQqFxJtaWO0toEVjiZENSmKkRZUOmYK3L1wrdHXq8lQjOpgHqStxBE0E3k5VjYgcA53nOFKOOIJElzgd9TMWKLDBXBLlZOtjDxMf+ZQC7sAonNnljQ1NSm3d1iV49sEaQWFBOEu6urqlJKCZVg0YVBDRBAQBAQBQYBI19uj3nC9DQI0HQSEJ/QthMlIJPk5373GIkU7laUou9Cz6zwsRmEpOs4WR2aJJkX/aHCfh6Vo2HWerUU5XmKzkKJmwS3HSQECCL+2ZXWuGnCBCzzCsjWzPigiCCwHgWI2qjiL+xwYxPMxCQor//WcayCRAo4DBlqwBEX/oon7ISgiYQSEAJU3IWkITPpDNObleEn88WuBK9MHzyqhbnY7gHVWVaGVKwiuIZIg5eXldM4556gKYjmnw4gKiAujOxYsA1DxRBOj2tJrOecz/heu/LFc6LVyrklRKOoI1C8iCKxUBKpZsb1ufQGhI10Cy3NoIgbZWeekDRV2RYCWGqzUDbsseRYDJzt27CBYkCNjN0ZmIVBKNmzYQHBnxjz2ExEEzEYAlsdokySMitnIyvESjQAGp965Yf56O9Hn18dHcsynnnpKL9Ljjz9OF110kUqiCT0Muh0sbBDjOVVSz51qlIvWzLQjCPtyaGDahX46pmgiSNGnjs+Eh6piUlQlWWLyCKQo5gskhmKqXgs57yIReFOdizZU5nIMULbUM+iCiOMIDyJY7qVLTFDUPUiGCL1SDF8W+aCTvPvWqlxFpiOkC4wwEk11oM//1re+lUZGRpTHGZZPZ+SVZEhSejohQFMK/8o5OWKo/JEVpHEmQA9yIhKjgIhAMPhUCBTWRJAOIDNgyYWCGHFaYMUJwlJbimIKV3c0YmYKYgmiGDOkgnSBuxbIUE2MggQWk3gzkZdjpTMCcG2qXMAFJJHZPuGKAhf3WILM8CKCQCIQOHDgACFhCwT1/saNGxXZnohzyTEFgUQgcLp6OxHnNB7zIx/5CH3zm980rqKf/OQnigR95JFH1OAC9DjoUvAOglVoukhdkZ1Q3ppEUrSX3ed72X3eSIoi1t0GtnjSGehhNVrIVlEigkA6IgCLPaO42YDn0SOTKlauk0MowRJ9U2ViLfiM5481jySar7/+uurroS8LzyIk+BVJXwSSXeehTUI/X2QuAkKAzsVE1piMACxPnmfS8wCPQmMQuJuD/65UwQhdU5QZOgIUI5OvJkVhNYplszOcwiX/+PHjqmj8QdTCZR6kqCZG0UmWkUSNkEwFAUFAEMhMBEDKdHZ2qkE23AHCtej6PjPvSK5aEEguAj/+8Y8V+YlBqmuvvVZZ7MPa8+GHH6ZXX32VrrrqKvrc5z6nBhWgT0F3w3ZY22BwHRahsM5KJ5mPFEUoKrjOw2L0KCckNdNStJ8t50CIRpOi65FoadpKFJaiySYI0um5yLWkLwJ7+nx0oN/HycdCHMeRvXfYVwiu8cZY8sm+erTtcG9G3w5tO6z70I8DGSoiCAgCCyMgBOjC+MhWExAIcVPhZZPvEPsTFPMosNEF3oTDZ/whYBkGy0wUo8CCU7vQ6yliCJopIKdxbBSjwFVSW4tqYhRu9VDwRQQBQUAQEASSjwBcma655pq4T4yOEcgYDLK95z3vobPOOktlrY77ALKjILDCEfjGN76hELj++utp3bp1ah6JM7E8MDCgBhhefPFFamtrU9sQ+qi9vX0WatCboFOBDAUpqst8yxiATraroiZFL2yacZ/vgvs8k6LhmKJMinLW4jGVsHTW7S15AaTo05Nuerpzxn2+gl1D17GlaGsZu85PJ1wSUnTJEMsfTULAG5giuC4X5lpp2B3kOI4cy5HXpZIA9fv9ivhEfYEwNyBB0dYLAWrSQ1/EYe644w7lFbCIv6hdEf7qwQcfXOzfZH8TEBAC1AQQ5RALI8DJlVUMoFFPSMXfQ+wLLYjHB+WqrsjGmfZmuxzofVbqFIQjilasgQNcHmAparQWRcIlNHpmCjrNhw8fVkUfF42qJkP1FElcpLHVCMk0GxDoZQt1xCpG7Ln8JMctQygMdKrxPWNwAmErEEZDBh6y4c1a/j2gw/Pkk08u6UAYPEN7gjpbRBAQBOJDYPfu3cqCU5Of+l8gKM844wxFgEIfM+ppeh89RV2OOH0o8cp85KgmT7V1qV7GQLrZUsuu8yhGUrR7LMAWouEkSyBHTSdFmVzqZ0L0T/OQoi2KFLVTERNRIoJAshBA6IaDAzY6ORGkcjbkQRKbYkN8ULOvw+12q9iN+L4x4BItqFPQ94J1OQY6sY8kwI1GKXnLCDP02muvLfqEIK5FUoOAEKCpwX3FnfWc2lwqdVloiJWbosMz7kAH2dXm1wcnqJrJhita8sX95TRvBho7jBihaAFpAhJUW4nqqdku9Oh8o5LX8eT0+RFfRBOiOraoxDTU6Mg0kxB4pcdDL3V7VLb4Vfk2umxtnlJ2k3EP+I4RzwkuTXCjhOC7QpZ4iduYjCeQ3edAR2r79u1p546b3ajL3WU6AtBlMCgF/Sd6sBckBSR6vRn3jGOj4NzxCGK9xWNlqonTpbrlY2AQ5QKDpaiRFIUb/VGO+T/Kg4hmSX8MUrSc+xPrKnLDlqJItsQEVbFTSFGzMJfjzEYA2eGvbitQ73YeJ0FCPNtECbz/oAvCEAXfKQZXoAdqAfm5Z88epSvC6hMWoMg1kU6xh/W1yjQ1CCBEy0MPPbTok2Pg7ctf/vKi/5eJfxACNBOfWgZeMzK7r+ORWyiRP3rlucgd7N/9Mm0fHmEX+SLaz/FVEFhaZHEI6LgvIEs2b94c+TMaTyRc0oQorBTQsJotUNBR9u3bFzk0KlG40GtCFNPS0tKku3VFLkhmBIHTIIAwHbtPeunYSEBlrD065KM9fdzRa0xOVl/Ea8Q3CvITlkKw+kSBZQ8C28N6T2RlI4DBJtTp0YKM1O9973vV6ptvvpm+8IUvUEdHByEBEoh1WIg0NjYqq+Lo/8qyICAIzI/AxRdfHEl4dPnll0d2hEX1888/r5aR+CjVAiIE+l28Oh7aFpC72oJUE6PzLS/klj8fKRp2nffRYTZ0OGIyKTrgDtEzbCWKoqWMSdFwTFG40Ifd6IUU1ejIdLkIrMq3EkqiBbE9oQdiUAP1DDyBampqIv0nhNmAHoCQONAPMQCDfRNhBZ7oe82W43/1q1+lL33pS3Nu5/zzz6cXXnhBrcczi9bjE+Xd9dJLL9Fdd90153pOtwKxq4UAPR1Ksl0QWCQCR48eVQHjjURZ+/OP0dffey799b/dS1NN5y/yiIvbHaNm2rLK+E80JlomJyfnxMPENrgXQAHMJIE1ALIComgBAW10n8c8rEex3kyB5QKeN4oWNM7aUhRTFLhsLNUSQR9XpoKAGQhw9cAEUfhIiHSLWb1sxvFPdwzUTyhGhQjLIumFwFNPPTVL0f32t7+tXGHf/va3J/xC8W5gMClaMLikBaQG9gGJDmUb7xBCp6CTJO+TRkmmgkB8CCDB0QMPPKBCT0B/hDU+BpdRD0Bf3LFjh9Jj4jta+uyFugD3gRKvLOSWD/3YSKiuZovzmsI8Or9xJqZoD7vP63iicKOHpeiIiZaigyBFT3hU0fcUTYrCUrRELEU1PDJNUwTwfRp1wViXqbdLux4LneSuAwGNEi3GWM7o60p/Nxqh1C3PfVqpuxY5cxYjAIIN2TJBfpa0nkVNV95MVnsunfjDT+jkS4/Q3f98A715y0tkt9SouCrFHN8HbgYuu3lxQdEhjNV5NMJ+zz33EEq03H333XTjjTdGr864ZXSC4UoR7U6hrc+0tSimZscmQVxDuPeiGAWddyMximdUWFho3EXmBYGEI+C05dDmVbkqYdskp/mEVcumysS5OUXfkA4lge9Ex/RFvEZ8DxiVFUk9AmgHbrrpJkUkWp35lGOx0bFjx+gd73gHffGLX6RPf/rTqb/I6SuAxQjqcViEwaqrurpaERRpc4FyIYJABiCwYcMG5Ur47ne/m/bu3auKvuwLLriAPvrRjypdCQPOcFWFxTWIUWPBgLBxOVMJC7Pc8jeyh9BZqzgZFLvRT0456KTPTscmbdTOOT5BkJqZfT4WKVrKsRvXq0RLYdd5JFsSUlS/1TJNNQLw+IFhDvqs0AHh2m4k0tBngvEI6hoU6I6n69um+p7k/MlF4H3vex+95S1vmXPSz372s/Tss8+q9d///vdncQFYGYvEnXOQLFkhBGiWPMh0v437778/Qn6e+7n/5o5j2I2gcttF9Pq3P0pdf7yfbrnj69R2/T/PuhXwnxUccBpuLCWstBTncuH58NRCJUyUIhC1Xu9AxiWRRSGAUUQ0oCiwbtAChR0WorqgMw2i1GzlHQ09Ctw1tcCaAA06irYWxfWJi4dGSKaJQAAhOBCPGEmQaousSU20AAV3y5YtiqiCOyMEAxZQdPVIfyLuWY65MALDniAdH/HTi2+00wdu/gBx40Ubb/xXqn/rX/J8Dp184deqDfvMZz5Dl1xyCZ1zzjkLHzBJW0F6wjoNFv5woZPkR0kCXk6TdQhcdNFFKqTEeeedF0l0AffCNWvWqAEGdBrxfcEVPh4dBSEpMMBsJEWjSVJs0+vM9tBJ1gNarFt+CdenF7AFu8PpoqDNSV7KpZGQg/r9dprgeb/FyYWnVif5eBqw8AAl18eLlSFOyPosW4qiaAEpGs4+P02Ksgt9qSFhq95PpoJAohFA4suf/vSnKgkt6hO039GCfhg8OyDYrglS6CAf+chHoneX5RWGQFNTE6FEi1EP3LlzJ7W2tkbvsmKWhQBdMY86tTcKdyHIGrb81OSnvqI1V31QEaBD+8NxMvR6TNkQi3rG2XKQSzxiYf6zUhGmIEVnyFGM7uZOeWnbuW8hG+8ULkSITRqPIJ7lShN0oKHgo2iBQgs3MO1Gr13odUOs91vuFAmcYFmFogUNPMggo7UoluGWJSIImIVAXVHqmkUouyuxrjHr2S31OCHuTPRxdlcQnZ2jgcj0GLtoTvjDYQgO/+K7FAz4ac1VH6KGi/8qcqqqc68m7/Ap2nfvrfSd73wnbQhQXCDcrWBNIiIICALLQ0CHFNKZfmFdg4FaDAxjio5kPOQnrgKEBYoxdMVCVwePACNhqolRTaBGL0MfM3ugeqHrM2sbrlm55Bvc8nP54PPVYKiZA0yEggwFKarIUZCk1rlkqSJPef1UTuwYjiBFn2NCFEWLkKIaCZkmG4Gnn36adu/evejTwlBERBAQBE6PQOp6eqe/NtkjixDQFk0WdnuPFr1uKhS2eorevpjlEGtEJ7kji8L06Zy/Vv2v+2atA/0ZtjCdsSKFNSmrUGQPeqiyyEm15UXK6nSC2dg8dpNdydZYsHSAKyWKUWDBqUlRdAgwD/cNMwWuHjguCjIkaoF7sLYS1RajWLeSn5PGRqaLRwAWfyeYBCt0WKixxL74AyziH+jY4n2GgMyHxadI4hDwc6Kr7vEAdYLo5GRXx0enp7yMwbaFZKLniNpcuf3iObthHQjQl3fvZcI0RPkmhm6ZczJZIQgIAilHAAOycHnHAAM8Y7SOm4gLA7GKOPQo8QiIRE2OGi1J9bpowhTL0K8yTaC/20Mc35gLBdh/Pg4JMgHqs7gWJEk1WTo6mcuEaJgY1YcGKdrGLvNwm2/leKItbClaJpaiGh6ZCgKCgCCQEQgIAZoRjynzL/LMM8+k7373u3TiyfsIbu9G6Xryp2qxaM0W4+qkzGMEuW8yqMrcE0K9gotB36xN5Zxp0uiGb7Q01evD7vrhOKZWmKVmucCSAWX9+vWRO4UVpyYsNSmKbPFmK9rIhIhy6NChyLlhXaHJUG0xCtP/lRTfJAKGzMSNwKmJAD1yeJKtAQMcg9hC26qdtLMuMcnPQH6++uqryoIIHVa8n9u3bxcSNO6nNf+OiOHaBUtOA8F5nAnPHiY/MUi2FLG5wnGJvUO9c/7uHQqT2B5bPv3qwARd1ZpPhTyQJiIICALZiwAGfmGlhcFeWIE2Nzerkuo7xuAvEhKhxCsrxS3fOhUkV3BclXiw4VQ05FPWpTPu9/09udTDlqaPT1ua5rIXUn1ZATVVFtG61RwLttIppGg84Mo+8yLw4IMPEvpQRsE3ijBJEMT4RrZuhC1D3aNF4sVrJGQqCCyMgBCgC+MjW01CAAF5P//5z9PJFx+m1//fx9iN8IMEy8+uP9xH7Q9+g3JsDmp8240mnS2xhxngTJMo8YqOXQo3fGO8Uh3H1EigwnLIniVxTNEoNzY2qqKxAvlpdKEHMYoS3dDr/Zc6haLQ2dmpij4GOgVwD9HEqJ7C1V9EEAAC+/r9yv0ZsYRPcMZap43DZlTlkostv80WWA0hPiOscmBNhMEBfBtQbEXiQ0Bb6yrXdYNFJwa1zJaKrW+lzid+SId+/hWq2HIh2fPDiamCPjcduO92dbq151ys3p9Dg346s3qut4PZ1yTHEwQEgdQhcOLECVWHI9QE6m9MofPE6wqfuiufe+bluOXHsijV1qZ6mqlu+Tk0RblBtypzUTOsOcHhunixm8uj7JIfZNLUwTpwfl4+lRbl0eqSAiorylcJ6aBzoiB8E6YyMG/AUWYVAqhHogU6oxZ4CyEsB6zCjWHK9HaZCgKCwMIICAG6MD6y1SQEkNX7l7/8JV155ZUEi09t9YnD29la77Y7v0dnXbqDRjgOzwgnIHGzBQ86sXp5hN1SJzkW2xKNd0y6i6UdZpjvCeUYd9DjEbjZl8eIY1rALrnl7GoTJlH11EKZZGEKogfEI4pRYMGprUQ1KYrsxWYKrOxAOKG88cYbkUPDSkJfkyZFYc0qLvQRiFbMDIy1UfzTZoJ4B9AB4kwLpmOAY+N70BbR6ly8TmQ2Avhu0RbAZf0Yu6ojPAEIT8ybmS149lnnLq06821UtvHNNLj3GXr6kxdT3fnv4YE7O3U//XOaPNlBlWs20PYr/4owfpWTk4kt1dx7ljWCgCAwPwK6zoY1v57HdCXIctzyT0eY6u26bcwkPPH0I275/hFycyQoNzsIgBidT0BmQQ/VhGg0QRq9DKJdZOUhYKxbEHID/SazjUdWHqpyxysVASFAV+qTT8F9v+lNb1KZ4D/4wQ/SAw88oK7g7LPPph/+8IcqllI8lzToDjKZyMQok6SaHFXL08QpiFK9bcwXv5VmPOdO1j6TAY7fxJ38zvhCGlEu97hjxTGNJkqVBSq7ZaajhSncNlCMGelgxQkXeiMxCvLS7FhbSC5w5MgRVfQzxoi8dp3XU7gow0pCJHsR2FzpUK7TJ9lVelVejrL+dNoS48oMa2Sd8Agkn07wlb3oLnxnASadexl3uKojRudx1IGY8rKXY3cmWxDGs7rARrWcFMvLdTIu4U1f+SE99rX/TX/63YPU/ss7I5e0fef59J5bvk15hS6qKbLTeo4PJyIICALZjUBDQ4PKAg8XeFhiNTU1RbIxZ/edL/7uQN6IW35s3Px+v3qP4h30x8CpJkUxPR1xCm8s/EcksxGAxacW6IywqkafCH0l6ZtoZGQqCMSHgBCg8eEke5mEACzsbrjhhggBCotQBJKPVxBsfDEBx5GQop8TIo14w9akwxHiNLwMstRIoMZ7Hem0H8iBLnbX7Yoz5xA69oowzZ2xItWxS2O56CeKADodhmjQ6+vrVdH7aitObSWqY4zCYsBMAcna3d2tivG4ZWVlc4hRo1Ji3FfmU4/APffcQ9/+9rcXdSFBJuJszjz6n1//jlblx84Yu6gDzrMzOoSbN29WLu+wdAEhuhI6KZ5ASFlxGpMQgehEyIGlxuecB+K4ViO8QR2TnPXFdmrQ02JO9sbkp7auR/Ik1LE2SwndetkDdPvtt9NnPvMZdfwPfehDdNddd1E3b0ddXFdoS8tBprjAkJ0EAUEgbgRAemIQH8QViCh4OomYh4C45cfGEvrC+Pi4KrH3mLsWJOnpiFLjdnHLn4thOq3B84GnGkJMYABGsr+n09ORa8kEBIQAzYSnJNe4ZAQQUzO/BCOf8WVXRue8TxGmsDCdsSYNE6czy5pQhVVQpglzwpwMJKhKPNcOl0645Jew9ehsotRIoPK2aUIVyWMSJSCNYCmHsmnTpshpYMXZ29s7y1oUCQpAmJopiMGDsn///shhoTRqF3ptLQqidCWQWREQ0nQGMdqeffbZRV8dOrKJJD/1BeF9zlbFdYwHlzo5CREsOFWMzmnX9VNcv6ZCirj+qmeCs4GJznomOBvYUrOBp5X5p1eDYDXfVDLThtTV1UVuQc/XMPEpIggIAisLAbgjo/0XST0CS3XL1y73Ol7pfMtYj3AHmSi4dhRjHMmF7gNu+UYr09NZmopb/kJomr8NfRtYDsO6F30QEUFAEFgcAqKxLw4v2TvLEYC1Y30xlzjv08cMKDJGa7f78HSGKB2etjzV60E+ZpqA5AVpESYu/Ke9fMRQLJuV8ClMjqpkUFiviFSsCxOqeXaOhchE0HIErlVr165VRR8HyoFOuKRd6bW7iN7HjCmUyo6ODlX08aCIg6TVMUVBjGLZmK1R7ytTQSCTEehX8Tlnu6yD8ESdlwqp5MEaTXCqKROejVwkK3sqnoacUxAQBASB9ERgKW75iLkInU+TpZgqYnF0gk4Oj9Pw2ARvY6LU6yZr0EPWqfhi/6cbQtCfEWMSJR7JdLf8m266KW5y2IjHddddR0jym2wBQY3BVyRAAjktIggIAotDQAjQxeElewsCsxBAtuhatiSqnbV2/gW4Ug5wHNNw/NLwFAmStEWpJkq1q34qYt/Nf/XxbYEbaz/fI0o8AuoT5KiOURrLDR/WpWEClS162cJUu6YudHwoCMiobcyqjVFTWIZqQlRP4U5kpsBKABapKEYpKSmZ5UIPYhSxT0USg8DHPvYx+vu///s5B3/ve99LjzzyiFr//PPPU0tLy6x90DFKB8H7mg7XgrAAiM/ZOW3FaXRfd3N8zGQLrNKr2EW9kS044bpuJDxTFbIjmRhoy3a8GxjUuffeeyOnf/TRR2n37t20ZcuWyDqZEQQEAUFAEFg+AhjERoH78elkiHXgfafcdLB3hDr6x6h7YJy8HjcnSfKQPegNT0M85XkH1nGxhXwJSLl4uitd/valuOUDx8VYmSbSLR/6IMJeLVZaFxHCbbHHXmh/4LZz507xNFsIJNkmCCyAgBCgC4AjmwQBsxGAKyU67lUzsawXPAWIhxnCdLZbPkhTRZ4aCFQkUMo0wRUP8T2gxCszVqTTxGjEqtTolh+2NoXllw1mqSwgDOCejrJhw4bI6TCCr+OJ6qRLcBUyOwspYoWhHDx4MHJu7UKn3ecxRcIlWJGKLA8B3VmJPooxYDxIabwP6SSwXG5vb1cJv0DgNzc3J+XykOyna8yvMq5r93VMkXmdo4MkXZDgLRyfM+yyDqIThCfibMYzCJL0C07CCRHW4fjx4+pMo6Oj9Nd//dfK0l2fes+ePbR9+3YV+xZWLSKCgCCwOAR++ctf0o9+9KM5f3ruueci6z760Y/OGbxEu4KkniKCABAo5ZwFb24sUEUjAlL04ICPDg2i+OkQz8/SfXnQM5xFPpok9TBJOk2aavJUTb1koRQ0zvqGljGFNS3KUt3yjTFLY7noJ8Mt/40+Hz1xdJLeXM/EeIISZsaCGH0ZCbMVCxlZNx8CsFY3kvzoYxgTD8/3v2xdLwRotj5Zua+sQACd/FUco25Vfny3E2LladA9lygNW5zOrNdWp5P+qZQkHonvbubfS1nKKhfb+NyLChw5BgvTGTf8WXFNi2uoZVU97WBrVBCmsOKEdZUxtiiIKWReNFNwPBAamtTAsaHcgATVLvR6KrF+zEQ+PY+FDgFizPb09KgYtiDnEeLBzDhz475wfE5lycnu6rDsRCKiXo4NnIohFHyfKjanjtE5PUUcVnwLImEE4I6IwRPUSYh7/OlPf1rVUVu3bqWLLrqI0OHbtWsXPfbYY3TzzTcrIvTMM88U+AQBQWARCKD+/dnPfrbgP373u9/N2Y4BNyFA58AiKwwIgBQ9t86lil6NRKwH+sOE6GFFjFpZj3fGm7qArGw1qkhTdrkHSWozWJSGLU01cRreLm75ecry1Eig/va3v1WEopFUhDHEBRdcoB7TueeeS/dwUk0tjx+doP1MflrySmhXj4dc7Jm2s46fmYggwAhAj7/jjjuUPqYBQcLMf//3f6fGxka9KmnT3//+9/SXf/mXs7wSr7jiCvrgBz9Id955J8FjcqVJ1hGgIBP++7//m1566SXl6gp2e9u2bXT55ZfHbVEFC4pYyk2sl+PNb34zvelNb4pswksG97P5BKQG3C9FBIFEIIBYmsjwjhKPKJdwWJAarEi1G354ytsMcUxBnCAmaKbJuG+Kxn0BOhHnhTs5M3QpE6HhpE+1VFJYT8WVVmpka1JnYIxyJgbJN9pPE0N9NDTQR2NsiWWm4LmAbEUxCpLzaDJUW4zCglFIIiNKmT2vY4pBIUGHGgQoQjQshQAdZGsTEJsqERFbcmrCc5bFSRLhKnchxrIx23o4ERHCX4jMRQAkJwZhBgYG1BSj91gOBAJKscY8dJwbbrgh8ucLL7xQ6Tq/+c1v6Otf/zr94Ac/iGyTGUFAEBAEBIH0QgDtXyxSNGwpGrYSbR/yE+Jtx5KgxUEoHlthrM1z1uVMBdntfsaiVBOm+eSlcrufCi0+ymUiNcfvYZf9SUXmzDlIBqxYrls+SCwtMIhAgaWp3ekiZ2khFdq4T1DmVB4ysOwVEQSAAHT2Sy65hJ555hkFiLO8hnwj/XTfffcpbumPf/xjJIkv3lG8V/NN9bbo7Xp9rKlep/9z5MgRAvkKfgyej+vXryd4D/3pT3+i//qv/1LkJ0jQlSZZRYDCtRTx3jo7O9VzhFsj4nqg4EW89dZbyej6ON/DRkKT//mf/5lv86z1yOBrJEDhOvPyyy/P2se4AFdGIUCNiMh8KhEAcVbGI9Io8Q43j/BotZEcDVuTzliXRpOpiAmaaeJhV+AetoZDiS0lvBqlhYhDeLpKfLSaRqgkOET53mGyeQaI2VGiKXNdk8bGxgjl8OHDkcsCUabJUD3FQMtKHNGLgLKImZMc23L/gQnyso93a7mDtlXlLuLf5u8KkrugoECRniA+0cYsFG8MVt8n+T2NuKyD8JyO1QkL72QLok0gzEesjOuwkhCZjQAGO6CMapLTODV2wGb/i6irq0ut2rFjR/QmwjoQoK+88sqcbbJCEBAEFkbg/e9/P1155ZUL7xRjq9F6LMZmWSUIxI0ASNFzal2q6D/BUhSk6GF2nQ9PfRwia/E65lSOlXy2fPLRaVzL2KCxoDyH2krt1FwUonqXn1Y7ApQ75Y2ZCEonhgIBBBImEwVtLgrc8tEua8Hyr371K72opkX8O2ixUYHDRcfa8+j+XfmzYpoaLUy1iz4GtZcqxpwC8AaBfghdcSUL9CdN+MWa6nWaDNTLC031Nv0fPdXrA4Eguf0B8viD5OXi42UUPxdse+SBnynOqahpM239yF2UX7WGAp4J2nfvrdT15E/p0ksvpX/4h39QHl7JeHY//vGPFfmJwfHLLrssckp4B4H4/MY3vkEI6ZIKy9TIxaRgJqsI0Ntuu02RnzBV/9znPqfi86CT8JnPfIbAuONBI6/m798AAEAASURBVCnG6QTJAz7+8Y/PuxssPGEujwoNL5RRDh06pBbxcseKP4LOrYggkMkIKKtIWGzFmbvH7Q+dPo4pu7NrYjUVsQaX+zzcUw7qoEoiCxcXHw2lJET5/hEuQ1Tg4+If5Plh5aK03PMZ/49snajnNCGCbYrY5gEgbS2qp3ClFpmNwAtdHhotcBO/pipxVxFb+Tazwp8qAXF9xhlnENoKWPpVV1erGKU+Nr3uHgu7qoPg1JadJ9iyE9eebHFwFVBbGLbgNFp11nJ8TsQ6FpmNAJRoDNIaLTpBdqLgG16s6BjBeEeiRR9PBkGikZFlQeD0CFRWVhKKiCCQTgicjhRFXNHDA2wpaqI1IrynXjnp4wIk0K7bmfBzUGtZORcHtdSzvsJTDHoaBdZmRkJUz2sPl+hln89n/HvGzOeEAjTlGeP+C5f+0182BknAHWhCVM/PtwwSFf/5j//4D7rlllsiJ0DIrKamJvrud79L11xzTWT9UmY0sWecGuehu0STgNHbjct6fjH/0ftGTxc6Fralm+ALefnZP1KOxUrb/uFblLeqQV2izZlPm2+6g0aP7qbu4/sIsdxra+NNn7y8u4TBDBKIXXzxxbMOBCPBs88+m55++ml64okn6G/+5m9mbc/2hdk1Vgbf7d69e+mFF14gVBb/+q//qlwHcTt4wb761a/SddddRw8//DB94AMfUB3LhW61oaGBUGIJOiuocCAgWY2MOeKFYMQIFjvXX399rL/LOkFgxSEAq686FAyXxiFIxKISPxlc7zU5Gh3LFMvedPXJz7HQhKNUlVMG3tERmGAyFIToDDHqDIybmvkTo6KaXEHdqAVKFshQTYhiCuvClWy5Msrku60oh8rzLDTMHYc+djNLJQE6yWxmty+XTuY3K5f1Bw+wRecLvSoLeyqsqfPtOWzNOZ1pHRnXOT4nCM+qAish5IbIbARASMJaRBOd+A4xj3VQ7s0SdH4wsAvlFTFAjRlyn3zySXWa888/36zTyXEEAUFAEBAE0gyBWKQo9GVtKaqTLc3nPr+U2wEpuqvXq4r+P+J4tzARClK0tcyu5qtZt1zIe0X/F1OQWQj5YiRIYUmKdZhGE6ZYl4kCHQCWmyjxyosvvki/+MUvVGgbeJxicAaeqq+//rriNv7lX/5FuTVrshBT4zzOqYnFWOvjvQ7Z7/QI6He2oLYtQn7qf4EUrTjjAhpjAhThzZJFgGJwAZbHRh1RX5M2isF3ttIkawjQP/zhD+rZIWBxtIk5WO5zzjmHnn32WUWCvvvd717yc4aVKToy1157LZ133nmzjqOtP9etWzdr/UpdgIn+t771rTm3/9prr0XWIQYFRrai5V3velfSMh9Hn1uWU4tALsffrGErMpR4BJZxiL8zbLAijXbDNy67mWBNpcD1aBDFVRe5DAuPIocJUViJghwdVlMrx2oyU6BEHj16VBV9XKvVphSqqqrVypUebvRQsGJZsOv/ZNMUFp9jTBgjAVADZxmvjDN+7lIweP755+nnP/+5+quHTZ1Bvo5xGeXYupiizPd+tr3nk2pUeSnnjec/iHmrEhExBg0GwjMcHiOeI6zMfeCWhtjfmuiElWcyBHpGfX298nq56667VLIGnQQJXiqwIIZbk4ggIAgIAoLAykEAXlpns/s8ihaQoirrvLIS9dFBdqM3mxR9lUlRFC0YPEVYISMpioHTWDHr4dFQVFSkiv7/QlMM8sciRqOJUr2MfUH+ZZrAm+PXv/61wuymm26iNWvWqFtA/hH0nx966CH6zne+o2I8Ztq9ZeP1IswiDEq8I6coFAyQhftXRnEPdKtFGOslS9CnQ1JV9P30+4NzgxR/44031GVs2rQpWZeTNueZ/WTS5rIWfyH6IcL9PZZoAhQdg6USoI8++qiK7wlCFRlWoyWaAIUlCCxCsf9KlFN9/fSJT3xiwVtHtlqUaMHHiHipiRA0guisokHEswFhDrIWnUeMlKDBQQwYjIzAmnclW8clAn+zj+lgd9vV7H6zOs5QOEE2oxtEHFOV+IndUg3zsSxNJ5IQRzHEcYRGcytVieDDCp4rMBpxn9cWo47QTGD2yL7LmAlyI93b26OKPgwoYouriHKLK6mwtILKKldRNSxHy4o5MZSFQBraEOwxjQVxXE9NcLB/Djvp42dehrANLHj2AV7W0lzqoAkm/HzBHI7/6WDrRptyL3fyH5dLhkJJxzUcn860ft8v/kQ/+9KX9KkXNW29/uPLJkDxxFZzBwQWnSB7jYRnvoOBEpmFwJ79h+jqKy9XimKI242pUDhYvXG0HB4hiLEULfACMXqIRG9f6jKSnqFdAsH5zW9+U2WCR+JGBNjXgnbte9/7HtXU1CgLGrRnxcXFMS0A9H9kKgikCgFUxz0c3iMcP3iGIEE93csxmh1WC63KD9ffuEY/1vP+ZtTRse4Z+iD0RHxr0fof1mOQA+ElQNiICAKZgABI0bNqUGZiUI6yl9VBdpkPu86Hs9DDA8Ysge4ckxSF63y5PexCz/PV85CiC10HSFTtPr7QfsZt2i0/FnE6xhZww6OT5PeieJTFqfG/qZpHThNc98aNG2eRV7gekKDwAIE7PPZZKUYLqXoW8ZwXRD4SUx44cIAO//wr1PbuGQ5kYO+z1Pv8Q5yLJpfgwZMs2blzp7Igho74zne+U10fdFgQ63DF18nC4amENi2eXDnJuvZEnidrCFAd/w4KSyzR63WCpFj7LLQOFSY6GxAkWooVeFgToCA+/+mf/kllaYWyhI4K4iwgLig6LgsJXkajy6reF+tByOGlxfF1jC+9Pd2mfrbKe+JI/Cb+0defqHvEcZEYor29XWGIBhTPEo0pyGo8L925xTZUDNu3b1euB9HXKMuZi0AJh3gs4dFpKkSnaqZjFeuOQJiqpE+w1OMy4g0vh+cRuxTrwgXroPShQ7ds4XfSbS9WpY+aIodD9s4C32DEjT6f5/OQmZ7MOGn4NCDKptyj5EHpbae+fUQHeJ2fM42O28tonF37/c4yshaUk6uolIqcNkWMFjMxWpSbQ5iG52emIKqTJch+/thRj0oG1McEpLoeJm4Rwwo4dY/NxFx89PAYOas8SgnfdypE+055VAiGXL7erZwQaQeToqcTdNSRMKuTY3OeQHzO0el57qT7DP2J433JiXNl41utUUSnjUNPhBMS1RdZOWanjcmEWM+BA7hzMPeVLEgupsNGwMuj51Q/t8X76NjRIwvCoi1MondaTkwzkC6a6ITOAEJTT+HGhKye0GVw7k9+8pP04IMP0v33368uAS5yWAclFoO2OBZG+qGHILYs2rV0F1yzjnGa7teajten3R3T8dqirwntK+rqDh4kQkiNFo6/fGEjD0ZztIjftbupi+tQxBTeVOmgN9XmcvKJKfrtkUlV36o6erWDdlTnRh92ycvouMJaBrogkglu3rw58i5C74bb6dDQkFpXV1dHLS0tSz6X/FEQSCUCLtYTtlZaucAaLWyRBh32MGecPzIUUBajmO+bNC90iyJFT7KlKBcteayLt5TaVOihVv7+1/L8UkhRfbz5pmhX0N+L7r9Df3/0iIeGJgKUxwPfO7me2VhhV23s7bffrg4HK7ot511Gh0+Nko8JUmfISxV2NpjxupUxDTgCFLMFxCYE7Xe0oN+Ke8GAjBCg0egkbxk9ryliPYvDnk1xufiKd1D7ka/TkQe/QcOHXqayTW8h96nj1P00e39xYtzLr72e8qvXUiH3myry7UpH0zpPPNNY+xjXGeehR914441q8Bs64t13363aLrRvELxXN9xwg/JMq6qqUnonDNCivxG1cxr+QB+OZVEez6VmDQGqSStNdEbfvB6p1ftFbz/dMjoS6ByhExIdSFb/V2dmvvfee9ULtn79ekVWorOCALMvvfQS/ed//ueCChOy1SO2aCxBvD4cS1soxtonXdbtHwjSqVABnf+RL7N7J5tasyUUxMpD/C52cc5lzgmNHogibm+YlCC2ysJ+TEw5OTN5fauywlR/MvEHRDnMwEF2opOATi+UWZijYx6VAkhSfFDowAJvPHMkIhFZuQjk8QuaxwPn1ZHBc5BpKHMFVn+jHCNplIlSNVXzcHM2rGOFS29DPKXFhDH1W5005KpRRZ89h13lkWgp7D4fji2KhEu2qRmiT++7nKk95KNSb68qNMZH6uNvlnGYYKL2mIOJUXtpuDBBGmSy1Cgubm2K2MoQBGkRx4tSBYQp5vU6NQ2vQyiEpcorXWzVwJYNJ9maYZB1UriWHxsJ10GNTASO87KWXlZ6HWOczZErIGSEhyqTx+fGLiG2+GvMY2z5GiGwKu0eD9EJ3r+Lp108PcHT3gmOsRQ+vNpvvp/KrRfSmf/ne3M2H/vd3TSw5ym1vu09n6KC2tY5++RY5yZmAqa1THTWFlrUtE5NLbQ63xIjPidbLzLJ6TH3lZhznem8AnU+6n7U+SggOvV8rEHFqYB3ycpVPEoZlDfoLCA4EStNT2GtCSU2WtA2oZ1C/C/oI5jHdYOI0WK0+oQlG44D/Qe6DwZRM4GwAS7JdBHT2GXLFO85rH4zQY4MB+lAv48t8zFwOMXvc4AaC7je5mXEMZzg9hFJ3oL87jfmcz3Og0uHeL2HidBIHc3rdR29nHtG3YCBBdQJ+G6gA+JbRMcQAv0R5CjIBuiKKPhudRy15Zxb/isIpAMC0No2sh3RxhLupK3hQk4a59GIdv5O8a0eGQlP+9xxKDxx3tAkf8u7T/lV0X/JY92mma+huZjL9BR6TTztqj5GvNNXusP6IvTw7tEpgj5dn5er+oL6GHa7g7ocddTFdZOTE8BOcl92XY2d3sRFC3R/1LuaDI1nHnX1QqKTscHACm29MbEh6inUR2grM4WwinWveJMYdUUeGonEyDz3MUAsKoJRz+spSEc1j/9buT+ytONMcZ8/xMYwmEbOO31snNcK8pyJi6JcGxt8sGGH0x42+mAlPPD/2XsT8Eiu8t77lbpbrX1fRhqNRhppNLtnPIt3Aw54BWwg8WVNgITYDkkgBj4nuWA7QC7340t4eEgugRBMSMD4wU4uqwE7NsZ2vK+MZ1+lmdG+r723vvd/NKVpaVoaLb1Ud/+PXVPVpeqqU7+qPnXqf95lKksO9QdlXO9jJAdtudIh9119jXzyT2+XwYPPmQnn7XTnyQ1//Ney7ZbbpF9fGHK1v76z2S2VGImIc0GYBGhXGBzHfYOCwfIbbrjB3DvoK+K3hXsX91Nra2ucaxSb3ePZu9w2IS0E0MjOXrRREmC2GgdrNGWp6GFhgYJsa+iczy14uejs7DSrr7/+ehN7y+rAY/3nP/95Y9n5pS99Sb71rW9F3cfcfabyZ1hEOfMKZdN1H9CR+rAKPNrEaSOBxgEdVcSGqVFVCQ8c2GTpE0cc+uNDR7ciL0uqYjiiH8kR94r1wLF+NPiMzi4eXiiY4zP+jr9ZIyWR++EyCcxHAPdNibGCnG+L89ePaQdzRjA1wulcwRRi6vQ2Y/qQxWBBZMGDf8xdaaaZ9Xof54bGz7nQnxVIc0OTM5vEYkG7JVKkcUsxRRavo8BYik6LotNWoz2BAhUlFydsoq2YFkqnRVMwjfx8Tjid/jsGVqwCPiGdnHotpnTENVs7qwF1cUc5s/dp6Tp6Lg7x0Ue/J62/+xlxFGjWddMGaIukm6JTflI7/D846FELiCkVPEOaXXW6jbCOs9R5XmW9YJpbel55dGZV2YY9Uta6Z+YzFnLFLxXOSWmtKZK16rJfX6iCp1ovVySg4zSrIinyAW02rCIscTNS6LTa/8WcCqw+8MxeaYFrWqTQaYmd6K9Yz6HFHgPnZp2D9YyKtJa0nmNYZz3b8NKElyc+yxZLmdslioDVVmMgPKR9RPQJsc5aD4t19B+n108/+9C252h7H9A2Oqx9zemQJufa/+XW3fptof+Hfv7c/p/1d+tv+Lv1W1zuMfk9ErA7gUIduN5ejemc2Bd3UVTHovf1h8xk8cGA74wgelYUXRUDUdRqb9QgTwfCtb3RNgVTZMEn630VBjwaPUD7i5Fb6Gusdhzx3m+9+8/+a/RPGGSJFEyRHAnGVBiMwf7gsQEx6siRI/LAAw+Y/CPoNyD2+A9/+EPzTIeHKdosq2AZHiBop9APwOfIae46GDFoABIJ6RQIq/HPlA7+aFvsC2ksS/3s1cmjyx7tQ1sipGXtOC0+4i1gWqQ0QqURIVVM1HlY303mExUtoVFjO1lVT+gcnlKl+l5RajzWpt/bsGzWQeQ073FqkKXLuRHvF3MricGBjjGVXlXHwH94Pm3fc7n8xfeela985BoZ6zhmvnLrPz4hW9Y3mvsIrxq4n7Btosr73/9++fGPf2xy4eCYN910kxngswb/cY/gGZcp/cTzlbxEXYkYHgcXDQ0OGpH5BE5r/XJiG2DkBW4xaDRuvvnmqDXH8REHDDEUduzYMeulBhYZX/jCF+SDH/ygYF/IVo/YHdHKpk2bosYXffrppwUTChq15ZxHtOPFa90GfVAeHxWZCAaMkODRhwpG9wu0l7uhwimw7sLzRXUJtVzSxlcbW7iQFurntaUam64sVwXR2NcO1wLWnHjowJoGoweYrJdFrMOoHV4i8eDByD++Y3fesSfFPSaSgMaJl4pFxjBFvSZ0pACCqXG9hwv+WXEUn+HCNO2eD4vTEt2mSEcbG2ZOx6muOzPWomdd6fMDo9p9ie2TODc0IbmeCan0nJk5djDLNSOKTsBaVC1FJ1ylZuR2ZqOzC3Adh+DYr+7siynozFhu9+igwrLWpz0MxCrFwAo6Nc9990vy4oP/OGt3+376L9L2wqNy7ecfNOLkuB5Ycc6UN/pnFhOy0KoZVC9fnyfV7pBMdh0Xt3fADBihHdq8uTEhdUiVg6DjBnET1pCYW8sYzbaEwESey5QrT5wFpbKqqkJa66tmXNdjaSEG8RTCLIQXnCOeTZFWIRjsxTZ4xsF6BP0FbAdPBiRNSoVnGfp0LMsnAH6pcJ1xhi2Vauk5IiZ8CK56g/b/1pbnSrWKmyfUGgvJ6Qq07V6n7WJtiVvy3FPSNobYymFR73dp1odndXFsXODxe8GE3wt+X/gdRfb/kLUXfXwMriB2PLyyYLW91EGM5V9ZfpME7EFAQ3dKufZZ90SM50IUPaau88d1gus85r0xdJ/3qCi6X70LMVkFA99wmW/WdsPMdRnhf5bym9xc7ZBOTYKN+Kd1RWrZWZkjxWoBOq4Dh1ZxahziDZUIzeGXSVU+1+gxNlfnajurnc0VFLTTloGWtRsInFbsTyxDW4Dx1cGDB82Etsey8IeW8Pd///fGwAohcdAXWLeuWbbuvETfC8Qkhx3CO4JOSBQ7gLlZnjJzrI/o7lpVmHbLTEGFCDplqQqWMxMETeuzPkeQ7BOfkdwz0mji3IkvfWldhd4PQ1Mm9BW+jTwC6ypy5erGbPlGYbFxlsP6K1urpUjj7xutQw3BGvVeXV2aa3QQ/D2eBd5C8GDAPWIVPN9wv+C3gj6D1XeER1Gq9B+W8ju3ztuap+DtbVV99hyxetBg4CJHK9b65byI/OxnPzO7RIZ5vEREK7h58HKBKVpBRwnxt+AGD7fq+QRQbINpbsEL3U9+8hOzGjes3YMdq8GLvGtzjsaRCUzHSNTEIx4VIyq10VmnMV4qNaD9cc1CCJf49dqxxQj+MXzWxqtVO7SI+RSPAm5XXXWVNDQ0GJdAvEjiR48OLX5I6PRi5A0v1nAbxHZ42LCQgJ0I4PeFzudii087bEj2hI7PiA5dj3hXGfF0JgGU9iwnRvolMDogWZMDkuebdqeHy3ssC1zyS329ZrL2i1HiSVexdjbPutAbUVRjjKqr/1IKRvEHPNrB0+m8omGUXnvhYXldxU9nfrFs/NC9Un3x28Q33COHf/C/pP+NJ+XXf3e7XPY3P11Sx/m84yxiBZq2Oo3FuabkbCIi7RB941e58tDZ796+u0yuvGT6OTO5vlD6+vpMJwWDMZkqDGFwEyInxIfIOdrqZBQ8G9DncBWWiVOntbVVUlJeIYN+p+lYr0WQ4TgWxKWGBQieU3PvCfRR8He8IGEZHV4sQ6jByxRL+hPAPWH3PqJ1FfAsu2VTjun/YUAc/T9YfRZqSML3bHabPiSsPdFPxGBWnj4W3q19y7bhoHmBbdHtY9ld3Llzp/T09BgrGPTbIzliGQlVe3t7zcAC2mQMnrOQAAmI/lZ0IF8fMZc2nKOB8EPHNPO8SbSk73iYY1AjVsWjfdt9fQEzWftECKNmbS+sDPQtuoz45/OJJY14X81zm/jt8FBsVi8bfR2c9dtHm/qWdcWypswv8Nhq0H5bRX58fvuIwYiBmMjn9uuvvy5/9dm75b5vfdOsd2kinff9+Wfl6v9xhzwVdEh3da0MTGjIkLBTxrvVnOHh2R5ZFptUnMM7oEStGkrV46lMk3lBxCxTLWFazNT52eVyvR4wskp00dvH6B0Iu4X7pkVHB2Ax+jstOkimCXp7zlbog9vLxJFXrJ5lGsoA2ocmAotnMlnoRvBOxnML4jn6z5FhIKFpwdoThl/oK+L3gX6iFTIy0RwTfbyMEUCtFyUo3kspaIAefXTaPfE973nPUr563rYQ21DwApcJBW4TF9WgaYheIv+GDm/k5+jfiM1aWOtu2LBh1s7mix07ayN+IIEUJQCLazyIaxYUTafbJ5yiXwcrII529Q9LZ3eP9OkL3+hgr3iGBySkiZFiWRBxpyAwYqYaOTmza58jb0YUnVBRFK70Hqf2rtHDWEZp++W3zLe23f5Vqdl1nVnOKSqXnZ/+jjz7uZtk5PjrGrD85fPcz5dxKPMVJOjASDA6ypgbwVMTEkH8xMBPZLkfJqtRCqzQ45FJPMqhbLEK7l9zRU58jhy1TlRF0RlEfwFCJzqHmKzlSIvLyPqsjfwQh2WI4RjMxfMKlmlWgVBjFdTbilmIdRQ9LTKc25UAEo9E6/8VqfUOEtHNLaX6ErxjVfQ2c+62S/0Mi2lYes5X0H/MpDZ5Pg5cTwKLIYDf8MUaPB+TVWApiji+8RJFYaH5Rq/fTNYxYe0HIRTi1HpMKj5FiqKVKp5hWqig64nvx7JAIB4yxgkhGdLBeyzDYnPY49K5Q4YOTOr6MWO8ELjiLhEVQFHc1U3Sd/FH5f8ePZdMSgODxLJqcd2X5bGFthzWmLDKNOKmipzT66bnWId7yO4lV09oWxS9A8+2yIJzifasi9wmFsswCITHMTQsGHbBI8iy9rT2D+MuJHrO1JI2AqglLsK6EoFd5xasR4GL+VIK3NWhmMNtevv27fN+FS7yzz//vHGbvvXWW6Nuh1FjlMiEBVE35EoSIAESSCIBDEhUFzh1qpTtayu1JltmaoNwImjLMMFSBnMIM7GOG+MOecQd6pAKb8fMsUMaTwhCqOU+D6tRuNCHsy/8KBtt36/WnyUz4qe102xnjtRefoscfej/k9G2fUsWQIu1Q7NGhc0GteiMFDyrtDM9n8WBdexMnMO9FCPTltAZadFphapJJBdYcM0VOPEZI+F2su5qb283HVqIwfBkQV8mUgRNJDMeiwRIgARIgASWQwDGMVFFUbUOPaZWdNPCqN+4Ci9n/9G+A0vRaKKosRRVUXNaGFVRVPty2ap0wuvkX/7lX2Z2tW/fPkEy5GuvvXZm3XwLEHhhQDCogibmQxrGyYiakesgcupneC6lS4ElfsmMkDlb1ISQaUTOs9aaxfMM+qcLi2SeB/rYp06dMu9lMKKAYQHeReAxFOv3tGSe50qPfeG3xpUeIUHfR3arRx55RB577DH5wAc+MOuoUL+RhR0F8TmXUtDooVxIJUeyBWTZwk0GF5m5I8SITbZ//36zL5i3s5AACZBAKhKAO8XccB9oYyFkzRVGY22559DsnCX+fjOJxmxC0VDCahkKF/rpmKJGFM0pFb8j3/zd+ifL6ZKpkF/CIQ337pj96Av5NVW8Foih8xVYBzRo59hyXV+jlp0NatlZoh07lvMJoKOF52KkwIllTHC5SXRBTKNIK07LmhPWlAsJ1XhxGtUXFbhZYWAgWQXJFMEO7kmY4zMF0GRdDR6XBEiABEggVgSMKLpKLUV1ssoELEUhip51nYfVKOInxqoY93m1FN2nk1Xgurxqakh+8tlbpevEIWu16dted9118qE//jO57bNfNoLmtLBpWWyeEzkRcz5dCpyVEFsf/R8TOxNC5owr+vRy+Vlxk31h+111iKHo+5aUlBgLUIb0O3eNZr8Fnlufckuw+mxsbDQWEr/85S/lxhtvnDmH+++/37wwQJS89NJLZ9Zj4ZlnnjHudS0tLdLU1DTrb/hw4MABsy7a3yI3hrCKFynEkvzud78rn/3sZ02MIGwDE+Qvf/nLZkTpyiuvlI0bN0Z+lcskQAIkkNIEEB/JSiAROcCDkUfLStSaYzAolgWSVH5w1EzVnvaZXfuzEcReLUTPus9Xbdgl3a8/Ke2P3CdNN91+bjuNe3rmiQfM54pNlxq3KAiblss65rDwzJvjyjKzgwxfwKiyJWxibll2QvyEMJ7oAhdVS9zE3Fpejit4+0hAnmr3yLi6qUEAf+u6fOOulehzwvHgmguhFlaysEzFZxYSIAESIAESSEcCBWopukMFUUxWgSg6HVN02lI01qKoVwc8H/rffyIDKn6WbbhENn7gbsmtrDdx4g99/2/k+//yf+S3jhZZfdXvWlVKubklasLV3Iqnec4F/dy6ChU9ERN1oQHilDv5DKgwrhf0LvQVoT9Bm9q6dasJh7TUMJDpjCttetC44H/8x38s99xzj3zpS1+S5557zlhtvvHGG2YZsQ/uuuuu837IX/va16Srq8t8N5rIiaxZKOvWrVvwPoCqfu+998qnPvUpY4X6yiuvCEaL8KLy1FNPyZkzZ4zAeueddy64H/6RBEiABNKFABKMYWpubp45JQhmcy1F4UKP9bEsOZrtvtzXZSbst/CKLfLNvU9r0qO/lcnuk1KFJEhDPXL8J/8g/tF+ueX33if/8ak3xzUoeSzPL9H7QkcqUuC0hE64syejQNC0LDotkRNzCKCxKi+c8coRdcmD9j2gbmywgnibiqDJKOiD4BrANQ8u8I064MtCAiRAAiRAAplCAKLodhVEMVllQk0uj5mYooEZcbRzbHleJmOnDsrA/v+WvKoG2X3X98Xhnu5PQPB0l1bLy//vB+Tkw9+0nQAKUbNI2czE09S+yrkkQdPxNY0Fp66HRSdFTevuSc85Qi2ijwwvPFh/whUeBcYqLNME0kYAxem86U1vkq9+9atGAH3iiScEEwpeFCA8XnTRRebzYv+B9QqsWFCiiaNz97N79275xje+IRBVkXHrhz/8odkEL2TXX3+9EUetm3Dud/mZBEiABDKBAAajkGQiMtEE3DTQ1lpWotYcFqSxKnDbf9/7VOT8j/+Q07++30zWvrdu3Sa/e8s75IXnnhXEk8aETkMiCtzB5ztPcEG2b4heEPcSkZ0RMa8tcTNyHpk9MhFccAx00jF6bQmdkXO49cSzhDW2gk+TgYV0oVJfGiCA4nOyCs4d4XVwHTCoEO/zT9Z58rgkkCoEkJAMbSTCwiBPAEWFVLlyrGc6EUDm72ii6HFkn5+JKRqQjkWIoiNtbxg0tZe9c0b8tFhVbr1a3OWrZPz0oaihlKztYjVXTVMQY77sbGKgYvX6ePTszivzs+VOlTTysgLStKpC6iqKTOzSWB2b+0l9AniHWeg9BhoXjPyQIAnvPBhYz6SSVgIoLtzFF18sDz30kLFUQRYsXFRkRJ1P9X7wwQfnvd74zm9+85t5/x7tD3D//Na3vmWSPOD4UODx4j3f8aPtg+tIgARIIJMI4MURSWcwRSaqw+illWzJEkVhhQhhcDll27ZtZkAM8ZqxX5Tf+73fk127dknHmdNmsvYLq35LDEWWbSxDhIxlYhzEyXz99ddnBtpwbHRGrPLyyy/LsWPHTMxM1AGDbGC00gJ+o6OjUS06YWWY6AKmkRnXLYtOnGuyXL1hUbFes8aOaPxPZGqt1zAI+JzMAqEFEwsJkEByCWDAbu/evaavj98kwl9t3rw5uZXi0UmABAwBiKIX1eSayUICS9HjGk8ULvRH1GIUsUXniqLZGiseJRQ4vx+EflPY75OsbCS4XL4lnRE1zyYLmi+eJrxNYKnpQEfkbIGX1P88u+yaCki4Y58MaX9xarBUCtXAC20QPHIwQAoX6GT1naz6cm5vAsgSj3sErvK4t6GVIa48NKtMGMxLOwHUut1gLYEpWeVCynuy6sXjkgAJkECqEIDFfKNa8GOyCiwmYXVjCaKYw4V+sRnELddpSwBtaGiwdj1rDiEQmRQxWQUDWRDn5gqjy3W7xks0BN3IzIzoxKIgVio8CfAZnRTUByLoUgRQjPDi+5GWnDgepliHHLAYLTSH9a/1bLZETsxh5WnHQcJLV+epG5lDEx6EpK5oOunVQufHv5EACWQGAYTOQhsNS2y0sRBBEeqFAxSZcf15lqlHYFoUdasoem4QcRLu82dFUSRcetVzmezVU+t8+j+l6e1/IrllNTMneuY3D0hgfEjKNl6mIuhsARTJk6o1TvhMsiAVMCPjalrLmEeKmjM7X+IC+sGwQEffE+0QBmNgMIB1sORD/475RpYINcM2x32D+wfvTrhv8ByDYQTKfO9F6YQobQXQdLpIPBcSIAESIIFpAhADMVKJKbLg4W2JopbVqPUwj9xuJcsQFLFvSzy19gVR1bISteYQ9RYaRYX4if1A/MR+rWJZmGIkH51cCIMYncV2kdah1vaYYzt0ZiBsRoqdWBe578jvxHMZ1rORAqclesKFfyEm8azTcvadpcYXGyrj62q/lHrhpebXv/71eV9BzHGrtLW1ySOPPGJ9nJkjBBDcdFlIIBUJIDnJyaGAigcizWU5Zp7M88BzCG21NfCGZTsO4iSTEY9NAnYnkG8sRSNE0SsrJP+5P5Lvfuc+ee7ed0jLu++U3Io66d+LBJrfMf2X/+ev75asxjzp0Yz0+H6hGo2+aW2BXNkQu/jji+GGvh36hBhYRmgc9BmRjBT9SvQFWUhgIQJ4ZuG9AvcO5rAcxj2Ee4cC6ELk+DcSIAESIAESsAkBCI6YNmzYMFMjWE2iMxgpjEIgjHXB6CkmuKtbBZZBlqUo5hBG0TnFizOS4h05csSM2KPzATHUKuiAoKAzAmtPvGCjowvxEHFTOzs7zxM6If4mo6COltAJkdNazrRYQolij3vjhhtuWPBwP/rRjwTT3HL//ffLBz7wgbmr+ZkEbE8AVlo/PzIhHaNBI3yurwjI9c0FGvMueVWHmyDabfwm0dYjTwCECBYSIIHUJvCNr/8fGRsZlv/8z/+U/ff95czJwLr7m9/8pnzkD26S/b0+eaFDkxJq21Rd4JxlVTrzhTguWP1LDIoifBDaHoih6N9iAJr5RuIIPwV2jfv0H/7hH86rKUIzWuV//s/pgAowoMA7Bgbw0Hf/2c9+Zm2S1nNagKb15eXJkQAJkEDmEkBHECOZkaOZeNA//vjjxr0cZKpr6vQFVi15Yhz7Ep1RCJ2YrGLFOsXIKzqueIFG0jwkOrLKH/zBHxgLvnvuucd0YnEOcG2Cm/+///u/W5sldA5hOVLgtJbp7pnQy8CDkUBGEjiulp+nRwLiUStQ1RvEqZ+7NKHJao3Lm6wC10HEjsbAF9pBCg7JuhI8LgnElgD6XEiWCQEUMeJREN7iN5oTBNm1UbZUuzUuuEvGtUGqUtf3HEdiR2MggCIpIgbIEXIP/Ul4CmFABh5Jra2tpp78JzMJ4H0BIbQWKpHhvaztYNSwmKTf1vapPE9e7yGVqbHuJEACJEACKUkAo5yRwt273/VO01mEuzysRS2LUViNxtqyEh1UyzUJx8MILSxAEeN069atJtv7c889J7DW279/v7z3ve9NGGNwmS8RES2bEnYZFjwQRJdPfOITC24z3x8jLaPn24brScCOBCAtZGs8ipC2n2GdYPmZTOtPixGs+dFmspAACaQfgcsvv3zmpJBUyBI/rZUlGs8TUzzKXXfdJe3t7bN2jcF7q0C8+sM//EPr48z8TW96k/zpn/7pzGcukMBSCMA4A+J6JhQKoJlwlXmOJEACJEACCxKAizmmlpaWme1gxRkpimIZI6twGVlpefLJJ434uXPnTmNlYMXGxKg+hFFkh7/66qtNVsaVHivy+3hpt2JyWi7rmONFnjHsIknZbxnuSbAYZiGBTCLQWpFjsjefGg2IU4VQfK4t4utLJt0DPFcSyCQCiOONxEbzFVh6Pvjgg+f9GRZ8LIkn8L3vfU8effTR8w4cGRbr9ttvP09cRC6Dv/u7vzvveytdcffdd8vnPve5Je/Geg9Z8hdT8AvsQaTgRWOVSYAESIAE4k8AI6EY9Y8c+ccoPJILzRVGYcm5lHL06FGz+Y033jgrMRBEWAifv/rVrwTb1NXVLWW3M9vCytVyVY+cw10qkzo5M0C4QAIkkJIE4F769tYCOaMxQJ1q+rm6yJGS58FKkwAJkAAJpB+Bl156Sb7//e8veGLRBGsYXMRDAEVF2M9f8HIIBdCF+fCvJEACJEACJDBDAFaSsJjEtHnz5pn1EECtZEvWHEIp3N6jFcRuQgclWuw4K4mQlWE42vetddg2mkUnLQEsQpyTAAmkOgEIn42lTDKU6teR9ScBErgwAcQg9Xg8F95wzhZInMlCAiRwYQIUQC/MiFuQAAmQAAmQwIIEIESuW7fOTNaGCEyPrJwQRC1RFC70cK1HZnjEAUWg8i1btlhfMfMDBw6YObaxCixDLZd1y6ITnxGwn4UESIAESIAESIAESCD1Caxfvz71TyKDzuAzn/mM/P7v//6Sz5j99yUji9kXKIDGDCV3RAIkQAIkQALnCCB5UG1trZmstbAIRXIlWH5+8pOflB/96EeCwONIUgPB9L/+67+MKIqR/E9/+tOyZs0aY+HJREQWQc5JgATSkcCoLyyvdfvEo5mVW8pdOmVGMoZ0vJY8JxIgARLIFAINDQ2CiSV1CFAATZ1rldI1DYSnZHAyJEXubMl3xSdrXkoDYuVJgARiTuD48eNy+PDh8/YLa0yrIBlRZKByrEeioOuuu87aJKZzuL0j4RCyeeO4//iP/yj/9m//JhA4kVwJAimsSSGM7tmzJ6bH5s5IgARIwI4EQprg+LETk3Ko3ye+0JScGglIjiNbGkrs/ZoCN1UMXCHkCJPI2fHOYp1IgARIgARIYDYBe/csZteVn1KUwJAnJI+d9Ej/RFAKcrLlTWvzGMspRa8lq00CqUTggQceEGRDXKjcdttt5/25qKjIuKef94cYrcALM6w+ke39yiuvNJaglih7ww03mPV0gYoRbO6GBEjA9gSGvCHp1T6iX8XP8jyH9OmA+WnN+m5nAfTMmTOCQTa05xjU2rZt23lZfm0PnhUkARIgARIggQwjQAE0wy54Mk4XLk1HdFRf+7XSMRYUtzNL1pa4NAFIMmrDY5IACZBAcggggzwsUiF2wuITGSDf+973Grf3++67z1Tqc5/7nFD8TM714VFJgASSQ6BQB8cxBcNZ0jMeklWFDinNtW+2dySoO3HihHR3d5vBLK/Xa0RQxIFmIQESIAESIAESsC8BCqD2vTZpUzNvcMq4NFXoqH7PREj8+lk94sVBATRtrjFPhATsSODSSy+VO++8c8lVi1dg8s7OTmlvb5eRkRGTAR6CaGlp6ZLrxy+QAAmQQDoRyNWB8asa8gTZ3r3BsDSX5cjGSvvGAA2FQiZkCdze8bxA+BJYgrKQAAmQAAmQAAnYmwAFUHtfn7So3XoNZn9GXZkG1KWprsghzfpZQzvZukCYGBgYMPH4kHEZ7qosJEACqUXgije/VRp3vUWK1bKoRi2KIgsSbXSMhTQmcZYU6d+7dXCmVGMUVxXM3i7yOytdRrw4WAoho/vk5KTAigifWVKDQPd4UMY0UcvqYmdKxLJGsi3LMs3tdqcGZNYyYwk0lrrU5V1jIesIeU7ECDkE0TOjQYFIWl/sSigfxGTu7+8/ry+IJHZVVVWmDff7/WYgq6amJqF148FIgAQSQ2BS+4vDGqYjWVbpeI5byTPRf2QhgVgQGBwcNAN3SLqaaYlWKYDG4g7iPhYksL4ix3RcITaU5mZLa0ViO7ALVi7KH9Hh3bdvn3FtwnJlZaXs2LGDImgUVlxFAnYl0K8DLr86NiGYQ+TcszpXLl6Va6o7oh3ZXxyd0JhzasWj1uh+fcHO0+RsBbrdFQ35sqUqPpZHaEvQeR0aGjKJlkpKSkzyDLsyZL3OEXi1yycvd3pkMjAl1QVOuaEl38QqPLeFvZba2tpMfEKIM7jnLrroIkFsWxYSsDMBNQCdJX5iwOGX2o53nQ2ftK3GLVeuyUvIKaD/t3fvXhOyxOoLbt++3bTdqMDmzZuN8ImBrOrqavM7S0jFeBASIIGEEkA/8ieHJ+R3mvJljQ6AJrLAYwjt0Pj4uGAgEyGS1qxZk8gq8FhpSODIkSNy6tQp470ATzToHPHyfrMjvsT+iu1IgHVKCIE1OqqPKRUKRkQQ12l0dNS4qaLj29vbK7W1talQfdaRBEhACezr9UvbsCYb0jdqJNfIdWarsOk2L9cH+wPSrlmGEZf41Ii6LupCk1of9U5MSX6OVzbqIA2+F+tiJcpA+5KTkyMNDQ0cWIk15DjsDxZoe3t80q73U6HbISeH/Hp/OU1CvzgcbsW7hDsuQi3Acg0d2r6+PkHClk2bNq1439wBCSSSwMH+6XYcyZH6JkVd5H2yVdvxEh1Mj3eBFxD6fhAg4AUEzyD8lqy+INZRiIj3VeD+SSD+BH7yk58Yr5zII2Gg2iqjA73y04cekH3lObKzdnogHX/DIAgGReJZIFKh3UF7g/dS9B1Xr14tCL/BQgLLITAxMSEdHR3G0xWiOu4vhOjKpBjWFECXc+fwO2lNAJ1clCzN0oQJAigmFhIggdQhoL9a/d2KoIuI3zHiDlsljN+0ZOnf8C+EzrBkm6xsZzcyy9bWsZ3DbRLTfAWJNVBfWIciSRJdl+cjldj1uGP0wpi7BXcJ7iG7lsjnlbn3zz7T7Fpf1osEFiJg2nHTJodNm57I3x5+S5FCg9U/XKi+/BsJkEBqEfj4xz9uBKD5at3bdlj+7/+647w//+Vf/mXcBVDrHTSyHTqvIlxBAkskgPsK/UNM1j22xF2k9OYUQFP68rHy8SCAmJ9wZ0JHF40C3FbxmYUESCB1CGzWBBqn1bqzfzJoXJa2VufMuFZu0r+1DQcFMR2by7I0SZtTLURF4386jXVRRPi5hJ8wRmGdTqdxjUfHBBYGLMklYFkP+zReAmKBrdY4hPEKkxCLM0Usp/r6ehPbCe65sDyGxQgLCaQaASRCOjYY0MzwQQ2h5JTWSreUaULNRBTERZvbF2Scz0SQ5zFIgAQsArAyR/zPsbEx8z6KzxRDLTqcL4dAQUGBrFq1yri/w2MILvB1dXXL2VXKfocCaMpeutSqOEbwUcwg/vSibf/FgwXx0tA4QACFtRYECRYSIIHUIVBT6JR3bSyUDk2eUaTJjeoj4jbhBfrmDQVyWv+Wr4k1SnId0jkWkDKdV8cxCVI0emhjIgsSJaHt6enpMe5OkX/jcnIIwOLsEo0hW1fkPJsEySHF6gqP9dOWw8mp10JHbW5uNsIn7icIOXl5iYmbuFCd+DcSWIhAtN9Tsbbd79pYoCFLgpKnbfXaksT1xay+IERPtNMQQ9kXXOgK8m8kkJoEPv3pTxuBMVrtx30hmdTBz0KNE5+vCTMjy1VXXRX5MS7LGMDctWuXiR0P4QqfWVKPALzQ4hBZa9kgEBIJ+gbixMPQK9O8zRLXk1j2JeIXU53A/l6fxk/zq/opcpEGsLez5YzFGh1fiBAsJEACqUsAL8/F8yQ0KtSOLCxBreLIcsl/n/JIr1qM1qglKBJtQDiNV4HACXd3WJpjZN8qeNE+fPiwEaz4sm1RSc785FBAXuz0mhixsETbXTcd+wvX6MUOrxwZ8Bur4ktVHF2rMWTtViB8spCA3Qkgtu4L+ntCnM9WTZq5p85t3PKseuer8BDZVlvrEzFH7NzTp08biytY5FvxPxNxbB6DBEggMQQ+9alPJeZAyzwKhE9MLKlHIKTK53NnvBo7PiAF+t5xeX2u1OpgerILnmcLheNKdv3iffzkX4F4nyH3n1QCyLL87NkfPiqCkbTKvGyBdRYLCZAACdiFwPMdHnm92yujmnW4cyykyTay5G3r8uNSPVjlHTp0yFh5QgBFYHurYPAFE0Q2uC/j7/jMklgCY/6wPNXukaODfo0QK8bys0Ith5vKXMYlFxnhz+h9AgtQJEn6vYIigVDDQgIksHgCExpS4sn2STkyGNS2bsq0v7DQX1+e/AEFJEE5evSoSSaGM/J6vSY0SVFR0eJPkFuSAAmQAAlkLIEDmsjv1S6vdI2HBF1EXygsv7upaCYkV8aCSfKJs7ee5AuQ7ocf9IRU9Axr7KZsk7UTL5VD3ukkQ+l+7jw/EiCB1CEw5AnLiLZVzZrlEyIo2q54lcnJSfMyjWyexcXFEgqdOxasPhsbG81oPwRQTCyJJzDiDcmYP6SxYXWUXAWZyHsCz7ARnarzHQIj4XH/lAzzuZb4i8QjpjwB/K7w+9GIEmp57zBt8FAc296lAEOmXIiesLxCCAkso+1mIQESIAESIIHFEBicDJnn2mq1+oTV5Zg+8yZUC2FJLgEKoMnln/ZHr1VLzzK1+ETiCI9OFflOWVWYmAD2y4ULweH48ePGDTXSMmu5++P3SIAE7E8A8R3h+t6m7pgQtvA5XgUWRIWFhca6Ey/Zka7u+fn5JuC9JY7m5k67XcerLtxvdAKVeg9U6IS4TUMqhpbrsuW2VFc0/TdLJK/QZxy2ZyEBElgaAVhV4/eDMqDCJ5bj2fYupXYlJSWmnYbwGQgEzDLWsZAACaQXAXhxIKQNwnHA+4aFBGJFAM+zKu0fIulqjnYT0Vcs1nwDLMklEL83vOSeF49uEwIlavkJN9I3EANUyzaNAVpq4x8+LLH27t1rXFORGa27u1t27twpdHmyyQ3FapBAnAggyQ3c3vt0tBadlV217jgdSQTi5rZt22asPyOD2q9du9ZYgEL4bGpqmhULL24V4o7PI4DM79euK1BBZjoG6AaNAWoJM/WaBf4tjfnqHh8wbkw79V7JcWiQaxYSIIElEcDv5m36OyvP95kYoHB9j0xYt6SdxXhj9Pu2bNkiiAOKMCTIvswBqRhD5u5IIMkEYI338NFJkwgTAtXmqlx9vjNpYJIvS9ocfr3GtYbB54khvxSoD/wujSXP7mLyLy8F0ORfg7SvAV4WMaVCgcXn8PCwcTtFRrSRkRET/4kCaCpcPdaRBJZPAC/il2lw8niWhx56SD7/+c+fd4iOjo6ZdZ/5zGcEVqBzy+uvvz7LUnTu3/k59gQwUn9dc/TEA0jWgomFBEhgZQRgaX1tnOItr6xmaq2j2XExsZAACaQngUPG8tOvsRmnNJ73lA6E+2RrdQ69OtLzciflrJD8ORUSQCcFTpIOSgE0SeB5WHsSgGUW3FFh/YnkIxA+Xa7UEG/tSZS1IgESsAgMDg7K/v37rY9R5ydPnoy6Hu0RCwmQAAmQAAmQAAmQQAwJ0IEjhjC5K7sSgFHXa6+9Zgy9KioqZMeOHRnr4UoB1K53KeuVFAIIdt/c3GzcneAOX1VVJXV1dUmpCw9KAiRAAiRAAiRAAiRAAiRAAiQQewIb1ZPjuIaz6RwLSrl6vrdWuGn9GXvM3GOSCSC/yYsvvmhynPj9fhPqD7Gt3/SmN2WkdxkF0CTfkDy8/Qg0NDRITU2NsQKFIMpCAiRAArEgcNttt8nHPvaxWbtCEqSjR4+aDMMYkV23bp04HOcHSI+2btaO+IEESIAESIAESIAESGDRBApysuXmDQVyaiQoiP29pvhc/+u3PT450u+XHGeW7NHYjVYc8EXvnBuSgE0IjI2NydDQkMC4C7GsIX7iM95BMjG5HwVQm9yYrIa9CCD+JyYWEiABEogVgaysrFniJrKNHjlyRE6fPm3iDqODgo5JY2NjrA7J/ZAACZAACZAACZAACcxDAMLn3JjeJ4YC8txpjxFG9c8y7gvLezYVSp4msmEhgVQjAIOuwsJCGRgYEI/HY5KxIsxftJwDqXZuy6kvBdDlUON3SIAESIAESGCFBOCGMj4+bkZiEW4Do7EQQVlIgARIgARIgARIgASSQ6B/MiRDnpCsKnTIiDcsI76QtA0HpLrQKRV556xE41E7WOdNTk4acYp5KOJBOPP2mZeXJ7t37xYYYiAWaFlZmezatStj85xQAM283wDPmARIgARIwAYEkHQNI7LDw8PS19cnpaWlUlxcbIOasQokQAIkQAIkQAIkkJkEqgscUqZCJ1zjc1TvHFYR9Ddtk+LIzpL1Gjf0LWvzVUyKPRsMhB84cMAIoOgfbt68OSNdlGNPlnusrq6WG2+8kSCUAAVQ3gYkQAIkQAIkkAQCGIlF5xbhNuCSghiga9asSUJNeEgSIAESIAESIAESIAEQaCx1yVUNeXJkQK0xA2HpGQ9Jx1jIiJ6B0JQ0lrikqcwVc1gnTpyQzs5OEy5pdHRUYLmHbN0sJEACsSNAATR2LLknEiABEiABElgSAcTf2bZt25K+w41JgARIgARIgARIgATiR2BrtVswHRv0y8NHJjRJUpZk68C1PyTiUxE0HgXu70hUA+ETIZHwmYUESCC2BBjJN7Y8uTcSIAESIAESIAESIAESIAESIAESIIEUJ1Bf7DQZ4N2OLEFCpNoihzSUxMeGDG7KKLACRZx4hyO+8UZT/NKw+iSwLALx+fUuqyr8EgmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknwCyxN+0vkAO9fsFdp8bNAZofpyywSPpEeLDY56dnW2sQL1er+Tm5iYfBGtAAmlCgAJomlxIngYJkAAJkAAJkAAJkAAJpBqBnvGgvNbtEw21J60VLiMw+NXF9OVOr/ROhKRKE5LsqnWrCyod11Lt2rK+JJDKBJAB/iVthya0cWrSuKDbqnNMJu14nZPP5zNWn7AEhfAJF3isowAaL+LcbyYSoACaiVed50wCJEACJEACJEACJEACSSbgDU7Jr0965IjG2UNyke6xgBTmZEvbcEBeOOOV/smgVGg25qCKo29em5fk2vLwJEACmUIgFJ6Sx09OyME+vyZCmpKOUWSEz5KNlTlxQ1BVVWWyviMbPCxBS0tLpaioKG7H445JIBMJUADNxKvOcyYBEiABEiABEiABEiCBJBPonwzJoCckqitISb5Dl8MqggalSzMu9+nfWspy5OhgQLrVSpSFBEiABBJFYMwflgFtg5DwaLXGAUVbhXYongJoSUmJyfre3d1t3ODr6+uNK3yizpnHIYFMIEABNBOuMs+RBEiABEiABEiABEiABGxGoDQ3W4rc2dKlwsJkICRrNLlIuQqhoyo+lOp6iJ8l7iwpVytQFhIgARJIFAFYohdrG6RjM3JarT9rCx0JaYdg9YmJhQRIID4EKIDGhyv3SgIkQAIkQAIkQAIkQAIksAABiAxwbUdSEX8obKyrEGuvWuN+BtXyqmcibGKAXl7PJCALYOSfSIAEYkzAmZ0lb2kqkFxtm8Z8YVlX5pItVfFzf49x9bk7EiCBeQhQAJ0HDFfHlsCUps1DPCcEkV5b4jKj/dYRhjXA9JnRgI6yOaRBR/7jVSYnJ6Wrq0swr6mpEcRZQYyViYkJxliJF3TulwRIgARSlMC4WqA9e8ojU2r+0VLmVOs0kUq1TKstcgqStiA5C0SamsL4PbfmQxcOh6Wnp8ckScjKyjIJEpA0AVljWUgg1QisVcFP45/xAABAAElEQVQTU2QpUNHh2uYCs2pKO5Ftw0Fp1wkWorDKimcZGBgwfcWysjIpLCw0SUj6+vqMSyr6jvydxZM+900C9iFQo8/4WzYUileDEJ/U9ueYWqRn6zPXp4M1c99nY1XrUCgkJ06cMBng165dKxUVFbHaNfeTIAIInQCvhtJch9Rr+ITIAs0D2ked9iUT5dkwPDxs7ieEWCguLo6sTkYuz74iGYmAJ50IAk+fmpR9vX7xqACKl8Wb1heYHz1iqTxybNIEucfo/07N8nlpfeyD3I+OjspLL70kp06dkmBQGyR1LYAIiux6Ho/HBJjeunUrHzKJuBl4DBIgARKwOQFYe3zthSEVXALi10QIsARpUesPCKBrVKg5retHdJsS7dzCeq21InFWIRCD9u7dKx0dHQJRBgXiJ2KFbdu2La4Zam1+2Vi9NCXwzGmv7O3xah9ySqq1D3ljS4H5LcbjdE+ePCnHjx83gwtIPrJ+/Xppa2szA+ZOp1Pq6uoE/UUMPLCQAAmkPwGInz8/MiGnRwJqkR4SNUzXwc9sqSt0ydtbC1Xkit2ADAY3n3rqKSOA4n314MGD8uY3v9k839OfdHqc4Sm9Tx4/4ZEBT1CK1MMBusaOVW5zcq91eeXFDq8gvmyF9iff1pSvg3qzB/9iTQF9xUOHDhm9o6CgQDZv3mw0kFgfJ5X2F7tfbCqdNeuaUAKjvpAcGfBLpwa1V/1T0DAc7PebOhzQzHr4jIfJGf37wf6A+DQjaKwLfvydnZ2mQ+v1egWj++jQwoIGBS+RZ86cifVhuT8SIAESIIEUJPByp9eInxMquIz5p0wihAFNztI2ElKr0ElpHwmauGAQSPf1+hJ6hhjJxzPLslLDIB6We3t7ZWRkJKF14cFIIN4EYIl9WPuMHZoUCd3DyD5krI8Nyyv0BfF7Qunv7zcvjvgMMQKD6fidjY2NxfrQ3B8JkIBNCZwcCqj4GZQh75Tx/ECSthHflMYFDcihs++zsar64OCgaYPgnYj2CM/7w4cPx2r33E8CCEDbaBuGzpFl+or7+3yi4+hG64Ax2CmNJwulA/3H/bptvMvp06fNswyDdtQ7pmlTAI33Xcf9G1cBuAtMaUMQ1BbAocvI9omC9WpYo+tF4CaPZUyxLnBXwgTLGaugIcCEB4y1bP2NcxIgARIggcwl4NDekT4ezHPJ9FQVBQbq8CRz6LMEjykM6KHgOZbIYj2vrOcZ5piwnq65ibwSPFYiCOD3Zf3E0FfEi0s8+ok4F+u3hTn6hlbf0fps/c7wmYUESCAzCGRrg4M2J6zPWUzoAEyhLdJ2wHqfjRUJtDlW+2K1N3yux4puYvaDxwPumYCGScCyPsH0wFBBRPuP03VAfOt43D/RztC6pzCIZz3Tom2XSevoAp9JVztJ54oA99uq3Ub89Orw/Sp1GdhSNW0KflFNjnTpSFrvZFCD3LuMibgr1k8TPW+4BmLUHjFV0KlFXKfVq1eb+J+wCEV8FcRZQcHoCGKD5ufnm22sB5H5I/8hARIgARJIewJ7Vuepm5JPjg/6NTHLlOC5VF+kGWDVZWl9uUvjgKkFiDekz7Mcufisa1OioCCES21trXmW4bmGZxRc4LGOsZ0SdRV4nEQRyHdlyfaac33IGu1DbtU+ZTwKXg4bGxvF7/ebuJ9wgd+0aZNxiUe/0OFwGBd4rGchARLIDALrNOwNEiBBvIIQCmOeas0IX6fhODbFOCkS3k+bmpqMxTkEKzzTEXKDJXUI7KjJNZbCgxoHFKESEN7PGii/uDZXPKqFjGsIpYoCp1y0Kv7J/aBvwFMIE+6vhoaG1IEZp5pm6ejCOZO4OB2Eu105gXvuuUe++MUvmh09+OCDcuutt658pwneA+J9In4TEkjkOjEOMl0mdR3+VpSTpSJo/DR5dGjhzuTz+UwDgJdIuDEhKRKCAufm5pokSQcOHDDr8/LyzEOotbXVqirnJEACJEACGUIgoMLnq91eM3q/TpMgweWtIi/bBLVH/M9+7dwiJmhJnBOyRMONrhsEGTzXUNxut3muRduW60ggHQgg9t6EusPX6UBErvOsGU2cTszqG6KfiN8WBs7hmooYoHiBZCEBEsgsAmrMZxL2QgDF5A+J1GlyG3ccjHbwfEfoNrjBw4AHcRtZUosAQrcgWWZZng6c6xRZkCBp2AygO6VAjcQSUaB14LkGQR36RqaX+KlNmU6W538egVXzZMrF6D5G1uJdcnJyzMh95HEwih85ko+YoOjkYh3iruBzS0sL3QojoXGZBEiABDKAAKw+L1VLUKtU5ltLYkTPZAifVg1g9VleXm595JwE0p4AsjELpgSUuX1DWH4i+zsLCZBAZhKA9edatQRNRMHzHcInS+oSgPdrYXn05JhIfoQpkQVerZhYpgkkRnYmbRJIEQIul0swYdQNrlAQTekCnyIXj9UkARIgARIgARIgARIgARIgARIgARIggSgEaAEaBQpXZS4BxH4aHx+fcYGH9ScF0My9H3jmJEACJEACJEACJEACJEACJEACJEACqU+AAmjqX0OeQQwJIM7K7t27TVxQxASFNSgLCZAACZAACZAACZAACZAACZAACZAACZBA6hKgAJq61441jxMBxHqKjAsap8NwtyRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAgkgQAE0AZB5iAsTQMa7QwMB6RoLmmxpW6tzxIk0eywkQAIkQAIkQAIkQAIkQAIkQAIkEGMCyNj9Rq9ffMEpaa1wSV3R+fJI93hIfnl0QryaDv6K+jzZvsod41pwd5lAYMwXlr29PgmGRTbovTZfguiVsICm0tXVJUNDQwLP1jVr1giMu1jOETj/F37ub1wigYQRwIPnv095pG8yKKVuh4zpw+jqhnPZdxNWER6IBEiABEiABEiABEiABEiABEggrQkEw1Py6PFJOTrgF39oSk4MOeUdrYVSXXBOMJrQd9JvvDQkJ4cDovqnHOn3y+27S2VjZfQs32kNjCe3bAIBvb9+dWxCjg8FVACdkpN6r71zQ6FU5J2715a984gvnj59Wg4fPiyjo6NGAPV6vbJx48aILbjILPC8B2xBoH0kKJ1q/VmV75TuiZC06UMmrCMYLCRAAiRAAiRAAiRAAiRAAiRAAiQQSwJ9kyHpHg+qZeeU5LuypHciKO0jgVmHOKIeij26HlZ7OY4sGfSE5PVu36xt+IEELkQA91CvahwBFT9zndlmuV31jliX/v5+Y/1ZXFwsIyMj0tfXJ7AKZTlHgALoORZcSiKBAn3o4MEDF4McvSsL9Z/sLLrAJ/GS8NAkQAIkQAIkQAIkQAIkQAIkkJYE8P6Z58o21p9D3rC+i2ZLoa6LLOV5WUawUg95mdB/3M4sKculhBLJiMsXJlCg91au+l57AlMy5A0Z3QN6R6wLkji73W4ZHh6W7OxsycvLkyxqKrMw0wV+Fg5+SBaB3XVuQVwMjMQVu7M1vkpusqrC45IACZAACZAACZAACdiEgCcQVtEBA+M2qRCrQQIkkBYEijXs2mWrc8WhOlRAxc2mMpe0Vs6O77m2NEfe2pQvT7Z7jPUeXN+vaWSYtrS4ARJ4EmXq6n6pxo91OjQGqFoct1TkSEt57MMoNDU1yeTkpIyNjRnxc/369Qk8y9Q4FAXQ1LhOaV9LPIDeuaFAEIi6wOUwD6K0P2meIAmQAAmQAAmQAAmQQFQCED4hOiBEUpFayly9Ni8uSSOiHpwrSYAEMoLApqocWVfuEsRonM8iD7Ea39yYL171g68uoHySETdGHE5ya7VbRU+XiSVbEAfrT1QZFp+7du0SxP6EJSisQFlmE+AveDYPfkoiAbi8QwhlIQESIAESIAESIAESyGwCr2mcvTd6fDKiHkIOmH/q/7+7qZAhkjL7tuDZk0DMCbg1tiemhQo8FDGxkMBKCCD+Z7wLXN4hhLJEJxD/KxD9uFxLAkklgGDA3d3d0tbWJhMTE0mtCw9OAiRAAiRAAiRAAiQwmwBCI8EzqLbQYbLmjutnNQplIQESIAESIAESIIFlEaAF6LKw8UupTuDgwYNy5swZ8fl8UlJSItu3bzdz67x6e3tN8ODCwkKpra1l8GALDOckQAIkQAIkQAIkkAACa0pcsmooYLI0l2vSkXr9fCErrQRUi4cgARIgARIgARJIUQIUQFP0wrHayyeAmBg9PT1G4IR5+ODgoHR1dc0IoB0dHXLo0CETPDg/P99YiDKA8PJ585skQAIkQAIkQAIksFQCmypd6vWeL6dHA1KS65DtNbFPGLHUOnF7EiABEiABEiCB1CVAATR1rx1rvkwCDofDBASGG3wwGBTrs7U7iKMDAwNSXFxsxFGIoC0tLbQCtQBxTgIkQAIkQAIkQAJxJoA4ZkhQgomFBEiABEiABEiABFZKgALoSgny+ylHwOVySVNTk4TDYfH7/VJaWipr1qyZOY+cnBzBNogNCnEUn9EJZyEBEiABEiCBuQT8mjn2xQ6vyVRdom66l9fnMVHCXEj8TAIkQAIkQAI2ItA3EZIX9Nk9qYGF15W5ZFdtrr7vJa+CeC89ceKE9Pf3m+zd8D5EKDYWEiCB2BKgABpbntxbihBoaGiQ8vLymRigTue5nwLEUYifY2NjJoMarD9ZSIAESIAESCAagdc1U/VLHR7pnQhLoTtLAiqIvqOVLy3RWHEdCZAACZAACSSbAJ7TT7R55ECfTzCI2TcRlIKcbNlUmTxrc+SmOH78uAwNDRnjm0AgILt37zZei8nmxeOTQDoROKf6pNNZ8VxIYBEEMKoWbWStoKDAPHAmJyclNzfXWIMuYnfchARIgARIIAMJ9E2GZNADCxKnnBwOSr9+xsuVy5FEU5IMvA48ZRIgARIgARJYDIExf1iGPEGz6eoihwx5w9KvFqFSuZhvx2cbGN6Mj49LZWWlEUGxjGS9yFfBQgIkEDsCFEBjx5J7WgaBMV9YXuz0yrjOG0qcsn1VrmTb4J0Rru9FRUXLOCN+hQRIgARIIJMIVBc4pCLfISeGglKkFqDVBU6Kn5l0A/BcSYAESIAEUopAsTtbyvMc0qOiZ8dYSOqLHVJd6EjqOSD3BAxzLBd4vIfCEIeFBEggtgQogMaWJ/e2BAJIQvRE26Ts7/XJuI7EnR6dfmncWu1ewl64KQmQAAmQAAkkj8COGrcEwyIdmqm6VDNVX1rPF5bkXQ0emQRIgARIgAQWJuBUa5trmvKN27snOGVigLaWJ8/9HbVdvXq1wO0dAiiEz+bmZuagWPgy8q8ksCwCFECXhY1fWiyBYHhKDvf7xafugM1lOYIEEWEVPo8NBjTeSkjahwMyqQ+eNSUu6R4PSpdO8RRA4dbe29sriPlZW1trkhzNPRe4G3R3d5vV2AZJkFhIgARSi0C0tie1zoC1tQsBxAc7OhAQvz7PmjVRAixHIsuQNyQaOkwuUiG0pdylXgw2cGOIrCCXSSAFCQx5QiakRK6+qWyocItj9s8uqWcUCoVMPxFiRXV1teTn5ye1Pjw4CZDA0glUqufGTesLlv7FOH0jOztb1q1bZ6Y4HYK7jROBzjHVMHSCVXGT9hNTpeAZduDAAfF4PCZBdE1NTapUfUX1pAC6Inz88kIEVOeUx05Mzgig+wr98s7WAtnf55ffatKI6fgrYR3dmpL2kaCsghuhNhzxKhA/X331VRNXBS7uGGHbvn37rNE1NASvvfaaDAwMmGpACN25cyfjgMbronC/JBAHAmh7/uu4tj0DfhPc3mp7yuLYvsThNLhLGxAIqej5X/ocO6L3EuJ6Hih2meeYJYKeUavPR/Vew4BeoaqgPRNuubqB8bpscOlYhRQmMKBxdB8+OmEGxt3OLDkzGpJr1+XN6q8l6/TgvbRv3z7p6uoy1lqlpaVy8cUXR40pn6w68rgkQAIkQAKJIXBU+4e/UY9WxIJH3/CS1bmyq87+nkDhcFgef/xxOX36tASDQTl27Ji85S1vkfr6+sSAS+JRKIAmEf5yD+31ek2W8uV+P1Hf69eG4Fif12TGzXdlyWmNj/ba6ZAcGw7JaZ3KcrMkayosJdpYrMrPljXFIs2Fobid26lTp6Svr0/wg4fQmaVWOhjpQMwVq/T09JhtwBgF1qIdHR1SVVVlbcI5CZCAzQmg7Tne71VRKiz5+pRD27OvKyw7a1JnVNbmiDOmej16Dx3X59jAZFhgidY+qPdSZ0i2V0/fS3s7/NI26JcCPONGNPGRBGVLaUjcTIC07HsEHhpuN0PhLBcgrBOtPsxy95Hs7+3rDkj7kF/wMxr2TIlzKiib9XdVpl5EyS5ITALxc3h42Nyn6Ce2t7dLY2NjsqvG45MACZAACSSYwN5On5xUz1boGm1DU5KXHZINxUFbDNgthGJwcNA8y2Ag5nK5zDMN1qBlZWULfc02f0NyMFhNL6dQAF0OtSR/BxcbFox2Lxi1d6nPUlim1AVe1DomS3JzHJLjnNJGISzq3WRir+ypc8tV9fF/2YErO16sYOaNEXws4wcfydLaBi8QKNG2sTt31o8EMp1AropRM22PxmZE2+N2Omb91jOdEc9/cQTcqnO6nNkS0ueYhqqWYrXyzHWdu5fcupyjzzmPWofqkJ4+37J1ctrKXXdxZ2qfrZbbobXPGSS3JhjcjezXJLc2yzu62xnW31WWTASmtL823Z67Xfq7ssHAgtVPRD8SVjPW51RnvrwrxW+RAAmQQGYTQD/Q5QhqP1CfvarH5aj+Af3A7gXPLqu/Bd0Dz7C5uojdz2G59bP/1VnumaXx93DDpkJWOE3oLjvrsyW7yysBdSOsV9fBnfX5Ul4YlKlsr0zq2ySy5+7WdbmaOCLeZe3atTIyMmLc2/Ejb2hokMrKylmHRQBqjOqjAbAsROvq6mw/ijPrJPiBBDKcAJJmRrY9q4ucsn11Ia3yMvy+WM7pqyeTXFznEKcDzzGRBo1Xva02fybL++41OTLoy1JPh5DkqziKBEiF+cmPGw1xBt4LeObBywHPNqujuxwO/E7qEMB1ToU+4kJEd6x2S7cnSzrHAmaA4eJat1QV28Ol0EpOAs54aYS1TFNTE+PFL3RB+TcSIAESSFMCl65xyWggS4bU+6xIvRSu0DBIubn29zjDs2zTpk1y8OBBM5iHcC4I+5fq/YfF3GZZ2knWaGksdidwzz33yBe/+EVTzQcffFBuvfVWu1d5pn6I5YQkSDUqdjo06x7KiCaNQAzQ6gKnGeWf2TjOC3B/xwshRmaKioqiHg0/idHRUfO3kpKSqNtwJQmQgP0JRGt77F9r1tCOBPr1OYZkSDWFaoU2J8cR1vdOBKVIBdCSBAzmLYbPiRMnTDynsbExE5sQ2WRbWloW81VuQwK2IIBEdhhYyFVrGiSWsFuBKzzCKaGfyMEFu10d1ocESIAEEkfAGwxLv4ZKKlUBFPHgU6kgjAvc4DFQDgOwTCi0AM2Eq5zkc6zQLHtzC14Sk/GiiE7qhWJbwPKTwufcK8bPJJB6BKK1Pal3FqyxHQggW+x8Ba668HCwU0G8a8R3gpcDEv5hogBqpyvEulyIgFMHzOvUet+upbCw0K5VY71IgARIgAQSSCBXwx/VF6eW8Gnhqa6uthYzZp6aVypjLg9PlARIgARIgARIgASWRgDB4ZFIaGhoyLjmMqnQ0vhxaxIgARIgARIgARIggfQjYN+h1fRjzTMiARIgARIgARIggbgTgMs7MoHDTReWauvXr4/7MXkAEiABEiABEiABEiABErAzAQqgdr46rBsJkAAJkEDaEejp6THCFEJtzE3ElnYnyxNKCoGCggLZs2ePEUFh/ckYhUm5DDwoCZAACZAACZAACZCAjQhQALXRxWBVSIAESIAE0psAktMcP37cBByHZd7GjRtN4PH0PmueXTIIIJ41XOFZSIAESIAESIAESIAESIAERBgDlHcBCZAACZBARhLQJMMJL93d3TIwMGDiM2KOz9HK1FQSKhetIlxnCES7V6KtSyaucDg8c3jePzMouEACJEACJEACJEACtiBgt76jLaAkuBK0AE0wcB6OBEiABEgguQQC2vt49rRX2ocDUuzOlivW5El1wfxZvmNZW6fTKQ6Hw1iAYu5yzc4eDuEKVqJdXV2CbRHLsaqqKpZV4L6WQKB3ImjulVFfWBpKnOZeydLvP3vaI+0jQSk6e//UJOj+iVZ1n88nhw8fluHhYRPvE+7uY2NjxvqztbVViouLo32N60iABEiABEiABEiABBJAAO8ez5zyyCntO06/e+TquweluASgP+8QpH4eEq4gARIgARJIZwJ7e/zyapdXeseDkuPIkkBoSt6zqVAc2ZC24lsgaPr9fiOAFhUVSWNj46wD9vb2GgF0cHBQ4MIcCKhIqwIWs3jPwpSQDxilf6rdK/t6veILTsnApAqeOdl6XURe6/ZJz9n7J4j7Z3OR6K2UlHLs2DFpa2sz91QoFDJ1gLgOAR2fEQuUMUCTcml4UBIgARIgARIgARKQvdpvRN8R7x5uZ5YE1Wnn3RsLEvLuQfyzCdAFfjYPfiIBEiABEkhzAkOekIx4w7KmxCUQuWDd51WBKxGloqJCLrnkEiNKQZiaa503MTEhHo/HrId1KJYnJycTUTUeYw4Br/ZOR7wh00lt0HtlRO+TQb1vhnTCeuv+wXpP4Jz7+ZzdxP0j7hncIzU1NTP3C+4zWBNjPUR0FhIgARIgARIgARIggeQQGNR+I/qO6E/quLkuBxP27pGcM7bvUWkBat9rw5qRAAmQAAnEgUBdkVPdTrKlcywohWrRV1PolHxX4sz3cnJyBFO0UlZWZtyYER8UVnxIlARLUZbEE8h3ZUt1oUP6JkPSofdKrS7j3sHIcZW6LeH+KTh7/xQk8P6ZS6K0tFRKSkqkr6/PzCF8Dg0NGathrKf18Fxi/EwCJEACJEACJEACiSNQp+8acHlHf7IwJ0v7l07Th0xcDXgkiwAFUIsE5wkn4Nfhj9OjQdF3TFlT7DTungmvBA9IAiSQcQQ2VeaoVd+UicMDAXRXrTth7Q+EKcRsLC8vjyqCQgDdvHnzTAxQuMjDlZklOQSuacxXt3eHjPvVYlifU5sqXZKl/yGWE+I4oRO7qy43YfdPNArr1q0zLu6jo6NGMIflMO4zZIBvamqK9hWuI4GUIAAr7DOjIcnVJrC+eHa85JQ4AVaSBEggLQjYqS1CjO/x8XEz4Jmfn58WfDPhJDZV5RjLz+m+Y7bsrnNnwmnb8hz5VmXLy5L+lYK74MNHJ4wFjUvj7m3URgEvmiwkQAIkEG8CiOF4UY3bTPE+VuT+rViNcEmGZd6OHTskWud11apVgokl+QQgkL+lMe+8iiTj/jmvEmdXQCBvaWmZ9WcKn7Nw8EMKEpjQQYdfnO0nIlbz1mq3XL32/N9iCp4aq0wCJJBCBGbaIsT91nfWZLZF3d3dcujQIRPeBh5CGDCvrKxMIZqZW9VsfflIdt8RHkIQ0NFvjPb+kSlXhwJoplxpm53nkcGAycA8GZgSv1rSONQKdIuKoMyGZrMLxeqQAAnEhIDX65UzZ84IkhvB/b2/v186Ojpk/fr1Mdk/d0ICJEAC6UTgUL9f2oYD4lNvIcRodqoIuqU6R8rzHOl0mjwXEiABmxM4ry3CO2uS2iIkPOzp6THiFeYQQSmA2vwGskn1kBTzjTfeEITYQmLMtWvXCjyIMrFQAM3Eq26Dcw7rCARSjmTrSFqW5o5AIpIpdStkIQESIIF0JIBRV0woyO4e+Tkdz5fnRAIkQAIrIYDW0vQTtb3MykInEW3oSvbI75IACZDA0gmca4vQf5tul5LdFqEfyUICSyHQ1dVlwmshcSbEULyHVFdXGxF9KftJh211DIOFBBJPYENFjmZByzGJR5CMpLncJdX5vB0TfyV4RBIggUQQQDzGuro6QYxPxGhElu7Vq1cn4tA8BgmQAAmkHIHpfqJL8tRUY1WBQ1q031iRT+vPlLuQrDAJpDiBDRo3Hpm785xZpi1an8S2qKGhQaqqqsxAOuZr1qxJcbqsfqIIIPxWMKhhHNQLDS7wEEGxLhMLLUAz8arb4JyRXffmDQXGvQmxnRpLNbEEB7NscGVYBRIggXgR2LBhg0l+hA4HkiDl5ubG61DcLwmQAAmkNIEiN/qJhZpsLCBuFR4aVYBgIQESIIFEEyjSWOB4Z0XymmS3RRhILygomEmCBBd4FhJYDIGamhoTigtJMvH+gfcQ5CPIxEIBNBOvuk3OOVc7tBt1VI2FBEiABDKFAEbsWUiABEiABC5MIN/FfuKFKXELEiCBeBOA4Y5d3lkhWmWqcBXv65zO+0fSo4svvtjEkHU4HFJfX29igabzOc93bhRA5yPD9SRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQwgRgMUyrYc1Bk8LXkFUnARIgARIgARIgARIgARIggbgTQMy0wcFBGR0djfuxeAASIAESIAESIIHYE4i5Beirr74qW7ZsEbfbHfvaco8kQAIkQAIkQAIkQAIkQAIkkEACfr9ffvvb3wripyGBxNq1a6W5uTmBNeChSIAESIAESIAEVkog5hagd999t8l0+2d/9mfy0ksvrbR+/D4JkAAJkAAJkAAJkAAJkAAJJI1AZ2eniZ02Pj4ufX19curUKZmcnExafXhgEiABEiABEiCBpROIuQUoqgD3kK9//etm2rx5s3zkIx+RD33oQ1JbW7v0GvIbaUtgwh+WA31+CesZbqhwSWmuQ4a8YTnc7xNndpZsrnILAuDHswSDQeno6BCfzyfV1dVSWloaz8Nx3yRAAgkiMLt9ydH25fzxvuNDAekZD0pFvkNay3MkK77NjcB98syZM+e1NyMjI9Lb2ysul0sqKirMS3aWVmb16tXMFJ+g+2UlhxnwhOTogF9cjmzZUpUjSPAXz4LnFe6jqakp069CRti5Bdvg2RYOh+fdZu53+JkESGB+Ami/8bvyer2CviPc4I8ePSpIbIf3G7TZLCRAAqlDIDwlckjfOYf13bOuyCn4BZ8ZC5r3USQ8ctj4J432p6enx/Qb0VdE/5EleQQGtR94ZCCg+oXM6BdBvcGgc4yr3rG2xCWri+Miu63opAOBgOkrYr5q1SopKipa0f5S5csxvxL33nuv6Qg89NBDpnNw4MABueuuu+Sv//qv5brrrjNi6C233EIX+VS5Q+JUT39oSn5xbFJODqkAqg+gYwNOuaYpX359clLOjAb0oZMl7SNBeWdrgeTE8QmE+xMvknBtwsvijh07pKysLE5nzd2SAAkkgoBpX45OyMnhgLYvU3JsMCA3byiQopxzIugbvT555pRHBiZDUprnkFFfWPbU5catehCr9u3bZ9oZtDewJkJ7g5fm1157TSCCZmdnm7YIHVmsh5XRrl272LGN21VZ+Y4xaPfzw+PSOR4STRIrp0f88o7WQjOIt/K9n78HCC+vv/66EcxxT3V3d8vu3btnCeUQauZug/soLy/v/B1yDQmQwKIIYKAB4ieEB/z20I5jgAEixMTEhKxfv35R++FGJEAC9iDw/BmPvNKpv2nt/8HwZkr/C6lVTrE7WyBoXd1gz2cm2iD0G4eHh004DoTlsPqT9iCbWbUY8YbkYX3n6JjRL/DOUSi/aZuU/b1+mQiEpabAKdc150uDCqF2KXh+vfHGG9LV1WUG9fBesnPnzowQQc+9DcboalxyySXy7W9/23TKH3jgAbnxxhvF4XAYy5df/vKX8t73vtcIpB//+MflhRdeiNFRuZtUI9ChI2xdYwGBUIH/utUK6yV9CHXpXHQMzhOcMn+f/hyfs4PrUn9/v+m45uTkmAcJrLBYSIAEUptAp7YvaFN82o6gPenWtqZdxdDIclxF0dMjASlRy3MMukAkjWdBezMwMGDaGwic6LDixRmT1YnFHOsxEguhC5/hUcFiXwIndBCvZyJkLEUm/FPSORaSXv0cr4L7AxPuDxQI5xDKIwv+jnsH9xEKlvGsYyEBElg+gbGxMTOIUF5ebgar8PtCLFC00WjHIYqykAAJpAaBkFrfoN/XpYOXRSp4YsC8fTgohbrcNRGWE+ohFNB3VDsWq98IfcXj0YF87VuifWJJDoE2vW+69b0DhgvT+kVQjg/65ZSu71cji3w1C+3Sv+O9w04F9wyeX7iHcC9Z3mh2qmO86hJzAdSqKCwN3ve+98kvfvELY2H3la98RbZv327+jM75N77xDbnssssELvJf/vKXjTWM9V3O059AnroIutWyEw3FZGBKXQaz1TorS3J1HUZKfPrQgeUntotXgQiBzitGQCBOWJ/jdTzulwRIIDEE8rQ9ydG2w6vtCNoTty6jjYkspg3SdbAAdenIf7zDbaCtsdobdDbQ3mDgBXNMWIeCbfBibb1cYxsW+xKwnmXjKn769YUqxyFxdYG37hdYn8EdF/fL3HsE22A9RFJYrFnfsS9F1owE7E8Av7Pc3Fzzomj9xvD7wosj/kYXePtfQ9aQBCwC2u2TPA2z5tAFeHIgdA36ikNq+Zmthjl4H9WoNrYsaG/QBqH9wTssluf2A2xZ8TStFO4j3D/jakns0/Fv6BuwIsZ7CIwwhnUl7i1sZ6eC+8YyUsQ7SLT+pJ3qG8u6OP5GSyx3GG1fhYWFcvnll8sdd9wh73nPe4yLMURQWC3AKuGxxx6Tr33ta/Lcc88Z13i4keCCsJwj8MQTT8hTTz1lVtx6662yZcuWc39MwaVCdUVFbIygNhRoJFo11gpcDSbVqCWs68vVJXXHqlxprYjfyz/uMfzY8SLpdrtNDFDeeyl4M7HKJDCHwNz2ZUOlWy6uzdUX1HMbIubwmMblQQe3Xl1SrtT2J9JF/tyWsVlCW4MJwiY6qjU1NdLS0iLFxcUz4ifCb1RWVpqXbLhbrlmzRurr62NTAe4lLgTK9FkF8ROhFip0eafeZ+vK4vfcggADF3dMGGiuq6uTxsbGWeILtsFLEQTQ/Px8s01TU9OsbeICgzslgTQmgHcZvCTC0hPtNmLG4/eFuM2tra0MMZHG156nln4EMGBR7HboIPmUCV/TWOqSumIVElW8QjzQK9fkCZ7vdixz26J169aZdsiOdc2EOiGMFvqBeDZAv9iu/cCN+t6Rr3GRPGqEAXG0qcwll+k9Fc+wfktlDQEUobfQV4QOghigzc3NZt1S95Vq22fpxUqaffdPf/pT+fM//3OTSTESHAKK/8mf/InceeedTEpzFsw999wjX/ziF82nBx98UCCCpkKB9RVGRNAguPShMreM6N9U75SyiAQliLuCWCwQRhNRYEUDERQPFI7gJ4I4j0ECiSGAuDzwYEL7E60EtPEZ1vYGnWCMziaiRGtv8BhGDDl0RtAJwTLaIrxcs9ifAK4fLEhgSQxXukQUeC3guNESIFnHxzYQQvFsYyEBElg5AautxmAW2mv8xjDggGUWEiCB1CPgVU9EJKlBosws/W9I+42F8Eic4zVktzOLbIvQBrEkn0A0/QJerpOqhUDngLWx3QoG0xFCAUZhCO+SKTpIzJMgXejCvvLKK/LDH/5QfvzjH5vsiZHbYwQVGRVhGfqFL3xBfvCDH8jPf/5z2bBhQ+RmXE4RAic1fsp/n/YYAbSqwCFvW5dvMutFVr8kysvifGJF5PdiuQzBARMLCZBAehFAfM+FCgSrKg1MnsgSrb1BhyNSpFpI1EpkXXmsxRHA9Uv0c2sx4vhitlncGXIrEiABEJjbVmdKxlxefRJIVwKwzst1nusrVuafW7bzOc9ti+xc10ypW7R+IMJr5bvseU/BowFJkBD7E+8m0NvgnZYJJSFvfm1tbXL//ffL97//fTl06NAsrqtXr5YPf/jD8pGPfMRkUDx16pTcd999gpihx44dM3FCkam7trZ21vf4wd4EYNX5fIdXDvcH1PJTzIgaHipvaaRFk72vHGtHAiRAAiRAAiRAAiRAAiRAAiRAAiSQjgTa29tnMsDDEhRWoPDChlt8upe4CaDIKvXQQw8Z0fOZZ56ZlR0RKvO73vUu+ehHPyrXXnvtLNANDQ3y+c9/3gifN910k8leikRKf/RHf5Tu1yKtzi+krnm+oLq361nByhNBpeFmwEICJEACJEACJEACJEACJEACJEACJEACJJB4AshJgPifiCePjPBYRtgkCqDLuBZIaPT1r3/dZH9HXMXIsnv3biN6vv/97zeJkCL/Nnf5xhtvnEmWhORIFEDnErL3Z7iWtpTnyJjG+ERslfpip6wvZ4wke1811o4ESIAESIAESIAESIAESIAESIAESCBdCSDpEZKRj46Ompw7cH9HfOtMKDE/y69+9atG/LTgVVdXy4c+9CEjfG7dutVavai5FVS8UTOcsqQegSs021mFur2PaHIICKCYWEiABEiABEiABEiABEiABEiABEiABEiABBJPAO7u27dvF3htwwo0k8JNxkWRgnr89re/3YiemC9HTUYsAmQ9h0v8nj17En9X8IgrJqBGoLKpMmfF+0nWDmAOjvi1sGTGqEh9fX2yqsLjkgAJxImAR7MzvtzpkwEN01Fb5JSdq9wat9h+mRrjdPrcLQmQAAmQAAmQAAmQQAoRgPvyiRMnjOtyaWmpNDU1mRiOKXQKrKoNCCDzO6ZMKzEXQD/xiU/Iv/7rvwosP1dSEIj1tttuW8ku+F0SWDYBxMHYv3+/dHZ2mpgYQ0NDkpOTs+L7etkV4hdJgATiQuDZM155tdNrErVVn80If+nq3LgcizslARIgARIgARIgARIggZUQOHLkiJw8eVImJiakqKjI5FpZv379SnbJ75JAxhCIeZqn66+/fpZI5PV6o8J84YUXZHJyMurfuJIEkk0A9+b4+Lh5oJSUlJjl4eHhZFeLxycBEogxgc7RoLH+XFfmkr6JkHSPB2N8BO6OBGJDAMHp8WyChwwLCZAACZAACZBAZhKAYQ48FWFwhhiOfEfNzPuAZ708AjEXQK1qPP300/LOd75Tdu7caa2aNUdc0MrKSvngBz9oYg/M+iM/kECSCSAWRn5+vsmGhocMlgsLC5NcKx6eBEgg1gQQp7goJ1uODQalNDdbyvMcsT4E90cCKyaAAbmXX35Znn/+eXnppZfMC8+Kd8odkAAJkAAJkAAJpBwBWH3iXbWnp8e8n/IdNeUuISucRAIxd4HHuXznO9+RO+64QxCfAq7siKEI92GrwIqhvb3d/P0HP/iBPPvss/Lzn/9ctmzZYm3COQkklQAScG3atEkwx/2LTGmZFBw4qfB5cBJIIIGrGvIkS0N+DkyGpa7IIXvq6P6eQPw81CIJINZXR0eHsf60QrLMN8C8yF1yMxIgARIgARIggRQk0NraarwUMTiKGKDNzc0peBasMgkkh0DMBdCjR4/K7bffbuIm4pTgEj9XAMX6H/3oR/LTn/5Uvv3tb5tEMx/+8IflxRdflOzsuBml4rAsJLBoAmVlZUzAtWha3JAEUpNAsTtbbmwpSM3Ks9YZQ8Dn85m+FJ5LyNg5X3ihjAHCEyUBEiABEiCBDCUA688dO3Zk6NnztElgZQRirjb+7d/+rRE/kTX78ccfl4cffvg812GInMgO/8///M/y2GOPmSzxr7zyitx///0rOxt+mwRIgARIgARIgATSjADifEH8hLUH5itNNJlmeHg6JEACJEACJEACJEACJHBBAjEXQOHOjvLRj35Ufud3fueCFbjmmmvkYx/7mNnuySefvOD23IAESIAESIAESIAEMolAQ0ODbN26VTZu3GjCBa1bty6TTp/nSgIkQAIkQAIkQAIkQAIrJhBTARSZSdva2kyl3ve+9y26cldffbXZ9uDBg4v+DjckARIgARIgARIggUwgkKWBauvq6mTz5s1SX1/PcEGZcNF5jiRAAiRAAiRAAiRAAjElEFMBFB10K4ZnMBhcdEWtWFa5uUw+sWho3JAESIAESIAESIAESIAESIAESIAESIAESIAESOCCBGIqgEL8hJsWylNPPXXBg1sbPPPMM2bxoosuslZxTgIkQAIkQAIxJeAJhCUUnpq1z2jrZm3ADySgBHDf4F5hIQESyAwCU1NTJvFYZpwtz5IESMCOBGBQFggE2BbZ8eKwTilLIOZZ4G+55Rb5yle+Ivfee69JdNTa2rogHCRB+u53v2u22bVr14Lb8o8kQAIkQAIksFQC3mBYnmz3SMdoUApysuXqhjwpz3OcXReQAleWXL02X+qKYv5IXGpVub0NCXSNBeWp9kmZCEzJ6mKXvHltnuQ6s2xYU1aJBEggFgSQbAxhuSYmJqS4uNiEnqCXWizIch8kQAKLJdDe3i5Hjx6V/v5+QfvT2NgomzZtErfbvdhdcDsSIIEoBGJqAYr933HHHeZHOjY2JpdddpkgK3xvb++sQ2NUFbFC/+Iv/kJuvvlmCYfDsnv3bllK3NBZO+QHElghAdyDHR0dcvLkSdPhXeHu+HUSIAEbEdjb45d9PT45PhSQ/X1+eVrFrNe6ffJGj1dOmHUBefqU5zzrUBudAquSJAKw/HxK7439fQFzr+Ceeb3bm6Ta8LAkQAKJIHDkyBE5deqUeX85ffq0HD9+PBGH5TFIgARIwBAYGRkx7Q7eS6GjdHV1GTH0xIkTJEQCJLBCAjEXQFtaWuSf/umfTLWGhobk7rvvlpqaGiksLDSjFs3NzZKXlydNTU3yta99TTwej/n8ve99T5xOWt+s8Hry68sksH//fnnjjTdk37598sorr8jo6Ogy98SvkQAJ2I3AiC8kY/4pqS106oDblIzr8sBEUOfh6XU6KDfuC4svNNs93m7nwfoknoDeIjKh/4T1HsH9g3sG9xILCZBA+hKYnJw0bqfl5eWCPAV4V2EhARIggUQRQJuDtgf5VTBBI7HWJaoOPA4JpCuBmAugAPXRj35UfvzjH8vq1atnuMGN5NChQ4KRC5/PN7P+He94h7z++uuycePGmXVcIIFEEsC92dfXJ7BaRoFw393dncgq8FgkQAJxJNCgbsurCh3SPxmUEne2cXVvqciRmgKn9GFdbra6Njsl3xWXR2Icz4y7jjeBPHV1X62hEXCP4F7BPbNG7xUWEiCB9CVQWVlpXN+Hh4eltLRUKioq0vdkeWYkQAK2I1BWVmbaIJfLZcRPeM+iHWJbZLtLxQqlIIG49eIRC/T6668XxPh8+OGHjfDZ09Mj+fn5AitRTFdffbVcc801KYiNVU4nAg6HQzDh4YJA03jY4DMLCZBAehDYUJkjsNk7NRKQYrdDdqxyz8RwnF6Xbdalx9nyLGJN4M2NeUYAHVUr4TUlLtlQ4Yr1Ibg/EiABGxFYv369ibOHWKAlJSVSX19vo9qxKiRAAulOAHE+kRwa7Q+MdAoKCqSuro5tUbpfeJ5fQgjETQBF7RGwFxaemFhIwK4ErMDSiAOKbHsY7Wdn165Xi/UigeUR2KgiKKbIEm1d5N+5TAIgkOvMlsvq8wiDBEggQwhgEByhulhIgARIIFkEkIBt27ZtyTo8j0sCaUsgrgLoUqnBAg9xLlhIINEE1q5da9wKYAGKBw4tQBN9BXg8EiABEiABEiABEiABEiABEiABEiABEogPgbgKoMj0jliKfr/fZHq3TgFCJyztQqGQybgN13i4yV9xxRXy2c9+1tqMcxJIKAEk6mIhARIgARIgARIgARIgARIgARIgARIgARJILwJxEUCff/55+au/+it58sknl0Rrz549S9qeG5MACZAACZAACZAACZAACZAACZAACZAACZAACZDAQgRiLoAig/a73/3uJWfRRmBfZoJf6FLxbyRAAiRAAiRAAiRAAiRAAiRAAiRAAplCwOfzyfHjx2VyclLKy8ulsbFRsrOzM+X0bX2eb/T65MRQQPKdWbJ7dZ6U5fK62PqCaeViLoB+6UtfmhE/3/rWt8rNN98seXl5ctttt5mMit/+9reN23t7e7s8+OCD5se8bt06OXTokMm+bXdgrB8JkAAJkAAJkAAJkAAJkAAJDA8PmzBfZWVlzGPA24EESCAuBKCTQDvxeDzS399vxE+IoCzJJXB0wC//3e6R9pGAZGsam/7JkPyPLZpLhBpoci/MBY4ecwH0lVdeMYe87rrr5JFHHpk5/Je//GUjdra2tsoll1xi1t91111yww03yAsvvCBf+cpXjNv8zBe4QAIkQAIkQAIkQAIkQAIkQAI2I4B8BgcPHpTOzk7BclVVlVx00UW0yrLZdWJ1SCDVCSBnCgZaIH5WVlbK4OCgwOOWAmjyr2z3eEhOjwZkIhCWEW9YJnW+fZVbNle5k1851mBeAjHXp48ePWoO9slPfnLWQS+//HLz+YknnphZX1paKo899pg0NzfLF77wBTl58uTM37hAAiRAAiRAAiRAAiRAAiRAAnYjAAEC4ifEiJGREeP9hqSuLCRAAiQQSwIOh0OQqNflcklfX58UFBRIUVFRLA/BfS2TQHm+Q7zBKekZD0swLDLhFzk6EFjm3vi1RBGIqQAaCASko6PD1H39+v+fvTuBkquqEz/+q7X3Jd3pJWtn6awkmYSERdYB/kNYBP8w4jii48TDdnB0hHEY5zjIHEBUPI6DuODRo3gQ5gg4oIIwAgJBQPwnEyCGhOxrd9JJutN77fW/vxur7TW9vdq/l1N01atX7977eS9V7/3eXRYMqMOiRYvs63fffXfAcv0Hffnll9u7Gk899dSA93iBAAIIIIAAAggggAACCGSSQCwWE22Z5fV67UNf64OEAAIIOC2g86TMnTtXZs6caf/S+tNp4Yltb3G1T6aXeaXE75LaEo9UmPE/4xPbFJ9KoYCjXeD1zkR1dbUdm0JPCPqnkQKgus6FF14o3/72t2Xz5s39P8JzBBBAAAEEEEAAAQQQQCCjBHTMT73m0SCodoHXiUm0GzwJAQQQcFpAW32uWrXK6c2yvUkKeMzAn2sbTYtcv1vagzE7AdKSGv8kt8rHky0wMErpQG56h+J3v/ud7c6udyoSacmSJfapDuIbCoXE7//zwVFcXGzf27JlS2J1/iKAAAIIIIAAAggggAACGSeg3VJXrlxpu75ry8/6+voB1zYZV2AKhAACCCDguMDy2gKpLHDbCZDqSr22RajjmbBBRwUc7QKvJdMAqKaHHnrI/k38T1uAaqvQSCQi69evTyy2f5955hn7l/EsBrDwAgEEEEAAAQQQQACBnBSImr6Cbx3slZ9t6ZRf7+iW42YG3WxKel2jXVJnz55N8DObdhxlRQABBBwUmFXhk1XTCgl+OmiazE05HgD9xCc+IS6XS5544gn58Ic/LBs2bLDl1+7x5557rn1+66239s2a+Ktf/UqefPJJu7yxsTGZdWXbCCCAAAIIIIAAAgggkAECW1qC8odDAXn7cFA2NAXklb09Eo0xgloG7BqKgAACCCCAQE4KOB4AveCCC+Qzn/mMxfr5z38uV199dR/c7bffbp/rTPGzZs2SadOm2fd1RjNNGjwlIYAAAggggAACCCCAQG4LHDUtPlsDMZldbnqImfmD2szznjAB0Nze69QOAQQQQACB9Ak4HgDVqnzlK1+Rf/iHfxCd4X3+/Pl9tbvqqqvk05/+tH2t4+UcOXKk770bb7xRzjvvvL7XPEEAAQQQQAABBBBAAIHcFKgzs+ZWF7llf0dEfB6RKeZ5iZlMgoQAAggggAACCCRDwPFJkLSQOqnRgw8+KF/+8pfl7bff7iu3do3X2d5Xr14tTz/9tGzatEm02/vHPvYxueGGG/rW4wkCCCCAAAIIIIAAAgjkrsDSmgIJROKy90TEzKLrkjNmFIqZVJeEAAIIIIAAAggkRcDxAGggELADgbvdbikvLxftEj84rVu3TvRBQgABBBBAAAEEEEAAgfwT0GDnmumF5pF/dafGCCCAAAIIIJB6Acf7mdx1113S0NAg//qv/yo9PT2prxE5IoAAAggggAACCCCAAAIIIIAAAggggAACfxJwPAD605/+VA4ePCg/+MEPpKCgAGgEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBtAo4GQKPRqCRmdNcJjTweM6I5CQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSJOAowFQDXgmxvz8wx/+IDrTOwkBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEiXgKMBUK3Evffeayc/am5utjO7d3R0pKtu5IsAAggggAACCCCAAAIIIIAAAggggAACeS7g+CzwlZWV8tBDD8kdd9whP/7xj+Wpp56SJUuWyIIFC2TOnDl2hviRzLX16Pnnnz/S22NaHgwG5cknn5QNGzZIW1ubzXflypVy2WWXjbtL/ssvvyzvvvvuiPlOnTpVrr/++iHvb9u2TZ544gnZt2+flJSUyPLly+Xiiy+WefPmDVmXBQgggAACCCCAAAIIIIAAAggggAACCCCQPAHHA6D/9E//JL/+9a/7SnzixAl588037aNv4QhP/v3f/31SAVDN69Zbb5UDBw7YHKqqquT555+3jzfeeEN0hnq/3z9C7kMX/+IXv5CNGzcOfeNPSzSgOTgAqsHXBx54wK5RWloqoVBI/vd//1cef/xx+epXvyqnn376iNvjDQQQQAABBBBAAAEEEEAAAQQQQAABBBBwVsDxAKizxRvf1u655x4b/DzrrLPkzjvvlIqKCjl06JB88YtflPXr18u3vvUt+fznPz/mje7YscOu+9nPfnbYGe3LysoGbGvz5s02Dw2yarBVW7NGIhF5+umn+/J+7LHHpL6+fsDneIEAAggggAACCCCAAAIIIIAAAggggAACyRFwPAD605/+VLQb+kSStpicaHrvvfdEJ14qKiqy45AWFhbaTc2YMUP+4z/+Q6699lp57rnn5Oabb5bBgcvh8mxpaREdv7S6ulquu+664VYZsuwnP/mJxONx+fjHP943GZTP57Ofb2pqsl3zNRh6yy23DPksCxBAAAEEEEAAAQQQQAABBBBAAAEEEEDAeQHHA6BTpkxxvpRj2OIrr7xi17rwwgslEfxMfEy7wp955pm2G74GQT/ykY8k3hrxb6L156JFi0Zcp/8bPT09NgCry9auXdv/Lftcl2n3+GeeecZODuX1Ok4/JE8WIIAAAggggAACCCCAAAIIIIAAAgggkO8COROF27Jli92X2v19uJQIgOqkRhMJgGpXdm0RqsHU4dLWrVtt689Zs2bJ9OnTh6yyePFi2/K0vb1d9u/fnxcTIrX2RuWdI0Fp7YlJJBaXqiK3LK0pkIpCt2xqDkpPOCZzKn2yaOrYx2UdAssCBBBAYBwC+l2k30t7T4SlPRCT+lKvLDbfQfOm+MaxlYmveuzYMWlubha32y0NDQ2S6Pmgw7Xs2bNHtPeBDqMye/ZsO4Gg9iIgpU+guTMifzwaFJf5b3mtX+rM8aIpEInZ37ET5hiaWeGV02r84na50ldQk3M4HJa9e/dKd3e3PVfR8xF9rucc0WjUDr9TU1OT1jKSOQLZJqDzC+jcAi7z71v/TenwWkeOHLEP/X7W7/Hi4uJsqxblRQCBDBSIxWJ2EmWNOWiPVT0X7N9oSn/LdZLlzs5O+75+/3g8ngysSf4UaeuxkOwz1xSlfrecPq1Ain3ujK68ThJ+8OBBW0btta2/Z9p4UOepSVdDxlSDOR4A1ZaTerIwkaTd1YcLHo5lW3rxqElnoR8uJZYnJkgabp3+yxItQDXwedttt8mmTZvsBYR+GZ1xxhmi44Jq9/hEGi1/XU/LoF9YWoaRZoR/6aWX5KGHHkpstu+vHqjqo/kEAgF7UdP3ZgY+CUXj8uzOoGxvi8ihzqjETRlrTQB0T2uvFLhdcsAs643EZUeJW8KhAplbwZd3Bu5GioRAzglsOByWPzSFZFtrVCLme6q0wC17j3vk0nmFMs18HyUz6QntH//4R2ltbbUnrMePH5cVK1bY1zqGtAaqdOI8vdDWnNnpngAAQABJREFUE5Le3l5ZtmxZMovEtk8h0BGKy693BWVfe8SEP0X2t3rlivl+KTMnuS/vD5nAaFg6zTq1xW6zr/xy2lTHT6lOUbqhb23bts2eX+g5gp6rdHV1ydGjR+1DL5o08L58+XIpLy8f+uEMWqIXewUFBRlUouwqiu5rPQZIkxfQ72BtOKE3rjTpDSoNOOzcudNe62jgQd/7i7/4C4IQk+dmCwjkvYDexNSb4fr7rTdWNG7Q2NjY57J79+6+G50lJSU2HjBSTKHvQzxJmsCuE1F5dX9QDnfHpNjrkpaOXrl0jt+exyct00lsWHss62+aXn/oDXI9zjTorr9lukx7LPcPuE8iq6R/VIe91MYkE0mOn61/7nOfGzAL/HgKpbPA6+RBE0m6EzUlAp2Dt5E44U+sN/j9wa/15EbTI488Yg8KbcGpwVD94vntb38rGzZssLO9J76UEtsdKX/d1ljKoAefHpjDpcQFgY4zqgdrJqcW80VwzLQADZggp0Y/TWNPiZpyHzataTQFoi6pLhI5alqHHuqISENZelvOZLIlZUMAAecEDnZE5WBnTHzmK6fTfD+V+uNyvPfk91BdkeM/iQMKrndd9WRWv8s10KkBUX1oQFTf0+/1xImInqToxbbenaUV6ADGlL1oMr9Nx3oi4jf358zPl33e3OkRf4XY361Wc9zMKHPLke6ofb2kamInYk5USINeehzpuYjewdfeJocPHxY9jvSY0mNOT3T1OEu0OnYi32RsI9PPb5JRZye3mQ3niE7WN5nbSnxn6wWhuur3tzZE0L/aYkYDzfpc/22NZX6BZJaVbSOAQPYL6O+4NiTTRlb6XB/9fxP1tf6+939/zpw52V/xLK3BQXOe2GJiGdWFLjlqzgkPd0WkM+g11xaZGdfo/5um1yF6jaGB9kRPZ72hV1tbm6V7Y+zFTt/Z+tjLOOqa+sWQuNs90glI4oR/LBM06QWETlqkSSPhOm6otsr84Q9/KDrJ09KlS+1F63333WcPGF1PLzI0jZS/vpcoQ6KsuixXU5np1a53QkxvU9EYqKaQCYJq9/dK89B0pFuDDy4pL8jMLwlbSP6HAAI5JaDfNxWmcVmP+WLSHsv6vWS/h1JwsqJ3KzUQpb8X2l1Zn+tFtC7Xv3qBra0/9TdN78bqSUm23InNqYPkT5UpN62DS0ykXFt5doXFPHfb3yuvK27/amC0yQTTM+F3TI8XPY70eNETXD2e9HxEjzE9sdVjLnG85eK+ok4IJENA/03pkCTaElSvH/TfkDZm0H9fGvTUGw+6TB8kBBBAYLIC+p2jDw106nePPu+f9LV+3+j7+pfhN/rrpP55ubl2KDMjVR0xQVAdKkm7wRcmty3FpCqZOH70N02vOfTcUX/b9Ln+riViVZPKJAs+7Pguuv322+Vv/uZvRqy6nixoixdt3v3LX/7S/r3iiivkBz/4QV8LyRE/PMIb2vxVd2jiBGW41RKBT/0yGS3pth577DHbrWXlypUDmjFrF/27775brr/+etFu8jrz/DnnnCPaDF2TRtNHSokynOpE6ZprrpHLL798yCa+/OUvy/3332+XZ8MBWmpK+pfzQ1LWHJKmjrANgk4rdcuy2kKpLfHIGwd67RigDWYM0DWzzUWb6RZPQgABBJItcME8c5Li7ZXK4pC0B2MyzYzpuMyM7bhiZmHSx3DU3wkNRiXGANVuSzomo7bY06CntvRMnPTqkCerV68+5U21ZFvl+/YbzQ9ZtwRl8xH9XY/LiroCmVd7MtBxcaNpGeoPSIc5hqaXeeWcBhPENjf90pm0e7ue42iwU48p7bmivUr0fEuPOz1/0ZYiGmQn5a6AXtDky0VMsveiOuq/ncTwWToen44DqufhOkyJ3nDQnmAjzQ+Q7PKxfQQQyC2B0047zQaltJWn3sTU3/H+QU4dFkm/47Xlub6/ZMmSIUHS3BLJ7NqcWRSXoKtX9puhkkpM8PPcWYVSac4JMzUlftN0aEUNeuo1h97M0+sPjXnlQ+tP3TeO76FLLrlkzPtcA4nXXnut7TL/9a9/Xb75zW+O+bODV5w6dao9QdEvhOFSYnkiUDncOollGlDVExx9DJfq6ursOFraDV67xGsAVPPXpMHdkdJYyqAH4HDdHfWiRg9UTXrxkg0XMIumFkhjdYFpBRoXt7krEjf/JQKd15V7JWpaXvk8XIiNdLywHAEEnBeoKPTIBxeWStC0APWaxuhmGFDTxTk130P6vb1gwQI7BrQ+T4xdo9/5GrzSE1lNiWBoNnzPO7+HMmuLK+sLTYD8ZNAz8fulJawr9cm1S7x2eJdUHT+jyejkLDpGuQZsEucRGvSsr6/vu9M/2jZ4P/sF+N5wdh/OMTcNEtcDGnjQpEEJDXzqd3jie9zZXNkaAgjko4A2wlq1apXtJZT4He/voMFQvTmuvYiGe7//ujxPvoDf3Pi+ZF6J6Nwnek2R7skwx1LjuXPn2sm1Etch2kBPb+Ylft/Gso1sXyetXeC1G8mvf/1r2yrhP//zP+3YmhMFTQQgE0HGwdtJBCadmt0qESHX1hWaRstf13G6DLrNTE8aV/CZ1p0ec6T1v3jULwiCn5m+9ygfArkrUGBOWjzmuykdwSs9yRjuollPQPShN7wIYmTOsae/Xf1/vxIl032UjuMnkf9wf7VMgy+K9FjLpxPb4VxYhsBkBPTfz+B/Q/pdPdz3+GTy4bMIIICACgz+HR+sMtr7g9fndXIF9FwwG4KfCYX+1yHaM3nw71tivVz9m9YAqKLqhd6ll15qfV999dUJOycCktoic7iUWJ5oYTPcOoll77//vvzkJz+RJ554IrFoyF+dnELTzJkz7d9E/tpNRu/KDE7alF2bGevJkrYAIiGAAAIIIIAAAggggAACCCCAAAIIIIBA8gXSHgDVKup4Fppee+01+3ci/0t0vX/xxReHfFy7E+rM7Zp0fIPRkk4goBMePfjgg7Jv374hq2sgc8uWLXa5jtWhSbuZaZcYHUfhrbfessv6/+/ll1+2g6UPHsuj/zo8RwABBBBAAAEEEEAAAQQQQAABBBBAAAFnBTIiAPrKK6/YWk2mOffZZ58tc8w4PToxkc7a3j89+uijdiKAhoYGOeuss/q/Ja+//rq88MILdpKAxBsaJK2srLRjZj388MN2PK3EezqD+9e+9jU74dK5555rg56J9/72b//WPv3xj39sBydOLNfWov/1X/9lX1533XWJxfxFAAEEEEAAAQQQQAABBBBAAAEEEEAAgSQLOD4J0njLq2OAJlptrlmzZrwf71tfx7268cYb5Utf+pLcd9998uabb9qu5ps3b7bPNbh6xx13DBlX7YEHHrAz8upndVBYTTq741133SU6o72WbePGjbabvo6PsH79etGZs3Td2267rS9/fXLhhRfaSSy2bt0qN9xwg1x00UU2eKrb0LFCNWB68cUXD/gMLxBAAAEEEEAAAQQQQAABBBBAAAEEEEAgeQKOB0D/+7//286Mfqoi6wylPT09smnTJnnmmWfsqhrAvPzyy0/1sVHfu+CCC+xM8hoA1S7n+tCkLUM1WLlixYpRt5FYQYOx3/ve90QDpBrQ/NnPfmbf0tnZ1q5da4OjOhNb/6QBUu02r7PZ/+Y3vxFteapJl3/4wx+Wm2++mQHT+4PxHAEEEEAAAQQQQAABBBBAAAEEEEAAgSQLuOImOZnHlVdeaWd2H+82/+Vf/kW++tWvjvdjI66vLS51QiKdnKi+vn5SgUedwEi3VVZWJrNmzRrTtjTIu2vXLtuNXj9TUlIyYlnH8oa2bL3nnnvsqo8//rjQlX4saqyDAAIIIIAAAggggAACCCCAAAIIIJDvAo63AB0v6KpVq+TWW2+Vv//7vx/vR0+5fnV1tejDiVRRUSH6GE/yer2yaNGi8XyEdRFAAAEEEEAAAQQQQAABBBBAAAEEEEDAYQHHA6A6AVBvb++oxdQxOXWiocHdyEf9ICsggAACCCCAAAIIIIAAAggggAACCCCAAAJjFHA8AKpdzkkIIIAAAggggAACCCCAAAIIIIAAAggggEAmCLiTXYhAIDBsFm+99ZadCGnYN1mIAAIIIIAAAggggAACCCCAAAIIIIAAAgg4IJC0AOhrr70mV111lZx++unDFvPjH/+4TJ06Va6//nppbW0ddh0WIoAAAggggAACCCCAAAIIIIAAAggggAACkxFISgD0Rz/6kVxyySXyzDPPyPbt2yUUCg0oYywWk3379tmxQh977DFZvXq1bNmyZcA6vEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBCYr4HgAdMeOHXLzzTdLOBy2ZVu7du2QAKi+8dRTT8lNN90kbrdb9u7dK5/85CdFA6MkBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDAKQHHA6D33nuvRCIRqaurk5deekmeffZZKS0tHVBeDXpeeeWV8v3vf19efPFF8Xq9snHjRnn00UcHrMcLBBBAAAEEEEAAAQQQQAABBBBAAAEEEEBgMgKOB0DfeOMNW55169bJxRdfPGrZLrroIrnhhhvseq+++uqo67MCAggggAACCCCAAAIIIIAAAggggAACCCAwVgFHA6DRaNR2Z9fMP/rRj461DHL++efbdbdu3Trmz7AiAggggAACCCCAAAIIIIAAAggggAACCCAwmoB3tBXG877L5bJjeupntBv8WFMgELCrFhYWjvUjrIcAAggggICjAke7o7L1WEjcLpFltX6pLPQ4un02hgACCCCAAAIIIICAUwLt7e3S1NRkYzCzZs2S4uJipzbNdhDISQFHW4Dq2J6zZ8+2UOvXrx8z2Ouvv27XXbFixZg/w4oIIIAAAgg4JdAejMnzu7rltX09st48ntvRLYFI3KnNsx0EEEAAAQQQQAABBBwT6O7ulnfeeUe2bdtmH+++++64GqE5VhA2hEAWCTgaANV6f+hDH7LVv+uuu2T79u2jUugkSA8//LBdb/Xq1aOuzwoIIIAAAgg4LXCgPSwtXRHxmuafcRP3PNoTlabOsfdkcLo8bA8BBBBAAAEEEEAAgZEEjh07Jh0dHeLz+SQWi4m2Bj1x4sRIq7McAQSMgOMB0FtuuUW0K3tnZ6ecffbZorPCt7S0DMCOm6vLvXv3yuc+9zm5+uqr7T/YNWvWjGvc0AEb5AUCCCCAAAKTECjxuaXIPDpCMekJx6TI65JSv+M/kZMoIR9FAAEEEEAAAQQQQOCkgMZc/H6/9PT0SCgUsoFQhhTk6EDg1AKOjgGqWTU2Nsp3v/td+dSnPiVtbW1y55132kdJSYnouBT6j/PQoUMSDAb7SlZUVCSPPPKIeL2OF6cvD54ggAACCCAwWKDLBDz/36GAtAejUmYCnvOm+MRjxgD9i/pCqS1hDNDBXrxGAAEEEEAAAQTyVWDzkaDsPhGWYnOjfM2MIplSmL6b5bW1tdLQ0GCDoDoUoT4vLS3N111DvREYk0BSIo7r1q2Tqqoq+fSnP22DnVoSHaNCx6cYnD74wQ/KN77xDVm4cOHgt3iNAAIIIIBAUgXW7+uVd83JbKcZA7S+1CNnzCiUlSb4WWhObEkIIIAAAggggAACCKjAztaw/O5ArxzsiNieQjp+/DWLy8STphioTkC9aNEimTNnjp0ESbvCkxBA4NQCSQmAapY6FujatWtFx/h89tlnZffu3XLkyBE7M5m2EtXH+eefLxdddNGpS8i7CCCAAAIIJEEgEInJETPupwY/Z1d65ZA5oT0RiBH8TII1m0QAAQQQQAABBLJZoNmMDX/cjBE/rdQrx3pOPtceRFVF6e0xVFBQkM2slB2BlAokLQCqtdAxKLSFpz5ICCCAAAIIZJJAgenrPsWctBZ4I7KnLSJ1pst7dZpPYjPJh7IggAACCCCAAAIInBSoLvZIpenyfsgEQs2w8VJe4LbDJ+GDwHACOu+NmVdV3KalLilzBJIaANVqBgIBGwgdXOW33npLli9fbluEDn6P1wgggAACCCRbQLsOXdBQZLsutZuWn7MqfKb7O3fRk+3O9hFAAAEEEEAAgWwTWDzVLx2mxWel6QpfYsaNP3tmofh04HgSAoMEdraGZENTUKImArq0xi+ruL4YJJS+l0kLgL722mty//33y65du+S9994bUsOPf/zjdnzQa665Rh588EE7ZuiQlViAAAIIIIBAEgW029JVCxkwPonEWb3paExkV1tI9O8cM0xCkTb5ICGAAAIIIIBA3gmcCESl1AQ+LzQ3z/WmOQmB4QT0OHltf68dM9Y0ApWOQEQC4ZhpMewxx43Xthwe7nOpWNbT0yOtra2iwybU1NSkIsuMyyMpAdAf/ehHcsstt0g4HBaPx2Nnfvf7/X2Vj8Vism/fPvv+Y489Jm+88YY888wzctppp/WtwxMEEEAAAQQQQCBdAjFz0vqb3d2y43hIIubFzHKffHBhiRQTBE3XLiFfBBBAAAEE0iKg3d5f2NVtxv48GQQ9w8wAv3oavYbSsjMyPFPtVdZl5hco8bnMMFsucyM9Ii0m8FhqXteUeOWKBSUy1QynkOrU0dEh77zzjuhfjc01NDTk5UTkjjdl2LFjh9x88802uKk7VSdCCoVCQ/bvU089JTfddJOdsWzv3r3yyU9+UjQwSkIAAQQQQAABBNItoJMd7GkLy/HemPSE43KgPWzv5qe7XOSPAAIIIIAAAqkVeO9oSPa1R+yYjvvN3/dagvbmaGpLQW7ZIKBBzupir4TNzfPWnpiETT/4rlBMIubG+oGOsGw9NjQ2lop6HTp0SI4dO2ZjbtoKtKmpSYLBYCqyzqg8HA+A3nvvvRKJmMkk6urkpZdesjPAl5YO7F7odrvlyiuvlO9///t2lniv1ysbN26URx99NKNwKAwCCCCAAAII5KeA2wzrpY+Y6b+kYzjpIPb6moQAAggggAAC+SVgzwlMlSN/aq+l89pwSpBfx8BYa1tsWnpeMrfIjBFbJGfMKJQGM4SS34wVq8eOBt/SdS6pMTh9RKNR0XkQ9KGv8y05XmPtzq5p3bp1cvHFF4/qedFFF8kNN9xg13v11VdHXZ8VEEAAAQQQQACBZAtMK/PKwmq/TC/1SlWRW+ZN8dnXyc6X7SOAAAIIIIBAZgmsqC2QueY8oNh0adbzAZ3UxpOuSFZm0VCaYQTqzLnj2vkl8n8Xl5oxY4ulwYz9WeY3x06VX5aZYykdaebMmXbcz8LCQpk6dartAu/z5d9Yto6OAarRZO3OrumjH/2o/TuW/51//vny0EMPydatW8eyOusggAACCCCAAAJJF7hoTpENep4cA9QrXi52km5OBggggAACCGSaQE2JR64xwazDXRGpKPSkZQzHTDOhPGMTWD29UGaaSbO6TTf46WUeKfQ63gZxTAUpKSmRM844Q9ra2uwkSBUVFWP6XK6t5GgAtH8zWu0GP9YUCATsqhqNJiGAAAIIIIAAApkgoOc1M8sdPVXKhGpRBgQQQAABBBAYp0CJmQF+vmnBR0JgvAJ1JoAu+khz0haftbW1aS5FerN3NPysYwjMnj3b1mj9+vVjrtnrr79u112xYsWYP8OKCCCAAAIIIIAAAggggAACCCCAAAIIIIDAaAKOBkA1sw996EM2z7vuuku2b98+Wv52EqSHH37Yrrd69epR12cFBBBAAAEEEEAAAQQQQCCdAjqL7pEjR+zkr+ksB3kjgAACCCCAwNgEHA+A3nLLLaJd2Ts7O+Xss88WnRW+paVlQGniZkZVHSv0c5/7nFx99dUSi8VkzZo14xo3dMAGeYEAAggggAACCCCAAAIIpEBg27ZtsnHjRtm0aZNs2LBBgsFgCnIlCwQQQAABBBCYjIDjAdDGxkb57ne/a8ukA6zeeeedUldXJ6WlpbJkyRKZP3++FBUVydy5c+WBBx6Q3t5e+/qRRx4Rr5dxtiazM/ksAggggAACCCCAAAIIJE9AG3k0NTXZiST0OubYsWP2dfJyZMsIIIAAAggg4ISA4wFQLdS6devk6aeflhkzZvSVsbu7W/Ru6e7duwfcJf3gBz8ob7/9tixevLhvXZ4ggAACCCCAAAIIIIAAApkooL3ZNOlEafo88ToTy0qZEEAAAQRyX0B/h/Tm3JYtW2xv62g0mvuVnkANk9bkUscCXbt2rR3j89lnn7WBTx0np7i4WLSVqD7OP/98ueiiiyZQbD6CAAIIIIAAAggggAACCKRWoKysTOrr60UvLiORiFRWVsr06dNTWwhyQwABBBBAoJ/AoUOHZOvWrdLR0WFjbtpDQXtgkwYKJC0AqtnoWKDawlMfJAQQQAABBBBAAAEEEEAg2wWWLl0qNTU1NgBaXV0tBQUF2V4lyo8AAgggkMUCR48elRMnTkhFRYXoJH06PIvOteN2J6XTd9ZKJTUAOl4VbbarXUlICCCAAAIIIIAAAggggEAmCuj1Sm1tbSYWjTIhgIBDAs2dEdlzIiwlfrcsmeoXv8clO1vD0tIdkanFHllQ5TexC4cyYzMITFJAb8T5/X5pb28Xj8djb8wR/ByKmtQAqM70fvjwYQmFQjb6nMheA53aZUS7jujYoNo1XrvJn3POOfLFL34xsRp/EUAAAQQQQAABBBBAAAEEEEAAgZQJNJng53M7uuRId1SKvG7RYOj0Mq+8fqBXWnuiMqXIIx3BmKyZXpiyMpERAqcSmDdvnp1gXLvA66TjCxcuPNXqefteUgKgv//97+ULX/iCvPrqq+OCPeOMM8a1PisjgAACCCCQLQJ686+trc12RdEx40gIIIAAAggggAACmSewy7T0bO6KSrHPLa2BqBzoiMjxXvO3PSLTyjz2dVVRiABo5u26vC2RDj95+umnSyAQoPXnKY4CxwOgenF3zTXX2Jafp8h3yFs6eDgzwQ9hYQECCCCAQA4I6Bg8mzdvlpaWFjvUy7Rp00THkGPYlxzYuVQBAQQQQAABBHJKoNDrkgLzaDetPGNxkQLT/b3MdIUvMNGT1p6YmKdSZIKjJAQySUCvK7T1J2lkAccDoPfdd19f8POSSy6Rq6++2u6Em266yUaif/jDH9pu7/v27ZPHH39cdu3aJdpcd9u2beLz+UYuKe8ggAACCCCQpQI61Etzc7N0dXWJtgTVhwZBq6qqsrRGFBsBBBBAAAEEEMhNgeV1ftv9/VBH2AZCz5xRKNVm3M9AxARAeyNSUeiWs8wyEgIIZJeA4wHQjRs3WoFLL71U/ud//qdP42tf+5oNdupYBGeeeaZdfscdd8hll10mb731lnzjG9+w3eb7PsATBBBAAAEEckRAx7zWVqA6KLn+1YcuIyGAAAIIIIAAAghklkChGffzigUlJtip3eBdtiu8lvD/Li6RdtMlvqLQYydFyqxSUxoEEBhNwPF22zt27LB5/uM//uOAvD/wgQ/Y1y+//HLfch0D7cUXX5T58+fL3XffLXv27Ol7jycIIIAAAgjkioDOFqytPXV2Ru2aUl1dTevPXNm51AMBBBBAAAEEck7AbWZ419nedRzQRNKZ4GtKvAQ/EyD8RSDLBP78r9mBgofDYTl06JDd0oIFCwZscdGiRfb1u+++O2B5aWmpXH755XbGqqeeemrAe7xAAAEEEEAgFwQ08Llq1SpZvny5rFixQlauXGlbg+ZC3agDAggggAACCCCAAAIIIJDpAo52gdcxPLVVy7Fjx8TrHbjpkQKgCnThhRfKt7/9bTtBRKaDUT4EEEAAgewT0AHsNzYFZM+JsJSYket13Ca9q5/KVFBQILNnz05lluSVpwKhUEjefPNN0bFni4uL7dBD2gqZhAACCCCAAAKZKaBDI+n8KK2trba3kDYo099wUvYJdIVi8ubBgJkwKyrTyrwyt9Irbx8OSiAal/lTTKOIej8ToaZptw6MUjpQCJ3J/Xe/+53tzj537ty+LS5ZssQ+18mO9MRcW8MkUuIf9pYtWxKL+IsAAggggIBjAu8dDcpbh3rlUGdUzLBN0hOOybWLy8TjaD8Ix4rLhhCYlMCmTZtk+/btdtJJvSGt510f+tCHaHU8KVU+jAACCCCAQPIEdJJoDYC2t7dLYWGhHSv+9NNPT16GbDlpAr/b3yubmgPSEYzL/vawCYa6pDcclZAZ/v9od0RK/S5ZWP3neFjSCsKGhwg4fumnAVBNDz300IDMtAWonoRHIhFZv379gPeeeeYZ+7qsrGzAcl4ggAACCCDghMAxcwe2tTcms8q9Ym6+ygkzqL3enSUhkIsC2nokEAhIRUWFnXCrs7PTBkNzsa7UCQEEEEAAgVwQ6OjokK6uLtEeG8FgUPS3W2MnpOwTONodlfZgTBqrfNJinh/viYjL/DfdtAZtM9cjel1CSo+A4wHQT3ziE7Y57xNPPCEf/vCHZcOGDbZm2j3+3HPPtc9vvfVWaWpqkng8Lr/61a/kySeftMsbGxvTo0CuCCCAAAI5LVBb4pHqIo8c6IiIz4xqX1XstXdfc7rSVC5vBXQ4Im09ohdTHo9HysvLpaSkJG89qDgCCCCAAAKZLqC/1To/SktLi+iwSfp68LCCmV4HyndSoK7UI1NMl7OdrWHR5zpxlkhcmjojUmWuR2rta7TSIeB4F/gLLrhAPvOZz8i3vvUt+fnPfy5vvPGGDXZq5W6//XZ59dVXRWeKnzVrltTU1NjxqRIV1+ApCQEEEEAAAacFFk/1S6+5ib6nLSQlZjbPs2YWmu7vZnpPEgI5KKATbmm398OHD9txxM466yy6v+fgfqZKCCCAAAK5I9DQ0GC7vWsvDh0ikMZh2btvz51VJF5znaG9z+pNAHRupU/eORI03eBjMr/Kb1uGZm/tsrvkjgdAleMrX/mK7XL18MMPy/z58/uErrrqKvn0pz8t3/nOd+z7Ojh/It14441y3nnnJV7yFwEEEEAAAccE3C6XrJ5WYB+ObZQNIZChAtrrhnOqDN05FAsBBBBAAIFhBLTHhk58RMp+AZ1w9eK5AyewmmGG4SKlXyApe0HvWDz44IPy5S9/Wd5+++2+WrrMBajO9r569Wp5+umnRQfp1zsbH/vYx+SGG27oW48nCCCAAAIIIIAAAggggAACCCCAAAIIIICAEwJJCYAmCqbjVmiX+MFp3bp1og8SAggggAACCCCAAAIIIIAAAggggAACCCCQTAHHJ0FKZmHZNgIIIIAAAggggAACCCCAAAIIIIAAAgggMB4BAqDj0WJdBBBAAAEEEEAAAQQQQAABBBBAAAEEEMgqAQKgWbW7KCwCCCCAAAII5KtAMBiUQCCQr9Wn3ggggAACCCCAQEYLxOIiJwIxCUXNE1LGCSR1DNCMqy0FQgABBBBAAAEEslBg586dcvDgQVvy6dOny8KFC7OwFhQZAQQQQAABBBDITYHOYExe2tMtLd1RKSvwyIUNRTK9jJBbJu1t9kYm7Q3KggACCCCAAAIIDBJoa2uTffv2ybFjx8TlckkkEpHq6mr7GLQqLxFAAAEEEEAAAQTSILCxOSBbj4YkEBWJd0TFZ/pb//WSUnvulobikOUwAnSBHwaFRQgggAACCCCAQKYIaNf3UCgkhYWFUlBQYJ/TFT5T9g7lQAABBBBAAAEERHrCcemNxKWm2CMR0xe+27yOxV3QZJAAAdAM2hkUBQEEEEAAAQQQGCwwZcoUqaio6FtcXl5O688+DZ4ggAACCCCAAALpF5hb6bNd3tt6o1JX6pG5lV7xEHFL/47pVwK6wPfD4Gn+CMTjcWlpaZGenh7RC8vKysr8qTw1RQABBBDIKgFt9bly5coBY4Bqa1ASAggggAACCCCAQGYILKnxi8/jkkOdEZlS6Jal5jUpswQIgGbW/qA0KRLQyST27t0rvb29UlZWJsuWLZOampoU5U42CCCAAAIIjE+guLiYiY/GR8baCCCAAAIIIIBASgUaq3yiD1JmCtAgNzP3C6VKokA0GpXDhw9La2ureL1eOX78uDQ1NSUxRzaNAAIIIIAAAggggAACCCCAAAIIIJAuAQKg6ZIn37QJ6Ay6Ho/HzsamE0vocw2EkhBAAAEEEEAAAQQQQAABBBBAAAEEck+AqE/u7VNqNIqA2+2WefPmSTgcFg2Aahf4OXPmjPIp3kYAAQQQQAABBBBAAAEEEEAAAQQQyEYBAqDZuNco86QF6uvr7Yy6OgaozqZLC9BJk7IBBBBAAAEEEEAAAQQQQAABBBBAICMFCIBm5G6hUKkQKCoqEn2QEEAAAQQQQAABBBBAAAEEEEAAAQRyV4AxQHN331IzBBBAAAEEEEAAAQQQQAABBBBAAAEE8l6AAGjeHwIAIIAAAggggAACCCCAAAIIIIAAAgggkLsCBEBzd99SMwQQQAABBBBAAAEEEEAAAQQQQAABBPJegABo3h8CACCAAAIIIIAAAggggAACCCCAAAIIIJC7AgRAc3ffUjMEEEAAgQwXiMfjw5ZwpOXDrsxCBBBAAAEEEEAAAQQQSJtAbPhT+rSVRzPmemIoP7PADzVhCQIIIIAAAkkV0BOSnTt3yuHDh8Xn88mCBQukurpaWltbZceOHRIKhaSurk4aGxvF7eZeZVJ3BhtHAAEEEEAAAQQQQGACAhET+XzzQED2nghLid8t58wqlPrS9IbZotGobN++XY4dOyaFhYWycOFCqaiomEDtcu8j6d0zueeZkhrpAR2JRFKSF5kggAACCDgv0NzcLLt27ZK2tjYb4NSA56pVq2TLli2i7+n3fFdXlz1pmT59uvMFYIsIZKiAy+USj8eToaXL/GLpzRX9/iAhgAACCCCAQPIF3jkSkg1NvXKkOyY+02YhGI7KNYuLxet2JT/zEXLYu3ev7N69Wzo6OsTr9Uo4HJY1a9bkTKMKPU/U88WJJAKgE1FL82f0Qrm3tzfNpSB7BBBAAIGJCmjgUwOcJSUl9vtcnx85csQui8ViUlpaap9ri9ApU6ZMNBs+h0DWCeiJelFRUdaVO1MKrMFPzhEzZW9QDgQQQACBXBdo6QhLW09E6opccrQnJq09IWntdEmZf2IBOie8EtcZ5eXl0t7eLp2dnTYYWlBQ4MTm074NvX4iAJr23ZC6AuiBqzudhAACCCCQnQL19fXS0tJiu7xrF3gNcs6cOVOOHz8ugUDABjB0ma7H93127mNKPTGBiZ7QTiy33PuUtorgOyP39is1QgABBBDITIE5U8Oyp7NHmroiUlrokxkVfqmtLBb3BFsoOlFLvX7QIKg+9JxAh9nS64pcOceaTD1oAerEEZbibeh4cIwJl2J0skMAAQQcFKitrZWlS5faVp8aAJ0zZ47t7r58+XJ7oqJdVXQdPYEhIYAAAmMV0IuCyVwYjDUf1kMAAQQQQAABkcVT/RKJiexrj5gxQF2yZlqheD3pHb9fG1XokDiJMUDnzZvH8EJ/OlgJgPKvFgEEEEAAgTQI6Nieg8f3LC4ulmXLlqWhNGSJAAIIIIAAAggggAAC4xE41BmVzlBMGiq9ssQEQ9M59mei3HojdPbs2faRWMbfkwIEQDkSEEAAAQQQQAABBBBAAAEEEEAAAQQQGKPAPjPz+292dUtLT1RKzQxILd1RuWRu8Rg/zWrpEEhv29x01Jg8EUAAAQQQQAABBBBAAAEEEEAAAQQQmKDArrawGfszKiUa/DRBUA2I9oRNf3hSxgoQAM3YXUPBEEAAAQQQQAABBBBAAAEEEEAAAQQyTaDA65JCj0tOBE4GPfW1z52+2d8zzScTy0MX+EzcK5QJAQQQQAABBBBAAAEEEEAAAQQQQCAjBVbWFcjR7ogc1lagfrecNaNQfCYgSspcAQKgmbtvKBkCCCCAAAIIIIAAAggggAACCCCAQIYJaNDzqkVl0tqr3eBdUmy6wpMyW4AAaGbvH0qHAAIIIIAAAggggAACCCCAAAIIIJBhAtrgs6bYk2GlojgjCRCiHkmG5QgggAACCCCAAAIIIIAAAggggAACCCCQ9QIEQLN+F1IBBBBAAAEEEEAAAQQQQAABBBBAAAEEEBhJgADoSDIsRwABBBBAAAEEEEAAAQQQQAABBBBAAIGsFyAAmvW7kAoggAACCCCAAAIIIIAAAggggAACCCCAwEgCBEBHkmE5AggggAACCCCAAAIIIIAAAggggAACCGS9AAHQrN+FVAABBBBAAAEEEEAAAQQQQAABBBBAAAEERhIgADqSDMsRQAABBBBAAAEEEEAAAQQQQAABBBBAIOsFCIBm/S6kAggggAACCCCAAAIIIIAAAggggAACCCAwkgAB0JFkWI4AAggggAACCCCAAAIIIIAAAggggAACWS9AADTrdyEVQAABBBBAAAEEEEAAAQQQQAABBBBAAIGRBAiAjiTDcgQQQAABBBBAAAEEEEAAAQQQQAABBBDIegECoFm/C6kAAggggAACCCCAAAIIIIAAAggggAACCIwkQAB0JBmWI4AAAggggAACCCCAAAIIIIAAAggggEDWCxAAzfpdSAUQQAABBBBAAAEEEEAAAQQQQAABBBBAYCQBAqAjybAcAQQQQAABBBAYJBCKxkUfJAQQyG2BeNz8Ww+FcruS1A4BBAYIRGNx6Q3HBizjBQII5I6AN3eqQk0QQAABBBBAAIHkCbx9OCjvHgmKhj+X1fhl9fTC5GXGlhFAIG0CJ06ckPfff196e3ulsrJSli5dKn6/P23lIWMEEEi+QFNnRF7b1yPd4bjMKPfJhQ1FUuh1JT9jckAAgZQJEABNGTUZIYAAAggggEC2ChzpisofDvXK3vaIuEzLsIBpIVJX6pGZ5iKJhAACuSOgLT+3b98uBw4ckFgsJp2dnVJcXCwLFy7MnUpSEwQQGCCgLT9f298rW46GJWa+A1p7o1JZ6JazZnCjcwAULxDIcgG6wGf5DqT4CCCAAAIIIJB8gY5QTHpMq5Ayv1vKCz2mhYgJjATpCp98eXJAILUC0WjUtvzUv9r6MxAI2NepLQW5IYBAKgWCZmibbvM7r8HPaaVe6TLPOwLRVBaBvBBAIAUCBEBTgEwWCCCAAAIIIJDdAtNMa8+pJV7RViKhSFymFntlepknuytF6RFAYIiA1+uVqqoqKS0tlY6ODhsEra6uHrIeCxBAIHcEin1u85vulQrT6vNoT0TqzO/9rAp6eOTOHqYmCJwUoAs8RwICCCCAAAIIIDCKQKlp+XnZ/GLZ3OIR00BETjNjgFaYlqAkBBDIPYElS5ZIUVGR9PT02GDojBkzcq+S1AgBBAYI/OWcItvtvSMYk9km+Ll4KuP+DgDiBQI5IEAANAd2IlVAAAEEEMhNAR177uDBg+J2u2XWrFl2HLrcrGl21GpqsUcumlOc1sLq5CzNzc3i8XjsMaFBGhICCDgroK1AGxsbnd0oW0MAgYwWKPS65eyZ/KZm9E6icAhMUoAA6CQB+TgCCCCAAALJENDZh99++205duyYDYC2trbK6tWrmYk4GdhZsk0NiL/zzjuix4IGxdva2uwxocEaEgIIIIAAAggggAACCIwswBigI9vwDgIIIIBAngkc7AjLztawBCKxtNf8+PHjdvw5bemnsxK3t7fbgFfaC0YB0iaQOCZ8Pp+dnVqPCX2QEEAAAQQQQAABBBBA4NQCNBk4tQ/vIoAAAgjkicBr+3rljy1BCZlJbqabGUCvWFAiJWbcx3SlwsJC29pTW/lpKi8vF11Gyl+BxDGRCHpqILSgoCB/Qag5AggggAACCCCAAAJjFCAAOkYoVkMAAQQQyF2B1t6obDsekkOdESn0umRvJCzbjoVk9fT0BRynTp0qDQ0NokEul8sls2fPloqKitzdCdRsVIG6ujp7HBw5csR2gZ87d66dqXrUD7ICAggggAACCCCAAAJ5LkAANM8PAKqPAAIIICB2Vm/tZm7ijOI2DzPJt32k22bhwoUyZ84cGwDVQCgpvwU0EK6zU8+bN88GQDkm8vt4oPYIIIAAAggggAACYxcgADp2K9ZEAAEEEMhRgWozu/eCar+Eo3EJmce0Mp8smurPiNr6/ZlRjozAoBBWgG7vHAgIIIAAAggggAACCIxPgADo+LxYGwEEEEAgRwX+sqFY5lT6JBiJy+wKrxT70jf+Z44SUy0EEEAAAQQQQAABBBBAIC0CBEDTwk6mCCCAAAKZJqDd3+eaACgJAQQQQAABBBBAAAEEEEAgtwRo3pJb+5PaIIAAAggggAACCCCAAAIIIIAAAggggEA/AQKg/TB4igACCCCAAAIIIIAAAggggAACCCCAAAK5JUAANLf2J7VBAAEEEEAAAQQQQAABBBBAAAEEEEAAgX4CBED7YfAUAQQQQAABBBBAAAEEEEAAAQQQQAABBHJLgABobu1PaoMAAggggAACCCCAAAIIIIAAAggggAAC/QQIgPbD4CkCCCCAAAIIIIAAAggggAACCCCAAAII5JYAAdDc2p/UBgEEEEAAAQQQQAABBBBAAAEEEEAAAQT6CXj7PecpAggggAACCCCAwDgFQtG4vH8sJOaPzK/ySZmf+8vjJGR1BDJSIBQKSXNzs7hcLpk2bZr4fL6MLCeFQgABBBBAAIHRBQiAjm7EGggggAACCCCAwLAC0ZjI8zu7ZWfryQDoe0e9cvWiUiklCDqsFwsRyBYBDX5u2rRJjh49agOgGghdvXq1eL1cPmXLPqScCCCAAAII9BegiUJ/DZ4jgAACCCCAAALjEGjuCsuBjoh0BuMSMU1AmzojsrstPI4tsCoCCGSiwPHjx0UfkUhENBja1tZmX2diWSkTAggggAACCIwuwC3M0Y1YAwEEEEAAAQQQGFbA53aJz9xODsfiYhqDSpF5oa9JCCCQ3QIej0f0EQ6fvKGhz2n9md37lNIjgAACCOS3AAHQ/N7/1B4BBBBAAAEEJiFQV+qVpTUFdgvaHb6h0icLqv2T2CIfRQCBTBCoqamR6dOn2yCojgFaX18vVVVVmVA0yoAAAggggAACExAgADoBND6CAAIIIIAAAggkBM6bXSSLqn0SMZMg1ZV4xTQKJSGAQJYLaNBz2bJlMnv2bFuTioqKLK8RxUcAAQQQQCC/BQiA5vf+p/YIIIAAAggg4IBAjQl8khBAILcENAhK4DO39im1QQABBBDIXwFGqcrffU/NEUAAAQQQQAABBBBAAAEEEEAAAQQQyHkBAqA5v4upIAIIIIAAAggggAACCCCAAAIIIIAAAvkrQAA0f/c9NUcAAQQQQAABBBBAIG0C0VhcDnZE5EhXJG1lIGMEEEAAAQQQyA8BBqzKj/1MLRFAAAEEEEAAAQQQyBiBcDQu/7OrR/a3h8VrmmQsqSmQ882EYiQEEEAAAQQQQCAZAgRAk6HKNickEDDT5/5vc0DaAzGZVeGV08yJsBl7noQAAggggAACCCCQYwLbj4dlx/GgtAdjEomdrNyiar/UlnhyrKZUBwEEEEAAAQQyQYAAaCbsBcpgBV7d1yubjwSkw5wI7zlx8uR3WW0BOggggAACCCCAAAI5JhA23d/NvW8pMM0/4yYCqkHQiFlGQgABBBBAAAEEkiHAGKDJUGWb4xYImm5QTR1haTOtP+tLvXK4K2rHhBr3hvgAAggggAACCCCAQMYLNFb5ZGa5T3zmamRKoUcaTO+fOlp/Zvx+o4AIIIAAAghkqwAtQLN1z+VYuf1ul5QXuu0YUDoYflWRWyoKiM/n2G6mOggggAACCCCAgBUo9bvlqoUlsrstbIKgLtGAqMf8JSGAAAIIIIAAAskQIACaDFW2OW4BHevzvFk68L3LdIGPyowyr6yaRvf3cUPyAQQQQAABBBBAIEsENAi6oo7zvSzZXRQTAQQQQACBrBYgAJrVuy+3Cl9nur5fu7hUdEwov4cWALm1d6kNAggggAACCCCAAAIIIIAAAgggkB4B+hinx51cRxDQlqAEP0fAYTECCCCAAAIIIIAAAggggAACCCCAwLgFCICOm4wPIIAAAggggAACCCCAAAIIIIAAAggggEC2CBAAzZY9RTkRQAABBBBAAAEEEEAAAQQQQAABBBBAYNwCBEDHTcYHEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBbBAiAZsueopwIIIAAAggggAACCOS5QDwuEtf/kRBAAIEcE+C7Lcd2KNXJOAFmgc+4XUKBEEAAAQQQQAABBBBAYLDAO0eC8kfz8LhdsmpagSyq9g9ehdcIIIBA1gkcP35cdu7cKaFQSOrr66WxsVFcOjswCQEEHBUgAOooJxtDAAEEEEAAAQQQQAABpwUOdoTl9wd6ZX9HxDQBFekOx6Sm2CNVRR6ns2J7CCCAQMoEwuGwbN26VZqbmyUWi0lPT48UFxfLjBkzUlYGMkIgXwToAp8ve5p6IoAAAggggAACCCCQpQJtgZh0hmIypdAtpX6XdJnnJ8wyEgIIIJDNAoFAQPThdrulsrJSent7pbu7O5urRNkRyFgBAqAZu2soGAIIIIAAAggggAACCKjAtFKvVBd5pTMYk1A0blt+1pbQ+pOjAwEEsltAW3uWlZXZAGh7e7t9PmXKlOyuFKVHIEMF6AKfoTuGYiGAAAIIIIAAAggggMBJgammu/vFc4tky1GPmCFAZWV9gWkJSlsOjg8EEMhuAY/HI8uWLZOSkhLR7vB1dXVSU1OT3ZWi9AhkqEDOBUCDwaA8+eSTsmHDBmlra5MFCxbIypUr5bLLLhP9chlvevnll+W1116TgwcP2jE5Zs+eLR/4wAfkr/7qr4bdlK7/7rvvDvueLpw6dapcf/31I77PGwgggAACCCCAAAIIIDBUoKHSJ/ogIYAAArkkoMFPDYKSEEAguQI5FQA9ceKE3HrrrXLgwAGrVlVVJc8//7x9vPHGG3LXXXeJ3z+22SI1kPrP//zPsmnTJrut8vJy+/f999+XF154QX75y1/K/fffL0VFRQP20C9+8QvZuHHjgGX9X8ybN48AaH8QniOAAAIIIIAAAggggAACCCCAAAIIIJBEgZwKgN5zzz02+HnWWWfJnXfeKRUVFXLo0CH54he/KOvXr5dvfetb8vnPf35MnN/5znds8HPOnDnyb//2b7Jo0SL7uW3btsndd98tb7/9tjz44INyxx13DNjejh077OvPfvazUlBQMOA9faHje5AQQAABBBBAAAEEEEAAAQQQQAABBBBAIDUCrrhJqckqubm89957cvPNN9sWmdo6s7CwsC/D1tZWufbaa20X+KeffnrUIGRPT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" width="672" /></p>
  1372. <div id="cbe-analysis-for-pxp-relevant-models" class="section level3">
  1373. <h3>CBE analysis for PXP-relevant models</h3>
  1374. <div id="surprise-model" class="section level4">
  1375. <h4>Surprise model</h4>
  1376. <p>Manuscript ll. 432-433</p>
  1377. <pre class="r"><code>data_cbe_surprise = window_data_run[model == &#39;surprise&#39;]
  1378. # LME for immediate before, and immediate after rare outcome
  1379. data_lme_surprise = data_cbe_surprise[window_relative %in% c(&#39;-1&#39;, &#39;1&#39;)] %&gt;%
  1380. .[, group := as.factor(group)] %&gt;%
  1381. .[, participant_id := as.factor(participant_id)]
  1382. lme = lme4::lmer(data = data_lme_surprise,
  1383. mean_accuracy ~ window_relative * group * run + (1 | participant_id))
  1384. res = Anova(lme)
  1385. papeR::prettify(res)</code></pre>
  1386. <pre><code>## Chisq Df Pr(&gt;Chisq)
  1387. ## 1 window_relative 9.01191228 1 0.003 **
  1388. ## 2 group 0.11920463 1 0.73
  1389. ## 3 run 0.51601840 1 0.473
  1390. ## 4 window_relative:group 1.55024665 1 0.213
  1391. ## 5 window_relative:run 0.59872144 1 0.439
  1392. ## 6 group:run 0.01113149 1 0.916
  1393. ## 7 window_relative:group:run 1.35415311 1 0.245</code></pre>
  1394. </div>
  1395. <div id="valence-model" class="section level4">
  1396. <h4>Valence model</h4>
  1397. <p>Manuscript ll. 432-433</p>
  1398. <pre class="r"><code>data_cbe_valence = window_data_run[model == &#39;seplr&#39;]
  1399. # LME for immediate before, and immediate after rare outcome
  1400. data_lme_valence = data_cbe_valence[window_relative %in% c(&#39;-1&#39;, &#39;1&#39;)] %&gt;%
  1401. .[, group := as.factor(group)] %&gt;%
  1402. .[, participant_id := as.factor(participant_id)]
  1403. lme = lme4::lmer(data = data_lme_valence,
  1404. mean_accuracy ~ window_relative * group * run + (1 | participant_id))
  1405. res = Anova(lme)
  1406. papeR::prettify(res)</code></pre>
  1407. <pre><code>## Chisq Df Pr(&gt;Chisq)
  1408. ## 1 window_relative 7.302135349 1 0.007 **
  1409. ## 2 group 0.026426770 1 0.871
  1410. ## 3 run 1.102206189 1 0.294
  1411. ## 4 window_relative:group 1.037131530 1 0.308
  1412. ## 5 window_relative:run 0.003775612 1 0.951
  1413. ## 6 group:run 1.791749584 1 0.181
  1414. ## 7 window_relative:group:run 2.808413457 1 0.094 .</code></pre>
  1415. </div>
  1416. </div>
  1417. </div>
  1418. <div id="plot-simplified-cbe-for-pxp-relevant-models" class="section level2">
  1419. <h2>Plot simplified CBE for PXP-relevant models</h2>
  1420. <pre class="r"><code># Use only data pre and post rare outcome
  1421. data_cbe = window_data_participant[!window_relative %in% c(0,2),] %&gt;%
  1422. # Relabel to pre and post (from -1 and 1)
  1423. .[,window_relative := factor(window_relative,
  1424. labels = c(&#39;pre&#39;, &#39;post&#39;))] %&gt;%
  1425. # Cast into wide format to easier calculate difference between pre and post
  1426. data.table::dcast(participant_id + group + model ~ window_relative, value.var = &#39;accuracy&#39;) %&gt;%
  1427. # Calculate strength of behavioral effect (larger values = stronger negative
  1428. # impact of rare outcomes on choices of mid bandit)
  1429. .[, cbe := pre-post]
  1430. # Rename groups and set order (older adults first)
  1431. data_plot = Prepare_data_for_plot(data_cbe) %&gt;%
  1432. .[, group := factor(group, levels = rev(levels(group)))] %&gt;%
  1433. .[model %in% c(&#39;Valence&#39;, &#39;Surprise&#39;),]
  1434. p = ggplot(data = data_plot,
  1435. aes(x = group,
  1436. y = cbe,
  1437. color = group,
  1438. fill = group)) +
  1439. geom_hline(yintercept = 0,
  1440. color = &#39;black&#39;,
  1441. linewidth = 0.5) +
  1442. geom_point(position = position_jitter(width = 0.1,
  1443. height = 0),
  1444. size = 0.5) +
  1445. geom_boxplot(outlier.shape = NA,
  1446. color = &#39;black&#39;,
  1447. width = 0.3,
  1448. alpha = 0.5) +
  1449. stat_summary(fun = &#39;mean&#39;,
  1450. geom = &#39;line&#39;,
  1451. linewidth = 0.5,
  1452. color = &#39;grey&#39;,
  1453. group = &#39;group&#39;) +
  1454. stat_summary(fun = &#39;mean&#39;,
  1455. geom = &#39;point&#39;,
  1456. shape = 23,
  1457. fill = &#39;white&#39;,
  1458. color = &#39;black&#39;,
  1459. stroke = 1,
  1460. size = 2) +
  1461. scale_color_manual(values = custom_guides) +
  1462. scale_fill_manual(values = custom_guides) +
  1463. facet_wrap(~model)
  1464. p = Neurocodify_plot(p) +
  1465. theme(legend.position = &#39;none&#39;,
  1466. panel.grid.major.x = element_blank(),
  1467. panel.grid.minor.x = element_blank(),
  1468. panel.spacing = unit(30, &#39;pt&#39;),
  1469. axis.title.x = element_blank())
  1470. p</code></pre>
  1471. <p><img 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" width="672" /></p>
  1472. </div>
  1473. <div id="stats-different-age-trajectories-for-pxp-relevant-models" class="section level2">
  1474. <h2>Stats: Different age trajectories for PXP-relevant models</h2>
  1475. <p>Manuscript ll. 434-435</p>
  1476. <pre class="r"><code>data_lme = data_cbe[model %in% c(&#39;surprise&#39;, &#39;seplr&#39;)] %&gt;%
  1477. .[, c(&#39;participant_id&#39;, &#39;group&#39;, &#39;model&#39;) := lapply(.SD, factor),
  1478. .SDcols = c(&#39;participant_id&#39;, &#39;group&#39;, &#39;model&#39;)]
  1479. lme = lme4::lmer(data = data_lme,
  1480. cbe ~ group * model + (1|participant_id))
  1481. res = car::Anova(lme)
  1482. papeR::prettify(res)</code></pre>
  1483. <pre><code>## Chisq Df Pr(&gt;Chisq)
  1484. ## 1 group 0.009280317 1 0.923
  1485. ## 2 model 0.010211550 1 0.92
  1486. ## 3 group:model 3.531520507 1 0.06 .</code></pre>
  1487. <div id="interaction-group-x-model" class="section level3">
  1488. <h3>Interaction: Group X Model</h3>
  1489. <p>Manuscript ll. 435-440</p>
  1490. <pre class="r"><code>em = emmeans::emmeans(lme,
  1491. pairwise ~ group | model)
  1492. em</code></pre>
  1493. <pre><code>## $emmeans
  1494. ## model = seplr:
  1495. ## group emmean SE df lower.CL upper.CL
  1496. ## older 0.0368 0.0304 189 -0.0230 0.0967
  1497. ## younger 0.0833 0.0304 189 0.0234 0.1431
  1498. ##
  1499. ## model = surprise:
  1500. ## group emmean SE df lower.CL upper.CL
  1501. ## older 0.0892 0.0304 189 0.0293 0.1491
  1502. ## younger 0.0363 0.0304 189 -0.0236 0.0961
  1503. ##
  1504. ## Degrees-of-freedom method: kenward-roger
  1505. ## Confidence level used: 0.95
  1506. ##
  1507. ## $contrasts
  1508. ## model = seplr:
  1509. ## contrast estimate SE df t.ratio p.value
  1510. ## older - younger -0.0464 0.0429 189 -1.081 0.2810
  1511. ##
  1512. ## model = surprise:
  1513. ## contrast estimate SE df t.ratio p.value
  1514. ## older - younger 0.0529 0.0429 189 1.233 0.2191
  1515. ##
  1516. ## Degrees-of-freedom method: kenward-roger</code></pre>
  1517. </div>
  1518. <div id="comparison-predictions-from-which-candidate-model-are-closer-to-real-behavioral-data" class="section level3">
  1519. <h3>Comparison: Predictions from which candidate model are closer to
  1520. real behavioral data?</h3>
  1521. <pre class="r"><code># Load real behavioral data
  1522. file = file.path(base_path, &#39;derivatives&#39;, &#39;analysis&#39;, &#39;windowrize.tsv&#39;,
  1523. fsep = .Platform$file.sep)
  1524. window_real = data.table::fread(file, sep = &#39;\t&#39;, na.strings = &#39;n/a&#39;)
  1525. # Summarize data
  1526. window_real_run = window_real %&gt;%
  1527. # Get mean accuracy across all relative window positions (-2 to +3)
  1528. .[, .(mean_accuracy = mean(correct_choice, na.rm = TRUE),
  1529. n_data = sum(!is.na(correct_choice))),
  1530. by = c(&#39;participant_id&#39;, &#39;group&#39;, &#39;run&#39;, &#39;window_relative&#39;)]
  1531. # Get mean across runs
  1532. window_real_participant = window_real_run %&gt;%
  1533. .[, .(accuracy = mean(mean_accuracy, na.rm = TRUE)),
  1534. by = c(&#39;participant_id&#39;, &#39;group&#39;, &#39;window_relative&#39;)] %&gt;%
  1535. # add faux model grouping for easier data table merge
  1536. .[, model := &#39;real_data&#39;]
  1537. # Same summary for predicted data
  1538. window_model_participant = window_data_run %&gt;%
  1539. .[, .(accuracy = mean(mean_accuracy, na.rm = TRUE)),
  1540. by = c(&#39;participant_id&#39;, &#39;group&#39;, &#39;model&#39;, &#39;window_relative&#39;)] %&gt;%
  1541. # Restrict model to pxp-relevant models
  1542. .[model %in% c(&#39;seplr&#39;, &#39;surprise&#39;)]
  1543. # Merge real and model data
  1544. data_cbe_comp = rbind(window_real_participant, window_model_participant) %&gt;%
  1545. # restrict data to pre/post
  1546. .[window_relative %in% c(-1, 1)] %&gt;%
  1547. # Convert id vars to factors
  1548. .[, c(&#39;participant_id&#39;, &#39;group&#39;, &#39;model&#39;) := lapply(.SD, factor),
  1549. .SDcols = c(&#39;participant_id&#39;, &#39;group&#39;, &#39;model&#39;)] %&gt;%
  1550. # rename relative window to pre and post for wide format
  1551. .[, window_relative := as.character(window_relative)] %&gt;%
  1552. .[window_relative == -1, window_relative := &#39;pre&#39;] %&gt;%
  1553. .[window_relative == 1, window_relative := &#39;post&#39;] %&gt;%
  1554. # wide format for pre and post accuracy
  1555. data.table::dcast(participant_id + group + model ~ window_relative,
  1556. value.var = &#39;accuracy&#39;) %&gt;%
  1557. # Get critical behavioral effect (pre minus post)
  1558. .[, cbe := pre - post] %&gt;%
  1559. # wide format for cbe
  1560. data.table::dcast(participant_id + group ~ paste0(&#39;cbe_&#39;, model), value.var = &#39;cbe&#39;)
  1561. # CBE for all types (surprise, seplr, real data)
  1562. data_cbe_comp_all = data_cbe_comp %&gt;%
  1563. data.table::melt(id.vars = c(&#39;participant_id&#39;, &#39;group&#39;))
  1564. data_cbe_comp_diff = data_cbe_comp %&gt;%
  1565. # Get differences between models and real data
  1566. .[, &#39;:=&#39;(abs_REALmS = abs(cbe_real_data - cbe_surprise),
  1567. abs_REALmSEPLR = abs(cbe_real_data - cbe_seplr))] %&gt;%
  1568. data.table::melt(id.vars = c(&#39;participant_id&#39;, &#39;group&#39;),
  1569. measure.vars = c(&#39;abs_REALmS&#39;, &#39;abs_REALmSEPLR&#39;))</code></pre>
  1570. <pre class="r"><code>p = ggplot(data = Prepare_data_for_plot(data_cbe_comp_all),
  1571. aes(x = group,
  1572. y = value)) +
  1573. geom_hline(yintercept = 0,
  1574. linewidth = 0.5) +
  1575. geom_boxplot(outlier.shape = NA) +
  1576. geom_point(position=position_jitter(width = 0.1, height = 0, seed = 666)) +
  1577. stat_summary(fun = mean, geom = &#39;path&#39;, group = &#39;variable&#39;, color = &#39;grey&#39;, linewidth = 1) +
  1578. stat_summary(fun = mean, geom = &#39;point&#39;, color = &#39;black&#39;, fill = &#39;white&#39;, shape = 23, stroke = 1.5, size = 3) +
  1579. facet_wrap(~variable)
  1580. p = Neurocodify_plot(p) +
  1581. theme(panel.grid = element_blank())
  1582. p</code></pre>
  1583. <p><img 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  1584. </div>
  1585. </div>
  1586. </div>
  1587. </div>
  1588. </div>
  1589. </div>
  1590. <script>
  1591. // add bootstrap table styles to pandoc tables
  1592. function bootstrapStylePandocTables() {
  1593. $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');
  1594. }
  1595. $(document).ready(function () {
  1596. bootstrapStylePandocTables();
  1597. });
  1598. </script>
  1599. <!-- tabsets -->
  1600. <script>
  1601. $(document).ready(function () {
  1602. window.buildTabsets("TOC");
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  1604. $(document).ready(function () {
  1605. $('.tabset-dropdown > .nav-tabs > li').click(function () {
  1606. $(this).parent().toggleClass('nav-tabs-open');
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  1609. </script>
  1610. <!-- code folding -->
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  1612. $(document).ready(function () {
  1613. window.initializeCodeFolding("hide" === "show");
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  1615. </script>
  1616. <script>
  1617. $(document).ready(function () {
  1618. // temporarily add toc-ignore selector to headers for the consistency with Pandoc
  1619. $('.unlisted.unnumbered').addClass('toc-ignore')
  1620. // move toc-ignore selectors from section div to header
  1621. $('div.section.toc-ignore')
  1622. .removeClass('toc-ignore')
  1623. .children('h1,h2,h3,h4,h5').addClass('toc-ignore');
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  1627. theme: "bootstrap3",
  1628. context: '.toc-content',
  1629. hashGenerator: function (text) {
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  1632. ignoreSelector: ".toc-ignore",
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  1635. options.showAndHide = true;
  1636. options.smoothScroll = true;
  1637. // tocify
  1638. var toc = $("#TOC").tocify(options).data("toc-tocify");
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  1640. </script>
  1641. </body>
  1642. </html>